{"ok": true, "next": "github-actions_job-summaries~2Emd", "rows": [{"path": "amplitude_export-events-to-datasette.md", "topic": "amplitude", "title": "Exporting Amplitude events to SQLite", "url": "https://github.com/simonw/til/blob/main/amplitude/export-events-to-datasette.md", "body": "[Amplitude](https://amplitude.com/) offers an \"Export Data\" button in the project settings page. This can export up to 365 days of events (up to 4GB per export), where the export is a zip file containing `*.json.gz` gzipped newline-delimited JSON.\n\nYou can export multiple times, so if you have more than a year of events you can export them by specifying different date ranges. It's OK to overlap these ranges as each event has a uniue `uuid` that can be used to de-duplicate them.\n\nHere's how to import that into a SQLite database using `sqlite-utils`:\n```\nunzip export # The exported file does not have a .zip extension for some reason\ncd DIRECTORY_CREATED_FROM_EXPORT\ngzcat *.json.gz | sqlite-utils insert amplitude.db events --nl --alter --pk uuid --ignore -\n```\nSince we are using `--pk uuid` and `--ignore` it's safe to run this against as many exported `*.json.gz` files as you like, including exports that overlap each other.\n\nThen run `datasette amplitude.db` to browse the results.", "html": "<p><a href=\"https://amplitude.com/\" rel=\"nofollow\">Amplitude</a> offers an \"Export Data\" button in the project settings page. This can export up to 365 days of events (up to 4GB per export), where the export is a zip file containing <code>*.json.gz</code> gzipped newline-delimited JSON.</p>\n<p>You can export multiple times, so if you have more than a year of events you can export them by specifying different date ranges. It's OK to overlap these ranges as each event has a uniue <code>uuid</code> that can be used to de-duplicate them.</p>\n<p>Here's how to import that into a SQLite database using <code>sqlite-utils</code>:</p>\n<pre><code>unzip export # The exported file does not have a .zip extension for some reason\ncd DIRECTORY_CREATED_FROM_EXPORT\ngzcat *.json.gz | sqlite-utils insert amplitude.db events --nl --alter --pk uuid --ignore -\n</code></pre>\n<p>Since we are using <code>--pk uuid</code> and <code>--ignore</code> it's safe to run this against as many exported <code>*.json.gz</code> files as you like, including exports that overlap each other.</p>\n<p>Then run <code>datasette amplitude.db</code> to browse the results.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-06-06T13:56:09-07:00", "created_utc": "2021-06-06T20:56:09+00:00", "updated": "2021-06-06T13:56:09-07:00", "updated_utc": "2021-06-06T20:56:09+00:00", "shot_hash": "e12c89da0cb3c1fabcf189aaed72925a", "slug": "export-events-to-datasette"}, {"path": "asgi_lifespan-test-httpx.md", "topic": "asgi", "title": "Writing tests for the ASGI lifespan protocol with HTTPX", "url": "https://github.com/simonw/til/blob/main/asgi/lifespan-test-httpx.md", "body": "Uvicorn silently ignores exceptions that occur during startup against the ASGI lifespan protocol - see [starlette/issues/486](https://github.com/encode/starlette/issues/486).\n\nYou can disable this feature using the `lifespan=\"on\"` parameter to `uvicorn.run()` - which Datasette now does as-of [16f592247a2a0e140ada487e9972645406dcae69](https://github.com/simonw/datasette/commit/16f592247a2a0e140ada487e9972645406dcae69)\n\nThis exposed a bug in `datasette-debug-asgi`: it wasn't handling lifespan events correctly. [datasette-debug-asgi/issues/1](https://github.com/simonw/datasette-debug-asgi/issues/1)\n\nThe unit tests weren't catching this because using HTTPX to make test requests [doesn't trigger lifespan events](https://github.com/encode/httpx/issues/350).\n\nFlorimond Manca had run into this problem too, and built [asgi-lifespan](https://github.com/florimondmanca/asgi-lifespan) to address it.\n\nYou can wrap an ASGI app in `async with LifespanManager(app):` and the correct lifespan events will be fired by that with block.\n\nHere's how to use it to [trigger lifespan events in a test](https://github.com/simonw/datasette-debug-asgi/blob/72d568d32a3159c763ce908c0b269736935c6987/test_datasette_debug_asgi.py):\n\n```python\nfrom asgi_lifespan import LifespanManager\n\n@pytest.mark.asyncio\nasync def test_datasette_debug_asgi():\n    ds = Datasette([], memory=True)\n    app = ds.app()\n    async with LifespanManager(app):\n        async with httpx.AsyncClient(app=app) as client:\n            response = await client.get(\"http://localhost/-/asgi-scope\")\n            assert 200 == response.status_code\n            assert \"text/plain; charset=UTF-8\" == response.headers[\"content-type\"]\n```", "html": "<p>Uvicorn silently ignores exceptions that occur during startup against the ASGI lifespan protocol - see <a href=\"https://github.com/encode/starlette/issues/486\">starlette/issues/486</a>.</p>\n<p>You can disable this feature using the <code>lifespan=\"on\"</code> parameter to <code>uvicorn.run()</code> - which Datasette now does as-of <a href=\"https://github.com/simonw/datasette/commit/16f592247a2a0e140ada487e9972645406dcae69\">16f592247a2a0e140ada487e9972645406dcae69</a></p>\n<p>This exposed a bug in <code>datasette-debug-asgi</code>: it wasn't handling lifespan events correctly. <a href=\"https://github.com/simonw/datasette-debug-asgi/issues/1\">datasette-debug-asgi/issues/1</a></p>\n<p>The unit tests weren't catching this because using HTTPX to make test requests <a href=\"https://github.com/encode/httpx/issues/350\">doesn't trigger lifespan events</a>.</p>\n<p>Florimond Manca had run into this problem too, and built <a href=\"https://github.com/florimondmanca/asgi-lifespan\">asgi-lifespan</a> to address it.</p>\n<p>You can wrap an ASGI app in <code>async with LifespanManager(app):</code> and the correct lifespan events will be fired by that with block.</p>\n<p>Here's how to use it to <a href=\"https://github.com/simonw/datasette-debug-asgi/blob/72d568d32a3159c763ce908c0b269736935c6987/test_datasette_debug_asgi.py\">trigger lifespan events in a test</a>:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">asgi_lifespan</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">LifespanManager</span>\n\n<span class=\"pl-en\">@<span class=\"pl-s1\">pytest</span>.<span class=\"pl-s1\">mark</span>.<span class=\"pl-s1\">asyncio</span></span>\n<span class=\"pl-k\">async</span> <span class=\"pl-k\">def</span> <span class=\"pl-en\">test_datasette_debug_asgi</span>():\n    <span class=\"pl-s1\">ds</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">Datasette</span>([], <span class=\"pl-s1\">memory</span><span class=\"pl-c1\">=</span><span class=\"pl-c1\">True</span>)\n    <span class=\"pl-s1\">app</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">ds</span>.<span class=\"pl-en\">app</span>()\n    <span class=\"pl-k\">async</span> <span class=\"pl-k\">with</span> <span class=\"pl-v\">LifespanManager</span>(<span class=\"pl-s1\">app</span>):\n        <span class=\"pl-k\">async</span> <span class=\"pl-k\">with</span> <span class=\"pl-s1\">httpx</span>.<span class=\"pl-v\">AsyncClient</span>(<span class=\"pl-s1\">app</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">app</span>) <span class=\"pl-k\">as</span> <span class=\"pl-s1\">client</span>:\n            <span class=\"pl-s1\">response</span> <span class=\"pl-c1\">=</span> <span class=\"pl-k\">await</span> <span class=\"pl-s1\">client</span>.<span class=\"pl-en\">get</span>(<span class=\"pl-s\">\"http://localhost/-/asgi-scope\"</span>)\n            <span class=\"pl-k\">assert</span> <span class=\"pl-c1\">200</span> <span class=\"pl-c1\">==</span> <span class=\"pl-s1\">response</span>.<span class=\"pl-s1\">status_code</span>\n            <span class=\"pl-k\">assert</span> <span class=\"pl-s\">\"text/plain; charset=UTF-8\"</span> <span class=\"pl-c1\">==</span> <span class=\"pl-s1\">response</span>.<span class=\"pl-s1\">headers</span>[<span class=\"pl-s\">\"content-type\"</span>]</pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-06-29T09:13:49-07:00", "created_utc": "2020-06-29T16:13:49+00:00", "updated": "2020-07-06T13:46:05-07:00", "updated_utc": "2020-07-06T20:46:05+00:00", "shot_hash": "4656e3d750ad850e94a3240ebcbcbb26", "slug": "lifespan-test-httpx"}, {"path": "auth0_auth0-logout.md", "topic": "auth0", "title": "Logging users out of Auth0", "url": "https://github.com/simonw/til/blob/main/auth0/auth0-logout.md", "body": "If you [implement Auth0](https://til.simonwillison.net/auth0/oauth-with-auth0) for login, you may be tempted to skip implementing logout. I started out just with a `/logout/` page that cleared my own site's cookies, ignoring the Auth0 side of it.\n\nSince users were still signed in to Auth0 (still had cookies there), this meant that if they clicked \"login\" again after clicking \"logout\" they would be logged straight in without needing to authenticate at all.\n\nThere are two problems with this approach:\n\n1. It defies user expectations. If someone logged out they want to be logged out. Users don't understand the difference between being logged out in your own site and logged out for Auth0.\n2. Sometimes people have a legitimate reason for wanting to properly log out - if they are on a shared computer and they need to be able to sign out and then sign back in as a different account.\n\nFor example, a couple who share the same computer and want to sign into their own separate accounts. I ran into this use-case pretty quickly!\n\n## Logging users out of Auth0\n\nThe good news is this is easy to implement via a redirect. Clear your own site's cookies and then send them to:\n\n    https://YOURDOMAIN.us.auth0.com/v2/logout?client_id=YOUR_CLIENT_ID&returnTo=URL\n\nThat `returnTo` URL is where Auth0 will return them to. I used my site's homepage.\n\nIt needs to be listed under \"Allowed Logout URLs\" in the Auth0 settings.\n\nRelevant Auth0 documentation:\n\n- [Logout](https://auth0.com/docs/authenticate/login/logout) Auth0 high level documentation\n- [Log Users Out of Auth0](https://auth0.com/docs/authenticate/login/logout/log-users-out-of-auth0) describes how you can log them out of Auth0 (what I wanted) or you can additionally log them out of Google SSO (not what I wanted)\n- [GET /v2/logout](https://auth0.com/docs/api/authentication#logout) API documentation\n\nI implemented this for [pillarpointstewards/issues/54](https://github.com/natbat/pillarpointstewards/issues/54), in [this commit](https://github.com/natbat/pillarpointstewards/commit/2a79046b52da79216e6548d2ef386decf6b65656).", "html": "<p>If you <a href=\"https://til.simonwillison.net/auth0/oauth-with-auth0\" rel=\"nofollow\">implement Auth0</a> for login, you may be tempted to skip implementing logout. I started out just with a <code>/logout/</code> page that cleared my own site's cookies, ignoring the Auth0 side of it.</p>\n<p>Since users were still signed in to Auth0 (still had cookies there), this meant that if they clicked \"login\" again after clicking \"logout\" they would be logged straight in without needing to authenticate at all.</p>\n<p>There are two problems with this approach:</p>\n<ol>\n<li>It defies user expectations. If someone logged out they want to be logged out. Users don't understand the difference between being logged out in your own site and logged out for Auth0.</li>\n<li>Sometimes people have a legitimate reason for wanting to properly log out - if they are on a shared computer and they need to be able to sign out and then sign back in as a different account.</li>\n</ol>\n<p>For example, a couple who share the same computer and want to sign into their own separate accounts. I ran into this use-case pretty quickly!</p>\n<h2>\n<a id=\"user-content-logging-users-out-of-auth0\" class=\"anchor\" href=\"#logging-users-out-of-auth0\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Logging users out of Auth0</h2>\n<p>The good news is this is easy to implement via a redirect. Clear your own site's cookies and then send them to:</p>\n<pre><code>https://YOURDOMAIN.us.auth0.com/v2/logout?client_id=YOUR_CLIENT_ID&amp;returnTo=URL\n</code></pre>\n<p>That <code>returnTo</code> URL is where Auth0 will return them to. I used my site's homepage.</p>\n<p>It needs to be listed under \"Allowed Logout URLs\" in the Auth0 settings.</p>\n<p>Relevant Auth0 documentation:</p>\n<ul>\n<li>\n<a href=\"https://auth0.com/docs/authenticate/login/logout\" rel=\"nofollow\">Logout</a> Auth0 high level documentation</li>\n<li>\n<a href=\"https://auth0.com/docs/authenticate/login/logout/log-users-out-of-auth0\" rel=\"nofollow\">Log Users Out of Auth0</a> describes how you can log them out of Auth0 (what I wanted) or you can additionally log them out of Google SSO (not what I wanted)</li>\n<li>\n<a href=\"https://auth0.com/docs/api/authentication#logout\" rel=\"nofollow\">GET /v2/logout</a> API documentation</li>\n</ul>\n<p>I implemented this for <a href=\"https://github.com/natbat/pillarpointstewards/issues/54\">pillarpointstewards/issues/54</a>, in <a href=\"https://github.com/natbat/pillarpointstewards/commit/2a79046b52da79216e6548d2ef386decf6b65656\">this commit</a>.</p>\n", "shot": {"$base64": true, "encoded": 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EhDHGGGOMMaYznIAwxhhjjDHGdIYTEMYYY4wxxpjOcALCGGOMMcYY0xlOQBhjjDHGGGM6wwkIY4wxxhhjTGc4AWGMMcYYY4zpDCcgjDHGGGOMMZ3hBIQxxhhjjDGmM5yAMMYYY4wxxnSGExDGGGOMMcaYznACwhhjjDHGGNMZTkAYY4wxxhhjOsMJCGOMMcYYY0xnOAFhjDHGGGOM6QwnIIwxxhhjjDGd4QSEMcYYY4wxpjOcgLwERUVFGDRoECwtLTFnzpy6Dof9l1AoFNi0aRN8fX1hY2MDPT09ODg41HVYNRIWFgYbGxtIJBLhdf/+/boOizHGGGM6VOcJyOeffw6pVCo6ISl9WVlZYdWqVXUdYo0dPHgQhw4dQm5uLr7//nvcuXOnrkNi/wWCgoLwzjvvICIiAsOHD8eOHTuQkZGh9fTFxcWwtbUV9i8vL6+XGK1mw4YNw2+//fbc06enp2PmzJlwcXGBsbExnJ2dMX36dDx79qwWo2SMMcbYy1TnCciSJUtQUFCAKVOmiIbfuHED2dnZ+Oijj+oosufn6ekJfX19AICdnR0aNWpUxxGxl4mIsGrVKixfvvyltXHjxg3s3LlTeP/5559jzJgxWL16tdZ17Nu3D+np6cL72NhYnDt3rlbjVLdr1y4sW7as1q5wpKWlwdfXF8HBwWjevDkuXryIRo0aYd26dfDz80NaWlqttMMYY4yxl6vOExAAkEgkMDExEQ0zNzevo2henLe3Ny5cuIDVq1cjPDz8Xz0vrHo7d+7EggULXmoCEhUVJfwvkUiEW6/ef/99revYsGEDunbtColEIhr2Mty9excTJ07EZ599VmsJyMKFC5GUlARA9cWFj48PFi9eDABISkrCggULaqUdxhhjjL1c9SIBqW+OHj2Knj17IjY29rnL+/n5Ye7cuXB3d39ZYVbZPtON4uJifPLJJy+9nYKCAuF/PT09URKhjbi4OJw9exZLly5Ft27dhOF79+6t0W1c2vrkk09QXFysVVlt5iU3NxehoaHC+44dOwIAOnXqJAwLDQ1FdnZ2DSNljDHGmK791yQgWVlZ+OSTT+Dl5QVTU1OYmpqiVatWWLBgATIzMyuUv3LlCgIDA+Ht7Q1zc3OYm5ujZcuW8PLywmuvvQYXFxe0atWqxuX37NlT4ZmW0m+AP/nkE+HkUSKRoHPnzti8eTP8/f1hbGwMAwMDuLu746effnrheMubP38+9PX1hbabN28ujBs1apQo3kmTJommDQ0Nhb+/Pxo0aABTU1M4OTmha9euFZ5tiYiIwIgRI+Dg4CDcnz948GDh2/snT57A0tJS1NaHH34IALh16xZef/11SKVS/PzzzwBUJ93Lly8X1qmlpSXc3d0xZMiQKreFUkqlEuvXr0enTp1gZWUFIyMjODs7Y8KECYiPjxfK/ec//4GpqanGdfbDDz/AwMBAGN60aVNhuhkzZsDR0RF3794FoEpGSssdOXKk2vgSEhIwadIk4XkGKysr+Pv7Izg4GEqlEgCQl5eH3r17izozUCgUQjuXLl3Salls2LABrq6uCAgIEK3f4uJi/Prrrxqn8ff3Fy2TqVOnCu07ODiIxm3duhUA8PPPP8Pd3R07duwQ6unUqRMkEgkWLlyosR2FQoENGzagW7dusLCwgIODA2bOnImioiKhzJkzZyCTyQAA1tbWMDMzAwA0atRIuHpaUlKC06dPa7U8GGOMMVaHqJ6YMWMGARBeycnJWk+blZVFnp6eBIAaNGhAR48epbCwMDIzMyMA5OnpSdnZ2UL5vXv3kr6+PgGgtm3b0oULF2jbtm1kZGQktH/jxo3nLn/o0CHRvKSmpgrjPvroI2G4qakpLVq0iEJCQmj8+PGiaf7666/nbr8y6m27u7uLxnXu3FkYN3HiRGH4V199RQBo1KhRdOfOHYqLi6P/+7//IwMDA4qIiBDKHTlyhAwNDQkAjR8/nsLDw8nb25sAkKWlpbA+FQoFDR48WGhr6tSpFBISQsbGxsKwTZs2ERHRwIEDCQB99dVXlJqaSleuXKEJEyaQmZlZtfNKRDRu3DihzrVr19LFixeFmCwsLCgyMlKrdfbJJ58Iw11dXYXht27dooULFwrjjIyMKCoqiqKioignJ6fK2CIiIsjCwoIAkI+PD125coVWrlwp1DV+/HgiIpLL5RQVFUWLFi0Sxunr6wvt5OfnV7scCgsLqWHDhrR06VIiIsrJySFTU1OhPk9Pz0qn9fX1FcpNmTJFGC6TyUTLa8uWLURElJKSQnv37hWNCwkJoaioKHr48CERER0+fFg0vk2bNjRp0iTq2bOnaPiSJUuE9latWqVxHRARNW7cWBj35ZdfVrs8GGOMMVa3/isSkPnz5wvTTZ8+XRg+ZcoUYfjChQuF4S4uLsLwX3/9VRg+dOhQYficOXOeu3z5Eyz1k9kFCxZoTALkcjk5OjoK4xYsWPDc7VemsraJiLp06aIxAbG2tiYAFBoaKirft29fIQFRKBTUtGlTYfrY2FgiIlqyZInG+RkxYoQwvHHjxiSVSmn06NEUHBxMrq6utGnTJoqJiRHK3L9/X5i2qKiIHBwcqp3XgwcPCtN7eXkJw7dt2yYM9/f3F4ZXtc7UT/7Ln/z++OOPwjhjY+Nq4yrVsWNHYbrdu3cLw93d3YXhR44cEYavW7dOlIDUREhICEkkEtE+FRQUJJrf06dPa5zWz89PYwJSUlKiMQEhIrpx44ZoXHh4uKjOqpZ1r169hOF+fn7CcPXkuUWLFqL61JfZ3Llza7RsGGOMMaZ7/xW3YO3du1f4X71r0datWwv/7969G4DqXvKUlBRheOPGjYX/mzRpIvwfFxf3XOWfl76+vuh5kQcPHui0/crk5eUBAD766COEhIQgNzcXAHDo0CH4+PgAAK5duybchgQALi4uAICGDRsKw9QfolZnbW2N5ORk7Nq1C9OnT8e8efNgamoqtAMAI0eOxPHjxyGXy2FsbIx79+5VG7c228SlS5eQmppabV21LSUlBREREcL76rbZF7Vhwwb07t1bdPvYxIkTRWU2btxYK229KH9/f+H/0n0AgOh2LD098WGrtMe58uUYY4wxVj/96xMQmUyG5ORk4b2VlZXwv/oJcFJSEoqKimBubi7qcUv9AVz13xJwdHQEgBqXfxHqJ1ZEpPP2NenevTsA4OHDh5g4cSJsbW0xcuRI3LhxQ3h4uPzD72ZmZpBIJKLnFnJycjTW7+zsLOqmeObMmRg/fjzatGmDBg0aAFAlCv369UOjRo0wa9YsZGVlVRu3+jMelW0TgOrZE11Tjw2oPL7aiO3mzZu4cOECgoKCUFRUJLw6d+4sSmD37dtXL35Lw8jISPi/dB8AAKlUKvxf+nxMKYVCobEcY4wxxuqnf30Cot47EAAYGBgI/xsaGorG5eXlQSKRYMyYMcKwn3/+GXl5eYiJiREeHDYxMcGsWbMAoMbla1tdt79x40a4ubkJ72UyGfbt2wdfX18cOnQIAJCfny+a5tq1a4iKihK9QkJCatSuhYUFtm3bJurCOCMjA2vXrsUrr7xSbdeu6jFVtU2oX2nRlfLLq7L4aiO20m52J0+eDKlUKrzMzMxEVxiqehi9PrC3txf+L9+7lvryVC/HGGOMsfrpX5mAZGRkCD3qlH7bXqqkpETj/4DqpBYA1q5di5EjRwIATpw4AUtLS7Rr1w6FhYUICAjAmTNn0K5dO2G6mpavbXXZvpubG27cuIF169ahW7duwrKWy+VYtGgRgIq/2dKyZUu0a9dO9GrRokWN2x48eDDi4+OxbNkyeHh4CMOfPn2KNWvWVDmtekzabBO6VH55VRbfi8ZWWFiIbdu2ISgoCOHh4RVeYWFhovKbNm16ofZeJvXb1Mp3tavey11VPcExxhhjrH74VyYgBw4cwLZt2wCovjFW/4Ze/Ralp0+fCv+7u7vD2NgYgOoE0MfHB02bNkVaWhri4+Nx9+5d5Ofn48SJE/D19RW1V9Pyta222ldP1MrfxlKZkJAQmJqaYtq0aTh79iwSExPh5+cHoOy5E09PT9E0tfF7JPfv38dff/0FR0dHLF26FHFxcTh16hRsbW1FbVdGPabKtglA9aORQMXfotB2+TyP8sursvhKY3teu3btQlZWFj788EP4+/tXeA0dOhQ9evQQysfHx1foxvZ5tpmXoVu3bsL+m52dLVwdevTokXBFxMjISDQ/jDHGGKuf/pUJyP79+4VfggYgXB0AgL///lv4PyYmRmOZzZs34+OPP0ZeXh4ePnyIFi1awNXVVXT/ubqalq9ttdW++jJ79OhRhVuBNHnrrbdEJ8ju7u54++23Aaie3wAAHx8f0QP0tXErz+3btzF37lzRsJ49e+K1114TtV0ZbbYJPz8/ODk5ARAvm9L2taF+NUMmk6GwsLDaaZycnIQkrnx8169fF/5Xn4fnsWHDBnTo0AHt27evtMy7775bYRp16svleZYJAK2e2amOmZkZJkyYILy/cuUKAODixYvCsDfffLNOrmgxxhhjrIbquhsuIlWXnpMmTRJ1zXngwAGKiIgQXuHh4XTs2DHaunUrmZqa0qBBg4Tps7KyyMPDgwCQlZUVHT9+nP7880/hd0C8vLxEvwPSokULUVvqL1tbW+rSpQv99ttvz12+/G9KpKSkCOOq+i2O7t27V/gdiOdpvzIxMTHC74kAoGHDhtH27dtpxYoVZGtrKwyfMGGCMA0A6t69Ox0/fpweP35MkZGR5OPjQ0DZ73UQEZ06dYqkUqlQx5AhQ2jVqlW0cuVKmjFjBv3yyy9CWfVuePv3768x1lOnThEAevvtt+nq1av0+PFjOnjwIFlbW5NUKqXr169XO7/qvwMSHBxMV65cIS8vLwJUv01y9epVoWxRURE5OTkJ5b29vSkkJISCg4OpTZs2lXbDe/v2bdFvmAwfPpzWrFlD27dvrzK2iIgIMjc3J0D1OyBXr14VfnMFAAUFBYnKBwcHi7rhVSgUVdZ/7do1AkDff/99leWKioqoYcOGQt1GRkb06NEjYfzatWtF29tHH31E27dvp7lz54qGb968WZhGqVSKttl27drRmjVraOXKlURUdTe8S5cuFYY3adJEFGtaWhq5ubkRAOrRowdFRERQ+/btCQA1b96c0tLSqpxXxhhjjNUPdZ6ALFq0SPgBu5q81H+TgIgoIyODPvroI2rZsiUZGxuTVColLy8vWrRoEWVlZYnKbtiwQas2Sk+aa1L+l19+IRMTE9FwS0tLOnXqFC1evJj09PRE4zp16kREFX+XQSKRCIlATeOtym+//Uaenp5kYGBA+vr61Lp1a/rmm29oyJAhorbfeecdIiKaPXs2+fn5kbW1Nenr65OVlRX16tWLfv/99wp1//333/Tmm2+Si4sLGRkZkZmZGbVp04Zmz55Nd+7coadPn5K7uztJJBJR3I6OjqITWCLVD9pNnDiRWrduTebm5qSvr08ODg40evRoio6O1mrbUigUtHbtWurYsSOZm5uToaEhubi40KRJkygxMbFC+YiICOratavwI31OTk704Ycf0uLFi0Xxenh4iKY7fPgwdejQgYyMjMjCwoI6depEu3btqja+2NhYCgoKoiZNmpCBgQFZWlqSv78/bdiwQZRgLFq0SJQ4AiATExMKDAzUWO+3334rlJdIJOTk5ESXL1+uUO7zzz8XfgxR/WVkZCTEr1AoaOHChdSkSROSSCQklUqpR48etHfvXrK3txdNs3XrVqHu+Ph4GjRoEJmZmZGxsTF5e3vTp59+SocOHRISr9KXnZ0dPXr0iDZu3FjhWFA+SU9LS6Np06aRo6MjGRkZkaurK82ePZsyMjKqXd6MMcYYqx8kRGp9Xf6PKCkpwfDhw3Hq1Cn07NlTGE5ESExMRGJiIgBgwIABOHToUI3L13W8jDHGGGOM1VcG1Rf571JQUIA+ffogPDwcR44cQf/+/UXjFQoF3NzckJKSAn19/RqXr+t4GWOMMcYYq89u0WC6AAAgAElEQVT+lQ+hv4gTJ04gPDwcEolE+JE9dWlpacIPsg0bNqzG5es6XsYYY4wxxuqz/7krIL6+vrCzs0NaWhoGDhyId999F46OjigoKMCVK1ewadMmFBQUIDAwEJMnT0ZaWlqNytd1vIwxxhhjjNVn/5PPgDx48ADff/89jh8/jqSkJOTl5cHExASNGzeGr68vJk+ejL59+z53+bqOlzHGGGOMsfrqfzIBYYwxxhhjjNWN/7lnQBhjjDHGGGN1hxMQxhhjjDHGmM5wAsIYY4wxxhjTGU5AGGOMMcYYYzrDCQhjjDHGGGNMZzgBYYwxxhhjjOkMJyCMMcYYY4wxneEEhDHGGGOMMaYznIAwxhhjjDHGdIYTEMYYY4wxxpjOcALCGGOMMcYY0xlOQBhjjDHGGGM6wwkIY4wxxhhjTGc4AWGMMcYYY4zpDCcgjDHGGGOMMZ3hBIQxxhhjjDGmM5yAMMYYY4wxxnSGExDGGGOMMcaYznACwhhjjDHGGNMZTkAYY4wxxhhjOsMJCGOMMcYYY0xnOAFhjDHGGGOM6QwnIIwxxhhjjDGd4QSEMcYYY4wxpjOcgDDGGGOMMcZ0hhMQxhhjjDHGmM5wAsIYY4wxxhjTmXqRgCxevBgmJiaiYV999RXs7OzQsGHDOopKs7Vri2FgkPnS2xk5Mg99+uS+9Hbqwpgx+ZBIMrFxY3Gt1enklIXFiwurLFNQAEyfXgB7+yyYmGSiW7dcXLmiqHIahUKB0aNHw9zcHMOHD6+1eAFg5MiR6NOnT63W+ffff0MikeD8+fO1Wi8DbG1tsXz58roO419j5syZaN26dV2HUe1+Vhv74cvYlzX5t2+Duoj/v/EYeOLECUgkEly6dKmuQ6lV9eUYAehuH34R1e0/Tk5OWLx4sQ4jejH1IgEpTyaTYfHixXj99ddx+vTpug5HpFcvA/z0k2ldh1HvBAcXY9Kk/GrLZWURDhyQoU0bffz6q+y527O3z8Ldu8oaTTN1aj7CwmT45htTHDxoAUdHPfTtm4MHD6jSac6ePYs9e/ZgzZo1WLNmzXPHqytNmjTBunXr0Lx587oOhWnp5s2baNq0aV2HIRg1ahS2bt2qk7bs7e1x9+5dnbRVmXfffRdz5syp8zr+G5Vfv2vWrMHAgQPrMKK6FxwcjEmTJv2r29XlMaI2aHOMfRn7cG0f38rvP/Xh+PkiDOo6AE1yc3Mhl8vRv39/tGnTpq7DEfH21oe3t35dh1HvXL0q16rcjh0ymJpK8M03pujTJxe3byvRvHnN8uCUFCXS0ipPGjRJSlJixw4Z9u83x7BhhgCA7t0N0KxZCX74oQhffSXVOF1GRgYAYMSIEbC1ta1Rm3XB2toa06ZNq+swWA1cvXq1rkMQuXr1KgYNGvTS20lJSUFaWtpLb6c6ffv2rRd1/LfRtH4nTpxYR9HUH3W1v9dmu7o6RtQWbea9tvfhl3F8U99/6svx80XUuysgJ06cEE70Ro0aVeHWLAD49NNPYWVlhcJC8S0333//PaRSKbKysgAAv/zyC7y8vGBsbAwbGxsEBgbiyZMnQvnBgwdj8ODBojpCQ0MhkUiQl5enMb7yt2CNGZOP0aPz8OOPxWjaNBumppkYNCgP6emEefMK4eiYBRubLMyaVQD655z522+LYGOThWPH5PD2zoa5eSaaNctGSEjlVwTkcmDZskJ4emZDKs1Ey5bZWLeu7Bam2FglJJJMHDsmR0BALqysMuHiko3t22W4ckUBX98cWFpmol27HEREiG872rlTho4dc2BungkHhyx88EEB1Bdto0ZZ+OGHYsybVwgnpyxYWWViyJA8PH6smqGePXOxZYsMv/4qg0SSiejoym9r2rq1GKNHG6F3bwO4uuph2zbxbVirVxfB3Fx8i9v9+6p5+/PPEpw+LYerazYAoFmzbLz+etl60tcHPv+8CA4OqlusBg7Mw9OnqhhPnCiBkRHw2muGQnlDQ9X748dLNMa6ePFijBw5EgBgZ2eH11577Z947mPMmDFo2LAhjI2N8corryA0NFSYLjg4GI0aNcKBAwfQqFEjzJ8/v9Lloa64uBjz58+Hs7MzjIyM4OrqikWLFkEuL0vuLly4gPbt28PExATe3t44cuQIunbtiunTpwOoePvBmDFjMHr0aGzZsgUeHh6wsLCAj49PjS7ld+vWDf369asw/I033kCnTp20jt3c3ByrV68W1TF16lS8+uqrlbZdGv+PP/6Ipk2bwtTUFIMGDUJ6ejrmzZsHR0dH2NjYYNasWSAqS0p37NiBDh06wMLCAra2thg6dCju3LkDADh58iQkEgkuXrwoaismJgYSiQRHjx6tNB65XI4PPvgAtra2MDMzwxtvvIH09HRhfFpaGiZMmAAXFxeYmprC39+/yqu4y5Ytw8SJE3Hv3j1IJBJ89913WtWzbt062Nvb4/Tp02jbti3MzMzQtm1bxMTE4Ndff0XLli1haWmJgQMHCh9SUVFRkEgkCAsLQ69evWBlZQVbW1vMmzcPSqXqaqJEIkFycjImT56MBg0aCO3t3LkTHTt2hLm5ORwcHPDBBx+Ijr8PHz7EwIEDIZVK4eDggGXLllU6zwBw+vRpuLq6AgCaNWuG119/HYB221F5qampGD16NBo1agSpVAovLy9s3Lix0vKPHz+Gq6srAgMDQUSiWy+0WUaaqNcRGxsLiUSCY8eOISAgAFZWVnBxccH27dtx5coV+Pr6wtLSEu3atUNERIRQh5WVFb766itMnjwZ9vb2MDU1xeuvv45nz55V2u61a9fQv39/2NrawtLSEsOHD8e9e/eE8c+7/2i7/V2+fBl+fn6wsrKCm5sbNm/eDKDy9at+C0l1dZTauHEjXF1dIZVK0atXL8TFxUEikWD37t2VLpfyqjsXkMvlmDVrFmxsbGBpaYm33noLYWFhkEgkePr0KYDaOcb17NkTW7Zswa+//gqJRILo6Git56E6586dQ/fu3dGgQQNYWFiga9euOHv2bJXtVnWcBDR/lunqGFHqwoUL6N69O0xNTWFubo7evXuL9pvqzuMqO8aWp74PR0ZGQiKRIDIyUlSmefPmmDdvHgCgpKQE8+bNg4uLC0xMTODs7IwPP/wQMpms0u1f3YYNGyCVSiGTlZ33TZs2DRKJBLGxscKw9evXw8rKCnK5XNh/qqpfX18fn3/+ORwcHGBiYoKBAwcK23C9Q/XAokWLyNjYmIiIZDIZxcfHEwDavHkzPXv2rEL55ORkkkgktHPnTtHwrl270tixY4mIKCQkhCQSCa1YsYLi4+Pp9OnT5OnpST4+PqRUKomIaNCgQTRo0CBRHdu2bSMAlJubqzHWH38sIn39DOF9YGAeOThk0uLFBSSTEd24IScDgwxq3jyL1q8vIrmc6PjxEgIy6PBhmaiOfv1y6OFDJRUVEX36aQHp6WVQXJyCiIhGjMilgIAcoZ05c/LJ1DSDfv21mBITFbRuXREZGWXQzz8XERFRYqKCgAzy9c2m2FgFyeVE48fnkYWFqp0HD1Tt9O6dQ35+2UK9+/fLCMighQsLKDFRQYcOycjJKZOCgvKEMk2aZFKTJpm0eXMxlZQQpaYqqHHjTHrvvXwiIsrKUpKPTzaNHZtHaWlKkss1r+fYWFWM4eElRES0eHEBNWuWRf+sDiIi+vrrQjIzyxBNl5qqmu6PP2QkkxHt2lVMQAZduyannJyyGD08smjmzHyKjJTTvn0ysrLKpGnTVDHOnVtAbm5ZFWJasaKQzM0zKgwnIsrPz6fNmzcTAIqPj6fs7GwqLi4mT09Patu2LZ05c4YSEhJo6dKlBIDCwsKIiGjjxo1kampKAQEBdOjQIUpKStJY/4gRIyggIEB4/9Zbb1HDhg1p586ddPv2bQoNDSULCwv64IMPiIiosLCQbGxsqHv37hQVFUWnT5+mdu3akaOjI82YMYOIiG7cuEEA6Ny5c0REFBgYSI0bN6Z3332X8vLyqKCggPr160etWrXSvJI02Lp1K+np6dGDBw+EYXl5eSSVSmn9+vVaxU5EZGZmRl9//bWo7ilTppCPj0+lbQcGBpKDgwMtXryYZDIZ3bhxgwwMDKh58+a0fv16ksvldPz4cQJAhw8fJiKiK1eukEQioUWLFlFsbCxduXKFevXqRW3btiUiIqVSSW5ubjRt2jRRW4sXL6YmTZqQQqHQGIuNjQ05OzvTrFmzKCIignbt2kWWlpY0atQoIiJSKBTk4+NDzZs3p5MnT9KtW7do5syZZGJiQjdu3NBYZ35+Pr3//vvk7OxMaWlpVFhYqFU9mzZtIiMjIxo7dixlZmZSZmYmeXh4kJubG02aNIkKCgro/v37ZGdnRwsWLCCism2jZcuWdPnyZVIoFHTgwAEyMDCgTZs2ERHR/fv3CQD9+OOPlJ6eTkRE+/fvJwC0cOFCSkxMpEOHDpGTkxMFBQUJ8xEQEEDOzs5CvDNmzCAHBwfy9vbWON8ymYx27dpFAOjatWuU88+OrM12VF5AQAB16dKFrly5Qrdv36affvqJ9PX16ejRo0Qk3s8KCgrI19eXevXqRcXFxRXGa7OMNFGvIzExkQCQr68vxcbGklwup/Hjx5OFhQX169ePHjx4QEVFRdS7d2/y8/MT6rCxsaGGDRvS1q1bSaFQUFxcHDk7O1NgYKCozBdffEFERCkpKWRpaUkDBgyg69evU0REBHXv3p2aN29ORUWqz4Xn2X9qsv0NGjSIUlNTSalU0tKlS8nQ0JDu379f6fpVj7+6OohU+zIAmjVrFsXGxlJISAi1a9eOANCePXs0rovyx0BtzgVWrVpFhoaGtHHjRoqLi6NFixZRixYtCAClpaVpvW1Wd4zLysoiHx8fGjt2LKWlpZG8sg/LckrXUXh4uMbxeXl5ZGlpSe+++y7dunWLbt68Se+99x6ZmppSRkaGxnarO04Saf4s09UxgogoPj6eTExMaOzYsRQTE0MxMTE0dOhQsrCwoNTUVCKq/jxO0zFWE/V9OCIiggBQRESEqIy7uzvNnTuXiIi++OILsre3p6NHj9KdO3fo4MGD5OjoSB9//HGl27+627dvV1innp6e5OzsTBs2bBCGjRs3joYNG0ZEZftPZfU3adKEPDw8aObMmRQZGUn79u0jKyurCp919UW9S0CIiNJU99dUeoAhIurTp49oo3v06BHp6ekJHzrt2rUTVlqp0p34/PnzRFR7CYiNTSbJZGVl2rfPJm/vbNF0dnaZ9OWXhUIdQAadO1cijC8uJjI3z6BPPy0gInECkp2tJCOjDFq6tEBU59Sp+dS8ueqkujQBWbOmbOcKC1MlF3v2lAUXHFxEJiZl8fv7Z1OPHuKdIzS0mCSSDEpNVZ2INWmSSX36iMu89VYedexYNo9+ftk0cWIeVeWjjwrIw6MsCbh9WxXzmTNly6G6BISI6PBh1XwlJ5edKDZpkkm+vuJlHhSUR+3bq4a9/XY+tWsnHk9Uti4qOeekPXv2iD6ESg+0UVFRonJdunShPn36EJHqgxUA/fHHH1UuD/UD3rNnz8jAwIC+/fZbUZlFixaRmZkZFRcXC7HcvHlTGH/u3DkCUGUCYmlpSQUFZdtOSEgIAaD8/Pwq4ytVUFBAVlZWog/WnTt3komJCWVlZWkVO9HzJyA2NjYkU9vB2rdvX+FDy87Ojr788ksiIsrOzqbIyEgqKSnbrg4cOEAA6MmTJ0REtHz5crK2thZiIyJq1aoVffzxx5XGYmNjQx07dhQN+/jjj8nQ0JDy8/PpyJEjBIBOnToljFcoFOTh4UFTp06ttN4FCxaQq6ur8F6bekq3satXrwplPvjgAwJAT58+FYaNGjWK+vfvT0Rl20bpCWCpvn37Urdu3YhIleQCoC1btgjj/f39qUePHqJpQkNDSSKRUGpqqnBCEhwcLIxXKpXUsmXLKk8uDh8+TAAoOTmZiLTbBzSxt7evME+XLl2ix48fE1HZfqZUKmnEiBHUunVrysoqOw5pSkCqWkaaaEpA1qxZI4wPCwur8JkWHBxMJiYmwnsbGxvRFxJERP/3f/9HJiYmlJeXJ5QpjW3hwoVkZWVFmZmZQvmUlBTS09Oj0NBQInq+/acm21/pZ2lp2wDo4MGDRFRx/ZaPX5s6ZsyYQY0aNRKdqH/xxRc1SkC0ORfw9vYWvkgoFRAQIBz7a/MY5+fnRxMnTtQYe2WqS0Bu3bolmmciopKSEjp9+rRwnC/frjbHSU2fZbo8RsyZM4dsbW1F229ubi6ZmJjQ8uXLiUi787jyx1hNapqAjB49usL+GhsbS/Hx8USkefsvr2nTpsL28vjxYzIwMKAlS5aIEjcnJydau3YtEYn3H031N2nShHx9fUVtBAUFUfv27auc97pS727B0tbUqVNx9OhR4dLSvn374OjoiD59+qCkpATXr1+Hv7+/aJrSy6C1edkTAJo104Nh2Z09sLSUwNNTvGgtLSXIzhY/t9ChQ9kjOEZGQPPm+rh9u+Jl/uhoBWQyoF8/Q9Hwnj0NcPu2Eup3i3l4lD2fYmkpAQBRLJaWEhQVAcXFgFIJREYqNNRrCCIgJqbsVqo2bcSPC1lb6yEzU/vnMBQKIDS0GEFBxpDLVbeUubrqoUsXA4SE1E5vWJ07i2O0t9dDbm7NnhWpztWrVyGVStG2bVvR8FdffbXCdlV6e5I2YmJiIJfLNW6z+fn5SExMRFxcHBo0aAAvLy9hfNeuXat9NqV58+aQSsuecbG2tgYAZGZq15ubVCrFuHHjsG3bNmHY3r178cYbb8DKykqr2F9Es2bNYKi2g1laWsLT01NUxtLSEtnZ2cL/ycnJGDhwINzc3ODg4CDcO1v6TM/kyZORk5ODgwcPAlA9pBgbG1vtQ5rdunUTve/UqRNKSkpw584dXL58GcbGxujRo4cwXk9PD926davRMacm9Xh4eIiWgY2NDezs7DQul1IdOnQQvff29sbt27c1xqJUKhEZGVnhFryePXuCiBATEyPcLuDr6yuMl0gkovfaeN7taMiQIfjyyy8xd+5cnDx5EjKZDH5+fmjUqJGo3MKFC3HhwgUcPnwYVlZWVcZSk2VUmfLrBoBou7W0tERRURGKi8uOf5raLSoqwoMHDyrUf/nyZfj6+opug3F2doabm5toO6np/lOT7U/9Gc2aHle0qSMuLg6dOnWCvn7Z59obb7yhdd3anAsQERISEtClSxdRGfV2XvYx7kW1bNkSHh4eCAwMxMqVK3Ht2jXo6+ujR48eMDXV3GmONsfJUlV9lr3MY8TVq1fh4+Mj2n7Nzc3h4eFR6+dxNTVkyBCcPHkSY8eOxd69e5GZmQlPT0+0bNlS6zoCAgJw4cIFAMCZM2fQvn179OnTB+fOnQMAJCUl4f79+zV6PqVz586i9/b29sjNrZ89qv5rE5A33ngDDRo0wI4dOwCoTogmTJgAPT095OfnQ6lUCgf9UhYWFgBQ6yvD2FhSYZiJScVharfYQiIByh8XzMwkyMqqeMKck6Ma1qtXLkxMMoXX5MmqXqcePy5LWmoSS0GBKhFYurRQVK+7u+oZmkePyuqVanhGm2pwbn/sWAkePiR8+mkhDA0zhdeFC3Ls2SNDYdU96GrFzEw8nxJJWYwNGlRMAAFVr1yWloCelntCTk4OzM3NIZGI27KwsKiwXVV3klO+XgBVbrPp6enCe3U2NjZV1i3VtPIA0T3f1Zk6dSquX7+OmJgYFBYW4vDhw5g8ebLWsb8IY2PjCsM0PRtWOj+7du3CqFGj4Ofnh8OHDyM6OhobNmwQlXV0dMSAAQMQEhICQHX86Ny5c7UfHuXXqZmZGQAgPz8fOTk5KC4uhlQqhYmJifDasmULHj16pPX81qSe8sumquVSytzcvMI8lD43V15BQQHkcjmWLl0qisXd3R0A8OjRI2H9lt/OyrdTnefdjtatW4cVK1bg7Nmz6Nu3L+zs7LBw4ULRvflXrlzBmjVrkJOTg4KCgmpjqckyqkxNt9vK2gWgse2cnBycPHlStF5MTExw584d0XZS0zhqsv1pOrbU5LhSXR2ajnnVHe/UaXMukJOTg5KSkirbednHuBelr6+Pc+fOYfTo0di0aRN8fHzQtGlT0ZdG5WlznCxV1WfZyzxG5OTkVFjmgObPW10LCgpCWFgYMjMz8eabb8Le3h4jR46s0fMWffr0ESUg3bt3R8eOHfHo0SOkpqbi7NmzcHFxqVFSU3rMKCWRSGq8T+pKvewFSxtGRkYICgrC7t27MW7cOJw7d0548NDMzAz6+vrCQaNU6fvSnUnTiin/YPvLQgTk5wPq20pODsHVteKZsJWV6mQ3NNQMr7xScZU5O+shNbVmXdICqgTI0BCYPdsEU6ZU/JBq1Khi4vK8tm6VoUsXA3z3nTjrKi4m9OqVi/37ZRg3zggSDU3Wxirx8NDD/ftKFBUB6p+98fEKeHtrvxtYWVkhNzcXRCRKQnJycmqUcGiqt7QederbrImJicaTp/LfVr0MPj4+aN++PXbv3o0OHTqgYcOGCAgIEGJTj7WUpv2tvJexv23atAm9e/fGF198UWU7U6dOxZgxY5Cbm4u9e/fi/fffr7bu/HxxV9OlnVWYm5sL6ygqKqrCdOrf4FantuqpTPkP7pycHOGb5/JMTU1haGiI2bNnY8qUKRXGN2rUSHggtPyVlpqesGu7HZVXGt/s2bPx5MkThISEYNGiRbC3t8eHH34IQHXCferUKUybNg2BgYG4ePGi6FvV8mqyjGqTpnYBaGzbysoKXbt21XjSqOmLCm297O2vJjQd82pyvNPmXKA0Qauqnfp2jNPEzs4OX3/9Nb7++mvcunULa9aswYQJE+Dl5QUfH58K5bU9TlbnZR4jrKysKixzQLXcHR0dAbyc8zhN61FTvUOHDsXQoUORn5+PgwcPYs6cOZg6dSoOHDigVTu9e/fGs2fPkJCQgNOnT2PFihUwMTGBj48Pzp8/L3yp8t/qX3sFBFCdQISHh+Pbb7+Fv78/WrRoAUD1gdS2bVshsywVHh4OAOjYsSMA1bcZ5XeAmJgYHUSucuZMWe9LeXmqk2FPz4oH+LZt9WFsDDx9SvD01BNeNjYS2NlJoOELLq3o6QE+Pvq4e1chqtfNTQ9GRoC1dc0SkMqS7NLf/ggKMsKrr+qLXl26GKBPH0OhBzBLSwkKCoAStY6p1G8F06Y9Tfr1M4RcDvz5Z1nFhYXA0aMlGDCg8hOR8l599VUUFRXh2rVrouHh4eHCdvU82rZtCwMDA43brJWVFVq0aIEWLVogPT1d1EvJhQsXdNYV35QpU7B7927s2rVLuNqobeyA5v3t+vXrtR5nUVFRhW9Jf/vtNwDib2cHDRqEhg0bYuXKlbhz5w7GjBlTbd3lf9wsIiICxsbGcHd3h6+vL4qKiqBQKODp6Sm8pFIpnJycqqxXPa4XqUcbZ86cEb2PjIyscEtOaTx6enrw8fHB3bt3RbG4ubnByMgI1tbWwq1G6rdElJSUaP0bTqVtabsdqcvOzsZvv/2Gkn8OGKU99XTq1Ak3btwQyrVp0wY+Pj4IDQ3FzZs3q+2BR5tl9DJoatfMzAzOzs4Vyvr6+iIxMRHu7u6idaOnp4fGjRs/dwy1vf29yLevLVq0QEREhKiO//znP1pPr825QGkPRleuXBGVUW+nto9xtf2NdHJyMsLCwoT3Xl5eWL9+PfT19fH3339rbFfb42RldHGMePXVVxEZGSnqKSorKwtxcXE1Po+ryTIvveqiXu/Tp09FVwDDwsKE3+AwMzPD6NGj8fbbb4uOO9W1a29vj1deeQX79+9HXFwcunbtCgBCD2bnzp2rNgGpr1c3tPGvTkC8vb3h5+eH1atXV7h3e968eTh48CC++eYb3Lt3D6dOncLs2bPRo0cP4f5PHx8fRERE4Pr16yAiHDlyBEeOHNFJ7AYGwMqVRTh/Xo6EBCWmT1d9sxoYaFShrKWlBO+8Y4ylSwuxa5cMyclKnD4tR9++uZg4sfof/6vK/PlS/P57CVauLEJCghLR0Qq8+WY+unTJQU2ucFpb6yEqSoHoaAXS08U7xI4dMpSUAMOHV5w3ABg92gjHj5fg0SOCj48BiIDNm1X3RcfHKxEcXFShLQA4eLAEt25V/UvmpZyd9TBpkhFmzcrHtm0yHD8ux6hRqm+vp0/XPoMbMGAAvLy88PbbbyMiIgJJSUn45JNPEBkZKXzb+jwaNmyIt956C19++SXCwsKQkpKCkJAQBAcHY86cOTAwMMCgQYMglUoxe/ZsxMXF4cKFC5g7d+4LnWwAqpNof39/UdeGmgQGBuLBgwfYv3+/aH/TJnZAtb/t378f6enpkMlk+PLLL0Vd2NYWPz8/HD9+HJcvX8a9e/fw3nvvCd+WRUZGCt9iGRgYYOLEiVi1ahWGDx+u8VJ/ecnJyVi+fDmSkpJw/PhxrF+/HiNHjoRUKkWfPn3Qvn17BAUF4cyZM7h79y527NiB9u3bIzg4uNI6ra2t8fjxY5w7dw737t177nq0deDAAezcuRPJycn49ttvER4eLtxOZ2JiAqlUijNnziA6OholJSWYP38+fv/9d6xcuRIJCQmIjo7Gm2++iS5duiA3Nxeurq7o1KkTvvzySxw7dgzR0dF45513YGSkeX9Xn28AOHjwIG7duqX1dqROT08PM2bMwDvvvIPo6GgkJydjx44duHr1qugZhlIeHh5YtWoVvvrqqyp/KbuqZfQyPXz4EMuWLUNSUhIOHjyIn376CWPHjtV4y9S0adOQl5eHSZMmITo6GomJiVi+fDm8vb0rnEzXRG1tf+XX7/MYNWoUUlJSsGTJEmHdavvtciltzgVGjRqFPXv2YNeuXUhKSsKyZctEz93U5jHO2toaUVFRiI6ORnp6Oi5dugR/f/8X+jImJSUFI0aMwJo1axAfH4+EhAQsX74cenp6wvMb5dvV9jhZni6PEdOnT+RRor4AACAASURBVEdBQQGmTJmChIQE3LhxA+PHj4elpaXwvIo253Hlj7HVcXFxga2tLUJCQiCXy5GVlYVZs2ahYcOGQpnvvvsOY8aMwdmzZ5GcnIzTp09j9+7dwnFH2+0/ICAAa9euRatWrYSEsGvXrjh06BCSkpKEOw3Kq439q87p5FH3ajxPL1ilVq1aRWZmZpSdXbGHo59//pk8PT3J0NCQ7OzsaOrUqaIeQ/Lz8ykwMJAaNGhANjY2NH78eNq9ezcB0FgfkeZesLp0EfcQ1aNHDgUGinuEcnfPogULCoQ6DAwy6MKFEurQIZuMjDKoWbMs+vPPsp4eynfDW1Ki6qrXxSWLDA0zyNk5i2bMyKfsbFU3gqW9YB0/XtajxalTqu5/ExPLunjatk3Vha16T3TbtxdTmzaqOOzsMmnYsFyKjRX3MLVokbgHrrlzC8jdvawnmUOHZGRjk0lmZhl05IhMVNbPL5t69arYDV2pzEwlGRpm0Ndfq4JasaKQGjfOJEvLDOrSJYeiouQEZFBYmKpeuZxowIBcMjLKEOrVJsbCQqKZM/PJ1jaTTExU016/XnU3iOV7wSIiSk1NpZEjR5KVlRUZGRlRhw4daP/+/cL40p5D1HsX0aR8N7zFxcU0d+5ccnR0JAMDA2rWrBmtWLFC6CqSiOiPP/6gFi1akLGxMb366qt04cIF8vT0FHrm0NQLVpcuXUTt/vHHHwRA6MawtIeVkydPVhkvEdHAgQM19gakTeyJiYnUtWtXMjMzIycnJ1q2bBktXLiwyh46NMXfo0cPUdekRKreSUq7m01PT6dhw4aRubk5NW7cmJYtW0YKhYL69u1LxsbGtH37dmG60m4+tZl3S0tLWrNmDc2cOZMaNmxIpqamNHLkSNEx5cmTJ/Tmm2+SjY0NmZiYUKtWreibb76pst579+6Rp6cnGRkZ0ZIlS7SqR9M2tnTpUmrSpImo7ilTpghdvZZuG7t376ZBgwaRqakp2djYCL3JlPrss8+EcaXztn37dmrTpg0ZGRmRnZ0dDRs2jGJjY4VpkpOTKSAggIyNjcne3p6WLFlCixYtqrK7Z7lcTgMGDCAjIyPq1asXEWm3HZV3+fJl6t27N1lZWQnLavXq1cL48vuZUqmk/v37U9OmTSk7O1tjL1jVLaPyNPWCdfz4cWH8qVOnCAAlJiYKw0p76intFtTGxoaWLl1K77//PtnY2JCpqSmNGTNG1IOdei84RESRkZEUEBBApqamZGlpSZ07d6ZDhw4J459n/yF6vu0vV9XjB23bto2INK9fTb1gVVUHkarHOnt7ezI3N6fBgwdTVFRUlb0Mlj8GElV/LpCXl0fjx48nMzMzsrW1pdmzZwvrp7SL09o6xh06dIhsbGzIzMyMjhw5IvRmpB5vedX1gkWk6t2wbdu2wrbQqVMn+vPPPyttV5vjZGWfZbo6RhARnT9/nrp06UImJiZkbm5O/8/eeUdVdWx//HulXS5NehNEREAwIqKIwUAQjInYEhSMoCa2mIjBrhGjvuhPTYgmD1ssEUUMGns3lqeIhKCg2EAEwRYFsSCIUi7s3x+se949l9tAQH2Zz1qu5M7Mmdmzzz57Zs6Z2Xz44Yd09epVLl+deZw8HyuLrJ84fPgwOTs7k56eHrm6utLu3bupZ8+eXNjloqIiGj58OJmbm5O2tjbZ29vTV199xUXYk2f/8jh06BABoC+//JJLe/ToEQkEgnpjo/TzI69+W1tbio6O5l0zbdo0at++vVIdvy7eiAVIY6mtraUePXrQV1999bpFaRCyixgGQ10eP37Mi2NeUVFBIpGIC9PXWEJCQujy5ctKyzx8+JD09fXp999/f6W23iRmzpypNAzk/xLyJmYMPq9TR7KLC0bdGP/gwQNe2pkzZwgAbxL6qlRVVfHCVxMRfffdd2RmZtZkbTDebAYPHkx9+vR53WL8o3grD6G/fPkSN2/eRGxsLLKzs7Fr164WaXfVqkpERqqOoKIMovqHCQWChoUtZDQ9vXppIjm58Qc3W4LS0lI4OjoiKCgI8+bNQ6tWrRATEwMNDQ2EhIQ0ut6HDx8iKysL7u7ucvOfPHmC3NxcTJkyBW5ubq/U1ptCTk4Ojh8/jmXLljVoTzmDwWg5zpw5g/fffx/fffcdhg0bhuLiYkydOhXe3t68cOSvypIlSxATE4ONGzfCy8sLly9fRmxsrMqw3Iy3n6qqKmRlZSEzM1Putk1G8/FWLkCuXbuGHj16oGPHjjhw4ABsbW1bpN2JE3UwcWIjT3wrQd6ihMGQxdDQEMeOHcOsWbPQq1cvaGhowMPDA8eOHYOVlVWj67WwsFC6hzQuLg5z5syBn58fNm7cyB0+f5vp1q0bjIyM8NNPP2HAgAGvWxwGgyEHf39/xMfHIyYmBkuWLIGxsTH8/f0RExOjMFJRY5gzZw4qKiowffp0FBUVoU2bNhg3bhzmzZvXZG0w3kzu3bvHhS2Oiop63eL8oxAQvcVH6BkMBoPBYDAYDMZbxdv/KpPBYDAYDAaDwWC8NbAFCIPBYDAYDAaDwWgx2AKEwWAwGAwGg8FgtBhsAcJgMBgMBoPBYDBaDLYAYTAYDAaDwWAwGC0GW4AwGAwGg8FgMBiMFoMtQBgtTl5eHgQCAU6cOPG6RcHKlSuhqflm/zmcyMhIdOrU6XWL8dZgZmaGRYsWNfr61atXQ0en6f/eT1Ojqp+vqofG8KY9T69DBwAQERGBXr16NVv9169fh0AgQJs2bVBbW9skdW7YsAECgQBisVhpufz8fAwYMAD6+vowMjJCWFgYCgsLG93u1atXIRAIcPbsWYVlHj16BIFAgJ07dza6HXX5/vvvYW5uDhMTE7n5b5qNMxhvK2wBwmh2rl27BgcHh2ap28LCArdu3WqWuhlvJ8uWLUO/fv243w21EX19fejr6zeHaC2KrB5agoCAAKxevbpF21RGS+lg6NCh2LRpU7O3IyEuLg7u7u4oLCzEyZMnG1VHY/xyRUUF+vTpg5KSEmzbtg1btmxBTk4OBgwY0OiFkK2tLdasWQMnJ6dGXd+UVFVVYe7cuRg8eDBOnz4tt4ysja9atYr9xXQGoxGwZTyj2cnIyGiWeu/cuYPi4uJmqZvx9jJq1Cju/xtjI/8rCxBpPbQU7u7ucHd3b/F2FdFSOsjIyEBwcHCLtFVTU4OEhARMmzYNBw8eRHx8PPr06dPgehrjl3/77Tf8/fffSE1NhYWFBQDAyckJ7u7u+OOPP/DRRx81uE5jY2NMmDChwdc1B2VlZRCLxejbty86d+4st4ysjTfX+MZg/K/zRnwBefjwIUaOHAlbW1vo6urC2dkZsbGxDaojPz8fVlZW3GSjtLQUVlZWMDU1hZmZWXOI/UpcvHgRQ4YMUavs1q1b4evrqzB/0KBBCAkJwY8//gh7e3vo6uqiW7duSE9P58qoo+P79++jf//+EIlEsLGxQUxMDObOnQs3NzeujFgsxoIFC+Dq6srVs2bNGoWyLViwAKNGjcLt27chEAjw888/c3nl5eUIDw+HgYEBjIyMMGXKFNTU1HD5iYmJ6Nq1KwwMDGBmZoaBAwfi5s2bAIDTp0+jbdu2AIB27dph8ODBCmVIS0uDn58fRCIR7OzsMHPmTFRWVsotq07/0tPT0adPH5iZmUFfXx/e3t687WTXrl2DQCDAgQMH4O7uDm9vb7Xrvn//Pvr16wddXV1YWVlhwYIFCvslISwsDKGhoVixYgUcHBwgEokQHByMx48fY/r06bCxsYGpqSkmTZoEIkJZWRn09fWxePFiXj01NTWwsLDAN998I7edyspKzJgxA3Z2dtDW1kbbtm0RHR3NbdmwsbHBwoULufKFhYUQCAQICwvj1WNtbY2YmBisWbMGFhYWSEtLQ48ePWBkZARHR0ds3LhRaX+Tk5Ph5+eH1q1bw8DAAL169cKZM2e4fMm2G0U2ouo+uLi4YOTIkdzvDRs2oFOnThCJRDAzM0NISAju3bunVMbNmzfD3d0durq6cHNzQ1xcHC//119/hZubG3R0dGBqaorw8HAUFRU1uIw0SUlJ0NHRwbp163h6kFBcXIyRI0fC3t4eIpEIPj4+vLe81dXVmD59Ouzt7SEUCmFnZ4epU6eiqqpKaV+lkd2eosqnZGdnQyAQ4NSpUxg8eDDMzMxgaWmJSZMm8XzBvXv3EBYWBhMTE+jo6OCdd95BQkICl6/omZPWgbr2tm7dOrRt2xa6uroICAjgtjv9/vvvcvssEAhQUFCAzz//HK1bt+bSNTU1sWfPHri4uHAyS/tkANi2bRu6d+8OfX19WFlZYcqUKXj58qVSHR87dgyFhYUYNmwYIiIisGfPHjx//pxXpn///ujfvz8vLSEhAQKBAM+fP1fql2/cuAFfX18IhULY2NjwvuycOHECPj4+3OIDANzc3NC+fXscP35coczKniF5W7DWrl3LjWW+vr64du1avToboztldnTixAlurjB06FAIhUK5dUjb+Pvvv4+4uDhs3rwZAoEAmZmZSttnMBhS0BtAcHAwtW/fnpKSkignJ4d+/fVX0tDQoD179qhdx+DBg2nZsmX10lNTU8nU1LQpxW0S4uLiKCQkRGW58vJysrOzo/PnzyssExISQq1bt6YJEybQy5cv6enTp9S3b1+yt7enmpoaIlJPx/369SMbGxs6duwYXbp0ifr3709OTk7k7u7OlZk8eTKJRCLavHkz5ebm0po1a0hbW5s2bNigUP6vv/6a7OzsqLi4mF6+fEm5ubkEgLp06UIrVqygzMxM+uGHHwgAbdu2jYiIzp07RwKBgKKjoyk7O5vOnTtHAQEB5OHhQUREVVVVtH37dgJAFy5coNLSUrntFxQUkIGBAX322WeUmppKu3fvJjMzM5o4cSIREa1YsYI0NDTU7t/Lly/J1NSU+vfvTxcvXqRr167R119/TXp6enTv3j0iIrpx4wYBoK5du9LGjRvp8uXLausuMDCQ7Ozs6OTJk5SVlUUTJ04kKysr3j2QJTw8nKysrGju3LlUVVVFV65cIU1NTXJycqJffvmFxGIxHT9+nADQkSNHiIjos88+I1dXV149J06cIAB0/fp1ue2MHj2aTExMaNu2bZSXl0cJCQlkYGBAU6ZMISKiiIgI6tu3L1d+27ZtZGdnR9bW1lxaTk4OAaCLFy/S+vXrSVtbm4KDg+nu3btUW1tL8+fPJy0tLU6Xsjx//pwMDQ3piy++oKysLLp27Rp9+eWXJBKJ6MmTJ0REZGpqSgsXLlRoIw2x4TNnzpBAIKB169ZRXl4epaWlkZ+fH/Xs2VPh/di5cydpaGjQDz/8QOnp6bR8+XISCAS0Y8cOIiKKj48ngUBAixcvppycHDp9+jS5urqSl5cX1dbWql1G0k+iOpszMTGh6OhoTg7p/JqaGvLy8iInJyfOtiIjI0koFNKVK1eIiGjhwoVkYWFBf/zxB928eZMOHTpENjY29M033yjsqyyyz5MqnyLxBR4eHvTnn38S0X/tcPv27UREVFlZSa6uruTh4UFJSUl048YNmj9/PgGgffv2cf2X98xJ60Adezt37hwBoEmTJlF2djbFx8dTly5dCAB3/2S5d+8eAaAVK1bQ48ePiajumWzXrh198MEHlJycTMnJydS5c2fq2LEjd93evXsJAM2ePZtyc3Pp8OHD1KZNG4qIiFCq49DQUO45Ky0tJZFIRHFxcbwywcHBFBwczEvbsmULAaCysjK5fnn9+vWkqalJAQEBtHfvXsrIyKDhw4eTpqYmpx8vLy8aPXp0PZk++OAD6t+/v1x5VT1DV65cIQCUnJzMlQdAU6dOpZycHDp8+DB5eXnx7kFjdKfKjqqqqjj/tHHjRnr06JHceqRtvKSkhLy8vGjYsGFUXFxMYrFYYfsMBoPPG7EAyc3Npfz8fF5a165d6csvv1Tr+hMnTpCzszNVVVXVy1O0ALl//z6FhIRQhw4dyMXFhSZMmEDPnz/n8nfv3k3Ozs7k7OxMkyZNov79+9Pq1au5/M2bN1OnTp3IxcWFvLy86MSJE1zexIkTKSoqivudnJxMlpaW3O9//etfpK+vTzo6OmRpaUmWlpa0efNmuX2bO3cuff7550r7HxISQvr6+vTy5UsuLSUlhQDQyZMniUi1jgsLC6lVq1a0atUqLr+0tJRat27NTRaePXtG2traNH/+fF49Y8eOJScnJ4XyzZo1i9q2bcv9lkw6Zs6cySvXpk0bbjL77NkzSk9Pp+rqai5///79BICKioqIiOjIkSMEgAoKChS2PWfOHLKwsOANDPHx8TR27Fgi4g8m6vSvqqqKLl++zBucSktLeRMmSf+mTZvGlVGnbslERvoe1NbWkrOzs8oFiKmpKc/+PT09611jbm5OS5YsISKis2fPEgDewnbChAkKJ9aPHj0iTU1N+umnn3jp0dHRpKenR5WVlbRp0yYyNDTkFr0TJkygWbNmkb6+PuXl5RFR3STQ3Nycamtraf369QSAzp49y9V3584dAkCHDh2SK0dWVhZvskJEVF1dTadPn6by8nIi4k86ZW2koTa8evVq0tXV5em2sLCQ0tLS5MpHRPTuu+/We7kwc+ZM+vnnn4mIqEuXLjRo0CBevmSBKNGFOmUk/Xz06BF16NCBRo4cySsvrYejR48SADp16hSXX1NTQy4uLtyzEBoaSoGBgbw6srOzKScnR2FfZZF+ntTxKZJnZdGiRbx6HB0dacaMGUT038nmxYsXeWV8fX0pKCiIV4/0MyerA3XsbeLEiWRpacnzFwsXLlS6AHn58iUB4C0CwsPDSVdXl+cnNmzYQADo2bNnRETk4+ND/v7+vLoSEhJIIBDQ3bt35bb19OlTEgqFlJiYyKVFRERQQEAAr5yqBQhRfb8s0c/hw4e5tLy8PN5Cr0OHDjR58uR6coWEhJCfn59cmVU9Q7ILkHHjxpGVlRXvHmzdupV3DxqjO3XsqLi4WOm9Jqq/yO7RoweNGjVKYXkGgyGfN2ILlr6+Pv7973/Dw8MDNjY2sLKywpUrV/DkyROV19bU1GDy5MlYvnw5tLS01G5z9OjRMDMzQ05ODjIzM5GVlcVtHykvL8eoUaPw008/IScnBz4+Pjh+/DgEAgEA4K+//kJkZCR27dqF69ev47vvvsPHH3+s9l7zefPmYdasWejfvz8KCwtRWFjI2/Ih4datW1i7dm29rTLy6NixI++TsWSPal5eHgDVOs7NzUVtbS1vq5eBgQGCgoK435mZmaiqqsIHH3zAa/v9999HXl5evW0Aqnj33Xd5vy0sLFBWVgYAMDQ0REFBAfr16wdHR0dYWVlx+7nVsQsJ6enp6Nq1KzQ0NLi0ESNGYP369fXKqtM/LS0tVFVVITIyEh07doS1tTU6dOggV66ePXs2qO7s7GwA4LaPAHXbO6R/K6Jdu3Y8+zc0NISrqyuvjKGhIZ49ewYA8PX1RceOHbFlyxYAQG1tLfbs2aPwMOWlS5cgFovh4+PDS+/WrRvKy8uRm5uLwMBAlJaW4sqVKwDqtgT5+fnB29sbycnJAIAzZ84gKCiIe5YA8PZaGxsbAwCePn0qVw5nZ2e4uLggPDwcS5cuxYULF6ChoQF/f3+IRCKVemqoDffu3RsCgQB+fn5Yv349bt26BUtLS6X3JCMjA927d+elff/994iKikJ1dTUuX74sV48S+dQpI6GqqgqffPIJ2rRpgw0bNiiUKS0tDTo6OvD39+fSWrVqhffee4+rb8CAATh58iSGDRuGnTt34unTp3B1dYWzs7PCepWhjk+RILvf3tjYmLOBjIwM6OrqwsPDg1emW7du9ba8SD9zilBmb9evX0fPnj15/uLjjz9WWac8XFxcYGpqyv2WbFsqKytDbW0t0tPT5dohEeHSpUty60xMTIS2tjaCg4MhFoshFosxYsQInD59Gnfu3GmUnLJI+2VpmRtLQ5+hrKwseHl58e5Bjx49uP9vrO4aYkcMBqP5ee0LkOrqavTt2xfHjx/HsmXLcO7cOWRmZsLT01Ot69esWQNbW9sGHQAsLy/H0aNHMWvWLAgEAgiFQkRGRmLv3r0A6hyVpqYmFz1l+PDhsLKy4q7ftWsXPv74Y25g7tevH+zs7BodjUQR06dPx7Rp03htK0L20Kyenh4AoKSkRC0dP378GEDdBEEa6QG0tLQUQF0UEKFQyP37/PPPAaDBoRglMkoQCAQgIgDA9u3bMXToUPTo0QNHjhxBZmYm1q5d26D6gbqJhWw7ilCnf7m5uejduzcqKiqQkJCACxcuKDyEaGRk1KC6JYO8rq4urx51DkTLCxsrbw+zRL8AMGbMGCQmJkIsFiM5ORmlpaX1zmvIym9oaMhLl9hLWVkZ2rRpAxcXF5w9exYPHz7k9pL7+vryFiCyB2Zl+ysrpzQaGhpITk5GaGgo1q9fDy8vLzg4OHALKVU01IZdXFyQmpqK9u3bY/bs2WjXrh18fHxw7tw5ufW/ePEClZWVCm2uvLwctbW1SvWoThkJ//73v3H27FkUFxfzzkzI63dlZSV0dXV5/Y6Li8ODBw8A1IWO3bdvH54+fYoRI0bAwsICQ4YMwcOHDxXWqwx1fIoEZTZQWloKfX193qJVUq/sxFj6mVOEsrYeP36slrzqIM+/Sdp68eIFxGIx5s+fz7sf7du3BwDunsiyadMmlJaWwtDQEFpaWtDS0kLfvn1BRGo/Aw2RW1pmAGjdujX3EkOakpIS3vkXaRr6DJWVlSn1gY3VXUPsiMFgND+vPQpWWloaLl++jDNnzuC9997j0ouLi9GuXTul1z558gQLFy5UGC5PERIHJX2QzsLCgjvg+ejRo3qDTps2bXjXW1tb8/Klr28KTp8+jczMTGzdulWt8rIOVDLRMjY2VkvHksnqixcvePVIv9WXDO4JCQl455136slgZ2enlqzqsH79evTu3Zt3qFnVAUN5mJubc7pQhTr9i4mJgVgsRmJiIqczdd48qlN3fn4+ANQb4EtKStSSv6GMGjUKc+bMwalTp7B//358/PHHCidwknRZXUp+S/IDAwORkpICCwsLvPPOOzAyMkKvXr0wadIk3L17F7dv35b7BrwhmJubIyYmBjExMcjKysKyZcswcuRIuLm5wcvLS+m1jbHhzp07IyEhATU1NTh79iyio6MRHByMe/fu1Vv4iUQiiEQihTanp6cHDQ0NpXpUp4wENzc3rFmzBv7+/pg9ezbvMLFsv4VCIS5evFgvT/pN88CBAzFw4ECUl5fj0KFDmDx5MsaOHYv9+/fLrVcZ6vgUdTAyMkJZWRmIiDd5LC0tVWvB0RCEQuEry6sOIpEIWlpaiIqKwpgxY+rlW1pa1ku7fv06zp07h82bN/MCgwB1h7bj4+MRHR0NgP8yR0Jj/KcsLi4uyM3NrZeek5ODESNGKLxO2TMki56enlIf2BjdAS1rRwwGQzWv/QtIRUUFAP5bptTUVBQUFCh8Cyrh22+/xaeffoqOHTs2qE3J4kF6y1RxcTG3yGjdunW9Cf39+/d518tut5K+XkNDg/c2Ut0JsISamhpERUXhxx9/VPsPol29epU3UEqirbi6uqqlY8k2Ium3UmVlZbzoTh4eHtDR0cHDhw/h6urK/TM1NYW5ublSWVXdS1kqKirqLQIlizHZupTV7enpibS0NE4HALBlyxb4+fnVi1uvTv8qKiqgp6fH+7ogiaKiTA516nZxcQHA32JTXV3d4AW2ukgiiyUmJmLnzp3cVwBF8mtqaiIlJYWXnpqaCiMjI85+goKCkJKSwm2/Auq2xdy8eRPbt2+Hq6vrKy1UCwoKsG/fPu63m5sbfvnlF2hoaODq1asKr5Pcm4bacFpaGlJTUwGA2+q1cOFCPHr0SOEXP09PTyQlJfHSJk+ejKioKGhpacHDw0OuHgGge/fuapWREBwcjC5dumDFihWIjY3FsWPH5Mrk7e2NiooK1NTU8Pqtq6vL+a19+/Zxfy9FT08PoaGhGDduHLelrqGo41PUoVu3bqioqMCFCxd46ampqfW2ur0qHTp0wPnz53nP8p49e9S6tiE+rlWrVvDy8sKtW7d498PR0RHa2trc1jBp4uLiYG1tjYiICHTr1o33b9y4cbhx4wbS0tIA1H2plH1xIW9rUkP98ocffoi0tDTeV4aMjAzcu3dPYQjehj5DLi4uuHz5Ms8/S0fYaozugOa1o4bqkcFgvAELEA8PDwiFQsTGxuLBgwc4duwYIiMj8cEHHyAnJ0fh5/8rV65g165dmD9/foPb1NPTw4cffoiYmBjuc3hsbCyGDRsGoG4C8ezZM24SsXPnTt7XjZCQEOzZs4c7X3Hw4EEUFRUhMDAQQN1b1KysLAB1jmn79u31ZDA0NMStW7dQVVWF2tpa3uJh7dq1MDMzUxpaVhZjY2OMGTMGWVlZyMjIwMyZM9GhQwf06tVLLR07Ojqia9eu+L//+z+kpqbi+vXrGDFiBG/7l6GhIcaPH4/58+dj+/btKCgowOnTp9GnTx+l8faNjY1RWFiI5ORk3L59W63+9OjRA8ePH0daWhpu376NL7/8EjY2NgDqFlcvX77kBppDhw5x+pbliy++QHV1NcLDw/Hnn39i3759mDlzJjp27IhWrfjmr07/evTogeLiYm7ryurVq3Hu3DlYWFjg0qVLCheb6tTdtm1b9OzZE0uWLMGxY8eQmZmJ8ePHQ1tbWy2dNYaxY8diy5Yt0NLSQu/evRWWMzExwejRo7FkyRLs27cPd+7cQXx8PFatWoXJkydzYSkDAgLw999/Y//+/dzXNgMDA3Tu3BkrV65s1N8rkObOnTsICQnBsmXLkJOTgxs3bmDRokVo1aqV3P3/sjbSUBs+evQoBg0ahF27diE/Px+ZmZmIjY2Fg4MD7O3t5co4ZcoUHDt2DPPnz0d6ejpWrFiBlStXcmc6pk+fjkOHDmH58uW4JbxMZQAAIABJREFUffs2Tp06haioKPj7+3PnPNQpI83IkSMREhKCzz//nNv6JE1QUBA8PT0RERGBpKQk3Lp1C4mJifD09MSqVasAAD///DPCwsJw5swZTi+///47d26kpqYGPj4+am+FVMenqMNHH30ENzc3jBs3DufPn0d+fj7mzJmD9PR0TJ06tUF1qWLo0KG4c+cO5s2bh4KCAiQmJqr8+iMUCqGrq4ukpCTuDI86zJgxA7t378bSpUtx48YNZGZmYsSIEfD19a33Akzytz9CQkLq+S2gboHp4OCAzZs3AwC8vLxw/vx5XL58GUSEo0eP4ujRo7xrGuOXhw4dCkdHR4SEhODgwYPYtWsXwsPD0bt3b97XdWka+gx9+umnKCoqwtSpU3HlyhXs3r2b61djdCehuezI2NgYFy9eRGZmJh4/foyqqir4+Pi06B+mZDDeSlrosLtSEhMTycHBgXR1dem9996jy5cv05EjR8jQ0FBh9J/evXvzolLJ8s4775ClpSWZmJiQQCDgok0dOHCAiP4bBcvFxYVcXV1pxowZVFlZyV2/YcMGsre3p06dOtE333xDgYGB9Msvv3D5mzZt4qJg9ezZk/766y8ur7i4mPz8/Mjb25v69+9PsbGxZGZmxpOvsLCQfHx8SCQSkbm5ORf96cmTJ2RpacmFkVSHkJAQCgoKonXr1pGDgwNpa2uTt7c33bx5s0E6zsnJoV69epGOjg61a9eONmzYQBMmTCAvLy+unurqavr222/J3t6etLS0yM7OjiZOnMhFdpHH7du3ydXVlbS1tWnevHlcxJrjx4/zynl5edGYMWOIiOjx48c0aNAg0tfXJ2tra1qwYAHV1NRQnz59SEdHh3777TcSi8X00Ucfkba2dr0oMNIkJSWRt7c3CYVCsrW1paioKC5ikmxEE3X6N2PGDDIzMyMjIyP69NNPqaSkhObPn09CoZC++uorhf1Tp+6CggIKDAwkHR0dsrCwoHnz5lF0dDQvfKcs4eHh5Ovry0vz9/en8PBwXlr79u1p1qxZvLSamhoyMDCgb7/9VmH9EiorK2natGlkY2NDmpqa1K5dO1q8eDEXFlZC9+7dCQAVFhZyaZMmTeJF0yH6b9Qd6UhnZWVlBIC2bNmiUI74+Hjy8PAgkUhEhoaG1LNnTzp48CCXLx35SJ6NNMSGq6urac6cOdxzZW5uToMGDaKsrCylulqzZg05OTmRjo4OOTs71/NVGzZsIFdXV9LS0iJzc3MaO3YsPX36tEFlpPtJVBepzNramj755BO5+UVFRTRixAgyNTUloVBIHTt2pOXLl/Pyhw8fTubm5qStrU329vb01VdfUUlJCacLAEptRfZ5UuVT1PEFRER3796lIUOGkJGREWlra1PXrl1p7969XL6ieuRFwVJlb4sWLSILCwvS19fnwm0D4MYOefzrX/8ikUhEpqam9PTpU7nP5IEDBwgAL0rTb7/9Rp07d+bZVnZ2dr36JdHckpKSFMowffp0MjExocrKSiovL6fw8HBq3bo1mZqa0vDhw+n333/nReGS9cvq6ufWrVs0YMAA0tPTIyMjIxoxYgQXAlseqp4h2ShYREQ//fQT2djYkI6ODvXs2ZO7B5JIgw3RnTSq7KgxUbAOHz5MpqampKenR0ePHuWiokk/ewwGoz4CIvbtUB28vb0xffp0hIaGvm5R6jFkyBCUlJQ0eGuDLC9evEBVVRXvMGFgYCBMTEywY8eOVxWT8QZy5MgRDBo0CLdu3eK+MDEYili5ciWICJMmTVKr/NvmU4gIRUVFvK80kj98efXq1Tfqr7wzGAzG28xrP4T+phIeHs795d6srCxcu3atyfcbv2n0798fRUVFWLt2LSwtLXHw4EH85z//wcGDB1+3aIwm5u+//8aFCxcwfvx4fP3112zxwVCLrVu3NmhrydvmU86cOYP3338f3333HYYNG4bi4mJMnToV3t7e9Q5+MxgMBqPxsC8gCrh69SrGjBmD4uJiaGtrY/bs2Qr/RsLrpqm+gBQVFWHKlCk4ceIEysvL4eTkhKlTpyo938F4OxkwYACSk5MRFhaG2NhYtYMdMBgN4W30KVu2bEFMTAzy8vJgbGwMf39/xMTEwNbW9nWLxmAwGP8zsAUIg8FgMBgMBoPBaDFeexQsBoPBYDAYDAaD8c+BLUAYDAaDwWAwGAxGi8EWIAwGg8FgMBgMBqPFYAsQBoPBYDAYDAaD0WKwBQiDwWAwGAwGg8FoMdgChMFgMBgMBoPBYLQYbAHCYDAYDAaDwWAwWgy2AGEwGAwGg8FgMBgtBluAMBgMBoPBYDAYjBaDLUAYDAaDwWAwGAxGi8EWIAwGg8FgMBgMBqPFYAsQBoPBYDAYDAaD0WKwBQiDwWAwGAwGg8FoMdgChMFgMBgMBoPBYLQYbAHCYDAYDAaDwWAwWgy2AGEwGAwGg8FgMBgtBluAMBgMBoPBYDAYjBaDLUAYDAaDwWAwGAxGi8EWIAwGg8FgMBgMBqPFYAsQBoPBYDAYDAaD0WKwBQiDwWAwGAwGg8FoMdgChMFgMBgMBoPBYLQYb8wCJCkpCf3794e1tTW0tLRgamqKwYMHIy0tjStz9epVCAQCnD179jVKynidrFy5EpqamtzvIUOGICgoCMCr28ebZl+RkZHo1KmTwnzpvr8phIWFQSAQYN26dU1WZ0REBHr16qWyXGxsLNq3bw8dHR24urpiy5YtatVfWFgIKysrJCQkNEo+ZTao6h6p27fGoMp+WgpVOngddrxhwwYIBAKIxeIWbRcA7t27BzMzM/z+++9NUp86NvQm+orXTUvagKz+jx8/DkdHR+jo6CAjI0OtOtq0aYO5c+c2l4iN5lXGYNnxvKnYuXMnBAIBHj16JDd/xowZcHFxAQAMHToUffv2BdA8z0lDdVJeXg6BQIDExERcu3YNAoEAqampTSrTm8IbsQA5ffo0+vTpAxMTE2zevBlpaWn49ddfUVRUhN69e+PatWsAAFtbW6xZswZOTk6vWWJGS3Ht2jU4ODhwvwMCArB69epmaetts68vvvgCkydPfqU6ZPX7KpSUlGD//v3o3LkzNm/e3Oh6hg4dik2bNjXomnXr1mH69OmYMGECjh8/jmHDhmHUqFHYv3+/0uuICMOGDUPfvn0RERHRKPma4j78k2kJ/a1atQqfffZZs7ahLm3atEFcXBzGjBmD3NzcBl/fmOfjf91G1fFjzWUD6rQtq/9FixbBxMQEf/31F1xdXeVeY2FhgVu3bjWprM3N2zKG6uvrQ19fv97/NwcN1YlIJIJAIKgn4/8iTb/0bASrVq2Cm5sb4uPjubSuXbsiMDAQPXv2RHJyMtzd3WFsbIwJEya8RkkZLY3s2yF3d3e4u7s3S1tvm3316dPnletQ9+2bOiQmJkIkEmH58uUICgpCXl5eowaijIwMBAcHq12eiLB48WJMnDgRM2bMAAD4+fkhOzsb//d//4eBAwcqvHbXrl1ITU3F1q1bGy1fU9yHfzItob+mtPOmYMCAAejWrRvmzp2L7du3N+jahj4fwP++japzf5vLBtSpV1b/T548gb+/Pzw9PeWWv3PnDoqLi5tEvpbkbRlD9fT0uEm9np4eamtrm62thupEIBBAJBJBX18fenp6AP53FyBvxBeQqqoqVFVV1Us3MDDA1atXuZsn+ykrLCwMoaGhiIuLg4uLCwwMDODl5YW//vqLV8/mzZvh7u4OXV1duLm5IS4ujpe/bds2dO/eHfr6+rCyssKUKVPw8uVLhfL++OOP9Qzi3r17EAgEOHjwIADg7t27CA0NhaWlJdeu7LYUVe0OHToUYWFhmDdvHvT19XHw4EFUV1dj+vTpsLe3h1AohJ2dHaZOnSpXfwBgY2ODhQsXcr8LCwshEAgQFhbGK2dtbY2YmBgAwIULF9C3b1+YmZnB0NAQn3zyCW7fvs2VXbVqFSwtLbF//35YWlpyk77i4mKMHDkS9vb2EIlE8PHxwenTpxXqUZWeFixYgFGjRuH27dsQCAT4+eefX/mT7YYNG9CpUyeIRCKYmZkhJCQE9+7dA1DfvsRiMSZNmgRTU1MYGhpi9OjR2LdvHwQCAR4+fAhAPRsUi8VYsGABXF1doaurC2dnZ6xZs4Yn1/3799GvXz/o6urCysoKCxYsUNkX6c/F2dnZEAgEOHXqFAYPHgwzMzNYWlpi0qRJqKmpkXu9PP0CdbYcFhYGExMT6Ojo4J133lFre9KmTZsQGhqK3r17o23btvW2QKWnp0MgECA9PZ2X7uTkhOnTpwOoc74FBQX4/PPP0bp1a66MpqYm9uzZAxcXF04mST25ubm4ffs2Bg0axKt3wIABOHfuHEpLSxXKvHjxYoSHh8PW1pZLU2Yj8uR71c/2yvoGADU1NZg3bx6cnJygq6uLNm3aYOLEiSgvL+fKNMZ+ACAtLQ1+fn4QiUSws7PDzJkzUVlZyeWnpKRw+fr6+ujduzfOnz/Pq+PXX3+Fm5sbdHR0YGpqivDwcBQVFSlss7CwEG3btkV4eDiIqJ7+1PEjyu6RLO+//z7i4uKwefNmCAQCZGZmcnk3btyAr68vhEIhbGxs6n1ZUOUL5flodfswe/Zs7Ny5Ezdv3lSoK1ka83wA9W20IfoD/uvnVqxYAQcHB4hEIgQHB+Px48eYPn06bGxsYGpqikmTJoGI1NafOratyscq8mPSvIoNJCYmomvXrjAwMICZmRkGDhzI3TN12pbWv1gshkAgwNWrV7Fq1SoIBIJ685XTp0+jbdu2AIB27dph8ODBXJ6Ghga+++47WFlZQSgUol+/ftxYBCgfa8rKyqCvr4/Fixfz2qupqYGFhQW++eYbubIDqudQEuRtN1LlY2RlCQ4Ohru7O0pKSgCotiGxWIzIyEgYGxvD0NAQw4cPx7NnzxT2BQC8vLzwySefAAD8/f0VLtArKysxY8YM2NnZQVtbG23btkV0dDRv215KSgo8PT0hFArh7u6Oo0ePolevXvjqq6/k6kSdOcO4cePg4OAAAwMDjBkzBqampkr789ZCbwDr1q0jABQSEkJpaWlUU1Mjt9yVK1cIACUnJxMRUXh4OFlbW9MXX3xBz58/pxcvXtAHH3xAHTt25K7ZuXMnaWho0A8//EDp6em0fPlyEggEtGPHDiIi2rt3LwGg2bNnU25uLh0+fJjatGlDERERCuWNiYkhPT09Xtrdu3cJAB04cICIiAIDA8nX15fOnTtHeXl5tHr1atLQ0KA//vhD7XaHDx9Orq6u1L9/f0pKSqJHjx7RwoULycLCgv744w+6efMmHTp0iGxsbOibb76RK2tERAT17duX+71t2zays7Mja2trLi0nJ4cA0MWLF+nOnTtkaGhIH330EV2+fJnOnz9Pfn5+5OTkRBUVFdz9EolEFBgYSIcPH6b8/HyqqakhLy8vcnJyopMnT1JWVhZFRkaSUCikK1euKNSlMj2Vl5fT119/TXZ2dlRcXEwvX76kFStWkIaGBnd9SEgIBQYGElF9+5DlzJkzJBAIaN26dZSXl0dpaWnk5+dHPXv2lHv9Dz/8QFpaWrRu3Tq6fv06RUdHU4cOHQgAFRcXE5F6Njh58mQSiUS0efNmys3NpTVr1pC2tjZt2LCBpwc7OztOdxMnTiQrKytyd3dXqDvpvufm5hIA8vDwoD///JOIiE6cOEEAaPv27XKvl6ffyspKcnV1JQ8PD0pKSqIbN27Q/PnzCQDt27dPoSzZ2dkEgFJTU4mIaO7cudSuXTuqra3lypw/f54A0Pnz53nXtm/fnqZNm0ZERPfu3SMAtGLFCnr8+DGn43bt2tEHH3xAycnJlJycTJ07d+Z0fODAAQJAd+7c4dX7559/EgBKT0+XK/Pff/9NAGjXrl1cmiobkSefMhuUzpOHqr4R1fkbbW1t2rZtG924cYOOHTtGtra2FBUVxZVpjP0UFBSQgYEBffbZZ5Samkq7d+8mMzMzmjhxIhHV+QWhUEjDhg2jS5cu0aVLl2jgwIFkYGBAd+/eJSKi+Ph4EggEtHjxYsrJyaHTp0+Tq6sreXl5cfdeWgcvXrwgb29vCggIoMrKynr56vgRVfdIlpKSEvLy8qJhw4ZRcXExicViWr9+PWlqalJAQADt3buXMjIyaPjw4aSpqUn37t0jIlLLF8rz0er6woqKCtLV1aXY2FiF90iWxjwfsjpuqP4kbVhZWdHcuXOpqqqKrly5QpqamuTk5ES//PILicViOn78OAGgI0eOqK0/dWxblY+V58eaygbOnTtHAoGAoqOjKTs7m86dO0cBAQHk4eGhdtuy+i8uLiZXV1caM2YMFRcXU3V1Na9sVVUVbd++nQDQhQsXqLS0lIiIbG1tycXFhSIjIyk9PZ127dpFRkZGNGHCBO5aVWPNZ599Rq6urrz2JOPE9evX5cquag6lzP+p8jGy43lkZCRZW1vT7du3iUg9G1q4cCFpa2vTxo0bKTc3l1avXk329va8cVpdZP316NGjycTEhLZt20Z5eXmUkJBABgYGNGXKFCIievnyJZmampKfnx9dvHiRTp8+TV26dCEbGxuuj42Zt/5TeCMWIERES5cuJQMDAwJAhoaG1K9fP1q7di2Vl5dzZeTdSENDQ3rx4gVXJj4+ngBw17377rsUEhLCa2vmzJn0888/ExGRj48P+fv78/ITEhJIIBBwg6ws6ixALCwsaOHChbwyf/31FxUWFqrdbnh4OGlpaXEDDRFRaGhovQlNdnY25eTkyJV106ZNZGhoyC3qJkyYQLNmzSJ9fX3Ky8sjIqL169eTubk51dbW0uzZs8nIyIiePn3K1XHnzh1q1aoVJSQkcOWl+0pEdPToUQJAp06d4tJqamrIxcWFxo4dK1c2dfQ0a9Ysatu2LZf3KguQ1atXk66uLlVVVXFphYWFlJaWJvd6d3d3Gjp0KK+OwMDAegsQZTb47Nkz0tbWpvnz5/PqGTt2LDk5ORHRfycVq1at4vJra2vJ2dm5wQuQRYsW8co4OjrSjBkzFNYhq1/JwvjixYu8cr6+vhQUFKSwnpkzZ5KLiwv3Oy8vjwBQUlISl6bOAuTly5cEgOLi4rj88PBw0tXVpUePHnFpGzZsIAD07Nkz2rp1KwGgkpISXr2S+/mf//xHrsySQb6oqIhLU2Uj8uR71QWIsr4RET148IAuX77Mu27q1KncgNVY+5kzZw5ZWFiQWCzm0uLj47nndfLkyWRmZsbTRVlZGQmFQs7OunTpQoMGDeLVK5mInj17lqeD2tpaCgkJoU6dOvHulbSO1PEjqu6RPHr06EGjRo3ifkt82OHDh7k0ic1KFtrq+EJ5ProhvvC9996j0NBQhXLL0pjng4iv48boLzw8nExNTXnXeHp61rMvc3NzWrJkCRGppz9Vti1pW9U4L+vH5NEYG3j27Bmlp6fzFgn79+/n+Q112pb1A+7u7twEVR5HjhwhAFRQUMCl2drakre3N69cREQEeXp6crKqGmvOnj1bzwdPmDBB6eJT1RxKmf9T5WOkx/N///vfZGBgwBt71LGhDh061Bunx40b98oLkEePHpGmpib99NNPvDLR0dGkp6dHlZWVtGPHDgJA165d4/KTk5MJgNIFiCp7/qfwRmzBAoBZs2ahsLAQ+/btw6hRo5Cfn48vvvgCLi4uyMrKUnid5NOtBGNjYwDA06dPAdTtz+zevTvvmu+//x5RUVGora1Feno6PvjgA17++++/DyLCpUuXGt2fAQMGYMmSJZg2bRpOnjyJqqoq9OjRA5aWlg1q18XFBSYmJrx6T548iWHDhmHnzp14+vQpXF1d4ezsLFeOwMBAlJaW4sqVKwDqoo35+fnB29sbycnJAIAzZ84gKCgIAoEAaWlp8Pb25n3et7Ozg6OjI++zNQD07NmT+/+0tDTo6OjA39+fS2vVqhXee++9etepq6empnfv3hAIBPDz88P69etx69YtWFpawtvbu15ZIuI+zUvz8ccf1yurzAYzMzNRVVUl917n5eXh+fPnyM7OBgCeHAKBQK5cqujcuTPvt7GxMfcsqENGRgZ0dXXh4eHBS+/WrZvC+1hTU4OEhARERERALBZDLBajbdu28PX15Z3rehVcXFx4n6EtLCwA1G0raCxFRUXQ1NSEubk5l9YQG2kqVPXNzMwMR44cgY+PD+zs7GBlZYW1a9fiyZMnANBo+0lPT0fXrl2hoaHBpY0YMQLr168HUGcLXl5e0NLS4vL19fXh4uKCzMxMVFdX4/Lly/Dx8eHV261bNwCoZy+zZ89GSkoKjhw5AiMjI7kyqeNHmvIevfvuu9z/y+pdXV8o66Mb4gutra3x4MGDBsstS0Oej8bqr127djxbMDQ0rHeA2tDQkNv+oo7+VNm2BFXj/KugzAYMDQ1RUFCAfv36wdHREVZWVhg1ahQA1JOxJZCWFaiTVyKrOmONr68vOnbsyG2Pra2txZ49e5Qezlc2h1KFKh8j4dChQ5g+fTp27dqFLl26cOmqbKiqqgp5eXn1bLdHjx4qZVPFpUuXIBaL5fq38vJy5Obm4vr162jdujXc3Ny4/F69esHMzExp3c1pz28Tb8wCBKg7/T9w4EDExsYiOzsb//nPf1BeXs7tD5eH9E2Uhojw4sULVFZWcgd5ZHnx4gXEYjHmz58PoVDI/Wvfvj0AvNLAsGbNGixevBhnzpxBnz59YG5ujtmzZ0MsFjeoXdmBOiIiAvv27cPTp08xYsQIWFhYYMiQIbx9oNK0adMGLi4uOHv2LB4+fMhNqn19fXkLEMkeyNLSUpw8eZInl1AoxM2bN+vpQ1q20tJSVFZWQldXl3ddXFycUj0q01NT4+LigtTUVLRv3x6zZ89Gu3bt4OPjg3PnztUrW1paiurqahgYGPDS5e3FVGaDkvMHAQEBPL18/vnnAOr2w0sGENl6GnPwTJ4sJLUnWxWlpaXQ19eHQCDgpRsYGCic7B87dgz379/Ht99+Cy0tLe5fSkoKduzYofQ8lbrIPsMS+YiIG5xk9/1K9hBLD17SlJaWwtDQkNfXhthIU6GsbwAwadIkLFy4EJGRkThz5gwyMzMxbtw4rnxj7efp06cKfSPwX/3IIrGF8vJy1NbW1isjeWak7eXcuXNYtmwZSktL8eLFC6VtqvIjTXmPpPsvq3d1faGsj26IL2zdujVnp6+CKhuSprH609HRqZcmFArrpTVEf6psW4IyH/uqKLOB7du3Y+jQoejRoweOHDmCzMxMrF279pXbbCzy7rO0vgHlYw0AjBkzBomJiRCLxUhOTkZpaWm9M6ESVM2hVKHKxwB1i6Dhw4dDLBbXOzumyobKy8tBRE0ydsoi0acy//b48eN6cwRA/jxBmua057eJNyIKVmFhodxQaAEBAfjkk09w+PDhRtUrEokgEokUHkIViUTQ0tJCVFQUxowZUy9f0Vt42ckZgHqTLEm9UVFRKCoqQnx8PKKjo2FhYYHJkyc3ql0JAwcOxMCBA1FeXo5Dhw5h8uTJGDt2rMKQo4GBgUhJSYGFhQXeeecdGBkZoVevXpg0aRLu3r2L27dvcwcUJXnynKy8B02CkZERhEIhLl68WC9P+u2HLMr0NHXqVKV6aAydO3dGQkICampqcPbsWURHRyM4OLjeAUzJYCs7WWroWy/J5CQhIQHvvPNOvXw7Ozvk5+cDUDyBbkmMjIxQVlYGIuLZeWlpqcK31ps2bYKvr2+9A5iVlZUICAjA3r178emnn8p9boD6z05DkcRzz83Nhb29PZeek5MDDQ0NLl8WQ0NDlJaW1uurujbSEtTU1GDjxo2YO3cuL0ywtK1IBviG2o+5ubnSA/pGRkZy80tLS2FjYwM9PT1oaGjUKyP5LW0vQqEQp06dwoQJExAeHo4///yT9zZduk11/IiyeyRvotwYWsIXlpSUKFwgNydvgv7Use3Xzfr169G7d29eIJemeKHSHKgz1gDAqFGjMGfOHJw6dQr79+/Hxx9/rNC3q5pDqUKVjwHqJt2//PIL0tLSEBkZiffee487hK/KhkQiEYDmGTslOlHm34RCodwXKq/j69jbyGv/AlJUVAQ7Ozv88MMP9fKICDk5ObCysmp0/Z6enkhKSuKlTZ48GVFRUWjVqhW8vLxw69YtuLq6cv8cHR2hra3NfRaTxdDQEC9evEB1dTWXJr1t6tmzZ9i6dSuXL4kU1bNnT1y5cqXR7QLAvn37uNjgenp6CA0Nxbhx47gtVvIICgpCSkoKt/0KqNs+dfPmTWzfvh2urq6cc/L29kZubi7at2/Pk61Vq1awtrZW2Ia3tzcqKipQU1PDu04S2UQeqvQkoaneCqSlpXF/0EdDQwP+/v5YuHAhHj16xL0dkiCJMCb7VnDPnj0NatPDwwM6Ojp4+PAhTy+mpqYwNzeHjo4ON0GW3p5RXV2tMoJYUyGt327duqGiogIXLlzglUlNTa33GR7479/+iIiIQLdu3Xj/fH19ERQUxG3DkrxJkh4cHj58KPcLWUPuefv27dGhQ4d692bv3r3w9/fnBilZLC0tIRaLeX+sSl0baak3VTU1NRCLxbw3amVlZdi/fz8nQ2Ptx9PTE2lpaaioqODStmzZAj8/P9TW1qJbt25IT0/nRdgrKSnB9evX0b17d2hpacHDwwMpKSm8eiX6k7aXzp07w8vLCwkJCbh27ZrCKF3q+JGGPMfSNPSetYQvfPDgQaPGt1exv8bqr6Go0p86tt0Q1LmmofVWVFTUe5stCdktXVdz+YOG1KvOWAOAi+SVmJiInTt3cl9IFKFsDqUKVT4GqLPBTz/9FEuXLoWtrS1GjBjB5amyIR0dHTg4ONTb2nj8+HHVClOBh4cHNDU15fo3IyMjdOjQAR06dMDjx495kexSUlLeyhDKr4PXvgCxtLTE1KlTsWjRIowfPx4HDx7En3/+iV27dmHgwIFISUnB7NmzG13/lCl94bahAAAgAElEQVRTcOzYMcyfPx/p6elYsWIFVq5cye3rmzFjBnbv3o2lS5fixo0byMzMxIgRI+Dr66twy4mXlxeICBs3bgRQ96Z11apVXH6rVq0wceJEjB8/HpmZmSgoKEBiYiIyMjK4fcGNaRcAfv75Z4SFheHMmTMoKCjA6dOn8fvvv/P2G8sSEBCAv//+G/v378d7770HoO7tQefOnbFy5UpeCLoJEybg+fPn+Oyzz5CZmYnc3FwsWrQI7u7uSj/RBwUFwdPTExEREUhKSsKtW7eQmJgIT09Pnm6kUUdPxsbGKCwsRHJyMi/0XmM4evQoBg0ahF27diE/Px+ZmZmIjY2Fg4MD7825hKFDh2LHjh3Yvn078vPzsWDBAvz9998NatPQ0BDjx4/H/PnzsX37du6e9enTh9tL3LZtW/Ts2RNLlizBsWPHkJmZifHjx0NbW/uV+qsOsvr96KOP4ObmhnHjxuH8+fPIz8/HnDlzkJ6eLveLVGJiIqqrq7mQhrKEhobi+PHjePDgAezt7WFmZob4+HiIxWKUlJRg0qRJvP3zQqEQurq6SEpK4s4ZqMPcuXOxdu1aLF26FElJSZgxYwYOHz6Mb7/9VuE1kr8eLR0yUpWNNFa+xqKtrY0uXbpg8+bNyM/Px+XLl9G/f3/069cPT548QU5ODmxtbRtlP1988QWqq6u5LxL79u3DzJkz0bFjR7Rq1QpfffUVXrx4gTFjxuDGjRu4cuUKhg8fDkNDQ852p0+fjkOHDmH58uW4ffs2Tp06haioKPj7+3NnQaRxcXHBDz/8gO+//17uXwZWx4809DkG6uz84sWLyMzMxOPHj9XSfXP7wqqqKmRkZHA+GQDWrl0LHx8fhaGzm8L+GqO/xqBKf+rYtrpbcdUZJxpjAz169MDx48eRlpaG27dv48svv4SNjQ2AuvMNL1++bNIxSlpWoO5shLIzsNKoM9ZIGDt2LLZs2QItLS307t1bab2q5lDKUOVjpBEKhUhISMBff/2F77//HoB6z+Cnn36Kffv2Yf369bh69SqWLVsm9+tjQzExMcHo0aOxZMkS7Nu3D3fu3EF8fDxWrVqFyZMnQ1NTE8HBwdDV1UVUVBSuX7+OlJQUTJs2TekLCoYUzX3KXV02b95Mfn5+ZGFhQZqammRqakp9+/blwtYSyY8m4Ovry6tHEpJTOoLVmjVryMnJiXR0dMjZ2ZlWr17Nu+a3336jzp07k7a2Npmbm9OgQYMoOztbqbyLFy8ma2trMjQ0JF9fX7p48SIvekZaWhr17t2bjIyMSCgUUseOHenHH39sULvy+ldUVETDhw8nc3Nz0tbWJnt7e/rqq6/qRQCSpXv37gSAiy5FRDRp0iS54VXT09MpMDCQRCIRGRoa0rvvvsuLFCKJHiIbPrCoqIhGjBhBpqamXJ+XL1+uVC5Verp9+za5urqStrY2zZs375WiYFVXV9OcOXPIwcGBp/OsrCy51z9//pyGDx9Oenp6ZGZmRlFRUbRlyxYCwIVGVMcGq6ur6dtvvyV7e3vS0tIiOzs7mjhxIhehhqguXGFgYCDp6OiQhYUFzZs3j6Kjo5WG5pMXBev48eO8Ml5eXjRmzBiFdcjql6guotuQIUPIyMiItLW1qWvXrrR371651/fo0YMCAgIU1v/06VPS0tKimJgYIiI6fPgwOTs7k56eHrm6utLu3bupZ8+eXFhDIqJ//etfJBKJyNTUlJ4+far2c75q1Spq164daWlpkZubG+3cuVOhXBI8PT1p9OjR3G9VNiJPvleNgqWqb5mZmeTl5UVCoZBcXV1p586ddPfuXXJ0dCQDAwMqKCholP0QESUlJZG3tzcJhUIu/Kl0JJazZ8+Sr68vCYVC0tfXpw8//JCuXr3Kq2PDhg3k6upKWlpaZG5uTmPHjuVFrZHVQW1tLfXt25ccHBzo2bNn9fJV+RF17pEshw8fJlNTU9LT06OjR4/K9WFlZWUEgLZs2cKlqfKF8u6fOn0gIvrjjz9IIBBw0QiJ6iLsAFAYip6occ+HtI4boz95bfj7+1N4eDgvrX379jRr1izutyr9qWPb6vRPnh+TpTE28PjxYxo0aBDp6+uTtbU1LViwgGpqaqhPnz6ko6NDv/32m1ptNzQKllgspo8++oi0tbU5/2pra0vR0dG8ctOmTaP27dtzv9UZa4jqorIZGBjQt99+q1AGaZTNoVSNwcp8jOx4TlQ3t9LS0uLCp6uyoYqKCho7diwZGhqSvr4+hYWF0c6dO+tFOFQH2ftUWVlJ06ZNIxsbG9LU1KR27drR4sWLeeHlDxw4QB06dCAdHR3q1q0bpaSkkKurKxfZsbHz1n8CAqJ/2KkXBkNNqqurUVJSwouStHDhQsTGxrJPrP8j7NixAyNGjEB+fj73ZpPBaAkCAwNhamqK33//nZfu4uKCnJyc1yQV45/AkSNHMGjQINy6dYv5vVfkyZMnEIlEXECGyspKmJiY4IcffsDEiRNfs3RvNq99CxaD8aayZMkSODo6YseOHcjPz8fevXsRGxurNGQh4+1iyJAh8Pb2xty5c1+3KIx/EIcOHUJaWhrvcDMAHD58WO7WNQajKfj7779x4MABjB49Gl9//TVbfLwipaWlcHR0REREBC5fvoyrV69i/Pjx0NDQQEhIyOsW742HfQFhMBQgFosxb948bN26FUVFRWjTpg1CQ0Mxb948ueEnGW8n9+/fR9euXbFs2TKEh4e/bnEY/+Pcu3cPnp6eWLFiBYYNG/a6xWH8gxgwYACSk5MRFhaG2NjYJot49k/m3LlzmDVrFjIyMqChoQEPDw8sXbpUrTMy/3TYAoTBYDAYDAaDwWC0GGwLFoPBYDAYDAaDwWgx2AKEwWAwGAwGg8FgtBhsAcJgMBgMBoPBYDBaDLYAYTAYDAaDwWAwGC0GW4AwGAwGg8FgMBiMFoMtQBgMBoPBYDAYDEaL8Y9agFy9ehUCgQBnz55t9ra+//57mJubw8TEpNnbUoWZmRkWLVoEAFi5ciU0NTXVvnbIkCEICgpqdH5TcOjQIQgEAjx48ACrVq3iYpe35P18VcrLyyEQCJCYmIhr165BIBAgNTVVrWvz8vIgEAhw4sSJZpbyzUAdG42MjESnTp0U5jeXXTb0+XkT6NSpEyIjI1+3GI16XiMiItCrV69XblvaB7YEquxkw4YNEAgEEIvFLSbTm4y0jb6Nz1hz8DpthN2D+jpoaR/yT+AftQCxtbXFmjVr4OTk1KztVFVVYe7cuRg8eDBOnz4NAFi1atUb8Re0AwICsHr16iar74svvsDkyZObrD556Ovrc/+V/HsbGDp0KDZt2gQAEIlEEAgEPPkV9ePatWtwcHBoMTkZDGU0le9qLv+rjnzLli1Dv379mrRdZcj62dfp/9+UsUddmnqMUoaFhQVu3brVIm2p4k2ykea4By3ZP+mxl/Hm8o9a4hobG2PChAnN3k5ZWRnEYjH69u2Lzp07AwAyMjKavV11cHd3h7u7e5PV16dPnyarSxF6enrcf/X09N6aBUhGRgaCg4MBAAKBACKRCPr6+lx/FPXjTbEVBgNoOntsLv+rjnyjRo1q8naVIetnX+cz/bb5k6YeoxRx584dFBcXN3s76vIm2Uhz3IOW7J/02Mt4c3kjvoA8fPgQI0eOhK2tLXR1deHs7IzY2Fhemfv376N///4QiUSwsbFBTEwM5s6dCzc3N65Meno6+vTpAzMzM+jr68Pb25u3bUV2C0BYWBhCQ0MRFxcHFxcXGBgYwMvLC3/99ZdSeRMTE9G1a1cY/D97dx5XRb3/D/x1WA4HOByUfXcBBURDRXGBMMUll7Sbu1hmamliLmVZmnrTa93U6peZ69VUSrnavWq5pPmVxeUqqICKIioKliguCCI7r98fPs5cBg6cAQnr9nk+Hj3yzHzmM5/5zHs+8/mcM/PBxgYODg4YPHgwrly5AgD4+eef4eDgAODxKFyj0eC5557Dxo0bsWnTJqhUKiQlJQEATp8+jX79+sHBwQE6nQ4vvfQSrl+/Lu1n+PDhGDlyJObPnw+tVosff/zRYHlKSkrwwQcfwMPDA1qtFqGhoTh27JjBtIZ+Wt20aRMCAgJgaWmJNm3aYOPGjTUee3Z2Npo1a4aIiAiQlD3qcuHCBahUKhw+fBgvvvgiHBwc4OzsjGnTpqG8vFzKY+3atWjWrBksLS3Rs2dPXLx4ESqVCv/85z8N7tPNzQ1TpkyBiYkJWrdujVdeeaXG8v3jH/9AmzZtYGFhAXt7e0RERODWrVvSeiVxVFxcjNmzZ8PT0xNqtRrNmjXD3LlzZT+Fa7VaLFu2TLbviRMnolOnTgAeDzgyMjIwfvx4NGnSBAAwadIkNG/eHDY2NpgwYQLs7e2rlX/hwoUYN24crl+/DpVKhS+++EJaV1BQgIiICNjY2MDW1hYzZ86U1WtOTg5eeeUVeHl5wcrKCl27dpV+gTt06BBUKlW1uEhOToZKpcJPP/1ksN4XLVokfc7OzoZKpcLIkSNl6VxdXbF06VIAwNGjRxEWFiYNtnr16oWEhAQp7bJly6oNvG7cuAGVSlVjfP/6668YMGAALC0t4eLigoULFxpMV5VKpcKGDRvQokULaDQadO7cGadPn5al2bZtGzp37gytVgsXFxfMnDkThYWFivIHlMWKkphTkqa286t39OhRtG/fHhYWFvD19cX3339v9Bji4+MRFhaGJk2awMbGBqGhoYiLiwMAg23XypUr4ezsjN27d8PZ2RmzZ88GUPf2t6ysDNOmTYO9vT10Oh1ee+017Nq1CyqVCrdv35a2MzMzw7///W/4+vrCwsIC7dq1Q2JiYo3lM6Ty4xOrVq2Ck5MTTpw4gS5dusDW1hYtW7bEhg0bDG6blpYGlUqF+Ph4adm2bdugUqmwatUqaZm+HUtISJC1s7WV8dKlSwgJCYFGo4Gbm1u1b22NtWeDBg3CoEGDZNtERUVBpVLh4cOHiuvH2dkZX375Jd555x14eHjA1tYWL7zwArKzs6U0ZWVlWLhwIfz8/KT7dOXjBxomRqveo5Tcp5VcP5XFxMSgWbNmAIAWLVrgxRdfBPC4LRo5ciTs7OykWIuKijKYh155eTnmz58PHx8fWFpawsPDA1OnTkVBQYGUxtj94klixFgbZqz+DO276jkw1scw1oerbx/IEGPtjKF7ryG19eOERsLfgYEDB9Lb25uxsbFMS0vjP/7xD5qamvLf//63lGbAgAF0c3PjgQMHmJyczEGDBtHHx4cBAQEkycLCQtrb23PQoEE8c+YMz58/z7feeovW1ta8ceMGSfLs2bMEwPj4eJJkREQEXV1d+cYbb/Dhw4d89OgR+/btS39//xrLevLkSapUKs6dO5cXLlzgyZMn2bNnTwYGBpIkS0pKmJaWRgDcsGED79y5w9zcXAYFBXHUqFHMyclhWVkZMzMzqdPp2L9/f6akpDAhIYFhYWH08fFhUVERSXLMmDH08/PjoEGDGBsbyzt37hgsU2RkJB0dHRkdHc3ExESOGzeOWq2WV69eJUna29tz0aJFJMkVK1bQ1NRU2nbHjh00NTXlp59+ysTERH722WdUqVTcvn07SXLo0KEMDw8nST569IjBwcHs2bMni4uLq61PT08nAAYGBvLYsWMkyZ9//pkAGB0dLdUfAE6bNo0XLlzg5s2b2b59ewKQ9qlU1fO5efNmqlQqLlmyhGlpaYyJiaGfnx+DgoJYUVFB0ngckeRrr71GOzs7btu2jZcvX2ZUVBRtbGw4c+ZMKY21tTWXLl0qK8+ECRMYFBREkrxx4wYBcMWKFbx7967iYyooKOBbb71FT09P5uTksLCwUKrX9u3bc8WKFUxKSuKnn35KANy2bRtJsry8nEFBQfTx8eGhQ4eYmprKyMhIajQanj17lhUVFWzZsiUnT54s29+8efPo7u7O8vLyamUZO3Ys+/XrJ33etm0bPT096erqKi3Tx/qZM2eYlpZGjUbDUaNGMTk5mcnJyRw8eDBtbGyYlZVFkly6dCmtra1l+8nKyiIA/vDDDySrx2h4eDg9PT2l45o6dSpdXFxk56yqoUOH0t3dneHh4YyLi2NsbCzbtm1LDw8PKXZ37txJAJwzZw7T09O5d+9eenh4cOzYsTXmW7VsSmJFScwZS2Ps/JJkbm4u7ezs2KtXLyYnJzMhIYHh4eG0s7Pj1KlTDR7Pw4cPqdPp+MYbbzA1NZXnz5/nlClTaGVlxXv37hlsu9auXUsrKyuGh4dz7969vHr1ar3a308//ZTm5uZcu3YtL168yLlz57JVq1YEwJycHJKP2+gWLVqwb9++jI+PZ3x8PJ955hmpjTZUPkMqt4Hr1q2jWq3mwIEDmZWVxYqKCi5YsIDm5uZSWavy9PTkxx9/LH2ePHkyPT09OXr0aGnZmjVr2LRpU5aXl8vixFAZ161bRzMzM/bs2ZM7d+7kqVOnOGbMGJqZmUllUNKeDRw4kAMHDpSVdcuWLQTA/Px8xfXj7u5Od3d3btiwgaWlpczKyqKrqyunTJkipZkxYwatrKy4adMmpqenc9WqVVSr1Vy/fj3JhovRqteYkvu0kmusspKSEkZHRxMAT58+zby8PBYXF9PPz4+BgYGMjY3lpUuXuGDBAgLgrl27DOZDPm7T1Go1t23bxkuXLvHAgQN0d3fn9OnTpTTG7hf1jRElbZix+jO076rnwFgfw1gfrr59oKqUtDNK7r3G+nFk9Tis3IYIDeN3MQBJT0+XAlmvY8eOUuOXnZ1NExMTrly5Ulqfl5fHJk2aSA1MSUkJU1JSZJ30vLw8WefX0ABEp9Px0aNH0jabN28mABYUFBgs64MHD5iYmMjS0lJp2e7duwmAt27dIknm5ORU61B36dKF48aNkz7PmTOHtra2vH//vrQsMzOTJiYmjIqKkspnbm5eawc2Ly+PGo2GK1askJYVFxdz6NChPHDgAMnaByDdu3fn0KFDZXm+++67/OKLL0j+d4BRUVHBoUOHsm3btszNzZXSGhqALF68WJZfy5YtOXv2bJLk1KlT6ezsLLsRLlq0qEEGIO3bt+eQIUNkaQ4ePEgAPHLkiKI4unPnDs3MzPj555/L8pk7dy6tra2lzquxG0phYSEBcOPGjXU6JpJ877332KxZM+mzvl7fffddWToPDw+po7t//34C4OHDh6X15eXl9PX15cSJE0mSixcvZtOmTaVjIEl/f3++//77BsvxzTffUKfTSYOTyZMn87333qNWq+Xly5dJPu7MOTo6sqKigjNmzKCDgwNLSkqkPPLz86nRaKSYqOsARH8zqXzOKioq2Lp1a6MDELVazXv37knLfvrpJwKQrouuXbuyR48esu2ioqKoUqmkAVNVlcumJFaUxJySNErO77fffksAPH/+vJTmxo0bVKlUNQ5AUlNTZdcQSZaWljImJkZqA6u2XevWrZOdL7J+7W9AQACHDx8uK094eHi1AYilpaUs3/Xr1xMAHzx4YLB8hlQdgOjbBL3MzEwC4J49ewxu/+qrr8o6+n5+fly0aBE9PDykZRERERw2bBjJ6u1sTXW4d+9eadnly5dlnV1j7RlpfACitH7c3d3Zu3dv2bLXXnuNnTt3Jvn4vqdWq7lgwQJZmokTJ9LHx4dkw8WooQFIbfdpJdePIfv27SMAZmRkkPxvZ/7MmTOydCEhIdXqprKbN28yJSVFtmzWrFmyAZKx+wVZvxhR0oYp6edU3Xflc6Ckj2GsD2doH0r6QFUpaWeU3HuV9OPEAOS397t4BEur1eL//b//h8DAQLi5ucHFxQVnz57FvXv3AADp6emoqKhASEiItI2NjY1slhtzc3OUlJQgMjIS/v7+cHV1RatWrQBAyscQ/c+mek2bNgUA3L9/32B6nU6HjIwMDBgwAC1btoSLi4v0fHFt+6nqxIkTCA4Olv1E6OnpiZYtW8p+fvX19a11Jq1z586hqKgInTt3lpap1Wrs2LFD0fsZp06dkm0LPJ7Ba/r06bJlc+bMwdGjR7Fv3z7Y2trWmqf+vRe9pk2bSvV58eJFdOvWDaamptL6v/zlL0bLaUxpaSlSUlLQtWtX2XL9T9xJSUmK4ig5ORllZWUG8ykoKEB6evoTl7W+unfvLvvs5OSE/Px8AI/jycLCAj169JDWm5iY4Nlnn5Xiafz48cjLy8OePXsAPH7Z/cKFCzW+GBgeHo68vDycPXsWABAbG4uwsDAEBwdLj6PExcWhd+/eUKlUOHXqFIKCgmBubi7lodVq4evrW+OjH8ZcuHABABAcHCwtU6lUss81adu2rXQ9A0C3bt0API7BiooKJCYmom/fvrJtnnvuOZBEcnKy0fyVxIqSmFOSRsn5TU1NhbW1teyxE3d3d7i7u9d4DK1bt4avry8iIiLwySef4PTp0zA1NUWPHj1gZWVV6/Hr6xOoe/tLUnq0pDJDbYGvr6/scUUnJycAkGK/viq3U8ba/fDwcBw7dgwkcfv2bVy+fBmTJ0/GnTt3pJeY4+Pj6/xOXOVruvJxKWnPGlpt7XZSUhJKSkoMXi+XL1/Gw4cPf7MYBWq/Tyu5fpQ4deoULC0tERgYKFveqVOnWuvbwcEB+/btQ9euXeHp6QkXFxesWbOmTv2B2tQUI3Vpw+raz6lMSR/DWB/OEKV9oMrq28+rqqH6ccKTeeoDkNLSUvTr1w8HDx7E8uXLcfLkSSQlJaFDhw5Smrt37wJ43KhUVvmmlJ6ejl69eqGoqAhRUVE4ffq0opeeKl+UlZE0uDw6OhrDhw9Hly5dsG/fPiQlJWHNmjVG91NVXl4eDh06BI1GI/vvypUruHnzppTOWGdf34DoX2yui0ePHqG4uNjotidPnsTy5cuRl5eHR48eGc3XUJ3q6/Pu3bu1nsf6KigoQEVFBXQ6nWy5fl/5+fmK4igvLw8Aas3naal6nlQqlVSveXl5KC4uhqWlpSyeNm7cKMWTm5sb+vfvj82bNwMAduzYge7du6N169YG9+fh4QFfX18cOXIEt2/fljqMISEhsgGI/iaUl5dXrd6Ax3VX33rTb1c1ppRMRFD12tHXX0FBAR49eoSysjIsWLBAVl/e3t4AILsGa6IkVpTEnNK4NHZ+8/PzDV57tdWVqakp4uPjMWLECKxbtw5BQUFo3rw5tmzZUvvBQ16/dW1/8/LyUFpaqqgtMBT3QM1ttFK1tVNV9e7dG/fv30dqaipiY2MRGBgIBwcHdO7cGfHx8bh27RoyMzPrPACpfGyVj0tJe9bQaqsPfaz37NlTFn/jx48H8Pj9sN8qRmsqm758Sq4fJfLy8qDVaqXzoGes/Zo2bRoWLVqEyMhIxMXFISkpCZMmTarTvmtTU4zUpQ2raz+nMmN9DCV9OEOU9oEqq28/r6qG6scJT+apz4J14sQJpKSkIC4uDs8++6y0PCcnBy1atAAAaDQaAKjW+a08Uo2OjkZZWRm2bt0qpc/MzGzw8q5btw69evWSvZxbl5dW9WxtbREaGmow6Ks2pLVxdHQE8N8bRF1YWVnBysrK6LYajQaHDx/G5MmTERERgWPHjsm+5a4LjUZT63msL2tra5iamlY7Fv1nW1tbRXGk71TVlg+AajcpoH5x0FD0x3fmzJlq6yr/2jRx4kSMHDkS+fn52LFjB956661a8w0PD8fRo0fh5OSEdu3aSXE7bdo0ZGVl4fr169I3jba2tgZjKS8vD25ubgDqXm/6m96DBw9ky3Nzc2stNwDZS6AA8PDhQwCPOztWVlYwNzfH9OnTMWHChGrbOjs7G81fSazoy11bzCmNS2Pn19ra2mD9G6srR0dHLF26FEuXLkVqaiqWL1+OV155BW3atEFQUFCt2+rVtf3V/y2f36It+C24uLigTZs2OHr0KJKTk6V7VWhoKI4cOQKS8Pb2lu5ZT0pJewbIv4TQ+y3aIf3+oqKi0K5du2rrPT09f9MYrY2S60cJW1tb5Ofng6SsncrLy6vxi8Dy8nJs2LAB8+bNw9ixY6XlVdur3+J+0RBtmBLG+hhK+nCG1KcP1FD9vIbqxwlP5qn/AlJUVARA/m3F8ePHkZGRITWs+p/YTp48KaXJz8+XzXxQVFQEa2trKSgBSLNXPOk3ZVXLW/WblW+//VbRfiqvDw4ORnp6Ory9veHn5yf9Z2JiAldXV8Xl8fX1hZWVFWJjY6VlFRUV6NGjh/RNd206dOgg2xYAZsyYIXsE65lnnkFQUBCioqJw/vx5xbMQGdKqVSskJCTI6uLf//53vfPTMzc3R2BgII4ePSpbrv9jf507d1YUR4GBgTAzMzOYj62trZSHTqerdtNMSUmpVq76xl5dtwsODkZRURHKy8tl8aSflUVv4MCBsLOzwyeffIIrV65Um9Gqqt69e+Po0aPS41fA40dvrly5gujoaPj5+cHT0xPA40cVEhMTUVJSIm2fm5uLixcvSj/f63Q6PHr0CKWlpVKa2h538vX1BSB/5KS0tLTazDqGnDt3TtYR0M/GFRAQABMTEwQFBeHatWuy+mrZsiXUarXs0a2aKIkVJTGnJI2S8+vr64uSkhKkpqZK2509e1Y2k1FVGRkZ2LVrl/S5TZs2WL16NUxNTXHu3DlpubF4rGv7q9Fo4OnpKTtmoP5tQUO28TUxdC3oZwxT8vhVXcqopD0DDLdDhq6nJ62fwMBAWFhY4Pbt27L4s7e3h6OjIywsLH6zGDVGyfVTG33ddOrUCUVFRdVmyjt+/Hi1x5T1ysvLUVZWJusT5OfnY/fu3bI6/y3uFw3RhinZt7E+hpI+nKF91KcPVJd2pra6fJJ+nNBwnvoAJDAwEBqNBl9++SVu3ryJAwcOIDIyEn379kVaWhpu376Nli1bomPHjvjb3/6G48eP4+LFi3j55Zfh4uIi5dOlSxfk5ORIP/d+/fXXOHnyJJycnJCcnFyvXwgM6dKlCw4ePIgTJ07g+vXrmEfGm6MAACAASURBVDJlivTtbmJiYo2j6KZNm+LMmTNISkrC3bt3MXnyZDx8+BCvvvqq9H7C4sWLERAQUO2mXBv99JVLlizBli1bcOrUKUyePBmJiYnVnq82ZObMmThw4AAWLFiAxMRErFixAl999VW1Z4+Bxw3Rp59+ir///e/1/uvjw4cPR2ZmJubPn4+MjAxs3boVu3fvrldeVb3zzjvYs2cPPvvsM1y/fh2HDx/G9OnT0aNHD3Tq1ElRHNnZ2eG1117Dxx9/jF27diEzMxObN2/GypUrMWPGDGlqwqCgIOzcuRN3795FSUkJPv74Y+lRAOBxB8vS0hKxsbFISkqSdbiNadq0KbKzsxEfH290SkK93r17o0OHDhg7dixiY2Nx7do1bN26FR06dMDKlSuldGZmZhg3bhw+/fRTvPTSSwYfmaqsZ8+e+OWXX7B7927p2y0bGxs888wz+Oqrr2SdrjfffBOPHj3ChAkTcOnSJZw9exZjxoyBTqeTnq8NCgoCSWnK07S0NFn5qmrWrBm6deuGjz/+GAcOHEBSUhJef/11qNVqo3Wi0+kwYcIEpKam4uzZs/jggw/QvHlz6S9rz549G//617/wySef4NKlS0hKSsLLL7+MkJAQRY+4KIkVJTGnJI2S8zto0CDY2NggMjISCQkJOHLkCN58881avwnNzMzE0KFDsXz5cqSlpeHSpUtYvHgxTExMpHc8qrZdhtSn/R0+fDi2b9+O6OhoXL16FQsXLsQvv/xitN6rUlK+hhAeHo7/+7//w4ULF6QY6t69O9LT03HgwIFaByD1KaOx9gx4fD0lJCQgJSUFJLF//37s37//ifddlU6nw+uvv44FCxYgOjoaGRkZiImJQZ8+faRr+7eKUWOUXD+G6Dvoe/bsQWpqKvr37482bdpg0qRJSEhIwNWrV/HBBx8gMTERs2bNMpiHWq1G+/btsWnTJly9ehUpKSkYNGgQBgwYgHv37iEtLQ1lZWVG7xf68tT1PD1pG6Zk38b6GEr6cIb2UZ8+kJJ2Rsm9t779OL2SkhJ07dpV/LHDJ/Xbvd+u3NatW9m8eXNaWlry2WefZUpKCvft20edTifNYpGWlsbQ0FBaWFiwRYsWXL9+PSdPniybRWL27Nl0cHCgra0tR48ezdzcXC5YsIAajYZvvvmmwVmwQkJCZGX54YcfCKDGWXDu3r3LIUOGUKvV0tXVlQsXLmR5eTn79OlDCwsLfvfddwZnwdq7dy/t7e1pbW3N/fv3kyQTExMZHh5OKysr6nQ6du/eXTbjhaHyGVJYWMi33nqLzs7OtLKyYteuXRkTEyOtr20WLJJctWoVfXx8aGFhwdatW/Prr7+W1lWe5Yp8PANRv3792Lx5cz548MDgLFgHDx6U5R8UFMQJEyZInxcvXkwnJydqtVppOj1UmVVHiarnk3w8Q46fnx/Nzc3p6OjIiRMnymbZUBJHxcXFfPvtt+nm5kYzMzO2aNGCS5Yskaa+1B9raGgora2t6eHhwYULF3LOnDns0KGDlOavf/0rraysaG9vLyuDMdevX6efnx/VajXnz5+vuF5v3brFl19+mfb29tRoNPT39+dnn31WLX/9VMiHDh1SVJ7OnTsTALOzs6Vl06ZNMzg95ZEjRxgSEkKNRkOtVsvnn3+e586dk6VZsmQJXV1dqdPpGBISIp1/fV5VYzQjI4Ph4eG0sLCgk5MT58+fz7lz59Y6XfbgwYP50ksvcfXq1fTy8qJarWaXLl2qzVbz3Xff8ZlnnqFaraajoyOHDBnCCxcu1Jhv1bIpiRUlMackjZLz+/PPPzMgIIDm5uZs1aoVd+zYwZCQENlsNFVt3ryZgYGBUjvUrVs3/vjjj9L6qm2XfnaeyjPIkHVvfx8+fMgxY8bQ2tqaDg4OnD59ujSDU15eHkllbbShtrUqQ7NgVS5/fn4+AXDLli011tODBw9oZmZWLe7atWtHExMT2YxrVeNESR0aKoOx9qygoIARERFs0qQJ7e3tOWbMGP7zn/+UzRKmpH7c3d05d+5c2bK3336b3t7e0ufS0lJ++OGH9PLyorm5OT09PTl16lRpP2TDxKihWbCMxYCS66eqsrIy9u/fn2q1mj179iT5eEa+YcOG0dbWlmq1mh07duTOnTtrzIMkk5KSGBQURI1GQz8/P+7YsYNZWVls2bIlbWxsmJGRoeh+Ud8YMdaG1ecaqnoOjPUxlPTh6tMHMsRYO0Mav/cq6cfVNguWfqYtMSvWk1GRf4zfmx49eoSSkhLZjAnh4eGws7PD9u3bn2LJhLogiVu3bsm+ndL/IbRz58795n8BV8QR8N5772HPnj2yR2yE346SmPszxmVpaSlyc3OlZ8wBYNGiRfjyyy9/V3+hWvj9+zNeP4LwR/fUX0JXatCgQbh16xbWrFkDZ2dn/Pjjj/i///u/Gv96svD7FBcXh+eeew4fffQRRo0ahZycHMyaNQvBwcE1/tXahvRnjqO0tDRpppKGeO9GUEZJzP0Z4/Ljjz/G0qVLsWHDBgQFBSElJQVffvlljdNCC0JN/ozXjyD84T3lX2AUy87O5ujRo+no6EgrKys+88wz/Oabb552sYR62Lx5M9u1a0dLS0u6ublx9OjRNf4F4ob2Z44jrVZLd3d3fvnll0+7KH8qSmLuzxiXpaWlfP/99+nl5UULCwt6e3vz/fffZ2Fh4dMumvAH82e8fgThj+4P8wiWIAiCIAiCIAh/fE99FixBEARBEARBEP48xABEEARBEARBEIRGIwYggiAIgiAIgiA0GjEAEQRBEARBEASh0YgBiCAIgiAIgiAIjUYMQARBEARBEARBaDRiACIIgiAIgiAIQqMRAxBBEARBEARBEBqNGIAIgiAIgiAIgtBoxABEEARBEARBEIRGIwYggiAIgiAIgiA0GjEAEQRBEARBEASh0YgBiCAIgiAIgiAIjUYMQARBEARBEARBaDRiACIIgiAIgiAIQqMRAxBBEARBEARBEBqNGIAIgiAIgiAIgtBoxABEEARBEARBEIRGIwYggiAIgiAIgiA0GjEAEQRBEARBEASh0YgBiCAIgiAIgiAIjUYMQARBEARBEARBaDRPfQAyduxYqFSqWv9bvXo1Ll++DJVKhZ9//vlpF1loIMOGDUPv3r2fOM0fgYODAxYvXlzjeg8PD8ybN++J9qHkGjl37hxUKhWOHDnyRPv6X7d+/XqoVCqUlZU97aIIgiAIwv8cs6ddgPfffx+vvvqq9HncuHFo27YtZs+eLS3z9/dHYWHh0yje78rw4cMxcOBAWX0JfwzLly9Hu3btpM9OTk44efIkmjdvXu88z58/j4EDB+LatWuKt3F3d8eqVavg4+NT7/0KgiAIgiA8iac+AAkICEBAQID02dLSEq6urtW+9b58+XJjF+1359SpUxg4cODTLoZQD+PGjZP+nZmZiZycnCfO89SpU3XepmnTppg8efIT71sQBEEQBKG+nvojWHVVUFCAiIgI2NjYwNbWFjNnzkR5ebm0PicnB6+88gq8vLxgZWWFrl27IiYmRlq/cuVKODs7Y/fu3XB2dpZ+aSkrK8PChQvh5+cHS0tLtG7dGqtWraq1LOXl5Zg/fz58fHxgaWkJDw8PTJ06FQUFBVKa4cOHY+TIkZg/fz60Wi1+/PFHAMDp06fRr18/ODg4QKfT4aWXXsL169dr3JdKpUJGRgbGjx+PJk2aYPTo0QgPD5el8fPzg7Ozs2zZqFGjpEHLjRs3MHLkSNjZ2cHCwgLt2rVDVFRUrcc4ZMgQDB06FMuWLYOXlxcsLS3RqVMnJCYmSmkcHR3xxRdfYMCAAdBoNHjw4AEA4OjRowgLC4OVlRW0Wi169eqFhISEase1YcMGtGjRAhqNBp07d8bp06drLI+x83vhwgWoVCocOHAA4eHhsLW1hZeXF7777jucPHkSwcHB0Ol0aN++vaws8fHxCAsLQ5MmTWBjY4PQ0FDExcUZLMOaNWtgaWmJkpISadnkyZOhUqlw4cIFadnq1atha2uLsrIy6RGsmJgYNGvWDADQokULvPjii1J6U1NTfPTRR3BxcYFGo8GAAQNw+/Ztg2VYuHAhxo0bh+vXr0OlUuGLL76Q1tV2jVR9BCsrKwsjRoyAs7MzLC0t0aZNG6xdu7bG+geAxMRE9OnTBw4ODtBqtQgODpY99vX555/D3t4eBw4cQEBAALRaLVq0aIHNmzfXKU1N146SON66dSs6duwIGxsbODg4YPDgwbhy5YoszYkTJ6T49PT0xLvvvovi4mJZmkuXLiEkJAQajQZubm745ptvpHX79+8Xj7MJgiAIQn3wd8bb25vjxo2rtjw9PZ0A2L59e65YsYJJSUn89NNPCYDbtm0jSZaXlzMoKIg+Pj48dOgQU1NTGRkZSY1Gw7Nnz5Ik165dSysrK4aHh3Pv3r28evUqSXLGjBm0srLipk2bmJ6ezlWrVlGtVnP9+vU1lnXp0qVUq9Xctm0bL126xAMHDtDd3Z3Tp0+X0owZM4Z+fn4cNGgQY2NjeefOHWZmZlKn07F///5MSUlhQkICw8LC6OPjw6KiIoP7unHjBgFwxYoVvHv3LtevX09ra2uWlpaSJLOzs2lpaUlHR0empaVJ27m5ufHzzz9ncXEx/fz8GBgYyNjYWF66dIkLFiwgAO7atavGYxw6dCibNGnCyZMns7CwkPfv32e/fv3o5eXF8vJyaR/+/v589913eezYMZaWljItLY0ajYajRo1icnIyk5OTOXjwYNrY2DArK0vK293dneHh4YyLi2NsbCzbtm1LDw8PFhcXS2nCw8MVn199nAQHB/PChQssKyvjmDFjaGNjw759+/KXX35hUVERe/XqxS5dupAkHz58SJ1OxzfeeIOpqak8f/48p0yZQisrK967d69anVy+fJkAePz4cWmZn58fPT09uWbNGmnZ6NGjOWTIEJKkvb09Fy1axJKSEkZHRxMAT58+zby8PJKku7s7fX19GRkZycTERH7//fe0tbXl5MmTDZ6XgoICvvXWW/T09GROTg4LCwsVXSNnz54lAMbHx5Mkw8PDGRISwpMnT/Ly5cv8+uuvaWpqyp9++sngfgsLC2lvb89BgwbxzJkzPH/+PN966y1aW1vzxo0bJMkVK1bQ1NSUffv25a+//sqioiJ++OGHNDEx4cWLFxWnMXTtKInjkydPUqVSce7cubxw4QJPnjzJnj17MjAwUDqOjIwM2tjY8NVXX+Xx48f5r3/9iw4ODpw6dSpJct26dTQzM2PPnj25c+dOnjp1imPGjKGZmZl0nKdOneLAgQN5/vx5g3UlCIIgCIJhf7gByLvvvitb7uHhwZkzZ5Ik9+/fTwA8fPiwtL68vJy+vr6cOHEiyccdCwD84YcfpDQPHjygWq3mggULZHlPnDiRPj4+NZb15s2bTElJkS2bNWsW/f39pc8RERE0Nzfn3bt3pWVz5syhra0t79+/Ly3LzMykiYkJo6KiDO6rsLCQALhx40aS5LVr1wiACQkJJMlt27axW7du7N+/vzRo0tfZuXPnuHPnTgLgmTNnZPmGhISwd+/eNR7j0KFDqdVqWVhYKC07evQoAfDQoUMkH3eeg4KCZNvNmDGDDg4OLCkpkZbl5+dTo9Fw8eLFUt5qtVrWyf/pp58IgAcOHJDS6AcgSs6v/piXL18updm1axcBcPv27dKylStXUqPRkCRTU1NlnXKSLC0tZUxMDAsKCgzWS/Pmzbl06VKSjwd/ZmZmnD9/PseOHSul8fDw4FdffUXyvwMQkty3bx8BMCMjQ0rr7u7O4OBg2T7Gjh3LDh06GNw/Sb733nts1qyZ9FnJNVJ1AOLk5CSVS+8///kPs7OzDe6zpKSEKSkpvHPnjrQsLy+PABgdHU3y8eCian0WFxdTq9Xyww8/VJzG0LWjJI4fPHjAxMREaXBOkrt37yYA3rp1iyT5wQcf0MnJiWVlZVKazZs3V2sn9u7dK63XDzxrG7ALgiAIgmDcH+4RrO7du8s+Ozk5IT8/H8DjRyosLCzQo0cPab2JiQmeffZZJCUlybbr1q2b9O+kpCSUlJSgb9++sjTPPfccLl++jIcPHxosi4ODA/bt24euXbvC09MTLi4uWLNmDe7duydL5+vrCzs7O+nziRMnEBwcjCZNmkjLPD090bJly2rlrEmzZs3g7e2No0ePAgBiY2MRGhqKbt26IT4+HgAQFxcHV1dXBAQE4NSpU7C0tERgYKAsn06dOhndp7+/PzQajfRZ/85O5fdyKtcn8Pj9hKCgIJibm0vLtFotfH19Zftr27YtmjZtWi2fixcvVitHXc6vr6+v9G+dTgfg8SNqlZcVFRWhuLgYrVu3hq+vLyIiIvDJJ5/g9OnTMDU1RY8ePWBlZWWwTsLDw2V136FDB/Tu3Vuq+6tXr+LGjRvo06ePwe0NqS2266Iu+bzwwgv4+OOP8fbbb+PQoUMoKSlBly5dqj3Kp2dubo6SkhJERkbC398frq6uaNWqFQBUi/uOHTtK/1ar1fDx8an2LpexNFWvHSVxrNPpkJGRgQEDBqBly5ZwcXGR3sHRlzExMREdO3aEqamplMfLL7+MdevWyfKtXJdOTk4AUK9zIgiCIAjCf/3hBiDW1tayzyqVCiQBAHl5eSguLoalpSU0Go3038aNG3Hz5k3Zdra2ttK/8/LyAAA9e/aUbTd+/HgAQHZ2tsGyTJs2DYsWLUJkZCTi4uKQlJSESZMmVUtXeV/6/R06dEi2L41GgytXrlQrZ2169+4tPX8eGxuLsLAwhISEyAYg+g5wXl4etFotVCqVLA8bGxujHSqtViv7rD8Hubm5tR6jvuNf2/6qbqfPu/J7NJXzVHp+LSwsqm1feRClRxKmpqaIj4/HiBEjsG7dOgQFBaF58+bYsmVLtfR6vXv3lg1AwsLC0LlzZ9y8eRNZWVmIi4uDl5cXWrduXWMeVdUW23VRl3xWrVqFJUuWSLHi6OiIOXPm1Dj9bHp6Onr16oWioiJERUXh9OnTBl+GV6lU1QZv1tbWsphRksZQXBmL4+joaAwfPhxdunTBvn37kJSUhDVr1sjS379/v1o9GVI5jX6f9TkngiAIgiD811OfBash2draQqPR4MyZM9XWVf6m09B2ABAVFSWbKlXP09Oz2rLy8nJs2LAB8+bNw9ixY6Xl+hewjZUzNDS0WqcIeNyRUio8PBzTp09HTk4OLl68iJCQEFhYWCArKwu//vor4uLi8NFHH0n7zM/PB0lZ5y0vL69aJ6+qqgMU/YCt8i8Xho5Rn67qtm5ubtLnqgMN/a9NVQc9+jzrc36VcHR0xNKlS7F06VKkpqZi+fLleOWVV9CmTRsEBQVVS9+rVy/cuXMHly5dQkxMDJYsWQKNRoOgoCAcOXJENvj7PTM3N8f06dMxffp03Lp1C5s3b8bcuXPh5OSEWbNmVUsfHR2NsrIybN26VRrQZWZmVktHEgUFBbIOfF5envQCvtI0VSmJ43Xr1qFXr15YtGiRtL7qNN6Ojo4G41MQBEEQhN/eH+4XkNoEBwejqKgI5eXl8PPzk/7Tz1BVk8DAQFhYWOD27duy7ezt7eHo6Gjw2/Ty8nKUlZXB3t5eWpafn4/du3cb/YY0ODgY6enp8Pb2lu3PxMQErq6utW5bOe9evXohOzsb33zzjfQok5WVFdq3b4+tW7ciIyNDms64U6dOKCoqqjbD1PHjx9G5c+da93nu3DnZ4zX6GbAqP9JUlX6mrMozReXm5uLixYuy/Z07d042aNPPTFV5ama9+p5fYzIyMrBr1y7pc5s2bbB69WqYmpri3LlzBrdxcnJCu3btsHPnTly8eBGhoaEAIM2eFR8fb3QA0hDfpD9JHg8ePMC3336L0tJSAJBmhevWrRvOnj1rcJuioiJYW1vLfk3Sz0BVtSyxsbHSvx8+fIi0tLRqMaMkTWVK4rioqEh2XQLAt99+Kytjhw4dcOLECRQVFUlptmzZgrCwMFRUVNS4f0EQBEEQntz/1ACkd+/e6NChA8aOHYvY2Fhcu3YNW7duRYcOHbBy5coat9PpdHj99dexYMECREdHIyMjAzExMejTp4/s7zdUplar0b59e2zatAlXr15FSkoKBg0ahAEDBuDevXtIS0ur8TGWyZMn4+HDh3j11VeRlJSE9PR0LF68GAEBATh58qTBbTQaDSwtLREbG4ukpCSUlpbC3t4e7du3x4oVK/Dss89KaUNDQ7FixQq0a9cOLi4uAID+/fujTZs2mDRpEhISEnD16lV88MEHSExMNPhNd2VNmzbFhAkTkJqailOnTuHdd99Fq1atpE63IW+++SYePXqECRMm4NKlSzh79izGjBkDnU4nq1OdTiflffbsWXzwwQdo3ry5wbzre36NyczMxNChQ7F8+XKkpaXh0qVLWLx4MUxMTKq921JZeHg4vvrqK/j7+0sd3tDQUOzduxdXr16tNk2ynv6Xoz179iA1NbXe5W7atCmys7MRHx9f6xTONTExMcHUqVPx+uuvIykpCRkZGdi6dStOnTole8+msi5duiAnJ0d67O3rr7/GyZMn4eTkhOTkZOlXBTMzM3zyySc4cuQILl26hDfffBMAEBERIeWlJE1VSuK4S5cuOHjwIE6cOIHr169jypQp0q9uiYmJKCwsxBtvvIHS0lJERETg2LFj2LVrF9599134+/vDxERZs3jmzBm8+OKLsqmXBUEQBEFQ4Cm8+F4rY7NgHTx4ULY8KCiIEyZMkD7funWLL7/8Mu3t7anRaOjv78/PPvtMWq+f3abyDDnk41mPPvzwQ3p5edHc3Jyenp6cOnUqHzx4UGNZk5KSGBQURI1GQz8/P+7YsYNZWVls2bIlbWxsmJGRwYiICIaEhFTbNjExkeHh4bSysqJOp2P37t1lM+4Y8te//pVWVla0t7eXZtCaPXu2bAYikvz+++8JQJr5SC8rK4vDhg2jra0t1Wo1O3bsyJ07d9a6z6FDh7J3795cu3YtmzdvTrVazeDgYF65ckVK4+7uzrlz51bb9siRIwwJCaFGo6FWq+Xzzz/Pc+fOSesHDx7Ml156iatXr6aXlxfVajW7dOkim1ms8ixYpPHzayhODh8+TABMT0+Xlm3ZsoUApNm9Nm/ezMDAQOl8dOvWjT/++GOtdbNnzx4C4JQpU6Rld+7coUqlqjZ7VeVZsMrKyti/f3+q1Wr27Nmzxjp8++236e3tXeP+r1+/Tj8/P6rVas6fP1/RNVJ1FqwTJ06wV69etLW1lepz2bJltR737Nmz6eDgQFtbW44ePZq5ublcsGABNRoN33zzTa5YsYJmZmY8evQoO3bsSLVazRYtWsjqU0mamq4dY3F89+5dDhkyhFqtlq6urly4cCHLy8vZp08fWlhY8LvvviNJxsbGMjg4mBqNRpo+Wz/rmaF2Ij8/nwC4ZcsWkv+dzazyTF6CIAiCIBinIsUblULNhg0bhtzcXNkfmhOE2nz11VeYMWNGjb8AKk0jCIIgCML/pv+pR7AEQRAEQRAEQfh9EwMQQRAEQRAEQRAajXgESxAEQRAEQRCERiN+AREEQRAEQRAEodGIAYggCIIgCIIgCI1GDEAEQRAEQRAEQWg0YgAiCIIgCIIgCEKjEQMQQRAEQRAEQRAajRiACIIgCIIgCILQaMQARBAEQRAEQRCERiMGIIIgCIIgCIIgNBoxABEEQRAEQRAEodGIAYggCIIgCIIgCI1GDEAEQRAEQRAEQWg0YgAiCIIgCIIgCEKjEQMQQRAEQRAEQRAajRiACIIgCIIgCILQaMQARBAEQRAEQRCERiMGIIIgCIIgCIIgNBoxABEEQRAEQRAEodGIAYggCIIgCIIgCI1GDEAEQRAEQRAEQWg0YgAiCIIgCIIgCEKjEQMQQRAEQRAEQRAajRiACIIgCIIgCILQaP4UA5AdO3bA1tYWL774Yr22nzdvHjQaTYOUQ6VS4c6dO4q3KS8vx4gRI6DVavHSSy/hq6++gpmZ2ROXRfj9+j2f49DQUDz//PPS56rxKSj3ez7Phty5cwcqlQo7dux42kUxyMPDA/PmzXvaxfifM2zYMPTu3bvB8/2jxT8AtG3bFpGRkU+7GAbNmzev1vp0cXH53Za9qvr0lYxJTU2FSqXC8ePHGyxP4cn8Tw9ASkpKMG3aNEycOBFNmjRp0LydnJxw7dq1Bs3TkLi4OGzfvh3Lly/H8uXL0bNnT3z99de/+X6F+hk+fDi++eabOm2zcuVKvPrqq9LnP9I5rhqfgtAQlFxHjdUG/14pOf4/ex39UdXnPiLUTqvVyv5f9b4rNL7/6QFISkoKYmJikJiYCH9//wbLNzMzEzk5OQ2WX23u3bsHABg6dChatGiBgIAAvP76642yb6HuTp069cTb/JHOcdX4FISGYOw6asw2+PdIyfH/2evoj6w+9xGhdlUHIKKOn77/6QGIt7c3/vOf/8DHx6fB8oyJiUGzZs0AAC1atKjxsa6ysjJERkaiadOm0Ol0GDNmDB48eFAt3bZt29C5c2dotVq4uLhg5syZKCwsBPD4J9Vhw4YBABwdHfH8888b/Nm6tjwAID4+HmFhYWjSpAlsbGwQGhqKuLi4Go9x2bJl0kWqd+PGDahUKvz4448AgNLSUrzzzjvw8vKCRqOBp6cnZs2ahZKSEmmb06dPo1+/fnBwcIBOp8NLL72E69evS+uHDx+OkSNHYv78+dBqtVLehupy4cKF8PPzg6WlJVq3bo1Vq1ZJ67du3QozMzMkJSVJy44dOwYTExN8//33AABbW1v8/e9/x/jx4+Hk5AQrKyu8+OKLsp94c3Jy8Morr8DLywtWVlbo2rUrYmJiZGW5efMmRo8ejSZNmsDe3h4jRozAjRs3AAAqlQoZGRkYP3689ItbeXk55s+fDx8fH1haWsLDwwNTp05FQUEBAOC5557Dxo0b3I1edAAAIABJREFUsWnTJqhUKiQlJVU7x8XFxZg9ezY8PT2hVqvRrFkzzJ07F2VlZVIaZ2dnfPnll3jnnXfg4eEBW1tbvPDCC8jOzpbS1DUOjDEUn4YY26/S4/viiy/w+uuvw8HBAU2bNsU777yD27dvY8iQIbCzs4OXl1e1bw2NXRsA8I9//ANt2rSBhYUF7O3tERERgVu3bknrR44ciREjRmDjxo3w9fWFjY0NgoKC8J///EdKYyxGlVBSD0ePHkWHDh2g0WgQEBCA/fv3IzQ0FG+++Wad0iiJ9TVr1sDLywuWlpYICQnB+fPnjR7DjRs3MHLkSNjZ2cHCwgLt2rVDVFSUtD4xMREqlQqJiYmy7Xx8fPDOO+8AMHwdVVZbG2xqaoqPPvoILi4u0Gg0GDBgAG7fvi2tr+085efnQ6vVYsmSJbL9lZeXw8nJCe+//361sowePRrh4eGyZX5+fnB2dpYtGzVqFAYOHCjVQZ8+feDg4ACtVovg4GD8/PPPUtoLFy5ApVLh8OHDePHFF+Hg4ABnZ2dMmzYN5eXliu5BNaVREmOGqFQqbNiwAS1atIBGo0Hnzp1x+vRpWRol11ptlJTt119/xaBBg2BlZQU3NzcsXboU8+bNQ5s2baQ0DRX/R48eRfv27WFhYQFfX1/pXvKkx6DVarFs2TLZdhMnTkSnTp0AGI//hrJ+/Xq0bdsWVlZWcHBwwNChQ6V7GWC8jlauXAlnZ2fs3r0bzs7OmD17NoC632eU9pWetJ3W6XSYMGEC7O3tDd53haeAfxL9+vXjkCFD6rXt3LlzaWFhQZIsKSlhdHQ0AfD06dPMy8szuM2iRYuoVqu5YcMGpqen8+uvv6aXlxcBMCcnhyS5c+dOAuCcOXOYnp7OvXv30sPDg2PHjiVJFhQUcMOGDQTAtLQ0PnjwgCtWrKCpqam0H2N5PHz4kDqdjm+88QZTU1N5/vx5TpkyhVZWVrx3757Bsi9dupTW1tayZVlZWQTAH374QTo+Jycn/vTTT7xy5Qr37NlDNzc3vv/++yTJzMxM6nQ69u/fnykpKUxISGBYWBh9fHxYVFREkhwzZgz9/Pw4aNAgxsbG8s6dOwbLM2PGDFpZWXHTpk1MT0/nqlWrqFaruX79einN4MGD2b17d1ZUVLCsrIwdOnTg8OHDpfX29va0s7PjN998w/Lycl68eJGenp6MiIggSZaXlzMoKIg+Pj48dOgQU1NTGRkZSY1Gw7Nnz5IkS0tL2b59e3bu3JmHDh1iXFwcO3XqxHbt2rG8vJw3btwgAK5YsYJ3796V6lKtVnPbtm28dOkSDxw4QHd3d06fPp0kmZuby6CgII4aNYo5OTksKyurdo5fe+012tnZcdu2bbx8+TKjoqJoY2PDmTNnSmnc3d3p7u7ODRs2sLS0lFlZWXR1deWUKVPqHQeGhISEsF+/fiQNx2dVSvar9Pg8PDz4ww8/sKKigqtXryYAduzYkceOHWNFRQXnzZtHS0tLKV9j1wZJbt68mSqVikuWLGFaWhpjYmLo5+fHoKAgVlRUkCQjIiLo6urKN954gw8fPuSjR4/Yt29f+vv7S/koidGq6nqeCwsLaW9vz7CwMJ45c4YxMTFs37493dzcOHXqVMVplMR6XFwcAXDWrFlMS0vj3r17GRQURADcvn27weMpLi6mn58fAwMDGRsby0uXLnHBggUEwF27dpEkExISCIAJCQmybb29vfn222+TpMHrqLKa2mB3d3f6+voyMjKSiYmJ/P7772lra8vJkycrPk+vvvoq/fz8ZPv7+eefCYAXL16sVpb169fT2tqapaWlJMns7GxaWlrS0dGRaWlpUjo3Nzd+/vnn0vkZNGgQz5w5w/Pnz/Ott96itbU1b9y4QZJMT08nAAYGBvLYsWOyMkRHRyu6B9WURsm1VtXQoUPp7u7O8PBwxsXFMTY2lm3btqWHhweLi4tJKrvWqqpPOzdgwAC6ubnxwIEDTE5O5qBBg+jj48OAgACSDRf/ubm5tLOzY69evZicnMyEhASGh4fTzs5OyscQJcdgbW3NpUuXyrabMGECg4KCSBqP/5rMnTtXVp9VOTs7S2WPi4ujSqXi2rVrefnyZZ44cYJhYWHs1q2b4jpau3YtraysGB4ezr179/Lq1av1us8o6Ss1VDutZ+i+KzQ+MQBRoPIAhCT37dtHAMzIyKhxm1atWsk6wCQ5adIk2UXVtWtX9ujRQ5YmKiqKKpWKWVlZJMnt27fLtqnaaBvLIzU1lQAYHx8vrS8tLWVMTAwLCgoMll3JAGTEiBEMDw+Xpblw4YJ0050zZw5tbW15//59aX1mZiZNTEwYFRVF8nGDYW5uXmsj++DBA6rVai5YsEC2fOLEifTx8ZE+//LLL2zSpAk3bNjAr776ig4ODrx165a03t7evlp5//a3v1Gj0fDhw4fcv38/AfDw4cPS+vLycvr6+nLixIkkyQMHDhCA1ACT5JkzZzhs2DBmZWWxsLCQALhx40Zp/c2bN5mSkiLb76xZs2SNYpcuXThu3Djpc+VzfOfOHZqZmfHzzz+X5TF37lxaW1tLHQB3d3f27t1blua1115j586dSbJecWBI5QEIWT0+qzK237oc3wsvvCCtf/DgAQHIOgPnz58nAB4/fpyksuurffv21dqFgwcPEgCPHDlC8nGc6nQ6Pnr0SEqzefNmAmBBQYHiGK2qrudZX9fnz5+X1sfHx8vqQUkaJbE+adIkuri4yG7M3377ba0DEH0n9MyZM7LlISEhUmwqGYAYuo6qMtQGu7u7Mzg4WJZu7Nix7NChA0llbcmRI0eqlW/y5MlSx6yqa9euydJv27aN3bp1Y//+/aVBjX5Ace7cOZaUlDAlJUX2ZUteXp40uKicfvHixbJ9tWzZkrNnz67x+I3VkdJrraqhQ4dSrVbLOpA//fQTAfDAgQMklV1rVdU1/rOzs2liYsKVK1dK6/Py8tikSRNpANJQ8a+P9cr53LhxgyqVqsYBiNL6NTYAURL/htRlAPL111/T0tKSJSUl0vrs7GyeOHGCpLI6WrdunaxPQNbvPqOkr9QQ7XRVVe+7QuP7n34E62kpKSnB5cuXERwcLFvepUsX6d8VFRVITExE3759ZWmee+45kERycrLR/SjJo3Xr1vD19UVERAQ++eQTnD59GqampujRowesrKzqfYwvvPACDh06hFGjRmHHjh24f/8+/Pz80Lp1awDAiRMnEBwcLPsJ2dPTEy1btpT93Onr6ws7O7sa95OUlISSkhKDx3j58mU8fPgQAODm5oZly5bhvffew4cffogVK1bAyclJtk3Hjh1lnwMCAlBUVIRffvkFJ06cgIWFBXr06CGtNzExwbPPPiuVNzExERqNBm3btpXStG/fHtu3b4eHh4fB8js4OGDfvn3o2rUrPD094eLigjVr1kjvThiTnJyMsrIydO3aVba8U6dOKCgoQHp6urTsmWeekaVp2rQp7t+/DwC/WRwYY2y/dTk+X19f6d86nQ7A48ddqi578OCBomujtLQUKSkpBvcNQBan+kfo9Jo2bQoAuH//vuIYrY2Serh48SKaNGkie9wkNDQUDg4O0mclaZTEempqKoKCgmBqaiqlqdx+GXLq1ClYWloiMDCw2jE01iMO3bt3l312cnJCfn4+AGVtSUhICPz9/bFlyxYAj9vYf//73zW+rNqsWTN4e3vj6NGjAIDY2FiEhoaiW7duiI+PB/B4ogZXV1cEBATA3NwcJSUliIyMhL+/P1xdXdGqVSsAqNYm1HY910ddrrWq2rZtK8U8AHTr1g3A43hriHuZkrKlp6ejoqICISEh0nobGxvZDF0NGf/W1tayfNzd3eHu7v5Ex/B70atXL6hUKoSFhWHdunW4du0anJ2dpT6LkjrS08cCUPf7jJK+UkO108LvjxiA/AYKCgpAUnYhAJC9V/Ho0SOUlZVhwYIF0Gg00n/e3t4AHr9rYIySPExNTREfH48RI0Zg3bp1CAoKQvPmzaUbbH2NHTsWu3btwv379/Hyyy/DyckJw4YNk563zsvLw6FDh2Tl0mg0uHLliuzYbG1ta91PXl4egMczQ1XOZ/z48QAge8dhzJgxKCoqgkqlwl/+8pdqeVV9r8Xa2hoAkJubi7y8PBQXF8PS0lK2n40bN0rlvX//vrSNUtOmTcOiRYsQGRmJuLg4JCUlYdKkSYq31x+/vnOtZ2NjAwBS5wpAtXgDAJIA8JvFgTHG9luX47OwsKiWv6HpsUkqujYKCgpQUVFR77rV76suMVoTJfVw9+5d6XNl9vb20r+VpFES6/n5+bW2XzUdg1arhUqlqnYMlevyt1T1+lSpVNI1oPQ8TZgwAVu3bkVZWRni4+ORl5eHkSNH1rjP3r1748iRIwAeD0DCwsIQEhIiG4D06dMHAJCeno5evXqhqKgIUVFROH36dI0vw9Z2PddHXa61qqq20/p6LigoaJB7mdL4r7xMr7HiH6j9GniS+m0IpqamtcZHWVkZzM3NATz+Muf48ePw9vbGnDlz0KJFC3Tt2hUnT54EoKyO9CrHRl3vM0r6Sg3VTgu/P3+sSbj/IPQj/aovUuXm5srSmJubY/r06ZgwYUK1PKq+xFjTfpTk4ejoiKVLl2Lp0qVITU3F8uXL8corr6BNmzYICgqqtl3VDgQAgy8TDh48GIMHD0ZBQQH27NmDGTNmYOLEidi9ezdsbW0RGhqKNWvWVNvO0A2iJvrGLSoqCu3atau23tPTU/r3/Pnz4e7ujpKSEixcuBAff/yxLG3VG4D+htG0aVPY2tpCo9HgzJkz1fah/xbY0dER+fn5IGmwjqoqLy/Hhg0bMG/ePIwdO1ZabugFu5roj19f1qplNzaAq6yucdBQattvQx5fZUquDWtra5iamj7xvusSo8byqK0sGo0Gjx49qrZt5W/OlaRREuvW1ta1tl81HYOh6yMvL086vpqum7q8rFxfSs/TuHHj8MEHH+Dw4cPYvXs3/vKXv9QaC+Hh4Zg+fTpycnJw8eJFhISEwMLCAllZWfj1118RFxeHjz76CAAQHR2NsrIybN26VRo8Z2ZmNvShGvQk15p+0gw9/a96Wq22Qe5lSsqmj8eq8f1bxX/VsgC1XwNK61fp/bWuHB0dUVFRgZs3b8LV1VW2Ljc3F/fv34ebm5u07JlnnkFUVBTKy8tx5MgRzJ07FwMHDsSNGzcU1VFt5VB6n1HSV2qodlr4/RG/gDyBmkbVFhYWaN68ebWfKg8ePCj928TEBEFBQbh27Rr8/Pyk/1q2bAm1Wi37ubsmSvLIyMjArl27pG3atGmD1atXw9TUFOfOnTOYr06nw6NHj1BaWiotq/oz+q5du6T55a2trTFixAhMmjQJZ8+eBQAEBwcjPT0d3t7esrKZmJhUaxxrExgYCAsLC9y+fVuWj729PRwdHaVvxRMTE/HFF19g1apVWLlyJZYtW1btm8XY2FjZ58TERFhbW8PT0xPBwcEoKir6/+ydeXxNV/f/PzfjTXJzIxORSBBDIqkGIUGCEqUkaAVBDG1pqWpRlLZanvK0HkoHVVVqqq8YojWPVYkINUuQQRBTH0MQEonI4PP7w++eJ+fmJvfciOiw369XXq+cs/fZe+2111r77HP22RclJSWyenQ7VwFA8+bNUVhYKNv9KCUlBS1btpTtEKSzi5KSEhQXF8uevuXm5mLTpk1lbKc8WwoICICFhYW0xEPHwYMH4eDgIC3fMEZl7KAqMFZvVbVPHyW+YWlpiYCAAIN1A0CrVq0U1aXURo2VYUwPjRo1wu3bt3H+/HkpPTExUbbVqpI8Smzdx8cHycnJePTokXRd6fhliJYtW6KgoKDM7kgHDx6UdKl7iln6BuPmzZsGn5IreWppypNNpf3k4uKCnj17IiYmBrGxsdIbkvLo1KkTrl+/jmXLlklLlWxtbdGsWTPExMQgMzNTWiZUUFAAOzs72Zs73S5hlXlKa4qOnsTXTp8+LbtJPHLkCIDHy1irYixTav8ApKf0wON4WnoHsaq0/8LCQqSkpEjXnTp1qsK3mUr1q9Vqy0xkkpOTy5Rnqj106dIFKpUK3377bZk03c5uERERAB4vsdLFOd0SqenTp+PWrVu4fv26Ih0ZwtRxRsm9UlXFaUOINyPPmOr62ORZcP78ee7du5d79+5lq1atGBISIh1fu3aNJDl//nyGhIRUWI7+R+i///67tEtF6Y/USvPBBx/QysqKP/zwA0+dOsUvvviC3t7esg+r1q9fTzMzM37++edMT0/niRMn2K9fP7q5uUm7lhj7CN1YGXFxcTQ3N+cXX3zBtLQ0pqen85NPPqGlpaVsl5bSHDt2jAD4/fffkyTT0tL4wgsvyD44e+GFFxgUFMT4+HheuHCBe/fupa+vr/RR18WLF2lvb8+BAwfyxIkTPHv2LKdPn04LCwvpI+Ho6GijuifJd955h87Ozly9erVUV0BAAMPDw0k+3vHl+eef55AhQ6Rr+vbty+eff176yM7Z2ZkeHh6cOnUqz58/zy1bttDBwYHDhg0jSWnnrGbNmjEuLo6ZmZlctWoVHR0dpQ8GHz16xKZNm9LPz487d+5kQkICQ0JC6OfnJ+2CY2Njw6FDh/LEiRMsLCxkixYtGBQUxPPnzzMpKYnt27fn4MGDaWFhwbS0NBYVFfGll15i06ZNeeLECd66datMH7/55pt0dnbmhg0beOnSJS5fvpy2trayj2k9PDz40UcfyfQ2fvx4NmjQgCQV2YESXzD1I3Ql9Va2fQC4aNEi6Vi3UcL27dtJKvOvVatWUaVScc6cObx48SJ/++03NmzYUPZBrSE73bx5MwFIH9gas1FDmNrPuh2WwsPDmZqayv379zM4OJi1a9eWPi5VkkeJres+Mh4zZgyTk5O5fv16tmzZssKP0IuKiujn58fmzZvz8OHDPH/+PD/44AOqVCru2bOHJFlQUEAXFxcOHjyYRUVFzM7OZr9+/ejs7Cx9hE6W9SN9DMVgYz5gSj/t2LGDFhYW9PT0ZElJSbl9qKN58+b09PSUfaA8btw41q1bl02bNpXObdq0iQC4ZMkS/ve//+X8+fPZq1cv1qxZkyNGjOC9e/ekj9B3794tqyMwMFCKV0rGIEN5lPiaPpGRkXRzc2NkZCTPnDnD5ORkBgUFsV69elLfKPE1fSoT51q0aEFvb28eOHCAqamp7NWrF5s0aSJ9hF5V9n/r1i3a29uzY8eOPHz4MBMSEhgaGir7kNsQStrQo0cP+vv789atW3z48CE/++wz1q5dW/oInSxr/wcPHmRwcDCTkpLKrZt8bHNmZmYcNmwY161bx1WrVrF///4EIG1gQJLTpk2jq6srY2Njef78eZ44cYIvv/wy69WrJ9tJsiId6T5C1419pLJ4r4+Se6WqitOl0R93BdXP33oCMmnSJAIw+KfbYWLSpEkV7hxBlp2AFBcXs1u3brSysmLHjh0NXlNQUMDhw4dTq9VSo9EwKiqKsbGxBCDbnWnVqlV8/vnnaWVlRVdXV/bq1YupqalSurEJiJIyVqxYwYCAANra2lKr1bJNmzbcsmVLhW3WBUWtVsuQkBCeOHFCtp3mjRs3OHDgQLq6utLKyopeXl4cNWoU7969K5Vx9OhRhoWFSfW2bduW27Ztk9KVTkCKior48ccf08vLi5aWltJAr9v29dNPP6WTkxNv3rwpXfPHH39Qq9Vy2rRpJB9PQKZOncp3332Xzs7OtLW1ZVRUlGzHjBs3bnDw4MF0dnamWq1mkyZNOHfuXJksly5dYq9evWhvb09HR0e+/PLLvHjxopT+r3/9i7a2tnR2dmZ2djZPnjzJwMBAqtVq+vr6MjY2lleuXKG3tzft7e2ZmZnJbdu20dnZmXZ2dtyxY0eZPn748CHHjx9Pd3d3WlhYsH79+vzss8+k7QdJZTdfxuxAiS+YOgFRUm9l22dsAkIa9w3y8Vaqvr6+tLS0pKurK4cPHy7bvU3JwGbMRg1RmX7evHkzGzVqRGtra7Zs2ZKJiYn09fWV3bwryaPE1r/88ku6u7vT2tqabdq0kWKAbrcmQ1y5coV9+vShg4MDrays2KJFC27YsEGWZ9u2bWzcuDHt7Ozo6+vLn3/+mW3atJFtVarvR/oYisFKfEBpP5WUlNDe3p4ff/xxuW0tzcSJE8voZv369QRQZovbiRMn0sXFhQ4ODhwwYADv3r3LqVOnUq1Wc9SoUYomIErGIEN5lNiYPj179mTv3r35/fff08vLi1ZWVgwODi6zu58SXytNZew/PT2doaGhtLa2Zv369bl48WKOHDlSdvNeVfb/66+/0t/fn5aWlmzUqBFjY2MZEhIibW1uCCVtyMjIYGhoKO3s7FinTh1OmzaNkydPlnZrI8vav25Hs9K7S5XH4sWL2bp1azo6OtLGxoZBQUFctmyZLE9RURE//PBD1qtXT9ZfKSkpinVkaAJCmn6/ofReqSridGn0x11B9aMixTsowd8fFxcXjB07FlOmTHnWoggElebOnTuwtbWVlvA8fPgQTk5OmDVrFt5++23FeQQVs337dvTq1QsXL16UrZsXPFvy8/NRWFgo210xLCwMTk5OWLduHQBh/wLBXwXxDYhAIBD8BcjJyYG3tzcGDRqE5ORknD59Gm+++SbMzc0RGRmpOI+gfP744w9s3rwZr7/+Ot59910x+fiTERERgZCQEOzfvx8ZGRn48ssv8dtvv0nbJAv7Fwj+OogJiEAgEPwF0Gq12LVrF27fvo3Q0FC0a9cOly5dwq5du+Dm5qY4j6B8Ro4cicGDB6Nnz57497///azFEegRExODgIAA9O7dG82aNcOyZcuwbNkyhIeHAxD2LxD8lRBLsAQCgUAgEAgEAkG1Id6ACAQCgUAgEAgEgmpDTEAEAoFAIBAIBAJBtSEmIAKBQCAQCAQCgaDaEBMQgUAgEAgEAoFAUG2ICYhAIBAIBAKBQCCoNsQERCAQCAQCgUAgEFQbYgLyjHnuuecwevToZy1GlRIbGwuVSoVbt24pvqZOnTrV9ivl+vK5uLhgxowZUvru3bvh7e0Na2trHDt2rMzx35Fvv/0WFhYWz1qMZ0pV6aBPnz7o3LlzFUj056inqqhMXHha/NV093fhrxhnjI3R+uPHn50/kx+WlJSgX79+0Gg06N2791OpIy0tDSqVCnXq1MGjR4+qpMzFixdDpVKhuLi4wnwXLlxAjx49oNFo4ODggKioKFy/fr1KZPg7ICYg/xDmz58v/Vrsn4GaNWvi4sWLz1oMAMCcOXPQvXt36XjGjBlwcnLC77//Dl9f3zLHgor5M/Xts2DEiBEYO3bssxbjH40xGxR99Gzo2LEjvvvuO+n4zJkzqFev3jOUSPC0UNK3+/btw7p16zBnzhzMmTPnqcixdOlS+Pv74/r169izZ0+lyqjM/VNBQQFefPFF3L17F6tXr8ZPP/2E9PR09OjRo8omQn91/lqPIgSV5s/05P7y5cvIysp61mJIDB06VHZ8584ddOjQAc2bNzd4LCifP1vfPgtefPHFZy3CPxolNij66Nng7+8Pf39/6fjPNC4JqhYlfXvnzh0AQGRkJFxcXKpchpKSEqxcuRLjx4/Hli1bsGLFikr5fmXsdNWqVfjjjz9w8OBB1KxZEwDQsGFD+Pv7Y+fOnejWrZvJZf7dEG9AFKDRaPDFF1/Izg0fPhwtW7aUjmvVqoVvvvkGEyZMQJ06deDg4IAePXrIXrclJiaiWbNmsLa2ho+PD9avX1+mrqysLAwZMgReXl6wtbVF69atERcXJ6XPnz8ftWrVwqZNm1CrVi1MnDgRAJCQkID27dujRo0asLe3R2hoKPbt2wcAeOGFF7B06VIsX74cKpUKJ0+eRElJCT755BM0bNgQNjY2qFOnDt5++23k5eVJdUVFRaFfv35YunQpfHx8YG9vj8DAQPz+++9SnuLiYowePRqOjo7QarUYOHAg7t27V64u4+LiULduXQBA/fr18fLLL0tp5ubm+PTTT+Hm5ga1Wo3u3bvj5s2binVjCCXy6V6hFxcXQ6VS4fTp05g/fz5UKlWZY13bV69ejVatWkGj0cDNzQ3jxo3DgwcPpDL79u2LqKgofPLJJ9BoNNiyZQsA4Pjx4+jatStcXFyg1WrRu3dvXLp0SbpuwYIFqFmzJg4dOoTg4GA4ODjA29sbS5Yskcm8fPly+Pv7w8bGBn5+fli6dKks3Zh8htC1LzAwEGq1Gt7e3li5cqUsT0Xy6/dtWFgYVCoVEhISZHKpVCosWLBAOqd7RX7kyBFFOlLSPiW2+zR0AJRd3qM0NjRv3hxqtRr+/v7YsWMHQkNDMWrUqArlLc3Vq1cRFRUFJycnWFtbo2nTpmVk/+GHH1C3bl3Y2NigY8eOku7Xrl1rUh5jOjA1LihtwxdffAGNRlPmGpVKhS1btlQYX0pTmT4qzccffwwHB4cyPvX111/DxsYGd+/eBQD8+OOP8PPzg7W1NZydnREdHY0bN25I+SMiIhARESErY+XKlVCpVLh//z4AwNXVFV999RW6d+8OtVpdrh4r0l16errJvlgZHyoqKsKECRPg5eUFtVoNT09PvPfeeygsLAQgX4I1bdo0DB06FJcuXYJKpcJXX30FQJn/63Pz5k0MGTIEHh4esLGxQePGjfHNN99I6ampqVCpVNi7dy9efvlluLi4oFatWnjnnXdQUlIi5VMyRhujOv3QWBysrB8mJiaiffv2sLW1hUajQadOnaT4DBj3w/L6tjRTpkxBnz59ADy28ZdeekmR/sq7BzLErl27cP36dfTv3x+DBg3CL7/8IvmVDmM+aOj+ScfZs2cREhICtVoNd3d3LFu2TEr79ddf0bp1a2nyAQB+fn5o0KABdu/eXa7M/ygoMIqdnR1nz54tOzds2DAGBgZKxx4eHvTw8OCSJUtYVFTEK1eusHbt2nzTSswtAAAgAElEQVTrrbdIknfv3qWTkxM7derEpKQkHjlyhGFhYXRycuLbb79NkiwpKWFgYCAbNmzIPXv2MCUlhaNHj6ZareapU6dIkj/88ANtbW0ZFhbGbdu28cKFC7x//z61Wi1HjBjBlJQUnjlzhm+99RZtbW15584d3r17l4GBgezfvz+zsrJYXFzM2bNn08rKiqtXr+bZs2e5a9cuenh4cMyYMVKboqOjWbt2bY4YMYL3799nfn4+u3TpwiZNmkh5pk+fTisrKy5ZsoQZGRn87rvv6OXlRQDMysoqo8vCwkKuWbOGAHj8+HHm5ORI+vPx8eHo0aN59OhRrl+/ng4ODhw5cqRi3RhCiXzOzs6cPn06STIrK4u+vr4cNmwYs7KyeO3aNdlxUVERN2zYQACcPHkyMzIyuG3bNtapU4eDBg2S6h04cCB9fX0ZERHB+Ph43rp1i5cvX6ZWq2W3bt2YnJzMI0eOsH379mzYsCELCgpIkosWLaKVlRXDw8N55coVPnr0iFOnTqWlpSWvXr1KkoyNjaW5uTlnzZrFo0ePcu7cuVSpVFy3bh1JKpJPn3nz5tHS0pLBwcHcsGEDjxw5wqioKJqZmUn6NSa/ob719PTk559/LtUzcuRIenp6csCAAdK5hQsX0tHRkSUlJYp0pKR9Smz3aeiAJCMjIxkWFiaVayw2PHjwgM7Ozmzfvj1PnDjBuLg4NmvWjO7u7lJsMETpeh4+fEhfX18GBAQwPj6eZ8+e5dSpUwmAGzduJEkePnyYAPjOO+8wNTWVK1asYLNmzQhAsh0leZTowNS4oLQNs2fPpp2dney6K1euEAA3b95cbnypSHdK+kifzMxMqlQqrl69WnY+NDSU/fv3J0muWLGCKpWKn332GdPT0xkXF0dfX18GBgby0aNHJMnw8HCGh4fLyvjpp58IgLm5uSRJd3d3NmnShO+//z4PHDjAoqKiSunOVF+sjA9Nnz6dNWvW5M6dO3n+/Hlu3bqV7u7u/OCDD0g+9jFzc3OSZF5eHt999116enoyKyuLDx48UGRbhggPD2eDBg0YHx/P9PR0/vjjjzQ3N+cvv/xCkszIyCAABgQE8MCBAyTJX3/9lQC4Zs0aksrGaEOUHj+q0w+VxMHK+GF6ejrVajX79+/PpKQkJiUlsWfPnrS3t+eVK1dIGvdDQ32rT15eHpcsWUIATE9P57179xTpz9A9UHn069ePXbt2JUnm5OTQ1taWS5culeUx5oOG7p8WLVpECwsLduzYkRs2bOCxY8c4cOBAWlhYSON0YGAgX3/99TIydenShREREeXK/E9CTEAUoHQC0rlzZ1me119/na1atSJJ/t///R8B8MyZM1L61atXqVKppOC2Y8cOAuDevXulPCUlJfTx8eHw4cNJPr5B1Tm5jpSUFAJgQkKCdK6oqIhxcXHMy8sjSQYHB3Po0KFS+rVr15icnCyT97333pMNLtHR0dRqtczPz5fOrVixggCkchs1asS+ffvKynnjjTcqDHDbt28nAGZmZsr0FxQUJMs3aNAgNm/eXLFuDKFEvtIDCEn6+/vLBhz949atW7NDhw6yMleuXEmVSiUF6OjoaFpaWvL27dtSnsmTJ9PBwYHZ2dnSucuXL9PMzIwrV64k+b/+3b9/vywPAG7dupUk2bZtW0ZGRsrqf//99/nVV18plk+fefPmyeogyXv37tHa2poffvihYvn1+/bVV1+VBXdfX19Onz6dderUkc5FR0ezT58+iutQqn9jtvu0dGDo5rai2LBu3boysSEhIYEAFE9AdDcjJ06ckOUJCQmR6n777bdZq1YtFhcXS+nTp0+X3dQoyaNEB5WJC0raYOzGhzQcXyrSHWm8jwzRuXNnmW1fu3aNZmZm3LlzJ0myWbNm7NWrl+ya3bt3y/xbyQTEw8NDNtYYQonuTPXFyvhQv379ZHolydTUVKanp5OUT0BIctKkSaxbt650rMS2DJGRkVHmRrRFixbSBFI3AZkxY4Ysj7e3NydOnEhS2RhtiNLjR3X6oZI4WBk/HDt2LF1cXFhYWCidy83NpVqtlvSnxA/1+9YQutink0WJ/gzdAxkiOzubarWaMTEx0rlBgwaxY8eOsnxKfFD//kknw7Zt26Rz586dk02UGjVqxLFjx5aRKzIyku3bt69Q9n8KYglWFfL888/Ljh0dHZGdnQ0ASElJgZ2dHfz8/KR0Dw8PeHh4SMeHDh2CtbU1OnToIJ0zMzNDu3btZK/9AKBNmzbS/40bN4aPjw+io6Mxc+ZMHD9+HObm5ujQoQNsbW0Nyuri4oLt27ejdevW8PT0hJubGxYuXCitydShW6JVuk0AkJ2djcLCQpw7dw5BQUGya4KDg8tXUgW0bdtWdlyzZk3k5uYCME03OqpaPgB49OgRjh49ii5dusjOv/DCCyCJpKQk6ZyPjw+cnJyk40OHDiEoKAg1atSQznl6esLb27tMG0rbUmmdA4/Xo7Zq1UqW/z//+Q/GjBljknyGaNeunfS/VquFv78/0tLSTJZfR1hYGA4cOACSuHnzJs6dO4eRI0fi1q1b0kfCCQkJ0rpcY3WY0r6KbLc6dQBUHBvS0tJQo0YNWWwIDQ01aU30sWPHYGNjg4CAANn5li1bSnKlpaWhTZs2MDc3l9JfeeUVWX4leYzpoLJ+p6QNT5OK+sgQw4cPx86dO6VlouvXr4e7uzs6d+6MoqIiJCcno3Xr1rJrdMt2TW1P6XhvCCW6M9UXAdN9qEePHtizZw/69++P2NhYZGdnw9fXF40bN1bUzsr6l0ajwddff42AgAC4u7vDzc0Np06dKjOePekYbYzq8kMlcfBJ/DAwMBCWlpbSOY1GAx8fn6fuh6bEAGM+ERMTAysrK4SHh6O4uBjFxcUYPHgw4uLicPny5SqRt/Q9i26ple6eRWAc8RF6FVI6UOsgCeCxURpKL72OMicnBw8fPiyTr7i4GG5ubrJzDg4O0v/m5uZISEjArFmzsGjRInzwwQfw8vLCjBkzMHjwYIOyvvPOO1i5ciUWLFiAkJAQ2NjY4D//+Q9iYmKMtknXrry8PJAsk0d/bahS7OzsZMcqlUrSnym60VHV8gFAfn4+iouLMXXqVHz66adl0q9duyb9X7qPgMdtOHHiBNRqtex8YWGh7DqgfFvKz8/Hw4cPy+iqMvLpo1KpYG9vLztnZ2cnfRdkivw6OnfujOzsbKSkpCAlJQUBAQFwcXFBq1atpPXoly9flm56jNVhSvsqst3q1EF5sujkuH37dpk6AcDZ2bnc8vTJycmBRqOBSqWSnbe3t5cGxNu3b8Pd3b3COpTkMaaDyvqdkjY8TSrqI0O88sorqFGjBmJiYjBmzBjExsZiyJAhMDMzQ05ODh49egStViu7RtfPprZHP5boo0R3pvoiYLoPDRo0CFqtFvPnz8fgwYNRXFyMXr164bvvvpOtha+oHab6V1FREbp27Yri4mJ8/fXX8PX1hYWFBXr16lUm75OO0Urkrw4/VBIHn8QPDY2p1eGHpsQAYz6xbNky5OTklPFBAPjpp5/w0UcfPbG8pcdhncw6e6pRo4bB723u3r0rm2D/kxETEAXoOwMAox/06mNnZ4ecnJwy53UfKwKPHUqtVuPEiRNl8pV+EmIIV1dXzJ49G7Nnz0ZKSgrmzJmDIUOGwM/PD4GBgbK8JSUlWLJkCaZMmYJBgwZJ55V8nFYa3dsV/etKt6mqqIxunoZ8tra2sLS0xJgxYzBs2LAy6bVq1Sr3WgcHB4SGhmLhwoVl0gzdgJZXv62trUFbelL5SOLBgweyAev+/fvSjUNl5Hdzc4Ofnx8SExORlJQkvV0IDQ3F/v37QRINGjRA/fr1FdXxJO1TwtPQgTHUajXy8/PLnNd/elsRDg4OyM3NBUlZvMrJyZEGakP16NehJI+SPgJM9zslbaiKWFxVWFlZYdCgQVi7di0GDBiAhIQE/PDDDwAex3tzc/Myfqo7Lt0e/Zv5yrRHie5M9cXK0rNnT/Ts2RN5eXnYunUrxo4di+HDh2PTpk2K2mGqfx06dAjJycnYt2+f7O1lVlaWSW1RMkYbo7r8UEkcfBI/NKSHnJwcaVL0tPxQif6UkJaWhsOHD2P58uWyN1oAsHDhQqxYsUKagFSVD+rj4+ODjIyMMufT09PLfTD8T0MswVKAVqst47TJyckmleHj44PCwkKkpKRI506dOiXbZSUoKAgFBQUoKSmBr6+v9Kfbpao8MjMzsXHjRunYz88P33//PczNzXH69GnpvM7JSkpKUFxcLHuikpubi02bNlX4xE8fa2tr1KtXr8yrUaU7PJhSV2V086TyGcLMzAyBgYG4ePGiTA5vb29YWVlJSxTKa0NGRgYaNGggu9bMzAy1a9dWLEPz5s0RHx8vOzd27FiMGTPmieQDgP3790v/379/H2lpadK2mabIX7pvO3fujMTERMTHx6N9+/YAIO3Spr/kw1gdT9o+JVSVDpTSqFEj3L59G+fPn5fOJSYmmrSdccuWLVFQUIDjx4/Lzh88eFBarteoUSMcOXJE1je//PJLGVmM5TGmg8r6nZI2aLVa5Ofno6ioSEovb1mhKfGlsgwfPhwHDx7El19+idatW6NRo0YAAEtLSwQEBCAxMVGW/+DBgwAga4/+2GJsmaQhlOgOMM0XK8PGjRul5Vx2dnbo168f3njjDZw6darca0r3U2X8q6CgAID8DcHBgweRmZlpkg0oGaONUV1+qCQOPokfHj16VNq5DHg8aUlLSzPZD031QaV2bIylS5eidu3aGDRoEFq2bCn7e+ONN3D27FkcOnRIaosSHzS1LS+99BIOHToke3N37NgxXL16VWzB+/8RExAFBAYGYsOGDbh9+zYKCwvx+eef4/bt2yaVERERAXt7e4wePRpHjhzB/v37MWrUKNkT286dO6N58+YYNGgQ4uPjcfHiRcTExKB58+aYP39+uWVfvnwZkZGRmDNnDtLT03H27FnMmDEDZmZm0jpJR0dHnDhxAidPnkRubi6aNWuG5cuX48KFC0hOTkZERAS6d++OO3fuID093egvfOoYMGAANm7ciEWLFuH06dOYM2eOwbcUpdHdJG7dulUW7CuisrqpjHzGmDhxIn7++WfMnDkTZ8+excmTJzF48GCEhIRU+Ip65MiRuH//Pl599VWcPHkSGRkZmDFjBvz9/XH48GHF9Y8bNw67du3C1KlTcfToUcybNw/ffvuttN68svJZWlpixowZ2L9/P86fPy9tnzlgwADF8hvq27CwMPz2229ITU1FaGgogMdrZzMyMrBr1y7ZTY+SOirbPiVUhQ5MJTw8HDY2NhgzZgzS0tKQmJiI8ePHmzSh6datG/z8/PDGG2/gyJEjuHDhAj788EMcPXoU7733HoDHW0NfvnwZn3zyCTIzMxETE1PmqbSSPEp0UBm/U9KGwMBAkJS2pU5PTy/j/5WJL5XF398fwcHB+OKLL8r8UNmECROwdetWzJ07F5cuXcLevXsxZswYdOjQQfoWJDAwEEeOHEFycjJIYseOHdixY4fJcijRHWCaL1aGr776ClFRUdi3bx8yMzMRFxeHtWvXyr7dK42joyOuX7+OhIQEXLp0qVL+FRAQALVajW+++QbXrl3Drl27MHr0aHTp0gXp6emyrdwrQskYbYzq9EMlcbAyfjhq1Cjk5+dj2LBhOHv2LE6dOoWBAwdCq9VKv5ml1A9L921V6c8Yut/+iIyMhJlZ2VvcoKAg1KtXD8uXL5faYswHS98/Kb3369u3L7y9vREZGYktW7Zg/fr1iI6ORqdOnaQ3db///jtat25t8gPtvw1V/13734+MjAyGhobSzs6OderU4bRp0zh58mRphyby8U4lH330key68ePHs0GDBtLxr7/+Sn9/f1paWrJRo0aMjY1lSEiIbKvHGzducPDgwXR2dqZarWaTJk04d+5cKV23+4L+VowrVqxgQEAAbW1tqdVq2aZNG27ZskVK37ZtG52dnWlnZ8cdO3bw5MmTDAwMpFqtpq+vL2NjY3nlyhV6e3vT3t6emZmZjI6OZkhIiKyezZs3E4C0y0ZBQQGHDx9OrVZLjUbDqKgoxsbGEgBv3LhhUJ/FxcXs1q0brayspB0plOjPmG4MoUQ+U3fBIslVq1bx+eefp5WVFV1dXdmrVy+mpqZK6YZ0R5JHjx5lWFiY1E9t27aV7aRhqH9zc3MJgD/99JN0bsGCBWzYsCGtra3ZuHFjfvfddybJp8/cuXPp5OTE/fv3s1mzZrSysqK3tzfXrl1rkvyG+vbevXu0sLAos31n06ZNaWZmxjt37phUh5L2KbHdp6UDQzssGbPtzZs3s1GjRrS2tmbLli2ZmJhIX19fjh8/3qCshuq5cuUK+/TpQwcHB1pZWbFFixbcsGGD7JoZM2awZs2a1Gg0jIiI4IkTJ8rsKKMkjzEdVCYuKG3DZ599xtq1a1Or1TIkJESST7f7jCEbNKY7JX1UHrNmzaKdnR3v3btXJm3x4sX09fWlpaUlXV1dOXz4cNkOT3l5eYyOjmaNGjXo7OzMgQMHcu3atQQglWdINkMo0Z0pvlgZH7px4wYHDhxIV1dXWllZ0cvLi6NGjeLdu3dJlt0F69KlS/T19aWVlRU/+eQTksr8X5+YmBjWq1ePNjY2bNeuHZOTk7l9+3ZqtVr6+/tLu2Dt3r1bdl1gYCCHDRsmHSsZo/XRHz+q0w+NxcHK+uH+/fsZEhJCtVpNjUbDl156iadPn5blMeaHhvpWH/1dsJTor7x7IB26XfDi4+PLbd+ECRPo5OTEhw8fKvJB/fsnpeP0xYsX2aNHD9rZ2dHBwYGDBw+W+ZhO1tI7mP6TUJHV8J5aIBAIBOVy584d2NraSh/fPnz4EE5OTpg1axbefvvtKqmDJG7cuCH7wFT3A6anT5+Gv7+/ojyC/0ESbdq0QWBgYIVvYgUCHcIPBYLHmE+bNm3asxZCIBAI/qnk5ORIa7V9fX2RlZWFDz74AOnp6ViwYMET7dpWmn379qFp06YwNzeHu7s70tPTMW7cONSpUwcffPABVCqVojyCxx+ppqen4+OPP0ZcXBxWr15tcLcdgUAf4YcCwWPENyACgUDwDNFqtdi1axdu376N0NBQtGvXDpcuXcKuXbvK3WK6MnTo0AErVqzAunXrEBAQgL59+6JRo0b4+eefpRsaJXkEwJkzZxAQEIADBw5g8+bNJv1WhOCfjfBDgeAxYgmWQCAQCAQCgUAgqDbEGxCBQCAQCAQCgUBQbYgJiEAgEAgEAoFAIKg2xAREIBAIBAKBQCAQVBtiAiIQCAQCgUAgEAiqDTEBEQgEAoFAIBAIBNWGmIAIBAKBQCAQCASCauNvPwHZunUr2rRpA61WCy8vL4wcORK3b982uZz4+HhERESgdu3asLS0hLOzM15++WUcOnToKUhdNfTp0wedO3d+1mL86XFxccGMGTOeqIw6depgypQpVSTRs+fbb7+FhYVFlZZ5+vRpqFQq7N+/v1Lpguph9+7d8Pb2hrW1NY4dO/asxalyhJ1VD08aQ55GDPoroG+fJSUl6NevHzQaDXr37q2ojHPnzkGlUuHXX399mqIKBE/E33oCsnPnTvTo0QP+/v7YuHEj/vWvf+Hnn3/G0KFDTSonLi4OL774IpycnLB8+XIcOnQIP/74I27cuIFOnTrhzJkzT6kFptG3b18sW7ZMOh4xYgTGjh37DCUSCP6Hh4cHFixYgIYNGwJ4/GNu9erVKzf9aVKzZk1cvHjxqdfzV2TGjBlwcnLC77//Dl9f32ctzhMj7ExQHcyfPx+vvvrqE5ejb5/79u3DunXrMGfOHMyZM8fgNfo2LhD8FfhbP16YO3cugoODsXjxYulcfn4+3nnnHdy/fx8ajUZROfPnz4efnx9WrFghnWvRogXCwsLQpk0bJCQkwN/fv8rlN5Vjx44hPDxcOn7xxRefoTQCgRxHR0eMHDlSOtZ/uq6f/rS4fPkysrKynno9f1Xu3LmDDh06oHnz5s9alCpB2JmgOqiqt4X69nnnzh0AQGRkJFxcXJ5q3QJBdfK3fgOydOlSrF27VnbOy8sLJJGdna24nMLCQhQWFpY5b29vj9OnT8uCxdWrVxEVFQUnJydYW1ujadOmWLlypZS+YMEC1KxZE3FxcQgICICdnR0CAgKQlJSE5cuXo3HjxtBqtejevbts8CouLsa0adPg6+sLGxsbNG7cGAsWLJDSVSoVMjMz8dprr6FGjRoA5EuwUlNToVKpsGvXLoSFhcHBwQFeXl5YtWoVDh8+jKCgIGi1WjRr1gxHjhyRtXP16tVo1aoVNBoN3NzcMG7cODx48EBKT0hIQPv27VGjRg3Y29sjNDQU+/btK1efX375JZydnbFr1y74+/tDo9Ggfv36sgmeknoB4Mcff4Sfnx+sra3h7OyM6Oho3LhxQ0rv1asXIiMj8cUXX8DLyws2NjZo2bIljh49Wq58x48fR9euXeHi4gKtVovevXvj0qVL5ebXYW5ujk8//RRubm5Qq9Xo3r07bt68KaUfPXoUL774IlxcXKDRaBAUFCS9Is/NzYWNjQ1mzpwpK7OwsBA1atTAhx9+CADIysrCkCFD4OXlBVtbW7Ru3RpxcXEVynXz5k0MGTIEHh4eku188803RttTGmP2BwD//e9/ERERAVtbW7i7u2P27NmYMmUK/Pz8AMiXFkybNg1Dhw7FpUuXoFKp8NVXX5VZehAVFYV+/fph3rx5qFevHmxtbREeHo7bt29jwoQJcHd3h7OzM9555x2QVKTnuLg41K1bFwBQv359vPzyy4rbp0/fvn0RFRWFTz75BBqNBlu2bAGgrI9iYmLQokUL2Nvbw8XFBT179sT58+el9KKiIkyYMAFeXl5Qq9Xw9PTEe++9J4tDiYmJaN++PWxtbaHRaNCpUyeZ7+pizaFDhxAcHAwHBwd4e3tjyZIl5faxSqXC6dOnMX/+fKhUKvz+++8AjPuZq6srvvrqK3Tv3h1qtRr37t2TlZ2eng6VSoWEhATp3OrVq6FSqWR6TktLg0qlktphTE86G1m6dCl8fHxgb2+PwMBASW5T7Ky8MgDjtq1PeXb28OFDTJw4EZ6enrCyskLdunXx0Ucfobi42GA5gLIYVp4tGrMRpfHRWCwur34d7dq1Q5cuXcq07ZVXXkGbNm3KbXtplOjO1H7SYcy+IyIiEBERIbtm5cqVUKlUuH//Pl544QUsXboUy5cvh0qlwsmTJxW1yRCl7XPKlCno06cPgMc+9tJLL5XJb8jGdeTl5SE6Ohr29vZwcHDAuHHjUFJSIqVXNNbt2bMHKpUKBw4ckNWXlJQElUqFnTt3GpTf2Hhz5swZqFQqbN68Gf7+/ggKCgJQuRgMGLdxJf5tiIrGEUEVwX8YI0eOZN26dU265ocffiAARkZG8tChQywpKTGY7+HDh/T19WVAQADj4+N59uxZTp06lQC4ceNGkuSiRYtoZWXF/v37Mzs7m9nZ2fTx8aG3tzdfffVV5ufn8+rVq3R1deWkSZOksseOHUtbW1suX76cGRkZXLBgAa2srLh48WKS5NWrVwmA8+bN4+3bt0mSkZGRDAsLI0lmZGQQAIOCgpiamsri4mIOHDiQ9vb27NKlC//44w8WFBSwU6dODA4OlurdsGEDAXDy5MnMyMjgtm3bWKdOHQ4aNIgkef/+fWq1Wo4YMYIpKSk8c+YM33rrLdra2vLOnTsG9TRv3jyam5uzS5cu/O9//8uCggJ+/PHHNDMzY1pamqJ6SXLFihVUqVT87LPPmJ6ezri4OPr6+jIwMJCPHj2SdFCjRg2OHDmSDx48YHZ2Nrt27UovLy+pH52dnTl9+nSS5OXLl6nVatmtWzcmJyfzyJEjbN++PRs2bMiCgoJybcTDw4M+Pj4cPXo0jx49yvXr19PBwYEjR44kST548IDOzs6MiIjgiRMneObMGb777ru0s7Pj1atXSZK9e/dmUFCQrNytW7cSAJOTk1lSUsLAwEA2bNiQe/bsYUpKCkePHk21Ws1Tp06VK1t4eDgbNGjA+Ph4pqen88cff6S5uTl/+eWXcq/R9ZEOY/ZHkt27d6e7uzt37drFpKQkRkREsGHDhvT39ydJnjp1igCYkJDAvLw8vvvuu/T09GRWVhYfPHggSyfJ6Ohourm5ccqUKSwsLOSpU6doYWHBhg0b8vvvv2dxcTF3795NANy+fbsiPRcWFnLNmjUEwOPHjzMnJ0dx+/QZOHAgfX19GRERwfj4eN66dUtRHx0+fJgqlYofffQRU1NTefjwYXbs2JEBAQFS2dOnT2fNmjW5c+dOnj9/nlu3bqW7uzs/+OADkmR6ejrVajX79+/PpKQkJiUlsWfPnrS3t+eVK1dI/i/WhIeH88qVK3z06BGnTp1KS0tLyeb0ycrKoq+vL4cNG8asrCwWFRUp8jN3d3c2adKE77//Pg8cOMCioqIyZXt6evLzzz+XjkeOHElPT08OGDBAOrdw4UI6OjqypKREkZ6io6NZu3Ztjhgxgvfv32d+fj67dOnCJk2akKRiO6uoDCW2rU95dvb666/TycmJq1ev5rlz57hy5Ura29tz3LhxBsshlcUwQ7aoxEaUlK0kFhuqv3QMWbZsGc3MzPjHH39I19y/f582Njb8/vvvDbZbPwYp0Z2p/UQqG0fCw8MZHh4uu+6nn34iAObm5vLu3bsMDAxk//79mZWVxeLi4nLrM4Z+nFyyZAkBMD09nffu3SuT35CN68b7Zs2acd68eTx58iRnzZpFAFy9ejVJ42Pdo0eP6O3tLY1hOqZMmUIPD49y74OMjTdnz54lALZo0YJLlixhcnIyycrFYCU2rsS/9VEyXguenH/UBGTz5s1UqVSMiYkx+dqZM2fS3t6eAKjVatm9e3cuXLiQeXl5Uh5doD5x4oTs2pCQEHbu3KJSPKUAACAASURBVJnk45sCADx27JiUPm7cOALgzZs3pXN9+/Zl165dSZL37t2jlZUVp06dKit3+PDhbNiwIcnHDgOAS5culdINTUDmzJkjpW/cuJEAuG7dOunc/PnzqVarpePWrVuzQ4cOsnpXrlxJlUrFK1euMCUlRTaYk2RRURHj4uJkuinNvHnzylzz8OFDajQafvzxx4rqJclmzZqxV69esjy6G9L9+/dLOtBoNHzw4IGUJzExkQC4Z88ekvIJyOTJk+ng4MDs7Gwp/+XLl2lmZsaVK1cabA/5eAKiP3kYNGgQmzdvTvLxDUlycjJv3bolpefk5BAA16xZQ5Jcs2YNVSqVLMC99tprfO6550iSO3bsIADu3btXSi8pKaGPjw+HDx9ermwZGRm8cOGC7FyLFi341ltvlXtN6cFfif1dv36dZmZmnD9/vqx9NWrUMDgBIclJkybJHgYYujF0dnZmYWGhlKd58+ZlbiZcXV2lG1slet6+fTsBMDMzU3H7DBEdHU1LS0tpwk8q66N79+7x6NGjspv0TZs2EQBv3LhBkuzXr5/kuzpSU1OZnp5O8vFg7eLiItNNbm4u1Wo1Z8yYQfJ/sUbnC+RjWwbArVu3ltsuf39/vv3229KxEj/z8PBgYGBguWWS5Kuvviq7ifP19eX06dNZp04d6Vx0dDT79OlDUpmeoqOjqdVqmZ+fL+VZsWIFAUjxR4mdVVSGEts2hL6d3bp1ixYWFvzyyy9l+T766CPa2dnx4cOHBstREsMM2aISG1FStpJYbKj+0jEkPz+fDg4OnD17tpS+evVqqtVq3r1712C7S1+vRHeV7Scl9m1sAkKSwcHBHDp0aLn1KEXfPtetW0cAzMrKKvcafRvXjffvv/++LF+dOnWkCZuSsW7GjBl0dHSU2WaTJk2kByGGMDbe6GQbP368lF7ZGKzExpXECH2UjCOCJ+dvvQSrNBs2bECfPn0wZcoU9O/f3+TrJ02ahOvXr2Pjxo0YOnQoLly4gBEjRsDHxwcpKSkAHq/DtLGxQUBAgOzali1blnkl6+PjI/2v1Wrh7OwMV1dX2TndMoaTJ0+isLCwzCvsF154AefOncP9+/cVt0O/XgCyD021Wi0KCgrw8OFDPHr0CEePHjVYL0kkJSWhcePG8PHxQXR0NGbOnInjx4/D3NwcHTp0gK2tbYWytGjRQvrfysoKDRs2xLlz5xTVW1RUhOTkZLRu3VqWp2XLlgAg03eTJk2gVqulY933OufOnSsj06FDhxAUFCQtYwMAT09PeHt7G32t3rZtW9lxzZo1kZubCwCwtLREYWEhRo8ejSZNmqB27dpo1KgRgP+t8dUtHdiwYQOAx6+kN23ahIEDB0qyWVtbo0OHDlIdZmZmaNeuXYWyaTQafP311wgICIC7uzvc3Nxw6tQpqV5jKLG/jIwMPHr0CCEhIVK6vb39E+/CVr9+fVhaWkrHWq22zIfRpX1FiZ4r077y8PHxgZOTk3SspI+0Wi0yMzPRvXt3eHt7w83NTdoYQydjjx49sGfPHvTv3x+xsbHIzs6Gr68vGjduDOBxrAkMDJTpRqPRwMfHp4wtPP/889L/jo6OAKB4CaopfmZsKU1YWBgOHDgAkrh58ybOnTuHkSNH4tatW9KH2gkJCdK3a0r0BAANGzaEjY1NpdtorIyqsu2kpCQUFxcb1GVeXh4yMjLKvVZJDNO3RaU2UlHZSmJxefWXxsbGBgMGDMBPP/0knYuNjcUrr7wCBweHctutQ4nuKtNPptj3k1JcXIy7d+9Kf/n5+VVWdnlUNCYpGetee+015OTkYOvWrQAeL59KTU2t8GN7peNN6XhR2Ris1MZNjRGVGUcEpvOPmIAsXboUffv2xaeffopPP/200uXY2tqiZ8+e+Oabb5CamorffvsNeXl5mDBhAgAgJycHGo0GKpVKdp29vb3k9Dqsra1lx6UHAB38/+vac3JyAAAdO3aEWq2W/l577TUAwPXr1xW3Qb/eiurOz89HcXExpk6dKqu3QYMGAIBr167B3NwcCQkJ6NevHxYtWoTAwEDUq1dPNtAYQqVSlZmg2NnZSYHZWL15eXl49OiRNInSYW9vDwAyfetvNmBnZwcAuHv3bhm5cnJysGfPHlm9arUa58+fx7Vr1ypsk67c0m3U9WFGRgY6deqEgoICrFy5EsePHy/z4aCtrS0iIiLw888/AwD27t2L27dvY8CAAZJsDx8+hI2NjUy2pUuXlitbUVERunbtit27d2POnDk4fPgwTp48adIHxkrsT7e1tU7/OpydnRXXYwhT7BVQpmd9nsS/9G+elPTRmjVr0LdvXwQHB2P79u04efIkFi5cKCtn0KBB2LhxI7KzszF48GDUrFkTffr0kb4pysnJKWP7gOFYU3rg1deXMUzxM2M3kp07d0Z2djZSUlIQHx+PgIAAuLi4oFWrVkhISMDFixdx+fJlaQKiRE/ltc+UNhoro6psW2dnSnSpj5IYZsgWldhIRWUricXl1a/P8OHDkZycjKSkJDx48ADbt2+XfMwYSnRXmX4yxb6flF9//RWOjo7S36hRo6qs7PKoaExSMta5u7ujW7du0veZsbGxaNu2rfQgRB9TxpvS9lLZGKzUxk2NEZUZRwSm87feBQt4PIi9+eab+P777zFs2LBKlXH9+nVoNJoygbpjx47o3bs3tm3bBuCxQ+Xm5oKkbBKSk5Oj6ClPeeiuXblyJZo2bVom3dPT06TBVim2trawtLTEmDFjDOquVq1aAB5/HDd79mzMnj0bKSkpmDNnDoYMGQI/Pz8EBgYaLJsk8vLyZAEyJycHdevWVVSvnZ0dzM3NpcBVugxAHtz0BxFdHt1TkNI4ODggNDTU4I2O/sBmCmvWrEFxcTFiYmKkG+jLly+Xyaf7YO7OnTtYv3492rRpI22v6ODgALVajRMnTpS5ztzc3GC9hw4dQnJyMvbt24d27dpJ57OyslC/fn1FsiuxP92HwfpP9ar7aZFSPZdGSfuUoqSPFi1ahE6dOmH69OlSmv7mCgDQs2dP9OzZE3l5edi6dSvGjh2L4cOHY9OmTXBwcChj+8Bj23Z3d1csrzFM8TNjuLm5wc/PD4mJiUhKSpLsMTQ0FPv37wdJNGjQQLJLpXp62ujs6EltW6eryujSlBhWuj4lNlJR2UrHACUEBgaiefPmWLt2LVq0aAEnJyeEhYUpulaJ7nRvQU3pJ6X2XfrGXYeptti6dWvZJgym6O5poHSsGz58OKKiopCbm4vY2Fi8++675ZZZ2fGmsjH4acXByowjAtP5W78BycjIwNChQ/H1119XevJx48YNeHp6YtasWWXSSCI9PR1ubm4AHr+2LSgowPHjx2X5Dh48iFatWlWqfgAICAiAtbU1bt68CV9fX+lPt2yr9FPiqpyImJmZITAwEBcvXpTV6+3tDSsrKzg6OiIzMxMbN26UrvHz88P3338Pc3NznD59usLy4+Pjpf/v37+P9PR0+Pr6KqrX0tISAQEBSExMlJV58OBBAJDp+/Tp07JBSLfDi6HfOAgKCkJGRgYaNGggq9vMzAy1a9c2QXtyCgoKYGdnJ3t6r9sdrXSfdevWDTY2Nti+fTs2btwoLb/SyVZQUICSkhKZbDY2NqhTp0659QLyp4AHDx5EZmamYltRYn+619OHDx+WrsvNzTW6a0hVT5yV6rn0sSn+ZQwlfVRQUFDmqez//d//yWTauHGjtCzJzs4O/fr1wxtvvIFTp04BgLRTUeldse7evYu0tLQnijX6mOJnSujcuTMSExMRHx+P9u3bA4C0a17p5VeAMj0p5UnsrLK2rV93QEAALCwsDOrSwcFBqscQpsQwHUptpKKylcRiUxg2bBjWrl2LNWvWYMiQITAzU3YLokR3leknpfat1WrLvDEvvfxMR0V2VqNGDYSGhkp/FfV3ZTDVxpWOdeHh4XBycsLMmTNx/vx5REVFlVtmZcebysbgpxUHTRlHBJXnbz0BmTx5Mjw8PODn54e4uDjZn24pw3fffYfQ0NByy6hVqxbee+89zJgxA2+++Sa2bNmCAwcOYP369ejZsycSExMxefJkAI9vHv38/PDGG2/gyJEjuHDhAj788EMcPXoU7733XqXbodVq8eabb2Lq1KlYs2YNMjMzpR9H1K2JVqvVsLGxQXx8PE6ePImioqJK11eaiRMn4ueff8bMmTNx9uxZnDx5EoMHD0ZISAhyc3Nx+fJlREZGYs6cOUhPT8fZs2cxY8YMmJmZVbgm3MLCAjNnzsT+/ftx9uxZ6XV0dHS0onoBYMKECdi6dSvmzp2LS5cuYe/evRgzZgw6dOggreEFHj/JGzZsGFJSUnDs2DG8//77aNSokcF+HzlyJO7fv49XX30VJ0+eREZGBmbMmAF/f3/ZwGYqwcHByMrKkpbifPfddzh8+DBq1qyJpKQk6SmOWq1Gr169MHv2bGRlZaFfv35SGZ07d0bz5s0xaNAgxMfH4+LFi4iJiUHz5s0xf/58g/UGBARArVbjm2++wbVr17Br1y6MHj0aXbp0QXp6umyb4PJQYn/e3t5o0aIF/v3vf+PgwYNIS0vD4MGDpcm5IRwdHXH9+nUkJCQo2uZYCUr0rLtp2rp1K1JSUhS1TylK+ig4OBi7d+/GoUOHcOnSJbz11lvS07qjR4/iwYMH+OqrrxAVFYV9+/ZJ8qxdu1b6tmTUqFHIz8/HsGHDcPbsWZw6dQoDBw6EVqs1WWZjKPUzJYSFheG3335Damqq5H9t27ZFRkYGdu3aJZuAKNGTEp7Uzipj27p6gf/ZmZOTE15//XV8/vnn2LhxIy5fvowVK1Zg/vz5GDt2bIW/+m1KDNOh1EaMla0kFislOjoaf/zxBzZs2GDSj/Yp0V1l+0mJfQcGBuLIkSNITk4GSezYsQM7duyQlePo6IgTJ07g5MmT0nKw6qIyNq50rLOwsMDQoUMxa9Ys9O7d2+CSJx2VHW8qG4OfVhxUOl4LnpCn/ZX7s8TBwYEADP7pdsKaNGmSbKu/8li+fDnbt2/PmjVr0sLCgs7OzuzatSt37twpy3flyhX26dOHDg4OtLKyYosWLbhhwwYpXbczTemdXaZOnUoPDw9ZOcOGDZNth1tUVMSPP/6YXl5etLS0pKenJ99++23Ztnz/+te/aGtrS2dnZ2ZnZxvcBWv37t1S/r179xIAMzIypHO6nT1K74qyatUqPv/887SysqKrqyt79erF1NRUKX3FihUMCAigra0ttVot27Rpwy1btpSry3nz5tHCwoKJiYls0aIFraysWL9+/TLXGKuXJBcvXkxfX19aWlrS1dWVw4cPl+3qERkZyc6dO/OHH35gvXr1aGVlxaCgIJ4/f17KU3oXLJI8evQow8LCpPa0bduW27ZtK7c95ONdgD766CPZufHjx7NBgwbS8cSJE+ni4kIHBwcOGDCAd+/e5dSpU6lWqzlq1Cgp3+bNmwlA2gWtNDdu3ODgwYPp7OxMtVrNJk2acO7cuRXKFhMTw3r16tHGxobt2rVjcnIyt2/fTq1WW+7uMPpbYCqxv/T0dIaGhtLa2pr169fn4sWLOXLkSGl3JP3dXS5dukRfX19aWVnxk08+Mbg7UUhIiEyuDh06MDo6WnauQYMGsi2rjem5uLiY3bp1o5WVFTt27Ki4ffoYko803ke3b99mr169qNFoWLt2bU6bNo0lJSV88cUXaW1tzVWrVvHGjRscOHAgXV1daWVlRS8vL44aNUq2Y9D+/fsZEhJCtVpNjUbDl156iadPn5bSDcWa3NxcAuBPP/1Ubrv0d8EijfuZIfs3xL1792hhYVFmC8ymTZvSzMxMtnW3Ej0Z6gOd/+h2aKqMnemXYcy2DWHIzh4+fMjx48fT3d2dFhYWrF+/Pj/77DNpu1dDKIlh5dmiMRtRUjZpPBYbql8/hujo3r0727VrV257y7teie4q00+kcfvOy8tjdHQ0a9SoQWdnZw4cOJBr164lAClGbNu2jc7OzrSzs+OOHTuMtq88KrMLlr6NGxrvSTIwMJDDhg2TjpWOdYcPH5btjFYRxsab8mSrTAwmjdu4Ev82hNLxWlB5VKR4nySoXr799luMHTu2wh/fqir69OmDu3fvih8Qqgby8/OlH07UERYWBicnJ6xbt+4ZSiYQPBnP0rafZgyr7viYlZUl/Rhm3759q7x8EYOeDpMmTcLWrVuNLqsWCEzhb/8RukAgqB4iIiJw48YNLFy4ELVq1cKWLVvw22+/lflVZIHgr4aw7Sfjzp07yMjIwLhx4+Dn54fIyMinUo/op6olPT1d2tHql19+edbiCP5miAmIQCCoEmJiYjBu3Dj07t0beXl5aNiwIZYtW4bw8PBnLZpA8EQI234yli5dig8//BDt27fHkiVLFH98biqin6qWli1bwsHBAV9++SV69OjxrMUR/M0QS7AEAoFAIBAIBAJBtfG33gVLIBAIBAKBQCAQ/LkQExCBQCAQCAQCgUBQbYgJiEAgEAgEAoFAIKg2xAREIBAIBAKBQCAQVBtiAiIQCAQCgUAgEAiqDTEBEQgEAoFAIBAIBNWGmIBUAXXq1MGUKVOetRgyRo8ejeeee+5ZiyHQIzY2FiqVCrdu3VJ8zZ/RvqqD6rLhPn36oHPnzk+9nsrW/SzlMxUXFxfMmDHjWYvxl+DvFguqq++ro57Tp09DpVJh//79iq/5K/lpZXnuuecwevRoAGV1VFJSgn79+kGj0aB3795ljgUCfcQERPCXpWbNmrh48eKzFqPK6du3L5YtW/asxfhL8He1gapm/vz5ePXVV596PXPmzEH37t2fej1VxZ/dfv7s8pXmr9b3Vc2IESMwduzYZy1GteHh4YEFCxagYcOGAIB9+/Zh3bp1mDNnDubMmVPm+M+AGFv/XIhfQhf8Jbl8+TKysrKetRhPhWPHjolf7lXA39kGqppjx45VSz1Dhw6tlnqqgj+7/fzZ5dPnr9T3T4MXX3zxWYtQrTg6OmLkyJHS8Z07dwAAkZGRcHFxwfHjx2XHfwbE2PrnQrwBUUBCQgLat2+PGjVqwN7eHqGhodi3b58sj7m5OT799FO4ublBrVaje/fuuHnzppR+8+ZNDBkyBB4eHrCxsUHjxo3xzTffSOlnzpyBSqXC5s2b4e/vj6CgIClt9erVaNWqFTQaDdzc3DBu3Dg8ePBASv/vf/+L7t27w8bGBm5ubpg2bZqidi1fvhz+/v6wsbGBn58fli5dKkv/8ccf4efnB2trazg7OyM6Oho3btyQ0qOiotCvXz/MmzcP9erVg62tLcLDw3H79m1MmDAB7u7ucHZ2xjvvvAOSAIAvv/wSzs7O2LVrF/z9/aHRaFC/fn2sWLFCKveLL76ARqORyXL16lWoVCps2bIFcXFxqFu3LgCgfv36ePnllwEAWVlZGDJkCLy8vGBra4vWrVsjLi5OkY71iYmJQYsWLWBvbw8XFxf07NkT58+fl9IXLFiAmjVr4tChQwgODoaDgwO8vb2xZMkSKU9xcTFGjx4NR0dHaLVaDBw4EPfu3auwT1QqFTIzM/Haa6+hRo0a0nlj9lVcXIxp06bB19dXsq8FCxZI6e3atUOXLl3K1PfKK6+gTZs2BmXR9e/SpUvh4+MDe3t7BAYG4vfff5flM2afSvKYasPl2cDVq1cRFRUFJycnWFtbo2nTpli5cmWFZQGP9b5kyRLUr18farUarVq1kgZQwLh+y8OYHSmpWx9jdq7PCy+8gKVLl2L58uVQqVQ4efIkACAxMRHt27eHra0tNBoNOnXqhCNHjlTYHmOxUH95zA8//IC6devCxsYGHTt2RFpaGlQqFdauXQv8v/buPCqq644D+HdYhhmWQTYVETdAUKOI4BYgVHGJ0QYNLjEYe+KWiFg1apu4hPboURuOHndtNZqiiSWSRGNdihpFwXWUVRCxoqC1SlAEQZaBX//wzCtvGGbeTHTI8vuc4zm+/b57f3PfvfPuXCA9xnQZK2dz6xB9jJWhlHswtS4wlD5jdYGx+MjPz4dMJsOpU6cwduxYuLu7o127dpg7dy4aGhpaTJOpZZ+eno6goCAoFAr06tULx44dQ1hYGGJjYwFIq0NbotFosGDBAri7u8PBwQHjxo1DWVmZsF2tVmP48OFwd3eHo6MjBgwYgBMnTojOcf/+fUyePBlt2rSBm5sbJk6ciLt377Z4zVWrVsHJyanFznzTIVjm5rGxdgIgrT2iS0o9pCs9PR19+/aFnZ0d/P398fXXX4u2Nx2CtWzZMowfPx4A4OHhAR8fH9Hy66+/DsD8Z7SU+rddu3bYuHEjFi1ahI4dO8LZ2Rm//e1v8d///hdAy89W1oqIGfT06VNSqVT0/vvvU15eHl27do1mz55N9vb29OjRIyIi8vLyIn9/f4qLiyO1Wk1ff/01OTs70wcffCCcZ/To0eTj40OpqalUUFBAn332GVlbW9O3335LREQ3btwgANSvXz/atWsXZWdnExHRgQMHCAB99NFHVFhYSEeOHKGOHTvSlClThHNHRkaSt7c3nTx5kvLy8mjOnDnUvn176tWrV4v3lZycTNbW1vTpp5+SWq2mdevWkUwmo/379xMRUWJiIslkMlq1ahUVFBTQ6dOnKSAggIKDg6mxsZGIiGJiYqh9+/a0bNkyqquro5ycHLKxsSFfX1/avn07aTQaOn78OAGgo0ePEhHRpk2byNramkaMGEH/+c9/qKamhpYvX05WVlZ0/fp1IiJKSEggBwcHUXpLSkoIAB06dIjq6uooKSmJANDVq1epoqKCGhoaKDg4mHx9fYV8iIuLI4VCQTk5OQbzWNelS5dIJpPR0qVLKT8/ny5dukRDhgyhwMBAYZ8dO3aQXC6n0aNHU0lJCTU2NlJ8fDzZ2trS3bt3iYhoxYoVJJfLadeuXVRYWEhbt26lTp06EQAqLS3Ve+27d+8SANq0aROVlZVJjq/58+eTvb09/f3vf6fCwkLatm0byeVy2rlzJxERff7552RlZUX37t0Tjnn69CkplUravn273rTExMSQp6cnvf/++/T06VOqrq6mESNGUI8ePYR9pMTny4hhfTFQW1tLAQEBFBgYSKmpqXTjxg2Kj48nAHTw4EG95yEiio6OJi8vL4qMjKQzZ85QamoqvfLKK9SxY0eqra2VlL/6SIkjKdeOjo6myMhIIiJJca6rvLycgoOD6e2336bS0lLSaDRUUFBACoWC3n77bcrKyqKsrCx68803ycnJiUpKSvSeR0pd6ObmRitWrBDuHwDNnTuX8vPzKTExkfr27UsAhHpGSozpklLO5tQh5pahlHswtS5oKX3G6gIp8VFYWEgAKDAwkM6dO0dERCdOnCAAlJSU9ELK/tmzZ+Tm5kavvfYaZWRk0OnTp6lv377UoUMHmjNnDhFJq0P1cXNzI29vb5o7dy5dvnyZkpKSSKVS0YQJE0TXHjNmDGVkZNC1a9fo97//PTk4OAjnra+vp759+1L//v3p5MmTdObMGQoJCaHevXtTQ0MD5eTkEAA6e/YsERHt37+fbG1t6ciRIy2mq+nn1Jw8JjLeTpBSDrqkxLCu8vJycnV1paFDh1JWVhZdvnyZIiMjydXVVSi/pnlUVVVFu3btIgBUUFBA9+/fFy0/efLkRz2jpdS/Xl5e5OXlRbt27aL6+noqKSkhT09Pmj17NhHpf7ay1sUdECPy8vJEFRHR88rr9OnTVFVVRUTPA3/AgAGi46ZMmUJBQUHCcmFhId26dUu0T79+/YQPh7bCWrhwoWifQYMGUUREhGjd3r17SSaTUUlJifCh2rJli7C9sbGRunfvbrAD8uqrr1J0dLRo3R/+8Adav349ERH17duXoqKiRNu1nYm0tDQiev7gdXNzo7q6OmGfoKCgZtf18PCg1atXE9HzDohuftbW1pKjoyMtX76ciIw3HoiIjh49SgCoqKiIiIiOHTtGAOjUqVPCMQ0NDeTv708zZswgopbzWNeTJ09IrVZTfX29sO67774jAPTgwQMiev7wbJoXRETFxcUEgA4fPkxERH5+fsJDUWvmzJkGOyDPnj0jALR7925hnbH4evLkCcnlcoqPjxftM2PGDPL19SUiourqanJ2dqaEhARh+z/+8Q9SKBRUXl6uNy0xMTGkUqmourpaWJeYmEgAhNg3Fp9S9jE3hnVjQNvRycjIEO0XGhpKw4YNa/E80dHRJJfLRQ/wf/3rXwSAUlJSJOWvPlLiyNi1tftoGzZS4lyfgQMH0u9+9zthef78+eTu7i767FZWVpJCoaCVK1fqPYeUurBpI3TOnDnUrl070mg0wv4rVqxo1gExFmO6pJSzOXWIPlLKUMo9mFMX6EufsbrAlHpQt5y7detGixcv1psWU8t+//79BICuXbsm7H/27FkCIOqAGKtD9XFzc6P+/fuL1n388cdka2tLVVVVVFdXR9nZ2fTDDz8I2ysqKkSN/5SUFAIg6rRnZGTQ+PHjqaSkRNS4vnDhAimVSvrss89aTBOR/g6IKXmsPc5QO0FKOeiSEsO6vvjii2bld/fuXZLJZHo7IET/L3NtPOsum/uMllr/enl5Navnp02bJsSKvmcra108BMuI7t27w9/fHzExMVizZg2uXr0Ka2trREREwN7eXtjv1VdfFR3Xtm1bVFZWCsuOjo7YsGEDAgMD0aFDB7Rv3x45OTnCuEmtpsNhGhsboVarmw2d+c1vfgMiQlZWFvLz8wFANJxIJpMZHF4EPB8L2b9/f9G6v/zlL5g3bx7q6+uRnZ2NQYMGibaHhIQAgDCEA3g+PMDW1lZYVqlUCAgIEB2nUqmaDTfo16+f8H+5XA5fX1/cvHnTYJoNuXjxIuzs7BARESGss7KyQnh4uCi9AFocctQ0vUVFRXjjjTfQrVs3tG/fXhjfrFteffr0Ef7v4uICAHj8+DHq6upw8+bNZuUwcOBAXeQDnAAAE7RJREFU028OhuMrMzMTdXV1euPk5s2bePr0KZRKJSZPnow9e/YI25OTkzFu3Dg4Ozu3eF1fX18olUq99yglPl9mDOu6cuUKlEolAgMDRetDQkKaxYCuV155Rbg34P8xcv36dUn5q4/UODJ0bV2mxLkhV65cQXBwsOiz6+joCH9//xbPI7Uu1Lp+/ToGDx4Ma2trYd24ceOa7WcoxlpKu7nlbCqpZWjoHixZF5gSH03rLm2aW8pzc8q+TZs26Nmzp7AuLCxM728BWqpDDQkPDxctDx48GPX19fj3v/8NW1tb1NXVIS4uDj169ICnpyf8/PwA/L/M1Go1FAqFaJa9vn37Yv/+/ejYsaOw7s6dO4iKisLChQsxbdo0g2nSx5Q8Boy3E0wtB8C055lWXl4eHBwcROXn5eUFLy8vk+6/KXOf0abUv6bmN2td3AExwtraGmfPnsXEiROxY8cOBAcHo0uXLqKGHAA4ODiIlmUymfC7h/r6eowcORLHjx/H2rVrcenSJWRmZiIoKKjZ9Zo2Bqurq6HRaBAfHw+FQiH88/HxAfB8DKv2wdP04Qeg2fjnpqqrq1FbW9sszVpVVVVobGyESqUSrXdycgIAUcfKzs6u2fEKhaLZOm1eAM/zRreydHBwQHl5eYtpNqaiogK1tbVQKpWivNq9ezfu378v2tdQgxsAkpKSMGHCBAwcOBBHjx5FZmYm/vrXv+rdVzffgef3WlVVBSIyqVwMMRRfFRUVAIAhQ4aI7v29994DAGEM7IwZM5CdnY2srCw8e/YMR48eFfZpib77A57fo5T4fFkxrE9FRQUcHR0hk8lE652cnEQxq49uTGjzu6qqSnL+6pIaR4aure8epca5IRUVFc0+34DhvJJaF2qVlZUJdYaWm5tbs/0MxVhLaTe3nE0ltQwN3YOl6wKp8dFS3aXPiyh7QHr5t5QOLUOfmcLCQgwdOhQ1NTXYu3cvrl692ux3G48fP27x+ddUbGwsSktLTfpsNWXKvUlpJ5haDoBpzzOtyspKvWk3N2YB85/RptS/5sQSaz08C5YEHh4eSEhIQEJCAvLy8rB27VpMnToVPXv2RHBwsNHjL168iOzsbJw5c0b0zU1paSm6du3a4nH29vawtbXFvHnzMH369Gbb27VrJ/xoVPcNg6HGvL29Pezt7YUPti4HBwdYW1s3265dNtaAN0b7UG76AKioqBB+dKnbsADQ7EfNupydnaFQKJCRkdFsW9NvYKXYsWMHhg4dihUrVki+vi5tB8uUcjGXtjz27t2L3r17N9vu7e0NAAgODkZQUBC++uor9OvXD66uroiMjDT7ulLi82XFsD7Ozs6orKwEEYliqKKiwmjM6jb2td+qOTo6Ss5fXVLjyNC1db2oOHd2dtb7+a+oqECHDh1aPM6UulChUKC6ulq0rqVvXE0hpZzNqUP0+TnWBS+qHtT1Y8seeDHlDxj+zCQlJUGj0WDfvn3Cl2HFxcXN7kVfDOmKiYnBsGHDEB0djTFjxhicrODHktpOMLU9Yk4MOzg46K0ffkzMmhub5ta/7KeP34AYUVRUhIMHDwrLPXv2xPbt22FtbY3c3FxJ56ipqQEg/vbn/PnzKCoqMtg7t7KyQnBwMG7fvo2AgADhX7du3SCXy+Hi4gJ/f38A4mFR9fX1BmfFAYCgoCCkpqaK1s2fPx/z5s2Dra0tAgMDkZ6eLtp+/vx5AGg2dMscTa/99OlTFBQUCEO3VCoVqqurUV9fL+yTlZWl9zza/BswYABqamrQ0NAgyiulUil6pS5FTU1Ns2/qvvjiC9H1jLGzs0OXLl2avVo+fvy4pONN+dYmMDAQdnZ2ePjwoeje3dzc4OHhIXpLNX36dHz11VdISkrC1KlTYWVlfhUgJT5fZgxrafMqJCQENTU1zWaQOn/+vNGYzc3NFTUQtZ2iXr16mZS/TUmNI0PX1vVj4rzpNUNCQqBWq1FXVyesKy8vx/Xr11vMK1PrQj8/P1y+fFl03W+//dZgGqWQUs7m1CH6/NzqghdZDzZlTtmXlZWJZlpKT09/YdMK6/6BwMuXL8POzg4+Pj6oqamBg4OD6E28doY0bV4GBQWhrq5ONFNZXl4eQkJCcO3aNWHdO++8g7feegvvvfceZs6cafabECmktBPMaY+YE8P+/v6oq6tDXl6esC4nJ6fFt71SmBub5ta/LeE3Ij8d3AExori4GNHR0Vi7di0KCgpw48YNrFy5ElZWVkZ/S6AVGBgIhUKBjRs34v79+0hJSUFcXBxGjBiBgoIC0RSKuhYvXoxvvvkGa9aswY0bN5CZmYl3330XoaGhqKysROfOnTF48GCsXr0aKSkpyMzMxKxZsyCXyw2macGCBUhJSUF8fDzUajU2bdqEzZs3C7/7WLRoEQ4fPox169bhzp07OHXqFObNm4eIiAjhtyDmsrGxwZo1a5CWloYbN24I0zLGxMQAeP5NPREJ0zEWFBRgy5YtonNoxwofPnwYeXl5GDZsGIKCgjBlyhSkpqbi9u3b2LdvH4KCgpoda8zAgQNx/PhxXLx4EXfu3MHs2bOFb4XVarXkb0AnT56MgwcPYseOHcjNzcXatWv1fvvTlEKhgFKpRGpqKjIzM0UNqJaoVCrMmjUL8fHxSEpKQlFREU6fPo3hw4c3m5s/JiYG9+7dw4EDB17IH6YzFp9S9jE3hnVjYNSoUejZsydmzpyJy5cv49atW1iyZAnUajU+/PBDg+dSqVSYPn068vLykJOTgyVLlqBLly4ICwszKX+bkhpHhq6ty9w4d3FxQUZGBjIzM1FWVobY2FhUV1dj+vTpuHHjBnJycvDOO+9ApVK1eE+m1oUTJkxAcXExPvnkExQVFWHfvn347rvvDJaDFFLK2Zw6RJ/WrAukpE/Xi6wHmzK17EePHg2lUol58+bh+vXrSE9Px8KFC+Hp6Wl2GpoqKirCypUrcevWLRw/fhzbt2/H+PHjoVQqMXDgQJSWlgpDe7Zu3YpLly6hbdu2yMrKQkVFBSIjI9G7d2/MmDEDKSkpSEtLw6xZs/Ds2TPhC5GmNmzYACcnJ0ybNu2lNWCltBPMaY+YE8NjxoyBk5MT4uLicPnyZaSlpSE2Nhbt2rUz+/7MjU1z619d5jxb2Uv2En/g/ouRmJhIgYGBZG9vTyqVigYPHkz//Oc/he1eXl60dOlS0TELFy4kHx8fYXnfvn3UpUsXUiqVFB4eTtnZ2XT06FFSqVTUq1cvYfaH48ePN7v+l19+SX369CG5XE4eHh4UFRVF+fn5wvaioiKKjIwkOzs7atu2LX3yySe0dOlSg1NZEhFt27aNfH19yc7Ojrp3705bt24Vbd+5cycFBASQra0teXh40IwZM+jx48fC9piYGAoNDRUdExERQTExMaJ1Pj4+9Mc//pGIns+CZWNjQ+np6dSvXz+Sy+XUtWtXUX4SEa1atYo8PT1JpVJRaGgoZWRkiKbZ1Gg0NGrUKJLL5TRkyBAiInrw4AG9++675ObmRgqFgnr06EHr1q0Tzmkoj5sqKyujqKgocnR0JE9PT/rTn/5EDQ0NNHz4cLKzs6Mvv/xSmMGl6cwilZWVBID27NlDREQ1NTU0Y8YMUqlU5OjoSJMmTaLk5GSDs48QEf35z38me3t7cnNzo8ePH0uKr/r6elq+fDl16tSJbG1tydvbm+bMmUNPnjxpdv433niDwsPDDeYBkf7yPXToEAEQTdVqLD6l7GNODOuLgZKSEho/fjw5OzuTXC6nfv360YEDBwze55tvvklvvfUWbd++nTp16kRyuZwGDhwomqbZlPzVkhJHUq7ddHYdIuNxrs+RI0fIzc2NHBwc6NixY0RElJaWRqGhoaRQKMjR0ZFef/11ys3NNXgeY3Vh05mQiIhWrlxJbdu2JUdHR2FaVDSZiUpqjOmSUs7m1CG6pJShlHswpy7Qlz4pdYG59WBwcDBNnz69xTw3tewPHTpEfn5+ZGdnRyEhIZSenk4BAQHCDEdS6lB9VCoVrV27luLi4sjV1ZXs7e1p/PjxomfT4sWLyd3dnZydnWny5MlUXl5O8fHxpFAoKDY2loiI7ty5Q1FRUeTk5EQuLi40duxYun37NhE1n+GJ6PksXlZWVrRx40a96dI3C5apeWysnSClHHRJiWF9Tpw4Qb169SJbW1vy8/Oj5ORkCg0NFWbkMnUWLCLzY1NK/Svls6H7bGWtS0bE76OY5WzevBnz58+HRqNp7aT8KpWWlgp/7GvChAmtnRz2C0ZEePDgAdq3by+s0/4RtdzcXL1DzNgvx6NHj2Bvby8MhaqtrYWrqys+/fRTzJkzp5VTxxhrbTwEi7FfgUePHuHixYuIiopCz549ER0d3dpJYr9wZ86cgaenJ1asWIHCwkKcO3cOH374IQYMGCCa3pP98lRUVKBbt26YMmUKsrOzkZubi1mzZsHa2prrHsYYAO6AMParsHv3brz22mtwcHBAcnLyj/rxOWNSREREIDExEfv370dgYCAmTJgAPz8/fPPNNwZnHmI/fyqVCikpKSgrK0NYWBjCw8Nx584dpKSkiN6IMcZ+vXgIFmOMMcYYY8xi+GtQxhhjjDHGmMVwB4QxxhhjjDFmMdwBYYwxxhhjjFkMd0AYY4wxxhhjFsMdEMYYY4wxxpjFcAeEMcYYY4wxZjHcAWGMMcYYY4xZDHdAfoXatm2L27dvt3YyGGOMMcbYrxB3QH5liouLUVpa2trJYIwxxhhjv1LcAZHg4cOHmDp1Kry8vKBUKtG9e3ds3LhRtE9dXR2WLFmCjh07wtHREWFhYTh37pzk7bW1tVi8eDG8vb0hl8vRuXNnLF26FBqNBgCgVqshk8mgVqtF1/X19cWiRYsAAPn5+ZDJZDh16hTGjh0Ld3d3tGvXDnPnzkVDQwNOnz6Nzp07AwC6du2KsWPHvpT8YowxxhhjrCU2rZ2An4Np06bh+vXr2LdvH9q3b4+0tDTMmjULnTp1EhrxCxcuRFJSEjZv3gwfHx9s2rQJI0eORHZ2Nrp27Wp0e2xsLA4cOICtW7ciJCQEFy5cwOzZs/Hs2TOsW7dOUjptbW0BAAsWLMC2bdtw4MABnDx5EsOGDUN4eDjGjRuHpKQkTJo0CVevXoWvr+9LyzPGGGOMMcb04Q6IBOvXr4e1tTW6du0KAOjevTu2bNmClJQUjB07FpWVldi5cycSEhIwceJEAMDf/vY3PH36FDdv3oS7u7vB7SqVComJiUhISMCkSZMAAD4+PsjPz8f69euxZs0ak9I7YcIEDB48GAAQGRmJbt26Qa1WY+LEiVCpVAAAFxcXODk5vZD8YYwxxhhjTCrugEjg6OiINWvW4NSpUygtLUVjYyMePXoEPz8/AEBubi5qamrQv39/4Ri5XI7k5GQAwPnz5w1u//7776HRaDBo0CDRdUNCQlBVVYXCwkKT0tunTx/RsouLCx4/fmzSORhjjDHGGHsZuANiRH19PUaOHAmNRoMNGzYgICAANjY2iIqKEvbRNu4dHBz0nsPY9oqKCgAQ3k5oad9QVFZWwsZGelEplcpm64hI8vGMMcYYY4y9LNwBMeLixYvIzs7GmTNnEB4eLqwvLS0VhmR5eHgA+H9HQpex7c7Oznq3a5ednZ1RXV2t99hnz55JvRXGGGOMMcZaHc+CZURNTQ0AwM3NTVh3/vx5FBUVCW8V/P39YW9vj9TUVGGfxsZGREREIDEx0ej2wMBA2NjYID09XXTt8+fPw9nZGX5+fsLbkfLycmH7w4cPcf/+fbPui9+IMMYYY4yx1sAdECMCAwOhUCiwceNG3L9/HykpKYiLi8OIESNQUFCAhw8fQqVSYdq0aVi1ahX27NmDK1eu4IMPPoBarUZoaKjR7a6urpg2bRpWr16NgwcPori4GImJidiyZQvmz58PGxsbdOrUCe7u7khMTIRGo0F5eTnmzp0LV1dXk+7HxcUFAHD48GHk5eUBALZu3YqwsLAXnneMMcYYY4zp4iFYRnh4eGD37t34+OOPkZiYiJCQEHz++ee4d+8eJk2ahKFDhyI3NxcJCQmwsrLC4sWLUVlZiT59+uDIkSPw8fEBAKPbN23aBCcnJ8TGxuLhw4fw9vbGsmXL8NFHHwEA7OzskJiYiPnz56NNmzbw9vbGqlWrUFJSgsbGRsn3ExISglGjRmHhwoUIDQ3F999/j+LiYly4cOHFZx5jjDHGGGM6ZMRjcRhjjDHGGGMWwkOwGGOMMcYYYxbDHRDGGGOMMcaYxXAHhDHGGGOMMWYx3AFhjDHGGGOMWQx3QBhjjDHGGGMWwx0QxhhjjDHGmMVwB4QxxhhjjDFmMdwBYYwxxhhjjFkMd0AYY4wxxhhjFsMdEMYYY4wxxpjFcAeEMcYYY4wxZjHcAWGMMcYYY4xZDHdAGGOMMcYYYxbDHRDGGGOMMcaYxXAHhDHGGGOMMWYx3AFhjDHGGGOMWQx3QBhjjDHGGGMWwx0QxhhjjDHGmMVwB4QxxhhjjDFmMdwBYYwxxhhjjFkMd0AYY4wxxhhjFsMdEMYYY4wxxpjFcAeEMcYYY4wxZjHcAWGMMcYYY4xZDHdAGGOMMcYYYxbzk+iAjB07FjKZrMV/N2/ebO0k/qRs3rwZNjY2rZ2Mn5Tc3FzIZDKkpaVZ7JpTpkxBWFiYxa6ntXPnTshkMmg0GotfW6qfQxrZL1dycjJkMhl++OGH1k7KT5KlniE/pWdVx44dsWzZsh91jtZ4zjD2S/U/F76dk/J0svQAAAAASUVORK5CYII="}, "created": "2022-04-03T18:18:12-07:00", "created_utc": "2022-04-04T01:18:12+00:00", "updated": "2022-04-03T18:18:12-07:00", "updated_utc": "2022-04-04T01:18:12+00:00", "shot_hash": "ca445cd68963cdace05d56bb313c46e9", "slug": "auth0-logout"}, {"path": "auth0_oauth-with-auth0.md", "topic": "auth0", "title": "Simplest possible OAuth authentication with Auth0", "url": "https://github.com/simonw/til/blob/main/auth0/oauth-with-auth0.md", "body": "[Auth0](https://auth0.com/) provides an authentication API which you can use to avoid having to deal with user accounts in your own web application.\n\nWe used them last year for [VaccinateCA VIAL](https://github.com/CAVaccineInventory/vial), using the [Python Social Auth](https://github.com/python-social-auth/social-app-django) library recommended by the [Auth0 Django tutorial](https://auth0.com/docs/quickstart/webapp/django/01-login).\n\nThat was quite a lot of code, so today I decided to figure out how to implement Auth0 authentication from first principles.\n\nAuth0 uses standard OAuth 2. Their documentation [leans very heavily](https://auth0.com/docs/quickstart/webapp) towards client libraries, but if you dig around enough you can find the [Authentication API](https://auth0.com/docs/api/authentication) documentation with the information you need.\n\nI found that pretty late, and figured out most of this by following [their Flask tutorial](https://auth0.com/docs/quickstart/webapp/python) and then [reverse engineering](https://github.com/natbat/pillarpointstewards/issues/6) what the prototype was actually doing.\n\n## Initial setup\n\nTo start, you need to create a new Auth0 application and note down three values. Mine looked something like this:\n```python\nAUTH0_DOMAIN = \"pillarpointstewards.us.auth0.com\"\nAUTH0_CLIENT_ID = \"DLXBMPbtamC2STUyV7R6OFJFDsSTHqEA\"\nAUTH0_CLIENT_SECRET = \"...\" # Get it from that page\n```\nYou also need to decide on the \"callback URL\" that authenticated users will be redirected to, then add that to the \"Allowed Callback URLs\" setting in Auth0. You can set this as a comma-separated list.\n\nMy callback URL started out as `http://localhost:8000/callback`.\n\n## Redirecting to Auth0\n\nThe first step is to redirect the user to Auth0 to sign in. The redirect URL looks something like this:\n```\nhttps://pillarpointstewards.us.auth0.com/authorize?\n  response_type=code\n  &client_id=DLXBMPbtamC2STUyV7R6OFJFDsSTHqEA\n  &redirect_uri=http%3A%2F%2Flocalhost%3A8000%2Fcallback\n  &scope=openid+profile+email\n  &state=FtYFQBczDZemVurdBan5PjRiePPGhU\n```\nYou can also hit https://pillarpointstewards.us.auth0.com/.well-known/openid-configuration to get back JSON describing all of the end points, but I prefer to hard-code them in rather than take on the performance overhead of that additional HTTP request.\n\nThe `state=` field there is a random string that you generate. You should store this in a cookie so you can compare it later on to [protect against CSRF attacks](https://auth0.com/docs/secure/attack-protection/state-parameters).\n\n## User redirects back to your callback URL\n\nThe user signs in on Auth0 (which they may do via Google SSO, or by creating or using an Auth0 account). Auth0 then redirects them back to your callback URL, like this:\n\n    https://your-site/callback?code=CODE_HERE&state=STATE_YOU_PROVIDED\n\nCheck that state against the cookie you set earlier (optional but a good idea).\n\nNow you need to exchange the `code=` for an access token.\n\nYou do that with an authenticated server-side HTTP POST to the following URL:\n\n`https://pillarpointstewards.us.auth0.com/oauth/token`\n\nWith these POST parameters:\n\n```\ngrant_type=authorization_code\n&redirect_uri=http%3A%2F%2Flocalhost%3A3000%2Fcallback\n&code=804-RPsfJb9zIiLNtgP5LVKUnYor8_lN7vltl7DkRpxF-\n```\nThe redirect URI is the same as before. The code is the code that was passed to you in the URL to the `/callback` page.\n\nThis call needs to be authenticated using HTTP basic authentication with the username set to your client ID and the password set to your client secret.\n\nIn HTTP, that looks like a `Authorization: Basic BASE64` header, where `BASE64` is the base-64 encoded string of `username:password` (or `client_id:client_secret`.\n\nIn Python using [HTTPX](https://www.python-httpx.org) that looks like this:\n\n```python\nresponse = httpx.post(\n    \"https://{}/oauth/token\".format(config[\"domain\"]),\n    data={\n        \"grant_type\": \"authorization_code\",\n        \"redirect_uri\": redirect_uri,\n        \"code\": code,\n    },\n    auth=(config[\"client_id\"], config[\"client_secret\"]),\n)\naccess_token = response.json()[\"access_token\"]\n```\nThe response from that is a JSON object with a `\"access_token\"` key containing an access token.\n\n## Fetching the user information\n\nThe `access_token` can then be used to make an authenticated API call to `https://pillarpointstewards.us.auth0.com/userinfo` to get back the user's profile:\n\n```python\nprofile_response = httpx.get(\n    \"https://{}/userinfo\".format(config[\"domain\"]),\n    headers={\"Authorization\": \"Bearer {}\".format(access_token)},\n)\nprofile = profile_response.json()\n```\nAnd that's it!\n\n## datasette-auth0\n\nI implemented this in a new authentication plugin for Datasette called [datasette-auth0](https://datasette.io/plugins/datasette-auth0).\n\nThe bulk of the implementation is in this file: <https://github.com/simonw/datasette-auth0/blob/0.1a0/datasette_auth0/__init__.py>", "html": "<p><a href=\"https://auth0.com/\" rel=\"nofollow\">Auth0</a> provides an authentication API which you can use to avoid having to deal with user accounts in your own web application.</p>\n<p>We used them last year for <a href=\"https://github.com/CAVaccineInventory/vial\">VaccinateCA VIAL</a>, using the <a href=\"https://github.com/python-social-auth/social-app-django\">Python Social Auth</a> library recommended by the <a href=\"https://auth0.com/docs/quickstart/webapp/django/01-login\" rel=\"nofollow\">Auth0 Django tutorial</a>.</p>\n<p>That was quite a lot of code, so today I decided to figure out how to implement Auth0 authentication from first principles.</p>\n<p>Auth0 uses standard OAuth 2. Their documentation <a href=\"https://auth0.com/docs/quickstart/webapp\" rel=\"nofollow\">leans very heavily</a> towards client libraries, but if you dig around enough you can find the <a href=\"https://auth0.com/docs/api/authentication\" rel=\"nofollow\">Authentication API</a> documentation with the information you need.</p>\n<p>I found that pretty late, and figured out most of this by following <a href=\"https://auth0.com/docs/quickstart/webapp/python\" rel=\"nofollow\">their Flask tutorial</a> and then <a href=\"https://github.com/natbat/pillarpointstewards/issues/6\">reverse engineering</a> what the prototype was actually doing.</p>\n<h2>\n<a id=\"user-content-initial-setup\" class=\"anchor\" href=\"#initial-setup\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Initial setup</h2>\n<p>To start, you need to create a new Auth0 application and note down three values. Mine looked something like this:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-v\">AUTH0_DOMAIN</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s\">\"pillarpointstewards.us.auth0.com\"</span>\n<span class=\"pl-v\">AUTH0_CLIENT_ID</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s\">\"DLXBMPbtamC2STUyV7R6OFJFDsSTHqEA\"</span>\n<span class=\"pl-v\">AUTH0_CLIENT_SECRET</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s\">\"...\"</span> <span class=\"pl-c\"># Get it from that page</span></pre></div>\n<p>You also need to decide on the \"callback URL\" that authenticated users will be redirected to, then add that to the \"Allowed Callback URLs\" setting in Auth0. You can set this as a comma-separated list.</p>\n<p>My callback URL started out as <code>http://localhost:8000/callback</code>.</p>\n<h2>\n<a id=\"user-content-redirecting-to-auth0\" class=\"anchor\" href=\"#redirecting-to-auth0\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Redirecting to Auth0</h2>\n<p>The first step is to redirect the user to Auth0 to sign in. The redirect URL looks something like this:</p>\n<pre><code>https://pillarpointstewards.us.auth0.com/authorize?\n  response_type=code\n  &amp;client_id=DLXBMPbtamC2STUyV7R6OFJFDsSTHqEA\n  &amp;redirect_uri=http%3A%2F%2Flocalhost%3A8000%2Fcallback\n  &amp;scope=openid+profile+email\n  &amp;state=FtYFQBczDZemVurdBan5PjRiePPGhU\n</code></pre>\n<p>You can also hit <a href=\"https://pillarpointstewards.us.auth0.com/.well-known/openid-configuration\" rel=\"nofollow\">https://pillarpointstewards.us.auth0.com/.well-known/openid-configuration</a> to get back JSON describing all of the end points, but I prefer to hard-code them in rather than take on the performance overhead of that additional HTTP request.</p>\n<p>The <code>state=</code> field there is a random string that you generate. You should store this in a cookie so you can compare it later on to <a href=\"https://auth0.com/docs/secure/attack-protection/state-parameters\" rel=\"nofollow\">protect against CSRF attacks</a>.</p>\n<h2>\n<a id=\"user-content-user-redirects-back-to-your-callback-url\" class=\"anchor\" href=\"#user-redirects-back-to-your-callback-url\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>User redirects back to your callback URL</h2>\n<p>The user signs in on Auth0 (which they may do via Google SSO, or by creating or using an Auth0 account). Auth0 then redirects them back to your callback URL, like this:</p>\n<pre><code>https://your-site/callback?code=CODE_HERE&amp;state=STATE_YOU_PROVIDED\n</code></pre>\n<p>Check that state against the cookie you set earlier (optional but a good idea).</p>\n<p>Now you need to exchange the <code>code=</code> for an access token.</p>\n<p>You do that with an authenticated server-side HTTP POST to the following URL:</p>\n<p><code>https://pillarpointstewards.us.auth0.com/oauth/token</code></p>\n<p>With these POST parameters:</p>\n<pre><code>grant_type=authorization_code\n&amp;redirect_uri=http%3A%2F%2Flocalhost%3A3000%2Fcallback\n&amp;code=804-RPsfJb9zIiLNtgP5LVKUnYor8_lN7vltl7DkRpxF-\n</code></pre>\n<p>The redirect URI is the same as before. The code is the code that was passed to you in the URL to the <code>/callback</code> page.</p>\n<p>This call needs to be authenticated using HTTP basic authentication with the username set to your client ID and the password set to your client secret.</p>\n<p>In HTTP, that looks like a <code>Authorization: Basic BASE64</code> header, where <code>BASE64</code> is the base-64 encoded string of <code>username:password</code> (or <code>client_id:client_secret</code>.</p>\n<p>In Python using <a href=\"https://www.python-httpx.org\" rel=\"nofollow\">HTTPX</a> that looks like this:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-s1\">response</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">httpx</span>.<span class=\"pl-en\">post</span>(\n    <span class=\"pl-s\">\"https://{}/oauth/token\"</span>.<span class=\"pl-en\">format</span>(<span class=\"pl-s1\">config</span>[<span class=\"pl-s\">\"domain\"</span>]),\n    <span class=\"pl-s1\">data</span><span class=\"pl-c1\">=</span>{\n        <span class=\"pl-s\">\"grant_type\"</span>: <span class=\"pl-s\">\"authorization_code\"</span>,\n        <span class=\"pl-s\">\"redirect_uri\"</span>: <span class=\"pl-s1\">redirect_uri</span>,\n        <span class=\"pl-s\">\"code\"</span>: <span class=\"pl-s1\">code</span>,\n    },\n    <span class=\"pl-s1\">auth</span><span class=\"pl-c1\">=</span>(<span class=\"pl-s1\">config</span>[<span class=\"pl-s\">\"client_id\"</span>], <span class=\"pl-s1\">config</span>[<span class=\"pl-s\">\"client_secret\"</span>]),\n)\n<span class=\"pl-s1\">access_token</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">response</span>.<span class=\"pl-en\">json</span>()[<span class=\"pl-s\">\"access_token\"</span>]</pre></div>\n<p>The response from that is a JSON object with a <code>\"access_token\"</code> key containing an access token.</p>\n<h2>\n<a id=\"user-content-fetching-the-user-information\" class=\"anchor\" href=\"#fetching-the-user-information\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Fetching the user information</h2>\n<p>The <code>access_token</code> can then be used to make an authenticated API call to <code>https://pillarpointstewards.us.auth0.com/userinfo</code> to get back the user's profile:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-s1\">profile_response</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">httpx</span>.<span class=\"pl-en\">get</span>(\n    <span class=\"pl-s\">\"https://{}/userinfo\"</span>.<span class=\"pl-en\">format</span>(<span class=\"pl-s1\">config</span>[<span class=\"pl-s\">\"domain\"</span>]),\n    <span class=\"pl-s1\">headers</span><span class=\"pl-c1\">=</span>{<span class=\"pl-s\">\"Authorization\"</span>: <span class=\"pl-s\">\"Bearer {}\"</span>.<span class=\"pl-en\">format</span>(<span class=\"pl-s1\">access_token</span>)},\n)\n<span class=\"pl-s1\">profile</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">profile_response</span>.<span class=\"pl-en\">json</span>()</pre></div>\n<p>And that's it!</p>\n<h2>\n<a id=\"user-content-datasette-auth0\" class=\"anchor\" href=\"#datasette-auth0\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>datasette-auth0</h2>\n<p>I implemented this in a new authentication plugin for Datasette called <a href=\"https://datasette.io/plugins/datasette-auth0\" rel=\"nofollow\">datasette-auth0</a>.</p>\n<p>The bulk of the implementation is in this file: <a href=\"https://github.com/simonw/datasette-auth0/blob/0.1a0/datasette_auth0/__init__.py\">https://github.com/simonw/datasette-auth0/blob/0.1a0/datasette_auth0/__init__.py</a></p>\n", "shot": {"$base64": true, "encoded": 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zGO6AMMYYY4wxxgyGOyCMMcYYY4wxg+EOCGOMMcYYY8xguAPCGGOMMcYYMxjugDDGGGOMMcYMhjsgjDHGGGOMMYPhDghjjDHGGGPMYLgDwhhjjDHGGDMY7oAwxhhjjDHGDIY7IIwxxhhjjDGD4Q4IY4wxxhhjzGC4A8IYY4wxxhgzGO6AMMYYY4wxxgyGOyCMMcYYY4wxg+EOCGOMMcYYY8xguAPCGGOMMcYYMxjugDDGGGOMMcYM5rXugHz55Zews7ND165dkZ2dXdnFEVy7dg2Ojo6QSCTCv127dlV2sV57+fn5CAoKgq2tLSZPniyEd+zYEcbGxsK6Vp2nzdq1a2FlZSXaRs+fP3+VxX/jzJw5ExYWFsL6q1+/fmUX6aV17txZtC+NHTu2soukl8TERDRr1gw1a9bE+vXrK7s4ALQfr2+K7du3w8nJCd7e3oiPj9drmR07dqBGjRqidiclJeUVl9Sw3sR2gTH2ClAVIZfLKTw8nN5++22qXbs2mZqaEgCSSqVUt25d6t27N125ckWI//jxYwIg/Pvzzz8rsfQlpaeni8r3999/V3aRXnubN28WrdOkpCRhXvPmzYXwSZMm6ZXepk2bROllZ2e/knIXFhbSli1bKDQ0lBo3bkz29vZkYmJCtra2VL9+fRo8eDCFh4dTbm6u3mnGxMSIyj5hwoRXUvbSTJ8+XSiDp6dnpZShorVr106o03vvvVfZxdFLWFiYUGZXV9fKLg4R6T5e3wRNmjQR6hYaGqr3cnv37hWtl3v37lVYmd6EdmHr1q3k7+9PNjY2ZG1tTR07dqQtW7a8opIyxipLlXgColAo0K9fP4wcORKpqamYN28ezp07h7i4OCxcuBAWFhbYtWsX7t69KyxjZ2cHV1dXAIBEIoGPj09lFb/K2LBhA77++us37o6akre3N4yNjQEANWvWRK1atSq5RKWLi4tD8+bNERwcjIiICPj6+iIyMhLnz5/Hjh070LdvX2zbtg0jR46El5cXjh49qle6S5cuFU2vW7cOOTk5r6IKICL89NNP+Pbbb19J+pXh0aNH+PrrrxEREVHZRdGbru2g2v41bdrUkMXS2u68jsdrWZS2ziujPX7d24V58+Zh4MCBOHXqFJYtW4aff/4Zp06dQnBwMObNm1dh+TDGqoBK7gAREdH69esJAEkkEnr06FGJ+devXycAtHfvXlH43bt3ad68eXT8+HFDFVVvhn4Ccvv2bZJKpQSAoqKiXmlelenMmTM0d+7cEndTVZ+ATJ48Wa+0XvUTkGvXrlH16tWF9H/88UeN8Xbs2CHEMTc3pxMnTuhMNysri6ytrSkgIEBU/uXLl1do+ZWUx6dUKi0x73V9AvL+++8TAOrZs2eJeVX1CYiu7UBEtGXLFvrtt98oKyvLYGUqrd3Rdry+CXJycmjJkiUUGRlJCoVCNE/XenlVT0Be93bh5s2bwsiHTp06CeHKtt3U1JRu3LhRYeVnjFWuKvEE5OTJkwAAMzMz2NralpjfsGFDNG7cGKampqJwNzc3TJkyBQEBAQYpZ1U2Y8YMFBQUVHYxXrl27drh008/haenp9Y4ZmZmBiyRdmFhYXj69CkAoE6dOvj00081xuvbty+6d+8OoHjc/NixYyGXy7Wmu27dOigUCkRGRsLKykoIV7/7WREKCgowY8YMveJKJJIKz/9VuHr1KlasWKFX3KpSJ322w8CBAxEWFgYbGxsDlar0dkef4/V1ZWlpifHjx2PIkCEl9pOytMcVtY+97u3C8uXLUVRUBABo27atEN6+fXsAQFFREZYvX17GkjLGqqoq0QFRPqYvKChAcHAw7t+/XyLOlStX0LVrVwDAnTt34ODgIHqRTzmUYteuXTA3NxfCTU1NsWfPHvTp0we2traQSCSoVq0ahg4diidPnmD37t0YNWoU6tWrBwsLCzRq1AgbNmwQ8v34449hamoqpOfu7o4BAwbAxcUFpqamsLW1RUBAALZv316mOj948AATJ06Eh4cHpFIpHB0d0bFjR2zatEkU7+7duxg3bhzq1asHqVSKGjVqwMfHB1999RUA4M8//4SnpyciIyOFZdq3bw+JRILPP/9ca/4vUy+FQoE//vgD7du3h52dHczMzODm5oaRI0fi+vXrJeJHRETAz88P9vb2sLS0hKurK/z9/XHz5k2967lp0ybRi426Xt58+PAhRo8eDTc3N5iZmaFmzZoYMGAAzp8/r2OLlBQdHY3g4GA4OTlBKpXCzc0NvXv3RmxsbKnL3rhxA4cOHRKme/XqJeznmvTr10/4+/r169i/f7/WuEuXLkVwcDBcXFwQHBwshMfExGgs27Zt22Bpaalx3S1cuBAmJiZCeN26dYXlJk6cCGdnZyQnJwMoPj6V8fbt21ciH3Nzczx48ABfffUVmjZtCktLS3h6emLx4sVa66IuNDQUXl5ewgcCTE1N4eLigkGDBiE6OlqIN3XqVNHL4qovur777ruiuo4ePRoAkJmZiR49eqBVq1ZCB2///v1CvPz8fI11iouLwwcffIA6derA0tISbdq00ThUTp/9xd/fX1S2jz76CN988w28vLxgbGwMc3PzEumXth2mTJmidV0o3bx5ExMmTICnpyekUilsbW1Rt25ddOvWDRcuXCjz+i+t3dHneE1MTMTo0aPh7u4OqVQKOzs7+Pn54ffff4dCoRDizZgxA0ZGRkI6HTp0wMqVK+Hn5wepVAoTExO997OmTZuKymRhYYHff/9d5zK7d+9GtWrVIJFIUKNGDVy7dg2tW7cWpaP8WEF52mO5XI6lS5ciICAANjY2cHJyQlhYmMb9UZeytgspKSlaz6Pnzp2DtbW1aJ5y/3tV7cLBgweFv5XDqwGI2qQDBw6UaZ0wxqqwyn4EQ1RyKIyxsTH16tWLVqxYQU+fPtW4TG5urmiZtWvXCvP27Nkjmvfuu+/S8uXLacaMGSSRSIRwZ2dnmj59Oq1evZreeecdIVz9Ue+cOXOEeba2thQVFUV5eXl0+fJlcnd3F+atXLlSWEbXEKyUlBSqXbs2AaCmTZvS6dOnaciQIUJc5Qt3aWlpVKdOHbKwsKA9e/ZQSkoK7du3j/z8/CgoKIiIioehqb/sGR4eTrGxsfTgwQOd67089SIiGjp0qDBv0aJFdPr0afLx8SEAZGNjQzExMULcH3/8UdgGN2/epGvXrtH//vc/MjExoejoaL3rqWm7qg5dUB2C5evrS5GRkbRv3z76+OOPRcOblHlq2u9Uh2Dt27dPGA4wbNgwioqKEupoa2tLt2/f1rluly1bJkp74cKFOuMfPnxYFP+TTz7RGO/s2bMEgI4cOaJxuQ8++EDjcrrW3YwZM4TwOnXqCOEJCQn0+eefC/PMzMwoNjaWYmNjhWE+qkMtzMzMKCAggMaMGUPe3t6i/P755x+d9VeqVasW9evXj06cOEHp6ek0d+5c0T6amJgoxJ02bZrWYR4dOnQQ5o0aNYqIij8GEBsbS926dRPmdejQQaiTchiN6hAsOzs7CgoKotGjR1ONGjWE8GrVqtGTJ0+E/Mqyv7Rt21ZIx8PDg37++WdavXq1KFw1fX22g651cejQIbKyshLSXblyJcXExNCCBQtIIpHQtm3byrz+9Wl3dO1z0dHRZGNjIxyv586dox9++EGIO2zYMFEdVOtnaWlJM2fOpPDwcBo2bFiZ9rOioiJycnLS2ralp6eTk5MT/fHHH6LwY8eOEQDRh1BUt5dyqJ4+60V9CFazZs1o9OjR9NZbb4nCZ8+erbMuqsrbLug6jx44cEA0T7kPv6p2QbmPAqBVq1YJ4UuXLhW14erD3Rhjr6cq0QEhIurTp4+oYVJtcEaOHEn3798Xxc/Ly9PacOoaY9u9e3chvGPHjkJ4RkYGGRkZCfNWrFghzFO9UK9Vq5aoHAsXLhTNKyoqIiLdHZARI0YI4UuWLCEion/++UcIa9euHRER/frrrwSA6tevL8rz1KlTogvzS5cuifLS9x2Q8tRr9+7dQnjjxo2F+GvXrhXC/fz8hPBq1aoRAIqIiBCl3717d6EzoG89dW1XXV/B6tGjhzBPNT1tHRC5XE5169YVwq9evUpERLNnzxbCpk+frnPdzpo1S5R2ZGSkzvjx8fGi+MHBwRrjjRkzhjw8PISTsEKhEHUWbWxsNL7LomvdzZw5UwhX7YAQEf3222/CvLKM9X727BnZ2dnpvb6UateuTampqcK0QqEge3t7IZ3vvvuu1LyJiDp27CjMU3ZAlIKDg4V5ZXkHRHkRqvynfCetrPuLtvQTEhI0pk9U/u2QlZVFNWvW1LoftmjRQtQBKcv6L63d0bXPtWnTRgjfuHGjEO7p6SmE79u3r9T6yWQycnZ2LtN+pppWYGCgaN73339fom0jIho/fjy1bt1aFKZtO77MeuncuXOJ84A+ytsu6DqPHjx4UDRPtRNd0e2Cekdo3bp1wjKq5xbVdpox9nqrEkOwAGDjxo2YPn06pFKpKDw/Px/h4eFo1KgRYmJiXjof1eEJqo+47e3tUaNGDWE6NTVVr/T8/f2Fvx89eoSLFy/qjK9QKETDmtzd3QEA1atXF8KUj8uVv22SlJSEkSNHCml36NAB27Zt06t85aWtXps3bxbCGzduLPzdpEkT4e8zZ87g3r17ACD8tsa0adMQHh4u1GnPnj3w9fUF8Orr2aNHD+Hvo0ePioZ3aHLhwgVheAGgextpo/67NKW9l6K+32dlZZWI8+zZM/z111/4z3/+I4yrlkgkGDFihChf1eEflcXW1la0f2gaVqnJzp074eTkJExLJBI4OjoK08+ePau4QpaRn5+faFpZp4rYXwDAy8tLY/ovY/PmzUhPTwdQvE0GDRokmv/111+L8jXE+r97965oOJe2dmTjxo2lpmVsbCx6v0SfdTZ27Fjh+Dl+/Dhu3LgBoLhtVr4vkZCQIAyDk8lk2LJlC0aNGlVq2i9LdR/Td/u/Ce2C+nAzI6MXlybqQ1fLOjSNMVY1VZkOiLm5OX744Qc8ePAAv/32Gzp16iRqeLKysjB48GDhJbXyUm3YdM0jIr3Sc3Z2Fk3fvn1bZ/z79++LLk6DgoIgkUjQokULIaywsBAFBQUIDAwUwtauXYsWLVqgfv36+Pnnn/Uq28vQVi/Vdzzs7OyEv1UvtoDiEzgAoQ4PHjzAqFGj4ODggEGDBuHSpUvCyfJV11N1PHFOTg6ePHmiM/7Vq1dF08rx8Ko/pqapg6BKdd0AKPWFVPX56ssDxe/S5OfnY8iQIcjPzxf+hYSEiOK9ipdOy0O106Xv8dS6desSYVXlRXD1TqSyThWxvwAl2yZ915kuqhf6Xl5eMDExEc3v168fGjVqJEwbYv2rvyemrR1RtiGlKWu7Xb9+fXTq1EmYXrlyJYDidz1UO5JLliwBABw6dAiZmZkYOnSoXuV5GeU5Zt6EdsHCwkIUR/UmkfoHOdTjMsZeT1WmA6JUvXp1hIWF4ejRo0hOTsakSZOEE+Dt27dx7ty5Si6hmPqXuUq70FT/JvuyZcsQGxtb4p+ZmRkCAgIwe/Zs0QXAzZs3MW3aNHTt2lXnl5JelrZ6qZZf9WJGPb6yk7Vs2TJ4eHgI4YWFhdiyZQvatm2LPXv2AMArr6f6hV1pnVj1bXThwoUS2yc8PFxnGupf/UlLS9MZ/9GjR6Jp1XWmtHTpUigUCjRo0AAWFhbCv2bNmoninT9/vswv3FcFeXl5WLhwIYKCguDj4wNXV1c4OTkhKSmpsoumU0XsL69KRkaG8Lfql5E0MdT6V19f2toR9aeIFUn1F+7XrFkDmUyGxYsX48MPPxQukLdt24aHDx8iMjISQUFBoifkVcmb0C6Ym5uLvt6meh5V3V+srKxK3Y8ZY68Hk9KjvHpffPEFAgIC0KtXL1G4q6srFixYAEdHR8ycORMAhM+aVhXqJ1P1JwHqrK2tRdPOzs6ipx/qvvnmG/Tv3x/Lly8XDac4ceIEdu3aJfp6UkXSVi/V8qteyKtaluTqAAAgAElEQVRf1CtPJh4eHrh06RLCw8Oxfv16nDx5EkQEmUyGmTNnCtv8VdYzMzNT+NvExKTUCwn1bdSwYcMyn/S6du0KiUQi3OEr7W6u+nzlZ3mVoqKicOnSJcyfP1/4LKWq/fv34+uvvxamly1bVmXueOqrd+/e+OeffwAAnTp1QkREBGrXro2AgIAq3QmpiP3lVVH9rLnqcaCJoda/+vrS1o68ys8JBwcH46OPPkJGRgZSU1OxaNEi/PPPP1ixYgUyMzOxfv16FBUV4bfffsP27duxevXqV1aWl/EmtQuNGzfG2bNnAYiH+qme8729vQ1eLsbYq1ElnoDExsbi77//1jpf9VdmXVxcDFEkvakOuVIfSqWJi4uL6MSqPnxD1ZkzZ5CYmIiWLVti8eLFePDgARYvXiw8Kbh27dpLll47bfVSPQGonhjU7/ArfyU4PDxc+F6+crx1u3btROV/1fVUHUvdpk2bEu9bqFM/yenaRto4OzuLhkDs2bMHMplMa3zV94KaN28ufHJaaenSpahZsybCwsLg5+dX4t+UKVNEF3br168X3UFWH0ZT2nswhpaUlCRc/ALAnDlz0LJlSzg5OWn9fLFqnSqzPhWxv7wqzZs3F/5OSkpCbm6uxnjlWf/lpb6+tLUjqr80XtHMzc0xfPhwYXrq1Kno27cvnJ2dMXHiRCH8p59+gqmpKYKCgl5ZWV7Gm9QuqN50Ub5DCEA0LE79xgxj7PVVJTogQPE4W+ULy+p27doFoHhYS2kX+Iam+nsN3bt3R+3atXXGl0gkohdBIyMjtQ4J2rdvnzAOGSi+ez9hwgShE+bm5gag5B3F0u506kNbvVTLfvnyZeFv1Zfv27VrJ7x3MWbMGNEFhqenJ8aNGycqv771LC/l/gMU/zhgaXx9fUVDqNasWVOufOfNmye8kJySkqL1nZZt27bhyJEjAIqHGKxYsUJ0YZCZmYmNGzdixIgRJYa6KdnY2GDYsGHC9PPnz7F+/XphWvXFYgB639FW3bcKCwuRl5en13JlpX4MqO/TmqjWKTU1tcRTO21U066IY6Wi9hddyrsdBg8eLDyNef78ORYuXKgxXnnWf3nbHVdXV+EmBCBuR+Lj44W/1V+Yr2jKdggoftH8ww8/BFD88QvleUYmk2HIkCFl+nHTV9Eea1IR7YJUKkW1atWE6cpsF9577z2hHqpDrU+fPg2geHje+++//9L5MMaqhioxBAsobvh8fHwwYcIEdOzYEdWqVUNaWho2btyIZcuWwc7ODmvXrhXG86u/oKc6re88XS/5aZuXm5uLVatWwd3dHcnJyViwYAGA4ouh0n7QSun777/HkSNHkJycjAsXLqBt27YYOHAgrKys8PDhQygUCsydOxdA8SNzJycnYf7GjRuRkpKCBg0aYMCAAQCKf2W7QYMGwtdcvvjiCyQkJKCoqAjTp0/Xq0z61uvtt9/G0KFDERkZiaSkJCxevBht2rTB/PnzARQP+VD9gSm5XI4BAwZg1qxZaNq0KVJSUoTOxrRp04R4+tRT13ZVlZiYiCNHjkAqlWLdunXCuOcxY8aITsbaSCQS/Pnnn+jVqxfy8vKwaNEi3LlzBwEBAVAoFLh37x5atWqFMWPG6EzH2dkZR44cwYgRI3D69GnMmDED165dQ2hoKFxcXPD06VNs374dv/76K4DizllERITwdTCllStXIi8vr9Sv8IwbNw7Lli0TppcuXYqxY8fC2NgY3t7ecHV1FX4M7uOPP8b06dORnZ2t8+ljQEAApFIpCgoKQEQIDQ1Fx44dUbt27Qp9Kbd+/fqoV6+e8ORt5cqVmDFjBpKTk7V+ealz584wNjaGXC5Hfn4+hg8fjpCQECQnJ4tedFbfT7p37y50Es6dO4dp06ahRo0aCAwM1DiMpTRl3V/K0waVth20peng4IA1a9Zg+PDhKCgowBdffIG4uDi0bdsWcrkcaWlp8Pb2xsiRI8u8/ktrd3Qdr4sWLULnzp3x/Plz/PLLL2jUqBEOHTok3PkODQ3F22+/Xeb1VJYX95s1a4bWrVsjJiYGjRo1QufOnYV5EydOFDoo2o47bflWRHusj4poF4Di4aLKrxsuXLgQNWvWhK2tLbZu3SpKpyz7Y3nUrVsXP/74I6ZMmYKTJ09i/fr1yMzMFDqoP/30E+rVq1eutBljVdAr/syvXs6ePUvTpk2jLl26kLu7O1lYWJCxsTHZ2dmRr68vffHFF6LfAbl06RJVr15d9G1wU1NT+uGHH2j37t1kYWEhmle9enV68OABfffdd6Lf+gAgfNu9devWonBjY2OaM2cOEYl/L8Pa2pqaN29ONjY2ZGpqSu7u7jR+/HhKSUkRyhcVFUUODg6i9KysrOj3338X4qSnp9O0adOocePGZGlpSVKplDw9PSk0NJSOHTtGRERHjx6lAQMGkIeHB0mlUjI1NSVPT0/6+OOPKS0tTbQOr1+/TkFBQWRlZUVSqZR8fHxo1qxZOtd7WeulJJfLadGiRdSmTRuytrYW4o8ePVr0A45ERJMmTaJ27dpRtWrVhG3auXNn2rp1qxBHn3quWLGCzM3NRevU1tZW+OGt48eP0/fff08hISHUtGlTsre3F/ILDAykiIgI0Q9YLVy4kCwtLUXpOTo6in6o8PLlyzRixAhyd3cnMzMzsrKyombNmtGkSZPo5s2bOtetKoVCQQcOHKAxY8aIymZjY0MNGjSgkJAQioyMpIKCghLLDhw4ULSPN2jQgGQyWYl477zzDpmZmYnqAxT/kJ7y+/3R0dHk7+8v1NvV1ZWmTJlCX375pWgZLy8vUdp79+6lVq1akZmZGdnY2FD79u1pw4YNNHv2bDIxMREt6+/vT0REo0aNEoVLJBL6z3/+o3M9Xb58md555x2ytrYmMzMz8vDwoPHjx1P//v1F++l///tfYZl169aRt7c3mZiYkLGxMTVp0oTmz58v+l0hiURC77//viiv+fPnU926dcnExIRq1qxJb7/9NsXFxVGXLl1E5TYyMqIZM2YQEVGdOnVE88zNzWn58uWi8pe2v3Tq1KnEelH+FoKrq6tonpmZGS1durTU7fDee++VaNecnZ1Fv5eQkJBA77//PjVs2JAsLS3JxMSE3NzcKDQ0lBISEsq9/rW1O6Udr0REV69epdDQUHJxcSETExOytbUlPz8/Wrp0KcnlciHel19+WaJ+7du3JyKi0NDQEutz5MiROvczVcofuVP/odCcnByyt7cnb29vjcs1bNiwRL59+vQpdb3s2bOHrK2tRcvWrFmTUlNTadmyZcKPWSr/qf++jVJFtguPHj2iwYMHC7/ZVK1aNQoJCaGIiAjRMvb29sK+QvTq2oXNmzdT+/btycrKimxsbKhTp06i39FijL0ZJEQV8K3HN9y3336LWbNmASi+S1Pap3ZfF29qvRhjjDHGWNVVZd4BeV2U9pnd19WbWi/GGGOMMVa1cAekjKra14MqyptaL8YYY4wxVrVwB0QPqj+ER0RvzMX6m1ovxhhjjDFWdXEHpBTvv/++6Iec0tLSYG1tLXy56HX1ptaLMcYYY4xVbfwSOmOMMcYYY8xg+AkIY4wxxhhjzGC4A8IYY4wxxhgzGO6AMMYYY4wxxgyGOyCMMcYYY4wxg+EOCGOMMcYYY8xguAPCGGOMMcYYMxjugDDGGGOMMcYMhjsgjDHGGGOMMYPhDghjjDHGGGPMYLgDwhhjjDHGGDMY7oAwxhhjjDHGDIY7IIwxxhhjjDGD4Q4IY4wxxhhjzGC4A8IYY4wxxhgzGO6AMMYYY4wxxgyGOyCMMcYYY4wxg+EOCGOMMcYYY8xguAPCGGOMMcYYMxjugDDGGGOMMcYMhjsgjDHGGGOMMYPhDghjjDHGGGPMYLgDwhhjjDHGGDMY7oAwxhhjjDHGDIY7IIwxxhhjjDGD4Q4IY4wxxhhjzGC4A8IYY4wxxhgzGO6AMMYYY4wxxgymynVAQkJyIJFkYNmyggpL09U1E19+mVdqvIULC+Dp+QxSaQa8vZ9h7drCCitDRVu0aBFMTEx0xgkLC0OTJk0MVKLXQ1JSEiQSCQ4dOmTwvC9fvgyJRIKTJ0++1nmounbtGiQSCVxdXaFQKErMX7BgASQSieifjY0NfH19sWLFChCREPfLL7+Eubl5hZXtzz//hEQigUwm0xpn0KBB6Natm17pVea+w948FdGG67OPV4SyHCdVVZMmTRAWFlahaeqzDcvCwcEB3377rdb5rq6u+PLLLyssP1b5Knofep1UqQ5IZiZh585CNGtmjDVryn/x7+iYieTkkhdDuixbVoDPPsvF+PFSHDxogyFDzDBqVA527iwqdzlepc6dO2Px4sWVXYwq78qVK6hbt26VyNvFxQVLlixB/fr1X6s8dFm1ahV8fHzw8OFDHD58WGu8v//+G0eOHMGRI0ewdu1atGrVCmPHjsUvv/xikHJq88EHH2Dy5MmVWgZWcX7//XeMHj26souhl9epDTfUcfI6bb9XYd68eejVq5cw7ejoiOTk5EosESvNy26j16kdqGhVqtsVGVkIS0sJ5s+3RLdu2UhKUqB+/bL1ke7eVSA9nUqPqIII+O67fEycKMXUqcV3YAMDTXD1qgL/+18e+vY1LVN6huDj4wMfH5/KLkaVd/78+SqTd7Vq1TB+/PjXLg9t5HI5IiIi8Omnn2LXrl0IDw9H9+7dNcb19/eHvb29MN2/f39kZGRg/vz5mDJlikHKq4m28rLXU2Ue72X1OrXhhjpOXqft9yqMGjVK+Pvu3btIT0+vxNKw0lTENnqd2oGKVqWegKxeXYDBg83QpYsJ6tQxwtq14mFYMTFySCQZiImRi8Lr13+Gzz7Lw9GjMtSp8wwAUK/eM/Tv/1yIY2wM/Pe/+XByyoS5eQZ69XqOtLTijsqNGwrcuaNAv35monT79DHFuXNyZGVp7tD069cPwcHBmDt3Ltzd3WFhYYHWrVsjJiZGiPPuu+8iJCQEs2fPhrW1NXbt2gUAOHXqFAIDA2FpaQlra2t06dIF0dHRAICDBw9CIpHgzJkzovzOnTsHiUSCAwcOlHhs9+DBA/Tq1QsWFhZwcnLC119/XaK86enpGDlyJNzd3WFpaQk/Pz8cPXpUFOfPP/9EkyZNYGlpCQcHBwQHByMlJUVj/YHii9DZs2ejfv36sLCwgKurKyZOnIicnBwhTq1atbBw4UJ89tlncHV1hZ2dHfr06YOHDx9qTRcAIiMj0apVK9jY2MDBwQF9+/bFzZs3hfm9e/dG7969RctERERAIpHg+fPn+PrrrzFq1CjcuXMHEokECxYsEOLl5ORg+PDhsLGxgZ2dHT755BPI5S/2qwsXLqBnz55wcHCAra0tBg4ciDt37gjzlyxZAkdHR5w9exbt2rWDnZ0dPDw8sHLlSgDQmLem4VFr1qyBj48PLCws0LhxY6xatUrvdatvHitWrEDjxo0hlUpRo0YNDB8+HI8ePRLmh4SEYPDgwVi1ahW8vLyEIVLq+5+6AwcO4OHDhxgyZAhCQ0Oxbds2PH/+XOcyqtq2bYv79+8jL6/04ZHXr1+HRCLBiRMnhLC//voLEokES5YsEcKUQ8KUxxIAJCYmomPHjjA3N4ezszNWr14tzFMfWpKamoqhQ4fC3t4eNWrUwODBg0vs/6XtO6pmzZoFOzu7EnX89ddfYWFhgczMTAClbyNra2vMnTtXlMbYsWPRunVrnevt7NmzQjvj5uaGadOmoaDgRbta2jFWnn0jJiYGEolE1A4CQP369fHZZ58BAIqKivDZZ5/B3d0d5ubmcHNzw5QpU1BY+OLJd2nHoLq33noLq1atwpo1ayCRSBAXFwdAd1urqw7du3eHg4MDrK2t0bZtW2HonT7tsz75lqcN10bXPl5aOzJz5kzY2dmJ1j0A/PTTTzA3N0dWVpboOLl69SokEgmOHDmC/v37w8HBAbVq1cJHH30kOg5OnTqFli1bwtzcHD4+Pti3bx/8/f3x4YcfaqxDRW6/U6dOoUWLFpBKpfDy8sKWLVtKxNHnfFja8aHL0qVLYWFhIVqv48ePh0QiwdWrV4WwP/74A3Z2dpDJZMIQrKNHj6JOnToAgHr16qF///5CfGNjY/z3v/+Fk5MTzM3N0atXL6SlpWktx9y5c2FtbS0KS0lJgUQiEa5H7t27h8GDB6NWrVrCuWjZsmWiZf766y+0adMG1tbWcHJywieffCJq17Rd66hLS0vDyJEj4eLiAgsLCzRs2BALFy4UxSmtHS5tfkpKCkJCQlC9enVIpVI0bdoUERERwnx92qjS9nNt2+jEiRMIDAyEvb09bGxs4O/vj+PHj2vdPurtQHmvl15LVEVcvSon4ClFRRUREdGXX+ZSvXqZpFC8iBMdLSPgKUVHy0TLenpm0qef5lJhIdGGDQUEPKULF2SUlVU838Ulg7y8MiksLIdiYmS0ZUsh2dll0PjxOURE9PffhQQ8pbt35aJ0T58uIuApxcSI81MKDg4me3t7Gj9+POXl5VFGRgb17NmT3N3dSS4vTmvYsGHk7e1NvXv3pmPHjtHjx4/p+vXrZG5uTkOGDKGLFy/SxYsXqW/fvmRjY0P37t0jmUxGjo6ONG3aNFF+U6dOJUdHR5LJZPTbb7+RsbGxMK9r167k5uZGhw8fpoSEBJo4cSI5OTmRj48PERHJ5XLy9fWl+vXrC3HCwsLI3NycLl26REREx48fJ4lEQsuWLaOkpCQ6e/YsBQYGUvv27bVut59//pnMzMzor7/+osTERDpw4AC5uLjQpEmThDguLi7k4uJCK1eupKKiIrp37x7Vrl2bJkyYoDXdc+fOkUQioZkzZ9LVq1fp3Llz1LlzZ2revLkQJygoiIKCgkTLrV27lgBQdnY25eTk0Mcff0xubm6Unp5OeXl5dOPGDQJALVq0oN9++43i4uLop59+IgD0119/ERHR3bt3ydbWlt555x2Kj4+n6OhoCgwMpPr161N+fj4RES1fvpzMzMwoKCiI7t27RwqFgr766isyNTWllJQUjXlfunSJANCJEyeIiGjz5s1kbGxMP/30E8XExND8+fNJIpHQpk2b9Fq3+uQRHh5OEomEvvvuO7p+/TodPXqUvL29ydfXlxT/HlzDhw+n2rVr0wcffEDPnz+n3Nxc6tGjBzVq1Ejr9iEiGjx4MPXs2ZOIiLKyssjS0pJWrVolivPLL78QAMrIyCix/AcffEA1atQQpmfOnElSqVRrfm5ubvT9998L0+PHjyc3NzcaOnSoELZ06VKqVq0ayeVyWr58OZmYmFDnzp1p+/btdP78eRo2bBiZmJhQSkoKERUfw127diUioqKiImrRogW1adOGDh8+TMePH6fWrVtT06ZNSS6X67XvqLt9+zZJJJIS8/39/WnIkCFEpN82srKyop9//lmUxnvvvUe+vr5a19ft27fJxsaGRo8eTVFRUbR161ZycHCgiRMnEpF+x1h59o3o6GgCQNHR0aJwT09P+vTTT4mIaM6cOeTo6Ej79++nmzdv0u7du8nZ2Zm++OILItLvGFSXmZlJvr6+NGTIEEpPTyeZTFZqW6tJXl4e1ahRg3r37k2xsbF05coV+vjjj8nKyopSUlL0ap/1ybesbbgm+uzjpbUj8fHxBID27NkjSrtNmzY0cOBAIhIfJ8rjoHnz5nT69GkiIjp06BABoA0bNojWYWBgIMXGxtLRo0epRYsW5OzsLOx/r2r7ZWZmUvXq1alLly508eJFio6Opq5du1L16tWFvPU5H+pzfKhvQ1VJSUkEgKKiooQwb29vcnNzo6VLlwphQ4cOpX79+hERUY0aNWjOnDlUWFhIGzZsIAB04cIFyvr3YsbFxYW8vLwoLCyMYmJiaMuWLWRnZ0fjx4/XWAai4u1vZWUlCrt37x4BoL///puIive9jh070rlz5ygpKYkWL15MxsbGtH//fiIi2r59OwGgzz//nG7cuEF79uwhV1dXCg0NFdLUdK2jSVBQEHl6etKxY8fo+vXrtGLFCjI2NqZt27YRUentcGnzCwoKyNvbm5o3b07Hjh2jxMRE+uqrrwgA7dixg4j0a6NK2881baPnz5+Tra0tffDBB5SQkEBXrlyhCRMmkKWlJT19+lTj+lDfh8pzvfS6qjIdkGnTcsnLK1OYTkoq7pAcO1YkhJXWASEi2ru3uDNx+/aLzoSLSwa1bftMtExo6HNq2bI4bN264k5LZqZCFOfSpeL8/vmniDQJDg4ma2trysvLE8JOnTpFAOjw4cNEVHwCNzU1pSdPnghxJk+eTA4ODlRYWCiEZWdnk7m5OX377bdERDRhwgRq0KCBKD8PDw8KCwsjIvFOm5KSQgDo999/F+IqFApq2LChcPLat28fAaAjR44IceRyOXl5edHYsWOJiGjx4sVkYWEhKtfDhw/p7NmzGutPRJSamkrx8fGisClTpoguUFxcXKhbt26iOGPGjKE2bdpoTffZs2cUExNDRUUv1v3OnTsJAD169IiISu+AEBFNnz6d6tSpI8xXNirqFw+urq70ySefEBHR559/TnZ2dqKL5rt375KRkRFFREQQUfGJHwCdPHlSFAcA7d69W2Pe6p2DDh06UHBwsKgc06ZNowULFhCRfuu2tDxatGghnNyUDh48KCr78OHDydbWlnJzc4U44eHhBIBycnJIk4yMDDI3N6fIyEghLDQ0lDp37iyKp+yAPH78mIqKiqioqIiePHlCERERJJVKacaMGULc0jogo0ePFm1vb29vmjNnDrm6ugphw4cPp0GDBhHRi22kemGlvChQnohUL6wOHDhAAIQLECKi2NhYGjRoEN27d0+vfUeTbt26icqdmppKRkZGwsldn21Ung7IjBkzhAtipfDwcOF41+cYK8++oc/JffDgwcJ6V7p69Spdv36diPQ7BjVp164djRo1SpjWp61VV1hYSPHx8aILqKzix+DCBXZp7bM++Za1DddEn31cn3akUaNGNG7cOGH6zp07BIA2b95MRJo7IOrrz8PDg6ZOnUpERJs2bSIAdOXKFWH+iRMnCIDWDghRxWy/devWlcg7JSWFJBKJkLc+50N9jg9dHRAiorp16wrH7cOHD8nExIRmz54tunB3dXWlRYsWEdGLDggR0d69ewkA3b59W4jr4uJCbdu2FeURGhpKLVu21FoGfTogjo6OQr5KZ86coYcPHxIRkZ+fH3Xq1Ek0PyIigiQSidAR1HSto8mNGzfo1q1borBWrVoJF9iltcOlzVd2lmJjY0V5dOzYUbgOKUsHRNd+rr6NEhISROdfouIO1dGjR7W2l5o6IGW9XnpdVYkhWHI5EBFRgNBQKWQyQCYD6tQxQseOJggPr5ivYXXoIH7dxdHRCNnZZXtXRJNGjRqJvtyjHMuXlJQkhHl5eaF69erC9Pnz5+Hr6wtT0xfvllhbW8PLy0t47BwSEoIbN27gypUrAIDY2FjcunULw4YNK1EG5ePctm3bCmESiUQ0ffbsWUilUnTq1EkIMzIyQkBAgJBnly5dIJFIEBgYiOXLlyM5ORm1atUSpaPOwcEBe/fuhZ+fH9zc3ODk5ISlS5fi6dOnonjNmjUTTVerVg0ZGRla07W1tcXt27fRq1cveHh4wMnJSRgfq552eXTo0EE07ejoiOzsbADF66pt27aidxbc3Nzg4eEhrCsl1XpVq1YNAHTWS9X58+fRpk0bUdiPP/6ISZMmAdB/3WpTVFSE+Ph4+Pn5icKVw3ZU66IcnqFvXSIjI2FmZoagoCDIZDLIZDKMGDECR48exd27d0vEd3BwgKmpKUxNTVGjRg2MHj0aH374IWbPnq1XXQCga9euOH36NIgIaWlpSEpKwvjx4/H48WPhJcATJ06UGK+uuq0dHR0BQNjWqmJiYmBubi766lCLFi2wadMmuLq6akxPmaam9JTGjh2L/fv3C8MktmzZAmdnZ3Tr1q1M26isYmJi0KpVKxgbGwthI0aMwPLlywHof4yVdd/QR58+fXD48GEMGTIEmzdvRkZGBry9vdGwYUMAZTsGddGnrVVnamqKwsJChIWFoVGjRqhduzYaNGgA4MV6Ka19Lmu++rThuujax/VpR0JCQrBjxw7hS3ZbtmyBra0tgoKCtOapq02/du0a7O3t0bhxY2G+v78/HBwc9KqPUnm2X0JCAqysrER5u7i4wMXFRZjW53xYEeegrl274tSpUwCAY8eOoWXLlujWrZswlPTWrVtISUkp0zs2ZW1/9NGnTx98//33+PTTT3H48GEUFhaiXbt2qFWrFhQKBWJiYtCjRw/RMm+99RaICBcvXhTC1K91NLG2tsavv/6K5s2bw9nZGU5OTrh06ZKwTktrh0ubf/78eVhYWKB58+aifFu3bl2u9rQs1y4NGzaEl5cXhg8fjh9++AEXLlyAsbExOnXqBEtLy1eS5+usSnRADhwowoMHhFmz8mBqmiH8O3VKhk2bCqHHEPFSWVlJRNMSSfHL5wBgb18879kzcYckM5NE8zVRH1tpZWX177KZQpidnZ0oTlZWFmxtbUukZWNjIzQkAQEBqF27NrZu3QoA2Lx5M+rWrYv27duXWE65jOpFgnrZsrKyUFBQAAsLC5ibmwv/Vq1ahdTUVADFjUdUVBQ8PT3x+eefo169evDz88O5c+e01v+jjz7CnDlzEBYWhuPHjyMuLg7jxo0rEU+9bABEn2BVt2HDBrz77rto164d9u7di7i4OCxdulRr/LJSbicliUQilCcrKwuHDx8WrSdzc3PcvHlTWFdKZa2XUm5uLgoKCkqUQ5W+61abnJwcKBSKEvuajY0NAPFFuKZ6ANrrsnr1amE/VnYsevbsCSLC2rVrS8Q/cuQIoqOjER0djbi4ODx58gTz58+HVCrVuz7dunVDRkYGEhIScOzYMTRv3hwODg5o06YNTpw4geTkZNy9e7fEyVx1HUskEq31ysjI0PlVOvAAACAASURBVLk9NKWnTFPXNh8wYADs7e0RGRkJoPhYHjlyJIyMjMq0jcqqtProe4yVdd/QR2hoKHbs2IGMjAyMGDECjo6OGDRokNBJK8sxqIs+ba26GzduoEuXLsjPz0dERAQuXLhQ4uXo0trnsuarTxuui659XJ92JCQkBGlpacLF8ubNmzFw4ECdn8XW1fY9efJE2IdV1ahRQ6/6KJVn+2VnZ2ssW1nPhxVxDurWrZuoAxIYGIg2bdogNTUV9+7dw/Hjx+Hu7i50vPVR1vZHH0uWLMF3332H48ePo3v37qhZsyY+//xzyGQy5ObmQiaT4auvvhKtK09PTwAQHY/q1zrqioqK0LNnTxw8eBDz5s3DuXPnEBcXh5YtWwpxSmu3SpuflZUFa2tr4ThQ0rXP6FKWc7yxsTFOnDiBwYMHY/ny5fD19UXdunU1nhMrKs/XWZX4Ctbq1YXo2NEECxaIe4gFBYTOnbOxfXshhg41g0RLPyAv7+U2jJdX8R3CGzcUcHd/0Se7fl0OY+MX8zVR36GzsrIAvLhLqImdnZ0QT31ZZ2dnAMV3Y959911s27YNs2bNwpYtWzB06FCN6SkPxmfPnonC1TtB5ubmiI2NLbG86h3SZs2aISIiAnK5HCdPnsTMmTMRFBSElJSUEheLcrkcK1euxJdffonQ0FAhXL0c5bF8+XJ06dIFc+bMEcLUX+TV1PDq80Jzaezs7ODv76/xZKPppFoelpaWsLS01LgfABWzbq2srGBsbFwiD+V0aScLba5du4Zz585hzZo1oruMQPGLl+Hh4Zg5c6YovEWLFqK72eXh5OSExo0b49SpU7h48SICAgIAFN9ZPXnyJIgInp6eqFevXrnSr1mzJrKzs0FEJU5eL8PMzAyhoaHYuHEjhg4dihMnTggveOq7jTSVp7R9vWbNmlr3L0C/Y6w8tK079bT79u2Lvn37IicnB7t378bkyZMxduxY7Ny5s8KOQX3aWnUbNmyATCZDZGSkcAGu/lSvtPa5rPnq04aXh77tiLe3N5o1a4Zt27bB09MTUVFR+Oqrr8qdr7m5OXJzc0uEl/XpdXm2n5WVlcZlyno+rIjjo0uXLnj8+DESExNx9OhRfPfddzA3N4evry9OnjwpXPC/Svq0Haamppg0aRImTZqER48eCW24o6MjJk+eLMx/7733SqRVq1Ytvcty9uxZxMfH4/jx40L7DRR/EEDZbpfWDpc2387OTuP8rKwsne0pUDHtX82aNfHzzz/j559/RkJCAubNm4eRI0eicePG8PX1fen03ySV/gRE+dsfoaFmaN3aWPSvY0cTdOtmivDw4q9I2NpKhGWU0tIIqaklOyBl6Sx6ehqhQQMjbNsm/grI9u1F6NTJBLqenF2+fFnUqCq/quDt7a11GeWXslS/jpGZmYlr166JhuSEhIQgNjYWhw8fxvXr1zUOvwKKn1wA4uEaRUVFoi96tG3bFvn5+ZDL5fD29hb+Kb+KAhQ3DlFRUQAgPDacM2cOHj9+rPELDHK5HDKZTHRXKzs7Gzt37nzp3np+fn6Ju2Xr1q0D8OJOgK2tbYkTtOrjYKWylqVt27a4ceMGPD09RevKyMgItWvXLlNauvJu2bIljh07JgqbPHkyJk2aVKZ1qy0PU1NTNG/eXLgDp6TcxurDv/S1atUq1K5dG6GhoWjdurXo37hx45CYmIizZ8+WK+3SKO8oKu8mAhC+MqJp+FVZtGzZEoWFhaKvGyUkJKB169bCUJvyGjt2LKKiovDLL7/Az89PGNKj7zbStK/Hx8eXWp+zZ88iPz9fCFu7di0CAwOhUCj0OsbKQ3nHWrW8aWlpojulO3bsEIbNWVlZYfDgwRg3bhwuXboE4OWOQdWy69vWqsrPz4eVlZXo7r/yCzqqaetqn8uarz5teHmUpR0JCQnB7t27sXPnTjg6OqJr167lzrdBgwZ48uSJ6ItRp06d0uuTpS+7/by8vFBYWIiEhAQh7NKlS6JzmD7nw4o4PhwdHdG0aVNs374d165dg7+/P4CytVkvey61tbVFbm4uiope/KaZ6nny2bNnWLdunTC/Vq1amDp1Ktq3b49Lly7ByMgIvr6+SE5OFq0rDw8PmJmZ6bzZqk7ZFqmu16ioKNy+fVuoZ2ntcGnzW7dujfz8fFy4cEGUd1RUlKg9BXS3UWWhLPvt27exY8cOIbxx48b4448/YGxsjMuXL5cr7TdZpXdAIiMLUVQEDBxopnH+4MFmOHiw6P/Yu++wqI71D+DfpWwDFhFQFEFsFImiroqIHTVBTTCxEMXEboy9JxGj5mpMbowm1240FuQGSYixXMsPYxRBvQoqYgUUVDR2dlnq1vf3x2YPHJayoEGTO5/n4XnYU2bmtNmZc+a8iwcPCJ6eVnBxESAqSg2dztgRmT69CPXrl/ZmnZyMm3TwoBbXrlUcGrMiixZJsHmzGl9+WYKEBB3mzy/GoUNafPppxcMPSvNzwvjx43Ht2jWcP38eCxYsQKtWrbiKpiJTpkxBUVERxo8fj4yMDFy+fBkjR46ETCbjxQEPCgqCp6cn5s6dizZt2lT6i7hNmzZFUFAQvvjiC8THxyM1NRWTJk2CUFi6T/v27Yv27dtj1KhRSEhIwO3btxETE4P27dtj/fr1AIAjR44gLCwMP//8M7KyspCamoo1a9bAy8sLnp6eZvkKhUK0a9cOO3fuRFZWFtLS0jBo0CAMGDAAubm5SE9Pr/Uv9AYGBuLo0aM4e/Ys7ty5gw8//JC745WSkoLi4mLI5XIkJycjLS0NRIQjR47gyJEjvHScnJzw8OFDJCYmVhnCs6zJkyejoKAAY8aMQWpqKjIzM7F8+XL4+/tXORytvOrynj17NuLj47FkyRKkpKRg7dq1WLduHbp06WLxvq0uj3nz5uHgwYNYvXo17ty5g+PHj2PmzJno2bNntSFcK2L67Y8hQ4bAysq8+ujcuTO8vLywc+fOGqdtiZCQEPz222+4fv06d4117doVmZmZiI+Pf64OSEhICNq0aYMJEyYgPj4eSUlJmDRpEoqLi7kGYm35+/sjMDAQX3/9tdkPrVlyjORyOfbu3Ytnz55Bo9Hgiy++wLNnz6rM84MPPoBWq0VERAROnz6Nffv2YcGCBfDz84OVlZVF11hteHp6wsXFBVFRUdDpdFAqlZg+fTpvbPi3336L8PBwnDx5EtnZ2Thx4gR+/PFHbkx+ba9BJycnXLx4kRvmZ2ldW1ZgYCCePHnCDcfZsGEDzp07hwYNGuDSpUvc3fWq6uea5mtJHV4bNamjw8PDkZGRgU2bNmH48OG8J+M1NXDgQEgkEsycORM3btzAqVOnMHfu3Go7jy/i+A0aNAgODg6YNm0akpOTkZSUhClTpvDu1Fvyffiiro+QkBCsW7cOfn5+XMO7W7duOHToELKysirt6Jka9gcPHuR1pmpKLpeDiLgQ8enp6dw2AsaneVOnTsWkSZOQmpqK7OxsxMTE4Pz589z1OH/+fOzZswdffvklMjIykJqaivfeew/BwcE1GtYUEBAAsViMNWvW4MGDB4iPj8e0adPQv39/pKen4/Hjx9XWw9XNDw0NRevWrTFx4kQkJycjKysLCxcuREpKCvebU5bUUZYof4zu3r2LIUOGYNWqVUhPT0dGRgaWL18OKyurCofP/8/7M99wt0RgYB717q2qdL5CYSBb21xaudIYaerQIQ15eyvJzi6XfH2VtGePhoKCVDR7tjHCgE5HFBqaT0JhLpeuu7uCIiOLeOnOnVtELVooedPWry+hZs2UZGubS61bKykuTkNVGTJkCPXt25e+++478vLyIqFQSJ07d6Zbt25xy0RERFBwcLDZuklJSRQcHExisZjs7e3pjTfeoCtXrpgtN3fuXALACz9KZB45ITs7m0JCQkgkElGDBg1o8eLFFBkZyYt08ujRI3rvvffI2dmZxGIx+fn50erVq7n5Wq2WFi5cyG2Lq6srhYWF0bVr1yrdB6mpqSSXy0ksFpOvry/FxcVRTk4ONW/enBwcHCg7O5vc3d0pMjLSbLtatGhRabrPnj2jsLAwsre3p0aNGtHSpUtJr9dTv379SCQS0Q8//ECFhYUUERFB9erVI2dnZxo5ciT9+OOPBIDy8owRzu7cuUO+vr4kFApp8eLFXGSLo0eP8vKTy+U0fvx47nNKSgqFhISQVColmUxGXbt25UWaMUWfKRshJd8Y1YB27dpVYd7lI1QREW3cuJFatmxJIpGIvL29acOGDTXat5bksXXrVvL19SVbW1tydXWlCRMm8KILVXSOHjhwgACYhbo0Rf1ISEio9NjNmzeP6tevT2q1usowvOVVFwWLyBiZxsbGxiwMbJs2bcjKyooX6tCSY1Q2ug+R8ZiFhYWRg4MDOTk50eDBg+n27dtERBafO5X56quvyM7Ojjs3y6ruGGVmZlK3bt3Izs6OmjRpQkuXLqWPP/64yug3REQJCQnUuXNnEovFXOhVUzQWS66xmpwbZR06dIi8vb3Jzs6OfH19ac+ePRQUFMRFC3v06BGNHDmSXF1dSSgUkqenJ02ZMoWUytI6ubprsLJ8nZ2dyc7Ojo4cOUJElte1Zc2fP59cXFzI0dGRRowYQUqlkpYsWUJisZimTJnCLVdZ/WxJvrWpw8uz5By3pB4xkcvlZqFjiSqOglXddXDgwAFq1aoViUQi6tixI506dYp8fX25KEMVeVHH79dffyV/f3+ytbWlVq1aUVxcHAUHB/NCmVb3fWjJ9VFdFCwiooMHDxIAXt5Pnz4lgUBgdv2WjYKl0+koNDSUhEIhF12wNt+lREQrVqygRo0akUwmo+DgYLp48SIvUtrZs2epT58+5OjoyO2Lr7/+mpfGDz/8QG3btuW1Da5fv87Nr6ytU15MTAx5eXmRRCKh7t27U1paGh0+fJhkMhkX8a2qetiS+Tk5OTR06FBydHQkoVBIHTp0oL179/LKUV0dZcl5XtExioqKooCAAK7eCgoKov/85z+V7o+KomDV5hj/FQmI/oZvttSRoUOHQqlUcj9QxTAMUxEiQlBQEORyOe/uI8P8XeXm5kIqlXJD2dRqNerXr4+vvvoKU6dOfcmlYxjmZXvpL6ELBK9+aLF27axx8aJ5JA6GYZiqFBcX49atW1izZg2uX79e4S8yM8zfjUqlQvPmzdG3b18sXrwYVlZWWLlyJaytrTFkyJCXXTyGYV4BL70DQmT5C0wMwzB/JVevXkVgYCD8/Pxw4MAB3m8RMMzflUwmQ3x8PD766CN069YN1tbWCAgIQHx8PNzc3F528RiGeQWwIVgMwzAMwzAMw9SZlx4Fi2EYhmEYhmGY/x2sA8IwDMMwDMMwTJ1hHRCGYRiGYRiGYeoM64AwDMMwDMMwDFNnWAeEYRiGYRiGYZg6wzogDMMwDMMwDMPUGdYB+R9x5coVCAQCJCUlveyiVKh8+datWwcbmz/3Z2qGDh2Kvn37/ql5MAzDMAzDMHwv/YcIGaYivXv3xoYNG15omsOGDcPAgQMxZswYAMAHH3wAtVr9QvNgGIZhGIZhqsY6IMwryd/fH/7+/i80zfPnz2PgwIHc5379+r3Q9BmGYRiGYZjqvfQhWN27d0f//v3Npr/99tsICgoCAKjVasyfPx8eHh4QCoVo2rQpIiMjodPpuOXt7e3x9ddf89KYMGECOnbsCAC4evUqBAIBDhw4AH9/f3Tu3LnSMp06dQo9evSAVCqFvb09+vTpg+TkZADA5s2bIZFIoNFouOUnT54MgUCA69evc9M2bdoER0dH6HQ6NGzYEGvWrMG8efPQpEkTODo64s0338TDhw8rzH/EiBEICQnhTfP19UXDhg150959912uQa3T6bB06VL4+vpCIpHA29sbGzduNEv70aNHePPNN2FnZwcXFxcsWLAABoOh0n2h1+uxePFitGzZEhKJBE2aNMHUqVNRWFjILePo6Ih//vOfGDt2LBo0aACpVIrBgwfj6dOnNVqmrPJDsDQaDRYuXIgmTZrA3t4e3bp1w+nTp7n5jx8/xvvvvw93d3du+9esWcPNFwgEyM7OxtixY1GvXj0A5kOw7t27h/DwcNSvXx8ikQht2rRBdHQ0N//69esQCAQ4fvw4Bg8eDBcXFzRs2BDTp0+HXq+vdB8yDMMwDMMwZdBLtmPHDrKysqL79+9z0woKCkgikdCmTZuIiGjcuHFUv3592r17N928eZOio6PJwcGBZs+eza1jZ2dHK1eu5KU9fvx4ksvlRESUkZFBAKhDhw60bds2SktLq7A86enpJBaL6d1336VLly7RpUuX6K233iIHBwfKycmhmzdvEgA6c+YMt46vry95eHjQ5s2buWkjRoygsLAwIiJyd3cnd3d32rZtG2m1WsrJyaFGjRrRhx9+WGEZtm7dSnZ2dqTVaomI6OHDhySRSMjV1ZXS09O55Ro3bkzffPMNERHNmjWLpFIp7dy5kzIzM2njxo0kFApp69atRER0+fJlAkDe3t60du1aunDhAn3++ecEgNavX1/p8Vm5ciUJhULavXs3ZWRkUHx8PLm7u9PMmTO5ZZydnal+/fq0Y8cO0uv1dOPGDfLw8KCIiAiLlzGVLzExkYiI1q5dS9bW1tz606ZNI1dXV4qNjaWUlBQaPXo02dvbU1ZWFhERDRw4kFq0aEEJCQmUnp5O33//PVlbW9Mvv/xCRET37t0jALR27Vp69uwZERENGTKEQkJCiIhIrVaTr68vBQQEUEJCAmVkZNCSJUsIAO3bt4+IiDIzMwkABQQE0OnTp4mI6NdffyUAFBsbW+k+ZBiGYRiGYUq99A5IUVEROTo68joPu3fvJrFYTEqlkp4+fUo2NjZcQ9skMjKS7OzsSK1WE1H1HRBT43Hu3LlVlmfWrFnk4uJCGo2Gm5afn09isZiWL19OREReXl5cXg8fPiQbGxtavHgxjRo1ilunSZMmtG7dOiIydkD69u3Ly2fcuHHUqVOnCstw+/ZtAkDJycnc/ggKCqLQ0FCuQ2HanitXrlBeXh4JhUJasmQJL50JEyZQy5Ytiai0gT9//nzeMkFBQdS1a9dK98eDBw/MOmtz5swhPz8/7rOzszPXkDf5/PPPSSwWU0FBgUXLVNUBUalUJBaLae3atdy6arWahgwZQvHx8dz+MHVGTDp06MB18oqLiwkAbd++nZtftgOyd+9eAkAXL17kpREcHMwdO9M+N50HJs2bNzfbrwzDMAzDMEzFXvoQLIlEghEjRmDXrl3ctLi4OLz99ttwdHTEpUuXoNPp0KVLF956HTt2RGFhITIzM2uUn2lYV2XOnz8PuVwOW1tbbpq9vT18fHyQmpoKAAgJCcGpU6cAAAkJCWjfvj369u2LxMREAEBWVhbu3bvHe8egbdu2vHycnJygUCgqLEPTpk3RokULXh7dunVDUFAQl8fJkyfRqFEj+Pv7IzU1FRqNxmwoW69evXDz5k0UFBRw07p37262P27cuFHp/nBxccHhw4fRpUsXeHh4wM3NDZs3b0Zubi5vuQ4dOvA++/v7o6SkBPfv36/RMhW5cuUKSkpK0KlTJ26aUChEXFwct4/t7e3xr3/9CwEBAWjcuDHc3Nxw+fJls3JW5vz585BIJAgICOBN79ixI3fcTWpyLBmGYRiGYRi+l94BAYzvaqSlpeHSpUsoLi7G4cOHMXbsWACASqUCAMhkMt46Dg4OAID8/Pwa5eXo6FjlfJVKZZaXKT9TXn379uV1Dnr06IFOnTrhwYMHyMnJwcmTJ+Hp6Qlvb29ufYlEYpYmEVVajr59+3IhaU15BAcH8zogpsa3aR/17t0bYrGY+zPtw7LvmpTffjs7O977HOVNnz4dy5Ytw7Rp03Dy5EmkpqZi4sSJZsvZ29ubpQsASqWyRstUxNS4Ny1fnlarxeuvv46jR49i1apVOHfuHFJTU9G+ffsq0y1LpVLB3t4eAoGAN73scTep6bFkGIZhGIZhSr0SUbDkcjnat2+PH3/8ER06dED9+vW5l7BNDWZTI9vE9Nk0v3zDEQCKi4trXBZHR0ezvEz5NW7cGADQp08fPH36FBkZGThx4gRWrFgBsVgMuVyOpKQkXuegtkJCQjBz5kw8efIEN27cQHBwMEQiEXJycvD777/j5MmT+Mc//sGVGQCio6PRpk0bs7Q8PDy4J0XlOxsFBQVmHQMTvV6Pbdu2YdGiRRg1ahQ3PS8vz2zZ8o100z50cnKyaJmqwuG6urryli/v7NmzSEtLw8mTJ3lPeJ48eYJmzZpVmm5Zjo6OyM/PBxHxziWVSlVtp5VhGIZhGIax3CvxBAQAxo8fjx9//BGxsbF4//33YWVlLFpAQABsbGy4Jw4mZ86cgaOjI1q1agXA+ISk/J30tLS0GpejY8eOSElJ4UW5UiqVuHHjBjcEqEGDBmjTpg327t2LGzduoFu3bgCAbt264eTJk0hMTHzuDkifPn3w8OFD7NixA6+99hqcnJwglUrRrl07xMTEIDs7m4vgFBAQAJFIhMePH8PX15f7c3Z2hqurK0QiEZdu+R8iTE5OrjTcrV6vh06ng7OzMzctPz8f+/fvN7vjn5CQwPuckpICOzs7eHh41GiZivj4+EAqlfLWNxgM6NmzJ6KiolBSUgIAvHKeOXMG2dnZZuWs7ElFx44dUVJSggsXLvCmnzlzhjf0i2EYhmEYhnk+r0wHJCIiAvfv38fevXu5H4oDgPr162PcuHH44osvsG/fPty9exdRUVFYv349Zs2axYVqlcvl2Lt3L549ewaNRoMvvvgCz549q3E5pkyZgqKiIowfPx4ZGRm4fPkyRo4cCZlMhtGjR3PLhYSEYN26dfDz8+Mavt26dcOhQ4eQlZVlFka3ppydndGuXTusXbuWd1e/W7duWLt2Ldq0aQM3NzcAxs7XpEmTsGTJEsTGxiI7OxsnTpxAv379eGUGgD179iA2NhZ37tzBxo0bcerUKbz33nsVlkEoFKJdu3bYuXMnsrKykJaWhkGDBmHAgAHIzc1Feno6Fwr5999/x9KlS5GVlYWDBw9iw4YNePfddyEWi7n0LFmmIjKZDOPGjcOKFSuwa9cunD9/HpMnT0ZKSgqCg4MREBAAsViMNWvW4MGDB4iPj8e0adPQv39/pKen4/HjxxCLxZBIJEhISEBqaiq0Wi0vj9DQULRu3RoTJ05EcnIysrKysHDhQqSkpGDOnDmWHzgYhxTOmDGjRuswDMMwDMP8z3iZb8CXN2DAAOrevbvZdLVaTXPnzqXGjRuTjY0NNWvWjFasWEEGg4FbJjMzk7p160Z2dnbUpEkTWrp0KX388cfUvn17bj4AOnr0aLXlSEpKouDgYBKLxWRvb09vvPEGXblyhbfMwYMHCQAvlO7Tp09JIBBweZq4u7tTZGQkb9rcuXOpRYsWVZZj/vz5ZiFef/75ZwLAC0FMRKTVaunTTz8lT09PsrW1JQ8PD5o6dSrl5eUREdGFCxcIAB05coRCQ0NJIpGQi4sLLVy4kLcfy0tNTSW5XE5isZh8fX0pLi6OcnJyqHnz5uTg4EDZ2dnk7OxMS5YsoRkzZpCzszNJpVIKDw+noqIiLp3qlqkuDG9xcTHNmDGDGjZsSFKplLp06UInTpzg5sfExJCXlxdJJBLq3r07paWl0eHDh0kmk5G/vz8REX322WcklUrJ2dmZFAoFLwoWEVFOTg4NHTqUHB0dSSgUUocOHWjv3r3c/MrOIblcTuPHj+c+BwYGmkX8YhiGYRiGYYwERK/G27NPnjxB8+bNsW3bNgwbNuxlF4epARcXF8yaNQuLFi16rmUYhmEYhmGYv7+XPgQrNzcXZ8+eRVhYGFq3bo0hQ4a87CIxDMMwDMMwDPMneekdkO3bt6NHjx6ws7NDXFwc9/I5wzAMwzAMwzB/P6/MECyGYRiGYRiGYf7+2OMGhmEYhmEYhmHqDOuAMAzDMAzDMAxTZ1gHhGEYhmEYhmGYOsM6IAzDMAzDMAzD1BnWAWEYhmEYhmEYps6wDgjDMAzDMAzDMHWGdUAYhmEYhmEYhqkzrAPCMAzDMAzDMEydYR0QhmEYhmEYhmHqDOuAMAzDMAzDMAxTZ1gHhGEYhmEYhmGYOsM6IAzDMAzDMAzD1BnWAWEYhmEYhmEYps6wDgjDMAzDMAzDMHWGdUAYhmEYhmEYhqkzrAPCMAzDMAzDMEydYR0QhmEYhmEYhmHqDOuAMAzDMAzDMAxTZ1gHhGEYhmEYhmGYOsM6IAzDMAzDMAzD1BnWAWEYhmEYhmEYps6wDgjDMAzDMAzDMHXmpXdAOnfujF69eplNP3r0KAQCATZt2mQ2b/To0XBzc6uL4r1w06ZNw2uvvWbx8jdv3oRAIMCvv/76J5bKckOHDkXfvn1fdjFeKr1ej+HDh8Pe3h7vvPPOC0t32bIS2Noq8PgxVTjfYACaNFFi2LCCF5ZnZa5c0UMgUCApSfen52Wpu3cN+PDDInh55UEkUqBRIyVCQwvwf/+nrXSd8PBCCAQKfPedusq0a7rvFy0qhlisqHDZjRvVEAgUGDmysML5gwcXoF07VZXlqQtXrlyBQCBAUlJSnefdpEkTLFq06IWn++23xn1f9s/BQQG5XIXvv1eDKj68Fhk1qhDduuW/uMLWUEEBsHRpMfz88mBvr4BIpICfXx6WLy+BRvNi83JxUWL58hKLl1+3Tg0bm4qvh7Ju3DBAIFCgSRMlDIbnKWGprVuNx1xXw6rKxcUFy5cvBwCsW7cONjY2Fc5j/p6ePn0KgUCAuLi450onLi4OAoEAT58+rXD+y6xnX3UvvQPSr18/nDlzBkVFRbzpv/32GwQCAX777TezdY4fP45+/frVVRHr1NWrV+Hl5fWyi1Gnhg0bhh07drzsYljs5MmT+Omnn7Bq1SqsWrXqhaU7erQQej2we3fFrYkTJ3S4f58wZozoheVZGXd3K2zc30K//QAAIABJREFUKEXLltYvNN3169UYM6bihnlVkpP1CAhQ4eBBLaZOFeHnn+2xbJkERUWEN94owKpV5o0lpZKwf78GbdtaY+fOqltoL3Lf79ihRtu21ti7VwOV6jlavH8yd3d3bNy4ES1btvzT82rQoAFu3779p+djcuCAPY4fd8Dx4w7YtcseHTrYYMKEInzzjeWN6mHDCrBjxwtu2T+Hd97Jx/ffqzFnjhjHjsnw228OiIgQ4R//KMakSTW/pqqyapUUAwbYvtA0AWD7djX8/a3x8CHh2LHa3dy4elUPL6+8F1qu3r17Y8OGDS80TYZhqvZKdEA0Go1Z7/C3335D//79ceLECVCZ21aZmZnIycn523ZAzp8//7KLUOf+atucm5sLABgyZAiaNWv2wtL19LRC7942iI6u+G59dLQabm4CvPHGi28YlOfkJMDkySK4uQleaLrnz9e80aHTASNGFKBxYwEuXZJh/nwxBg2yxYQJIiQkOGDCBBE++aQYt2/zb6nGxGgglQqwerUUp0/rcPNm5bdcX9S+v3HDgHPn9Fi3TgorK+Cnn16dBmx5Tk5OmDx58p/+NPnu3bt48uTJn5pHed262aBXL+Pf4MG22LJFiiFDbLF6teUdkPPn9X9iCWvm6lU9jh7VYc0aO0ycKEJgoDWCg22waJEYn38uwfXrehS+wD7I6NFCdOjwYm8+6PXG62jcOCF69LBBVFTVTyUr82ccF39/f0yaNOmFp8swTOVeegeka9eusLOzw7Fjx7hpKpUK58+fx5QpU/DkyRNcvnyZm3f8+HEA4IYBPXnyBO+//z48PT0hlUrRpUsXnDhxoso8Bw0ahEGDBvGmRUdHQyAQoKDAOMQiMTERPXr0QL169eDg4IBu3brh5MmT3PI6nQ5Lly6Fr68vJBIJvL29sXHjRl6av//+OwYMGACJRAI3NzcsXbq0ynItXboUo0ePxp07dyAQCPDtt99y8woLCxEREQEHBwc4Ojpi9uzZ0OtLK+Lq9sPGjRvRoEEDnDhxAgEBAbCzs0NAQAAuXbqEnTt3wtvbGzKZDAMGDKhRYyElJQX9+vWDi4sL7O3t0blzZ7PhYlu3bsVrr70GqVQKFxcXDBkyBPfu3QMACAQCZGdnY+zYsahXr55Z+vn5+bC3t8eKFSt40/V6PRo0aIBPPvnEou0HgJiYGHTo0AEODg5wcXHBW2+9hVu3bnHz169fj4YNG2L//v1o2LAh5s+fb1aeRYsWYejQoQAAV1dXvPHGGwCAe/fuITw8HPXr14dIJEKbNm0QHR1do7QBYPRoEZKT9UhP5zeWS0qAn3/WYNQoEaytgZQUPfr1y4eLixL29gp07qzCr7/yG/cPHhBGjChEvXpKODsrMXx4Ae7dM1g0v/wQrPDwQgwfXoDt2zXw8cnjhrX897+leer1wOLFxWjZMg8SiXGYxdSpRVzDqFevfGzfrsHOnRoIBAqkphrP3wsX9Hj9deO2yGQKvPNOAe7cKS3nwYNa3LplwNdfS+HkZN4h+vprCS5ckMHLi1+d7dihxvDhQvTpY4OmTa2wa1fVDR5L931Vtm9Xw9fXCt272+Cdd4SIivpzOiApKSkQCARISUnhTW/ZsiXmzZvHfa7q2is/NCA8PBzDhw/H9u3b4ePjAwcHB8jlcvz3v//l0tPpdJg+fTqcnZ0hk8kwbtw47Nu3DwKBAI8fPzYr54kTJ9C0aVMAQLNmzTB48GBunrW1Nf7xj3/Azc0NYrEYAwYM4KVRm7q9Kp072+D+fcLjx4C9vQIrVvA7I3o90KCBEp98UgyBQIHsbAPGjjVeHyY2NsAvv2jh42McBtimjQopKfwG8fffq9G6tXG+s7MSERGFePSo9CZaw4ZKrFmjxrx5xWjSRAlHRwXefLMADx9W/rTMNMRKozFfZv58Mc6elcHOzvhZrQbmzy+Gh4cSQqECTZvmITKymDdESaMBFi405m9vr0C3bvk4fbp0gfJDsGJiNOjQQQUHBwVcXJR4660C3LpVszFU8fFaPHxIePddEUaNEuGXXzQoKDeadNCgAgwaxJ8YHW2sL0xD0EaPLsSdO8ahXN9+W3pNZ2ToERycD7FYgcaNlTV6elV+CBZgPNdnz54NFxcX2NnZ4e2338azZ8+4+a6urvj2228xYMAAiMVi5OXlQa/XY/HixWjZsiUkEgmaNGmCqVOnorBM73DYsGEIDw/H4sWLYW9vj88//xwCgQCnT5/m5X/p0iUIBAL83//9X4Vlrih/ANi9ezc6deoEe3t7uLm5Yfbs2SguLuatu3PnTvj7+0MikaB169bYvn07b/7333+P1q1bQyQSwdnZGREREXj06BE3v2HDhvj2228xadIkuLi4wMnJCfPmzcPjx48RFhaG+vXrw9PTkzeyobZtkOrqgevXr0MgEOD48eMYPHgwXFxc0LBhQ0yfPp3XRtq8eTM8PT0hkUgQHByMq1evmu3TCxcu4PXXX4eLiwtkMhneeecd3Llzh3dOTJs2DU5OTpDJZBg5ciS336vz6NEjvPnmm7Czs4OLiwsWLFgAg8GAY8eO1er4/y3QKyA0NJTkcjn3ef/+/SSVSkmj0ZCPjw9988033Lzw8HDy9/cnIiK9Xk9yuZxatmxJx44do2vXrtG0adNILBbT5cuXK81v4MCBNHDgQN60Xbt2EQDKz8+ngoICkslk9MEHH9C1a9fo6tWr9OGHH5JUKqXc3FwiIpo1axZJpVLauXMnZWZm0saNG0koFNLWrVu5NENCQsjDw4Mr29SpU8nNzY0rf3mFhYU0Y8YM8vDwoCdPnlBxcTFlZmYSAGrXrh2tXbuWUlNT6auvviIAtHv3bov3w5YtW0goFNK7775LCoWCFAoF+fj4UPPmzWnMmDFUVFRE9+7dI1dXV/roo48q3XdDhgyhkJAQIiIqLi4mZ2dnGjRoEF28eJGuXr1KM2bMIDs7O7p37x4REZ08eZIEAgF99913dPPmTTp79iz16NGDgoKCiIjo3r17BIDWrl1Lz549qzDPMWPGkK+vL2/ar7/+SgDoxo0bFm3/uXPnSCAQUGRkJF2/fp3OnTtHvXv3poCAAC7N7777jqRSKYWEhNChQ4coKyurwmO0bds2AkDp6emUl5dHarWafH19KSAggBISEigjI4OWLFlCAGjfvn0Wp21Mn8jBIZcWLSriTY+NVROQS1eu6Ki4mMjZWUGDBuXTxYs6unpVRzNmFJKdXS7du2cgIiKtlqhduzzq1CmPjh3T0smTWurYMY/atMkjvb76+Zcv6wjIpcRELRERRUQUUKNGCvrgg0IqKCAqKiLq319Ffn5KrowrVxaTUJhLu3erKSNDT/HxWnJ3V9DMmYVERKRUGkguz6N33y2gJ08MpNMR3b2rJ5ksl0JD8yktTUfJyTrq0UNFLVsqqaTEmO6cOUVkZZVLanWFu6xC16/rCcilM2eM5V+0qIiaNVOSwVD5Opbse5PIyCISiXJ5y+l0RI0bK+iLL4qJiOjXX7UkEORSVpaet1xYWD4FBORZvjEVSE5OJgCUnJzMm96iRQuaO3cuEVV/7V2+fJkAUGJiIhERRUREUKNGjeiDDz6ggoICKioqov79+5Ofnx+X/ldffUW2trb03Xff0Y0bNygyMpJatWpFAOjJkydm5dRoNBQbG0sA6MKFC6RSqYiIyN3dnXx8fGjatGmUkpJCP//8Mzk6OtLkyZOJqPZ1+zfflBCQSwqF+YH+4INCcnZWEBHRmDEF5Our5M3/9VctAbl044ae7t0zEJBLa9eW0LNnhj/2TwE1a6ak/v1VlJiopcRELbVtm8e7BqKi1CQQ5NKKFcWUnq6nEye05OurJLk8jzv33N0V5O6uoG3b1KTVEuXk6KlRIwV9+GFhpdulVhN5eSnJ2VlB331XQk+fVn4ijxtXQPXrK2j3bjXdvKmn6Gg1OTjk0uzZpelPm1ZIrq4Kio1VU0qKjkaPLiB7+9Jz1dlZQcuWGc/jc+d0JBDkUmRkEV2/rqdz53TUu7eKdw6vXVtC1tb866G84cML6PXXjcdfpSKSSnNp+3b+RT1wYD4NHJjPm7Zrl/H6y883XqMzZhSSh4eSnjwxUHEx0ZYtJWRjk0u9e6to714NnT+vo5EjC8jGprQ+rIizszMtW7bsj/KvJWtra948Dw8Pmj59OiUnJ1NsbCzJZDIaNmwYt0zjxo3Jz8+PFixYQKdPnyatVksrV64koVBIu3fvpoyMDIqPjyd3d3eaOXMmt97IkSPJ19eXBg0aRAkJCfTkyRNq3rw5d+6bLFq0iNzd3Umv59cfVeW/d+9eAkAff/wxZWZm0qFDh6hJkyY0atQobr24uDiytramr776ilJSUmj16tUkEAjop59+IiKiqKgoEggEtGLFCkpPT6cTJ06Qr68vyeVyMvxxEru7u1OTJk3owIEDZDAYaNOmTQSAOnToQKdPnyaDwUCLFi0iiUTCtZlq0waxpB4wtZECAgLo9OnTRFTaPoiNjSUiY10IgObMmUPp6el06NAhksvlBIDb7rt375JMJqPQ0FBKS0uj5ORk6tGjB7Vs2ZJK/vgyWrZsGQmFQtq2bRtlZmbShg0byNPTs9L6j6i0nvX29qa1a9fShQsX6PPPPycAtH79ejIYDLU6/n8Hr0QHZPXq1WRlZcVr3Pft25eIiCZNmkRvvvkmt2zDhg1p1qxZRER05MgRAkDHjx/n5uv1evLx8aEJEyZUml91HZBr167xvpiJiLRaLZ04cYIKCwspLy+PhEIhLVmyhJfGhAkTqGXLlkRU2rBev349N99gMJC3t3elHRAioo8++oiaNm3KfTZdXAsWLOAt16RJE5o9e7bF+2HLli0EgM6fP88tM3v2bAJAjx8/5qYNGzaMXn/99UrLV7YDotFoKC0tjZ4+fcrNVxkHvXMX/oYNG0gikZBGo+GWefjwIZ09e5aIjJ0YALR9+/ZK80xKSjJrbE2ePJlrSFmy/Xl5eZSSkkJarZZbZv/+/QSAHj16xNtHBw4cqLQsREQ//fQTr8IxVfoXL17kLRccHMydx5amTUQ0dmwBeXnxG8tvvplPHTsav/A1GqK0NB2vEaJSEQG5FBtr/EKPjzc2pi5fLm00X7yoo6FD8yknR1/t/Io6IDJZLhWVaZtHRRkbBoV/tGsePDBQWlppekTGzkPZBlpgYB6NHl3Aff744yJydFTwGox37+rJyiqXoqON2xIeXkAeHvzGYnUWLCgiH5/SdW7eNHZIEhK0VaxV/b43qagDcuiQhqysShs9BgNR06ZK+uyzYt5yddUBqe7aq6gDIpPJqKjMQY6KiiIAVPjHQfb39+c1woiMN1qq+gI+fPgwAaDs7Gxumru7O3Xu3Jm33KhRo6h9+/ZEVPu63dQBefrUQFqtsaP97JmBoqPVJBLl0sKFxm1LSjKe/8nJpefr5MmFFBRkbCAXFxuvp7IN5IiIApJIcnnX3datxvzy8ozT2rXLo7AwfgP66FFjXklJ2j+2XUF9+6p4y4wbV0CdOlV9TqSn66lrVxUBuSQQ5JK/fx7NnFlI58+XbsPTpwayscmlb74p4a0bGVlEdnbGTrxKRSQWGztXJmo10ZAh+RQfbyxj2Q5IXp6BUlJ0VKbqpP37NQTk0qNHxu2urgOiUBhILM6lmJjS/TlqVAH17s3fD9V1QIiIPvqoiJo2Lb22t2wxHoNDh0rPc9P1vm+fhipTXQekU6dOvOU/+eQTsrW15a4Fd3d33o1TIqIHDx5QWloab9qcOXN4nfiIiAiytbXl3XBbvnw5OTk5kbrMXRY/Pz/65JNPKi1/Rfl36dKFevbsyZsWHR1NAoGAcnJyiIioa9euNGTIEN4yCxYsoG+//ZaIiNq1a0dhYWG8+UePHiUAlJSUxOVdtl2Wl5dHAGjq1KnctKtXrxIAOnPmDBHVrg1iST1gaiMtX76cV+bmzZvT/PnziYho4sSJ5ObmRjpd6bXy73//m9cB+fjjj8nR0ZEUCgW3zN27d8nKyoqio6OJiKhVq1Zm9d/EiRMt6oCYymISFBREXbt2JaLaHf+/g5c+BAswvgdiMBi4x2q//fYbevfuDQDo1asXTp48Cb1ej6tXr+LRo0fc+x9nz56FSCRCz549ubSsrKzQvXt3pKam1ro83t7e8PHxQUREBL788ktcuHAB1tbW6NmzJ6RSKVJTU6HRaNC/f3/eer169cLNmzdRUFCA69evAzBG+TIRCAS8zzXRtWtX3ucGDRogP98YkaUm+8HHx4f7XyaTwdnZGa6urrxplj5StLW1hUajwbRp0+Dn54dGjRqhVatWAErfk+jTpw8EAgF69OiBLVu24Pbt22jYsGGN9kNwcDD8/Pywa9cuAIDBYMAvv/yCMWPGWLz9MpkM2dnZGDBgAJo3bw43NzeMHj2aV1aToKAgi8sGGN9hkUgkCAgI4E3v2LGj2f63JO3Ro0W4fduAU6eMQyKePSMcOaLlXoC2tTUOoZg2rQh+fnlo1EiJVq2Uf2yLcYhGSooOYjHw2mulY4batbPGTz/Zo0kTq2rnV6RlS2tIJKWfTcOhFApjni4uAhw+rEWXLip4eCjh5qbE5s0lXJkqcvasDp07W6NevdKhVR4eVmje3IoboiUQGLfZUqax5qNGiaDTGd8hadrUCsHB1Y87r27fV2XHDg369LFBw4YC6HTGckRECKsd+vVnqc21Zxo6YuLk5AQAUCgUICJkZGQgODiYt87bb79dq/K9qDqtIi4uStjaKmBraxwGNWZMIaZMEWHxYuO2BQfbwM+vdFiewQD88osGY8YIq0zXx8cazs6l52qDBsZrJT8f0GqBtDQ9unThD+Xp2NF4jZnOZwBo25a/jJOTFXcdVcbb2wqnTjng+nVHrFolQbNmVvjuOzXkchXmzDEGcbl0SQ+dDujShT9WsGNHGxQWApmZely5okNJCdCpU2kZhEIgLs4e/frxywUAMpkA2dkGDBiQj+bN8+DmpsTo0cYhRVVd22XFxGggFAIDBwq5a/K990Q4cUKHu3dfTDisrl1Ly156XGofBKJ79+68z0FBQdBqtbxhu+XrcxcXFxw+fBhdunSBh4cH3NzcsHnzZrPvGB8fH9SvX5/7PHbsWKhUKhw8eBCAMRjN9evXue+4ypTN32AwICUlpcJ2CRHh0qVLAIzfV506deIt889//hMzZ86EVqtFWloaunTpwpvfsWNHAOBde+XbEgDg6+trNq18e6ImbZCa1ANt27blfXZycoJCYYzMdu3aNcjlcliXGUMbGBjIW/7s2bPo3Lkzbyi4h4cHmjdvzrX5bt68aVZ/lk+nMhWdTzdu3ABQ++P/V/dKdEBee+01NGrUCMeOHcOzZ89w+fJlLjRvr169kJeXh4sXL+L48eOwtbXlTkaVSgW1Wg2JRAKxWMz9bd++HQ8ePKh1eaytrZGYmIjhw4djy5YtkMvl8PLy4hrAKpUxhGbv3r15+Y4dOxYA8PDhQ+6LtOyXOQDY29vXqkx2pgG+fxAIBNzL+TXZDyIRvyElFovN8iILY1VmZmaiT58+KCkpQXR0NC5cuGD2QrmPjw/OnDmDFi1a4OOPP0azZs3QpUsXnDt3zqI8TMaPH4+YmBjodDokJiZCpVIhPDwcgGXbHxsbi2HDhiEwMBCHDx9GamoqNm/eXGFejo6ONSqbSqWCvb09BAL++wkODg7ceVCTtHv0sEHz5lbYtUvzR9k1EAiAESOMjaPMTAP69FGhpIQQHW2PCxcccf48P12FgmBnV/kL5NXNr4hEUvHypvNl+vQiLFtWjGnTxDh5UobUVEdMnFh1w12lMkbDEYsVvL9btwx48MDYMPHwsEJOjgElFr4/HB+vxe+/Ez79tJhrhNraKnDqlA4//aRBueHQPNXt+8qYIm79+quOl+eKFSW4ebO0Q1OXanPtla+vTIgIKpUKWq0WDg4OvHnOzs61Kt+LqtMqcvy4A5KTZUhOliE1VYZnz+ph9WopylZ/48eLEBOjgU4HJCbqoFIRwsOrPs7lrxnTJU9EKCwkGAzGBntZDg7Gz2UbwxXtZktDBPv6WmH2bDEOHLDHo0dOeP99Ib75Ro1z5/Rc1LWqymDq6JTb/ZWKjdVg2LACBAba4PBhB6SmOmLzZqllK/9hxw41VCpAJiu9Nl5/PR9E4K6151X22JQel9qnV76uNp2vZd/nKL/M9OnTsWzZMkybNg0nT55EamoqJk6cWG3ajRs3RmhoKKKiogAYQ7t27doV3t7eFpexqKgIOp0OS5Ys4V0zLVq0AAA8ePAARUVFUKvVZteeSWFhIQwGA9d5MDFd82W/z8q3JQDL2hM1aYPUpB6oqO4ypZOfn19tW0ylUuHYsWO8fMRiMW7duoUHDx6gsLAQRFTrNl1F55PpXKrt8f+rM7/d8ZL07dsXSUlJSEpKglQq5XrojRo1gre3NxITE3HmzBnupXXAeEDFYjEuXrxolp51FW+Llv2iMyn/kparqytWrlyJlStX4tq1a1i1ahXef/99tG7dmjuRoqOj0aZNG7P0PTw8kJWVBcC8969UKs2Wf1613Q/PKzY2FjqdDjExMVwlcvfuXbPl2rZti+joaOj1eiQlJSEyMhIDBw7kXoa1xOjRo7Fw4UIcP34c+/fvx9tvv80dB0u2f8uWLejTpw+WLVvGzSt/zGvL0dER+fn5ICJeJ0SlUtW4MwMYvzzff1+Ef/2rBOvXS/HDDxq89ZYt6tc3ph0ba2w0xcTYw1R3l7+L6OoqQH4+gaj0y7gm82tKrwe2bVNj0SIJRo0qbcQZn8xXztFRgG7dbLB5s/kXoqnR1KOHDVauNDZiJk82/9IrKQE+/7wYM2eK4eIiwI4dGgQH2+Dbb/mNJLWa0Lt3Pvbu1VTaoahu31cmJkYDa2vgv/+Vmb2oPmlSIaKijGV6Ucp3dk3Kn9Mv4tozMTUcyodML39390V43jqtXTv+U7WKjB4twsKFxTh+XIf9+zV4+20hHB1rfzHY2QlgbQ2z0Mumz8+TtlYLPHhggKcn/56hgwPw+ecSREVpkJqqQ6tW1rw8zctgBWtrqnCZymzZokafPjZYtqy04VWTqtMUGW7nTju0bs0/dps3qxEVpUZkpLEiEwjMOw3GUbp1r7BcWDFTgJrKGpx6vR7btm3DokWLMGrUKG66pSMKJkyYgPDwcOTn5yMuLg4zZsyoUXmlUilsbW0xc+ZMjB8/3mx+w4YNIZVKIZVKuZuo5dnZ2cHa2tpsvulzbb7PnseLatvY2dlV2xZzdHREt27dKrwx6eDgAKnU+H1S2zZdRedT2XPpeY//X9Er8QQEMA7DunLlCn777TcEBwfDtsyYi169euHs2bP473//ywu/27lzZ5SUlECv18PX15f7M0WfqIxMJjM7aUyPJwEgOzsb+/bt4z63bt0amzZtgrW1Na5cuYKAgACIRCI8fvyYl6/pUaJIJOIeM5Z9TKjVai2K4mLpEwiT2u6H51VSUgI7OzveHQxT5CfTNpw9exZnzpwBAG4Y27Jly/D06VM8fPiQW6+6bTZFrYqJiUFcXBz3tAmwbPtLSkrM7tT++9//tijv6nTs2BElJSW4cOECb/qZM2fMHnVb6v33hVAqCbt3a3D6tI43BKikxPj0ouyNo+ho411E06a0b28DjQa8KFXXrunRsaMKV6/qq51fU3q9cVhF2eEp+fnA/v1aswZF2c+dO9sgM1OPFi2s4Otb+mdlBTRqZEwrNNQWPj5W+OyzYuTkmA/XmDmzCF9/XQKlkrgnEaNGCdGxozXvLzjYBn372lYbmaqqfV+ZHTvUGDRIiMBAa7N8331XiB9/1Fj8BMcSpjuUZeuxx48f8+4KWnrtWUosFsPDw8PsCcovv/xi0fo1uc7qok5zcRHgrbdsEROjRlycBmPHmh/nmlQNtrZAQIC12dOuM2eMn8sOeaqpOXOK0L69Ck+fmhfo+nXjNeHmZoWAAGvY2KDCMjg6CtCqlRV8fKwglQIJCaXLGAxAz575FV4bJSX86xoA/v1v49A1S/bP9u1qNGokqPCanDhRhIwMA86eNdY5MpkASiU/0UuXzOuj56yyLVL+pwGSk5MhEom4Jwrl6fV66HQ63vdMfn4+9u/fb9G5P3DgQNSvXx9ffvklbt26xT3ht5SVlRXkcjlu377Nu2aaN28OoVDIDads3749EhISeOvOmjULM2fOhK2tLQICAnDq1CnefFM9Utvvs9p6UfWAj48P0tLSYCjz65dHjx41yyszMxMtWrTg5WVlZYVGjRpBJBLBy8vLbOhX+XQqU9H55O/vz31+3uP/V/RKdUD0ej127drFvf9h0qtXL8THx5v9/kffvn3Rvn17jBo1CgkJCbh9+zZiYmLQvn17rF+/vtK85HI5kpOTkZaWBiLCkSNHcOTIEW7+3bt3MWTIEKxatQrp6enIyMjA8uXLYWVlhaCgIMhkMkyaNAlLlixBbGwssrOzceLECfTr1497r6Bp06YICgrCF198gfj4eKSmpmLSpEkQCqt+xO/k5ISHDx8iMTGRF/6tKrXdD88rMDAQT5484R6HbtiwAefOnUODBg1w6dIlqFQqHDlyBGFhYfj555+RlZWF1NRUrFmzBl5eXvD09IRYLIZEIkFCQgJSU1Oh1Vb+q9YTJkzArl27YGtriz59+tRo+wMDA3H06FGcPXsWd+7cwYcffojGjRsDMIY0fZ6nIaGhoWjdujUmTpyI5ORkZGVlYeHChUhJScGcOXNqlWazZlbo0cMG8+cXoWFD/u9PBAba4MkTwvbtGjx4QNiwQY1z53Ro0ECAS5eMwzBCQmzQpo01JkwoRHy8DklJOkyaVITiYoKPj3W182tKKDTedd65U42sLAPS0vQYNCgfAwbYIjeXkJ5ugE5nHOt+8aIeqal6PHtGmDxZhIICwpgxhUhN1SMz04Dly0vg75+Hc+eMDSRrayA21h5t476IAAAgAElEQVQ6HdC+vQqffVaCvXu12LpVjZ4987Ftmxrff2+Hli2tEBOjgVYLvPNOxdfZ8OFCHD2qxYMHlTcIqtr3FTHd4R02rPI8TR0jk/x847sl5f/u3zeWa/PmzejSpQsvjGRZnp6ecHFxQVRUFHQ6HZRKJaZPn84bV17dtVcbw4YNw08//YTY2FhkZWVh6dKluH//fpXrmBo+Bw8exLVr1yzKp67qtAkTRNi1SwNbWwH69CntIIjFxmFSCQlapKbqUUW1xDNvnhgHD2qxenUJ7twx4PhxHWbOLELPnjbcuyC1MWeOGEIh0LWrCps2qZGQoMNvv+nwz3+WYMSIArRrZ43QUOOTunHjRPjiixLs26fF3bsGREVpsH59CWbNEsHGxtjIHzdOhBUrirFrlwbnz+sxeXIRUlJ0FT6lCwy0wdGjOpw9q8edOwZ8+GERGjc2Nh1SUnRVPg0xvY81ZIgQVhW0Njp3toaXlxV27jR2aORyayQn65CWpgcRuOuiLCcnAR4+NCAxUccL1/2iZWdnY/ny5cjKysLRo0exadMmDB06tNJhikKhEO3atcPOnTuRlZWFtLQ0DBo0CAMGDEBubi7S09Ohq+Ln2m1sbDB69Gh89dVXeOedd8yGQVli/vz52LNnD7788ktkZGQgNTUV7733HoKDg7nhU7Nnz0Z8fDyWLFmClJQUrF27FuvWrePe+5g3bx4OHjyI1atX486dOzh+/DhmzpyJnj17cu+C1JUXVQ+MGDECjx49wpw5c3D58mXs2bMHO3fu5C0zefJkFBQUYMyYMUhNTUVmZiaWL18Of39/7qbLiBEjsG/fPmzZsgVXrlzBqlWrKnw6U5E9e/YgNjYWd+7cwcaNG3Hq1Cm899573PwXcfz/cur0lfdqvPbaa7yoCSa///47AaB69erxohgQET169Ijee+89cnZ2JrFYTH5+frR69eoq8yksLKSIiAiqV68eOTs708iRI+nHH38kAJSXZ4xEEhUVRQEBASSVSkkmk1FQUBD95z//4dLQarX06aefkqenJ9na2pKHhwdNnTqVW5+IKDs7m0JCQkgkElGDBg1o8eLFFBkZyYuIUd6dO3fI19eXhEIhLV68mIvwcPToUd5ycrmcxo8fb/F+MEWgKBsFasmSJeTu7s5Ld/z48RQYGFhp+cpGwSIimj9/Prm4uJCjoyONGDGClEolLVmyhMRiMU2ZMoW0Wi0tXLiQvLy8SCgUkqurK4WFhdG1a9e4ND777DOSSqXk7OzMi0BRnl6vJwcHB/r000/N5lW3/c+ePaOwsDCyt7enRo0a0dKlS0mv11O/fv1IJBLRDz/8UOE+qkj5KFhERDk5OTR06FBydHQkoVBIHTp0oL1793LzLU27rO3bjdFf5s0rMps3f34RubgoyNFRQSNGFJBSaaAlS4pILM6lKVOMUVru3NFTWFg+OTjkkpOTggYPzqfbt0tD+lU1v6IoWMHB/Ig1Bw4YI+Hk5BjXSU3VkVyeR2JxLvn6KikuTkM5OXpq3lxJDg65lJ2tp0OHNOTsrCA7u1w6csQYoSYlRUchISqSSnNJJsulrl1VvIg2JvfvG2jq1ELy8lKSUJhLjRsby3zuXGmdEBiYZxZZpyyFwkC2trm0cmVxpctUt++J+FGwPvrIGGGosPIoqtSxYx4X3ScsLJ+A3Ar/TFGXIiMjCUCVIRgPHTpE3t7eZGdnR76+vrRnzx4KCgriouNVd+1VFAUrODiYl8eBAwcIABdBp6CggEaOHEl2dnbk4uJCM2fO5CIImkLslqfT6Sg0NJSEQiH17t2biIxRdCIjI3nLzZ07l1q0aMF9rk3dXlUY3oro9cbQy59+an6cP/usmKTSXHJ2NkZps+QaIDJGxvL1VZKtbS65uipowoRCXnnc3RUUGcnPb+7cImrRoupIb1lZepoypZBatlSSVJpLYnEu+fgo6aOPikipLE1frTam17ixgmxscqlZMyWtWFHMi+xWXGwMZ9uwoYKk0lzq0iWPTpworZvKRsF69sxAYWH5ZG+fS40aKWjp0mLS64n69VORSJRLP/ygrjQK1uHDmmqjz82bV0T16ytIrTaG2Y2IKKB69RTk7KygkSML6Mcf1bxIY3fu6MnX11gHLF5cxEXBKlu15ucbo5jt2lV57O6qomDJZDJatWoVTZs2jerXr09SqZSGDh3K+36q6BxOTU0luVxOYrGYfH19KS4ujnJycqh58+bk4OBA2dnZFV5nJufOnSMAdOzYsUrLXVX+REQ//PADtW3blnfNX79+nbfMxo0bqWXLliQSicjb25s2bNjAm79161by9fUlW1tbcnV1pQkTJlS77QBoy5Yt3OecnBwCQIcPHyai2rdBqqsHLG0jffPNN9S4cWMSiUQUFBREFy9e5EXsJCJKSUmhkJAQrt3XtWtXOnToEDe/pKSEJkyYQDKZjOzt7Sk8PJzi4uJ40TTLu3DhAgGgI0eOUGhoKEkkEnJxcaGFCxdyYY1NanL8/w4ERHXxMJNhnt/hw4cRFhaG27dvc08vGObvysfHB+np6S+7GDxarRZKpZIXtWbZsmVYs2ZNnf/a+Ytw+LAWYWEFuH27Hho3fgEvQzHMc/joo49w8OBBXLly5WUXhXkJ/teO/yvzEjrDVOb+/fu4cOECJk2ahBkzZvxtOx8jRhRi9+4/55ezmb8GNzcBHjyoh0OHDtX5cAdLfPHFF1i5ciW2bdsGuVyOtLQ0rFmz5pUIF9m+vYoX6rYyRE64f59w4YIOkyYVYsYMMdf5EAgUf3YxmTq2dKkES5aYR1p6laSnp+Po0aNYtWqVxe9UMX8f/6vHnz0BYV55b775JhITExEeHo41a9ZUGP6PYZg/n06nw+LFi/Hvf/8bjx49QpMmTTB8+HAsXry4wnCar6o33yxAYqIO4eFCrFnDD8/LMHXNwcEBjo6O+OijjzB9+vSXXRymjv2vHn/WAWEYhmEYhmEYps68MlGwGIZhGIZhGIb5+2MdEIZhGIZhGIZh6gzrgDAMwzAMwzAMU2dYB4RhGIZhGIZhmDrDOiAMwzAMwzAMw9QZ1gFhGIZhGIZhGKbOvJIdkK1bt0IgEECn0/0p6ev1gLu7EgKBAunphheS5s2bBggECvz6a9VlLioCpkwpQoMGSojFCnTvno9z56r+8azBgwsgECi4P6lUgdat8zBnThFycvjlv3JFD4FAgaSkP2ff/d0MHVqAvn3zLV6e7V+GYRiGYZjn80p0QNavX1+nv6QbH6/Fs2cEHx8rREWpa51OgwZK3L5dsw7MhAmF2LdPg9WrpTh40AGNG1uhXz8V7t+v+udYWrSwwvHjDjh+3AE//WSPiAgRfvlFizZtVEhMLG0Mu7tbYeNGKVq2tK7VNtW1q1f18PLKq/F6tdn3FfngAzFmzfrr/IAawzAMwzDMX53Nyy4AAJw/f75O89uxQ4P+/W3RsaMNvv9ejeXLJRAIapbG3bsGPHlSs99wzMoyICZGg7177REWZgsA6NHDBs2aabFmTQn++U9Jpeva2wvQq1fp4Ro40BYzZ4oRGpqPIUMKcOtWvf9n787DmrjWP4B/wxKSEMIqqCwqLqCoqKhoQamitO69ta5otaK1VequV6u32Kt1vVqvuGtxo1VbasW1ov2p4IpBAVfEuoF1QQHZl8D7+4PLSEgCASlq+36eh+chk5lz3jlzzpw5mZMJzMwAS0sRPvvs7flZ35iYiu/+aFOdstelZ883ogkwxhhjjP1tvPY7IO+++y62bt2K7du3QyQSITY2Vnjv1q1b8PLygkQiQf369bFt2za1bXfv3o0OHTpALpejbt26mDp1KnJzcyvMLz2dsH9/Afz9xfD3F+PBg2KcPKk+neY//8mDXJ6mtiw5uWSK1cGDhTh5UoUGDUo+tW/U6AU++CBLWC87m+Dvnw0zszSYm6dh6tQcFP3vGvv48UKIxcD77xsL6xsbl7w+dqxQ/0L7H7kc2LTJFCkphO3bS+7klJ8iVFQEfPVVLpo0eQGpNA0ODumYODEH2dkv07GzS8fq1fmYMSMXDg7pMDdPQ79+WXj8+OVF/h9/EPr2zYJMlob69dOxfHke5s3LRYsWL+9e5OcDM2fmwtExHWJxGho0eIG5c3Ohaybd/Pm5GDUqG/fvl5TtqlX5UCpL4lcq1QcmTZq8wIwZuTrLXp+869RJx6pV+ejdOwsSSRpevCCNKVhKZRF69syEjU065PI0dOyYUem0OsYYY4wxpr/XPgAJDw+Hh4cHhg4dipSUFLRq1QoAYGRkhMDAQMyaNQtnz55Ft27dMG7cODx8+FDYbtiwYejRowdiY2OxdetWhIWF4dNPP60wv127CiCRiDBggBiNGxvA29tIuHjXl5eXEfbsMQUAXLqkwM6dcuG9+fNz0bmzEU6fVmDePClWrcpHWFgBAODWrWI4OBjApNwNisaNDZGYWPU7AQDQvLkBmjUzwKlT2gcw336bh6VL8/DNN1LEx5tj61Y5wsMLMHdujrCOsTGwbFku3NwMce+eBa5dM0dMjAr//vfLwdy4cdm4fFmF8HAz/PqrGSIjVdizpwAGBi9vHU2YkI2QkHz85z8y3LhhjkWLpAgOzsOsWTnQZtYsKSZNMoGjowFSUiz0unOjq+z1yVssBjZtykOrVoY4ccIMpqbqt73y8oD338+ERCLC8eNmiI5WoHNnI3zwQWalU+QYY4wxxph+XvsAxNzcHEZGRjAxMYGNjQ0MDUu+u6BSqTBz5kwMGDAA7dq1w7///W+oVCphutaSJUvg4+ODxYsXo0mTJujVqxeWLFmC77//HsnJyTrz27YtH0OGiCH537T/0aPF+PnnAuRov0bWytgYUChKLl4tLUUwM3v5np+fMQIDTeDuboiZMyVwcBDhwoWST9AzMkjYriwzMxGysoDian6lwcnJQO1uRVkjRphAqVRgyBAxmjY1QM+eRhgyxAQREeoDlubNDfHJJ2IYGQEODgbo1csYSmVJ3E+eEH79tRBz50rRs6cRWrc2xA8/yPHs2cs8nz8n7NhRgH/9S4ohQ0oGd/7+YkyaJMGmTfkoKNCMTSYDpFIRDAwAGxuRcEwqoq3s9c1bJAJkMhGWLpWic2cjGJWbfWVoCJw4YYZt20zRpo0hWrQwxMKFMmRnA2fOVP0OFWOMMcYY0/TaByAVeeedd4T/bW1tAQCZmZkoLi6GUqmEn5+f2vrvvvsuiAhxcXFa07t5sxjR0UXw9xdDpQJUKuDDD8UoLgb27tVyhVytmNWvam1tDZCp/0OWqkWlgsbFdCkbGxGOHClEp04ZcHRMR9266di4MQ+pqeoDltat1ROwtDRAWlrJOomJRSguLrn7UMrMDOjR4+XruLgiqFRAp07qX35v394I2dmo9h0efVQl786ddX/nw9gYKCgAAgNz0Lz5C9Srl46mTdMBQKO8GGOMMcZY9bzRAxBTU1Phf9H/viVORMjJyYFKpUJQUBAkEonw17hxYwDAo0ePtKa3dWvJVKuuXTNhbJwGY+M0WFmlIycHVZ6GpTtm9TscIlFJzABgYSHCixeaF7Lp6QSFAjCo5tG4dasITk7aN/7iixwsWJCLwEAJIiMViI01x7hxmlOdpFq+//6/sPH8eck/Zmbq+2Zt/TLPjIySdcrf4SndJjPzz7uAr0re5ua6nzaQmFiM7t0zkJdHCA2V49Ilc8TEmP8JETPGGGOM/X29lY8AkslkMDY2xuTJkxEQEKDxvp2dncayoiIgNDQfkyaZYORI9QtwpVKFiRNz8PAhwd5epPWJWJV8t10vLi4GSE4uRl4e1KYbJSQUwc2teofi9GkV/viD4OdnrPFeUREQEpKPefOkGDFCLCzXNgiqSGmsOTnq26WmvpwzVnphXzoYKFX62txcv9GVrqeR5ebqjrmm8t6zpwAqFbBrl1zY5wcPauZ3YhhjjDHGWIk35g5I6V0CfRgYGMDDwwP37t2Dq6ur8Ofs7AyxWAxLS0uNbSIiCvHHH4TPPpOgfXtDtb8xY0ygUIgQGlpyF0ShECEnBygsM+0/Lk77FKIqhA0/P2OoVMDBgy8Tzs0Fjh4tRK9emgOIyqSlET7/PAcNGxpg0CCxxvtFRSXTs6ytX17VZ2YC+/cXVinupk1LpjaV/cHEzEyoPR3K3d0QRkbAmTPqT4w6d04Fc3MRmjbVXdXKxlJ6FyM9/eXCp08Jjx5pBly63avkXVZeHsHUVP27KKGhBRoxMsYYY4yx6nsjBiCWlpa4fPkyYmNj8fz5c722mTlzJvbu3YslS5bg1q1biI2NxciRI+Hl5YVMLV+62LatAC1bGqJ5c81dFouBAQOMhWlYHh5GICq5ewAACQnFWLs2r1zMJekcOlSI69f1+36Do6MBRo8W44svsrFzZwGOHVNh0KCSx8hOmFDxE6CysggnT6pw8qQKEREq/Oc/eXB3z8DDh8X48Uc5xJrjD4jFQJs2hti+PR937hQjPr4IfftmondvY6SmEhISinU+IrcsZ2cDtGtniG++ycW5cyrcvFmMkSOzULfuy4GNlZUIY8aYYPHiPISHF+LBg2Ls2FGAtWvzMGWKic7vqFhaivD4cTGiolS4f78YTk4GsLERYceOfKhUJQORL77IgZWVqMw26mVf3bzL8/Q0QkoKYevWAjx6RFi3Lh/R0SrY2ooQF1ekcYcFAM6fP49OnTohPj5ev0wYY4wxxv7m3ogByKRJk/DHH3/A29sbSqVSr20+/PBDhIaGYteuXWjVqhX8/PyQn5+PEydOwKzsY6nw8rc/tN0lKDVokBg3bhRDqSxCu3aGWLRIiq+/zoW5eRoCArLx7bcyAC+fVNW+vSF69TLG9Ok5CAzU/xFa69aZ4qOPxJg2LQf9+2ciJ4fw229mancptPn992J065aJbt0y0bt3JlavzkevXsaIjVWgQwfdv3oeEmKKoiLAze0FhgzJwqRJEixaJIWTkwE6dHiB5GT9phjt2iVH/foGQv79+hnDx8dY7W5BcLAMo0ebYMKEbDRu/ALz5+di3jwpgoJ0/8DisGFiODsboEePTISE5MPEBNixwxQXLqhgYZGGzp0zMHSoGM2aGaK4uGQAoK3sq5N3ef36GWPmTAlmzSr5Evrp0yps326Kzz83wfbt+ZgzR3MeXnp6Oi5cuICMjAy982GMMcYY+zsTUVXmPrE3XlxcEdq0ycCZM2YaT+R6FTk5QEEBwcLi5UDJ1zcTVlYi/PSTvIItGWOMMcYYe+mt/BJ6VZVelP+VEVni0SPCgQMl3y+pX7/k5pZIlFbRZnqlCwB9+2biyZNibNxoCjs7Axw8WID/+z8VDh6U10g+b6OTJ83g4/O3aEKMMcYYYzWG74D8hYwenY0ffyzAqFEmWL9eVqNpP3lCmDo1B8ePFyI7m9CkiSGmTZNg1Cjd09oYY4wxxhgrjwcgjDHGGGOMsVrzRnwJnTHGGGOMMfb3wAMQxhhjjDHGWK3hAQhjjDHGGGOs1vAAhDHGGGOMMVZreADCGGOMMcYYqzU8AGGMMcYYY4zVGh6AMMYYY4wxxmoND0AYY4wxxhhjtYYHIIwxxhhjjLFawwMQxhhjjDHGWK3hAQhjjDHGGGOs1vAAhDHGGGOMMVZreADCGGOMMcYYqzU8AGGMMcYYY4zVGh6AMMYYY4wxxmoND0AYY4wxxhhjtYYHIIwxxhhjjLFawwMQxhhjjDHGWK3hAQhjjDHGGGOs1vAAhDHGGGOMMVZreADCGGOMMcYYqzU8AGGMMcYYY4zVmtc+ABkxYgREIlGFfxs2bMDt27chEolw/Pjx1x3yW+Wjjz5Cjx49XncYuHr1KkQiEU6fPl3red+/fx+enp6QSCRYtWpVreYdGBiIli1b1mqer1tYWBhEIhGePXv2p+WhUqkgEomwZMmSKm337NkziEQihIWF1Vgs+rSxli1bIjAw8JXy+TNi1+XYsWNwdnaGiYkJYmJiYGNjg4ULF/7p+b7p/mr90Jo1a2BkZPSn5/Om9EM1raioCPb29hCJREhISKiRNPWtYzk5OZgwYQJsbW0hkUjQpUsXREdH10gMVTVixAh4e3u/lrxrow7/Vevv6/baByBz5szBsWPHhL/69evDz89PbVm/fv1qNE9bW1vcu3evRtN8U40fPx5TpkwRXg8aNAjbtm17jRHp79q1a2jYsOErpxMSEoLr168jIiICw4YNq4HI/prWrl2L0aNHv+4w3jrl29jrVFPHcOHChbCyssL58+fh6uqKFStWoHfv3jUQ4ZvtbWoDNdGPdevWDevWrauhiP469O0nIyIi8Pz5c7i4uGDHjh3Vyqu6/dzYsWMRHh6OlStX4tChQ6hfvz569uyJhw8fViuOqnid1xHl2+ifUYfL79+bdI7/K/nzP/qohJubG9zc3ITXUqkU9erV0xht3r59u0bye/DgAVJSUmokrbdBz5491V7HxMSgT58+rymaqomJiamRdFJTU9GgQQN07dq1RtL7q6qp8v67Kd/GXqeabDM+Pj5o27YtAGDUqFE1ku6b7m1pAzXVj5Xvf1kJffvJbdu2wc/PD+3bt8d3332HhQsXQiQSVTmvqrpz5w527dqFffv2YcCAAQCArl27olGjRli9ejWWLl1a5TSr4nVeR5Qvrz+jDpffvzfpHP+XQm+Yxo0b06hRozSWJyYmEgDat28fDR8+nORyOSkUCpoyZQqpVCphvYsXL1KPHj3I2tqaTE1NqUOHDnTs2DEiIjpx4gQBEP4GDBigkc+GDRtIIpFQfn6+sGz8+PEEgK5fvy4sW79+PSkUCiosLKQnT57QyJEjqX79+iSRSKhp06b03//+Vy3dyMhI6tKlC5mbm5NcLicvLy86deqUznIoKCigCRMmkIWFBSkUCho2bBj9+OOPBID++OMPIiLq06cP9enTR227nTt3EgDKzMwkIqKBAweSr68vEZHavpubmwvb7Nq1i9q3b0+mpqZkZ2dHU6ZMoZycHJ2xERH98MMP1LZtW5LL5WRtbU39+vWj27dv61z/ypUrBICioqKEZadPn6YuXbqQVColU1NT6tatG0VHRxMRUVBQkFq83377rc60t2zZQs2bNyexWExWVlY0fPhwevz4MREReXl5qaWzePFirWnk5+fTnDlzyN7enkxNTcnLy4vOnDkjvJ+Xl0czZswgBwcHMjY2JicnJ/ryyy+psLBQWOfhw4fUq1cvkkgkZGdnR0FBQTRx4kRyc3MT1nn69CmNHDmSHB0dSSqVkqenJ504caLCsi6voKCApk+fTo6OjmRiYkIODg40depUtTpbUdlq4+Pjo1ZOly9frrRsiYgKCwtp4sSJZGFhQWZmZjRs2DDasmULAaCUlBQiIlKpVPSvf/2LGjduTBKJhOzt7WnChAmUlZVFRETe3t7Us2dPjZg++OAD6tSpk9Z4CwsLKzyepTZs2ECOjo4kkUjonXfeoZMnTxIA+umnn4R19Kn/27ZtoxYtWpBEIqHmzZtTSEiI8F7ZNkZUUvbu7u4kFoupWbNmFBYWRm5ubjRx4kRhHX3qgT6xl1XdY6itXMv+nTt3jqytrWnBggVq+9imTRsyMTGhFi1a0JEjR8jLy4s+//xzIiJavnw5mZqaqqWdlJREAOjAgQNERLRmzRqytbWl8PBwsrW1pRkzZuhdNtpUtp+mpqa0fPlytW0CAgLIw8OjwvIrS99+KCkpiQYPHkyWlpYkFoupZcuWtHPnTiKqXh9Tlq5+TJ9zVHnBwcFkaGgovLa1taVvv/2Wxo0bR9bW1mRhYUHTp0+nJ0+eUP/+/cnS0pIcHR1p69atwjb9+/enDz/8kJYvXy7UVw8PD7p48aKwTvk2Utkxvn79OgGgo0ePUvfu3UmhUJCjoyN9//33dOHCBerQoQOZmZmRu7u72nmtsLCQgoKCyMXFReiL161bp5Hu//3f/9GAAQPI2tqabG1tKTAwUDh+uvrJ8tLS0kgikdDu3bvp9u3bQrplVdYOtPVz+tSxjRs3klgspry8PLW0AwICqG3btjpj1udapbJ2oq18/P39ycfHh/bu3UvNmjUT6nzZOkBU+bnW1taW/vvf/9L06dPJ3t6eFAoF9e3blx49ekRE2tto+TpcWV9eWRlo27/y9bei9k2kXz1jRG/dAKRNmzYUHBxMsbGxtGzZMgJAu3fvJiKi3Nxcsra2pr59+9Lly5fp2rVrNGnSJDI1NaXk5GQqKCigPXv2EAC6dOkSZWRkaORTeiI5d+6csMzV1ZUcHR1p48aNwrJhw4YJJ/4+ffpQ48aN6dSpU5SQkEDfffcdGRoa0i+//EJERFlZWaRQKGj8+PF0/fp1unbtGn3++eckk8koNTVVazl8/fXXJBaLKSQkhBITE2nt2rXUoEEDtQu7qg5AkpOTCQAFBwfT8+fPiYho3759BIBmz55NiYmJdPjwYXJwcKARI0boPEbR0dEkEolo7ty5dOPGDYqOjqZu3bqRu7u7zm3KD0ASEhJIIpHQ0KFDKS4ujuLi4qh///5kZmZGSUlJlJ2dTZMmTSJHR0dKSUmh3Nxcrenu2LGDRCIRLVq0iBISEujkyZPk6upKHh4eVFxcTOnp6RQQEECurq6UkpKic2AVGBhIderUoT179pBSqaRRo0aRXC6nO3fuEBHRmDFjyMrKSuhsQkNDyczMjKZOnSqk4evrS46OjvTbb7/R9evXaeLEiVS3bl1hAFJUVEQeHh7UpEkTYZ3AwECSSCR05coVnWVX3oIFC8jW1paOHj1Kv//+Ox06dIjq169Pc+bM0atstUlPTycPDw8aOnQopaSkkEqlqrRsS2MpW0/XrVtHTk5OavV0+fLlJBaLaffu3XTr1i2KiIgge3t7mjx5MhGVXNwbGBjQw4cPhXiysrJIKpXShg0btMarzwAkMjKSANC0adMoISGBDh8+TB4eHmoX8frU/7CwMDI0NKRly5aRUqmklStXkon0zR4AACAASURBVEgkEtIo28bS09PJysqKunfvTnFxcXTx4kXy9fUlKysrYQCiTz3QJ/aaOoblpaSkkKurKwUEBFBKSgoVFhaqDUBKz7Ndu3aly5cv08mTJ6lNmzZUv359YR/1GYBs2rSJZDIZ+fr60uHDh+nOnTvVbiP67GdlF1bayq88ffqh/Px8cnV1JXd3dzp16hTdunVLuNAMDw+vVh9Tlq5+TJ9zVHnlL97s7e3JwcGBDhw4QMXFxbRhwwYCQO3ataOzZ89ScXExzZs3j6RSqdB3DRw4kCwsLOizzz6j3NxcSktLo/fee4+cnJyoqKhIWKe0jehzjEvLuWPHjnTjxg1SqVQ0fPhwMjMzIz8/P3r48CHl5eVR9+7dydPTU4h/ypQpJJPJaPv27ZSYmEjr168nsVhMW7ZsUUvX3d2dzp49S0REx48fJwC0Z88eItLeT2qzbt06srCwEPomb29vjWuXytqBtn5Onzo2ffp0cnZ21ohp0aJFJJfLdcZc2bUKUeXtRFv5+Pv7U6NGjcjPz4+ioqIoKiqKWrduTc2bNxfS0Odca29vT/b29hQSEkKFhYWUlJRE9erVEz7Y0NZGy9fhyvryyspA2/6Vrb+VtW8i/eoZewsHILNmzVJbXvrpL1HJiTk+Pp6ePXsmvJ+RkaF20I8cOUIA6O7duzpjaNiwodAAHz9+TEZGRvTVV1+pNRQHBwdas2aNEFtp5S7Vrl07odGUjobLfvpfWFhIJ0+epOzsbK0xNGnShAYNGqS27JNPPnmlAUhubi4BUPv0qlOnTuTj46OWRmhoKIlEIp0Xqy9evCClUqn2ydr+/fsJAD158kTrNuUHIFOmTCEbGxsqKCgQ1snMzCSJREILFy4kIqJ//vOf1KBBA63plWrTpo1GJ33s2DECQKdPnyYi0rgLUV5GRgZJJBIKDg4WluXn59PAgQMpIiKCnj17RkZGRhp3YebOnUumpqaUn58vnLTWrl0rvF9cXEzNmjUT8v71118JgNonfUVFReTi4kJjx46tcD/LGjx4sNqnMUREN27coISEBCLSr2y18fT0VGt7+pRt06ZNNerpuHHj1Orpo0ePKD4+Xm2dadOmCZ1TTk4OmZubq3V6u3fvJolEQunp6Vpj1WcAMm7cOKpbt67aheT333+vdhGvT/1/5513aODAgWrrzJo1i1atWkVE6m2sNP1r164J6yYnJ5NIJBIuzvWpB/rErk11jqE25e/YlB2A/PTTTxr7GBUVRQCqNADZvHmz2mt9y0YbffazsgsrIs3yK0+ffqj0Qqv8HRQvLy/q0aMHEVW9jymvfD+mzzlKG20DkH79+gmvX7x4oXZciYiuXbumNoAaOHAgyeVytQ+Jzpw5QwDot99+E9YpbSP6HOPScl6xYoWwTnh4uEb9X7t2LUkkEiFWsVhMQUFBavs4duxYatKkiVq65c+Dzs7ONHPmTCLS3k9q07FjRxo/frzwesuWLSSXy9X6dH3aQfl+Tp86Nm7cOGrTpo1GTMHBwQRAGPiVV9m1ClHl7URb+fj7+5NUKlW79iq9E/7ixQsi0u9ca29vL7SRUmPGjKEOHToIr8u30bJ1uLK+XJ8y0LZ/ZeuvPu1bn3rGiF77l9Cr6p133lF7bWtri8zMTACAsbExCgoKEBgYiObNm6NevXpo2rQpgJI5zfry9fXFmTNnAACnTp1C27Zt0aNHD0RFRQEomX+ZnJwszAuUy+X473//C3d3d9SvXx9169bFlStXhDybNWsGFxcX+Pv7Y8mSJbh06RIMDQ3h4+MDmUymkX9BQQF+//13tGnTpsJ9f1XFxcVQKpXw8/NTW/7uu++CiBAXF6d1O4VCgbt376J3795wdnZG3bp1hTni+pZzTEwMPDw8YGxsLCyTy+VwcXFBbGysXmkUFhYiPj4enTp1Ulvevn17ANA7natXryIvLw8dOnQQlonFYoSFhaFnz56Ii4uDSqXSmk92djYSExNx48YNAEDHjh2F90UikdrrCxcuwMTEBD4+PsIyAwMDdOnSRe9YAaBfv3747bffMHToUISFhSEtLQ2urq5o1qwZgNor24KCAty+fVttHwHA09NT7bWNjQ2OHDmCTp06wdHREXXr1sXGjRuFuiKVSjFs2DDs3LlT2CYsLAz/+Mc/YG5urmepaLp+/To8PDxgaGioNTZ9639MTIxa3QCApUuXYvLkyVrzNDU1RYsWLYRl9vb2sLe3F17rUw8qi10fNdU+yrt58yYsLCzU9tHb2xs2NjbVSq9z587C/9VpI3/Wflakon4oJiYGUqkU7u7uGvGUxlLVPqYy+pyj9OXi4iL8r1AoAACurq4ay168eCEsa968OSQSifC6dE6+tu9uVuUY6xNLXl4e8vPzhXOStvZ8+/ZtZGVlCctat26tto6lpSXS0tI0YtXl5s2biI6Ohr+/P1QqFVQqFT788EMUFxdj7969eqdTkYrqWHVVdq3yKlxcXGBtbS28trW1BQBkZmZW6VrjVY5NZX058OploE/7rol9+Tt46wYgpqamaq9FIhGICACQmJiI7t27Iy8vD6Ghobh06VK1vuDVo0cPtc6ha9eu6NChAx49eoSkpCRERkbCyckJzZo1Q2FhId577z0cO3YMK1asQHR0NGJjY4UvbwKAoaEhoqKiMHjwYGzevBkeHh5o2LCh2gVXWdnZ2SAi4YRbyszMrMr7UpGcnByoVCoEBQVBIpEIf40bNwYAPHr0SOt2e/bswaBBg+Dp6YkjR44gNjYWGzdurFLeGRkZGvsHlOyjvifZ7OxsFBcX6ywnfdMpPSGUr1tlYwVQYT6leUmlUrV15HK5Wjr5+fmQSqVq5b1161adZa3NiBEjEB4ejrS0NIwcORK2trb46KOP8PTpUyGf2ijb0npa0T4DwBdffIEFCxYgMDAQkZGRiI2Nxbhx49TWGTt2LOLj4xEXF4fc3FwcOXIEn3zyiV6x6pKZmVlhbPrU/5ycHOTn5+usG/rkWT5ffepBZbHro6baR3nPnz/Xei4qe/FRFWUHmdVpI3/Wflakon4oIyMDcrlc48vIZdtfVfoYfehzjtKXiYmJxrKyg4tSpfsLaNbN0vJJT0/XGqu+x7gqsZSWQbdu3dTSLT2PPH78WFhfWxstuz+V2bp1K4CSL34bGxvD2NgYVlZWyMnJwfbt2/VOpyIV1TELCwu1AWCp9PR0KBQKGBhoXtrpc61S0/ECJeValWuNVzk2lfXlNVEG+rTvUq9az/7qXvtTsGrSnj17oFKpsGvXLuEk9eDBgyqn0717dzx79gy3bt3CyZMnsWjRIkgkEnh4eOD06dOIjIwURtMXLlxAfHw8IiMj0aVLFyGNlJQUNGrUSHhdp04dLF++HMuXL8f169exYsUKfPzxx2jRogU8PDzU8i+9K5Kdna22vPzIuewJqVRubq7e+ymTyWBsbIzJkycjICBA4307Ozut223evBndu3fHggULqpUvUHLRUdphlJWRkYH69evrlYapqSkMDQ010il9re+n53Xq1FHbTlus2t4vm0/p/+U7hbIdsLm5OSQSCS5fvqyRR9lPuvXRv39/9O/fH9nZ2Th06BCmTJmCsWPHYv/+/bVWtqX1tKJ9LioqQkhICObNm4cRI0YIy8tv4+HhgbZt2+LHH39Eu3btYGVlBV9fX71irWgfKopNn/ovk8kgk8l01g1teWpbt6r1oLLY9Y2lJtpHeRKJBDk5ORrLy36CqO1JQPqcI6rTRvTdz+rGVFXm5ubIzMwEEanlmZGRIcRSlT5G3zxL8yjrVY+1vspfeJXma2lpqbFuTZ4Hy6cLAKGhoWjVqpXG+46OjkhKSqp2+qWKiooQGhqKSZMmYeTIkWrvKZVKTJw4EQ8fPhR+H6S8mqhzLi4uSE5ORl5entqALCEhQecTofS9VvkzYq7utUZVVdaX61sGFdGnfTP9vHV3QCqSl5cHU1NTtQYZGhoKQHPUWdEo1NbWFq1atcK+fftw8+ZN4Qd2vL29ERkZiaioKKFzyMvLA6D+6d+5c+dw9+5dIY+7d+8iPDxceL9FixbYsGEDDA0NcfXqVY38TUxM0LBhQ40TdGRkpNprhUKhcVGia9qUtn03MDCAh4cH7t27B1dXV+HP2dkZYrFYa+dRus/lP+38/vvv1dKuTPv27aFUKlFQUCAsS09Px82bN9Vun1aUnrGxMdzd3YVPEkudO3cOADSmzeji4uICmUyGU6dOCcuKi4vh4+ODHTt2wN3dHUZGRlrzMTc3R9OmTYWpAmVvwRYWFuLkyZPC644dOyIvLw9FRUVq5S2VSuHg4KBXrAAQHh4uPP/f1NQUgwcPxrhx43DlyhUA+petNqXlrU/ZltbT8redjx07JvxfVFQElUqlVl8yMzOxf/9+jWMbEBCAH3/8EXv27MHHH3+s9VO8qnBxcUF8fDyKi4u1xqZv/W/btq1a3QCAKVOmaJ2C5eLigoKCAly/fl1YduXKFbVPX/WpB5XFXpGqHMPqaNq0KZ4/f47ff/9dWHbmzBm1x8IqFArk5OSgsLBQWKbPuak6bUTf/dR2voyPj9dI71U/oWzfvj3y8vJw6dIljXhKY6lKH1OR0lj1OUf9ma5evao2AFUqlQDUp0uVqqnzYHnu7u4wMTHB06dP1dK1trZGnTp1tN5NqYiuehAREYE//vgDn332Gdq3b6/2N2bMGCgUCuG6Q992UNU65+fnB5VKhYMHDwrLcnNzcfToUfTq1UvrNvpcq5TGXNPtpLrXGrroyruyvlzfMqgoD33aN9PPX2oA4unpiZSUFOFW7rp16xAdHQ1bW1vExcUhIyNDqOiHDh1Su0goz9fXF2vWrEHz5s2Fyurt7Y3Dhw/jzp07wqez7u7ukEgkWL16NR49eoSIiAgEBgbCz88PCQkJePr0KR48eICBAwdixYoVSEhIwK1bt7Bw4UIYGBiozX8ua/jw4di7dy82btyIq1evYunSpTh79qzaOh4eHrh48SLi4+NBRPj111/x66+/6twniUQCqVSKU6dOITY2FoWFhZg5cyb27t2LJUuW4NatW4iNjcXIkSPh5eWl87a9p6cnjh07hgsXLuD+/fv4/PPPhU/WlUqlXp+WTJgwATk5OQgICMCtW7dw5coVDB8+HAqFQvg+iaWlJR4/foyoqCjcv39fazozZszAoUOHsHLlSty/fx8nTpzA5MmT4ePjI8wBr4xCocCYMWOwaNEi7Ny5EzExMfjss8+gVCrh5eUFKysrjBkzBosXL0Z4eDgePHiAHTt2YO3atZgyZQqMjIzQoEEDdO7cGYsXL0ZERARiY2Px6aefQiwWC/n06NEDbdu2xYgRI3Dq1Cncu3cPu3btQtu2bbF27VphvfHjx2P8+PE64121ahWGDBmCyMhI3L17FydPnsSPP/4ozKnWp2y1sbS0xOXLlxEbG4vnz5/rVbbDhg1DeHg4Nm/ejKtXr2LFihVqA2exWIw2bdpg+/btuHPnDuLj49G3b1/07t0bqampSEhIgEqlAgD4+/vj4cOH2LdvX438GNywYcPw5MkTTJs2DVeuXMHevXs1pkfoU/+nTp2KiIgIBAUFQalUIjg4GGvWrNGYbw8Affv2hZmZGQIDA3Hx4kWcPn0aEyZMUPuET596oE/s2lTnGFZVnz59IJVKMXnyZNy8eRNnzpzB9OnTUa9ePWEdDw8PEBFCQkIAlHwyW7aO66JvGylPn/308PDAvn378Pz5cxQUFGDx4sV4/vy5Wjrly686evXqhRYtWmDcuHG4ePEi7ty5gy+//BJKpRLTpk0T1tO3j9GmfD+mzznqz2RpaYmAgABcv34dMTExmDVrFpo2bar117Gre4wro1Ao8OmnnyIoKAh79uwRzo09e/as0u/YaOsny9q2bRtatmyJ5s2ba2wrFosxYMAAoa3q0w706efKc3R0xOjRo/HFF19g586dOHbsGAYNGgSg5PyvjT7XKqUxV9ROKisfXapzraFNRW20sr5cnzKobP/0bd9MD3/mN9yro7KnYJX+pkcpDw8PCggIEF7PnDmTbGxsyNzcnIYNG0bp6ekUFBREEomEJkyYQCqVinr16kVisZi6deumM45Dhw4RALWnQzx79oxEIpHGc7Z37dpFDRs2JKlUSl26dKH4+Hg6cuQIKRQK4QlIO3bsIHd3d5LJZKRQKKhz58508OBBnfnn5uZSQEAAKRQKksvlNGTIEPruu+/Uni6UnZ1N/v7+ZGFhQdbW1jR8+HDht0JKnzxR/vnVX3/9NclkMrK2tqa0tDQiKvlNj9atW5NYLKY6derQgAED6MaNGzpje/78OQ0YMIDkcjnVq1eP5s+fT0VFRdSzZ08yMTGhH374QWMbXb8D4uXlRRKJhORyOb3//vt09epV4f379++Tq6sricVi+uqrr3TGs2XLFnJ1dSVjY2OqU6cOjR07Vtg3osqfglVa3pMmTSI7OzuSyWTUqVMnOnnypPB+fn4+TZ8+nerXr09GRkbUqFEjWrRokdqjTO/evUu+vr5kYmJCtra29NVXX9HcuXPVHkVY+gxya2tr4TclVq5cqRaLl5cXdenSRWesT548oeHDh1OdOnVILBaTk5MTTZgwQe2JUZWVrTaHDx8Wfj/n119/1ats8/LyaOzYsWr1NCwsTO2JaLGxseTh4UESiYRcXV0pLCyMkpKSyNnZmczMzNSeSNe7d+8K972Uvr8D8u2331L9+vXJxMSEOnfuTJcvX9Z4FKI+9X/9+vXUpEkTMjExoWbNmqn9tkD5Nnb8+HFyc3MjY2Njatq0KYWFhan9RgaRfvVAn9jLq84x1Kaip2ARER04cICaNm1KJiYm1L59ezpz5gy5urrS9OnThXUWLVpE9erVI4VCQV5eXkL8pY+qLH0KVvnfqdCnbLSpbD8TExPJ29ubTE1NycHBgebPn0+zZ89WO59rK7+y9O2HkpKS6KOPPiJzc3MSi8XUrl072rdvn9o2VeljytPWj+lzjipP21Ow5s6dq7YOANq8ebPavgGgI0eOEFFJ/e/Rowdt2rSJGjZsSGKxmDp27Ei///67sE35NlLZMdZWzqW/f5KYmCgsK33qY+kTuAoLC+lf//oXOTk5kbGxMTk6OtLEiROF/lDf46etnyR6+dsfX3/9tc4yPXjwIAEQfgOjsnZQvp/TN8bc3FwKDAwkGxsbkkgk1K1bN42nDZanz7WKPu2kfPn4+/uTl5eXWl4HDhwgAGpP06zsXKut/k2fPp0aN24svC7fRsvX4cr6cn3KoPz+afsdkIrat77H8O9ORMTfiHlbhIWFYdCgQUhJSan2E2fYm+/q1asICgrCzz///LpDqVUpKSlwdnZGSEiI8GkeezOlpqZCJpMJ013z8/NhZWWFZcuWYeLEia85OlabPvroI6Snp+P48eOvOxTG2FvkLzUFi7G/gh07duD9999/3WHUmtTUVFy4cAEDBgxAixYtMHDgwNcdEqtARkYGnJ2dMWLECMTHx+Pq1av49NNPYWhoyMeOMcaYXngAwtgbZtmyZRqPqf0r27p1K7p27QpTU1OEhYW98pfP2Z9LoVAgIiICz58/h7e3N7p06YL79+8jIiICdevWfd3hMcYYewvwFCzGGGOMMcZYreGPGhljjDHGGGO1hgcgjDHGGGOMsVrDAxDGGGOMMcZYreEBCGOMMcYYY6zW8ACEMcYYY4wxVmt4AMIYY4wxxhirNW/EAOT+/fvw9PSERCLBqlWrXnc4AIClS5eiTp06sLKyAgDY2Nhg4cKFrzkq3Wo6vo8++gg9evTQe/2rV69CJBLh9OnTNRYDY4wxxhj76zF63QEAQEhICK5fv46IiAi4uLi87nBQUFCAefPmYfTo0fjiiy8AACtWrECrVq1eKd1BgwahT58+GD16dE2EqaYm4itr/PjxyM/Pr7H0GGOMMcYYA96QAUhqaioaNGiArl27vu5QAACZmZlQqVR477330Lp1awDAqFGjXjndmJgY9OnT55XT0aYm4iurZ8+eNZoeY4wxxhhjwBswBcvb2xtr1qzBtWvXIBKJsGTJEqxduxZ2dnbYv38/7OzsMHPmTABAcnIyhgwZAisrK5iYmKBVq1YIDQ0V0rpx4wZEIhEiIiLg6+sLc3NzODk54YcffkB0dDQ6duwIhUKBNm3a4OLFi1rjOX78OGxsbACU3LGQSCQA1Kc46Ypvy5YtaNmyJWQyGWxsbDBw4EAkJycDAEQiEe7evYtPPvkEFhYWWvO+fPkyRCIRwsPD0a1bN5ibm8PGxgYzZsxAcXFxhXmXjW/9+vWwtbXFhQsX4OnpCXNzczg7OyMkJEQtv+3bt8PNzQ1SqRQtWrTA1q1bhffKT8EyNzfH0qVL8cknn8DW1hYymQwffPABnj17pvPY7t69Gx06dIBcLkfdunUxdepU5ObmCu8nJSVh8ODBsLOzE2LYtGmTzvQYY4wxxthfAL1m6enpFBAQQK6urpSSkkI5OTm0adMmkslk5OvrS4cPH6Y7d+5Qfn4+ubq6kru7O506dYpu3bpFQUFBBIDCw8OJiCgxMZEAUMeOHenGjRukUqlo+PDhZGZmRn5+fvTw4UPKy8uj7t27k6enp9Z4CgoKKCEhgQBQSEgIPXv2jIiIrK2tacGCBUREWuOLjIwkkUhEmzZtotu3b9OFCxeoa9eu1LlzZyIiSk5OJgAUHBxMz58/15r3lStXCAA1a9aMLly4QEVFRbR//34yMjKizZs368y7fHybN28msVhMffr0oaSkJCouLqagoCAyNjam5ORkIiIKCwsjQ0NDWrZsGSmVSlq5ciWJRCL66aefiIho4MCB5OvrK8RmbW1NVlZWtG3bNioqKqKbN2+So6Mj+fv7q8UeFRVFRET79u0jADR79mxKTEykw4cPk4ODA40YMUJI09fXl7y8vCg6Oppu375N69atI0NDQzp69GiV6hBjjDHGGHt7vPYBCBHRxIkTyc3NTXi9efNmAkAHDhwQlpVe0F6+fFltWy8vL+rRowcRvRyArFixQng/PDycAAgX1kREa9euJYlEojOelJQUjW3KX+CXj2/dunUklUqpoKBAWPb48WO6cOECERHl5uYSANq6davOfEsv4kvzKdWzZ0/q0qWLzrx1xXf69Gnh/QcPHhAAOnToEBERvfPOOzRw4EC1NGbNmkWrVq0iIu0DkLKviYi++eYbkkgklJWVpTEA6dSpE/n4+KitHxoaSiKRiJKSkoiIyNbWVmNfz58/T48fP9ZZRowxxhhj7O322qdgVaRz587C/zExMZBKpXB3d1dbp3379oiNjVVbVvaL7AqFAgDg6uqqtiwvL++Vv2RdNr7u3btDJBKha9eu2Lx5M+7duwc7Ozt07Nixyum2a9dO7bWbmxtu376tM29dSr+/AgCWlpYAgLS0NAAl5dmhQwe19ZcuXYrJkydXKa68vDw8fPhQbXlxcTGUSiX8/PzUlr/77rsgIsTFxQEA+vXrh8WLF2P69On47bffUFBQAE9PT9jZ2VW6b4wxxhhj7O30Rg9AzM3Nhf8zMjIgl8shEonU1jEzM0NmZqbaMhMTE420Sr/LURYR1Vh8Li4uOHfuHBo3bozZs2ejUaNG6NSpE6Kjo6ucrlwuV3ttamqK9PR0nXnrIpVKNZYREXJycpCfnw9TU9NXjguARmw5OTlQqVQICgqCRCIR/ho3bgwAePToEYCS76osWrQIkZGR6NmzJ+rUqYPZs2dDpVJVKS7GGGOMMfb2eCOegqUPc3NzZGZmgojUBiEZGRl6XYzXhtatWyM0NBRFRUU4ffo05s6diz59+ghfRNdX+QFVRkaGcAejJshkMshkMmRkZLxyXEDJ3ZWyd5NkMhmMjY0xefJkBAQEaKRTeoejdJ3JkyfjyZMn2LFjB+bOnQtbW1tMmzatqrvFGGOMMcbeAm/0HZCy2rdvj7y8PFy6dElt+blz5zSmEr0OFy5cwLlz5wAAhoaG8PHxwYIFC/Ds2TM8fvxYWE+fuy6nTp1Se61UKtWmkNWEtm3bauQzZcqUCqdgaYvL1NQUjo6OassNDAzg4eGBe/fuwdXVVfhzdnaGWCyGpaUlXrx4ge+//x6FhYUAIDzRq3Pnzrhy5UoN7SVjjDHGGHvTvDUDkF69eqFFixYYN24cLl68iDt37uDLL7+EUql8Iz4t//XXXzFgwAD8/PPPuHPnDmJjY7F69Wo0bNgQTk5OkEgkkEqlOHXqFGJjY4ULb23279+P3bt34+7du/j2229x7tw5fPLJJzUa79SpUxEREYGgoCAolUoEBwdjzZo16NSpk85t/vjjD8yfPx937tzBoUOHsG7dOgwdOlTr9LaZM2di7969WLJkCW7duoXY2FiMHDkSXl5eyMzMhIGBASZOnIhPP/0UsbGxuHv3Lnbt2oWYmBj4+PgAAM6fP49OnTohPj6+RvedMcYYY4y9Pm/NFCwjIyMcPXoUU6dORc+ePZGbm4uWLVvil19+Qffu3V93eJg7dy4KCgowY8YM/PHHHzA3N8c777yDw4cPC1PGZs+ejaVLl+LgwYO4ffu2zt8DWbBgAbZv346AgABIpVIsXLgQI0aMqNF4Bw4ciPXr12PFihVYunQpGjRogODgYAwbNkznNmPHjkVaWho6duyI3Nxc9OvXD8HBwVrX/fDDDxEaGoolS5YgKChIKI8TJ07AzMwMABAREYE5c+bg3XffRX5+Pho1aoSvv/5a+KX49PR0XLhwocpTxRhjjDHG2JtLRK/6TWxWY65evYpWrVohKioK3t7erzscNTY2NpgyZQrmzZv3ukNhjDHGGGNvsbdmChZjjDHGGGPs7ccDEMYYY4wxxlit4SlYjDHGGGOMsVrDd0AYY4wxxhhjtYYHIIwxxhhjjLFawwMQxhhjjDHGWK3hAQhjjDHGGGOs1vAAhDHGGGOMMVZreADCGGOMMcYYqzU8AGGMMcYY8F90rAAAIABJREFUY4zVGh6AMMYYY4wxxmoND0AYY4wxxhhjtYYHIIwxxhhjjLFawwMQxhhjjDHGWK3hAQhjjDHGGGOs1vAAhDHGGGOMMVZreADCGGOMMcYYqzU8AGGMMcYYY4zVGh6AMMYYY4wxxmoND0AYY4wxxhhjtYYHIIwxxhhjjLFawwMQxhhjjDHGWK3hAQhjjDHGGGOs1vAAhDHGGGOMMVZreADCGGOMMcYYqzVv3ABkyJAhEIlE2LRpU42l6eDggHnz5lW63urVq9G4cWOYmJjA1dUVO3furLEY/s5atmyJwMDA15r2mTNnMHDgQNjZ2UEsFqNevXoYMmQIlEqlzm2Kiopgb28PkUiEhISEGon39u3bEIlEOH78eJW2KyoqwsqVK+Hm5gZTU1O4urpi2bJlKCoqqlK+Ff3VrVsXADBixAh4e3tXed/Ks7GxwcKFC185nWfPnkEkEiEsLOyV0/q7qaljUJGrV4sgEqXh9GnVn5rPX82IEdnw9s583WEAAGxs0rFwYR4AYM2afBgZpb3miGpPbZxfyrbDNWvWwMjI6E/LS5erV69CJBLh9OnTAICPPvoIPXr00PpebSibf22pzbIvv3/Hjh2Ds7MzTExMEBMTUysxvOneqAFIeno69u/fj9atW2P79u3VTsfW1hb37t2r0jabNm3CjBkz8Nlnn+HYsWMYOnQoRo0ahf3791c7jjdZdcrobRUcHIwuXbrg6dOn+Oabb7Bv3z4EBQXh999/R6dOnRAaGqp1u4iICDx//hwuLi7YsWNHtfK+du0aGjZs+CrhAwD+9a9/Yc6cORg1ahQOHz4Mf39/zJkzB99++61e29vb2+PYsWPC3+zZswEAoaGhwrKffvrpleMsa8WKFejdu3eNpvl3Ud16U75d8zFg+lixQobevY1rLL2/U/9SVd26dcO6detqPN1BgwZh27Zteq8/fvx4TJkypcbjeFvyf1WV1fHy+7dw4UJYWVnh/PnzcHV1rY0Q33i1PwyvwK5duyCTybBy5Ur06NEDt2/fRpMmTaqUxoMHD5CSklKlbYgIixYtwsSJEzFz5kwAQNeuXXHjxg1888036N+/f5XSe9NVp4zeVnFxcZg6dSrGjRuHjRs3qr03btw4DB06FOPGjUOnTp006tq2bdvg5+eH9u3b47vvvsPChQshEomqlH9NfNJRWFiI4OBgTJ06FbNmzQIA+Pj4ID4+Hnv27MGMGTMqTUMqlap9GvP48WMAgJeXV40MkLQZNWrUn5Lu30F16o22ds3HgOlj1ChxjaX1d+pfqsPNzQ1ubm41nm5MTAz69Omj9/o9e/as8Riq4nXn/yr0qePl9y81NRU+Pj5o27btnxnaW+WNugOybds2DB48GN27d0eDBg00pkAplUqIRCKNaTNNmjTBjBkzcPLkSTRo0AAA0KhRI3zwwQfCOoaGhvj3v/+NunXrQiKRoHfv3nj69CkAIDExEffv38eAAQPU0u3Xrx+io6ORkZGhNd6+ffuib9++astCQ0MhEomQlZUFAEhKSsLgwYNhZ2cHqVSKFi1aaEwv2717Nzp06AC5XI66deti6tSpyM3NFd6PiopC165dYWFhATMzM3h7eyMyMlJnORYWFmLGjBlwcnKCRCKBo6Mjpk2bhoKCAp1l9PTpU3z88cewt7eHVCpFs2bNsHr1aiHNGzduQCQS4cSJE/jggw9gY2MDOzs7fPHFF2rTgM6cOYM2bdrAxMQELi4u+PnnnzXiUyqV6NmzJ2xsbCCXy9GxY0e1KUlr166FnZ0d9u/fDzs7O2FQqE/a5a1ZswZmZmZa7xQYGhpi3bp1KC4uxvr169XeK70b5+/vD39/fzx48AAnT55UW6ey4z9//nyMGjUK9+/fh0gkwqpVq4T1srOz4e/vDzMzM5ibm2Pq1Kk6p1MZGhri8uXL+Oc//6m23MnJCampqZWWQXUYGRnhl19+gYuLC0xMTNCqVSuNdldZvS077eDatWsQiUQ4cOAA3Nzc0LFjR515b9y4EU5OTpBKpfDy8sK1a9c01vnuu+/QokULmJiYwNraGv7+/njy5InaOtu3b4ebm5vQ7rZu3Sq8p0/btbOzw6pVq/Dpp5/CxsYGlpaWmDFjBp4+fYoBAwbAysoKTk5OGp86Xrp0Ce+99x5sbGygUCjw4Ycf4v79+8L7Q4YMweDBg7F161a4uLjAzMwMHh4eOH/+PADorDcVtRtd7br8FKwzZ86ga9eukMlkkMvl6N69Oy5evCi8v379etja2uLChQvw9PSEubk5nJ2dERISovN4aXPpUhHeey8TNjbpUCjS8OGHWbh/v1h4v6gI+OqrXDRp8gJSaRocHNIxcWIOsrNfpjFkSDYGD87C1q0FcHF5ATOzNHh4ZOD8+ZdTvaKiVOjaNRMWFukwM0uDt3cmIiO1TwU7dkwFkShNbXsAiI4umUIWEaHSK/a1a/NhZ5eO/fsLYWeXjsmTcyGXp2HRojy1dIuKAFvbdMyZkwtdjIyAX34phIvLC5iYpKFVqwwolS/PAyoVMH9+LlxdS8qpWbMXWL8+Xy2Np08JH3+cDXv7dGGd1atfruPllYn339ec6tW7dxbeeadkedkpWGV16ZIJPz/Nbf/xjyx07qzZL+qqh/n5+Zg5cyYcHR0hFovRoEEDzJ07FyqVCgkJCRCJRIiKihLS2b17N0Qikdp5+ebNmxCJRLh48SKKiorw1VdfoUmTJpBKpXBwcMDEiRORXaYCDRo0CEOGDMFXX30FuVyOgwcPAqj8/FJR/6lLQUEBvvzySzg4OEAul8Pb2xtnz57Vum75aUAqlQrz58+Hq6ur0PeW74/s7OywevVqzJgxAw4ODjA3N0e/fv2ED5JEIhHu3r2LTz75BBYWFjrjLEvbFKgnT56gX79+MDU1hY2NDWbNmoXi4pK6r+scXtm1AwDUqVMHq1atQu/evSGRSPDixQuN/FNSUvDxxx/DyckJMpkMnTp10uhzt2zZgpYtW0Imk8HGxgYDBw5EcnKyXvtbSiQS4fz58/Dw8IBEIoGzs7PaLIj//Oc/kMvlatskJydDJBLh4MGDFV5nllW6fyqVCiKRCFevXsXatWuF/MvKzMyEXC7HokWL1JYXFRXB1tYWc+bMEeIYMmQIrKyshH65bOyVXSO/cegNcePGDQJA586dIyKiefPmUaNGjai4uFhY5+LFiwSALl68qLZt48aNafr06VRQUEB79uwhAHTp0iXKyMggIiJ7e3tycXGhwMBAUiqV9PPPP5O5uTl99tlnRER04MABAkAPHjxQS/fs2bMEgJRKpdaY+/TpQ3369FFbtnPnTgJAmZmZRETk6+tLXl5eFB0dTbdv36Z169aRoaEhHT16lIiI9u3bRwBo9uzZlJiYSIcPHyYHBwcaMWIEERFlZWWRQqGg8ePH0/Xr1+natWv0+eefk0wmo9TUVK1xLViwgGxtbeno0aP0+++/06FDh6h+/fo0Z84cnWXUp08faty4MZ06dYoSEhLou+++I0NDQ/rll1+IiCgxMZEAkLu7O509e5aIiI4fP04AaM+ePURElJ6eTlZWVtS9e3eKi4ujixcvkq+vL1lZWdHEiROJiCg3N5esra2pb9++dPnyZbp27RpNmjSJTE1NKTk5mYiINm3aRDKZjHx9fenw4cN0584dvdLWplmzZtS7d2+d7xMReXp6koeHh9qydevWkYWFBeXm5hIRkbe3N40aNUptncqOf3Z2Nk2aNIkcHR0pJSWFcnNzhXJs06YNBQcHU2xsLC1btowA0O7duyuMs6zCwkJq1aoVffzxx3pvoy3Ou3fvarzn7+9PjRo1Ij8/P4qKiqKoqChq3bo1NW/eXFinsnpLRGRtbU0LFiwgIqJbt24RAGrXrh2FhIRQfHy81rgiIyMJAE2bNo0SEhLo8OHD5OHhQQDop59+IiKiHTt2kEgkokWLFlFCQgKdPHmSXF1dycPDQzhfhIWFkaGhIS1btoyUSiWtXLmSRCKRkIY+bdfe3p4cHBzowIEDVFxcTBs2bBD24ezZs1RcXEzz5s0jqVQqtMUHDx6QQqGgXr16UXx8PF28eJG6du1KTZo0oby8PKF869WrR+PHj6esrCzKyckhPz8/oXy11ZvK2o2udl32GCQkJJBEIqGhQ4dSXFwcxcXFUf/+/cnMzIySkpKIiGjz5s0kFoupT58+lJSURMXFxRQUFETGxsZC+yzvyhUVAakUFVX4vzIoIoUilXr1yqT4eBVdvKiirl0zqEmTdPpfEdDy5bkkFqfS7t35dOtWEUVEFJK9fRpNnpxdph5mUb16aTR+fDZlZRHl5BD5+WVQ8+bpRESUlUWkUKTS+PHZdP16EV27pqLPP88mmSyVUlOLNeJUqYhsbdNo1qwcteUzZ+aQrW0aqVT6xb5pUx7JZKnk65tBhw8X0J07RTR6dBa5uqarpXv8eCEBqXTzZpHWcvP3z6JGjdLJzy+DoqIKKSqqkFq3fiHsHxHRlCkl+7N9ez4lJhbR+vV5JBan0pYtecI6ffpkUuPG6XTqVCElJBTRd9/lk6FhKv3ySwEREa1enUfGxqmUnv6yTNLTi0ksTqXVq0vSsbZOowULSs51wcF5ZGhYUp+3bcsnA4NUevjw5bZZWURSaSpt2PAyhlK66uGYMWPIysqKdu/eTbdv36bQ0FAyMzOjqVOnEhGRo6MjLV68WEjns88+I0dHRxo2bJiwbOPGjWRpaUlFRUW0fPlyEovFtHv3brp16xZFRESQvb09TZ48WVh/+PDh5OrqSn379qVTp07Rs2fP9Dq/VNR/6hIYGEh16tShPXv2kFKppFGjRpFcLqc7d+78r3xftsPg4GAyNDQsc4ynkEwmo+3bt1NiYiKtX7+exGIxbdmyRVjH3t6e7O3tKSQkhAoLCykpKYnq1atHn3/+OdH/s3fmYVEc29//DsswwzKjbLIIKqKgJCKOsghiFDSJmpjERKNgNIrRqxg1LvFxCblXf2quMYsGjdGLiiSoIW6JYjC5ikgUAUVQFDDilrig7OswM+f9Y+409MwAAyKavPV5Hp6H7q6uOl116lSd7qozRHTnzh0CQJs2baJHjx7plTEnJ4cAUEpKChERjRs3jkJCQnjXevfuTZs2baLz58/T//3f/xEAio6OJqKmbXhLcwciIicnJ+rTpw8tWbKEfvvtN6qvr+eVr1QqSSaTkbu7O/3666+Um5tLkZGRJBKJKCcnh4jUY4NAIKBvvvmGrl27RmlpaRQcHEwBAQFNtos2mzZtIlNTU/Lz86ODBw9Seno6TZgwgYyMjLhy1q9fTxYWFrz7bt++TQDoxx9/bFLHtWn8fEVFReTp6UnTp0+noqIiqq+v10k/depU8vT05J3TzLGuXr1KdXV15OnpSd7e3pScnEz5+fkUFRVFAOjQoUNE1PIc+VnjmXFAlixZQh4eHtzxtWvXCAAlJydz5wyp3MTERJ2JlbOzM/n6+vLuCQ8PJx8fHyIi+vbbbwkAlZbyBxBNp/zvf/+rV2ZDJjH29vac4dFw9uxZunfvHhER+fv709ChQ3nX4+LiSCAQ0O3btyk3N5dnNIjUk8+TJ09SVVUV6WP8+PGc4mu4cuUK5eXlEZH+OiooKOCMpYYBAwZwBk4zcV69ejUvjZubGy1evJiIGurx8uXL3PU7d+6QQCDgnAS5XE7Z2dn08OFDLk15eTnPkdm2bRvX2TUYkrc+LCwsaPbs2U1eJyJ6++23ycHBgXfO19eXZs6cyR1v376dLC0teXVuSPt/+OGH1K1bN+66ph6XLFnCu69r167cYGwIixYtIktLS8rPzzf4Hn1yNuWAiMViXhtt376dAFBZWRkRtay3RPxBV/PcLRnBGTNmkIODAykUCu6cpu01E4T+/fvT2LFjefcdP36cANDp06eJiGjw4ME0btw4XpolS5bQF198QUSGOyCvvPIKd72srIwA8PTt8uXLvBcnS5cuJalUSiUlJVyaW7dukZGREcXFxRGRun4lEglVVzdMhGNjYwkAp1/aemNIv9HXrxu3wfz588nW1pbkcjl3vaKigkQiEdevNX1PU48a+QHQkSNHSB/aDsjSpdUklZZQSYmqUR5KMjIqpri4OiIiuntXRdnZCl4+H3xQzZt8h4VVkkRSTI2qiWJj6wgopqoqotxcJa9cIqL6eqKTJ+upCdNI//hHFfXqxbfzbm6lFBlZZbDs27bVElBMP/7YUI+nT6udjfT0hmeaNauKAgL0T040zycWF9PDhw1lbd+uzrusTEVlZWonISqK7zBFRFSRu3vDMxQUKOn6db6TM2BAGf3jH+pn+vNPFRkZFdO339Zx13ftUjsp9+6py27KAamuJpJKS2j9+hru3j176kgk4js0jdHWw4cPH5KJiQl9/vnnvHTLly8nCwsLqquro6lTp/L6o6enJ61atYq6du3aqL7C6M033yQiort37+q8xPjggw94L0nCwsLI1NSUNyE3xL60NH5qU15eTiKRiDZt2sSdq6uro3HjxlFSUhIRNe2AlJWVkVAopKioKF6eERER5O7uzh07OztTaGgoL820adNo0KBBRKR+sQeAduzYoVdGIsMcEM1YriEgIIAGDx5MRE3b8JbmDhr5tV/yNS7/2LFjBIBOnDjBXVcqleTh4UERERFEpH4pKBaLefbr3r17lJaW1uQza7Np0yYdW1ZWVkZmZma0bNkyImrZASHSb2u1afx8REReXl7NzlVOnz6tM7+dNWsW52BpXvpduHCBd19gYCCnG381B+SZWIKlVCoRFxeH8PBwKBQKKBQKdOvWDYGBgW3e/KvN4MGDecf29vaoqHjyEUheeeUVrF27FgsXLsSvv/4KuVwOPz8/dOnSBSqVChkZGRg5ciTvnhdeeAFEhIsXL6J3797w8PBAWFgY1q1bh/Pnz8PY2BhDhw6Fubl5k2X++uuvePvtt5GQkICSkhJ4enqid+/eTcppaWmJL7/8Et7e3nBycoKDgwNycnJ0lvj069ePd9y5c2eUlKgjpuTm5sLCwgJ9+/blrjs7O8PZ2Zk7NjU1hVwuR2RkJPr06QNHR0f06tULAHTKCggI4P43JG99GBkZob6+vtk0KpUKRkYNXeHq1as4d+4cwsLCOH184403oFKpsH///mbzMpTH0celS5di06ZN2Lt3L1d37Y2HhwdsbGx48gHqT8WG6G1TNG5TfeTm5kImk8HY2Jg75+fnx/1fX1+P7Oxs+Pv78+4bOHAgACArKwuAej30oEGDeGk++eQTzJs3r9nytfHw8OD+l0gkAMDbQKg5V1ZWBgBIS0uDr68vbxmEi4sL3NzcONkAcEtHNHTu3BkAuL6kTWv6TVNkZmZCJpPB1LRhs7GlpSU8PDx4sgH8ft6SbNqkpSng62uMTp0a9ku5uBjBzc0IWVnq5UW2tgIkJtbD378cLi6lcHAoxdattSguJl5e7u7GaFRN6NxZ8D9ZCL17G8HDwwhhYVVYt64W588rYWwMDB1qgiZMIyZMEKKgQIXLl9VyXLigxPXrKkyaJDRYdg0BAQ3LaAIDTdCnjxF271YvfVKpgAMH5Jg6tfm9FR4exrCxaSjL3l5thyoqgKwsJeRyYORI/ubwF14wwbVrKvxvpSAsLQX48staeHuXw8lJXZc5OUquLh0dBQgONsGBAw1LiH74QY6QEBN06dL8njaxGJg4UYjduxvuTUiQ4/XXhZBKDdsPd/HiRSgUCr19tqqqCgUFBQgJCcFvv/0GIsKDBw9w7do1zJo1Cw8fPuQ2+qakpHDr6m1tbZGYmAh/f3+4uLjAwcEBW7du1ekLHh4esLa25o5bsi9A68fPS5cuoba2lmdvhEIhEhISWtznkJWVBblcrteWXrt2jVsOCjQ/9rYXQ4YM4R0HBATg6tWrOucaY+jcoTnbn5aWBjMzMwwdOpQ7Z2RkhCFDhnC2afjw4RAIBAgODsa2bdtw48YNdOnSpdnlvIY8p0QigZeXl85zdjSBgYHo06cPt/VApVLhwIEDmDp1KgC1/RaLxfD29ubdN3DgQB37/VfhmXBAkpKS8Oeff2LlypUwNTXl/lJTU/H999/z1pW3FQsLC96xQCAAkdpAayYLmkmEhtLSUt71trBlyxasWbMGp06dwogRI2BnZ4elS5dCoVCguroaCoUCUVFREIlE3F/Pnj0BAHfv3oWxsTFSUlIwfvx4bNu2DTKZDN27d282RHB4eDgOHTqEkpISTJ48Gfb29njzzTe5PS/a1NfX48UXX8Tx48exYcMGnDt3DllZWXo3SzWeNGnQ1GNFRYXe643XUxYUFGD48OGora1FXFwczp8/3+SGW6lUyv1vSN76cHFxQWFhYbNpbt68CVdXV+5Ys1cgODiY00Vra2tUV1c/VnS2xjSnj02hUqkwY8YMbN68GUePHn2i0Y30yQeo29oQvW2Kxm2qD33t3LiNq6qqoFKpuIm/BisrK+7+6upq1NXV6TxDWzAzM9M5JxKJdM5p2q68vBy//vorr15EIhF+//13Xr3o0+XG+WjTmn7TFOXl5Tr1BqjrTtv5ba6ft1wO4ddfFRCJSnh/v/+uwt276vXkc+dWY9WqGkRGinDqlARZWVLMmKFb12Kx/kkuEcHYGEhJkWD8eCG2bauDTFaO7t3LeJNlbYYMMYGjowD796tfSiQkyNG9uxHnTBgiuwbtCfj06WaIj5dDoVDvTSkvJ0yY0LwDYmHBz0MT44KIoP7ABQwbVsGT5d131fsc7t1Tob4eePHFChw/Xo8NG8xx7py6Ln18jHn5TpggRGJiPWpr1c5NUlI9Jk3SrW99RESYITtbiYsXlaipARIT6/Huu4bdC4DbQ9lcnw0NDUVJSQlyc3ORnJwMb29v2NraYtCgQUhJScGNGzdw69YtbkI/d+5crFq1CpGRkTh16hSysrIwY8YMnbK17U1L9gVo/fipcQLaYm80dTNs2DCevXj33XcBNAQLAR6vTxqKdn1ZWFjw9tVop2nN3KE5219eXo66ujqIxWJePezYsYOzmx4eHjhz5gx69uyJpUuXokePHvD398e5c+da9YwCgYDTveae82kwffp0xMfHQ6FQICUlBeXl5ZgwYQIAdR1ZWlrqBMLRZ7//KjwTUbB27tyJwMBA3iZdQL1xbdiwYTh48CAmTpzYZASix3VQNG85CwoKeBPRvLw8GBsb896CNkbfpFFbFlNTU8ybNw/z5s3D/fv3ERsbi+XLl8Pe3h7z58/nrk+fPl0n/y5dugBQb+Bav3491q9fj9zcXGzYsAHvvPMO+vbtC5lMple2V199Fa+++iqqqqpw5MgRzJ8/HxEREXrDCqelpSE7OxunTp3ivRkoKipCjx499OavDwsLC70b9jWOHADs3bsXCoUC8fHx3ETu1q1b7ZK3PoYNG4bt27fjjz/+0Pu15OHDh7hw4QK30V3zNe7999/H5MmTeWkzMjIwZ84cLi9D2r89mTt3Lg4cOID//ve/3Bv/p4G5ublBetsWLCwsmnwRoLlubGysowuaY6lUCnNzc5ibmzcZPAIwrO+2BalUiqCgIJ2IawB0Br3W0NZ+oy2bvjopLy+Hk5NTm2XTLUeAoCATbN2qOyGzshJAqQRiYuqwYoUY4eENE3T1CrfWYWcnwPr1YqxfL0ZurhIbNtTinXeq0LevMWQyY530RkbAW28JceCAHCtXivDDD3JMnNggQ0uyN8eUKWZYtqwGJ04ocPhw674S6ENzb1ycBZ5/XneodnExQlqaAtnZSpw6ZYUhQxrSFBURGpvuceOEiIysRlJSPaqr1fX8+uuGhd2VyYzh42OMffvkGDDABNbWRggJMXzqoJl4NtdnHRwc0LdvX6SmpuLixYvcOBQUFITTp0+DiNCzZ0/06NEDSqUSMTExWLFiBcLDw7n8tO2GPlqyLxpaM37a2dnpfT5D0NRNXFwcnn/+eZ3rLi4urc7zcdCehFdWVjb7kq+95g5SqRQikQgXLlzQudb4a1W/fv0QFxcHpVKJ06dPY/ny5Rg9ejTu3Lmj92WRPogINTU1PIeusrKS+8qvb575JMf1xkyZMgXLli3DiRMncPjwYbz++uucjkilUlRUVICIeDKWl5dzaZ7UHPlJ8dS/gGiiDYWHh2PgwIG8v8DAQISGhnLLsDRvUBobjAcPHuh949qaNwM9e/ZEr169cODAAd75gwcPNrvUSSKR6BivxstPysrK8O2333JLgDQRnQICApCTkwMjIyPIZDLcuHEDnp6e3J+bmxuEQiE6d+6MwsJCHDp0iMuzb9+++Prrr2FsbIxLly7plevQoUPcZ2sLCwuMHz8eM2bMQE5ODi+dpo5qa9XRTxovuTlz5gwKCwtbVY8eHh6Qy+XIzc3lzuXk5PDe4tTW1sLCwoL3FlkTxaG5sgzJWx9z5syBSqXCwoULuWgeGlQqFSIjIyEUCjFr1iwADV/jZs2apaOP06ZNg0Qi4eRtqf01tMdbqtjYWOzYsQPHjh17qs4HAIP0tq14eHggOzub11bHjx/n/jc1NYW3tzdSU1N59505cwYAuGUQPj4+SE5O5qWZP38+twTL0LZrLb6+vigoKEDPnj15dWNkZARHR8dW5dVYb1rTb5rSt4EDByIjI4MXzae0tBRXr17VWa72OPj6mqCgQImePY3g6dnwZ2SkXg6kVKqjOzVeelRRARw+XI/WdJXCQhUOHWpYXtm3rzG+/toCxsbqH0dsigkThLhwQYlff1UgL69h+ZUhsjeHra0Ar75qivj4OiQkyFv1lUAf3t7GMDNTR7lqLIuNjQB2dgKYmQH/M928ujxzRoHCQhWvLu3sBBg+3ARHjtTj4MF6jB5tConEcOdo+nQz7Nsnx969dXjnHSGMDJg5aPTQ29sbJiYmevusVCrllhKGhoYiNTUVycnJCA4OBgAu4mPj5VdKpRIKhYI3XlVUVODw4cMt2tqW7AvPfyh7AAAgAElEQVRg+PjZOE9zc3OevVGpVBg6dGiLS8i9vb1hZmaGBw8e8OyFjY0N7OzsDJ5Ua3jcsUb7hwjT09ObDRncXnMHX19f1NbWQqlU8upBE+EMUDs7GjuvWYa+atUqPHz4sMV5gDaNn7OyshJXr17lnlMikaC6upq3dLupsaG9v0DZ2tri1VdfRXx8PBISErgvYYDaftfW1uL8+fO8e86cOcPZ79bMkZ8FnroDEh8fj/r6erzxxht6r48fPx7Hjx/H3bt34erqCltbW8TGxkKhUKC0tBRz587lrfHUTH6OHDnCm6y2xIoVK7B161asW7cOycnJWLx4MY4ePYqVK1c2eY9MJkN6ejqys7NBRDh27BiOHTvGXTcyMsKcOXPw3nvvISsrC4WFhYiPj0dmZia31nHx4sXYv38/1q1bh/z8fGRlZWHy5MkIDAxERUUFbt26hXHjxmHDhg3Iy8tDfn4+Vq9eDSMjoybXVH7xxReYMGECTp06hcLCQpw8eRL79u3jytSuI29vb4hEImzcuBF3795FUlISIiMjMXLkSOTl5TX56VmbMWPGwMrKCpGRkUhPT8fp06cxe/Zs3htxPz8/FBUVcZ9WN2/ejHPnzsHe3h4XL15sNuRxS3nro0+fPoiOjsb333+PwMBAbN++HYmJifjmm2/g7++PAwcOYOfOnZyR27lzJ5577jn06dNHJy+hUIixY8dyy7Baan9NXd+7dw8pKSm8UKytoaamBsuXL8fLL7+MyspKnDx5kvenmVBu3ry5XX7B3BBa0tu2MnHiRNy/fx8ffPABcnJysH//fp1lb4sWLcKRI0fw2Wef4ebNmzhx4gTmzZuHoUOHcs7ZggULkJSUhKioKGRkZGDTpk346quvuHXohrRdW5g1axYqKysxdepUZGVloaCgAKtXr4aXl1erlgpo640h/aYl2zd79mxUV1dj+vTpyM/PR05ODiZNmgSJRNKuvxcya5YZKisJU6dWIStLiYICFVavroWXVxnOnVNAKAT69zfGrl11uH5dhexsJcaMqcCoUaYoLibk5amgMOBH1W/dUmHcuEps2FCLvDwV8vNVWL26BkZG/P0Z2gQEmMDV1QgLF1bj+eeN8dxzDW9YW5K9JSIizLB7txympuoJ/+MgkQjw3ntmiIqqwd69chQWqnDypAIjRlRgyhT1m2pvb2OIRMDGjXW4e5eQlKRAZGQ1Ro40QV6eEg8eNEyQJkwQ4uef6/Hzz4Yvv9IQFibEH3+ocPBgPaZObf5ebT20trbGtGnTsHbtWhw6dAi3bt1CbGwsoqOjMX/+fC4kbUhICP773//iypUrnB0bPHgwCgoKkJSUxDkgQqEQ/fv3x65du3D9+nVkZ2djzJgxGDVqFIqLi5GXlwdFEwpkiH1pafzURiKRYNq0aVizZg12796NzMxMzJo1CxkZGQgMDGy2riQSCd577z1ERUVh7969XHkjRoxoVZ8UiUQQi8VITk5GVlZWi/sem2L//v3Yu3cvbt68iS1btiA1NVVnJUBj2mvuEBoaCh8fH4SHhyM5ORk3btxAfHw8fHx8EB0dDQA4duwYxo4dix9++AHXr19HVlYWNm7ciO7du3MrV2bOnImZM2c2W5apqSlWr16N06dP4/fff+dCLE+cOBGAemwgIi70eF5eHieDhrbOMw0hIiICu3fvhqmpKYYPH86df/nll9G3b1/MmDED6enpuH79OpYtW4aMjAx88MEHAGDQHPmZ4snucW8ZPz8/GjZsWJPXS0pKyNTUlNavX09EREePHqXevXuThYUFeXp60v79+ykgIICLIKRQKOjll18moVDI5evs7EzLly/n5btw4ULq2bMn71x0dDT16NGDTE1NqW/fvpSQkNCs7FVVVRQWFkadOnUiGxsbmjRpEu3bt48XLSgtLY2GDx9OUqmURCIR9enThz799FNePt999x3169ePhEIh2dnZ0dixY+nKlSvc9djYWPL29iZzc3OSSCQUEBBAP/30U5Ny3b9/nyZNmkR2dnYkFArJ1dWVZs+ezUX50ldH8fHx1L17dxKLxTRkyBDKzs6mxMREkkgk5OXlxUXAOH78OK8smUxG06dP545/+eUX8vLyIlNTU+rVqxclJCRQYGAgLyLG4sWLydbWlqRSKU2cOJFKS0spKiqKRCIRzZ49m4vEox2qzpC8m+LMmTP0xhtvkL29PZmampKjoyNNnDiRF0mlpKSERCIR/fOf/2wyn59++omLMmFI+9+8eZM8PT1JKBTSRx99ZHA9NubChQsEoMm/u3fvEpE6clLj8I7N0VIUrMDAQN45TahqTYQropb1Vl8ULO3n1sfnn39OTk5OZGZmRgEBAdzza6I9Eamjcnl6epKpqSnZ2dlRREQEL/IUEdGWLVvI3d2dzMzMqHfv3rR582bumiFtp89uAKBt27Zxx5roKImJidy5jIwMCgkJ4frr4MGD6ejRo62qX229IWq53+jr143bgEgdaSUwMJBEIhFZWlrSSy+9RJcuXeKu6+t7FRUVBIB2796tt720o2Cp60BBISHlZG5eTBJJMQ0erA5ZqyErS0EyWRmJRMXk6VlKCQlyun1bSW5upWRlVUyFhUoKC6ukwEB+FKkff5QTUEy3b6ujPsXG1pG3dxlXTkBAOf30k5xaYuHCagKKae3aGp1rLcmuiYKlJ5ImKZVEVlbFtHJlte5FLQx5vvp6opUrq8nVtZRMTYvJxaWU5syporKyhghU8fF11L17KYnFxTRkSDllZysoMVFOEkkxeXmVcemKi1VkalpMUmkJF1JYQ1NRsBozalQFDRnSdFQvDfr0sK6ujhYuXEhOTk5kYmJCPXr0oDVr1vDC7JeVlZGJiQkvkhUR0fPPP09GRka8sPNZWVkkk8lIJBKRp6cnJSQk0O3bt8nNzY2srKyosLBQbz8jatm+tDR+6qOmpobef/996tKlC5mbm5O/vz+dPHmyUf02HYa3vr6eVq5cSa6urmRqakouLi40Z84czg4RGTaH+ec//0nm5uZkY2OjYwuJmo+Cdf78eQJAx44do5dffpnEYjHZ2trSsmXLuDZqyoa3NHdoSn7tKFH379+nyZMnk42NDTdX+uyzz3j1tGzZMurevTtvzMnNzeXSBAYG0pAhQ3Qb6H989tlnZG1tTadPn6b+/fuTUCgkNzc32rdvHy/dmjVryNHRkSQSCQUGBnI6ogl3q0/HtWltFCwNSqWSrKysaOXKlTrXbt++TW+++SZJpVISCoU0YMAAOnjwIC9NS3PkZwkBUTt/Q2IwGAwG4/9DEhPrMXZsJW7c6AQnp7bv/3jWKCoiuLmVIibGAm+91X6/ms5gtCeXLl1CVFSUQT9S/KySmJiIsWPH4saNG+26N+9Z5JnYhM5gMBiMvx6XLyvx3HOt33z7d4KoM/74g3D+vALvvVeF998Xcc6HQNC+YVI7EqLOKC4mFBSosGBBNfr2Nca4cWrnQ/NcRG3f78VgtDexsbF46aWXnrYYbeKPP/7A+fPn8d577+H999//2zsfAMC+gDAYDAaD8Ri88kolUlIUmDBBiI0bzdHKvcPPLBs21GLZshoEB5sgJsYCLi5Pfdsog/G35JVXXkFKSgomTJiAjRs3tjoAwV8R5oAwGAwGg8FgMBiMDoO9zmAwGAwGg8FgMBgdBnNAGAwGg8FgMBgMRofBHBAGg8FgMBgMBoPRYTAHhMFgMBgMBoPBYHQYzAFhMBgMBoPBYDAYHQZzQBgMBoPBYDAYDEaH8cw6IJGRkXjuuee4Y1tbW6xevfopSvT0eO655xAZGfm0xWg3tm/fDoFAAIVC8bRFeeb55JNPYGdnB2tra1y6dAkCgQCnT59+rDwTEhIgEAjw8OFDg+/p2rUrVqxY8VjlNsfVqyoIBCXo2rUUKlX75Ll9ex0EghI8DTX76qs6mJg82R+h64gyGtNSG732WiUEghLen51dKUJCKnDqFL8RgoIq8NJLFa2W4e9mCzuKN998E6GhoU9bDB5fffUVTEya/i3k9honntR40xZ7fPPmTfj5+UEkEuGLL75oV3meFC21E+PxaMt4/HfhmXVAtNmwYQNGjRr1tMVgMDoMuVyOFStW4LXXXsPJkyfh7OyMLVu2wN3d/YmX/dZbb2Hnzp1PvBwNO3bUwcvLGPfuEX79tW0ThejoOkydWtXOkhnG5ctKdO9exh0PG2aCzZvN27UM7ed7EmU0hyFt1LOnEU6csOL+Nm40h0IBDBtWgfR0ZYfJ+nfC3t4eN27caNU92v135syZmD9/fnuL9lgMGzYMmzdv5o4vX76M7t27P3a+0dHRmDp16mPn0xJtsccxMTHIzc1FUlISJk6c+ASlazva9afdTgxGe/GXcWunTJnytEVgMDqUiooKKBQKvPjii+jXrx8AYNasWR1SdmZmJkaPHt0hZSmVQFxcHRYuFOGnn+oRG1uHESNab5oyM5/eF7XMTP7k2svLGF5exu1cBv/5nkQZTWFoG1laCvDCC/zzr78uhLt7Kb78shZxcRYdIu/fhVu3bqGoqKjV92n33xEjRrSnWO2Cl5cXvLy8uOPMzMx2ybe98mmJzp07t9oeFxcXo1u3bggODn5CUj0+2vWn3U4MRnvxTHwB+fPPPzFq1CiIxWI4ODjg448/1kmjvQTrm2++Qbdu3SAWizFs2DBcvXoVAoEA+/bta7KcjIwMjBgxAra2trC0tISvry9++eUX7vrly5chEAjw448/wsvLC76+vgCAuro6LF68GC4uLhAKhejWrRuWL1/O+6RraWmJTz/9lFdeREQEBg4cCAC4cuUKBAIBTpw4gddeew22trbo0qUL5s6dC6WyYfKSmpqK/v37w8zMDB4eHvjhhx9arD+FQoGPP/4Ynp6eEIvF6N27N7Zs2cJL06VLF2zcuBGLFi1C165dIZVK8corr+DevXtcmjt37mDChAmwtraGmZkZnn/+ecTFxfHqTyAQICMjg5e3u7s7Fi1axHsGHx8fiEQieHl54dixYwgKCsLs2bN59+Xn5yMwMBAikQhOTk7NvnEfMmQIRo4cqXP+9ddfR0BAAICW28lQ+fWxa9cueHl5QSwWo2/fvtixYwd3TalU4qOPPoK7uzvEYjG6du2KOXPmoKqq4W21IfXfmF9++QW2trYA1G8zRSKRzif/LVu2wN7eHmlpafDz84NUKoWbmxtiYmK4fBQKBSIjI9G5c2dIJBJMmjQJZWVlesvUIBAIUFhYiHfffRedOnXizhsbG+Nf//oXHBwcIBKJMGrUKDx48IBXVkt6qI+kpHrcu0d4+20zhIeb4cABOSor+WksLUvw6ae1vHMREVUYOLAcAPDCCxXYsUOOXbvkEAhKkJXV0Kfy85UIDKyASFQCJ6dS7Nwp5+WzZ48cgwaVw9KyBA4OpViwoBo1NQ3XJ0yowvjxldixQw4PjzJYWZVAJivH2bNqvfr44xpMmVKFmzfVS5S++KJO7/KoXbvk8PIqg1hcgr59y7BjR4McSiXw0Uc1cHdXX+/atRRz5lRDo0L6nk+7jLo6YPHiGri4lEIoLEG3bmVYvryGtwStS5dSbNxYh0WLatC1aymk0hK88kol7t2jx26jphCJgH79THDtWuu+gBhiC1NTUxEcHAxzc3NYWlpi+PDhSE9P56VJS0vj0ri4uGDJkiWoq6sDAHz66aewtLTkpb9z5w4EAgF++uknAMCECRMwfvx4bNq0Cd27d4e5uTlGjx6NR48eYdGiRXBycoKNjQ3mzp0LooZ6LCoqwjvvvANXV1eYm5vD398fJ0+e5K631H9PnjyJbt26AQB69OiB1157DQDw4MEDvPPOO3B2dub62caNG7l89fVf7SVYLdl6Q8erxjg5OWHVqlXc8b179yAQCDBhwgReOkdHR6xfv563tOfjjz/GlClTcPPmTQgEAt7ypNaMEy+88AJ27NiBXbt2QSAQICsry+B89uzZg0GDBsHS0hIODg5YsGABahobAi207bFGT3bs2AEPDw9YWVlBJpPh7NmzAICgoCB89dVX3Dxj3bp1AFrW4ejoaHTp0gWHDx9Gly5dsHjxYq59kpKSEBISAqlUCldXV3z33Xc4d+4cfH19IZFI0L9/f15eLemOvvrTXoJlyHyotePdypUrIZVKder7yy+/hFgsRmlpKQDgP//5D/r27QszMzPY2NggLCwM9+/f59KPGTMGY8aM4eURFxcHgUCAyiYMliHjKACcP38eL774ImxtbSGRSPDGG2/g5s2bvDQt6VBbxuO/NfQMEBISQi4uLvTrr79Sbm4uzZkzhxwcHMjLy4tLY2NjQ6tWrSIionPnzhEAmjt3Ll25coViY2Opf//+BIC+//57vWXU1NSQjY0NjRkzhi5cuECXL1+m999/nywsLOjOnTtERJSfn08AaMCAARQTE0PZ2dlERDRt2jSytramPXv20LVr1yguLo6srKxowYIFXP4WFha0fv16XpnTp08nmUxGREQFBQUEgLy9vem3334jIqJffvmFANDevXuJiKi0tJSsra1p+PDhdPHiRUpPT6eQkBCytramOXPmNFl/8+fPJ3Nzc9q1axcVFBTQli1bSCgU0vbt27k0zs7O5OzsTDExMVRfX0+3b98mR0dH+sc//kFERHV1deTp6Une3t6UnJxM+fn5FBUVRQDo0KFDRESUnp5OACg9PZ1Xfs+ePWnhwoW8eg4ODqYLFy7QyZMnqX///uTk5MQ9w7Zt28jExISGDRtGBw8epMzMTJo0aRKZmJhwbaHNzp07ycjIiP744w/uXGVlJYnFYvr6668NaidD5NdHQkICGRsb07///W/KyMigzz77jAQCAadr69evJ6FQSHv27KH8/HxKSkoiZ2dnmjdvnsH1r41cLqe8vDwCQDExMfTw4UPKyckhAJSSksLVo1AopNGjR9Pt27dJpVJRVFQUmZqacvW4atUqEgqFFBMTQwUFBbR582ZydXUlAFRUVKS37Dt37hAA2rRpEz169IiT38PDgyIjIykjI4N++OEHkkqlNGvWLO4+Q/RQH+PHV9KLL5YTEVF5OZG5eTHt2FHHS2NhUUzr19fwzk2fXkkyWRkREZWWqkgmK6O3366koiIVKRRE27bVkolJMQ0bVk4HD8opM1NBkyZVkolJMd25oyIiooMH5QQU09Kl1VRQoKSjR+XUtWsJhYdXcuWEhVWSo2MJzZxZRZWVRNXVRCNHllOfPqVERFRVRfT++1Xk4lJKRUUqqqkh2rSployNi7k8EhLkZGxcTP/+dw1lZCjos89qSCAopu+/lxMR0fr1NSQUFtOePXWUn6+kpKR6cnYuoXnzqpp8Pu0ypk2rJGvrEtqzp46uXVNSXFwdWVkV04IFVVwaZ+cScnYuoZiYOqqvJ7p9W0mOjiX0j380pGlrG40dW0He3mV67/f0LKVx4yq448DAci4/fRhiC/Py8kgkEtHbb79NFy9epIsXL9Krr75KVlZWdPv2bSIiKiwsJCsrK5o6dSqdOXOG9u/fT7a2tlwe69evJwsLC17Zt2/fJgD0448/EhFRWFgYOTg40IoVK0gul1NOTg6ZmJiQu7s7ff3116RQKOj48eMEgBITE4mISKlUkkwmI3d3d25ci4yMJJFIRDk5OUTUcv+Vy+W0d+9eAkDnz5+n8nJ1fY0ePZp69uxJycnJlJeXR//5z3/I2NiYDhw4QET6+++4ceMoJCSEiAyz9YaMV9qEh4fTiy++yB3v2bOHXFxcyNHRkTunsWkXLlygTZs2kbGxMRERVVVV0fvvv08uLi5UVFRENTU1bRonSktLSSaT0dtvv01FRUWkUCgMyufgwYMEgJYuXUoFBQV09OhR6tq1K4WHhzepo9r2OCwsjBwdHWnmzJlUWVlJ1dXVNHLkSOrTpw8n2/Tp08nT05OKioqourraIB3+5ptvyNzcnEJCQujo0aN0/fp1rn18fX3pypUrpFAoaNKkSWRlZUUjR46kP/74g2pra2n48OHk5+fHydyS7uirv8btRGTYfKi1411hYSEJBALas2cP73xQUBC9/fbbREQUGxtLAoGA1qxZQ3l5eXTy5Eny9PQkmUxGKpWKe77Ro0fz8ti9ezcBoIqKCtKHIePorVu3SCKR0Msvv0zZ2dmUnp5OwcHB5O7uTrW1tQbrUFvG478zT90B0RjL6Oho7pxKpaLevXs36YDMmTOHunTpQgqFgru+atWqZh0QuVxO2dnZ9PDhQ+5ceXk5z6BqOnXjyejDhw/JxMSEPv/8c15+y5cvJwsLC6qrUw/Chjogq1ev5qVxc3OjxYsXExHRt99+SwDo8uXLvPoRCARNOiBlZWUkFAopKiqKdz4iIoLc3d25Y2dnZwoNDeWlmTZtGg0aNIiIGjrPhQsXeGkCAwO5+wyZwH///fc6z5CSkkIAeA4IADp69CiX5tq1a7wBUJvq6mqSSqW8Ot6zZw+JRCIqLS01qJ3a6oAMHjyYxo0bxzu3ZMkS+uKLL4iI6O7du5yzquGDDz7gBh6ilutfH0VFRTyd1ueAAKDTp09z99y6dYsA0JEjR4iIqFevXvTWW2/x8p0xY0azBq+mpoYA0I4dO3jy+/r68tKFh4eTj48PERmuh9qUlKhIJCqm+PiGyWx4eCUNG8afnLbkgBAR+fmV0ZQpDY7Dtm21BBTT0aNy7ty1a0oCiunQIfU5f/8yGjqUX1ZcXB0JBMV0+7aSiNQOiERSTNXVDWliY+sIKKaq/83bP/ywmrp1K+WuazsHgweX8ybgRERLllTTF1+oB6+7d1WUna3gXf/gg2rOydH3fI3LePhQRSYmxfT557W8PJYvryYLi2L6n5kiZ+cSCg3lP++0aZU0aJB+x4HI8DbSOCD19cT93bmjog8/rCagmH7+uZ5L25IDYogtnD9/Ptna2pJc3tC+FRUVJBKJODu7bNkysre3540VsbGxFBERQUSGOyA2Nja8cnx8fHjjExGRnZ0drV27loiIjh07RgDoxIkT3HWlUkkeHh5c2Yb038TERAJAhYWFXJqCggK6fv06r+wBAwZwkzt9/bexA2KIrTdkvNJm586dJJFISKlU95tZs2bRhx9+SJaWlnTt2jXume3s7EilUulMbD/88EPq1q0bd9yWcYKIyM/Pj6ZMmdKqfPz9/Wno0KG8fOLi4kggEHCOgDb6HBCJRELVjQxFbGwsAaCq/xmKOXPm8PTGEB3WyK/RR6KG9tmwYQN37tChQzpzoOjoaBKJRLz7mtMdffXXuJ0MnQ+1ZbwLDQ3lOQ93794lIyMj+vnnn4mIqH///jR27FjePRrHX9OH2uqAtNQPly5dSlKplEpKSnhpjIyMKC4ujogM06G2jMd/Z576EqwrV64AALfcCVB/Qm58rM3Vq1cREBAAY+OG9c+vv/56s+WYmppCLpcjMjISffr0gaOjI3r16gVAvS6zMZolPQBw8eJFKBQK+Pv789IMHDgQVVVVKCgoaOEJ+WjW8mvo3LkzSkrUyyhyc3NhYWGBvn37ctednZ3h7OzcZH5ZWVmQy+U6y5NeeOEFXLt2jffZsbmyMzMzIRaL4e3tzUszcOBA3mfslrh69So6derEe4agoCBuOVFjBg8ezP1vb28PQL3vQR9isRgTJ07E7t27uXMJCQl4/fXXIZVK272dGpOZmYlBgwbxzn3yySeYN28eAPXywMTERPj7+8PFxQUODg7YunWrjl41V/+PQ+N8O3fuDAAoKSmBXC7HtWvXdPqSn59fm8pp3F6Aus007dUaPWxMfLwcQiEwerQQCgWgUACTJ5vh5EkFbt1qn3BYgwc3LB+wt1ebvIoKgkoFZGQoMXKkqZbMpiACLl5sWGri7m4MsbghTefOAgBASUnzS5c0ZGYqMGgQf2/EJ5+IMW+eGQDA1laAxMR6+PuXw8WlFA4Opdi6tRbFxYblf/GiEgoF4O/P3xMycKAJqqqAgoKGZ+nXjy9H585GzT5Ha9ro4kUlTE1LuL+uXUvxzTd1iImxwMiRhu/rMcQWZmZmQiaTwdS0of0sLS3h4eHB2ayMjAwMGDCAN1ZMnjwZ27ZtM1gWQL0EqnE5EokEnp6evDQSiYRbTpGWlgYzMzMMHTqUu25kZIQhQ4bo2NOm+m9TWFpa4ssvv4S3tzecnJzg4OCAnJwcHXvTFK2x9a2xWSEhISgvL0dOTg4AIDk5GcHBwfD19UVKSgoA4NSpUwgNDYVAIDBIVqB140Rb8lGpVMjIyNBru4gIFy9eNLgMzTJcDS21pyE6rKHxvESDh4cH979EIgEAnl5KJBLU1tZySw4fV3daM862dryLiIjAzz//zC3r/eGHH+Dk5ITQ0FDU19cjOztbb7kAWjVHaYrm+mFaWhp8fX15S5JdXFzg5uaGrKwsg3SovcfjvwNPfRO6xpA07rQAdNblNubRo0dwcnLinbOxsWm2nIKCAgwfPhzDhw9HXFwcnJycoFKp0LVrV520UqmU+7+8XL3GXNO5NVhZWfHkNxTt5wTArRuuqKjQe725utDIN2zYMJ5RV/0vTua9e/e4KB3NlV1eXg5LS0udgcHKyqpVz/jo0SOubhqjr30sLBo2pGrKJWp6IhQREYGvv/4aFy9eRO/evZGYmIgDBw5w8gPNt1NbQglWV1ejrq6OJ6s2c+fORVxcHLZs2YLAwECIxWJ88skniI+P56Vrrv4fh6byraqqAhG1qm81h3YdCAQCnv4AhulhY3burEN5OSCR6A5Mu3fLsXy5qE2y8uVukEcjGhFQXa2eTEdF1eBf/9Jd6333bsPkWizWP2FSP3/zk6nqavX+jMZyaDN3bjXi4uqwZYsFAgNNIBYL8MknNYiPlzd5T2PUH3MBiUS7/6qPKyoa9EyPuqA5NWxNG/XubYRvv23QL3NzoFcvY5ia6tzaLIbYwvLycjg4OOikaWyzSkpK4Orq2rrC9WBmZqZzTiTS1c3G/aGurqipb54AACAASURBVE7nGRQKhY7MrbEL9fX1ePHFF6FQKPDll1/C09MTJiYmGDt2rMHP0hpb3xrZunbtCg8PD5w+fRqOjo7cnouzZ88iJSUFU6dOxalTpxAVFWWwrEDrx4nW5lNdXQ2FQoGoqCj861//0rnv7t27Bpehr7405ejDEB3W0HheoqE1etleugMYNh9q7Xj3+uuvo1OnToiPj8e8efOQkJCAd955B0ZGRigvL4dKpWq3eZg+WpofXbhwQadu5XI57t69a5AOtfd4/HfgqTsgGqOgvRFHs+lIHyKRCNXV1bxzLXnwe/fuhUKhQHx8PKdEt27dalE+TafXdDwNmmPNdX1vdJrbwKYPCwsLnXKA5utCU35cXByef/55nesuLi4GlS2VSlFRUQEi4j1LeXl5s88I8J9TX9sALbePIchkMvj4+GDfvn0YMGAArK2tERISwsmvkbcxjdtJn1za8mtjbm4Oc3Nzve0CqDegx8TEYMWKFQgPD+fOPwsby8zN1SFaW9O32kpb9PDqVRXOnVNi1y4L9O3Lf3O/dWsdYmPruMmtPtVrZffSwdwcMDUF5s0TYfp03YG8SxfD39K2VI65eYOToI1SCcTE1GHFCjHCw4Xc+bIywydZUqlaVu0yNMdSads+dremjQC1ozZw4ONH5jLEFkqlUr1pysvLuRdUdnZ2TfZdoH3stj6kUilEIhEuXLigc63x15jWkpaWhuzsbJw6dQpDhgzhzhcVFaFHjx4Gy9aSrW8rISEhSE1Nhb29PZ5//nlIpVIEBQVh7ty5uH37Nm7evPnM/R6Jubk5TE1NMW/ePEyfPl3nepcuXZ5Y2YbocHvRXrqjka8x2vOhtiAUChEeHo59+/Zh4sSJSElJwTfffANAbQ+MjY0NmodpOznt1Z+DgoKwdetWnWtWVlYG6VBHjsd/FZ76EizNJ8TGn9Dq6+t50UK06dWrF9LT03mKpnkT3hS1tbWwsLDgebCaqB/NeeXe3t4wMTFBamoq7/yZM2cglUq5ZVwSiURHkbKzs5uVSRsPDw/I5XLk5uZy53JycpqMHKGRz8zMDA8ePICnpyf3Z2NjAzs7O71vSPQxcOBA1NbW4vz587zzZ86c4ZYfad4+NH7OBw8e8N4Q9erVC48ePcLvv//OnUtNTW1TKEl9TJ8+Hfv27cPevXu5tyOAYe1kiPz68PHxQXJyMu/c/PnzMW/ePCiVSigUCt4XnoqKChw+fLhdvm48DmZmZujevbvO5+njx48bdH9r5G+LHu7YUQdHRwHCw4UYONCY9zdjhhny81VIS1MvHZJIBCgt5cuTna0bjac1VW5kBMhkxrhxQwlPTyPuz83NCEJhwzIrQ2mubB8fEyQn1/POzZ9fjXnzqqFUqr/E2Ng0lFdRARw+XK+TZ1NleHsbw8QESE3lh+o9c0YBqVSAXr3aZupb00btiSG2cODAgcjIyIBc3vCVqLS0FFevXuVslo+PD9LS0lBb2xBBbffu3QgODubeqFZXV6O+vqFtWrPkpil8fX1RW1sLpVLJ6w+aKHmtRdMXNc/R2N6cOXMGhYWFOv21qf5riK1vK6GhoUhNTeWWXwHqpUO///479u7dC09Pz2ZfirWXzWxNPkZGRpDJZLhx4wavrdzc3CAUCrnlOE8CQ3S4vWgP3TF0PtRWIiIicObMGXz++efw9/fn8jM1NYW3t7fecgHw5ija87D26s8FBQXo2bMnT0eMjIzg6OhokA497nj8d+SpOyDdunVDQEAA1q5di6SkJGRlZeG9996DUChs8p633noLt27dwkcffYTCwkLEx8fj8OHDzZbj5+eHoqIi7NixA3fv3sXmzZtx7tw52Nvb4+LFi02+JbO2tsa0adOwdu1aHDp0CLdu3UJsbCyio6Mxf/58blmPTCbDwYMH8ejRI8jlcqxduxaPHj1qVV2MGTMGVlZWiIyMRHp6Ok6fPo3Zs2c3+wZGIpHgvffeQ1RUFPbu3YvCwkKcPHkSI0aMaNVvp7z88svo27cvZsyYgfT0dFy/fh3Lli1DRkYGPvjgAwCAq6srbG1tERsbC4VCgdLSUsydOxfW1tZcPqNHj4ZYLMa8efNw9epVpKamYuHChXB0dGxVXTRFWFgY/vjjDxw8eJD3Y0mGtJMh8utjwYIFSEpKQlRUFDIyMrBp0yZ89dVX8Pf3h1AoRP/+/bFr1y5cv34d2dnZGDNmDEaNGoXi4mLk5eU91V98nzhxIg4dOoRt27bh0qVL2LBhg963so0RiUQQi8VITk5GVlYWb3LWFK3VQ83vSowbJ4SRHivk62uM7t2NsGuXeu2yTGaCgwfr8egRQS4H1q6txaNH/P0HnTsb4cIFJbKylHj0yLAJyOLFYuzfX49162qRn69CVpYSkydXITCwHK35qt+5swD37qmQkqLAzZu6e1cWLBAhKUmBqKgaZGQosWmTOlSvv78JhEKgf39j7NpVh+vXVcjOVmLMmAqMGmWK4mJCXp4KCkXzz2dtLcC0aWZYu7YWhw7V49YtFWJj5YiOrsX8+WZoyw8Zt7aN2hNDbOHs2bNRXV2N6dOnIz8/Hzk5OZg0aRIkEgmnczNnzkR9fT3CwsLw22+/4dChQ1iyZAn69OnDTRqIiAu5mZeXh+jo6MeWPzQ0FD4+PggPD0dycjJu3LiB+Ph4+Pj4tCp/zeT3yJEjyM3Nhbe3N0QiETZu3Ii7d+8iKSkJkZGRGDlyJPLy8vDgwYMW+68htr6tDBs2DH/88QcOHz7MvWW3srJCv3798NVXXzX7eySdO3fGvXv3kJKSohPetDV07twZFy5cQFZWlsFj8OLFi7F//36sW7cO+fn5yMrKwuTJkxEYGNguy3uawhAdbi8M0R2g+fozdD7UVry8vODn54dPP/1U58ckFy1ahCNHjuCzzz7DzZs3ceLECcybNw9Dhw7l9oLIZDKkp6cjOzsbRIRjx47h2LFjjyUToP79rcrKSkydOhVZWVkoKCjA6tWr4eXlhXPnzgEwTIcMGY83b96MoKCgx5b5L8GT3eNuGIWFhRQSEkJmZmZkb29PH330ES1fvpwXRahxFCwiotWrV5O9vT1ZWlpyoXWhFSlCm8WLF5OtrS1JpVKaOHEilZaWUlRUFIlEIpo9ezYXWeL48eO8++rq6mjhwoXk5OREJiYm1KNHD1qzZg0X+o1IHV0iKCiILCwsqGvXrvTxxx/T0qVLuShBTeUtk8lo+vTp3PEvv/xCXl5eZGpqSr169aKEhAQKDAxsMnwdEVF9fT2tXLmSXF1dydTUlFxcXGjOnDlUVtYQ2cbZ2ZmWL1/Ou2/hwoXUs2dP7vj27dv05ptvklQqJaFQSAMGDKCDBw/y7jl69Cj17t2bLCwsyNPTk/bv308BAQG8EHw//vgj9erVi8zMzGjgwIGUmppKnp6eXKQpTdSJ+vqGqDgV6kXqtHv37iafU8OoUaNoyJAhOucNaSdD5NfHli1byN3dnczMzKh37960efNm7lpWVhbJZDISiUTk6elJCQkJdPv2bXJzcyMrKysqLCw0qP61MTQKVnP1WFtbSxERESSRSMjS0pImTJhACQkJBIDu37/fZNn//Oc/ydzcnGxsbKikpMQg+Q3RQw2Jierwt8nJ9TrXNCxaVE3W1iVUV0dUUKCkoKBysrAopq5dS+jjj2to6dJq8vFpyPvoUTnZ2JSQhUUxHTsm56JgNaoeqqggAopp9+6GiE7ffVdH/fqVkVBYTHZ2JTR2bAVduaLkroeFVVJgID9i048/quXXRMq6eVNJnp6lJBQW00cfVetEwSIi2rKlltzdS8nMrJh69y6lzZsbIlZlZSlIJisjkaiYPD1LKSFBTrdvK8nNrZSsrIqpsFCp83zaZdTVES1cWE1OTiVkYlJMPXqU0po1NdRI/cnZuYSWL69uLBYtXFhNPXuWkjatbaPmwvBq01IULCLDbOHp06cpMDCQRCIRWVpa0ksvvUSXLl3i5ZOcnEy+vr4kEom48NiaqERERGvWrCFHR0eSSCQUGBjIjSWaCElhYWEUGBjIy3Po0KEUFhbGO9ezZ0/68MMPueP79+/T5MmTycbGhkQiEfXp04c+++wz7roh/VehUNDLL79MQqGQhg0bRkRE8fHx1L17dxKLxTRkyBDKzs6mxMREkkgkXIQl7f7bOAoWUcu23tDxSh+DBg0iAHTv3j3u3Ny5c3WiV2lHwbp58yZ5enqSUCikjz76qM3jxNGjR8nGxoYsLCzo2LFjBufz3XffUb9+/UgoFJKdnR2NHTuWrly50mQ5+qJgaevJjz/+SAC4KEjaUbCIWtZhffLra58TJ04QACooKODOaSJA1dSoIwgaojva9afdToaMs20Z7zT8+9//JgsLC73jxvbt28nT05NMTU3Jzs6OIiIieJGpqqqqKCwsjDp16kQ2NjY0adIk2rdvHwHQm19T9atPPzIyMigkJITMzc1JIpHQ4MGDeZHViFrWIUPG4w8//JBX339nBERPeZ1IGyAi3L9/n7d5KyUlBcHBwbh06RL71c6nTHFxMczNzbnlbnV1dbC2tsa///1vzJkz57HyLioq4n4k6K233moPcRkMBoPBYDxliAgBAQGQyWTt8iWS8Wzzl3RAkpOT8cILL+Bf//oX3n77bRQVFWHevHkwMjLC2bNnWxXij9G+lJeXw9XVFaGhofjoo49gZGSE9evX48CBA8jPz9cb8cMQiouLUVBQgAULFkCpVOLMmTPc/g/GX48FC6rxxRftv3SH8dcjI0MCmezxN64zGIy/JjU1Nfj999+xceNG7N27F7m5uc3+/ADj78Ff0gEB1BsJ169fj2vXrqFz584YOnQo1q9fz5T2GeDcuXP48MMPkZmZCWNjY3h7e2PdunU6Mbxbw4YNG7Bs2TIEBwcjJibG4OheDAaDwWAwnl0yMjLg5+eHPn36YPPmzVwAA8bfm7+sA8JgMBgMBoPBYDD+erA1LAwGg8FgMBgMBqPDYA4Ig8FgMBgMBoPB6DCYA8JgMBgMBoPBYDA6DOaAMBgMBoPBYDAYjA6DOSAMBoPBYDAYDAajw2AOCIPBYDAYDAaDwegwmAPCYDAYDAaDwWAwOgzmgDAYDAaDwWAwGIwOgzkgDAaDwWAwGAwGo8NgDgiDwWAwGAwGg8HoMJgDwmAwGAwGg8FgMDoM5oAwGAwGg8FgMBiMDoM5IAwGg8FgMBgMBqPDYA4Ig8FgMBgMBoPB6DCYA8JgMBgMBoPBYDA6DOaAMBgMBoPBYDAYjA6DOSAMBoPBYDAYDAajw2AOCIPBYDAYDAaDwegwmAPCYDAYDAaDwWAwOgzmgDAYDAaDwWAwGIwOgzkgDAaDwWAwGAwGo8NgDgiDwWAwGAwGg8HoMJ4JB2TFihUQiUTNprl58yb8/PwgEonwxRdfdJBkTRMZGYnnnnvO4PTXrl2DQCDAL7/88gSl+utia2uL1atXP20xnigPHz6EQCBAQkJCk2mOHz8ONzc3mJmZITMzE2+++SZCQ0M7UMrW89xzzyEyMvJpi/G3QLv9DSE8PBxBQUHNpnnc/vWk+ucnn3wCOzs7WFtbG5T+0qVLEAgEOH36NAA88f7xtPrf9u11EAhKoFA8Xj5ffVUHE5OSVt/XqVMpBIISvX9du5Y+Vt7NYWtbitWra9s1zydJa+vg0iUlBIISnD79mA3bRlprq7dv3w6BQADF4yoig6GHZ8IBMYSYmBjk5uYiKSkJEydOfNriGIS9vT1u3Ljxl8nXUN566y3s3LmTO46OjsbUqVM7XI6nXQ9PgtWrV8Pa2hpnz56Fp6cnZs6cifnz5z9tsZ4JnpaeGUJ7yabd/vrQ7n+GsGHDBowaNeqx5WtP5HI5VqxYgddeew0nT5582uLopaP63+XLSnTvXtbu+Q4bZoLNm83bdO8bb5ji+HErnb89eyzbWcrHw96+FDduqFp1z1tvVWLnTvljl/049fss8izbWMbfD5OnLYChFBcXo1u3bggODn7aohjErVu3UFRU9JfJtzVkZmZi9OjRvOOO5lmohydBcXExhg4dCh8fHwDAiBEjnrJEzw5PQ88Mpb1k027/pspq3P8MYcqUKY8rWrtTUVEBhUKBF198Ef369Xva4uilo/pfZqbyieTr5WUMLy/jNt3r4mKE0NBne4pw65YKRUXU6vsyM5VoZRfSy+PU77PIs2xjGX8//hJfQIKCgvDVV1/h8uXLEAgEWLduHQDgP//5D/r27QszMzPY2NggLCwM9+/f5+4bM2YMxowZw8srLi4OAoEAlZWVAIAJEyZg/Pjx2LFjBzw8PGBlZQWZTIazZ89y9/z5558YNWoUxGIxHBwc8PHHHzcr78mTJ9GtWzcAQI8ePfDaa69x16qqqhAWFgYrKytIpVIsWLAASmXD4JORkYERI0bA1tYWlpaW8PX15ZZtNZdvYz7//HPY2NggKSkJXl5esLS0RI8ePRAbG8uliY6ORpcuXXD48GF06dIFixcvBgAUFRXhnXfegaurK8zNzeHv7897OykQCFBYWIh3330XnTp1wgsvvIAdO3Zg165dEAgE2Lp1KwQCAX777TeeTBcvXoRAIMDPP//cbN1piI+Px4ABA2BlZQVbW1u8+uqr+P3335uth5ZkN5Tm2gAAtmzZAnt7e6SlpcHPzw9SqRRubm6IiYnh5bN161a4urpCLBYjMDAQly9fbrJMhUIBgUCAS5cuITo6GgKBAGfPntVZApKamgofHx+IRCJ4eXnh2LFjCAoKwuzZsznZBQIBMjIyePm7u7tj0aJFAJpue4VCgY8//hienp4Qi8Xo3bs3tmzZwssnNTUV/fv3h5mZGTw8PPDDDz8YVKct9VVLS0t8+umnvHsiIiIwcOBAANDRs6ysLJ0yrly5AoFAgKSkJISEhEAqlcLV1RXfffcdzp07B19fX0gkEvTv3x/p6emtki8lJQXBwcHo1KkTrKysEBQUhFOnThksGwDU1dVh8eLFcHFxgVAoRLdu3bB8+XIoFIom218b7f6nwcTEBAcOHIDH/2vvzOOiLNf//xmWYRYYhAGVzVxQUFLUcSNQj4J2XMpKywWXY1ruW1p2stLz1VN+9diiaZmmpZZi1nHJJakjiORPIWVRFFFxzQWFYdiZGT6/P+bMAw8MMJBpfXverxevF8/93Mt1X/fy3Ncz9309QUFwcXFBx44dRX2g+haqjRs34vHHH4dKpYKXlxeGDx+OGzdu2JTbislkwrx58+Dl5QW1Wo1nn30W9+/fBwD07t0bAwcOrJHm2WefRVhYWI3wH374AV5eXgAsv+hYt+DWpSN7qCt9ZmYmZDIZEhIShPg7duyATCYT9fPz589DJpMhKSmpxvhr1qwZVq9ejQULFsDf3x/u7u546qmncPv2bSFOfWO0OkuWlGDChCJcvVoBmSwPH3xQJty7cMGM8PACKBR58PXV13hrf+qUGU8+WQAvLz00mjw891whrl6t/DWg+hYhb289PvigDIMHF0KhyEN+fsMX77Vx9y4xfnwR/Pz0UCrz0K5dPlavLhPFSUgwoU+fAjRpooebWx4iIgpw9GjtbRsfb4KLSx4+/bSsxr24OBMee8zyq1GrVvl45plCJCdbtjglJ4sNusDAfCxYUAIAkMnykJ1dgYkTi9CkiV6I89lnZejQIR8uLnnQavWIji7CnTuV+rGlu+r6tUcH9VHf88c6zx05cgTPPPMMvLy80KxZM8yaNUu0lmjoXF3XPHbhwgWEh4dDoVDA19e3xi+wO3bsQPfu3eHq6ormzZtj3rx5KCkpEe7bs86qztq1ZWjWTI+9e41o1kyPV1+15GcyWcZMcHC+oOOPP7bouKAAUCrzsHy5eBtfebllW+Ebb1jyyMmxtFOLFvlQqfLQq5cBcXGV/fDsWUs/2rfPiJCQfPToYQBQf/+tSzYJG/B3wKJFi+ji4lLrfb1ez0mTJjE4OJg5OTksLi7mli1bKJPJ+M477zAzM5NxcXEMDg6mTqdjRUUFSXLIkCEcMmSIKK+tW7cSAAsKCkiS0dHR9PHx4ZQpU1hYWMji4mIOHDiQ7du3F9JERkYyICCAP/74IzMyMjhjxgw2b96cISEhNuUtLy9nTEwMAfDUqVM0GAzMysoiAHbu3Jlr1qxhSkoKV6xYQQDcsWMHSbKkpIRarZZDhw7l6dOnefbsWc6ePZtqtZo3btywma8t1qxZQ0dHRw4cOJC//PILS0tL+dZbb9HBwYHnz58nSX766adUqVSMjIzkgQMHePnyZZrNZup0OgYGBgp1nTlzJhUKBdPT00mSN27cIACuWbOG9+/fp16vp06n46hRo5iTk0Oj0cjWrVtz6tSpIpnefPNN+vn50Ww225RZq9Vy6dKlJMmTJ09SJpNx0aJFPHfuHE+ePMl+/foxNDS0Vv3aI7s91NcGJLlhwwbK5XIOGTKE169fZ0VFBRcvXkxnZ2chztGjRwmAr7zyCjMzM3ngwAHqdDoC4Ndff22z7JycHAYHB3PSpEmCLocPH87IyEiRbH369OHp06cZFxfHzp0709fXlzNmzCBJJiUlEQCTkpJEebdp04bz58+vte1Jcu7cuVSpVPziiy+YlZXFjz/+mHK5nBs3biRpGYeenp7s378/U1NTmZSUxMjISHp6egrl28KesapWq7ly5UpRukmTJlGn0wllV+1nJpOpRjnWMdajRw+eO3eOJpOJY8aMoZubGwcOHMibN2+ytLSU/fv3Z8+ePe2Wr7CwkBqNhlOmTGFGRgbPnj3LadOmUaVSMTc31y7ZSPLFF1+kp6cnd+zYwYsXL3Lbtm10c3PjvHnzam3/6lQff6RlDmvVqhUHDhzIhIQEJiQksFOnTqI5rOr4Onr0KGUyGT/99FNevHiRJ06cYJ8+fRgWFlZrG2q1WgYEBHDWrFlMSkpiTEwMNRoNn3/+eZLk559/TgcHB968eVNIU1hYSKVSyU8++aRGfuXl5czMzCQAbtq0iffu3bNLR+np6QTAhIQEkhSND3vSBwQE8N133xXiT506lQEBARw9erQQtn79enp4eNBsNtfI38/Pj35+fty0aRONRiOvX79OHx8fTps2jaR9Y7Q6RUXk7NlFDAjQMyengiUl5IYNpXRyymW/fgbu3l3On382ccyYQjo55fLGDcuYuXbNTI0ml4MGFTAtzcSkJBP79DEwMFDP0lJL3mvWlNLRMVcoy9c3j+3b6/naa8X86ScjbXQxkqS7ex7nzCmyfZO28x4ypIBt2ugZH29kZqaZn31WRkfHXP773+UkycJCUqPJ5ZQpRczIMPPsWROnTSuiSpXL3FxLnbTaPC5dWkKSvHDBTE/PPC5aVGyz/PJyMiamjEAuT50y0WAgk5JMBHKZlCQeg23a6Dl/viWfGzcqCORyzZpS3r9vKXfLljLKZLl8550SZmaaGRdnZHCwnjpdPv87RdnUXUN1kJ5ukS8hwbbi7Xn+WOe50NBQ/vTTTyTJH374gQAYExNDsnFzta15bMOGDXRycmK/fv24e/du/vzzzxwzZgydnJwEeXbv3k0AfP3115mVlcUDBw7Q39+fY8eOFfK2Z51VnU8/LaVKlcvISAMPHCjn5cuWtcPcuZY+88UXZczKMvPjj0spl+dy40ZLp3/uuQL26JEvymv//nICuUxLM9FsJnW6fAYG6vnjj0ZmZJg5c2YRFYpcpqdb+s2FC2YCuezaNZ+bNpUxLc1kV/+tTzYJMX8IA4QkZ8yYIVrwd+7cmcOGDRPFiY2NJQAeO3aMpP0GiEajYXFx5SS3ZcsWAmBRUZHwwF+7dq1wv6Kigu3atavVACHJgwcPEgCzs7NJVk4ar732miiev7+/8HAsLy9nWlqa8DAmSYPBIJpYqudrizVr1oge0iRZVlZGV1dXvvXWWyQti2gA3LdvnxDn0KFDBMAjR44IYWazmUFBQZw8eTJJywQJgJs3bxbi9OzZkxMmTBCuly1bRg8PD5aVlQlh7du359///vdaZa66QMrPz2dycrJoAbZ3714C4J07d2zqwR7Z7cGeNrDqztrPSPLatWsEwP3795MkX3rpJTZv3ly0GP3yyy/rNEBIMiQkRPSAqLoA+vrrrwmAZ8+eFe4nJCQQQIMMEFttn5+fT7lczsWLF4vSTZ48mYGBgSL5q5Z/48YNymSyOg0Qe8ZqfQYIWbOfVcc6xlatWiWE7dmzp4bO165dS4VCYbd8GRkZNcaT0WhkXFwci4qK7JLt3r17dHJy4vvvvy8KX7RoEdVqtTBWqrd/dWyNv+joaCqVSlGf3bhxIwEwP9/yIK46vtatW0elUsny8nIh/u3bt3nixIlay9Vqtezevbso7O9//zudnZ1ZVFTE4uJiuru7i9pwx44dVCgU1Ov1NvPMseydEdrGHh3VZYDYk/5vf/ub6JkQHBzMpUuX0t/fX6TPESNG1MiftBggUVFRovxffPFFQTf2jFFbLFxYzMceq9TThg2lBHJ54EBlG128aFkU7dljCXv99WK6u+cxL69CiHPtmpkODrncts3Sn6ovkP388qjTiRdntnB3z+P06UUsKGCNvxKLfVAj76wss7BItNK1az6nTbOMkYwMc43Ft9FIxsUZ+d9hJBgg9+5VsG1bPcePL6xTzoMHLQvL7GxLufYYICUlJJDLzZsrn0+dO+dz2LACUZrYWCOBXB47ZpHXlu4aqoP6DBB7nj/WeW7ZsmWitK1bt+arr75KsvFzdfV5zPqsOHDggBB28eJFAuCePXtIkr169WLfvn1F+Wzbto0ymYzXr18nWf86yxbWMbBvX+UYyM+voFyey8WLxUbp5MlFDAy0jJ+YGIsxaTXUSXLixEI+/ril7Q4dsvSZI0cq28BsJoOC9Jw82SJLVpalr1r7DFl//7VHNgkxf4gtWNUxGo1IS0tDr169ROHW7Rq1bYGojcDAQCiVSuHaw8MDAJCXl4dz584BAHr06CHcl8lkouuGYx2rtgAAIABJREFU8MQTT4iumzZtioKCAgCAs7MzysvLMXPmTLRv3x4+Pj5o27YtAMve8IbStWtX4X+5XI7AwEBcvHhRFKfq9ogTJ07AxcUFffv2FcIcHBzQu3fvBul04sSJMBgM2L9/PwDg7NmzOHfunN2H2zQaDbKzszF48GC0bt0azZs3F/aw16aHByV7Q9qg6r71qn0GADIyMqDT6eDoWLk/uGfPnnbLYYvz58+jSZMm6NChgxAWEREhbGVpKFXbPiUlBeXl5TW20fzlL3/BxYsXUVhYiIyMDKjValH5fn5+8PPzq7WMBz1W7SEoKEj4X6PRAIDoQLdGo0FpaSnKysrskq9du3YICgpCdHQ0li9fjlOnTsHR0RF9+/aFSmXfAdTU1FSYTCab5RQVFSErK6tRdbUSFBQErVYrXDdt2hQAhLmlKv3794dMJkOfPn2wYcMGXLlyBc2aNat3Tuvdu7foOiwsDEajEZcuXYJSqcTo0aOxdetW4f6uXbvw7LPPwt3d3a46/Fod2ZM+MjISP/30E0ji7t27uHjxIqZOnYp79+4JDi0SEhLqPPtR/byKh4eHMO4f9Bh94onKMxhNm1oe1wUFlm1BJ06Y0KOHI5o0kQlxAgIc0Lq1A1JSaj9TEhZm37mOdevK4OaWV+NvxIhCm/FdXWX48MNShIYa4OurR/PmeqSnm5Gba5G3XTsHBAU5IDq6CMuXl+LUKTMcHYG+fZ1QdRiVlxPPPVcIf38HbNyotkvWX4PRCKSlmdGrl1gv3bpZ5u6quqxPd/XpoD4a+/wBxP2wMXN1XVRdt1SdWyoqKpCcnGzzuUESqampQlhd66y6qKrzlBQzysuBgQOdq5XnhIsXK1BYCAwdKodKBezebdmuaDIBe/caMWaMHABw4oQZLi6WfmfFwQHo3dsZKSni7YBVy66v/9ojm4SYP6QBUlRUhIqKCmFxYcXNzQ2A7YduXVQdFFUhKeRVPY6ra+M8gajV4glVJpOBtExOWVlZ6N+/P0pLS7Ft2zacOnWq0YfCZDJZjcWRWq2GXq8XhVVdHBgMBpSVlUGpVEKhUAh/mzdvxq1bt+wu29fXF4MGDRLOnOzatQtPPPEE2rVrZ1f6mJgYPP/88+jZsycOHjyIlJQUrF+/vs40D0r2hrSBrX5jbcuCgoIH1mes3L9/X+jjVam68GwI1dseAPr16yfS38SJEwEAt2/ftlknoO56Peixag8uLi41wmy5+SZpl3yOjo5ISEjACy+8gA0bNkCn06Fly5aixXZ9WPX7W+nB1rwCVPbHqgQFBeH48eNo06YNXn/9dbRq1Qq9evXCyZMn6yyjuiFhLbOoqAiA5cxOWloaUlNTUVJSgoMHDwr9xx5+rY7sSR8VFYW8vDxkZGQgPj4eoaGh8PLyQvfu3ZGQkIArV67g2rVrdRogdY37Bz1G1epK4+K/TQprkxoMxI8/mqBQ5In+Ll2qwK1btXuFcneX1XqvKs8/74yEBLcafytW1Ky/0Qg8+WQBYmONWLVKhZMnNUhJcUeXLpUvYBwdgYQEDV54QY4NG8qg0xnQsmU+tm4Vn2v58MNSHDtmQk4OYf5tzuaLKCoiKioAjUasFzc3y7XV4APq1p09OqiP3/L5AzyYdUvVuaW4uBgmkwmLFy8WPTfatGkDAKJnb13rrLqoqnPLj0FAv34Foj4/caJlDrp9uwIqlcUI+fZbS786csSE+/eJ0aPlQh5lZZazIlXz2Ly5rMa4qVp2ff3XHtkkxPy+XVzUglqthqOjo/DAsWK9tj4oqy7urVQ9GGVvWQCQny92kVh9If8giImJgclkwvbt24UF07Vr1xqVl3VxVXXiMBgMwuFtW7i7u0OhUOD06dM17lV9k28PkydPxsiRI1FQUIBdu3Zh9uzZdqfdsGED+vfvj6VLlwph9bXbg5L9QbWBWq1+4H1GoVCguLi4RnjVN2PWh0N17NEfYHHS0LFjxxr3AwICoFara4w5oO56NWSsNlTmB4G98nl7e2PlypVYuXIlMjIysGrVKowfPx4dOnSATqertxxrPvWV87Do1KkTtm3bBrPZjGPHjmHRokUYMmQIbty4YdOAAyoNDStWRx7WRY1Op0OXLl2wc+dOdO3aFZ6enoiMjLRbJnt0ZK5jRWpP+ubNm6NDhw5ITExEamqq8KtOREQEjh07BpJo06YNWrVqZbfcVbFnjD4o3N1liIhwwvr1NX8lsC6efw2+vg6IiLBviXDihAlpaWYcPeqG3r0r0+TkEFVV6e0tw8qVSqxcqURGhhmrVpVi/PgidOjgCJ3OMk936OCIjz9Wo29fA15/vRgffGC/m9tapj9Ydi7aRq2WwdGxcgFpxXptr8Fmrw7q4kE+fxo6VzcGlUoFZ2dnzJkzB5MmTapxv1mzZg+0PGtbbNumRseONftmQIDlnfrIkXK88EIhcnOJb74pR1iYE1q2dBDyUCiA06drzrn1LRXq6r/2yiZRyR9SI87OzggNDUViYqIo/Pjx4wCA7t27A7C8Cas+4Kr+JGgP1u0cVbeKGI1Gu70r1WfdV6W0tBRqtVr0tnbbtm0287En3/j4eOH/wsJCZGZm1vptAcCyzay0tBRmsxnBwcHCn1KphL+/f53lV78eMmQIPD09sXz5cly6dAkjR46sV14rpaWlNd4Yfvnll3WW2xDZ6yvb3jaoi6CgIKSlpaGiovKtR2xsrN3pbdG2bVvcv39f8AYGWDydVHVHbH37W7Xf3717t95fgUJDQ+Hi4oK7d++K9KfVauHt7S14UikvL0dGRoaQLj09XeQBqDq/ZqympaXVyK8hbWAP9siXnZ2NPXv2CPc6dOiATz75BI6Ojjhz5oxdsoWGhsLJyclmOe7u7sI2C3v5NXo4ceKEUD/rVrKlS5fi3r17dbal9eN/VpKSkuDi4iK87QSASZMmYefOnYiJicH48ePh4GD/I+bX6sje9FFRUUhMTER8fLzg1t3q1ay+7Vf1Yc8YrY2GNmmPHk7IyjKjTRsHBAdX/jk4AD4+v94AaQil/3U6pNVWlnv8uAnZ2RVCvbKzK7Bnj1G436GDIz75RA1HR8sH+qwMGSJH586OWLNGjdWry3D4cP0e0KxlWH/F0OsrlXn3LnHrVk3lWtM4OwOhoY5ITBSXc/y45bp7d/uMMHt0UH8eD+7509C52kpDynFwcIBOp8OVK1dEz43WrVtDLpcL26weFKGhjnBxsbRp1T6v1crg7S2D9d3JoEHOUCqBgweN2LOnXNh+BQA9ejiitBQwm8V5KJWAv3/t81V9/dde2SQq+UMaIACwYMEC7N+/H++99x6uXr2KI0eOYM6cOejbt6+wf1un0yEpKQlpaWkgiUOHDuHQoUMNKuexxx5DWFgY3n33XRw+fBgpKSl4+eWXIZfL60xnHXj79+8XTQJ10bNnT+Tk5AjbhtatW4eTJ0+iadOmSE1NhcFgsDtfJycnLF++HMeOHcOFCxcEF5DR0dG1pomKikKXLl0wduxYxMfH48qVK9i+fTu6dOmCtWvXArC84VMqlYiPj0dKSgqMRiM8PDxw+vRppKSkCG45nZycMGHCBKxYsQLPPfdcjW0R9ekhNjYWJ06cwNWrVzFt2jT4+voCsLgoLCkpqaEHe2QHLB8WmzJlSp1l19cG9jB69GjcuXMHr7zyCtLT0/Htt9/iiy++sFsHthgyZAiUSiXmzJmD8+fPIzExEfPnz4ePj48Qp0WLFvDy8sKWLVtgMpmg1+sxa9aser80rdFo8PLLL2Px4sWIiYlBdnY24uLiMGDAAOH8zdChQ+Hm5oaZM2ciKSkJx44dw/Tp0+t9y2XvWN29ezfu37+P8vJyvPvuu0JfsmKrnz0I6pPv2rVrGD58OFatWoXMzExcuHABy5Ytg4ODg3COpj7ZPD098eKLL+Ldd9/Fnj17cO3aNWzZsgVr167F3Llz4eRk3yLH1vhrKIcOHcKwYcPwzTff4PLly0hJScHq1avRsmVLtGjRotZ02dnZWLZsGS5fvozY2Fh88sknGDFihGhrRXR0NG7evIndu3c3+INmv1ZH9qaPjIzEf/7zH5w7d074gvwTTzyBrKwsHD58+FcZIPaMUVt4eMhw+3YFEhJMIje6dTF1qgsKC4m//a0IKSlmZGVVYNmyUoSE5OPkyYf75erQUEcoFMDq1WW4dYs4fNiEmTOLMXCgEzIzzbh7l7h2rQLDhxdi1apSZGZW4MKFCixbVgIHB9tnK8aPl2P4cGdMnFiI+/dtL4o9PCxLmP37jcjIMKNFCwd4ecmwZUsZTCaLITJrVjE8PSuNAoUCUCqB+HgjUlLMMBqBBQsU2L/fiPfeK8XVqxU4csSEOXOK0bevk3AW5EHooD4e1POnsXN1Y+bYV199Fd9++y2WL1+OCxcuICUlBePGjUN4ePgD32Kr0cjw8ssuWLy4BDEx5cjOrkBcnAkDBhRgwoTKX2gVCmDYMDlWrixFTg7xwguV67WoKGd06eKIsWOLEB9vwpUrFdi+vRxduhiwdm2prWIBoN7+a69sElV4OGfd66YxXrBIi6eX4OBgOjs709vbm5MnT2ZeXp5wv6ioiNHR0WzSpAm1Wi3HjBnDnTt3irzDREdHMzw8XJTvvn37CEDw4JCdnc3IyEi6uLiwadOmfPvtt7lo0aI6XciZTCYOGjSIcrmc/fr1EzxXxMbGiuLpdDpOmjRJuH711Vfp5eVFd3d3jh49mnq9nosXL6ZCoeD06dNr5GuLNWvW0MnJiYmJiezatSvlcjlbtWrF7777Tohj9W5R3dXnnTt3OG7cOGq1WioUCrZv357vvfeeKM4//vEPqlQqarVa5uXl8cCBA9RqtVSr1Tx06JAQ7+TJkwTAH3/8sVY9Wanqpef+/fscNmwYXV1d6ePjwyVLltBsNnPAgAF0cXHhV199ZVMP9sgeHh7O3r171ylLfW1gS3cFlo3C3Lp1qxD2/vvv09fXly4uLgwLC+Pp06dF3kxsUZcXLNLSN9u2bUsXFxd269aNiYmJDA4OFjxckeSBAwfYrl07qtVqBgcH89tvv2VYWJjgba22tjcajXzrrbfYokULOjs7MyAggDNmzBDGCmlx9xgSEkJnZ2e2bduWu3btYnh4uOCGtDbqG6tZWVmMiIigWq2mv78/lyxZwtdff51dunQR1ctWP6uaR/UxduTIEQJgVlaWEGb1hFdidedjh3xbtmxhaGgoVSoVNRoNw8LCROOpPtlIiye6+fPn09fXl05OTmzVqhXfeecdwRUxWb8XLLLm+LNnDqs6voxGI9944w22bNmScrmc3t7eHDZsGDMyMmotU6PRcNWqVZw5cyY9PT2pUqk4YsQIkY6sDB48uN4xRtb0gmWPjupzw2uPjvPz8+nk5FRj/u7YsSMdHByYm1vp1ciWF6xFixaJ0s2fP59t2rQRru0Zo9W5etXM4GA95fJcvv12seABqOoQLSiweG/aurXSe1NysomRkQaqVLnUaHL5xBMGkecsW16wanNrW5XGuOHdvr2MLVvqqVTmsndvA9PSTDx4sJwaTS5DQixzyJYtZQwNzRfkDQsz8LvvKuWt6oaXJO/dq6CPTx6fe07socqKyUQOGlRAudzispgkDxwoZ7t2eqrVuQwO1vPbb8sZFmbgvHmV9fnHP0qoUuVSq630IrZxYymDg/V0ds6lt3ceJ08uEnkYs6W7huqgPi9YZP3PH3vXEo2Zq6vPY/Y+67766it26tRJNJ+cO3dOuG/PHFUdW2OAtHieeuutYrZoYWmrgAA9Z8woYn5+hSjevn0Wb1dPPlnzcwV37lRw3LhCarV5VChy2b69nu+9V9nvrF6wYmPFhdfXf+2VTcKCjHzAexokHjkfffQR5s6da/fHu34rFi5ciP3794u2qTxqzpw5g8WLF9v9Ab3fG7m5uVCpVKIPt3l6emLFihWYMWPGI5ZO4s9OTk6O8FHO559//lGL80iQxqiEhIRE/fwhD6FL/L7JzMxEbGwsVq1ahX//+9+PWhwRW7ZswV//+tdHLUajMBgMaN26NaKiovD222/DwcEBK1euhKOjI4YPH/6oxZP4E5Obm4usrCzMmzcPHTp0+NP2x8aM0fbt83H+vOQh58/GRx+pMGOGdDDAFuvXl2Hq1JrOHP7IuLoCBQUP9kzMHx3JAJF44HTr1g3u7u54//338dRTTz1qcUSsWLHiUYvQaDQaDQ4fPoyFCxciIiICjo6OCA0NxeHDh9G8efNHLZ7En5jNmzfjjTfeQJ8+fbBp06YGHT7/v0Rjxui5cw/XA5qExO+dKVNcMGWKZJz9X0fagiUhISEhISEhISEh8dD4c76mkpCQkJCQkJCQkJB4JEgGiISEhISEhISEhITEQ0MyQCQkJCQkJCQkJCQkHhqSASIhISEhISEhISEh8dCQDBAJCQkJCQkJCQkJiYeGZIBISEhISEhISEhISDw0/lQGyJkzZshkeTh27NF+IdzKiBGFiIoqeNRiiLh48SJkMhl++OGHP1XZEhK1MWLECERFRQEAzpw5A5lMhmPHjj3QMh5//HHMnDnT7vgfffQRnJykzzhJSEhISPwx+VMZIH5+Dvj4YxUCAx0ftSgAgClTFJg7V/GoxfjNaNq0Ka5cuVLr/bNnz6Jly5YPUaLfhsbWoz79SDSMtWvX4m9/+9ujFuOh0K9fP6xbt+5RiyEhISEhIdEo/lSv0Dw8ZJg69ffzdc0BA/7vqv/atWvIycmpM87PP//8kKT5bWlMPezRj0TD+L/Sn+whJCQEISEhj1oMCQkJCQmJRvG7+AXEZAKWLClBcHA+lMo8tGuXj48/LhPFadZMj9Wry7BgQQn8/fVwd8/DU08V4vbtyg+5Jyaa0KWLAQpFHkJC8nHokBEREQWYPr0YQM0tWCNHFuGFFwqxeXM5goLy4eaWB53OgP/3/8RbtHbsKEf37ga4uuaheXM95s0rRklJw+T39tbjgw/KMHhwIRSKPOTnU7QF69y5CshkeThyxIRnnimEl5cezZrpMWtWMczmynzqq2N1fH19sXTpUuH69u3bkMlkGDlypCiej48PVq5cKVwXFRUhOjoabm5ucHd3x7x582CuIsj27dvRtWtXuLm5wcvLC08//TQuXboEAIiLi8Njjz0GAGjVqhWeeeaZGnItWbIEEyZMwNWrVyGTyfDBBx/YXXZOTg7Gjx+PFi1aQKVSoVevXoiLi7NZfyvu7u743//9X0ycOBFNmzaFSqXCM888g3v37glxvL298cEHH2Dw4MFQKBTIz88HAHz22Wfo0KEDXFxcoNVqER0djTt37tRZj8TERPTp0wcqlQqurq7o378/kpKSatVP7969MXDgwBpyP/vsswgLC7O7Dg3VzejRoxEZGSkKCw4ORrNmzURho0aNwpAhQwAAycnJGDBgALy8vODq6ooePXqIts0ZjUYsWLAALVq0gEKhQEBAAF555RWUl5fXKsfdu3cxfvx4+Pn5QalUol27dli9erUoTnl5Od544w34+/vD1dUVERER+OmnnwAAf/nLX7B582Z88cUXkMlkSElJwb/+9S+4urqK8rhx4wZkMhm+++47AIDZbMbbb7+NwMBAKJVK+Pv7Y8aMGSgqKqpVVitvvfUW3N3dUVJ1MgDw4YcfQqlUQq/X20yXmJiIzp07w8XFBUFBQfjmm29qxLlx4wZGjhwJT09PuLi4oGPHjti2bZtwv/oWrGbNmmH16tVYsGAB/P394e7ujqeeegq3b98W4vzyyy8YOnQoVCoVfH19sXLlSrz55pvo0KFDvXWVkJCQkJB4oPB3wNy5RVSpcvnFF2XMyjLz449LKZfncuPGUiGOn18e/fzyuGlTGY1G8vp1M3188jhtWhFJsqSE1Grz2KePgadPmxgXZ2Tnzvn09c3jjBmWOOnpJgK5TEgwkiSjowvp45PHKVOKWFhIFheTAwca2L69Xih39+5yArl8/fViZmWZeeBAOf398zh2bGGD5Pf1zWP79nq+9loxf/rJSKORHD68gJGRBpJkVpaZQC5DQ/P5008W+X74wUgglzExZXbXsTpjx47lk08+KVzv2LGDAQEB9PHxEcIyMzMJgKdPn2ZWVhYBsHPnzlyzZg1TUlK4YsUKAuCOHTtIkidPnqRMJuOiRYt47tw5njx5kv369WNoaChJsry8nDExMQTAU6dO0WAw1JCrqKiIs2fPZkBAAHNyclhSUmJX2WazmTqdjoGBgfzxxx+ZkZHBmTNnUqFQMD09vdY+ptVq6enpyc8//5xms5nnz59nQEAAo6Ojq7SRL9u3b8/XXnuNP/30E41GI7ds2UKZTMZ33nmHmZmZjIuLY3BwMHU6HSsqKmzWIzMzkwqFgqNGjWJqaipTU1P59NNP083NjdevX7epn88//5wODg68efOmIE9hYSGVSiU/+eQTu+rQGN1s3LiRarWaRqOlz92+fZtKpZLe3t7MzMwU6eb9999nSUkJtVothw4dytOnT/Ps2bOcPXs21Wo1b9y4QZJcunQpmzZtyu+//56XLl3i/v376evry7///e+1ts+QIUPYpk0bxsfHMzMzk5999hkdHR3573//W4gzc+ZMent7MyYmhsnJyZwwYQJdXV15+fJl6vV66nQ6jho1ijk5OTSZTFy5ciXVarWonOvXrxMA9+3bR5JcuXIl5XI5d+zYwQsXLvDw4cP08/PjnDlzhDTDhw9nZGQkSTI9PZ0AmJCQwOzsbMpkMqFvWomIiOCoUaNs1lOv19PT05P9+/dnamoqk5KSGBkZSU9PT86YMYMkWVZWxuDgYIaGhjI+Pp4XLlzg4sWLCYB79uwhSa5Zs4aOjo5Cvn5+fvTz8+OmTZtoNBp5/fp1+vj4cNq0aUKcwYMH09fXl4cPH2ZqaiqHDh3KwMBAhoSE1NouEhISEhISvwWP3ADJz6+gXJ7LxYuLReGTJxcxMLDSEPDzy2NUlHgh++KLhezePZ8k+fXXFkPh7FmTcD8hwbKAr8sA0WhyWVyl6C1bygjksui/6/levfLZt6+43G3byiiT5fL6dXOD5Nfp8kVxbBkgy5aViOK0bq3nq68W213H6nz++efUaDQ0m80kyalTp3LhwoV0dXXlxYsXSZIbNmygt7c3KyoqBCPgtddeE+Xj7+/PefPmkSTz8/OZnJwsLFpJcu/evQTAO3fukCQPHjxIAMzOzrYpF0kuXLiQjz32mHBtT9mHDh0iAB45ckS4bzabGRQUxMmTJ9dallarFRaRVv75z39SoVCwsNBiTPr5+VGn04nidO7cmcOGDROFxcbGEgCPHTtmsx5z586ll5cXy8vLhbCCggIqFAouW7aMZE39FBcX093dnStXrhTS7NixgwqFgnq93q46NEY3V65cIQAmJSUJZYaFhXHQoEHcuHEjycp2OXPmDMvLy5mWlsZ79+4JeRgMBgJgTEwMSfKFF16oIee5c+dEBk11srKyePnyZVFY165dhQW0wWCgQqHgmjVrhPtlZWUcPnw4Dx8+TJLs2bMnJ0yYINy3xwC5desW09LSRHFeeeUVtm/fXriuzQAhyaioKA4ZMkSIe+vWLTo4OPD777+3Wc8vv/ySAHj27Fkh7MaNG5TJZIIBsnv3buGFQFXCw8MZFRVF0rYBYr1n5cUXX2T37t1JWgxLBwcHrl27VrhvMBjYpEkTyQCRkJCQkHjoPPItWCkpZpSXAwMHOovC//IXJ1y8WIHCwsqwTp3EZyY8PByQl2fZgnX+vBlNmsjQoUPlAfOICCd4ecnqLD8w0BFKZdU8LfHz8oiKCiA52WxDNmeQQGqquUHyh4XVf+ajUyfxAXkPD9mvqmNkZCQMBgPS09MBAPHx8ejTpw969OiBhIQEAMDRo0cRFRUFmawynyeeeEKUT9OmTVFQYNkuptFokJ2djcGDB6N169Zo3rw5JkyYAADIzc2tt471UVfZJ06cgIuLC/r27Svcd3BwQO/evZGSklJnvl27dhVdh4SEoLS0FDdv3hTCrNudAMtWorS0NPTq1UuUrlu3bgBQa3k///wzdDodnJ0r+4SrqyuCgoJqTaNUKjF69Ghs3bpVCNu1axeeffZZuLu721WHxujmscceQ5s2bZCYmAjA0j8iIiIQFhYm6h8+Pj4ICQmBs7MzysvLMXPmTLRv3x4+Pj5o27YtgMq2f+qpp/Djjz9i1KhR2LVrF/Ly8hAcHIx27drZlMGqnw8//BChoaHw9fVF8+bNkZ6eLuR55swZlJaWonv37kIauVyOXbt2YcCAAbXmWx9eXl44ePAgevXqhYCAADRv3hzr16+3ux9PnjwZ33//Pe7evQsA+Oabb+Dr6yt4zapORkYG1Gq1aNuTn58f/Pz8hOuff/4ZSqUSoaGhorTdunWrs4936tRJdO3h4YG8vDwAQFZWFioqKhAeHi7cd3Nzq1VOCQkJCQmJ35JHboBYXp4C/foVQKHIE/4mTrTswb59u0KIW9VQsML/HgG5f78Cbm41F+Jabd0GiFJp+z5JFBdbzncsXlwikq1NG8ve7lu3Khokv7t73bLUJg//W8nG1NHf3x9BQUE4duwY7t69iwsXLiA8PBzh4eGiBWb1RZxarRZdy2QyQY6YmBg8//zz6NmzJw4ePIiUlBSsX7++3rrZS11lGwwGlJWVQalUQqFQCH+bN2/GrVu36sy3+nkAazlV9+pXXewXFRWhoqICGo1GlM7NzQ0ABKOoOgaDoUYaa7ra0gCWxWxaWhpSU1NRUlKCgwcPYuLEiXbXobG6iYqKEtzKWg3U2vpHVlYW+vfvj9LSUmzbtg2nTp2qcfh77Nix2LNnD/Ly8jBu3Dg0bdoUI0aMEBbp1TEajXjyyScRGxuLVatW4eTJk0hJSUGXLl2EONaFdPW+8WuZNWsWli5dipkzZ+Lo0aNISUnBSy+9ZHf6Z599Fk2aNMH27dsBWIzG8ePHw8HB9tRaUFAApY0wUMYRAAAKeklEQVSJrGq7GgwGuLq6il4IAPX3H1v5Vs4d94U8qqLVamvNT0JCQkJC4rfikbthsi7Kt21To2PHmuIEBNhnIykUMhQXs0Z4bm7NMHtRqQBnZ2DOHAUmTarpPatZMxnOnLEcjv618ttDY+sYGRmJxMRENG3aFB07doS7uzsiIiIwa9YsXL9+HVevXm3Qm9ANGzagf//+osPt1Q/i/la4u7tDoVDg9OnTNe45OtbtXrn64s1gMACwvCm2hVqthqOjoxCverqqxkp1Gaunsabz9fWtVT6dTocuXbpg586d6Nq1Kzw9PWscEK+rDo3VTWRkJObMmYOcnBycP38e4eHhcHFxwfXr1/HLL7/g6NGj+J//+R8AFuPTZDJh+/btUCgsLqSvXbtWI8+nn34aTz/9NIqKirB//37MnTsXkydPxt69e2vEPXHiBNLS0nD06FH07t1bCM/JyUGrVq0AWBwEVK2vPVRfwAPifmo2m7Fp0ya8+eabGDt2rBBudT5gD3K5HGPHjsXOnTsxevRoJCQk4NNPP601vlqttlmH6kZwQUEBSIrqYDAYau1z9WFtq+JisbOKB/GLpYSEhISEREN55L+AhIY6wsUFuHuXCA52EP60Whm8vWVwsdNrbtu2jrh/n7h0qfIXh8REE3JyGm+AODgAOp0jrlwxi2Rr3doBcrlle9SDkt8eGlvHqKgoJCYmCm+3ActWo0uXLiEmJgbBwcEICAiwW47S0tIab06//PJLAJVvXK1Uv65Offer06NHD5SWlsJsNiM4OFj4s3owqov4+HjRdXJyMtRqda11d3Z2RmhoqLA9ycrx48cBQLQdqGo9unXrhuTkZJHXJ71ej/Pnz4vSVE8HAJMmTcLOnTsRExNj8016XXVorG769++P27dv4/PPP8fjjz8ODw8PqFQqdO7cGdu3b0d2drZgoJaWlkKtVgsLWgCCdyZrXfbs2SN830StVuOFF17ASy+9JGwDrE5paSkA8dv448ePIzs7W8gzKCgIKpVKVP+Kigr07dsXW7ZssalPjUaD4uJiGI1GISw1NVX432w2w2QyicotKCjA3r17G9QvJ0+ejOPHj+P9999Hr169hC1ptggKCkJ5eTkyMjKEsPT0dJG3qm7duqG0tBSnTp0SpT1+/HiN/mMvVplOnjwphBUUFEgf/ZSQkJCQeCQ8cgNEo5Hh5ZddsHhxCWJiypGdXYG4OBMGDCjAhAn1u8K0MmSIM5RKYM6cYpw/X4HERBPmzy+Gj0/9257q4tVXlfj2WyOWLy/FhQsVSEkxY9y4IoSHG1BQ8ODkt4fG1rFfv364efMm9u7dK7xhdnNzQ6dOnfDRRx81eA99z549ERsbixMnTuDq1auYNm2a8GY/OTkZJSUlwq8K+/fvFy22quLh4YHbt28jISEBV69etavsqKgodOnSBWPHjkV8fDyuXLmC7du3o0uXLli7dm2daX/55RcsWbIEly9fxv79+7Fu3TqMGjVKtJiuzoIFC7B//3689957uHr1Ko4cOYI5c+agb9++wlmQ6vWYPn06iouLMWnSJFy4cAHp6ekYM2YMNBqNcFamNv1ER0fj5s2b2L17t82P6tVVh8bqRqvVonPnzlizZo3oF4iIiAisWbMGHTt2RPPmzQFY2j4nJ0fY1rVu3TqcPHkSTZs2RWpqKgwGAz744AOMHDkSR48eRXZ2NuLi4rBz507R2ZSqhIaGQqFQYPXq1bh16xYOHz6MmTNnYuDAgcjMzMTdu3eh0Wjw4osv4p133sHWrVvx888/Y+rUqUhOThbONXh4eOD06dNISUnB/fv3odPpQBKbNm0CAGRmZor0IJfL0blzZ3zxxRe4fPky0tLSMHToUAwePBi5ubnIzMyEyWSyKXNVQkJC0LNnT/zrX/+q90OIQ4cOhZubG2bOnImkpCQcO3YM06dPF7k9HjRoEDp06ICXXnoJSUlJuHz5Mt544w0kJyfjlVdeqVceW7Ru3Rpdu3bFP//5Txw/fhznz5/HuHHjhHa1sm7dOkRERDSqDAkJCQkJCbt5+Ofea2I0km+9VcwWLfR0ds5lQICeM2YUMT+/Qojj55fHRYvEnqbmzy9mmzaVnqb27Stn27Z6urjkslu3fCYmGhkcrOf8+ZZ0trxghYeLPVzt22fxNHX9ulkI++qrMnbqlE+5PJfe3nkcNqyA585V3m+s/La8YMXGGkVxdLp8TppU6fK3vjrWRvfu3QmAt2/fFsJmzZolcu1pkcPi8Sg2NraaHDpOmjSJJHn//n0OGzaMrq6u9PHx4ZIlS2g2mzlgwAC6uLjwq6++oslk4qBBgyiXy9mvXz+bMl29epXBwcGUy+V8++237SqbJO/cucNx48ZRq9VSoVCwffv2fO+99+qsv1ar5eLFizl79mxqtVqqVCqOHDmSxVVcoPn5+XHRokU10m7cuJHBwcF0dnamt7c3J0+ezLy8vFrrQZLHjh1jeHg4FQoFXV1d+de//pVnzpwR0tSln8GDB7N3796NqkNjdEOSr776qsiTFUl+8803BCB4IKsa18vLi+7u7hw9ejT1ej0XL15MhULB6dOn886dOxwzZgy9vb0pl8vZokULTp8+XfDmZYvt27ezZcuWVCqV7N27N9PS0njw4EFqNBrBS1NJSQlnz57NZs2aUaVSsVevXoyLixPyOHDgALVaLdVqNQ8dOkSSfOedd+jj40ONRsPw8HCePn1a1OdTUlKo0+moUCgYHBzMXbt28fr162zdujXd3NyYnZ1dpxcsKytWrKBarWZ+vtjTnS1++OEHhoSE0NnZmW3btuWuXbsYHh4ucpl7/fp1jhgxgu7u7pTL5ezatSt3794t3LflBat6350/fz7btGkjXGdmZjIiIoIuLi5s1aoVN27cyKlTp4o8vy1cuFCUr4SEhISExG+BjGzgHpjfMbm5hEolg/WFdlkZ4OmZhxUrVJgx4/fzBfRfw5+hjr8FXl5emDt3Lt58881HLUqd5OTkoHXr1ti0aROef/550b0/Sh3+bJBEWFgYdDpdvb/CPUqKi4tRXl6OJk2aCGGRkZHw9PTE119//Qglk5CQkJD4s/HID6HLZHm/Og/SAwYD0bp1PqKinPD220o4OAArV5bC0REYPlz+wMp6VNhbR4k/Jrm5ucjKysK8efPQoUMHDB8+/FGLJFEPJSUluHTpElavXo1z587Z/KL574mhQ4fizp07WL9+PZo1a4bvvvsO//nPf4SvwktISEhISDwsHrkBQtr2QNRQNBoZDh92w8KFxYiIMMDR0XJA/PBhNzRvLnugZT0q7KmjxB+TzZs344033kCfPn2wadOmWt24Svx+OHv2LHr27In27dtj3759om95/B7Zvn075s2bh+eeew5FRUUIDAzE559/jiFDhjxq0SQkJCQk/mT8n9qCJSEhISEhISEhISHx+0Z6zSohISEhISEhISEh8dCQDBAJCQkJCQkJCQkJiYeGZIBISEhISEhISEhISDw0JANEQkJCQkJCQkJCQuKhIRkgEhISEhISEhISEhIPDckAkZCQkJCQkJCQkJB4aEgGiISEhISEhISEhITEQ+P/A0KB3sZidbB2AAAAAElFTkSuQmCC"}, "created": "2022-03-26T14:57:42-07:00", "created_utc": "2022-03-26T21:57:42+00:00", "updated": "2022-03-26T19:27:47-07:00", "updated_utc": "2022-03-27T02:27:47+00:00", "shot_hash": "1b78ef3b2c3b7a00a06af069ac7e9070", "slug": "oauth-with-auth0"}, {"path": "aws_athena-key-does-not-exist.md", "topic": "aws", "title": "Athena error: The specified key does not exist", "url": "https://github.com/simonw/til/blob/main/aws/athena-key-does-not-exist.md", "body": "I was trying to run Athena queries against compressed JSON log files stored in an S3 bucket.\n\nNo matter what I tried, I got the following error:\n\n> The specified key does not exist. (Service: Amazon S3; Status Code: 404; Error Code: NoSuchKey; Request ID: 4GHB3YX6DQHYTCPF; S3 Extended Request ID: 0LSAhwbo21RaZ+8/FOgKf1oh+dIkV0WO8DvtYmwQdBzddfILchiSyamFLenD8IOmrN+lDPxKTFP/7my0DKbVvw==; Proxy: null), S3 Extended Request ID: 0LSAhwbo21RaZ+8/FOgKf1oh+dIkV0WO8DvtYmwQdBzddfILchiSyamFLenD8IOmrN+lDPxKTFP/7my0DKbVvw== (Path: s3://my-logs-bucket/my-fly-app/2022-05-27/1653693921-a96e5844-02db-4e3e-9e9a-3eef00910271.log.gz)\n\nThis is using the Fly log shipping recipe [described here previously](https://til.simonwillison.net/fly/fly-logs-to-s3).\n\nI couldn't find any search results online for this error in the context of Athena.\n\nAfter much head scratching... I spotted that the files in my bucket had keys that looked like this:\n\n- `my-fly-app/2022-05-27//1653693921-a96e5844-02db-4e3e-9e9a-3eef00910271.log.gz`\n\nNote that there's a `//` after the date instead of a `/`. But in the error message from Athena the same key is identified as `my-fly-app/2022-05-27/1653693921-a96e5844-02db-4e3e-9e9a-3eef00910271.log.gz` - without the double slash.\n\nIt looks like Athena has a bug where it can't read files with `//` in their key!\n\nThe fix was to first fix my log shipper so that it wrote files without that prefix. Upgrading to the most recent version in the Fly repo seemed to handle that.\n\nThen I needed to rename all of my existing keys. This wasn't easy: S3 doesn't have a bulk rename operation, so I ended up having to run a script that looked like this:\n\n```bash\naws s3 --recursive mv \\\n  s3://my-logs-bucket/my-fly-app/2022-08-28// \\\n  s3://my-logs-bucket/my-fly-app//2022-08-28/\n\naws s3 --recursive mv \\\n  s3://my-logs-bucket/my-fly-app//2022-09-23// \\\n  s3://my-logs-bucket/my-fly-app//2022-09-23/\n```\nWith a command for every single one of my folders that were mis-named.\n\nHaving done this, Athena started working against my bucket!", "html": "<p>I was trying to run Athena queries against compressed JSON log files stored in an S3 bucket.</p>\n<p>No matter what I tried, I got the following error:</p>\n<blockquote>\n<p>The specified key does not exist. (Service: Amazon S3; Status Code: 404; Error Code: NoSuchKey; Request ID: 4GHB3YX6DQHYTCPF; S3 Extended Request ID: 0LSAhwbo21RaZ+8/FOgKf1oh+dIkV0WO8DvtYmwQdBzddfILchiSyamFLenD8IOmrN+lDPxKTFP/7my0DKbVvw==; Proxy: null), S3 Extended Request ID: 0LSAhwbo21RaZ+8/FOgKf1oh+dIkV0WO8DvtYmwQdBzddfILchiSyamFLenD8IOmrN+lDPxKTFP/7my0DKbVvw== (Path: s3://my-logs-bucket/my-fly-app/2022-05-27/1653693921-a96e5844-02db-4e3e-9e9a-3eef00910271.log.gz)</p>\n</blockquote>\n<p>This is using the Fly log shipping recipe <a href=\"https://til.simonwillison.net/fly/fly-logs-to-s3\" rel=\"nofollow\">described here previously</a>.</p>\n<p>I couldn't find any search results online for this error in the context of Athena.</p>\n<p>After much head scratching... I spotted that the files in my bucket had keys that looked like this:</p>\n<ul>\n<li><code>my-fly-app/2022-05-27//1653693921-a96e5844-02db-4e3e-9e9a-3eef00910271.log.gz</code></li>\n</ul>\n<p>Note that there's a <code>//</code> after the date instead of a <code>/</code>. But in the error message from Athena the same key is identified as <code>my-fly-app/2022-05-27/1653693921-a96e5844-02db-4e3e-9e9a-3eef00910271.log.gz</code> - without the double slash.</p>\n<p>It looks like Athena has a bug where it can't read files with <code>//</code> in their key!</p>\n<p>The fix was to first fix my log shipper so that it wrote files without that prefix. Upgrading to the most recent version in the Fly repo seemed to handle that.</p>\n<p>Then I needed to rename all of my existing keys. This wasn't easy: S3 doesn't have a bulk rename operation, so I ended up having to run a script that looked like this:</p>\n<div class=\"highlight highlight-source-shell\"><pre>aws s3 --recursive mv \\\n  s3://my-logs-bucket/my-fly-app/2022-08-28// \\\n  s3://my-logs-bucket/my-fly-app//2022-08-28/\n\naws s3 --recursive mv \\\n  s3://my-logs-bucket/my-fly-app//2022-09-23// \\\n  s3://my-logs-bucket/my-fly-app//2022-09-23/</pre></div>\n<p>With a command for every single one of my folders that were mis-named.</p>\n<p>Having done this, Athena started working against my bucket!</p>\n", "shot": {"$base64": true, "encoded": 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14QCEMcYYY4wxpjYcgDDGGGOMMcbUhgMQxhhjjDHGmNpwAMIYY4wxxhhTGw5AGGOMMcYYY2rDAQhjjDHGGGNMbTgAYYwxxhhjjKkNByCMMcYYY4wxteEAhDHGGGOMMaY2HIAwxhhjjDHG1IYDEMYYY4wxxpjacADCGGOMMcYYUxsOQBhjjDHGGGNqwwEIY4wxxhhjTG04AGGMMcYYY4ypDQcgjDHGGGOMMbX5nwhAoqKiUKFCBUgkEuFv27ZtpZ0tVkY1b94cmpqaQlsZNGhQaWepzNq/fz+sra3h5uaGO3fu5Jt+9uxZtG7dGnZ2dtDQ0ICRkRGCgoKQnp4OX19fGBsbY8yYMSWap5iYGFSsWFG0v2/atKnQZWbNmgVjY2Nh/kqVKpVontThq6++ErXbfv36lXaWmBKfs/0zxtiXoMwGIEFBQaILiOHDh390Wg4ODnj48GEJ5o6VVc+ePRO1m+L+PX78GOfOnUO9evVKuyhfhGnTpiE2NhaPHj3CggULRNNWr16Nli1b4tSpU3B0dMThw4dhYWGBtLQ0HDlyBEePHkVSUhKWLFmCyMjIEsuTra0tIiIiirXMjBkzPukYUxacOnUKDRo0KO1sMBV8zvbPGGNfgjIbgKxevVo0/NdffyElJaXI5W7cuIGZM2fi8uXLnytr7AswefJkHD58GJcuXcKNGzcwY8YM0fRff/0Vt27dwq1bt3Dz5k2sWLGilHL6ZfPw8BD+X716deH/crkc06ZNE4ZHjRqF9u3b4/fff4ejoyPc3NygqakJALCwsICVlZX6Ms3+J8XGxmLmzJll4u53SbX/Xbt2YebMmYiOji7J7DHG2GenVdoZKEhSUhJ27NiBJk2a4NKlSwCAxMRE7Nixo9DuMDKZDAMGDMCDBw+gq6uLxo0bqyvLrIwZOHAgXFxchOEHDx6Ipjs7O6Nu3brCsKWlpdry9v/Jhg0b0KxZM5iamsLPz08YHx0djbi4OGHYxsYGAPD1118L465cuYLLly+jc+fOMDQ0VF+m2f+k6dOnY82aNWjTpg38/f1LNS8eHh6f3P6fPXuGvn37IiMjA23btoW9vf1nyCljjH0eZTIA+euvvyCXy7Fjxw64uroKdz5Wr15daACyfv36fBeaykgkkhLJKyt7JBIJHBwcirWMra2t0jbBbUU5fX19DB06NN/41NRU0bCWVv5Djbe3N7y9vT9LvhTPQhDRZ0m/rNLW1i7tLJRJYWFhWL9+fWlnQ+RT2/+UKVOQkZFRgjlijDH1KZNdsFavXo1u3brBzs4O3bp1E8YHBgYiJCQk3/zXr19H3bp1RRdCkydPhkQiQf369Qtch7a2No4cOYIuXbrAwsICpqam6NixI549e5Zv3lu3bqFbt26wtraGVCqFg4MDOnToIOTlzZs3MDMzEz1LsGrVKnz//fewsbGBRCJRmn5MTAxatmwJR0dHSKVSSCQS6OnpwcXFBQEBAXj16pXK9VZUPmNjY0UP2kokEowbNw5Azh2Czp07Q09PD+vWrcOBAwego6MjmvfgwYMAgKNHj6JevXrQ0tLC48ePAeR0uVm1ahUaNGgAExMT6OjowMHBAX369MGjR4+EPBYnDwqjRo2CsbExfHx8RL+qF8TGxgY3btyAjo6OyvUG5LSHGzduFBi46OrqIjQ0FEOGDIGTkxP09fVRr149nD9/Pt+8RW2Doly9ehUdOnSAjY0NpFIprKys4OnpiX/++QcAUKdOHVHdNWjQAM2aNUP58uWhpaUFCwsLdO3atcAHwmNiYjBixAg4OztDKpXC0tISjRo1wu7du/PNm5iYiJ9//hm1atWCvr4+9PX1YWdnh4YNG2Lr1q0AgLp164ryovhxICAgAA0bNhSl16RJE0gkEsyfPx+7d++Gnp6eaNm8XUiKU49BQUHo1q0brKysoK2tDTMzM9SvXx8aGiVzeJPJZHBwcBDyamVlJXrGpKh6lclkMDc3F5VXW1sbU6ZMAQAkJCTA3t4eEokEWlpa+PPPP4vM06tXrxAQEICKFStCKpXCyMgIHh4euH//vtJlPnz4gClTpsDd3V3YplWrVsXEiRPx/v37fPOr2l5evHiBwYMHC3kpX748PDw88nV7zOvw4cPQ1dUV1cnRo0fRsWNHmJiYQCKRwNraGgEBAUhPT8+3/OnTp+Hr6wsLCwtoa2vD3Nwc7dq1w4kTJ0Rlbt26NerUqQOZTAYAOHHihLDOgtLNa9euXcJdPj09PVSqVAmDBg0SjkU//vgjNDQ0RNvXxMQEQUFBOHr0KAwMDCCRSGBgYIB//vmnyPZfVH2uW7cOLi4u2LFjh7BMgwYNIJFIMGnSpCLLwxhjZQKVMTdu3CAAdO7cOSIiOnPmDAEQ/oYMGZJvmXfv3lFISAiZmpoK840aNYpCQkIoPDyciIjS0tJE6djb21PPnj3Jz8+PNDU1hfE+Pj6itI8fP07a2toEgL777ju6du0aeXh4EAAyNjamp0+fEhFRamqqKP2mTZvSqlWraMWKFWRpaak0/bCwMAJAkydPpjt37tDr16+pe/fuwvzVq1enrKysIutN1XzKZDLq0KGDkP6gQYNoy5YtJJVKhXFr164lIqL09HQqV66cMH7z5s00cuRIUTkjIiKIiOjbb78Vxi1btoyuXr0qrN/IyIgCAwOFvBYnD4GBgaL1TZ8+vehGVICNGzeK0tm9e3eh83t7ewvzmpiYkK+vL/Xr14/Kly8vjC9XrhzFx8cXexsoc+nSJdLR0SF3d3cKDg6m58+f0+bNm8nGxoYWLFggzNeyZUshD/Xr16dHjx5RRkYG7d+/n7S0tAgAGRgY0N27d4VloqOjycbGRmhTV69epZ49ewrp7N27V5j35cuX5OLiQgBIIpHQjBkz6ObNm7Rr1y6ysbGh0aNHC/N6eXkJaQwcOJCIiB4+fEj//POPqL43btxIISEhFBsbS0RER48eFU2Pior6qHo8evQo6ejoEAAyMzOjv//+m4KCgmjv3r351l+UiRMnCvO7uLiIph07doy0tLRo7ty5ovGq1mt8fDzp6+sL46dNmyZKJy0tjUxMTFRq38+fPyc7Ozth+8yfP5+CgoLoxIkTVKlSJWEdffv2FZb58OEDubm5EQAyNTWlEydO0IEDB8jAwIAAkJubGyUkJBS7XG/evCEnJyfS09Ojo0ePUnR0NB0/fpzq169Pvr6+RZYlbzvo378/bdq0iaZPny605YL2+5UrV5JEIhGWCQ4Oph49egjzr1q1ioiIMjMzKSQkhFq1aiVMa9iwIYWEhFBISAjJ5fJC8zdt2jRhuQULFtDx48dJV1eXAFCtWrUoOzu7wHIcPHhQSMPf35/s7Ozo5cuXSsutaP+q1OeLFy9oz549ouW3bNlCISEhFBMTU2SdM8ZYWVDmApABAwaQs7OzcGKQy+Xk6OgoHGiNjIwoKSmpwGVzXxzOmzdPNC1vALJ161Zh2qxZs4TxEomEUlJSiCjnQrlChQrCtLCwMCIimj59ujBu4sSJRaa/YsWKAtMnyglAqlatKsprcHCwKK2rV68WWmfFyScRUbdu3YTxNjY2pKenRz169KDly5eTk5OTcPGft05tbW3JwsKCRowYQUuWLCENDQ2KiIigI0eOCPO4u7sLy27dulV0oZybqnmIiIggDQ0NYd4lS5YUWhfKfEoAoriwJiK6cOGCKJ1jx4591DYoSJcuXYSALLe5c+cqDUD8/PxE83bt2lWY1rVrV2F87969hfErV64kIqKzZ88K47y9vYV527ZtK4zPG/CPGTNGFIAoqydFYK34u3TpkiidY8eOFXgBVpx6zMzMFC6SAdCaNWuE9LOyskosALl69Srp6+vT5MmT8y1TnHodPHiwMN7a2poyMjKEadu3bydNTU1RIKbMN998I6Tz3XffiaY1atSowABk/Pjxwvjhw4cL4wcOHCiMnzRpUrHLtWTJEgJAlSpVEuXjypUrKgUgytoBEYkCitz1+PbtWyEIACAEtVFRUcI4fX19evfunbBM7uNNmzZtiswXkfjYY2VlJYz38fHJt//nrTMHBwdKTEykn3/+mQwMDCg4OFilcqtan3fv3hUtf+3aNZXKxBhjZUWZ6oKVkJCAnTt3on///kK/e4lEgt69ewvzKB5QL0m5u2kRkdDtKTg4WNRlytHREQBgZmYmjFOla42rq2uB6SvS3LNnj2h+a2tr0XBCQkKh6X9KPsuVK4enT59i165dGD58OH788Ufo6+sXOG+zZs0QFRWFZcuWYdSoUfDz84OWlpYo/+7u7sL/q1WrJvz/+vXriIqKKnYeKlWqhE2bNqFVq1YYP358gc8bqFPeLn0vX74EUDJtJSkpCQCwZcsWzJkzR0h70qRJGDt2rEr5y/3ihdOnT4OIIJfLsX//fpXy9vTpUxw/flwYP2DAAFH6/fv3R+vWrVXKy8coTj2eO3dOtC917ty5xPNz//59dOjQAd9++y1++eUX0bTi1CuQ05VQ4fXr1/j777+F4Q0bNqBjx45FPkickpIiWqeqZVZlH1XkpzjlUrTZx48fo0+fPrh9+zYAoGHDhkK3wY+V+7ip2BeAnFfYKrpOmZubCy+QsLe3h4mJCYCcZ5AOHz78Sevfv38/5HI5gP/qAFC+ff/44w8hL1FRUWjdujVmzZqF7du3o3bt2iqt83PWJ2OMlSVl6iH0bdu2IT09HT179hT1zfXz88PcuXOF4dWrV2Pw4MEltt68zwvQvw+uhoWFicYbGBjkWzYxMbHI9PP2RadcD8bq6+uLLgiA4j/0/Cn5dHBwEL0CMiAgQOl6qlevDqlUKgxv374dAETPeCguAADxiRrIecajoGcsispD7969RUFoafqcbaVp06Y4ffo0MjMzMW3aNEybNg0NGzbEuHHjRM9CFcbW1la0vvj4eKSlpQkXNgDg6+ubb7nMzExkZGTg1q1bovG5L1ABoEaNGqhRo4ZKefkYxalHxcUZABgaGsLCwqJE8/L8+XO0bt0a7969KzB4fvnypcr1KpVKUa1aNbRo0QJnz54FAPz555/w9/fHixcvcPbsWVHgp8yDBw+QnZ0tDDs7Oxe5TGZmJp4+fSoMK9tHnzx5gvT0dMTFxalcLh8fH2Hc1q1bsXXrVri4uGDIkCGf/IG93MfN3MdMZccbRXkUP9io+kISZXK3xVu3bhV4XM69T5uZmeHPP/9Ez549AeT86PLjjz+iU6dOKq/zc9YnY4yVJWUqAFm9ejXkcjkqV65c6HxBQUEICgqCp6fnZ81P3u+OBAcH5zsJFXSBVBzR0dFYs2YNzp8/j9jYWCQlJYkuMMpKPlVdf+63HeV9I0/ui5r/b0piG0yYMAGXLl3CyZMnhXFXr17F1atXMXny5Hy/wBckb51nZGTky9uaNWsK/NCijo6O6GFkxQsR1Kk49Zj7zmBJ5zM5ORlfffUVYmJiAAAnT57Erl27RK8aLk69KowePVoIQG7duoXr16/j1KlTcHZ2RqtWrYrMV967oaqUu7A3kuVtL8nJycUqV5MmTTB9+nTMnj1bCBIiIyMxYcIEHDp0COfOnRO+d1FSlB1vAHF5PvV4k3s9derUKfAtWnm/3+Hn54ft27cLL+w4cOAAZs+eDV1dXZXWWRr1yRhjpaHMBCDXrl3D3bt3sXjx4gK/5nvixAnMnDlTGF6zZk2+jxWWtLzvZq9SpUqJXsjHxcWhbt26iI2NBQCMHDkSI0eORHp6erF+Zf7c+SzO+rOysgr8PwAYGRmpLU/qVhLbQEdHBydOnMChQ4ewadMmHDt2DGlpaQCA+fPnY/z48ShXrlyhaeS+aFK8fY3yvIrW1tYWtWrVKnB5Y2Nj4f9EhMTExHy/Mn9OxanH3OPzXmR/qtjYWHTt2hUtWrQQjjNjx45Fu3bthDrKm9fC6lWhQ4cOcHZ2xpMnTwAAS5Yswc2bNzF8+HCV7nzmrQtVyq14C5OiHRS1j+Z9M1RR5Zo1axY6d+6MtWvXYs+ePcLboS5duoTDhw+Lvv3WBbFnAAAgAElEQVRSEpQdb/IOf+rxJvd6NDQ0ity2QM4dkdxfNY+IiMCMGTPw66+/qrxeddcnY4yVhjLzDMjq1athYWGBgIAA1K9fP9/fuHHjRCeE7du3f/Zf1N3c3ETDebuHfKoDBw4IwYeOjg4WL16MypUrF7sryefOZ3HW/+7dO+H/b968Ec2X+6vZxbFjxw60adMGU6ZMyXfBUVaUxDbYs2cPUlNT0bFjR+zduxcxMTEYOHAggJxgIDw8vMg0cne1UVy829nZiS7GCstbzZo1RcO5uzmpQ3HqMfed0pSUFLx+/brE8uHi4oIVK1Zg3rx5QjelV69eib7uXpx6VdDQ0BB1Mdy5cydiYmLQr18/lfKV9+6w4jXYhdHW1hZ11VK2j7q4uEAqlRarXNevX0d4eDhq166NFStWICYmBitWrBCCqYcPHxZdqGJSdrwBIHpN98cebwpaT0REhPAaX2Wys7PRvXt3SCQSLFq0SBi/aNEiBAYGqrTO0qhPxhgrDWUiAPnw4QP+/vtv9O7dW+mHtIyMjPDdd98Jw8nJycIzCAq5A5QPHz58cr48PT1FX9PevHnzJ6eZW+6LaV1d3QI/1qaKz53PonzzzTfC/+/duyf8P/fFq7e390d9qTcyMhL+/v44efIk5s2bh5UrV35aZj+TktgGy5Ytw6lTp4RhU1NTTJ48WRhW5eOKub+B0LdvXwA5d0Jyb6MdO3YoDeTc3d1FH0f77bffit0l8FMUpx5btWol6oJU0PdMPlW5cuVEd16XL1+O4OBgAMWr19wGDBggOlb16NED5cuXVyk/5ubmojvEqpZZlX1UMU9xynX8+HHRPqmlpYVhw4bBzs4OgGpttrjat28vbPcPHz4ID6hHRkYiOTkZQE7XtPbt2wvLfMy5oVu3bkJ3p4SEBNGD+QUJCAjA7du3cfjwYYwbNw4tW7YEkPMdmIEDB6rUNlStz7x330rifMcYY+pUJrpgbdiwAWlpacIFkzKDBw/GmjVrhGHFl9EVJ4mvvvpK+IDd2rVrYWpqioyMDAwfPvyjbsdLJBKsW7cO7du3R1paGpYtW4bnz5+jSZMmkMvliIqKQp06dTBgwIB83VxyDyub1rx5c2hpaSE7OxuJiYn466+/0Lx5c1y8ePGz5fNzaNu2Lb799lvs2LEDjx8/xooVK1CvXj0sXrwYQE63nhUrVnxU2h8+fBDeRAMA8fHxxU6DiPL1a887/KlKahuMGTMGycnJaNasGdLT0zFr1iwAgL+/v+gBc4WIiAhs374dtra2OH78OK5evQoAaNSokfCBRwCYN28ezp07h2fPniE4OBheXl7o2rUrDAwM8Pr1a8jlcixcuBBAzkV/ixYtEBMTgyNHjsDHxwedOnWCVCrF+/fvkZ6ejt9++w2A8naee5sByPfrsbJ9ojj1aGpqinnz5gkP5/7000/Q1NSEjY1Nvn0oOjpaeBhcmbx5Uhg2bBhWrlyJsLAwyGQyDB06FNeuXYOmpmax6lXBxMQEffv2xfLly4X0i2Px4sVo3rw50tPTsW/fPkyaNAkNGzbEgwcPRA9ex8fHIyEhASYmJpg8eTL279+PR48eYffu3fDz80NGRobwZiV3d3fhw4hA8drLmjVrYG1tLUz/+++/ER0djcqVK6NLly6FlqU4x00FMzMzLF68WKi3adOmYezYsZgzZw6AnDa0ZMkS0QP2X331lRDM3rx5ExMmTED58uXh4+NTYJdfAKhYsSLmzp0rfNyvV69eOHnyJFxdXZGamorIyEgMGzYMXl5eWLhwIbZs2YLz58/DyckJQM45qFq1akhNTcWdO3cwb948TJ8+vchyq1KfTk5OqFy5svBBzMmTJ+PBgwfIysrCxIkTldY3Y4yVGep5269yub9boK2tTZUrVxY+7pRbu3bthA+O5f4zMTERPkyWkJBAw4cPJ3Nzc9LS0iInJyfy9/enyMhIsra2Fi2nr69Phw4dotu3b5OxsbFompmZGd2+fVtY971796h3797k6OhIOjo6ZGBgQDVq1KDRo0dTZGQkvXnzhszNzUVp6Orq0oEDByg0NJQMDQ3z5Tk0NJSIiA4ePEi1a9cmHR0d0tPTo1q1atGsWbOoSpUqom8GHD16tMi6VCWfLi4uwge8FH+2tra0YcMGUVrHjx8nKysr0Xyamprk4uIiqhsFmUxGy5Yto3r16pGhoSFpa2uTo6Mj9evXT/hYIREVKw8KAQEBZGhoSE2aNKE3b94UWQ+5tWjRQvSBw7zbqF27dgUuk3s+DQ0NmjJlChEROTk55Usj93dTitoGhVm9ejW1bNmSbGxsSEtLi/T19alWrVq0cOFCyszMFObL/R0Qe3t7qlSpEunq6pKuri55eHjQnDlzKC0tLV/6cXFxNGHCBHJ3dyd9fX2SSqXk4uJC/v7+dOHCBdG8b9++penTp5OnpycZGxuTpqYmmZubU9u2benIkSNERKI2CuR846Zjx450+PBh0Uf3FHXo4uJC2dnZtH79etF3HICcDwwqPj5a3Hrct28fNW3aVNiPdXR0qE2bNlSxYkXROgICApTW/S+//CL6ICkAcnV1JSKikJAQ4cOIij8LCwvhe0TFqVeFhw8fkkQioVq1ahXWJJQKCQmhb775hiwtLUlDQ4M0NDSoevXq1LRpU1E+q1WrJizz7t07mjBhAlWpUoWkUinp6emRu7s7TZ06lT58+JBvHaqU6/z589SlSxdydnYmqVRK2tra5OLiQqNGjSpyXz1y5Ajp6enlO/bGxMTQqlWrRB8iBEBOTk6i5Y8fP05t2rQhMzMz0tLSInNzc/L19aUzZ84UuL7FixdThQoVSEtLiywsLKht27bCcbiofLZr144sLCxIS0uLzMzMqFGjRvTLL79QQkICNWzYkCQSCUkkEuEbI9nZ2aLv2Sj+mjRpUmj7L059Pnr0iHx9fcnAwICkUil5eHjk+8AlY4yVVRIiJT8zMcbKpFatWuHMmTMAgH79+mHjxo2lnCNWXGlpabCxscGCBQtK9JXijDHG2JegTDwDwhj7OBkZGaWdBfYRNm7cCE1NTfTq1au0s8IYY4ypHQcgjH3B8j5rwcqmzp07Cw98JycnY+7cuRg9ejT09fVLOWeMMcaY+nEAwtgXJvcD3ep8QxX7NLNnz8aePXvQpk0bGBsbY8KECaWdJcYYY6xUcADC2BfE1dUV58+fF4b37t2L8uXL48aNG6WYK1YUKysrHDhwAP7+/jA1NcXFixdV/jo2Y4wx9v8NP4TOGGOMMcYYUxu+A8IYY4wxxhhTGw5AGGOMMcYYY2rDAQhjjDHGGGNMbTgAYYwxxhhjjKkNByCMMcYYY4wxteEAhDHGGGOMMaY2HIAwxhhjjDHG1IYDEMYYY4wxxpjacADCGGOMMcYYUxsOQBhjjDHGGGNqwwEIY4wxxhhjTG04AGGMMcYYY4ypDQcgjDHGGGOMMbXhAIQxxhhjjDGmNhyAMMYYY4wxxtSGAxDGGGOMMcaY2nAAwhhjjDHGGFMbDkAYY4wxxhhjasMBCGOMMcYYY0xtOABhjDHGGGOMqQ0HIIwxxhhjjDG14QCEMcYYY4wxpjYcgDDGGGOMMcbUhgMQxhhjjDHGmNpwAMIYY4wxxhhTGw5AGGOMMcYYY2rDAQhjjDHGGGNMbcpEAPLTTz9BV1e3tLOhFsuWLYOWllZpZ6NMk8lksLOzg0QiwaNHj1Raxt7eHj/99NNnztmXy9zcHHPmzCntbJQI3oe+fHv27IFEIsHbt28Lne/48eOQSCTC3/79+4VpycnJmDlzJqpWrQpDQ0NIpVJUrVoVc+bMQWZmZr60rly5gm7dusHKygo6OjqwsbGBn58fAgMD881ramoKfX19PH/+PN+0nTt3QiKRKM3zvXv3IJFIcPny5ULLVhJ+/fVXWFhYwMzMDIB4P+f9JEdAQACqVaumdPo333yDVq1aqTFHxaNqO09LS8PEiRPh5OQEqVSKChUqYP78+cjOzlaatrraSFmvY1Y6ykQA8qXo3r07Nm3a9ElpNG/eHCtWrCihHCl3//59VKhQ4bOv53M4efIk4uPj4erqii1bthQ4j6WlJZ49e6bmnH25Fi1ahPbt25d2NkrE59iHli9fjn79+pVomuzT1atXD6dOncLatWvzTevatSvWr1+PcePG4cyZMzh79ix69eqFn3/+Gd9//71o3qVLl6JJkyZ48+YN5s6di/3792PGjBmIjIxE/fr1sW3btnzpZ2ZmYvz48Z+tbJ8qMzMTP/30Ezp37ozz588DKHv7+ZdwHhoyZAjGjBlT2tlQStV2PmDAAGzatAkzZszA6dOn8f3332Pq1KmYN29eKea+5HwJbYkVD/88UgxBQUHw9fX9pDQ8PDzg4eFRQjlSLigo6LOv43PZtGkTWrdujbp162L9+vWYM2eO6BfHFy9eIC4urhRz+OXp27dvaWehxHyOfehL3l/+PytfvjxatWqFe/fuicbfv38fp06dwr59+9ClSxdhfKNGjSCVSrFnzx6kpKTAwMAAt2/fxtixYzF48GCsXr1alM7gwYPRs2dPDB48GPXr10elSpWEaf7+/ti8eTMuXrwIHx+fz1vQj5CUlITs7Gy0adMGNWrUAFD29vMvYb/66quvSjsLSqnazrOysnD8+HEsWbIEffr0AQA0adIEISEh2LdvH6ZNm1ZaRSgxX0JbYsXzRdwBsbW1xezZs4Xh169fQyKRwM/PTzSfjY0NFixYAADYsWMH6tSpAyMjI5ibm6NTp06IjIwU5o2KikKPHj1gZWUFPT09uLu7Y82aNUrzIJFI8PTpU/Tv3x+mpqYAcu6I+Pn5Yfr06TA0NMTcuXMhkUhw9epV0bK3b9+GRCLBiRMn8t3ytLKywp9//okff/wR9vb2MDExQceOHfH69WthnpiYGHTo0AH6+vqwtbXFggUL8NNPP8Hd3b3AvM6cORN9+/bF8+fPIZFI8McffwAAoqOj4efnBzMzM0ilUlSvXr3AX/5yy1vGw4cPY+HChTA0NBTNFx0dDYlEgsOHDwMAVq5cCUtLS9y4cQPe3t4wMTGBs7MzNmzYUOj6Pnz4gIMHD6JXr17o1asXXrx4Ify6BwDnz5+Hk5MTAKBixYro3LmzME1TUxM///wzrK2toauri/bt2+PNmzfC9Li4OPTp0weOjo7Q19dH/fr1RWmHhYVBIpHg3Llz6Ny5M8zNzWFlZYWRI0dCJpMJ8wUGBuKrr76Cubk5DA0N4eXlhdOnTxdarpcvX6J9+/bQ09ODra0tZs2ahcmTJ8PV1VWYx9DQEAsXLhQtN2jQINStW1flMty/fx8SiQSHDh2Ch4cHvLy8AOTvghUcHIw2bdrA3NwcxsbG6Nq1q6i7SVZWFn788Uc4OjpCV1cXDg4OGDduXIFdWxTevHmDPn36wM7ODnp6eqhSpQr+/PNP0TxXrlxB7dq1oaurCw8PDxw/fhyNGzfG8OHDVa7fvPuQn58fevTogY0bN8LV1RVGRkbw9PTE9evXhXkuXboEHx8fmJqawsjICI0bN8bFixcBAM2aNcPGjRuxefNmSCQShIaGFli+zMxMTJkyBfb29jA0NETjxo1F+3pGRgbGjx8PBwcH6OjowMnJCVOnThW6QCja18mTJ9GyZUuYmJjA0dER27dvx82bN+Hl5QVjY2PUqlULt27dEtL9+uuv0a1bNyxcuBCOjo7Q09ND3bp1RV2HLCws8Mcff6B9+/bQ1dVFQkKCStu5qOOgKsfJnTt3ol69ejA0NIS1tTXGjh2LtLQ0YXp2djYCAgJQrlw5GBsb47vvvhPy97EU7bCg9jh+/HjcuHEDBgYGAHLai5GREX7//fd882pqamLFihWQy+VYuXKlaFqzZs3QoUMHjB49GnK5/JPyu379eri7u0MqlaJ8+fLo1asXYmNjhenFPcafPn0a5ubmAHKO0YouzIV1tczOzsbMmTPh5uYm7J95y1zYflKQwtrHx56HlB3DVMl/TEyMcJy1trbGzJkzleZdIXf3IFXPAXnJZDJMnz4dlSpVgp6eHuzt7TFixAikpKQI86hyrs9L1XZuamqK9+/fC8GHgpaWVpFdrCQSCa5fvw5PT0/o6urC2dlZtD06dOiADh06iJbZtm0bJBIJkpOThXGbN2+Gh4eH0A42btyodJ2vX7+Gk5MTevXqBSICUPhxRFlbYl84KgOmTp1KUqlU6XR/f39q06aNMLxz505ycHAgGxsbYdyjR48IAIWEhNDNmzdJIpHQ1KlTKSwsjG7evEnNmzenmjVrCvO3bNmSGjVqRDdv3qTHjx/TihUrSFNTk06cOFFgHqKjowkALV26lOLj44mI6LvvviM3Nzfq0KEDXbhwgeLi4sjZ2ZmGDh0qWvann34iOzs7kslktHTpUtLU1BSm2dnZkZ2dHW3YsIGysrIoKiqKbGxsaNiwYcI87du3J1tbWzp58iTdvn2bOnToQJUqVSIPD48C85qSkkKjRo0iBwcHiouLo7S0NMrIyCA3NzeqWbMmXbhwgcLDw2nGjBkEgA4cOKC07vOW8e3bt7RgwQIyMDAQzRcVFUUA6NChQ0REtHbtWtLR0SFfX1+KiooiuVxOM2bMIG1tbYqOjla6vhUrVpCpqSmlpaUREVHjxo2pb9++wvTMzEzatWsXAaDg4GBKTEwU6tHV1ZUCAgIoMDCQ9u7dSyYmJsK2kMlk5OnpSZUqVaIzZ87QgwcPKCAggHR1denu3btERBQREUEAqGbNmnT16lUiIjp9+jQBoF27dhERUVpaGpUvX546dOhAISEhdP/+fRo1ahQZGBgUWq7mzZuTvb29sO5hw4aRra2taBsaGBjQggULRMsNHDiQPD09VS5DeHg4AaA6derQhg0b6M6dO0REVL58eZo9ezYREb148YKMjY2pXbt2dOfOHbp16xb5+PhQpUqVKD09nYiIZs+eTZaWlnTixAmKjIykI0eOkK2tLU2ePFlpGX19fcnFxYUuXLhAjx49ovXr15Ompib9888/orrz8fGhkJAQOn/+PNWqVYtsbW1pxIgRKtdv3n2oV69eZGNjQ0OGDKHk5GRKTU2l1q1bU9WqVYmIKDk5mYyNjWnIkCH04MEDun//Pg0bNoz09fXp3bt39OHDB/L09KSePXtSXFwcZWdnF1i+gIAAsrCwoF27dlFgYCD17duXDA0N6cmTJ0RENGDAADIzM6OdO3fS48ePadu2bWRkZERjx44lov/al5eXF4WFhVF2djZ99913ZGRkRK1bt6aXL19Seno6tWjRgry9vYX1duvWjUxNTWno0KGUlpZG79+/pzZt2pCjoyPJZDIiIrK1taWqVavShAkT6OrVq5SVlaXSdi7qOFjU9P379xMAmjRpEkVERNDRo0fJ3t6e/P39hfzPnj2bdHR0aMOGDRQREUErVqwgR0dHAkBxcXFK21Nud+/eJQBCW8rIyKAKFSpQ+fLlac2aNfT27Vuly1apUoXat29faPre3t7CfkZEZGJiQuvWraPw8HDS0dGh1atXC9N27NhBhZ06FXm9dOkSERFt2bKFJBIJ/fLLL/To0SM6f/48ubm5kaenJ8nlciIq/jE+MzNTOOdt2LBBKH/u/TzvfjJmzBjS19enzZs3U0REBK1cuZJ0dHRo3bp1RFT0flKQwtrHx56HlB3Disq/Ij8ODg7C8XHEiBFkbW2ttB6Jcvavli1bEpFq54CCLFiwgHR0dGjnzp0UHh5OJ0+eJDs7Oxo9erQwjyrn+ryK084VUlNT6dWrV7Rq1SrS09OjHTt2KJ136dKlpK2tTd7e3rR//366desW+fn5kYaGhnBO8fX1JV9fX9FyW7duJQCUlJRERER79uwhTU1N+u233ygwMJAWL15MEomEdu/eTUTiOk5NTSUvLy9q3rw5ZWRkEFHRx5GC2hL78n0RAcimTZvI2NhYONkOHTqUJk6cSIaGhvT48WMiyrngtbCwILlcTgkJCRQYGEhZWVlCGgcPHiQAFBsbS0RElpaWwoFa4fr16/T69esC85CWlkYAaOPGjcK4Xr16kba2thCQEBHNmTOHypUrJ+xYRERVq1YVLtwKCkBatWolWteAAQOoXr16RET0+vVr0tDQoOXLlwvTExMTydTUtNCD6sSJE8nJyUkYVuzgISEhovkaNWqUb/25FVRGVQMQAHT58mVhnhcvXhAAOnLkiNL1eXl50ZAhQ4ThdevWkaGhIaWkpAjjjh07RgDo6dOnwjg7Ozvy8vISpeXv70+1a9cmIqLjx48TADp37pwwXSaTkaurKw0aNIiI/jv5zJkzR5SOs7MzjR8/nohyTvx37twRnQgSExMLPUEpgtfc21Aul5OLi0uxApDilOGHH34QpZP7wmTSpElkYmJC79+/F6a/ePGCNDQ0aNu2bURE1KNHD+GEoRAWFkaPHj0qsIyKdSsuxhXq1KkjnGB3795NAOj+/fvC9EuXLhEAIQBRpX4LCkCMjY0pNTVVGLdlyxYCQCkpKfTgwQPRBSERUVZWFp0/f15oV97e3qJAN6/ExETS1dWlpUuXCuMyMjKoW7dudPLkSXr79i1paWnR77//Llpu6tSpZGBgQBkZGcK2WbRokTD9wIEDBEA4URMRLV++nHR1dYXhbt26kaGhoeike+XKFQJAZ86cIaKc9p/7AppIte1c1HGwqOn169enpk2biqZv27aNJBIJRUVFERFR5cqVqXv37qJ5Bg8e/EkBCFHOj04NGzYkACSRSMjDw4NGjx5NQUFBomUNDAxo+PDhhabfs2dPsra2FoZNTExo7dq1RET0ww8/kIWFhVCPxQ1AatWqRV9//bVonlOnTgnHx489xsfFxeVrO8oCkISEBNLR0aEZM2aI0hg0aBBVqlSJiEil/SSvotrHx5yHCjqGqZJ/ZcfZKlWqFDsAKewcUJBXr14JgZLCuHHjhB9BiIo+1yujajtXaNq0KQGgcuXK0fbt2wtNe+nSpfnOyQkJCSSVSmnKlClEpFoA0rBhQ+rWrZtongkTJtAff/xBRP/VsVwup27dulG1atXow4cPwryqHEfytiX25fsiumC1bNkSiYmJuHv3LgDgwoUL8PHxgZeXFy5dugQAuHjxIlq1agWJRAJjY2M8ffoU7du3h7OzM6ytrYW+se/evQMAdOzYEfPmzcMPP/yAM2fOIDMzE97e3rCysipW3lxdXYU3kABA//79kZiYiCNHjgDIuZ0cFhZW6AOuiv67CuXKlcP79+8BABEREZDL5WjUqJEw3cjIqNhvlAgKCoKenh5q1qwpGl+3bl2lXU4U8paxOHKXrVy5cgAglC2vhw8f4ubNm+jVqxeys7ORnZ2Nrl27Qi6XY9++fUWuq2HDhqJhS0tLJCUlAQBu3LgBqVSKpk2bCtM1NDTQpEmTfOUvbHtoa2sjMzMTAQEBqFq1KmxsbFC5cmUA/7WtvMLCwgAAtWrVEsZJJBLUr1+/yDLlVpwyNGjQoNB0vLy8hK6EAODg4ABnZ2chnY4dO+LMmTPo2bMn9uzZg/fv38PNzQ1VqlRRmq6hoSGWLFmCmjVrwtbWFtbW1rh7965QLw8fPoSpqamoW0njxo2FriTAx9UvAKHrg0LutlalShW4urqiV69emD9/PoKDg6GpqYmmTZtCX19faZq53bt3D+np6ahXr54wTkdHB3v27MFXX32F27dvIzs7O982rVu3LlJSUhARESGMy93tztjYGADg5uYmGpeeno6MjAxhXNWqVUVvClQ8A/P48WNhXN5trup2Luw4WNh0uVyOwMBAtG7dWrTeZs2agYhw+/ZtZGZm4vHjx0I3GgVvb+/8lVxMVapUwZUrVxAWFoZFixahYsWKWLNmDTw9PTFu3DhhPg0NDWRlZRWallwuh4ZGwafD6dOnQyKRYNasWcXOY1ZWFu7cuVNguwCA0NDQEjvGFyY0NBSZmZkFbqvHjx8jOTn5o/aT4p5Hi3Meyt2eVcm/4jibu61JJJJ8bU8VhZ0DCmJubo5jx46hfv36cHBwgLW1NVavXp3vmFXcdAHV27nC0qVLceLECXz//ffo169fvm5qBWnSpInwf2NjY3h4eODhw4dFLqcQFBQkOjYCOW9oGz16tGjcpEmTcOXKFRw7dgwmJiYAoNJxhP3/9EUEIPb29nB1dcXly5fx5s0bhIeHo1GjRmjUqJEoAFE8TLZr1y50794d3t7eOHbsGEJDQ/M9fLhy5Ur88ssvwnIWFhaYNGlSoa+sK4hiJ1KwtbVFu3bthLc37dmzBw0bNiz0wi33hZMC/dsvMj4+HkDOCSm38uXLFyufiYmJMDQ0zPf6SCMjI+EiXZm8ZSyOwsqWl6LPqI+PD7S1taGtrQ0zMzOkpqZi8+bNRa5L0edbQSKRCOtKTExERkYG9PT0oKurK/xt3LgRr169UjnPERERaNGiBdLT07Ft2zYEBwcX+XCcon4VF5sKebdpUYpThsK2WWJiIs6cOSNKQ1dXF5GRkUI6/v7+OHDgAN6/f4/evXvD0tIS33zzjeiZmtyysrLQpk0bnDp1CosWLcLNmzcRGhqK2rVrC/PEx8cXWObcbflj6hcoeJsBOdtNU1MTly5dQo8ePbB27Vp4enqiQoUK2Lp1a5HpKiguEvK2MYXExEQAyrdx7n1MKpXmW76g15Dn3k/yPnOlyMeHDx+EcXm3uSrbuajjYGHTU1NTkZ2djRkzZojSd3FxAQC8evUKKSkpIKJ82ydveT6Fm5sbxo4di0OHDiE2NhZ9+vTB77//jps3bwLICbqePn1aaBrPnz+Ho6NjgdOMjY0xd+5cLF++vFgXZQCQkpICuVxeaLsoqWN8YRTts3nz5qJt1b9/fwA5ffI/Zj8p7nm0OOeh3O1Zlfwrli+Jtlac8xYAjBw5ErNnz0ZAQAAuXryI0NBQDB48+JPTza2odq5QvXp1tG7dGvPnz8f06dPxww8/iJ5FyUsikdQ5WXQAACAASURBVORrewYGBoUuk1tqaioyMjKUHhsVbt68iUWLFiExMRGpqami5Ys6jrD/n76Yt2C1bNkSV65cgaWlJapXrw4TExM0btwYI0eORFRUFJ4/fy78YrR27Vq0aNFC9OB67ocigZxfWkePHo3Ro0cjNjYWW7ZswdSpU2FpaVngrwrFMWjQIPj5+SEpKQl79uzBqFGjPjotxYVJ7h0WKPzX4IKYmJggKSkJRCQ6+CcmJhY7wCjoHfh567e4ZDIZtm3bhlGjRqF3796iaYGBgRgxYgRevnwJOzu7j0rfxMQEurq6CAkJyTdNU1NT5XR27dqF7Oxs7NixQ9g2L168KHQZxYE57wE97y9fRdVrSZVBse/kDcoB8UVQp06d0KlTJ6SkpODIkSMYM2YMBg0ahIMHD+Zb7saNG7hz5w4uXrwo+jUtLi4OFStWBJDTlvO2Y0Dclj+mflVhYWGBBQsWYMGCBXjw4AEWLVqEPn36wN3dHZ6eniotD/x3IZSXYh/KO10x/ClBPIB8F2eKdBV3epTlqajtXNRxsLDpY8aMEaYPHDgw3zqsrKyEX87zPnSeO3DKKzMzE8HBwXB2doalpaUwDoCQXlZWFl69epUvaDAyMsLcuXOxZcsWhIaGwsvLC82bN8e6deuUHj/evn2LkJCQQl+5O2DAAKxYsQJjx44tsKzKGBgYQFNTs9B2UVLH+MIo2t+2bdtQvXr1fNMdHBwAFH8/Ke559GPPQ6rk/8mTJwCK19ZKgkwmw4YNG/DTTz/B399fGP+pL1oAVG/ndnZ2OHv2LLp06SIKuGrWrIm0tDRERUWJ7rLmRkRIS0sTBUfJycnCvpf7hzyF3OclfX196OvrKz02Kujq6uLcuXMYOnQoevXqhatXr0JbWxv6+vpFHkfY/09fxB0QAGjVqhWuXLkidL8Ccm7RRkZGYteuXXBzcxMOounp6fl+Pfrrr78A5OxsCQkJ+Ouvv4Tb8lZWVhg/fjwaNGggdPNSRpVfK3x9fWFmZob58+cjMjIy39u6ikPR/ST3rxxJSUlFvnUpb17r1q2L9PR0BAcHi+a5du1avlunRTE2NkZqaqqoW8On3iY9efIkYmJiMHToUNStW1f0N2DAABgbG+d7Y5eqvxwBObfl09PTIZPJ4ObmJvwp3liiqvT0dBgYGIh+sVbkS1l+FF1ucgcOMpks39vSjI2N850s79y5U+Jl8PLyQkREBFxcXETpaGhowMbGBgBw4MAB4TsrBgYG6NGjBwYPHqx0/0hPTwcg/tX22rVrePr0qVAvlStXRnx8vOhtdFeuXBG9Uvlj6rcoT58+xYEDB4Rhd3d3rFq1CpqamqLXuxaWvqurK/T19XHhwgVhnFwuR9OmTbFlyxbUrFkTWlpauHLlimi5a9euwcTERNiPP9a9e/dEF6SKN2Apu6gAit7ORR0Hi5quoaEBT09PPHv2TJS+s7MzdHR0UK5cOeGDaHm715w6dUppvhMTE9GoUSOsX79eVH4Awmtyx40bh9q1axf4IUNFVxxra2sAwIgRIyCXy/HDDz/ke5uVXC5HQEAAdHR0MHToUKV50tDQwJIlS3D8+HGcOXNG6Xx5aWtro2bNmgW2CyDnOyefcoxXVc2aNSGVSvHmzRvRtipfvjwsLCwglUpV3k8UVD2P/h979x0XxfH/D/x1lOPuaMLRFLAgCohSxIKCWMCKiUaNitgSDRpBUbHFAhoNdmNiwRYrUaPG2GtUBMsHRUFUlCKIkIgdQVDq+/cHv9svyx2wKEHz+czz8eDx4LbMzs7O7Ozszs7WRj0kJP6K82z5vFZUVMQbJfCfUFJSguLiYt65Lzc3F0eOHHnvc5aC0HyelZWFkSNH8o4fUDYKnpqaGjdyZGXKfzTzzZs3uH//PtfNU1W9VLG+d3Z25p0bAWDy5Mm8LlgODg5wcXFBeHg47t69y41QJuQ8ovCh6cl8Wv41DZCuXbvir7/+wpEjR7g7rLq6unBwcMDatWt5Y3m3b98eZ8+eRXR0NNLT0/Htt9+iQYMGAMoq7oKCAvj7+8PPzw9xcXFIS0vDnj17cOPGDV7/+vIkEgmkUikuXryIuLi4KvsUa2hoYNSoUVi2bBkGDBig9Pi9JqysrNC6dWv88MMPuHr1Ku7fv48RI0ZwlWtlDAwMkJWVhaioKKSnp6N3795o0aIFvvnmG1y/fh2pqamYPXs2YmJiavzEx8XFBUTEDambmJiIdevWvfc+AmXf/mjZsiXs7OyU5onFYvTr14/rhqU4IR0/fhwJCQmCwvfy8oKzszOGDx+Oixcv4uHDh9izZw+cnZ1rFPf27dvj2bNnXLen9evX49q1azAxMcGtW7dU3gVq1KgROnbsiEWLFuHUqVOIjY1VGi4RKEvXQ4cO4cWLFygsLMTixYu57hm1uQ/jx4/HmzdvMHr0aK4P+qJFi2Bvb89dBK1evRpDhgxBZGQk0tLSEBERgX379lVaPhwdHSGRSPDzzz/j8ePHOHPmDAICAtCjRw8kJibi6dOn8Pb2hlQqRWBgIO7fv4/Lly8jKCiIa/S8b/pW59GjRxg4cCBWrlyJxMREJCUlYdGiRVBTU+P6mRsYGCA2NhZxcXG8NFfQ09PD119/jdDQUOzatQs3btzA+PHjERMTAzc3NxgaGuLrr7/G4sWLcfjwYTx69Ag7d+7EunXrMHny5A/+2rCBgQHGjBmDhIQE3LhxAzNmzECzZs3g7u5e6TrVHWc1NbUqz4PVzQfKhgI9ePAglixZgqSkJMTFxWHEiBFwc3Pjntr4+Pjg8OHD2Lx5M+7cuYOVK1eqfIqnYGRkhIEDByI0NBTr1q3Drl27MHv2bHh5ecHKygpA2YWZWCxGx44dsWHDBly8eBHnz5/H0qVL4ePjAycnJ/Tu3RtA2fsz69atw/79++Hm5oYtW7bg5MmT2LRpE1xdXfHHH39g+/bt1TbiO3XqhC+//JLXMBJi2rRpOH78OFatWoX09HRcuHABgYGB6Ny5M9q0afPe5/ia0NPTg5+fH0JCQvDbb79xZbp79+7c+5FCykl5QvJHbdVDQuLfqFEjdOjQAYsXL8aZM2cQFxcHPz8/iMXiWktHVcRiMZycnLBjxw6kpqYiPj4effv2RZ8+ffDy5UskJibWuGu3gtB87uLigh49emDSpEnYsGEDoqKi8OOPP2Lp0qUYM2ZMpV1UgbJG8qJFi3Dp0iU8ePCAG27dx8cHQFm9dP36dcTHx4OIcOrUKZw6dYoXxpQpU3DmzBmEhIQgJiYGa9aswdq1a1W+52hjY4Nly5Zh6dKlXMNHyHmkYl4qLCyEq6vrB38cmvmI6uZd96pVNwqWQtu2bQkAb6SqiRMnKg0l++LFC+rXrx/p6OhQ/fr1af78+VRSUkLdu3cnLS0t2r17N0VHR1O3bt1IX1+fJBIJ2dnZ0YoVK6rc/oIFC0gmk5FcLqdXr16Rr68vubm5qVz22rVrvFFqFFSNgjVnzhzeMkFBQdS0aVPud2JiIrm7u5OWlhY1adKEtmzZQuPHj1ca9aa89PR0srW1JbFYTMHBwURUNlLVoEGDSF9fn8RiMbVu3ZoOHTpU5T5Xto+hoaFUv3590tPTIzc3N4qNjeUdB8UoWOVHIsvNzSUAtGvXLl5Yr169IolEQgsWLKg0HseOHSMAdP36dSouLqbevXuTWCymrl27EpGwdHzy5AmNGDGC5HI5d8xXrVrFzVeMgHL27FleOC4uLjRmzBju9/Tp08nIyIj09fXJx8eHsrOzKSQkhCQSSaWj7aSlpZGnpydpaWmRiYkJBQcHk7+/P290luTkZHJ3dydtbW2ysLCg+fPn06xZs7iRvD5kH8qPjkNEFBMTQ56eniSTyUhPT486duxIJ06c4G1n2LBhZGxsTGKxmBo2bEgTJkzgjVxS0Z49e6hx48YklUqpU6dOFB8fTydPniQ9PT1uP48ePUrNmjUjLS0tatOmDV2+fJlsbW15I95Ul76qRsGqmEePHj1KALgRVHbu3EmOjo7c/nbo0IGOHTvGLX/ixAmSy+Wkra1Np06dUrl/b9++pUmTJpGpqSnJZDJydXWliIgIbn5BQQEFBQVRgwYNSENDg5o0aUKhoaHcUKuqjs2FCxcIACUnJ3PTFCPMKEa9GjhwIHl5edGmTZuocePGJBaLqV27dvTgwQNuHVX5n6j641zdeVDIeXL37t3k4OBAYrGYjI2NqV+/fnTv3j1u/rt372js2LGkp6dHOjo6NGTIEDpw4ABvVMKKXr16RWPGjCFjY2OSy+Xk4+OjNARpamoqTZgwgaytrUkmk5FEIiEbGxuaOXOmynx69epVGjBgAJmYmJCmpibVr1+ffHx8lEYvIuKPglXew4cPSSqV1mgULKKy0fxsbW1JU1OTjI2NaezYsbzRyd7nHF+TUbCIyka0mjdvHjVs2JA0NTXJ0tKS/P396fXr19wy1ZWTiqrLH+9TD1V2DhMSf1Xn2Tlz5vBGo6pI1ShY1dUBFcXFxZGLiwtJJBKytbWlAwcOUEZGBllZWZGuri6lpaUJqqNUEZrPc3NzacqUKWRmZkZisZiaNWtG8+bN440OWNGqVavI0NCQLl26RE5OTiQWi8nKyor27dvHLZOXl0e+vr5Ur149ksvlNGzYMNq3bx8B4KV9WFgYWVtbk5aWFjVv3pzWr1+vMo2JykYn69mzJzVu3JgLo7rzSMW8pBiZtOIobMy/h4iIPdP6J8ycORPHjx9X+ei6pvLz81FYWMgbzcbT0xOGhobYv3//B4fPfBwBAQGIiIiolTzyb/Hy5UvIZDKui1VBQQEMDQ2xbNky+Pv7f+TYfZoGDRqE7OzsWu2Sw3xa2DmeYZj/Nf+al9D/LRITE7mRgP74449aCbNv37548uQJNm7cCFNTUxw7dgznz5/nvjrOMP8GOTk5sLKygpeXF4KDg6Gmpobly5dDXV0dAwcO/NjRY5iPhp3jGYb5X8MaILWsTZs20NfXx48//ojPPvusVsLcs2cPpkyZggEDBiAvLw/W1tbYvn07vL29ayV8hqkLenp6OHPmDGbOnAl3d3eoq6vD0dERZ86cqdX+7gzzb8PO8QzD/K9hXbAYhmEYhmEYhqkz/5pRsBiGYRiGYRiG+fdjDRCGYRiGYRiGYeoMa4AwDMMwDMMwDFNnWAOEYRiGYRiGYZg6wxogDMMwDMMwDMPUGdYAYRiGYRiGYRimzrAGCMMwDMMwDMMwdYY1QBiGYRiGYRiGqTOsAcIwDMMwDMMwTJ1hDRCGYRiGYRiGYeoMa4AwDMMwDMMwDFNnWAOEYRiGYRiGYZg6wxogDMMwDMMwDMPUGdYAYRiGYRiGYRimzrAGCMMwDMMwDMMwdYY1QBiGYRiGYRiGqTOsAcIwDMMwDMMwTJ1hDRCGYRiGYRiGYeoMa4AwDMMwDMMwDFNnWAOEYRiGYRiGYZg6wxogDMMwDMMwDMPUGdYAYRiGYRiGYRimznwSDZD+/ftDJBJh//79SvOysrIgEokQERHxEWL27zZ8+HC4u7vXybbmzp0LiUTyweGsXbsWGhoaHxxOQEAAWrZsWaN13N3d0atXrw/e9j8hJSUFIpEIf/75Z62HnZ6ejvbt20MikWD16tWC1ql4nIyMjLBo0aJaj1tdhc8wDMMwTN35JBogAKCuro7p06fj7du3HzsqNXL37l00btyYN83ExAQPHz78SDGqfevWrcPo0aM/OJwvv/wS27dvr3KZrl27Yv369R+8rU+dkDxSV/lo69atSEhIwJkzZ+Dj4/OPb+99rFy5En369PnY0WAYhmEYphZ8Mg2Qzz77DNnZ2Vi+fPnHjkqN3Lhxg/f70aNHePbs2UeKzT+j4j7+k+HY29vDz8+vVrb3qRKSR+oyH718+RKNGjWCh4cHTE1N62SbNTVq1Ci0bt36Y0eDYRiGYZha8Mk0QPT19TFv3jwsXboUmZmZVS57+fJleHh4QCaTQUdHB926dcP169erXMfU1BSrV6+Gn58fjIyMYGBggGnTpuHp06fo168fDA0N0bBhQ94d+pKSEgQHB8Pa2hpSqRQWFhbw9/dHXl4eAGD+/PkYNWoU0tPTIRKJEBAQgEaNGgEAmjRpgv79+wMAiouLMX/+fNja2kIqlaJ58+YICwvjxc/Y2BirV69Gnz59IJFI8Pr1a978xMREiEQiREVFcdP27t0LkUjEC+v+/fsQiURcemhoaOCPP/6AjY0NtLS00KpVK8TExAjexy5dumDbtm3YsWMHRCIR4uLiqkznyohEIqSlpeGrr75CvXr1AJQ9ERkyZAiCg4Oho6ODY8eOqeyCtXfvXrRt2xY6OjowMzPDlClTeE/K/v77b/Tp0wdSqRRmZmaYP3/+e8VRiMuXL8PZ2RkSiQT29vY4deoU3N3dMWHCBG6ZzMxMDBkyBIaGhlyah4eHAwAiIiJU5pHyqlomLy8Pvr6+0NXVhb6+PqZMmYKSkhJu/rNnzzBy5Eg0bNgQMpkMrq6uVXZfdHd3x9q1a3H37l2IRCIsWbKE28+alrGK6VTZ+hs3boRUKkVhYSG3/Pjx4yESiXDv3j1u2oYNG6Cvr4/i4mJeF6ywsDCYmJggOjoa7du3h76+PqysrLB161ZeHDZt2oRGjRpBKpWia9euXNnYt29fpfGuLv0U6XT06FHY29ujXbt2ACovv7/88gtatGgBLS0tyOVy+Pr64smTJ1x4qsrAu3fvIBKJWJczhmEY5r8XfQL69etHw4cPp8LCQmrevDn5+Phw8x4/fkwA6MKFC0RElJiYSBKJhIYOHUq3bt2iW7du0eeff066urqUkZFR6TbMzc3JwsKCjh49SqWlpbRhwwYCQK1bt6YrV65QaWkpzZ07l6RSKb18+ZKIiJYvX05isZj27t1LSUlJdObMGTI3N6fAwEAiIsrLy6NJkyaRpaUlPXv2jHJycui3334jAHTz5k3KyckhIqLJkyeTTCajHTt2UHJyMoWFhZFYLKYtW7Zw8WvQoAHZ2dnRjBkz6MqVK1RUVKS0D5aWlrR48WLu9/jx48nS0pKXXhs3biQDAwMqKSkhX19fatKkCfXo0YOioqIoKiqKHBwcyM7Ojlu+un3Mzs4mFxcXGjp0KD179oyKi4tVpu+cOXNIS0ur0vTPzMwkALRmzRp68eIFERENGzaMbG1tqW/fvnTx4kV6/vw5rVmzhtTV1bn1Dh06RABo1qxZlJycTCdOnCALCwsaPnw4t4ynpydZWlrSuXPnKCEhgfz9/cnMzIzs7e0rjY8qbm5u1LNnz0rnv337luRyOXl4eFBsbCxFRESQk5MTNWjQgPz9/YmIqKCggGxtbcnR0ZEuXrxISUlJFBISQgDo8OHDVFhYqDKPlKdqmeTkZAJATk5OtGbNGoqLi6Nly5YRANq7dy8REZWUlJCLiwtZW1tzaREQEEASiYRu376tcp+ys7NpzJgxZGtrS8+ePaP8/HxBZazicZLL5bRw4UIiqr6MpqSkEAC6evUqt76trS1ZWlrSxo0buWk+Pj7Ur18/pfA3b95MYrGYvL29KSMjg0pLSykkJIQ0NTUpMzOTiIiuXbtGAGjixIl079492rlzJzk5OREA2r9/v8q0EJJ+SUlJ3Hlj69atFB8fT0Sqy+/OnTtJJBJRaGgoJSYmUkREBNna2pKLiwuVlpYSkeoyUFhYSN7e3txxZRiGYZj/Np9MA8TX15eIiI4ePUoA6NKlS0Sk3ACZPHkyGRkZUWFhIbd+bm4uSSQSWrRoUaXbMDc3p88++4z7/fr1awLAXTgSEd29e5d3YfT48WPuAkNh6tSpvAv4mTNnUqNGjbjfJ0+eJACUlpbGbUcsFlNISAgvnLFjx5K1tTUvfi4uLlUlE40ePZq8vb2537a2trRw4UKysLDgpvn6+tKgQYO4/6VSKT1//pybv2XLFgJAr1+/FryP7du3p1GjRlUZt+oaIG/fviUAtG3bNl5cNTU1uQYJkfKFraurK3Xu3JkXVnh4OIlEIsrIyOAaNuvWrePml5aWUvPmzWu9AbJ//34CQHfv3uWmRUVF8fKRosEUGxurFLaXlxcRKecRVSouo2iAzJgxg7echYUFTZkyhYiITp06xSsrRGUX1TY2NjR27NhKt+Xv789LKyFlrKoGiJD1GzduTMuXLycioqysLNLQ0KDg4GBew9LCwoLWrl2rFP7mzZt55wgiokePHhEAOn78OLdPpqamvAbzwoULq2yACEk/xXEICgrirauq/Do5OXENKIWzZ8/y4q6qDDAMwzDMf7tPpguWQt++fdGrVy9MmjQJpaWlSvNv3LgBFxcXaGpqctN0dHRgY2NTbfcgGxsb7n89PT0AgK2trdI0RfcJIyMjnDx5Eq6urrC0tISZmRk2btyIly9fCt6fuLg4FBYWokePHrzpXbp0QUpKCt68ecNN69ChQ5VheXp64sqVKyAiPH36FCkpKRg/fjyeP3/OvawcFRWF7t278/ZZLpdzv01MTAAAubm5tbaPH8LGxgaGhoYq55WWliImJkZl2hERbt26xXXZUXSFAcq6e5X/XVvu37+PevXqoUWLFtw0d3d3GBkZcb9v3LgBqVQKR0dH3rpt2rR57+5r5XXs2JH328TEhDuW0dHR0NLSQufOnbn5ampq6NSpU422/SFlTOj6np6euHz5MgDg4sWLcHZ2hpeXF9fFMDU1FZmZmby8XJGDgwP3v4GBAQDg1atXAMqOVYcOHaCurs4t88UXX1QZ75qkn6qyWn5aUVER4uPj4erqylumTZs2AMALr6oywDAMwzD/jT58vNN/wKpVq+Dg4IBt27bB29ubNy8nJwdmZmZK6+jq6nIXYpXR0tJSmqZq6FgiAgBMnDgR4eHhCAsLg5ubG6RSKZYuXYo9e/YI3pecnBwAZaM7iUQibrqicZWVlQVra2sAZe/BVMXLywuvXr1CQkICEhIS4OjoCCMjI7Rt25a7cHv06BHvok1bW5sXhiIOtbmPH6Kqfc7Pz0dxcTFCQkLw/fffK81//Pgx17iSSqW8eTo6OrUbUQAvXryArq6u0vTyDbycnBzo6OjwjjUgLH8Koep4Ko5lTk4OCgoKlNKiuLhYZZmpzIeUMaHre3l5YdKkSQDKGiAeHh5o27YtHj9+jIyMDERGRqJhw4Zo3rx5pdupuJ/A/+XrFy9eoEGDBrx55Y9TZfEWmn6q8m35aXl5eSgtLeVuaigo8k/5dKyu3DMMwzDMf5tPsgFiZ2eHCRMmYM6cOejSpQtvnr6+PndRX15OTo7SBceHKCkpwdatWzF37lwMHz6cm17x5fDqKC4uwsPD0apVK6X5lpaWgsMyMzNDixYtcPnyZdy6dQudOnUCUHYX/tKlSyAiNG3aFE2aNBEUXm3t4z9FJpNBU1MTgYGBGDNmjNJ8U1NT7sXminHOzs6u9fhIJBLk5+crTS//tEhfXx+5ubkgIl4jJCcn5x+/0NTX14dEIkFsbKzSvPJPAoSE8yFlTMj63bp1w/Pnz5GUlISIiAiEhoZCIpHAxcUFly5dQmRkZJVPP6qj6lhV91SvttIPKGsoqqurK6WD4jdrdDAMwzD/yz65LlgK8+fPR3FxMVasWMGb3qZNG8TExPBG0MnOzsb9+/fRtm3bWtt+SUkJiouLeXdNc3NzceTIEe4uq0LF3+WnOTo6QktLC0+fPoWtrS33J5fLYWxsrPKpTFW8vLxw+fJl7q4xUNYAiYyMVOp+9U/v4/uoSThqampwcXHBw4cPeWlnZWUFsVgMAwMDrltd+S4tRUVF/8iHK5s1a4YXL17gwYMH3LTLly/zhstt06YN3r17h5s3b/LWvXr1qlL+FJIWNUmvdu3a4d27dygpKeGll2J0M6E+tIwJWd/ExAStWrXCoUOHcP/+fe6Dme+blytq1qwZrl+/zku/P/74o8p1aiv9AEBTUxOOjo5cNzOFq1evAkCtnqsYhmEY5t/mk22AGBgY4Pvvv8cvv/zCmz5hwgTk5+djzJgxSEpKwu3btzFs2DDo6elh1KhRtbZ9sVgMJycn7NixA6mpqYiPj0ffvn3Rp08fvHz5EomJiSguLoaBgQGysrIQFRWF9PR0ri/68ePHkZCQAD09Pfj5+SEkJAS//fYb0tLSEBERge7du79XfD09PXH+/Hncu3ePu2jr2LEjkpOTcebMmRpdtNVkH2NjYxEXF4cXL17UOM5A2R1pqVSKixcvIi4uDkVFRYLWmz59Og4ePIglS5YgKSkJcXFxGDFiBNzc3JCbm4tGjRqhQ4cOWLx4Mc6cOYO4uDj4+flBLBbzwtm4cSNcXV15Q9bWlLe3N6RSKQIDA3H//n1cvnwZQUFBqF+/PrdM79690aJFC3zzzTe4fv06UlNTMXv2bMTExGDq1KkAoJRHVBGyTEVeXl5wdnbG8OHDcfHiRTx8+BB79uyBs7Mz1q1bJ3g/P7SMCV3f09MTa9euhZ2dHdcIdnd3x4kTJ5CamgpPT0/Bca7oyy+/xKNHjxAcHIy0tDTs2bMHR44cqXKd2ko/hWnTpuH48eNYtWoV0tPTceHCBQQGBqJz587cuyCqFBUVoX///ti/f3+Nt8kwDMMw/wafbAMEAMaNG8d7SRwAmjZtirNnzyItLQ2Ojo7o2LEjiAgREREwNjau1e1v3boVJSUlsLe3x5AhQzBp0iSEhoaiYcOGaNu2LTIzM+Hj4wMrKyt4eXlh69ataNOmDXr37o2goCAEBAQAKHunZcKECZgxYwZsbGwwcuRIuLu7Y/fu3TWOU5cuXZCVlQUbGxtufxUvRmdmZqJr1661vo+TJk3C33//DXd3d943RGpq1qxZ2L9/P7y8vLjvjFRnwIABCA8Px549e9CqVSv06NEDBQUFuHDhAteffvfu3bCxscHnn3+Onj17omHDhhgxYgRvEIOMjAxER0crvZtRE6ampti3bx+SkpLg5OSEyZMnY9WqVVzXHaDsHfbr7gAAIABJREFUuyunT59G06ZN0b17d9jZ2eH06dP4448/0K1bNwBQmUcqErJMRerq6jh16hRatWqFgQMHws7ODgsXLsS8efMwbdo0wfv5oWVM6PpeXl7IyMjgnuQBgJubGzIyMrj3m97XZ599hkWLFmHTpk1wcHDA7t27sXHjRgCq3/sCai/9FHx8fLB582Zs3rwZzZo1w5AhQ9ClSxccOnSoyvVKSkpw+PBhJCYm1nibDMMwDPNvIKLa6lvDMJ84GxubD76oe/nyJWQyGXcRW1BQAENDQyxbtgz+/v61EU2mFhARnjx5wnt5PCoqCh4eHrhz5w7s7e0/YuwYhmEY5n/bJ/0EhGFqy4kTJ6rs9iJETk4OrKysMHz4cMTHx+POnTvw8/ODuro6Bg4cWEsxZWpDZGQk6tevj4ULFyI5ORlXrlzB1KlT0a5dO94wygzDMAzD1D32BIRhauDatWuYOXMmbty4AXV1dTg6OmLJkiVK33tgPr5du3Zh+fLlSElJgYGBATp37ozly5fD3Nz8Y0eNYRiGYf6nsQYIwzAMwzAMwzB1hnXBYhiGYRiGYRimzrAGCMMwDMMwDMMwdYY1QBiGYRiGYRiGqTOsAcIwDMMwDMMwTJ1hDRCGYRiGYRiGYeoMa4AwDMMwDMMwDFNnWAOEYRiGYRiGYZg6wxogDMMwDMMwDMPUGdYAYRiGYRiGYRimzrAGCMMwDMMwDMMwdYY1QBiGYRiGYRiGqTOsAcIwDMMwDMMwTJ1hDRCGYRiGYRiGYeoMa4AwDMMwDMMwDFNnWAOEYRiGYRiGYZg6wxogDMMwDMMwDMPUGdYAYRiGYRiGYRimzrAGCMMwDMMwDMMwdUbjY0fg1V+5NVrewFz3H4oJwzAMwzAMwzD/NPYEhGEYhmEYhmGYOsMaIAzDMAzDMAzD1BnWAGEYhmEYhmEYps781zdAhg8fDpFIVOXfhg0bkJKSApFIhD///PNjR/kfcefOHYhEIly6dAkAUFJSgsGDB0NHRwcDBgxQmv++Dhw4AJFIhOfPn6ucv3btWmhofPRXjwAAAQEBaNmy5ceOxr9KbeUTIbKysmBmZobw8HBu2sWLF9G3b1/Ur18fmpqakMvl6N+/P6Kjo//x+NTlvqsSFhYGkUiEYcOGfZTtfwxv3rzB/PnzYWdnBx0dHWhpacHOzg6LFi1CYWEht9zbt28xc+ZMNGrUCFpaWmjcuDGWLFmC4uLiGm9z69atcHV1hVwuh6amJiwsLPDtt9/ir7/+qs1d+8e9efMGixYtgoODA2QyGQwNDdG+fXts2LABpaWlHxx+XZw/b9++DU1NTQwfPpw3PT8/HxMmTICJiQkkEgk6deqEa9euVRqOouxs2bKlRtuPi4ur9vrhzp0777VvtenRo0f49ttv0bhxY2hpaaF+/fro3bs3Tp8+XSvht2zZEgEBAbUSloIibR0cHFBSUqI0f/z48ejSpUuNw62rOmLLli0QiURVnmMU+3jo0CHe9Pz8fLRr1w42NjZ48eJFrcbr3+TTuBL8B3333XcYPXo093vUqFFo2bIlpk+fzk2zs7PD27dvP0b06oy5uTnCwsJgbW0NAIiMjMT+/fuxYcMG9OjRA/Xq1ePNZ/591q1bh+vXr2P79u3/2DYq5qPq3L17F97e3nj48GGNtkNEGDp0KHr27MldfERERKBHjx4YOnQoduzYASMjIzx69AhLly5Ft27dcO3aNdjb29d4n4Sq6b7Xtu3bt8PBwQGHDh1CTk4O9PT0Pko86tKAAQNw7949BAcHw8HBAcXFxbhw4QK+//57pKSkcHn966+/xvnz57F48WI0a9YMUVFRmDNnDoqKijBv3jzB2/vhhx/w/fffY+7cufDw8IBMJkN8fDyCg4Nx4cIF3Lp1C1paWgAAExMTXLt2DY0bNxYcfl2UUQB4+fIlunTpggcPHuDbb7/FwoULkZeXh9OnTyMgIACnTp3CwYMHoab26d6DJCKMGzcOIpFIad7YsWNx8eJFrFq1CvXr18emTZvQvXt3JCQkwNzcnLdsVlYW5syZA3V19feOy4IFC9CxY0eV85o0afLe4daG69evo0ePHtDV1cXEiRNhZ2eHrKws7Nq1C7169cKKFSsQFBT0UeNYlYSEBGzcuBETJkz44LA+dh0hRElJCYYOHYrMzExcuXIFcrn8o8bno6KP7GVmTo3+PlTTpk1p1KhRStOTk5MJAJ09e/aDt/FvcODAAQJAz549q9Vw9+/fX2W4a9asIXV19Vrd5vvy9/cne3v7jx2NWvPVV1+pzNsf044dO6hRo0Y1Xm///v0kFospMzOTmzZo0CBydHRUWjYnJ4fs7e0pLCzsg+L6Kbt37x4BoMjISNLW1qYtW7Z87Cj94+7cuUMA6ODBg0rzli1bRu3ataM3b97Qq1evqF69erRjxw7eMoMGDSInJ6cabdPIyIgmTZqkNP3SpUtkY2ND//nPf4iIKD09nQBQWlpajcKvqzI6cuRIkslkFBsbqzQvPDycANCvv/76Qdv4p8+f69evp0aNGlGvXr3I19eXm/7gwQMCQIcOHeKmFRYWkrm5Oc2YMUMpnMGDB9PQoUNJX1+fNm/eXKM4xMbGEgD6448/3n9H/kFFRUXUtGlTatGiBb18+VJp/tixY0lTU7PG+bQie3t78vf3/6AwKlKk7ahRo0gulyvFf9y4cdS5c+cahVmXdcTmzZsJABUVFVW6jKr8M378eNLT06O4uLhai8u/1ad7++MjycvLg6+vL3R1daGvr48pU6bwHg8+e/YMI0eORMOGDSGTyeDq6oqIiIgqw4yKioKHhwfq1asHXV1duLu7IzIykpuvr6+PpUuX4quvvoKJiQlkMhn69+/P68ZUXFyM+fPnw9bWFlKpFM2bN0dYWBhvO48fP4aPjw/q1asHuVyOwYMHIzMzEwC/+8jcuXMxaNAgAICxsTF69eqlsnvJ3r170bZtW+jo6MDMzAxTpkzhPSkqLi5GQEAADAwMoKenh2HDhuH169c1Su+SkhJ4e3vD3t4e2dnZAICbN2+iZ8+eMDIygp6eHgYMGID09HQAwLlz5yASiXDlyhVeOLdu3YJIJKr0kfPff/+NPn36QCqVwszMDPPnz1daJjMzE0OGDIGhoSG0tLTQqlUrXvcfQNjx37JlC1q2bAmZTAYjIyMMHDiQOw6qmJqa4ueff8a0adNgYWEBfX19fPbZZ8jKyuKWKSgowPTp02FpaQmxWIxGjRphzpw53OPfLl26YNu2bdixYwdEIhHi4uJUbqu6+I8bNw6NGjVCfn4+N23x4sXQ1dVFenq6Uj7JyMjA4MGDYWpqCqlUihYtWmDTpk0AgPnz52PUqFFIT0+HSCTC6tWrK02DikJDQ+Hr68u7m1lYWMjrdqOgq6uLO3fuYPz48dy0qvIQUHYn2tTUFEeOHIGpqSkCAwMhlUqxZMkSXtiFhYWoV68eZs+erbKM7NixA/b29ty+b9u2jbd+dWXo1KlTgrp1bdu2Dba2tujUqRMGDBiAnTt3Ki1jamqK1atXw8/PD0ZGRjAwMMC0adPw9OlT9OvXD4aGhmjYsCHv7ntJSQmCg4NhbW0NqVQKCwsL+Pv7Iy8vD0BZN57Kup6U787yyy+/oEWLFtDS0oJcLoevry+ePHnCi1t1ebwixbFWdcynT5+O6OhoaGtro169enj16hVGjhzJW0ZDQ4PX3XPu3LnVdpmoLI+5ubnh/v37aN++PSIiItCoUSMAZXe/+/fvDwB4+vQpRo4cCXNzc+4c/fPPP3NhqCqjffv2Rd++fXnbCg8Ph0gkwps3bwBUXcZUef78Ofbs2YOAgAA4OTkpzff19cWVK1cwdOhQblp1x0/I+VNIHTVr1ixBXXCzsrLw3Xff4eeff+aeOCn8+eefEIvF6NWrFzdNU1MTvXr1wtmzZ3nLnjx5EidPnsSKFStUxlckEmHu3LnVxkcIY2NjrF69Gn369IFEIsHr16+VzjOKnhfV1TWVrVfR8ePH8eDBA6xYsQIGBgZK81esWIGbN29yT+mqq0cA4PLly3BycoKWlhZsbGzw+++/K4UrpB50dXWFl5dXtekWFBQEsViMkJCQKpcTEnehdURMTAxEIhFiYmJ4y1lbW2PatGnc7+joaO5JqKWlJWbMmIGCggLeOklJSXBzc4NEIkGDBg2qfLq5ePFibN26FYcOHYKjo6PS/Krqi06dOqFHjx5K63zxxRfo0KEDAGHnuE/Kx24BfWpPQJycnGjNmjUUFxdHy5YtIwC0d+9eIiIqKSkhFxcXsra2pnPnzlFCQgIFBASQRCKh27dvq9zemzdvSE9Pj8aNG0cJCQl09+5d+vbbb0kmk3EtfrlcToaGhrR9+3YqKSmh+/fvk6WlJe+uz+TJk0kmk9GOHTsoOTmZwsLCSCwWc3dCi4qKyMnJidq2bUvnzp2jyMhIatOmDbVq1YpKSkro9u3bBICioqIoLy+Ptm7dSgAoMTGRXr9+zZtPRHTo0CECQLNmzaLk5GQ6ceIEWVhY0PDhw7k4LVy4kMRiMW3dupWSk5Np/fr11LBhwxo9AQkICKD69etTeno6ERE9evSI9PT0qHfv3hQfH0/Xr18nDw8Psra2pnfv3lFpaSlZWVnR+PHjeeHOnTuXzM3NqaSkROV2PT09ydLSkjtu/v7+ZGZmxt3BKygoIFtbW3J0dKSLFy9SUlIShYSEEAA6fPiw4OMfGRlJIpGINm3aRCkpKRQdHU0eHh7UoUMHlfEiIjI3Nydzc3PaunUrFRUVUUZGBtWvX5++/fZbbpmvv/6aDA0Nae/evZSSkkLh4eGkq6tLU6ZMISKi7OxscnFxoaFDh9KzZ8+ouLhYaTtC4v/69WuysLCgWbNmccdDW1ub1q1bR0SklE88PT3Jzc2Nrl27RikpKbR+/XpSV1en06dPU15eHk2aNIksLS3p2bNn9Pbt20rToLy//vqLANDvv//Om75p0yYCQAMHDqTo6OhKj3V1eUgRlkwmI09PTzpx4gSlpqbSgAEDqF27drywjh8/TgAoPj5ead8PHDhA6urqtGzZMoqJiaFVq1aRSCSi/fv3E5GwMnTjxg3y9vamu3fvVpoexcXF1KBBA1q8eDEREf35558kEokoNTWVt5y5uTlZWFjQ0aNHqbS0lDZs2EAAqHXr1nTlyhUqLS2luXPnklQq5c49y5cvJ7FYTHv37qWkpCQ6c+YMmZubU2BgIBERlZaWUnJyMu/Pz8+PdHV1KTExkYiIdu7cSSKRiEJDQykxMZEiIiLI1taWXFxcqLS0lItbdXm8ooKCAmrcuDHJ5XLatGkTPX/+vNJlFfLz8+nx48e0YcMGkkqltGfPHm7erl27yNvbu9J8Q0Q0bNgwUldXp9mzZ1NKSorKZQoLC+m3334jAHTz5k3KySmrl7y9valp06Z08eJFSkxMpF9++YXU1dW5u5+qyqi3tzd5e3vzwt+1axcBoNzcXCKquoypcuTIkRo9zRdy/Ko7fxJVX0cREW3fvp0+//zzauP05ZdfUr9+/YiIqF+/fry6MCgoiKysrJTWCQ0NJR0dHe53Xl4eNW7cmH788UciIqUnICUlJeTt7U27du2qNB6KO9j79u2jt2/fKv0VFhZyyzZo0IDs7OxoxowZdOXKFSoqKlJ5nhFS16haT5WpU6eSmpoaFRQUVJumRMLqEUNDQ+rWrRvdunWLrl+/Tp6enmRoaMg9ARF6HRQUFERz5sypNm1TUlJo+/btpKGhQXfu3OHmV3wCUl3cFekmpI64fv06AaDr16/zpjdt2pSCgoKIiCgtLY10dXVp9OjRdPXqVTp48CAZGRlx6bB582bS0NCgrl270qFDh+jGjRs0bNgw0tDQ4J7cl38CEh4eTurq6tz1ZEXV1Rfbt28nNTU1+uuvv7h13rx5Q1KplDZs2EBEws5xnxLWAPn/FA2Qio9wLSwsuAx+6tQpAkAXLlzg5peUlJCNjQ2NHTtW5fYSEhJ4Fy1EZY2FiIgIysvLI6KyBoinpydvvR9++IEkEgm9efOGXr9+TWKxmEJCQnjLjB07lqytrYmI6MyZMwSAdwKIjY2lQYMGUUZGhtLFU8WuUhXnu7q6Kj3+DA8PJ5FIRBkZGURE1KxZM/ryyy95y3zzzTeCGyA//fQT6erq8roJzJo1i/T19enVq1fctEePHpGamhqFh4cTEdGiRYvIwMCAd9K1s7Oj7777TuU2MzMzCQB3EU1UdmHVvHlzrgJVFP6KXRbc3NzIy8uLiIQd//Xr15NUKuVVTFlZWRQdHa0ybkRlF2eKbSh8/fXX1LZtWyIiev78OWloaHAVqcKcOXNIW1ubS4f27dtX2b1DaP49fvw4icViun//Pg0aNIg6d+7MXYhUzCcmJia0cOFC3nb+85//UFZWFhERzZw5s8ZdsBQXd0+ePFGat2TJEtLV1SUApKenR3369KGNGzdyZYlIWB5SPD4/evQob7sikYjX7eurr76ili1bqtz3jh070sCBA3nxmzFjBq1evZqIhJUhIU6cOEFqampcvEpLS6lRo0a0YMEC3nLm5ub02Wefcb9fv35NAHhdJ+7evUsA6OrVq0RE9PjxY4qPj+eFM3XqVLKzs1MZl/Pnz5O6ujrt27ePm+bk5MRdLCqcPXuWANClS5e4uFWVxyuTmJhIHTt2JAAkEonI3t6eAgMD6caNGyqX79y5MwEgAwMD2r17d5Vhq5Kbm0sjR44kNTU1AkDm5uY0fPhwOnLkCFcGiIhOnjyp1AUrOTlZ6UKxdevWvEZWxTIqpAFSXRmrKCwsjADQgwcPBO1zdcdPyPlTSB0l1PHjx0lbW5sePXpERMoNkG+++UZl17o1a9YQAO7ia/r06eTs7MzdjPmQLliV/ZU/dubm5uTi4sJbX9V5Rkhdo2o9VYYMGUKWlpaC9kVIPfLrr78SAN4NkczMTBKJRNx55H2ug1RRpG1ycjKVlpZS27ZteeeI8g0QoXUgkbA6QkgDZPbs2WRiYsK7mbdz505uHxXH6MSJE9z8lJQUXkNSsY+TJk0isVhMFhYW9Pr1a5XpUV19kZ+fT/r6+rR8+XJu/t69e0kikVB2dnZlyfxJY12wKqj4opmJiQlyc8u+1h4dHQ0tLS107tyZm6+mpoZOnTpV2uWlefPmsLGxga+vL5YsWYKbN29CXV0dnTt3hkwm45Zr3bo1bz17e3u8e/cOf/31F+Li4lBYWKj0+K1Lly5ISUnBmzdvEBMTA4lEwhuVxMnJCfv374eFhUWN0qC0tBQxMTEqt0dEuHXrFgoLC5GSkoJ27drxlmnfvr2gbRw/fhzTpk3D77//zusmEB0djXbt2qFevXrcNEtLS1hZWXFp/NVXXyEnJwfHjx8HUPai871793iDDZR37949AODFVSQS8X7fuHEDUqlU6bFomzZtuO0KOf7dunWDSCSCh4cHNm/ejIcPH8LU1FQpnSpycHDg/TYwMMCrV68AlHUvKy4uhqurq1Lc8vLykJycXGXYCkLzb58+fTB48GB8/vnnOHHiBH755ReVL4ICwGeffYbFixcjKCgI586dQ2FhIdq3bw9TU1NBcVLlyZMn0NDQgLGxsdK8mTNnIisrC4cPH8aoUaOQmpqKcePGwcbGBgkJCdx+VpeHFBSPrgGgb9++kMlk3IglxcXFOHLkSKWjTt24cQNt27blTVu6dCkCAwMFlSGhtm/fjm7dusHU1BTFxcUoKSmBr68vdu3apbSsjY0N97/iJXVbW1ulaYqukkZGRjh58iRcXV1haWkJMzMzbNy4ES9fvlQKW9HFMyAgAF9++SUAoKioCPHx8SrzJgBeeleVxyvTvHlzXL58Gffu3cPKlSvRpEkTbNq0CS4uLpg6darS8mvWrMHp06fh5+eH0aNHK3UBqo6Ojg527NiBv//+G9u2bUPXrl1x9uxZfP755+jSpQvXLaqydX/66Sc4OjqiQYMGMDMzw+3bt1WmZU3UtIwpyqqmpma1YQs5fkLOn0LqKCHy8/Ph7++PBQsWwNLSUtA6qsTHx+Onn37Cxo0bP+jlc4WlS5fi6tWrSn8rV67kLVf+fFLZdCF1TXXhKYhEIkHHGRBWjyQkJEBbWxstWrTg5pubm/O6wr7PdVB1RCIRfvrpJ5w7dw6HDx9+r7grCKkjhIiJiUHr1q15+WfEiBHYvHkzb7ny14wmJiYAwF0zKqxfvx7BwcF49+4dRo0aBSLizRdSX0ilUvj4+PDO+wcOHMAXX3wBfX19wfv1KWENkAq0tbV5v0UiEZdZcnJyUFBQAKlUColEwv1t27YNjx8/Vhmeuro6oqKiMHjwYGzevBkuLi5o3Lix0sWDjo6OynhkZ2cjJycHANC1a1fedr/66isAZf1lX716pRT395Wfn4/i4mKEhITwtte0aVMAZRcieXl5ICJIpdIq90OV0tJSDBs2DMXFxbx+xkBZGp87d463XYlEggcPHnBp3KBBA/Tu3ZvrB3/gwAF07NgRzZs3V7k9xcmgqrjm5ORAR0dH6UJbV1eXW1/I8bexscHVq1fRtGlTzJo1C02aNIGrq2uVQ0SqihsAXr4DoDTqka6uLm//qlOT/Dtu3DgkJSWhS5cu3HFXJSwsDKGhoYiMjET37t1hbGyMWbNmfVAfVMUIT5U1emQyGT7//HP8/PPPuHfvHs6fP4+8vDyu766QPKRQ/sQtk8nQt29fHDx4EABw4cIFvHjxAj4+PkpxyM/PR0FBQaVlTkgZEiI7OxtHjhzBn3/+CU1NTe4vNDQUKSkpuHz5Mm/5iv3lAUAikShNU+StiRMnYuHChQgICEBkZCTi4uLwzTffKC1fXFyMIUOGwMrKCsuXL+em5+XlobS0VFDerCqPV8fW1hZTpkzB0aNH8eTJE4wcORI//vijUrlq1aoVevTogSVLliA4OBhBQUHc+yw1YWpqitGjR2PXrl3IzMzE2rVrERkZifXr16tcvqioCD179sTZs2excuVKXLt2DXFxcXB2dq7xtiuqaRlTXLgLuTEh5PgJPX8CVddRQoSEhMDQ0BCBgYGVLlOvXj2V7xpmZ2dz++Hn54fx48cr3SB4X82bN4erq6vSX/kGP4BKLwTLTxdS11QXnoKlpSUyMjLw7t27avdBSD2Sm5urspxWPNY1vQ4SokOHDhg2bBiCgoKU3uOoaR1YXR0hhNBrqvLLKI5pxfPazz//jDlz5iA8PBxHjhxRetdQaH0xduxYxMfH49atW3j79i1OnjzJlbF/o//6YXhrk76+PiQSCWJjY5XmVXWXxdjYGMuXL8fy5cuRkJCAlStXYuTIkWjRogVcXFwAKBcgRYEzMDDgXnoKDw9Hq1atlMK3tLSEsbExcnNzQUSVXrgJJZPJoKmpicDAQIwZM0ZpvqmpKff0pmJFoHiRvCpEhA0bNiA6OhoBAQHo1KkT91Knvr4+3N3dsXHjRqX1FCcboKwgDhkyBLm5uThw4AAmTZpU6fYUJ4iq4qqvr68y/XJycrhKQOjxd3BwQHh4OEpKSnDp0iXMmTMH3t7eyMzMVHmBWB3F9hV5onzcys8XEo6Q+JeWlmL69Ono3r07zp49i9OnT6Nnz54qw1Tkk8DAQDx58gQ7d+7EnDlzYGJiovIOtRB6enrIyclROhZZWVnQ0dFRauR27doVAwYMwIkTJ7j9FJKHVBkyZAgGDx6Mly9f4vfff0eHDh1UDrMqk8kgk8mUjkn5+dWVISH27NkDdXV1/Oc//1E6x/j5+WHnzp1wc3MTFFZFJSUl2Lp1K+bOncv7zoKqi7vvvvsO9+7dQ2xsLO+Oq7a2NtTV1T84b6pSVFSEx48fo2HDhrzpurq6+OGHH7Bz507ExcXB3Nwc58+fxxdffMHLG46Ojnj79i0yMjJ4T4EqQ0RITU1VanBraGjA398fP/74Y6V3eKOjoxEfH4/IyEh06tSJm/7s2bMqh2ktf4NLoeKQ8DUtY66urhCLxdi0aRO6deumcrsrVqxAr169YGNjU+3xE3r+BKquo4Q4cOAAHj16xGs0K75ZsnfvXty4cQM2NjbIzMzEu3fveMslJibC3t4eGRkZiI6ORkxMDNatW8fNLykpwbhx4zBr1qxKv1NVF4TUNUJ5eHhg+fLl2L59O28QDoV3797hhx9+QGBgoKB6RFtbW+U5reKxfp/rICGWLl0KGxsb/Pjjj7zBCoTWgULriMqukcqXPWNj40rP7zVVv359AEDPnj0xe/ZszJs3D23btuVe0hdaX7i4uMDZ2Rn79u1D69atYWhoCE9Pz1qJ48fAnoDUQLt27fDu3TuUlJTA1taW+1OMHqNKWloa75FiixYtsGHDBqirq/M+YHTx4kXeejExMdDW1oalpSUcHR2hpaWFp0+f8rYrl8thbGwMLS0tODs7o7CwEP/5z3+4MBISEtCmTRvcvXu3RvuppqYGFxcXPHz4kLc9KysriMViGBgYcB/7qlghVxyFRBV1dXX4+PhgyZIlMDc3x4gRI7hKpl27dkhOTkbTpk1521ZTU+MKMQB4e3vD0NAQS5YswYMHDzBkyJBKt6e4S1U+rkVFRbxRO9q0aYN3797h5s2bvHWvXr3K3UUTcvyjo6Nx9epVbj87d+6MhQsX4vnz54LvAlbk6OgIDQ0NpbvdV69ehb6+Ppo1a8ZNq+qOstD8+9NPPyE5ORl79uzB1KlT4efnp/Ipy+vXr/Hrr7+iqKgIALjRWjp06IDbt28LipMqiq5G5S8Snjx5AktLSyxbtkxpeSJCYmIizMzMuP0UkodU6d27N6RSKU6ePInDhw9X+dE/Z2dnpXI7efJkBAYGCipDQmzfvh19+/ZF+/bt0aZNG97f0KFDsW/fPkF3P1UpKSlBcXExbxz63NxcHDlyhHfMDh8+jB9//BG7d+9WOs9pamrC0dFRZd4E8EF3oKdOnQpnZ2eVF4uKbkFmZmbIysrCyJEjlbpXUcw0AAAgAElEQVRu3Lx5E2pqatzNjeocPHgQ1tbWOH/+vNK87Oxs7sOY5SnSSXEMyqfl1atXkZaWppT/y//W09NTumlTvnue0DJWnqGhIUaOHIl9+/apHBXw119/xfTp03Hr1i1Bx0/I+VNIHSXE6dOncevWLcTFxXF/Xbt2hbe3N+Li4mBjY4MePXqguLgYx44d49Z7+/YtTp8+jd69e6NBgwa4ffs2L4y4uDjo6uoiJCQEUVFRguLyTxFS1wjVu3dv2NjYYMGCBcjIyFCaHxgYiBUrViA7O1tQPWJjY4PCwkJeV6Xbt2/z6q73uQ4SytzcHDNnzsSiRYt45UJI3GtSRyiepJTfxtOnT3lPcJydnREdHc07v+7atQseHh4f9CHPBQsWwMPDAz4+Pnj06BEAYddcCmPGjMG+ffvw22+/YeTIkZ/0t3yqVWdvm1TiU3sJveLIIS4uLjRmzBgiKhuNxtnZmZycnCgiIoLS0tJo9+7dZGBgwHsxqLyIiAhSV1enFStW0P379ykxMZGCg4NJU1OTG0VGLpeTubk5hYSE0IMHD+jYsWOkr6/PbZeIaOLEiSSXy2nv3r2UmppKFy5cIEdHR+4luNLSUmrVqhW1aNGCTp8+TVFRUeTm5kYtWrSgoqKiGr+E/vvvv5OamhotXryYEhMTKTY2lgYPHkxmZmbcqC/fffcdicVi2rRpE92+fZtWrFhBVlZWNRoF6+bNm6SpqUmhoaFERPTw4UPS1dWlYcOGUWxsLCUlJdHChQtJQ0ODe3FWYdasWaShocF7QbEyHTp0IAsLCzp9+jTFxsbS6NGjqWHDhtxLlEVFRdSiRQtydnama9eu0YMHD+i7774jkUhE586dE3z858+fT8bGxnTgwAF68OABxcbGUv/+/alx48a8l1jLMzc3VxotJCgoiJo2bcr99vPzI7lcTocOHaL09HTasWMHyWQy3kufvXr1olatWlFsbKzKEYOExD81NZVkMhlt3bqViP5vJBnFqGPl80lOTg7p6+vT6NGjKTY2llJTU2n37t2kra1N27ZtI6KyFwLFYjFFRkbSw4cPiYhozJgxNHHixEqPlWIUrIrff5gxYwaJRCL65ptv6OjRo3T58mU6cOAA9e3bl0QiEf32229EJCwPVTWG+/Dhw8nR0ZHU1dV5L8KrGgULAAUHB9P169fp559/JnV1de7lZyFl6ObNm9SvXz9KSEhQiofi2x8HDhxQmU5paWkEgNtvVfkIAO/F24yMDAJAJ0+eJKKyl6TbtWtHDx48oFu3bpGHhweNGDGCNDQ06P79+5SUlET16tWjMWPGKI2G9fjxYyIi2r17N4lEIlq5ciU9fPiQzp8/T9bW1rwXKoXk8YpSU1PJzMyMmjVrRmFhYRQREUHnzp2jJUuWkFwuJycnJ26whx49epChoSGFhYVRZGQkrVq1imQyGX3zzTdceL/++iv169ev0hFiCgsLyc3NjfT19WnBggXceXTLli3UsmVL0tfXp+TkZCIqewkcAK1Zs4bu3r1LT58+JYlEQuPGjaO///6bTp8+Ta1bt6YePXqQo6Mjl48qltGVK1eSWCymW7duUWlpKZ08eZKaNm3KvYQupIypohhxS0NDg8aNG0f79++nX3/9lXvBfsKECdyyQo5fdedPourrKKKyl3gHDBhQabxVqfgSOlHZ4BBmZma0c+dOOnPmDHl7e5OxsXGVI6WpGgWrX79+VX4PRfEScXBwMJ08eVLln+Jlf1V5XNV5RkhdI+QbEwpxcXFkZGREcrmc5s+fT3/88Qdt3ryZPDw8SENDg7d/1dUjz58/J11dXeratStdu3aNoqKiyN3dnUxNTbmX0IVeB82YMYOCg4OrTVtFmVLIz8+nRo0akaamJi8PCqkDhdYR7969IyMjIxoxYgQVFRXRq1evaPDgwSSXy7mX0B89ekRSqZQGDBhAly9fpkOHDpGZmRn5+flVeoxyc3MJADeyWmXfkcnKyiIzMzNq27YtNzKjkPqCiOjVq1cklUpJU1NTKe2qO8d9algD5P8T0gAhInry5AmNGDGC5HI5SSQSsrOzo1WrVlW5zZ07d5KjoyPJZDLS09OjDh060LFjx7j5crmcQkJCaNKkSSSXy0kmk9GQIUMoPz+fW6aoqIjmzZtHDRs2JE1NTbK0tCR/f3/eiArp6enUr18/0tXVJQMDA+rfvz930VfTBghRWcXk4OBAYrGYjI2NqV+/fnTv3j1u/rt372js2LGkp6dHOjo6NGTIEO6iTNUIRkSqP0QYGhpKmpqaFBMTQ0REMTEx5OnpyaVXx44deSNNKFy7do0AcCftqqSlpZGnpydpaWmRiYkJBQcH05w5c3ij/WRkZNCgQYNIX1+fxGIxtW7dmvexK6Lqj39RURHNnj2bGjduzEs3VReYCkIuzgoKCigoKIgaNGhAGhoa1KRJEwoNDeU1ak6cOEFyuZy0tbXp1KlTKrdVXfw9PT2pU6dOvHCPHTtGIpGIzp8/r5RPoqOjqVu3bqSvr8+Ft2LFCm7d9PR0srW1JbFYzFVG7du3Vxr1rSJnZ2f6+uuvlabv2LGDPDw8yMTEhDQ0NEgul1PPnj2VhiStLg9VVcEfPXqUAFDPnj1501WVkbCwMLK2tiYtLS1q3rw5rV+/nrdOdWVIMZpS+TAVZs6cSdra2rzRWypq06YNd4H3Pg2QuLg4cnFxIYlEQra2tnTgwAHKyMggKysr0tXVpVWrVlU6AlD5EcC2bNlCtra2pKmpScbGxjR27FjeKGTv0wAhKmuETJgwgaytrUkmk5FEIiEbGxuaOXMmb+SX3NxcmjJlCpmZmZFYLKZmzZrRvHnzeOfQOXPm8EZJUiU3N5cWLVpEjo6OVK9ePdLQ0OCGwlTcMCIquwjr3bs3icVi6tq1KxER7dmzhxo3bkxSqZQ6depE8fHxdPLkSdLT0+Mu1CuW0by8PPL19aV69eqRXC6nYcOG0b59+wgAd26vroxV5u3bt7R48WJycHAgqVRKhoaG5Obmxl2ElVfd8RNy/hRSR82cObPGH6JV1QB5+/YtBQQEkJGREUkkEuratavSaG4VVWyAFBUVEQCaN29epetUNwoWAG6EMqENEKLq65qaNECIym7a+Pv7c/VOgwYNqH///nTt2jXeckLqkT///JPs7e1JU1OTmjVrRgcOHCA3NzfeaG5CroOqO89X1gAh+r+REMs3QITEnUh4HXHixAlq3rw5aWtrk62tLR08eJA6dOjAG9b34sWL1K5dO5JIJNzw5Irz8Yc0QIiILly4QOrq6ryRw6qrLxT69OlDnTp1Upou5Bz3KRER1bB/RC179ZewF2gVDMyr7sP9b2RkZITJkyfX2geR/lfMnDkTx48f53VlY/477N+/HyNGjEBqaioaNGjwsaPD/JewsbFBYmLix44G84lYu3YtiAgTJ0782FFhGEGePXsGKysrbN26lRuNsLx/0znuX9x5jPlflZiYiLVr1+L/sXfeUVEk3d//zpAGGEAlCxhAguACiiIKBgQjZkQUMawZRVl1xbjmtOaMWVEMKKwZ14iIKEYEMYEirBhBJakIw9z3D97ph6YHGNTV/e3255w+Z6aqurqquup23apbVStWrMDixYt/dHJ4/gb69OkDZ2dnXinn+WZERUUx28vy8ACl62HknS7Nw/NP4927d7h27Rp69OgBW1tbeHt7c8L8X5Nx/AzIPwB+BqR6aGlpQUdHB1OmTOFHrv7FvHjxAk2aNMGKFSswYMCAH50cHh4eHh6eH8KKFSswffp0tG7dGjt27Piqc3L+KfAKCA8PDw8PDw8PDw/Pd4M3weLh4eHh4eHh4eHh+W7wCggPDw8PDw8PDw8Pz3eDV0B4eHh4eHh4eHh4eL4bvALCw8PDw8PDw8PDw/Pd4BUQHh4eHh4eHh4eHp7vBq+A8PDw8PDw8PDw8PB8N/4TCkjPnj0hEAhYl4qKCiwtLTFx4kTk5ub+6CT+rcycORMikYj5f+fOHVZZKCkpQV9fH506dUJ4ePhXP+/Tp08wNzeHqakpx+/Dhw9YtGgRHB0dIRaLoa2tDVtbW0ybNg3Z2dmssKtXr4ZAIEBOTo7c5ygrK2POnDnM/xo1arDypampCWtra8yZMwfFxcWsey9duoQ2bdpAR0cHYrEYnTt3RlJSEgBAIpHA3t4eLi4ukLdLdVpaGkQiEaZPn453797B2NgYfn5+nHD5+fkwMzNDr169WO6HDh1Co0aNIBKJYG1tja1bt7L8y+dDR0cHLVq0wLJly/Dx40e5ZREXFwdvb28YGhpCVVUVxsbG8PX1xc2bNzlha9SogV9++UVuPAsWLIBAIAAApKenQ0NDA8HBwXLD7t27FwKBAGfOnIGpqSmnjZW/Hj58yNxbUFCABQsWwN7eHhoaGqhVqxaaN2+OTZs2QSqVMuFkdaDspaWlBScnJ2zfvp31fsqXW9lLXl2sjIKCAsyZMwcNGzaEWCyGmpoaGjZsiAULFqCoqIgVdtu2bWjUqBHU1dWhr6+PkSNHIisrq8K4y7c/eVdycnK10vs9yM7OhkAgQERExFfFExERAYFAwGnvMioqH11dXbRu3Rpnz579quf/X8DNzQ2dOnVi/pf/hmloaMDW1hYTJ07Es2fPfmBKeXh4eL4M5R+dgO+FhYUFtm3bxvz//Pkzbt26hd9//x13797FmTNnmI7X/yXu3bsHLy8vpKenV/ve+fPnw83NDSUlJXjx4gWioqLg5+eHyMhI7N+/H0pKSl+Upjlz5iAzMxMGBgYs9+zsbLi7uyM9PR0BAQGYM2cOSkpKcOvWLYSEhCAyMhKxsbEwNDT8oucCgLe3NwIDAwGUKjuxsbGYP38+3r59i3Xr1gEAEhMT0bFjR/Tq1QuzZ8/Gx48fMXfuXHh6euLhw4eoVasWNmzYgNatWyM0NBRDhgxhPWPChAkwNDTEzJkzoaGhgU2bNqFnz57o378/unXrxoSbNm0aPn78iJCQEMbt+PHj8PPzw7x58+Du7o7Tp09j1KhRMDU1RefOnTn5ICK8e/eOycfOnTsRHR3NKqN169YhKCgIrq6uWLhwIWrXro2//voL27Ztg4uLC3bt2gV/f/9ql2W9evUwbdo0LFiwAMOHD4eVlRXj9+HDB0yZMgV9+vRBhw4dcODAARQWFgIofc/9+/fH5MmTWacM16lTB0Dpia5t27bFkydPEBAQgPnz5+PDhw84ffo0AgMD8eeff+KPP/6AUPi/8ZHjx49DLBYDAHJycnDy5EkMHz4cubm5mDhxIhOud+/eCAgI4OSlrAKuCL1798aDBw8wa9Ys2NvbQyKRIDo6GvPmzcPjx4+xa9cuAMDmzZsxZswYzJkzB23btkVaWhqCg4Px5MkTnD9/vtJnzJ07Fy1btpTrV79+fYXS+TXt/5+OTD7JeP36NbZu3YqOHTvi4sWLaN269Q9M3Zfj4+MDLy8vjlypirLfsA8fPuDOnTvYtm0bduzYgePHj6NVq1Z/R3J5eHh4/h7oB/MuM69a15fQo0cPcnBwkOu3fft2AkCXL1/+mmz8MEJDQ6lu3bqVhpkxYwapqakx/xMSEggAHT58mBP2jz/+IKFQSIsXL/6i9CQlJZFIJKLhw4eTiYkJy69///6kpaVFycnJnPvu3btHYrGY5s+fz7itWrWKAND79+/lPktJSYlmz57N/NfR0aGgoCBOOG9vbzI2Nmb+z5gxg2xsbKikpIRxS05OJgB05MgRxs3f35+MjIwoNzeXcTt9+rTcshswYACZmJhQTk4OERFdvXqVhEIh7dmzhxXOzs6OJk2axHILDQ2lhISEKvORkpJC+vr61LFjR8YtKSmJlJWVadiwYZzwEomEevXqRSKRiJ48eVJl/ERE8+fPp7JiobCwkBo0aEBdunRhhZs6dSppamrSs2fPOHE8e/aMANDOnTvlPmPQoEGkoaHByrOMsLAwAkB79+4losrrgLe3N6uOVZav6iCrC3/88QfHb+nSpeTs7EwFBQVERNS6dWtO2a9fv77SeltZ+6suirT/b0VWVhYBoEOHDn1VPIcOHSIAlJWVJde/svIpKioiCwsL8vT0/Ko0/Ejq169fYduQ4erqymrnFX3D8vPzyc3NjfT19Skv78u+jzw8PDw/gv+ECVZluLi4AABrGvv27dvo2LEj9PT0oK2tjd69eyMjI4N136ZNm1CnTh1oaGjAzc0NCQkJEAgE2L9/PwCga9eu6Nq1K+uesLAwCAQCFBQUMG4HDhxAs2bNIBaLYWRkhAkTJuDTp0+M/7Nnz9C3b18YGhpCXV0dtra22LJlC4DSmYbBgwcjIyMDAoEAq1ev/ury6NWrF3x8fLBy5UrGvGXq1KlQVq56skwqlWLkyJEICAiAnZ0dy+/Nmzc4ePAggoKCOH4AYGtri5cvX2LmzJlfnYfyiEQi1KhRg/m/YMECPHjwgDXCLstf2XwuX74cnz59wvz58wEAxcXFCAoKQufOndGzZ0/WM9atWwepVIpff/0VxcXFGDFiBLp06cKaeUhNTcW9e/c4sxGDBg2Co6NjlfmwtLTEvHnzcPr0acZEZ8OGDdDU1MSaNWs44ZWUlBiTprKzMNVBTU0N69atQ1RUFE6ePAkAePLkCVatWoVZs2ZV27QpOzsb+/fvR2BgoNw8DxgwAFeuXEG/fv2qjMvZ2RnPnz9ntRdFcHNzY42sl0dmYlXe1AoAJk+ejGvXrkFTUxMAEBMTw5pZBUrrkFAo/OIZRBlPnjyBpqYm1q9fz7jl5ubC0NAQ48aNq7D9Z2VlYdCgQYx8cnFxwcWLF5k4QkJCYGBggGvXrqF58+bQ0dGBubk5duzYwXr+5s2bUadOHairq8PV1RX37t3jpLEq+SWRSBAYGIiaNWtCW1sbfn5+X2XyqqKigiZNmnDMjqpKx/Pnz9GlSxeoq6ujdu3amDt3LqZNmwZra2smjFgsxvLly1nxDh8+HE2bNmX+V1W2wP9M8jQ0NKCnpwdvb29kZmYCAAQCAZ4+fYqff/6ZJZO+FLFYjC1btiArKwuhoaGMu4uLCzw9Pb86fh4eHp6/i/+8ApKSkgLgf+Yhz549g7u7O5SUlBAdHY0LFy7g7du38PT0xOfPnwGUrh8ICAhAnz59kJCQgKlTp2LUqFEASj+QinL06FH0798fnp6euHPnDnbu3ImIiAiMHDmSCfPzzz/jxYsXOHHiBJKTkzFu3DiMGTMGZ86cQXBwMMaPHw8zMzNkZWVh9OjR36RMevTogaysLNy/fx8A0LBhQ3h5eVV536ZNm5CZmYl58+Zx/K5evYqSkhK0a9euwvtlJjblyc3NRU5ODueSBxFBIpFAIpHg3bt3CA8PR2RkJCZNmsQJW1JSgry8PNy+fRtjxoyBg4MD2rdvz/gbGhpi7ty5WLNmDR49eoR169YhPT2dMeUqS82aNbF582Zs374dffv2xbNnz7Bp0yZWmLt37wIACgsL0bZtW9SoUQMNGzbEoUOHKiyT8vTo0QNAaccXAC5evAhXV1emQ1weAwMDODo6cjpJnz9/llumMjOqsnTq1Ak9e/bEhAkTUFRUhAkTJsDc3BwTJkxQON0yrl69iuLiYlY5l6dFixYs5bAi0tLSoKurC3V19WqlwdXVFa6urhX629nZoV69ehg7diy2bt2Kt2/fVhlnUVER3r17hzNnzmDhwoUYNWoUtLS0Kr2nuLgYhYWFnEu2XsnCwgILFizAzJkz8ebNGwDAb7/9Bk1NTSxZskRu+5dKpejcuTOuXr2KXbt24datW2jWrBk6d+7MKK0qKirIzc3F/PnzERkZiZycHAwaNAijR4/G8+fPAQCxsbEYPXo0fHx8kJiYiJkzZ3LakCLya8mSJdi6dStWrlyJ27dvo1WrVnLlQ3VISUlh5LWi6Rg4cCDu3r2LkydP4vz583j9+jV2795dLXmtSNnGxsZi5MiRCAoKwt27dxEVFYXs7Gz07dsXABhFZN26dUhLS/uqcpDRsGFDWFlZMTIBKFWyZYNrPDw8PP9IfvQUzPc0wSouLmauDx8+UExMDJmbm1OjRo1IKpUSUalpiY6ODst84q+//iKhUEhhYWFERDR8+HAyNDRkmfCEhoayzBO8vLzIy8uLlY49e/YQAMrPzyciIhcXF2rTpg0rTFhYGAkEAsa0xcDAgGWWREQUHx9Pr169IiKiKVOmfFMTLCKiy5cvEwA6d+5cpfGW5cWLF6Sjo8OYraxatYplHhMSEkIAKC0tjXVfYWEh5efnsy4ZMvObyq7yJljl/YVCIQUHB5NEIuGkOTo6mgnn5eVF2dnZnDASiYQcHByodevWpKOjw3qePPr06UMAaNWqVRy/TZs2kVAoJHt7e9qzZw/Fx8fT2LFjCQCdOXOGlY/KTIlUVFRo5syZREQkFospICCg0jT5+vqSkZERK/6qyrU86enppKGhQd26dSMAdOHChQqfV5kJlqwelDUJqwxZHcjOzmba7tu3byksLIzU1NRo+vTprHyNGTOGU5/y8/Pp06dPCj1PxqNHj6hly5YEgAQCAdnZ2VFQUBDdunVLbvjZs2cTAFJSUqLg4GBGnshD1v4qusrKjZKSEnJxcaFBgwZRYmIiKSsr0/nz5xn/8u3/zz//JAAUHR3NisPa2pqGDx9ORERbt27lmJ3+9ddfBIBOnjxJREQjRowgIyMjVrvZu3cvS8YpIr8sLS3Jx8eHFWbEiBEKmWBFRkayZHZmZiYFBwcTADp48CATvqp0ZGZmEgDasGED4y+VSsnCwoLs7OwYN01NTVq2bBkrnmHDhpGTk5PCZbtx40ZSV1enoqIiJsyrV6/o2rVrRET06dOnSs0TZShqgiXD09OT3NzcKo2Th4eH55/Ef2YRemJiIme0SygUolOnTtiyZQuzAP3atWtwdnZmTY+bmZnB3Nwcd+7cwYABA/DgwQPY29uzRmkrWkxaEVKpFDdv3sTcuXNZ7m3btgURITExEaampujWrRsWL16M9+/fo0uXLmjVqhWaN29e3exXC4lEAgAKmV3JGD9+PFq1asXZ8UmGrKzK70Y1ePBgzs5bVG7nqbILkMvi4eHBcevfvz+zKLmoqAgpKSlYsmQJ4uPjce7cOVYdaNy4MWJiYpCRkYHVq1fD3d0d0dHR0NXVZcIoKSlhw4YNaNWqFerXr4+pU6dWWAa5ubmIj4+HhoYG/vjjDwQFBbE2NiguLoZUKsX06dPh6+sLAGjevDlu376NFStWVDorULZsSkpKmHcj+18V5TdYKLtYvyx79uzhmOIAQN26dTFjxgzMmDEDfn5+cHd3r/KZlaWjOiPPAKCnp8f6r6ysjHHjxmHWrFks940bN2Ljxo2c+728vHDixAmFn2dlZYW4uDg8fPgQp06dwoULF7BlyxasWbMGEyZMwMqVK1nhhw4dijZt2iApKQmLFi1CZmYm9u7dW+kzfv/9d7kLqWvWrMn8FgqF2L59O5ycnHD16lUMGzas0lnEa9euQU1NDW3atGHF0apVK9y5c4cV1t7envPM9+/fAwDu378PJycnlhlZWbmjiPwyMDDA48ePWTMRsnjK7/wmD29vb46biYkJNm7cCB8fH4XToaamBgAskz+BQAAXFxdOmVSGImXbrl07CAQCtG7dGkOHDkX79u1Rr169r9pYQxEkEkm15DUPDw/Pj+Y/I7GsrKxYHYINGzYgKioKYWFhrA9+Xl4eEhISOLvmFBUV4eXLlwBKt1c1MjJi+VdlblGejx8/QiKRYPbs2XJNEmTPCgkJwU8//YSwsDCsWrUKWlpaCAgIwIIFC/62D055s7SqiIqKwunTpxkTI3mYmZkBAJ4+fcraTWnu3LlMR/jUqVNYtGgR5143Nze59tLydi0zMDBg2Wy3bNkSLVq0gI2NDfbv349BgwYxfjo6OkwHsEePHqhfvz7WrFnDeR+urq4wMDBA586dK91N6ZdffoGKigpiYmLg6uqKkJAQjBkzhvGX1ZEmTZpw8idbO1QVjx8/hlQqZd6NqalplTsgZWRkcN6lqakp2rZtywl7+fLlCuPp3bs3ZsyYUaGSqQiyepCamsr8VoTo6GhGCVVRUUH9+vWhra3NCefj44Px48dz3GvVqvVF6bWxsYGNjQ0mTJiA/Px8BAYGYtWqVejXrx+cnZ2ZcHXq1EGdOnXg7u6Opk2bws3NrUplwcrKSiEzGVtbW7i6uuL8+fNVKjV5eXn4/PkzxyxNIpFwZJY80zWZ8p+fnw9jY2OWX9lBAEXk14cPH0BEnOdUZGpZnuXLlzOd/dzcXHTr1g0BAQGsXc4USYdsQKF8famuzFakbK2trXH16lUsXboUU6dOxciRI9G8eXOsXbuWVV++NSkpKfyaDx4env9T/GcUEHV1dVbHdMWKFTh+/DiCg4NZo3E6Ojpwc3PD5s2bOXHIPliampr48OEDy082cihDIBBwRvLLLorU0NCAiooKgoKCMGzYMM6zZCNmsjBBQUGM3fKMGTNgYGDA2n70WxIeHg4LCwuFtwI9dOgQCgoKYGFhwbgREaRSKZSVlbFy5UoMGjQIampq2Lt3Lzp27MiEs7a2ZhaCPn78+NtmpMwzRCIRoyCdPn0a6urqrNFnbW1t1K9fn1G+qktUVBRCQ0Nx5swZNG3aFMHBwZg6dSq6du3KdP4tLS0BlC7Elv0GSjswqqqqCj0nPDwcQqGQmf1p3bo1wsLC8OrVK04HEyjdsjYhIeFvqyvVxcXFBaqqqtiyZUuFnfPly5ejU6dOaNSoEePm6Oio0KLd2rVrV7rAXBGKi4vx8uVLjtKmpaWFhQsXYvfu3bhz5w4cHBxw5MgRNG7cmKVUOzg4ACjtFFamgChKVFQULl++DA8PD/zyyy+IjY2tcI2Mjo4ORCIREhISOH7VWRSvqanJWSxedt2VIvJLQ0MDACqNpzIsLCxYMnvq1KlYsGABfH190aBBA4XTcePGDQBQSLrORCIAACAASURBVGaXp6zMVrRs7e3tERYWhpKSEly+fBkzZsyAl5cXs/7jW3P58mW8ePGCteU1Dw8Pzz+d/+wi9Fq1amHRokXYvn07YmNjGXdnZ2ekpqbCwsKCGf20sbGBUChkRgStra2RmJjIOjDt0qVLrPi1tbU5H9rExETmt1AohJOTE9LT01nPMTc3h6qqKmrWrInc3Fzs3buXMVsyNDTE5MmT0aJFC9ZsQ3lF52vYtm0bzp8/X+Hhc/JYsGABkpKScOfOHeaaPHkyDA0NGbO1GjVqYOjQodi3bx+nrGR5kHdo3rcgOTkZhYWFMDExAQCsX78eo0aNYpku5efnIzU1Febm5tWOPycnByNGjMDgwYOZUcgZM2bAyMiI2ZwAAJo1a4ZatWrhjz/+YN0fExPDMoepiDt37mDJkiXw9fVlOscBAQH4/Pkzpk2bJveeSZMmQSAQsNLxI6lVqxYGDRqEgwcP4vTp0xz/vXv3YvLkyay28r2ZOHEiGjduLPegvAcPHgAAjIyMoKKiglGjRmHZsmWsMLdv3waAL6pL5cnPz8fo0aMxbdo0hIWF4d69e5xNEMq2f2dnZxQWFqKkpIQlV9TV1au1Y5m1tTWSkpJYMq7sAYCKyC81NTXUq1ePY+b0pQcJBgcHo3bt2qzNNhRJh2yAo6ziUFJSgitXrrDilyezZYeTAoqV7bVr13D16lUApUpJmzZtMH/+fGRnZ+PVq1dMXN9KZr9//x4BAQGoV68eY5bGw8PD83+CH7HwpCw/8hyQkpISatq0KdnY2NDnz5+JqHSxrZaWFvn5+VFCQgKlpKTQ/PnzSVlZma5evUpERGfOnCEANG7cOEpMTKQDBw5Q48aNWQs0V6xYQaqqqpSYmEhSqZROnTpFFhYWrEXokZGRzJkbjx49ooSEBOrbty8ZGRlRXl4e5eXlkY6ODg0ZMoQSEhIoLS2N9u3bR5qamswixiVLlpCqqipdunSJ0tPT5ea/okXo8+fPp+joaIqOjqaDBw9Sv379SCAQ0MCBA1mLaHfv3k29e/euVpmXX4RORJSXl0ctW7YkVVVVGjNmDEVGRtKxY8doxYoV5OjoSMrKyrR06VJWHKjmOSDe3t5Mns6dO0ebN28mCwsLMjc3p7dv3xJR6SJ7oVBIvXv3ptOnT1NUVBR5eHiQuro6PX78WO6zDA0NaezYsXL9/P39ydDQkIlfxvnz5wkAhYaGMm4rV64kJSUlWrZsGcXGxtLIkSNJKBQydUtePo4fP06TJk0iTU1Nsre35zxHdnZHhw4d6NChQ3TlyhUKDw8nT09PEgqFtGvXLlb46pwDUpYHDx4odA5EVeeA5OTkkJOTEykrK9OoUaPo0KFDtHfvXho0aBAJhUIaM2YME7aqOqBovsoybdo0mjZtWoX+aWlpZGRkRJaWlhQSEkIXL16k8+fP05IlS0hXV5ccHR2ZRcaLFi0ioVBI06dPp4sXL9K+ffvI3Nyc7OzsGJlSHln7mzVrFp06dUruJVukP3r0aLKysqLCwkIiItqwYQNpaGgw/uXbv0QiocaNG5OjoyNdvHiRnj59Svv27aOaNWsyC6xli9CLi4uZNOXn5xMA5twa2Xk3QUFBlJSURJGRkdS0aVPW+69KfsnKWlVVlbZs2UJ3796l5cuXk7m5+RefA3Ls2DECQLt372bcFElHy5YtycTEhE6dOkW3b98mPz8/MjMzYy1C79atG9nZ2VF2djZ9/vyZFi1aRMbGxswidEXKds6cOaSvr08RERH05MkTSkhIoJ49e1K9evUYmaqurk6DBw+mhIQE1mL1sshbhG5hYcHIhNOnT9OyZcvIzMyMatasSdevX2fdHxwcTLNmzZIbNw8PD88/gf+0AkJEdO3aNRIIBDRnzhzG7ebNm+Th4UEaGhqkra1NLVu2pKioKNZ9K1eupNq1a5Oamhq1aNGCYmJiWB/nDx8+0IABA6hGjRqkq6tLfn5+dPDgQQLAOthu3759ZG9vT6qqqqSvr089evSgBw8esNLXrl070tHRIZFIRA0bNqTly5cz/hkZGWRjY0OqqqoVfnAqUkDKXmKxmFxdXWn37t2cHXymTJlCSkpKVRUzC3kKCBHR58+fafXq1dSsWTMSi8Wkrq5OFhYWNHr0aLp//z4njuoqIGXzpKSkRGZmZjRs2DDKyMhg3RsdHU0uLi4kEolIV1eXPD09KT4+vsL8VKSAHD16lABQeHi43PsGDx5MtWrVYnYtk+WrXr16pKqqSnZ2dqwdsOTlQ01Njezs7GjevHnMAXjliYyMJFdXVxKLxQSAtLS0qFu3bhQXF8cJ+6MVEKLS3YAWL15M9vb2pK6uTrVq1SJXV1dOOf4dCoirqyu1atWq0jBpaWk0ZswYatCgAWloaJBIJCJra2uaMmUKc9gkUeluSiEhIWRpaUmqqqpkampKAwcOpMzMzArjrmoXLNngQExMDAkEAtZudCUlJeTs7Ezu7u4klUrltv/Xr1/TwIEDSVdXl5EZK1euZOJQRAEhKi37sjJOlu6y76gq+VVYWEjDhw8nbW1tEovF5OvrSxEREQSAXr9+XWn5VLRLn5eXF+np6bF2rasqHU+fPiUPDw9SU1MjAwMDmjVrFo0dO5algKSmppKbmxtpamqSqakpzZkzh6ZOnUqNGzdmwlRVtsXFxTR9+nSmfcvSUla2zZ07lzQ0NEhXV7fCei1PAZEn20aOHMmRbUREzZs3Jw8PD7lx8/Dw8PwTEBB9Q/udL+D98/xqha9pUr2Fg9+L7Oxs6Ovr49ChQ+jTp8+PTg7Pfxg7OzsYGRnh/PnzPzop/0iSk5Mxe/ZsREZG/uik8PxAAgMDcfHiReYMDx4eHh6e78d/dg0ID8+/lV9//RUXLlzAxIkTkZCQgIyMjB+dpH8Uu3fvRqdOnX50Mnh4eHh4eP6z8AoID8+/jJ9//hmLFy9GREQEXFxcsGvXrh+dpH8US5cuxYgRI350Mnh4eHh4eP6z8CZYPDw8PDw8PDw8PDzfDX4GhIeHh4eHh4eHh4fnu8ErIDw8PDw8PDw8PDw83w1eAeHh4eHh4eHh4eHh+W7wCggPDw8PDw8PDw8Pz3eDV0B4eHh4eHh4eHh4eL4bvALCw8PDw8PDw8PDw/Pd+M8oIGvXroWFhQXU1NRgY2ODPXv2sPx79uwJR0fHKuPZsWMHXFxcoKurCxUVFZiamiIgIADPnz+XG/7hw4cQCAQwNTWFVCrl+Pv7+8PNze3LMiWH9evXQ1lZ+ZvEdf/+fXTv3h36+vrQ19dH165d5Z4aHBERAR0dHfTs2ZPjt3r1aggEAtYlFAphamqKPn36IDU1tVppSk5O5sRX9urXr1+14svMzIS/vz9MTEygra0NFxcXHD16lBPu3r17EAqFePv2LXr27FlpGh4/fszcR0TYvXs32rRpg5o1a0IkEqFBgwYICgrCixcvqpVW4H/lmZOTw3J/9OgRdHV10bdvX6aeZWRkoHnz5hCJRFi9ejUTtrL3pQjfus6WJTs7GwKBABEREQCAc+fOQSAQID4+HsD/3v/ly5c59378+BHa2toICgqqMP4tW7ZAIBDg3r17AIC0tDR069YNYrEYOjo68PX1xatXrwAAwcHBEIlEKCws5DxHVVVVbl3buXMnBAIBHj58yLilp6cjICAA9evXh5qaGmrWrAkPDw8cPHiQc78i9bFGjRqs+qajo4MWLVpg2bJl+PjxY4V5V4SAgABoa2szZVAWiUQCW1tbuLq64nvv3h4XFwdvb28YGhpCVVUVxsbG8PX1xc2bNxW6v1GjRggMDGT+ly9DTU1NWFtbY86cOSguLv6qtEZEREAgECA7O1vhMOXbqkQigUAgwJIlS5h7FP1GVYapqSlmzpxZob+89pWWloYRI0agXr16UFNTg1gsRsuWLbFv376vSsu3Qt43puy1bds2AN+m/BSlum00NDQUjRs3hlgsRv369TF69Gi8ffuW8S8vB2VUR7Z86/xpaGjIPeT2wIEDEAgE1YqvfL+l/DtVU1ND3bp1MWDAAFy7dk1uesr3MerWrQs/Pz+kp6crnI47d+5AIBDgyJEjLPePHz/C2dkZ1tbWePv2Lfz9/SutcwKBAJs2bZKbtrKXqakp67llL1VVVdjY2GDq1KkoKCjgpNXHxwdBQUFYv359hfHb2NgonPcvpaq+dWVt4dv0VP/hbNmyBb/++isWLlyI5s2b48KFCxg8eDB0dHTQvXt3heNZuHAh5s2bh5kzZ6J169bQ0NBAUlISZs2ahejoaCQmJkJNTY11z86dO2FnZ4eHDx/i/PnzaN++/bfO3t/Cixcv0Lp1a9jY2CA0NBQlJSWYM2cOOnbsiAcPHkBbWxtFRUWYNGkS9uzZgxo1alQa3/HjxyEWiwEAUqkUT548wdKlS9GqVSskJydDT09PoXTVr18fZ8+e5bhfv34dM2bMqFb5FhUVoVOnTtDR0cGRI0dQo0YN7N27F7169cKFCxfQtm1bJuy5c+fQuHFj6OrqAgAsLCwYAVMeExMTJp/9+/fHoUOH0L9/fwQEBEBLSwtJSUlYt24d9u/fj3PnzsHe3l7hNMvj9evX6Ny5M+zt7bFnzx4IhaXjCjt27MD9+/dx5swZWFtbV+t9/V9EQ0MDPj4+OHDgAFasWCFXEQ8LC0PTpk1hZ2eHwsJCtG/fHrVr18aBAwcglUoxa9YsdOvWDdeuXUP79u2xbNkyxMXFwcPDg4kjNjYWEokE0dHRnPgvXLgAU1NTRvBfuXIFXbp0Qc2aNTF27Fg0bNgQubm5iIiIgK+vLy5cuMDUo+rUR29vbwQGBoKI8O7dO8TGxmL+/PnYuXMnoqOjYWhoqFCZ3bt3D15eXsxHetGiRYiIiMDUqVM5B1iuW7cOKSkpuHXrVrU7GF/DunXrEBQUBFdXVyxcuBC1a9fGX3/9hW3btjEHbfr7+1c7XlkZAsCHDx+YMnz79i3WrVv3rbNRKeXb6o/CxMQEISEhaNCgAYBS2dKmTRuYmZlhxYoVqFevHnJychAaGooBAwagqKgIQ4YM+WHpLcuRI0egqanJcbe1tf0BqVG8je7btw9Dhw7F+vXr0bFjRzx79gyjRo2Cj48PLly4UGH81ZEtfwdFRUWYPHny36rsyPoNRUVFePLkCcLCwtCyZUusWLECv/zyCyts2fYskUjw+PFjLF26FG5ubrh//z60tbW/KA0lJSXo168fMjMzceXKFejq6mLatGmsej948GA0atQIkydPZtwaNmzI/O7duzcCAgI4cYtEItb/+fPnM4N7nz59wo0bN7B06VLcv38fx44dY8JJpVJER0dj586daNKkCRo1asSJe9KkSbCysvqiPCuKon3ritoC6AfzLjOvWld1kUqlVLduXfrll19Y7n379iVnZ2fmf48ePcjBwaHSuPT09Gj8+PEc98uXL5O1tTXFx8ez3CUSCdWuXZtWrFhB7u7u5O/vz7l3wIAB5OrqWp0sVcq6detISUnpq+NZtGgRiUQiev/+PeOWnJxMAOjEiRNERHTjxg1q1KgRpaamUseOHalHjx6ceFatWkUAWPHIePLkCQGgBQsWfFVaCwoKyNLSkrp37y7XPzs7m1JTUznu8fHxBIDi4uJY7vXr16eRI0ey3Ly8vCg4OJiIFKsrRKXvAgDt3buX45eVlUVWVlZkbW1NEomkyrhklC/PgoICcnJyInt7e8rJyWGFDQwMJDs7O+a/Iu9LEapbZ5OTkyk/P1+hsFlZWQSADh06REREZ8+eJQB09epVIiK6e/cuAaDY2Fi591+6dIkA0MmTJzl+6enpJBAIaP369UREtH37dlJTU6PXr18zYe7du0cAKCoqij59+kQikYimTZvGiic4OJjat29PQqGQ7t69y/IzMTGhn3/+mYiIPn36RKampuTk5ER5eVzZtWbNGgJAYWFhRKR4fdTR0aGgoCBOfCkpKaSvr08dO3aUWzbyCA0Npbp167Lctm3bRgKBgCXPXr9+XeFz/06SkpJIWVmZhg0bxvGTSCTUq1cvEolE9OTJk0rjsbOzo7FjxzL/K8qLt7c3GRsbf1WaDx06RAAoKytL4TDl22pxcTEBoMWLFzNuisqdyjAxMaEZM2YoHH79+vUkEAjo7du3HD9vb28aOnToV6XnW1DZN6Ys36L8FKU6bbRTp07Uvn17VrjQ0FACQC9evCAirhysrmz51ujo6NDgwYMJAMXExLD89u/fT6iga5menk4vX77kuJfvt1T0TqVSKU2YMIEEAgFduXKFlR555S37XmzdulWhfCUkJBAAOnz4MOM2evRo0tbWpjt37lR4n4WFBQ0ePFiunyJyU95zZcj6EWX7MDdu3CBlZWW5756I6OLFiyQSiSg9Pb3S534NivatK2sL/3oTrNTUVGRkZKBHjx4s927duuH69evIy8tTOK6ioiIUFRVx3F1dXfHw4UM0b96c5X7mzBm8evUK/fr1g7+/Pw4fPix3Kk1ZWRmHDx+GtbU11NTU8NNPPzGmBbVr1y7VFP8/r169gkAggK+vLysOY2NjLFu2DACYqVonJyeIRCKYm5sjLCyMFT4uLo6ZxRGLxWjXrh1u3LjB+I8ePRqJiYmskfI6deoAAN69ewegdBYgPj6eGS2rLubm5tDX18ezZ88Yt5s3b6J9+/bQ09ODWCyGs7Mzzp07V2k8EydORG5uLjPVXp5Dhw5h+PDhHHfZKK6KigrLXSQSsUZ4i4uLERMTA09PT4XzBgBr1qxB+/bt4efnx/HT09PDsmXL8OjRI0RFRQEoHbUZN24cdHV1oa2tjaFDh+Lo0aMQCAR48+YNJ46SkhL07dsX2dnZOHXqFHR0dBg/Nzc3rF+/Hvfu3WNMORR9X9u3b4etrS3U1NSgq6uLAQMG4PXr16wwldXZ8nh4eFTot3nzZtSpUwfq6upwdXVlTKOqw6JFi6ClpYVbt26hVatWsLCw4EwDA8DevXuhoqKC/v37Ayid1XJxcYGBgQETxtbWFhYWFjh79ixEIhHc3Nxw/vx5VjwXLlyAu7s7bGxsWCOUKSkpeP78OTMLFxkZiczMTKxduxZaWlqc9IwfPx6NGzfGypUrASheHyvC0tIS8+bNw+nTp5GcnIwZM2ZAR0eHI7OWLl0KkUiEadOmYfDgwcjIyIBAIGDM9IYOHYrmzZtj/PjxjKnV9OnToa6ujnnz5jHxhISEwMDAABcvXoSDgwM0NTXh4OCAxMREhIaGwsrKCtra2ujSpQuysrLw6NEjCAQCxMbGMnHIzDVCQkIYN5nZ6o0bN7BhwwZoampizZo1nPwqKSlh06ZNkEqlrPvj4uLg6OgINTU1WFtbIzIyssqykyESiRiZV1BQUKVZj0QiQWBgIGrWrAltbW34+fkhNzeXFWdVYeS11S+lqKgI06dPh6mpKcRiMdzc3HDlyhVWGCUlJcybNw9GRkYQiUTo0qULI1/Km2DJ6o68715ERAS2b98OAGjVqhU6dOjACdOrVy+0aNECAPDmzRsMGjQIJiYmUFdXh5WVFdauXcsKb2hoiNWrV2PkyJHQ09NDzZo18euvv+LNmzfo0aMHatWqhTp16nBm574VEokEc+bMgY2NDZPGsnXrwYMHEAgEiI6ORs+ePaGnpwdDQ0OMGzcOJSUlVcZfvo0Cpe1eXpuX+cmjurIF+LKy3bBhAwwNDXHs2DEYGhqyRvjbtm2Lrl27IigoSK55uTymTJnyVbMyAoEAv//+O0xMTLBixYoqwzdq1Ajq6up4/PgxiouLYW9vjz59+rDCdOrUCU2aNIFEIuHcv3jxYuzYsQNHjhyBg4PDF6f7a3B2dgYAlmn32bNn4ezsLPfdS6VSBAUFYdKkSahbty6A/9XbM2fOwMPDAzo6OqhTpw727duH69evw9nZGdra2nB0dGT6gVW16a/tW1taWv77Z0COHz9OAOivv/5iuV+5coUA0M2bN4lIsdERPz8/UlJSounTp9Pjx4+rfHbfvn2ZkY68vDzS0NCgnTt3ssIMGDCA6tevTx06dKDY2FiKjY0le3t7atiwIRER+fv7s0ZLDhw4QGZmZqxRukePHhEASkhIoHXr1pGKigo1b96cjhw5Qjdu3CBfX1/WaO2jR49IJBJRv379KDExkRITE6l79+6kpaVFz549qzA/Bw4cIKFQKHc24UtmQLKzs0koFNLChQuJqHRUR1dXl7p27UoJCQl07949Gj9+PGlqalJmZqbcNB07dowA0PHjxytMd0hICLVp04bjXlJSQk2aNCEvLy968+YNSaVS2rNnD6mqqtK1a9eYcJcuXSI1NTX6+PEjESlWV168eEEAaOnSpRWG+fjxIwGgSZMmERHR0qVLSUVFhbZs2UIPHz6kGTNmkKWlJWuktGx5jhgxgnR1denBgwecuHNycmjYsGFkY2NDWVlZTNplVPS+du/eTQKBgBYtWkSPHj2iixcvko2NDTk5OZFUKiWiqutseQwNDSk6OprjLputmDhxIj169IiioqLIycmpWjMghw4dIhUVFYqKimLinTt3Lqmrq3NGh2xtbalPnz7MfycnJ7kjuB06dKCuXbsSEdHvv/9OSkpKzOxSTk4OKSkp0eXLl2nUqFGsMgwJCSGBQMDMqIwcOZI0NTXllomMKVOmkEAgoNzcXIXrY2UjarJ6t379ekpKSmJmc8rSrFkz6t27N3348IHGjx9PZmZmlJWVRZ8+fWLC3L59m4RCIe3YsYNu3rxJQqGQM5q6detWUlVVpX79+tH79+/p/fv3ZG1tTebm5jRkyBD6+PEjZWZmkr6+Pk2ZMoWIiMzMzFij+qNHjyYzMzPq378/47Z582aqWbMmlZSUkLW1NXXp0qXSMnR2dqamTZsSUen7qVWrFrVr144SExPpxo0b5OHhQbVq1eLMgIwfP56Ki4upuLiY3r59SwcOHCCRSETbtm0jotIRvtTUVNY1cuRI0tLSokePHhER0fz580lVVZV27NhBqamptHHjRqpTpw6rzVYVRl5b/dIZkMDAQNLX16fw8HC6efMmDR48mMRiMaWlpRFR6QyItbU1BQYG0s2bNykyMpJ0dHRo9OjRRMRtX/fv3yclJSVycHCgY8eOceSIjF27dpFQKKTnz58zbgUFBaSurk6bNm0iotJZZAsLC4qJiaFHjx7R9u3bSUlJiTXqa2JiQqampnT8+HGSSqW0adMmAkBNmjShK1eukFQqpZkzZ5K6ujq9e/eOiL7tDMgvv/xCGhoaFBoaSqmpqRQSEkKqqqpMnUhNTSUA5ODgwIzAnzt3jgBQeHg4E4+ibZSI6PDhw6SqqkonTpyg4uJievXqFbVo0YI1o19eDlZXthB9Wdlu2bKFNDQ0yMPDg6Kioph6pKOjQ9u2baOUlBRSVVWlzZs3M8+tbAbE19eXZs+ezXFXdAZExsiRI0lPT4/5X1F5v3r1igDQunXriKh05kBJSYn+/PNPIiKKjIwkFRUVZnaj7ExEWFgYKSkp0YEDByoo4f/xd86AyMqz7Gx7u3btaNasWXLjOnjwIInFYlbZyeqts7MzPXjwgCQSCfn5+ZGWlhZ16NCBnj9/ToWFhdSuXTtq3rw5EVXdphXtW1eW/3+9ArJ3714CwDFPkQnaCxcuEJFiwik/P58GDRpEQqGQAJCJiQn5+/vTsWPHmM6ZjPfv35NIJKL9+/czbv7+/uTu7s4KN2DAAFJXV6fs7GzGbdu2bQSAcnNzadeuXaStrU0lJSVEVPrBnjJlConFYkYJ2rp1K+nr65NUKmWm68qaoOTm5pKamhpNnz6diEqFrJ6eHhUVFbHyJhKJKjSHSk9PJz09PRo1apRc/6oUkOzsbOZj//nzZ3rw4AF17NiR1NXVKSMjg4iIioqKKCkpiVUWeXl5HOEu4/Xr12RgYMAxlypPRQoIEdHLly/J0dGRAJCKigqpq6vTwYMHWWF+++03ateuHfO/R48e9NNPP1F+fj7nKigoIKJSQQeAE1d5jIyMqF+/fkRUaibi4+PD8vfw8JCrgEyaNIkAULdu3SqMe+zYsSyzjrJU9L4cHR057rKP3+XLl4mo6jpbnooUkBEjRpCRkRHLBE3WXhVRQOLj40ldXZ22b9/OildmalVW2b916xbLfJCIyNLSkjN9TFRqWtK6dWsiKu2IA6CjR48SEdGRI0dIQ0ODioqKaN++fVSjRg2mbfr4+JCjoyMTj5eXF9na2nLiL4usE/Dw4UMiUqw+VvVBU1FRoZkzZxIRUcOGDWnEiBGMX0ZGBgGgiIgIIirtpJQ3wZIxduxYMjQ0pGbNmsltP1u3biUAdOvWLcZtwoQJBIDevHnDuPn4+DCDKEOGDCEvLy/Gz8bGhubPn0+mpqaM24ABAxhFUSwWU0BAQIV5JSrt1BgZGRHR/+rPvXv3GP/MzEwSCAQcBQQA6xIKhRQcHFyhSeSFCxdISUmJ9T4sLS05bXbEiBGsNqtImPJt9UsUkLy8PBKJRExni4jo8+fP5O3tTWfOnCGi0k5oWfMIotLvUuPGjYlIvonjiRMnqG7dugSAVFVVydXVlebPn88aFPr48SPp6OjQsmXLGDeZQif79qampjIdWBlNmjRhvV8TExOWTMvNzSUArHcnM5OUyQSZTMzMzJQrk2Xts6ryy83NJVVVVU4Hefjw4dSgQQMmD5BjNmxubk6TJ09m/lenjRKVmropKSmRsrIyASB3d3fWAEp5OfglsuVLylbWxssP8Ono6DBmTZMmTSJ9fX2mw/s9FJAFCxYQACouLmbSU3ZA4fPnz3T//n3q1KkT1axZk2VmO3nyZLK0tKT3799T3bp1WR15mSIwfvx4UlVVJVNTU7nftPJUpYCMGTNGbt2UDfrInhsZGcnkoaCggGJiYsjCwoJcXV2ZPubHjx9JTU2NLl26JPd5Tk5ONGHCBJabrN6uWLGCcTt69CjrW0tEtGHDBhKJRMxzKmvTivatK2sLriPsHQAAIABJREFU/3oTrG+JWCxGaGgoXrx4gZ07d8Ld3R1nz55F9+7d0bZtW5Z51f79+6GqqgovLy9IJBJIJBIMHDgQFy9exF9//cWK19ramlncDIAxCcnPz4eHhwfy8vJw9+5dAEBMTAxat24NZ2dnxpTh0qVL8PT0ZE3XtmrVivmtra3NLIQHgFu3bsHJyYk17SsWi2FtbY07d+5w8p2SkoJWrVqhcePGck0hFEFPTw8qKipQUVGBmpoaGjZsiDdv3uDPP/9kTLtUVFRQVFSEwMBANGzYEMbGxqXTdPif2VdZhg8fDm1tbdY0s4xOnTox5hIBAQGIiYlhmVDk5OSguLgYPj4+EIlEOHv2LK5evYqpU6di6NChrAXGZ8+e5Zhf3b17F1paWpxLtrBQthC8qh11pFIphEIhiAgpKSlwdXVl+ffq1Uvufbt378aiRYtw4sQJ1g5XX0NxcTGSkpLg4uLCcm/atCkAsOpGZXU2Pj6eVdavX7+Gu7s781+2ePD+/ftwcnKCkpISE095M8aKkE39Tpo0CUOHDmX51a1bF23atGGZHYaFhcHIyAidOnVSKH4Zjo6O0NfXZ8ywLly4AFdXV6ioqKBt27bIycnB7du3QUS4ePEiaxMEoVCo0PsvG1aR+lgZRISSkhJmAb6vry+OHj3KPCcyMhLa2trw8vKqMq4FCxaAiJCQkIANGzZUGK7somltbW3o6upCX1+f5SYzOfLw8MCVK1dARHjz5g0eP36M0aNHIzs7m1kIHxsby5SjLD9VIZN99+/fh6amJmvhsYmJCbMxRFn69++PGzdu4MaNG4iLi8P27dtx9OhRtGvXjvPeXr58if79+yMwMBA+Pj4ASs2SHj9+zJhIyChbhxUJ861ITk5GYWEhmjVrxripqqoiIiKCVS9btmzJus/AwAD5+fkVxuvl5YW0tDTExsZiypQpAIDZs2fDwsIChw4dAgCoq6ujf//+LNPHiIgI9OrVizENFYvFWLNmDRwcHFC7dm0YGRnh7t27HNlevj4BYO3mI3Mrb+pmamoqVybfvn27wryV5c6dOygqKuKYnbRt2xaPHz9mfd/LbxxSs2ZNvH//XqHnlG+jx44dw5QpU7B48WLcuHEDJ0+exPv37+Hr61vhbnPVlS0yvrRsZWZ08pg1axYEAgHmzp0r119mQioQCBAeHo65c+cy/790VzKJRAKhUMjK29q1a1l9DFtbW6Snp+PkyZMsM9t58+ZBIBCgefPm0NbWxowZMzjxb9y4EbNmzUJhYSEGDx781bv+bdy4UW7dLG8O5u3tzeRBLBajTZs2sLKyQnh4OCPjLl26BBUVFc53WuZ369atCneCVOT9FxYW4vPnzwq16a/lX78LlsyeNzc3l1Vosm1Mv2Q3IENDQwwZMgRDhgyBRCLB5s2bERgYiI0bNyI4OBgAsGvXLuTl5cndeWHPnj2sSl9+5w5ZRSMimJqawtraGpcvX4axsTHTSY2Pj0dsbCyGDBmCS5cuYfbs2az7y9sGampq4sOHDwCAvLw8GBkZcdKlpaXF+RDdunULnTt3hpubG/bv38/Z5UtRoqOjmV2w4uPjMW7cOKxdu5a1nWtqairatWuHdu3aISwsDLVr14ZUKmW2qivL5s2bERUVhbi4OLk7n2zcuJGxQYyIiMCff/7JWiOipaWF/fv34/Lly3j27BnzDCcnJyQlJeG3337D5cuXkZubixs3bnBslRs0aICdO3dynivrTJuZmQEAnj59WmGZfPr0CW/evEGdOnWQl5eH4uJiznsr28kvS0xMDBo2bIiCggJMnjwZTk5OLKXzS/jw4QOkUimnzsrSVLZuVFZn7e3tkZCQwPh5enpiyZIljCIj65zm5+fD2NiYFY+sjlTFmDFjUFBQgJcvX8r1HzJkCIYOHYrnz5/DyMgIBw4cgL+/P0vZqVGjBudDC5TKBplcEAgE8PDwYBSQ6OhoZvtdY2NjWFlZ4eLFixCJRMjKymJ19MzMzHDmzBlGyZRHRkYGlJSUULt2bYSHh1dZH6vi8ePHkEqljFLv6+uLOXPmIC4uDq1atUJERAR69+7N2X1FHjVq1IC7uzuSk5NhZ2dXYbjyMkFe3LIPuKenJ96/f4/79+/j/v37cHBwgJ6eHpo1a8YMqPz1119MOZqamla5jWZGRgaT3/z8fKirq3PCyKtXBgYGTJ0ESjvmLVq0gI2NDfbv349BgwYBKO3s+Pr6wtzcnFlnB5S2FyLiPK/ssxQJ862QdYDlycOyyGu7VXWwhEIh3Nzc4Obmhnnz5iE9PR29e/fGyJEj0aNHD6iqqmL48OHYtGkTEhMTYWVlhVOnTuHw4cMASgc3OnbsCIlEgjVr1sDGxgbKysoc+3GAW5+AyuuUjFOnTsktV0W3IpV9L2SDJTJkHfmyW1PLq2OKdlLLt9GJEyfCz8+PWV/h6OiIOnXq4KeffsL58+flrj2srmyR8aVlW1mHU1tbGwsXLsSYMWMwatQojv/169eZMpw6dSrq1auH0aNHA5BfjoqQkpICU1NTVt779++PiRMnAiit0zVq1ICFhQXnXpFIhIEDB+K3337D0qVLoaqqygmzdu1aBAQEoGnTpujSpQuWLFmCadOmfVFagdItc8ePH89xr1WrFuv/8uXL0aZNGwClfQljY2NOX+3cuXNo3bo1Z90QUDrA5OjoyKz9KE91339lbfpb9K3/9QqITONLTU1lGjxQem6CkpKSwlseEhHS0tI4FVpZWRljx47FqlWrmBHihw8f4vr16wgNDeVsAbh582bs3r1brtZdER4eHoiLi4OBgQF++ukn6OjowM3NDePGjcOzZ8+QkZHBElJEhE+fPrEad0FBATMKoKOjI3eBUF5eHktYPXr0CB06dEDPnj2xZcsWVuetujg6OjIVsmnTpjh8+DBGjRqFhIQERgCEh4dDIpFg//79TKMoP1sElL7LSZMmYebMmRWOJJqbmzO/4+PjIRaLOaMtKSkp0NHR4Sg4DRo0YDpD0dHR0NbWhpOTEyuMpqZmpWdh6Ovrw87ODgcOHMD06dPlLiaULa738PBgBEP5PeLlzfwAYDru8+bNw5UrV9C3b1/cvn2b06GvDpqamlBSUuLUDdl/RUc9NDQ0WGWtrKyMBg0acMpfU1OTowCUP9+kIgYMGABPT094e3uja9eunDNN+vTpg8DAQBw4cAAODg54+fIlZ7tQa2truefQPHr0CAMHDmT+t2/fHuHh4UhLS0NycjLc3d0Zv7Zt2yI2NhYaGhrMonUZ7u7u2LhxI/744w/OSJeMs2fPwsXFBZqamgrVx6oIDw+HUChktg22sbGBvb09Dh8+DAsLC1y9epU1WPG9MTIygq2tLeLi4pCYmMgozW5ubrh8+TKICBYWFqhfvz4AoHXr1ggLC8OrV6/kDprk5OQgISGB6XhoamrKlW2K1itra2uIRCJmxhkApk2bhgcPHiAhIYH10dfQ0ADAHS0u+yxFwnwrZIp9dTZWqYr8/Hx8/PiRs61zvXr1MHHiRAwcOBDp6emwsrKCk5MTGjdujIMHD6JJkyaoVasWUw+vXbuGpKQkXLp0iTVQkpWVxbzrr8XFxeWrtheXybewsDD89NNPHH8zMzPWhilfStk2WlJSgrS0NNYZNQCYjUJSU1PlKiDVlS1/N0OHDsXGjRsxYcIEDBs2jOVXdraoRo0aMDIy+qrzWAoKChAVFcXJd/kBhYp48eIFli9fji5dumDx4sUYOHAgR7bIvqMdO3bE9OnT8dtvv6FZs2bV3ohGRu3atRU6O8vCwqLKPJw9exaDBw+W63f8+HG5m958KZW16W/Rt/7Xm2BZWFjA0tKS0dpkHDlyBG3atGE+EFXxxx9/oEGDBnL35c7JyWF9IHfu3AljY2P4+/ujadOmrGvEiBFISUmRe5hORXh6eiIuLo4xvwJKp0SfPHmC8PBw2NjYMCPuMsqOlhYUFODhw4fMKGbTpk1x8+ZN1s4mOTk5ePjwITN9X1xcjB49esDT0xPbtm37KuVDHrIzBZYuXcq4FRYWQlNTk6WRy8xoZBq5RCKBv78/7OzsKj1QSxHMzMyQm5vLGUV/+PAh0wk8e/Ys3N3dKxxlqowJEyYgOTmZtYuKjLdv32Ly5Mlo3LgxPDw8IBKJYGZmhuvXr7PCla+35VFSUsL+/ftBRPDx8fmqQ9RUVFTg4OCAuLg4lvvVq1cBgGXa8S2wtrZGUlISawcVeWe8yMPPzw+9e/fGzz//jBEjRnDeoaamJry9vXH48GEcPnyYOfujLJ06dcK1a9dY9966dQuZmZno3Lkz49a+fXsQETZs2AANDQ1WObRt2xbXrl1DfHw83NzcWEp/9+7dYW5ujpkzZ8o1z9iwYQNu376NX3/9FYBi9bEy7ty5gyVLlsDX15f1QfD19cXJkydx7NgxGBgYsM40ARQfuf1WyJNnbm5uuHTpEsv8Cig9GPHz588Vjj5OmjQJAoGAGXmVnXdz//59Jszdu3flHqwoD5kZk8xk6+jRo1i1ahX27dvHeQdqamqoV68ex2y1bB1WJMy3wtraGhoaGoiJiWHcpFIp2rRpg927d39RnC1btkS/fv3k7nL04MEDCIVClrndsGHDcPDgQYSHh2PQoEGM3JQd5ll2Rvfq1at4+vTpd69/FeHg4AA1NTW8efMGNjY2zCUzKfzS2f+ylG+jslHusgeXAmD+V9Tuqytb/m6EQiHWrFmDP//8k7Nr4LdEKpVizJgx+PDhA+ccEEUZM2YMGjdujOPHj8PGxkbu+RxlmTt3Llq3bo3+/fvLHRD9nmRlZSEpKUmuIvT06VM8ffqUY8b9tVTUpr+2b33nzp1//wwIAMycORPDhg2DqakpWrRogRMnTiAqKorTUPLz8/Hnn39y7v/pp5/QvXt3uLq6onfv3pg4cSJcXFygoaGBR48eYfXq1VBWVsaYMWNQUlKCsLAweHt7y+20Ojs7o169eggNDVXYDtjd3R3Pnz/HsWPHmPUOWlpasLe3x/r16zmHKaqoqGDBggVQV1eHsbExfv/9dxQVFTHbj44ZMwYhISEYNmwYfvvtN3z+/BlTpkyBtrY2o1lv2rQJT548weLFi1kfNKBUm7eyskJaWhrTIN+9ewdVVVVcvHgRQOnIq7wRSxm2trYYP348FixYAF9fX1haWqJ58+ZYuHAhdu7ciU6dOuHw4cO4fv06DAwMkJiYiLy8PKxevRrXr1/H2rVrK9yet0OHDgopDD4+Pvjtt9/g7++PxYsXo1atWjhx4gSOHz/OmGudO3fuiwXd0KFDERMTg7FjxyI2NhY9e/aEWCxGcnIy1q1bByJittmVpWfjxo3w8vJCs2bNsHv3bjx//rzK5xgZGWH//v3w9PTEpEmTOOZiMhR5X7/++isGDBiAlStX4v+xd+ZxNab//3+dU+d0qtOptFKh0qKQRKIsKcsIIUlkmbIma8KIsQ4zjDEI2SIikbFO1lEkW7aIVAZZI0abre39+6PvuT/dnVOd0jC/mfv5eNyPxznXdd3v+7qv+7qu+3pf1/t+X15eXnjw4AGmTJmCLl26KDS7VBt8fX2xfft2TJ8+HQEBAcjMzERkZGStZKxevRoJCQnw9/dHXFwca6Vp1KhRcHNzQ0ZGhtxZf29vbyxevBheXl6YM2cOPn36hNDQUHTr1o01S2tiYgIrKyts27YNLi4urA0Ou3btipcvX+Lo0aOYPXs2S75QKERMTAx69OgBOzs7TJ48GTY2NsjLy8OBAwewb98+BAcHM6s3itRHKU+fPmWeXWFhIRISEhAeHg5zc3OEhYWx0vr4+CA0NBTh4eEYPHgwazJBW1sb2dnZSExMROPGjatcuq9P3NzcMHHiRDx//pyZFezYsSMyMzPx/v17rFq1iklrb2+PhQsXYt68eXj+/DnGjBkDIyMjPHnyBJs3b8aZM2cQERHB5LtPnz7Q0NBAUFAQfvrpJ0Z5kbcxY8UyLC0tZTZHNTMzw4gRI/Dw4UPG1NbU1JTlBlMsFsPQ0BC+vr5YuXIlNm/ejA4dOuDEiRMs80MACqVRlOreUUZGRvD398fSpUthbGwMGxsbbNy4EVevXkVERESdrrd06VIMHDgQ3bt3x5gxY2BiYoL8/HwcP34cYWFhmDBhArS1tZn0w4YNQ0hICLKyslhKoJ2dHUQiEdasWYP58+fj9u3b+O6779CjRw+kp6fj1atXLDv9v4uaym/s2LGYP38+dHV14ejoiKysLEydOhXGxsY4evRora6laBudNGkSFi5ciDZt2sDNzQ0vX77EtGnTYGlpKdcNKlD7vuVL0KlTJ3h7ezOumeuD8+fPQywWo6ysDA8fPsSWLVtw5coVhIeHV2sWWhUxMTE4duwYUlJSwOfzER4eDgcHB8TExMhsbSCFz+cjOjoarVu3xqBBg5CYmFgvymhdOH36NGMJU5m0tDQAqLcVRSlVtWlA8bF1VW3hX+8FS8q6devI1NSUBAIB2djYMF5gpHh6esp4RZEeUm86BQUFtGTJErKzsyMtLS1SVlYmY2Nj8vPzY9wyHjt2TO7mPBWZMWMGNWjQgD59+iR3Uzepe7OKLnHbtWtHACg7O5sJmzRpEstDDxHRL7/8Qg0aNKDz589T69atSSgUkpmZmYwnnfPnz5OzszOJRCISi8XUq1cvSk1NVag8pJ6wZs2aVWOZVefNIj8/nxo2bMjyDBYSEkK6urqkqalJvr6+lJubS/PnzyeRSESBgYGMV6jqjoruRGsiIyODPD09SSKRkEAgoObNm9O6deuIiOjx48cEgDIyMljn1GZDq7KyMtq1axd16dKFNDU1SUVFhZo1a0bTp09neQoiKndxN3ToUFJXVyddXV2aMmUK7dy5kwAwHlGqK89FixYR8L/Npyp71lHkeRGVe7SytrYmgUBAenp6NHr0aNb1FK2zirBq1Spq1KgRqaioUIcOHRhvIFKvZ4psRJiYmEh8Pp/WrFnDkl1WVkampqYkFArlbqRGVO4xq2/fvqSurk6ampo0fPhwxgVlRYKCgmS8EkmxsrKS8QZVkSdPnlBgYCA1bdqUhEIhaWtrk7u7O6vdSqmuPkqp7MFJRUWFbG1tadGiRYwXtspI3RtLy1FKVlYWWVtbk1AolOvW0cfHp0pPalIPOVJPNERE8+fPJyMjI1a6gIAAxrUjUbn3HWVlZRm3zS1btiQ+ny+3/Pfv30/Ozs4kFosJAGloaFDfvn1lNm0kKneLamtrSwKBgCwsLCg2NpacnZ1Z3pYql6GSkhKZmJhQQEAA45VP2vbkHV5eXkRE9PHjRxo9ejRJJBISi8Xk4+NDsbGxBIDxvKNIGkW9YNXUfj98+ECTJ08mAwMDUlNTIycnJ0pISGBkyNuIMDg4mMzNzYmo6vY1cOBAMjExIYFAQGKxmBwdHWn9+vWMh6mK9O7dmzp16iQTHh0dTU2bNiVVVVXq1KkT3bp1i44dO0YSiYS5d3n5A9gbyT158oQA0LFjx4iodm54ayq/4uJimjdvHjVu3JgEAgGZmJjQxIkTGU9IUm9Cp06dYsl2cHBgbZZZmzZaWlpKa9asIXNzc1JWViZtbW3y8vJiba5ZuR+sWBaK9i11KVt5bVx6f/I293v06BGpqqpW6QWrKqrygiU9eDwe6ejokKenJ2sDwor5qcnV7evXr0lfX5/lfYyofDymp6dHOTk51brDjY+PJyUlJRo9erRM3N/phrci3377LQ0dOlRu3I4dOwj43+aVFZFXb+Pj4wlgb3Ao7fMqj6GqatNENY+tq2sLPKKvu/759lnV3jfkoW0ku/EKB8e/geLiYuTm5rJMGhYvXow1a9YgJyfnK+aMg+Ofg62tLQwNDf9WUw+OupGTkwMzMzNEREQw3sI4ODj+/+XvbNP/+m9AODj+f2HZsmUwMzPDvn378ODBAxw8eBBr1qyR+Xiag+O/zIwZM3DmzBlMnz4dN27cQFZW1tfO0n+ev/76C5cvX4anpydsbGzg5eX1tbPEwcHxGXyJNs0pIBwc/xDmzJmDSZMmYcaMGbCxscGMGTMwZswYLF68+GtnjYPjH8O3336LZcuWITY2Fk5OTti+ffvXztJ/nm3btqFz585QV1dHbGxsnZx2cHBw/HP4Em2aM8Hi4ODg4ODg4ODg4PhicNMUHBwcHBwcHBwcHBxfDE4B4eDg4ODg4ODg4OD4YnAKCAcHBwcHBwcHBwfHF4NTQDg4ODg4ODg4ODg4vhicAsLBwcHBwcHBwcHB8cXgFBAODg4ODg4ODg4Oji/Gf0IB6d+/P3g8HuvQ09ODm5sbzp0797Wz90UJCwuDsrIy83/QoEFwd3dHSUkJXFxcEBgYWGfZZ8+eRZ8+fdCwYUMIBALo6Oigf//+uHz5MivduXPn0KVLF2hqakIsFuObb77BrVu3qpUt7xlWPAYNGlTnfP+dtGjRAkFBQX+7HHnlIxAIYGFhgenTpyMvL++z8/BPZu7cuRCJRMz/mzdvsspCSUkJenp66NWrF2JiYr5iTjk4ODg4ODiUa07y78Dc3Bxbtmxh/r948QLh4eFwdXXFpUuX0K5du6+Yu6+PsrIyoqOj0bJlS3Tu3BlDhgyp1fkJCQno0aMHhgwZgsjISOjq6uLx48f46aef0K1bN1y5cgW2trZISUlBz549MWDAAMyfPx/v37/HwoUL4e7ujnv37qFBgwZVXsPc3Bzh4eFy4wwMDBTOq76+Pq5cuYKmTZvW6h7/6VSu458+fcK1a9fw008/4fbt2zh58iR4PN5XzGHduHPnDjw8PPDo0aNan7t48WK4uLigtLQUz58/R1xcHIYOHYr9+/cjOjoaSkpKf0OOOTg4ODg4OKrjP6OAiMVidO3alRU2YMAANGvWDKtXr0ZUVNRXytk/BxMTE0ybNg0zZ87EwIEDIRQKFT533bp1sLGxwY4dO5iwNm3awM3NDR06dEBiYiJsbW2xb98+NG3aFFFRUczOmqampmjRogUSExPh6elZ5TXEYjHc3d3rfoMAHj9+jJycnM+S8U9FXh3v2bMnDA0NERAQgAsXLsDZ2fkr5a7uXLt2rc7ntmjRglUmw4cPx+DBgzFo0CCsWLECs2fPro8scnBwcHBwcNSC/4QJVlWIRCK0atUK9+/fB1A+08rj8XDkyBHY2trC0dERQPlMckhICExMTCAUCtGkSROEhoaipKQEABAdHQ1lZWXcvHmTkX3hwgXw+Xzs378fnTp1Qo8ePWSuP2DAAHTo0AEAMHv2bJZpVGXS0tLA4/EQHx+P/v37Q1dXFwYGBpg0aRJKS0sBAFevXgWPx8PVq1dZ5zZr1gwzZsxQqEymTJmCnJwc7Nq1S6H0UoqKilBUVCQTrqGhgdTUVIwfPx4AsGTJEqSlpTHKBwDmvqu7f0UoLi5Gq1atZMyxevXqhTZt2uCPP/5AkyZNAJQrPf379wcAlJSUYMGCBbC2toaqqiosLS2xYcMGlgwDAwOsWbMGM2bMgLGxMTQ1NdG3b19kZ2czaZKSktC6dWuoqKjAysoK+/fvl8ljTk4ORowYgcaNG0NNTQ1OTk5ISEhgpVFETm1wcnICADx58oQJu379Onr27AldXV1IJBIMHDgQWVlZrPPCw8OZfLq4uODGjRvg8XiIjo4GAPTp0wd9+vRhnRMVFQUej4fCwkImbM+ePWjXrh3EYjEMDQ0xbdo0fPjwgYl/8uQJBg8eDAMDA6iqqsLGxgabNm0CACxYsAAjR45EVlYWeDwefv31188qC6C83Xl7e+OXX34BEQGouf1xcHBwcHBw1B//aQUEAB4+fAhjY2MAYGb8FyxYgBkzZmDr1q0AgMDAQERERODnn39GWloali5dirVr12LmzJkAAF9fX3h4eGDixIkgIpSWliIoKAiDBg2Cl5cXRo8ejT/++APPnz9nrvvu3TucOHECo0aNAgA0b94cHh4eVeZTIBAAAKZNm4ZZs2bh9evX2L17N8LCwj57gFoRLS0tdOjQAUePHq3VeX369EFaWhoGDRqEK1euoKysrNr0paWlyM/Px/Xr1xEYGAg7Ozt079692nOICB8/fpR7EBEEAgEiIiJw8OBBnDhxAgDw22+/4cyZM9i2bRs6d+7M2P9fv34dO3fuBACEhIRgxYoVmDNnDm7fvo3p06dj6tSpzPMHyst/+fLlsLW1xaNHj3Dnzh1cu3YNixYtAgDk5eWhX79+0NHRQXJyMnbt2oUNGzbgxYsXjIyysjJ88803uHjxIrZv345r166hXbt2+Oabb5CamqqwnNqSkZEBAGjcuDGA8gG/q6srlJSUEB8fjzNnzuDNmzdwd3fHp0+fAJR/pzNhwgQMGjQIN27cwOzZszFu3DimLBTl0KFD8PX1hbu7O27evIlt27YhNjYWY8eOZdJ8++23eP78OY4ePYrU1FRMmjQJgYGBOHnyJGbOnInJkyfDxMQEOTk5jCL7uXh6eiInJwd3794FUHP74+Dg4ODg4KhH6Cvz19P8Wh11wdPTk+zs7Ki4uJg5nj59SrNmzSIAdOLECSIiyszMJAAUHBzMnPv69WtSVlamVatWsWSGhoaSuro6ffr0iYiInj17RlpaWhQREUFhYWGkq6tLL1++JCKi9+/fk6amJq1YsYI5f8+ePSQSiSg3N1ehe5DmbcmSJaxwMzMzCgkJISKi5ORkAkDJycmsNObm5sw9rV27lpSUlJg4Ly8vcnNzY6WfN28e6evrK5Svivz444+koaFBAEgikVDv3r1p48aN9O7dO5m08fHxBIAAkIeHB71+/bpa2Z6enkx6eUfFew4JCSELCwt6+/YtNWnShL7//nsm7tixYwSAHj58SEREeXl5JBQKaf78+azrjR49mpo1a8b8NzIyInd3d1Yaf39/ateuHRER7dq1iwDQnTt3mPinT58Sj8ejiRMnEhHR8ePHCQDFx8czaUpLS8nKyopGjx6tsJyqyqdyHX/37h1+eqxAAAAgAElEQVSdPXuWzMzMqEWLFlRWVkZERLNnzyZNTU16+/Ytc/7jx4+Jz+dTVFQUc/8GBgZUWlrKpImMjCQAtG/fPiIi8vDwIA8PD1Y+du7cSQCooKCAiIicnJyoS5curDRRUVHE4/HoyZMnRESkr69PixcvZqW5dOkSZWdnExHRrFmzqEmTJlXeO1F5e1RRUWH+37hxgwDQgQMH5KY/f/48AaDTp09XK5eDg4ODg4Oj/vnPrICkpKRAIBAwh7GxMTZt2oSIiAgZ8yipWZT0vJKSEsaMRUrbtm3x7t07ZGZmAgAaNWqEn3/+GbNmzcK8efOwdu1a6OvrAwBUVVXh6+vLzLgDQGxsLAYMGABNTc1a3UerVq1Y/7W1tfH27dtayaiJhg0bIicnhzExU5RZs2YhOzsbhw4dwsiRI/HgwQOMGzcOVlZWzEyzFHt7e5w9exY7duzAixcv4Orqijdv3lQr38LCAhcvXpR7NG/enEm3aNEi8Hg8tG/fHhKJBKGhoVXKvHnzJoqKimTqQNeuXXH//n2WKVF1ZX/37l2oq6vDxsaGiTcyMoKRkRHz//Lly1BRUUGXLl2YMD6fj06dOjHme4rIqYrKdVxdXR2urq6wtrbG8ePHmQ/QL1++DEdHR2hpaTHnmpiYwMzMjMlHWloaWrVqxTKV69ixY415qEhZWRmuXr0qt2yJCCkpKQCAvn37YtmyZQgODsYff/yBoqIitG/fvlaOBWqLtG5zZlccHBwcHBxfnv/M29fS0pL1XYOamhosLCzkmpNUVAry8/MBABKJhJVGQ0MDAFBQUMCEDR06FNOmTYNAIMCAAQNY6UePHo3w8HCkpKTA0tISx44dw4EDB2p9H6qqqjJh9H927PWFlpYWiAj5+fnVeqWSh5qaGvr164d+/foBAOLj4+Hl5YUZM2YgLi6OSaepqYnOnTsDKDeHMTU1xerVqxmTpqpkV1YE5SESiTB8+HDMmzcPy5cvr/ZjeunzdXV1ZXmIkpqQZWdno1mzZgCqL/uCggK58WKxmHWtT58+yaQrKSmBoaGhwnKqonIdX7duHeLi4hAVFQVtbW1WPm7cuMFyWwuUf8cjNfUqKChg8iRFWucV5f379ygpKcH8+fPlPlfptTZs2ICWLVsiKioKq1atgoaGBiZMmIAlS5b8bQpCZbM0Dg4ODg4Oji/Hf0YBUVVVRdu2bWt9nlQZkQ5UpUj/V1RWvv/+exgZGaGoqAgLFizAsmXLmDgHBwfY29tj7969aNOmDRo0aAA3N7e63EqVVOViteIHv4qQm5sLHo8no3RVR3Z2NsRiscxA2dXVFQMHDmSUjxMnTkBVVZVRPoBy5c7U1JQZFH4uz58/x88//4zevXtj2bJlGD58uMxgWor0+UVFRaFly5Yy8SYmJgpdU11dXaaOAOVlWfFaIpEIN27ckEkndQeriJyqqFzHV65ciSNHjmDmzJnYvHkzKx8uLi7YuHGjjAypkqGuro53796x4iqvtPF4PBnlt2JdU1NTg0AgwJQpUxAQECBzLekKhzTNlClT8PLlS+zYsQOhoaHQ19fH9OnTa7zvuhATEwNzc3OYmpr+LfI5ODg4ODg4quY/Y4JVV+zs7KCsrIykpCRW+MWLF6GpqQkLCwsA5R6ofv31V2zYsAHr1q3Dzz//LOM+NCAgAHv37kVMTAxGjBjBMm+pD6QKQ8XB6qtXr2r9AfOLFy+gq6ur8Ozzy5cvYWJiguXLl8vEERHS09MZBSAsLAzjxo1jPHcB5bPtmZmZMDMzq1U+qyIwMBD29vY4cuQIrK2tMWHCBLn5Asqfr4qKCl69egVra2vm0NHRgZ6eHlRUVBS6ppWVFYqKilimZrdv32Z5yXJ0dMTHjx9RWlrKupaqqirjCEEROYrSoEEDLF26FFu3bkViYiIrH5mZmTA3N2flg8/no2HDhkw+UlJSWM4EKm/aKZFIZBQjqVkVUG5e5uDggEePHrGuY2ZmBqFQCG1tbeTl5WHXrl0oLi4GUK6UhISEoEOHDrh9+zYjqz5X+bZs2YI//viDcSLBwcHBwcHB8WXhFJAaaNCgAfz9/bFs2TIcOnQIjx8/xo4dO7Bu3TpMnToVysrKKC4uRkBAAIYOHYquXbuiV69eGDBgAPz9/ZmBFQAMGzYMz549w8GDBxnvV1J27twJLy+vz8pr48aNoaurix07dqCkpAS5ubmYNGlSrc2okpKS0KlTJ+b/xo0b4eTkxFIaKmJgYIDp06djyZIlGDt2LI4ePYoLFy5g//796NevH5KSkpj9FmbPno2MjAwMHjwYJ0+exLFjxzBgwACmDKujoKAAx48fl3ucPHkSQPnM9rFjx7Bhwwbw+XyEh4fj6NGjjPcrqSnS77//jrt370IikWDs2LGYP38+YmJi8PDhQyQkJKB79+4YOXKkwmXWp08faGhoICgoCMnJyTh//jwCAwNZ3zG4u7vD3t4efn5+OHv2LB49eoTo6GjY29tj3bp1CsupDaNHj4aDgwPGjh3LuEkeP348CgsLMWrUKNy8eROZmZlYsmQJbG1tceXKFQDl5oQvXrzA1KlTcevWLcTExMhsAung4IDk5GTcunULRMQ8i4qEhITgt99+w48//oiMjAzcvHkTw4cPh7OzMwoKCsDn8zFx4kSMHTsWN2/exMOHDxEdHY1r164x38poa2sjOzsbiYmJMq6CayI1NRUJCQlISEjAvn374Ovri7Fjx2L48OEYM2YMk64+2h8HBwcHBweHgny1z9//jy/pBasmpJ6mTp06xQr/9OkTBQcHU6NGjUhZWZlMTU1p6dKljFehRYsWUYMGDejVq1fMOc+ePSOJREILFixgyerduzd16tRJ5tqzZs1ieadSNG8ODg4UEBDA/I+LiyNLS0tSV1cna2tr+u2336hDhw40bdo0IqrZC1ZeXh6JRCLaunUrExYaGkoAWB6R5BEZGUmdO3cmfX19UlZWJh0dHerZsyfjZUxKfHw8OTk5kUgkIh0dHXJ3d6dLly5VK7smL1hKSkr0+vVr0tfXp7lz57LOnTFjBunp6VFOTg6VlJTQN998Q0KhkFxdXYmIqLi4mObNm0eNGzcmgUBAJiYmNHHiRMrLy2NkGBkZUWhoKEtucHAwmZubM/9Pnz5Ntra2JBAIyMLCgmJjY8nZ2ZkmTJjApHn58iUNHz6cdHR0SCQSUfPmzemXX35hyVVEjrzyqaqOX758mXg8HqsuXr16ldzc3EhNTY0kEgl17NiR4uLiWOf98ssv1KhRI1JRUaEOHTrQ2bNnWV6w3r17R8OGDSMtLS3S0dGhoUOH0t69ewkAq+x2795NrVq1IqFQSHp6euTp6UlpaWms/HXr1o00NTWZMvn555+Z+KysLLK2tiahUMjyaFaRqrxgVTzEYjE5OzvTjh07mLYrpab2x8HBwcHBwVF/8Ijq+QvmWvL2WUHNiSqgbVS7D2H/SeTk5MDMzAwRERHw9vb+2tmRy+LFi7Fp0ybcv3+fZX5kZWWF9PT0r5gzjq/N69evoaenh3379sls9sjBwcHBwcHBoSicCdYX4K+//sLly5fh6ekJGxubf6ypx9OnT/HLL7/gxx9/ZCkfcXFxdfqAn4ODg4ODg4ODg6MynALyBZDuwq2uro7Y2Nh6//i8PigpKcGQIUMwZMgQDBs2jBXXu3dvlntXDg4ODg4ODg4OjrrCmWBxcHBwcHBwcHBwcHwx/nlT8RwcHBwcHBwcHBwc/1o4BYSDg4ODg4ODg4OD44vBKSAcHBwcHBwcHBwcHF8MTgHh4ODg4ODg4ODg4PhicAoIBwcHBwcHBwcHB8cXg1NAODg4ODg4ODg4ODi+GP8ZBWTNmjUwNzeHiooKrK2tsXPnTlZ8//790bp16xrlREREwMnJCTo6OhAIBDA2NsaECRPw7Nkzuenv3bsHHo8HY2NjlJWVycT7+fnBxcWlbjclh7CwMCgrK9eLrLt376Jfv37Q09ODnp4e+vTpg9TUVJl0sbGx0NTURP/+/WXifv31V/B4PNbB5/NhbGyMQYMGITMzs1Z5Sk1NlZFX8RgyZEit5D19+hR+fn4wMjKCRCKBk5MTDh06JJPuzp074PP5ePPmDfr3719tHu7fv8+cR0TYsWMHunTpAm1tbYhEIjRr1gxTpkzB8+fPa5VX4H/lmZubywpPT0+Hjo4OBg8ezNSzrKwstG/fHiKRCL/++iuTtrrnpQj1XWcr8vr1a/B4PMTGxgIATp8+DR6Ph0uXLgH43/M/f/68zLnv37+HRCLBlClTqpS/adMm8Hg83LlzBwDw4MED9O3bF2KxGJqamvDx8UF2djYAYObMmRCJRPj48aPMdYRCody6tm3bNvB4PNy7d48Je/ToESZMmABTU1OoqKhAW1sbbm5u2Lt3r8z5itRHLS0tVn3T1NREhw4dsGLFCrx//77Ke1eECRMmQCKRMGVQkZKSEtjY2MDZ2Rlf2nt7UlISvLy8YGBgAKFQiIYNG8LHxwdXr15V6PwWLVogKCiI+V+5DNXV1WFlZYUFCxaguLj4s/IaGxsLHo+H169fK5ymclstKSkBj8fDjz/+yJyj6DuqOoyNjTF37twq4+W1rwcPHmDMmDFo2rQpVFRUIBaL0bFjR+zevfuz8lJfyHvHVDy2bNkCoH7KT1Fq20YjIyNhb28PsVgMU1NTjB8/Hm/evGHiK/eDUmrTt9T3/ampqSErK0smbs+ePeDxeLWSV3ncUvmZqqiooEmTJhg2bBguX74sNz+VxxhNmjTB0KFD8ejRI4XzcfPmTfB4PBw8eJAV/v79ezg6OsLKygpv3ryBn59ftXWOx+MhPDxcbt4qHsbGxqzrVjyEQiGsra0xe/ZsFBYWyuTV29sbU6ZMQVhYWJXyra2tFb73ulLT2Lq6tlA/I9V/OJs2bcKMGTPwww8/oH379jhz5gxGjhwJTU1N9OvXT2E5P/zwAxYtWoS5c+eic+fOUFNTw61bt/D9998jPj4eKSkprB3EgfIBia2tLe7du4c//vgD3bt3r+/b+1t4/vw5OnfuDGtra0RGRqK0tBQLFixAz549kZaWBolEgqKiIgQHB2Pnzp3Q0tKqVt6RI0cgFosBAGVlZfjzzz+xfPlydOrUCampqdDV1VUoX6ampjh16pRM+JUrVxAaGlqr8i0qKkKvXr2gqamJgwcPQktLC7t27cKAAQNw5swZdO3alUl7+vRp2NvbQ0dHBwBgbm7OdDCVMTIyYu7T19cX+/btg6+vLyZMmAANDQ3cunULa9euRXR0NE6fPo1WrVopnGd5vHz5Et988w1atWqFnTt3MhtdRkRE4O7duzh58iSsrKxq9bz+f0RNTQ3e3t7Ys2cPVq5cKVcRj4qKQtu2bWFra4uPHz+ie/fuaNSoEfbs2YOysjJ8//336Nu3Ly5fvozu3btjxYoVSEpKgpubGyMjMTERJSUliI+Pl5F/5swZGBsbMx3/hQsX0Lt3b2hra2PixIlo3rw58vLyEBsbCx8fH5w5c4apR7Wpj15eXggKCgIR4a+//kJiYiIWL16Mbdu2IT4+HgYGBgqV2Z07d+Dh4cG8pJcuXYrY2FjMnj0b27dvZ6Vdu3YtMjIycO3atVoPMD6HtWvXYsqUKXB2dsYPP/yARo0a4fHjx9iyZQucnJywfft2+Pn51VqutAwB4N27d0wZvnnzBmvXrq3v26iWym31a2FkZIQNGzagWbNmAMr7li5dusDExAQrV65E06ZNkZubi8jISAwbNgxFRUUYNWrUV8tvRQ4ePAh1dXWZcBsbm6+QG8Xb6O7du+Hv74+wsDD07NkTT548wbhx4+Dt7Y0zZ85UKb82fcvfQVFREUJCQv5WZUc6bigqKsKff/6JqKgodOzYEStXrsTUqVNZaSu255KSEty/fx/Lly+Hi4sL7t69C4lEUqc8lJaWYsiQIXj69CkuXLgAHR0dfPfdd6x6P3LkSLRo0QIhISFMWPPmzZnfAwcOxIQJE2Rki0Qi1v/Fixczk3sfPnxAcnIyli9fjrt37+Lw4cNMurKyMsTHx2Pbtm1o06YNWrRoISM7ODgYlpaWdbpnRVF0bF1VWwB9Zf56ml+ro7aUlZVRkyZNaOrUqazwwYMHk6OjI/Pf09OT7OzsqpWlq6tLkydPlgk/f/48WVlZ0aVLl1jhJSUl1KhRI1q5ciW5urqSn5+fzLnDhg0jZ2fn2txStaxdu5aUlJQ+W87SpUtJJBLR27dvmbDU1FQCQEePHiUiouTkZGrRogVlZmZSz549ydPTU0bOqlWrCABLjpQ///yTANCSJUs+K6+FhYVkYWFB/fr1kxv/+vVryszMlAm/dOkSAaCkpCRWuKmpKY0dO5YV5uHhQTNnziQixeoKUfmzAEC7du2SicvJySFLS0uysrKikpKSGmVJqVyehYWF5ODgQK1ataLc3FxW2qCgILK1tWX+K/K8FKG2dTY1NZUKCgoUSpuTk0MAaN++fUREdOrUKQJAFy9eJCKi27dvEwBKTEyUe/65c+cIAP3+++8ycY8ePSIej0dhYWFERLR161ZSUVGhly9fMmnu3LlDACguLo4+fPhAIpGIvvvuO5acmTNnUvfu3YnP59Pt27dZcUZGRvTtt98SEdGHDx/I2NiYHBwcKD9ftu9avXo1AaCoqCgiUrw+ampq0pQpU2TkZWRkkJ6eHvXs2VNu2cgjMjKSmjRpwgrbsmUL8Xg8Vn/28uXLKq/7d3Lr1i1SVlamgIAAmbiSkhIaMGAAiUQi+vPPP6uVY2trSxMnTmT+V3UvXl5e1LBhw8/K8759+wgA5eTkKJymclstLi4mALRs2TImTNF+pzqMjIwoNDRU4fRhYWHE4/HozZs3MnFeXl7k7+//WfmpD6p7x1SkPspPUWrTRnv16kXdu3dnpYuMjCQA9Pz5cyKS7Qdr27fUN5qamjRy5EgCQGfPnmXFRUdHE6oYWj569IhevHghE1553FLVMy0rK6Np06YRj8ejCxcusPIjr7yl74vNmzcrdF83btwgAHTgwAEmbPz48SSRSOjmzZtVnmdubk4jR46UG6dIvynvulKk44iKY5jk5GRSVlaW++yJiBISEkgkEtGjR4+qve7noOjYurq28K83wcrMzERWVhY8PT1Z4X379sWVK1eQn5+vsKyioiIUFRXJhDs7O+PevXto3749K/zkyZPIzs7GkCFD4OfnhwMHDshdSlNWVsaBAwdgZWUFFRUVtGzZkjEtaNSoUbmm+H9kZ2eDx+PBx8eHJaNhw4ZYsWIFADBLtQ4ODhCJRDAzM0NUVBQrfVJSErOKIxaL0a1bNyQnJzPx48ePR0pKCmumvHHjxgCAv/76C0D5KsClS5eY2bLaYmZmBj09PTx58oQJu3r1Krp37w5dXV2IxWI4Ojri9OnT1cqZPn068vLymKX2yuzbtw+jR4+WCZfO4goEAla4SCRizfAWFxfj7NmzcHd3V/jeAGD16tXo3r07hg4dKhOnq6uLFStWID09HXFxcQDKZ20mTZoEHR0dSCQS+Pv749ChQ+DxeHj16pWMjNLSUgwePBivX7/GsWPHoKmpycS5uLggLCwMd+7cYUw5FH1eW7duhY2NDVRUVKCjo4Nhw4bh5cuXrDTV1dnKuLm5VRm3ceNGNG7cGKqqqnB2dmZMo2rD0qVLoaGhgWvXrqFTp04wNzeXWQYGgF27dkEgEMDX1xdA+aqWk5MT9PX1mTQ2NjYwNzfHqVOnIBKJ4OLigj/++IMl58yZM3B1dYW1tTVrhjIjIwPPnj1jVuH279+Pp0+fYs2aNdDQ0JDJz+TJk2Fvb49ffvkFgOL1sSosLCywaNEinDhxAqmpqQgNDYWmpqZMn7V8+XKIRCJ89913GDlyJLKyssDj8RgzPX9/f7Rv3x6TJ09mTK3mzJkDVVVVLFq0iJGzYcMG6OvrIyEhAXZ2dlBXV4ednR1SUlIQGRkJS0tLSCQS9O7dGzk5OUhPTwePx0NiYiIjQ2qusWHDBiZMaraanJyMdevWQV1dHatXr5a5XyUlJYSHh6OsrIx1flJSElq3bg0VFRVYWVlh//79NZadFJFIxPR5hYWFNZr1lJSUICgoCNra2pBIJBg6dCjy8vJYMmtKI6+t1pWioiLMmTMHxsbGEIvFcHFxwYULF1hplJSUsGjRIhgaGkIkEqF3795M/1LZBEtad+S992JjY7F161YAQKdOndCjRw+ZNAMGDECHDh0AAK9evcKIESNgZGQEVVVVWFpaYs2aNaz0BgYG+PXXXzF27Fjo6upCW1sbM2bMwKtXr+Dp6YkGDRqgcePGMqtz9UVJSQkWLFgAa2trJo8V61ZaWhp4PB7i4+PRv39/6OrqwsDAAJMmTUJpaWmN8iu3UaC83ctr89I4edS2bwHqVrbr1q2DgYEBDh8+DAMDA9YMf9euXdGnTx9MmTJFrnm5PGbNmvVZqzI8Hg8//fQTjIyMsHLlyhrTt2jRAqqqqrh//z6Ki4vRqlUrDBo0iJWmV69eaNOmDUpKSmTOX7ZsGSIiInDw4EHY2dnVOd+fg6OjIwCwTLtPnToFR0dHuc++rKwMU6ZMQXBwMJo0aQLgf/X25MmTcHNzg6amJho3bozdu3fjypUrcHR0hEQiQevWrZlxYE1t+nPH1hYWFv/+FZAjR44QAHr8+DEr/MKFCwSArl69SkSKzY4MHTqUlJSUaM6cOXT//v0arz148GBmpiM/P5/U1NRo27ZtrDTDhg0jU1NT6tGjByUmJlJiYiK1atWKmjdvTkREfn5+rNmSPXv2kImJCWuWLj09nQDQjRs3aO3atSQQCKh9+/Z08OBBSk5OJh8fH9ZsbXp6OolEIhoyZAilpKRQSkoK9evXjzQ0NOjJkydV3s+ePXuIz+fLXU2oywrI69evic/n0w8//EBE5bM6Ojo61KdPH7px4wbduXOHJk+eTOrq6vT06VO5eTp8+DABoCNHjlSZ7w0bNlCXLl1kwktLS6lNmzbk4eFBr169orKyMtq5cycJhUK6fPkyk+7cuXOkoqJC79+/JyLF6srz588JAC1fvrzKNO/fvycAFBwcTEREy5cvJ4FAQJs2baJ79+5RaGgoWVhYsGZKK5bnmDFjSEdHh9LS0mRk5+bmUkBAAFlbW1NOTg6TdylVPa8dO3YQj8ejpUuXUnp6OiUkJJC1tTU5ODhQWVkZEdVcZytjYGBA8fHxMuHS1Yrp06dTeno6xcXFkYODQ61WQPbt20cCgYDi4uIYuQsXLiRVVVWZ2SEbGxsaNGgQ89/BwUHuDG6PHj2oT58+RET0008/kZKSErO6lJubS0pKSnT+/HkaN24cqww3bNhAPB6PWVEZO3Ysqauryy0TKbNmzSIej0d5eXkK18fqZtSk9S4sLIxu3brFrOZUpF27djRw4EB69+4dTZ48mUxMTCgnJ4c+fPjApLl+/Trx+XyKiIigq1evEp/Pl5lN3bx5MwmFQhoyZAi9ffuW3r59S1ZWVmRmZkajRo2i9+/f09OnT0lPT49mzZpFREQmJiasWf3x48eTiYkJ+fr6MmEbN24kbW1tKi0tJSsrK+rdu3e1Zejo6Eht27YlovLn06BBA+rWrRulpKRQcnIyubm5UYMGDWRWQCZPnkzFxcVUXFxMb968oT179pBIJKItW7YQUfkMX2ZmJusYO3YsaWhoUHp6OhERLV68mIRCIUVERFBmZiatX7+eGjduzGqzNaWR11brugISFBREenp6FBMTQ1evXqWRI0eSWCymBw8eEFH5CoiVlRUFBQXR1atXaf/+/aSpqUnjx48nItn2dffuXVJSUiI7Ozs6fPiwTD8iZfv27cTn8+nZs2dMWGFhIamqqlJ4eDgRla8im5ub09mzZyk9PZ22bt1KSkpKrFlfIyMjMjY2piNHjlBZWRmFh4cTAGrTpg1duHCBysrKaO7cuaSqqkp//fUXEdXvCsjUqVNJTU2NIiMjKTMzkzZs2EBCoZCpE5mZmQSA7OzsmBn406dPEwCKiYlh5CjaRomIDhw4QEKhkI4ePUrFxcWUnZ1NHTp0YK3oV+4Ha9u3ENWtbDdt2kRqamrk5uZGcXFxTD3S1NSkLVu2UEZGBgmFQtq4cSNz3epWQHx8fGj+/Pky4YqugEgZO3Ys6erqMv+rKu/s7GwCQGvXriWi8pUDJSUlOn78OBER7d+/nwQCAbO6UXElIioqipSUlGjPnj1VlPD/+DtXQKTlWXG1vVu3bvT999/LlbV3714Si8WsspPWW0dHR0pLS6OSkhIaOnQoaWhoUI8ePejZs2f08eNH6tatG7Vv356Iam7Tio6tq7v/f70CsmvXLgIgY54i7WjPnDlDRIp1TgUFBTRixAji8/kEgIyMjMjPz48OHz7MDM6kvH37lkQiEUVHRzNhfn5+5Orqyko3bNgwUlVVpdevXzNhW7ZsIQCUl5dH27dvJ4lEQqWlpURU/sKeNWsWicViRgnavHkz6enpUVlZGbNcV9EEJS8vj1RUVGjOnDlEVN7J6urqUlFREeveRCJRleZQjx49Il1dXRo3bpzc+JoUkNevXzMv+0+fPlFaWhr17NmTVFVVKSsri4iIioqK6NatW6yyyM/Pl+ncpbx8+ZL09fVlzKUqU5UCQkT04sULat26NQEggUBAqqqqtHfvXlaaefPmUbdu3Zj/np6e1LJlSyooKJA5CgsLiai8owMgI6syhoaGNGTIECIqNxPx9vZmxbu5uclVQIKDgwkA9e3bt0rZEydOZJl1VKSq59W6dWuZcOnL7/z580RUc52tTFUKyJgxY8jQ0JBlgiZtr4ooIJcuXSJVVVXaunUrS67U1Kqisn/t2jWW+SARkYWFhczyMVG5aUnnzp2JqHwgDoAOHTpEREQHDx4kNTU1Kioqot27d5OWlhbTNr29val169aMHA8PD7KxsZGRXxHpIODevXtEpFh9rOmFJhAIaIFtlPQAACAASURBVO7cuURE1Lx5cxozZgwTl5WVRQAoNjaWiMoHKZVNsKRMnDiRDAwMqF27dnLbz+bNmwkAXbt2jQmbNm0aAaBXr14xYd7e3swkyqhRo8jDw4OJs7a2psWLF5OxsTETNmzYMEZRFIvFNGHChCrvlah8UGNoaEhE/6s/d+7cYeKfPn1KPB5PRgEBwDr4fD7NnDmzSpPIM2fOkJKSEut5WFhYyLTZMWPGsNqsImkqt9W6KCD5+fkkEomYwRYR0adPn8jLy4tOnjxJROWD0IrmEUTl7yV7e3sikm/iePToUWrSpAkBIKFQSM7OzrR48WLWpND79+9JU1OTVqxYwYRJFTrpuzczM5MZwEpp06YN6/kaGRmx+rS8vDwCwHp2UjNJaZ8g7ROfPn0qt0+Wts+ayi8vL4+EQqHMAHn06NHUrFkz5h4gx2zYzMyMQkJCmP+1aaNE5aZuSkpKpKysTADI1dWVNYFSuR+sS99Sl7KVtvHKE3yampqMWVNwcDDp6ekxA94voYAsWbKEAFBxcTGTn4oTCp8+faK7d+9Sr169SFtbm2VmGxISQhYWFvT27Vtq0qQJayAvVQQmT55MQqGQjI2N5b7TKlOTAhIYGCi3bkonfaTX3b9/P3MPhYWFdPbsWTI3NydnZ2dmjPn+/XtSUVGhc+fOyb2eg4MDTZs2jRUmrbcrV65kwg4dOsR61xIRrVu3jkQiEXOd6tq0omPr6trCv94Eqz4Ri8WIjIzE8+fPsW3bNri6uuLUqVPo168funbtyjKvio6OhlAohIeHB0pKSlBSUoLhw4cjISEBjx8/Zsm1srJiPm4GwJiEFBQUwM3NDfn5+bh9+zYA4OzZs+jcuTMcHR0ZU4Zz587B3d2dtVzbqVMn5rdEImE+hAeAa9euwcHBgbXsKxaLYWVlhZs3b8rcd0ZGBjp16gR7e3u5phCKoKurC4FAAIFAABUVFTRv3hyvXr3C8ePHGdMugUCAoqIiBAUFoXnz5mjYsGH5Mh3+Z/ZVkdGjR0MikbCWmaX06tWLMZeYMGECzp49yzKhyM3NRXFxMby9vSESiXDq1ClcvHgRs2fPhr+/P+sD41OnTsmYX92+fRsaGhoyh/TDQumH4DV51CkrKwOfzwcRISMjA87Ozqz4AQMGyD1vx44dWLp0KY4ePcrycPU5FBcX49atW3BycmKFt23bFgBYdaO6Onvp0iVWWb98+RKurq7Mf+nHg3fv3oWDgwOUlJQYOZXNGKtCuvQbHBwMf39/VlyTJk3QpUsXltlhVFQUDA0N0atXL4XkS2ndujX09PQYM6wzZ87A2dkZAoEAXbt2RW5uLq5fvw4iQkJCAssJAp/PV+j5V0yrSH2sDiJCaWkp8wG+j48PDh06xFxn//79kEgk8PDwqFHWkiVLQES4ceMG1q1bV2W6ih9NSyQS6OjoQE9PjxUmNTlyc3PDhQsXQER49eoV7t+/j/Hjx+P169fMh/CJiYlMOUrvpyakfd/du3ehrq7O+vDYyMiIcQxREV9fXyQnJyM5ORlJSUnYunUrDh06hG7dusk8txcvXsDX1xdBQUHw9vYGUG6WdP/+fcZEQkrFOqxImvoiNTUVHz9+RLt27ZgwoVCI2NhYVr3s2LEj6zx9fX0UFBRUKdfDwwMPHjxAYmIiZs2aBQCYP38+zM3NsW/fPgCAqqoqfH19WaaPsbGxGDBgAGMaKhaLsXr1atjZ2aFRo0YwNDTE7du3Zfr2yvUJAMubjzSssqmbsbGx3D75+vXrVd5bRW7evImioiIZs5OuXbvi/v37rPd7Zcch2traePv2rULXqdxGDx8+jFmzZmHZsmVITk7G77//jrdv38LHx6dKb3O17Vuk1LVspWZ08vj+++/B4/GwcOFCufFSE1Iej4eYmBgsXLiQ+V9Xr2QlJSXg8/mse1uzZg1rjGFjY4NHjx7h999/Z5nZLlq0CDweD+3bt4dEIkFoaKiM/PXr1+P777/Hx48fMXLkyM/2+rd+/Xq5dbOyOZiXlxdzD2KxGF26dIGlpSViYmKYPu7cuXMQCAQy72lp3LVr16r0BKnI8//48SM+ffqkUJv+XP71XrCk9rx5eXmsQpO6Ma2LNyADAwOMGjUKo0aNQklJCTZu3IigoCCsX78eM2fOBABs374d+fn5cj0v7Ny5k1XpK3vukFY0IoKxsTGsrKxw/vx5NGzYkBmkXrp0CYmJiRg1ahTOnTuH+fPns86vbBuorq6Od+/eAQDy8/NhaGgoky8NDQ2ZF9G1a9fwzTffwMXFBdHR0TJevhQlPj6e8YJ16dIlTJo0CWvWrGG5c83MzES3bt3QrVs3REVFoVGjRigrK2Nc1VVk48aNiIuLQ1JSklzPJ+vXr2dsEGNjY3H8+HHWNyIaGhqIjo7G+fPn8eTJE+YaDg4OuHXrFubNm4fz588jLy8PycnJMrbKzZo1w7Zt22SuKx1Mm5iYAAAePnxYZZl8+PABr169QuPGjZGfn4/i4mKZ51ZxkF+Rs2fPonnz5igsLERISAgcHBxYSmddePfuHcrKymTqrDRPFetGdXW2VatWuHHjBhPn7u6OH3/8kVFkpIPTgoICNGzYkCVHWkdqIjAwEIWFhXjx4oXc+FGjRsHf3x/Pnj2DoaEh9uzZAz8/P5ayo6WlJfOiBcr7Bmm/wOPx4Obmxigg8fHxjPvdhg0bwtLSEgkJCRCJRMjJyWEN9ExMTHDy5ElGyZRHVlYWlJSU0KhRI8TExNRYH2vi/v37KCsrY5R6Hx8fLFiwAElJSejUqRNiY2MxcOBAGe8r8tDS0oKrqytSU1Nha2tbZbrKfYI82dIXuLu7O96+fYu7d+/i7t27sLOzg66uLtq1a8dMqDx+/JgpR2Nj4xrdaGZlZTH3W1BQAFVVVZk08uqVvr4+UyeB8oF5hw4dYG1tjejoaIwYMQJA+WDHx8cHZmZmzHd2QHl7ISKZ61W8liJp6gvpAFhef1gReW23pgEWn8+Hi4sLXFxcsGjRIjx69AgDBw7E2LFj4enpCaFQiNGjRyM8PBwpKSmwtLTEsWPHcODAAQDlkxs9e/ZESUkJVq9eDWtraygrK8vYjwOy9Qmovk5JOXbsmNxyVdQVqfR9IZ0skSIdyFd0TS2vjik6SK3cRqdPn46hQ4cy31e0bt0ajRs3RsuWLfHHH3/I/fawtn2LlLqWbXUDTolEgh9++AGBgYEYN26cTPyVK1eYMpw9ezaaNm2K8ePHA5BfjoqQkZEBY2Nj1r37+vpi+vTpAMrrtJaWFszNzWXOFYlEGD58OObNm4fly5dDKBTKpFmzZg0mTJiAtm3bonfv3vjxxx/x3Xff1SmvQLnL3MmTJ8uEN2jQgPX/559/RpcuXQCUjyUaNmwoM1Y7ffo0OnfuLPPdEFA+wdS6dWvm24/K1Pb5V9em62Ns/a9XQKQaX2ZmJtPggfJ9E5SUlBR2eUhEePDggUyFVlZWxsSJE7Fq1SpmhvjevXu4cuUKIiMjZVwAbty4ETt27JCrdVeFm5sbkpKSoK+vj5YtW0JTUxMuLi6YNGkSnjx5gqysLFYnRUT48OEDq3EXFhYyswCamppyPxDKz89ndVbp6eno0aMH+vfvj02bNrEGb7WldevWTIVs27YtDhw4gHHjxuHGjRtMBxATE4OSkhJER0czjaLyahFQ/iyDg4Mxd+7cKmcSzczMmN+XLl2CWCyWmW3JyMiApqamjILTrFkzZjAUHx8PiUQCBwcHVhp1dfVq98LQ09ODra0t9uzZgzlz5sj9mFD6cb2bmxvTMVT2ES9v5QcAM3BftGgRLly4gMGDB+P69esyA/raoK6uDiUlJZm6If2v6KyHmpoaq6yVlZXRrFkzmfJXV1eXUQAq729SFcOGDYO7uzu8vLzQp08fmT1NBg0ahKCgIOzZswd2dnZ48eKFjLtQKysrufvQpKenY/jw4cz/7t27IyYmBg8ePEBqaipcXV2ZuK5duyIxMRFqamrMR+tSXF1dsX79evz2228yM11STp06BScnJ6irqytUH2siJiYGfD6fcRtsbW2NVq1a4cCBAzA3N8fFixdZkxVfGkNDQ9jY2CApKQkpKSmM0uzi4oLz58+DiGBubg5TU1MAQOfOnREVFYXs7Gy5kya5ubm4ceMGM/BQV1eX27cpWq+srKwgEomYFWcA+O6775CWloYbN26wXvpqamoAZGeLK15LkTT1hVSxr41jlZooKCjA+/fvZdw6N23aFNOnT8fw4cPx6NEjWFpawsHBAfb29ti7dy/atGmDBg0aMPXw8uXLuHXrFs6dO8eaKMnJyWGe9efi5OT0We7Fpf1bVFQUWrZsKRNvYmLCcphSVyq20dLSUjx48IC1Rw0AxlFIZmamXAWktn3L342/vz/Wr1+PadOmISAggBVXcbVIS0sLhoaGn7UfS2FhIeLi4mTuu/KEQlU8f/4cP//8M3r37o1ly5Zh+PDhMn2L9D3as2dPzJkzB/PmzUO7du1q7YhGSqNGjRTaO8vc3LzGezh16hRGjhwpN+7IkSNynd7UleradH2Mrf/1Jljm5uawsLBgtDYpBw8eRJcuXZgXRE389ttvaNasmVy/3Lm5uawX5LZt29CwYUP4+fmhbdu2rGPMmDHIyMiQu5lOVbi7uyMpKYkxvwLKl0T//PNPxMTEwNramplxl1JxtrSwsBD37t1jZjHbtm2Lq1evsjyb5Obm4t69e8zyfXFxMTw9PeHu7o4tW7Z8lvIhD+meAsuXL2fCPn78CHV1dZZGLjWjkWrkJSUl8PPzg62tbbUbaimCiYkJ8vLyZGbR7927xwwCT506BVdX1ypnmapj2rRpSE1NZXlRkfLmzRuEhITA3t4ebm5uEIlEMDExwZUrV1jpKtfbyigpKSE6OhpEBG9v78/aRE0gEMDOzg5JSUms8IsXLwIAy7SjPrCyssKtW7dYHlTk7fEij6FDh2LgwIH49ttvMWbMGJlnqK6uDi8vLxw4cAAHDhxg9v6oSK9evXD58mXWudeuXcPTp0/xzTffMGHdu3cHEWHdunVQU1NjlUPXrl1x+fJlXLp0CS4uLiylv1+/fjAzM8PcuXPlmmesW7cO169fx4wZMwAoVh+r4+bNm/jxxx/h4+PDeiH4+Pjg999/x+HDh6Gvr8/a0wRQfOa2vpDXn7m4uODcuXMs8yugfGPET58+VTn7GBwcDB6Px8y8Sve7uXv3LpPm9u3bcjdWlIfUjElqsnXo0CGsWrUKu3fvlnkGKioqaNq0qYzZasU6rEia+sLKygpqamo4e/YsE1ZWVoYuXbpgx44ddZLZsWNHDBkyRK6Xo7S0NPD5fJa5XUBAAPbu3YuYmBiMGDGC6Telm3lWXNG9ePEiHj58+MXrX1XY2dlBRUUFr169grW1NXNITQrruvpfkcptVDrLXXHjUgDM/6rafW37lr8bPp+P1atX4/jx4zJeA+uTsrIyBAYG4t27dzL7gChKYGAg7O3tceTIEVhbW8vdn6MiCxcuROfOneHr6yt3QvRLkpOTg1u3bslVhB4+fIiHDx/KmHF/LlW16c8dW9+8efPfvwICAHPnzkVAQACMjY3RoUMHHD16FHFxcTINpaCgAMePH5c5v2XLlujXrx+cnZ0xcOBATJ8+HU5OTlBTU0N6ejp+/fVXKCsrIzAwEKWlpYiKioKXl5fcQaujoyOaNm2KyMhIhe2AXV1d8ezZMxw+fJj53kFDQwOtWrVCWFiYzGaKAoEAS5YsgaqqKho2bIiffvoJRUVFjPvRwMBAbNiwAQEBAZg3bx4+ffqEWbNmQSKRMJp1eHg4/vzzTyxbtoz1QgPKtXlLS0s8ePCAaZB//fUXhEIhEhISAJTPvMqbsZRiY2ODyZMnY8mSJfDx8YGFhQXat2+PH374Adu2bUOvXr1w4MABXLlyBfr6+khJSUF+fj5+/fVXXLlyBWvWrKnSPW+PHj0UUhi8vb0xb948+Pn5YdmyZWjQoAGOHj2KI0eOMOZap0+frnNH5+/vj7Nnz2LixIlITExE//79IRaLkZqairVr14KIGDe70vysX78eHh4eaNeuHXbs2IFnz57VeB1DQ0NER0fD3d0dwcHBMuZiUhR5XjNmzMCwYcPwyy+/wMvLCw8ePMCUKVPQpUsXhWaXaoOvry+2b9+O6dOnIyAgAJmZmYiMjKyVjNWrVyMhIQH+/v6Ii4tjrTSNGjUKbm5uyMjIkDvr7+3tjcWLF8PLywtz5szBp0+fEBoaim7durFmaU1MTGBlZYVt27bBxcWFtcFh165d8fLlSxw9ehSzZ89myRcKhYiJiUGPHj1gZ2eHyZMnw8bGBnl5eThw4AD27duH4OBgZvVGkfoo5enTp8yzKywsREJCAsLDw2Fubo6wsDBWWh8fH4SGhiI8PByDBw9mTSZoa2sjOzsbiYmJaNy4cZVL9/WJm5sbJk6ciOfPnzOzgh07dkRmZibev3+PVatWMWnt7e2xcOFCzJs3D8+fP8eYMWNgZGSEJ0+eYPPmzThz5gwiIiKYfPfp0wcaGhoICgrCTz/9xCgv8jZmrFiGpaWlzOaoZmZmGDFiBB4+fMiY2pqamrLcYIrFYhgaGsLX1xcrV67E5s2b0aFDB5w4cYJlfghAoTSKUt07ysjICP7+/li6dCmMjY1hY2ODjRs34urVq4iIiKjT9ZYuXYqBAweie/fuGDNmDExMTJCfn4/jx48jLCwMEyZMgLa2NpN+2LBhCAkJQVZWFksJtLOzg0gkwpo1azB//nzcvn0b3333HXr06IH09HS8evWKZaf/d1FT+Y0dOxbz58+Hrq4uHB0dkZWVhalTp8LY2BhHjx6t1bUUbaOTJk3CwoUL0aZNG7i5ueHly5eYNm0aLC0t5bpBBWrft3wJOnXqBG9vb8Y1c31w/vx5iMVilJWV4eHDh9iyZQuuXLmC8PDwas1CqyImJgbHjh1DSkoK+Hw+wsPD4eDggJiYGJmtDaTw+XxER0ejdevWGDRoEBITE+tFGa0Lp0+fZixhKpOWlgYA9baiKKWqNg0oPrauqi38671gSVm3bh2ZmpqSQCAgGxsbxguMFE9PTxmvKNJD6k2noKCAlixZQnZ2dqSlpUXKyspkbGxMfn5+jFvGY8eOyd2cpyL/j737jovi+P8H/jra3cHBSUdpigUUERFFiL3E2FGxR7AbY4klWGP7qLHE2GtM7CYxCYldY1CxEEvEhhgLxBI1xgqCgtJevz/43X5Z7oCzYRLn+XjcQ9mdnZmtt3Pz3tnIyEja2dnx2bNnBl/qphveLP+QuLVq1SIA/v3339K0oUOHykboIcl58+bRzs6OsbGxrF69Oi0sLOjl5aU3kk5sbCzr1KlDlUpFjUbD5s2bMyEhwajtoRsJa8yYMcVus6JGs0hNTWXp0qVlI4ONGjWKDg4O1Gq17NatG1NSUjh58mSqVCoOGjRIGhWqqE/+4USLc/nyZYaGhtLGxobm5uasXLkyly5dSpL8888/CYCXL1+WLfM8L7TKzc3l119/zQYNGlCr1VKpVLJChQocOXKkbKQgMm+Iu+7du9PKyooODg4cNmwYN2zYQADSiChFbc+pU6cS+L+XTxUcWceY/UXmjWjl4+NDc3NzOjo6sl+/frLyjD1mjTF//nyWKVOGSqWSISEh0mggulHPjHkR4eHDh2liYsJFixbJ8s7NzWW5cuVoYWFh8EVqZN6IWW3atKGVlRW1Wi3Dw8OlISjzGzJkiN6oRDre3t56o0Hld+PGDQ4aNIhly5alhYUFbW1t2bRpU9l5q1PU8ahTcAQnpVJJX19fTp06VRqFrSDd8Ma67ahz/fp1+vj40MLCwuCwjl26dCl0JDXdCDm6kWhIcvLkyXR1dZWl69u3rzS0I5k3+o6ZmZnesM1+fn40MTExuP1//PFH1qlThxqNhgBobW3NNm3a6L20kcwbFtXX15fm5uasWLEio6KiWKdOHdloSwW3oampKd3d3dm3b19pVD7duWfoExYWRpJ8+vQp+/XrRxsbG2o0Gnbp0oVRUVEEII28Y0waY0fBKu78zcjI4EcffURnZ2daWloyODiYBw4ckPIw9CLCjz/+mOXLlydZ+PnVoUMHuru709zcnBqNhkFBQVy2bJk0wlR+LVu2ZL169fSmf/vttyxbtizVajXr1avH+Ph47t69mzY2NtK6G6ofIH+R3I0bNwiAu3fvJvl8w/AWt/2ysrI4ceJEenh40NzcnO7u7hw8eLA0EpJuNKHo6GhZ3oGBgbKXZT7POZqTk8NFixaxfPnyNDMzo62tLcPCwmQv1yx4Hcy/LYy9trzItjV0juvWz9DL/a5du0a1Wl3oKFiFKWwULN1HoVDQ3t6eoaGhshcQ5q9PcUPd3r9/n05OTrLRx8i8+zFHR0feu3evyOFwY2JiaGpqyn79+unNe53D8ObXu3dvdu/e3eC89evXE/i/l1fmZ+i4jYmJISB/waHumlfwHqqwc5os/t66qHNBQb7Z/s/kW4WPvmGIrav+i1cE4b8gKysLKSkpspCGadOmYdGiRbh3794brJkg/HP4+vrCxcXltYZ6CC/m3r178PLywurVq6XRwgRB+Pd6nef0f/4ZEEH4t5g5cya8vLzwww8/4MqVK9iyZQsWLVqk9/C0ILzNIiMjsX//fowcORKnT5/G9evX33SV3noPHz7E8ePHERoaiipVqiAsLOxNV0kQhJdQEue0aIAIwj/E+PHjMXToUERGRqJKlSqIjIxE//79MW3atDddNUH4x+jduzdmzpyJqKgoBAcHY+3atW+6Sm+9NWvWoH79+rCyskJUVNQLDdohCMI/R0mc0yIESxAEQRAEQRCEEiN+phAEQRAEQRAEocSIBoggCIIgCIIgCCVGNEAEQRAEQRAEQSgxogEiCIIgCIIgCEKJEQ0QQRAEQRAEQRBKjGiACIIgCIIgCIJQYt6qBsikSZPg5+eHjIwMLFiwAAqFQvaxtrZGYGAgVq1ahZcdnbhHjx6oW7fuK6p50b766itUrVoVarUajo6OGDBggFFvzl66dCn8/f2lv0nC2dkZmzdvfp3V1ePg4IDp06eXaJmGJCQkQKFQIDY29rWWs2TJEpiZmb2WvM+fPw8TExM8ePDgteRfmOvXr6N27dpQqVRYsGDBa13H16Xg8f/777+jbdu2cHR0hKOjI1q3bo2EhATZMnv37kXNmjWhUqlQpkwZjB07FtnZ2bI0O3fuREhICGxsbODh4YGBAwfK9k9OTg7mzZsHX19fWFlZwcfHB5999hlycnKKrXNx5c+dO1fvOqdQKODj41Ns3sWtv4ODg8G8FQoFNm3aJMurU6dOGDZsmPT3w4cP0aZNGygUCpw5c0av7JycHEydOhVubm6wtLTEO++8IzsvT548WWjZf//9t5Tu0KFDaNCgAbRaLTQaDVq0aIH4+HhZWQ8ePEBERARKlSqFUqVKoX379vjrr79kaXbv3g0/Pz8olUp4eHhg9uzZsvkZGRkYM2YMPD09oVQqUbZsWcyaNUu2L3JzczFnzhx4eHhAqVTC398fO3fu1FtvY46F4rbfizKmjgDwww8/oGrVqlCpVPD29saXX375XOUYu/+OHj2KJk2awM7ODs7OzgbPwfyWL18OhUKBr776qtA0Xbp0gUKhQFJSUrH1vHLlCtq0aQONRgOtVosuXbrI6gcYd50oKCoqCgqFAvfv3wcAdOzYEU2bNi22PsUxZv0L86L3Eca4fPky3n33XVhaWsLOzg79+vVDamrqc+dT3Hko/MvwDXt4M/W5Pi9q7969tLS05O+//06SnD9/PgFw+/btjImJYUxMDDdv3sx+/foRAOfOnftc+S9ZsoQ9e/aU/n7//fdZp06dF66vsVasWEETExNOnTqVhw4d4tq1a+nk5MTGjRsXu2y7du04cuRI6e8zZ87Q1NSUycnJr7PKeuzt7Tlt2rQSLdOQc+fOEQAPHz78WstZvHgxTU1NXzofR0dHXr16VTZtwYIFrFGjxkvn/bwmTZpEjUbDgwcP8u+//35l61iS8h//t27dor29PevUqcOdO3dy27ZtrFGjBsuUKcNHjx6RJOPj42lhYcF+/fpx//79XLVqFW1tbWXn1M8//0yFQsG+ffty//79XL16NR0dHdmqVSspzbhx42hhYcHZs2fzwIEDnDp1Kk1MTDhnzpwi62tM+ZMnT6aHh4d0jdN9jh8/XmTexqx/bGysXr6LFi2iqakpz58/L+WVk5NDe3t7btu2jSR57Ngxenh40M/PjwB4+vRpvfI//vhjOjk5cePGjYyNjWVYWBitrKx47949kmRMTAwB8KefftKrw7Nnz6T9qVKp2K1bN+7bt4/bt29nzZo16ejoyAcPHkh1CwoKYs2aNfnzzz9z9+7d9PPzY1BQkFSXffv2EQA//PBDHjp0iDNnzqRCoeCCBQukNF27dqWTkxNXrVrFQ4cO8dNPP5WuyzqTJk2iUqnk3LlzGRsby27dutHMzIwnTpx4rmPBmO33ooyp47Zt22hmZsYZM2bw6NGjnDJlChUKBXft2mV0Ocbsv8uXL9PS0pIDBgzghQsXePbsWbZt25aOjo7ScZDf7du3aWtrS1NTU3755ZcGy929ezfNzc0JgImJiUXWMSMjg15eXqxbty63b9/OrVu30t/fnzVr1mROTg5J484TQ3744QcCkNYjLCyMTZo0MWrbFcaY9S/My9xHFOf+/fu0tbVlgwYNuGfPHn733Xe0tbVlu3btnisfY85D4d/lrWiA5Obm0s/Pj4MHD5am6Roghm62w8LC6Orq+lxl9O7d+400QOrXr8++ffvKpi1ZsqTQddPJzs6mVquVfWnMmTNH9sVbUkQD5Pldv36dAPQaIK1ateLo0aNfKu8XMWTIEPr6+kp//xsbIPmP/xkzZlClUsnOoYSEBALgjh07SJLh4eEMCAhgbm6ulGbZsmW0UR6HpQAAIABJREFUsLCQlmvWrBmDg4Nl5SxZsoQKhYJpaWnMzMykRqPhmDFjZGk6duzImjVrFllfY8ofOXLkCzVIjVl/Qxo1asSBAwfKpp04cYJmZmZMTc27frdt25affvopjxw5YvAG+q+//qK5uTm3b98uTUtPT+eSJUv4119/kcy7CQYg5WnIJ598Qh8fH+lmMf86bNmyhWTejaClpSX//vtvKc2FCxe4evVqZmZmkiQbN26sdy0fOHAgnZycmJOTw+TkZJYqVYrr1q2TpenYsSOrV69Oknz69CnVajUnTJggzc/JyaGvry87duxIkkYfC8VtvxdlTB1J0tfXlx9//LFs2XXr1j1XPYzZf7NmzaKlpSWzsrKkabrr3jfffKOXvnPnzuzatSu1Wq3BG/AnT56wXLlyHDhwoFENkFWrVlGpVPLOnTvStPPnzxOA9L35oufJ62iAFLf+RXnR+whjTJ06lRqNhg8fPpSmbdq0iQCYkJBgdD7FnYfCv89bEYK1fft2nDt3DqNGjTIqfVBQEG7duoWMjAwAwN27dxEREQFXV1eo1WpUqlQJixYtktI3bNgQa9aswbp162Rd4mZmZti8eTO8vb2hVCrh5+eHuLg4abmff/652JCfGzduoHPnznB2doZarUaVKlWwcuVKaf7Bgwf1ulvNzMxgYmICU1NTAMDYsWP1wmF+++03pKeno379+tK06OhoqRu4S5cu6Ny5MxYvXoyyZcvC0tISrVq1woMHDxAZGYkyZcrA3t4eQ4cOBUmkpaVBo9FgxowZsnJycnLg5OSEcePGFb/h/79ff/0V9evXh6WlJTQaDRo3bowTJ07I0qxcuRKenp5Qq9Vo1KgRLl68CIVCge+//x4AkJWVhcjISHh4eEClUsHd3R0jR45EZmZmseXfuXMHbdq0gZWVFRwcHDB69Gjk5uYCAD7//HNoNBpZ+ps3b0KhUGDHjh3StOPHj0vr4O7ujtGjR+PZs2cGy8vJyUGrVq3g6+uLlJQUAMCpU6fw3nvvwcHBATY2NujQoQOuX78OADhw4AA8PT0BAOXKlUO7du2kdT548OAL78N9+/ZBoVDgyJEjsvqdPXsWCoUCe/bsMVj/unXrYsmSJTh//jwUCgVmzZolm1+vXj00a9ZMb7n27dsjJCTEYJ667TJp0iRUqFABarUabm5uGDx4MJ48eSKlCQ0NRVhYGD7//HN4eHhArVajZs2asvNMq9Vi9uzZ6N27N5ycnGBpaYl27dpJ4Q86+Y//gQMH4uzZsyhVqpQ038PDA0Be+AuQF/7Utm1bKBQKKU2bNm2QmZmJQ4cOAQDWrFkjHZP58yGJ5ORkmJqa4vTp0xgzZoxeGl05hTGm/NTUVL3j1RjGrH9BP/74I06dOoVp06bJpkdHRyMoKAjW1tYA8kI/x48fL6t3fjt27IBGo0HLli2laWq1GoMHD0bp0qWl9QIAKyurQtdh+vTpuHDhAkxM/u9rTncd1P27efNmvPvuu3B2dpbS+Pj4oHfv3jA3NwcAxMfHo0mTJrK8O3XqhLt37+LcuXMoVaoUkpOTERERIUtjZmYmlZOUlISMjAw0btxYmm9iYoIOHTpg7969AGD0sVDc9itMcd9jxtQxMTER58+fR48ePWR5R0REoHr16tLf9+7dQ0REBDw8PGBpaYng4GAcOHBAmm/M/lMoFDA1NZXtP5VKJc3Lb/fu3di9ezc+//zzQvObMmUK7O3t0b9//0LT5Ld3714EBwfDyclJmlalShWUL18e0dHRAIw7T7KzszFkyBDY2trCxsYG3bt3x6NHjwyu7+rVq1GuXDmoVCrUqlULp06dMqquxa3/pk2bUKtWLWg0Gri4uGDEiBHS/Q1g3H2EMfkYEh8fjxo1asDW1laa1qFDB5iamkrHlTF5F3ceAsUf48I/zBtuAJVID0j//v3p5+cnm1ZUD8gHH3xAe3t76e9WrVqxfPnyPHjwIC9dusRVq1bR1NSUmzdvJkmmpKQwMDCQXbt25b1795idnc3333+f5cqVY7NmzXj48GEePnyY1apVY+XKlaV8T548yVatWsnCFQpq0qQJ69Spw99++41JSUlctmwZTU1NuWfPHlm6Z8+e8cGDB9yzZw/d3d354YcfSvPWrl3Ltm3bytJPnTqV9evXl/5++vQpLS0tuX//fpJ5PTguLi6cMGECMzMzee7cOZqZmbFChQpcsWIFs7OzGR0dTQDcvXs3SbJXr1708fGRlbN3714C4MWLFwtdx/w9IJcuXaJKpWLXrl159uxZqdvd2tqaN27cIEn+9ttvBMChQ4fywoULXL9+PatXr04A/OGHH0iS06ZNo5OTE/fs2cM//viDO3fuZJkyZThu3LhC66HrAalUqRIXL17MU6dO8dNPPyUALl26lGTer+RWVlay5W7cuCGF85Hk1atXaW1tzV69evHo0aP86aef6ODgIPXAFewdGDJkCEuXLs3r16+TJP/880/a2NiwRYsWjI+P54kTJ1i/fn1WqFCBT58+ZWZmJr/77jsC4KlTp6RfEQ8dOkSlUsn09PQX2oe5ubn08vLS+wV7woQJdHV1LfRXppSUFPbt25c+Pj68d+8e09PTZeu4du1ampiY8NatW9Iyjx8/plqt5ooVKwrdH3PmzKGFhQU3bdrEy5cv85dffqGrqyuHDRsmpQkLC2OpUqU4cOBAZmRkMDk5me+99x49PDyk+trb29POzo5r165lTk4OL168SHd3d77//vtSPgWPf0M2bdpEExMTJiYmMi0tjQC4fv16vXRKpZKff/55ofkMHDiQnp6ehc7Pysqin58fIyIiCk1jbPldunRhixYtCs3neeRf/4Jyc3NZtWpVfvLJJ3rzGjduzEmTJulNP3r0qMFf8IcOHcrg4GB+++23rFq1Km1sbFi3bl3Gx8dLaZYvX061Wm1UvbOzs/no0SOePHmSjRs3pr+/vxTm4+fnx1GjRnHixIl0d3enra0tu3fvLoVokaRWq+X06dNlecbHxxMAf/zxR9n09PR03r59mytWrKBarea3335Lkjx9+jQBMDY2VpZ+0aJFBCArL7+ijoXCtl9hivseM6aOP/74IwHw6NGjbNCgAbVaLX18fPj9999L6XNychgYGMgKFSpw3759/P333zlkyBCqVCqeO3eOpHH77/r167SxseGUKVP45MkTZmRkcNCgQXR1dZX1nDx58oRly5bl/PnzSdJgD8DZs2epVCoZFxcnrWdxPSCBgYHs06eP3vRmzZqxdevWhS5X8DyZNm0aLSwsuHr1aiYmJnLZsmX08PDQ6wFxdXVlkyZNeOjQIR48eJBVq1alm5ubdKwWprj137JlCwFw7NixTExM5K5du+jm5sYePXro5VXUfcTz5JNfaGgomzZtqjfdzs6OQ4cONTpvY87D4o5x4Z/lrWiAVK5cWXYikf/XALl//z6zsrKYlZXFBw8ecOPGjVQqlRw/fryUNjExkVeuXJEtX6NGDVmetWvX1gvBUqvVvH//vjTtq6++IoAiY0MLcnJy0gtPOnbsmCxkgMyL9QZAU1NTjh49WhaWYUi9evVk8cn79u2jWq3m06dPpfrb29tLYQgkGRAQIAuzIfOeQ5g5cybJvJhwALJ44YEDBzIkJKTIuuRvgAwfPpwODg6yctPS0qhSqaSLz+DBg+ns7Mzs7GwpzbRp02QNkM6dO+t1aV+4cIGXLl0qtB66BsioUaNk00NCQvjOO++QNK4BMn78eDo5Ocnqt379evbr14+kvAGycOFCWltby24ixo4dS61WK2sc//nnnzQxMeHGjRtJ5sUyo0AI1sSJE2Uxuy+yD6dPn05bW1vZl17lypWLbLiRefuksBCs9PR0arVaWRz7pk2bqFKpmJKSUmiet2/flt10knkhRfkb8WFhYdRoNMzIyJCm/frrrwTAffv2kcw7vgoeC59++ilVKhUfP35MUv/4L+jatWt0cHDgBx98QDIv9hv5Qnnys7e3N3jDTZLbt2+nQqGQbkwNiYyMpEaj4eXLlwtNY2z5LVu2ZK1atdimTRva2dmxdOnS7NatG2/evFlo3oYUXP+Ctm3bRpVKJQtXIfP2vVKp5KFDh/SWKewGumvXrnRxcWFQUBD37NnD/fv3s1GjRtRqtdIN22effUYbGxt++OGHdHNzo1arZcOGDXn06FG9cnTPGwBgq1atZNdkFxcXli5dmj169ODRo0cZFRVFDw8PWahHrVq12L59e1meX3/9NQFw7dq1sukNGjQgANra2srChFJTU2lqasqFCxfK0vfv358AeO3aNYPbtahj4XkbIMV9jxlTR92zAtWqVeOGDRt47NgxDh48mAD4yy+/kMx77gkAY2JipDxycnLo7e0tXQON3X+xsbG0t7eniYkJTUxM6OnpqRe2M2rUKAYEBEjX24I34Dk5OQwODuZHH31EkkY3QCpWrMjhw4frTQ8LC5P9eJefofOkYsWK7NSpk8Ftmr8BYmFhIQtT2rNnj2y7Fqa49Q8ODmaDBg1ky2zcuJEKhUL6UU+nqPuI58mnYP2cnZ1l30O661evXr2MztuY89CYezXhn+OtCMG6c+cOypQpY3Ceg4MDzM3NYW5uDnt7e/Tq1QuDBg3CpEmTpDQajQYLFy6Ev78/ypQpAxcXF5w7d67YEAlvb2/Y29tLf+u6ctPS0oyue5s2bTBz5kx8/PHH2LdvHzIzM1G7dm1ZyAAA9OnTB/v378fcuXOxdu1avS7y/B4/foxjx47JRt2Ijo5GvXr1oFQqpWnlypWTwhAAwMbGRm/0HBsbG6k7uU6dOqhcuTI2bNgAIG9Elc2bN6NXr14AgKdPnyIlJUX6GAqHOnnyJAIDA2XlajQaeHt7S6FtFy9eREhIiKxruH379nrbbd++fejatSuioqKQnJwMHx8fVKpUSdoG+euiC7EC8kKG8gsJCcHFixcL3Z4FxcXFoUaNGrL6hYeH640Us3PnTkRGRuLHH3+UhS8cP34cQUFBsm59d3d3eHl5FTniTf4QIp3n3Ye9e/dGamqqNPLN+fPnceHCBWkfFrXdCqNWq9GtWzfpuADyRoFp3749tFotsrOzZXmmp6cDyDs3d+/ejeDgYLi7u8PFxQVffPGF3nlXuXJlKTQDAHx9fQFANspNjRo1ZMv4+vri6dOnuHXrlrTtCh7/OpcvX0a9evUQEBCAhQsXFru+hdmyZQs6duyICRMmoGvXrgbTjB07FosXL8Z3332HihUrAkCh28dYd+/eRYsWLbBz507Mnj0bR48eRePGjaV88udtaGQaY9Z//vz56Nq1qyxcBcgbhcrc3BzBwcFG1zcrKwt37tzBli1b0KxZMzRq1AhRUVHIzs6WwkSys7NhZmaGUqVKYdOmTfj6669BEg0bNsT58+dl+QUEBODgwYNYv349bt++jUaNGkmjkGVlZcHW1hbr1q1DcHAwwsLC8OWXX+LXX3/FsWPHAAAffPABtm3bhrVr1yI9PR1Hjx7FZ599BgCycwsAFi9ejD179mDAgAHo1asXli9fDgCwtrZGt27dMHPmTMTGxiIjIwNff/01tm7dajAfwPCxYIzCrrPFfY8ZU8esrCzk5uZi/Pjx6NGjB2rXro0lS5YgJCQEc+fOBZB3/VIqlWjQoIFUJxMTE9SrV0+6fhmz/65cuYJOnTohNDQUR44cwYEDBxAcHIzWrVtLI1HFx8dj4cKF+OKLL2TX2/yWL1+OP//8Uy80ML/izgFjGDpPMjMzkZSUhKCgIFna2rVr6y1ftWpVWZiSLjxV991jqI7FrX9ubi7i4uL0QmAbNmwIkjh79qxsemH3EcbkU9h1ql+/frh//z5GjBiBhw8f4tq1a+jZsydKlSoFc3Nzo+tozHlY3DH+stdS4RV7o80flkwPiJmZGRctWiSbpusBiYmJ4YkTJ3jixAmeOXNGr3ciMzOT1apVY5UqVRgdHc0bN27w9u3bDAoKYpcuXaR0hnpACj4wtX37dgIo8teCgjIzM7lgwQLWrFmTCoWCNjY2HDNmjOzBvIJ0PRG6X4AL2rFjB21sbGR51KxZk5999lmR9W/QoIEsbIUky5cvL3to8vPPP6ejoyOzsrJ44MABqtVq6VfuMWPGSL9EAuCaNWtIyntA/P399X4tIsm6devyvffeI0lWr16d4eHhsvm3b9+W9YCQ5NatW9msWTOqVCqamZkxLCxM+oW2du3asrpcvXpV6gE5ePCgLO+JEydSqVSSNK4HpFatWgwLC9NbB53FixdL+1KhUHDDhg2y+YGBgTQxMaFSqZR9FAqFtP0L9oCkpKTQ1NSUv/32m5TPi+7D1q1bSyOUTJkyRer9KWy7kUX3gJBkXFwcAfDMmTNMT0+nlZWV9Muebl10H915NHDgQGo0Gm7YsIFXrlzh7du3OXz4cDo7O0v5hoWFsVGjRrL1ycrKIgDOnj2bZN7x9b///U+WRhd6phsNquDxn7/ejo6ObN++vax35PHjxwSg9+BxTk4OLSwsOG/ePNn01atX08zMTKpTQTk5OezXrx+tra31zltD2+d5y8/v2LFjBMCoqChmZGTI8i4YGlbY+ud3//59mpqaGuyNiYyMZMuWLQ0uV9gv+L169WKZMmX00teqVavIcI/Hjx/T3t6eQ4YMKTTNo0ePaGdnx4kTJ5Iky5Yty+7du8vSPHnyhAD41VdfkczbpqNGjaKpqSkB0M3NjT/99FOxv05Pnz6darVa6mV78OAB33vvPWlbh4SEcOHChTQxMZH14BV1LORX2PYzdJ019nusuDquXbuWAPR6ZEaNGkU3NzeSeSOYAdC7fpmamhY5uEvB/de3b19WqlRJ9it8ZmYmXVxc+MknnzAnJ4e1a9eWejZ08vcA/PXXX9RqtbJQuYI9IIWdA7Vq1WLv3r316tmkSRO9kObCzpOHDx8SAJcsWSJLr3sIO38PSMHrWE5ODgFw5syZButozPrrQjXNzMz09geAIh9Wz38fYUw+hV3HdetrbW1NANRoNFywYAGrVavG8ePHG13H4s5DY47xouoolLx/10D9Lyj/L7wFVa9eXfZLc0HHjx9HfHw8Dh06JPtl/N69eyhXrtwrr2tB5ubmGDZsGIYNG4Y7d+5g/fr1+OSTT+Dk5ITBgwdjy5YtCAgIkH7ZByC92+Py5cuyBwp1oqOj0bBhQ+kByYcPH+LUqVOyh9tfVM+ePTF+/HjExMRg27Zt0q/cAPDhhx+idevWUtr8ddbRarUGf4FKTU2VerFUKpXeLxeGeqPatm2Ltm3b4smTJ9i5cyeGDx+Ofv36Ydu2bVi5cqWsnNKlSyMxMREAZA85A3m/+use5DX04GfBh/AcHR2L/RWNJFasWIHjx49jyJAhqFevnvRguVarRd26dfHFF1/oLad7kLegmJgY2NjYIDAwsMhyjdGvXz906dIFaWlpiIqKwkcffSTNM7TdjBEYGIiAgAB8//33qFGjBuzs7KQHCoODg3H48GEprbOzM3JycrB69WpMmDBB1ptn6Dwu2KOoq1/+XxOLSlPY8X/p0iU0a9YM7dq1w8qVK2W/MFpZWcHNzU06ZnSuXr2KzMxMqRcGAL777jsMGDAAK1asQN++fQ1un6FDh2Lz5s3Yv38/atasKZtnaPs8T/kF6a4PN2/ehFKplOWdvyepqPXPb8eOHTAzMzP4HoPo6Gj07Nmz0LoYUrFiRWzatAkkZedbdnY2LCwsCl3OysoKFSpUwM2bNwEAe/bsgVqtlg20YWNjg3LlyuHy5ctSWQUHI9C9u0NXlomJCT777DOMGzcOycnJ8PT0xMGDBwEAfn5+uHXrFvbv34/27dvLHvj39/dHRkYGbty4AR8fH9jZ2eHnn3+Wet1cXV0xadIkVKpUSbbdizoWjGHoOmvs91hxddT1xNy/f1/WK5N/32i1WqhUKpw+fVqvboUdQ4D+/rt8+TIqV64sOwbMzc3h6emJxMRE3LhxA8ePH0dcXByWLl0qpcnJycEHH3yAsWPHYu7cuXj06BE6d+6sV56Pjw9CQ0MRFRVl8Bzw9vbWO7+AvPMiPDxc9ndh54mlpSUA/euWbrCR/Ax97wB5v+obOk+NWf+7d+9K9xCGrj3Ozs549uxZsfcRDRs2LDYfhUKhd53S6dKlC9q2bYubN2/Czc0Nubm5GDduHKpVqwZLS8ti8waKPw+NOcYNXUuFN+etaIA4Ozvj9u3bL7Ts06dPAUAWSnX06FFcvXoVtWrVkqXlS768sKBHjx5hx44d6Ny5M8zNzeHs7IxRo0Zhx44dOHfuHMzNzfHBBx+gU6dOsvAe3cgZXl5eBvONjo7GwIEDpb/37dsHOzs7WRjQi3JwcEDbtm3x7bffYvfu3bKwG09PT+kmuzA1a9bEunXrkJmZKX2hpaSk4OLFi9JFv2LFijh48KDsBqXgyxO3bt0Kf39/lC1bFlZWVujcuTPOnz+P9evXAwCqVatWaB1iY2PRokUL6e8TJ05IN3Q2NjZIT09HVlaW1O1bsBs7ICAAixcvxtOnT6Uvsw0bNuDLL7+URoIxNTVFt27d0L59e0RHRyM8PBwHDhyAiYkJgoKCsG7dOpQvX14WmnH58mW9G37dMRcdHY1GjRrJRox5Ua1atYKdnR1mzZqFP/74A126dJHmFbXditO3b18sWLAAiYmJiIiIkOpaqlQpvZd2ZmZmIjs7W3bepaWlYdu2bXo3MQkJCXj48CHs7OwAQBoBK3+ome6LSicuLg5WVlZwd3fH9u3b9Y7/rKwshIaGomnTpvjqq68MNjybN2+OrVu3YurUqdL8LVu2QKPRSF+AiYmJ6NmzJxYuXFho42P9+vVYs2YNDh06ZPCG09D2Mab87Oxs9OnTB82bN0f37t2l5Y4ePQog7wZLoVAYzNuY9dfZv38//P399UY0unfvHuLj45/7BWvNmzfHJ598gl27dqFVq1YA8sLILly4IDVmZsyYgcePH8tG3UtJScGFCxfQsGFDAHkv/ExKSkJCQoJ0zKSlpSExMVEK92jevDkmTJiA+/fvw8HBAQCkc1R3rB8+fBgPHz5EaGio1Khdu3YtateuDRcXF5w8eRIRERHYuHEj3n//fak+p06dgomJiXTN27RpEypUqCDt4+zsbGzcuFF2c1zcsWAMQ9dZ3csXi/seK66OtWrVgp2dHX766SfZCHYHDx6UtldQUBCePn2KnJwcWUP4+vXrUoieMfvP3d0dJ0+elK1HVlYWrly5gjp16qBMmTLS6Ef5vfPOO4iMjESnTp1QunRpvTSXLl1Cx44dsX37dvj6+hZ6DjRv3hy9e/fG7du3pevuyZMncfPmTen7objzRPdSyoKhs7pRtPJLSEjAo0ePpB/sdCM/FlbHrKysYtffxMQEgYGBuHbtmux6mJmZiZs3b8LW1ha5ubnF3kcYkw8Ag9sxMTERMTExGDBggNRoXb16NUiiWbNmRudd3Hmoe/ljUcd4YddS4Q15g70vJEtuFKxq1arJphU1ClZ+d+/epUql4gcffMC//vqLe/bsYY0aNdisWTP6+/tLIT3Nmzenn58fT58+zfv37xsVgnXq1CmGhoZKL0csKDU1lVqtlr169eLp06d55coVfvPNN7SyspLCl2bMmEETExOOHz+eBw4c4DfffEMvLy/6+vpKDxKvX7+eHTp0IJnXJQ1AVuaAAQPYuXNnWdkvGr5D5j2EaGZmRnd3d6PG584fgpWUlES1Ws0ePXrw0qVLjI+PZ4sWLejg4MC7d++S/L8x5CdMmCBtk6CgIFkIVsOGDRkUFMSDBw/yypUrjImJoY+PT5FdrroQLB8fH27atInXrl3jsmXLqFAopG7gkydPEoA0etPFixfZsGFDWQjWn3/+SbVazQ4dOvDXX3/lli1b6OLiwgEDBpDUD086deoUzc3NOWPGDJJ5DzJaW1uze/fuPH36NC9fvsxp06bRzMxMekhTF0azePFinj9/npUqVeKyZctk6/My+3Ds2LE0MzPTS1uY4kKwSDI5OZlqtZrm5ubFPgBK5j08GBQUxD/++INnz55l/fr1GR4eTjMzM168eJFZWVkMCwtj6dKl2a5dO54/f55xcXH09/dnxYoVpdANe3t7urq6cvLkyfzjjz+4Y8cOarVaadx7Q8f/okWLaGZmZvBFabqBDC5evEi1Ws3evXtz//79XLp0KTUajWxwhw4dOtDLy0svj5iYGN65c4fp6el0c3Njhw4dDKYpagQcY8oPDw+ntbU1ly5dyiNHjnD9+vV0c3NjUFBQkeemMeuvU6tWLVkYj84333wjC5cj88IodPksXbpUCrGIiYmRPYDctm1bOjs787vvvuPevXtZt25dOjk5SaMfrVq1igAYGRnJw4cPc8eOHaxTpw5tbGykB+xjY2NpYmLCDh06cM+ePdy1axebNGlCtVrNpKQkknkhWe7u7gwJCWF0dDS/++47urq6ykYOW7ZsGZVKJb/44gvGxcVx8uTJNDMz4969e6U0zZo1o52dHZcvX85Dhw5x3rx5tLS0ZP/+/aU0nTt3ZtmyZbl9+3YeOXKEYWFhdHJykgYUMeZYMHb7FWTs91hxdSTJefPm0dTUlHPmzOHhw4c5YMAAmpiYSOVnZ2czICCA1atX54EDB3j16lV+8803tLW1lQaiMGb//frrr1QoFBw2bBjPnz/P+Ph49u7dmxYWFrxw4UKh61rcezCMfQj92bNn9Pb2ZkhICLdv386oqCh6e3vLBvow5jzRvVxy5cqVPHfuHD///HN6eXnphWC5uLgwLCxMWtegoCCWLVtW9vC2MQqu/48//kgTExPOnDmTly5d4unTp9m5c2e6uLhI55Mx9xHG5GNIfHw8TU1NOXz4cJ44cYLr1q2jra0tJ0+e/Fx1LO48NPYYF/453ooGyNatW6lQKKRhTknjGyAk+e2337Js2bJUq9WsV68e4+PjuXv3btrY2Eg3Xbt27aK9vT1cF79BAAAgAElEQVStrKz4888/G9UA0cUjFvXiu+PHj7Nx48bUarVUqVSsXLmybIjP3NxcLl++nBUrVqSFhQXd3NwYHh4uG+VmzJgx0s3gunXr9OKry5Urx5UrV8qmvczNa05ODq2traU46+IUfBFhbGws69SpQ5VKRY1Gw+bNm+uNfDJ9+nQ6OTlRo9GwdevW0peKrhFw584ddu/enY6OjrSwsKCHhwcHDRpU5KhLp06dIgD+/PPPbNGiBdVqNR0cHDh+/HhZHPKMGTNYunRp2tjYsE6dOlLZW7duldIcPHiQQUFBVKlU0tCxT548IWn45nzGjBk0NzdnXFwcybyY4iZNmtDS0pI2NjZ85513ZC+NzM7OZosWLWhhYcGQkBCDcdkvsw91Qx0XFYOenzENEDJvVKZ69eoZleeZM2cYGBhIlUpFHx8fRkVF8caNG/Ty8qK1tTWvXr3KsLAwNm3alCtXrmTZsmVpYWEhNVp07O3tOXnyZH700Ue0t7enpaUlu3TpIg1XbOj4Dw0NlcUK5//kH+EmJiaGgYGBtLCwoKurK6dMmSI7VrRabaH5fPvtt9KxU9jn9u3bRW6j4spPT0/n6NGj6eXlRQsLCzo7O3Pw4MHFXveMXX+S9PLykhrX+fXu3Vvv+YqCsez5P/mfP0lLS+OgQYNob29PlUrFpk2byvYpSX755ZesVq0araysaGNjwzZt2ugN9x0TE8Pg4GCqVCra29uzadOmPHbsmCxNUlISW7ZsSUtLS5YqVYr9+/eXntsg866xkyZNopubGy0sLFi9enXZSxJ19R0xYgRdXFxoYWHBihUrcuLEidIxRuY1wLt160Y7OztaWlryvffek91IG3MsGLv9DDHme6y4OurMnz9fOt98fX31noW5c+cOw8PDpf1XuXJlveeSjNl/v/zyi3QdVavVrFu3rqzhZ8iraoCQeT8GtWnThlZWVtRqtQwPD5eNVGXMefL06VP269ePNjY21Gg07NKlC6OioghAuilu27YtO3TowBUrVtDDw4MWFhasXbu23iiAxjC0/t988w2rVatGCwsLOjo6MjQ0VLZfjbmPMCafwnz//ff09fWlUqmkp6cnZ8+erTdSpzF1LO48NOYYF/45FOQrjht6Tsm3jB8RCgBsXQ3HwBeFJKpVq4ZGjRqJl9KUgN27dyM0NBTXrl0rdPSxl0ESd+7cgYuLizTt8OHDqF+/PhISEoqMfxeMM2bMGOzcuVPq1n4V7t27By8vL6xevRqdOnV6JXl27NgRKSkpshdaFeTg4IDhw4djwoQJr6RMQRAEQRBezlsxDK9CocC8efOwatUqXLp06U1X5z/r1q1b2L59O/r06YOPPvrotTQ+gLyhPUuXLo1p06YhMTERR44cwciRIxEUFIQqVaq8ljLfFpcuXcKSJUswd+5czJw585Xk+fDhQxw/fhyhoaGoUqUKwsLCXkm+giAIgiD8O70VDRAAePfdd/Hxxx+jU6dOeqMWCa/GwIEDER4ejrZt2+LTTz99beU0aNAA69evxw8//AB/f3906tQJFStWxE8//VTkw7JC8WrWrIlZs2Zh/vz5aNOmzSvJc82aNahfvz6srKwQFRX1Sh6UFwRBEATh3+utCMESBEEQBEEQBOGfQfwUKQiCIAiCIAhCiRENEEEQBEEQBEEQSoxogAiCIAiCIAiCUGJEA0QQBEEQBEEQhBIjGiCCIAiCIAiCIJQY0QARBEEQBEEQBKHEvBUNkIyMDIwZMwaenp5QKpUoW7YsZs2ahezs7FdeVnR0NLy8vKBUKnHy5EkAwN69e1GzZk2oVCqUKVMGY8eO1St70aJFKF++PJRKJXx8fLBhwwbZ/NzcXMyZMwceHh5QKpXw9/fHzp079cp/+PAh2rRpA4VCgTNnzujNT09Px6BBg+Dk5ASVSoV69erht99+08tj8ODBKFu2LKytrVG7dm1s27ZNmt+xY0coFAqDn4EDB8ryOnfuHHx8fFCqVKlit11CQgIUCgViY2OLTfsm3bx5Ew4ODvj+++/fdFUEQRAEQRD+dd6KBkifPn2wdu1aTJ48GXv37sWAAQPwySefvLI3Pec3ffp02NnZ4dixY/Dx8cG5c+fQqlUrBAQEYPfu3Zg+fTpWrlyJMWPGSMusXLkSkZGRGDhwIKKjo9G1a1f07NlTdtP/v//9DxMnTsTw4cOxf/9++Pr6ol27doiLi5PSHD9+HAEBAbh+/Xqh9evXrx+2bt2KefPmYefOnShTpgzeffdd3Lp1C0BeQyc0NBTbtm3DtGnTsHXrVpQvXx7t27eXGir/+9//EBMTI/vs2rULGo0GAQEBUlmrV69GSEgIzMzMXtn2/Sdwc3PDmjVr0LdvXyQmJr7p6giCIAiCIPy78A17eDP1uT7PKzk5maVKleK6detk0zt27Mjq1au/qtWQVK1alYMHD5b+Dg8PZ0BAAHNzc6Vpy5Yto4WFBZOTk5mbm0tPT08OHz5clk/nzp0ZFBREknz69CnVajUnTJggzc/JyaGvry87duwoTWvbti0//fRTHjlyhAB4+vRpWZ5//PEHAXDLli3StMzMTLq6unL06NEkKS27e/duKU1WVhZdXFwYGRlZ6HpPmTKFVatWZXZ2tjTN3d2du3bt4syZM6nVaovecCTPnTtHADx8+HCxaf8JGjZsyM6dO7/pagiCIAiCIPyr/Od7QEqVKoXk5GRERETIppuZmcl+mc/OzsaUKVPg4+MDtVqNSpUqYfny5bJl7t27h4iICHh4eMDS0hLBwcE4cOCAtLxCoUBCQgKWLl0KhUKBY8eOYe/evWjbti0UCoWUT5s2bZCZmYlDhw4hMTER169fR2hoqKysNm3a4LfffkNqaiqSkpKQkZGBxo0bS/NNTEzQoUMH7N27V5q2dOlSjB8/XlZWfnv37oWFhQWaN28uTTM3N0fz5s0RHR0NAKhevTrOnz+PJk2ayLZVmTJl8PDhQ4P53rhxA5999hnmz58PU1NTafqRI0fQokULg8sYa9WqVahSpQqUSiXs7e3x/vvv486dO9L87OxsDB06FPb29rCxsUGfPn2wdetWKBQK3L17t9B8V65cCU9PT6jVajRq1AgXL16EQqGQwqpq1qxpMMSsR48eUh5jx45FVFQU/vjjj5daR0EQBEEQhLfJf74Bkl9GRgb+/vtvfPHFF9i6dSs+/vhjad6oUaMwZ84cjB8/HufOncPIkSMxfPhwrFq1CkBeaFKLFi1w9OhRrF27FidPnkStWrXQokULJCQkwMzMDPfu3YOPjw/69u0r/f/27dsoX768rB5ubm5QKpVITEzE5cuXAUAvje7vxMREZGVlAQAsLCxkaRwdHZGSkiI1DNzc3Ipc/8uXL0tlFyxLF0qkVqtRpUoVmJubS/Nv3LiBhIQE1K1b12C+s2bNQkBAAJo2baq3ni9jw4YN6N+/P8LDw3Hu3Dn89NNPOHXqFFq1agWSAID58+fjiy++wKxZs3DixAmUKVMGo0aNApDXSDPkxIkT+OCDDxAaGorTp0+jT58+6Natm2yZLVu2IDExUfrojoNWrVpJ+TRs2BBKpRK7du16qfUUBEEQBEF4m7xVDZAWLVqgdOnSGDduHFatWoWuXbsCAFJTU7Fs2TKMGjUKERERqFChAgYOHIiIiAjMmjULQN7D5SdPnsSXX36Jxo0bo3Llyli4cCE8PT2xcOFCAICDgwNMTU2hUqng4OCA9PR0AICNjY1eXTQaDVJTU5GammowjbW1tVS38uXLw9TUVHqoXefcuXMAgLS0NKPWPzU11WBdrK2t8fjxY+Tm5urNe/bsGbp37w5vb2/Zr/86d+/exZo1azB69Gij6vA85s2bh7Zt22LcuHGoVKkSGjRogMWLF+PkyZM4cuQIAGDdunVo164d+vfvD29vb0yfPh0eHh5F5rtu3To4Oztj/vz58PHxQXh4OMLCwmRp3NzcUKFCBVSoUAHW1taYMGECBg0aJDVUAECpVKJmzZr/+IfmBUEQBEEQ/kneqgbI4sWLsWfPHgwYMAC9evWSQqzOnDmDzMxMNGvWTJa+YcOGSEpKwuPHj3H8+HEolUo0aNBAmm9iYoJ69eoZHG3qVbK2tka3bt0wc+ZMxMbGIiMjA19//TW2bt0KALLeilfp8ePHaNWqFf78809s27bNYDkrVqxA6dKl0aZNm1dadlZWFuLj4xEcHCybXrNmTQB5+4wkLl++jDp16sjStG/fvsi8L168iJCQEFm4WGHL5OTkoGvXrnBzc8P8+fP15pcuXRq3b982ap0EQRAEQRAE4L81PFEx/Pz84Ofnh2bNmsHa2hoff/wxIiIipF6IRo0ayZ6f0PUI/P3330hNTcWzZ8+gVqtleWZnZ8PFxcVgeVqtFgDw6NEj2fTc3FykpaWhVKlS0vC0jx49ktIDQEpKCgBI8xcuXIju3bujXr16AICQkBB88sknGDFiBOzs7Ixa/1KlSunVRVeWjY2NLGTp/v37aNmyJdLS0hAbGwt3d3eDef744496z7i8Ck+ePEFubm6hPUNpaWlITU1FVlaWNE3H3t6+yLwfPHiAMmXKGLXMhAkTEB8fj1OnTumFwAF52/TChQvFro8gCIIgCIKQ5z/fALl16xb279+P9u3bQ6PRSNP9/f2RkZGBGzduSDf+GzduhJ+fn14e7u7u0Gq1UKlUOH36tN78/L+k52dlZQU3Nze9oVqvXr2KzMxM+Pr6yp71yB86dOnSJZiamsLb2xsAYGdnh59//lkaLtfV1RWTJk1CpUqVoFKpjNoW3t7euHnzJp4+fSpb5tKlS/D19ZX+Tk9PR8uWLZGbm4vDhw/DwcHBYH7Xr19HfHw85s6da1T5z8PKygqmpqZS41BH97dWq5WeZdGFuukU9rC8jkqlMmqZHTt2YM6cOdi+fTs8PT0N5pWSkmLUO04EQRAEQRCEPP/5EKy///4bERERUriSzqlTp2BiYgJPT0/4+/tDqVTi7t278PHxkT729vZwdHSEUqlEUFAQnj59ipycHFkatVpd5MPWzZs3x9atW6WHpoG8B5w1Gg3q1auH8uXLo2LFiti8ebNsuS1btqBBgwawtLQEAGzatAlxcXFwdXWFq6srsrOzsXHjRr3Rs4rSrFkzZGdnY8eOHdK0jIwM7NmzRzZa1ZAhQ5Camoro6OhCGx8AsH//figUCrzzzjtG18FY5ubm8Pf3x6+//iqbfvToUQBArVq1oFKp4O7urvcixYLbsqCKFSvixIkTsn1ScJlr164hIiIC48ePL3Ikr9u3bxfaAyYIgiAIgiDo+8/3gAQGBqJZs2b46KOPkJaWBl9fX8TFxWH27Nno27cv1Go11Go1BgwYgMmTJ8PBwQFBQUG4fv06hg8fDjc3N+zYsQNNmzZFQEAAevTogQULFsDT0xNHjx7F4MGDMX78eERGRhosPzIyEgEBAejbty/Cw8Nx4cIFTJkyBaNHj5bCuSZMmIC+ffvCzc0NISEh2LFjB3bt2oV9+/ZJ+WzevBm//fYbFi9eDHt7e8ydOxdPnjzBiBEjAOSFdR06dAgA8PvvvwMA4uLikJKSApVKheDgYLi7u6NXr14YOnQoMjIy4OLiIj1AP2jQIADA2bNnsW7dOkyZMgVnz56VrYulpSWCgoKkvy9cuAAnJyepkZTfw4cPER8fDwC4cuUKsrOzpSGLXVxc4OPjg2PHjmH48OFYuXIlqlWrZnDbvf/++5g3bx7CwsJw5coVDBs2DA0aNJCeBenUqROWLVuGVq1aoVatWli/fr3US6RTsJxOnTphw4YNmDRpEvr06YNjx47JXvqYlZWFTp06wcPDAz169EBSUpI0z9TUFOXKlQMAZGZm4uTJk9JABYIgCIIgCIIR3uxrSF7/iwhJMi0tjSNGjKCLiwstLCxYsWJFTpw4kenp6VKarKwsTpw4kR4eHjQ3N6e7uzsHDx7MR48eSWnu3LnD8PBw2tvbU6VSsXLlypw3b56sLF9fX9mLCEkyJiaGgYGBtLCwoKurK6dMmSJ7MSFJLl26lOXKlaO5uTmrVKnCqKgo2fzk5GR269aNdnZ2tLS05HvvvccLFy5I8zMyMgjA4MfT01OWbsiQIXRwcKBKpWKjRo0YHx8vzZ8/f36h+Xh7e8vq1KdPH1aqVMngNt+9e3eh+fTs2VOWRvfiQUMvIvzqq6/o4+NDc3NzOjo6sl+/fkxOTpbmP378mN27d6eVlRUdHBw4bNgwbtiwgQCYmppqsBySnD59Op2cnKjRaNi6dWuePn2aALh9+3beuHGj0Lrb29tLeezZs4cKhYJJSUkGt4EgCIIgCIKgT0Hmi0N5A5JvGTeErI6tq3XxiYS3RlZWFlJSUuDo6ChNmzZtGhYtWoR79+4ZXIYk7ty5IwudOnz4MOrXr4+EhATZ8zBFadKkCezt7aWXFwqCIAiCIAjF+88/AyL8t82cORNeXl744YcfcOXKFWzZsgWLFi1Cr169Cl3m0KFDKF26NKZNm4bExEQcOXIEI0eORFBQEKpUqWJUuTt37sTx48cxbdq0V7UqgiAIgiAIbwXRAyL8q2VnZ2PSpEn4+uuvcefOHbi5uaFz586YNGlSkaODbdiwAXPmzEFSUhJsbW3RoEEDzJkzB66ursWWefPmTQQEBGDx4sXSyywFQRAEQRAE44gGiCAIgiAIgiAIJUaEYAmCIAiCIAiCUGJEA0QQBEEQBEEQhBLzxkOwBEEQBEEQBEF4e4geEEEQBEEQBEEQSoxogAiCIAiCIAiCUGJEA0QQBEEQBEEQhBIjGiCCIAiCIAiCIJQY0QARBEEQBEEQBKHEiAaIIAiCIAiCIAglRjRABEEQBEEQBEEoMaIBIgiCIAiCIAhCiRENEEEQBEEQBEEQSoxogAiCIAiCIAiCUGJEA0QQBEEQBEEQhBIjGiCCIAiCIAiCIJQY0QARBEEQBEEQBKHEiAaIIAiCIAiCIAglRjRABEEQBEEQBEEoMaIBIgiCIAiCIAhCiRENEEEQBEEQBEEQSoxogAiCIAiCIAiCUGJEA0QQBEEQBEEQhBLzxhsgPXr0gEKhKPKzYsUKJCUlQaFQYO/evYXmlZCQAIVCgdjY2Beqy8su/yosWbIEZmZmJV6uMdv3RbVr167I/ZuUlPSf2HeAcdvxde1jBwcHTJ8+/ZXnW1LeZP2rVk3FkCHpb6RsnYSEHCgUyYiNzQYALFnyDGZmya+lrKioLCgUybh/nwbnf/XVMygUycjOfi3F/+s4OKRg+vSnJVrm69z/giAIb1rJ3+kWMG7cOPTq1Uv6u2fPnqhatSpGjRolTatcuTIyMjKKzcvV1RXLly9HhQoVXqguL7v8q9CoUSMsW7bstZdz/vx5tGrVCteuXXvtZQFA+fLlsWLFCoPzXF1d8ccff5RIPf4JXtc+njt3Lvz8/F55viXl317/l+XqaoLlyy1RoYLpm66KUMDcuZbw8xP7RRAE4VV54w0QX19f+Pr6Sn+r1WqULl0aTZs2laVLSkoqNi9bW1sMHDjwhevyssu/CgW3x+ty8uTJ115GfhqNRm+fvq1e1z7u2bPnK8+zJP3b6/+ybG0VGDhQ+aarIRjQs6fFm66CIAjCf8obD8F6Xk+ePMH7778Pa2traLVajBgxAjk5OQD0w3Bu3LiBzp07w9nZGWq1GlWqVMHKlSsLzftll4+Li4NCoUBcXJxseoUKFRAZGQkAyMrKQmRkJDw8PKBSqeDu7o6RI0ciMzMTgH54TpcuXdC5c2esWbMG3t7esLa2RmBgII4dOyal+euvv9C6dWtYWlqiTJkymDNnDiZMmIAqVaoYrOeUKVPQs2dPXL9+HQqFAgsWLDBq+wLAvXv3EBERAQ8PD1haWiI4OBgHDhwodJu8iH379kGhUODIkSOy6WfPnoVCocCePXuMyufXX39F/fr1YWlpCY1Gg8aNG+PEiRPS/OzsbAwdOhT29vawsbFBnz59sHXrVigUCty9e7fQfL/66itUrVoVlpaWcHBwQFhYGG7evClLU9R2LLiPtVotZs+ejd69e8PJyQmWlpZo164d7t+//1xp8ocwLV++HE5OTjh+/Dhq164NrVYLLy8vrF69+qXW//z581AoFNi+fTt8fX0RFBQk5TVlyhT4+PhArVajUqVKWL58uWzZzMxMjB8/Hm5ubtBoNKhbt65sH+ev//z582Fvb49ffvkFvr6+0Gg0KFeuHNavXy/Lc9OmTahVqxY0Gg1cXFwwYsSIYntLf/01G9Wrp0KpTIa39yP8+GOWXppTp3Lw3ntpcHBIgY1NMjp0eIzr13Ol+VlZQGRkBjw8HkGlSoa7ewpGjkzH/z+NAQDHj+egfv00WFrmzR89OgPPnuXNW7r0GZydU7BtWxacnVMwalSGXggWACgUwLFj2QgMTIVKlQwvr0fYuDFfIQA2bcpErVqp0GiS4eKSghEj0pF/E2RnA0OGpMPWNm9dund/gkePcmGMy5dzUKdOGlSqZJQpk4K1a+VlF7edOnV6jC5dnmDSpAxoNMnYsSNvW9+7R0REPIGHxyNYWiYjODgVBw4UHe+l1SZj9uyn6N37CZycUmBpmYx27R7LwsgcHVOwYMEztGz5GCpVMh49YrHbqE6dNDRvnqZXXsuWj/HOO3nTC4Zg3byZiy5dnsDOLgVKZTL8/FJl++Xzz59Co5GHT928mQuF4v+2gTHHkE69emlo1ky/ju3bP0ZISGqR200QBOEfif8w5cuXZ8+ePfWmJyYmEgCrV6/OxYsX88yZM/zss88IgJs2bSJJnjt3jvh/7d19VJRl+gfw7wzMMLwnr6uCJWJg7OpPMN8wLVHPlqanUjGBrY5Y/sxVqq3Ml+gcrDy1tR0t29JjprauRqYlbmpsqey6KB5B/ClvomYaZM0MwzAMDDPf3x8jA8MMOGjhy16fc+YcZua+n/u+r3kGnmvmeS4AHjx4kCSZkpLC5ORkHj58mFVVVVyzZg29vLy4Z88et2Nfa/8jR44QAI8cOeKypueee44kmZOTw4iICO7Zs4enT59mXl4e+/Tpw5deeokkuXr1anp5eTn6pqWlsXfv3nzqqadoNBppMpk4adIkDho0yNHmgQceYJ8+fbh3716WlJRwypQpjI2NZUJCgtt5NjQ0cOHChYyOjualS5fY2NjoUXytViuTkpIYGxvL/Px8njx5kgsWLKBGo2FpaanbsUhy2rRpHDJkSKfPd4y9zWZjTEwM582b59Rm2bJl7Nu3L61Wa5f9SbK8vJwajYazZs1iSUkJS0pKOHXqVAYGBvL8+fMkyTfeeIMqlYoffvghy8rKuHTpUg4cOJAAeOnSJbfzPHDgABUKBT/88ENWVVWxsLCQY8eO5ahRo0h6tp92fI1DQ0MZEhLCDRs20Gq1sqysjNHR0UxLS+t2m5ycHJLk2rVrqVarOXnyZJ4/f542m43Z2dlUqVT8/vvvr3r9FRUVBMDExESuX7+ex48fJ0lmZWXRz8+PH3/8MSsrK/n+++9TrVZz3bp1jr4LFixgeHg4t27dyqKiIj722GMMCAhgdXW1y/xbYzRp0iRevHiRZrOZy5cvp1KpZFlZGUlyx44dBMDFixezsrKSu3fvZlRUFNPT093OnST1ehtDQnQcP97AkpIWHjnSwpQUA0NCdHz66QaS5HffWRkUpOX999fz+HF7m7FjDYyN1dNstm8nJ6eRERE67tlj4enTVublNbNPHx1feslEkjxzxsrAQC0ff9zIQ4cs3L69mWFhbWN8+KGZfn5apqQYuHt3M6urrSwtbSGg5cGDlssxMFOl0nLEiDru2NHMI0damJpqpFKpZWlpy+UYNBPQcvFiEysrrdy9u5lRUTqmpxsda87JaaRareX69U2srLRyzRoz+/XTE9Dy0iWb2zitXWumt7eW991n4I4dzTx6tIWzZxvp7a3l99/bPI7T7NlGxsfrOWVKPffvt/Cnn2y0WsmkpDrGxuqZn2/hyZNWLljQQI2mbV3uhIbqGBKi44YNTbRaybIyK6Oj9UxLa1trnz46Dhqk5wsvmPjvf1tosVw5RqtW2eOs17fFQq+3Ua3WctUqs2PsnJxGkmRTExkfr+eQIXXcv9/Cigors7NNBLTcubOZJPnmm43099c6zf/8eSsBLb/8stmjfWj1ajO9vOzb2LChiUqllhcutM3RaCR9fbX861/NncZMCCFuVDddAvLCCy84PR4VFcVnnnmGpOtBaEREhOOAptV//vMf1tTUuB37Wvt7koDMnDmTKSkpTs+fOnWK5eXlJN0nIEFBQTSZTI7HNm7cSABsaGhgTU0NlUol33vvPcfzBoOBt912W6cJCEm++OKLvP322x33PYnvV199RQD85ptvHM9brVbGxcUxMzOz07GmTZvG3/3ud6yvr3e5GY32g4COsV+xYgV79erFpqYmx3YGDRrkSNQ66tg/KyuLYWFhbG5udrSpr6+nRqPhihUrSJIJCQmcMWOG03ZSUlK6PABfs2YNfX19nbZbU1PDwsJCkp7F0V0C0nGfePXVV6nRaBzx8bRN+wQEAAsKChztv/vuOwJgXl7eVa+/dX2t+zNJ1tXVUa1WMzs726ltZmYmY2NjSdr3SY1Gw9WrVzueb2pq4iOPPMK9e/e6zH/16tVOr2dr+4CAAC5fvpwkOXLkSI4bN85pzM2bN1OhUDiSzI4++aSJgJb/939tB7rff2+jQqF1JAeLF5sYHKyjTtd2sPfdd1YqlVpu3mzfH2fONDIlxeC07VOnrCwvtyfHS5aYGBGhY0u74+mNG5uYmWkfY+1as9PBKEm3CQigZV5eW5u6Oht9fLRcssR0OQZ1HDfOeR6bNzdRodDy/Hn7XAYO1HPGjHqnNnPnNlwxAQG03L27beyqKqvTQbYncUpLM1Kl0vLnn9vafPWVPSH45huL4zGrlYyL0zvi405oqM4l5q++2kiNRsvLbwH27atjUlKdU4J11VoAABHcSURBVJsrxejiRRuVSi0/+aTtd83HHzfRy0vLmhqbY+zWBKQ1oTl2zDlZSk42cMIE+zieJCBX2ofaJyAmExkcrOObbzY62v79703UaJwTJyGEuFncdKdgjR492ul+REQE6utdv5oGgAcffBCvv/46nnvuOeTn56O5uRkjRoxAZGSkR2Nda//Otpmfn49Zs2YhNzcXOp0O8fHxuPPOOzvtExsbC19fX8f9Xr16AQB0Oh0qKyths9mQnJzseD4wMPCqr7foKr6FhYXw8fHBuHHjHM8rlUrcc889KC4u7nK7paWlCAwMdLl1FssnnngCBoMBeXl5AOyn/pw6dcqpYEFXjh49iqSkJKhUKsdjAQEBiIuLQ3FxMUiioqLCKW4A8NBDD3W53fHjx0OhUGDs2LFYu3Ytzp49i8jISMepSK26s58CQGJiotP9hIQEmM1mXLhwoVttOho8eLDj5/b7zdWuv9WoUaMcPxcXF6O5uRmTJk1yanPvvfeiqqoKRqMRJ06cgNlsxt133+14Xq1WIzc3FxMnTux0nPZrVqvViI2NRVVVFWw2G4qKityOSRIlJSVut3fypBX+/sBdd7VdUNy3rwJ9+yoc9wsLWzB8uBduu63tsehoJWJilCgutp9G9+CDKuTnt2DWrAbk5lqg0xHx8Urceaf9V2pRUQsSE73h1e665YwMNdau9XOaz6hRV74M75572vbhoCAFEhK8UFZmhc0GFBVZMWmSyqn9vfeqQAIlJVY0NwNVVTYMH+48zogRnl1QPXp0W7+ICPva6uvtpzV5EicAiIvzQkhI+/ha4eMDjBvXtm2l0r7O4uKuT8NKTHReR0KCF8xm4MKFttO+2sfUkxj17q3A2LHe+PzztnOfPvusGSkp3oiMVKCjo0db4OsLDBniHMNhw7yc1n0lV9qH2vP1BR59VI1Nm9rmmJvbjIceUiM42HWOQghxo7vpEhB/f3+n+wqFAqT7UpLvv/8+XnvtNRw4cAATJ05EeHg4Fi9ejBYPa0tea3930tPTsXPnTuh0OmRkZCAiIgLTp0/v8pqD9slHeyTx888/A7AnHe2FhoZe1fy6iq/BYEBTUxN8fX2h0Wgct48++gg//PBDl9uNjY3FwYMHXW779u1z275Pnz64//77Hef85+bmYvTo0V0mau0ZDAYEBQW5PB4YGIj6+noYDAZYLJZuxy0uLg6HDh3CgAEDsHjxYvTv3x8jR47E4cOHndp1Zz8F7MmRu/56vb5bbTpyt++QvOr1twoODnb8bDDYz0G/7777nPaLJ554AgBQU1MDnU7nNGdPKBQK+Pk5H7D7+/tDr9fDZDKhpaUF2dnZTmMOGDAAADrdH+vrCV9f1wO2gIC2xwwGIj+/BRqNzul2+rQNP/xgP9BNT1dj584A6HQ2ZGQYERGhx/TpRvz4o/011ukIT5Z6pYNHhQLo8BLB31+BhgbCZLJf35Gd3eg0zwED9JdjYENDA0HCZc3t19sVf/+2dorLP7buxp7Eyd0aDQaiqQnw9XXu99FHTU793Ok479b56fVt763243kSIwBITVXjH/+wwGwG6uuBvXstmD3bfUEAg4EICFA44tEqMFDhSM48caV9qKPMTB8cP25FSYkVjY3AP/5hwRNPSNECIcTN6bpXwfo1qVQqLFq0CIsWLUJtbS02btyIpUuXIiIiAs8+++wv3l/R8S/SZR0vip06dSqmTp2KhoYG5OXlISsrC5mZmfjiiy+6vUaNRgMAMJmc/4eBVqvt9rauJDg4GBqNBseOHXN5zsur609U/f39MWbMmG6Nl5mZidTUVNTX1yM3NxcLFy7s1lxbD4zbMxgM6NOnD3x87H+4ryZugwcPxubNm2G1WlFQUIClS5di8uTJLheid0fHb0da5976rYWnbTx1LevvqDUZ2bx5s9syutHR0Y4ExN1r0hmSaGhocEpaDAYDbr/9dvj5+Tnen3PmzHHp29k3a/7+ChgMrgd4HQ9gx4zxxgcfuGYQgYFt7/GpU1WYOlWFhgYgL68ZWVkmZGY24IsvAhAernQ7TneRQGOj/RPwVkYjERGhhJ8foFIBixZpMGeO64FoZKQCfn72+bZejN2q/XqvlqdxctdPowGOHQt2ee4Kv0ZcDvBbY9yrl/vxPIkRADzyiBoLFpiwd68FJpN9mw89pHJp3zr/+np7Ytf+V77BQEfy4+5PgbvaCF3tQx0lJXlh6FAvbNvWjMREb4SEKJGSckv/CRdC3MJuum9APFVXV4dPPvkEFou94khkZCSef/55jBo1CqWlpb9K/9ZP3Nt/Iv3jjz86fRq7c+dOx//e8Pf3x8yZMzF37lyP5uTOwIEDAcDpE/j6+nqP/qFgV5/IuzN8+HCYzWZYrVbEx8c7br6+voiKiurexD0wefJkhISEYOXKlTh9+jRSU1M97jts2DAUFRU5qosB9telrKwMd999t6MCWcdvLj7//PMut1tYWIhDhw4BsCdd48aNQ05ODn766SfU1NR0Y3XO9u/f73S/qKgI/v7+iI6O7lYbT13t+t0ZMmQIfHx88OOPPzrtF6GhoQgPD4ePjw/i4uLg5+fntAabzYZx48a5VLZqr317o9GI8vJyxMfHQ6lUIikpCWfPnnUaMyYmBmq1utOkLC7OC83N9lOxWpWWWlFT0/ZeGD7cG5WVVgwYoER8fNtNqQR697YfWe7cacHZs/ZPz/39gZkz1Zg71welpfbtDh3qhcLCFpjb/e+6TZuaMXZsPWyeFaByaF8Vy2gEysqsSEjwglJpPyg9e9bqNM+YGCXUavtBuY8PcMcdSpdTm/btc6381V2exMl9P/tpU1Yrnfr5+gJRUV3/Sdq/33neRUUt8Pe3n/rljicxAoDwcAXGj/dGXp4FO3ZYMHmyCkFB7tcwbJg3zGZ7BbD2Dh1qwd132xOCoCAFTCZ7patWJSXO7a+0D7kzZ44Ptm1rxtatTfjDH9RQ3rJ/wYUQt7pb9teXUqnE008/jSeffBLFxcU4c+YMtmzZgqNHjzpdw/BL9u/Xrx/CwsKwceNGtLS0QK/X449//CNCQkIcbd555x2kpqbiwIEDOHPmDL799lts27bNozm5ExMTg8TERLz66qs4dOgQysrKkJGRgd/85jdd9uvVqxdqampw8OBBnDt3zqOxJkyYgKFDhyI9PR379+/H2bNnsWXLFgwdOhTvvffeVc2/K97e3njsscfwxhtv4OGHH3Z7SlVn5s+fD5PJhDlz5qCiogKlpaWYPXs2goKCHP9vYsaMGfj000+xdetWVFdX45VXXunyegoA+OqrrzBt2jR89tlnqK6uRnFxMVatWoU77rgD/fr1u+q1Xrx4Ea+88gqqq6uRl5eHNWvWYNasWY5vuDxt0x1Xs353goKC8OSTTyI7Oxtbt2517NcTJ050xLq1zO9rr72GTZs24ejRo5g3bx6KiopcrkNp5e3tjZUrV6KgoAAVFRWYP38+ACAtLQ0A8Pzzz2P79u1YuXIlKioqUFxcjIyMDCQnJ3d6vc2UKSoEBtrL0h45YkVBQQvmzzc5nes/b54PjEbi8ccbUFxsRWWlDStWmJGQUIfDh+0H8u+8Y0ZqqhEHDrTgzBkbvv22Bdu2NTuua3jqKR9YLEBamhH//ncLdu604IUXTBg0yKtbB40qFbBiRSMKClpw+rTNUab10Ud9LsfAF9u3W7BypRkVFTYUF1uRkdGA5GQDWkPw6KNq7Nxpwdq1TThxwoq33jLj2DHPr1XojCdxcmfCBBWGDvVCenoD9u9vwdmzNmzZ0oyhQw14772u/9v4xYs2vPJKI6qrbcjLs2DNmibMmqVGV28BT2IE2E/D2rPHgj17Oj/9CgDuv1+Fu+5SYu7cBhw5YkV1tQ1LljSiqMiKZ5+1TyQpyRsksH69ve5yebnNZW1X2ofcSUtT48IFG3bssODxx9vmmJmZ2a1viIUQ4rq7Xle/d+ZKVbD27dvn9HhSUhLnzJlD0rUSUmFhIcePH8/g4GBqNBoOGjSIf/7znzsd+1r7k+Tu3bt555130t/fn/Hx8dy+fTtHjRrlqIBUW1vL2bNnMzw8nGq1mv369eP8+fOp1+tJuq+ClZyc7DTGl19+SQCOSj/l5eUcM2YMfXx82L9/f65bt47z5s1jUlJSp/M8d+4c4+PjqVar+fLLL3sU39b5Z2RkMDQ01BGTt99+u8uYdLcMb3uHDx8mAObn53e7f0FBAZOTk6nRaBgQEMDf//73PHHihON5o9HI2bNn09/fn2FhYVy0aBE3bdpEADQYDO6GocVi4ZIlS3jHHXdQrVYzPDyc06ZN48mTJ0l6tp+6q4KVnZ3NhQsXMjQ0lH5+fkxNTXWqfOZpm45VsCyWtkpD9fbzV7hp06arXn9n67NYLFy+fDn79etHlUrF6OhoPv3006yra6tI1NjYyIULFzIyMpJ+fn4cOXIkv/32W7fzX716Nb29vfmvf/2LiYmJVKvV7N+/P3ft2uU07t/+9jcOHjzY6bU4deqU27m3+vprCxMS6qhSaTlwoJ65uc1MTjbwf/+3rQJTUZG9PK+fn5ZBQVqOHm1wqghVW2vj7NlGhofrqFZr2a+fnvPnNzhVJNq/38Lhw+uo0WjZt6+OixY1sOHyEK1Vptq9PC5VsN5+u5EhIToWFFj4P/9TR7Vay5gYPbdta6vWZI9BEwcPtj8fHq7jtGn1PHWqrVS12UxmZjYwKEjLgAAtU1ONzM21V3Kqre26Clb7+dXXk4CWmza1jX+lOKWlGZmc7Lov1dbamJFhZGiojhqNloMG6fn2240u7doLDdUxO9vEhQsbGBqqo5+ffS3t3gLs21fHpUtNLn2vFCOS1GptVKm0DA7WOcoItx+7tQoWaa9oNX16PYOD7a9/YqK9VHJ7r73WyN69dQwK0jI52cBjx1qcqohdaR9qXwWrvQceqOc99zjHdMSIES5V8oQQ4kamILt5Ho644ZhMJjQ3N+O2225zPJaSkoKQkBB8+umn13Fm1+7FF19EXl4eTpw48Ytv22KxQK/XIzw83PFYTk4OVq1ahUuXLv3i43UmLCwMWVlZWLZs2TW16a4bZf3uvPvuu8jKyrqmgg/i1hIWpkdWlgbLll3dN363gkuXiJgYPdav98eMGfLf2YUQNy+5gu0WMGXKFNTW1uKDDz5AZGQkdu3ahX/+85/YtWvX9Z7aVSsvL8e+ffvw1ltvXdV1CZ54/fXX8eabb2L9+vVISkrC8ePHsWrVKo9L/d7s/tvWn5dnwZQpxus9DdFNpOv1PAqFzk3LWxPZC1otUVlpwzPPmHDXXV545BF78jFoUB1OnXK9mF8IIW50koDcArZs2YJnnnkGDz/8MBoaGhAbG4sNGzZg8uTJ13tqV23YsGEIDg7GX/7yFzz44IO/yhhLliyB2WzGn/70J9TW1iIqKgpz587Fyy+//KuMd6P5b1v/5Mkqtwez4ubz3/Y6fvRRE5YsacTYsd5Yvz7AcR2RJB9CiJuVnIIlhBBCCCGE6DG3bBUsIYQQQgghxI1HEhAhhBBCCCFEj5EERAghhBBCCNFjJAERQgghhBBC9BhJQIQQQgghhBA9RhIQIYQQQgghRI+RBEQIIYQQQgjRYyQBEUIIIYQQQvQYSUCEEEIIIYQQPUYSECGEEEIIIUSPkQRECCGEEEII0WMkARFCCCGEEEL0GElAhBBCCCGEED1GEhAhhBBCCCFEj5EERAghhBBCCNFjJAERQgghhBBC9BhJQIQQQgghhBA9RhIQIYQQQgghRI+RBEQIIYQQQgjRYyQBEUIIIYQQQvQYSUCEEEIIIYQQPUYSECGEEEIIIUSPuSESkGXLlkGj0VzvaeDEiRNQKBQoKCjotE1ubi4UCgV++uknj7Z58uRJKBQKHDp0yON5nDt3DiNGjIBGo8E777yDd999F97e3h7378yCBQvw29/+9pq3899k3bp1UCgUaGlpud5T8VhYWBhWrFhxvafhYvr06ZgwYQIAz95rv5R9+/YhJiYGPj4+OHr06K86Vnp6OsaMGdNlmxv19blW7V/fX0pVVRUUCgW+/vrrX3S7ws7T94bVakXfvn2hUChQXl7u0bajoqKwbNmyX2qqQohbzP8DIfphwWd6WrsAAAAASUVORK5CYII="}, "created": "2022-09-27T20:45:49-07:00", "created_utc": "2022-09-28T03:45:49+00:00", "updated": "2022-09-27T20:45:49-07:00", "updated_utc": "2022-09-28T03:45:49+00:00", "shot_hash": "a8c1236f9396767642c8b18eb29c003e", "slug": "athena-key-does-not-exist"}, {"path": "aws_athena-newline-json.md", "topic": "aws", "title": "Querying newline-delimited JSON logs using AWS Athena", "url": "https://github.com/simonw/til/blob/main/aws/athena-newline-json.md", "body": "I've been writing my Fly logs to S3 in newline-delimited JSON format using the recipe described in [Writing Fly logs to S3](https://til.simonwillison.net/fly/fly-logs-to-s3).\n\nI recently needed to run a search against those logs. I decided to use [AWS Athena](https://aws.amazon.com/athena/).\n\n(Scroll to the bottom for a cunning shortcut using GPT-3.)\n\n## The log format\n\nMy logs are shipped to S3 using [Vector](https://vector.dev/). It actually creates a huge number of tiny gzipped files in my S3 bucket, each one representing just a small number of log lines.\n\nThe contents of one of those files looks like this:\n\n`{\"event\":{\"provider\":\"app\"},\"fly\":{\"app\":{\"instance\":\"0e286551c30586\",\"name\":\"dc-team-52-simon-46d213\"},\"region\":\"sjc\"},\"host\":\"0ad1\",\"log\":{\"level\":\"info\"},\"message\":\"subprocess exited, litestream shutting down\",\"timestamp\":\"2022-09-27T20:34:37.252022967Z\"}\n{\"event\":{\"provider\":\"app\"},\"fly\":{\"app\":{\"instance\":\"0e286551c30586\",\"name\":\"dc-team-52-simon-46d213\"},\"region\":\"sjc\"},\"host\":\"0ad1\",\"log\":{\"level\":\"info\"},\"message\":\"litestream shut down\",\"timestamp\":\"2022-09-27T20:34:37.253080674Z\"}\n{\"event\":{\"provider\":\"runner\"},\"fly\":{\"app\":{\"instance\":\"0e286551c30586\",\"name\":\"dc-team-52-simon-46d213\"},\"region\":\"sjc\"},\"host\":\"0ad1\",\"log\":{\"level\":\"info\"},\"message\":\"machine exited with exit code 0, not restarting\",\"timestamp\":\"2022-09-27T20:34:39.660159411Z\"}`\n\nThis is newline-delimited JSON. Here's the first of those lines pretty-printed for readability:\n\n```json\n{\n  \"event\": {\n    \"provider\": \"app\"\n  },\n  \"fly\": {\n    \"app\": {\n      \"instance\": \"0e286551c30586\",\n      \"name\": \"dc-team-52-simon-46d213\"\n    },\n    \"region\": \"sjc\"\n  },\n  \"host\": \"0ad1\",\n  \"log\": {\n    \"level\": \"info\"\n  },\n  \"message\": \"subprocess exited, litestream shutting down\",\n  \"timestamp\": \"2022-09-27T20:34:37.252022967Z\"\n}\n```\nThe challenge: how to teach Athena how to turn those files into a table I can run queries against?\n\n## Defining an Athena table\n\nThis was by far the hardest thing to figure out.\n\nTo run queries in Athena, you first need to create an external table that tells it how to read the data in your S3 bucket.\n\nI was hoping I could just create a table with a single column full of JSON, and then run queries to extract the data I wanted.\n\nI couldn't figure out how to do that, so instead I figured out how to create a table that matched the schema of my JSON logs.\n\nIn the end, [this example](https://docs.aws.amazon.com/athena/latest/ug/openx-json-serde.html#nested-json-serde-example) in the Athena docs helped me crack it.\n\nHere's my eventual solution:\n```sql\nCREATE EXTERNAL TABLE fly_logs (\n  timestamp string,\n  host string,\n  fly struct<\n    app: struct<\n      instance: string,\n      name: string\n    >,\n    region: string\n  >,\n  log struct<\n    level: string\n  >,\n  message string\n)\nROW FORMAT SERDE 'org.openx.data.jsonserde.JsonSerDe'\nSTORED AS INPUTFORMAT \n  'org.apache.hadoop.mapred.TextInputFormat' \nOUTPUTFORMAT \n  'org.apache.hadoop.hive.ql.io.IgnoreKeyTextOutputFormat'\nLOCATION 's3://datasette-cloud-fly-logs/'\n```\nI ran that in the Athena query editor at https://us-east-1.console.aws.amazon.com/athena/home?region=us-east-1#/query-editor\n\nAs you can see, the key thing here is the section that defines the columns. I'm defining them to exactly match the structure of my JSON logs.\n\nBecause my logs include nested objects, I had to use `struct< ... >` syntax to define some of the columns.\n\nConfusingly, at the base of the column definition columns are defined using `column_name type` - but within a `struct<` that changes to `column_name: type`. If you mix these formats up you get a confusing error message like this one:\n\n> `FAILED: ParseException line 1:164 missing : at 'string' near '<EOF>'`\n\n## Querying the table\n\nOnce the table is defined, running queries is pretty easy. I started with this one:\n\n```sql\nselect * from fly_logs limit 10;\n```\n\n![Screenshot showing the results of that query in the Athena console](https://static.simonwillison.net/static/2022/fly-logs.jpg)\n\nA count worked too:\n\n```sql\nselect count(*) from fly_logs;\n```\n\nTo query nested objects, I used `.` syntax like this:\n\n```sql\nselect timestamp, host, fly.app.name, log.level, message\nfrom fly_logs_two limit 10;\n```\n\nFinally, to search for a specific error message in the logs I ran this query:\n\n```sql\nselect\n  timestamp, host, fly.app.name, log.level, message\nfrom\n  fly_logs_two\nwhere\n  message like '%sqlite3.OperationalError: no such table: _public_tables%'\nlimit 100;\n```\n\n## Generating the configuration using GPT-3\n\nManually converting that JSON into a `CREATE EXTERNAL TABLE` definition is tedious and error-prone.\n\nIt turns out you can instead use the OpenAI GPT-3 language model to do that work for you!\n\nUsing [the playground](https://simonwillison.net/2022/Jun/5/play-with-gpt3/) I tried the following prompt:\n\n```\nwrite an AWS Athena create table statement for querying this JSON data:\n\n{\n  \"event\": {\n    \"provider\": \"app\"\n  },\n  \"fly\": {\n    \"app\": {\n      \"instance\": \"0e286551c30586\",\n      \"name\": \"dc-team-52-simon-46d213\"\n    },\n    \"region\": \"sjc\"\n  },\n  \"host\": \"0ad1\",\n  \"log\": {\n    \"level\": \"info\"\n  },\n  \"message\": \"subprocess exited, litestream shutting down\",\n  \"timestamp\": \"2022-09-27T20:34:37.252022967Z\"\n}\n```\nGPT-3 responded:\n```\nCREATE EXTERNAL TABLE IF NOT EXISTS logs (\n  event struct<provider:string>,\n  fly\n  struct<app:struct<instance:string.name:string>,region:string>\n  host string,\n  log struct<level:string>,\n  message string,\n  timestamp string\n)\nROW FORMAT SERDE\n  'org.openx.data.jsonserde.JsonSerDe'\nLOCATION 's3://bucket/path/to/json/data/';\n```", "html": "<p>I've been writing my Fly logs to S3 in newline-delimited JSON format using the recipe described in <a href=\"https://til.simonwillison.net/fly/fly-logs-to-s3\" rel=\"nofollow\">Writing Fly logs to S3</a>.</p>\n<p>I recently needed to run a search against those logs. I decided to use <a href=\"https://aws.amazon.com/athena/\" rel=\"nofollow\">AWS Athena</a>.</p>\n<p>(Scroll to the bottom for a cunning shortcut using GPT-3.)</p>\n<h2><a id=\"user-content-the-log-format\" class=\"anchor\" aria-hidden=\"true\" href=\"#the-log-format\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>The log format</h2>\n<p>My logs are shipped to S3 using <a href=\"https://vector.dev/\" rel=\"nofollow\">Vector</a>. It actually creates a huge number of tiny gzipped files in my S3 bucket, each one representing just a small number of log lines.</p>\n<p>The contents of one of those files looks like this:</p>\n<p><code>{\"event\":{\"provider\":\"app\"},\"fly\":{\"app\":{\"instance\":\"0e286551c30586\",\"name\":\"dc-team-52-simon-46d213\"},\"region\":\"sjc\"},\"host\":\"0ad1\",\"log\":{\"level\":\"info\"},\"message\":\"subprocess exited, litestream shutting down\",\"timestamp\":\"2022-09-27T20:34:37.252022967Z\"} {\"event\":{\"provider\":\"app\"},\"fly\":{\"app\":{\"instance\":\"0e286551c30586\",\"name\":\"dc-team-52-simon-46d213\"},\"region\":\"sjc\"},\"host\":\"0ad1\",\"log\":{\"level\":\"info\"},\"message\":\"litestream shut down\",\"timestamp\":\"2022-09-27T20:34:37.253080674Z\"} {\"event\":{\"provider\":\"runner\"},\"fly\":{\"app\":{\"instance\":\"0e286551c30586\",\"name\":\"dc-team-52-simon-46d213\"},\"region\":\"sjc\"},\"host\":\"0ad1\",\"log\":{\"level\":\"info\"},\"message\":\"machine exited with exit code 0, not restarting\",\"timestamp\":\"2022-09-27T20:34:39.660159411Z\"}</code></p>\n<p>This is newline-delimited JSON. Here's the first of those lines pretty-printed for readability:</p>\n<div class=\"highlight highlight-source-json\"><pre>{\n  <span class=\"pl-ent\">\"event\"</span>: {\n    <span class=\"pl-ent\">\"provider\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>app<span class=\"pl-pds\">\"</span></span>\n  },\n  <span class=\"pl-ent\">\"fly\"</span>: {\n    <span class=\"pl-ent\">\"app\"</span>: {\n      <span class=\"pl-ent\">\"instance\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>0e286551c30586<span class=\"pl-pds\">\"</span></span>,\n      <span class=\"pl-ent\">\"name\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>dc-team-52-simon-46d213<span class=\"pl-pds\">\"</span></span>\n    },\n    <span class=\"pl-ent\">\"region\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>sjc<span class=\"pl-pds\">\"</span></span>\n  },\n  <span class=\"pl-ent\">\"host\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>0ad1<span class=\"pl-pds\">\"</span></span>,\n  <span class=\"pl-ent\">\"log\"</span>: {\n    <span class=\"pl-ent\">\"level\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>info<span class=\"pl-pds\">\"</span></span>\n  },\n  <span class=\"pl-ent\">\"message\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>subprocess exited, litestream shutting down<span class=\"pl-pds\">\"</span></span>,\n  <span class=\"pl-ent\">\"timestamp\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>2022-09-27T20:34:37.252022967Z<span class=\"pl-pds\">\"</span></span>\n}</pre></div>\n<p>The challenge: how to teach Athena how to turn those files into a table I can run queries against?</p>\n<h2><a id=\"user-content-defining-an-athena-table\" class=\"anchor\" aria-hidden=\"true\" href=\"#defining-an-athena-table\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Defining an Athena table</h2>\n<p>This was by far the hardest thing to figure out.</p>\n<p>To run queries in Athena, you first need to create an external table that tells it how to read the data in your S3 bucket.</p>\n<p>I was hoping I could just create a table with a single column full of JSON, and then run queries to extract the data I wanted.</p>\n<p>I couldn't figure out how to do that, so instead I figured out how to create a table that matched the schema of my JSON logs.</p>\n<p>In the end, <a href=\"https://docs.aws.amazon.com/athena/latest/ug/openx-json-serde.html#nested-json-serde-example\" rel=\"nofollow\">this example</a> in the Athena docs helped me crack it.</p>\n<p>Here's my eventual solution:</p>\n<div class=\"highlight highlight-source-sql\"><pre>CREATE EXTERNAL TABLE fly_logs (\n  <span class=\"pl-k\">timestamp</span> string,\n  host string,\n  fly struct<span class=\"pl-k\">&lt;</span>\n    app: struct<span class=\"pl-k\">&lt;</span>\n      instance: string,\n      name: string\n    <span class=\"pl-k\">&gt;</span>,\n    region: string\n  <span class=\"pl-k\">&gt;</span>,\n  log struct<span class=\"pl-k\">&lt;</span>\n    level: string\n  <span class=\"pl-k\">&gt;</span>,\n  message string\n)\nROW FORMAT SERDE <span class=\"pl-s\"><span class=\"pl-pds\">'</span>org.openx.data.jsonserde.JsonSerDe<span class=\"pl-pds\">'</span></span>\nSTORED <span class=\"pl-k\">AS</span> INPUTFORMAT \n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>org.apache.hadoop.mapred.TextInputFormat<span class=\"pl-pds\">'</span></span> \nOUTPUTFORMAT \n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>org.apache.hadoop.hive.ql.io.IgnoreKeyTextOutputFormat<span class=\"pl-pds\">'</span></span>\nLOCATION <span class=\"pl-s\"><span class=\"pl-pds\">'</span>s3://datasette-cloud-fly-logs/<span class=\"pl-pds\">'</span></span></pre></div>\n<p>I ran that in the Athena query editor at <a href=\"https://us-east-1.console.aws.amazon.com/athena/home?region=us-east-1#/query-editor\" rel=\"nofollow\">https://us-east-1.console.aws.amazon.com/athena/home?region=us-east-1#/query-editor</a></p>\n<p>As you can see, the key thing here is the section that defines the columns. I'm defining them to exactly match the structure of my JSON logs.</p>\n<p>Because my logs include nested objects, I had to use <code>struct&lt; ... &gt;</code> syntax to define some of the columns.</p>\n<p>Confusingly, at the base of the column definition columns are defined using <code>column_name type</code> - but within a <code>struct&lt;</code> that changes to <code>column_name: type</code>. If you mix these formats up you get a confusing error message like this one:</p>\n<blockquote>\n<p><code>FAILED: ParseException line 1:164 missing : at 'string' near '&lt;EOF&gt;'</code></p>\n</blockquote>\n<h2><a id=\"user-content-querying-the-table\" class=\"anchor\" aria-hidden=\"true\" href=\"#querying-the-table\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Querying the table</h2>\n<p>Once the table is defined, running queries is pretty easy. I started with this one:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span> <span class=\"pl-k\">*</span> <span class=\"pl-k\">from</span> fly_logs <span class=\"pl-k\">limit</span> <span class=\"pl-c1\">10</span>;</pre></div>\n<p><a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://camo.githubusercontent.com/3b43d42114c33ab313ed409fb638a0fc1cc2967d40d0afcfe8a354120c5e7ff0/68747470733a2f2f7374617469632e73696d6f6e77696c6c69736f6e2e6e65742f7374617469632f323032322f666c792d6c6f67732e6a7067\"><img src=\"https://camo.githubusercontent.com/3b43d42114c33ab313ed409fb638a0fc1cc2967d40d0afcfe8a354120c5e7ff0/68747470733a2f2f7374617469632e73696d6f6e77696c6c69736f6e2e6e65742f7374617469632f323032322f666c792d6c6f67732e6a7067\" alt=\"Screenshot showing the results of that query in the Athena console\" data-canonical-src=\"https://static.simonwillison.net/static/2022/fly-logs.jpg\" style=\"max-width: 100%;\"></a></p>\n<p>A count worked too:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span> <span class=\"pl-c1\">count</span>(<span class=\"pl-k\">*</span>) <span class=\"pl-k\">from</span> fly_logs;</pre></div>\n<p>To query nested objects, I used <code>.</code> syntax like this:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span> <span class=\"pl-k\">timestamp</span>, host, <span class=\"pl-c1\">fly</span>.<span class=\"pl-c1\">app</span>.name, <span class=\"pl-c1\">log</span>.<span class=\"pl-c1\">level</span>, message\n<span class=\"pl-k\">from</span> fly_logs_two <span class=\"pl-k\">limit</span> <span class=\"pl-c1\">10</span>;</pre></div>\n<p>Finally, to search for a specific error message in the logs I ran this query:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span>\n  <span class=\"pl-k\">timestamp</span>, host, <span class=\"pl-c1\">fly</span>.<span class=\"pl-c1\">app</span>.name, <span class=\"pl-c1\">log</span>.<span class=\"pl-c1\">level</span>, message\n<span class=\"pl-k\">from</span>\n  fly_logs_two\n<span class=\"pl-k\">where</span>\n  message <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%sqlite3.OperationalError: no such table: _public_tables%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">limit</span> <span class=\"pl-c1\">100</span>;</pre></div>\n<h2><a id=\"user-content-generating-the-configuration-using-gpt-3\" class=\"anchor\" aria-hidden=\"true\" href=\"#generating-the-configuration-using-gpt-3\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Generating the configuration using GPT-3</h2>\n<p>Manually converting that JSON into a <code>CREATE EXTERNAL TABLE</code> definition is tedious and error-prone.</p>\n<p>It turns out you can instead use the OpenAI GPT-3 language model to do that work for you!</p>\n<p>Using <a href=\"https://simonwillison.net/2022/Jun/5/play-with-gpt3/\" rel=\"nofollow\">the playground</a> I tried the following prompt:</p>\n<pre><code>write an AWS Athena create table statement for querying this JSON data:\n\n{\n  \"event\": {\n    \"provider\": \"app\"\n  },\n  \"fly\": {\n    \"app\": {\n      \"instance\": \"0e286551c30586\",\n      \"name\": \"dc-team-52-simon-46d213\"\n    },\n    \"region\": \"sjc\"\n  },\n  \"host\": \"0ad1\",\n  \"log\": {\n    \"level\": \"info\"\n  },\n  \"message\": \"subprocess exited, litestream shutting down\",\n  \"timestamp\": \"2022-09-27T20:34:37.252022967Z\"\n}\n</code></pre>\n<p>GPT-3 responded:</p>\n<pre><code>CREATE EXTERNAL TABLE IF NOT EXISTS logs (\n  event struct&lt;provider:string&gt;,\n  fly\n  struct&lt;app:struct&lt;instance:string.name:string&gt;,region:string&gt;\n  host string,\n  log struct&lt;level:string&gt;,\n  message string,\n  timestamp string\n)\nROW FORMAT SERDE\n  'org.openx.data.jsonserde.JsonSerDe'\nLOCATION 's3://bucket/path/to/json/data/';\n</code></pre>\n", "shot": {"$base64": true, "encoded": 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"created": "2022-10-06T16:35:55-07:00", "created_utc": "2022-10-06T23:35:55+00:00", "updated": "2022-10-07T07:51:40-07:00", "updated_utc": "2022-10-07T14:51:40+00:00", "shot_hash": "bff09038069ba066cdbe1e832a7f1c6e", "slug": "athena-newline-json"}, {"path": "aws_boto-command-line.md", "topic": "aws", "title": "Using boto3 from the command line", "url": "https://github.com/simonw/til/blob/main/aws/boto-command-line.md", "body": "I found a useful pattern today for automating more complex AWS processes as pastable command line snippets, using [Boto3](https://aws.amazon.com/sdk-for-python/).\n\nThe trick is to take advantage of the fact that `python3 -c '...'` lets you pass in a multi-line Python string which will be executed directly.\n\nI used that to create a new IAM role by running the following:\n```bash\npython3 -c '\nimport boto3, json\n\niam = boto3.client(\"iam\")\ncreate_role_response = iam.create_role(\n    Description=(\"Description of my role\"),\n    RoleName=\"my-new-role\",\n    AssumeRolePolicyDocument=json.dumps(\n        {\n            \"Version\": \"2012-10-17\",\n            \"Statement\": [\n                {\n                    \"Effect\": \"Allow\",\n                    \"Principal\": {\n                        \"AWS\": \"arn:aws:iam::462092780466:user/s3.read-write.my-previously-created-user\"\n                    },\n                    \"Action\": \"sts:AssumeRole\",\n                }\n            ],\n        }\n    ),\n    MaxSessionDuration=12 * 60 * 60,\n)\n# Attach AmazonS3FullAccess to it - note that even though we use full access\n# on the role itself any time we call sts.assume_role() we attach an additional\n# policy to ensure reduced access for the temporary credentials\niam.attach_role_policy(\n    RoleName=\"my-new-role\",\n    PolicyArn=\"arn:aws:iam::aws:policy/AmazonS3FullAccess\",\n)\nprint(create_role_response[\"Role\"][\"Arn\"])\n'\n```", "html": "<p>I found a useful pattern today for automating more complex AWS processes as pastable command line snippets, using <a href=\"https://aws.amazon.com/sdk-for-python/\" rel=\"nofollow\">Boto3</a>.</p>\n<p>The trick is to take advantage of the fact that <code>python3 -c '...'</code> lets you pass in a multi-line Python string which will be executed directly.</p>\n<p>I used that to create a new IAM role by running the following:</p>\n<div class=\"highlight highlight-source-shell\"><pre>python3 -c <span class=\"pl-s\"><span class=\"pl-pds\">'</span></span>\n<span class=\"pl-s\">import boto3, json</span>\n<span class=\"pl-s\"></span>\n<span class=\"pl-s\">iam = boto3.client(\"iam\")</span>\n<span class=\"pl-s\">create_role_response = iam.create_role(</span>\n<span class=\"pl-s\">    Description=(\"Description of my role\"),</span>\n<span class=\"pl-s\">    RoleName=\"my-new-role\",</span>\n<span class=\"pl-s\">    AssumeRolePolicyDocument=json.dumps(</span>\n<span class=\"pl-s\">        {</span>\n<span class=\"pl-s\">            \"Version\": \"2012-10-17\",</span>\n<span class=\"pl-s\">            \"Statement\": [</span>\n<span class=\"pl-s\">                {</span>\n<span class=\"pl-s\">                    \"Effect\": \"Allow\",</span>\n<span class=\"pl-s\">                    \"Principal\": {</span>\n<span class=\"pl-s\">                        \"AWS\": \"arn:aws:iam::462092780466:user/s3.read-write.my-previously-created-user\"</span>\n<span class=\"pl-s\">                    },</span>\n<span class=\"pl-s\">                    \"Action\": \"sts:AssumeRole\",</span>\n<span class=\"pl-s\">                }</span>\n<span class=\"pl-s\">            ],</span>\n<span class=\"pl-s\">        }</span>\n<span class=\"pl-s\">    ),</span>\n<span class=\"pl-s\">    MaxSessionDuration=12 * 60 * 60,</span>\n<span class=\"pl-s\">)</span>\n<span class=\"pl-s\"># Attach AmazonS3FullAccess to it - note that even though we use full access</span>\n<span class=\"pl-s\"># on the role itself any time we call sts.assume_role() we attach an additional</span>\n<span class=\"pl-s\"># policy to ensure reduced access for the temporary credentials</span>\n<span class=\"pl-s\">iam.attach_role_policy(</span>\n<span class=\"pl-s\">    RoleName=\"my-new-role\",</span>\n<span class=\"pl-s\">    PolicyArn=\"arn:aws:iam::aws:policy/AmazonS3FullAccess\",</span>\n<span class=\"pl-s\">)</span>\n<span class=\"pl-s\">print(create_role_response[\"Role\"][\"Arn\"])</span>\n<span class=\"pl-s\"><span class=\"pl-pds\">'</span></span></pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-08-02T20:34:27-07:00", "created_utc": "2022-08-03T03:34:27+00:00", "updated": "2022-08-02T20:34:27-07:00", "updated_utc": "2022-08-03T03:34:27+00:00", "shot_hash": "be4e6236df967f2d6d68f8caaf400be9", "slug": "boto-command-line"}, {"path": "aws_helper-for-boto-aws-pagination.md", "topic": "aws", "title": "Helper function for pagination using AWS boto3", "url": "https://github.com/simonw/til/blob/main/aws/helper-for-boto-aws-pagination.md", "body": "I noticed that a lot of my boto3 code in [s3-credentials](https://github.com/simonw/s3-credentials) looked like this:\n\n```python\npaginator = iam.get_paginator(\"list_user_policies\")\nfor response in paginator.paginate(UserName=username):\n    for policy_name in response[\"PolicyNames\"]:\n        print(policy_name)\n```\nThis was enough verbosity that I was hesitating on implementing pagination properly for some method calls.\n\nI came up with this helper function to use instead:\n\n```python\ndef paginate(service, method, list_key, **kwargs):\n    paginator = service.get_paginator(method)\n    for response in paginator.paginate(**kwargs):\n        yield from response[list_key]\n```\nNow the above becomes:\n```python\nfor policy_name in paginate(iam, \"list_user_policies\", \"PolicyNames\", UserName=username):\n    print(policy_name)\n```\nHere's [the issue](https://github.com/simonw/s3-credentials/issues/63) and the [refactoring commit](https://github.com/simonw/s3-credentials/commit/fc1e06ca3ffa2c73e196cffe741ef4e950204240).", "html": "<p>I noticed that a lot of my boto3 code in <a href=\"https://github.com/simonw/s3-credentials\">s3-credentials</a> looked like this:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-s1\">paginator</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">iam</span>.<span class=\"pl-en\">get_paginator</span>(<span class=\"pl-s\">\"list_user_policies\"</span>)\n<span class=\"pl-k\">for</span> <span class=\"pl-s1\">response</span> <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">paginator</span>.<span class=\"pl-en\">paginate</span>(<span class=\"pl-v\">UserName</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">username</span>):\n    <span class=\"pl-k\">for</span> <span class=\"pl-s1\">policy_name</span> <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">response</span>[<span class=\"pl-s\">\"PolicyNames\"</span>]:\n        <span class=\"pl-en\">print</span>(<span class=\"pl-s1\">policy_name</span>)</pre></div>\n<p>This was enough verbosity that I was hesitating on implementing pagination properly for some method calls.</p>\n<p>I came up with this helper function to use instead:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">def</span> <span class=\"pl-en\">paginate</span>(<span class=\"pl-s1\">service</span>, <span class=\"pl-s1\">method</span>, <span class=\"pl-s1\">list_key</span>, <span class=\"pl-c1\">**</span><span class=\"pl-s1\">kwargs</span>):\n    <span class=\"pl-s1\">paginator</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">service</span>.<span class=\"pl-en\">get_paginator</span>(<span class=\"pl-s1\">method</span>)\n    <span class=\"pl-k\">for</span> <span class=\"pl-s1\">response</span> <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">paginator</span>.<span class=\"pl-en\">paginate</span>(<span class=\"pl-c1\">**</span><span class=\"pl-s1\">kwargs</span>):\n        <span class=\"pl-k\">yield</span> <span class=\"pl-k\">from</span> <span class=\"pl-s1\">response</span>[<span class=\"pl-s1\">list_key</span>]</pre></div>\n<p>Now the above becomes:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">for</span> <span class=\"pl-s1\">policy_name</span> <span class=\"pl-c1\">in</span> <span class=\"pl-en\">paginate</span>(<span class=\"pl-s1\">iam</span>, <span class=\"pl-s\">\"list_user_policies\"</span>, <span class=\"pl-s\">\"PolicyNames\"</span>, <span class=\"pl-v\">UserName</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">username</span>):\n    <span class=\"pl-en\">print</span>(<span class=\"pl-s1\">policy_name</span>)</pre></div>\n<p>Here's <a href=\"https://github.com/simonw/s3-credentials/issues/63\">the issue</a> and the <a href=\"https://github.com/simonw/s3-credentials/commit/fc1e06ca3ffa2c73e196cffe741ef4e950204240\">refactoring commit</a>.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-01-19T11:49:58-08:00", "created_utc": "2022-01-19T19:49:58+00:00", "updated": "2022-01-19T11:49:58-08:00", "updated_utc": "2022-01-19T19:49:58+00:00", "shot_hash": "c6247a16c6d08af6de0042edcc3e518d", "slug": "helper-for-boto-aws-pagination"}, {"path": "aws_instance-costs-per-month.md", "topic": "aws", "title": "Display EC2 instance costs per month", "url": "https://github.com/simonw/til/blob/main/aws/instance-costs-per-month.md", "body": "The [EC2 pricing page](https://aws.amazon.com/ec2/pricing/on-demand/) shows cost per hour, which is pretty much useless. I want cost per month. The following JavaScript, pasted into the browser developer console, modifies the page to show cost-per-month instead.\n\n```javascript\nArray.from(\n    document.querySelectorAll('td')\n).filter(\n    el => el.textContent.toLowerCase().includes('per hour')\n).forEach(\n    el => el.textContent = '$' + (parseFloat(\n        /\\d+\\.\\d+/.exec(el.textContent)[0]\n    ) * 24 * 30).toFixed(2) + ' per month'\n)\n```", "html": "<p>The <a href=\"https://aws.amazon.com/ec2/pricing/on-demand/\" rel=\"nofollow\">EC2 pricing page</a> shows cost per hour, which is pretty much useless. I want cost per month. The following JavaScript, pasted into the browser developer console, modifies the page to show cost-per-month instead.</p>\n<div class=\"highlight highlight-source-js\"><pre><span class=\"pl-v\">Array</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">from</span><span class=\"pl-kos\">(</span>\n    <span class=\"pl-smi\">document</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">querySelectorAll</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">'td'</span><span class=\"pl-kos\">)</span>\n<span class=\"pl-kos\">)</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">filter</span><span class=\"pl-kos\">(</span>\n    <span class=\"pl-s1\">el</span> <span class=\"pl-c1\">=&gt;</span> <span class=\"pl-s1\">el</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">textContent</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">toLowerCase</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">includes</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">'per hour'</span><span class=\"pl-kos\">)</span>\n<span class=\"pl-kos\">)</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">forEach</span><span class=\"pl-kos\">(</span>\n    <span class=\"pl-s1\">el</span> <span class=\"pl-c1\">=&gt;</span> <span class=\"pl-s1\">el</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">textContent</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s\">'$'</span> <span class=\"pl-c1\">+</span> <span class=\"pl-kos\">(</span><span class=\"pl-en\">parseFloat</span><span class=\"pl-kos\">(</span>\n        <span class=\"pl-pds\">/<span class=\"pl-cce\">\\d</span><span class=\"pl-c1\">+</span><span class=\"pl-cce\">\\.</span><span class=\"pl-cce\">\\d</span><span class=\"pl-c1\">+</span>/</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">exec</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">el</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">textContent</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">[</span><span class=\"pl-c1\">0</span><span class=\"pl-kos\">]</span>\n    <span class=\"pl-kos\">)</span> * <span class=\"pl-c1\">24</span> * <span class=\"pl-c1\">30</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">toFixed</span><span class=\"pl-kos\">(</span><span class=\"pl-c1\">2</span><span class=\"pl-kos\">)</span> <span class=\"pl-c1\">+</span> <span class=\"pl-s\">' per month'</span>\n<span class=\"pl-kos\">)</span></pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-09-06T19:43:29-07:00", "created_utc": "2020-09-07T02:43:29+00:00", "updated": "2020-09-06T19:43:29-07:00", "updated_utc": "2020-09-07T02:43:29+00:00", "shot_hash": "47d56d5c931266cac22ae86df8d494cf", "slug": "instance-costs-per-month"}, {"path": "aws_ocr-pdf-textract.md", "topic": "aws", "title": "Running OCR against a PDF file with AWS Textract", "url": "https://github.com/simonw/til/blob/main/aws/ocr-pdf-textract.md", "body": "[Textract](https://aws.amazon.com/textract/) is the AWS OCR API. It's very good - I've fed it hand-written notes from the 1890s and it read them better than I could.\n\nIt can be run directly against JPEG or PNG images up to 5MB, but if you want to run OCR against a PDF file you have to first upload it to an S3 bucket.\n\n**Update 30th June 2022**: I used what I learned in this TIL [to build s3-ocr](https://simonwillison.net/2022/Jun/30/s3-ocr/), a command line utility for running OCR against PDFs in an S3 bucket.\n\n## Try it out first\n\nYou don't need to use the API at all to try Textract out against a document: they offer a demo tool in the AWS console:\n\nhttps://us-west-1.console.aws.amazon.com/textract/home?region=us-west-1#/demo\n\n<img alt=\"Screenshot of the demo interface showing uploaded image and resulting text\" src=\"https://user-images.githubusercontent.com/9599/176274424-441aee18-8e8c-44bf-9748-f53e33e3fa76.png\" width=\"600\">\n\n## Limits\n\nRelevant [limits](https://docs.aws.amazon.com/textract/latest/dg/limits.html) for PDF files:\n\n> For asynchronous operations, JPEG and PNG files have a 10MB size limit. PDF and TIFF files have a 500MB limit. PDF and TIFF files have a limit of 3,000 pages.\n>\n> For PDFs: The maximum height and width is 40 inches and 2880 points. PDFs cannot be password protected. PDFs can contain JPEG 2000 formatted images.\n\n## Uploading to S3\n\nI used my [s3-credentials](https://github.com/simonw/s3-credentials/) tool to create an S3 bucket with credentials for uploading files to it:\n\n```\n~ % s3-credentials create sfms-history -c\nCreated bucket: sfms-history\nCreated  user: 's3.read-write.sfms-history' with permissions boundary: 'arn:aws:iam::aws:policy/AmazonS3FullAccess'\nAttached policy s3.read-write.sfms-history to user s3.read-write.sfms-history\nCreated access key for user: s3.read-write.sfms-history\n{\n    \"UserName\": \"s3.read-write.sfms-history\",\n    \"AccessKeyId\": \"AKIAWXFXAIOZBOQM4XUH\",\n    \"Status\": \"Active\",\n    \"SecretAccessKey\": \"...\",\n    \"CreateDate\": \"2022-06-28 17:55:10+00:00\"\n}\n```\nI stored the secret access key in 1Password, then used it in [Transmit](https://panic.com/transmit/) to upload the PDF files.\n\n## Starting a text detection job\n\nFor PDFs you need to run in async mode, where you get back a job ID and then poll for completion.\n\nYou can ask it to send you notifications via an SNS queue too, but this is optional. You can ignore SNS entirely, which is what I did.\n\nTo start the job, provide it with the bucket and the name of the file to process:\n\n```python\nimport boto3\n\ntextract = boto3.client(\"textract\")\nresponse = textract.start_document_text_detection(\n    DocumentLocation={\n        'S3Object': {\n            'Bucket': \"sfms-history\",\n            'Name': \"Meetings and Minutes/Minutes/1946-1949/1946-10-04_SFMS_MeetingMinutes.pdf\"\n        }\n    }\n)\njob_id = response[\"JobId\"]\n```\n\n## Polling for completion\n\nYou can then use that `job_id` to poll for completion. The `textract.get_document_text_detection` call returns a `JobStatus` key of `IN_PROGRESS` if it is still processing.\n\nHere's a function I wrote to poll for completion:\n```python\nimport time\n\ndef poll_until_done(job_id):\n    while True:\n        response = textract.get_document_text_detection(JobId=job_id)\n        status = response[\"JobStatus\"]\n        if status != \"IN_PROGRESS\":\n            return response\n        print(\".\", end=\"\")\n        time.sleep(10)\n\n# Usage, given a response from textract.start_document_text_detection:\ncompletion_response = poll_until_done(response[\"JobId\"])\n```\nThis can take a surprisingly long time - it took seven minutes for a 6 page typewritten PDF file for me, and ten minutes for a 56 page handwritten one.\n\nI was wondering how long you have to retrieve the results of a job. The [get_document_text_detection()](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/textract.html#Textract.Client.get_document_text_detection) documentation says:\n\n> A `JobId` value is only valid for 7 days.\n\n## Fetching the results\n\nThe response that you get back at the end is paginated. Here's a function to gather all of the \"blocks\" of text that it detected across multiple pages:\n\n```python\ndef get_all_blocks(job_id):\n    blocks = []\n    next_token = None\n    first = True\n    while first or next_token:\n        first = False\n        kwargs = {\"JobId\": job_id}\n        if next_token:\n            kwargs[\"NextToken\"] = next_token\n        response = textract.get_document_text_detection(**kwargs)\n        blocks.extend(response[\"Blocks\"])\n        next_token = response.get(\"NextToken\")\n    return blocks\n```\n(I could have used [this boto3 pagination trick](https://til.simonwillison.net/aws/helper-for-boto-aws-pagination) instead.)\n\nBlocks come in three types: `LINE`, `WORD`, and `PAGE`. The `PAGE` blocks do not contain any text, just indications of which lines and words were on the page. The `LINE` and `WORD` blocks duplicate each other - you probably just want the `LINE` blocks.\n\nHere's an example of a `LINE` block:\n\n```json\n{\n  \"BlockType\": \"LINE\",\n  \"Confidence\": 90.4699478149414,\n  \"Text\": \"1\",\n  \"Geometry\": {\n    \"BoundingBox\": {\n      \"Width\": 0.00758015550673008,\n      \"Height\": 0.011477531865239143,\n      \"Left\": 0.9904273152351379,\n      \"Top\": 0.00909337680786848\n    },\n    \"Polygon\": [\n      {\n        \"X\": 0.9904273152351379,\n        \"Y\": 0.00909337680786848\n      },\n      {\n        \"X\": 0.9980074763298035,\n        \"Y\": 0.00909337680786848\n      },\n      {\n        \"X\": 0.9980074763298035,\n        \"Y\": 0.0205709096044302\n      },\n      {\n        \"X\": 0.9904273152351379,\n        \"Y\": 0.0205709096044302\n      }\n    ]\n  },\n  \"Id\": \"6b04b8df-bec1-42d3-bfff-29f0edd38976\",\n  \"Relationships\": [\n    {\n      \"Type\": \"CHILD\",\n      \"Ids\": [\n        \"58890ca7-5ed5-4b14-ad60-475e5d0dd79e\"\n      ]\n    }\n  ],\n  \"Page\": 1\n}\n```\nI found that joining together those lines on a `\\n` gave me the results I needed:\n```python\nprint(\"\\n\".join([block[\"Text\"] for block in blocks if block[\"BlockType\"] == \"LINE\"]))\n```\nTruncated output:\n```\n1\nORGANIZATION MEETING\nof the\nSAN FRANCISCO MICROSCOPICAL SOCIETY\nOctober 4, 1946\nThe meeting ws.s held at 8:00 P.M. on October 4, 1946, in the\nAuditorium of the San Francisco Department of Health, 101 Grove Street,\nSan Francisco.\nChairman George Herbert Needham called the audience of sixty-\nfive persons to order. He told of the high aims, ideals, and fine fellow-\nship enjoyed by the original society which was organized in 1870 and incor-\nporated in 1872, but which was dissolved following the San Francisco fire\nof 1906. He related his efforts to find a surviving member which finally\nresulted in a telegram of greeting from Dr. Kaspar Pischell of Ross, Cali-\nfornia, which read as follows:\n\"BEST WISHES AT THIS REUNION. I AM SORRY I CANNOT BE WITH YOU.\"\n```", "html": "<p><a href=\"https://aws.amazon.com/textract/\" rel=\"nofollow\">Textract</a> is the AWS OCR API. It's very good - I've fed it hand-written notes from the 1890s and it read them better than I could.</p>\n<p>It can be run directly against JPEG or PNG images up to 5MB, but if you want to run OCR against a PDF file you have to first upload it to an S3 bucket.</p>\n<p><strong>Update 30th June 2022</strong>: I used what I learned in this TIL <a href=\"https://simonwillison.net/2022/Jun/30/s3-ocr/\" rel=\"nofollow\">to build s3-ocr</a>, a command line utility for running OCR against PDFs in an S3 bucket.</p>\n<h2>\n<a id=\"user-content-try-it-out-first\" class=\"anchor\" href=\"#try-it-out-first\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Try it out first</h2>\n<p>You don't need to use the API at all to try Textract out against a document: they offer a demo tool in the AWS console:</p>\n<p><a href=\"https://us-west-1.console.aws.amazon.com/textract/home?region=us-west-1#/demo\" rel=\"nofollow\">https://us-west-1.console.aws.amazon.com/textract/home?region=us-west-1#/demo</a></p>\n<p><a href=\"https://user-images.githubusercontent.com/9599/176274424-441aee18-8e8c-44bf-9748-f53e33e3fa76.png\" target=\"_blank\" rel=\"nofollow\"><img alt=\"Screenshot of the demo interface showing uploaded image and resulting text\" src=\"https://user-images.githubusercontent.com/9599/176274424-441aee18-8e8c-44bf-9748-f53e33e3fa76.png\" width=\"600\" style=\"max-width:100%;\"></a></p>\n<h2>\n<a id=\"user-content-limits\" class=\"anchor\" href=\"#limits\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Limits</h2>\n<p>Relevant <a href=\"https://docs.aws.amazon.com/textract/latest/dg/limits.html\" rel=\"nofollow\">limits</a> for PDF files:</p>\n<blockquote>\n<p>For asynchronous operations, JPEG and PNG files have a 10MB size limit. PDF and TIFF files have a 500MB limit. PDF and TIFF files have a limit of 3,000 pages.</p>\n<p>For PDFs: The maximum height and width is 40 inches and 2880 points. PDFs cannot be password protected. PDFs can contain JPEG 2000 formatted images.</p>\n</blockquote>\n<h2>\n<a id=\"user-content-uploading-to-s3\" class=\"anchor\" href=\"#uploading-to-s3\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Uploading to S3</h2>\n<p>I used my <a href=\"https://github.com/simonw/s3-credentials/\">s3-credentials</a> tool to create an S3 bucket with credentials for uploading files to it:</p>\n<pre><code>~ % s3-credentials create sfms-history -c\nCreated bucket: sfms-history\nCreated  user: 's3.read-write.sfms-history' with permissions boundary: 'arn:aws:iam::aws:policy/AmazonS3FullAccess'\nAttached policy s3.read-write.sfms-history to user s3.read-write.sfms-history\nCreated access key for user: s3.read-write.sfms-history\n{\n    \"UserName\": \"s3.read-write.sfms-history\",\n    \"AccessKeyId\": \"AKIAWXFXAIOZBOQM4XUH\",\n    \"Status\": \"Active\",\n    \"SecretAccessKey\": \"...\",\n    \"CreateDate\": \"2022-06-28 17:55:10+00:00\"\n}\n</code></pre>\n<p>I stored the secret access key in 1Password, then used it in <a href=\"https://panic.com/transmit/\" rel=\"nofollow\">Transmit</a> to upload the PDF files.</p>\n<h2>\n<a id=\"user-content-starting-a-text-detection-job\" class=\"anchor\" href=\"#starting-a-text-detection-job\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Starting a text detection job</h2>\n<p>For PDFs you need to run in async mode, where you get back a job ID and then poll for completion.</p>\n<p>You can ask it to send you notifications via an SNS queue too, but this is optional. You can ignore SNS entirely, which is what I did.</p>\n<p>To start the job, provide it with the bucket and the name of the file to process:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">import</span> <span class=\"pl-s1\">boto3</span>\n\n<span class=\"pl-s1\">textract</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">boto3</span>.<span class=\"pl-en\">client</span>(<span class=\"pl-s\">\"textract\"</span>)\n<span class=\"pl-s1\">response</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">textract</span>.<span class=\"pl-en\">start_document_text_detection</span>(\n    <span class=\"pl-v\">DocumentLocation</span><span class=\"pl-c1\">=</span>{\n        <span class=\"pl-s\">'S3Object'</span>: {\n            <span class=\"pl-s\">'Bucket'</span>: <span class=\"pl-s\">\"sfms-history\"</span>,\n            <span class=\"pl-s\">'Name'</span>: <span class=\"pl-s\">\"Meetings and Minutes/Minutes/1946-1949/1946-10-04_SFMS_MeetingMinutes.pdf\"</span>\n        }\n    }\n)\n<span class=\"pl-s1\">job_id</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">response</span>[<span class=\"pl-s\">\"JobId\"</span>]</pre></div>\n<h2>\n<a id=\"user-content-polling-for-completion\" class=\"anchor\" href=\"#polling-for-completion\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Polling for completion</h2>\n<p>You can then use that <code>job_id</code> to poll for completion. The <code>textract.get_document_text_detection</code> call returns a <code>JobStatus</code> key of <code>IN_PROGRESS</code> if it is still processing.</p>\n<p>Here's a function I wrote to poll for completion:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">import</span> <span class=\"pl-s1\">time</span>\n\n<span class=\"pl-k\">def</span> <span class=\"pl-en\">poll_until_done</span>(<span class=\"pl-s1\">job_id</span>):\n    <span class=\"pl-k\">while</span> <span class=\"pl-c1\">True</span>:\n        <span class=\"pl-s1\">response</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">textract</span>.<span class=\"pl-en\">get_document_text_detection</span>(<span class=\"pl-v\">JobId</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">job_id</span>)\n        <span class=\"pl-s1\">status</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">response</span>[<span class=\"pl-s\">\"JobStatus\"</span>]\n        <span class=\"pl-k\">if</span> <span class=\"pl-s1\">status</span> <span class=\"pl-c1\">!=</span> <span class=\"pl-s\">\"IN_PROGRESS\"</span>:\n            <span class=\"pl-k\">return</span> <span class=\"pl-s1\">response</span>\n        <span class=\"pl-en\">print</span>(<span class=\"pl-s\">\".\"</span>, <span class=\"pl-s1\">end</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"\"</span>)\n        <span class=\"pl-s1\">time</span>.<span class=\"pl-en\">sleep</span>(<span class=\"pl-c1\">10</span>)\n\n<span class=\"pl-c\"># Usage, given a response from textract.start_document_text_detection:</span>\n<span class=\"pl-s1\">completion_response</span> <span class=\"pl-c1\">=</span> <span class=\"pl-en\">poll_until_done</span>(<span class=\"pl-s1\">response</span>[<span class=\"pl-s\">\"JobId\"</span>])</pre></div>\n<p>This can take a surprisingly long time - it took seven minutes for a 6 page typewritten PDF file for me, and ten minutes for a 56 page handwritten one.</p>\n<p>I was wondering how long you have to retrieve the results of a job. The <a href=\"https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/textract.html#Textract.Client.get_document_text_detection\" rel=\"nofollow\">get_document_text_detection()</a> documentation says:</p>\n<blockquote>\n<p>A <code>JobId</code> value is only valid for 7 days.</p>\n</blockquote>\n<h2>\n<a id=\"user-content-fetching-the-results\" class=\"anchor\" href=\"#fetching-the-results\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Fetching the results</h2>\n<p>The response that you get back at the end is paginated. Here's a function to gather all of the \"blocks\" of text that it detected across multiple pages:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">def</span> <span class=\"pl-en\">get_all_blocks</span>(<span class=\"pl-s1\">job_id</span>):\n    <span class=\"pl-s1\">blocks</span> <span class=\"pl-c1\">=</span> []\n    <span class=\"pl-s1\">next_token</span> <span class=\"pl-c1\">=</span> <span class=\"pl-c1\">None</span>\n    <span class=\"pl-s1\">first</span> <span class=\"pl-c1\">=</span> <span class=\"pl-c1\">True</span>\n    <span class=\"pl-k\">while</span> <span class=\"pl-s1\">first</span> <span class=\"pl-c1\">or</span> <span class=\"pl-s1\">next_token</span>:\n        <span class=\"pl-s1\">first</span> <span class=\"pl-c1\">=</span> <span class=\"pl-c1\">False</span>\n        <span class=\"pl-s1\">kwargs</span> <span class=\"pl-c1\">=</span> {<span class=\"pl-s\">\"JobId\"</span>: <span class=\"pl-s1\">job_id</span>}\n        <span class=\"pl-k\">if</span> <span class=\"pl-s1\">next_token</span>:\n            <span class=\"pl-s1\">kwargs</span>[<span class=\"pl-s\">\"NextToken\"</span>] <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">next_token</span>\n        <span class=\"pl-s1\">response</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">textract</span>.<span class=\"pl-en\">get_document_text_detection</span>(<span class=\"pl-c1\">**</span><span class=\"pl-s1\">kwargs</span>)\n        <span class=\"pl-s1\">blocks</span>.<span class=\"pl-en\">extend</span>(<span class=\"pl-s1\">response</span>[<span class=\"pl-s\">\"Blocks\"</span>])\n        <span class=\"pl-s1\">next_token</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">response</span>.<span class=\"pl-en\">get</span>(<span class=\"pl-s\">\"NextToken\"</span>)\n    <span class=\"pl-k\">return</span> <span class=\"pl-s1\">blocks</span></pre></div>\n<p>(I could have used <a href=\"https://til.simonwillison.net/aws/helper-for-boto-aws-pagination\" rel=\"nofollow\">this boto3 pagination trick</a> instead.)</p>\n<p>Blocks come in three types: <code>LINE</code>, <code>WORD</code>, and <code>PAGE</code>. The <code>PAGE</code> blocks do not contain any text, just indications of which lines and words were on the page. The <code>LINE</code> and <code>WORD</code> blocks duplicate each other - you probably just want the <code>LINE</code> blocks.</p>\n<p>Here's an example of a <code>LINE</code> block:</p>\n<div class=\"highlight highlight-source-json\"><pre>{\n  <span class=\"pl-ent\">\"BlockType\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>LINE<span class=\"pl-pds\">\"</span></span>,\n  <span class=\"pl-ent\">\"Confidence\"</span>: <span class=\"pl-c1\">90.4699478149414</span>,\n  <span class=\"pl-ent\">\"Text\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>1<span class=\"pl-pds\">\"</span></span>,\n  <span class=\"pl-ent\">\"Geometry\"</span>: {\n    <span class=\"pl-ent\">\"BoundingBox\"</span>: {\n      <span class=\"pl-ent\">\"Width\"</span>: <span class=\"pl-c1\">0.00758015550673008</span>,\n      <span class=\"pl-ent\">\"Height\"</span>: <span class=\"pl-c1\">0.011477531865239143</span>,\n      <span class=\"pl-ent\">\"Left\"</span>: <span class=\"pl-c1\">0.9904273152351379</span>,\n      <span class=\"pl-ent\">\"Top\"</span>: <span class=\"pl-c1\">0.00909337680786848</span>\n    },\n    <span class=\"pl-ent\">\"Polygon\"</span>: [\n      {\n        <span class=\"pl-ent\">\"X\"</span>: <span class=\"pl-c1\">0.9904273152351379</span>,\n        <span class=\"pl-ent\">\"Y\"</span>: <span class=\"pl-c1\">0.00909337680786848</span>\n      },\n      {\n        <span class=\"pl-ent\">\"X\"</span>: <span class=\"pl-c1\">0.9980074763298035</span>,\n        <span class=\"pl-ent\">\"Y\"</span>: <span class=\"pl-c1\">0.00909337680786848</span>\n      },\n      {\n        <span class=\"pl-ent\">\"X\"</span>: <span class=\"pl-c1\">0.9980074763298035</span>,\n        <span class=\"pl-ent\">\"Y\"</span>: <span class=\"pl-c1\">0.0205709096044302</span>\n      },\n      {\n        <span class=\"pl-ent\">\"X\"</span>: <span class=\"pl-c1\">0.9904273152351379</span>,\n        <span class=\"pl-ent\">\"Y\"</span>: <span class=\"pl-c1\">0.0205709096044302</span>\n      }\n    ]\n  },\n  <span class=\"pl-ent\">\"Id\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>6b04b8df-bec1-42d3-bfff-29f0edd38976<span class=\"pl-pds\">\"</span></span>,\n  <span class=\"pl-ent\">\"Relationships\"</span>: [\n    {\n      <span class=\"pl-ent\">\"Type\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>CHILD<span class=\"pl-pds\">\"</span></span>,\n      <span class=\"pl-ent\">\"Ids\"</span>: [\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>58890ca7-5ed5-4b14-ad60-475e5d0dd79e<span class=\"pl-pds\">\"</span></span>\n      ]\n    }\n  ],\n  <span class=\"pl-ent\">\"Page\"</span>: <span class=\"pl-c1\">1</span>\n}</pre></div>\n<p>I found that joining together those lines on a <code>\\n</code> gave me the results I needed:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-en\">print</span>(<span class=\"pl-s\">\"<span class=\"pl-cce\">\\n</span>\"</span>.<span class=\"pl-en\">join</span>([<span class=\"pl-s1\">block</span>[<span class=\"pl-s\">\"Text\"</span>] <span class=\"pl-k\">for</span> <span class=\"pl-s1\">block</span> <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">blocks</span> <span class=\"pl-k\">if</span> <span class=\"pl-s1\">block</span>[<span class=\"pl-s\">\"BlockType\"</span>] <span class=\"pl-c1\">==</span> <span class=\"pl-s\">\"LINE\"</span>]))</pre></div>\n<p>Truncated output:</p>\n<pre><code>1\nORGANIZATION MEETING\nof the\nSAN FRANCISCO MICROSCOPICAL SOCIETY\nOctober 4, 1946\nThe meeting ws.s held at 8:00 P.M. on October 4, 1946, in the\nAuditorium of the San Francisco Department of Health, 101 Grove Street,\nSan Francisco.\nChairman George Herbert Needham called the audience of sixty-\nfive persons to order. He told of the high aims, ideals, and fine fellow-\nship enjoyed by the original society which was organized in 1870 and incor-\nporated in 1872, but which was dissolved following the San Francisco fire\nof 1906. He related his efforts to find a surviving member which finally\nresulted in a telegram of greeting from Dr. Kaspar Pischell of Ross, Cali-\nfornia, which read as follows:\n\"BEST WISHES AT THIS REUNION. I AM SORRY I CANNOT BE WITH YOU.\"\n</code></pre>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-06-28T12:32:43-07:00", "created_utc": "2022-06-28T19:32:43+00:00", "updated": "2022-06-30T15:48:16-07:00", "updated_utc": "2022-06-30T22:48:16+00:00", "shot_hash": "752af8acdf6d6838cef061e37bda9b59", "slug": "ocr-pdf-textract"}, {"path": "aws_recovering-lightsail-data.md", "topic": "aws", "title": "Recovering data from AWS Lightsail using EC2", "url": "https://github.com/simonw/til/blob/main/aws/recovering-lightsail-data.md", "body": "I ran into problems with my AWS Lightsail instance: it exceeded the CPU burst quota for too long and was suspended, and I couldn't figure out how to un-suspend it.\n\nI had a snapshot of the hard drive and I wanted to recover the data from it. This ended up taking far longer than I expected - I imagine there's a better way of doing this but here's how I solved it.\n\nShort version: I migrated the snapshot to EC2, then launched an EC2 instance and mounted that snapshot as an EBS volume.\n\nLong version (because I had to figure out a lot of steps along the way):\n\n1. I activated the Lightsail \"Export to Amazon EC2\" option on the snapshot\n2. I waited a while for the export to complete\n3. This launched a new EC2 instance for me... but for some reason I couldn't SSH into that instance. So I terminated it.\n4. I used the EC2 web console to figure out the AWS identifier for the EC2 copy of the Lightsail snapshot - something like `snap-02a530e12a34`\n5. I created a brand new EC2 instance and on the \"Add storage\" panel I added an EBS volume for `/dev/sdb` with the snapshot identifier I found in the previous step. I started this instance with a keypair so I could SSH into it.\n6. I mounted the EBS volume - see section below\n7. ... I used `scp` (with the keypair) to copy off the data\n\n## Mounting the EBS volume\n\nI hadn't worked with EBS before so this took some figuring out. My instance was configured with `/dev/sdb` as an EBS volume. I confirmed that the data was accessible like so:\n\n    [ec2-user@ip-172-31-26-179 dev]$ sudo file -s /dev/xvdb\n    /dev/xvdb: x86 boot sector; partition 1: ID=0x83, active, starthead 32, startsector 2048, 167770079 sectors, code offset 0x63\n\nThen I created a `/data` directory and mounted the volume:\n\n    [ec2-user@ip-172-31-26-179 dev]$ sudo mkdir /data\n    [ec2-user@ip-172-31-26-179 dev]$ sudo mount /dev/xvdb1 /data\n\nI actually tried `sudo mount /dev/xvdb /data` first and got a `mount: /data: wrong fs type` error - [this StackOverflow answer](https://serverfault.com/questions/632905/cannot-mount-an-existing-ebs-on-aws/632906#632906) helped me solve that.", "html": "<p>I ran into problems with my AWS Lightsail instance: it exceeded the CPU burst quota for too long and was suspended, and I couldn't figure out how to un-suspend it.</p>\n<p>I had a snapshot of the hard drive and I wanted to recover the data from it. This ended up taking far longer than I expected - I imagine there's a better way of doing this but here's how I solved it.</p>\n<p>Short version: I migrated the snapshot to EC2, then launched an EC2 instance and mounted that snapshot as an EBS volume.</p>\n<p>Long version (because I had to figure out a lot of steps along the way):</p>\n<ol>\n<li>I activated the Lightsail \"Export to Amazon EC2\" option on the snapshot</li>\n<li>I waited a while for the export to complete</li>\n<li>This launched a new EC2 instance for me... but for some reason I couldn't SSH into that instance. So I terminated it.</li>\n<li>I used the EC2 web console to figure out the AWS identifier for the EC2 copy of the Lightsail snapshot - something like <code>snap-02a530e12a34</code>\n</li>\n<li>I created a brand new EC2 instance and on the \"Add storage\" panel I added an EBS volume for <code>/dev/sdb</code> with the snapshot identifier I found in the previous step. I started this instance with a keypair so I could SSH into it.</li>\n<li>I mounted the EBS volume - see section below</li>\n<li>... I used <code>scp</code> (with the keypair) to copy off the data</li>\n</ol>\n<h2>\n<a id=\"user-content-mounting-the-ebs-volume\" class=\"anchor\" href=\"#mounting-the-ebs-volume\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Mounting the EBS volume</h2>\n<p>I hadn't worked with EBS before so this took some figuring out. My instance was configured with <code>/dev/sdb</code> as an EBS volume. I confirmed that the data was accessible like so:</p>\n<pre><code>[ec2-user@ip-172-31-26-179 dev]$ sudo file -s /dev/xvdb\n/dev/xvdb: x86 boot sector; partition 1: ID=0x83, active, starthead 32, startsector 2048, 167770079 sectors, code offset 0x63\n</code></pre>\n<p>Then I created a <code>/data</code> directory and mounted the volume:</p>\n<pre><code>[ec2-user@ip-172-31-26-179 dev]$ sudo mkdir /data\n[ec2-user@ip-172-31-26-179 dev]$ sudo mount /dev/xvdb1 /data\n</code></pre>\n<p>I actually tried <code>sudo mount /dev/xvdb /data</code> first and got a <code>mount: /data: wrong fs type</code> error - <a href=\"https://serverfault.com/questions/632905/cannot-mount-an-existing-ebs-on-aws/632906#632906\" rel=\"nofollow\">this StackOverflow answer</a> helped me solve that.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-01-16T13:07:24-08:00", "created_utc": "2021-01-16T21:07:24+00:00", "updated": "2021-01-16T13:07:24-08:00", "updated_utc": "2021-01-16T21:07:24+00:00", "shot_hash": "cccb1e66be6677f244d6dba2918cd3a6", "slug": "recovering-lightsail-data"}, {"path": "aws_s3-cors.md", "topic": "aws", "title": "Adding a CORS policy to an S3 bucket", "url": "https://github.com/simonw/til/blob/main/aws/s3-cors.md", "body": "Amazon S3 buckets that are configured to work as public websites can support CORS, allowing assets such as JavaScript modules to be loaded by JavaScript running on other domains.\n\nThis configuration happens at the bucket level - it's not something that can be applied to individual items.\n\n[Here's their documentation](https://docs.aws.amazon.com/AmazonS3/latest/userguide/enabling-cors-examples.html). As with so many AWS things it involves hand-crafting a JSON document: the documentation for that format, with useful examples, [is here](https://docs.aws.amazon.com/AmazonS3/latest/userguide/ManageCorsUsing.html).\n\nI opted to use the S3 web console option - find the bucket in the console interface, click the \"Security\" tab and you can paste in a JSON configuration.\n\nThe configuration I tried first was this one:\n\n```json\n[\n    {\n        \"AllowedHeaders\": [\n            \"*\"\n        ],\n        \"AllowedMethods\": [\n            \"GET\"\n        ],\n        \"AllowedOrigins\": [\n            \"https://simonwillison.net/\"\n        ],\n        \"ExposeHeaders\": []\n    }\n]\n```\nThis should enable CORS access for GET requests from code running on my https://simonwillison.net/ site.\n\nThe `AllowedOrigins` key is interesting: it works by inspecting the `Origin` header on the incoming request, and returning CORS headers based on if that origin matches one of the values in the list.\n\nI used `curl -i ... -H \"Origin: value\"` to confirm that this worked:\n\n```\n~ % curl -i 'http://static.simonwillison.net.s3-website-us-west-1.amazonaws.com/static/2022/photoswipe/photoswipe-lightbox.esm.js' \\\n  -H \"Origin: https://simonwillison.net\" | head -n 20\n-x-amz-request-id: 4YY7ZBCVJ167XCR9\n Date: Tue, 04 Jan 2022 21:02:44 GMT\n-Access-Control-Allow-Origin: *\n-Access-Control-Allow-Methods: GET\n:Vary: Origin, Access-Control-Request-Headers, Access-Control-Request-Method\n-Last-Modified: Tue, 04 Jan 2022 20:10:26 GMT\n-ETag: \"8e26fa2b966ca8bac30678cdd6af765c\"\n:Content-Type: text/javascript\n-Server: AmazonS3\n\n~ % curl -i 'http://static.simonwillison.net.s3-website-us-west-1.amazonaws.com/static/2022/photoswipe/photoswipe-lightbox.esm.js' | head -n 20\nx-amz-request-id: MPD20P9P3X45BR1Q\nDate: Tue, 04 Jan 2022 21:02:48 GMT\nLast-Modified: Tue, 04 Jan 2022 20:10:26 GMT\nETag: \"8e26fa2b966ca8bac30678cdd6af765c\"\nContent-Type: text/javascript\nServer: AmazonS3\n```\n\nWith the `Origin` header on the request it returns the `Access-Control-Allow-Origin` headers. Without it does not.\n\nI'm running my S3 bucket behind a Cloudflare cache. As you can see above, S3 returns a `Vary: Origin` header so caches know that they should respect that header when returning cached content.\n\nBut... while Cloudflare [added support for Vary](https://blog.cloudflare.com/vary-for-images-serve-the-correct-images-to-the-correct-browsers/) in September 2021 they only support it for images, not for other file formats! So sadly I don't think you can use CORS for JavaScript modules in this way if you are using Cloudflare.\n\nI also tried using `\"AllowedOrigins\": [\"*\"]` in my S3 configuration, but I found that if you make a request without an `Origin` header S3 still doesn't return `Access-Control-Allow-Origin` - so under a cache that does not support Vary you run the risk of caching an asset without those headers.", "html": "<p>Amazon S3 buckets that are configured to work as public websites can support CORS, allowing assets such as JavaScript modules to be loaded by JavaScript running on other domains.</p>\n<p>This configuration happens at the bucket level - it's not something that can be applied to individual items.</p>\n<p><a href=\"https://docs.aws.amazon.com/AmazonS3/latest/userguide/enabling-cors-examples.html\" rel=\"nofollow\">Here's their documentation</a>. As with so many AWS things it involves hand-crafting a JSON document: the documentation for that format, with useful examples, <a href=\"https://docs.aws.amazon.com/AmazonS3/latest/userguide/ManageCorsUsing.html\" rel=\"nofollow\">is here</a>.</p>\n<p>I opted to use the S3 web console option - find the bucket in the console interface, click the \"Security\" tab and you can paste in a JSON configuration.</p>\n<p>The configuration I tried first was this one:</p>\n<div class=\"highlight highlight-source-json\"><pre>[\n    {\n        <span class=\"pl-ent\">\"AllowedHeaders\"</span>: [\n            <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>*<span class=\"pl-pds\">\"</span></span>\n        ],\n        <span class=\"pl-ent\">\"AllowedMethods\"</span>: [\n            <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>GET<span class=\"pl-pds\">\"</span></span>\n        ],\n        <span class=\"pl-ent\">\"AllowedOrigins\"</span>: [\n            <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>https://simonwillison.net/<span class=\"pl-pds\">\"</span></span>\n        ],\n        <span class=\"pl-ent\">\"ExposeHeaders\"</span>: []\n    }\n]</pre></div>\n<p>This should enable CORS access for GET requests from code running on my <a href=\"https://simonwillison.net/\" rel=\"nofollow\">https://simonwillison.net/</a> site.</p>\n<p>The <code>AllowedOrigins</code> key is interesting: it works by inspecting the <code>Origin</code> header on the incoming request, and returning CORS headers based on if that origin matches one of the values in the list.</p>\n<p>I used <code>curl -i ... -H \"Origin: value\"</code> to confirm that this worked:</p>\n<pre><code>~ % curl -i 'http://static.simonwillison.net.s3-website-us-west-1.amazonaws.com/static/2022/photoswipe/photoswipe-lightbox.esm.js' \\\n  -H \"Origin: https://simonwillison.net\" | head -n 20\n-x-amz-request-id: 4YY7ZBCVJ167XCR9\n Date: Tue, 04 Jan 2022 21:02:44 GMT\n-Access-Control-Allow-Origin: *\n-Access-Control-Allow-Methods: GET\n:Vary: Origin, Access-Control-Request-Headers, Access-Control-Request-Method\n-Last-Modified: Tue, 04 Jan 2022 20:10:26 GMT\n-ETag: \"8e26fa2b966ca8bac30678cdd6af765c\"\n:Content-Type: text/javascript\n-Server: AmazonS3\n\n~ % curl -i 'http://static.simonwillison.net.s3-website-us-west-1.amazonaws.com/static/2022/photoswipe/photoswipe-lightbox.esm.js' | head -n 20\nx-amz-request-id: MPD20P9P3X45BR1Q\nDate: Tue, 04 Jan 2022 21:02:48 GMT\nLast-Modified: Tue, 04 Jan 2022 20:10:26 GMT\nETag: \"8e26fa2b966ca8bac30678cdd6af765c\"\nContent-Type: text/javascript\nServer: AmazonS3\n</code></pre>\n<p>With the <code>Origin</code> header on the request it returns the <code>Access-Control-Allow-Origin</code> headers. Without it does not.</p>\n<p>I'm running my S3 bucket behind a Cloudflare cache. As you can see above, S3 returns a <code>Vary: Origin</code> header so caches know that they should respect that header when returning cached content.</p>\n<p>But... while Cloudflare <a href=\"https://blog.cloudflare.com/vary-for-images-serve-the-correct-images-to-the-correct-browsers/\" rel=\"nofollow\">added support for Vary</a> in September 2021 they only support it for images, not for other file formats! So sadly I don't think you can use CORS for JavaScript modules in this way if you are using Cloudflare.</p>\n<p>I also tried using <code>\"AllowedOrigins\": [\"*\"]</code> in my S3 configuration, but I found that if you make a request without an <code>Origin</code> header S3 still doesn't return <code>Access-Control-Allow-Origin</code> - so under a cache that does not support Vary you run the risk of caching an asset without those headers.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-01-04T15:42:13-08:00", "created_utc": "2022-01-04T23:42:13+00:00", "updated": "2022-01-04T20:33:18-08:00", "updated_utc": "2022-01-05T04:33:18+00:00", "shot_hash": "5e0c5c7fe12cdcc87bde2f7bc050a915", "slug": "s3-cors"}, {"path": "awslambda_asgi-mangum.md", "topic": "awslambda", "title": "Deploying Python web apps as AWS Lambda functions", "url": "https://github.com/simonw/til/blob/main/awslambda/asgi-mangum.md", "body": "I've been wanting to figure out how to do this for years. Today I finally put all of the pieces together for it.\n\n[AWS Lambda](https://aws.amazon.com/lambda/) can host functions written in Python. These are \"scale to zero\" - my favourite definition of serverless! - which means you only pay for the traffic that they serve. A project with no traffic costs nothing to run.\n\nYou used to have to jump through a whole bunch of extra hoops to get a working URL that triggered those functions, but in April 2022 they [released Lambda Function URLs](https://aws.amazon.com/blogs/aws/announcing-aws-lambda-function-urls-built-in-https-endpoints-for-single-function-microservices/) and dramatically simplified that process.\n\nThere are still a lot of steps involved though. Here's how to deploy a Python web application as a Lambda function.\n\n## Set up the AWS CLI tool\n\nI did this so long ago I can't remember how. You need an AWS account and you need to have the [AWS CLI tool](https://aws.amazon.com/cli/) installed and configured.\n\nThe `aws --version` should return a version number of `1.22.90` or higher, as [that's when they added function URL support](https://github.com/simonw/help-scraper/commit/d217b9d7f44a1200d0582d02aeccf27e006b8b78).\n\nI found I had too old a version of the tool. I ended up figuring out this as the way to upgrade it:\n\n```bash\nhead -n 1 $(which aws)\n```\nOutput:\n```\n#!/usr/local/opt/python@3.9/bin/python3.9\n```\nThis showed me the location of the Python environment that contained the tool. I could then edit that path to upgrade it like so:\n```bash\n/usr/local/opt/python@3.9/bin/pip3 install -U awscli\n```\n## Create a Python handler function\n\nThis is \"hello world\" as a Python handler function. Put it in `lambda_function.py`:\n\n```python\ndef lambda_handler(event, context): \n    return {\n        \"statusCode\": 200,\n        \"headers\": {\n            \"Content-Type\": \"text/html\"\n        },\n        \"body\": \"<h1>Hello World from Python</h1>\"\n    }\n```\n\n## Add that to a zip file\n\nThis is the part of the process that I found most unintuitive. Lambda functions are deployed as zip files. The zip file needs to contain both the Python code AND all of its dependencies - more on that to come.\n\nOur first function doesn't have any dependencies, which makes things a lot easier. Here's how to turn it into a zip file ready to be deployed:\n```bash\nzip function.zip lambda_function.py\n```\n## Create a role with a policy\n\nYou only have to do this the first time you deploy a Lambda function. You need an IAM role that you can use for the other steps.\n\nThis command creates a role called `lambda-ex`:\n```\naws iam create-role \\\n  --role-name lambda-ex \\\n  --assume-role-policy-document '{\n    \"Version\": \"2012-10-17\",\n    \"Statement\": [{\n      \"Effect\": \"Allow\",\n      \"Principal\": {\n        \"Service\": \"lambda.amazonaws.com\"\n      },\n      \"Action\": \"sts:AssumeRole\"}\n    ]}'\n```\nThen you have to run this. I don't know why this can't be handled as part of the `create-role` command, but it's necessary:\n```\naws iam attach-role-policy \\\n  --role-name lambda-ex \\\n  --policy-arn arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole\n```\n\n## Find your AWS account ID\n\nYou need to know your AWS account ID for the next step.\n\nYou can find it by running this command:\n```bash\naws sts get-caller-identity \\\n  --query \"Account\" --output text\n```\nI assigned it to an environment variable so I could use it later like this:\n```bash\nexport AWS_ACCOUNT_ID=$(\n  aws sts get-caller-identity \\\n  --query \"Account\" --output text\n)\n```\nRun this to confirm that worked:\n```bash\necho $AWS_ACCOUNT_ID\n```\n\n## Deploy that function\n\nNow we can deploy the zip file as a new Lambda function!\n\nPick a unique function name - I picked `lambda-python-hello-world`.\n\nThen run the following:\n```bash\naws lambda create-function \\\n  --function-name lambda-python-hello-world \\\n  --zip-file fileb://function.zip \\\n  --runtime python3.9 \\\n  --handler \"lambda_function.lambda_handler\" \\\n  --role \"arn:aws:iam::${AWS_ACCOUNT_ID}:role/lambda-ex\"\n```\nWe're telling it to deploy our `function.zip` file using the `python3.9` runtime.\n\nWe list `lambda_function.lambda_handler` as the handler because our Python file was called `lambda_function.py` and the function was called `lambda_handler`.\n\nIf all goes well you should get back a response from that command that looks something like this:\n\n```json\n{\n    \"FunctionName\": \"lambda-python-hello-world\",\n    \"FunctionArn\": \"arn:aws:lambda:us-east-1:462092780466:function:lambda-python-hello-world\",\n    \"Runtime\": \"python3.9\",\n    \"Role\": \"arn:aws:iam::462092780466:role/lambda-ex\",\n    \"Handler\": \"lambda_function.lambda_handler\",\n    \"CodeSize\": 332,\n    \"Description\": \"\",\n    \"Timeout\": 3,\n    \"MemorySize\": 128,\n    \"LastModified\": \"2022-09-19T02:27:18.213+0000\",\n    \"CodeSha256\": \"Y1nCZLN6KvU9vUmhHAgcAkYfvgu6uBhmdGVprq8c97Y=\",\n    \"Version\": \"$LATEST\",\n    \"TracingConfig\": {\n        \"Mode\": \"PassThrough\"\n    },\n    \"RevisionId\": \"316481f5-7934-4e54-914f-6b075bb7d9dd\",\n    \"State\": \"Pending\",\n    \"StateReason\": \"The function is being created.\",\n    \"StateReasonCode\": \"Creating\",\n    \"PackageType\": \"Zip\",\n    \"Architectures\": [\n        \"x86_64\"\n    ],\n    \"EphemeralStorage\": {\n        \"Size\": 512\n    }\n}\n```\n\n## Grant permission for it to be executed\n\nThis magic command is also necessary for everything to work:\n\n```bash\naws lambda add-permission \\\n  --function-name lambda-python-hello-world \\\n  --action lambda:InvokeFunctionUrl \\\n  --principal \"*\" \\\n  --function-url-auth-type \"NONE\" \\\n  --statement-id url\n```\n\n## Give it a Function URL\n\nWe need a URL that we can access in a browser to trigger our function.\n\nHere's how to add a new Function URL to our deployed function:\n\n```\naws lambda create-function-url-config \\\n  --function-name lambda-python-hello-world \\\n  --auth-type NONE\n```\n\nThat `--auth-type NONE` means anyone on the internet will be able to trigger the function by visiting the URL.\n\nThis should return something like the following:\n\n```json\n{\n    \"FunctionUrl\": \"https://m2jatdfy4bulhvsfcrfc6sfw2i0bjfpx.lambda-url.us-east-1.on.aws/\",\n    \"FunctionArn\": \"arn:aws:lambda:us-east-1:462092780466:function:lambda-python-hello-world\",\n    \"AuthType\": \"NONE\",\n    \"CreationTime\": \"2022-09-19T02:27:48.356967Z\"\n}\n```\nAnd sure enough, https://m2jatdfy4bulhvsfcrfc6sfw2i0bjfpx.lambda-url.us-east-1.on.aws/ now returns \"Hello World from Python\".\n\n## Updating the function\n\nHaving deployed the function, updating it is pleasantly easy.\n\nYou create a new `function.zip` file - which I do like this:\n\n```bash\nrm -f function.zip # Delete if it exists\nzip function.zip lambda_function.py \n```\nAnd then deploy the update like so:\n```bash\naws lambda update-function-code \\\n  --function-name lambda-python-hello-world \\\n  --zip-file fileb://function.zip\n```\n\n## Adding pure Python dependencies\n\nAdding dependencies to the project was by far the most confusing aspect of this whole process.\n\nEventually I found a [good way to do it](https://github.com/pixegami/fastapi-tutorial/blob/4ec9247faf53e4c399ea18a4ac27c0e85a137955/README.md#deploying-fastapi-to-aws-lambda) thanks to the example code published to accompany [this YouTube video](https://www.youtube.com/watch?v=RGIM4JfsSk0) by Pixegami.\n\nThe trick is to include ALL of your dependencies _in the root of your zip file_.\n\nForget about `requirements.txt` and suchlike - you need to install copies of the actual dependencies themselves.\n\nHere's the recipe that works for me. First, create a `requirements.txt` file listing your dependencies:\n\n```\ncowsay\n```\n\nNow use the `pip install -t` command to install those requirements into a specific directory - I use `lib`:\n```bash\npython3 -m pip install -t lib -r requirements.txt\n```\nRun `ls -lah lib` to confirm that the files are in there.\n```\nls lib | cat\n```\n```\nbin\ncowsay\ncowsay-5.0-py3.10.egg-info\n```\nNow use this recipe to add everything in `lib` to the root of your zip file:\n```bash\n(cd lib; zip ../function.zip -r .)\n```\nYou can run this command to see the list of files in the zip:\n```bash\nunzip -l function.zip\n```\n\nLet's update `lambda_function.py` to demonstrate the `cowsay` library:\n```python\nimport cowsay\n\n\ndef lambda_handler(event, context): \n    return {\n        \"statusCode\": 200,\n        \"headers\": {\n            \"Content-Type\": \"text/plain\"\n        },\n        \"body\": cowsay.get_output_string(\"pig\", \"Hello world, I am a pig\")\n    }\n```\nAdd that updated `lambda_function.py` to the zip file again:\n```bash\nzip function.zip lambda_function.py\n```\nDeploy the update:\n```\naws lambda update-function-code \\\n  --function-name lambda-python-hello-world \\\n  --zip-file fileb://function.zip\n```\nHit refresh on the URL from earlier and you should see:\n```\n  _______________________\n| Hello world, I am a pig |\n  =======================\n                       \\\n                        \\\n                         \\\n                          \\\n                                    ,.\n                                   (_|,.\n                                   ,' /, )_______   _\n                               __j o``-'        `.'-)'\n                               (\")                 \\'\n                               `-j                |\n                                 `-._(           /\n                                    |_\\  |--^.  /\n                                   /_]'|_| /_)_/\n                                       /_]'  /_]'\n```\n## Advanced Python dependencies\n\nThe above recipe works fine for dependencies that are written only in Python.\n\nWhere things get more complicated is when you want to use a dependency that includes native code.\n\nI use a Mac. If I run `pip install -t lib -r requirements.txt` I'll get the Mac versions of those dependencies.\n\nBut AWS Lambda functions run on Amazon Linux. So we need to include version of our packages that are built for that platform in our zip file.\n\nI first had to do this because I realized the `python3.9` Lambda runtime includes a truly ancient version of SQLite - version 3.7.17 [from 2013-05-20](http://www.sqlite.org/releaselog/3_7_17.html).\n\nThe [pysqlite3-binary](https://pypi.org/project/pysqlite3-binary/) package provides a much more recent SQLite, and [Datasette](https://datasette.io/) uses that automatically if it's installed.\n\nI figured the best way to do this would be to run the `pip install` command inside an Amazon Linux Docker container. After much head scratching, I came up with this recipe for doing that:\n```bash\ndocker run -t -v $(pwd):/mnt \\\n  public.ecr.aws/sam/build-python3.9:latest \\\n  /bin/sh -c \"pip install -r /mnt/requirements.txt -t /mnt/lib\"\n```\n\n- The `-v $(pwd):/mnt` flag mounts the current directory as `/mnt` inside the container.\n- The `public.ecr.aws/sam/build-python3.9:latest` image is the official AWS Lambda Python 3.9 image.\n- `/bin/sh -c \"pip install -r /mnt/requirements.txt -t /mnt/lib\"` runs `pip install` inside the container, but ensures the files are written to `/mnt/lib` which is the `lib` folder in our current directory.\n\nThis recipe works! The result is a `lib/` folder full of Amazon Linux Python packages, ready to be zipped up and deployed.\n\n## Running an ASGI application\n\nI want to deploy [Datasette](https://datasette.io/).\n\nDatasette is an [ASGI application](https://simonwillison.net/2019/Jun/23/datasette-asgi/).\n\nBut... AWS Lambda functions have their own weird interface to HTTP - the `event` and `context` parameters shown above.\n\n[Mangum](https://github.com/jordaneremieff/mangum) is a well regarded library that bridges the gap between the two.\n\nHere's how I got Datasette and Mangum working. It was surprisingly straight-forward!\n\nI added the following to my `requirements.txt` file:\n\n```\ndatasette\npysqlite3-binary\nmangum\n```\nI deleted my `lib` folder:\n```\nrm -rf lib\n```\nThen I ran the magic incantation from above:\n\n```bash\ndocker run -t -v $(pwd):/mnt \\\n  public.ecr.aws/sam/build-python3.9:latest \\\n  /bin/sh -c \"pip install -r /mnt/requirements.txt -t /mnt/lib\"\n```\nI added the dependencies to a new `function.zip` file:\n```bash\nrm -rf function.zip\n(cd lib; zip ../function.zip -r .)\n```\nThen I added the following to `lambda_function.py`:\n```python\nimport asyncio\nfrom datasette.app import Datasette\nimport mangum\n\n\nds = Datasette([\"fixtures.db\"])\n# Handler wraps the Datasette ASGI app with Mangum:\nlambda_handler = mangum.Mangum(ds.app())\n```\nI added that to the zip:\n```\nzip function.zip lambda_function.py\n```\nFinally, I grabbed a copy of the standard Datasette `fixtures.db` database file and added that to the zip as well:\n\n```bash\nwget https://latest.datasette.io/fixtures.db\nzip function.zip fixtures.db\n```\nThe finished `function.zip` is 7.1MB. Time to deploy it:\n```\naws lambda update-function-code \\\n  --function-name lambda-python-hello-world \\\n  --zip-file fileb://function.zip\n```\nThis did the trick! I now had a Datasette instance running on Lambda: https://fnkvspusjrl5dxytaxnuwidxem0hverw.lambda-url.us-east-1.on.aws/\n\nThe default Lambda configuration only provides 128MB of RAM, and I was getting occasional timeout errors. Bumping that up to 256MB fixed the problem:\n\n```bash\naws lambda update-function-configuration \\\n  --function-name lambda-python-hello-world \\\n  --memory-size 256\n```\n## This should work for Starlette and FastAPI too\n\nMangum works with ASGI apps, so any app built using [Starlette](https://www.starlette.io/) or [FastAPI](https://fastapi.tiangolo.com/) should work exactly the same way.\n\n## Pretty URLs\n\nOne thing I haven't figured out yet is how to assign a custom domain name to a Lambda function.\n\nI understand doing that involves several other AWS services, potentially API Gateway, CloudFront and Route53. I'll update this once I figure those out.", "html": "<p>I've been wanting to figure out how to do this for years. Today I finally put all of the pieces together for it.</p>\n<p><a href=\"https://aws.amazon.com/lambda/\" rel=\"nofollow\">AWS Lambda</a> can host functions written in Python. These are \"scale to zero\" - my favourite definition of serverless! - which means you only pay for the traffic that they serve. A project with no traffic costs nothing to run.</p>\n<p>You used to have to jump through a whole bunch of extra hoops to get a working URL that triggered those functions, but in April 2022 they <a href=\"https://aws.amazon.com/blogs/aws/announcing-aws-lambda-function-urls-built-in-https-endpoints-for-single-function-microservices/\" rel=\"nofollow\">released Lambda Function URLs</a> and dramatically simplified that process.</p>\n<p>There are still a lot of steps involved though. Here's how to deploy a Python web application as a Lambda function.</p>\n<h2><a id=\"user-content-set-up-the-aws-cli-tool\" class=\"anchor\" aria-hidden=\"true\" href=\"#set-up-the-aws-cli-tool\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Set up the AWS CLI tool</h2>\n<p>I did this so long ago I can't remember how. You need an AWS account and you need to have the <a href=\"https://aws.amazon.com/cli/\" rel=\"nofollow\">AWS CLI tool</a> installed and configured.</p>\n<p>The <code>aws --version</code> should return a version number of <code>1.22.90</code> or higher, as <a href=\"https://github.com/simonw/help-scraper/commit/d217b9d7f44a1200d0582d02aeccf27e006b8b78\">that's when they added function URL support</a>.</p>\n<p>I found I had too old a version of the tool. I ended up figuring out this as the way to upgrade it:</p>\n<div class=\"highlight highlight-source-shell\"><pre>head -n 1 <span class=\"pl-s\"><span class=\"pl-pds\">$(</span>which aws<span class=\"pl-pds\">)</span></span></pre></div>\n<p>Output:</p>\n<pre><code>#!/usr/local/opt/python@3.9/bin/python3.9\n</code></pre>\n<p>This showed me the location of the Python environment that contained the tool. I could then edit that path to upgrade it like so:</p>\n<div class=\"highlight highlight-source-shell\"><pre>/usr/local/opt/python@3.9/bin/pip3 install -U awscli</pre></div>\n<h2><a id=\"user-content-create-a-python-handler-function\" class=\"anchor\" aria-hidden=\"true\" href=\"#create-a-python-handler-function\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Create a Python handler function</h2>\n<p>This is \"hello world\" as a Python handler function. Put it in <code>lambda_function.py</code>:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">def</span> <span class=\"pl-en\">lambda_handler</span>(<span class=\"pl-s1\">event</span>, <span class=\"pl-s1\">context</span>): \n    <span class=\"pl-k\">return</span> {\n        <span class=\"pl-s\">\"statusCode\"</span>: <span class=\"pl-c1\">200</span>,\n        <span class=\"pl-s\">\"headers\"</span>: {\n            <span class=\"pl-s\">\"Content-Type\"</span>: <span class=\"pl-s\">\"text/html\"</span>\n        },\n        <span class=\"pl-s\">\"body\"</span>: <span class=\"pl-s\">\"&lt;h1&gt;Hello World from Python&lt;/h1&gt;\"</span>\n    }</pre></div>\n<h2><a id=\"user-content-add-that-to-a-zip-file\" class=\"anchor\" aria-hidden=\"true\" href=\"#add-that-to-a-zip-file\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Add that to a zip file</h2>\n<p>This is the part of the process that I found most unintuitive. Lambda functions are deployed as zip files. The zip file needs to contain both the Python code AND all of its dependencies - more on that to come.</p>\n<p>Our first function doesn't have any dependencies, which makes things a lot easier. Here's how to turn it into a zip file ready to be deployed:</p>\n<div class=\"highlight highlight-source-shell\"><pre>zip function.zip lambda_function.py</pre></div>\n<h2><a id=\"user-content-create-a-role-with-a-policy\" class=\"anchor\" aria-hidden=\"true\" href=\"#create-a-role-with-a-policy\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Create a role with a policy</h2>\n<p>You only have to do this the first time you deploy a Lambda function. You need an IAM role that you can use for the other steps.</p>\n<p>This command creates a role called <code>lambda-ex</code>:</p>\n<pre><code>aws iam create-role \\\n  --role-name lambda-ex \\\n  --assume-role-policy-document '{\n    \"Version\": \"2012-10-17\",\n    \"Statement\": [{\n      \"Effect\": \"Allow\",\n      \"Principal\": {\n        \"Service\": \"lambda.amazonaws.com\"\n      },\n      \"Action\": \"sts:AssumeRole\"}\n    ]}'\n</code></pre>\n<p>Then you have to run this. I don't know why this can't be handled as part of the <code>create-role</code> command, but it's necessary:</p>\n<pre><code>aws iam attach-role-policy \\\n  --role-name lambda-ex \\\n  --policy-arn arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole\n</code></pre>\n<h2><a id=\"user-content-find-your-aws-account-id\" class=\"anchor\" aria-hidden=\"true\" href=\"#find-your-aws-account-id\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Find your AWS account ID</h2>\n<p>You need to know your AWS account ID for the next step.</p>\n<p>You can find it by running this command:</p>\n<div class=\"highlight highlight-source-shell\"><pre>aws sts get-caller-identity \\\n  --query <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Account<span class=\"pl-pds\">\"</span></span> --output text</pre></div>\n<p>I assigned it to an environment variable so I could use it later like this:</p>\n<div class=\"highlight highlight-source-shell\"><pre><span class=\"pl-k\">export</span> AWS_ACCOUNT_ID=<span class=\"pl-s\"><span class=\"pl-pds\">$(</span></span>\n<span class=\"pl-s\">  aws sts get-caller-identity \\</span>\n<span class=\"pl-s\">  --query <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Account<span class=\"pl-pds\">\"</span></span> --output text</span>\n<span class=\"pl-s\"><span class=\"pl-pds\">)</span></span></pre></div>\n<p>Run this to confirm that worked:</p>\n<div class=\"highlight highlight-source-shell\"><pre><span class=\"pl-c1\">echo</span> <span class=\"pl-smi\">$AWS_ACCOUNT_ID</span></pre></div>\n<h2><a id=\"user-content-deploy-that-function\" class=\"anchor\" aria-hidden=\"true\" href=\"#deploy-that-function\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Deploy that function</h2>\n<p>Now we can deploy the zip file as a new Lambda function!</p>\n<p>Pick a unique function name - I picked <code>lambda-python-hello-world</code>.</p>\n<p>Then run the following:</p>\n<div class=\"highlight highlight-source-shell\"><pre>aws lambda create-function \\\n  --function-name lambda-python-hello-world \\\n  --zip-file fileb://function.zip \\\n  --runtime python3.9 \\\n  --handler <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>lambda_function.lambda_handler<span class=\"pl-pds\">\"</span></span> \\\n  --role <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>arn:aws:iam::<span class=\"pl-smi\">${AWS_ACCOUNT_ID}</span>:role/lambda-ex<span class=\"pl-pds\">\"</span></span></pre></div>\n<p>We're telling it to deploy our <code>function.zip</code> file using the <code>python3.9</code> runtime.</p>\n<p>We list <code>lambda_function.lambda_handler</code> as the handler because our Python file was called <code>lambda_function.py</code> and the function was called <code>lambda_handler</code>.</p>\n<p>If all goes well you should get back a response from that command that looks something like this:</p>\n<div class=\"highlight highlight-source-json\"><pre>{\n    <span class=\"pl-ent\">\"FunctionName\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>lambda-python-hello-world<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"FunctionArn\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>arn:aws:lambda:us-east-1:462092780466:function:lambda-python-hello-world<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"Runtime\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>python3.9<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"Role\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>arn:aws:iam::462092780466:role/lambda-ex<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"Handler\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>lambda_function.lambda_handler<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"CodeSize\"</span>: <span class=\"pl-c1\">332</span>,\n    <span class=\"pl-ent\">\"Description\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span><span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"Timeout\"</span>: <span class=\"pl-c1\">3</span>,\n    <span class=\"pl-ent\">\"MemorySize\"</span>: <span class=\"pl-c1\">128</span>,\n    <span class=\"pl-ent\">\"LastModified\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>2022-09-19T02:27:18.213+0000<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"CodeSha256\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Y1nCZLN6KvU9vUmhHAgcAkYfvgu6uBhmdGVprq8c97Y=<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"Version\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>$LATEST<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"TracingConfig\"</span>: {\n        <span class=\"pl-ent\">\"Mode\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>PassThrough<span class=\"pl-pds\">\"</span></span>\n    },\n    <span class=\"pl-ent\">\"RevisionId\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>316481f5-7934-4e54-914f-6b075bb7d9dd<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"State\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Pending<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"StateReason\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>The function is being created.<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"StateReasonCode\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Creating<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"PackageType\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Zip<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"Architectures\"</span>: [\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>x86_64<span class=\"pl-pds\">\"</span></span>\n    ],\n    <span class=\"pl-ent\">\"EphemeralStorage\"</span>: {\n        <span class=\"pl-ent\">\"Size\"</span>: <span class=\"pl-c1\">512</span>\n    }\n}</pre></div>\n<h2><a id=\"user-content-grant-permission-for-it-to-be-executed\" class=\"anchor\" aria-hidden=\"true\" href=\"#grant-permission-for-it-to-be-executed\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Grant permission for it to be executed</h2>\n<p>This magic command is also necessary for everything to work:</p>\n<div class=\"highlight highlight-source-shell\"><pre>aws lambda add-permission \\\n  --function-name lambda-python-hello-world \\\n  --action lambda:InvokeFunctionUrl \\\n  --principal <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>*<span class=\"pl-pds\">\"</span></span> \\\n  --function-url-auth-type <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>NONE<span class=\"pl-pds\">\"</span></span> \\\n  --statement-id url</pre></div>\n<h2><a id=\"user-content-give-it-a-function-url\" class=\"anchor\" aria-hidden=\"true\" href=\"#give-it-a-function-url\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Give it a Function URL</h2>\n<p>We need a URL that we can access in a browser to trigger our function.</p>\n<p>Here's how to add a new Function URL to our deployed function:</p>\n<pre><code>aws lambda create-function-url-config \\\n  --function-name lambda-python-hello-world \\\n  --auth-type NONE\n</code></pre>\n<p>That <code>--auth-type NONE</code> means anyone on the internet will be able to trigger the function by visiting the URL.</p>\n<p>This should return something like the following:</p>\n<div class=\"highlight highlight-source-json\"><pre>{\n    <span class=\"pl-ent\">\"FunctionUrl\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>https://m2jatdfy4bulhvsfcrfc6sfw2i0bjfpx.lambda-url.us-east-1.on.aws/<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"FunctionArn\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>arn:aws:lambda:us-east-1:462092780466:function:lambda-python-hello-world<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"AuthType\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>NONE<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-ent\">\"CreationTime\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>2022-09-19T02:27:48.356967Z<span class=\"pl-pds\">\"</span></span>\n}</pre></div>\n<p>And sure enough, <a href=\"https://m2jatdfy4bulhvsfcrfc6sfw2i0bjfpx.lambda-url.us-east-1.on.aws/\" rel=\"nofollow\">https://m2jatdfy4bulhvsfcrfc6sfw2i0bjfpx.lambda-url.us-east-1.on.aws/</a> now returns \"Hello World from Python\".</p>\n<h2><a id=\"user-content-updating-the-function\" class=\"anchor\" aria-hidden=\"true\" href=\"#updating-the-function\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Updating the function</h2>\n<p>Having deployed the function, updating it is pleasantly easy.</p>\n<p>You create a new <code>function.zip</code> file - which I do like this:</p>\n<div class=\"highlight highlight-source-shell\"><pre>rm -f function.zip <span class=\"pl-c\"><span class=\"pl-c\">#</span> Delete if it exists</span>\nzip function.zip lambda_function.py </pre></div>\n<p>And then deploy the update like so:</p>\n<div class=\"highlight highlight-source-shell\"><pre>aws lambda update-function-code \\\n  --function-name lambda-python-hello-world \\\n  --zip-file fileb://function.zip</pre></div>\n<h2><a id=\"user-content-adding-pure-python-dependencies\" class=\"anchor\" aria-hidden=\"true\" href=\"#adding-pure-python-dependencies\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Adding pure Python dependencies</h2>\n<p>Adding dependencies to the project was by far the most confusing aspect of this whole process.</p>\n<p>Eventually I found a <a href=\"https://github.com/pixegami/fastapi-tutorial/blob/4ec9247faf53e4c399ea18a4ac27c0e85a137955/README.md#deploying-fastapi-to-aws-lambda\">good way to do it</a> thanks to the example code published to accompany <a href=\"https://www.youtube.com/watch?v=RGIM4JfsSk0\" rel=\"nofollow\">this YouTube video</a> by Pixegami.</p>\n<p>The trick is to include ALL of your dependencies <em>in the root of your zip file</em>.</p>\n<p>Forget about <code>requirements.txt</code> and suchlike - you need to install copies of the actual dependencies themselves.</p>\n<p>Here's the recipe that works for me. First, create a <code>requirements.txt</code> file listing your dependencies:</p>\n<pre><code>cowsay\n</code></pre>\n<p>Now use the <code>pip install -t</code> command to install those requirements into a specific directory - I use <code>lib</code>:</p>\n<div class=\"highlight highlight-source-shell\"><pre>python3 -m pip install -t lib -r requirements.txt</pre></div>\n<p>Run <code>ls -lah lib</code> to confirm that the files are in there.</p>\n<pre><code>ls lib | cat\n</code></pre>\n<pre><code>bin\ncowsay\ncowsay-5.0-py3.10.egg-info\n</code></pre>\n<p>Now use this recipe to add everything in <code>lib</code> to the root of your zip file:</p>\n<div class=\"highlight highlight-source-shell\"><pre>(cd lib<span class=\"pl-k\">;</span> zip ../function.zip -r .)</pre></div>\n<p>You can run this command to see the list of files in the zip:</p>\n<div class=\"highlight highlight-source-shell\"><pre>unzip -l function.zip</pre></div>\n<p>Let's update <code>lambda_function.py</code> to demonstrate the <code>cowsay</code> library:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">import</span> <span class=\"pl-s1\">cowsay</span>\n\n\n<span class=\"pl-k\">def</span> <span class=\"pl-en\">lambda_handler</span>(<span class=\"pl-s1\">event</span>, <span class=\"pl-s1\">context</span>): \n    <span class=\"pl-k\">return</span> {\n        <span class=\"pl-s\">\"statusCode\"</span>: <span class=\"pl-c1\">200</span>,\n        <span class=\"pl-s\">\"headers\"</span>: {\n            <span class=\"pl-s\">\"Content-Type\"</span>: <span class=\"pl-s\">\"text/plain\"</span>\n        },\n        <span class=\"pl-s\">\"body\"</span>: <span class=\"pl-s1\">cowsay</span>.<span class=\"pl-en\">get_output_string</span>(<span class=\"pl-s\">\"pig\"</span>, <span class=\"pl-s\">\"Hello world, I am a pig\"</span>)\n    }</pre></div>\n<p>Add that updated <code>lambda_function.py</code> to the zip file again:</p>\n<div class=\"highlight highlight-source-shell\"><pre>zip function.zip lambda_function.py</pre></div>\n<p>Deploy the update:</p>\n<pre><code>aws lambda update-function-code \\\n  --function-name lambda-python-hello-world \\\n  --zip-file fileb://function.zip\n</code></pre>\n<p>Hit refresh on the URL from earlier and you should see:</p>\n<pre><code>  _______________________\n| Hello world, I am a pig |\n  =======================\n                       \\\n                        \\\n                         \\\n                          \\\n                                    ,.\n                                   (_|,.\n                                   ,' /, )_______   _\n                               __j o``-'        `.'-)'\n                               (\")                 \\'\n                               `-j                |\n                                 `-._(           /\n                                    |_\\  |--^.  /\n                                   /_]'|_| /_)_/\n                                       /_]'  /_]'\n</code></pre>\n<h2><a id=\"user-content-advanced-python-dependencies\" class=\"anchor\" aria-hidden=\"true\" href=\"#advanced-python-dependencies\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Advanced Python dependencies</h2>\n<p>The above recipe works fine for dependencies that are written only in Python.</p>\n<p>Where things get more complicated is when you want to use a dependency that includes native code.</p>\n<p>I use a Mac. If I run <code>pip install -t lib -r requirements.txt</code> I'll get the Mac versions of those dependencies.</p>\n<p>But AWS Lambda functions run on Amazon Linux. So we need to include version of our packages that are built for that platform in our zip file.</p>\n<p>I first had to do this because I realized the <code>python3.9</code> Lambda runtime includes a truly ancient version of SQLite - version 3.7.17 <a href=\"http://www.sqlite.org/releaselog/3_7_17.html\" rel=\"nofollow\">from 2013-05-20</a>.</p>\n<p>The <a href=\"https://pypi.org/project/pysqlite3-binary/\" rel=\"nofollow\">pysqlite3-binary</a> package provides a much more recent SQLite, and <a href=\"https://datasette.io/\" rel=\"nofollow\">Datasette</a> uses that automatically if it's installed.</p>\n<p>I figured the best way to do this would be to run the <code>pip install</code> command inside an Amazon Linux Docker container. After much head scratching, I came up with this recipe for doing that:</p>\n<div class=\"highlight highlight-source-shell\"><pre>docker run -t -v <span class=\"pl-s\"><span class=\"pl-pds\">$(</span>pwd<span class=\"pl-pds\">)</span></span>:/mnt \\\n  public.ecr.aws/sam/build-python3.9:latest \\\n  /bin/sh -c <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pip install -r /mnt/requirements.txt -t /mnt/lib<span class=\"pl-pds\">\"</span></span></pre></div>\n<ul>\n<li>The <code>-v $(pwd):/mnt</code> flag mounts the current directory as <code>/mnt</code> inside the container.</li>\n<li>The <code>public.ecr.aws/sam/build-python3.9:latest</code> image is the official AWS Lambda Python 3.9 image.</li>\n<li>\n<code>/bin/sh -c \"pip install -r /mnt/requirements.txt -t /mnt/lib\"</code> runs <code>pip install</code> inside the container, but ensures the files are written to <code>/mnt/lib</code> which is the <code>lib</code> folder in our current directory.</li>\n</ul>\n<p>This recipe works! The result is a <code>lib/</code> folder full of Amazon Linux Python packages, ready to be zipped up and deployed.</p>\n<h2><a id=\"user-content-running-an-asgi-application\" class=\"anchor\" aria-hidden=\"true\" href=\"#running-an-asgi-application\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Running an ASGI application</h2>\n<p>I want to deploy <a href=\"https://datasette.io/\" rel=\"nofollow\">Datasette</a>.</p>\n<p>Datasette is an <a href=\"https://simonwillison.net/2019/Jun/23/datasette-asgi/\" rel=\"nofollow\">ASGI application</a>.</p>\n<p>But... AWS Lambda functions have their own weird interface to HTTP - the <code>event</code> and <code>context</code> parameters shown above.</p>\n<p><a href=\"https://github.com/jordaneremieff/mangum\">Mangum</a> is a well regarded library that bridges the gap between the two.</p>\n<p>Here's how I got Datasette and Mangum working. It was surprisingly straight-forward!</p>\n<p>I added the following to my <code>requirements.txt</code> file:</p>\n<pre><code>datasette\npysqlite3-binary\nmangum\n</code></pre>\n<p>I deleted my <code>lib</code> folder:</p>\n<pre><code>rm -rf lib\n</code></pre>\n<p>Then I ran the magic incantation from above:</p>\n<div class=\"highlight highlight-source-shell\"><pre>docker run -t -v <span class=\"pl-s\"><span class=\"pl-pds\">$(</span>pwd<span class=\"pl-pds\">)</span></span>:/mnt \\\n  public.ecr.aws/sam/build-python3.9:latest \\\n  /bin/sh -c <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pip install -r /mnt/requirements.txt -t /mnt/lib<span class=\"pl-pds\">\"</span></span></pre></div>\n<p>I added the dependencies to a new <code>function.zip</code> file:</p>\n<div class=\"highlight highlight-source-shell\"><pre>rm -rf function.zip\n(cd lib<span class=\"pl-k\">;</span> zip ../function.zip -r .)</pre></div>\n<p>Then I added the following to <code>lambda_function.py</code>:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">import</span> <span class=\"pl-s1\">asyncio</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">datasette</span>.<span class=\"pl-s1\">app</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">Datasette</span>\n<span class=\"pl-k\">import</span> <span class=\"pl-s1\">mangum</span>\n\n\n<span class=\"pl-s1\">ds</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">Datasette</span>([<span class=\"pl-s\">\"fixtures.db\"</span>])\n<span class=\"pl-c\"># Handler wraps the Datasette ASGI app with Mangum:</span>\n<span class=\"pl-s1\">lambda_handler</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">mangum</span>.<span class=\"pl-v\">Mangum</span>(<span class=\"pl-s1\">ds</span>.<span class=\"pl-en\">app</span>())</pre></div>\n<p>I added that to the zip:</p>\n<pre><code>zip function.zip lambda_function.py\n</code></pre>\n<p>Finally, I grabbed a copy of the standard Datasette <code>fixtures.db</code> database file and added that to the zip as well:</p>\n<div class=\"highlight highlight-source-shell\"><pre>wget https://latest.datasette.io/fixtures.db\nzip function.zip fixtures.db</pre></div>\n<p>The finished <code>function.zip</code> is 7.1MB. Time to deploy it:</p>\n<pre><code>aws lambda update-function-code \\\n  --function-name lambda-python-hello-world \\\n  --zip-file fileb://function.zip\n</code></pre>\n<p>This did the trick! I now had a Datasette instance running on Lambda: <a href=\"https://fnkvspusjrl5dxytaxnuwidxem0hverw.lambda-url.us-east-1.on.aws/\" rel=\"nofollow\">https://fnkvspusjrl5dxytaxnuwidxem0hverw.lambda-url.us-east-1.on.aws/</a></p>\n<p>The default Lambda configuration only provides 128MB of RAM, and I was getting occasional timeout errors. Bumping that up to 256MB fixed the problem:</p>\n<div class=\"highlight highlight-source-shell\"><pre>aws lambda update-function-configuration \\\n  --function-name lambda-python-hello-world \\\n  --memory-size 256</pre></div>\n<h2><a id=\"user-content-this-should-work-for-starlette-and-fastapi-too\" class=\"anchor\" aria-hidden=\"true\" href=\"#this-should-work-for-starlette-and-fastapi-too\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>This should work for Starlette and FastAPI too</h2>\n<p>Mangum works with ASGI apps, so any app built using <a href=\"https://www.starlette.io/\" rel=\"nofollow\">Starlette</a> or <a href=\"https://fastapi.tiangolo.com/\" rel=\"nofollow\">FastAPI</a> should work exactly the same way.</p>\n<h2><a id=\"user-content-pretty-urls\" class=\"anchor\" aria-hidden=\"true\" href=\"#pretty-urls\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Pretty URLs</h2>\n<p>One thing I haven't figured out yet is how to assign a custom domain name to a Lambda function.</p>\n<p>I understand doing that involves several other AWS services, potentially API Gateway, CloudFront and Route53. I'll update this once I figure those out.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-09-18T20:08:14-07:00", "created_utc": "2022-09-19T03:08:14+00:00", "updated": "2022-09-19T11:39:51-07:00", "updated_utc": "2022-09-19T18:39:51+00:00", "shot_hash": "d6285f78938f820ca587824fc6eba035", "slug": "asgi-mangum"}, {"path": "azure_all-traffic-to-subdomain.md", "topic": "azure", "title": "Writing an Azure Function that serves all traffic to a subdomain", "url": "https://github.com/simonw/til/blob/main/azure/all-traffic-to-subdomain.md", "body": "[Azure Functions](https://docs.microsoft.com/en-us/azure/azure-functions/) default to serving traffic from a path like `/api/FunctionName` - for example `https://your-subdomain.azurewebsites.net/api/MyFunction`.\n\nIf you want to serve an entire website through a single function (e.g. using [Datasette](https://datasette.io/)) you need that function to we called for any traffic to that subdomain.\n\nHere's how to do that - to capture all traffic to any path under `https://your-subdomain.azurewebsites.net/`.\n\nFirst add the following section to your `host.json` file:\n\n```\n    \"extensions\": {\n        \"http\": {\n            \"routePrefix\": \"\"\n        }\n    }\n```\nThen add `\"route\": \"{*route}\"` to the `function.json` file for the function that you would like to serve all traffic. Mine ended up looking like this:\n```json\n{\n    \"scriptFile\": \"__init__.py\",\n    \"bindings\": [\n        {\n            \"authLevel\": \"Anonymous\",\n            \"type\": \"httpTrigger\",\n            \"direction\": \"in\",\n            \"name\": \"req\",\n            \"route\": \"{*route}\",\n            \"methods\": [\n                \"get\",\n                \"post\"\n            ]\n        },\n        {\n            \"type\": \"http\",\n            \"direction\": \"out\",\n            \"name\": \"$return\"\n        }\n    ]\n}\n```\nSee https://github.com/simonw/azure-functions-datasette for an example that uses this pattern.", "html": "<p><a href=\"https://docs.microsoft.com/en-us/azure/azure-functions/\" rel=\"nofollow\">Azure Functions</a> default to serving traffic from a path like <code>/api/FunctionName</code> - for example <code>https://your-subdomain.azurewebsites.net/api/MyFunction</code>.</p>\n<p>If you want to serve an entire website through a single function (e.g. using <a href=\"https://datasette.io/\" rel=\"nofollow\">Datasette</a>) you need that function to we called for any traffic to that subdomain.</p>\n<p>Here's how to do that - to capture all traffic to any path under <code>https://your-subdomain.azurewebsites.net/</code>.</p>\n<p>First add the following section to your <code>host.json</code> file:</p>\n<pre><code>    \"extensions\": {\n        \"http\": {\n            \"routePrefix\": \"\"\n        }\n    }\n</code></pre>\n<p>Then add <code>\"route\": \"{*route}\"</code> to the <code>function.json</code> file for the function that you would like to serve all traffic. Mine ended up looking like this:</p>\n<div class=\"highlight highlight-source-json\"><pre>{\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>scriptFile<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>__init__.py<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>bindings<span class=\"pl-pds\">\"</span></span>: [\n        {\n            <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>authLevel<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Anonymous<span class=\"pl-pds\">\"</span></span>,\n            <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>type<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>httpTrigger<span class=\"pl-pds\">\"</span></span>,\n            <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>direction<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>in<span class=\"pl-pds\">\"</span></span>,\n            <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>name<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>req<span class=\"pl-pds\">\"</span></span>,\n            <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>route<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>{*route}<span class=\"pl-pds\">\"</span></span>,\n            <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>methods<span class=\"pl-pds\">\"</span></span>: [\n                <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>get<span class=\"pl-pds\">\"</span></span>,\n                <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>post<span class=\"pl-pds\">\"</span></span>\n            ]\n        },\n        {\n            <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>type<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>http<span class=\"pl-pds\">\"</span></span>,\n            <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>direction<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>out<span class=\"pl-pds\">\"</span></span>,\n            <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>name<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>$return<span class=\"pl-pds\">\"</span></span>\n        }\n    ]\n}</pre></div>\n<p>See <a href=\"https://github.com/simonw/azure-functions-datasette\">https://github.com/simonw/azure-functions-datasette</a> for an example that uses this pattern.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-03-27T20:49:56-07:00", "created_utc": "2021-03-28T03:49:56+00:00", "updated": "2021-03-27T20:49:56-07:00", "updated_utc": "2021-03-28T03:49:56+00:00", "shot_hash": "70d46c9c26f38e5813d281c2b7c56c1d", "slug": "all-traffic-to-subdomain"}, {"path": "bash_escaping-a-string.md", "topic": "bash", "title": "Escaping strings in Bash using !:q", "url": "https://github.com/simonw/til/blob/main/bash/escaping-a-string.md", "body": "TIL this trick, [via Pascal Hirsch](https://twitter.com/phphys/status/1311727268398465029) on Twitter. Enter a line of Bash starting with a `#` comment, then run `!:q` on the next line to see what that would be with proper Bash escaping applied.\n\n```\nbash-3.2$ # This string 'has single' \"and double\" quotes and a $\nbash-3.2$ !:q\n'# This string '\\''has single'\\'' \"and double\" quotes and a $'\nbash: # This string 'has single' \"and double\" quotes and a $: command not found\n```\nHow does this work? [James Coglan explains](https://twitter.com/mountain_ghosts/status/1311767073933099010):\n\n> The `!` character begins a history expansion; `!string` produces the last command beginning with `string`, and `:q` is a modifier that quotes the result; so I'm guessing this is equivalent to `!string` where `string` is `\"\"`, so it produces the most recent command, just like `!!` does\n\nA bunch more useful tips in the [thread about this on Hacker News](https://news.ycombinator.com/item?id=24659282).", "html": "<p>TIL this trick, <a href=\"https://twitter.com/phphys/status/1311727268398465029\" rel=\"nofollow\">via Pascal Hirsch</a> on Twitter. Enter a line of Bash starting with a <code>#</code> comment, then run <code>!:q</code> on the next line to see what that would be with proper Bash escaping applied.</p>\n<pre><code>bash-3.2$ # This string 'has single' \"and double\" quotes and a $\nbash-3.2$ !:q\n'# This string '\\''has single'\\'' \"and double\" quotes and a $'\nbash: # This string 'has single' \"and double\" quotes and a $: command not found\n</code></pre>\n<p>How does this work? <a href=\"https://twitter.com/mountain_ghosts/status/1311767073933099010\" rel=\"nofollow\">James Coglan explains</a>:</p>\n<blockquote>\n<p>The <code>!</code> character begins a history expansion; <code>!string</code> produces the last command beginning with <code>string</code>, and <code>:q</code> is a modifier that quotes the result; so I'm guessing this is equivalent to <code>!string</code> where <code>string</code> is <code>\"\"</code>, so it produces the most recent command, just like <code>!!</code> does</p>\n</blockquote>\n<p>A bunch more useful tips in the <a href=\"https://news.ycombinator.com/item?id=24659282\" rel=\"nofollow\">thread about this on Hacker News</a>.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-10-01T13:32:02-07:00", "created_utc": "2020-10-01T20:32:02+00:00", "updated": "2020-10-03T22:30:04-07:00", "updated_utc": "2020-10-04T05:30:04+00:00", "shot_hash": "7b7a5e24ac848f6bd511817576928928", "slug": "escaping-a-string"}, {"path": "bash_escaping-sql-for-curl-to-datasette.md", "topic": "bash", "title": "Escaping a SQL query to use with curl and Datasette", "url": "https://github.com/simonw/til/blob/main/bash/escaping-sql-for-curl-to-datasette.md", "body": "I used this pattern to pass a SQL query to Datasette's CSV export via curl and output the results, stripping off the first row (the header row) using `tail -n +2`.\n\nSQL queries need to be URL-encoded - I did that be echoing the SQL query and piping it to a Python one-liner that calls the `urllib.parse.quote()` function.\n\n```bash\ncurl -s \"https://github-to-sqlite.dogsheep.net/github.csv?sql=$(echo '\nselect\n  full_name\nfrom\n  repos\nwhere\n  rowid in (\n    select\n      repos.rowid\n    from\n      repos,\n      json_each(repos.topics) j\n    where\n      j.value = \"datasette-io\"\n  )\n  and rowid in (\n    select\n      repos.rowid\n    from\n      repos,\n      json_each(repos.topics) j\n    where\n      j.value = \"datasette-plugin\"\n  )\norder by\n  updated_at desc\n' | python3 -c \\\n  'import sys; import urllib.parse; print(urllib.parse.quote(sys.stdin.read()))')\" \\\n  | tail -n +2\n```\nHere's [that SQL query](https://github-to-sqlite.dogsheep.net/github?sql=select%0D%0A++full_name%0D%0Afrom%0D%0A++repos%0D%0Awhere%0D%0A++rowid+in+%28%0D%0A++++select%0D%0A++++++repos.rowid%0D%0A++++from%0D%0A++++++repos%2C%0D%0A++++++json_each%28repos.topics%29+j%0D%0A++++where%0D%0A++++++j.value+%3D+%22datasette-io%22%0D%0A++%29%0D%0A++and+rowid+in+%28%0D%0A++++select%0D%0A++++++repos.rowid%0D%0A++++from%0D%0A++++++repos%2C%0D%0A++++++json_each%28repos.topics%29+j%0D%0A++++where%0D%0A++++++j.value+%3D+%22datasette-plugin%22%0D%0A++%29%0D%0Aorder+by%0D%0A++updated_at+desc) in the Datasette web UI.\n\nThe output from the bash one-liner looks like this:\n```\nsimonw/datasette-edit-schema\nsimonw/datasette-import-table\nsimonw/datasette-dateutil\nsimonw/datasette-seaborn\nsimonw/datasette-backup\nsimonw/datasette-yaml\nsimonw/datasette-schema-versions\nsimonw/datasette-graphql\nsimonw/datasette-insert\nsimonw/datasette-copyable\nsimonw/datasette-auth-passwords\nsimonw/datasette-glitch\nsimonw/datasette-block-robots\nsimonw/datasette-saved-queries\nsimonw/datasette-psutil\nsimonw/datasette-auth-tokens\nsimonw/datasette-permissions-sql\nsimonw/datasette-media\nsimonw/datasette-atom\nsimonw/datasette-vega\nsimonw/datasette-jellyfish\nsimonw/datasette-leaflet-geojson\nsimonw/datasette-template-sql\nsimonw/datasette-render-markdown\nsimonw/datasette-auth-github\nsimonw/datasette-mask-columns\nsimonw/datasette-jq\nsimonw/datasette-cluster-map\nsimonw/datasette-upload-csvs\nsimonw/datasette-publish-fly\nsimonw/datasette-render-images\nsimonw/datasette-render-timestamps\nsimonw/datasette-configure-fts\nsimonw/datasette-search-all\nsimonw/datasette-render-html\nsimonw/datasette-show-errors\nsimonw/datasette-column-inspect\nsimonw/datasette-ics\nsimonw/datasette-json-html\nsimonw/datasette-pretty-json\nsimonw/datasette-sqlite-fts4\nsimonw/datasette-bplist\nsimonw/datasette-render-binary\nsimonw/datasette-rure\nsimonw/datasette-haversine\n```", "html": "<p>I used this pattern to pass a SQL query to Datasette's CSV export via curl and output the results, stripping off the first row (the header row) using <code>tail -n +2</code>.</p>\n<p>SQL queries need to be URL-encoded - I did that be echoing the SQL query and piping it to a Python one-liner that calls the <code>urllib.parse.quote()</code> function.</p>\n<div class=\"highlight highlight-source-shell\"><pre>curl -s <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>https://github-to-sqlite.dogsheep.net/github.csv?sql=<span class=\"pl-s\"><span class=\"pl-pds\">$(</span>echo <span class=\"pl-s\"><span class=\"pl-pds\">'</span></span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">select</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">  full_name</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">from</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">  repos</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">where</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">  rowid in (</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">    select</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">      repos.rowid</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">    from</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">      repos,</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">      json_each(repos.topics) j</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">    where</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">      j.value = \"datasette-io\"</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">  )</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">  and rowid in (</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">    select</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">      repos.rowid</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">    from</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">      repos,</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">      json_each(repos.topics) j</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">    where</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">      j.value = \"datasette-plugin\"</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">  )</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">order by</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\">  updated_at desc</span></span></span>\n<span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-s\"><span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">|</span> python3 -c \\</span></span>\n<span class=\"pl-s\"><span class=\"pl-s\">  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>import sys; import urllib.parse; print(urllib.parse.quote(sys.stdin.read()))<span class=\"pl-pds\">'</span></span><span class=\"pl-pds\">)</span></span><span class=\"pl-pds\">\"</span></span> \\\n  <span class=\"pl-k\">|</span> tail -n +2</pre></div>\n<p>Here's <a href=\"https://github-to-sqlite.dogsheep.net/github?sql=select%0D%0A++full_name%0D%0Afrom%0D%0A++repos%0D%0Awhere%0D%0A++rowid+in+%28%0D%0A++++select%0D%0A++++++repos.rowid%0D%0A++++from%0D%0A++++++repos%2C%0D%0A++++++json_each%28repos.topics%29+j%0D%0A++++where%0D%0A++++++j.value+%3D+%22datasette-io%22%0D%0A++%29%0D%0A++and+rowid+in+%28%0D%0A++++select%0D%0A++++++repos.rowid%0D%0A++++from%0D%0A++++++repos%2C%0D%0A++++++json_each%28repos.topics%29+j%0D%0A++++where%0D%0A++++++j.value+%3D+%22datasette-plugin%22%0D%0A++%29%0D%0Aorder+by%0D%0A++updated_at+desc\" rel=\"nofollow\">that SQL query</a> in the Datasette web UI.</p>\n<p>The output from the bash one-liner looks like this:</p>\n<pre><code>simonw/datasette-edit-schema\nsimonw/datasette-import-table\nsimonw/datasette-dateutil\nsimonw/datasette-seaborn\nsimonw/datasette-backup\nsimonw/datasette-yaml\nsimonw/datasette-schema-versions\nsimonw/datasette-graphql\nsimonw/datasette-insert\nsimonw/datasette-copyable\nsimonw/datasette-auth-passwords\nsimonw/datasette-glitch\nsimonw/datasette-block-robots\nsimonw/datasette-saved-queries\nsimonw/datasette-psutil\nsimonw/datasette-auth-tokens\nsimonw/datasette-permissions-sql\nsimonw/datasette-media\nsimonw/datasette-atom\nsimonw/datasette-vega\nsimonw/datasette-jellyfish\nsimonw/datasette-leaflet-geojson\nsimonw/datasette-template-sql\nsimonw/datasette-render-markdown\nsimonw/datasette-auth-github\nsimonw/datasette-mask-columns\nsimonw/datasette-jq\nsimonw/datasette-cluster-map\nsimonw/datasette-upload-csvs\nsimonw/datasette-publish-fly\nsimonw/datasette-render-images\nsimonw/datasette-render-timestamps\nsimonw/datasette-configure-fts\nsimonw/datasette-search-all\nsimonw/datasette-render-html\nsimonw/datasette-show-errors\nsimonw/datasette-column-inspect\nsimonw/datasette-ics\nsimonw/datasette-json-html\nsimonw/datasette-pretty-json\nsimonw/datasette-sqlite-fts4\nsimonw/datasette-bplist\nsimonw/datasette-render-binary\nsimonw/datasette-rure\nsimonw/datasette-haversine\n</code></pre>\n", 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"}, "created": "2020-12-08T11:05:59-08:00", "created_utc": "2020-12-08T19:05:59+00:00", "updated": "2020-12-08T11:05:59-08:00", "updated_utc": "2020-12-08T19:05:59+00:00", "shot_hash": "9af124acc855d09f35908a7eaed9be9f", "slug": "escaping-sql-for-curl-to-datasette"}, {"path": "bash_finding-bom-csv-files-with-ripgrep.md", "topic": "bash", "title": "Finding CSV files that start with a BOM using ripgrep", "url": "https://github.com/simonw/til/blob/main/bash/finding-bom-csv-files-with-ripgrep.md", "body": "For [sqlite-utils issue 250](https://github.com/simonw/sqlite-utils/issues/250) I needed to locate some test CSV files that start with a UTF-8 BOM.\n\nHere's how I did that using [ripgrep](https://github.com/BurntSushi/ripgrep):\n```\n$ rg --multiline --encoding none '^(?-u:\\xEF\\xBB\\xBF)' --glob '*.csv' .\n```\nThe `--multiline` option means the search spans multiple lines - I only want to match entire files that begin with my search term, so this means that `^` will match the start of the file, not the start of individual lines.\n\n`--encoding none` runs the search against the raw bytes of the file, disabling ripgrep's default BOM detection.\n\n`--glob '*.csv'` causes ripgrep to search only CSV files.\n\nThe regular expression itself looks like this:\n\n    ^(?-u:\\xEF\\xBB\\xBF)\n\nThis is [rust regex](https://docs.rs/regex/1.5.4/regex/#syntax) syntax.\n\n`(?-u:` means \"turn OFF the `u` flag for the duration of this block\" - the `u` flag, which is on by default, causes the Rust regex engine to interpret input as unicode. So within the rest of that `(...)` block we can use escaped byte sequences.\n\nFinally, `\\xEF\\xBB\\xBF` is the byte sequence for the UTF-8 BOM itself.", "html": "<p>For <a href=\"https://github.com/simonw/sqlite-utils/issues/250\">sqlite-utils issue 250</a> I needed to locate some test CSV files that start with a UTF-8 BOM.</p>\n<p>Here's how I did that using <a href=\"https://github.com/BurntSushi/ripgrep\">ripgrep</a>:</p>\n<pre><code>$ rg --multiline --encoding none '^(?-u:\\xEF\\xBB\\xBF)' --glob '*.csv' .\n</code></pre>\n<p>The <code>--multiline</code> option means the search spans multiple lines - I only want to match entire files that begin with my search term, so this means that <code>^</code> will match the start of the file, not the start of individual lines.</p>\n<p><code>--encoding none</code> runs the search against the raw bytes of the file, disabling ripgrep's default BOM detection.</p>\n<p><code>--glob '*.csv'</code> causes ripgrep to search only CSV files.</p>\n<p>The regular expression itself looks like this:</p>\n<pre><code>^(?-u:\\xEF\\xBB\\xBF)\n</code></pre>\n<p>This is <a href=\"https://docs.rs/regex/1.5.4/regex/#syntax\" rel=\"nofollow\">rust regex</a> syntax.</p>\n<p><code>(?-u:</code> means \"turn OFF the <code>u</code> flag for the duration of this block\" - the <code>u</code> flag, which is on by default, causes the Rust regex engine to interpret input as unicode. So within the rest of that <code>(...)</code> block we can use escaped byte sequences.</p>\n<p>Finally, <code>\\xEF\\xBB\\xBF</code> is the byte sequence for the UTF-8 BOM itself.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-05-28T22:23:45-07:00", "created_utc": "2021-05-29T05:23:45+00:00", "updated": "2021-05-28T22:23:45-07:00", "updated_utc": "2021-05-29T05:23:45+00:00", "shot_hash": "708508f8876dcdb33cc2e58461643886", "slug": "finding-bom-csv-files-with-ripgrep"}, {"path": "bash_ignore-errors.md", "topic": "bash", "title": "Ignoring errors in a section of a Bash script", "url": "https://github.com/simonw/til/blob/main/bash/ignore-errors.md", "body": "For [simonw/museums#32](https://github.com/simonw/museums/issues/32) I wanted to have certain lines in my Bash script ignore any errors: lines that used `sqlite-utils` to add columns and configure FTS, but that might fail with an error if the column already existed or FTS had already been configured.\n\n[This tip](https://stackoverflow.com/a/60362732) on StackOverflow lead me to the [following recipe](https://github.com/simonw/museums/blob/d94410440a5c81a5cb3a0f0b886a8cd30941b8a9/build.sh):\n\n```bash\n#!/bin/bash\nset -euo pipefail\n\nyaml-to-sqlite browse.db museums museums.yaml --pk=id\npython annotate_nominatum.py browse.db\npython annotate_timestamps.py\n# Ignore errors in following block until set -e:\nset +e\nsqlite-utils add-column browse.db museums country 2>/dev/null\nsqlite3 browse.db < set-country.sql\nsqlite-utils disable-fts browse.db museums 2>/dev/null\nsqlite-utils enable-fts browse.db museums \\\n  name description country osm_city \\\n  --tokenize porter --create-triggers 2>/dev/null\nset -e\n```\nEverything between the `set +e` and the `set -e` lines can now error without the Bash script itself failing.\n\nThe failing lines were still showing a bunch of Python tracebacks. I fixed that by redirecting their standard error output to `/dev/null` like this:\n```bash\nsqlite-utils disable-fts browse.db museums 2>/dev/null\n```", "html": "<p>For <a href=\"https://github.com/simonw/museums/issues/32\">simonw/museums#32</a> I wanted to have certain lines in my Bash script ignore any errors: lines that used <code>sqlite-utils</code> to add columns and configure FTS, but that might fail with an error if the column already existed or FTS had already been configured.</p>\n<p><a href=\"https://stackoverflow.com/a/60362732\" rel=\"nofollow\">This tip</a> on StackOverflow lead me to the <a href=\"https://github.com/simonw/museums/blob/d94410440a5c81a5cb3a0f0b886a8cd30941b8a9/build.sh\">following recipe</a>:</p>\n<div class=\"highlight highlight-source-shell\"><pre><span class=\"pl-c\"><span class=\"pl-c\">#!</span>/bin/bash</span>\n<span class=\"pl-c1\">set</span> -euo pipefail\n\nyaml-to-sqlite browse.db museums museums.yaml --pk=id\npython annotate_nominatum.py browse.db\npython annotate_timestamps.py\n<span class=\"pl-c\"><span class=\"pl-c\">#</span> Ignore errors in following block until set -e:</span>\n<span class=\"pl-c1\">set</span> +e\nsqlite-utils add-column browse.db museums country <span class=\"pl-k\">2&gt;</span>/dev/null\nsqlite3 browse.db <span class=\"pl-k\">&lt;</span> set-country.sql\nsqlite-utils disable-fts browse.db museums <span class=\"pl-k\">2&gt;</span>/dev/null\nsqlite-utils enable-fts browse.db museums \\\n  name description country osm_city \\\n  --tokenize porter --create-triggers <span class=\"pl-k\">2&gt;</span>/dev/null\n<span class=\"pl-c1\">set</span> -e</pre></div>\n<p>Everything between the <code>set +e</code> and the <code>set -e</code> lines can now error without the Bash script itself failing.</p>\n<p>The failing lines were still showing a bunch of Python tracebacks. I fixed that by redirecting their standard error output to <code>/dev/null</code> like this:</p>\n<div class=\"highlight highlight-source-shell\"><pre>sqlite-utils disable-fts browse.db museums <span class=\"pl-k\">2&gt;</span>/dev/null</pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-06-27T17:24:42-07:00", "created_utc": "2022-06-28T00:24:42+00:00", "updated": "2022-06-27T17:24:42-07:00", "updated_utc": "2022-06-28T00:24:42+00:00", "shot_hash": "d8c7cdf1528485991e86832fb6951377", "slug": "ignore-errors"}, {"path": "bash_loop-over-csv.md", "topic": "bash", "title": "Looping over comma-separated values in Bash", "url": "https://github.com/simonw/til/blob/main/bash/loop-over-csv.md", "body": "Given a file (or a process) that produces comma separated values, here's how to split those into separate variables and use them in a bash script.\n\nThe trick is to set the Bash `IFS` to a delimiter, then use `my_array=($my_string)` to split on that delimiter.\n\nCreate a text file called `data.txt` containing this:\n```\nfirst,1\nsecond,2\n```\nYou can create that by doing:\n```bash\necho 'first,1\nsecond,2' > /tmp/data.txt\n```\nTo loop over that file and print each line:\n```bash\nfor line in $(cat /tmp/data.txt);\ndo\n  echo $line\ndone\n```\nTo split each line into two separate variables in the loop, do this:\n```bash\nfor line in $(cat /tmp/data.txt);\ndo\n  IFS=$','; split=($line); unset IFS;\n  # $split is now a bash array\n  echo \"Column 1: ${split[0]}\"\n  echo \"Column 2: ${split[1]}\"\ndone\n```\nOutputs:\n```\nColumn 1: first\nColumn 2: 1\nColumn 1: second\nColumn 2: 2\n```\nHere's a script I wrote using this technique for the TIL [Use labels on Cloud Run services for a billing breakdown](https://til.simonwillison.net/til/til/cloudrun_use-labels-for-billing-breakdown.md):\n```bash\n#!/bin/bash\nfor line in $(\n  gcloud run services list --platform=managed \\\n    --format=\"csv(SERVICE,REGION)\" \\\n    --filter \"NOT metadata.labels.service:*\" \\\n  | tail -n +2)\ndo\n  IFS=$','; service_and_region=($line); unset IFS;\n  service=${service_and_region[0]}\n  region=${service_and_region[1]}\n  echo \"service: $service    region: $region\"\n  gcloud run services update $service \\\n    --region=$region --platform=managed \\\n    --update-labels service=$service\n  echo\ndone\n```", "html": "<p>Given a file (or a process) that produces comma separated values, here's how to split those into separate variables and use them in a bash script.</p>\n<p>The trick is to set the Bash <code>IFS</code> to a delimiter, then use <code>my_array=($my_string)</code> to split on that delimiter.</p>\n<p>Create a text file called <code>data.txt</code> containing this:</p>\n<pre><code>first,1\nsecond,2\n</code></pre>\n<p>You can create that by doing:</p>\n<div class=\"highlight highlight-source-shell\"><pre><span class=\"pl-c1\">echo</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>first,1</span>\n<span class=\"pl-s\">second,2<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">&gt;</span> /tmp/data.txt</pre></div>\n<p>To loop over that file and print each line:</p>\n<div class=\"highlight highlight-source-shell\"><pre><span class=\"pl-k\">for</span> <span class=\"pl-smi\">line</span> <span class=\"pl-k\">in</span> <span class=\"pl-s\"><span class=\"pl-pds\">$(</span>cat /tmp/data.txt<span class=\"pl-pds\">)</span></span><span class=\"pl-k\">;</span>\n<span class=\"pl-k\">do</span>\n  <span class=\"pl-c1\">echo</span> <span class=\"pl-smi\">$line</span>\n<span class=\"pl-k\">done</span></pre></div>\n<p>To split each line into two separate variables in the loop, do this:</p>\n<div class=\"highlight highlight-source-shell\"><pre><span class=\"pl-k\">for</span> <span class=\"pl-smi\">line</span> <span class=\"pl-k\">in</span> <span class=\"pl-s\"><span class=\"pl-pds\">$(</span>cat /tmp/data.txt<span class=\"pl-pds\">)</span></span><span class=\"pl-k\">;</span>\n<span class=\"pl-k\">do</span>\n  IFS=<span class=\"pl-s\"><span class=\"pl-pds\">$'</span>,<span class=\"pl-pds\">'</span></span><span class=\"pl-k\">;</span> split=(<span class=\"pl-smi\">$line</span>)<span class=\"pl-k\">;</span> <span class=\"pl-c1\">unset</span> IFS<span class=\"pl-k\">;</span>\n  <span class=\"pl-c\"><span class=\"pl-c\">#</span> $split is now a bash array</span>\n  <span class=\"pl-c1\">echo</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Column 1: <span class=\"pl-smi\">${split[0]}</span><span class=\"pl-pds\">\"</span></span>\n  <span class=\"pl-c1\">echo</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Column 2: <span class=\"pl-smi\">${split[1]}</span><span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">done</span></pre></div>\n<p>Outputs:</p>\n<pre><code>Column 1: first\nColumn 2: 1\nColumn 1: second\nColumn 2: 2\n</code></pre>\n<p>Here's a script I wrote using this technique for the TIL <a href=\"https://til.simonwillison.net/til/til/cloudrun_use-labels-for-billing-breakdown.md\" rel=\"nofollow\">Use labels on Cloud Run services for a billing breakdown</a>:</p>\n<div class=\"highlight highlight-source-shell\"><pre><span class=\"pl-c\"><span class=\"pl-c\">#!</span>/bin/bash</span>\n<span class=\"pl-k\">for</span> <span class=\"pl-smi\">line</span> <span class=\"pl-k\">in</span> <span class=\"pl-s\"><span class=\"pl-pds\">$(</span></span>\n<span class=\"pl-s\">  gcloud run services list --platform=managed \\</span>\n<span class=\"pl-s\">    --format=<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>csv(SERVICE,REGION)<span class=\"pl-pds\">\"</span></span> \\</span>\n<span class=\"pl-s\">    --filter <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>NOT metadata.labels.service:*<span class=\"pl-pds\">\"</span></span> \\</span>\n<span class=\"pl-s\">  <span class=\"pl-k\">|</span> tail -n +2<span class=\"pl-pds\">)</span></span>\n<span class=\"pl-k\">do</span>\n  IFS=<span class=\"pl-s\"><span class=\"pl-pds\">$'</span>,<span class=\"pl-pds\">'</span></span><span class=\"pl-k\">;</span> service_and_region=(<span class=\"pl-smi\">$line</span>)<span class=\"pl-k\">;</span> <span class=\"pl-c1\">unset</span> IFS<span class=\"pl-k\">;</span>\n  service=<span class=\"pl-smi\">${service_and_region[0]}</span>\n  region=<span class=\"pl-smi\">${service_and_region[1]}</span>\n  <span class=\"pl-c1\">echo</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>service: <span class=\"pl-smi\">$service</span>    region: <span class=\"pl-smi\">$region</span><span class=\"pl-pds\">\"</span></span>\n  gcloud run services update <span class=\"pl-smi\">$service</span> \\\n    --region=<span class=\"pl-smi\">$region</span> --platform=managed \\\n    --update-labels service=<span class=\"pl-smi\">$service</span>\n  <span class=\"pl-c1\">echo</span>\n<span class=\"pl-k\">done</span></pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-09-01T18:48:28-07:00", "created_utc": "2020-09-02T01:48:28+00:00", "updated": "2020-09-01T18:48:28-07:00", "updated_utc": "2020-09-02T01:48:28+00:00", "shot_hash": "d06963c31326ae773a8e7face614668c", "slug": "loop-over-csv"}, {"path": "bash_nullglob-in-bash.md", "topic": "bash", "title": "nullglob in bash", "url": "https://github.com/simonw/til/blob/main/bash/nullglob-in-bash.md", "body": "I ran into a tricky problem while working [on this issue](https://github.com/simonw/datasette-publish-fly/issues/17): the following line was behaving in an unexpected way for me:\n\n    datasette content.db *.db --create\n\nWhat I expect this to do is to create a `content.db` database if one does not exist, and then start Datasette with both that database and any other databases that exist in the directory.\n\nThe surprising behaviour occurred when the directory started off empty. Running the above in `bash` caused a file called `*.db` to be created in the directory.\n\nIt turns out if `bash` can't find any files matching a wildcard it passes that wildcard as a literal value to the underlying command!\n\n`sh` does the same thing. `zsh` returns an error:\n\n```\n% datasette content.db *.db --create\nzsh: no matches found: *.db\n```\nThe solution, for `bash`, is to set the `nullglob` shell option. That can be done like this:\n\n    shopt -s nullglob\n\nThis lasts for the rest of the interactive session, and causes `bash` to behave the way I expected it to, completely ignoring the `*.db` wildcard if it has no matches.\n\n## Using this in a Dockerfile\n\nI originally ran into this because I had a `Dockerfile` with a last line that looked like this:\n\n`CMD datasette serve --host 0.0.0.0 --cors --inspect-file inspect-data.json --metadata metadata.json /data/tiddlywiki.db --create --port $PORT /data/*.db`\n\nThe goal here was to serve any existing databases in the `/data/` mounted volume, and to explicitly create that `tiddlywiki.db` database if it did not exist.\n\nBut it created a `*.db` database file if the folder was empty, due to the issue described above.\n\nI ended up using this recipe to work around the problem:\n\n`CMD [\"/bin/bash\", \"-c\", \"shopt -s nullglob && datasette serve --host 0.0.0.0 --cors --inspect-file inspect-data.json /data/tiddlywiki.db --create --port $PORT /data/*.db\"]`\n\nThis uses `CMD` to execute `/bin/bash` and pass it a one-liner that sets `nullglob` and then calls Datasette. This worked as intended.", "html": "<p>I ran into a tricky problem while working <a href=\"https://github.com/simonw/datasette-publish-fly/issues/17\">on this issue</a>: the following line was behaving in an unexpected way for me:</p>\n<pre><code>datasette content.db *.db --create\n</code></pre>\n<p>What I expect this to do is to create a <code>content.db</code> database if one does not exist, and then start Datasette with both that database and any other databases that exist in the directory.</p>\n<p>The surprising behaviour occurred when the directory started off empty. Running the above in <code>bash</code> caused a file called <code>*.db</code> to be created in the directory.</p>\n<p>It turns out if <code>bash</code> can't find any files matching a wildcard it passes that wildcard as a literal value to the underlying command!</p>\n<p><code>sh</code> does the same thing. <code>zsh</code> returns an error:</p>\n<pre><code>% datasette content.db *.db --create\nzsh: no matches found: *.db\n</code></pre>\n<p>The solution, for <code>bash</code>, is to set the <code>nullglob</code> shell option. That can be done like this:</p>\n<pre><code>shopt -s nullglob\n</code></pre>\n<p>This lasts for the rest of the interactive session, and causes <code>bash</code> to behave the way I expected it to, completely ignoring the <code>*.db</code> wildcard if it has no matches.</p>\n<h2>\n<a id=\"user-content-using-this-in-a-dockerfile\" class=\"anchor\" href=\"#using-this-in-a-dockerfile\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Using this in a Dockerfile</h2>\n<p>I originally ran into this because I had a <code>Dockerfile</code> with a last line that looked like this:</p>\n<p><code>CMD datasette serve --host 0.0.0.0 --cors --inspect-file inspect-data.json --metadata metadata.json /data/tiddlywiki.db --create --port $PORT /data/*.db</code></p>\n<p>The goal here was to serve any existing databases in the <code>/data/</code> mounted volume, and to explicitly create that <code>tiddlywiki.db</code> database if it did not exist.</p>\n<p>But it created a <code>*.db</code> database file if the folder was empty, due to the issue described above.</p>\n<p>I ended up using this recipe to work around the problem:</p>\n<p><code>CMD [\"/bin/bash\", \"-c\", \"shopt -s nullglob &amp;&amp; datasette serve --host 0.0.0.0 --cors --inspect-file inspect-data.json /data/tiddlywiki.db --create --port $PORT /data/*.db\"]</code></p>\n<p>This uses <code>CMD</code> to execute <code>/bin/bash</code> and pass it a one-liner that sets <code>nullglob</code> and then calls Datasette. This worked as intended.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-02-14T21:16:05-08:00", "created_utc": "2022-02-15T05:16:05+00:00", "updated": "2022-02-14T21:16:05-08:00", "updated_utc": "2022-02-15T05:16:05+00:00", "shot_hash": "617dfd393565706d61b6bf41b1401c65", "slug": "nullglob-in-bash"}, {"path": "bash_skip-csv-rows-with-odd-numbers.md", "topic": "bash", "title": "Skipping CSV rows with odd numbers of quotes using ripgrep", "url": "https://github.com/simonw/til/blob/main/bash/skip-csv-rows-with-odd-numbers.md", "body": "I'm working with several huge CSV files - over 5 million rows total - and I ran into a problem: it turned out there were a few lines in those files that imported incorrectly because they were not correctly escaped.\n\nHere's an example of an invalid line:\n\n    SAI Exempt,\"Patty B\"s Hats & Tees,LLC\",,26 Broad St\n\nThe apostrophe in `Patty B's Hats & Tees` is incorrectly represented here as a double quote, and since that's in a double quoted string it breaks that line of CSV.\n\nI decided to filter out any rows that had an odd number of quotation marks in them - saving those broken lines to try and clean up later.\n\n## Finding rows with odd numbers of quotes\n\nStackOverflow [offered this regular expression](https://stackoverflow.com/a/16863999) for finding lines with an odd number of quotation marks:\n\n```\n[^\"]*\"   # Match any number of non-quote characters, then a quote\n(?:      # Now match an even number of quotes by matching:\n [^\"]*\"  #  any number of non-quote characters, then a quote\n [^\"]*\"  #  twice\n)*       # and repeat any number of times.\n[^\"]*    # Finally, match any remaining non-quote characters\n```\n\nI translated this into a `ripgrep` expression, adding `^` to the beginning and `$` to the end in order to match whole strings.\n\nThis command counted the number of invalid lines:\n\n    rg '^[^\"]*\"(?:[^\"]*\"[^\"]*\")*[^\"]*$' --glob '*.csv' --count\n\n    04.csv:52\n    03.csv:42\n    02.csv:24\n    01.csv:29\n\nAdding `--invert-match` showed me the count of lines that did NOT have an odd number of quotes:\n\n    rg '^[^\"]*\"(?:[^\"]*\"[^\"]*\")*[^\"]*$' --glob '*.csv' --count --invert-match\n\n    05.csv:2829\n    04.csv:812351\n    03.csv:961311\n    02.csv:994265\n    01.csv:995404\n\nThis shows that the invalid lines are a tiny subset of the overall files.\n\nRemoving `--count` shows the actual content.\n\n## Importing into SQLite with sqlite-utils\n\nI used this for loop to import only the valid lines into a SQLite database:\n\n```bash\nfor file in *.csv;\n    do rg --invert-match '^[^\"]*\"(?:[^\"]*\"[^\"]*\")*[^\"]*$' $file | \\\n    sqlite-utils insert my.db rows - --csv;\ndone;\n```\n\n## Saving the broken lines for later\n\nTo save the lines that contained odd numbers of double quotes I used this command:\n\n```bash\nrg '^[^\"]*\"(?:[^\"]*\"[^\"]*\")*[^\"]*$' \\\n  --glob '*.csv' \\\n  --no-line-number \\\n  --no-filename > saved.txt\n```\nSince I don't actually care which file they lived in - all of these CSV files share the same structure - I used `--no-filename` to omit the filename from the results and `--no-line-number` to omit the line number. The result is a `saved.txt` file containing just the raw CSV data that I skipped from the import.", "html": "<p>I'm working with several huge CSV files - over 5 million rows total - and I ran into a problem: it turned out there were a few lines in those files that imported incorrectly because they were not correctly escaped.</p>\n<p>Here's an example of an invalid line:</p>\n<pre><code>SAI Exempt,\"Patty B\"s Hats &amp; Tees,LLC\",,26 Broad St\n</code></pre>\n<p>The apostrophe in <code>Patty B's Hats &amp; Tees</code> is incorrectly represented here as a double quote, and since that's in a double quoted string it breaks that line of CSV.</p>\n<p>I decided to filter out any rows that had an odd number of quotation marks in them - saving those broken lines to try and clean up later.</p>\n<h2>\n<a id=\"user-content-finding-rows-with-odd-numbers-of-quotes\" class=\"anchor\" href=\"#finding-rows-with-odd-numbers-of-quotes\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Finding rows with odd numbers of quotes</h2>\n<p>StackOverflow <a href=\"https://stackoverflow.com/a/16863999\" rel=\"nofollow\">offered this regular expression</a> for finding lines with an odd number of quotation marks:</p>\n<pre><code>[^\"]*\"   # Match any number of non-quote characters, then a quote\n(?:      # Now match an even number of quotes by matching:\n [^\"]*\"  #  any number of non-quote characters, then a quote\n [^\"]*\"  #  twice\n)*       # and repeat any number of times.\n[^\"]*    # Finally, match any remaining non-quote characters\n</code></pre>\n<p>I translated this into a <code>ripgrep</code> expression, adding <code>^</code> to the beginning and <code>$</code> to the end in order to match whole strings.</p>\n<p>This command counted the number of invalid lines:</p>\n<pre><code>rg '^[^\"]*\"(?:[^\"]*\"[^\"]*\")*[^\"]*$' --glob '*.csv' --count\n\n04.csv:52\n03.csv:42\n02.csv:24\n01.csv:29\n</code></pre>\n<p>Adding <code>--invert-match</code> showed me the count of lines that did NOT have an odd number of quotes:</p>\n<pre><code>rg '^[^\"]*\"(?:[^\"]*\"[^\"]*\")*[^\"]*$' --glob '*.csv' --count --invert-match\n\n05.csv:2829\n04.csv:812351\n03.csv:961311\n02.csv:994265\n01.csv:995404\n</code></pre>\n<p>This shows that the invalid lines are a tiny subset of the overall files.</p>\n<p>Removing <code>--count</code> shows the actual content.</p>\n<h2>\n<a id=\"user-content-importing-into-sqlite-with-sqlite-utils\" class=\"anchor\" href=\"#importing-into-sqlite-with-sqlite-utils\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Importing into SQLite with sqlite-utils</h2>\n<p>I used this for loop to import only the valid lines into a SQLite database:</p>\n<div class=\"highlight highlight-source-shell\"><pre><span class=\"pl-k\">for</span> <span class=\"pl-smi\">file</span> <span class=\"pl-k\">in</span> <span class=\"pl-k\">*</span>.csv<span class=\"pl-k\">;</span>\n    <span class=\"pl-k\">do</span> rg --invert-match <span class=\"pl-s\"><span class=\"pl-pds\">'</span>^[^\"]*\"(?:[^\"]*\"[^\"]*\")*[^\"]*$<span class=\"pl-pds\">'</span></span> <span class=\"pl-smi\">$file</span> <span class=\"pl-k\">|</span> \\\n    sqlite-utils insert my.db rows - --csv<span class=\"pl-k\">;</span>\n<span class=\"pl-k\">done</span><span class=\"pl-k\">;</span></pre></div>\n<h2>\n<a id=\"user-content-saving-the-broken-lines-for-later\" class=\"anchor\" href=\"#saving-the-broken-lines-for-later\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Saving the broken lines for later</h2>\n<p>To save the lines that contained odd numbers of double quotes I used this command:</p>\n<div class=\"highlight highlight-source-shell\"><pre>rg <span class=\"pl-s\"><span class=\"pl-pds\">'</span>^[^\"]*\"(?:[^\"]*\"[^\"]*\")*[^\"]*$<span class=\"pl-pds\">'</span></span> \\\n  --glob <span class=\"pl-s\"><span class=\"pl-pds\">'</span>*.csv<span class=\"pl-pds\">'</span></span> \\\n  --no-line-number \\\n  --no-filename <span class=\"pl-k\">&gt;</span> saved.txt</pre></div>\n<p>Since I don't actually care which file they lived in - all of these CSV files share the same structure - I used <code>--no-filename</code> to omit the filename from the results and <code>--no-line-number</code> to omit the line number. The result is a <code>saved.txt</code> file containing just the raw CSV data that I skipped from the import.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-12-11T19:50:58-08:00", "created_utc": "2020-12-12T03:50:58+00:00", "updated": "2021-01-18T17:27:54-08:00", "updated_utc": "2021-01-19T01:27:54+00:00", "shot_hash": "79abed69911556279dfa18b015588d8c", "slug": "skip-csv-rows-with-odd-numbers"}, {"path": "bash_use-awk-to-add-a-prefix.md", "topic": "bash", "title": "Using awk to add a prefix", "url": "https://github.com/simonw/til/blob/main/bash/use-awk-to-add-a-prefix.md", "body": "I wanted to dynamically run the following command against all files in a directory:\n\n```bash\npypi-to-sqlite content.db -f /tmp/pypi-datasette-packages/packages/airtable-export.json \\\n-f /tmp/pypi-datasette-packages/packages/csv-diff.json \\\n--prefix pypi_\n```\n\nI can't use `/tmp/pypi-datasette-packages/packages/*.json` here because I need each file to be processed using the `-f` option.\n\nI found a solution using `awk`. The `awk` program `'{print \"-f \"$0}'` adds a prefix to the input, for example:\n```\n% echo \"blah\" | awk '{print \"-f \"$0}'      \n-f blah\n```\nI wanted that trailing backslash too, so I used this:\n\n```awk\n{print \"-f \"$0 \" \\\\\"}\n```\nPiping to `awk` works, so I combined that with `ls ../*.json` like so:\n\n```\n% ls /tmp/pypi-datasette-packages/packages/*.json | awk '{print \"-f \"$0 \" \\\\\"}' \n-f /tmp/pypi-datasette-packages/packages/airtable-export.json \\\n-f /tmp/pypi-datasette-packages/packages/csv-diff.json \\\n-f /tmp/pypi-datasette-packages/packages/csvs-to-sqlite.json \\\n```\nThen I used `eval` to execute the command. The full recipe looks like this:\n```bash\nargs=$(ls /tmp/pypi-datasette-packages/packages/*.json | awk '{print \"-f \"$0 \" \\\\\"}')\neval \"pypi-to-sqlite content.db $args\n--prefix pypi_\"\n```\nFull details in [datasette.io issue 98](https://github.com/simonw/datasette.io/issues/98).", "html": "<p>I wanted to dynamically run the following command against all files in a directory:</p>\n<div class=\"highlight highlight-source-shell\"><pre>pypi-to-sqlite content.db -f /tmp/pypi-datasette-packages/packages/airtable-export.json \\\n-f /tmp/pypi-datasette-packages/packages/csv-diff.json \\\n--prefix pypi_</pre></div>\n<p>I can't use <code>/tmp/pypi-datasette-packages/packages/*.json</code> here because I need each file to be processed using the <code>-f</code> option.</p>\n<p>I found a solution using <code>awk</code>. The <code>awk</code> program <code>'{print \"-f \"$0}'</code> adds a prefix to the input, for example:</p>\n<pre><code>% echo \"blah\" | awk '{print \"-f \"$0}'      \n-f blah\n</code></pre>\n<p>I wanted that trailing backslash too, so I used this:</p>\n<div class=\"highlight highlight-source-awk\"><pre>{<span class=\"pl-k\">print</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>-f <span class=\"pl-pds\">\"</span></span><span class=\"pl-c1\">$0</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span> <span class=\"pl-cce\">\\\\</span><span class=\"pl-pds\">\"</span></span>}</pre></div>\n<p>Piping to <code>awk</code> works, so I combined that with <code>ls ../*.json</code> like so:</p>\n<pre><code>% ls /tmp/pypi-datasette-packages/packages/*.json | awk '{print \"-f \"$0 \" \\\\\"}' \n-f /tmp/pypi-datasette-packages/packages/airtable-export.json \\\n-f /tmp/pypi-datasette-packages/packages/csv-diff.json \\\n-f /tmp/pypi-datasette-packages/packages/csvs-to-sqlite.json \\\n</code></pre>\n<p>Then I used <code>eval</code> to execute the command. The full recipe looks like this:</p>\n<div class=\"highlight highlight-source-shell\"><pre>args=<span class=\"pl-s\"><span class=\"pl-pds\">$(</span>ls /tmp/pypi-datasette-packages/packages/<span class=\"pl-k\">*</span>.json <span class=\"pl-k\">|</span> awk <span class=\"pl-s\"><span class=\"pl-pds\">'</span>{print \"-f \"$0 \" \\\\\"}<span class=\"pl-pds\">'</span></span><span class=\"pl-pds\">)</span></span>\n<span class=\"pl-c1\">eval</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pypi-to-sqlite content.db <span class=\"pl-smi\">$args</span></span>\n<span class=\"pl-s\">--prefix pypi_<span class=\"pl-pds\">\"</span></span></pre></div>\n<p>Full details in <a href=\"https://github.com/simonw/datasette.io/issues/98\">datasette.io issue 98</a>.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-04-08T09:25:04-07:00", "created_utc": "2022-04-08T16:25:04+00:00", "updated": "2022-04-08T09:25:04-07:00", "updated_utc": "2022-04-08T16:25:04+00:00", "shot_hash": "801ca3f33198f55a114494b5608cb6c1", "slug": "use-awk-to-add-a-prefix"}, {"path": "caddy_pause-retry-traffic.md", "topic": "caddy", "title": "Pausing traffic and retrying in Caddy", "url": "https://github.com/simonw/til/blob/main/caddy/pause-retry-traffic.md", "body": "A pattern I really like for zero-downtime deploys is the ability to \"pause\" HTTP traffic at the load balancer, such that incoming requests from browsers appear to take a few extra seconds to return, but under the hood they've actually been held in a queue while a backend server is swapped out or upgraded in some way.\n\nI first heard about this pattern [from Braintree](https://simonwillison.net/2011/Jun/30/braintree/), and a [conversation on Twitter](https://twitter.com/simonw/status/1463652411365494791) today brought up a few more examples, including [this NGINX Lua config](https://github.com/basecamp/intermission) from Basecamp.\n\n[Caddy](https://caddyserver.com/) creator Matt Holt [pointed me](https://twitter.com/mholt6/status/1463656086360051714) to [lb_try_duration and lb_try_interval](https://caddyserver.com/docs/caddyfile/directives/reverse_proxy#lb_try_duration) in Caddy, which can hold requests for up to a specific number of seconds, retrying the backend to see if it has become available again.\n\nI decided to try this out. This was my first time using Caddy and I'm really impressed with both the design of the software and the quality of the [getting started documentation](https://caddyserver.com/docs/getting-started).\n\nI installed Caddy using Homebrew:\n\n    brew install caddy\n\n## The Caddyfile\n\nYou can configure Caddy in a bunch of different ways - the two main options are using JSON via the Caddy API or using their own custom Caddyfile format.\n\nHere's the `Caddyfile` I created:\n\n```\n{\n    auto_https off\n}\n:80 {\n    reverse_proxy localhost:8003 {\n        lb_try_duration 30s\n        lb_try_interval 1s\n    }\n}\n```\nCaddy defaults to `https`, even on `localhost`, which is very cool but not what I wanted for this demo - hence the first block.\n\nThe next block listens on port 80 and proxies to `localhost:8003` - with a 30s duration during which incoming requests will \"pause\" if the backend is not available, and a polling interval of 1s.\n\n## Running Caddy\n\nI started Caddy in the same directory as my `Caddyfile` using:\n\n    caddy run\n\nThen I hit `http://localhost/` in my browser. The browser hung, waiting for the response.\n\nThen I started [Datasette](https://datasette.io/) on port 8003 like this:\n\n    datasette -p 8003\n\nAnd about a second later my browser returned a response showing the Datasette homepage!\n\nQuitting and restarting Datasette while executing new requests confirmed that traffic was being paused while the backend was unavailable.\n\n## Trying to reconfigure the proxy\n\nMy second experiment didn't work, sadly. I wanted to see if I could reconfigure the backend to use `localhost:8004` instead, and then reload Caddy such that paused traffic would resume against the new backend.\n\nI edited the `Caddyfile` to use port `8004` and ran this to hot-reload the configuration:\n\n    caddy reload\n\nNew requests did indeed get served from the new backend, but sadly requests that I had already started (and were paused awaiting the backend) did not automatically get served from the new backend - I had to hit refresh in my browser instead.\n\nI [filed a Caddy issue](https://github.com/caddyserver/caddy/issues/4442) about this.", "html": "<p>A pattern I really like for zero-downtime deploys is the ability to \"pause\" HTTP traffic at the load balancer, such that incoming requests from browsers appear to take a few extra seconds to return, but under the hood they've actually been held in a queue while a backend server is swapped out or upgraded in some way.</p>\n<p>I first heard about this pattern <a href=\"https://simonwillison.net/2011/Jun/30/braintree/\" rel=\"nofollow\">from Braintree</a>, and a <a href=\"https://twitter.com/simonw/status/1463652411365494791\" rel=\"nofollow\">conversation on Twitter</a> today brought up a few more examples, including <a href=\"https://github.com/basecamp/intermission\">this NGINX Lua config</a> from Basecamp.</p>\n<p><a href=\"https://caddyserver.com/\" rel=\"nofollow\">Caddy</a> creator Matt Holt <a href=\"https://twitter.com/mholt6/status/1463656086360051714\" rel=\"nofollow\">pointed me</a> to <a href=\"https://caddyserver.com/docs/caddyfile/directives/reverse_proxy#lb_try_duration\" rel=\"nofollow\">lb_try_duration and lb_try_interval</a> in Caddy, which can hold requests for up to a specific number of seconds, retrying the backend to see if it has become available again.</p>\n<p>I decided to try this out. This was my first time using Caddy and I'm really impressed with both the design of the software and the quality of the <a href=\"https://caddyserver.com/docs/getting-started\" rel=\"nofollow\">getting started documentation</a>.</p>\n<p>I installed Caddy using Homebrew:</p>\n<pre><code>brew install caddy\n</code></pre>\n<h2>\n<a id=\"user-content-the-caddyfile\" class=\"anchor\" href=\"#the-caddyfile\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>The Caddyfile</h2>\n<p>You can configure Caddy in a bunch of different ways - the two main options are using JSON via the Caddy API or using their own custom Caddyfile format.</p>\n<p>Here's the <code>Caddyfile</code> I created:</p>\n<pre><code>{\n    auto_https off\n}\n:80 {\n    reverse_proxy localhost:8003 {\n        lb_try_duration 30s\n        lb_try_interval 1s\n    }\n}\n</code></pre>\n<p>Caddy defaults to <code>https</code>, even on <code>localhost</code>, which is very cool but not what I wanted for this demo - hence the first block.</p>\n<p>The next block listens on port 80 and proxies to <code>localhost:8003</code> - with a 30s duration during which incoming requests will \"pause\" if the backend is not available, and a polling interval of 1s.</p>\n<h2>\n<a id=\"user-content-running-caddy\" class=\"anchor\" href=\"#running-caddy\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Running Caddy</h2>\n<p>I started Caddy in the same directory as my <code>Caddyfile</code> using:</p>\n<pre><code>caddy run\n</code></pre>\n<p>Then I hit <code>http://localhost/</code> in my browser. The browser hung, waiting for the response.</p>\n<p>Then I started <a href=\"https://datasette.io/\" rel=\"nofollow\">Datasette</a> on port 8003 like this:</p>\n<pre><code>datasette -p 8003\n</code></pre>\n<p>And about a second later my browser returned a response showing the Datasette homepage!</p>\n<p>Quitting and restarting Datasette while executing new requests confirmed that traffic was being paused while the backend was unavailable.</p>\n<h2>\n<a id=\"user-content-trying-to-reconfigure-the-proxy\" class=\"anchor\" href=\"#trying-to-reconfigure-the-proxy\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Trying to reconfigure the proxy</h2>\n<p>My second experiment didn't work, sadly. I wanted to see if I could reconfigure the backend to use <code>localhost:8004</code> instead, and then reload Caddy such that paused traffic would resume against the new backend.</p>\n<p>I edited the <code>Caddyfile</code> to use port <code>8004</code> and ran this to hot-reload the configuration:</p>\n<pre><code>caddy reload\n</code></pre>\n<p>New requests did indeed get served from the new backend, but sadly requests that I had already started (and were paused awaiting the backend) did not automatically get served from the new backend - I had to hit refresh in my browser instead.</p>\n<p>I <a href=\"https://github.com/caddyserver/caddy/issues/4442\">filed a Caddy issue</a> about this.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-11-24T17:18:24-08:00", "created_utc": "2021-11-25T01:18:24+00:00", "updated": "2021-11-24T18:37:21-08:00", "updated_utc": "2021-11-25T02:37:21+00:00", "shot_hash": "9abe5cc7d3baf71f2b3a28b0c12b8bbe", "slug": "pause-retry-traffic"}, {"path": "cloudflare_robots-txt-cloudflare-workers.md", "topic": "cloudflare", "title": "Adding a robots.txt using Cloudflare workers", "url": "https://github.com/simonw/til/blob/main/cloudflare/robots-txt-cloudflare-workers.md", "body": "I got an unexpected traffic spike to https://russian-ira-facebook-ads.datasettes.com/ - which runs on Cloud Run - and decided to use `robots.txt` to block crawlers.\n\nRe-deploying that instance was a little hard because I didn't have a clean repeatable deployment script in place for it (it's an older project) - so I decided to try using Cloudflare workers for this instead.\n\nDNS was already running through Cloudflare, so switching it to \"proxy\" mode to enable Cloudflare caching and workers could be done in the Cloudflare control panel. \n\n![Having turned on the Proxied toggle in the Cloudlfare control panel](https://user-images.githubusercontent.com/9599/147008621-6f87de32-4f6d-4d6b-a685-542fd21da7aa.png)\n\nI navigated to the \"Workers\" section of the Cloudflare dashboard and clicked \"Create a Service\", then used their \"Introduction (HTTP handler)\" starting template. I modified it to look like this and saved it as `block-all-robots`:\n\n```javascript\naddEventListener(\"fetch\", (event) => {\n  event.respondWith(\n    handleRequest(event.request).catch(\n      (err) => new Response(err.stack, { status: 500 })\n    )\n  );\n});\n\nasync function handleRequest(request) {\n  const { pathname } = new URL(request.url);\n  if (pathname == \"/robots.txt\") {\n    return new Response(\"User-agent: *\\nDisallow: /\", {\n      headers: { \"Content-Type\": \"text/plain\" },\n    });\n  }\n}\n```\nAfter deploying it, https://block-all-robots.simonw.workers.dev/robots.txt started serving my new `robots.txt` file:\n```\nUser-agent: *\nDisallow: /\n```\nThen in the Cloudflare dashboard for `datasettes.com` I found the \"Workers\" section (not to be confused with the \"Workers\" section where you create and edit workers) I clicked \"Add route\" and used the following settings:\n\n![Screenshot of the Add Route dialog](https://user-images.githubusercontent.com/9599/147009015-222346ab-aa0f-403f-acdf-ca9788f525e6.png)\n\nRoute: `russian-ira-facebook-ads.datasettes.com/robots.txt`\n\nService: `block-all-robots`\n\nEnvironment: `production`\n\nI clicked \"Save\" and https://russian-ira-facebook-ads.datasettes.com/robots.txt instantly started serving the new file.", "html": "<p>I got an unexpected traffic spike to <a href=\"https://russian-ira-facebook-ads.datasettes.com/\" rel=\"nofollow\">https://russian-ira-facebook-ads.datasettes.com/</a> - which runs on Cloud Run - and decided to use <code>robots.txt</code> to block crawlers.</p>\n<p>Re-deploying that instance was a little hard because I didn't have a clean repeatable deployment script in place for it (it's an older project) - so I decided to try using Cloudflare workers for this instead.</p>\n<p>DNS was already running through Cloudflare, so switching it to \"proxy\" mode to enable Cloudflare caching and workers could be done in the Cloudflare control panel.</p>\n<p><a href=\"https://user-images.githubusercontent.com/9599/147008621-6f87de32-4f6d-4d6b-a685-542fd21da7aa.png\" target=\"_blank\" rel=\"nofollow\"><img src=\"https://user-images.githubusercontent.com/9599/147008621-6f87de32-4f6d-4d6b-a685-542fd21da7aa.png\" alt=\"Having turned on the Proxied toggle in the Cloudlfare control panel\" style=\"max-width:100%;\"></a></p>\n<p>I navigated to the \"Workers\" section of the Cloudflare dashboard and clicked \"Create a Service\", then used their \"Introduction (HTTP handler)\" starting template. I modified it to look like this and saved it as <code>block-all-robots</code>:</p>\n<div class=\"highlight highlight-source-js\"><pre><span class=\"pl-en\">addEventListener</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"fetch\"</span><span class=\"pl-kos\">,</span> <span class=\"pl-kos\">(</span><span class=\"pl-s1\">event</span><span class=\"pl-kos\">)</span> <span class=\"pl-c1\">=&gt;</span> <span class=\"pl-kos\">{</span>\n  <span class=\"pl-s1\">event</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">respondWith</span><span class=\"pl-kos\">(</span>\n    <span class=\"pl-en\">handleRequest</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">event</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">request</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">catch</span><span class=\"pl-kos\">(</span>\n      <span class=\"pl-kos\">(</span><span class=\"pl-s1\">err</span><span class=\"pl-kos\">)</span> <span class=\"pl-c1\">=&gt;</span> <span class=\"pl-k\">new</span> <span class=\"pl-v\">Response</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">err</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">stack</span><span class=\"pl-kos\">,</span> <span class=\"pl-kos\">{</span> <span class=\"pl-c1\">status</span>: <span class=\"pl-c1\">500</span> <span class=\"pl-kos\">}</span><span class=\"pl-kos\">)</span>\n    <span class=\"pl-kos\">)</span>\n  <span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n<span class=\"pl-kos\">}</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n\n<span class=\"pl-k\">async</span> <span class=\"pl-k\">function</span> <span class=\"pl-en\">handleRequest</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">request</span><span class=\"pl-kos\">)</span> <span class=\"pl-kos\">{</span>\n  <span class=\"pl-k\">const</span> <span class=\"pl-kos\">{</span> pathname <span class=\"pl-kos\">}</span> <span class=\"pl-c1\">=</span> <span class=\"pl-k\">new</span> <span class=\"pl-c1\">URL</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">request</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">url</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n  <span class=\"pl-k\">if</span> <span class=\"pl-kos\">(</span><span class=\"pl-s1\">pathname</span> <span class=\"pl-c1\">==</span> <span class=\"pl-s\">\"/robots.txt\"</span><span class=\"pl-kos\">)</span> <span class=\"pl-kos\">{</span>\n    <span class=\"pl-k\">return</span> <span class=\"pl-k\">new</span> <span class=\"pl-v\">Response</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"User-agent: *\\nDisallow: /\"</span><span class=\"pl-kos\">,</span> <span class=\"pl-kos\">{</span>\n      <span class=\"pl-c1\">headers</span>: <span class=\"pl-kos\">{</span> <span class=\"pl-s\">\"Content-Type\"</span>: <span class=\"pl-s\">\"text/plain\"</span> <span class=\"pl-kos\">}</span><span class=\"pl-kos\">,</span>\n    <span class=\"pl-kos\">}</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n  <span class=\"pl-kos\">}</span>\n<span class=\"pl-kos\">}</span></pre></div>\n<p>After deploying it, <a href=\"https://block-all-robots.simonw.workers.dev/robots.txt\" rel=\"nofollow\">https://block-all-robots.simonw.workers.dev/robots.txt</a> started serving my new <code>robots.txt</code> file:</p>\n<pre><code>User-agent: *\nDisallow: /\n</code></pre>\n<p>Then in the Cloudflare dashboard for <code>datasettes.com</code> I found the \"Workers\" section (not to be confused with the \"Workers\" section where you create and edit workers) I clicked \"Add route\" and used the following settings:</p>\n<p><a href=\"https://user-images.githubusercontent.com/9599/147009015-222346ab-aa0f-403f-acdf-ca9788f525e6.png\" target=\"_blank\" rel=\"nofollow\"><img src=\"https://user-images.githubusercontent.com/9599/147009015-222346ab-aa0f-403f-acdf-ca9788f525e6.png\" alt=\"Screenshot of the Add Route dialog\" style=\"max-width:100%;\"></a></p>\n<p>Route: <code>russian-ira-facebook-ads.datasettes.com/robots.txt</code></p>\n<p>Service: <code>block-all-robots</code></p>\n<p>Environment: <code>production</code></p>\n<p>I clicked \"Save\" and <a href=\"https://russian-ira-facebook-ads.datasettes.com/robots.txt\" rel=\"nofollow\">https://russian-ira-facebook-ads.datasettes.com/robots.txt</a> instantly started serving the new file.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-12-21T15:07:51-08:00", "created_utc": "2021-12-21T23:07:51+00:00", "updated": "2021-12-21T15:07:51-08:00", "updated_utc": "2021-12-21T23:07:51+00:00", "shot_hash": "36dbb3210d6769fb6c768cd1b12f367f", "slug": "robots-txt-cloudflare-workers"}, {"path": "cloudrun_gcloud-run-services-list.md", "topic": "cloudrun", "title": "Using the gcloud run services list command", "url": "https://github.com/simonw/til/blob/main/cloudrun/gcloud-run-services-list.md", "body": "The `gcloud run services list` command lists your services running on Google Cloud Run:\n\n```\n~ % gcloud run services list --platform=managed\n   SERVICE                        REGION       URL                                                            LAST DEPLOYED BY                                              LAST DEPLOYED AT\n\u2714  calands                        us-central1  https://calands-j7hipcg4aq-uc.a.run.app                        ...@gmail.com                                           2020-09-02T00:15:29.563846Z\n\u2714  cloud-run-hello                us-central1  https://cloud-run-hello-j7hipcg4aq-uc.a.run.app                ...@gmail.com                                           2020-09-02T00:16:07.835843Z\n\u2714  covid-19                       us-central1  https://covid-19-j7hipcg4aq-uc.a.run.app                       ...@gmail.com                                           2020-09-02T00:16:46.979188Z\n...\n```\n\nIt has two useful but under-documented options: `--filter` which filters based on a special filter language, and `--format` which customizes the output format.\n\n## --filter\n\nI found the `--filter` option really hard to figure out. It has [documentation here](https://cloud.google.com/sdk/gcloud/reference/topic/filters) describing the predicate language it uses, but I had to apply trial and error to find options that worked for `gcloud run services`. Here are a few I found.\n\nTo see data for just one specific service by name, use `--filter=SERVICE:covid-19`. Lowercase `service` doesn't work for some reason.\n\n```\n~ % gcloud run services list --platform=managed --filter=SERVICE:covid-19\n   SERVICE   REGION       URL                                       LAST DEPLOYED BY     LAST DEPLOYED AT\n\u2714  covid-19  us-central1  https://covid-19-j7hipcg4aq-uc.a.run.app  ...@gmail.com  2020-09-02T00:16:46.979188Z\n```\n\nTo filter by labels that you have set on your services, use `--filter=\"metadata.labels.name=value\"`. It took me a while to figure out I needed the `metadata.` prefix here.\n\nHere's a filter for every service that does NOT have a label called `service` (I apply a label of 'service' to all of my services so I can [see them separately in billing](https://til.simonwillison.net/til/til/cloudrun_use-labels-for-billing-breakdown.md)).\n\n```\ngcloud run services list --platform=managed --filter='NOT metadata.labels.service:*'\n```\n\n## --format\n\nThe `--format` option is [documented here](https://cloud.google.com/sdk/gcloud/reference/topic/formats). Here's what I've worked out.\n\n`gcloud run services list --platform=managed --format=json` outputs JSON. `--format=yaml` outputs YAML.\n\nTwo more interesting ones are `--format='table(colums go here)'` and `--format='csv(columns go here)'`. For example:\n```\n~ % gcloud run services list --platform=managed --format='table(SERVICE,URL)'\nSERVICE                        URL\ncalands                        https://calands-j7hipcg4aq-uc.a.run.app\ncovid-19                       https://covid-19-j7hipcg4aq-uc.a.run.app\n```\n\nOr for CSV:\n```\n~ % gcloud run services list --platform=managed --format='csv(SERVICE,URL)'\nservice,url\ncalands,https://calands-j7hipcg4aq-uc.a.run.app\ncovid-19,https://covid-19-j7hipcg4aq-uc.a.run.app\n```\nOther values I found that work include `REGION`, `labels` and `metadata`. The latter two output a not-valid-JSON (possibly Python `repr()`) nested structure:\n```\n~ % gcloud run services list --platform=managed --format='table(SERVICE,labels,metadata)' --filter=SERVICE:covid-19\nSERVICE   LABELS                                                                   METADATA\ncovid-19  {'service': 'covid-19', 'cloud.googleapis.com/location': 'us-central1'}  {'annotations': {'client.knative.dev/user-image': 'gcr.io/datasette-222320/datasette', 'run.googleapis.com/client-name': 'gcloud', 'run.googleapis.com/client-version': '302.0.0', 'serving.knative.dev/creator': 'swillison@gmail.com', 'serving.knative.dev/lastModifier': 'swillison@gmail.com'}, 'creationTimestamp': '2020-03-10T18:47:04.923274Z', 'generation': 670, 'labels': {'cloud.googleapis.com/location': 'us-central1', 'service': 'covid-19'}, 'name': 'covid-19', 'namespace': '99025868001', 'resourceVersion': 'AAWuSY0eaHQ', 'selfLink': '/apis/serving.knative.dev/v1/namespaces/99025868001/services/covid-19', 'uid': '6ff64723-a38d-4784-ac5e-07a745061845'}\n```", "html": "<p>The <code>gcloud run services list</code> command lists your services running on Google Cloud Run:</p>\n<pre><code>~ % gcloud run services list --platform=managed\n   SERVICE                        REGION       URL                                                            LAST DEPLOYED BY                                              LAST DEPLOYED AT\n\u2714  calands                        us-central1  https://calands-j7hipcg4aq-uc.a.run.app                        ...@gmail.com                                           2020-09-02T00:15:29.563846Z\n\u2714  cloud-run-hello                us-central1  https://cloud-run-hello-j7hipcg4aq-uc.a.run.app                ...@gmail.com                                           2020-09-02T00:16:07.835843Z\n\u2714  covid-19                       us-central1  https://covid-19-j7hipcg4aq-uc.a.run.app                       ...@gmail.com                                           2020-09-02T00:16:46.979188Z\n...\n</code></pre>\n<p>It has two useful but under-documented options: <code>--filter</code> which filters based on a special filter language, and <code>--format</code> which customizes the output format.</p>\n<h2>\n<a id=\"user-content---filter\" class=\"anchor\" href=\"#--filter\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>--filter</h2>\n<p>I found the <code>--filter</code> option really hard to figure out. It has <a href=\"https://cloud.google.com/sdk/gcloud/reference/topic/filters\" rel=\"nofollow\">documentation here</a> describing the predicate language it uses, but I had to apply trial and error to find options that worked for <code>gcloud run services</code>. Here are a few I found.</p>\n<p>To see data for just one specific service by name, use <code>--filter=SERVICE:covid-19</code>. Lowercase <code>service</code> doesn't work for some reason.</p>\n<pre><code>~ % gcloud run services list --platform=managed --filter=SERVICE:covid-19\n   SERVICE   REGION       URL                                       LAST DEPLOYED BY     LAST DEPLOYED AT\n\u2714  covid-19  us-central1  https://covid-19-j7hipcg4aq-uc.a.run.app  ...@gmail.com  2020-09-02T00:16:46.979188Z\n</code></pre>\n<p>To filter by labels that you have set on your services, use <code>--filter=\"metadata.labels.name=value\"</code>. It took me a while to figure out I needed the <code>metadata.</code> prefix here.</p>\n<p>Here's a filter for every service that does NOT have a label called <code>service</code> (I apply a label of 'service' to all of my services so I can <a href=\"https://til.simonwillison.net/til/til/cloudrun_use-labels-for-billing-breakdown.md\" rel=\"nofollow\">see them separately in billing</a>).</p>\n<pre><code>gcloud run services list --platform=managed --filter='NOT metadata.labels.service:*'\n</code></pre>\n<h2>\n<a id=\"user-content---format\" class=\"anchor\" href=\"#--format\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>--format</h2>\n<p>The <code>--format</code> option is <a href=\"https://cloud.google.com/sdk/gcloud/reference/topic/formats\" rel=\"nofollow\">documented here</a>. Here's what I've worked out.</p>\n<p><code>gcloud run services list --platform=managed --format=json</code> outputs JSON. <code>--format=yaml</code> outputs YAML.</p>\n<p>Two more interesting ones are <code>--format='table(colums go here)'</code> and <code>--format='csv(columns go here)'</code>. For example:</p>\n<pre><code>~ % gcloud run services list --platform=managed --format='table(SERVICE,URL)'\nSERVICE                        URL\ncalands                        https://calands-j7hipcg4aq-uc.a.run.app\ncovid-19                       https://covid-19-j7hipcg4aq-uc.a.run.app\n</code></pre>\n<p>Or for CSV:</p>\n<pre><code>~ % gcloud run services list --platform=managed --format='csv(SERVICE,URL)'\nservice,url\ncalands,https://calands-j7hipcg4aq-uc.a.run.app\ncovid-19,https://covid-19-j7hipcg4aq-uc.a.run.app\n</code></pre>\n<p>Other values I found that work include <code>REGION</code>, <code>labels</code> and <code>metadata</code>. The latter two output a not-valid-JSON (possibly Python <code>repr()</code>) nested structure:</p>\n<pre><code>~ % gcloud run services list --platform=managed --format='table(SERVICE,labels,metadata)' --filter=SERVICE:covid-19\nSERVICE   LABELS                                                                   METADATA\ncovid-19  {'service': 'covid-19', 'cloud.googleapis.com/location': 'us-central1'}  {'annotations': {'client.knative.dev/user-image': 'gcr.io/datasette-222320/datasette', 'run.googleapis.com/client-name': 'gcloud', 'run.googleapis.com/client-version': '302.0.0', 'serving.knative.dev/creator': 'swillison@gmail.com', 'serving.knative.dev/lastModifier': 'swillison@gmail.com'}, 'creationTimestamp': '2020-03-10T18:47:04.923274Z', 'generation': 670, 'labels': {'cloud.googleapis.com/location': 'us-central1', 'service': 'covid-19'}, 'name': 'covid-19', 'namespace': '99025868001', 'resourceVersion': 'AAWuSY0eaHQ', 'selfLink': '/apis/serving.knative.dev/v1/namespaces/99025868001/services/covid-19', 'uid': '6ff64723-a38d-4784-ac5e-07a745061845'}\n</code></pre>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-09-01T21:40:04-07:00", "created_utc": "2020-09-02T04:40:04+00:00", "updated": "2020-09-01T21:40:25-07:00", "updated_utc": "2020-09-02T04:40:25+00:00", "shot_hash": "18f4f503f9530d61e27ad5f3c77d9bdd", "slug": "gcloud-run-services-list"}, {"path": "cloudrun_increase-cloud-scheduler-time-limit.md", "topic": "cloudrun", "title": "Increasing the time limit for a Google Cloud Scheduler task", "url": "https://github.com/simonw/til/blob/main/cloudrun/increase-cloud-scheduler-time-limit.md", "body": "In [VIAL issue 724](https://github.com/CAVaccineInventory/vial/issues/724) a Cloud Scheduler job which triggered a Cloud Run hosted export script - by sending an HTTP POST to an endpoint - was returning an error. The logs showed the error happened exactly three minutes after the task started executing.\n\nTurns out the HTTP endpoint (which does a lot of work) was taking longer than three minutes, which is the undocumented default time limit for Cloud Scheduler jobs.\n\nUnfortunately it's not possible to increase this time limit using the Cloud Scheduler web console, but it IS possible to increase the limit using the CLI `gcloud` tool.\n\nTo list the scheduler jobs:\n```\n~ % gcloud beta scheduler jobs list --project django-vaccinateca\nID                                        LOCATION  SCHEDULE (TZ)                                                    TARGET_TYPE  STATE\napi-export-production                     us-west2  every 1 minutes (America/Los_Angeles)                            HTTP         ENABLED\napi-export-staging                        us-west2  every 1 minutes (America/Los_Angeles)                            HTTP         ENABLED\nmapbox-export                             us-west2  0 2,9,10,11,12,13,14,15,16,17,18,21 * * * (America/Los_Angeles)  HTTP         ENABLED\nresolve-missing-counties-production       us-west2  */10 * * * * (America/Los_Angeles)                               HTTP         ENABLED\nresolve-missing-counties-staging          us-west2  */10 * * * * (America/Los_Angeles)                               HTTP         ENABLED\nvaccinatethestates-api-export-production  us-west2  */10 * * * * (America/Los_Angeles)                               HTTP         ENABLED\nvaccinatethestates-api-export-staging     us-west2  */10 * * * * (America/Los_Angeles)                               HTTP         ENABLED\n```\nTo increase the limit for one of them by name:\n```\ngcloud beta scheduler jobs update http \\\n  vaccinatethestates-api-export-production \\\n  --attempt-deadline=540s \\\n  --project django-vaccinateca\n```\nYou can see the limit using `describe`:\n```\n~ % gcloud beta scheduler jobs describe vaccinatethestates-api-export-production --project django-vaccinateca\nattemptDeadline: 180s\ndescription: Hit /api/exportVaccinateTheStates to export to api.vaccinatethestates.com\n  bucket\nhttpTarget:\n  headers:\n    Authorization: Bearer 27:...\n    User-Agent: Google-Cloud-Scheduler\n  httpMethod: POST\n  uri: https://vial.calltheshots.us/api/exportVaccinateTheStates\nlastAttemptTime: '2021-07-08T23:40:00.992830Z'\nname: projects/django-vaccinateca/locations/us-west2/jobs/vaccinatethestates-api-export-production\nretryConfig:\n  maxBackoffDuration: 3600s\n  maxDoublings: 5\n  maxRetryDuration: 0s\n  minBackoffDuration: 5s\nschedule: '*/10 * * * *'\nscheduleTime: '2021-07-08T23:50:00.061563Z'\nstate: ENABLED\nstatus:\n  code: 2\ntimeZone: America/Los_Angeles\nuserUpdateTime: '2021-06-10T23:34:48Z'\n```", "html": "<p>In <a href=\"https://github.com/CAVaccineInventory/vial/issues/724\">VIAL issue 724</a> a Cloud Scheduler job which triggered a Cloud Run hosted export script - by sending an HTTP POST to an endpoint - was returning an error. The logs showed the error happened exactly three minutes after the task started executing.</p>\n<p>Turns out the HTTP endpoint (which does a lot of work) was taking longer than three minutes, which is the undocumented default time limit for Cloud Scheduler jobs.</p>\n<p>Unfortunately it's not possible to increase this time limit using the Cloud Scheduler web console, but it IS possible to increase the limit using the CLI <code>gcloud</code> tool.</p>\n<p>To list the scheduler jobs:</p>\n<pre><code>~ % gcloud beta scheduler jobs list --project django-vaccinateca\nID                                        LOCATION  SCHEDULE (TZ)                                                    TARGET_TYPE  STATE\napi-export-production                     us-west2  every 1 minutes (America/Los_Angeles)                            HTTP         ENABLED\napi-export-staging                        us-west2  every 1 minutes (America/Los_Angeles)                            HTTP         ENABLED\nmapbox-export                             us-west2  0 2,9,10,11,12,13,14,15,16,17,18,21 * * * (America/Los_Angeles)  HTTP         ENABLED\nresolve-missing-counties-production       us-west2  */10 * * * * (America/Los_Angeles)                               HTTP         ENABLED\nresolve-missing-counties-staging          us-west2  */10 * * * * (America/Los_Angeles)                               HTTP         ENABLED\nvaccinatethestates-api-export-production  us-west2  */10 * * * * (America/Los_Angeles)                               HTTP         ENABLED\nvaccinatethestates-api-export-staging     us-west2  */10 * * * * (America/Los_Angeles)                               HTTP         ENABLED\n</code></pre>\n<p>To increase the limit for one of them by name:</p>\n<pre><code>gcloud beta scheduler jobs update http \\\n  vaccinatethestates-api-export-production \\\n  --attempt-deadline=540s \\\n  --project django-vaccinateca\n</code></pre>\n<p>You can see the limit using <code>describe</code>:</p>\n<pre><code>~ % gcloud beta scheduler jobs describe vaccinatethestates-api-export-production --project django-vaccinateca\nattemptDeadline: 180s\ndescription: Hit /api/exportVaccinateTheStates to export to api.vaccinatethestates.com\n  bucket\nhttpTarget:\n  headers:\n    Authorization: Bearer 27:...\n    User-Agent: Google-Cloud-Scheduler\n  httpMethod: POST\n  uri: https://vial.calltheshots.us/api/exportVaccinateTheStates\nlastAttemptTime: '2021-07-08T23:40:00.992830Z'\nname: projects/django-vaccinateca/locations/us-west2/jobs/vaccinatethestates-api-export-production\nretryConfig:\n  maxBackoffDuration: 3600s\n  maxDoublings: 5\n  maxRetryDuration: 0s\n  minBackoffDuration: 5s\nschedule: '*/10 * * * *'\nscheduleTime: '2021-07-08T23:50:00.061563Z'\nstate: ENABLED\nstatus:\n  code: 2\ntimeZone: America/Los_Angeles\nuserUpdateTime: '2021-06-10T23:34:48Z'\n</code></pre>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-07-08T17:38:15-07:00", "created_utc": "2021-07-09T00:38:15+00:00", "updated": "2021-07-08T17:40:18-07:00", "updated_utc": "2021-07-09T00:40:18+00:00", "shot_hash": "d4b13be5a8c25bc542739471b7b680e0", "slug": "increase-cloud-scheduler-time-limit"}, {"path": "cloudrun_listing-cloudbuild-files.md", "topic": "cloudrun", "title": "Listing files uploaded to Cloud Build", "url": "https://github.com/simonw/til/blob/main/cloudrun/listing-cloudbuild-files.md", "body": "Today while running `datasette publish cloudrun ...` I noticed the following:\n\n```\nUploading tarball of [.] to [gs://datasette-222320_cloudbuild/source/1618465936.523167-939ed21aedff4cb8a2c914c099fb48cd.tgz]\n```\n`gs://` indicates a Google Cloud Storage bucket. Can I see what's in that `datasette-222320_cloudbuild` bucket?\n\nTurns out I can:\n\n```\n~ % gsutil ls -l gs://datasette-222320_cloudbuild/source/ | head -n 10\n     36929  2019-05-03T13:18:35Z  gs://datasette-222320_cloudbuild/source/1556889512.4-7ffeb30ed7bc4173a8101cc3e7d6e12e.tgz\n     36929  2019-05-03T13:20:06Z  gs://datasette-222320_cloudbuild/source/1556889605.56-5a5251a73b9646cca36b9afef8e578fd.tgz\n     36928  2019-05-03T13:20:23Z  gs://datasette-222320_cloudbuild/source/1556889623.22-5ccfa45f935e4810ac322c15593233dc.tgz\n     36927  2019-05-03T13:21:33Z  gs://datasette-222320_cloudbuild/source/1556889692.37-44759f37332047d9849cfb3773ef5b28.tgz\n     36962  2019-05-03T14:01:14Z  gs://datasette-222320_cloudbuild/source/1556892073.6-d99f13f412054e13b4fb36670f454e50.tgz\n```\nThe `-l` option adds the size information.\n\nMine has 7438 objects in it! I panicked a bit when I saw this at the end:\n\n```\n~ % gsutil ls -l gs://datasette-222320_cloudbuild/source/ | tail -n 10\n 152553673  2021-04-15T01:41:32Z  gs://datasette-222320_cloudbuild/source/1618450815.99-26109d7f15bc478d999423e993091fd0.tgz\n   1283564  2021-04-15T02:23:47Z  gs://datasette-222320_cloudbuild/source/1618453427.2-0e6193003ae14bff8be813f734b038b2.tgz\n   1284121  2021-04-15T03:11:09Z  gs://datasette-222320_cloudbuild/source/1618456268.44-11595af453a74c9fb122b818e56d152e.tgz\n  18660297  2021-04-15T03:37:24Z  gs://datasette-222320_cloudbuild/source/1618457837.52-71dfc8e6527042c6ba7b25afe91d006c.tgz\n   1283482  2021-04-15T04:10:28Z  gs://datasette-222320_cloudbuild/source/1618459828.02-db9803983d024e7da2593a8db4c87b65.tgz\n   3654810  2021-04-15T04:39:26Z  gs://datasette-222320_cloudbuild/source/1618461564.31-a9cff151b6bd4baba4ce68972bef4549.tgz\n   1283746  2021-04-15T05:11:01Z  gs://datasette-222320_cloudbuild/source/1618463460.43-b65504ef3f9243a4acd2e07f6c7e9f63.tgz\n 152748131  2021-04-15T05:19:52Z  gs://datasette-222320_cloudbuild/source/1618463900.76-1b829400ac3644b69dc5554d56dc3eab.tgz\n 845871549  2021-04-15T06:05:49Z  gs://datasette-222320_cloudbuild/source/1618465936.523167-939ed21aedff4cb8a2c914c099fb48cd.tgz\nTOTAL: 7438 objects, 273755828462 bytes (254.95 GiB)\n```\nBut... since storage costs $0.020 per GB per month that quarter of a TB is costing me only $5/month. Phew!", "html": "<p>Today while running <code>datasette publish cloudrun ...</code> I noticed the following:</p>\n<pre><code>Uploading tarball of [.] to [gs://datasette-222320_cloudbuild/source/1618465936.523167-939ed21aedff4cb8a2c914c099fb48cd.tgz]\n</code></pre>\n<p><code>gs://</code> indicates a Google Cloud Storage bucket. Can I see what's in that <code>datasette-222320_cloudbuild</code> bucket?</p>\n<p>Turns out I can:</p>\n<pre><code>~ % gsutil ls -l gs://datasette-222320_cloudbuild/source/ | head -n 10\n     36929  2019-05-03T13:18:35Z  gs://datasette-222320_cloudbuild/source/1556889512.4-7ffeb30ed7bc4173a8101cc3e7d6e12e.tgz\n     36929  2019-05-03T13:20:06Z  gs://datasette-222320_cloudbuild/source/1556889605.56-5a5251a73b9646cca36b9afef8e578fd.tgz\n     36928  2019-05-03T13:20:23Z  gs://datasette-222320_cloudbuild/source/1556889623.22-5ccfa45f935e4810ac322c15593233dc.tgz\n     36927  2019-05-03T13:21:33Z  gs://datasette-222320_cloudbuild/source/1556889692.37-44759f37332047d9849cfb3773ef5b28.tgz\n     36962  2019-05-03T14:01:14Z  gs://datasette-222320_cloudbuild/source/1556892073.6-d99f13f412054e13b4fb36670f454e50.tgz\n</code></pre>\n<p>The <code>-l</code> option adds the size information.</p>\n<p>Mine has 7438 objects in it! I panicked a bit when I saw this at the end:</p>\n<pre><code>~ % gsutil ls -l gs://datasette-222320_cloudbuild/source/ | tail -n 10\n 152553673  2021-04-15T01:41:32Z  gs://datasette-222320_cloudbuild/source/1618450815.99-26109d7f15bc478d999423e993091fd0.tgz\n   1283564  2021-04-15T02:23:47Z  gs://datasette-222320_cloudbuild/source/1618453427.2-0e6193003ae14bff8be813f734b038b2.tgz\n   1284121  2021-04-15T03:11:09Z  gs://datasette-222320_cloudbuild/source/1618456268.44-11595af453a74c9fb122b818e56d152e.tgz\n  18660297  2021-04-15T03:37:24Z  gs://datasette-222320_cloudbuild/source/1618457837.52-71dfc8e6527042c6ba7b25afe91d006c.tgz\n   1283482  2021-04-15T04:10:28Z  gs://datasette-222320_cloudbuild/source/1618459828.02-db9803983d024e7da2593a8db4c87b65.tgz\n   3654810  2021-04-15T04:39:26Z  gs://datasette-222320_cloudbuild/source/1618461564.31-a9cff151b6bd4baba4ce68972bef4549.tgz\n   1283746  2021-04-15T05:11:01Z  gs://datasette-222320_cloudbuild/source/1618463460.43-b65504ef3f9243a4acd2e07f6c7e9f63.tgz\n 152748131  2021-04-15T05:19:52Z  gs://datasette-222320_cloudbuild/source/1618463900.76-1b829400ac3644b69dc5554d56dc3eab.tgz\n 845871549  2021-04-15T06:05:49Z  gs://datasette-222320_cloudbuild/source/1618465936.523167-939ed21aedff4cb8a2c914c099fb48cd.tgz\nTOTAL: 7438 objects, 273755828462 bytes (254.95 GiB)\n</code></pre>\n<p>But... since storage costs $0.020 per GB per month that quarter of a TB is costing me only $5/month. Phew!</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-04-14T23:09:37-07:00", "created_utc": "2021-04-15T06:09:37+00:00", "updated": "2021-04-14T23:09:37-07:00", "updated_utc": "2021-04-15T06:09:37+00:00", "shot_hash": "cbff23daed53586724ec425fc09017bd", "slug": "listing-cloudbuild-files"}, {"path": "cloudrun_multiple-gcloud-accounts.md", "topic": "cloudrun", "title": "Switching between gcloud accounts", "url": "https://github.com/simonw/til/blob/main/cloudrun/multiple-gcloud-accounts.md", "body": "I have two different Google Cloud accounts active at the moment. Here's how to list them with `gcloud auth list`:\n\n```\n% gcloud auth list\n    Credentialed Accounts\nACTIVE  ACCOUNT\n        simon@example.com\n*       me@gmail.com\n\nTo set the active account, run:\n    $ gcloud config set account `ACCOUNT`\n```\nAnd to switch between them with `gcloud config set account`:\n\n```\n% gcloud config set account me@gmail.com\nUpdated property [core/account].\n```", "html": "<p>I have two different Google Cloud accounts active at the moment. Here's how to list them with <code>gcloud auth list</code>:</p>\n<pre><code>% gcloud auth list\n    Credentialed Accounts\nACTIVE  ACCOUNT\n        simon@example.com\n*       me@gmail.com\n\nTo set the active account, run:\n    $ gcloud config set account `ACCOUNT`\n</code></pre>\n<p>And to switch between them with <code>gcloud config set account</code>:</p>\n<pre><code>% gcloud config set account me@gmail.com\nUpdated property [core/account].\n</code></pre>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-05-18T14:35:37-07:00", "created_utc": "2021-05-18T21:35:37+00:00", "updated": "2021-09-23T11:42:26-07:00", "updated_utc": "2021-09-23T18:42:26+00:00", "shot_hash": "be7b6208a2e3f8d86967eb00019c5db0", "slug": "multiple-gcloud-accounts"}, {"path": "cloudrun_ship-dockerfile-to-cloud-run.md", "topic": "cloudrun", "title": "How to deploy a folder with a Dockerfile to Cloud Run", "url": "https://github.com/simonw/til/blob/main/cloudrun/ship-dockerfile-to-cloud-run.md", "body": "I deployed https://metmusem.datasettes.com/ by creating a folder on my computer containing a Dockerfile and then shipping that folder up to Google Cloud Run.\n\nNormally I use [datasette publish cloudrun](https://docs.datasette.io/en/stable/publish.html#publishing-to-google-cloud-run) to deploy to Cloud Run, but in this case I decided to do it by hand.\n\nI created a folder and dropped two files into it: a `Dockerfile` and a `metadata.json`. BUT... this trick would work with more files in the same directory - it uploads the entire directory contents to be built by Google's cloud builder.\n\n`Dockerfile`\n```dockerfile\nFROM python:3.6-slim-stretch\nRUN apt update\nRUN apt install -y python3-dev gcc wget\nADD metadata.json metadata.json\nRUN wget -q \"https://static.simonwillison.net/static/2018/MetObjects.db\"\nRUN pip install datasette\nRUN datasette inspect MetObjects.db --inspect-file inspect-data.json\n\nEXPOSE $PORT\n\nCMD datasette serve MetObjects.db --host 0.0.0.0 --cors --port $PORT --inspect-file inspect-data.json -m metadata.json\n```\nThe `PORT` is provided by Cloud Run. It's 8080 but they may change that in the future, so it's best to use an environment variable.\n\nHere's the `metadata.json`:\n```json\n{\n    \"title\": \"The Metropolitan Museum of Art Open Access\",\n    \"source\": \"metmuseum/openaccess\",\n    \"source_url\": \"https://github.com/metmuseum/openaccess\",\n    \"license\": \"CC0\",\n    \"license_url\": \"https://creativecommons.org/publicdomain/zero/1.0/\"\n}\n```\nFinally here's my `deploy.sh` script which I used to run the deploy. This needs to be run from within that directory:\n```bash\n#!/bin/bash\nNAME=\"metmuseum\"\nPROJECT=$(gcloud config get-value project)\nIMAGE=\"gcr.io/$PROJECT/$NAME\"\n\ngcloud builds submit --tag $IMAGE\ngcloud run deploy --allow-unauthenticated --platform=managed --image $IMAGE $NAME --memory 2Gi\n```\nBefore running the script I had installed the Cloud Run SDK and run `gcloud init` to login.\n\nThe `NAME` variable ends up being used as the name of both my built image and my service. This needs to be unique in your Cloud Run account, or your deploy will over-write an existing service.\n\nCloud Run deployed my site to https://metmuseum-j7hipcg4aq-uc.a.run.app/\n\nI then used the \"Domain mappings\" feature in the Cloud Run web console to point a better web address at it.", "html": "<p>I deployed <a href=\"https://metmusem.datasettes.com/\" rel=\"nofollow\">https://metmusem.datasettes.com/</a> by creating a folder on my computer containing a Dockerfile and then shipping that folder up to Google Cloud Run.</p>\n<p>Normally I use <a href=\"https://docs.datasette.io/en/stable/publish.html#publishing-to-google-cloud-run\" rel=\"nofollow\">datasette publish cloudrun</a> to deploy to Cloud Run, but in this case I decided to do it by hand.</p>\n<p>I created a folder and dropped two files into it: a <code>Dockerfile</code> and a <code>metadata.json</code>. BUT... this trick would work with more files in the same directory - it uploads the entire directory contents to be built by Google's cloud builder.</p>\n<p><code>Dockerfile</code></p>\n<div class=\"highlight highlight-source-dockerfile\"><pre><span class=\"pl-k\">FROM</span> python:3.6-slim-stretch\n<span class=\"pl-k\">RUN</span> apt update\n<span class=\"pl-k\">RUN</span> apt install -y python3-dev gcc wget\n<span class=\"pl-k\">ADD</span> metadata.json metadata.json\n<span class=\"pl-k\">RUN</span> wget -q <span class=\"pl-s\">\"https://static.simonwillison.net/static/2018/MetObjects.db\"</span>\n<span class=\"pl-k\">RUN</span> pip install datasette\n<span class=\"pl-k\">RUN</span> datasette inspect MetObjects.db --inspect-file inspect-data.json\n\n<span class=\"pl-k\">EXPOSE</span> $PORT\n\n<span class=\"pl-k\">CMD</span> datasette serve MetObjects.db --host 0.0.0.0 --cors --port $PORT --inspect-file inspect-data.json -m metadata.json</pre></div>\n<p>The <code>PORT</code> is provided by Cloud Run. It's 8080 but they may change that in the future, so it's best to use an environment variable.</p>\n<p>Here's the <code>metadata.json</code>:</p>\n<div class=\"highlight highlight-source-json\"><pre>{\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>title<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>The Metropolitan Museum of Art Open Access<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>source<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>metmuseum/openaccess<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>source_url<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>https://github.com/metmuseum/openaccess<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>license<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>CC0<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>license_url<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>https://creativecommons.org/publicdomain/zero/1.0/<span class=\"pl-pds\">\"</span></span>\n}</pre></div>\n<p>Finally here's my <code>deploy.sh</code> script which I used to run the deploy. This needs to be run from within that directory:</p>\n<div class=\"highlight highlight-source-shell\"><pre><span class=\"pl-c\"><span class=\"pl-c\">#!</span>/bin/bash</span>\nNAME=<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>metmuseum<span class=\"pl-pds\">\"</span></span>\nPROJECT=<span class=\"pl-s\"><span class=\"pl-pds\">$(</span>gcloud config get-value project<span class=\"pl-pds\">)</span></span>\nIMAGE=<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>gcr.io/<span class=\"pl-smi\">$PROJECT</span>/<span class=\"pl-smi\">$NAME</span><span class=\"pl-pds\">\"</span></span>\n\ngcloud builds submit --tag <span class=\"pl-smi\">$IMAGE</span>\ngcloud run deploy --allow-unauthenticated --platform=managed --image <span class=\"pl-smi\">$IMAGE</span> <span class=\"pl-smi\">$NAME</span> --memory 2Gi</pre></div>\n<p>Before running the script I had installed the Cloud Run SDK and run <code>gcloud init</code> to login.</p>\n<p>The <code>NAME</code> variable ends up being used as the name of both my built image and my service. This needs to be unique in your Cloud Run account, or your deploy will over-write an existing service.</p>\n<p>Cloud Run deployed my site to <a href=\"https://metmuseum-j7hipcg4aq-uc.a.run.app/\" rel=\"nofollow\">https://metmuseum-j7hipcg4aq-uc.a.run.app/</a></p>\n<p>I then used the \"Domain mappings\" feature in the Cloud Run web console to point a better web address at it.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-08-04T20:36:31-07:00", "created_utc": "2020-08-05T03:36:31+00:00", "updated": "2020-12-29T13:55:23-08:00", "updated_utc": "2020-12-29T21:55:23+00:00", "shot_hash": "b086f0e3bf24398095e41516db57e0cc", "slug": "ship-dockerfile-to-cloud-run"}, {"path": "cloudrun_tailing-cloud-run-request-logs.md", "topic": "cloudrun", "title": "Tailing Google Cloud Run request logs and importing them into SQLite", "url": "https://github.com/simonw/til/blob/main/cloudrun/tailing-cloud-run-request-logs.md", "body": "The `gcloud` CLI tool has [the alpha ability to tail log files](https://cloud.google.com/logging/docs/reference/tools/gcloud-logging#live-tailing) - but it's a bit of a pain to setup.\n\nYou have to install two extras for it. First, this:\n\n    gcloud alpha logging tail\n\nThat installs the functionality, but as the documentation will tell you:\n\n> To use `gcloud alpha logging tail`, you need to have Python 3 and the `grpcio` Python package installed.\n\nAssuming you have Python 3, the problem you have to solve is *which Python* is the `gcloud` tool using to run. After digging around in the source code using `cat $(which gcloud)` I spotted the following:\n\n    CLOUDSDK_PYTHON=$(order_python python3 python2 python2.7 python)\n\nSo it looks like (on macOS at least) it prefers to use the `python3` binary if it can find it.\n\nSo this works to install `grpcio` somewhere it can see it:\n\n    python3 -m pip install grpcio\n\nHaving done that, you can start running commands. `gcloud logging logs list` shows a list of logs:\n\n```\n~ % gcloud logging logs list\nNAME\nprojects/datasette-222320/logs/cloudaudit.googleapis.com%2Factivity\nprojects/datasette-222320/logs/cloudaudit.googleapis.com%2Fdata_access\nprojects/datasette-222320/logs/cloudaudit.googleapis.com%2Fsystem_event\nprojects/datasette-222320/logs/cloudbuild\nprojects/datasette-222320/logs/clouderrorreporting.googleapis.com%2Finsights\nprojects/datasette-222320/logs/cloudtrace.googleapis.com%2FTraceLatencyShiftDetected\nprojects/datasette-222320/logs/run.googleapis.com%2Frequests\nprojects/datasette-222320/logs/run.googleapis.com%2Fstderr\nprojects/datasette-222320/logs/run.googleapis.com%2Fstdout\nprojects/datasette-222320/logs/run.googleapis.com%2Fvarlog%2Fsystem\n```\nThen you can use `gcloud alpha logging tail projects/datasette-222320/logs/run.googleapis.com%2Frequests` to start logging. Only you also need a `CLOUDSDK_PYTHON_SITEPACKAGES=1` environment variable so that `gcloud` knows to look for the `grpcio` dependency.\n\n    CLOUDSDK_PYTHON_SITEPACKAGES=1 \\\n      gcloud alpha logging tail projects/datasette-222320/logs/run.googleapis.com%2Frequests\n\nThe default format is verbose YAML. A log entry looks like this:\n\n```yaml\nhttpRequest:\n  latency: 0.123684963s\n  remoteIp: 66.249.69.240\n  requestMethod: GET\n  requestSize: '510'\n  requestUrl: https://www.niche-museums.com/browse/museums.json?_facet_size=max&country=United+States&_facet=osm_city&_facet=updated&_facet=osm_suburb&_facet=osm_footway&osm_city=Santa+Cruz\n  responseSize: '6403'\n  serverIp: 142.250.125.121\n  status: 200\n  userAgent: Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)\ninsertId: 611171fe000a38a469d59595\nlabels:\n  instanceId: 00bf4bf02dab164592dbbb9220b56c3ce64cb0f1c1f37812d1d61e851a931e9964ba539c2ede42886773c82662cc28aa858749d2697f537ff7a61e7b\n  service: niche-museums\nlogName: projects/datasette-222320/logs/run.googleapis.com%2Frequests\nreceiveTimestamp: '2021-08-09T18:20:46.935658405Z'\nresource:\n  labels:\n    configuration_name: niche-museums\n    location: us-central1\n    project_id: datasette-222320\n    revision_name: niche-museums-00039-sur\n    service_name: niche-museums\n  type: cloud_run_revision\nseverity: INFO\ntimestamp: '2021-08-09T18:20:46.669860Z'\ntrace: projects/datasette-222320/traces/306a0d6e7e055ba66172003a74c926c2\n```\n\nI decided to import into a SQLite database so I could use [Datasette](https://datasette.io/) to analyze the log files (hooray for facets).\n\nAdding `--format json` switches the output to JSON - but it's a pretty-printed array of JSON objects, something like this:\n\n```json\n[\n  {\n    \"httpRequest\": {\n      \"latency\": \"0.112114537s\",\n      \"remoteIp\": \"40.77.167.88\",\n      \"requestMethod\": \"GET\",\n      \"requestSize\": \"534\",\n      \"requestUrl\": \"https://datasette.io/content/repos?forks=0&_facet=homepage&_facet=size&_facet=open_issues&open_issues=3&size=564&_sort=readme_html\",\n      \"responseSize\": \"72757\",\n      \"serverIp\": \"216.239.38.21\",\n      \"status\": 200,\n      \"userAgent\": \"Mozilla/5.0 (compatible; bingbot/2.0; +http://www.bing.com/bingbot.htm)\"\n    },\n    \"insertId\": \"6111722f000b5b4c4d4071e2\",\n    \"labels\": {\n      \"instanceId\": \"00bf4bf02d1d7fe4402c3aff8a34688d9a910e6ee6d2545ceebc1edefb99461481e6d9f9ae8de4e907e3d18b98ea9c7f57b2abb527c8857d9163ed193db766c349a1ee\",\n      \"service\": \"datasette-io\"\n    },\n    \"logName\": \"projects/datasette-222320/logs/run.googleapis.com%2Frequests\",\n    \"receiveTimestamp\": \"2021-08-09T18:21:36.061693305Z\",\n    \"resource\": {\n      \"labels\": {\n        \"configuration_name\": \"datasette-io\",\n        \"location\": \"us-central1\",\n        \"project_id\": \"datasette-222320\",\n        \"revision_name\": \"datasette-io-00416-coy\",\n        \"service_name\": \"datasette-io\"\n      },\n      \"type\": \"cloud_run_revision\"\n    },\n    \"severity\": \"INFO\",\n    \"timestamp\": \"2021-08-09T18:21:35.744268Z\",\n    \"trace\": \"projects/datasette-222320/traces/016d640caf845fbf8709486bc8dff9c7\"\n  }\n]\n```\n\nI want to stream the logs into `sqlite-utils` using [newline-delimited JSON](https://sqlite-utils.datasette.io/en/stable/cli.html#inserting-newline-delimited-json) since that can insert while the data is still being tailed.\n\nI ended up using two new `jq` recipes:\n\n    cat example.json | jq -cn --stream 'fromstream(1|truncate_stream(inputs))'\n\nThis turns an `[{\"array\": \"of objects\"}, {\"like\": \"this one\"}]` into a stream of newline-delimited objects. I [found the recipe here](https://github.com/stedolan/jq/issues/1984#issuecomment-568918146) - I don't understand it.\n\nAs you can see above, the objects are nested. I want them as flat objects so that `sqlite-utils insert` will create a separate column for each nested value. I used [this recipe](https://til.simonwillison.net/jq/flatten-nested-json-objects-jq) for that.\n\nThe end result was this:\n\n```\nCLOUDSDK_PYTHON_SITEPACKAGES=1 gcloud alpha logging tail \\\n  projects/datasette-222320/logs/run.googleapis.com%2Frequests \\\n  --format json \\\n| jq -cn --stream 'fromstream(1|truncate_stream(inputs))' \\\n| jq -c '[leaf_paths as $path | {\n  \"key\": $path | join(\"_\"), \"value\": getpath($path)\n}] | from_entries' \\\n| sqlite-utils insert /tmp/logs.db logs - --nl --alter --batch-size 1\n```\nThat last line inserts the data into the `/tmp/logs.db` database file. `--nl` means \"expect newline-delimited JSON\", `--alter` means \"add new columns if they are missing\", `--batch-size 1` means \"commit after every record\" (so I can see them in Datasette while they are streaming in).\n\n**UPDATE:** [sqlite-utils 3.15](https://sqlite-utils.datasette.io/en/stable/changelog.html#v3-15) added a `--flatten` option which you can use instead of that second `jq` recipe, so this should work instead:\n\n```\nCLOUDSDK_PYTHON_SITEPACKAGES=1 gcloud alpha logging tail \\\n  projects/datasette-222320/logs/run.googleapis.com%2Frequests \\\n  --format json \\\n| jq -cn --stream 'fromstream(1|truncate_stream(inputs))' \\\n| sqlite-utils insert /tmp/logs.db logs - --nl --alter --batch-size 1 --flatten\n```\n\nThe resulting schema looks like this (via `sqlite-utils schema /tmp/logs.db`):\n```sql\nCREATE TABLE [logs] (\n   [httpRequest_latency] TEXT,\n   [httpRequest_remoteIp] TEXT,\n   [httpRequest_requestMethod] TEXT,\n   [httpRequest_requestSize] TEXT,\n   [httpRequest_requestUrl] TEXT,\n   [httpRequest_responseSize] TEXT,\n   [httpRequest_serverIp] TEXT,\n   [httpRequest_status] INTEGER,\n   [httpRequest_userAgent] TEXT,\n   [insertId] TEXT,\n   [labels_instanceId] TEXT,\n   [labels_service] TEXT,\n   [logName] TEXT,\n   [receiveTimestamp] TEXT,\n   [resource_labels_configuration_name] TEXT,\n   [resource_labels_location] TEXT,\n   [resource_labels_project_id] TEXT,\n   [resource_labels_revision_name] TEXT,\n   [resource_labels_service_name] TEXT,\n   [resource_type] TEXT,\n   [severity] TEXT,\n   [timestamp] TEXT,\n   [trace] TEXT,\n   [httpRequest_referer] TEXT\n);\n```\n\nThen I ran `datasette /tmp/logs.db` to start exploring the logs. Faceting by `resource_labels_service_name` was particularly useful.\n\n<img width=\"1340\" alt=\"Screenshot of logs in Datasette\" src=\"https://user-images.githubusercontent.com/9599/128755995-fab7e478-82a5-4d80-a959-f89f7dd39209.png\">\n\nThe `httpRequest_latency` column contains text data that looks like `0.012572683s` - thankfully if you cast it to a `float` the trailing `s` will be ignored. Here's an example query showing the services with the highest average latency:\n\n```sql\nselect\n  resource_labels_service_name,\n  avg(cast(httpRequest_latency as float)) as avg_latency,\n  count(*)\nfrom\n  logs\ngroup by\n  resource_labels_service_name\norder by\n  avg_latency desc\n```\n\n## Using the Logs explorer\n\nAlternatively, you can use the Google Cloud logs explorer! It has pretty decent faceted search built in.\n\nHere's a query showing results from that log file:\n```\nresource.type=\"cloud_run_revision\"\nlog_name=\"projects/datasette-222320/logs/run.googleapis.com%2Frequests\"\n```\nRun that at https://console.cloud.google.com/logs/query - or here's a link I can use to execute that directly (for the last 7 days): https://console.cloud.google.com/logs/query;query=resource.type%3D%22cloud_run_revision%22%0Alog_name%3D%22projects%2Fdatasette-222320%2Flogs%2Frun.googleapis.com%252Frequests%22;timeRange=P7D;?project=datasette-222320", "html": "<p>The <code>gcloud</code> CLI tool has <a href=\"https://cloud.google.com/logging/docs/reference/tools/gcloud-logging#live-tailing\" rel=\"nofollow\">the alpha ability to tail log files</a> - but it's a bit of a pain to setup.</p>\n<p>You have to install two extras for it. First, this:</p>\n<pre><code>gcloud alpha logging tail\n</code></pre>\n<p>That installs the functionality, but as the documentation will tell you:</p>\n<blockquote>\n<p>To use <code>gcloud alpha logging tail</code>, you need to have Python 3 and the <code>grpcio</code> Python package installed.</p>\n</blockquote>\n<p>Assuming you have Python 3, the problem you have to solve is <em>which Python</em> is the <code>gcloud</code> tool using to run. After digging around in the source code using <code>cat $(which gcloud)</code> I spotted the following:</p>\n<pre><code>CLOUDSDK_PYTHON=$(order_python python3 python2 python2.7 python)\n</code></pre>\n<p>So it looks like (on macOS at least) it prefers to use the <code>python3</code> binary if it can find it.</p>\n<p>So this works to install <code>grpcio</code> somewhere it can see it:</p>\n<pre><code>python3 -m pip install grpcio\n</code></pre>\n<p>Having done that, you can start running commands. <code>gcloud logging logs list</code> shows a list of logs:</p>\n<pre><code>~ % gcloud logging logs list\nNAME\nprojects/datasette-222320/logs/cloudaudit.googleapis.com%2Factivity\nprojects/datasette-222320/logs/cloudaudit.googleapis.com%2Fdata_access\nprojects/datasette-222320/logs/cloudaudit.googleapis.com%2Fsystem_event\nprojects/datasette-222320/logs/cloudbuild\nprojects/datasette-222320/logs/clouderrorreporting.googleapis.com%2Finsights\nprojects/datasette-222320/logs/cloudtrace.googleapis.com%2FTraceLatencyShiftDetected\nprojects/datasette-222320/logs/run.googleapis.com%2Frequests\nprojects/datasette-222320/logs/run.googleapis.com%2Fstderr\nprojects/datasette-222320/logs/run.googleapis.com%2Fstdout\nprojects/datasette-222320/logs/run.googleapis.com%2Fvarlog%2Fsystem\n</code></pre>\n<p>Then you can use <code>gcloud alpha logging tail projects/datasette-222320/logs/run.googleapis.com%2Frequests</code> to start logging. Only you also need a <code>CLOUDSDK_PYTHON_SITEPACKAGES=1</code> environment variable so that <code>gcloud</code> knows to look for the <code>grpcio</code> dependency.</p>\n<pre><code>CLOUDSDK_PYTHON_SITEPACKAGES=1 \\\n  gcloud alpha logging tail projects/datasette-222320/logs/run.googleapis.com%2Frequests\n</code></pre>\n<p>The default format is verbose YAML. A log entry looks like this:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">httpRequest</span>:\n  <span class=\"pl-ent\">latency</span>: <span class=\"pl-s\">0.123684963s</span>\n  <span class=\"pl-ent\">remoteIp</span>: <span class=\"pl-s\">66.249.69.240</span>\n  <span class=\"pl-ent\">requestMethod</span>: <span class=\"pl-s\">GET</span>\n  <span class=\"pl-ent\">requestSize</span>: <span class=\"pl-s\"><span class=\"pl-pds\">'</span>510<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-ent\">requestUrl</span>: <span class=\"pl-s\">https://www.niche-museums.com/browse/museums.json?_facet_size=max&amp;country=United+States&amp;_facet=osm_city&amp;_facet=updated&amp;_facet=osm_suburb&amp;_facet=osm_footway&amp;osm_city=Santa+Cruz</span>\n  <span class=\"pl-ent\">responseSize</span>: <span class=\"pl-s\"><span class=\"pl-pds\">'</span>6403<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-ent\">serverIp</span>: <span class=\"pl-s\">142.250.125.121</span>\n  <span class=\"pl-ent\">status</span>: <span class=\"pl-c1\">200</span>\n  <span class=\"pl-ent\">userAgent</span>: <span class=\"pl-s\">Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)</span>\n<span class=\"pl-ent\">insertId</span>: <span class=\"pl-s\">611171fe000a38a469d59595</span>\n<span class=\"pl-ent\">labels</span>:\n  <span class=\"pl-ent\">instanceId</span>: <span class=\"pl-s\">00bf4bf02dab164592dbbb9220b56c3ce64cb0f1c1f37812d1d61e851a931e9964ba539c2ede42886773c82662cc28aa858749d2697f537ff7a61e7b</span>\n  <span class=\"pl-ent\">service</span>: <span class=\"pl-s\">niche-museums</span>\n<span class=\"pl-ent\">logName</span>: <span class=\"pl-s\">projects/datasette-222320/logs/run.googleapis.com%2Frequests</span>\n<span class=\"pl-ent\">receiveTimestamp</span>: <span class=\"pl-s\"><span class=\"pl-pds\">'</span>2021-08-09T18:20:46.935658405Z<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-ent\">resource</span>:\n  <span class=\"pl-ent\">labels</span>:\n    <span class=\"pl-ent\">configuration_name</span>: <span class=\"pl-s\">niche-museums</span>\n    <span class=\"pl-ent\">location</span>: <span class=\"pl-s\">us-central1</span>\n    <span class=\"pl-ent\">project_id</span>: <span class=\"pl-s\">datasette-222320</span>\n    <span class=\"pl-ent\">revision_name</span>: <span class=\"pl-s\">niche-museums-00039-sur</span>\n    <span class=\"pl-ent\">service_name</span>: <span class=\"pl-s\">niche-museums</span>\n  <span class=\"pl-ent\">type</span>: <span class=\"pl-s\">cloud_run_revision</span>\n<span class=\"pl-ent\">severity</span>: <span class=\"pl-s\">INFO</span>\n<span class=\"pl-ent\">timestamp</span>: <span class=\"pl-s\"><span class=\"pl-pds\">'</span>2021-08-09T18:20:46.669860Z<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-ent\">trace</span>: <span class=\"pl-s\">projects/datasette-222320/traces/306a0d6e7e055ba66172003a74c926c2</span></pre></div>\n<p>I decided to import into a SQLite database so I could use <a href=\"https://datasette.io/\" rel=\"nofollow\">Datasette</a> to analyze the log files (hooray for facets).</p>\n<p>Adding <code>--format json</code> switches the output to JSON - but it's a pretty-printed array of JSON objects, something like this:</p>\n<div class=\"highlight highlight-source-json\"><pre>[\n  {\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>httpRequest<span class=\"pl-pds\">\"</span></span>: {\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>latency<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>0.112114537s<span class=\"pl-pds\">\"</span></span>,\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>remoteIp<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>40.77.167.88<span class=\"pl-pds\">\"</span></span>,\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>requestMethod<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>GET<span class=\"pl-pds\">\"</span></span>,\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>requestSize<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>534<span class=\"pl-pds\">\"</span></span>,\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>requestUrl<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>https://datasette.io/content/repos?forks=0&amp;_facet=homepage&amp;_facet=size&amp;_facet=open_issues&amp;open_issues=3&amp;size=564&amp;_sort=readme_html<span class=\"pl-pds\">\"</span></span>,\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>responseSize<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>72757<span class=\"pl-pds\">\"</span></span>,\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>serverIp<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>216.239.38.21<span class=\"pl-pds\">\"</span></span>,\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>status<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-c1\">200</span>,\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>userAgent<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Mozilla/5.0 (compatible; bingbot/2.0; +http://www.bing.com/bingbot.htm)<span class=\"pl-pds\">\"</span></span>\n    },\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>insertId<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>6111722f000b5b4c4d4071e2<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>labels<span class=\"pl-pds\">\"</span></span>: {\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>instanceId<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>00bf4bf02d1d7fe4402c3aff8a34688d9a910e6ee6d2545ceebc1edefb99461481e6d9f9ae8de4e907e3d18b98ea9c7f57b2abb527c8857d9163ed193db766c349a1ee<span class=\"pl-pds\">\"</span></span>,\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>service<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>datasette-io<span class=\"pl-pds\">\"</span></span>\n    },\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>logName<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>projects/datasette-222320/logs/run.googleapis.com%2Frequests<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>receiveTimestamp<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>2021-08-09T18:21:36.061693305Z<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>resource<span class=\"pl-pds\">\"</span></span>: {\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>labels<span class=\"pl-pds\">\"</span></span>: {\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>configuration_name<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>datasette-io<span class=\"pl-pds\">\"</span></span>,\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>location<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>us-central1<span class=\"pl-pds\">\"</span></span>,\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>project_id<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>datasette-222320<span class=\"pl-pds\">\"</span></span>,\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>revision_name<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>datasette-io-00416-coy<span class=\"pl-pds\">\"</span></span>,\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>service_name<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>datasette-io<span class=\"pl-pds\">\"</span></span>\n      },\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>type<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>cloud_run_revision<span class=\"pl-pds\">\"</span></span>\n    },\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>severity<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>INFO<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>timestamp<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>2021-08-09T18:21:35.744268Z<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>trace<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>projects/datasette-222320/traces/016d640caf845fbf8709486bc8dff9c7<span class=\"pl-pds\">\"</span></span>\n  }\n]</pre></div>\n<p>I want to stream the logs into <code>sqlite-utils</code> using <a href=\"https://sqlite-utils.datasette.io/en/stable/cli.html#inserting-newline-delimited-json\" rel=\"nofollow\">newline-delimited JSON</a> since that can insert while the data is still being tailed.</p>\n<p>I ended up using two new <code>jq</code> recipes:</p>\n<pre><code>cat example.json | jq -cn --stream 'fromstream(1|truncate_stream(inputs))'\n</code></pre>\n<p>This turns an <code>[{\"array\": \"of objects\"}, {\"like\": \"this one\"}]</code> into a stream of newline-delimited objects. I <a href=\"https://github.com/stedolan/jq/issues/1984#issuecomment-568918146\">found the recipe here</a> - I don't understand it.</p>\n<p>As you can see above, the objects are nested. I want them as flat objects so that <code>sqlite-utils insert</code> will create a separate column for each nested value. I used <a href=\"https://til.simonwillison.net/jq/flatten-nested-json-objects-jq\" rel=\"nofollow\">this recipe</a> for that.</p>\n<p>The end result was this:</p>\n<pre><code>CLOUDSDK_PYTHON_SITEPACKAGES=1 gcloud alpha logging tail \\\n  projects/datasette-222320/logs/run.googleapis.com%2Frequests \\\n  --format json \\\n| jq -cn --stream 'fromstream(1|truncate_stream(inputs))' \\\n| jq -c '[leaf_paths as $path | {\n  \"key\": $path | join(\"_\"), \"value\": getpath($path)\n}] | from_entries' \\\n| sqlite-utils insert /tmp/logs.db logs - --nl --alter --batch-size 1\n</code></pre>\n<p>That last line inserts the data into the <code>/tmp/logs.db</code> database file. <code>--nl</code> means \"expect newline-delimited JSON\", <code>--alter</code> means \"add new columns if they are missing\", <code>--batch-size 1</code> means \"commit after every record\" (so I can see them in Datasette while they are streaming in).</p>\n<p><strong>UPDATE:</strong> <a href=\"https://sqlite-utils.datasette.io/en/stable/changelog.html#v3-15\" rel=\"nofollow\">sqlite-utils 3.15</a> added a <code>--flatten</code> option which you can use instead of that second <code>jq</code> recipe, so this should work instead:</p>\n<pre><code>CLOUDSDK_PYTHON_SITEPACKAGES=1 gcloud alpha logging tail \\\n  projects/datasette-222320/logs/run.googleapis.com%2Frequests \\\n  --format json \\\n| jq -cn --stream 'fromstream(1|truncate_stream(inputs))' \\\n| sqlite-utils insert /tmp/logs.db logs - --nl --alter --batch-size 1 --flatten\n</code></pre>\n<p>The resulting schema looks like this (via <code>sqlite-utils schema /tmp/logs.db</code>):</p>\n<div class=\"highlight highlight-source-sql\"><pre>CREATE TABLE [logs] (\n   [httpRequest_latency] <span class=\"pl-k\">TEXT</span>,\n   [httpRequest_remoteIp] <span class=\"pl-k\">TEXT</span>,\n   [httpRequest_requestMethod] <span class=\"pl-k\">TEXT</span>,\n   [httpRequest_requestSize] <span class=\"pl-k\">TEXT</span>,\n   [httpRequest_requestUrl] <span class=\"pl-k\">TEXT</span>,\n   [httpRequest_responseSize] <span class=\"pl-k\">TEXT</span>,\n   [httpRequest_serverIp] <span class=\"pl-k\">TEXT</span>,\n   [httpRequest_status] <span class=\"pl-k\">INTEGER</span>,\n   [httpRequest_userAgent] <span class=\"pl-k\">TEXT</span>,\n   [insertId] <span class=\"pl-k\">TEXT</span>,\n   [labels_instanceId] <span class=\"pl-k\">TEXT</span>,\n   [labels_service] <span class=\"pl-k\">TEXT</span>,\n   [logName] <span class=\"pl-k\">TEXT</span>,\n   [receiveTimestamp] <span class=\"pl-k\">TEXT</span>,\n   [resource_labels_configuration_name] <span class=\"pl-k\">TEXT</span>,\n   [resource_labels_location] <span class=\"pl-k\">TEXT</span>,\n   [resource_labels_project_id] <span class=\"pl-k\">TEXT</span>,\n   [resource_labels_revision_name] <span class=\"pl-k\">TEXT</span>,\n   [resource_labels_service_name] <span class=\"pl-k\">TEXT</span>,\n   [resource_type] <span class=\"pl-k\">TEXT</span>,\n   [severity] <span class=\"pl-k\">TEXT</span>,\n   [<span class=\"pl-k\">timestamp</span>] <span class=\"pl-k\">TEXT</span>,\n   [trace] <span class=\"pl-k\">TEXT</span>,\n   [httpRequest_referer] <span class=\"pl-k\">TEXT</span>\n);</pre></div>\n<p>Then I ran <code>datasette /tmp/logs.db</code> to start exploring the logs. Faceting by <code>resource_labels_service_name</code> was particularly useful.</p>\n<p><a href=\"https://user-images.githubusercontent.com/9599/128755995-fab7e478-82a5-4d80-a959-f89f7dd39209.png\" target=\"_blank\" rel=\"nofollow\"><img width=\"1340\" alt=\"Screenshot of logs in Datasette\" src=\"https://user-images.githubusercontent.com/9599/128755995-fab7e478-82a5-4d80-a959-f89f7dd39209.png\" style=\"max-width:100%;\"></a></p>\n<p>The <code>httpRequest_latency</code> column contains text data that looks like <code>0.012572683s</code> - thankfully if you cast it to a <code>float</code> the trailing <code>s</code> will be ignored. Here's an example query showing the services with the highest average latency:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span>\n  resource_labels_service_name,\n  <span class=\"pl-c1\">avg</span>(cast(httpRequest_latency <span class=\"pl-k\">as</span> float)) <span class=\"pl-k\">as</span> avg_latency,\n  <span class=\"pl-c1\">count</span>(<span class=\"pl-k\">*</span>)\n<span class=\"pl-k\">from</span>\n  logs\n<span class=\"pl-k\">group by</span>\n  resource_labels_service_name\n<span class=\"pl-k\">order by</span>\n  avg_latency <span class=\"pl-k\">desc</span></pre></div>\n<h2>\n<a id=\"user-content-using-the-logs-explorer\" class=\"anchor\" href=\"#using-the-logs-explorer\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Using the Logs explorer</h2>\n<p>Alternatively, you can use the Google Cloud logs explorer! It has pretty decent faceted search built in.</p>\n<p>Here's a query showing results from that log file:</p>\n<pre><code>resource.type=\"cloud_run_revision\"\nlog_name=\"projects/datasette-222320/logs/run.googleapis.com%2Frequests\"\n</code></pre>\n<p>Run that at <a href=\"https://console.cloud.google.com/logs/query\" rel=\"nofollow\">https://console.cloud.google.com/logs/query</a> - or here's a link I can use to execute that directly (for the last 7 days): <a href=\"https://console.cloud.google.com/logs/query;query=resource.type%3D%22cloud_run_revision%22%0Alog_name%3D%22projects%2Fdatasette-222320%2Flogs%2Frun.googleapis.com%252Frequests%22;timeRange=P7D;?project=datasette-222320\" rel=\"nofollow\">https://console.cloud.google.com/logs/query;query=resource.type%3D%22cloud_run_revision%22%0Alog_name%3D%22projects%2Fdatasette-222320%2Flogs%2Frun.googleapis.com%252Frequests%22;timeRange=P7D;?project=datasette-222320</a></p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-08-09T11:32:01-07:00", "created_utc": "2021-08-09T18:32:01+00:00", "updated": "2021-08-13T22:07:23-07:00", "updated_utc": "2021-08-14T05:07:23+00:00", "shot_hash": "eba49d224d98a67308c137bcc3f0e777", "slug": "tailing-cloud-run-request-logs"}, {"path": "cloudrun_use-labels-for-billing-breakdown.md", "topic": "cloudrun", "title": "Use labels on Cloud Run services for a billing breakdown", "url": "https://github.com/simonw/til/blob/main/cloudrun/use-labels-for-billing-breakdown.md", "body": "Thanks to [@glasnt](https://github.com/glasnt) for the tip on this one. If you want a per-service breakdown of pricing on your Google Cloud Run services within a project (each service is a different deployed application) the easiest way to do it is to apply labels to those services, then request a by-label pricing breakdown.\n\nThis command will update a service (restarting it) with a new label:\n\n```bash\ngcloud run services update csvconf --region=us-central1 --platform=managed --update-labels service=csvconf\n```\n\nI found it needed the `--platform=managed` and `--region=X` options to avoid it asking interactive questions.\n\nHere's a bash script which loops through all of the services that do NOT have a `service` label and applies one:\n\n```bash\n#!/bin/bash\nfor line in $(\n  gcloud run services list --platform=managed \\\n    --format=\"csv(SERVICE,REGION)\" \\\n    --filter \"NOT metadata.labels.service:*\" \\\n  | tail -n +2)\ndo\n  IFS=$','; service_and_region=($line); unset IFS;\n  service=${service_and_region[0]}\n  region=${service_and_region[1]}\n  echo \"service: $service    region: $region\"\n  gcloud run services update $service \\\n    --region=$region --platform=managed \\\n    --update-labels service=$service\n  echo\ndone\n```\n\nIt runs the equivalent of this for each service:\n```\ngcloud run services update asgi-log-demo --region=us-central1 --platform=managed --update-labels service=asgi-log-demo\n```\n\nI saved that as a `runme.sh` script, run `chmod 755 runme.sh` and then  `./runme.sh` to run it.\n\nThe output of the script looked like this (one entry for each service) - each one took ~30s to run.\n```\nService [covid-19] revision [covid-19-00122-zod] has been deployed and is serving 100 percent of traffic at https://covid-19-j7hipcg4aq-uc.a.run.app\n\u2713 Deploying... Done.                                                                                                                                                                                                 \n  \u2713 Creating Revision...                                                                                                                                                                                             \n  \u2713 Routing traffic...                                                                                                                                                                                               \nDone.                                                                                                                                                                                                                \n```\nI had to wait a couple of days for this to take effect, but once it did I could get results by visiting Billing -> Reports, then selecting `service` from the group by menu here:\n\n<img src=\"https://raw.githubusercontent.com/simonw/til/main/cloudrun/use-labels-for-billing-breakdown-1.png\" width=\"300\">\n\nThe graph (I picked bar chart over line chart) looked like this:\n\n![Graph](https://raw.githubusercontent.com/simonw/til/main/cloudrun/use-labels-for-billing-breakdown-2.png)\n\n## Using the metrics explorer\n\nEven without setting up these extra `service` labels the [Metrics explorer](https://console.cloud.google.com/monitoring/metrics-explorer) can show you breakdowns of billing time against different services.\n\nHere's how to configure that:\n\n<img src=\"https://raw.githubusercontent.com/simonw/til/main/cloudrun/billing-metrics-explorer.png\" width=\"300\">\n\n[Bookmarked query](https://console.cloud.google.com/monitoring/metrics-explorer?project=datasette-222320&pageState=%7B%22xyChart%22:%7B%22dataSets%22:%5B%7B%22timeSeriesFilter%22:%7B%22filter%22:%22metric.type%3D%5C%22run.googleapis.com%2Fcontainer%2Fbillable_instance_time%5C%22%20resource.type%3D%5C%22cloud_run_revision%5C%22%22,%22minAlignmentPeriod%22:%2260s%22,%22aggregations%22:%5B%7B%22perSeriesAligner%22:%22ALIGN_RATE%22,%22crossSeriesReducer%22:%22REDUCE_NONE%22,%22alignmentPeriod%22:%2260s%22,%22groupByFields%22:%5B%5D%7D,%7B%22crossSeriesReducer%22:%22REDUCE_NONE%22,%22alignmentPeriod%22:%2260s%22,%22groupByFields%22:%5B%5D%7D%5D%7D,%22targetAxis%22:%22Y1%22,%22plotType%22:%22LINE%22%7D%5D,%22options%22:%7B%22mode%22:%22COLOR%22%7D,%22constantLines%22:%5B%5D,%22timeshiftDuration%22:%220s%22,%22y1Axis%22:%7B%22label%22:%22y1Axis%22,%22scale%22:%22LINEAR%22%7D%7D,%22isAutoRefresh%22:true,%22timeSelection%22:%7B%22timeRange%22:%221h%22%7D%7D) (only works for me)", "html": "<p>Thanks to <a href=\"https://github.com/glasnt\">@glasnt</a> for the tip on this one. If you want a per-service breakdown of pricing on your Google Cloud Run services within a project (each service is a different deployed application) the easiest way to do it is to apply labels to those services, then request a by-label pricing breakdown.</p>\n<p>This command will update a service (restarting it) with a new label:</p>\n<div class=\"highlight highlight-source-shell\"><pre>gcloud run services update csvconf --region=us-central1 --platform=managed --update-labels service=csvconf</pre></div>\n<p>I found it needed the <code>--platform=managed</code> and <code>--region=X</code> options to avoid it asking interactive questions.</p>\n<p>Here's a bash script which loops through all of the services that do NOT have a <code>service</code> label and applies one:</p>\n<div class=\"highlight highlight-source-shell\"><pre><span class=\"pl-c\"><span class=\"pl-c\">#!</span>/bin/bash</span>\n<span class=\"pl-k\">for</span> <span class=\"pl-smi\">line</span> <span class=\"pl-k\">in</span> <span class=\"pl-s\"><span class=\"pl-pds\">$(</span></span>\n<span class=\"pl-s\">  gcloud run services list --platform=managed \\</span>\n<span class=\"pl-s\">    --format=<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>csv(SERVICE,REGION)<span class=\"pl-pds\">\"</span></span> \\</span>\n<span class=\"pl-s\">    --filter <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>NOT metadata.labels.service:*<span class=\"pl-pds\">\"</span></span> \\</span>\n<span class=\"pl-s\">  <span class=\"pl-k\">|</span> tail -n +2<span class=\"pl-pds\">)</span></span>\n<span class=\"pl-k\">do</span>\n  IFS=<span class=\"pl-s\"><span class=\"pl-pds\">$'</span>,<span class=\"pl-pds\">'</span></span><span class=\"pl-k\">;</span> service_and_region=(<span class=\"pl-smi\">$line</span>)<span class=\"pl-k\">;</span> <span class=\"pl-c1\">unset</span> IFS<span class=\"pl-k\">;</span>\n  service=<span class=\"pl-smi\">${service_and_region[0]}</span>\n  region=<span class=\"pl-smi\">${service_and_region[1]}</span>\n  <span class=\"pl-c1\">echo</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>service: <span class=\"pl-smi\">$service</span>    region: <span class=\"pl-smi\">$region</span><span class=\"pl-pds\">\"</span></span>\n  gcloud run services update <span class=\"pl-smi\">$service</span> \\\n    --region=<span class=\"pl-smi\">$region</span> --platform=managed \\\n    --update-labels service=<span class=\"pl-smi\">$service</span>\n  <span class=\"pl-c1\">echo</span>\n<span class=\"pl-k\">done</span></pre></div>\n<p>It runs the equivalent of this for each service:</p>\n<pre><code>gcloud run services update asgi-log-demo --region=us-central1 --platform=managed --update-labels service=asgi-log-demo\n</code></pre>\n<p>I saved that as a <code>runme.sh</code> script, run <code>chmod 755 runme.sh</code> and then  <code>./runme.sh</code> to run it.</p>\n<p>The output of the script looked like this (one entry for each service) - each one took ~30s to run.</p>\n<pre><code>Service [covid-19] revision [covid-19-00122-zod] has been deployed and is serving 100 percent of traffic at https://covid-19-j7hipcg4aq-uc.a.run.app\n\u2713 Deploying... Done.                                                                                                                                                                                                 \n  \u2713 Creating Revision...                                                                                                                                                                                             \n  \u2713 Routing traffic...                                                                                                                                                                                               \nDone.                                                                                                                                                                                                                \n</code></pre>\n<p>I had to wait a couple of days for this to take effect, but once it did I could get results by visiting Billing -&gt; Reports, then selecting <code>service</code> from the group by menu here:</p>\n<p><a href=\"https://raw.githubusercontent.com/simonw/til/main/cloudrun/use-labels-for-billing-breakdown-1.png\" target=\"_blank\" rel=\"nofollow\"><img src=\"https://raw.githubusercontent.com/simonw/til/main/cloudrun/use-labels-for-billing-breakdown-1.png\" width=\"300\" style=\"max-width:100%;\"></a></p>\n<p>The graph (I picked bar chart over line chart) looked like this:</p>\n<p><a href=\"https://raw.githubusercontent.com/simonw/til/main/cloudrun/use-labels-for-billing-breakdown-2.png\" target=\"_blank\" rel=\"nofollow\"><img src=\"https://raw.githubusercontent.com/simonw/til/main/cloudrun/use-labels-for-billing-breakdown-2.png\" alt=\"Graph\" style=\"max-width:100%;\"></a></p>\n<h2>\n<a id=\"user-content-using-the-metrics-explorer\" class=\"anchor\" href=\"#using-the-metrics-explorer\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Using the metrics explorer</h2>\n<p>Even without setting up these extra <code>service</code> labels the <a href=\"https://console.cloud.google.com/monitoring/metrics-explorer\" rel=\"nofollow\">Metrics explorer</a> can show you breakdowns of billing time against different services.</p>\n<p>Here's how to configure that:</p>\n<p><a href=\"https://raw.githubusercontent.com/simonw/til/main/cloudrun/billing-metrics-explorer.png\" target=\"_blank\" rel=\"nofollow\"><img src=\"https://raw.githubusercontent.com/simonw/til/main/cloudrun/billing-metrics-explorer.png\" width=\"300\" style=\"max-width:100%;\"></a></p>\n<p><a href=\"https://console.cloud.google.com/monitoring/metrics-explorer?project=datasette-222320&amp;pageState=%7B%22xyChart%22:%7B%22dataSets%22:%5B%7B%22timeSeriesFilter%22:%7B%22filter%22:%22metric.type%3D%5C%22run.googleapis.com%2Fcontainer%2Fbillable_instance_time%5C%22%20resource.type%3D%5C%22cloud_run_revision%5C%22%22,%22minAlignmentPeriod%22:%2260s%22,%22aggregations%22:%5B%7B%22perSeriesAligner%22:%22ALIGN_RATE%22,%22crossSeriesReducer%22:%22REDUCE_NONE%22,%22alignmentPeriod%22:%2260s%22,%22groupByFields%22:%5B%5D%7D,%7B%22crossSeriesReducer%22:%22REDUCE_NONE%22,%22alignmentPeriod%22:%2260s%22,%22groupByFields%22:%5B%5D%7D%5D%7D,%22targetAxis%22:%22Y1%22,%22plotType%22:%22LINE%22%7D%5D,%22options%22:%7B%22mode%22:%22COLOR%22%7D,%22constantLines%22:%5B%5D,%22timeshiftDuration%22:%220s%22,%22y1Axis%22:%7B%22label%22:%22y1Axis%22,%22scale%22:%22LINEAR%22%7D%7D,%22isAutoRefresh%22:true,%22timeSelection%22:%7B%22timeRange%22:%221h%22%7D%7D\" rel=\"nofollow\">Bookmarked query</a> (only works for me)</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-04-21T17:52:57-07:00", "created_utc": "2020-04-22T00:52:57+00:00", "updated": "2021-12-21T13:02:50-08:00", "updated_utc": "2021-12-21T21:02:50+00:00", "shot_hash": "9157d6cd2112e335ce93afbece19a833", "slug": "use-labels-for-billing-breakdown"}, {"path": "cloudrun_using-build-args-with-cloud-run.md", "topic": "cloudrun", "title": "Using build-arg variables with Cloud Run deployments", "url": "https://github.com/simonw/til/blob/main/cloudrun/using-build-args-with-cloud-run.md", "body": "For [datasette/issues/1522](https://github.com/simonw/datasette/issues/1522) I wanted to use a Docker build argument in a `Dockerfile` that would then be deployed to Cloud Run.\n\nI needed this to be able to control the version of Datasette that was deployed. Here's my simplified `Dockerfile`:\n\n```dockerfile\nFROM python:3-alpine\n\nARG DATASETTE_REF\n# Copy to environment variable for use in CMD later\nENV VERSION_NOTE=$DATASETTE_REF\n\nRUN pip install https://github.com/simonw/datasette/archive/${DATASETTE_REF}.zip\n\n# Need to use \"shell form\" here to get variable substition:\nCMD datasette -h 0.0.0.0 -p 8080 --version-note $VERSION_NOTE\n```\nI can build this on my laptop like so:\n\n    docker build -t datasette-build-arg-demo . \\\n      --build-arg DATASETTE_REF=c617e1769ea27e045b0f2907ef49a9a1244e577d\n\nThen run it like this:\n\n    docker run -p 5000:8080 --rm datasette-build-arg-demo\n\nAnd visit `http://localhost:5000/-/versions` to see the version number to confirm it worked.\n\nI wanted to deploy this to Cloud Run, using [this recipe](https://til.simonwillison.net/cloudrun/ship-dockerfile-to-cloud-run).\n\nUnfortunately, the `gcloud builds submit` command doesn't have a mechanism for specifying `--build-arg`.\n\nInstead, you need to use a YAML file and pass it with the `gcloud builds submit --config cloudbuild.yml` option. The YAML should look like this:\n\n```yaml\nsteps:\n- name: 'gcr.io/cloud-builders/docker'\n  args: ['build', '-t', 'gc.io/MY-PROJECT/MY-NAME', '.', '--build-arg', 'DATASETTE_REF=c617e1769ea27e045b0f2907ef49a9a1244e577d']\n- name: 'gcr.io/cloud-builders/docker'\n  args: ['push', $IMAGE]\n```\n\nSince I want to dynamically populate my YAML file, I ended up using the following pattern in a `./deploy.sh` script:\n\n```bash\n#!/bin/bash\n# https://til.simonwillison.net/cloudrun/using-build-args-with-cloud-run\n\nif [[ -z \"$DATASETTE_REF\" ]]; then\n    echo \"Must provide DATASETTE_REF environment variable\" 1>&2\n    exit 1\nfi\n\nNAME=\"datasette-apache-proxy-demo\"\nPROJECT=$(gcloud config get-value project)\nIMAGE=\"gcr.io/$PROJECT/$NAME\"\n\n# Need YAML so we can set --build-arg\necho \"\nsteps:\n- name: 'gcr.io/cloud-builders/docker'\n  args: ['build', '-t', '$IMAGE', '.', '--build-arg', 'DATASETTE_REF=$DATASETTE_REF']\n- name: 'gcr.io/cloud-builders/docker'\n  args: ['push', '$IMAGE']\n\" > /tmp/cloudbuild.yml\n\ngcloud builds submit --config /tmp/cloudbuild.yml\n\nrm /tmp/cloudbuild.yml\n\ngcloud run deploy $NAME \\\n  --allow-unauthenticated \\\n  --platform=managed \\\n  --image $IMAGE \\\n  --port 80\n```", "html": "<p>For <a href=\"https://github.com/simonw/datasette/issues/1522\">datasette/issues/1522</a> I wanted to use a Docker build argument in a <code>Dockerfile</code> that would then be deployed to Cloud Run.</p>\n<p>I needed this to be able to control the version of Datasette that was deployed. Here's my simplified <code>Dockerfile</code>:</p>\n<div class=\"highlight highlight-source-dockerfile\"><pre><span class=\"pl-k\">FROM</span> python:3-alpine\n\n<span class=\"pl-k\">ARG</span> DATASETTE_REF\n<span class=\"pl-c\"><span class=\"pl-c\">#</span> Copy to environment variable for use in CMD later</span>\n<span class=\"pl-k\">ENV</span> VERSION_NOTE=$DATASETTE_REF\n\n<span class=\"pl-k\">RUN</span> pip install https://github.com/simonw/datasette/archive/${DATASETTE_REF}.zip\n\n<span class=\"pl-c\"><span class=\"pl-c\">#</span> Need to use \"shell form\" here to get variable substition:</span>\n<span class=\"pl-k\">CMD</span> datasette -h 0.0.0.0 -p 8080 --version-note $VERSION_NOTE</pre></div>\n<p>I can build this on my laptop like so:</p>\n<pre><code>docker build -t datasette-build-arg-demo . \\\n  --build-arg DATASETTE_REF=c617e1769ea27e045b0f2907ef49a9a1244e577d\n</code></pre>\n<p>Then run it like this:</p>\n<pre><code>docker run -p 5000:8080 --rm datasette-build-arg-demo\n</code></pre>\n<p>And visit <code>http://localhost:5000/-/versions</code> to see the version number to confirm it worked.</p>\n<p>I wanted to deploy this to Cloud Run, using <a href=\"https://til.simonwillison.net/cloudrun/ship-dockerfile-to-cloud-run\" rel=\"nofollow\">this recipe</a>.</p>\n<p>Unfortunately, the <code>gcloud builds submit</code> command doesn't have a mechanism for specifying <code>--build-arg</code>.</p>\n<p>Instead, you need to use a YAML file and pass it with the <code>gcloud builds submit --config cloudbuild.yml</code> option. The YAML should look like this:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">steps</span>:\n- <span class=\"pl-ent\">name</span>: <span class=\"pl-s\"><span class=\"pl-pds\">'</span>gcr.io/cloud-builders/docker<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-ent\">args</span>: <span class=\"pl-s\">['build', '-t', 'gc.io/MY-PROJECT/MY-NAME', '.', '--build-arg', 'DATASETTE_REF=c617e1769ea27e045b0f2907ef49a9a1244e577d']</span>\n- <span class=\"pl-ent\">name</span>: <span class=\"pl-s\"><span class=\"pl-pds\">'</span>gcr.io/cloud-builders/docker<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-ent\">args</span>: <span class=\"pl-s\">['push', $IMAGE]</span></pre></div>\n<p>Since I want to dynamically populate my YAML file, I ended up using the following pattern in a <code>./deploy.sh</code> script:</p>\n<div class=\"highlight highlight-source-shell\"><pre><span class=\"pl-c\"><span class=\"pl-c\">#!</span>/bin/bash</span>\n<span class=\"pl-c\"><span class=\"pl-c\">#</span> https://til.simonwillison.net/cloudrun/using-build-args-with-cloud-run</span>\n\n<span class=\"pl-k\">if</span> [[ <span class=\"pl-k\">-z</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span><span class=\"pl-smi\">$DATASETTE_REF</span><span class=\"pl-pds\">\"</span></span> ]]<span class=\"pl-k\">;</span> <span class=\"pl-k\">then</span>\n    <span class=\"pl-c1\">echo</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Must provide DATASETTE_REF environment variable<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">1&gt;&amp;2</span>\n    <span class=\"pl-c1\">exit</span> 1\n<span class=\"pl-k\">fi</span>\n\nNAME=<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>datasette-apache-proxy-demo<span class=\"pl-pds\">\"</span></span>\nPROJECT=<span class=\"pl-s\"><span class=\"pl-pds\">$(</span>gcloud config get-value project<span class=\"pl-pds\">)</span></span>\nIMAGE=<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>gcr.io/<span class=\"pl-smi\">$PROJECT</span>/<span class=\"pl-smi\">$NAME</span><span class=\"pl-pds\">\"</span></span>\n\n<span class=\"pl-c\"><span class=\"pl-c\">#</span> Need YAML so we can set --build-arg</span>\n<span class=\"pl-c1\">echo</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-s\">steps:</span>\n<span class=\"pl-s\">- name: 'gcr.io/cloud-builders/docker'</span>\n<span class=\"pl-s\">  args: ['build', '-t', '<span class=\"pl-smi\">$IMAGE</span>', '.', '--build-arg', 'DATASETTE_REF=<span class=\"pl-smi\">$DATASETTE_REF</span>']</span>\n<span class=\"pl-s\">- name: 'gcr.io/cloud-builders/docker'</span>\n<span class=\"pl-s\">  args: ['push', '<span class=\"pl-smi\">$IMAGE</span>']</span>\n<span class=\"pl-s\"><span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">&gt;</span> /tmp/cloudbuild.yml\n\ngcloud builds submit --config /tmp/cloudbuild.yml\n\nrm /tmp/cloudbuild.yml\n\ngcloud run deploy <span class=\"pl-smi\">$NAME</span> \\\n  --allow-unauthenticated \\\n  --platform=managed \\\n  --image <span class=\"pl-smi\">$IMAGE</span> \\\n  --port 80</pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-11-19T16:24:56-08:00", "created_utc": "2021-11-20T00:24:56+00:00", "updated": "2021-11-19T16:32:57-08:00", "updated_utc": "2021-11-20T00:32:57+00:00", "shot_hash": "328fd8809d3af0f5cdde5c937c7085bd", "slug": "using-build-args-with-cloud-run"}, {"path": "cocktails_tommys-margarita.md", "topic": "cocktails", "title": "Tommy's Margarita", "url": "https://github.com/simonw/til/blob/main/cocktails/tommys-margarita.md", "body": "A few years ago I decided to learn how to make some classic cocktails. It is a very rewarding hobby.\n\nOf all of the drinks that I have learned to make, by far the biggest crowd pleaser is the Tommy's margarita. It is surprisingly easy, and is guaranteed to delight guests. It's also a great introduction to cocktail making in general.\n\n![A tasty looking margarita in a moderately fancy cocktail glass](https://static.simonwillison.net/static/2022/tommys-margarita.jpg)\n\nThe Tommy's margarita is a San Francisco drink. It was created by [Tommy's Mexican Restaurant](https://www.tommystequila.com/), a charming family Mexican restaurant over in the Richmond district which opened in 1965. They have one of the largest tequila collections in the USA, and they will make you a margarita from any of them.\n\nThat's the first lesson of the Tommy's margarita: no tequila is too good for it, and the better the tequila the better the drink.\n\nIngredients:\n\n- Fresh limes to squeeze (about one per drink)\n- A good reposado or a\u00f1ejo tequila\n- Agave syrup\n\nThe ingredients are simple: freshly squeezed lime juice, agave syrup and a good reposado (rested) or a\u00f1ejo (aged) tequila. I've been using Partida A\u00f1ejo and it's fantastic. I've also had great results from Patron A\u00f1ejo (which is more widely available) and 1800 Reposado.\n\nFor equipment: a cocktail shaker (I like two tins, not a tin-and-a-glass), a lime squeezer, a strainer and a glass. And plenty of ice.\n\nAlso required: jiggers for measuring. Good craft cocktails require accurate measurement. Don't be tempted to eyeball.\n\nThe drink is constructed in the shaker. Always start with the cheapest ingredients - that way mistakes are less expensive.\n\nFill a shaker tin about a third of the way with ice. Any ice will do - save the fancy stuff for drinks that are presented with it (I serve my margaritas without ice). I use about five ice cubes per drink.\n\nOr for a more detailed, expert guide to shaking, consult [this guide on Serious Eats](https://www.seriouseats.com/how-to-shake-a-cocktail-like-a-pro).\n\nBut... a chilled glass makes for a better drink. Glasses will chill in the freezer surprisingly quickly - dropping some in the ice tray when you start making the drink (or a few minutes beforehand) is enough to effectively chill them.\n\nNow add the following for each drink. I usually make two at a time.\n\n* 1 floz freshly squeezed lime juice (about one lime)\n* 1/2 floz agave syrup\n* 2 floz good tequila\n\nShake vigorously, for about 15 seconds. The trick with shaking is to let the ice do the work, by ensuring the ice is traveling the entire volume of the shaker. Then strain into a chilled glass.\n\nYou could add a salt rim to the glass before serving, but I don't do that: this margarita stands on its own. I think the salt spoils the flavor.\n\nAnd that's it! Once you have the equipment together you can knock out a great drinks in just a couple of minutes.\n\n(This TIL adapted from a team-building workshop I gave at work a few years ago.)", "html": "<p>A few years ago I decided to learn how to make some classic cocktails. It is a very rewarding hobby.</p>\n<p>Of all of the drinks that I have learned to make, by far the biggest crowd pleaser is the Tommy's margarita. It is surprisingly easy, and is guaranteed to delight guests. It's also a great introduction to cocktail making in general.</p>\n<p><a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://camo.githubusercontent.com/4aa3d453749823f951a829c5d0404a6333abd32cd55b877f905c2e846f2de9eb/68747470733a2f2f7374617469632e73696d6f6e77696c6c69736f6e2e6e65742f7374617469632f323032322f746f6d6d79732d6d61726761726974612e6a7067\"><img src=\"https://camo.githubusercontent.com/4aa3d453749823f951a829c5d0404a6333abd32cd55b877f905c2e846f2de9eb/68747470733a2f2f7374617469632e73696d6f6e77696c6c69736f6e2e6e65742f7374617469632f323032322f746f6d6d79732d6d61726761726974612e6a7067\" alt=\"A tasty looking margarita in a moderately fancy cocktail glass\" data-canonical-src=\"https://static.simonwillison.net/static/2022/tommys-margarita.jpg\" style=\"max-width: 100%;\"></a></p>\n<p>The Tommy's margarita is a San Francisco drink. It was created by <a href=\"https://www.tommystequila.com/\" rel=\"nofollow\">Tommy's Mexican Restaurant</a>, a charming family Mexican restaurant over in the Richmond district which opened in 1965. They have one of the largest tequila collections in the USA, and they will make you a margarita from any of them.</p>\n<p>That's the first lesson of the Tommy's margarita: no tequila is too good for it, and the better the tequila the better the drink.</p>\n<p>Ingredients:</p>\n<ul>\n<li>Fresh limes to squeeze (about one per drink)</li>\n<li>A good reposado or a\u00f1ejo tequila</li>\n<li>Agave syrup</li>\n</ul>\n<p>The ingredients are simple: freshly squeezed lime juice, agave syrup and a good reposado (rested) or a\u00f1ejo (aged) tequila. I've been using Partida A\u00f1ejo and it's fantastic. I've also had great results from Patron A\u00f1ejo (which is more widely available) and 1800 Reposado.</p>\n<p>For equipment: a cocktail shaker (I like two tins, not a tin-and-a-glass), a lime squeezer, a strainer and a glass. And plenty of ice.</p>\n<p>Also required: jiggers for measuring. Good craft cocktails require accurate measurement. Don't be tempted to eyeball.</p>\n<p>The drink is constructed in the shaker. Always start with the cheapest ingredients - that way mistakes are less expensive.</p>\n<p>Fill a shaker tin about a third of the way with ice. Any ice will do - save the fancy stuff for drinks that are presented with it (I serve my margaritas without ice). I use about five ice cubes per drink.</p>\n<p>Or for a more detailed, expert guide to shaking, consult <a href=\"https://www.seriouseats.com/how-to-shake-a-cocktail-like-a-pro\" rel=\"nofollow\">this guide on Serious Eats</a>.</p>\n<p>But... a chilled glass makes for a better drink. Glasses will chill in the freezer surprisingly quickly - dropping some in the ice tray when you start making the drink (or a few minutes beforehand) is enough to effectively chill them.</p>\n<p>Now add the following for each drink. I usually make two at a time.</p>\n<ul>\n<li>1 floz freshly squeezed lime juice (about one lime)</li>\n<li>1/2 floz agave syrup</li>\n<li>2 floz good tequila</li>\n</ul>\n<p>Shake vigorously, for about 15 seconds. The trick with shaking is to let the ice do the work, by ensuring the ice is traveling the entire volume of the shaker. Then strain into a chilled glass.</p>\n<p>You could add a salt rim to the glass before serving, but I don't do that: this margarita stands on its own. I think the salt spoils the flavor.</p>\n<p>And that's it! Once you have the equipment together you can knock out a great drinks in just a couple of minutes.</p>\n<p>(This TIL adapted from a team-building workshop I gave at work a few years ago.)</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-10-02T12:03:37-07:00", "created_utc": "2022-10-02T19:03:37+00:00", "updated": "2022-10-02T13:29:00-07:00", "updated_utc": "2022-10-02T20:29:00+00:00", "shot_hash": "990ce33b65e40356be0035f185b3484c", "slug": "tommys-margarita"}, {"path": "cocktails_whisky-sour.md", "topic": "cocktails", "title": "Whisky sour", "url": "https://github.com/simonw/til/blob/main/cocktails/whisky-sour.md", "body": "I picked up the recipe for this one from [this video](https://www.tiktok.com/t/ZTRaxyxQP/) by [@notjustabartender](https://www.tiktok.com/@notjustabartender) on TikTok.\n\n![A tasty looking whisky sour](https://static.simonwillison.net/static/2022/whisky-sour.jpg)\n\n## Ingredients per drink\n\n- 1 egg white\n- 1/2 oz rich Demerara syrup (see below - needs Demerara sugar, water and a bit of vodka)\n- .75oz lemon juice\n- 1.5oz rye (I used Rittenhouse)\n- Angostura bitters\n\nI made two drinks in one go, so I doubled these.\n\nI tried this recipe once with a fancy scotch but it wasn't nearly as nice as the one made with rye.\n## Equipment\n\n- Jiggers\n- Cocktail shaker (I use two metal shaker cups that fit together)\n- Hand juicer\n- Strainer\n- 2 double glasses\n- Small saucepan and scales bottle if making Demerara syrup\n\n## Rich Demerara syrup\n\nThe syrup is a 2/1 ratio of sugar to water - so start with the saucepan on the scales and measure in around 20 units of Demerara sugar, then add 10 units of water.\n\nHeat and stir to dissolve together, without boiling too much. Stir in a tiny splash of vodka. Empty into the glass bottle with the funnel and leave to cool.\n\n## Making two whisky sours\n\n1. Put the two glasses in the ice box in the freezer to chill\n2. Separate two egg whites. Put the egg whites in the shaker\n3. Add 1.5 floz freshly squeezed lemon juice\n4. Add 1 floz rich Demerara syrup\n5. Add 3 floz rye\n6. Dry shake vigorously in the shaker. Dry shaking means shaking without ice. I went about 15 seconds. The result should be a foamy egg white mix.\n7. Now add ice - I added 6 cubes. Shake vigorously again - I did another 15s.\n8. Strain into the chilled glasses, each containing another four ice cubes (or a big square ice cube if you have them)\n9. Add a couple of drops of angostura bitters on the top", "html": "<p>I picked up the recipe for this one from <a href=\"https://www.tiktok.com/t/ZTRaxyxQP/\" rel=\"nofollow\">this video</a> by <a href=\"https://www.tiktok.com/@notjustabartender\" rel=\"nofollow\">@notjustabartender</a> on TikTok.</p>\n<p><a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://camo.githubusercontent.com/23b3b498a074e949733cc11ff8d2a91ae8cd96ae60fa2aca603d02caf3ec77ed/68747470733a2f2f7374617469632e73696d6f6e77696c6c69736f6e2e6e65742f7374617469632f323032322f776869736b792d736f75722e6a7067\"><img src=\"https://camo.githubusercontent.com/23b3b498a074e949733cc11ff8d2a91ae8cd96ae60fa2aca603d02caf3ec77ed/68747470733a2f2f7374617469632e73696d6f6e77696c6c69736f6e2e6e65742f7374617469632f323032322f776869736b792d736f75722e6a7067\" alt=\"A tasty looking whisky sour\" data-canonical-src=\"https://static.simonwillison.net/static/2022/whisky-sour.jpg\" style=\"max-width: 100%;\"></a></p>\n<h2><a id=\"user-content-ingredients-per-drink\" class=\"anchor\" aria-hidden=\"true\" href=\"#ingredients-per-drink\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Ingredients per drink</h2>\n<ul>\n<li>1 egg white</li>\n<li>1/2 oz rich Demerara syrup (see below - needs Demerara sugar, water and a bit of vodka)</li>\n<li>.75oz lemon juice</li>\n<li>1.5oz rye (I used Rittenhouse)</li>\n<li>Angostura bitters</li>\n</ul>\n<p>I made two drinks in one go, so I doubled these.</p>\n<p>I tried this recipe once with a fancy scotch but it wasn't nearly as nice as the one made with rye.</p>\n<h2><a id=\"user-content-equipment\" class=\"anchor\" aria-hidden=\"true\" href=\"#equipment\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Equipment</h2>\n<ul>\n<li>Jiggers</li>\n<li>Cocktail shaker (I use two metal shaker cups that fit together)</li>\n<li>Hand juicer</li>\n<li>Strainer</li>\n<li>2 double glasses</li>\n<li>Small saucepan and scales bottle if making Demerara syrup</li>\n</ul>\n<h2><a id=\"user-content-rich-demerara-syrup\" class=\"anchor\" aria-hidden=\"true\" href=\"#rich-demerara-syrup\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Rich Demerara syrup</h2>\n<p>The syrup is a 2/1 ratio of sugar to water - so start with the saucepan on the scales and measure in around 20 units of Demerara sugar, then add 10 units of water.</p>\n<p>Heat and stir to dissolve together, without boiling too much. Stir in a tiny splash of vodka. Empty into the glass bottle with the funnel and leave to cool.</p>\n<h2><a id=\"user-content-making-two-whisky-sours\" class=\"anchor\" aria-hidden=\"true\" href=\"#making-two-whisky-sours\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Making two whisky sours</h2>\n<ol>\n<li>Put the two glasses in the ice box in the freezer to chill</li>\n<li>Separate two egg whites. Put the egg whites in the shaker</li>\n<li>Add 1.5 floz freshly squeezed lemon juice</li>\n<li>Add 1 floz rich Demerara syrup</li>\n<li>Add 3 floz rye</li>\n<li>Dry shake vigorously in the shaker. Dry shaking means shaking without ice. I went about 15 seconds. The result should be a foamy egg white mix.</li>\n<li>Now add ice - I added 6 cubes. Shake vigorously again - I did another 15s.</li>\n<li>Strain into the chilled glasses, each containing another four ice cubes (or a big square ice cube if you have them)</li>\n<li>Add a couple of drops of angostura bitters on the top</li>\n</ol>\n", "shot": {"$base64": true, "encoded": 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IiLyGAQgREREREXkNAxAiIiIiIvIaBiBEREREROQ1DECIiIiIiMhrGIAQEREREZHXMAAhIiIiIiKvYQBCRERERERewwCEiIiIiIi8hgEIERERERF5DQMQIiIiIiLyGgYgRERERETkNQxAiIiIiIjIaxiAEBERERGR1zAAISIiIiIir7njA5AVK1YgOjoaGo1G+Xfx4kWn1p0yZQoiIyPRq1cvZGZmOr3Nixcvonnz5qptLl682N1dICIiIiK6Y5R6ADJhwgT4+/urCusajQZRUVH4+eefnU5n4cKFiIqKUtYPCAjAK6+8gocffhjfffedy/m6desW3nvvPWRkZGDjxo348ccfnV43NjYWe/fudXmbRERERER3ulIPQD755BMkJSVBo9Eo03r06IHU1FQMHDjQYvnZs2fj3nvvxfHjx1XTR44cidTUVCQkJECj0eDUqVOYNm2a2/mKjIxEbGwsAECj0aB58+Zup0VERERERAalHoAAQIMGDXD33Xcrn7ds2YLk5GSL5fLz8/HOO+9gy5YtmDVrlsV8nU6HNWvWoFOnTqhTp06x8hQQEICdO3di+vTp2LJlCzp16lSs9IiIiIiIyEcCEAAYMWKE8rder8fChQstllmyZAlu3LgBAFi0aBHS0tJU87du3YqbN29i8ODBdrdlWttiT82aNfHiiy+ie/fuTi1PRERERET2+UwA8uijjyI8PFz5vHDhQoiIahnTWo/s7GzMmzdPNX/58uXQaDQYNGiQ3W3pdDp8+eWX6N69OyIiIlCtWjWMGzcOeXl5AIDz58+jUqVKNjuR5+Tk4N1330WzZs0QFhaG8uXLo379+ujfv79T+zp79mwEBwdDo9EgMDAQ48ePh06ns9hmYGAgXn/9dQBAeno6YmNjlf4t1mqATF24cAFjxoxB3bp1ERwcjOjoaDRv3hxvvvmmarm0tDS8/vrryr6EhYWhadOmeOWVV5CamqosN3HiRFVfnQYNGijzHn30UVW+R44cqczr2LGjat5dd90FwNDHZsKECYiOjsawYcOcOm5EREREdAcQHzJ8+HABoPzbuHGjMm/r1q2qeQCkTp06otVqlWVq1qwpXbp0sUj3jz/+UK3XqlUrGTlypNx7772q6f/+97+VdXJyclTzvv32W2Vev379BIBMmzZNkpOT5e+//5bhw4dLeHi4skxubq7N9fPz86Vnz55St25dSU5OVqbfunVLwsLClHXeeOMN1X7k5uZKZGSkKp/WXL9+XWrXri2hoaGyatUquXjxoqxevVo6deokDzzwgLJcWlqaNGnSRABIhQoVZM2aNbJixQoJDw8XANKkSRNJT09Xlp80aZKSt/r166u22aVLF2XeiBEjVPM++OADZV6DBg1k3759Ehsbq0xLSEiwuz9EREREdOfwmRoQQN0MCwDmz5+v/D1r1ixERETg2WefVaadO3cOv/76KwBgz549SE5Odtj8CgBWrlyJBQsWYNOmTejRo4cyfc2aNcrftpppHTx4EKtWrQIAJCQkIDY2Fu3bt8fcuXMRERHhcNt6vR4JCQk4fvw41q9fr3R0B4CKFSsiISFB+fzVV1+hoKBA+bx8+XJkZWVhzJgxdrexZMkSnD9/HjExMbj//vsRExODvn37Yvr06arl3nvvPaUz/+OPP44+ffrgoYcewtChQwEAx48fx3//+1+Hx8TRvNDQUOXvy5cvo2fPnmjYsCGmTZuG++67z+6+EBEREdGdxacCkB49eqB27drK559++gkZGRlITk7GL7/8gpEjR+K1115DQECAsswnn3wCAPj555+dan5lzrRz+aVLlxwub/p7IIMGDcK6deug1WoRHByM8+fPO1z/2WefxerVq7F+/XrUq1fPYv5zzz2n/H316lXV8L/z589H//79VUGLvTyeOnUKw4cPx4EDBwAAXbp0wfLly5Xlli1bpvzdrFkz5e8WLVoof7sy/LAzCgoKsGnTJmzcuBGTJk3Ce++9hwoVKnh0G0RERETku3wqANFoNBg+fLjyOTc3F0uWLMGcOXOg0+kwbtw4xMbGqobn3bJlCxITE7F8+XJ06dIFMTExLm0zKChI+VvM+pxY06pVK6XAvGvXLvTp0wdVq1bF+PHjLTrFm5s8eTK+/PJLZGdnIyUlxeoyLVq0QM+ePZXPxr4eFy5cwMaNG1U1QLaYjij27bffok2bNmjQoAE+/PBDZXpBQQHOnj2rfI6MjFT+rlixovL3mTNnlL4xnuDv7482bdoon++66y58+umnHkufiIiIiHybTwUggGUzrC+//BLz5s3Dfffdh0aNGgEw/Hihqeeeew7Hjx93qvlVcUVERODbb79FuXLllGkpKSn49NNP0bJlS5u/sv7ll19i6tSpAAyBzjPPPAOtVmt1WdP92717N3bt2oVvvvkG9erVQ+/evR3msXv37vj3v/+tahZ1+vRpTJo0Cb169YJOp0NOTo5qHdNapcDAQNW8rKwsh9skIiIiInKGzwUg9evXR7du3ZTP+/fvx61btzB+/HhlWpcuXdCuXTvl87Zt26DRaBAfH++VPD744INISkrCW2+9hcaNGyvTr1+/btHPwig5ORlLlixBWFgYAODQoUOYOXOmzfRNm2d98sknWLhwIcaOHev0EMJvv/029u7di2eeeQaVK1dWpm/btg2///47wsPDVWkVFhZa/RuAU31biIiIiIic4XMBCADVMK4A0KhRI4vOyua1IF27dnW5+ZU7Ll68iI0bN6JGjRp48803cfz4cWzatAmVKlUCAItfaDd69913MXToUEyaNEmZ9tZbb1n9wUU/Pz+MGzdO+fz999/j8uXLFsfFll27duHEiRNo27YtPvvsM1y+fBmfffaZEnAcP34cgYGBqiDHtEnY9evXlb/r16+P4OBgAOqO5nq93qm8EBERERGZ8skAZPDgwUpNAQCMGzfO4s3/4MGDUa1aNdVnbzh16hReeukl1bR7771XCZBq1qxpd/1JkyYpy2RnZ6s6nZsaNWqUqpnX4MGDER0d7VQeV69ejc8//1z5HBAQgGeeeUYJ0IzbN+2wf/jwYeVvY6d182VMj/eVK1eQnZ3tVH6IiIiIiIx8MgCJiIjAI488ovxt7c1/UFAQnnnmGQCGGgNPN78y75Bu+jkxMRFPP/009u3bh2vXrmHVqlVYuXIlQkNDlaZittYPDQ1VDW37yy+/4LfffrPYfmRkpKo/jHFfnTV37lxMmzYNJ0+exOXLlzFz5kxcvHgRDRs2VI7ta6+9pjQhW7p0KdavX4+VK1cqI2U1a9ZM+SFEwDBKmb+/PwAgLy8PCQkJWLJkCf773/8iKSnJ6rEiIiIiIlIpxd8gsWvdunUCQMaPH29zmWvXrklwcLB0797d5jKrVq2ScuXKqX4UsHLlynLlyhWZO3euBAYGqubVr19fDh06JBUrVlRNDwwMlPfff18uXLggI0aMkBYtWki5cuXE399fqlWrJoMHD5bExEQREcnMzJQqVaqo1g8ODpaFCxeKiEh8fLxqnp+fn0ydOtUi78ePHxeNRiNt2rRx6dht3rxZHnnkEalXr54EBwdLYGCg1K9fX5577jm5fv26atmUlBSZNGmSNGrUSIKDgyU0NFSaNWsmkydPlrS0NIu0v/vuO2nSpIkEBASIv7+/tGjRQmbMmCH9+/dX9kej0cjTTz8tIiL333+/xTGuUKGCjB071qV9IiIiIqI7g0aEr6t9VW5uLqpXr44PP/zQ4Y8PEhERERGVBT7ZBIsMFixYAH9/f9WvoxMRERERlWUMQHzIgAEDlA7gWVlZeO+99zBhwgRVh3wiIiIiorKMTbB8yIABAxAQEIChQ4fi448/RkpKCvbv34+QkJDSzhoRERERkUewBsSHVK1aFStWrMCwYcNQoUIFbN26lcEHEREREd1RWANCRERERERewxoQIiIiIiLyGgYgRERERETkNQxAiIiIiIjIaxiAEBERERGR1zAAISIiIiIir2EAQkREREREXsMAhIiIiIiIvIYBCBEREREReQ0DECIiIiIi8hoGIERERERE5DUMQIiIiIiIyGsYgBARERERkdcwACEiIiIiIq9hAEJERERERF7DAISIiIiIiLyGAQgREREREXkNAxAiIiIiIvIaBiBEREREROQ1DECIiIiIiMhrGIAQEREREZHXMAAhIiIiIiKvYQBCRERERERewwCEiIiIiIi8hgEIERERERF5DQMQIiIiIiLyGgYgRERERETkNQxAiIiIiIjIa3wiAJkyZQpCQkKKlcbhw4eh0Wiwfft2p5YfNGgQevfuXaxtWrNs2TJoNBrcvHnT42m7atiwYejWrVtpZ8Nprp7D4pg2bRoqV66MihUrlvi2YmNjMWXKFLvLVKpUCe+++26J56Uk6HQ6DB48GOXKlcPAgQNLOztWxcamYcqUXLvLVKqUhnffzSuxPDhK/+ZNgUaTimXLCkssD4D3vme7d+swYkQ2atdOR3BwKiIjU9G2bQbefDMXqalSots29emn+QgISPXa9mwZNCgLvXtnlnY2PKJFiwyMG5dT2tlwyrx586DRaOz+Gzp0qEWZwN49ediwYQ7T/OKLL+zmy5vPOyJfFFDaGfCUmJgYfP7552jQoEFpZ6XUPProo3jggQcwcuTI0s6KW7x1DgsKCjBlyhSMHDkS48eP93j67pyH6dOno2XLlh7Pizds3boVS5cuxRdffIE+ffqUdnYAAFWqpOHvv8ujTh3n37FMnx6Gli39SyxPJZ2+r8jLA8aMycbGjYUYPz4Er7wSgthYP+TlAfv3a/HFF/lo3jwdf/wRgdatPX885szJx+7dWixcGA4A6NEjAJ99Flai2/AF7lzz/wT9+vXDunXrlM8zZszAvn37sHjxYmVatWrVcOXKFeTn5zuV5muvvaa6v48YMQItWrTAxIkTlWlNmzb1QO6J7lx3TAASFRWFsWPHlnY2StXevXvxwAMPlHY23Oatc5iZmQmtVou+ffuiVatWHk/fnfMwYsQIj+fDW1JSUgAA8fHxqFSpUinnBrhwQY8bN1x/wz5iRFAJ5MZ76fsCrRbo0ycTlSppcPJkBYSZlPvLlwf69g1E376BmDEjD/37Z+HIkUhERHg2D3v3alWfmzf3R/Pmng10zLdR2ty95v8JatSogRo1aiifv//+exw9etSiBUSLFi2cTrN58+Zo3ry58jk0NBTVq1cvkVYVRHeqMvOqJDIyEtOmTcOTTz6JKlWqICwsDAMGDFCaOlmrzvzmm2/QvHlzhIaGolmzZliwYIHN9K9evYratWsjISEBIoYb+ffff4/27dujXLlyqFatGl544QXk5hY149BqtRg3bhyioqJQvnx5PP7440hPT7e7Hx999BHKlSunmnbx4kVoNBr8/vvvAICPP/4Y0dHRWLt2LZo3b45y5cqhbt26WLRokc10NRoNzp49iyeffBIVKlRQpgcEBGD58uVo3LgxgoOD0bJlS+zZs0e1rqP9NDdnzhxUrVoVv/76K6pWraq89blx4waGDx+OWrVqISwsDJ06dcLmzZtV6165cgWPPfYYKlSogOjoaAwePBgXL14EYHkOH374YcTHx+Ojjz5CrVq1EBoainbt2hUr/+vXr1cKyY8++qjS9C8/Px8TJ05EzZo1ERQUhNq1a2Py5MnQaosKGpUrV8bMmTPRr18/hISEWD3Xts6Dv78//vOf/6BatWoICQlBv379cP36dWW+aXV/YWEhXn75ZdSqVQshISGoWbMmXnzxRRQUFNg8J87kv2rVqpg1axZefvllxMbGIjIyEv3798fVq1eVZZw5h6amTJmCQYMGKcfnvvvus3l9OMrjsWPHoNFosHbtWvTq1QuRkZGoVasW/ve//+Hvv/9Ghw4dUL58ebRp0wa7d++2mp/Nm7WoXdtwXurWTceAAVkm5wD4z3/yUK1aGkJCUtGvXxauXy8qtJk2kSosBF5+ORe1aqUjJCQVNWum4cUXc2DrFHTtmon77rNsXtNa5SnfAAAgAElEQVSvXxa6dMm0SB8AvvwyH7VqpSM0NBVdu2biyBGdxfr79unQt28mKlVKQ/nyqRg4MAvnz+tVy3z9dT6aNTM0c4qOTkNCQjauXXNcGL127Rr69++P8PBwVKpUCZMmTYJer8eGDRug0Wiwc+dO1fIHDhyARqPBmjVrbKb5n//kws8PWLasHPz9gVdfzUW1ammIiEjFk09mY/XqQpQrl4oJE0LQqJEfvv666I3zkCHZGDw4CwsWFKBx43RERKQiLi4Du3apC/v29vfeezOxYEEBvvmmABpNKhITdRZNsMqVS8VHH6mbwo0enY127TKUz9u2aXH33ZmoUMGQ927dMrF1q9bmNnQ64N//zkWDBobzGRubhv/7vxxkZ6uPj0YDzJ9fgLp1DddV+/YZ2Lev6Lw7k07lymmYOTMf/fplISQkFStXFlq95m/cEAwfno1atdIRFpaKTp0ysHlz0bE8dkwPjSYVmzZpMWBAFipVSkPVqmkYPz4HOpNLcccOLdq0yUBwcCoaN07HTz9ZNhF0dJ3OmZOPqlXT8OuvhahaNQ0TJ9p+vnz99ddo1qwZgoODER0djYSEBFy7dk2Z78x9zB2OmmVv2bIFwcHBmDt3rlPpOXNPNjd16lRERERg7969LuefqMwRHzB58mQJDg62u0x0dLRUrFhRFi5cKDqdTo4fPy41a9aUhIQEERE5dOiQAJBt27aJiMiyZcvE399fPvjgA9mzZ4/MmDFDNBqNLF26VERE4uPjpVevXiIikpOTIx06dJAePXpIfn6+iIj88ssvAkBeffVVOXnypKxatUpiY2Nl2LBhSp7eeecdCQoKkvnz58vJkyfls88+k1q1agkAuXHjhtX9+PDDDyU8PFw1LTk5WQDIb7/9JiIis2fPFn9/f+nTp49cvnxZ8vLy5I033hA/Pz85fvy41XQvXrwoAGT27Nly69YtERFJSEiQunXrSp8+fWTbtm2ybds2adWqlTRt2lRZz5n9NDd37lwJCwuTXr16yapVq+TMmTOi0+kkLi5OGjRoIBs2bJCjR4/KuHHjJCQkRA4dOiQiIoWFhdKmTRtp3769bNiwQbZu3Srt2rWTli1bik6nsziH8fHxUqFCBRk7dqzk5uZKamqq9O3bV2rVqiU6nc6t/BcUFEhSUpIAkPnz58vNmzdFRGTUqFFSsWJF+f777+XUqVOyePFiiYiIkBdeeEFZt0aNGtK0aVOZNGmS7Ny5UwoLC506DzExMdK4cWMZN26c7NmzR3766SeJjIyUsWPHKutFR0fLO++8IyKG66pKlSqyZs0aOX36tKxcuVJq1Kghr732ms1z4kz+Y2JiJCYmRubPny+FhYWSnJws1atXl2eeeUZExKlzaC47O1vmz58vACQpKUnS09OtXh/O5PHkyZMCQDp06CDHjh0TrVYrjz/+uEREREifPn3k0qVLkpeXJz179pSOHTvaOL8iP/yQL0CK7NunlYwM476nSuPGaTJuXLbs2aOVn34qkMjIVBk7NtvkHKTKO+/k3j4HuVKlSqqsWVMop0/rZOXKAqlRI1Veey3H6nZnzcqTwMAUSUvTK9PS0vQSFJQis2blWaS/dWuhACny4os5kpSkk1WrCiQuLl2AFFm6tEBERC5c0En58ily//2ZcvCgVnbv1srdd2dIgwZpkmdIUhYtyheNJkWmTs2VpCSdbN5cKE2apElcXLro9WKV8XvWqFEjmT17tuzbt0/ee+89ASBz5swRvV4v9erVU12fIiJTpkyRmJgY5btnLj1dL+HhKXLihGH+0KFZ0rhxmuzbp5Vr1/QycWKOxMamyr33Gk7KggX5ct99mcr6CQlZUr16qvzrX9mSlSWSkyPSp0+GNG2apizjaH/T0vQSF5cuQ4dmyY0betFqRWbPzhN//xQljfDwFPnww1xV3p96Kkvi4tJFRCQrS6R8+RT517+y5ehRnRw5opVnnsmWsLAUSUnRW93Ghx/mSlBQinz/fb6cOKGTtWsLJSYmVSZMKLq+4uMzJSYmVXr1ypCtWwtly5ZCadEiXWJjU+X2Y8epdGrUSJWmTdNk0qQc2bmzUHJyLK95nU4kLi5dGjRIkw0bCuXoUZ2MG5ctISEpcuiQVkRETp7UCZAirVuny86dhnvZ+vWG6/KHHwwZSkvTS8WKqdKzZ4YcOGC4Bnv1ypCKFVPl//4v2+nrdO7cPAkLS5FevTJk1aoCOXPG+jW0aNEi0Wg0MnXqVElKSpLNmzdLkyZNJC4uTvS3L2hH9zFHnnrqKaldu7bFdNMygYj6nnzixAmpWLGiTJ482Wqa9evXlxEjRqimObrfmT/vli5dKoGBgbJq1Sqn9oOorCtTAYjpzUFE5L333pOQkBDJysqy+DJ36dJF4uPjVctPmjRJZs6cKSJFNxu9Xi/x8fHSokULSUsretB16tRJ7rnnHtX6ixcvFo1GI8nJySIi0rBhQ3n00UdVy4wZM8YjAYjpvoiI5OfnS7ly5eSNN96wmm5ubq4AkAULFijTEhISJDQ0VClki4jMmzdPAEh6errT+2nuq6++UuVXRGT16tUCQDZt2qRM0+l00rhxYxk9erSIiKxdu1YAqAqz+/fvl0GDBklycrLVAKRcuXKSm1tUWNixY4cAkA0bNrid/xuGtgpKMHrz5k0JCAiQjz/+WLXc5MmTJTw8XAlKY2JiJC4uzmqaRtbOQ0xMjHTo0EG13LBhw6Rt27bKZ9OH3eDBgy2u9WPHjklSUpLVbbqS/969e6uWGTVqlLRv315EnDuH1ixdulR1zVu7PpzJozEAmT59ujJ/xYoVqnMlIjJnzhwJCQmxmZ8//igQIEXOni0q5MTEpEqHDumq5YYNy5K2bYummQYIgwdnSa9eGarljx3TSVKS9YLT5ct68fNLke++y1emffNNvvj7p8jVq3qL9MeMyZZq1VJFqy1K47vv8lUByKuv5khkZKqkphZFEhcu6MTPL0UWLzZsp02bdHn44aJCvIjIunWGQuT27ZYBskhRwWfixImq6Z07d5YuXbqIiMi7774rUVFRyrUjItK0aVO7QfD8+fnSrZvhmP31l1b8/VPk5Mmi46XXGwr2r75qCOK2by+U5s2Ljn9CQpaUL58iOSYx3qJFhmOSfbv87cz+duyYLiNGZCnzXQ1Ajh41FMy3bSs6foWFIps3Fyr5MN/GlSt6OXhQq0rzxRdzVMFTfHymBAUZghijNWsMeV+7ttDpdGJiUpW8Gplf86tXGz5v2lS0DzqdSOPGaTJ6tGEnjAHIu++qj0W9emkycaLhJBivySNHivJ08aJeNJoUJQBx5jr96qs8AVLkt98KxJ42bdrIww8/rJq2bt06ASDbt2+/vf/272OOuBqA3Lx5Uxo2bCjDhw+3maZ5AOLM/c70ebdr1y4JDQ2Vr7/+2ql9ILoTlJkmWABw1113qT43b94ceXl5uHTpksWye/fuRfv27VXTpk2bhgkTJqimvfrqq9ixYwf++OMPREZGAgD0ej327Nlj0aH23nvvhYjgwIEDKCgowKlTp9ChQwfVMh07dnR7/8yZ7m9QUBAaNGiAU6dOuZRG48aNER0drXyuUqUKAEM/CGf2057OnTsrf//1118IDg7GPffco0zz8/ND9+7dkZiYCADYs2cPQkJCVG1t27Rpg6VLlyI2NtbqNpo2baoaIc3Y7vbUqVPFzr/RgQMHoNVq0alTJ9X0du3aITs7GydPnrS6z67o0qWL6nOVKlWQmWl9RJz+/ftjw4YNGDp0KJYtW4bU1FQ0adIEjRo1Knb+zfu8REVFITXV0DzFmXPoCtNj5UoeGzdurPxdvnx5AECTJk1U0/Ly8pzuMGrUpYu6y1uVKn7IzLTeVKl//0Bs2KDF0KHZWLasEKmpgiZN/NCokfVbZvXqGtx9dwCWLy9qo/XTTwXo1SsAVatqLJY/elSHuLgA+Jt0TejYUZ2/v/7SokMHf1SoULR+zZp+qFfPD4mJOhQWAgcP6tCpk3q9du0MiSYmWjbpMtW9e3fV586dO+P48eMAgCeffBIZGRlYuXIlAODIkSM4duyY3YEV9u7V4t57DXmZPz8fPXoEoEED9fHS66HkNzsbqv0HgAYN/BEaWvQ5Ksqw76mpUuz9dVajRn5o3NgPCQnZeP/9POzbp4O/P3DPPQGqPi2mKlXS4I8/CtGpUwZq1kxDtWpp+PLLPKSkqK+vFi38lX0CgM6dDfty/LjOpXSM69ny1186BAcb8mzk5wd07x6IxER1E6BWrdQnISpKo4xSdvSoDuHhQLNmRcvExGgQE1O0D46uU2fzXVhYiIMHD1q9RwBQ3YPs3cc8qaCgAAMHDkRsbCzmzZvn9Hqu3O/Onz+Phx9+GC+99BJGjRrlsbwT+boyFYCY950IDzeMQJKWlqaanpOTg/z8fGW+LX///TemT5+OjIwM5OQUDSmYk5MDrVaLN998EyEhIcq/+vXrAzD0Y8jOzoaIINT0aWklj+7SaDQIM3vahYeHW+yrI+bHQKMxPCRExKn9tMcYsAFARkYG8vPzERoaqkprwYIFSjqpqakOz4k5e+e8uPk3zTtQVNg1irjdO9Y0UDDdZ1dYOw8i1gu/w4YNw4oVK5CamoonnngCVapUwaBBg1R9RtzNv/n1CkDJhzPn0BXm14ezeQwODrZIy9ow3baOny3h4epAQKMBbCUxbFgQVqwoh9RUPZ54IgtVqqRh0CB1nxFzQ4YE4Y8/CpGXB2RmAmvXFuLxxy33BQAyMwXmp6JcOXX+MjIEGzZoERKSqvp3+rQeV67okZ0t0OuB8uXV60VEaJRt2GN+LYeHhyP7dmeDGjVq4P7771f6nS1btgxdunSxGQQDwKVLesTGGh4pp07pVIVWAPjzTy2ysoAOHQyF0NOndWjYUP0ICg21DNYAw7ku7v46y98f2LatPAYPDsJXX+UjLi4Ddeqk49tvbffBGj8+B++8k4tx40KwdWt5JCZGYswYy3MfGanOu/G2kJ0txUrHXEaGID8fCA1VXzsLFuTjyhV1HyJrx9z43TJcp5bzTa9VR9eps/nOzs6GXq8v9n3Mkz755BNs374dN27cgE7nfIDryv3u2WefxY0bN9y6xxKVZWVqFCzzN8bGL3lUVJTqbWhYWBjCwsKU+baEhIRg06ZNGDt2LBISErBz504EBgYiLCwMgYGBmDBhAp566imL9apWraoEB+YdkR0FCMYAwJS1DtOGB262quCakZGB2rVr203fFc7sp7MiIyMREhKC/fv3W8zzv/2as3LlysjMzISIWD0O1tg7557Kv7EgZn69GD+7G3QUx0MPPYSHHnoI2dnZWLlyJZ5//nmMHj0av/76q8Wynsq/M+fQXb54jB156KFAPPRQILKzgZUrC/D88zkYPTobv/5q/SVDfHwQxo3Lwdq1hcjJMRSGHnkk0Oqy4eEapKerC0xpaerPkZEadOsWgC+/tAzaIyI0CA/XwN/fUAA0ZfzsqJCabdZDOisrSxXwjx49GkOGDEFmZiaWLVuG5557zm56er0hqDPun3lf2/fey0NUlAbVqxsWWrKkAOPGWQ/QrCnu/hpZu/WY34IrV9bgww9D8eGHoTh6VIfp0/MwfHg2mjXzR1yc+rug0xlqfKZMCcWwYUUjnZmfX6Ao0DDKyjJ8LldO41I6jkRGahASAuzfb/m9cuWrHB6usTjegPpadXSdOr+tcPj7+/vUPaJZs2b4/PPPcc899+DVV1/FzJkznVrPmfudMaBJSEhA7969ER8fjwcffBADBgzw4B4Q+a4yVQOyZcsW1ec9e/YgPDwcNWvWtFi2bdu2Fss///zzqiZYrVq1QlxcHBYvXowjR47grbfeAmBodhIXF4dz586hSZMmyr969eohKCgIUVFRCA4ORp06dSyappiON25N+fLlkZOTg8LCopFEbDUVMs1/VlYWkpKSVE1RrHHlLZAz++msDh06IC8vDzqdTpVWaGio0ryqbdu2KCgowK5du5T1jh49inbt2uHIkSNW0z18+LAyzCsAZQSsJk2aeCz/rVu3RkBAAHbs2KGa/ueffyIyMhINGzZ0+jgYFedt3IoVK3Du3DkAhofy4MGDMWbMGBw6dMjq8p7KvzPn0F0lcYwdKc4L0RUrCnHunOHtbXg4MHhwEMaMCcahQ7bfglaurEHPngFYubIQv/xSiAceCLR4W2/UuLEfDh7UQW/ygnjdOvXoQh06BODkSR3q1/dDkyZF//z8DE2+AgOB1q39sWOHuqT/55+Gz+3b23+/ZP4DaLt371YNLfrAAw+gYsWKeP/993H69GkMGTLEbnr16vnh2DHD8enVKxDLlxfgxAk9kpP1GDMmB5Ura6DVCm7dEkydmoebN/WIj3d+aGJX9tfeuS9fXmMR7B08WHRez57VY8WKonPRrJk/vvgiHP7+wOHDRcsZt6HTGYYfjo4uOteZmcCvvxZa5OPwYZ0qoNi925Be8+b+LqVji3G5Dh38kZcH6HSiunZCQ6HUUjmjcWN/FBQYmmIZHTqkw9WrRRlydJ06KzAwEK1bt7Z6jwBg0aTaGx544AG0adMGs2fPxqxZs7B27Vqn1nPlfvf4449j4MCBePLJJzFmzBjWhNA/RpkKQC5fvoy33noLZ86cwcqVK/HZZ59h6NChVptnvPDCC1i7di3efPNN7NmzB7Nnz8ann35q0SYTMLQ5/+CDDzBt2jTloTxx4kT8/PPPeP/993HixAkkJibiiSeeQNeuXZW38o899hhWrFiBr776CocPH8b06dOtvj02FRcXBxHB/PnzAQBJSUmYM2eOxXIBAQF4//33sX37dpw4cQLPPvssAMPbEmtCQkIQGhqKLVu2IDExURXg2OPMfjqjd+/eaNu2LYYNG4YtW7bg3LlzWLJkCdq2bavsX69evdCyZUuMHj0aa9euxfbt2/H0008jNzdX1e7fVFRUFJ566ikcPXoUe/fuxaRJk9CwYUPlF949kf+KFSti1KhR+O9//4sVK1bgwoULWLRoEebMmYPnn38eAQHOVxS6ex5MzZw5E0OGDMHWrVtx9uxZbN68GT/++KOqb0ZJ5N+Zc+guTx5jR6KiDLe1lSsLVQUnV8ycmYchQ7KwdasWZ8/qsXmzFj/+WKBqU2/NkCFBWLOmEGvW2G5+BQCPPRaMa9cEL76Yg0OHdPj550J88426T8vYscHIyhKMHJmNxEQdTp7U491389C8eTr+/ttQ6H755RCsXFmIGTPycP68Hps2aTFhQg7uuSdA6Rthy88//4wffvgB58+fx+eff44dO3bgiSeeUOYHBARgxIgR+OCDDzBw4ECL5iTm+vULwtKlBcjPN+S9f/8gdOqUge7dMxEX549PPw1Hs2b+iI1Nw7ZtWqxZE+HS23hn9zcqyg/79+uQmKjDrVuWJfe4uAD88kshbt0SFBQA//1vHm7dKooEL1zQIz4+C9On5yEpSY8TJ/R4913D8MLGPgym28jMFLRp449vvsnHmTN6HDyow4MPZqJfv0CkpAiSkvRKbVD58ho89VQ2jh7V4dAhHV5/PQd16vihW7cABAXB6XTMmV/zvXsHom1bfwwblo0tW7Q4d06PJUsK0LZtBubMybOeiBUPPhiIiAhg3Lgc7N6tw/btWjz7bI6qX5Mz16mzXn75ZaxcuRIzZszA+fPnsWnTJkyYMAH33HOP0hekNAwfPhzx8fF48skncevWLYfLu3O/++STTxAREYFRo0YpL7BGjx7tsOaRqMzyerd3K5wdBevNN9+U5557TqKjoyUsLEyGDBkiObeHTDEfQUlE5PPPP5cGDRpIcHCwNGrUSD777DNlnvmIF3q9Xvr27St16tRRRoj63//+J61atZKgoCCpXLmyPPzww3Ls2DFlnby8PBk9erSUL19eypUrJ0OGDJFly5YJALl27ZrNfZk6dapUr15dypcvL127dpX9+/cLAFmxYoWIGEbBCggIkB07dshdd90lQUFBUrduXfn999/tHqO3335bwsLCJDo6WlJTUyUhIUG6du2qWua3334TAKoRohztpznjKEfmw9Beu3ZNnnjiCYmOjpaQkBBp2rSpzJgxQ7XM+fPn5eGHH5aIiAiJioqSAQMGyLlz50TE8hzGx8dL7969Ze7cuVKnTh0JCgqSDh06yOnTp1Vpupp/81GwRAyjjL300ktSo0YNCQgIkLp168rUqVOVoR9FDKOv2BqG0ZT5ebC23ksvvST169dXPpuOgnXt2jV5/PHHpXLlyhIUFCS1atWSZ599VjVKmzl382+eD2fOoTlbo2CZXx+O8mgcBWvdunXKOps2bRIAcvLkSWXat99+KwBUo6OZ0mpF7r/fMOJQjx4Zt/c9VSZPVg+h+9JLOVK/ftExNR2l6to1vTz+eJZUrpwqQUEpUqtWmjz7bLZqmF1rUlL0EhiYIpGRqcoQpNbSFxH5+OM8qVEjVYKDU6Rz5wzZv1+rGgJVRGTPHsOwp2FhKVK+fIp06WIYxtTUvHl50qRJmgQGpkjlyqkyenS2akQic/v27RMAsnr1arn//vslNDRUKlWqJK+//rrqehER+fvvv1WjzjnStWuGPPNMts0hgEUM5yc723J6QkKWdO2qHnnst98MozklJxeNpuVof1etKpDo6FQJD0+R1asLLEbBOnlSJ926ZUh4eIrExqbKW2/lyquv5qhGRFu0KF9at05Xjnvnzhny++8FNreRmKiVuLh0CQlJkSZN0mTZsgJJTtZJvXppEhFhGJ3qoYcyZeDATPniizypVStNgoJSpGPHdNWoV86kY+1atnbNX7umlyeeyJLo6FQJCUmRpk3TZMaMouvPOArWunXq72lcXLo89VTRCF/r1xtGKwsMTJGGDQ15Mp5nI0fXqXEULCsjl1uYN2+eNGnSRAIDA6Vy5coyevRoSU1NVeY7cx+zx51heEUMI1tVr15dBg4caLGutWF4Hd3vrJVZtm3bJn5+fjJr1iwREenYsaPFiIhEdwqNSAn03CoBlSpVwvPPP48pU6aUdlZK3Keffornn3/e7g8W/RMMGjQIaWlpWL9+fWlnhegf6ZVXXsHKlStx+PBhp5a/dEnQp08Gatb0w+TJoejcOQABAYZmSseO6bB6dSHmzs3HK6+E4KmnnO//URyffJKPiRNzUFDgfJNSIiIqWWWqEzoRkT1ffpmPsWNzHC/4D5GYWB6tW7s+gEBSUhLWrVuH6dOnY/ny5XaX1emg/NK4SBT+/jsSM2bkYfTobJw+rUd4uKEvQ82afvh//y8ACxaEo2tXw6NHo/H80KnGfADAyZN6bNpUiBo1ilobl9Q2yXndugVg27aI0s4GEZUiBiBEdMf417+C8a9/eefN+p2sXbt2iIyMxMcff4z+/fvbXdbfv6jADxg67b/xRgjeeCMEeXmGUZwqVNDAyujKqvVKwv/7f5nIzBR89FHRkOYlvU0iInKszDTBIiIiIiKisq9MjYJFRERERERlGwMQIiIiIiLyGgYgRERERETkNQxAiIiIiIjIaxiAEBERERGR1zAAISIiIiIir2EAQkREREREXsMAhIiIiIiIvIYBCBEREREReQ0DECIiIiIi8hoGIERERERE5DUMQIiIiIiIyGsYgBARERERkdcwACEiIiIiIq9hAEJERERERF7DAISIiIiIiLyGAQgREREREXkNAxAiIiIiIvKagNLOQM0G7ZxaTkSUvzUajfLPfJ7pfEfpWMwDAOurubQN43xry5nvh7NExG7enU3L0X44k475Mn5+fqp0PZVXc+p0NdBoXI+freXLmfxYu/7ssXXOXeHKeub5ceUYO/tdcXc/isPda8UVptdVca5N4/rmaXjquJl/x1zh7v3B3TQd3QNKgq3nQUnkw937iK11i7OctWXt3Q/0er3b27R1jM3Xdz7vAluHzW4aUvSotnbcvXHPdeX76InngbvMn10Cnd3lnSnXWG4EsP0+W2D6qHb2WPn5+UH06uMmItBoNBZlDldYK5PZum7tfVdMCQRA0bJOXw8i0MD2sqbbt7iniqiKq9aeO6b7Zfhb4AdAoIdOp0ParYt281nSSj0AcZf5ybB1QVnjjULNnc60wKXX60ulcOqrrF1/vOaIqDSURjBIZCQAxKwg7+7z0LieXq8vdhpK/swK6WXxu2Ir37amCcQnyiRlNgAh93jqojNe8H5+fj5xIRMREdGdybT2zVgT4g7z4MVYSHe2tqOsEBFlX1U1oBDYqXTxqjIXgDhqLuKoOlaj0diOcDXKf5zibHMqV5oEeKOq1pW82juedo+lHe7UDvjaWwlXb4DOnPOS2kdH23a3WaA3eLsm01NNkOifx5dq3e09c4rTJNjz9ygNbJWGHD6ri5EVZ/ajOPta3CadJauYB89LDIFG0WdXmtq52jy0+OUYURUdnT7/Go1F7ZCtbVi0+hFRnUVnmoUaWmEZmmL5gjITgBSnTbv5SbTbjtHGrOK2Dbc2Xa/Xu1SD4Mnai+Juo7RurEXb9Uz1a0mvV1wlvV1XAqnSbMfs6+z1CyqJ41ZS14VvFpis88S9ytf6NdkLCFy5b7vSP8H0HlDca9XZdIrm2+mT6eBZbe/0m+ejNPuzudI/rzj5cjawNLxn9d5z3pXtmTLsg/19Mq0NsfYdME53JgC3nQfPM+/L4cyyVpt2W0vPdP7tfVc1LzPGSj5wqy8zAYgz0V2xt2HYkMe34U6UXlJc6SxHRFRavHHPJ8tC+p14jPnypIiYNcEpK+fbVhBpq2bEnevZ3dYq7vNOf9GiAETvC3GHoswEIMXhS18w0y+Fnx9HQaYivnSdEtGdwZlRjYrbrt6XldWOxSXlTjnHtmo+jPNMaw7sMQ6i434A7lqTJvPr0c/d1j0uXNNFAYjv1H4APhCAePqNvKdvpPYuYmerUm1FuJ5oY2pkrbOR+bJFQ7/ZSVenbo8oxvU0GuWiLakbmGvHQ/2lV++jeX2qeT8AACAASURBVFWs6T6ph+8tTpv/knioeepNnSvrutJcwxPbLqmmhCXdl8ZRXuw9EI0c9Zu6kwpK7lzL7l63vs4TfeU8wZlgpKSpt2NvmxqYDm1alvhiIV99j3J2HdUn1elS7aPm9nwrK5rXuKg3oKxclJCqjO149CyLvhE2mmIZAw0/f0MfGGOBXERvkg11vwr1gVLvh/rQCDSmQYVxX4xLmebR/Httdp803xelbGOyUUMpp6h5lbVgRKxsUwNAY1xUSv+7VeoBSGmzuMn7WFWtM4Uql9rxeyRXxVPSN2fz5C1uokRmnPmeFacfmpEv3FO8wTz4cDew9tS9wtn28b5+fpy9ruwdb2vznA3enT0f9o6x5fZs9Z2y3QfAEXv9Lkyvx5I6374YgADF7UPp6NqwsaTDQ2yeF7NCv+knG02kbF3HxkK4sbWJsUCvvIsVvSrmsVMchJ1L1QbbgZdqD+28ALQIWkxiQAFUP4Hg6N6gMf2viHuXgIcxADE94RpDVGl1HjzXH8T4hXDmjakzTL909mpC/ql4LIiKzxttlcl3/BPOb1kLQN3hbO2sr3P0Eta0XGXOtFwk0EOvF9VxKem8uvtCyjg0sOj1Sq2HaZqlWevvCWU6AHG2c7c3qvVdbT9o68K3Vf3mKG/OLiuGmXbTcZajt1zOrOfKvOIeW1e3Z75Nb3UWK+k0Svsh5KmbpS8XHjz1ACpNjvJ2pwYktu5rnjxXpXHe3Tk/Prv/Jq1bnEnfne05ai7pKd7YhvE8luQ+eSpde+fOmXuStX0sqvnQGComnKh1cKZ8Zi/ftvLnzDRn5jvKn2kTLFW+4bgc6C1lJgBx9WSbzjdGv8Zhb22vBNttHJ3Ylq3lTad7qqBubVklwrcVfKiq4tznKw8i94OM0v/ikW+6UwrRZZW7zdw8GdT6clBoytn9N3/z7Y1r3Nn+kW6nKebNY9x7qWVvG640HbTX5MseV4+FO314HDVH83XmNRXO1ISYM9Yk6PX6250g7JeRAPsvjcyvDQ1sl6vM8+QoONZoNNDpdOo8aDRF25CifTL98UTT42N/e4DGrD9PaSkzAYgrSuNL5ctvA82jX3fbf1q2j/SdfTRnOwgDGIAQERH5NmMB21FZw9rz3nagpQ5AXAkWzf8paQDw93Mv6DQPFlS1NebLOaj1sxWA+SqOA+shZeXk+3buiIiIiNStSzz2wrMYZTSb5Tw3s2YtGLEXdNnLua3gyJeVeg2Io5oDTxxIY5oOf3fD3kVkHn0aG9JpAD9oIAL4+WmUTkKqpASWQ9GZdni3tY8adUoWIzKoN2CTR5pcOaj9EJOqQPPO/HDyzYCreXK3D4p6Z8wPnPMxuSevTXfSd/eG7OhtkafSdGZecbZdmrWOxTn37q7ry7WspcHVJqrOMm2GZa8pg6eOf3HSdedacqU5iLs89eba3tNLva7ZfVtjNpy8xbNXtbDq+Wxri640z7N3Tj3SBM2JbTrL9Flqfxuqp7plsUXj2vexaJt2mrb5AcYai9vfSBQVm+wPI6s+5c41TzPPo735/v7+SsAgAuhNm+/fvqaMx8i8VGErSLCo/bDyXTVO8XPyV+JN01US0Aj7gHiL01Vs9lOxaHMqEMOFrTEEN/5+/so81Wha1gKE28GL3ZyZtXM1+/qb5MU8p5Z5t8edB6lhH23NdLjJUmO+q2WpWRmVHbyObCsLbdBLui+Is6PXOHMdefMYenfUHfsvI80LlarryuK4WdzoLWc76Nhu3Ia1wro3+jLaW9ZT58NRodtOTwePbN9ia+YRj0mZyTyotMVYVitK0/Ci2Np+uhr8q68F0zKfMVNS9ALaZD3Tv+310dGoZ5hlwDIfzuRZo+Sh9O+9/4gAxCPM3uqbdv4BzC6af0jhw/0aCN9RVvNNdz5fLZyTZxWnBtDW2+s74d5szlEAYo+3j4GntnennLs7gfG7Ziz76XQ6twYbMP7tbC2hKdV33OQX3B09K1TNs26/TDcvw5aGUg9AzG+U9g6kJ5ucWN+AnTfiItDbiFyL0xzI2SZo1o6NLxRQ7FUjKp+dfFCUVLMW568p68P3lTRPNckpab5wvZUmZ/bftBOhO2mywFH2uXJOHV0rzhYsinPNucIb9wBP3A+llN/ueqOWz1Z5oKRG4LKbliFB99Z1ocznTp7t1Rq5WtNp2jTTuL6xab+1sqxyTszmW2viaW97RqpRr8Rx7YfpPirLerUW0z6fCUB84cErLjQd8vPzs1nrYa9azdpF6MzNSkRUfVi8VeXrDsfVuKXHXqAorlwAHsyPs8eqpB5qvnquyirjsN9Gtl5UOOLr58UT+SuJPn/FVRLNXDydpqMXXu6eG283K3Ll/KuWLeZlYv48ttbm3ta2XT229prYeOqlYnHXK/532b3AwNV826rxc7SOre2aF9CtXY+m2zT+37wsZr4N06BE3YpMnX9714a1/VCVH/W2X3SYB1fmLyoM5Ul/m9vyllIPQKhISdT+EJH3Wfsu23rIEbmDtWdEznG29rq4aVhb1vC3czUejtK0+M7bmWe6PRFRXoz5Abd/B6T0X/YwACkjfOHN4J3O8PzmQ5w8y9pbKLpzFecNOe/zZVNJ9fngtWGb+Y/wuVIjYn5cbdWsGKeZ12o7sw3TPPrB9jY8xdaPEhr/Nh4j0Rs65fv5wPXkUwGIo4ezrTc+1r6Y9r64dk++qD8o61o5V8b8WvR5KKFmBdaab1nbXklw922bp0aT8UanPkM2y04fEE+kZ+/a9dYDz1PXsjM1iI7uFSXN0bYcHXNvNJ8si2zl29rxsncv81QttLtNkMx5+3zYe4sKePe74vCNtMnfGpP/wuJvyzVtpq1KQgPXRnS0V+awtYrGYkfMQhD1n6bLutik01bePLGulUenmsnbdlfuceZlHntN1B2lbXzWaSCWTe3EME2j8VOOa1GTpds1BmIYTtdwSdz+r+gBsxFSlXwY17OSB1tlOfPPGtMmXALL5lx20rAafIhAL4YmYjq91uax8pZSD0B86W2geU6c+Z564o2mszcEXyocmAZfnmKvA74neeOaK4l25CXBG804/olv8aztszNt9X39+Lhzfbjdzt9MaRwbbz+f7PUlLEtNrrzdEVpgXsi3H4ColjQ9xuYpeOoQ2zgermxDYxadmP8MhrP9CZwNKF06N2LIofVZVgr89pJy8oWYuzUe5j9vIMbgA1D/npnxvm2yokZj9gMLSvMqs3uc2QhTquvKzv3QYnRVffGGUzB9wVgUgOgBMQ+NSkepByD/dK58qcrSA4jKBl8v8BIRURkm6t/hAJx/QefJgS6UtO0kaTo0rjO1k45qZGzlx16NvLPpuMK8hkivZx8QIiIir/LUaIJEtvAa8z1Kqw0HyxhGiPJzKQBxtX9IaVwTRfvmD0AHrY6/A1KsajXj8q42g3K3Tau9qN30hmO+DXfSdIZpVGsvneI08zBtQ+hu3sRsVXfTcvdYOd8eG3C3zt00jyV1LpzZvqvzzPNk78eJfL3Gzd5bpeIcH3e428yopJuruZqmJ865u/vhzn3K1mdn1zPfvrPn0d282mv/7WwattI1bQdenPNoa93/z96btjeOo+maNwCS2iUvsVRWVffpc77N/P+fM3Om+3RVVkaEw4ushRuA+QCQImmJWixbcoaevCItiSQAgiDwPu+GQ8s8lgvePvNs42hr2cdwH9t1zn3NO35o/NAxxt82NMtpykfV89rq1Fq3lrtrW+oWgM333CSOzZgNIURJTqpr5T5jYVsMSPWcoEUeqd7TptTv1e/GGIwxSOnmA6UuaXjPCr+6puLi4nXBBRdc8PHRJoxc5vkLPgr2IUi7E0dokpBd6i9IQSHsrztWbcuuwfRtBGQfiXQbCSoIk2t/S2KEd8SFgFxwwQUXXHDBnwgXUnHBnw3HS1hgd/ZzWMVMmHomqWaQ+YFB9q3kw1rsFpexTWhajopyi6xe6yxBp8DZEZBDH+Sh5exrOoOXbkmHuH8dYoJ9rcn7kOt3Nk3XskrsXc2rcTzr1WHawffI+vKrWegumto69nGlew8cOsee+jme+3t0jPY1XZRPec+n8nffjHraVHduVVu9ay1NDffu2vlN7XuLd2VdXcfI0ti0AuzbhtfW/xZradOVus2NrSkbbSIW696/8vu68u2KIDWtINXHJli927sSIve7SyZ8DvPg2RGQXdH0y3vrRa1tYtjHF/NYfrlvgW3tafXPrR3abxI9t344BOd8D+fUtvdoy0dLbfueeG3/76I4OVZ/n3rcHhofuI/At+68tx6vbxEP8h44bt3Vcbx/TGKxhp8ahxKJc5kTd1GqvAnJ2aBYbcpnbdaKbe98Pe5kczuaT7D4vv7e65regnzs9zzPw/oBH5iAnKMAvwltZraPdB8XXHDBBRdc8Cui6o6z5uhZ+NTvgnOzSL4FtipItnh27BLYfWoUxGPlWrUPqRCcAwn5sATko75ERRaF/VnrBRdccMEFF7wdLtbDdlS12h9F5vgV0HRDalXs7jCkC/nsHDJFbUJ1z5LDXPlPP35PTkD2yXKwTznbzluXSq0NbQO6yZTXXdtsw66Wj0NjCzYx9337ty2TQ+08Jddes61tp8CmdJXNc96infukmdz3+KH1HqP819TbVv+h179H+th9381dxtR7CHyviSXb5lbwmvJfi2OkNm3De7wf1q5Sup/Cle295+q2teI168i2vmsKq7uWUX2H22JE2975184ru7yD+5S36dxd1qNDx+iu9TSPVRW3zTLWresbSq2J3i92HxcuRe2mQO6qDFlc26xLKYW1Fq31i7btInNWn7GUcq2c0nyuVeV2O5z143V7rB8HJycg741qFoNTC8LvhXUv2L7YJKRvquO19V1wwQUXXHDBBa/DtrX7vfEa4vJRUHWPKr6/Z50fxbV//e4wvwAKdnrBBRdccMEFF1xwwQXHQLHp33uRgI9K6E5uATm2m8N74hjmx33OO4Xbwya3qxd+h2311/LIrfm+Q93HxOZyX6ZV3tWt56NOAH9WnPJ57FP3R5q39in7FNq3Y9/Xezyby7yxGefeN82x/pHiQnbp26NmZLPrP9vK/9fJO21u34e774tW96NqFqpm+W2uY822Vt2oWmW32iHfsvJ8i7UGFzffLKMhmwj/1ye52jwez8cCdXICcizsa2LcZKJ6jX90W11t57ZlWjiGX3PhU/yacta9bDsTqdqF7VzlFKiPheMbBU8hlB1S17FStJ7q+rfGoe07ljn83PvnguPiNbEDb+2b3zy3iUPjsfap8zXKyWPFiG0qp7rmHqvudXLDW8YlVWMdNgnRu8XPCOpSQJONrB8rm9yW1slE+8ZPCrHh+dhVncV9byqn2r5N5211N/OHirs2pnGuqJb98tiqGLv6uyXBlSvvQkB+SZyTL+YFF1xwwQUXfASc21pZKBaqWYXe0vf+hezwJrX8OdBGHI5FAI+WJOIopexb4yUN77uhGutRZAq44IILLrjggo+CcxPA3xqbvAHOBW0E5FxcXAocwzr2kfEeGS0/Sr+6ZjetUqfB2ROQfZhr9cXfdN2xBuKuJr9905+2xlkciGOUcWj60Da/TndsNyb+Vmb0fevcFadeLN86PunPio+yiJwr9h0/+1iEjxUveAocQwPbdu2xxu2pYpJ2XT92dUluWzuPNY6aisz3SFm8j9vRIWWuO77Lufu0pVYmAmPrrlbb3L02HdtHdtpUhouh2D1G4qU8035uta51Zbz4fqCufBM5Wv1+Huvc2ROQXVA8sKrP3luQjrdA2wJ8bkFtrcLBmQzoAueUvKBNk3foxN3EW93HMdr6kYX6U8TSfAS85h4/ynh4Dw3nW42Vt5r/2so9Vp3n8v7sE7u5T1mHlvMiCPqVa25R1qb615GPY83rVTKxS/3r6muTlarf32q+KeTO15DhKhE4tsJT8Lb3fwx8KAKybQDuw0ZfW/dblXsuk+8FF1xwwQUXXLA/3mNd/7MoeT4qCnnztel2i2B2Y8y7hAesPE9Ojw9FQDahiOvY1f+yzdz7Fi/yPmVuMiMe6trwmkwqbW3bp01NTY3FD3/hj1UO7zOptrk1tF+7yY2haN3+9bWd2zz/vRaLY7l9vCVOrQ19zRjbt55zfQZVvIcl7a3qP3bb9w06fW+r63u5E79FHYfWeU6C9u5tEVRPtbX1rv79xZWi+rk99X1trtqxZWcSi7ymDbu5Ch19PNjNLvGb6tvX0lK3YoEThJxUVBRRlFTLHdYovvUZ23YLmTiTB/9hCUg1+Ksa93EsQf0Y7Wurr3retnNfe0+ncDOqtad24prf3h1iw+fjkI9T4FjuIhdN3XHwK97zrnjNWH3rGIgLjoNt4785n75HkPDbl1d1WVI7lWnttnKrZQLVPRxql1nq65fdLKAK0boElqL/Ed+pVjcrq2rCsmDFrSwvN4uuyjW7tHFXOciVZzYywra4kV1dsYq/VY8d4Tbw8GS0Sj2a5TVkR17GvazObFEWGwuYNeW/P05OQH41F6S3mmybKMjYuhfjz97HF1xwwQUXXHDBBfvAWlsjIMeSlaquVcaYFQExtozVeInzsFK8JU5OQH41NAnBWxCSXYOjLrjgggsuuOCCj4+aHPEnXfs/qmW5umlh7TlJnDFiB6yVEz9OF6zF2RGQtkF1jMF3iqxTRZDSphiVbe49paluzyxIh/gknhpvPalsi/M4Jdr8S19bzilxbu05FM2deffNbrZLP7xHpqVz9L9vi8tb93ndecdWuuxb1kecb98Tm/pn1zX/1Dg4BnLPmNRD5JwXcxEt8awtzRYVpXtTVmmLkT3U3Xvdve8To7trX9Vcnl6p9G3GiOx7z811ZFu7oe6+VUBYEHL/Mejc3oQr4MQ4OwJyKHZdqNqu2+fYa/Aek+o5+dSe0yLyK2HXfj/2ea/BZawcHx8lAH4XXGJA1mNf5dSu177FddVrD23bMeKG9i3nXLCp7+r3uYpuX3v/m7rEVuIv7ObUtsdGU35bF/+6LQD8GGPFWsp+a2vXIWW/Fi/uT9DivrVCs28EAiHklij298GfhoDsin1foGMEchf7k7xVwPsFF1xwGI5lHTh3/Fnv64ILPjouir3DsOvcvU+guJQCwSqBwK7z5qHeCy4Avb2cjWXuOKWvs46JVS7Sk+LkBKSdxTfYZvW8d+i8Y5n0q4N/26A81Pz4GlSJUZs72KE98WcMgt9XG3SMcfQeBPaY4/2Qel7jjnDqcXVsIf/NSMPB3dTmKtBS3Q7jYXO5xZgH2txKyixA1n9rsWzvUN+m77Vy3mC8HdpPpxj77zGv7+Ke8pb1vweOFddQW7uL/+1YXPmecf7hI2/qZlm4avmvbVaVXbxn9l2z9wk731bipjY6FzCDEDsGn7whTk5A2mEbvVx9NLuluTsFCh8/IQTGGJRSR/E7fGtNybo6yhcJzoEwnwWOFavxGrRpf06t1f8zufxU8VHvqRYAKeXBAoZoFes3w1bcOtYda19yC02doBqtuek6IYpfK0Jdc6+h3Zp99lajNv/wc2z7Md+fY93fsdy1j0VUd3U5ah5/QZwLX6odvK/q5ez+flQzOzXHYjPOYV/U5I49ryk+V+M+diWypWtS8VvN4mBq5RX3X9S1qX5g4waDbm7Stetk9RmLlo0J5WaZ0uS61sYXMTBSIN5h08NtOHMCclocqmEpyMZHFVg+Ik6hDWsT+i+44BxRiPIbYVucw2nzG36Zr79+bVu5bSgWyWbLN5f54syWKs5RUL/gggvOG+vW+3WEcJtcIIRAqv1dvrZBSomxdiM5EpxHltQLAbngggsu+FWwbc1pNXW2XVzXzFYXN6eFO4Cgr/wg3PW16sXmnX7bDOf1pl7wTvizBYL/ivjISrZNlqN1iuLN41E4wX6DdadaTnGOlHKjV8nqh90VmbsmTRJS+A0dXxIQNx+bs8gFenICYoypmYlqqFgQXw4Kg12jrXvtS3LsuIpdfz+k/rZ4kUPLWKfVL8uTm18kW2Hb23CMPt5m8WibRHYt85jtOVa5m37b53jb+W/V7kOTOeyXweR9/fUPwXsIWzVTeyUAU3iXDFHxNK76O0P9WFme/7+UovxcnLK6Wq5MDQWJ8d+tgWJ7YyFWv7uz5Mv67Kpcp63bcJ8vvq9+UaUvli29KIpyqylKm4vza8bbKcbYay3tr4nPaZazz7FNcYenxqndV7fhmLGEVazu2758sdae93Z9U1VgtHkgVbHNJXnT+179rXCZr5ZXHafCT43NY+usHVX3rLb2WmtLS0Xz96oL1bp7an3vK/JYcy0QhULnDDQxJycgBfYWTHj77tuVjbYtRKciRMcW8l8TR3JeON7IOcS391iT9in6+VfQYu6zwLYFKJ4tBOgySsJZEarNVUGFR1QPCO9SLorr/BgsF2QBtu6iVZ8HpfdvBrOqgJqWCbDGYGxRt0UITyv8d60NQoCUymkOC3Jh3HkFYTEG7zEmS9JkjbvXoPEubtrf5RxivXatf18CUKBtHtn3/g9VfL03CdlnXd91zjt34tKGWtv3WB63Cf3rft+njF2v2YZCkF/XvnXxIZvb/lI5U5zTJAT7rCPW/9tFmbDOnWotxOq9ql6zOl945c9pcXICcm4akAv+3LBeK1rFqYWKCy44NppxaOVnIdBGOxO9qKecBIuVRZCipDBWSCmQCJRwlgVHJtz5IFBSoZRCSlUp1/+VAimkL89rGbXGWIs1RVBnteHuu7UGaw1au2DKgiToPCfXGgOEFSWe1malkUSgNWDFyqPMChAGjCdAdntwKryNdfCCCy54WzS3PoAV2dhkSThEDi1csl41N1Tn6h0I/rqA9uZ9KSHLtrm52X1eWWsOb+4xcXICIqVEa11+vuCCCy64wKOyJm6MD/codVsrUwUITwD870IKwk7PkQpPHFa76VqE1ERhSNSJUJ40SKVQQtCVypMN97s1jqwopQjDECkFQRCsrB1SopRbCJ1Psvstz3OsMejC3aHi2mmNxVjjSYjFGGf1MEaXyqrFYsF8ucBWVlFjDNpodK4dQbEBuTbkWpNlmScygLXk8yXWOL2jMXZlkcERn41q4KZ8UlWIHmlBbwpEH1U513Qd+aj38WfEa4Xuj4Bi/FWtm+sICIBSqhTO98neVQj12+TWpmWjWX8zm1b1XxCsF9GbhOdlHdQIR1FHIWufC05OQKrssZYu0mvRVs9qjR8pL7VT6/zxtpnYisVyHaoDtnnOIS/vrubfZt3bzn0rE3CtX7cUuSkOZJe27aJBWKe92Fzm7mT20L7aRzv6FhP9ey8eu7oa7hO3so+b02tcwI6tya75KQtBNUVsE9UjAihlXFaaKC8bu9+kwAqBtIB1pAEpsMI6q4D1AY4iQEqBks4/OQrddB4EAUQKqQSBVAgBYSAJw5AoCOgrRRSFhFGEUgqU9A2xCJsSKMVwMCAIFUFQ1CEJA0csAiQKhUQiDCgpkRJUoACfelxKlL82CCyBJy3aWDBgrSDXOdpYLBYVOQJjrAVh0UZjrEJbSZ7rkqRo7UjG49MT0rdbSkGW5eg8RxeLrrGkacYiyUgyTZJrFklCluSYeEmaZmRZTpprcm1JtSHTGmFzpIU0zwmEIs+0W6MAaUFYiymfk1o9N/9QZZEa0xaOFRXiWA67plvHZreqfVxfD0Gz/E3uaEUdu75HbXPANgF4F+F4n77ZpW2b6th2vBkHsO7a5rFC5mlaKbdhv2fcvv7VvCCraCjh2+6jKdBLtapT53mjzA33aOujv+nOVKvTWy6L41VhuinDWVO0r+J6ZG2hk6nfg7FgnZJGSVW/pzIIxb/PUtXaK6Wq9cW6/il0QdW2bpKJmr/nWpf3VnsWuCfcdBcUwsexiJU7KviQcylQMsBoC5ijKU1eg5MTkFOj6gf8mkntggsu+JWxYcEvhFO/Npnit+KwqXwRwi9WwpnQlf8uJFYCUiAloJzbUxAEhGFIGChCpehEId1ORK/XpRMFBEoRBModDxRRFBAqRS+AMAgIgxAVBI6EAFmeEyq3aA0GPcIo9OZ7t2gHQUCgAkKpCIRCGLegB1KhwtBZO4S7SwuEYYco6hCF0pMUiUChtSZNMtIsQ6NBWlQYIoXC+HYgJEoqdG7Isgy8G9cijglUwI8fd67XpYs7ydIUY0xp0bDWkZhlmrJME5IsI8kz8lyzXGYkSUaS5SyT1P1L3W/gXMTmiyVYSOKUNE2d1SbLsEaDdiREW+OsMEIgrZMyVh6e7rcW/dkFvyj+LDJG232oRmrZYypE1xG3t+/TlZV4p7OFqJAC1jC93bAui1ZbfbtYZCq28oPadEz88gSkwJ9lUrjgggveH+3Li6y4C1mXMMp/FlZ4DZfTcgWBi6UIlCIMJFEYEIQBQaCIehFhGBB2QjqBohMo5y4VBp5kBHQ6EaNBnygIiAJFFAZI4awUnSjwhETSiSI6nQ6dKCIKQrCWJEnQeUa3EzEajwiUQgWr9impUFISSJfxSqcp1hqkgECF5HlGrpcYm6NzTRBAFCoEBmsTrAUhFJ1+F4Yd8ly5eBQFQRAhZIAKIrS1COGIkcFitEGoABmEpFmOVAEPX29R3uXLGkuaOQJSBLFrK9FGM1/OWcRL0jwlTRPSPEMbQbxMidOMRZISJxnLNCVJMlQQkWWa2XxOnmmen2fESUKapiwWS+I0JUlSkix3VhevQTXaC1nWWXiwYIVA2IqlftMg+SBLz2WNPA7afPlfW2aBw608u3lc7IN92rarsF24fm7CsT1AVj9srqN6bjWzq7NE7O7a1Synamna1D9VkveRlOknJyBtA2VbFopDy62iOglse1E2DbhDXYrWYZ8X51im5HPAtme9za3nI9zjvjimi1XbxPWe2Le+17h8bLru2Pdsra3FIxQ2/iJEwErnZmOxzqKgfHB26doU0IkckRgNB0ghCANFNwwY9Dp0e12iKKLTCYmigCiKiJSkG8vUzgAAIABJREFUowRRGDiyEbm/YRQyHg7p9yK6UUQUBSjh8r53Ox2wGqUk1ljnJiWctSXPchZz0JkmDAWRjJ3LggZrDVmakKY5gZJ0whCsYTp9JMsSlJQMewOenx6YLx/IdQIIet0xo+E1cTIniRc+TsPS6/bo9foYY8nzBG01UoUIFIPRBGMFxrgl2yqJCkKCKCIIOygVIoKAIM9QQhKJiDzPUWlKKKW3CkXIbhchA7Tuezcv7/4lIE1S0kwTJymzZcIyTonTlDTL6XS6LJcJ88WCLNc8Pk1JUmeteZzPmccJ8/mC2XxOkmbkxpBnmiTNiZOUJImRVmK1JUsyR578sKim+BRildL4lPPYW73/29b1Kta57a7Da/vmNfe6zt2qqYHfVH7z2GtcSbe1sUCbK13bdYew4WrsQlHWOjf3dbA+O922tlprW2W1deeva+e64+t+X38fZq3bf/Vzs9yynC3p/49pzVnnCl8rUxT/e9+1fx1OTkCaOEdB8lzadOgEc2gd713GLoRzF//g1+BcnvUFHwtCVpemYu8JRzCM19YFgaTX7RBFAd1Oh04notuJ6HY6dLsRvU7E9WSMwsVsRErSDRXdrrNU9Hpdet2IThQRqsATjJAoDOlEARJBt9eh343ALhFYjNbkaUKaxogsxpqcLF6QJonT3Oc5Vhufkcpg9ZJZnqNNDlgfcI47X2tHQKIIhOV5+oTWmiBQiMmEZD4DE6Ns7jR3i5hFMkXrHKNzsKCznPlMkAQhUkqktGiboY3FGFg+djBWoI0zJgipUEHg4lq8W5YQAuOPdTod59LlXbCEEPQHQ8LhEGMFeW5ABHS7A6QMGAyvGAwmIBVIRaYtyzglzTVCKEbjMfEiZhEvSdKc+6cnkiwjTlIeZ08sk4Tn2ZzZbO6D3A2xd/OaLWJmszkCZ2F5epwSLxLy3MWtZHkGFb9wLC8Et1PjLduxSUjbdP/N37bFjrThtTEyzXrXxSq0KXnW3Utbfa/FNlK3WeDdjxxteqb7YOOGory8j21WoyaB2BRbselYGxlYuVe+PNYst1ZOhRA0x/uuitd1hKiJ6iaJbeWW6rEzmHPOjoBcsBt21RpdcMGvjjZT+WvKLIUQKRByJZBIKVAqKGM0ul1nxRj2u0yGQ4b9Lv1uh17HuVRFUUjX/7saD4kCSS+KiCJFL4oY9Hv0Oh2G/R5BKFFCUujP8ywlzzOM0TxPp8wXhhiNzZ/J0phASZI4Jk0T8iyhF0WYeOmzSjk3JcDdg3VEKY0T/7sLVhRiFfSYaUiSpctMZQ1SKjIN3++nbkMtGZSBn47ULLBItLbk2riYiiQjDCN6vR5hKDEGkiwjzXK0nruUvVIQKuX6pRPRDSPCULrNUK3FGsgRJLMpxmiMNj4g3JAtnwlmylk9cmf9SKIeeW5YDCeI/hXGCsJOh7DbQwUdht0eKoi47gfkUY9MdxAq4N/NZzJtmC0WPD87a8h0+kycJGS5RhvLfLlkEcfEacp8sURbwWwRc3d3z3Q6J01z5rMFz7NnlssYYzR5nnuXMZ9RzF6UH+eOXYXGY9bzmjJ20fgfC1UBeZ32vc06JFviRYryDkl12+aGtIn4HipXtfWvc8HafOwYclxxr7sSFeE2cHp1va/FhYB8YPzKC9avfO8XvCHWZIV58bMFISRKiTKNrYogiJR3lYqYTK5cJqlAMRoMGPb7DHodrgYDBp2QfhTS60b0+z363S79XodeN+LTzQRhchRgcftgOAtGQvI0I7EWrXN0tkCnM9IkJkkT+t0u89kzs+dnolARiJwsTQiUQmARWCSCPFEEYReLJdeZi7GwYLRFSEWeSWaznCxL0FqTJI6sSKXQRmCsIM0y4jR3iZ+QaGvJjMUKic4NCEGWZRitsRiskOBbkaYZaZKhpKLb6/usM5AkKVmWkeoUKRRCCUJlGXQkV6Mho2GffkcRBYpAWnID8zQnSVLABXpa6yzDvU7I7Sig3+vQ7XQIAkWazjDasJgliOV3cm0RUoIMQCpUEGIJWH7+X8RJBkrS6Q8wQnD16ROfhgGfBp8wFn4+9sEKgigCqVguYhbxgizPWcQxqYb7pxk/7x94ni+IM83Dw5TpdMp8sWA2mzGfz909p5ok0S67lzZona8fgL8ozm2edwoGuZfQuM897JNpbB8c08WnrY42ob96XqnZ36HMXS1k6/qt7bpNRG+z5aDdalC0sxr/4a6r3+cx+7/a8k0E5EV9trDmnF6BLeyJ1ei3f/2/a993NVU20XZe3Yy2Mvite1k2lmMtTfPbW0+OzUfTZn7c+f73nDjLlxT2Wgt3mTB2vQ7eJx7CYdXHVTe3YwQMHsO387V1HzNe6ViWhF3R3Fugima+9yZW49gFgZfpH61bWIo9KoytzMty9coLKRBRiDUgWWnnx6MevV5I1FMMRwM6YcR42OdqNGIyHiGMZdjvMRkO6UQho0GfyWjIzdWYfq9H1ImQUpBnMelyRiQN8+kDi9kTOktJlguSOAaTkScJVucYnZGlM6RMEQjfZkkYdomiDsZowk7gGi8kUgRobZywm+XkUrFMMqazJcskJ0cRJzmz2YKH+Rz8Iprr3GWg8sh1QPF+uIwrlmJSsCheLrWFDaX6c/09KjYsXM3JqyslhkCuUmcGqniOzqqR5YY0TX2qYEmSJGRZRieQ/NvXEeN+h24nJAok3VDS7YR0w4Buv4NUPhOYFC4LMQa0AeMIUW4tBkHY7SKDgNxYbv/yP/n69//gH//9B1e3X/jy27+BCMm08UHuKUEYkaY5yzjh/v6B+WLJbP7Mjx/fmc0XPC9ilknGw3RGnKQ8zxcslimLxYLpdEocx8RJgkCQ5xq0s5AY73+uKVIwK9D1sS1edv/a92Gf9aDt3LdY/94yJqUZw7EJ1ftqzvvVY6feU6Ftz4rDn1VLOvHGNgmHrolt7a7GSTWJniPprs+DwLmcNsta94ybpK4ov3ps3TnNctxiYdce22ddbbMGNVG1/DTbqLVGSbXherOZ9JQZeA0Pd/+5ti3vhQsB+QUIyKGT0YWAXAjILmW+Bu9NQMCWxAMhsZXN8ISQWKEw1udeVy4VrgscV6iOoNvrcTWaMBoOGPY6XE0GjEd9+qGg1w3pdboMun1ur665Ho+RwmnnP93eMBwO6UchgYQkXqCzlNnTPcnymSSJyZI5CkOaLJjPp+gkRudJGfwohcs+JZXEALkFKyQCiUWRZppcGzJtCXo9cmOJlynLhcv0lMQpWZaTW0daMg2ZBWMlWW6Ik9THfuD3YKoveMZYyk0tGsKudVnpDzLrr9PW2cJqIyqpLMsH5z4aI3yGY+u/uz1A3OaHhjD0VipfTuiD/juhQilBKAVRIOh1I3pRSBQoeqEgDAX9bpcoUihpMUbjmGcXGXbo9oZoCwZJGPW5ur5h8ukvdPsjgqiLCrskiWYZ56ggYjZ74vHpgcVyyWIZM18uuX+ckqYZ82XKPM54mj5zd//I/fMzi0VMkmXMZ0uyRUyWZqR5irWW3BYCmqwIW67bq10v7eZ35UJADiMgzetO7QL9ZyQg1ZiHpnuSS7O9yvB0bALSvO7l93YCsikAfdM9NrHu/DZyVKTcXWclcnuEbKjPSKdwEYaHH6clIBcXrJ0h3t1l7tzMzxd8fPzyY8rWJedyF24pQICVhkAqn20qpNOJ6A969HtdhoOQyXjM59vPjIcDOqFiPOxxcz2mG0qiMGQyHNENOwz7A8ajkQsEz2Kk1cTzn8yfNT9/fGM5e0anCTp9Jk/npFmKznOyNEZIibWmTH2LVFgk80yT5Lg4hEXCNM7IcoNFIlVQEpAkzVG9Ptc3t0yflizmCVmWu30uLCjhNtBzG3worBAYKzFSgXHB4s2FT2Axtu4eVPFsrv3ZB86esf6IAbQVCCSyXPiL9rjnaKWLNUEIhPIB6gi0gCS3kLvNAVfPH5SwKOF+DwQEMiaQiQ/ajwkDGPc6TIZdRoMOkTSEUtDvaAIVE89mgEAqwVJYZj/+P/7P/xMS9oaMJ7f0h1eMrj4TRkOiYMCwF9LpfnLkT2uWcUySZO7zIiaJU+4fn/j28yfTRcxznPC8iHm4f2R6P2U+X5BkCcs4KTNyFc/Gka6iJ3/xd/uMsI9C8FfDrorI5nnS7yUE7SRmnzqrRGen51KdSl6h2K2irV4pZWn1WRcgvzHuwxbzwrr62epO9l44OwLSFrx0qJa/nknALXm7stO2gfveONaA37dOIcSbJW3bRxvVdt1xtPGw6S7fOvDwLfFW7X4PjWhbfW2apE3nOncfP5qFRSgXNC6UCxzvdCMG3S6j0YDRaMB4OGA8djEIk16Xq9GYz7efGA+HDHoRg37EZDyi04nAaKIwJEuXmDxDmBlJvOD+j38wf7onS2J63Q4/f3wnT1xgeJbFaJ25sackYdhBoMitIFtassw4bXiqWeaWh+mC2dJtnBdnGguoIKDbGyCV8qlnJWKm+X7/34BEyQCtLdpIpJAY7QVXYbBkzibsVeiu78CWlgfvcgVg6s/XUCxkxbf12E80Fo3P7nkZi7MmydURW1hppNvF2IrVOxxgEd40YKz7B27TQqRzUBDWkhqL0AaB065mOgAMPxaa3jSmG2WEEoTV9CSMBj36vcgRIpMRRQGDQZdOJ0XGS5aLOUr8Thh2mYyvGAxGBP0RQX9IEHaIwpBRf4IMImdFyQzCwvPzM9/u7pjHMYsk4fFxyt3DEz/un8v9R/749p3n2Yz5wllS8iwnzTLvUSjA1rXGpxR033tu+DPj1IRll/rrMtZu2NcjYp0Vf91cv62eV43NyqltrnrbCE31XqoEYt01RXar5v03CUitfnfiRk+UYv48Nc6OgFTxFkLfe7hO7dKGAqeeXJrY2Ddrfn4LArQr4XwPvKb+92j7IZP9hxlvW7CPW0mxGAghnKUjEEjhdhUPQ1XuHj4aDbgeDhiPhkxGA26uJkzGA0bDPuNhn8lwxPXkipvrW/rdCCXA5AnWZOj5I8polnnCt2//JI6nSAVZGrN4mpIlKVmakmvjdtN2jSYmYKEhTp12XJsFubak2pBmgiS1JJlmmWqWmUGjMCICQlDGGXSkZJlLHxPgXXTQ5Hnx2ha+6hJjnLOUs354ClFxs9QoKN2KX/j1lPzcUskCJgSWzf7wTubf8Jzt5iScwls/HCPyAZ52tTtwjkU2LTWeDwlhUUJ41zBwzEViEeUO7t7RDIr/C5DS9V9uYZ7CIivarRA2R0znBGqOkiDJUQIG/Q6TYcggCuh3l/TDgH4nZPn8QCcMCTtdol6fsNunNxjRG07oDSdEvT6yO8CKiE6vizaG/3V1xXw+Y7Fccv805fv9I8sk5enpmU83Y6bTZ56mM57nCx4epsyeZ2htSdOcPNN+vxONwewkFB5bYHwt3sJycKhwvO38c16f3kLG2Ha/be5Tx6qjqMdai1SqFMybz3jTGtBWx7pnXnezqu8DUpCOTXU23bx2rXPd8eaGhNW5t+264njdYiTwO6SeHGdNQM4ZFw3PBRd8HAjhYznCANlR9LodF0Q+7HE7GXPl/32ZDFyq3EGXm6sRn2+vuRoP3T4bEgIVIGyKyhJ0nvDz+x/MZ4/o+QxrcvIs5en5gTxPsVa7bFMmILcCrQW5kSwSzSJOWcQpz0nOLM5I0hyEAhTGQq5BI9EIjLUYLUBGTmvlNVil+5iQ5MZHtwlwui0JMnQpbRHlwtlYlut9hEBQ2V24QQ6sMJQ+0FZgBRjhyBxWviivWo2tOGxtbsGa51b+321YZt0nKDLyFmXU5l9v5qi427k+kN6mYkriURwvekdSdTNbZe+ygJECI4wjMMYiiLDGMM0Nd/OEUCyJ1DMdabkedhn3O0yGPXqRIpSgVEC/36fT69MbDOgPRkSDK1R/QqfXRxJjsjmDbsj1ZMx4PODL1xtyY/n2/Y6vn6+YTufc/Xwg05p//v6Np6dnl+L3ec5stiRJMtLUktrTB0mfEuemaPmzY10MxFvUUeCYu8i/NQ4lY5vK+jPhQkAuuOCCM0UxaW/Snje+F/K4EC7FKqvvYRDQ7XbpDroMRj1ub2+4Gg25Hg34cj3hZjJhPBrw9WrI9WTMsNeh15FEgctQ9fzzD7JkxnK5II0TJKAwLOZT0mSBNpo0zUs/f4vAhSYoUhEyXabcP055nMfM45zUCjLtApm1UWgjwbosXALpNPZSYbxKX0gnNEsLPv+tJyw4QuK9i6wwCOsCNGXF5XRFHNz/RPHZFuSk6LyKpkzYwqfJobbmew2asFjhrBUt/ONghVudNhmf28WgkBS7oVhPyEoSYsF4k4bwIfrehwwEWHQZSVKGT/hajCpu0pM8b30pSJ8qrDIIrF2Rr1RbEgwi00hy7uOYQMzpRopRRzHqBvQ7EcPenH4nYDIa0utGBKFCdSJ6gxFBNEAvBkyuvyBDiKSBSLrNGL/c8D///jeenufcPzyxWCz5y5dbpk8zHh6e+PHjJ/c/H3l6mhHHCQ+LhCRLyfN8vS/4llfrggv2QVXj/pZC8iHWrKNBFLNCvS1rT2207xjeInsd+yAE/ORZsG5++79q39f5/G36vgmtcRvOPr/+QttYJUVda3csU/buqGSdqPy/8WMpVBTtWMW6FIdt45L1bXWLcUXKEJXz93DB2id71yk0A5vb/eKXLdc1ta6vx6FxTruWu09/r/Ut3fH6fVwANt+HgapwDJRScCE8+7GvjUUprylXAqtc/EIv6tIJQ8bDPrc313y6nfB5POD69prr2xvGoyHXVxO+XF9zcz1mHIUEyvL48x8k8wc6IZgs4ccff/D88B1rvCuXcXEUaZaRpilLK0i1RaNItCVODXFmmC0S7qcZi0STZjlGF6EU0gV/G28d8IubsSCEdIKtFKtjFh9MXUawUHUIKHPPV3qr1qsNAlKcIWy973UrTbBrPlVsDC2PUVRdGapX2909kYVw17pd5VVBH9xQqKTvRDiO5trjSYopPLlsbYpbEa+iT3XFNtKw2vj9TLD1+ax4HsXdidIu4+hSIC2BMEibo2zOpN/hty+3TIY9ApERyox+v8twOCAIIoa9MZPJJwZXt5jOkGWSOdc9FAbJzc0nftz9dHuS/PzJt2/fHQG5fyReZvz+7Tu/3z/yMH1mGSekWU6SabR1GzgqU8mkJUBJWfbNngE7G3H4O79bmdvKf+26sm/79nUJ3aWuY62N+5VT2hTXllMtSzU2EITt/fYaV+AX/eatfEJs36iwmcFrU7nNe3zRzsql1tj6bxsUYs3fbakQqXyvn1C2o9rHqzYVm6425LrqfRXPw1dfe25eiQOGn9/+3xflvyfOzgJyLNJxFELgNV+71nl8VFIAttRX02AWS+eawbitnPLy2vfNhPCccUhb91UibOjiN8Mx+n/fMk4fr1Qf16u2+D73Wu4gwmePsgQhRP2QQa/HZDjhL59uuR6PuLka8elmwtfbCTefbrm5veb6ZsJ42KcfKgIss+/feHi6Z/r0B48P37A6Q2cJWZwQBYpFvCTONUlmyYxyG+ItMx7mmtkiYbZ0/xJv3chygwg6WOtcqQQFWfALvZA1zaGiXZsoSunZvhCQi+DC1n5sjvGmTqPlEVcf/wYVz6YrGy9L85LdxpV73LJ89sJnLnOLr3v2xiuRpKoS1VXTWv2m19xDbfyjoFBiNdpFJa5kdYLLNpYZgxYWJUKU1Pxc5Nz/72+ECrcvSaQYDWJurmKuhh1C9UD3j38yGl8xvP5C0OlihULKkGWaI/SC68kVMuwxHEZ8/XrF4/09P37cM3uec3vT5/buibv7Jx6fnnl6njOdz4nTlCTJscYFtUohMWUMTPGMPobm9LX4SGvZe6NVgbvnNW3n7kJaWt26diS562KJNx3bK+64TR/Z9ntlPrL2pXNqQUg2x6Ssn+drvzaEE9GYf89l9J8dATkt3j/VbtuEX9UNti4N3sew2nS74fPWJWbTyecyYi/4ddDQNBfCqsXFHljhY6mFQAWCIAiIooDRsMenmyFfP3/m9uqG6/GQ28mIL7cTPn2+4fpqwtXVhOGwi7QZy+fvfH/4ydPPH5jZHYv5jDxPkBKMtejckCY5dw/PpBriHB7nGXfTJY+zmGXiyIi1iiCMMKKDUSClottRZCZD68yRD1HPn+9SzK5ISDW4sLkA1YXh+vu+b1rKj4JN91/kwG+eK0R9J2LjhRSXSealwLNNG13v891QL9MHjcqCbIagQmQACZZlbsiWOeLhmcHdgk/jLv3QMugqrkdzxo/3DIcD+sMJ3f4AJRXLWUwU5IhwRJIkRGHAb3+55euXTyzmMaPRkC9fZtz9vOfH3T0/Hx65e3zi8fGZ6WxBmlsWSeb60DpLW+F5tzklwPvjI8VxXAjN2+BYCrCP9HyKrFfbcLByHk9WzqBPTk5AXuvTVyzYR/ENPIkCaAMddf5QeL8D1vLeqolPFP7MgqbrWM1s2Cinzjca7hAVxaVTLG7WRrw2Q8m6cg8tcx83pn2ubS/rOC/zPn6lh1y3rwvWrue/ZnHYfK2oE2Br/Xi0PnWuJFCKMFQMB12Ggz6TyYjPn2747dMN//63v/Hp+pqrUY+rQZdPt2OG/S4m1wgdE/+44/nhBw93f5AuF+TJEqFnFC48s2XOMs2dwBZnPMaWx1nM/XTB8yIjtQFadCCInCbZCoxSgAWjMdaAMQgB0pvSiwxOBaQnILB6TpsISHO8SfFBhLSWebXtrVlHwFb3W89qY61FSkkQBCilyl2TRWUSE42/BbYFzx7yHtTOtxp86uMU6eJ1vJudFSAjhRQRmZX86yFHWY2SS4bdOdcDyWjUZzC8Zzwa0O/36Xe7ZIsZve4VKghJlaI3GNHtjlDDMX//27/x9fOSr59uuP/yyP3jlJ+PT9z9fHB/7595fHpmEaekWpNr62L2rV25Yu2A18zVH2Lc7onTW4s/Bl6zrh8yNtvcvppl7lPHPmjLgrVu/tlFDjnUzflCQDbgUL/Qbe5Xu2ixhCiEnfecOAr/gEY7wHGPYjGjat6n8knQ+JmCrTQH3OpwXcdVdbkQoh68u/JzWbV2bVs5nEjs4w+7TitQ3Qm07fpj4BgxGPuUf0wc6nPbZrrep76DnosthqBBKkD4OAgBYRTQ6/Xo93pMxgM+XY+5vplwNRnz9fNnvn76wv/429+4mYwYdBTSxAx7iun9d57u/iBePJMlM3S2JE1j8lyT5y4CYBFnxKllmVqWmWU6X3L/+Mwfzxm5keTGYG2Aodh/QiMCNw6NdcHihaeOxVs05MqXt0YwbN2RqhjPVeG7mnqxLENKtyO63x14G3Z9bgdbB7YQYLnp+dsizmd7e6DuvqaN26xRCFEjHarYkLDRL5sW9/r6YOruEVUS1GhmrRxPkGu3Zl07pbUI69LiFm5kUipyAVJaZ8WTgJQI2XWRf9IwNTmzp5RgOmfQSxj2Zgw6IdeTHuNBn0nvJ51ul05/CCZBZym5DelGil7Uo9MJub654tPznIenKT8fnvh5/8CPH84ycvfwxHQ2Z75MSXNDph2J1tqufffPHZusZU3sMjftMl++df9sK/9tLAK7z9t7Cb1r5opD+u+FFbiifGjKAc35s1n3ulS2zXFftbI25+F1x9a1dRPxWfe57bcX97+nMrH8DLhEJ6cnyWdFQP4s2Ef4soWUVZ67GtRSuHSaxU6+L/TtLe+v2LCovzCxN6wjx9J4v7UGqCi/CD5767R8RxGoT4SP2/YitayzEgaBJAwlg+GA68mEm6sJN9dXfLq+4vZmzPXVkKvxiNvra4YD53I16oYIkzC9+8Hv/7pj9nSPThak8Zxcx+Q6Z5lq4hySXDBNDIs4ZzpLeXpOmMUpyzR1u4zLDsa4fSmsLSZxlxMJA0J4bXvhUiWdlQIstjHZC4TfWE+VL/a6AMhioXxxzDjBfd3Cd254r9FWuC6kabqqW8pVsOieaBLBwzN5NaJ1rEXrzB+TWClB5AiRE4QSIQXWSpQKkeEQYzTTJGUWZ0gR88fjglH/mdu+ZDIaMhgN6U2fGAzG9Hsjur0BIhrQjQLCQNHpREwmY25vb3h4uObrzRU/bq/44/sd338+cvc4ZTpfsEwylomuWUHOeWxts1xd4PBWWv1zwK4Wg03H17ly/tmxUgid/r4vBORkeGn9kF6TV9CNwIKSAuUc3etX+0vXvVZO07bZrWX9ZOR3HEZhS+ZuVsIRUM+02RRqq4O5IhTZF01vua5ZbqN/1mgcSpcWy6oztlmydp2L95qzq75Ca8jiQdhcSrNptvJhGzltreqN1vHq41lf8ZrKBQRKEoSKKJIMBn3G4z5fv37hL58/8/Xmlk+319xeT7geDxgOIrpRyKDfQwnoypjnn79z/+0fLKY/sNkcnaXES02axGQmY5lqHpY5T0vDc6yZJTBbpsSxJk4tGgFSYYWCvLl/xGoSl1iEsM6CKLx5W7oUqsJqhF1p40vNGwVxXmnrm9lamuTDlmUY7Blt89AqAGx8j9zksOnKfYXKqiKimBsoAqw3NalR/zor70rIOWTBdvuP6HJeMEi8q5MxWGGd1QWNICfTLitVoDpYicvmJgVKhRgZkGFIMsNsanl8jhk8aQbdOZN+h5vxM9ejEaPhEDW8Joi6WCFRYZdBL2LQv+FqNODr9YTP1xOur8bc3j/y4/6Jbz/uuX984u4pJk5dZjej/WaGLx7DRdh/LxxD4/1WOLXL2a73uN6Kevx9ctrac04EuYyNE6ePGzw5Admmnd2s5fCpBCUUO/r6K7A+T/ve7Vg31+7UlgaZeFFI0T5ZOd+ANQgEKggIpHBJFoVBCbx21KUWDZS3ghjtdGkCrBWuCFutu2p23HQTheBU3kjpom2tILOitIRIqVbl4bLn21U318opyIrxv1vcZ2vtasO0st/WL/m2KKf8TTW6cvXNlEKZb39loRTYjdbFgkgV9/7SIFRpz4t0nau+qbcG8PlkyqfLfnrsAAAgAElEQVThU3aKkgytxuhKw2ipanCEFGU6UVeEP9+stJHW+j4Uzn+8/K28efc0a21rDobKM1wdKq5bjafVyCiKrj+36vsgKwXb2jHhAsZtEb8Bwtqyn91YNi5DlN/XQkjl0w8Ket2Iq0mf2+sRXz5fMx70+e23v/D3L7/x97/+laurCZ1+h/GoT6gMjz9/MOhAOn/k+z9/Z3b/DZ3MSNKERRw7d5MsJMlypouY7/fPTGPDMhMkOWQItB/H2oA22gXpCm+IEYVAa5FKetIhnCuQ9OTeGndMWqQwBAoC6abaPMtxxguBlAoVBGQ6R1sNCKxPjeriQgzC+p1+MRhbjEHXkc5C6mBYqedfqjZg9Uxd3MkmGKupDqWqeK6rU1xzUWeVShgh/HtcnNwunNRKargKuFTLm69/oYgofl8bVF3X2ljfcitEqXSpeGCVRNKuBm55bJ17R7VNddct611INdZalw63uM7mpcKkeG80Fi1TcpkjVeLiWgI3fmQgCVSAlYLYKrIYnpeG+6cFd48pn66W3Fwt6D3+dPEivQHdwYioPyHojVC9iH54zaA/YHh1xc39A59+3vP1esT9/T3/+ccP7h6mTJ81cQJpbsnz3O2sXt6T+1fYdRpP7Gg4hVC7T51NZUGb28yh1po2eWgf7E4WmnNDi5zTKH/Te/BWcOvjav23xtTmjxctFXWlTvUd3jXmonDtXCk46scLVMfGOsv2JjRdyLa5tm5yCWu9Dxc8yDkoEk5OQJrYy11EUFkQaqXUf3iPfm6prqmdLjTUQgqkFQRSEimXgjMQhkCAktYrUS2h9L7OstC0+t15LeU/wGfTKYSADe20zQlt9dkIUe687Bq9eokMAipEQjYmXGOKNJiFkC9WJKGpOaw0wdiqiGBKLeNqiVsHtwmYqRGgygRPXeYxjZc/39Elw5b94P+o4oWnFBqKo0L5fRm88Fqkt3T7LFjvvuFaLKQTYk358FYLe3XYSuEqMsJHARXCmBWrmINaAykf6IuFq/atIEMve7cmsDUE0BeDvNrHL0pqLlyryX71PJxvfCEtFhpsqSxRRzEZu53Iv3654W+/feavXz9zO7ni9uqa37585evnGzqdgCxbgl3y+OMbyfSRb3cpi6c74vkTWbzgefrMIrM8LlN+Pi25f4pJtSXNLakWaEJyIx3hwKC1QWvtrAwW9wylQKmgpmH3Rg6kFKjQTaWFS2CgilgOCAJFEMhyLwqdZb7rLCbPyHTuXQECP0YUxlqUqAo2yvVd+VzdO7567Cuf3nWju8oz7UYCYp1io/oMW+a1l37F1Tmh8fzXvsjFIGoqKJqNXo+SR1vb2AegvnA3yUnxzpRDuBCq3ctZq8FWO5nVu7WLcFC/kZXwtlKeANYiKsKKU9oYjMjQUiA0aBOgdIBSEmUVFG4jSiFkgLWCXBuSecY0nfL74xM3w4hPkzGT4YJRvMDmCV0dY0WIoUOvE/Klc8N4POL66or7yYS74YCryYg/fvzkX/+64+5+ynSRshSWHEXuCZTruEI9sVLZ7LPMblrXD/ZrbyEAp3BBbYsrOGa5m9Cs89D6X47jzfVvaltrzNWae9iLoFXLabGmVs+2a2LmDhl3bfe1qyJ9n/iQbfPNPhah1Qx4Wpw1ATkns9XrIFhpFoQXWiRSuAfQCQSBAoUkUhAIixKCUEqUEARewyo9B5AAyrlKVRlwOQiNean1LlEXBmpMXQhyqV6UWVymVFArpgqDxXgB2QLaOpJgrV1pEHn5Epmie3DZgpSSTmCQEIhCcFgjKNviQnesak61peAkXt5jqd02LzWVDbwI7vV7DawsGNX7SDFWrAhY5XljFVjvZmMtUq36ODdu4zMp5Qu6VbjSufqEc4mQvkwJGo0s+qKmmQRRYWBVUuGIT3FfAkRh5fINf0EWxfrPlpplqz6pi9oxbNV1qVY4WIlAOktfqAhDSa/X5fr6it++3vLXv37h3/76N/7j7//OzWTCl0+3BMJyPRkQypTp9/9i/vQDvZySLBfEi4VzH7GW59mSn88LFpni//zxk//8/QdJbok6faxwbi0WhTYC7cmz0bqiIZMoJUvBOopChB8DUBxXBEGAVNIHRcvy3yqGoHgl3SIZhiF5bpyg6fvNnW89AfckE+HqF8JbO7V7PjXyW3kgFWGwfW3ZdNBZXWu/vBBAdkNt4Wyy1da2NL+vu64yJ/h5wOjqdc6KWn0Otau9fqpYhMvXZ039bYu+lHI1V/qdDwsiVBccNl1nVnttVuor5jL3DhnyPEcpRRiGSCnLIPug0yFQikAGLpZIBsQiI8k1D98X/Osh5nbU4evVgOvZI5PRkE6ngxEDuv0hneGEznDAoN9nMp5wdXXD4B//xaTb5bbb48fokf/+9pP72YLnZUqKdxYzXiHlO87pWHYfG8fCqeWDU9d/wQptz2IXwb2warSV1VRqHKt9VRxS7keO7zkrAnIsTYFbn/d/KKLy/53qqdXRRpycptstmxYpIBQQKEsIdJQmlJJAGKJAEEpBIKAXChQSBF4b6gmIEEjlhCBbaNEr2lILDU1m8y6rbV0NAe/VtbKsVDTyhVBf/K31lQBhZUlCjNdyGwvWCAxVX8v6C6NE4LmCRQiDUgKpnEAqxaZ9WQrbSPVlXQn81t9LRT9S/t8RELdzttGrLDrrUB9CvvNLd4qGWRXlBFjr+6B6nVW4jKxO4BSIUrueC4Utnh2iQg7AGlsKrtYKtK60SUgMnvAY/B4HorxPU1p5bO0+nCtd9bYKHaYs+2d1/15IKr7XNDO1Qn1Q2/p+VBSTuyjLKQiakhBIRRQput2Q6+sRX77c8NtfvvDbX27521++8ve//hv/8bd/Yzzq0wlhPv3J4uG/mN3/i9nDD2S2RGcJyzhDG8V8mfLjac7DPOVfD3P+cTcl1iCDMVHk7lN6C50xOUZrR+6wKBEglUAGTuMs5IqAIJzFw925LHfkVoG3TugcAc6dstizTlBukAigAk9KZI7ODYFUpebOWOce5Xasti4Lnln1qxCgKN7TIu02nq8UxMUPucqzacKKTRYJd1+Vh1y9yrmDbXLBwFNfu2b+a8101XiPa/OWoZDQ1wsHRWaxZsYrS+CtxUo4C1SVLKR5ocmvEmhb9tshK1AhCKydS4So3f7qHAly5dZVVYgULiXWvzvFMSkleZ47QcWCiIAAhAy88qaLFQYbRDznKcuHmMfZgkkv4HbSYzTocjv5hE4X5NmSoDtCdQaMBwMGvd8YDgf8/PYvxsMB15Mh15M+//z2k3/dPfA4T0hyTS4MqYa86HO7aVRsx2uEp6Z2+L0FsfcgIOvcmnbB27TNTTa7uBC9BtV3fRspqLVuDxJSfVerJOSl8mC9heI1bnTNY02l+zo3r3Vzy+vIx3mQ57MhIEUHb9NKH1p2FRsFTtbo43Zqx/rBvXp5/F4ACCSWUEA3EEShIrSaSFpCZQglRMoSKeeSFShLgPMnd8HoAimsIyDU9N1lO71uFlNZ1OsvlGmIoCu9uwsy33AdYKzXbAtZmxiEFyidBQRy7xJRCOPrdLWFC1dg/L0IC8KiFE4AlBAqVSEIbvIT3s3MEZmXz8kCRtiVaxJQ+FYX7kt1y1H1PGgUuuqd8lRZlom1zq0GizaqtK44FyzKJ6S9/OUsQn4nZ7xAJKskD6xZCUqund5aYyDPXfsd0XM++da3QWuzapsQ3gLlyUeNjOGJy6rtVcnLd1E5NqrdUXeXq79XmwkvZfmOeHi3Fr+jdSAlw0GP4aDL7c2Yv/71M7/99pm///UrX28/8en6lk8313y56mNMwt0//pPZ9DuLhzuy+RPolOViSZobHqYpi0SwyOD7dM7vd0/MUouWHcJugJISq50VwRiDNcU+EQZJjpCCUBqiMCKKIsIw9HE5zmpkKEiFKPf10LkmdL6REDgNVhgqb+H0aXKtduRNeAWEEnRUgA4d6RE4kiKFJ7G5Ic91OW6N1mUaW+eiVXx2+ZUMhlBJjLar5ymK52VfKGOEcKRKClFa2IQf744AF+oF68my9XXV35f6E14pNprzrbNErJrRtA5YT+bXBovXFud1loqXKWMFLnlBcbJzgQvIc02aJigh3AxoV33l3j27qmjdPTbWpeK71i5uRvlUy4WiYTXHrKxc1bXBWlvGFVUtuFUBRJT7c1jSNC0tbgDW5FjtFCNSuXgzawVSSHIBIuhgCJiZjNnTkrtZxs0oJ1laxqMBwyyl148JOguibkynN+b60zXdfpfJ1Zjf//GfhJGg1wvpdxV/3D3zMF0wjxOEzkFYtI9NKmlURah7LU5hYXiLOg/Vzm87d1tbNx2vjuNtBKdpAV235q679lAZbh8PmF1dnprHc71y+S3excJaus3iuat7VDNhzjYSUlo9/XnN69fVua6cfc594e1wApycgGwaKMf0m3xvVH2SnWbb5UEJhCSSgiiAjrJEUtMTLtA8khBJCBVEAZ6AOA2xkhYlBWFhFcDp/qo65zpZkKXA8xKypmVc2QZenlx1C7KA9oO21BwU9QqfPcsL3sY6lxNjrf9eITzWC07C3UtgFUr4+BZlCQJn3ZESwkD6YHx3p9JLMca+SGxZe5msC5msfPcCjqlYZvw/KVSNAFRn2MKdrDxYqpyL+yiEJ4FFYb0LlrZujwJbkpVCiPApXMvvtpFZzJVfHDOeABgjMMaite9XY8iNRZuiDQKjZdke45+VMdR6oSifwnJifXyMLQhCPdDYFjfpL2taTqqou8DUYYvgaeGIsZUKoUKCIGDQi/h0M+bzpxv++vUTv/3lE1+/3PL18y1fbz7Ri0KEyVg8/s63f/5vnh7+QGcL0vmCZJkwnS14eF4QG8XT0jKd5zzOYmZJhpUBshMRIMAabJ5gjUGq0JsSFVJCT0UIAUZnBFrT6wh6vYBOJ0JIgdEabQypru5SLh0pkYIgcASiF3VQStW0Vlr751RK35YwLDSJjshIIbG20HxZTCDQ2pHEXBuyXHiSa8v3tbCnukXTWT90MXw9+ZDY8r/V6ILAx5c5Xu9YZzHm1BoDSPGu2OowakC1TNXS568tSFRtWhdu3K3zGrVYZwCiCMov2rNyeyotU6WSwiszsGUK5DSJyTM3bykhMEIirK0oSHwfIJohchshhCAIghXR0PWA5KrFxZr6M7CV/ob6zFuMr5KsyNWYK4iN9m6C0gZIoREyRyqJFbacs0Pp5yQCchNiRUCuc5LHnNnzPdfjJdeTOVejAaPRgP5gjs4XRKOvdLsR3d8+0+mH9Ecj+n/8Qb/XYTJ85tv3B77/vOdpsWSW5m4nd+vnujMQaC64YBuUUlCRL0/twtRm5dlKIg6u7zzk65MTkCqqpuZjW0HeHrb8Ux1QSgqUNQRKEkpBV0k6gbN0hMrSDxShcgtGqCBSjnyEShGpgnw4C4gLbC0sKZsJiOu7VctqWaio92stPoK6fCHrKscygZaQvpzSNcUTEAoLgBO6jCcbprqqi9UiK3BB2kpKVABKgQosUjlXF6Xc/RUCnZTCC7PWb+C2Qs0FQ9bZvTYu0Nm5XK8E9ZLkrpSpDS1sXatK3ctjRRSsLQlIaQXxVxlRJAtw7kzF50Loq1pZHDEpNKeuDG0F2mi3mbIxTqD1uxfnZkWmXMpMZwkxuGQCheBYuxUragSszLRcCK7Fcy77Y4W82jOiOvocCVo3jQvAiqDQAWOkQoYdom6P4XDI59sRXz9fOwLy5Qu312PGwz43V2Ou+iEmi/n54x88PX4nmT+SJkvi+YL5MufuMebHdM5TnJMYxSw2aCsxIiLsd72Vx2BMhjAaISCKFINIuYBeJZHKp74WliyXhEYThSFRpFDKtdoqwEoS7a0HUnq5XWGtC0zXVhOGEUopJyTmGm00QeATNCA8abMESpTvkFQ+VawXUo0AJJhAYixkRiKzHG0MqtQ0e/IhBMpnqsuyjBwfNF9Ymmw10cHqgYSBcu+eXFlBjPZ99eIhrsa4sZsFzEIxsg7WrvbqeeniUMRiFQJ5ZW6ygBXeOuT+4sl9GU9VxnnUR10gVnNTVTMolUQYJ6z7x+Fc37wiwGy6Cd8XpcrGWvI8K99d6edoEDXrR6FkwIr6bxUSVX1xappPfGrnxj04q5hxQepWIixIYxBCI6xCAW57GYXG940IwOToLOHbImOmcx7mD0z6j9xeDbi9uWKcLuklGZ3+BNHp0+0P+fr3f6c/GNPvf6Mf/GDU7TLqd/nj/pHvj1NknJDkhlhD7iYwv2Y0Jg82KcTa8bFkgI+PX6G/pRTl+7hps9J9sc0CswnbLBb7EJCdiZSoShynxVkRkCY2dXAp/FS1tdXPXvO1rpxtfoVVzblbnMtS64vcC3WgKdcnhfBEwRIIQSgVoZJ0A0UkoaMMXQWdUDIMFZGSBMpZP0LvghUqiUJ7C4jPtCMLqwN+bzbhtH2i0Pr5ehtzvWqoJ6sRCsWS78V6qj7/Uq2sHU4WWBHDUphwHUlecdAwRewChfZ7tQt0oTkXZdpST0AUKGVc6mHpSIjymb+E8G4n/uZLt7MqYxKrOgq3kgLaVARubz0phJsKhXPXVmW1xvAQJZEo+quwIjjBpSQ2FRcY96ukSA3tJj1PQADh912RxXptCpLiiIRBoLWzLuVZjs4tuRbkWpN5+cUVp0oribbODa6w4BS3VGixi/gV90+sxrKQ3kpRJUnVGJCqFrroo0I4Cnx9hb9/0U8SoSSo0Fk+gojeYMjVzQ2fP3/m882Ir5+uubm5YTjo0e+EjPtdukIzvfsHy+efTB9+MJ9Nmc/nPM9j4tTy4znl29OS5zhDI1FhhIwEwkBuDbnOsTpDYekFEKmAQEE3CuhLCJTwm74BQuNikBQd1SEIQrSPqRF+L4ks037hwu/L4CwXxq76Mvr/2XvTZllu5EzzcQARkXmWu/OSxZLUavX0//8lYzZmsjFNq0dSV6tUVawiebezZUYAPh/cgUDkWXhZGzkzDdrhuXkyFgQCcPjry+uj0UYvqizB1xNAMiXZDO1KTIFKwV3nXQHmnIlB1nlFIBQPqVmUXLJTY9v3QQIpmS80SSZHmwO43aC99xZaZHer8sDWsa2bZcmUXMkj6jvWdb67krsujGqNWL28DcDXBdJaaB6X+qP1IVH3YASfhut1LExsJaawQoMZ0ZoaYzIxxJPQKIxN0LppoVh1nRqAK+3a9knJUiz8TFfDkbTuuMzRE/NEyYQQSC6nYhRCSFBgnmerKF7lAdJ8UeafNXY70XUss8dqxpiQ2p/QJFMDvkIVo6vMsvlSazkZs6JlFImPVYCQIAQ0jhzygeVu4dPdHX94f8Prd7d89XbmqxczF8c74nhO3F+wm86Ir98w7S84O78g/fY3yBjZn+/Y7Qa+ff+JD1c3fLhbuM3KXKyfls9kVeDNI38KSOq7elrheyq7RDlVurrd+gnd6ikvVzWs/RzaDynDDymcdc3+UDLzU8pq7xm4p3N1lvPTnIk/h9H4oTyHh/quqk7V/nnX3IQLd783ZCn9l39E6/u6Iag4aaeg49To/mOjgh77/rEQMc9q/Mk9P/AzBCCfP4GfOG5rSPvjXVVsldD+3yfR8JteGVBwJisxb8YUI7sk7EJhisLZIOzHyHkKjAIpuQckCSlYgjqluAdACDVswvshdSOVuvBdUa//7sTousYaROj6K+s1Tp6/3rOeWcK6SGK0MJR2Hc3UOGAN3cJTsboPikf6VG3GrL/F7xMDxKgMKRA9BKvWVqh927zHk3om2xC0sknmLlmbd8IASP3c0EvblR7bnBzybISKhW4UskIOBhpqMivt2Dp660BuaIF9JtW84EhVagOlWDiXOXCUnILlB2RhzoGluKdExUOyxJVIGojIWmk/peVwbAHIRqUCqQxdnlNSrZnIJiF6deMaEFWJ0I27ImgJBgxTIg4TYdpzfvmM569e8cUXr3n7xRe8fvWM1y9fECQa+NgPyHLDx29+z+2n7zncXXN1fcW7j1e8vzrw/iZzPQvfXx+5mQMMewTIRcnH2T1A5vUYIlyMicvdwH6MRMmc7ScmjF3KAIgSREmDeUUCkZwtxM3G30B01ACaCVLzGQwMJveIEGGQjDFjwS4lA4SlINEMBZbPFBygF1BxZrlAkcIQLQcj+7zJaplcoSgpmnekhntVcoIY7D2kMbZcIHWQJCIth6WtEcGYrlQJIRGCPe+syqJKILKGLNK8ZaFYiGS/eVc0YZ6JgmrPINavzfsMb3Xm24wKzdtqXhj3l4nrzW6QEIp5SoJ6gnlw2eggxO8huIdU1rC/ghk6imCkGFo9l/U/YyVT1ICdBKJ0IBJBSl0L3n+1MK8YLAcoBPNCaFsq2sgwioYGOqJEstoziDoiCwKhWIhgCAQ8j0601c0xD0vNogoMKRI95KoZBILVlVrlmMvwaqDSyNkgHA6F4nLkcLjj5vef+HA18+nlFV99ccuz55ec5TsmXhDTObvzPV/83d8Qz3fE/cTwuz+QhsD5NPJdisQP13w4zFzPM3PJxsq18Wg9tQc/pQh9TlhXJ8c/65ryeHdOTvtc3eGPVeaeMrL+WL3lz6VQfg44eejvT+VEPHb9H5Pn8WPPfeq+SA+quvYERf8P5eA8BpYeeobHwMLp3+vnx8bzKXDy6Hd+qZ9DwOTPDoD07Yde+KPtr2zAqGp9EGk/UZTBE1KnUNilwH4QpqDsorAfAvvBNoMxGABJAikU8wAEqFb9poD3j+gfzNJRY7praMfJEGzksp4MT7dJiKHj/jTpjorBlS3uJ2QNvVKtvQXKN1CVBj7E9VIJVnuEgIVgSSAlz3uJEEWa0ibQ7v3Qg52Ckz6ZvhTpEl3p8jYUajCb79jlkaJp9f6r0r56EEqBErTdo/bHCuxhinhTjrb9XssX2l9Nx9AuX8XCrlQNSC0pm5LtuR6lmMdinp1eOGsrpNdycahhV56j0sajWqxP3rjW8JVqgbQDcl7nSh+nbkNuSdPZx97yEgYkDjDtmM7OOX/+gldv3vDmzRvevH7Fi5fP2e0H80qkgfNBuPv4LVfvfsfx7iM3N1e8/3TDtx9v+e565ttPR26WyDELiybiEAElzwvHuyN5WbC8AOVszFzud7w433M5JXaDcDzeEsod0ziREoxjYJomUgpANjassjAMgkhiKcrxmDnOC0hmPB8QhCUvlKLEKZFiIsZE1oxEIUgENcrqZbF4/awLqqaUpRSY55mSbVxjNLBXRBmjoBot1K5kr0silFSJC0zhRMxavmRLng/B8k6KGlFByWohRtWK7x6P4O90mWdT/lXRbB6FQYweeNbSwHoRZ1Nz40EMqfP44AQKrkBTCRZ8c+3muOo2ByI4Y1dx74c40BCBXJmG/fBGQ0y1EppnFAkkf+57dLsKUtTZwoI7p8XDQgtZPafKgaA6hW4gImSjR4/CEIMDRls7xC3VtIHR6BTpBjJLBXLBgSQQtBHotbXWrPcqCBZGFWNYk8+xxHJUG3il2BqTbMaeIdk5Zt3JUAShEEW3jHW2YFfjEQkQljKQjx6uWY5c3WZ+dfeedx9vePXyjLdfveLl8cDF5RvieEEYd7z96mv2Zxfszi4Jv/p3kkR2EdvnPlzx3dXMbRGOQNHAoi5PeGz//gGl+ak9vzcg/ej2V1YS/grtMf3oIeX1c4/9oRCgv3ao/OeGJP3RYKy3MfyJrR+bh4DTqZfqKQ/HUyDksXv3/97cn5/P7P/ZA5A/ZnK3cJ2/chPxUClMeU5RmKIY4IiFXQzsk3k/zgZhNwZ2wSslR0hmSDWrJwWJ0WXsCgPq5OldoiGIKfZVF+h3uj/Xs4GHB62Jnz0gMB1Hu4Nbl41OFKUa+wgWoyxBKdGUEAvBoiXah2hK0UrFKw/sRb1C3PX15MBcglFaOjAqtaBg2bI8qfCApXZ7vxqrXse/jyNV6QGI30tB4gpwTlvp6i6IunLlIWPFPTUle1hbLiwL5FBcgYIS7B5TEPOEZBxcVc8Hnitifc0FlhxblfqtViRQ1C3P0tiL6vflAQG4Vrs3QLRoQEkgE4QRSRPD5TMuX73i5as3vH79ii+/fMvZ2WR5UCN8+cUl5e4j3//mf3L76QM3V5/4dHXNu6tb/vDpjm+vFr67zuSwp8hADsVCZEpmmQ9oyeY9DJEYB6ZBORsXnu8HLveR5xcTzEeulyP73cTZFBiGgXEamaYBJVNycG9OYF4yc16Q2Uz/l893DMPEIR+tMjqJlAZSTMxLIS8Li8KSM6UcESKiiymMeUa0MKRETIEQMtNktUfAwHDdYLJ7z3JRAy+IVUYH0Jo/4Qnn0QAHIiQP8coLLAGWLBAsQTp7rkQ9V0SYxoGcs+eHWAV2PH8hOigtqhQpFDGFuKgyxISWYmQI3VrGC2Uq6zrbrKOTqV+cXlbcg2YhVHY9N7k0uWebpy8ObG5qsL8ZI6D9iOYNkFZnFDNvoLBk5e44c5xnluq5dY8L1PCpwJiM/GIcImM0kJEdrPRhTyK0uhwhBENOahJ6DsqSF6QaWwgWiqQO+nD4pWs4p71Xy+nIOTtQME9bDIEUA1Fs/LVkSlFSCky7wZ5DFYlWRypIoZwk7Ysbc0IQypyJKVFz+EKM5CNoztzOmbsPd3z36T3vP33kb3954O2bhYuz58Tz54TdnpcvnjONO3bTjt/+6n+YVy4K+ymyH+Gb95/4lDN3JMv/c8PWE3b1R//+6DeKAZtqRDltT2x/Fk73+Pc/G+3spP3c8jP+XADkx5z/FHD6c3ih1oiFP631YWl23YeBXR2/x+qQbOtJPT1Oj4VfPXT/n0v7yQFITz/2Qy6tUxT56ICbRH/0nk8h5cddog+/xD6ZMKRo9T2CUe2OEYaQORuU/RCYknIW4WxQzqfAlMwzEsT46uuPM9J2oRRbalxjOvHn9O0srEb2NgRdLzf/fgiNN2X0idhR8XE9de3Zx/vVRWtHJPp5rqwgQK2TEIonBFsifgxOm0ANjOYAACAASURBVBnDk4n2p037+1d9utv06zipaGf9d0XfPSJF9J5fsl/8uWO6WSvB28vSkqmeqNoJ8fdJC8tax2Q9ygEY4knBuDXWFS8tZAoqcMxKCK66BRrtcUGsmF62nKPmoXEgXghdfoiwlNgAzcYrreYZqc8WwqqYhVgtwRYiIyLO3mRjvGCsU4smChNhOEPjxDDtef7Fl+yfXfLl27e8/fILznYjgYUhFM4H5btf/zPv3/0HZb7j/ccr3r0/8uFa+e33n/hwWJh1YpaJECcGgUELZblDl8woyjAGxhCIYqF8Q8xcTPD8LPD6+Z4pCp/mO/7uF6/Y7QaGmDx+2BKJi2aG3eCGC+GOTECZYiCcTyiBUmZyODINxt6lCnk5Mpqjh6VOaiykCoQ8CEsWlEIMoVH32rwygDDPuduETJXKS2FMmEVCauK5Ms8LIsU3pWDx/L5uY1BKgqIJ1cBhsdynZSle48QILVIaiDGiGjkeZ5Yldzi+MIp7Cop5KFR6j2ZGAyRZCSYaG1pdqKGSPHTrUbaKZAlQoUbNkwoOQCSF1SsnHQCpE9VDiWqnci6UecGK1Yc2NtkXYs6F45y5mxcLlfTcKhFjN9Maxx4CKZiaXL3YVQZF1uT0FpAVhGGwXKAhRcpiOVrHxajqzJtVyMXDxWIClLxkZAgeLrnmnVRpEAJojBR1Y49aQv2YIuPg23Wxfi9LIUphnCaWvIB4/RkWhjB0MsbeLVjhwyENRqmuIGlEBRZR8vGAxkCeTZb89g83HO5+w93NgS9fv+TyeMV0+YLp8g3jIPzil18jQVgwZqEUYbeLhKAMnw58f5chiDHraVnNaFqNZZa/tNYxUstx6mTjJicxrGF2KrjMdTPcieL4ICip0/FEGIduX2meKfgsq/Njiu9TORibfIQH9I/HrOafG/IDW1KWJ/fNz1RM15Db+/f/nPCg078/Zel/rH+n4Wk/ru+P9+eHcmn67/txrTkoT41vPb+/zkPhaqeA5bQvfcRBXyPkqfP61ufLSFkDS3/q9pMDkJ9z205+3FporQqYFhYgZn0akzIFYQrCmIQxwq4mnQfzfJyPgbOEudBDIYoptJE1gVxcyZSw5mjY5G/IZNvZDox0f3joqf6UEfHbqOc6SPvRE8G0LghFA2hLCjVrGcEsmUMKJIGYTAFI0eud1AJw9Sp6sqW057W2Ft6zP5/mOfQ/GYx8xi2QFYAo5hXZPsf6mN1e6KGi9ZqVuuDhTedUNmwE3j1mIKmPgJBt43bhH834bcIXY0Ir4Ixg4kUqPbRFa3BXd1z7ZMcU2ebKiAiSasJwzcNZY/CHytika1hMpf0VEkUGhB057CDtGc8vuXzxipevX/L2y7e8eP6c/S4R9MhugKQz73/3DVdX77g6XPPt+w98++HAdx8WPt7AXYYSRpREJDBRiCxEWQiDEkaL0x8TnE0RypGIFfO82I+8fn7Ofggsxzu+enPJbj8Rg62jGGw+7obBk/wLS57JarH2aTcgIWEFIJVjWRhjAMloLsSYSINZq3NWgpbOP2lKZRQhJAvTqTkZdQMrZbGaJHguhIRGNhGGAVHzhFQPkxbra/Xu2t9LU9JrqKKqWezT0UP1Is37JQIpFkIU8pJJg1JiDUG0uXJYsoEZCirFxU2tqxOc7UzXED+fP1YZe13zPZmHVDP/ZoZbi5WUws9reRyheilPCvEhTo7hm3Gw+djPYXV5tCyZQiHrQvEQuBgiU0oN8OVsoXeCJU+ZDPBcrhy98KR7XnpvYVHKfKTMR5ZmhLHQrRAjEiwUsBTL+ahsZToNzMtMFgs/LeUkQdblnPizJIlmlIkmJ40AIVn4arF9QLwOjBkFaj2g9Zq9VHKMSFDzimaM3SzFSBgGC/1TUAksJfLd1ZHjv3/D7d0dXx3ueHa45Xh7x/7ZS8bhjK++fEtKkf8YEyUo8u4d/+mrwG54T3x/xbu7bOu4Cn96Jc7kkYqRQVjO/aaEq29z2samPZPanlJblcfrPHh8nwtrZr/tZf3WcVK36i8e8vO/2s+2nb775u38M7enEtafOv7n5hH7Y9r/7wHIZ7/EB1Bz8I0/EBiDMqbALgpTpP2MES52A7vkHpDBckF2yQyc6qa/4CFGFk1Vk7bDmkx6z/OAa7a+uVcBvOoAjz3xU86hpwaA0oWLrN4P79djC1N8O/RdtXlwHGSkYN6PFKOzYQVTpBF60NFbpnwQHrVMmEPKvi+6LQpWqW21KnZaj3efQb9x1f765vmw56he+wS4dOwa2v3/tNXCb1X1UtwyaXZ3RNZq0DUcqjQdV5Bim3HuFY5iTDj49ZqBO6gZQasuINL1reasVGIDLMQuRAgW3y6aWx6BPb54nD0UGdESkbRjnC6J+wv2z1/w5ssv+ZtffMmLZ8+YD7fkwzUpKbcfrqyi+e1Hvv9wxTfvbnh/A++ulbslkhFkEPMoEogFpmRgrM6XhIVeTQPsR5AlM0QrnHZxsWc3JPR4YDdYvPwYQcnGtBbXuUJNQC55tSSH0RmiLHlfgrLMM4gwTRPTOALCsgRiLKz2ZleMPV9GCKgr9PO8MM9HwAoYZi2WI+P5D8OQGIeBPC9QDAgVdEOVHDwsyN5dsbCvvCASSK5Y58Ws7nmxuRXC0EBy9M1r1kLQ0hgqarFLDZ4bIYUaLFQBB5jSV9nZPGJvA2LroG5tzCcW0LBdK8DK1FWBhk/Ckm2+q7tiBDE2Lp+Hxhq2WrEVI244zgeOOVOKzfs4BNIwEFNikJq4XViWwLzY+9CyGGAJwUIbPbQsOEA0pjtp/SzuvVd8mTgL1iAGBpMIotKs+sXzUpIkshbzgpRe5V7lluWBqBMj2FzYT6N5gFzmWCidUxJXwo4AyXOG6mZgS3UdczNSQBY3dOEhawKqI3DkKEdmzaADV3Ph17+/4vrmwNtXt3zxxYLmhd35JcN4xhdvXiDDP8BgYOnq22/h+TlRYPp4y7vDwqH5s6F6v6rcVF1z0h7en3rL9Sqxci9zQ9mwvYXwhI13453bAuKisTN7PR32UmWgeQa24byn+sKm9fvIeqHue7ad+gu2P0WJvQfANsiNP83W+RM1EzvhHj3vX6M9FIL1UOu9Iafn/r+t/eQA5FSp+2xkJw/P7z8dFD7hTrSCAK5UV4pds9pPw2DejgD7KOyS5X+MMXA5GeWu/c2odldWK23AI1ALDbqS5zq95Z1WJfG0r9r61DacExCyUQZ803nwGR8Yi02ITr2oC0gDCO4lqB4RWOl6w6qki9hWXp8zilWKjrWwoScr1kRp56raAI8t/lg36v5v9feaLLvW3qgbXvZHUC/qt+ZDYBu5D5SrKXSPtt6ruI1XVzWtDrhoZcxpo7gd5/5ilTVKIKi0PBQB0EzQGivv71h8LoTWXavPUOmYkeYVqbZlK3LncfpibD3aXVeVNdyGgoixEhWEUMTfNUixPJ2q7JkS40X04jmkgbg7Yzx/xsXzl7x5+5avvvqKF88u2Q2RY7khauZ4uOLd99/y4cNHfvf993z74ZYPt4GPdwENE3GIDKGQghoxAzCgJClAJiYYYmHvuVNjUPaDEgdLaN+fWWL5cjxQlpk4JlIaKSU3gGU6bCVUEKIXRpRlNqAdLPwGUctLskAcEDHaVfd4RKlxunWO2DVLLI1uuTjxqkQIGDtWrIBdAhIio4d2LfOMeVp1pXj1PBBLHrck6ZgiqIfqhWghQ54LUmJgTkLOzlBWCjnbepK6poMBOTM9Q85CFltxUQqZbICkrnOt83ilaS7dj2FbWQVFNR5Uy8Nm/od2XKOE9MTzZTGQV4ptslEMABDUc858tYk4LW01DtTck3o7C2sN0UKpCh7iGBTJXr9DLGQpEciiHg4sTBI9HMuug3uhV9XUfhe0q5VU/Pq2WIJgyf9quSIxRe7uDhznmSEEq+kigRw6GSu0iLaipRm4tBj7mubFDQNW/2W1nOLgTH0/ik7vS6N/XpPb7T5G/a3G3ifmoQgSEI0mA0IGDUZowMChwHcf77i9O3J7d8eXX97yYn7B2eULht0zXr14Rgh/byGJy2LvXgKDRNLVDZ+WgmokxMA4RYp7CYvTgBdnEGz5dM1i9XB1asXotpsBqfdOcT8gWGTdP0pZQ0+3ct1IILTts+u+81AfLHyuN5JVyw4tBLE9RweitCnnVUI7zK/MbXWP9Q6KrMduR+CJcOlH9ng98Ub6Ldbn8/42w0CD3CdI7R7o8odqOkcHDsFomNunR5Q3Hnwprd+ne/4pg+4DV+rueYoJH+iAglAjW0K7b72ELbO1JEDbx6X2cXtHe6fNctP+Zp8rW+Sq67Tw0jpWnRGhXXdjjN4C2Y1+9CT6e0Ax/InaTw5A4P7i/mw0Jw/8+09CIA/HxvX2PPWNLQUrJrhLMCUhJvv3eRTOk7FcTdFyGS7GbBbYFBiCkmS1d0dZxZanIXaP0E3KZmm5/+jIKjCggoH1oM13PzAC94evn+RVcPTWjjrV6z1tQ7aYbA87oJiyEXwBYfHa0RUn8c4Wpds5VrHeNs+NxWUVSjX8qgko70svrNaNqlKr+r/93Gbx8E3gRHyeSq/NxlPv/ciw3QfU/Xe9VU9p1l8RQbLbmqWOvYEGw2r+bFIVJRNc9RWU1c1h11X1ZwOVDEVRKQZgkJWlDBq1aCQQHHhYLLxVkhYHJ0UCmchMpKQLZJwYnz3n+Zs3fPHFa968eM7FFAjlSDks6PEjN7cf+fDxI7/79iO//fYDf/h44PqoHBWrWh6j5wNFJgx4BCkkKUyDAcIUlSiZ3WAVrYcAZ7uBxMD52UQIwuHumlKKj2VwhS653DfmshjX8KXaQs4gNs6utpqSGoQYBvdKhuZ8tFj0ujHV6W8KdV5qIJIV6cwIQ/CwqkrHm62+SNBCmY9oziQPryllNjAYom2LySz1glF8BwlEjDY5tFBNz9uRgEZx4JIt+VkV7ZPOW+E8bV63rNmSunEPgHsGjXFtoQbxgdbTUaRRP2/WRwf660ZrzT0H9e+bteIAQ0GL0RrXs0K3lpqS5ufWmk1FM1KEXYoUja50m2FryQfyXFjmmngeSSkxJKPd81fPOCSGGDFaczcUBQupq7qgyJqbp6oEAlGiA3cbxyqXUyykIVGy5X0gRq+sgnnOTuWzGJta8AKMy7KAqhMgVOONUEoG/5EgDGLhZQDDIE5w4HlFTpFsuUMmS6NqC/PLVGIBCxcOEpCSmKGBGdhxKAu//fZ7is7kbEDjHCHuLnlxcYH88m9ZlkyWRC7fw6JIVIarG5YM025gt0+EpLZPqOXiFPVcpSrTXRFWcQa4Ey+bPVNsLG2nTTtPtjQ5aNdYHqVadSIFVnKCFdzWCkcdyGmRZO5F6jbdvCxNAa1V4mtR0AqA1CrjGgDz/a+G19Zj+9qfQmdMYwWTaLutbwNSWWHW8dCqENMpu+vo1L5KwxnqYqLrQKtRVEGzPXVRY7msSjac7IdOFLGCs/pdjSle+3gP57hRuo79RqnfvDlOlBe/mCvxZuSsgEo7OVJvvD2vDquiDec1lkvfj9vTPjAFq1zbXF9WA9BGe5CH+s/6busOf+pxOhmnrV3zcR26Gr5/Du1nAUB+vm1FqzYti9WsiMKQhDEK01CYIuyScj5ELqfIWTIPyJgSKQbOh+CWUme4UqPpDazW5FUR//zWT7jtou3ky+l3T17v8+//UGLZ5ob9pSrweODHYq6Vh+IgK+PUY/GRfWhV7VML25L1+813anUB+mSuzfN0t8lPAOGnkuV+TNPTDdQtZCJ4Ea9i9L/0AEzv/T9ES+Zsxg1ZAYht0p4J4sK8RJuH9QQp4puIe6hc8RcRV3aVFCzERCVQJLEwMstADhO6O+PsxXPefPkLvnj7lov9jl0QWGZK/sjN4Zbb6yvef7jid9994DfffeL99cyBBMOOyWPkxwRjKAxB2cfA5FbliDAOQDGiAsBDwpRxGBmHxJQEJfPx4xVjiux3Ow6Hu80cqjG8j7GL9HG+m+8CxMGSd/t54x3pjvd3UoFlVaiAavo0JdXeRc4z87wqVyklCxMaRgMTsu5fU0rkVJnoLPwojqkp4+um5rKkWJJ3iIHiG7n1JRKiuTcMvGeL31dTFKoXroiF9qnX8mnWv3qXDgzEbrNv27waOGs00Eh1dFK9kzUJvV51HE6Ki636idcCWVfAGv6o5qVQkFIarTDVu+pjaJkewuK1boJYPaOUanHHQD4uRArOmwFa2npI9dnUgFn1ltoasVwMqSA9VpmgLMdb5vnO7+mgygknWh2dTh6JV1Ufh8g4jhyPR46HQ1MMgxgQScES1DXZ2onBcg6N1GOdwwAlOWBBIEZEgpEUFMsVCoIzs3kifAgwBJIM3VRWK2yYC9++u+Hu+A1zFl4pnBdl3F3w8sUz0vBfzQBSTJaUUAiiXF3dMUXlYgrszpIX5FxzffJpBXmFuSpsnSW6ToDm5X5C2eonUjH2g03o1sbbYE/vc7euYbCQMQ+H3B7c/bPmQVYAErr11q2/k9zE4iyH1TBmHsWVwbACMaABM+2IC/r9b5VnsMVra9j0qsyvLYhsrttHEAxJNsBlY+RjvaY9/Bpmp6dhblUuUkkowHyIW1X4dB8t7bxeENRX0xcf7lUOnxM+dtIhNakdWm+4PbNO9m6M+h5J99+TOlD/TGCWjXbrk/MePKud+NQRT7QfOOfEg/JTtf8FQB5rXgQMMEsACqEQgsWT70dhnwL7AXZReDYNnI2B8zGyC8oY1Sgdg3A+DoizkNSaGDUUqbh3QB6c7n7zH9m2XpQfByz+2FYViw0K999BxPMJpMUq139XWt/q4egXdZUhD+n2tmGv350CFQsTcYtNWQUqDlBayBXdPZQtcvuB9rnjeuq9ObnK6dG4kcWTu62DLaRNWRnSXOyaNXVlS0LMMFqbKdQWPqTFLJ8a7Eew+ajBlEyyODBWT341xab+ECKLDBx04I6JHM9Ju3P2Ly74+m9+yetXb9iNAyOFSQp5vuZu/siHDx/57t0Nv/7de779dORqVpYwEIad0YwGmGJhCpmzBHsPWYyhel0CkWKhU6xhJylGhhQYRmEcEh8+vCfnmfFsTynFLNzDgCkg27lWvOhbP+cqAHkI9DbvXfC49Tpxing4Uz3GCgqa9c7ehUCzIC6Lh26UDOpEA0CIkeTEDDF4kT0wWRQitQp6VRbMs1i9PH1ek5pnpBYEVS8uWIrVjFkKlNKoZaNbyVUwRqeSyepzwzf74t6zVrDzniXy/kauguW/qCUaV4wiMXitk0Kb7N7ixnKyFSidzdLv4aqABJZsNTJigIQgMXQhWmaMyEHJQVk0+FywcMQgmRAtFC3sk4diLS4KlKgG1kOtRxSrUqDNehkClJJZFnsfQxpaqE0umXmZnQmN5k0JXuEd9VDQIjYmVv2FPC8clrtGD2zgTNqYDUNsYAa16uuDZM73O+4OR5vjWZFgLFpBolHuagGnF56XwowXVJQaAmXjF4gQoWQrqGl1hoQQJ+a88OFqZvndN9zlI1/NMxcXM7tnr7i4uOA//2//lSiBb0oBFsYEsWTyfOBimHixH9jtUlszvQekVI+DeiHWCkBObFzNANXlfjzU+nWhbZ5ulfp1Zq0AREvxeRJW+fvQ9QWodNneSk5tn/GdvwMgqyejUOsy4TWaqrfRPvfGidrfej71eBf2IVhUQR+aaMMimxpW2gMF2ACPWbNNLz9dCC2Pcg1rtpsXl8GqzrBYtut/vb6Sy9LGvTQd38asPPbiqGF2vaypkRIrYcX6HntCleKPWBXtx/b1rSKuJ//vf8R1tlOj1fbc7eett6l+caIkBXm0e/rZesPpeQ2lPXhqPz9+yvaTA5CqDDyU2HyK7B9rfwozwfa6gmpeX4srBikIMZlVKaXAGJUpwXkKnO8G9sm8HvshMIXCfgxc7Cd2QwItpDITqsSoGxZVEV/NeuILujNkfjZGvacsPTC5HhrDP9WSX99NZtvvPs674PTCUildzXKRc/Y4zoc9HFX52FrFtsfe/84TY7vL5CV3x8P9CGEfrz5P8geeud77c1s/t/u/pZSaAtJqBFRmKbUQLIInHncbKdRwPPu95IzqyrK0xueuiuG6eRlUGWJg8UNKMaWIIsZE45ucbRYBNJA1oJKYdeA2j5ThApkuuHj5BX/3n3/Jq5eXTFFIOrNPBcodd3cf+O7jNX94d8v/9X//hqtjYEkjeQiEITGEyCgwsnA2CBcJW0ujgSZxAFJjwadpx/FwR14Whhg5O9uxm0aGwdz5u92IjqnNtRpXLbCZO/M8AxaGY0xWmZQSaRzpPSWrlw1KnlGcbSgIIhYCokGd2na9fqUozjkzpODK6Kqk6LIQxGpO9NMoBEXLjGKgYwgepC/F5VEdD+2sg7RQoZwNZKUEeJ0bU1DFGJ8wr5pN9tySmCVYoJiPOlKs3ox4cnAQ2eybJyuCOdek9XWzrocnVtGg3ucUoYRArYfRjAGsa9XCETtlqbLNeX9iik2R2+3MYzTPC/OyoOWILkp2kDrGiCSQNHCb5wZGo1dYR2xtxJCQJNS4C3W3omAewVipfgONXbsCzhiU0dmoSpkZotWLkTCgGGWwzTt7B0MKDEMyxW/OzPMCmAKYFyN2VrHcpmmc2nyNMXj4U2G3s1okpSh5UI7HI4drY/zK2UNfMWrcKJF8nBmmkVyOxJgY08C8BOa8WJ5Q8ZyhEFhytDDCIOTFrNE5CvOxIGmi6MzN3cxvf/d7uJv56m3h9pi5fP0VFxfn/N3f/z3L4YDmI2U+sBsic5mZb67YvzrnLAlphBBN4y3FWOVoJCGgpHVu9HIee7dINcNswWpvga9ysM3BByby6pEInaJdc7tcbj9lcOonPCAe7qmeK2a5jasXsQL4okarXjwf8bgY+K/eEXRoxo4WCuaAoVQ6+WL7qQHaaEA5jUBHYrPpXOB036ytVCPBA2OjbR1yQu5iBoqssrJLohvAUjrQVJR2XFHhWPz7UpyKvOtPd/+cM6XYPmeg0w08Lj82hVBjaJ7W4iCtBY9qpZS39bXdl9f3oiiESrShRM+5649r4ydsQF71sJdSKDmbzLbBJwar9tb6syzdfsXm+RfNtqeLzfEQV1235K0e03u5Qlifv24w9Tmj043/WF3vL9F+cgByqgA/zTrxuAL9VHzc517TzlsRseN1kkSGIEwpMgzCVPM9BuFyDOxSYJfgYpe8wrkx80QxxWZK3Qar9cquGGy6VifK+knaoj99pvU6P6Y9NYZPW+ofv07LmQidoA5uVfeY4yJuOa4//oA1Nv3BFqJbg9Zj2sbUnXcaSlW88F5tG4YqHgNnnZXkL2AYeDTkx7PJQ7B8Bi3FhSIED5uq8a/NVY4iFPeESKNIXZ/XhadUQb8dQ/OVVOuYfTamMpuP6sYRK3AZQQYWBhYZOcyRWQbi7pLx7Bnnly/45S9/wZev3xD0wMSBMc7Mhxs+XX3g9999zzfvlf/+q284MsBub9bbBNMo7Cicp+iV0AuDFl5c7kkiLFg16bZz4fURiKQwMiVLcg0oZKVI5+lq73X7Hk7Bq21qpW0AvVekn2N1U7JC59KBwTqKa35W2wR9DOv4IqZeW+X1SIzR9ZZtn1p1b8GoRjv7iin3nrvS3uDaUgwNYKq7ytpc0Gx5AX6WhVtpi5cXweeWKch2DXG2qwpc7o8jGHjt9breKKRlVQjrmyw+72q9i/V9bVQfz5HqWyczs48xUObFPAWeP9RsOWpGJfMqGJg5S5XVSxHJnbKgaDlu12gnZwNW4TxUmnCx2kA5L25gCf7ObdxKnjkc75BoQMNomVe5Pk6RaTQAcqszmtVtwkIcB6ZpsqKI48g4jpRcOB4PFIXp/Axj8cqkKEgKzHMhEkhp4LgUxhiJKdn5w4BiSf7XdzdcnJ+zuLKXRBhidPAaWebC8ThbWF1I5FKYNZs1mmy1iNQ8BUUDy6x8++4jSOTV2wjf/57nr77g1asXLP/wD+Q5k4+ZOWdiEA4311x9/MTr51+w2ykhzk67DJqleb5tf+jmgyuuZmASiqzGu9NZsgEgvXEMtnsDuip9vm8YbXVpf6v7Wqr1dx5pvbVa3WNgRge7hsli9wRWD6qr9bmYd1fF3lOpYChLkzMVtLQwrhqJpRZmGWNsHhDCAJ6DKWELQKpnrnTGqM13rTkJQgeIVjCkXhfLv0OselI9tmRffzYOudR+V12jhh26B6gpxFudyFgAe5leZTwc52WV0w3E2OfZ1fh6j5orpAhL8eK+LhvV6yRVIKEulwq2P1RAKCobZ0Ypa9+KqtF92xUJmAwfAqw0oDam1H46EUMlGRIpm+oKtqsrORhoMD1n6d6NX287m5t+YODc5ljoa5Zk8573QOenaj8bAPLn5Ff+QSW6mwvr57oJm9IX8GrmEhjHZCxWgzINwm4IXEzRAMiU2KfILsL5FNmPgV1SYjBhrbHGDq83dMD+qOItD3wS6ebwX6j9MaFam5yOEwAi0QrYqecS3PNkOUJ/6K6KCfG6+HtF8OmfFaQ81EyB+9MH8seM1Sn4CB5eUxNsLSnOeZa8BkEQQUrAmNfWudI8hR7AZ8pdtcJsFVn7kbXwYt1wWu6HRwP3Ji83OEvwRHMC5EiRxKc8IdOe8eyC3f6cl69e8Yuv3vLyxSWS70hxJskd15/e8+n6lu8+3PIvv37Pr7+95lAiMgopwBDhPAmXKXIxCs/3I7uohHzHlEYuzneIBOY8czgeWObcOpiXjCikmCxHpliISIoVUHUWolJagnn/xnvgeupxrdSq98dRUSme2Bs7pTk8ahit71p0JUUOft8YIAUDIb3sWwuzViD5sLfO5sDG5Np+VfrgfnOulnzEKIUlVIDUPyuNitfqwCio5YJIY6fz2zUFynqUpEOu6GajVorFwGOH5Fr/RHGPwsPbkGKgsraVccrfYc5ELNRqWRaCKgGvuVIz5AVqJu+ad+ZjXSwx2w41dFhwUwAAIABJREFUIDZMlvOQvdp4TWC2DqiDD8BDpAQrzGiPXqihDUbJa/kl5t1cSDE10AKFUDKUGbQQJTMGJQypHZeGaCAxHwgq7PYTojO3d7fMh4Xd2QUxRg6HQ5vLpRRub6+Zxr1Tmiu6HJmL3X8MgWUIzMdbdvtzDvNsHv4YWMRUngBIMe9oHQMNzV7rCppQNMIiUJTbu8zv/vCO45L5+pdw8yGwu3jJ81cv+fo//QOH48JtPnLIhWGCb775nufP9/zt5SUX02DhnSLm2ellflfroyrcbZ72Rhe2Qn+zq3QEG7AFINB5llGWXEN763oK0AC/PLzWFazkfdhctxrKmrqnpvS2ROQKQLSGtznxgz+KsaylzbEbeVSwvlH3X9tvg0QkDfYu+3XQnn+ljq8Gjc2zeBPMq7J6QKI/1/19t/kJ6wvy3CFV82oslWbZf1RriLWwLMVB0kYV82G8n5/S5kZcw9qKuvHOx22Bzd6XvehuKcqcV68G+DXdiLl6n+ydzfPi890BX1nlwTqOFqK4uDypfZGatF+MutwMV+bRLiU0D1bRCuQ8/LE35OQa1VA6anQbpCrn11enzeAonm+Mh77Wd6taKEEAB6o/cfvJAUhtvfX9IWW1n5M/pPrJyUFafeX92SeKsPhLMxEMUcVYqwSmMbAfImcj7KbA+SicJbgYhWc7++5yDExJGKJVQq/BFhKiu0xXRWidKNIEH+pd2lhqtk++sSp2iWj3mi/Cdt7GvXhqFd7e9L5yvoKnjRVlPcFChOqmb6ZVENuETS6vFkPru96/zqb/6upxF/+7Eb5+TB27/hHavx+bJeXRYauP8+h3bRz8/48pnvc+i1dpNoYrc5WbVSNIV3jRLW84KItE0DX2to/DtUEw4S5FWWansax8+NXKRvGNsRbKc6BSQbDYejOPtvpmi1tPInOOLCRUJnT/gvHigv35Ga/fvOTrL7/g2flICjNjVJb5muv5hm+/f8evv3nHf/z+ht9/OLCEgTQNhBQ5GwO7AM8G4fX5xKtnExf7RJlvKUcLqTIF2fwGCxYWUEphWWa0FCtYGcyTMAyBmIIXaAsUTcZAI+s8ypWhii4Zs6jjLgOCilv0xPKyLIWjm1hKdRH4O7LN1pbkmkeyTu1qWJEW8Sd4gn9l34qJGEObsn0+lPra3wBpre+FpuzX71eZWcFujdGuypk4PXRdop7TszIemOJVnzdU+SQEF1/aJ312RgHAz60DsP2u5qRV/SNEt6S6re6xdi/uvgc1Il6o1cTNsBu99kNlLVruGUaC0HJaBLO8Wgja0mTKfLeeVyujN9BjCTluMIDg4VPVctrfL6Xkc8y0ZaN6NnA0z8XvO3O4PZK7KubjEBknqyqz5IUlF+bjzNXVJy4uLhiGgRQjd4cjd4d3xJh8PykM48g4jORg9XrGIRFCcOXLnhMC+3Hg+vaG+XDDEBMhWm5IiYGlKCVYDZNlKRwPR6JE0giL4sC1GoaiGSkyIJG5LHz73fdoWfjqFxlJA2fnL3n71VuOxwNLvuP7XLhb3hPGPb/6999xfia8+OVzdkMwimQC1YprynpuhpXS8ifq/vl5CtSpMar3iFflscrUmgTez+8aCrgakmxWb+alhC0g6uS05eN3BTXdOLBSD68KaV3fFezbsS7HO++DHeOGKDdm1T6GEJEhOZOa3Fc0nXyq6h39ptfB7bae198eStZRDG+8I+1vGKBXRYuHotaQp/bTGwtTp++dyLzOA2Ngaz23yClpwQrscqmyWr3PDlSKMmutLaRtHKrhr885Umruk4OYpouso1U9XaUZS+szmZ5RPNfNuAsr+DAgU5x2ei6FNbyu30cEVfNMaikeZt3d38NT67hV2vcKegSgZ2wED+92mf/5NtS/WPvZAJC+VcvhvUFqurBsjm3H19bTAQHq7CQtVEhqwq5tgkGMWldFUU8QHEQ4HyJjKExJ2I/CboSLSXg2Cmch82yKXEzC2SScp8oaVGslrBRzRUNTirVuzt7dslkouln8S95KTgndM5Vt0lvftG31/tkFeP3/NgRJNxt7zclYB3z9d/Lp0gydgtf8CIS0/o1gzyfRGJxSqu4/hxWbjm9ZMKqF0izO6/vXuoD8+ar1YfPMXXflwdHR9t9DzeZRfPA7oIv/hFOA/NC1utsS1ZhyjHUnUCuMDyEwxOg5BCCy3j/0myJ4aFmdK65UuMBblswyZ47HmSW7AF5M0bHHNVpRswqZIMuqFAmmWLVxcyWOyKIjt2VkTuek/XPG80um3cSbNy/55S/ecL4Xot4ieUEkc/XpA9c3B/7pX37Lr37zjjsdIJ2x259xvp8Yo3KWCmdD4eVZ4otXZ1zsB5blwFJguDjjsMxQMiILywyHRbHQq5klLwwpMgyRwMI4RYvhFw+LiYHkuQ7ZlUQneXJmIas60VzymMVRtKzsWCqUBSpqWJXKQMBi1M0L0oFpKZST0Aw92UiqPFOnBgZnsXJvmKpaRXXPJck5o1UZ88lv+37osVC7T/X0GKWuqS4NBOGVs0ksuhD0SNu46np3iufFf6dQlQ1tVKAbOnLdKnbFa4g0pav0azNs5Fq3StZYa6qBZj2iRi+0z7FX8CC3sMliXr1SKayB0Ifg0EJ5NEuj7I0NeK37hSnYrmhS2Q/rWhcH9lb2M8V1+6wJsDXevsWza6VIDtVmwDhEZpScF4tND3Yty+/AgcjAcRZubg8u84RPV9c8e/bMcqcKHA5HlnlmGBIhWYhXSpHdZHlMKdWQIVv3FQQhmSlFSlmI0ajhhUwYAsfZEn9DxJLvU2BeMooQNCASCUhL+l9EyVJYiqAlsGjiD99/RMNACJFIZjx7zhe/eMX11RfMNzcst7fM5chhXvjXX/2BZ5fn/OL1OWNcGKJdV90DK1XwUwHICtDl3nzcaK6bebYRx74m6+zYFKptVux1slalHnk4jHa9x/q3msxv96vhS+uiKb7ezRK/Atk+pEcrcO8Ua9p3DsL9GRp1us+jkMTZ0NLqBak9PQVQXbu/M65/sb7SGKbMILbWYumTyfsxrWFzKyjrQAg0Rbp7OevdwyoDe68+qhS6cetkj/3uPf/SgFbJFp615str8zqjTkfd9fVeHks3HtXjWIu4lg4Q50YpXb0f7hEr2oBEzXdZWj7MCjwbkCk1D1NZlsUouesYE6n5iKo0YEh9vb187kMSXf/9LPK4v3D7WQKQz2kP5X782GNVqtHXt3q3/A5R2EVhP0WmIJyNibPJPCAXowGQ82RhWLtBPN+juOG/WpBXddmKjvXCsttIW4FBbUgaP9rKHq6Ccg37EEvc08eypk8WsZ7OtKdmXp/02S22+r8NIOyUGAdwtRqvRMzzccqqeSpgHup9p3Qr6+J5yPV7r9U+PviI9m4kPjxn/pgQtM+5TvINLMVgRfQGq3URY2CKgSGZJVx1VSTro5gAdwpItxo3AdltyIe7hZwWYpyZl8KSlSVm2+RyaUmOuWS0CFLUdDTFLXCrZc1qewwcSmKWkTidsTs/Z9qNvH3ziq/fvuZ8isR8BL2llCMfbhe+/3jNf/uXX/Nvv/49WSaGaeD8fMfZFLjcB85G4XyCy13kzfNzzneJOWfm40IaRm5urpmPMylFVIXDwYStqqKeODwMI+OYSHFgiDSFYVkyRS3nqlqg+vchvXAutun0cqHOsWBJHvVEz+EQpFSQYJtVPOXZz3ljGHlqPtRnqqFItI2k5hVk94T04VeVRnW9Zj9XHqrcuzXObAFxs+W0b7ZGiwef4/SZuueqRC4tH6sLnSnaeWpOrhllayrogYvI6dhtqaijnD5/tQQLsQMHblf1dWCMV42QUwIySKt30j9fC3f0fzvvWPf8HVjyroSwnldjtGu9kV55jTEyz4FSMjFVy3Vo7/04zxZWJoVxiEyDpfIPURiGwYoZxsCy5PaOQ6hKpwHlu7tbdrsdIQjzvLAsMzEupCEwDIO/K89hiVbYMqXqLXKg1pR/zBOSLeRs8QKKc1EWgZCVJZslX8rA+/dXCN+ACM8lsts/4+uvf8H1+/fMtze8m28IMvLp9sA//9tv2Y1/S3oRSdH34yCEjcnH94XShf6dTNdTcFtn2+mcu2fF1j53YcuAtwEcnTftdE3fv1MPgLTJJNUudKcEC70qNen+ZH/zhdr3ZxMF0PoQWl2t6B6tNI7EkEgprsZcH6TH8lgekl79bmR5Dmsf+nA5U5zXo03JrtXp3dh7ArLqfiOPGP0MZPXAZbXuq7rxbDNmFaT13iJaWBIYhfSi2uW6KJutgdDA4vrO/PonORr3QNaJ7tTesxv0SjduW9ArVOKcvjZSQdG89qPktOpCzYD+wPwG9ISxbWOs1YBqID9RyPKv1f4/CUAe+1tVljtMbwIbIVULWBT2Y+JsgPMR9hEudpHzMXIxZi5HSzw/G40qNIoSQ7Y6H2KhD6cA5F6y0EaqdowfBY/Pc7WkY82hAyf+QPWLhwaH06Tkvm0+byZmr5ZsmwmD0tQUcSaYahikOqx8DZp8rFv644p9OVlCNTBDq9Du+vwk8Ogf/4lbrvHhj3z/lFfjMz0gp383sCFGaRstNCIl8wztxhWAoPdzodrc0LWAYrWU0IXxSTDrSIgLcbHQjZwzeSmeAIjHqSohLwbwciFns8QtizJnS3ycdeCWkTtG0u6C/cUzdtPI12/f8tWXr93zcYcut+TlliXP/ObbT/zv//jPfLzNLGHHbn/Ofpq43EWeTcrzc7jYDVzsEue7yD4q+XjHYbbidlfXN1xdWXKsqnB9c+PgyBQsUWUcR1JK7HY7L+BZWhI5KGMYELc0lc57WMFdrtbFds6qyFcL97buluXA9MrosiybWiHre9LNWnosp019Ha+UwAmR4F4xMzmU+nJ/RHsInIcQGjtXs9ad5Lj8uPZ4nwK1Vo2t2U3uTXnM52jzeKO2nYjJsAkJ1Y2468+r3qSYErFSStdrugW4SDYFue0BYqEhzepsXpZV6fQnc+WzSH/7kyfy41dc1inynudTP8doYblDDBStJAh2Xs7Z8pBc8RpqAnRMxGTgeIiWY1NSohRjBiq5IERKtj0oxciyKHmZGaeRGEaO89GVxsG7LB7auLLwBJGWNCuAjNHoeX1+56gkKSyu1C5FyYtyyMqchWWxPgB8/HjFMH1LGEaehYHnzy/55d/8krvba+4O11x/fE/RxO/f3fFv//Etu91rL0IKqXhNmhNZvdJmn8CNB2XxY3vkFhyUquQhVqG+U7KxobB9PdA8ZOFeqPLJncPWA0M1IBXFKT/MG6vCsgh9onWz+KMoGaX4OqnX8fVdQyI1OAWvgc8QA9M0GBCJTt/d9UfEQoHWz+swyclw9eu4qNcFcst9zkPrzxoqba3o6gGsF1wV7tLyNlC1mjPr6zgZR3vmNfS4XqdQOPWOdHK4Xlvdc+yhpiUXerpe9T2m3jprD0DUPZc9IOye8YRp7SRghdWDsi1+bMxuHZBUPKeqGnGqJ0Qhd0Up70mfTh/qDFL3do/eWKUCYpWOFh6P9vhrtZ8NADl1bdYX3kKnTn7CZkE9hPbu057WVl1WiiJlIQaIFIbBWEmmJFyMwsWkXI6R851wMcJZzDybzIq7i5BibolpdhernEvdhPx3NL2i9q7XU5z9wydS8IJe3nLHGtG0fG81qn0dg214wlZH31oRT2kIV4ELlvRcBcfK1KGqrKm0NCtDdUsrZbUSWa6aC4fyYGmNLYDsAVGnTMnpM8qD17BnWK9RefEfPE/4owFIfIIB5aHWNgWxJOlhjJ63EJmmgWGM7Ifoia3r3LZHUX+nHkYhFpLX3LQqTpnpCqsEUh5Iw8LosePLkslLZskrO8hS4KiK5oWyFOa5oCRuj5kyK3d3cJMDN4wwnnN29oxhHPnqyzf8zZdfMY2ZXTxwPH5gnu/IJfDf/vuv+T//9dfcLQEZz9kNI+e7HZe7gRdnI5c7eHG5Yxoi+yERRLk7zMQAx+PMzeHI3d2R3W7PxcVzrq9vTQjnTAgwjiNRPBGv2HNJtFCySiNrdRjcE5Kr0rBa/3uLXa2bUUFAdZcDhBhXuRGCFbbz6/TKe2XLApt7eVlcCZX2fS+rsrvdVY0qtQKE+l3N26hAp05WrXSXRTbXrGCotupROWX0qp+7A1v/6k8FKDZn61iVJgPW0x+3qvnCbT+hu6ec7HOlOy/e27RPPncLuVZ7b8f1ilJV/slWYFM7c0HBgyBqArnLNtxgosG8t6rQaIBN9oSahBwsZ8YUObOahnAqj7r+xFV2xaBIMJBwWBamaWpekEh0D2TxuWk5SyUXpw8OXkfJqMyLFo63Nyy5QBxIKVDyGkZkOWEFyIxj8j5l0pAYpz0lK0v33mNciRBWWWzhW/a9EKOHBGYlZouwjShLWRiiAbNpDCwamefE7Z2yLIVcFt59/95CsSQyvnzNmy+/4Prmqnk7b26u0SD8+nfvefliT4p7zlJBxoCI5ayctl5GrvNG23f2+z5I6c9fzzNQUa1dZrCv9M/bOW7EAnTnPm4MO/HdrPcO/TUNisSA5SYrTWluGoVEqocGWee0ApLXz0Gih19ZCNYYIUQlRiUGm9er13LrWa05KS0HsH+OKuPa3r/G6/a2DFVWkAAIsSngKwB5oDAwj72l2r31iTcArMBSx9HvXZm37H8tcc3u0dcoaTkXNSpg/a5o8JCpdaA3IKfr2iq3bY8pNbzc5WZPVTx3Xp/N86vVGVIqba44GHHwsnQ5qycghBYj0gardtkZSO1v4jpP2zsIFuUg41Mj/1dpPzkAeUqpPFUFnzy2FypmPnrknGpZA9FAlMJZCowpMg5G47gb4GJUXp4JzyY4H5XLSbkYB6v1EZUUvD6qezwMDK8mhNUaZrHE/c7Z6/+ryC/Nc9Bat1luRkRs6pVOUG2E3D1FgSc+d0mvun7fQIwLZctbXqk0wRQ0gq5ej0oEImwsBf0TrH1wq+wD4qctsu7EXjH7oVApORGiWwAi9zvz0HGn3/F0zkffeuUyRkuYHpORGqTBchjGFBg8XKKCjz5RH1z4e70JRBhDZCmFvLjL1xWXUgohBUq2xNVcMkvOThFqxdEA94Iocy6UZTF39BK4PUAZB+6uZm5ujxzjQIg7dpfPmHYjb14/45dffcE+QQwL6IFlvuPmOPN//OO/8q//4/cwnpPGkTSM7M92PN+PPN8nLneJs70wJEteRZRht2M5BK6uP3FzuCMOieevnnN+dsmyZA7LwnEpaF44P9s1Ze3m5oYh7RGxGPTlcGRZFpTMMCQHI9XKVtdlbnOnKXnRE4SLjZeC0VfKVslvc6l7JzGurGS9BSyfHFvndx/e1fehgZ+lgFqoXAyxJQ3nXJyJaXGrnvgzPTwPT5Whx8B5E1EPtHvGAKrYuq9MaVNJ1r9X7+VJyPmmoCtQhaX/ycDCepXecsCWWGjT+W0/zUuh3fVOc+ROFBCpctfj7P0Io57WpmiKrIaVEFMDFn2M/9qfVbHc1FMkkkJCYrTK0lo8xMkNR678VTYcKwBqlmuVQAbGmLzAnOUxpaANLJcSOB6PzPOMBGVKg/3dgYyBl0gKkAVjtesAagWvOefVyBLE2OZqCKJDOBVLfE4CI2K5k2r5ZMdsOSGxwA3KcVbykrn++ImP43ekGNlfPuftL77m93/4jpurW+RguV1Xh4V/+m+/5nz6e9KLhCwzSRSJT1lpT+eqNNn7CC7ojvUrqBMoaL9mab/764TTGa+6ZYPrvz51FrZtpyrF62YrFbzXZ5L2L5wG4V5BOgEHw37VEJEYkTZPKtHEtpbJKp9Y74ex3jVA0NsrNtZD2egWmzBUj3OqoKOG722NKVuyDnWq26e21RoZsN7HGcXKdkwUoNScEPcoqo1g02VcNpQyU7Tm+gRKDu0aG/DBKlcNSEV6lsXc7xVSQ6fW2ijVeLT0FMFs6YJRhWyypAIQy8gSyLoBTrA1chTtvdknIbl+cCUhGLoQUETJEjnK7vGB/yu1nxyAPNWa4H8gnOF0I94CF9u56jGxF2Jq+R6VBSYCU4rsByt+tt8FzqfIxVB4uYeLMXM2qnlAJuN1jihDoFlSVeJaaJBVERBPNDaJU9HpduOWRrtnvzfftaTLU2kqJ/6Q07blK98khD4gmeuirY+gulqYVIWgq9V97VvnkQoVcUtjIzRBVi/4+CZy2p/2Hn9A178f5rS9x2nC+PbLJ4DGY9KwWTZ+uDXrZoykEBiTMg7RYrfHyDQlhjE2d3nsaHpbqIaHuJkXLZqZjIAUISYwC28w6sZSWGZXIBZxK05wlo0a8uPvtRTmpVBmC7+6O0COgbtD4P3tHcdwTpz2jMPIkCIvLs/426/fcnmekOUjWmaub665vl34x3/+Ff/yH9+Rpwum3RlDCJztEi/PRp6fDVxOkSkp0xCIYm6J27ujW5PN1X1xecHZxZ5lKSz5yKdP1xwOd640DYzDCAI5z6Q0oKrc3t5QlgXN2RmEVsVhWZYuLMta9T7U9zdzXN9PsnCUGp4UOmuROisNIhQpEEMDDqcKv57Iqh6A1M+nFrCWwKgAmZnZwnM8LKaU7KBfmuK5mZKfOR/vrbFHD7w/j2meVlfRe3vHif4tqyXm4Qv7r3Cyxu7Dm+6L+5aLk/51h6vLVpGN4iRsP2sopgw5uJJYQ7Yqza5s5Of6Hit1ceR0/+k1TkXRTubWuTUMA2lYC+tVS36/9qtXoj5q3RvmpWP1qvIlJZ9vVtD0cDi0ub/f76l1Qir7nog4C1to76nec55njscjqBVKOz/fW9X0PPtxZplFYBCBtIBWimmb6+OSWRa1+iNBuSJxXDKHmxs+vv+e6eyMOO04f3bJ26++5tP7j9wdbjneHRjSjg9X1/zP337g/PwNSIakMD80n/r5sBoKaONjHqBH54lsr9nH48e4ne/bc7crUN3oWA0D/bw+XXOhj1Bo1vz1L3Z19bvqyTf+3el6b2vRiQaoxBUACcW8J9WTvi6ohX6lnVrlt8+87cup8XTzQSuk1/4MmvwSvScHf8ikV7oiwm1vVBqtcftOcMYs7Jl1NfquHjP7HGKycarGqtjlq6FGRtQ9tSpeV2ZrEQmhKvUBJ7hq+0yl4i1O561lBSCbMfDj+pFrIdZsB/x0zwkydCO1HQ9VNQKgEBAvXrrqa8oiA0fZ/8Do/+XbTw5ANvtYUz5dmDwRZnW6N53YvKlovW6iUi+LCYMoFmu6GyLno7BLyn5MXO4Tl/vIxZB5vleeTZF9zOwaxa55PlZ6bUFC2dxbvc7CJtSn37jv9bsu0hOl5hSRdKNm3Pkrct94DfBCNN5OjUhbOVYB0GqZ6S0XdRMMxRKpKtIv1IRzH1Tp//1Qn7eP/0OCp3+W2h7WfWS9pdT3LBuB31txT52Yp+0x4fuDve46ZQqCEJOBizQaO80wJsYxMowDQwrm0he3alYwq27Z8qJmiO0v9ghqjGLOyITSksvnKORFSClbDKuYgo/WUD4ae0leCmVR8hIYpsDV+yPf/eETBwbS/hlpHBiGyOuXz/gvf/c1z84npNyBXlEyXN9m/vGf/p1/+813pN0l025PVOHZfsezs4EXZwMXU+BsMkUkRbVCbDFxc7OgxRK2x2kkJAUtLPORec7EEBgHy+UYU/Rq15m7uyMxwuFwMOGKepVuBxXH2RlGZgfcBqphnctVEsTgY1eBSrNgGujIpVoN1x+LPCie9xTuWUeNSawmLdN+C7Qia3W2rlWBPYSuCxepCmT2JM616J2H4mwMC73cuR9v3b7p/m6f7/+tzuE6w+X0C7X5x4Pf+9h1ykuvgN879OTfjzDttirID0mN+kpO+yF+Tjm55taQ6+/XlbVmFFL3ViuwqV3k86AZDMTYeboxLq22jkukJJuHaZTkUpX+Gj4hvpdY2EUaks2RUix00mY6t3dHKtAYhv+HvTdrkuw20gU/B3BObBmZRRYlqruv2bzM//8b18bGpu/tmV6s75Va6m5tFCkWl6rKzIgD+Dy4O+BAnIiqoiSWHhpkVEacFavDP18ngEQQBpIIjzERNjShqBS48IIpqY2+SrhFQ8SQzlGNVTHGO2K33eL0dAaR5NspQR2JbfytddIZiMRAEUCZIPXJAZgZAIJqzgtyBt6+foOvv/oKabPDtNnh87/5Kb75+o84Pb1BWd4iLxkxbfGr//wDXn6yxecvAzgvSKT2yz6So+1NbpA9OBMzk3JxzuPncRa2aSbJJkeNQdupV+6DralxZrf39+eaGRN0DLvf/glsM/RyvS7my8AAlYigSWsLF4QwIbIAksiS00f2E3uO3dv7TxiIqnvtSvQkg0/elJK4mTXZcxrDTI0GVubc+1XUN6AfFzhOXOkdWbUZTQSrvaP8i/zwfWogTJ5fOHdAoKD1Y59rQ4FjNau3saqPVcKgtD40bViAWChQCQilAIv2h/KlIA8oVOAA1dRrXRh0QUetfQweTNv76wIIKUakKSGE2Ey8QwAFRg4TnmiPj13+CgAIA0TV+Q8DIVkzuyKisb8ddiEAUcIukmW4zcIIEUBRwgNOgbEJC/aTajcmwt2WcNwy9puM45Zx3AKHxNimgCkUDVcImXDOEVWQrKvLYIPQ5+/gC8bBh9D0Ey5glJTYHf1itM24ne8dTe0ZrT/bM5slgdqVq0OkbIgwdAMEQkubZwvTADojpqCL1BT2DRT1sfzbRrIGBXopz2WWgDoduDEvRC0ahEmiRkWGTRnud6GbpWMwu5evX0uQqF8hiHp6moBpEiCSpoTNdsY0J0wpIgUjQgUSJVz+kzCZDEaBehhBl0htbyBVtzJQgrQ8BmCJElFDDIojMgcsOl6MgpCVwc4L8hJwOs94WwhfvPodvvz+jPnuU2y3O2Q+4/5+i7/725/h/rDHxM9I5S1OS8aXr97iH/7l3/Hr37/CtN1jngJ2acFxjni4j9jMhP02YLtLmDeTON+rUywAzNsJ5+UJjIh5KzbNlqiSAAAgAElEQVTsKUSUVHB6PGGKCZkI03bGFAAuZ5xOzwhUkBfzuxD/DxlvmfniTL/UsWJWBl7no+kPTINiDtqj2VuBRChjEghvTCPpupVwvqwaKgcGMlf6ZWxonT56zkxDuOgGXqCbdluv3lcEQHVOJ8jfummWXNt7ORfFJEZqAXVQRl2TizHZkE01ENU6QZmIuvGCa4SoXhjcrzHmxswzA8XRoFuQP9BI4933omGktaQU67XjShzpxhAiYLhY5pDRhCqfcA9VnqN+QghqFqVOqaV0jw1ARx/EZEnHQHgUiU6uQpJsoZyVUQrECBEoeal9KSyT9Oo8RbE5ryygMiKaozOQ5PLIyDifz+KgzIR52jinX/MHWkBZNBdMKgnWvAG77SThhet+GmvfivnnSdYcF0n8GEwAxJhSQGKxKCmlIBxEYPf4TDhnwpvvv8fj999hShMOx3v85L99jj+++hLp8TWeltdAiDjlgP/1H1/hkxf/B2h5kmiK6ogtkZYZKBlUGAU+EVvT8kgSVc+A3uIpeslxLKXzx/MgVBdI64+lRekDLiPR9RptXCmsc612eDujDHrPLbiSlwp8iAoQiuT5iQU5PAOIat7jzBKg7xo0EfWR16opN6rATPk02HpvoYGtLJ2DdukcRkppQIVZotl5X7RVE1PrD3cqONM5wO4V4YJ3NAey0lgZxEKlZiw3ACRtKHUf9nX17aeaK4vELJ3aSeJ2r2niiBTvBxmn3kwWdU7ZMyRpqYFFMqbG9YlaNGSWYXX94wcgBiAlwjTZHIRq/YPQGcyI/+UD0oqffNfAR5dR+gYXWZls/WsZYYNm902RsU3ALgbczYy7jWRkPu4THvYR+w1w2BTsJ8Y2ApsoGDVaFi/0dRMG+PomO9bNmwv5CW4Eq/ZJWW/jsFeCeeXtN5hlX7zdIAMaMlgYdWILoWnmYZphGbLwVCN/NbXfrTF6n3LrbtvI23xoxy+eM0p1fkhdqAcka+8IMSAlqrk+pjlimpL4Fk0JSZ3Qze/D3zuaYIlpH7pO8I6iFn62sz8mdZTUsIwFEYlIopdxlFCyC+N8jqC0xesM/PKLP+C3X32PhWbsNzMKTrg7HPDffvY3+Ox4xHYCyukJJz7hq28f8Q//8r/x+6++x+7uDvOUsN8QPj1u8fLhIH5Us9jJpxSwnQN2u63m3xB/DHNuTWmSEJGkUUhoApcNmAM2mxlPj88o+QzmXImn+dWUogFRO+lQD3Krmhtw8xdV2mtzYmQaQoiw+OwSBnEYHz0ujIPbZDVaS6tC/10EIabl6k2xzAbfHNs9LWRuDuP+eu/Q6ecRrBbjufpXBQnOzICAGg48RdvUUaW2TL2j+tg+eSfXb+1zMTLax+8XzEEiMjlN5sqzrpVb142zxlPAC9N9atGhQs0jo74VntZIJ9aH+TG0ELlAH7zgIkDAWH9SU0VnLjWa9NWau/EhohowoYZFRpvHEt2tVD8pMTtsdMcESWvzqwJGJpCujajMFkssUsRQME/y4IIEhIhwAk5Lxquvv8K0mbG72+Ply0/xyWef4um773B6fkTOZ8S0watv3uLLPz7ip8cJgc8QL5gMJrGNl4Sa3EvgCShBtWkZvcmdgbbavhuEPIivgvWlp8c2N2w8xr8XY+jGP8Z1nuZdRWiOOcf3684iNMl+AIDF8oEoaGQn80WN8CG940X42vfnXTh42tQ/o/MdGenDym+vIXlnPZQRN98tQAQrcEBGxqpFN1xdKwRUb7UqzClX3+95NVtjDegGILa5ck1YbnSsMz27QUtpGBfCIKhhgCL1PiBVkuIP2LtMAKa5gILkO5vo47P/H70GjUCHHmAMi3Vkzm5GwVMkbNRVTK4KEjGmULCJwH4W06v7OeK4k5we9/uIhy1hOzN2c8QcFmxiEGc49OYPpEBEysXoD+V6ZS+AjJuMpopbvc9LWD+wjO/sa+nQOKM62YmUJZrszWQHYFJ3z3eEJfyBFb3aqwZB1+bJGiEYbv6hFbp+hgToWnjdaQ6YJvH12E5JYu/PE6YYEYLkBhGGZwDdoOqDgAFYjozryFzU75qLJSrRIQ3fyYXAKYFiwtNzxC+/+AL/+9d/xOsckDYbMBds9hP+5ief4af399iGBSE/A1Twhz9+h7//51/gq29fY7vfYZoC7rYBL++3+MmLA+72W2w3MwAJSjCps/3d3Q7TNOG8LHh+ekIMwGa7RUpJmeSM56csDtjYoBTg9LwgJ+B5yZq4D05cJAxSGcb1coPTD9Dxw5WpZttQejBoz8pFpGRYoUV+zNuPnqkemRLbIMexM+DhN2TP/Pi2ee2IOVqul9ZgZnQAHeipFiugNU1m9d8q6DZpSb7oNbktfKWUZg5B4FtuVpKB3dXhGiFj4DKL85+l9OCIu99t05cucU7CLNJk2VaoIweVdrq2GPNhn3axabpv00xmtFwCA8CQ85f32z7pgc715zv/IvLS+nARHc3eV9/JzQkX5PYiMwmLAXMggJIyQAWgguent/ju1SscjnfYH474yWef4Zsv/oDnpzd4fhJN6fm84D9//QrH//NvQTghimERQITCotkhzaHR2i1z14IRxOTrrXOpHhqk2m5FLAUgZ34XHMOt0gyN9tQzv6OJ1ChQjZE6HmccM/99jaENtBKyWk35zM9ATIGkr6vfG3raAyg4uwFAboGkXjjihCiDJmmN/o2/2/1YnW99pVD5ufokNZ8tOsCl6/Oh3u6LGVldACjXnrV6+zaHGGtCUzs3Wro0wCtmT9f6e4zo6sOl29jZvPE+iB9SvAAvBKD8ADD8lygfHYB48GEDcW0R9oza5bF2nUXBYKBIVtcpFMwR2Gl+j8NGspq/2EYct4S7bcTdNuC4ydgkYIoFKUjMc0tb5TPxWjEEf2ss37XAx0le+8ZtchcTl3p13zUpzPp7Lhd6I7gmRRVnLzNmYIYQZ5ijVLOV9FKzd03qcfHcvGcguN0Ys9GkdQbxGsgiugxQcu2+i+o4Ec+oMiaCAx/m75FEAzJr5Kt5VlDQ2LVo8UNX3m3zfCSMI+MKNEkNkUqJVNtXo/nEBA4JC814fA741e++xj/94nf4+rGA0g67/QFTSvi7z/8WP3v5KQ6bgoi3WJYnvPr2Lf7+H36Orx+fcDzeg1Bwf0j47MUBn93vcLdN2M4RMYmvxzQlNUOL2G8TmMRcYZ4DAO2LjTjQ5eUZKAmn0xnTFPD8dEYpZwSS6FDgUhNPWdst78d1p09ScyVVk4MdvZDz/bi27xY1q6hETxjUthGs9bmv15qEq0pQ3Ro1rYYP7TtuRP6Zdr9fwx0j7eaQ8Erc/Q5Va8tibhWCOkk6m2eCJg4lcPDvhzNb9wCuMcJNPmyL9voa73CbE6TcZEBWytoW3BjC9fXv72blSi9ohaNl5sAdgtpjh1J5oSZ17YVBxvzb+rXuGGm7geAmyR/ryfWatXb4iG1r8+3avuPnkeUgCcHRDx0H0xR6WlPfw8102OYiBUJABJeCxBpZLmjocDUN5fOCN99/g29fHTDPMx7u7/Hw4gXefPctHt8+4rwUpGmP33/5Gj/76Qnp04TEC6iI43TRqEZUBhM3Es1IIWtDqQIsA0ltn3Y7QIdMxD+LuDeLdtKLLomeHLLvzVjKA0abQ6UMAtQb+9bIB9kcYQXCRo9ytozbQM1/VAqIIpZlWZXeCx1pzK3NAf/+a/zI2C7/DFR81kzM1xh6/6z6Pfd0cbXoomNv+Zh7zcW1PX8spU7hdcDhPyNNroEi6jtjN65dle16FCfIvQQg/j0+jHoL89uv2+Lo9vg8Gx8Lp772KYWRkVHCu3nGv3T56ABkHDQ/mDclOMoZrF/bXKWICubI2CbCJgnouN9qRuZNwMMOOG4Ih5lxt8nYTxlTAgKV5mxe39MDAIXd79FKf9+4zTRHtsu+sYbqUzxhaBdcTmg5eLU2tnleLBj3TCjDwrqFMqsU0DEr9kdo+PupmMf33r7nUqLY6nr93K3fvSTsslyrCw8MhH23TToEsVFPSbLPCvCYqiZgnuW4ARCLuoMQL5JttTbShaRqJGKrfekeFyAOkHkhlJLw/RPhV394jf/7H3+BL787I2OLu+0eMQb89OVL/O3Lz3DcEqi8QeG3eDyd8P/+y8/xdgm42+8whYz7uw1ePhzw4rjFw90GcwrYbbR9KSlDIzPj6e0bjSpC2G42NanbFJrkLAaITwcDXBakGPD8uICzeLCQmRupBLLayN4aQ7YQYi0qy/uytl3fXtnURsJfHGPyPmvAm1WtFS/pWpOaihChf2ab4zq3qIF03waz2xd/KDGrsGzBDcgIwCBqbbP3ygViu82lST4JKpSEJLms77yoP7s/Ikipfe6BA64LC9bW8TWp4IXE0X0nNLNNtn+p+ZaJ6S4003uR4A/yUGVW1V+mZkC3RxTT0QLcNJr+vQzUyDhdXStjpNfemIMfUjzDKXO1HfcfT8s7Jk0miKxB0kzlmqSQFOYHQfwSdcdJbQszQAGFIp5OZ7z+7hvc3d1hM+9xvH9AmiU3ypIzQkpYOOI3X36D4/1LbGnChAJwQWYWh3/1n6qmKWRABKDASMWyVpMCERv1Cgm1Pweaz+26i3xZ6lbihggWMZJhTtiXNKBYEJChb9eAojfB9ONduFQ/C3tHzoSqhKzAqzGr49hXPukGz/KuOXV9jTVtnReqXGO4u9+OVtx6v5l9+yvYQOEgjvggQcYNALIG4i164UwaUQ6XwM0foxDUF6cd9wCuT2joAIaj/Wt1uvZbhJChCrg64RfJuslUmvP9Ryx/FQDEHELtuw3QGFq1W8Du/nFzCyi6aYjfx34O2M+EXQKO24CHLeGwCTjOhE/24v+xnQj7GdhG1qhRJgUJoEqUFke7ekb8wxrdP+K9bhn6o6CpoC/ODZN6/eUfVtjfSsIoRGr+IChXJCMr7XjfjTOGy/H3zwHW7clvgRGi691+i2hV5kJLFy6XqCYYnOaEeZOw2UyYVQuymRKmSRN+kUI6Fn8iDvEqIiIApuZvkZEakRnb3gBIk94TB/Ul2uDxTcCr7zP+/p//HX/8/oyCiHmacHfY47if8Hefv8Q+ZlA5o/AZj88Z//Of/g2vzwCngONc8HC3xctPDzgeN9jvNthodvJp0pjtql2b5xnMLBF7VBMzzxvknPH09ITTWTI450XylOQla2RQ0u/qD6GbmWFxIaa35o+xdl0vfkBpUlVeeVq9athoTfLqz699t99+4xnn3cgIXh/v92hOd42AlkjC9BcF8dW+fMhYLsxZhEXn6zQ8JqDQcwFWT6379UqsHCarXn8lUZfRvLXiyuNcX41Mynidf3P/zvFNFSpUgYCdo5X7jQn2ElRhTvu5UUFADz8UwLx7/nqmo2UHbyXGWM+NpdekvbvY/sKlqF+gJrVja6dIY4OFJSsA5UUcbyGRADdTkGAkIWBZCp7evMG3r77BTz4/4P7Fp9gfDnjz3bc4nc+SL2W/xavv3uC71y8QD5LI0PIqFI0eBy7gQfAlwMhANVe/nSYUadqesS/tfhsH7zchFxrIHhlWN5YDQ+gzt3vp9rW9cjTTqswneAAgUABi9CrUD7NEvlyTjJdymRjYz5E1R3r//doeWViYcs88t/65AUCG+X4V4AAAqUBiELys8TrvAuq3aHWvLRh9BJvGc1kWIIaL8fTvqMfoUgtu1yTN0XGrz6x4LcjafPNCBiKqPEMpBSklAe2BUULGwutBTH7M8tEBSNJY5rf8P6yY9NQASJV4GKfmJJ0hMFIgpABsNcfHYQ447gjHbcRhG3DcBGw3wGYCtok1eyjaJmoRH3hMarVWxita/UfbwPE+27D6Z43t7xPNMPfhK0fOwRPZ3nabVVYlHKp/EwvvWh/VknW1949ApP4JRgh7yc1YhDnxN/Z1H1WettEBZlbhGaB2XX9f3+ZOwAUBpgPb0L1zveLAIBCD+A8EjXilmo4pYp4S5ilhMydMc8JmVofrAJEe2juJAYrX7dwHqbpJ0ZhL12aRpDpm1jF2xITzifGcC16/JfyP/+/f8MvffI1TFtbpeD9jNwd8/tPPcNjOmMIJJT/jeVnwv37xW7z69oySIu4fJvzNPuInL+9wOEw4HDaY5kmiysWE7YRqgkAUUSAhQ9M0YcnPOJ0kn4AxRjmfNbsyajbzUoDlLIn3UkrI53M3AGI2xJrpvs3MfnTHQ3xx5hbfTq5Pg5rHrV1/ocFQZ0Rr363ipVwj8+Q3vjVpqXFBNGhOK/NdG2ioor7VgXYBILYMKMjOzoFQ6HJdKPujSeioO20SSHCvkemSYhV2hGYAUmxaVk/LrZ86H/TeHGYoFmbTTA9ksXSd3r7HYTZUUKVMp1XiYnoVNF8f7v5KckN5loUjbYCIO2Y2O9ORARpZS2HQpkt+x/69qnPwAh37S1TXiYxPqfbx9TIyLdhlafSm0XQi0lxXyoQVDT3CmgcDTluVpe85Z1AUrUgMjMSEORE2m4TH54Knt6+xnE44HO5wd3ePb7df4/n8jKUsuocnfPP6Gff7O5zzM4gzij2eAWKNhAczR9Y2ZY1UB7g2BEAdtIl8+KBBIw80QMHo4CG5Lq5jx14D2PY134eeZgsT6vrUtDTWdZoQctSQmAkWM9QHBchL067Ifk8IFMEJYCYEN88tOSARXQCQW5rYEZz1TDXqBDKAVAYQsgpAtN+Mjo2TsL++5xU8BRBgf8UawC42RnEoo9bBf79Wb8BpqIJEJQxVA+yEwETVbDiEIHOk7l2Xe73dV3JBCKWOpUXysmZ0dQNf1NXmbFVy5ay/nYkbRwGnJaPEmzHPfpTy0QHIZrOp30fg0eyWW+dbWM1IEuWBJU4fwKIqjxqeNAbCnBjHDeFuwzhuCo47wv0OuN8UHLZmdkXYhIxNZEyRESNDnLksVjxQg9NRb1Ppv5fS0KS0wzXSzEHkRztO8mxqXEMjfLKDuedwF842+gXk6sPab33CnNa3xaQIaNKgDqBowFKGqZaFsFtSQesT/z6p/i22zj+f68ZJOpbXbo3k7uF+A5AmtOfGaGFD9dSVZ1IlYZU6oUNVfAUMAIC3c1eJX0qkpleScG+aRNq3ndUEKyUJ36mEUOJwhyr5tDlu1e2kUTk3UxYOfYbpAMDyxjAjpBaiFSxmIaUwnsoJ5zDh1duMf/7l1/jHX3yJghk5Lzg+3GG72+LFJ/e4P+6QYgEvJ7x5XvCr33+F3371LWIC7rcFn7+I+LuXWxwOEfvdFpvtXLWWFAwNNwdWG7fzIsxYSjNinETdXiShIhbG+XTGcs5AIbByFgQNR4qiCQBl4AsvkkTOEn/Bg+x+Pdbv0Lnv1w4aY9BJItHsg2/NZv+etg6auvyWpBBaH0uEaL+t9I7mvY+RONoaCKDOlMLaySSg0yS+4m9U6m9SJpkogCIqY0OREClgOde43ACMkQZAhBQmMOc6x8QspLTwlYogRsmhI29SD9c1End/3Qbc1kXti9Ao1yVrYDRaeZvsIt0MV4cuYIBvL9c4f9bHgQEqYsONQCjevKRK4xdpt9ZZnFO5khnmAVllrixzn3mZHS1gSFbksaWNYSO0fDVAY3oJQNBsZlz73TNnARZirx4twiRbcIe1CF0pSGI76dOAwgHgDMYCw8YZBYQIij4scwYYmCNJbh8GQjkhL0948/oV9g8vcXhxj/iHDfh7ofscEp5yxjdPC34WtuDyjImfQFikXzjImMB/tH9IRrAoQ160vYGCMOjk+uNimbJYPLBYT3TmRG4IQDL+9TuLiVgNjeoFH+oYPtIaZqDkHmQ30sWAhnFtSYItKp6AviU3XoGogRZGQqFN9eHMLE78NjeTmmB6854PKR44F11jZWCOM19G7htLUKHBpfAV9XlCcxrQInK8TF0I1GZBRScVGdW9lt06kdsuTeBGQOPXQCksJm/MSHMEEAGO4BIBBE1hoFGmkucVZWpwaeGByT0/F2tzBkeAKIKXLCbICRpSnVGoYNGQ1JJNvdXXm2xZf0nwC0Zg8Z0pJOF5OQcgFGSc3me4/6LlowOQUeLtS2cPTL3kTKeI7Y4ABIAkAqZI2KSAXWIcNwH3W8JxC0kwuDEHdMl4vk0FM0mOkOASgrlKvLOME/WS+bjxkOEUmfRqfZddvY+AyuNrT1SpYlcfUufHekrV4h1lbWF4G+ewAp7e3bL1ag8S3bD+WFcaMfhQQvmhRR5//R1+WClossEoGpBZ/TzMCXuaEqaUhNFUBpiU+6pz1797+AsAMFU8M1BMqkx6t2xQqypYBeNMjMwRb54jfvfVW/z9P/0cSFucn58xpRn7zQ4Pd0e8fHGP434G+IS3T2f89ouv8LvffYEQgPvDhM9f7PCzTw/45MWMlCI2m0kdzYOamKiELYoPTCkFp9MJy7IgJSGo8j3hdFokF8ki+QrO56XGll8WyQT+9PRYY+y3vnf9FSDMx5WhMlpxTZJ1Cxy8b/HaDssP8ud67vhbPm1spQzaiKH46Esyb7xjaGPOAQndbMKA3mRnqAsXVJt3nZMi67jUxvh2xOju+aDi2kq98OFdPW0Ramyt/RDaYcyfhTvlAo0a5hkVW5OhEojLOddJTRScjHtZa1d359iv7vglOLFzA+i6mJeX0Xrq99Un+trZIwNQg1JL2Neg4T4phl6qTr3Z0X67wcKEN48Lnh9fY398gbvjHebtBhQjSsmIKQEoeFoyns8FU0gibOSl9tE16Tzphtgf8wlf36+Nq7/9zxHUdcX3f+/7AVd3+XllbrIypcrAyn1UAYj3O7M+MOdlBAFOBqAq087GyPdCmK6J70nHmLlZSQyS+LVrx3fUY+Sv658lIIvXxzq21WJCESsl5/p79B0ZNc4fUlq/QWm/MPs5C7UJqk2WzOOueUSS04ZDN15EhCk201EiC6FNyAGARoBjFmFxSmrGlTNAfZCSXvCmCRZZ+OiiPmnEhMAahvu/fEDEBOtqKZeTrqFsv/hV4xHls0vAYSLsZ8LDLuFuU3C3gYTbnYHDzNjOwG5iTFSQwIjOWfV9yrhIx4gTt+7rEffl+WY36pn/2+/vwVnAmIoLEIkDB/Hd6MGFSWV6RsLDsbX4+D+0eGIcb2550gdjVI2PU9aY2Fb3pJqOFAV4TDEhBsmaTIBIGMUKQMU4BhybCQqoMTgAgNjuBZsJhBJP3ZVqPgi2cISsCc8YZyacacaX32T89//nF3gqM948PyNzxt1ui/u7I37y4hO8OOww4YSnx+/x6utH/PaLr8Al4/64wecvD/jZpzu8OEyY56m2PYSApACrlILzRaIpdnNZxu58OkuSNAot74VKW0+nE1JKeP36TfX/kM4yZsZJOHG5MmqiWz9eprXrBq4f1VFt/77T2tMjAZbh2lL9oHIdgKCOs554r/p5hqeuo8K6QZpmxWlZuKdjnQlKIQdArK4WCrR/f4w9kOFiGZDVk7eeoa7f1tp/jVHy5ZLBGZ/ZDlxj3HW3rtfaM00bMCZb69+vpltq3oaOxvt+9NpwACxA0rMOjR73TNWFUMrTahOe1ERx7fi75vRoCrjeQJsnlmOid+pmhkbzUlBboyl2/wBgxEjYbTY4nQuW0zPy+Rn73RbzZoeYEs5PC1KIAGU8n854fD7j7m5GKbGapMlavTRRtHlsyddG8247fr2d130gxtILHQHCNR6AOxAydqw3z/OnGSwaY513FoGrAZDS0VrAaRBD1jkh4yN0upnyFlgUwXG9vbfcE9UkrJRKEyqJsncbMBj5Cm5JLPvl0AMZn+9q1AinwUe4Q+9jI9qyupgvt/xefLHIdQCqyXONZBghQFvgODiYhk7vZRHUBDXFAvX10BcLUFEriZADGBk+uEEIrPtjxHJeECm0UN01N44EyAhKdQo34CGay4JSwtX8bT9m+egA5KZ/xJW1LwTW1M8BAQVTADZJwuzezcDdzDjMhBcH4H4XcdwA+5lwmIGdhtmdkMVhvTOt6WPvX5Oevo/UoB27IVXJtybBdXOga+8noqpyHpkkIg2vWW0gGtAx5qaqK41uuM2s3wzfX2oySi/kb3vg9c2vRQFi5srsegnEKNEaJUzj954aKtfKjXsdI5/0xXwc5B8x79QoGCwEPcWISGr3mS0fL0tGbRYpKZMQIxhBqxsmdeNoUhsxWbboKEH3swLi3t42GJFmuX7JhDenGf/XP/wzXr0JeHsueF4WbDYTDrsdPrk/4tP7I+YAnJ/e4rvvvsFvfv+NmGcdZnz+8g6fvzzgxV3EFMrFOBoAOS+LJOpMsUrg7BwrQWRmnM4nZWC8PXzG8/MJMUY8Pz+Duaim5FSZXAH3VB3vjGGK3pQm9+u1OXijI/Y2BWwTMHPA1q4bw8/X19wYyexDwLK/1jsU95KyoX4KOK0Ot8y/LGyxrfGcF4QwiQ2z0t8aZ94nV6xSPgZQdB4anZC5T5ShArtqEuD7pn4PQednH8p49VpXrtFbO3ZV4lrXeWP+W7+Oz/APbQDbC4u82UlfCfcBiynhWJcVCW47N0DkAWX0AqFea0KUKjBoTGw//433NzpORBdMdl/ZdYBGTjtumdDlaIBFwLL5Im2NrjZKwwgAZ3AOmGLCYTvh6cw4Pz1i2h+x3e6Qpg0eH5+wgTBi5/MJb58X0MMRvCSAEwiLmGJf8RsNbs+7aB43DYCNRTd/PMjHBwAQ9Lt8f1/PcPbXMHw+nX7/YvUlKMpbN/CRl9ybPbEBP1lfpHjYg5AKFrWmuZhJ9aiZKd3v2ldwAmBS2gCufWqR9ASU+K68jCgG2BQS7e56+9t88kJIDxyI0OYCGw9P4stqe4HNQq2CT/lgv6+Vbu2qTIxZ8kQty4JoYXhzAOoasPnnx5xq6gCGrScB9EbUKZiZIyNkCdLS+B3P98j3FM/i/K/CvFIKgvYVMQFUdLxtr9MQ4TWS3zskEz9C+egAxJeLxb6CjO06JXlIVBAJ2CVWrQdwN2ccN8DdNuJhD9xvxddjm7uEjBYAACAASURBVDL2CZjVQb2ZXOlkt03kCu9AVwnbOkix77eYGnLZKC/UmEMq7GtgqH+XbAkXCe48AKmgghyhsB5FS9TjwceV91m5tYhzXlwdjCjpWAaR/9li9aURz/6djSnqbR4prIOOXsLhJU5G5ErdyIkGqUpXH0+Y+2gyXITxDyr1ycsCLoRQgmYaVkfBIMAicADUF4TCpVrWSzEF70iKagqaqhpif41M8kyVgAgACVhywHOZ8T/+5T/x6y8f8Vw2OJ3fgkLAfn/AfrfFw3GPKQGn8xMe3z7i17/9AucFOBwmfPbigL/7yQsc7yKm2Jj55njfEhtNKYE17rzV3SJ7mEOljUMAVaK5LAuenp6r42XORU24jBHv1RohSOQ3YaKGIAwqiW/A9GL0av8WLjV6E1E/x0bm0L9/bW74+fDn0ID4Z/q/1QSLqi2G/rkM7Qn4OS9bnl9fIQaESIipRR+ENXVoIlvW6YIWOpqs7wkliHlhzuInZgzSCOpaPxOys103//Sx7f73LSZwvdhe4UCIZyQuxrgVy9cwMkC1bmNdFJh4YLhSHeeeZg1uYKi7w5NcGp5X2L2IujGtsEW461Z/a4MQEdkfxm3W9weaad96u3sgIswNqRbHM/W1tV2buDAoFhBnzEns5pfTIzaHe2y2W4Q0CQOnz1wK8HzKyIgINIHpGREifFiLgOU6rmNcjTEXptWbY40ToPEDF31zY/8l63sto2BVtFnSj4GcsIluRSrTSIBMdT4TSmX0x9LzDn6segDSBRFk9fIMDchSTbzcfJAazGxzo5TiAAgBTjtqzHjrt7U17OiO7XUr6389v1K/no23iJZUE81531ph/PYY1vwWfel4BwfOWQFIUVM/m6/Ggtg8i1F5njqndBxJaLCPeQEEhKg6PooiZFQGzZItiqBHAUlKKDljyUsXHUvq3DQn0sYogyzJJaCI+Gq7f6zyVwVAPqQEMCIBUyBMkbGfAg6JcJeA4ww87AIe9hNe7AP2KeMwMeaYsQkWhhKAOmtyo6nrK1vLh2+E7y5roYbrguuc13sCuCZV69A2xshQRvC8D4iCIzJQN2wc7TLZ1/yhD+gLc35dYybqlrGSC8MTOy8ZaYvMJCHmfLmiih5KY0wAs600e2zTtlwrTQ1qoWAJMWqivGJM9RnMQQGH2N9HZdJCLJqlPIAjSz4LJdoVANlu7calHlKJdW2DDZY5o1m41BzAYY/ff/WMf/zXP+ApT3g8n7DkM3bbGXOacbw74Hi3A1HB68cn/Po3X+D7tyccDzt8+mKHn/3kiPtDQkAGA5jnLXIu6lPQpMNV2zHEwPdMQXF4LxcBHsuyVMkOEamPyKwM7FIBiJcOxhg1BwipWZrf8MUxtdVhba1wfafUrU60ayN+dS78pcqa5s4kpWv8763nmMTMJ4wjAmJM1Qm+RmBR7dIaPQqBkDMQ2JvCQesWlZkTB00Z+9thXk0zxsxAYR8i/8KU1T9nrNtargOpEw3jP1TgRh+OEuULGrtyz8h8XpxfEaQAHd/lK9BYlfGZ3fvbnB6ncQUj/rGFe6up9yg9ACaMATpIMzyjSIaU3lDX11SxEwNQzS2RmKdOATgVyfez2WxAIQnzRUInQQHnRSzYgQAqGnCRMii+m33xjFlrT4R3CvdMLVUxXN8Ha6Wbj9zfd6HxcvT9Qls5gCC5N0P8PYpGMTJaGbTuEYSW46EHzOqTx+23n0p5RQMWOCijrADE94sQkRohs5RSNSDsNCBgHyLdZuGtybY2U/vio2mtnQtBTCNp2LtrGGpmJ1C9+aoPLjlnZD5LPc4L0rQR4Q4F9fkMYooVgzil1+6U/SmwmFQBPX8WzASLVUOCXi5U902W0NQ+1K58es2JFKoCw1jESmadmv245a8XgNycl6xRrghzjNgmxmFD4t8xAQ9bwqf7hLttxCExdhHYh4KEghRCDU/YFoiqCIm7uPPX1Lh/aumf2S9Skyx7qYIVH5Fj7XkjAFk9R14jQ/VPZX6hxIra6WtD8b5SBJOaexAx1ODK/X0bqkrVARDAGH1uzvu4JFjXnq97Q90grhXPXAvjJEMjNqAiDTmflVhEQoiaRTkEpCibrTkrhxgRWKL6UAwgZTo4BORlaeMUIyhSC5cKBrlpSy57sTdNWzji9SPhf/7jv+P7twHPJeCUn0GUsZkm3N0d8dnLTzDNAY9Pb/HlV3/Eq++esDvc4/4Y8flnD/j04YBIZ21zQuEE8Ena7DaEGCWMcIwJWe11iVo0LAEX8hwoIw2W+xoIQdWqnE5P3YbTxmQAhoSOgNq42Mczp6NDumcAPjQnwo9dWj/YgeHvShGwanlqHKiF/WH3XfoxpSTsQOlpDLNqFylIlDJXAVaukgIQ2SR3Vlc/Nr3EsWPyqRc+9IwbOt+SNemoq6l75yXd/pAxvsbwvPvGD7u8sl/vex+PP9143OD7mgT+Rl3XSB+jBs8wJlpMaRji5G2RB8t4W/9bx1n+MCRaFCMiYJMSGKLVnTdbhBh1j9KoVTEhg4AwCchZRHtCbrJ5c6zaHDKm2wR6qOvB5ofRqQYkHIhY6Y9b84/qYF4v/p3+Lw2kzTQYuYbr9SGEFXxQhplE+XpU86IBRF+bz41eWp+IWZNZBhE52oqmEWH25lesc+MStL93uXLLKBBohS7Oe6GkRPeky3l//VUAUJOSvk+RMPKM5XwGKCLEM4giYgyaXiJiiQEIwg/Ye0PsrQhsLoxmn5WXc2C1tTeoP1Sp89eDEFahRxVoa04cMRcryAyUvwL2/+PXYHA070qlrUo0kBE1uWAIEwII28A4RsL9FPEwL3jYMT7ZMe6mM+42jM2UsZsJhCwmAig1nrm9g7i9rpucyjSZvX5ZcmMOg6mhFeleaR7zheAIPka+c0HW5zWzEC6hSkGA3mG/OIQwLk5TtJngjUMEGOob4hh6CBMr7RZHUjlGlbjVPkJD49buJnFgRJSOaHdEkYZp5gk3VsZdS8YCBqvTlIQszLmgZJIQkMqgEDO4ml+VKmUzYNXnHQCoU0ujMk5yvo8aAqiklbnad7OeZ303lYITCCWfcIpLjYIVAoFCwRIDQhTJcwgFKXGVPgtokvCNRcPZUggS4UMDI4QQJAIRBZVQSXVLMUVAlrhnlFAwY+EJv/j9N/jPP3yLGBOWx+/ByxM28w6H4z1efnqH4/0OuSx48+YNvv3yj3jYJNxtA/7bJwe8vJsxxSymc4HFmZ4W0Eb8BpgLTsuCOCUUEmfAKUSU0wnLcoYBeiKJaMNZGBfOqnoOEW8e3+B0OgEgTNOEZTEzrKVJdsnM6mRs2zmZQ16ixXVeCWBLK74Uber1jIOffxlNakjwTE1b8907648++++t0s93h/RXrruqkSMG65oLZOY4Ev2MAAnFC0YohBiVMYEwFoGAFJMAkyz0xuRhPBArsStWAFerqZughhDXbkcEYUIEc6wRekxyO5bquK4RzSo47BhndMyZf049p9LPUoUPUiJRjVAj0VItNCuUGV4DuZdMlNfo3b7HetCcnNfmgB9rdkd6oZe/ugPeue9HM5sh0neThdctdc9hpdtRZoO87ZQ7YKGrRp5RCNA8BCBIElMdZPZznJQBJQJiQoFowMxpmNgCDAsaIo5iphImLOy0GAFIzAj8hCnpHJsSKCXs5gn0tuDp+YwTR+zSHZb8LWIpyEF0LtX8JYhJq0mg82J8Q/NNEUDLmIKFpQ5AFolxFUigt2/yzKFxCE2YNgi5fAh159jvBR9VCh3N/6oBkaqt0ZTrBAFXEuY6K40xmhDAlheZJLwrg8W+v6ivIfdhhH3Yb0bTVhj/wowmvQ/NTM1m66K2Xw18oH7A3AkvRqHhtTVmwNDvt6yMCBdGKefezzE0s9GyGPOt7bG5IB1ib5P3m/AOjBzoYnUyGChivuxz7yQyp+2CnLkq3r3mwdY/opg5ERFiipVvDIHqeLfgH7b2AmKaKz+QUqr+k0Syzhpwlj6L0eZjcsJYGQOiIvFQjCg7wGjdQUmE21S2+NjlowOQd6NllbLoRhMDYwrANBO2EbifgeNMOG4ZdxvgbsM4zMBhJmyS5PYgZDcBbyNgv1CK1c2Fm7Q6e8mDtIHq3nIhfed27sMKXdTpXXUGmn02ADApTh7FLI44Z1l7Kse6ZHh+UNV/wP2Xc8ETEVr5uCsLKpJ89/uum1mN9fESIj9xZJMlIcplQSgLlhAQU8ByXnBORkwCShSChAQgBiyFwbGAY0GYEkKUDaOUAhSAokniVCPHjMBBwJdjGoRsMrgUTDHgfGacCuO7N2f868//A28fT3g+cUXWm80Wu+0OD/dHxERYnk/47ptXSAHYzQk/+eQex8MG8xSV+W8auRADpnkGSMylQMCScwWTIaRuowCAaZpqSEEuLTOrAA/dEBl1Exo1fGwnP1S0/CeUzuxAjuBPXwF/znJL1OrrrKaPZgpoUl+gOkM2PMEozlenHebu0/fD9TEhaqF3S7k0axSmTEBN7vIZvFcH1GcAxrRZTgFXspmSSJhhtuzZIM1pdL2MNudecl1bP0ieKwDQX+87Z37ozBJeihVMmUlOf65ST5GYNJrBaOlP/L4GZUzc3G/L4UafGYi3/skLmrdAu19ArAn0bB6oaz0LKIgpASFgyQVlKTgvGXE2IVpUsKq+i2jAwZdSeMiv4hhiGDjowWVjCNfAcjO99XPhVgK/USsBOFo6ABAT7Ml6yRUwSf2iBjuRQfPnekGKBeW5nFGj1qX5lNg7m40sVz7GmNnBl4VHcy9vgrXeF+/i8XIu8NHJfJSvkQZZXUspiLGPYOXrmge/T9N8YUUjYvIC0xT6016rUNRc1Nel1a2Ac5b+JWBZSISJCo5NmOUBlI1JTHKfBx/VnzI10LomkJK904Th6OaSHOuBoJ0MJSCOguGPUD5+DVwZibpQKWXEwEiBsUnAZgrYbcTx/GFDuN+K+dW95vy422iI3VAQkMXWDiZdUynRe1D+URrF6gQo0m+WugWTPqGf2Fd4aVNl9230b2nfvZnIWExuZWVtkwcEgOTiQz02wsyAQ/S2UV3pjA8o46bwLgC1Xj6U6WytYsdg1V7qqcrNJ1EdEte/XqgCVOmSzIUAPotZoDj2BlXDRqQUEZNoP+Z5QqrnRVUbi5hhxRib9qNoVI0Uaug+n4GVSBhKEWcQAhXkLCrVhSf89g9/xG9++0cwJyy54HSSqEfTNOHh/ogX90dQKXjz3bc4Pb/Fbjfhk4c7PBwP2O6CgCVkhODUyXFCmmYwc9VWyNwUQpwSqmO5rZtaZ2UUU0rV/0P6WSOJqanBxTxXidVfkv+/alZh2hRq62xNivdXWWTvE+abbD6TSr2xqnUehSpWRhOIi3Xd0a7+3MjgrT3X0JCP8tJf0//2jbTNd7yuMhoQ3xTWcHIcxJkzMw8Z3y/fMSZE7EOjy7/NdOeHCpj+hMIAo4CLaeCbBsjTO28yg8Amy+tKC3ut142CltUxHMfbJOZCo5rvlmkAyuqcsG2L0MKyMpMykCzm0kRiblpI9ytpRKk+ETYXFFiANNmrlKrBCCqMU7Dj21SZO25hov24e2l97acbxa6rTOZgbiMmOhaifBR2tYhPa4z4GHrX3jdq6fwY+vlchnf2WcGl/0OQqI6lC+xS3AcABuGcDzsb+qho3cy5oAWli+jHzNWvEiymnhZgxQRuAMClMecX4ZZNcK20oDXR9hNPy7UthZGRkX39FBSWUpB1/hWtkzzX6iXPzMp8mKZVaCRVK5BxzhFR3f/lkxxQlYSGrX1RtR8RIbRAL/36tHnQEk+KqWTX4SAOKGXCxy5/VQBkLIxcQ6ulyNhFwn4CDpuAu13AYSY8bIC7bcBhktC7DxvCLp6RaEECgzi3/Anq51Go9IDg/StUS93UbU8awIq/hUrboKqq2z3ICJtndnxZq6NEpbgkQPadqTF/a5sjsxCirGY85Qd4aDWm5PLcLQDiCeQasawSFrDzN3DEqW6q7dkSBUvfN0o52NWRgesGc+15pO1qJKzJxppEpBFCs4cumZGjSvOibjZTQEoLlvOiICQhpSJq2lwQlAAF/VAUPxGwmEpwFPMFs9M1KYsQLwKCaLHOOeDV6zP+9ee/wZvHjMwzMmfkUnB/OGC32+OTFw+YUsTz02u8ff0t5gA8HPd48bDHdrYIOaxrLqrKOCGGKKYNLD4von4mpKQmIJRrOEAADZzpeNl37wzKzJKp2CVUMsnin8bg9/deaCrd+WsAhGrSx2aG0MIKX27qH1S792yb9Zn/3Uw7oMKQcc5SPU8BFXTUY7hcm55xWZdujhpfbcONde+fu7b+K4Om89eksp0WjHGZgKg7ae8YzjhmiLmFAGUGQuFqOnkhI2LWRHilY/oAk5q7rEXUgiu05o1a8XeX29cRaKWP283oxqB/VkUgGgFLuE6+8kBbGyMAGevj6TB1maw10VnNPmCmdz2tN7DjgYhELMq6MlVjFmM1x6M0gWICL6pVy5LRuRSGRYUjKt17QmrR3SrDzwJoLDh6rxWQuReG4BWX/eRNsrR+a/uzM9EemeQeSKCCjGVZLhyKc2YXJTB3NOdWwJRRsGD3EtEFAPH3yLsFgEjd3RrgPrJSRzMGANL1CXNn1tSfZ91nWXkhR3NKAeeiwVp0/jJX7QbnPr+Lj+gnPiDyfKgm1OajmKdC6Gc3tjpzrwC4orRkpJUwelbpsPZ9/UfBW+F6vNJhZUu9dqy2xYGqEcD6Yxc+RUQKVmJ3X+URSdfEjYifP1b5qwMgfvADGCFAEgwmwv0ccJgYx23E3SbifhdwnBmHjeT22EVgSxkTLYhYJPkLlRq5UqZf6WzHr2kO1orRcSKz+G0T2EvHySFsAvqw68oY1PZWBsJ/hveu1IkHIOMJHoWg/h6iitYd2f5XzYeYP+Si/iR0aRf5vuDMa3WuSTsv6r8iqfHHmbluFNZibl+VAaL+nAE5bj0Z9FPrh2YpsNKSgZkwoqxgp/T1s/rnnMFTxAIomhMDgOqIngMCZUxTxnwuSHPGZNoRzaY+zRNCKBIpKwXEWGq0vBBCNTGhQGKjrX4iERGW8+M5E37/1Rv82398CaYNMhhLPiOmiHne4P54h+PdHpzPeHz9Gvn8jO0m4f5ui/02IkUAlGFdK8Aiar9a+D7ZMJdzBiHoBoW6edoc6GxT0TudhxAqQLHx8hJ2Ob/OBV2bk2tzabzWh1e9VWwzIZ09nokYzXPe573vqueta0eti5mPEBFC9ICjMVtEovmQIAho+TugDB7Fd669NenoRdscA8y62471Gf8CPkdLu9nWmIVTrj4d3kG9U0G25X8J1OQ5pHPT5ydgIqSVCGnykfDlZqF5AYSVfhq99qdaU9b79Vq5PX9uzBW3x7R2jFHKlC5S6IhgCH2ksQoUrT7cn+uurc93zCaMVgggobp2TGugwpyBcZV7xbohM4tDb86gGDHNG0yB8MxPoBiRphl4DsKsK1NaXCo1m3+1TiXDtCMhhJp8M8YICX172T6rmy+jdsCbYdV3vQOAeDBgzzMtMIBVkGGfZSkYBV6e6fb1rmMpF9XjeTCvZCb4HCI9/TCrCxMGOVogznytb1zkQ9mq1/uEIOuuF/oaDRWA4DuZ9a8lLmUDH6U0gSR7rYY8M0dnkke5vSOwamQ0tDFC1Qy4arVBhm+jztlSIEn8GgC50JKaf0eQ5ysMr+2BhX5360tIHiFzUa0sKbgImjhanhVi7HPf2HtDQDQQoteCCIHMpyTC8j3JfhARp6g+pz9MgPbnLH9VAMQviECSp2OOhO1E2E+E+13Aw5Zw3EQcFYAcpoz9XLCbAhJnzLwgBVNHlwoD1J3XEWopNwHHyMDA7ESdAZQR2K4hbkMC4IECeAAkSgiDRubyDupSh/fru+71TJrEznbodkz4Y7Nn1A3K1NUDEf9zlR8GQCx4nm0CfUji8bnBSXoDBURuNru+XIxV/8RhrFxULcg42htNAmElD8yAcTwUgJDFofpcGKcMpHMR86wpYhMh/hhLVg2IaD/MiS3E3n43hAAOEk0rlgQqhKUQQBMenwL+7Zdf4vs3BWFOOC3POJUTpjQhpoD74wGbOeL09AaPb75HJODh/oDDfoMpAoEM8MkEJiXSZnMtEwmweO/CDLCo6V3oVZHc5U5S2GmMHANPNarOX19pUqWmBXmX7fdfsli/Sj0AmNnLCqI2pq8xP83O26LreCbJS0rtXd04vYMQrQGN8ZwVv25IEUIDIOIfIqZT8tu3qZbhXA8UbD4KI8VQ+qdAxyLkWLuN6ctF7iE0JnNdyjwKi34Akf4zl5GWSshUARNV0MlDH155jkXMGUvTprvNrQp2mgkWTOpc8/j0mpD+mXKewMhFnaxjAoWEAmXKQsC83QBPCXkpoCVLgJJwaa9vRWi/SvxJhXAsQT9C0hp7s7P6jH7ee43F+wrk1orf7zydNDo6AhDThEjOnHUTyK4f3VxliEUDowc9tS5oNNnfL+vBm35zRxuYc9dX3h9j1ID4EkCIVwFbQTOV6kGq3y9GjcOqcCQ3x38hkFzfEQLV9wRizcWyAv79pB7eLbOtCaH6/gsaHKm932scrO8M4DOsDark9e0jwqKBEVgFjyOg9eM9ajhIAciFWZr+nrYzKG6Qw/qa/DHLXxUAsWKdNceC7ZRw2EUcJ8bDPuLTfcJxSzhuCMctYT8VbBNhoozEBUklOQXNBlEcsD0D++FMD+FS2ujPXqNN73pTJ4H6Ewhc90x9cyPPVI+LClOzqebyXrHU/9xlJCheQtSfay2w3/pLkH4wKYack7GRjTIEs3+8lI6+bzcbkTHpqI/GPY5VqSNtYFc2Pc4q5eGCc2HEzKDTghQjUgo4x4wpBcQpIpoTWooKQsRfRCQrQaUZJu1I4BKAAsRCOOczvv0+4+e//DWYZpxLwZLPYGSEaYN5nnB3t0fOZ7x5/T2W5YS7/Qb77RZTIgBZCXQj3A5m14gp14r1czMdEEY2xohzyTifz1XqZ39N6npjBN5nmP6sxdv1i4anEXCjJ3+udfqhxfevaDbShcDCSk+rTFKs0WVYA2papCpqjGcf2aUB7Sa17Dfo9j7ApHd2n6/LWDcrQaV+l7kMvFZEr/UarEF02TPMrJHXlLaSRIzzIKfzqyIJgMAAuMjaNUEGyEl6B62zrfcfs7z3itAxFldFdqbCuFnlcT+61Cyt3SxElRBFI5pZmf+A5u1+o+ZK24v6ltWoViwzN04J82aHJUYsSwaWDPAJJfQCIT/NskV3C6GjTZZLKDkTrb6NjSZZH5jp0giIux54B03wUnMP9osKAdcBiLzvFui49n4zl/VML2DgxDu6lwthxMjntLpn9JHovLnUqMhwYJCoC4LT15XBaNoKK94kd6RHnj6M76t1r/Nc51YpNbRw4QxQ05ZU2sHQYB39c/2nDCCsu05t22qurKB7d4AK8kodC2bxKcmFwUg6HuWiTfYuo8tAm9Nj6QGIBTjoPzFGpFMCxxkLLRfP+LHLRwcgmYuaYEjUkhCBFBZsY8A8EbbTgsPM+PQw4eVhwot9xN0WOM5n7CdgNwVNSBgQGWqOksE5o4UlbFJp4VtdIqxb8nCP9gHUaFzQbKaAbkl8EWq2I2oXxNfPsgCzkrrUzsTV2jEgcQxrgghByjIpNdRi3cBl4zTgkUvBUiDXRdN8/GmMXikt5sgFISBTx2vdGa7f6UKq0tpuoFHUpqadCVGfzy38qFEMCx8cyAiJvr8zTyOQk8ixPtf+ZgOtaivumSBL4OR9Aazk4mNweyIm2g8GsGQDSkElJQFPU0SMGdNUMM0FMS1IKWCaIlJISEHUqFOK4HNBTJpHJBDCJEzY6VzwTHf41199gd9984hp/4B8PoOLhFDdpQ3uNjM+Oe6xPH+Pp+fvMM2E42GL3QxEZAVxpJJHACzfLUt7TMBms8HpdLpgMokIFAMWPUdE2G62CCAspzOYi8RKh+ay4QYsczkBRIipaVVyLiDKqyzL2lxZKxchetHmSdXdcw+uQkiY46wEPIlanAugqayIZKMYBQZSJy9xu16IvOT8/QsRVeAWVLpXNEEbB9bAAVDmGWBeROPbSfmo0hqtOCRCINXTi1trwlSKE2bgghgAzku9FvUypYQ3wMc1ZolgazmgQAKFcPdfX30vRBqngv99VsdsBovztfHCrP5z6stk65s1G600PYIQNQR0AIrNA+1hYlTpabWnSBABhXawbyNfnxkja77WT+zWS1m5lleEA2ZWK/WIjQYzarhUkc5KkBIbawFvXO8lUkEWEUpYd94GROKemcAQfzWEIBqMktHphxlABuY0KfMVQSBEmnA6PeK8MJhm3H/2Ob756vcgYhwPB+w3O3zLEWeQhGM/SxSk9lgbF6ufJH4TUyI5XziLKZbVNS/IsTTzViJQKKtmVjZapg1eNASsX89rOMH2YSI1H7OI7oWxLAI0ymJgJDvg0daB30uNKR99UDoNCEu/IhPOecGSC+BSBeS81H2O1SHflFuRopj0UN+3XFj8/9apsqzh4gRKrRFqndWHJW6lgDkrG7Nmvp3duibdk2/zbMysyS7r0Mh7M3ROa8VY28btmpWkLBXMA0AkA3FmsmigQZ3eC4NKQUpiwRODWkxrMAyu75TgNQBjqeH0m7l3KWKW6AFXJbl5QWEgpgmFxSSRh2utPVWA5vmONwCHCUs6X+3HH6t8dABCSjyjbpyJCjaBsY/AbhNx3EUcd4SHQ8T9PuK4CzhsGHebiN0EzCmKrwgvCJwEDKTYLZOW8EzsCDuHjUGi1UtD3gOc6A4yMkbXGCWZDEbq0UmZL95RLrZgV2UCWDYHQhC7WJLwqZruQ99BmrFT7fJZJz9W2sk89E3/zs5yrLOnl4Xm224LYmS4bjGQF31YiQNJvHjLoJwCqHAziavAQv4KwSjd+21jEjtIl0/FSaQEdHhToeKIwsBUXEiHeq1OpzGgZlYmzbUuXwAAIABJREFUe7lG4aFcpdnnJWMuCdMUkIswBXMAkBTiFiDGglIiYmI1q2AxweKA1znjX3/xH1ggkbUsZ0YMhBgCjndHxMB4+/QWJUvG8928EWkNirBOlnlXGbEly3GJuNE2t9Hhj1mYlhgVMI/MyUAg4WdEPVZQl4I68VB/5fuXcd26sSMHfo1BIZUWyQYeEOMMilF8eUoG4yyb5LWlUdtwZR0P83qs3vtqVDabDQDgfD6jKJCrkk1tIuv7QhTGDuwliDZebiUPtKurK7ML0ar/XPOfutGEWxqQS0lpD+78rT4PkdGFtecwC1t7oVXRdRgR3Zq1OaCbdbF3MoAo77FPzdFk9bEqDHN6+H59ZqxPqXfOBxr+rpVg813f4+ZKIZMs61yg0K3NVU76XfV0TCKFKJokEu2TZ+Dk0rrQ5SgFFGYRboSI4+EBKaUa/Wi33SOEhNNpwTkDJTNQ+v1HH1MxF6GZ5WqrAQQQCwudcxYH3RxcNCFUptIz9Gtml6M0mvw8GBhp05547bD9XZYF+eyDHnQ9vEorrG5+j/UfS8jX6ir/WASxUlB9K7hCCv2XXKj3cY/jnh/pqsYa+tbPt6HOa+ue1B9nrUi/DQ603ffrvMQNtkpP9+NjdRPLiVahpSz1DnYapZ6mC4Hwe1uABEpIQYAIKrZxUdXUhDAo+LDoWqUAhYBIARm9BqgCGJVqBAUsXLj3ydH1783kiITGRhVanafn6x30I5WPDkBEAUVIJAM2J4luddwkbDfAi0PCwyHgYZvwsA04boL4fKSAORFSDAjMiJRAZggzLJQulJ4CkMtJZIvTq6WuzeDGlFp8aR+95QLJc/+1e6pxDfa6rkrrW5fxa7bImEU60RhwqlGTmAiLAZBcRBZ1a4O5sqZ5YD48k7BWOqLD/fHhwnpezl0SriZhav0aiREHotveqXoggko8VFtVs0L3hIwtAkkp4MVC62aR3FSCg24o/IYtG0vrkwvtyOJNSkxKp+/mIvmLiHA+m+NhxJQAJIAXRs5ilhUDIcaMmCNCZHAu4BRx4oTfvXqFX//uC8TNAwAZ88IFMU6Y5wkPL+6BwljOT9imhLvtHps0ISKjaglBKk2VyXU+n1GKmIHlPFcTAVPl2roS9TZhmmaUnGv4RImWtehzRGK45tTczIr+8v4VvLIzMYAYImKYEOcNNpsd8lIQQgFzqAmohiThF+1433KLIe/qNcyjeZ7rHD89P8OLBGx+BUDCzRYFuhVMt+cMxko/uB1/jtIzTSYk6Jmra3XzktALwcZA422eAgAVBTnaT4wiUXpKyx0y5KOzGqDRZIt8I8fp6l7xzh54X37/Bxdpt2tMNHppUvFSacAPH/8+N0ajxWqF0NFPEwC0jW8pwNvnMxAT7o73WE4nlJwRw4Tj8QEAcDqdASbkTAhVjmjggzVAjAmbVAgWlK65/Vp8XMzRWoUuQQKChCqs0n5xxeaQCV96ACD3rJvHiKbfA5D6WTLysh7owQtzrplIjdqopmXoa5CLaPxKVcFwBSDkLi6ULwCId/zuZvrgBO9fuibUWAciuFnatQpYbwiB+tIAd7dsV4oFvCDqZDruZnleA5EmYPX8QUEJ0IiWhFIIgTUgSCBATRItSIjnK1gBuDxfBHZmgSF+up6n4KoFyoGqP18ukk+lNkDngDnue2FMhACcJf9XGN4qVYqBsJkIuw1wtyEBG1vg4UB4cYi4nwOO24DDDGwnxjxJpIBkDGmIEvvZBtZJI/wmBEWZawCklIK8hItzl5J8cs+W3x3eGFeJyy6syjA5LA8BlHDaxHmfwnatMe8gVZUKU5EhhKMw45ybpI8Bgc3ds3QzVXFfrUFdwE0S4vukZxIuicwawfHXyDPdZo6e0NrzR+IbQlAAov1GAiJAqgUxU7muDnZ/BFz4uRqe8BxASwbDEu3lnkgwg9QHxIOvUXK1JiEZtSNWbDMUzbCaahWdDwCIc1XFhiVrTo6AmItEyeIJuRAeAfzqP3+P54URJ9lsio7/FAi77Qb77QZlOSGCcdjtsEkRFvOebD6xml/4GaV1eHp6RohT1Sa2jU6lymGS6FWLABpm6dunp2cs56UCjHEzWiv+2ePxcR5+SKl0wG+AJJJgzTUMYsLTKeN8OmGeJ0wpgUjAVNG8i2thgm+15V3H1gQh156VUhKBw7JU05uioLHG3i9iLmh7bgPeADBqP3vxowuQVMfWM1hXC7enjuBhjW6Mv0cmaq1/L5NwXQcgZnrWayV1rZqWtKjZjvYKACAWcGbhmVmZL5HpKF20OlTpD5SA4yqHc6N4JvPK2XcesnZ2wOjyiu5m7up9XaA0Hr92XQgS3tXWuAeR5hNXd8+OSZZzS2a8eTpj3h2w2+3w7dffI4CRpi3ujw/CXIGR0oRzISxnL2Bi4ahITZYCibkgIL5ARZjDGGXOUDQrTOkTEQIRTDotyTu9KbOtA3VqL6UCDa8BaYFkeo0SsziTr2lAGjO70sfU+sp/1sKu9mMRULJejza+9s5YGgABSq/lHL4BqCFwwU54QeiAy+VdfbkmSCAbP8LqvPI+eSJQReXxrj2/VhC2bxu6WK+nF16C+yiptels5sFc+7JzwoeafgcBIMsitNRArhxvYXatbswiJGbt31KAhZr2Nmabg8pjsZhCMoBIInIX0MLI0QCH7OqliC+UdEVQIGKpDfoolR+rfHQAEmJGChFzAvabgP2Gcb8FXuwIn94l3G0J9zvC3QQcZsYuSYLBSVVbRFx9AdpEM1MX6pge4DZSL1m0CDa5uoVS/7HfbcNhJ4m5fK7uXgZahueAS+ej0K+r60uaQc5cqu6OsjgAZAC5ZLEvNAEXNefosZ5CrPq3MqnEw4jDBVNvzpyECK4Rm2ofaf+lqU0zhj1TJZ8a//2qVMedaxGJRLVpAMQDINc7/XPsOwXNeSLHTQ0uDmNLAxvqoLW2QcjxFglDzvuEVf3HA9j2fG1naCpoM9vK6iuCArULVg1DSsiqkZiivrMkvCmMX/7mSyBsAIqijSOLhMbY77eYpoicnxDA2G5mRAtLSOr3YqYnBAvLIVJhfcb53DQZIyj05gQly4QrWfw+zucGWJalAZExAo311drmvQZaRkB3C5RcML3V6ZCgTgdgEM654PyccTo9gQrwIs0IQQBIQAuFOTLQa+/z9X0XYPJA7lp7hIlpEar8hm05WSyCjbBqNsfErAjUfKYK+jnZ6uoY8aF+unQuxsPqVhlaLT7S1dgvt6Sj/j5bX9eFGY3W9OFSm6mU9a1J54tu0GKyKuAsKuNemBFCRNbEYwJMtW3UKL7RRCehgUTBWbcleV/AvMZMjvbuF/tHf7XWZW0Ur1//Q4ATMDCSILVz54txkz3ZM51Kxw0AUMTzUvDm6YTt4VP5/fgW+XzG8cU9Xrz4BMvpNShIKN0zhFbGaE2o0Abwkm/9mzuz6yDWKaHNGdPMVj/UEBATRJCCghAYkhdD5vgYldD2QAMsZt7V9gfAcn3YGrY5EYgEEK/0LYWgeXxo5X1hdY3VPaeg1sv29kqPKifOcN7a8KMJdutIeSaqtOKSV5H6On+FAVCNx9p+rv5ZK5pYEbgMJqTcjMauCX3snPFlNaR3PdcAD4E01K4KKVAunsvKsNvebYl423EGEBADaTj6AAoFE0u4+RBDzYOytpcJnND9VAWARYFHoVLPWXjyYGbhiqlYc4WVIglASxbeoBTgHESLkglYmMX8EgAjIl8JYPJjlo8OQKbA2CXCnSYXvNsUfLqL+OyQ8LCP2M2E4yZgNwVso2RCT0Eym5MyfrYptOKYZowRUtY3QEAIY4DbqG4gREOs9TfWnykzpI+eVCc4Qc1VTKLSv2MtTBzgaXnbEm2B2qYpGpDGUTa9Bg2LcWCWXDsChUpYiAiJe6DgiW9QCexaSDhKVwgsSd3Gjbc+X0d1LdxcJM3SMDCs0kLvjEjdvUykyReVKOYAigGWhRxsDMsC4LqTlgcYpbT+XQMggGeIjPiKBjtEk57pPu0272wBBSAkKChQAAExME6nM/KU8O3jE77+9i0ydphCxFKW6mYfU8Ruu0WKhOV8Fue4SGIPjxZ/pIAQWKP3O6kP9De4Ra9aWxen01nqnnPd7IvacFv/Pz091fH1fddA3CWD+pcpui5sflYNJeH184LzKWNOCUsWR9EUCTElTcLYR4mqT7wCRNaOr9GfNZA7vsMiiZUiSa2C6y/zZyDS6G+VBtqGB805JNrmtbqOIMK3Qc73zFNf2d7ufAQO/Tsui50b+2AdeNwusr766z1grkxrEUaNAwDSrBKlAEGdXVVW0yJFe0bX/r57rt4EoR+fB7hZLsHf+liQIiMvXLFgCcyx0jaunJMDPhTx9ukZBYR53uJ0PoujPBfc3x+x2834+rs3yPmEwmf4sK2egYapjjtQZWaxMkWL5gEjA+s16IXVGQhBw9QHNQslCX5iWmovhPF7oN9zPI3wtNSAcANnI+8yzHkHQMZkdeM98i5bQ+v+ISZMgO6FsM8Vpn6sm2ITAKiBL6y8S4AyfmdWjVVp+7Vv/9g2gPt7b7yPXKCh8ZzstU2I4PczCQR9vRiY9H/lU8BlUe0ZQDQ1c+WMml3donaut49adE99JkIfMIfs3TrV2/tJUzpEcJQLSmCkQMiFsDCwFA2tDEYOCRwuAeyPXT46ALnfzjikCXcz4WEX8bADPtkCn+wS9puIzUbygGxSwBQYKRTRfNjSsMnVDShghLIRQrjzPTqv37NEyqgL1d+3MpHrKbCLkmITw1/bCCL3N0o0BWoRD3zdbKGM95kwoG+Thl3TRF6MApD4DYQ0GXkByLJdu75whLP490eXZZOEQfVELND7ARDEsa5+Q+sBiJeCB7RQuuN9gcxeV763/uZatwqe3L0MwsLcqcEtZ8USFnDmunGujbT/3qThl4Sx04D46UcmmZLxTUmjZ7Awi5KjwN9gkdwIIjwTKcayZBBllLDD19++weunM5awqxst69xKMWqSQwI4Y7OZBIDoZs3wET1I93AzQSHHOEDfKY1wewIAYMnGGEtUu+hAozn2p5Q6CeD/z96bNUmSHGeCn5qZe0RmdVVfQANo3CRBAiAJUmRWZB/m/z/OiiyXMwuSwOLso/qq6qrMyohwM9N9UFUzNQ+PrOoGwcLDWEt2xeXudqrqp6e3Jnjf2K8qcH71NioruhxJqEygIFVoT8uCSBVxJyB1mqIKLT1mxZr3/fYav624ljX92RK8/ff+dfOxD1008IIOGalhqIWYGr1ogjl7gB6a68h6Zroygtw7Rwc9zV31e8tycR/IGoSy1Vy9yn5Yfx9W701bbIojuSejNg1ppyU2L8pg1k/SjkP5gwnDX61/1v5sUHuzS349X62dCa4Y6XH/IYbPBlodgyQI2lDqGf15fnOLkGYgTnjx4ha1SKzFt7/9LVAEjqc71QAvINKEFS1GYzWLZ8OTD6oldcm9XsPQT81M2K3ejr9VKWzphcexErX0w+jAuJ+7tWANyAFqLlD++xBCo8/+M/96VJ7KOLsLHDQObDVGIqktQZpgwrJn2vptgCG/VtyeBXhBYq0rvQ+A+PoecpB8zSiTCWROc+58tNWdqiPv2GrBWWM83ZQxdZ6zbusjb5Zk+63FZ6yLOwJAZfMEIOTSi+3mDEBdfYOm5A0XanBQ4/dKb2kMJ6CoboKV9bfQkIKqoIRAkQDNplY5oHDAwkCq6mVBjBJGV/TX1V47ALmKjOs5482riHd2AY9mwlv7hAcT4eEemKeCXQyYgqSBrKQpX9eouPQN5oWBNUFkuPhtkXjGDjFBUqHU1VFkPWT+udBsEqLJhtvwpEIbg0HJYlP0Uie8EfuUVQT/lqpueoiLKwDV1gchHJrpZhgrBSSaJB7GBKIVOCPNjERBbQykpmDCAIR6uli5PjAagw4xImpBLxFqFgRShB/69fI9Wv/GQyuo3fJkmxzYhIDBWrMCP8G0nNq3FRGPlloReih1UiszQq2oNcFSceacQYgoi/h/L6eMmkWK749gcHUWERZNQiA1zaIzLlvotscMZOn75isazDAra+XnrIGnyB2/kviLVoZq7SYcTxGfPz3icGJgD1QKkCyaEeCEGCdc72dMfARTxtU8IaK2wsgMFVwzGoMFhRZLxCDEFCTtn60DCGSBcSxxRygaBGrG5koAEwIiMpfGrG19GgPhimAZsIBGdKPOhcUyrC2OjRv69/7tvTJWT8NrzioWHxU5ildWqVhOGYFmMBLmOSHQAqAiRCD2ZQYg6Rlba5tWdvQlZgN07RVrFelWOE//MxcgZol58kL/kMyKAWNaTAymqjEtcg0ZuKxozzJLmuSsV5ekZjlR330VEgiMEOVMNNnWZXqjswWBqkPE/SCAUDVRxig4mJ2z74tLoONcy+mFCptve+8UD8GEtgQGkEhSV+ZcsMDl3mehQ0lpYoH4Jdp6dMuqSwHu+n6xXXDNav18GbjS/phLjM2/v8pCGqiBafcv8bAy3ACXZH1DWyFq4yKixjeasULHziqEn8UO6Pxpp6WQqq53ZbPLWw0gEeoKA8cCPLvL2F09BErFcnsLFMbDN97Gt9//PpCBuy+fox5PiBRxYkacAmAWOTSq5HbTCE5s3Wz/sbnlENQNs587WXON+YhC+8TiqPPbmEmVTEbBAu9ZrYwEmpL0SIX8MTWl8YcuM9ic22iYua17rRZbY2vWA6Fj9ECkr12MZq0hTDVoHIe4o3GQ8VniFFB3DY6r/WgxgTJvqo03cO5jGxXc2X08cZRUsUU3LNk/7bVZDRw7V5lAlAQtY1ftmbzAWpl93fTcs0p5xv/ZzbXJfxYf4S3Ca0ptMlwtDjQxgZDEe8XOPxgSL1lQisR2nk6+1ojSX1itpdIA15jpK/Q5RBU5pI2tn6meQAJABJgDAnsZeEKnyoRUqiQjkqh1lMh/Cfjj9QOQh3upaP7mVcRbVxGPdgGP9hOudsB1qkhBXK4igMBVBHtApSZsqpC8iXTN0FgZijHywcphh6ptWH9XatfAHquHV2S22A+eHT7WjFtA88u2x9iLyHZATGjq/rulqGaaBJiI5BoRYwDShJASQGKatcwcIjgEePh0pqlqAnwYhEIoCFmDDwMDXMowlx7oJYqN+K3Bn3ehGhqhpataX+e1Dtb8GCVHfxd6/BilRouOi/V+SixD8wcV4gxIlqqcM47HE+7uXuB4uMOyHFHvSXsks6xEV7cKE4O0gvtKHurCUJtP/w3O5pSMbxnDIxHgjK8KMw04LYTbuwLEtKGZDqAQMUexUFncjICPUSghJgm+TaSxKG4+K6GSadT0r4GPzoDWYlSvT+A07Gthi/t13MilMH/Q+T1fqa0E9cuNmzAh8Q2A6gqUKYgW61ArcslIcVHNotUFGZ8xvv06PSegOc/pnjjT8sn7kcevBHXbf4rZmqCFFW5jUTjUWkRJQAywt2B2gVJo2Agy1qSzraPbhkwyx+IhsJEhiMV90X++1trKPS9boPt1wwzZIRk6STAhU9Y8BpJ6SCxZzjKqCJ4qjPPZ/X2AcL+xne+ttqL6G/2+cB1jpCPk1pPdHXWf8Maw7ffDzHky4TeHifH6OW3M39mf/tNiVdZDUULG6s9mBdmkGwExTTi8WHB7KEgPdjiejkhccHs44O9+8rfY7a9xfP4FDs9vMNcqyWZUu01VJsLT1tYJp5JfnVL9b+P7lVJBgEFt7lrcQCcAsgBktWiT8Wo5Fy2TVGW1OKwyRrXXctEW/yOiVkIUCn4l5sD4qWVwUjHbDYSCSADm2ktEWlXLTgC3dfCp6EGj9XAdWyX9EKVFWXi43n6zPqdry9d6v5ubG9HoCmc0qCn21uu0pWUyP1MD46BGDzvd69ZcMEwdt9m/nk7fr9lIBxtNabRZvSoKIWcZQ86SBAEmNbisc+N+cCUjVkBOQKktqKcNtvbe1d+EB53jqK5g6iFNIYDjxvz9F7fXDkDe2k148yri7WtIhfOZcD1XzLEiBsnnHqsRxapxHzL7l/iRaWi8G8QagJipch3IRUG0BWsTp7TRJQtE7bASxY2DGDQlZkXYYqAq5623uJ2ryuZOpFq8NCFNCXFKCLsd4jwjxIApJe2DjpElAKn12geGByn6ZkTLXwcSsGPAQ/rbBeaAbqYehQSAalFeowTE/cY/YzhwBKnDODCPc2F83TqB8lx4+IVYgHRSCQDn0gTHWjXjWak4nRYcj0fc3t7i+fMbvLi5wd3dXXMV8o8fXKOMQVj2rboehydQMrdmsTFrjdQFie37s8bcsmh416XmyhIYp5pxPC2IcUIhcXcIWmFVLF1Ra0IAKSZhluip+dbzWgtJil+z4Kk2his1VzVSgcsqv14SDs30LYyzC9Wj64DTiDHG70CDK0EpY+XWAXS6vVKZW9HIe5ubc8v/TgitYCfXBcuy6NwzdjNaBeXtIND7BeRXaUPKcGYt0KcxQaXXImFcpn/y/eUv+3WMqoDHmHWMMufepRGACHS1wBCw7H3nguZ/iy70mFZXBAkL8HRnHZ2ejO542+f+ZdYC60VlL8yMAkappe1tCgFRtY41Ck1ZK1maEkvHseW6sdXXPsb+/z9XMyWRzeWlck7SRgUDOZq+7qa3aH+VMbQU3Sa0VqBFf7O4OsaQUCnhy9sbUJiQ84LD4QVyPuDhG1f467/5MeYp4snNc5xOB1xNAWFOSNOEpS5IFoPwssOwasazttZxS3g+33cCqkvJXZEHsWwbi7C4kmBmk4t7Ru02F3hgbUJtp/v2FyNdPBPyuaWVFvWBxc5suSa19yurwrnV0c7+Gpj012tl05o/rF0x11W+L3mwrJ/xclrglSXUzvx5COM4xnHMgwqiv1o9W85J/07cBQuYE0qpCMHmVRXcDDD3ZAbrsQ0gxDWfTXJrz/TXY9+FrkuqaTGCJHB67eL/6wcg39gHvH2d8OgKeGMGHkzAnApSrIh6bkzzGrTQ7FoDs9WEJjHWVhAjBraAoxA2otJxk20/sB+W7ew91odLG4pzP/BKHvq+CQqIYgSliDRNSLsJaZ4bAEkpYpomRfwm4I/HJsV1ELw9DRJz4NJ0mgIBjpkZ0Ymq9jOhcQAhLnvEWoO5PizDHFjqxA2wcil5QBvDhSB9gMTlRFfMrqu1tnzoORcsy4Lj4YQXLw54/vwWNzc3ON69QM6L4Uv0Ne86lLNDz+LKQoBklDoT/ngUYGylGQAHF+SK5jcqe1P64ONyYiQBtWDUUHBiRtY9nFIagLPF6MQYAWIVnhUQreaz71toETEDHwTLQ84s/bMgZ0mgcM5g7Fy1+6sWaotp9P24sYoBQCVsJWMY12YltHKF1Ol7FSbV+xGIpPBjEXeLYnOkVrpSMohkns/bGIT9ddq5lci0d87dba09dde288NYZdYZX9eVdtA+J4LWChiVC/KAcV+vZapKPUsOAM2qpvuYTHNq17l1A7RqcX+mnYGt2L1LVpCz71brPs6bWLfs2DXajFHAOxeC7lnhM8F9HOOr2PJeab+ekyP3PNfvlwrktibmiiQxg+vbv+LxOe+mXtiiZKw+laqyMiR1/sIBz24XMCJOpyPK6QVOx1v87Kd/h4dvvoHDi+f48ulnKKcDpus9UCIOUWognHXNgWZ5uVJ0NOBxWZCU2/TrLgIQAAxVyGgmzqhxCzb9rTJ7ICB0Pj/u6z6OLR5oihQvoNv361i0kT+uFIRt754LuIMFpPpzMs4f3PnYCoS/b07v+97OLnOPzfRzsQYlG3d097L3tW1eT8OEV6+vXwOo/s24V+TefW91mVD2laRlE1m1J2FYi5F+vu9Tqvh5sffWx7Ustb4Hs1nMxn0ToygUmCJSfO3i/+sHIO89jHh4TbiaCx7MhF0iRCpaIA3wm6tqzTQJOpYTRepHfw4WhktH5nR2sPRjl0lmO41k/2wrE9BayPaC7yUAQolcoZ+qwexi8QgxIk0zpimBAykAmTHtZsT9HiElTNPkKrmOBMfaECxLY4aYgYg0AGKEdMzMNbmsCWcEiIfbvCLnUopA/R3aoRzjT+y74do1EGjPF62SEdShAFQuWJaCZck4HI443J3w7NlzPH/+HHcvDsjHpQ2mMxGb1xFkyW+UkAS1yhhhcv3JuVtT5GPP4CSFqt3TW+u60OY0lOazToRSKxZULEsBBbHA5SWLbzKouUClGEFUECkCKG0at7VKUUEI2rpYnnOoVk8om07QhpyzLkZWNS22fw6gVgfYmMYbiaUloAYGsqxhmpITxGWlzYqZ9CwAwOl0QuHj/cVB3bj7jwBCQUxARMDEChXVcubr+Wy3bbrSbr5+3kbz+0vkZG41EOR6eY5p8jxdESaowkhd37eDvVxL29doGlLr4zmY3BofMMa2iKJ3LfDpficoKlJm6bIOMUlGO2tr4cM/36/ned9Gwatyr9WwnQSAhv1da0V1gaVnSgYMMbdnzzRQvtU3oQiXhd4tAL/V2ucEoZP9G/fX595/7d92K7btCwYsO48JerYGjPFijK6wbQzNNfRcSCq1qmsqxMIeI2olVIq4vVvw/HBCBrCcDuC64Go/46c/+ymYgBe3X+LZk8/BvCCFPTgJSNrtZqDkboW15+uMy3xuCORGpy+wpzUIHAVFn5yEAQSpym7zF7jNvfAEnV9mDeKUawut1+48tbmtge1jE86ZuSlAtua6jRNaJFkrjYdAaJ5gxm/dvuuvt2n6en7WZ/RlQeHrufRt6z7DWXb8xP6VObHP1/TdZIq1gC9rUGtxyhSV+ez+98VrDf8TK0egcW/ZPVOKWltGXN2IUltDodOd1nVvi8s8ws+dB5yX+JrtwU25UxUN9VW8BP7M7bUDkLcfEK73wC4SdpGlngRsMxTT0wAQcB5ALuCOhPisb0ob2hFtJlB4JN+vwz2Hb7zjOfrfNuda5dRLAMTMohIcTSBEWOq9mARcxGlCSBFpFvAhf3vECwCk5WzV5sEUwTTwNlUUsy9jAAAgAElEQVQrIX8jO4h96UfoCfx6er6a5qwDEDvbnSli+O4+t5KhqTAwaFVa1isJLj4eT7h7ccDNjbhe3d7e4XQ8gV3QlxElAw0h9uwp59m+9IIt173oBrLShXLT1p1rsNxw0MGPblIi1BhQq5hUmaDV3HMHCO16s3BpP18yjSLc2vz7G4mwykSgTuOH53y9Jp06J6aKhDSOoAHW4Tpp8zz3fU6EAsbxeNTxXB7wWuAkV/24BdmSzcnl4l9fd+T27MvWIQHitQkwVbPAjMylMyWjO9vaX2rCqGd2DhDcKwiP33nBvgXoahMhFbpfGOzn1Z0bK+UwuIk6weO+PbUGCYPQco8gEScJChZ3zPWeGu8/Km/GMY4CwD39vPiE/pyXWj++5gazZ/s+GD1rm8FcdFyMTruOOhh5Rep73oegfJvFValWYJr3OJwynjx7jtujpODN+Yg5MH7283/A/uoNlFJxuL3B8e45pmQRDAyKBM4mpHd+Q43ve3qx3hsv6et9PxAGqWvhBG4WCyCqAx0EdcuVyeQBnPvndSWTj12ldpONbqxAg9dy+3GK7KEeIBkIF3j7JQvI+XyYBencGrGmHV9lXs+8Qja0+udjBLjRrT7n4/PGPWBjiDEALYHFCNwuPXd7TCvFb0P6lg3Ngb/2G/m+VhdLs7L4jtZaPvt3DUTGMUtb84e1oi0H+t8ABAAeXUfsZkIKFYlJc0KbiiI3AgOou4CTi7jy2WFgQDQOFza8CLkb4MO+v3hQ1kLh+nfbAMSj2i0AwoElroUZIeq4re7GNCOEgDQlpN2M3dVeQMh+xjzvkaL4w4prjWm0CAg8ELyBuQMIQ4CemzvqTOeMWDNW5tkVIODLc/MyzYhv/kC/iq/11jMJHfxVTbNbi6bI04J5x+MRd3d3eP78Bjc3NzjcScVu2hTcZC4iuLmnhGCmbxPc6kBoxibHbMtqtp4brwHeMqk3YTNEFLC4Z1FASgmnJcteCqTFDNtApM8vEZTkp2HYp9RzxgFQBot+r5fLRXzhtT3PmOU58b/cye3bEVGzhJQqLnavuvc2QYUyNTW6gGil+W23ZjmzX0NKNOF1e9znwkLb1y0HvYs7kx8I3WF/5p1GMRB8NifRItaWdeZVNPH23cDwPLMHaTEs6u4nLmMVc4+HqiShk+NZc0IGt5GdgZSt/rRzch/pKBaTMrpbbDX/zBjHFfbukvev/st4h4v9wQpi228JGk/x8taAQ3/82Bvnqz52pccC+eK4Rj9eot/2TxieHxCaLxYTg0LEUipOueLTz79ABiMvJyAv+Nb738KPf/hj1Brw4u4On336GMvpiP0s1mKC0LcOjnR4lm7d+rICIOfj3d7n9/MuQxMG6fqerkXiqUI14bifsS7DbDyDoBmrFJCrsrIBkTjuee+O5BPJrD9nEouHxTuGKH2LkVBz6JnM1nTPwOmwrjZ/IwBYz9Wl8+ldvc7n9Pz9lgzQx2o0mDUbFDroc4MIIQ33PnO7o7Xw3ufO32nk2esTQO2a7qFgvzOLNGEEfv323sPj0lxsAZDNdVv11ZSI3gunj4KRA1DT/wYgeLiXoNfA1GsKKRGEpq4zUYdC91EVVwwN1A44L65VWQvL6W8HRiEBp4FCUwQZ0aVh860Phn93n6bABAI5FblKMNj572TjVwYCixWECZLidkqI04wYE6bdhGmekXYT5t0Ou/2M3X4n1hFNh9sOGNFAfNc9JUdQ1q1pyLD1E16ZQNZTMCLs4XKy9XLZJ1aXXjpUXvC6TyDycTaVqwKOipIrShE3lmUpWE4Zy3HB6e6Emy9vcPvsBsthQTll1JI1bSS0r0ZgRE9bilhAQgyqDXUuSTBthxBJI2RChITxWlYdmwuVW1XwMFOwcSuL5aG2HjFE2SNV9kmuBXUSYiv1cbJJygJoAXAuCAxMaQLVBYSgmqNe/6GbuAOGmggtGYG4P1r2LNHoAabdliwuCQZSxg1SITl9a5fkuQsK/YgxvNGLeVtD04QJm0di1JpxPNyhTgkpXmO32+P5TQGxBJB1zZNtzgv7iPm8mrWtCW0IdnC0g7idLZGZe+5/L5Bd2sPRZSSRfWwzKRWaC0sBNcl4LHE/tYoShoEGnJk1KxBKn0+le0E7zK1oWp9v0daubYyWdtM65vt+LryO42k/Q4szsI8CtSxBFRVZAVLQsyYpgYOpnBrTppylAK12vkJdRImE3nsQwiw1XWrobkXaSmGAK3R7SKGuwppHX1NrUwVodPmSBL22c7ml+gb6PtiaC9k/o6V92Nk2SIKm9mwPHFKo68Zqe6OL3MrVXFpcL/iOIhXQgbQp+ljXiTqfQlWTD9peCY4/mrum3E8UMpV7SmOiLnUzAoilUjRzwZILECd8+sVzfHFzixNEW/zmo0f40Y//Bg+uHuH5zQ3unn6OZ598jH1gTMTYzQmlmi87NKV0T1lrQwEI5IKpJc2rJRFfLwWBBtmB2xyjnWfvnmTnW/l7u0yFzmDs1+JrhB+vsaMHCz67YGjgsM+jgQtzNbWU5jGO33llbIySjIYmoQNcJJUsWR+rApUW46ekXVMS9zno/RG5XVwvzaXLEuQIv3Iyh/F7Rru/z4bpBep1TETfX0CK5t5MUtPMktYEAtBTHZMtQZvf8dw0sEoqR26QYSIAIcArQHrfdE3R6XMHFpqoIYT23K487HtAih0bWLH9Jx005c8auIlLtPAw6Utt/GVLZrL35p5rSosxJjMAHLTK+uttrx2AXM32SsGC10zUCduaim4674SuCyYNdHBtGXTI5cuW38gBGc2WYWSyr7xANPgHdyJsT2P3fuNavTgQQDFKZqt5RphmxHnCvJuR5oQ0Jcy7GbvdjHmXEGPoCLs/HeuHnWtxsPndKE+s0f5Gz/0z1loTfyjsOWsq8RXayzTj3sIkGmKxerBqgGqpyAsjnwqW04LD3R0OL+6QTws0ubjyG9b9Az3spAG1IhyEEBA0Te2oqQE4BKnjEhiIpu0gEWZUc2e7lA1IsMvhv5pDr9MDq3WESVIQE6kWKyJOM7gcQACWU8b++goFiwistaofcUQzcWkfhOjV1h9gDIwbY4BMmnBClvuu+0eT3seyrkBTyRoAPXdB82sI1mNn11xYf9H8d8Z1LAW1Jux2M168uMFyOgK1OH2GFw4v76V79djrr0yAd0KcAZbzXX55LO1m8IwL7awY06kKrkutKBWab55atrw2AuqurKz7yqgQA1KjgKGFCsU9htr6r+NmevdqGenhqDn16zWCR1+dAUArIyACjASFEsnWqi0VZ1VX0iabg7mqtUQTiDCAQFbGoQtJxHJOqpyVljlRW9CzXavOXzaXtqIxBUUrcfMonNpDdDnP1pHOXvQ10X/HXb3x82FON947wbibeRxKWN13c6etMhT2RzHMHQ9EoFWhgGDPsCB+YpjblinzTDizMydjDSr0yvmPKeDEAX/46BMUInDNmFLCD37wPbzz7jfFRz8f8PnHv0c+3GI3E6YQMU8JhXeIIQJ1QdDU4ybgkpufAB+vSA2ASDt3B/TfyS2UUhk/AFrBt21vBpa9WruLc4ApA9bzr/xeBVYfOwJ06wI52WS0cLgCiRsWELlWe8BAjSLnBBLgxjXoPPU5aQBA6XRVhdFo1ega/f4XnaKKz+7XhXd//oVXNB6IcPZ7qzkSoyn2GDFCAYjOFzuLNBlw6muOJn+1J8v8xcsB7bya9xj7WExOMGF+nO+AkEKzYHWLg9JV2Olfg4YVP3S0yniwTwRTq92nopRRBhnlsU5n1vuVoGN5/fjj9QMQiafywnL/jjgNH5ybp7ar59pvmSVbkGwUvSdZANNa2Dq/x1Yg+qU2agvGw3jffVjTTomrQkBMqQOQeUbazZhnASC7/Q7TnJDmhEnTgcrzXrmbLxnD1wMHfwnNAkmFqInG3nzlLTh7WY5Yjicc7g64u7vDskha1xCoxdFwqWq6NuGP2j05VGctGA++pUQ0RlCKECNZ16rEe0wvyCSVXQPUvWItZK/G2Fw+KgGBUEkK/F1dX6HWp4gx4rSc8CC8gRALai7IJSPnDObUrTv+GSviZFlV+pm4AFBXzc5iI7gNQHBj4k2AGhHIeB8j8vzKET/a74KcgePxiOPxiJJlbc/P9v2uJF//KNHG6/vBzqu13ttaWFMEy2tfJXgUJqWWhcmqJgTZX1XBimQbKTyQH57HefXxDAbhJgjbQ+qwfb0LICFqVroueLVzE1hTcTOsRkQXKhgc0YvjgX2afzBG+u9fxxTaWQkm4GkPShR6XXUexZLUgbOccW7AB24kX79dAiurj8OYpnx9VkZNqVvzi2Do3GefN3heCKFf427dwYjsnIYIV4eIAmk6Yytwh7b3ErWHoIBASPjgj49xc3dEJsLV1Ywfff97+PGPfoD9LuHu9gY1H/H73/4ab+0T5olwtd/hdFpAVQBMjPPo5169gCX1fPzcrGmAb2cKOktL2ACVF4wv+dXzoKO5b6eMQIJc0T3TqqucQucC5qj0Cpvv3ciG71JKDRyGILGRlnWqz2PeHh+kb6L0lOdY1sWtmJAx8Y6AXr8e/buK6p4p69H5bqS6aeUh6sWGN13pVx8NPG3V11GRAlcLrbvEMQuv5lKHvrZ5D4SQerHd7v6rtLMWGPi4r63vC45gMsuiWG6GmJ2L7fJzTC7met/1/zXttQOQefLgY8Ww6/o791UdTVaDJp/MDNUL7di6hxAlzajqBUvuvnryG4+iux/sy4Rzv6/MfNjeb8SHtCcxAXqoY0qY5gkhRkzzhLjbI+4Sdrsd0hS1BkhEdOADQKvPcKm9rO9nptOv0fzB+VPalhnyVdoagHCRv1oq6iLuVXk54bQccTy8QD4dEANjSkFcPwgoIaCGrATQAIz6Tzr3lC3wahoRZm7rwSyVai19qxFQD4CtAt7WPl4TEe9zDibUwEghYL/by/4hwrII4AghoKKgshRZNCXU1nyOxGxtCpfP7m1kBNYKjEFeO4Hg8jp60zAAWIYSWQQCxJXq7HrRjNlaWWaew+EFAAyaqHMB5L6zcrn45H3XASbEWlMpjgGQd025f417P3j8is2yJ88ptWKpXSjysErDq9UFixrIMNDA9SRCTgCaAzXQDclO+PSCw/kK9EBOtoWwT/Q6gmU66zee1I8bRMgo4FJFg97cVLVLsnEsCzKIgEyMqBIeU3dzUd0ixLVQgUpQtzOuLR2svFUewF1Jwc46eHZGN1Zqvafqy87IKzZ/XxPE1s83N8GhkNiqP+u+ev4ghpMe/GwjWF/PQHOvkTm2T21vSmA4oO7MDhzVqpkx9FdEQEEAkHA4Vfzqt3/EwhLf+ObDN/HD7/0AV7sdal6AuuDf/t9/RaSKq6srzKEgJgGnKQbEGBA5IEQaQIhv8xk/tL4DtS46v13p0ptd1xUpfmtf5G/UgUQgKE8Z3Vn9elwCIP3v5eDD38vG4RVHRv+MN5kiVABIVctCl6Vsc3grj8881y0upO5g0Y1jBCGjkDzSEZt75u56vM4UyiznL7haGZ5/GgBZz0uf5HE/nP1uDb6t3+hFZu051ifJJL2KkWz3G8d2tk+aFUP++nzw4AVQWYqgxhAhmdWiHFiuiCEgIHYPjzzythEQ3w9AupLw9bbXDkDiUI2R2j8EMY/3tRkzu1gqujPzkhI/S1nH8BliBPVVqurrXtsh8hkoWm9Wi2sbK4RwntoxjMR7+A40XO8BTUhRzHcxIGqtj5giQkqIc8Q8iwUkzgHTblKZpoKdW8PLANJX+e5VN+X6dwPzWhGDl4O3Psd+LJsH+Z57EElKOy4QAb1U5NMJZckSgJ4XHO9usZzuECMwTYQYE7gySpECdLVGEUo0bkQEFGF0ptTdys6zHoO9br+lrnEawSLDyy5+jwSSgl02H23P2x9LXMn1g2shzMrwS61IuxkhF1Qwnt3cgN97Q6qdB9EKxxgHor+uVNsE20bITZM19LxxZnG56r3rTKwOWdf8XMmZRvutDkrv2e9rDHlrH5FKqjxc04WNLeZI3vVgmH8efO7Pwdd9RH11nb/M9edsCCtGOdKzLrRLUHcUQF0JOQMlS90OAYAK1khcLXJVhhVI4uugAjoYVE9acFUctbJ1gQiluXYkmScFIRKrVld99eA1nzN9FVyr1hpuiqGUOnRRwau4e/brGdGEuGDugozFgjfOtNxCh6kGcNZ0lyRpfmX8wtzJBahIQU4ThnTG76Fdl+gRoQshfwpjH3gOAD/IUVEEFK/BXAtV99Hjphm3S5wihcSdpK9734MmKPtHyrVj34R29fgSi0+iMKOGCb/+1f+HUxXeN08Tvv3N9/DwwRsgZhzvDnj62Wf44x9/j29/8xH2e2BCQEoTuOSWQCUE2xOyL2pd751xamzOvKII6OBjS6kkz3HCaR1lkNGTQsYdY1S3wgByFjoDIF6w7fcZl9BobuWKKaTheV6WKSttvB8XLPYAnRfZ9ylBk6nIPBYfg+EACAApAcBWENeDkNC8BrpVpM9VLrnRQHmOn0dxn+1TOTm6B5gVstbaCvwOlo8YRcFUuszmrUoCli+7i9KGjNdBRmiAYM0Xm4WLRyWj3Ahnqc/bZSyFbWUOqlvLKIkVAqkrmjDYKocbIGrW3xCSzlmGxcGgjoV5R7mi77n1Xq8sMOs/SWfyJ7XXDkA2ybkKOmFVMSYM2qguJF3S4IumuMI0ZONT5a8UHg6+33Brd5QzF5rhuRdy1POacTjkDDkMlCJiSppyVzNbTRPiPCHNEXEKoKgMjkxr8Oq751UByGUB7y+/eW0PVwAZ4FzBRWuALEfk0wG1LIhR10DXn5mQkgRg52IFnhjF3LiKAJCKuLnn5PljDYHGKHC+x4dr7wGAL1thAwrzLAkJJCc9kEtBIqmim0vBi7s7MKO5Nd23op0Bn3/X+6YCtRPQ5WX3e20xGgpc1s9wdx3/fL0IsGrz7RlOUwQeMr352ep61+02uhmN3xVs3/PVGq3+HbWpW03mtK7e99deQF6WrAkVZG8ueRSIAE14wGJ3YA6iQTQrCIXm1sFE4BBBJAoQBP13ShrLlEA0NfBBPQF6G2NojLuiwtE/2xcqAJksKkHMK9fjlXA8uA5xbeOrJLEcjAqqVf7diNEjaMwVVdH0ghGZESyFKxhU/A4I+mlfo78cikfuDxj2EAEIbvxnPO6euzZFQX/fwIjRMFzcsb0/Nv9N8FytI8sLinqS44yPP3mKX//hA4ACpkD4/ne+hR//6AeIAViOd3hx8wz/8n//D7z1cI/r64RAC6bQA3EZYt1MUWlFlf1eQ6czBC2au+4529+5C/YI+vUuNLoSmiu3p/9ek/91m7da9LWgpri0/okrLTuBe3QHG0FmbYrSkjugCBp/ocIHAhOixhJVMffLfDpgZh4kVkPF4j9i6uDKQEgbk4u5sfH0daC2BjbXXhHm/8JqWr1ybx0TM1o5RuA+0FWnQPTzyyyZzMZsc24fVVVgu/75n/E9hIMhe89il6WGkuw3hl1rh0YVYVq0xaJEJOGCqvNoBNIvk9O8NUfOI+EvgdC9dgCy3YTort2KRi3muSnMVwZt7ipQa0VD4eOsn7tobOerX6Ps3k9pK/A5UG+PQIdDEgIQRZOQtJ5HjOJqleZJ6n3ME9KUNF7MC2PrHoxjehmwuPTdfa5cf0ltPf5GiNVtigur1aNgOR5xPB6wLCeAClISQh+D1NCAMSUQcpGsWQZCaqkoSnhKjYAJ8is1tzdbA24eGbhcsb39YBhDa9S/W4+7XQPGfrfDo0eP8PT5LaY0gSFBhDEllJJx++KFkbXhDlvNE3BaZ1Mb9gqvuleG33XGLIH89J9A7cbzfw/9JEKg++Ku2quV4PCnq4TMEtJDCy/3VOTAYnKakA1HK0zLmTMjF8bptAjoKAqcdY9CwUXTeAYCaCcZXYK4xyR1YYghiHtSjCIkBPk3xASKEdMuyXuKiGFGCJNmB4wolhULaIIq2DKtjHNXh/g8R/PWjG8lOHvFDXGVbEZVQZpmU+NawVzAKKCBEmjsEFfEIL+ttUKqwlQErvp7t1cV9Mo+qEhct/ujz7i0Q4bPadztzJd31gVRZ/NXZnGwFsMYRDx0wf1ubQGxr9ZuPOZuBeNNBjIHAOReN9rWM5O1B3DrsAA8Svjy9oB//83vUSH78Dvfeg9//9OfYD8Dy/EWx7tb/Nsv/wXL6RnefvQIU6zgnAG1dMSQAM6YpglzIhBb7ABQq3eyG8dv8yPggwAHQCzrH2/QdADds4EBTRjdQHHzsmAN2v5a9KP3oQMQbvSX1Z3WZI9SiisE2cHImWxDPXNSLbZupiDrAexrAFZLRvXj8q5U1OtgmRXC5CFzj2qP97T6DPCOQehm5efKsPg1+zc4XmL37aCoK4TPZJxBkTcewFLPlcX2jMIrjuAV2ooizMNmXMWRl4znoYMT62/WGMWU4hl43bKS+c+rZq3xlhxejXl9nR8jM0tq7L+A9toBCPP5JMvngLlfGAOT+XbElJU4qrItxojKAaXIdaVC6orABAIvCNmGdlkI2BIdmBBJaObQWp2ptMI0JNbStJpK0qeRKKqqkXGCRn5Kju8Qk7hbTRPClBB3M9J+LwBkH6VoTnTp3/T2wli3WRabqgc428Qva6+KqC9dt/V+fS+vrbkEMkkZ36iM8FoUGWMjlFkIWS2EkgvqIjEfOR9xPNzieLoD10VM+NFSQqobkqYyBRNSDJrqFi1ArygRrzVg2wJCKLVoptkepM4qeXAIqgy3vW0xAc7s7LSv7NUptubUoTGDhEhzBvIBu2vgrbfewpObF4hTQi4FZcmYU8LxeIdnty9wygXXkSSeYmN9+hqttUfUNW21Sgpiy1+uwqAxTiH0Ng4RjKm5/3hE7sav5njDaAP+8q/6kYcp8CL3wFmfc4QQBg3cyIzgCL4CpKY6dYyK7MwZ4yYNpGZDCm7FhKmKoCWZ9JgCQOLHi2YJEiE32LqqGwKDJF2wzh8DKAyUXKVuTWUcThl3xwWghIogkTIhCf0y32iKQlNCVFcQESRFY6yfpYiQdgghIcQISgkxJkl+kRJq2iOmiBgmxJA0ZaVYQYpP00t6Vm0enP+BZ8ay+pLO6pymmIDqVrsBV2gq6R7RXHJu2XlQMwLnJlyYFtoyFREVyYJWC7gu4FpQawa4gpBdXFERG4hZ7EjASu+Lz+blrHlsAFL+aktfa6mB/RkyAcHeMyyNJsA9aLkJ/n12Gm0gZXJuDQZuNiIg90qARYsbQReqCf7sm4RkrlNOQDWN2gqMiV1DhZvQP5Vc8iqoBwJCwnEh/Puvf48nT29AFPH9730Hv/j7n+B6RzidnuN49wKfPX6M090zvPlwj6tdAOoJUySkCMQUYXmTUwT2MajSSGgJV+Px53Mg4+70uKrVpGUWKh2gVE8PQKOYpteIlZHB6OlOu46p6n2M7onnRgcZbg/Y62LAR+ZYAIgC+FI1S5YFYzNKUJVOlAQL8leHMTeXWB1Xr3MRVPxwGaw0jVytFTUAJQg/k7MdGjgAWK8VxUY0hSxJgcng991akannE2yr1Pk8oBn+HM9Yz5H/bVfSqHIidNd4pnPw6a9hMPJQCd3Ojp7t1aVlyPznaI3dT1/7MXX23SkhRelXTJKuvuqYM/edIny+g/bKWnuIenpfkfuyrK/xOJMzqO/bcQ4s5XIH2czUXLZfZ3vtAOS+VmsZCCRzWNNAmEatmS2bv7U4b4i8HzAEgpN/hgWMi9nLavPKQnm/xTFYba1VYm8OR3djIRCCpgNljcYjBR+UIsI0IaQESgk0TYia/SpMSfZX6AxZHtT7g+EQeQHP/MHHQ372u43vPDjYQuCX7vN1mrcGbT1DRfn+nSewQKv3Ac1mwxa7kQtKXnA6HZGXI075gJqPYGQloN1Av87WEZhaRhVWX9laSa0idEaArGe1aFCrAaMGLhilaUO6Fq4VknMD6q/l+qYNA3T/KkPQ+1A9AcsLhHrCO++8jd999AnSpObhJWOaZ5yI8OzmBb68PeDR2ztw5hbnsLbwMWNgI10JYISfmuBFdkZUSKNIg8DWtd2kQp9rDjzCgY/GnByjMRDPUALbaLwRWfXspx6ILOdvFefhn42CjniAlkKWWEUOeU67H4sAbbEsjq3o+wBLfMsIACUgTPqvCUmitQeK0LUiKV/NMYgsC1MtynwIhQUMl1pxygzECRR3QBVf4ggCKCCkhJQmRFVmhJCahlIAR0SIEUmtHHF+Q79L3fUzRlBMKLRDmqSqPBkd09z1HKhr8tw6AWjZc86bAdoLGrfGBDuD9YyS3MGotWfsoVpBVRgx67p2bTSjIutvCmpZwEWCm7kKbQiSoULrikjaPOIKricBIFX3ZhOaZN8QRGEBH/zMAiI0j7rswOa7L/u/pfhVkNSELFRUqnLqdKsZVGD26jIR6gHWPMIEdxxGvmjXurPdaDog0pBfIecuCt1TOOMB2pf2HIWWJO59FXI+gwpzMU7IJI55TDt88PhTPP78CXI94f3vfwf//M9/i4gT7m6fo5YFN8+e4dPHH+Ph9TXubp9iioSJCHMkJE1Nn/MCcEUEYxYGJyACeiTcka4b7N6UR9WSV6hRrULuI8vqNMVYxSA22q+h9woOiUXi7Gvl1kwopWKBLrSuGzfaSV2WIQDEWnMK4MCoCkYAkT8t6cI5tu/PMD4iFgv5LJAo2+QeSkcro4Yo15a+vxUvCz3g/m9wVNho+nrO+/hsYmiQo6x/YHGxlOgN+TeABwCw5rsRJK6ZVYsAu0XfUnoCQhsK1+E+9ylL15aOdfN9ihjUbDbcPn7SsxUSEGSPsl63bpUJhjGCbgABe0InzALU9g2Pcx5W9+xxy6rM8PLGa2x/4QCkYhSQtoRnO9T9/UB0WxBvI+vDxBtDq7XK4oZ1HudOVu5zayqncRN7oh/BqnUKTSsZUkScJqR5QpwmyXo1y/uUxPLBKP60EFEAACAASURBVMOh9o1XcH0NQM7n6eXNA4+vagH5Km301dwGH4AQuouHhLkBBSg45MLIS0ZeFuTTEcfTAfl4h5xzs3TYQbYn+TR7zJJ1g4Otv/ONhfpvGhPzxLABCsKWdSOz6FS7cCUWDNGcdS3amsDa6AndEtSZaRVhNZ9Q8xFvvfkW3nz4AF88OWFKEaeTCGdpmnF79wIfP/4M33/7Bw3IrNeDmZtvLwUDS2bdUHeMYHiiqraFG1FbM9dL++dMc+S37dmv+/k2ZQO714rotf92TXD+tOetiWFsM2ygo2ftGTq16qCBD1b/MwMfBZMKbhMQJoQ4g0liLAKZ5SyDeUEtRxGGsQCchyB94bdCK4gIHCehTbsZV1c7FI6gwuJ+HydQkMQV87wTOjLtQDEB0WLJ1L0qBQEoMYHitQCVKBn1YkyiEKGAQAkxpNYjcowvxJFV+jUuNQ8r6F35rE7Dxea+XAcFe39ssZa5s1I70PcAhBkoKl0SqwVEIvbBnLGcTrBc3aQ1P0jT5lHNQJXMXGhxfSo91UVApNYK6en2VHsLoe1sQgaE/4D1/hopzQp+il1PuSkF2J6FqvuS3K5VDa8q2caYnLGduwtvt7VbIwzIX+ABl7hCUPcksXxKjA4oYIpX+OCT5/jN7z7A7d0zvP+Dd/Hzf3wfmZ8hIOB4vMPd7Qs8/vgTzPMOz598jge7WSwdu4gYCNOUAAoaE1DBQTT/ovPQWNBVVfu6GnZXCIl10YRqJhHwahVAUVgUTUanh+xV0JWpjo4UEcalpsyFTb6atLVQa65Snna2AnYAqq6jCePNdS6OSTYGGYDWQr6kzZ2mCVEVI/1ZBnqixib0lnNu/SPH187cyekcWPhnA+5MX/hdW0BmOeuVz12dPK3gV5cl/PXrjHUv89a4rw0gzVw7CVrs1ZI5QAsVRpBZlSU1oSZS2DpXQk/MzW+Mc1EvhEYLe6yQtTUA8W5YlYuCvj+fjPeq7S8agPgCQ9ubvv/Wu26JsGRuIvajDkDqalO1rFno9+gH6j4AMHxwdr9GGDRDUUAAUwRiQkgCPOIsAedpnqS+x5SQUkBI1PjeRap/oS/r/OG+vQqw+HMCkDXIuZ9oXO6DCR2k7lNW6bVkBSDLCfl4xOFwEPeL0oFqU8bAGLVZfnomEZ/hpBP4S0WouoaHVWttAlJlRkISNy7dF7UWcFDtdlENf926Z20CiWiZCBZcC0j2EioL6umA/ZsR73/n2/jyyy/FZxoVL168wLTboRbgo8ef4/Q3P0TkBKKePWO9HlELKHaNnGXjEAataUngAUojwBvzcmntRi33diMHJMTFqX9GkIxeBibMAtJAo3+eAzLE1LS0ACNUiLBkGmgqMD8veZYIVPJwEXirFmBjimAkgCNq2INoAiUBIDXOACUAUSpoM0QrzwsQ7sA4SF+LWD26hSCplmxq16cUQFcRFHcoTAAiOETEtAOliGkS8JGSZMwL09zASVBgQVHr0qSEyHOzjpBWA2zrP08giAvGOglH8rn8db6sJZ7hW3fxCCLrX9wX/jSOFpBqzHXjO9E70HBuGmBh1cSrO1ZQIFJr1sw6Bh4quBRwzQoSKigXcBErCauFRU0sEsjeAMQijJyLvGfVc2u8jBa46hJr6b+lqveuGagnRF7ESY2qACXbvWTbUiyBQfdyOzH30OgeJ9CFv754I80d6G5zM7bf+3XrYGhs5HzKRZqiGACe8fzFCb/89X/gk6cf47s/+AZ++g9/BdQDZtph4j0+f/YEn37yCaY0odaMm2c3+O5Pvo85MQgLYiStXyEugCFWIATEUDEF1qBpUQg0+RXAkBHbaFQ76QGVdAuoayyTCrRVayTo770TVggy95VaLiMQiWIqA2OdHKm2A9qYszWN9OBjLePYGjXLn/uOC5Rmr+PdxjNlfYcmpzBMJZkTJetV53EYnmlCa1P2cu+vgZNLHhPrdgmArIVliVspKLUi1/F63yS7XbeED8qRlpVR37fn671aX0eFNDEPGeSG/m8oRJnNbV8UGgxj06pohrjFppDU8qF/kTWkiMBbVhZ1wysF8PzSz/U6Vfh9AMTmj5lB6tmR6usX/197D3y+/rUAwyotcrMvkbvuvJqrNW81CaQp23oUEJLTalhQl/xmjAGxftVaVMCiYSN0Uy3MJ6pd5w8wbLNo2d8QI8KUkOZZ3Cd2E6b9DtOUMM9JtKusGsWviAO8xhLomjDfNz/H/vu1JmCtufDtPs3a+n4XNR6r5/hrAfOjPe97KaKFJFbf0VxRS0bJAkDKcsLxeIecFzHplipxIaWAmBFDD54zDYtV/a4bAWr2J4kNRrAr78cAQE8wpHo1UDiiFNG0lWyuWtCsW26O2VlXNOOF7TFiINdOwIkS6nJEXY4IKPjmO2/j47ce4ZNPPgUR4XQ6IaYZFGd88unn+PizJ/jhe2+iLDc4i1WBMT8WX3nVwkIzw5l1REeI7lIEBXDj+g3nksc5GfdSBwfnm6NrGmUe1GatNoPm4kBiiZAfi3/F8AgemQy7HOyICrJkBlS7LFmUej/laZVZhXUHPmgH0IwQrtXyIMCD4gyKCSFMiBAah3pCLaSApjbghJLAXGROk0aJxAlIe8S0R4oTQkwoEMtGjDNCmhDiJEK+ulOlecY0SeD4NF0BtqdtmlV7NlNSjVzQYHRzs+o2x8mlae4FwLTgloK9dYrKYVWJMKVJ/ctHNu8rqit5bOB8SK8OEhceXQcf9CukcRTuGr1mRkVQLarG39SiFhTGZFasqhaIUhuYrotcE6rQFC7Zdp+43NSKWhZUXhRQZKBWRCJ1wZKgfwpRYmgogHNGKYvGomRwPoG5IHBBKAtiPqCUE7gsCKkAvAB2BoOnh3ZmTby4zAPHyt9jwPm6LlWjZ/Y9+fMrGrBzhRH1PUGdDjJVUJhAccbdKeB//erX+OCTx3jrG4/w13/9V7iervHG9TtYDid8+tHH+OAPv8fh8AJvPnyE50+e4nq/Q1mKxD+GCcQFx9MRhElcYU8ZkYto/7nA0iSJsqd7LazzfpimubLwDa5iWWgWNBJiU0PUz8TaRuhutSCxOQUysEEobk6qlwn09816uMHjtviqlyvW7ezzcH7Pvt7elcssFGLNjoFAkNpUlXtMnwEQL9AO49EisdaXZVnO+n4JjKzlOl8q4SwYXmnFloLez0oxBRGLJ4GPO6klt0B7OBBl9GsAK35tViKXp0elCi/3VtpisqtaZ1sBXZKCmVMKiHFCnK6QplksINEKChZUVFCJjcYAGvMDEgtp7fPVZNoms3WgeW4Bu2wZsuQlsbx6oe0/V3vtAMRQnAnsfnF1JeV9HVF9uacKOmlaOBEAjWhrEZ7V7w0A2QIGrFxu5CoFMKFtButjEzRXfRgOHJGajWMLOqcof/PVNeb9hHmeEGJori1fBXystdhG8Pyh3vr9fffZQtevot3+Kv39U5oJEGaqraWCswRfL8sJJZ9EUMgiJAcLOqwShCZz0w+1+dVuzZUnzu6b9i+rhnR9DbP4tTZ/cmJwIKQpNnASY3AApGKo7usE98rUihQVCc0FKKASY5+AF8+eYH7wLt5952188cUXyLUgLxXH4wnTvMPpmPH4k6f4/nvvqD9o3/Pn58j2X08LGYLGS2HllkJ+7K+2rgPQvQQ+xivQLQQ+NSG512bhNLWxE0zdMwzQycMZksjC3NKstk6FZEqys6j3DPb8KH+0A8IeFPcIcQ8EAR1EIoCxmtsZJFYOSgi0E4YIQkVE5qBWFNW0T3IN4g5h3mOarpHmHeK0k4xVUWLGzE+fNJ88KCClGXGaQCFhl3ZNuqfY8uCKjGwxOSTaXDThmQSc6FxJ3ZraFRoBYGJUm1snAJ3RBgIqbSfKCEPCjnEfpblbUrgyQqkNrCfvLilBef1xJLJRKeJiUwGJWWGp9QMkdKukU2ZUUUyYAEETgFqEnmj8SLOthSivilRvzstRQHitmjZTgRzErU2yVBFYA+ZrFTewUiU+hTmD8gKcDqB8AsoBXI9AOYLrEbX6YPme7CGgiFLLse//PIu1WjgHFx4T0FexI8MzC0BAjDNyJSwZ+OWvf4t/++3v8I1vv49//MXP8M5bD7GbCKfbp/ji8Yf4+MMPwHnB997/Hj59/ClqZbzzzru4vt6BgrjOTVMEeJIaIoes+50AFHDosWXsCp+CGTFMvfeOjwUiyaxEQjmEHhAspZ/GY/eTr+9rFQBozwuSG0ZjfxQQsxMjDbRUsdjgFdfHg/q1teAcgIwxD349cva8TaxIYoirqkizzGUMi631AMRbKzwA4brtBbDWwr8KAGmZ/jT2botW+Hgk8Mpa7p9hjMqmZpphtTaaa7EF4q8sRK3POAcgXpEoLnojKCNXSb6ob1+tVRRVMYoiKsygsAPTBKIk7nqomnGLEV2qZ7GeWBICIGHk0fZc89zw/RyUt04+PquFFQIiAZH6GXld7bUDEO+DbxrpAYRcaPabrXRlHqwQbHH0t02g6K1dr8h4LZh14TO2fq4P56hjdfclUl9rdbHazZh2O6TdjPlqh7SbEKdZswtBNlU/bxeb9HlEto3gYHTDui94ft28NsJQ99Z6fBWGt/7tGplfGiatBUlPxCwftxYLzHlBWQpOxyOW00ksHjZu7vdjjCbvdf7wreaLP/UxyB17ZratMYuWIkQ/Qm4aGWZxIauVWxaXIb10tcBI+RO3PiBWRq4iKBQw9nPCKZ+QAuGdt9/Gm48eIn/xFKcQcHd3QEw7zPMOH3z0GH/7o2/j7QcaaAiovOHHXls//bzI1yaU+7nwQvpW+xNAK/t/VAHQwEYHIc11sv2GV4/160Nqfpd+M5EI/0YCalCQpeGQGhiqu1HASkgiqdIOIV0jxD0o7aWuRpxAYWoWkkpBMq8ZA6wTqEyoIYEwg2nXfXIh9Tc4TIjTHmG3R5x2CkAU3Kg1RPak9FMq5momK3W9meM8AIsGRogkAF41v0EBSNsDLvVySAJezN2qqtASLCPTUHyxA3LAHmfrUs/OR7/O/h3dDCSjjQje4mnTC8pKeJa6OtlTlU7FWFG4SpYwJhAlBQ7OLbJ0oSJh6ppLFuufAI8M5gTC1ASfypaoAeBakco10BRQukuD5gPSzGHCi8TFK6gVJlimLmZwyaj5hJCPQD2gLi/A5Q413wE5g5bc3LUIGaDSpCQT2DwNO1+P87ZFj61dtlXL87wFxGic1ZZgSNa2Gvb41W/+iP/577/Ce999H7/453/CO2+9ASpHvHj2BE8//RCffvQRDl/e4Ic/+is8eX6H58+e4ZvvvI233noDgU6guojVaApIUfY3oTgAsuK4gzCKUX1ue1FjhoK5UtrYg/1e9jnr3vFKICLVsoNaAcgY0d1tYHVxLKb0vEhhb2ah3ZYZLin9zoT+s2Bu6rxOsYnxcHMJl9T0Oj4IzTRvEsCPeQQa1cCUnqFmNXJ9O3Mfc9+vhfp+xoFsCggD8AYIGAipC8l2TbvP2T7ur4PWOIrrrIBECFTgd7pfm4jRWmVAKZeCUnkAICaryh+QC5CLuGKZ3CeW8BkhXokyiiJKYWTOyJqIJFmacTAEyFvmM1H4+DntsicPeT1MHvFz02o+uf1EpLA7jGmTX1f7CwAgadRqQTTTXC1bAdAFHB7fk/ptYkR/pBYLKTLIuhBCchg0pCK1Q8t2DyfYy4Kry4UKgS0PaGWnLWEx4+vzWfN4Bw02T/uduEco+Jj3/W/aTXJIIqmsYJrc6saL1l/rl+MDjTHY5zGElnbxPmbj79nG6wJNPRDbAoP9XgbARiFEqfnoU0ltdvVK59OMzlQBqJChq62E0SwEkh1IqgHXUlBzEeCxLOCcNbDU9YqCukOpyw6r2wfXNu9E5LNnNmJeDYyejX9QurXPbF79Z8HiFZqkq3OrKR1tD7aKqAxwDaiVmk9yDoSogCVUQmUhqjEwsByQT3d49MYbeP/993F3d0BlYMl3eHF3g90bD/DFlzf47R8e482ffleVmUX1/jrPLISZQECwTGq6OtUmxAbVXcbaahKjCymOUSq7lxSqq/0H/1saYgV6oipyf5bRTv66P3z7n8ytuyc5sCKeWh2AjH8QtxoDOJwd+CGI30cEBQUfQSwfIe1BaVbXkwjLiCVhxMZcQztbtUSEMKGGgqSuliIIBWFYaUKcdgjTTl5HARYgsaDGKal7Kbf5kdSYsZ3JkNR9UV0x+tZjtQbKUrDOV7eedsGCCOg+8P2Ukt5nJeMBbi3JaK4Kb2Orw3XcaDiQl0WCgim05wBGa0s7KyDInLQ+kQiIRYCR2bTEbUxc96T6L6MupdNzqIKBgrraSnXiWpK8VxcusBR/ZN1RQfst7hySFrly3/9Wh0ZcwnK7F1R4CLrXJTh+AZcTuJwQyhtAOQCnA1BOiMsJNZ/A5QjiRf40jTDD7HUsLmBk69RplVHmnk7aZ5Kk8dgMZ3Fssj9t9GLlIXN7JAAhiHAWdvif//5b/D+//DW+9f0f4u//6Rd46+EelG9w+/QzPHn8AR5/8AECZvz4xz/F8VTw+PFn2M0THr5xhSkR6pKx289Y8gIKLMV54w6HQwZqRGUVROuG/VSHwFsfkvadZB0MNtkcMADSMRppEzqu9KNCNk0AuHZXtUqSWas2iyo07kkAidzf8/MV01DyYx4YTWEA9FgibAAQdGG4fdpImypY9P4VFTWIwq5ECEIpsofKoIRSAAJzQbPAZTedQejwCKkIMIUAQYKwdSzimdh3ZWryi9Cn6tzppW6Rk78sv7PROGqbFYjdRbmvudI/SHxbULdRiYkS97MUxwK3Xj6RlNxoPLhWsQLXUrAUUfxZMcFSqn5fULItmcYSEwFBXHBDc5lNYATkklEKodSImmuLQWNYCnDxliBiZJLkSBRlLOIOa4UMbT83oaPNK0GtcASVfbuMAwA1VPC6yuNraK8dgASKvZAVBQQqmkkEAEYUbodX0Dc3wmmT25sQWiMiFOW1pJaroEpnhxlA84s+byLQFH/4VagQms8IpX/OBMmTPSXMux3CbgJNCWk3Y9rvMF/tsdvvMM8z4mSWD/uTrDEt4HgQaNda6dHNqt3D5X0HcBakNmrK+Py7Yc6343POrAVBV8JpQuVe91tcLA2pn+v+SkFKrRJsXu3QC/jILCblmgvysqAsRyAv0MTurZ8cAMlvWRuI1DwtIBCqA29DT0kJsHQCq1l0wKyvDXAO1sw1eQ1hGqhxa1ybcKaEuYrLAACEUFTzUhEroTChhgiiI1JgHG+f4sE7D/DeN97D0ydf4rQ8xtXVhGfPb3HzgvFgv8dvPvgMP/z+t/HmowTwooxB9woXBc9wInttBZh6wTa/b7roKYBFCfHAKGWOaq1uP4ThW3llwNvemIAd1F87ahUN0SRZpdjxLip0UVVdgWrKdW2stya6+PmXcZ1gxQE5ANxAEwFxhxbfQWJWFzAioCREyYTFQpBEaAaJJj8KuEeIiGlGnVlJmAE9IQIhTogpIaYZSBM4RNHmqRm9pdcNY0ryUQNuJnzTmnXhVBCnP3He6nB+Vnvcz7omwop+NoAz/AhbR38AJNSFvUDdnZGsQGPru8aO6HNEk1eH+wAQt5wKhLBibaSBmUTg2LW4DCBFQojilshhFsVEVsHCaTklQNysQDJXth5AbMUhjf4azcwcsOTcAEow94hawTUiliiAp+wE8JQMShKgHuoBWCSNeChHiQ2pJ3HPKlmlZAlcD1rADQ1DupOlZ8EENqN3nlIRbdB1uM/UOhYQYfU/KhgUAmqIKDzhX//jN/i//td/4K9/8lP84y/+Edf7CTh8iRdPHuOLjz/C4z/+EcyEn/7iF3h2yPjDRx+Cl4J3v/02YqxgPmKagHkS18XCJ4RIiFPCNM+oNWMppGAi9NOvZ2nYjzb6xgvkvem/G81wcyWKfTo7W/YdCOa5CejZloQidYDV3ZVWLhyUS/Z/jZ2TxMI89NOsjiH6HHmjQpIoNH6oCRpbfBshnx3HprhjAy8SjGxaf4Im9jCiqHJMO6DoAFvOX2+BCcSdpscYVItPmvLXFCF2dlQYDgTE5BJhuJgUJ1xb3Nkgg0yx1eySj6nJH4GcSxdhcMeS4HUWiw5ZRFS3ozfaxqLcDLWCS0WsVQoVN5erglKoXUMgcbkGY1EPjVwYIUkoQFQ3/MhAYDlHlRi13oE5o7ImqDH5FnK2QwgIMSCGiBi51eLKGs/SC1G6vdvIps3XmFBEairfZ+/8r2mvHYAIsu3uPmPsQU+RC3QhfA1A7Dt/T/+lT+XmMzucCdW60O29o0KicR8F8IFY26FRl4eQJD3mbr8HdhL3Me932O132O93mHc7dZkwF9E1uQiNcNnz1u5C5wDEtG+vblpbgxHv4+n9NO+3gLRP3L9NUrh3m5vvtD1/oLDu2WSWjiYcVNScW82P5bQg50UAZqAW+CtE1rmQkeyHLjCP8zrsh36K9Rxfzgnu3QjPv7tnAoA2fiJqQW8AUDmCY6+8a7m8Q6iIyswqEeYIXM2Eu7s7oJzw5oOHeP877+PJl1/iVArm3R5f3twipgmfP7vF7/74Gf7hZ99D4COiQsCKqqkDPaAaT5KBrZe1871y3zV+D/H4nqDaxwCwWADEhCEAhH2tjwEcCzbp0Cg2MAy/pu33TnAvrG5ZesZV6pAMR3N3v1I3KzIgZL7KgVxNPtXoJWrFAkUrpkULHTOXFKskAYspIU0zECOYzs98r35MG2MALHmACZTDd6RF3eyXLaHBxv5fne8RnI/uENXRKkCShFxq431Hv3Ogr2UL6Gz3vK+6vafjG1jINXPv6m6YmuUtRlCS4PsSirqr5AZEOJcGlOysNkBISZg6rxKUsEirrOOR5036m6rxJxE1R32tNHiSJA+1XiOUEyifQOUEaHYuKgt4OQB1AcoJjAzmDHBGrxDfszgSWDK8wdIi8yC03LdW7Y+p101RJR8FKf57KhH/8stf499+9wH+/p/+G37+s5+BygGnZ5/j8PQTPP3kQ3z4wYe42j/Az37+C9yeMj748EM8+/ILfOeb7+LRwysEyogEXF9dYykHAXiaRCaliAcPrlEC4XC3A5BxTjus0+ho4Z49cF9ylO1rAIsDtTnUh8mecF2ILokDoPubxj1utaCC3dOl3rU5j+RhjR+S0MUaq3gCsFkpVG3EqzmRm7akKATZ760GkCnUIoDQvTGiKW8h78kSD2CkKwYYpFXNvmcABEjB7SVH90AEpDTQKXK0Ze1e2M45AeLV0PFRT1pKCPFcNolGNw1wFgZQmreErKS5maniTdexVuG5sXbXq2VZnEDPKFmtqSWAShFpgTPKQsgklp1plsB0rklcwUpA1r6XIjKmFJE0PlxAVEC5KzwMkGRY6vyunGpzHOOwPl4+jJqBM/Nleea/qr12ALIWnoHOjGKUA0Oh1wBpArKiaWk8ZFZpAkP71gu1ssBNsPVMvNZVKj2ncSAMPodros0tq0zQ3PwJ8zxjvtoj7qXK+W4nAGTea7GvFGHBRs00VldavUHjsSoqtQFAJAaEWqGrl7U1EfaAzwOQrTH3WRr0ydqn2LQR5SVC66We1lpb5g3m7mpl/1rGq7Jk5HxS7aMkPiXqAMRaSqnNn0940OfRtCbjPpTf8CDwybj7zS0neWW3Lf/E5s3WACOlpBovyaLELKLGnABMCZ8+ucVy9wy7q2t84xvv4rvf/S4Ov/0d9kw4nTKe3x5Qd3v8+veP8f7738C33pwR+Aii2tJREgVN3MDnPJz58mLd00x31s/lmDXMjbhrZRR8iI9aEMsHRUDjKjhE1fatGBOgWrZuuofThhndaMfaYiTsTktWHEQgjvqh6sjCDNEYzECY1OVKLB+smbEkhS4DpJaLGBESSSruYMwjCbAIMiaLFzA3rZgmpDQhRJuvUTA3LZdnslagSlqEpNbcYNzrGd9QZgxrd891vsXwEqnf/3YAEiMAMcHQ9vhX1dGllADV7F5qviqwFwiJCFNK3eVyNSeckmg6lc6OACS2dJykdLtlsytQDbh8l6YJQWmQpDsOKCmilqpKFCifggTi1wyULOmDi9UpWUDlIBm18hHId0A5AvkI5ozCJxDMpbKoEUQotdGqbrV1q7HB4xrwbZZSFksTESol5Brxr7/6HX7z8Wf4+T/9N/zNT/4OyEfgcItnH/8ezz77CE8+/wxvvfku/vbn/4zbw4KPHj/G448/wjfefQtvv3WFFCqmFMWVjIHTcsI8EdI0N8XHNCfEOiGnCa30+sXmlSXjHo5u7GdadT8XMvhhPgzbMJMY2iEKi+bF0X+sWnshoibDsHP/5iDa+6pKC2YT8ruFbSgoOChPxCJcOGp2pqpWEFLL0UqxqHKUCbHTPGO332NW1/AmR0SRYca6E06xSbGBiHWNlN7EUmnunAESd0NtTtBBSCCtQbSmQ0GxidTTkb048nOmKBBba7CIok7lKNSzuWuKGzuXlVthUoK6Xlk2QlV6EkPkDZWLgmaEZK5ISaymQqsERORcsZSCpUjcSC5VC12ekBehk3GakYLRgyoxalx1TzkFO1izt9nYJNA9xgDKhIqqMS4Wc5YbzS+u6KQpi2z+A4AaAk73KIn+q9prByCeqXpC0ARFxyiqZZSAkRevxerB7J6pAdBA5W1Wlpc8vN8iwO15TqPorSoS6zG1FLsUgtT22M9SaHCeMO922O/3Aj7mSVJnWoCnI1xr7eD25+P8eW1WreLDH5zDxJYQsWa+l177dlFbSmSTo0KzFuEylc15agk3wnGMXjAw1x9Lc1fNLSIX1JyxHI843h2QT0egLP1x8EIOqTZKYz5Kac85qysDiRuyNlrj1C1klb62g+X7tLOjFelsLd370YJSYalUZU9bMgVq/DUQYRcJ+6sd9tMtbp5+iuuHb2M/v4Ef/OB7+PzpU9x+/BjvvPMOvvjiKU654MPPnuJXv/kI7/zjjwE+grEghiQpJkNAy2erqQAAIABJREFU1B0kMVn93OQsAbBeE981deOQ/HnrRyWNYx/KanddbftQ9xVbJW2SHOqksRjeAlJr6Vo8ElctA/YhRIBZa/2IIsFitIwpyz4roDgJQ4PkxxeXsQABPoQQJq1IPmlw4SzXqAWDAiGGCSGkxsglG4r678YkQEpTtsY4oZtBpVigWAXVd9lNlykDzP2q7XcVKrryoLs+eSGy3+g8q8r2/huVEKb1979p9HBVXdh/t9V6v0YwauezCTyr5pOPrPvanz8KR/6cGn9Y982+yy0t91hfIYSApPvIf9/PgZTiaxntmnaypzm2edzvdu2ZlQtyDsg540QLUpx7PytJvI5m5JKMehpLUgtKlmBtKkfQcgDyHerpCM4noN6g1AW1nhCYtGgfayzdOb8Z5uMCPWKWTGQ5Z4QQceKAXCN++R+/x28//Az/x//53/Hee+8hcMGTLx7j8MVHePb4j/jys0/wzrvv4W//4Z/x7FDx+w8/xv/P3pt1SZYcZ2Kfufu9EZFLVWXWXtXdAIkG0RhgSB5KnOFIOqLOPOhJP1nn6OiMpNGckUgRJACCDfRW+5ZZWy4R97qbHszMlxsRWVUgwMIDHciuzIi7+PXr7mafLZ/98h//EXdv38Dd29fhcY4uSNiVLMURV67sYbl6i8ViB8HP0XVCP72KA3zwSCOwfce9uMm+0MrHRu7Y52tn1iGFkr8nBUU0R6kKu4PJDKLJuROrtINU8g5ioHGWOwGCc4ygeZCgIilJhACGaJEZSpCAQloS4RsdyPYNqzm2WCww21mITjKbwXcePgREMvsLqeJqHgsx6hnBAqgkr4v3J2UvQmFQK4QmzlkurlPvSCX3VRHOxU637BlTwqExlqR5sIWU6Zsr9k8xfZFmfSSWkGaNqGBWG5ciQMdO1laMSFrs18CHjaV4dwt7a23kkbpKDmenSwzjiJXqLKvViMgRcTwFUVQJG9E5CeEbR+mj6CqEmAbEOMKHdiYWfc8Y2yJaNk/dj4eh0bnqwqSeCOw9xu6jq/8fH4BsYmjK3gD5UK031Lj1E1tebJWjIAfm+EtALd1sFthWwQbQhlVJh5r+1F9yFSrVuK+JMHJC70IGG/18hq6TIoP9vEfoA8LMw3VOI0kYlmheK+SNEOftgOiicfTkm8m3rU1BH9djuQG0XHSdqJZiarjpdawmm+60c/ZYa4JRN3JOSRLmEleejxFpGMDjIMIZxWrAk3vWLFamuNSbR93f5pVXGwsAVUorICFf6ga3bjk2K8uUW6YZc73GxuZacFrdNP8wAFDClUv7iMNDLFcDzt6+xO7BDIeXdvEXf/ZTJGY8ePQEu7s7OD9bYoWEL797gE/vXMdnt/fQw2McVvCkLHG65qYtW6xoXYGrx276fAyrw6MWfc4P0o4LJkC18powAthJYT7Ztnz+3vqmv6iA7EzT0GTraLoCCFqhvEratvsm0jhoDVUxyl0iY6gKmWKXnc8hVd5L4UDnneaD+OwRleryain3HVzw2ZLImU5XvCdWL8j2FULF0GWhHtkQguqnhFwx2/vYAACYGwVzCiZbhbMFKvXnzZhDYq6LgZyba0/70QJ/B5oADfsuoS0KZuAEQA45mPbJfp9atU0n5CThme2QtEauab9zuI5bP68cZ2GL9h5MPgiVpiOHGMWSSRxzGEVKooCyS/DkEDVWO18/MdgRUnRioY0eoIREUUMFA3iURFca50CQMK00BKRxiRQlLBNpBLGGmlSU47UXhCdzY/qOCQ6rMSF0O4jssUwB//T1fdx/eoS//Kv/gFu3biIuz3D05AGWp6/w8tkTHB+9xI0bn+DzP/kxzpYJDx8+wW++/AqHV67g7u1bCBTRkQOliLhKCJ0HuVE8Q7zCatmBQ4+uY4RA4L5H53u40VU5FUALDoDEWwyLtv5rzynb59Q+fzXvGRBjgAI5TgR2KsGZciBrnmdc9rLW+GRzlUGW6M3IOUkuBMkf1bQ1X0V3NkomnMyDRHBkOk6p8m75VNYXZrFxzDqPxc4CO7u7mO3uYL6Yi0euExY9dmpI2bAG6j2lWftOwHfJaTYvdg1E0uRaeYgl7L16trpNjR3Nd5Hz86nDtHreEn5ofbB3woCsKSMxyNcVeWvSVXQ+Qk7sncyxDBWrdwMFa/2lHWHnVNrjVYxYrQasRiFjiRGIiPBOIn0kDUHmM0MKlgot/7qcNNXIaVSGyQAzUEo/W12KbF+DFGVl7zEM76Ek/p7bRwcgtSfBXqLL7vwLBoiKRaAuKAdAlNbG4vV+rbZ+2N/177Vr3poJQfJOiwtqVfOuQ+h7hFmH2WIhIVmzXhUTZWLSvlJ1j6bfBKMn/6DWRk6vL1yizdS60z5sOndyI1uzqOmjGgCSOdb1O7TbwvTyrVVWEr5SjOCYEOOIcRyF7Wq1wrBcIo2j0t5hcuXSNllsp8K3fJ7WzstWFviN82qqoNk5MUYkSnAU3smfvmlowdyMvx2bwSaVBMXECX0XQOcRb14eY7bYR0+Ey3u7+NOffIHl+RKv35wgRochjnj26g3+5pe/xu7+j3G45zCfzTAsl+svqPRGPQZo1kD5/YJ1xsIKJXlNdqRKAivKJyiuXX8ggLycT5YDopVkpSgFMgBR7dfpfYg6Tc3QmHpAaV3Vej5Vzlnv6ABip5Ylu5YDoYMLUkhK6vhIHoj87hHCHOS9WgW12JQXkAOI1cz7INydIFjeiFPruEhisTayMu+pOMvrfz0HrAq73AQ2UIwKpRWguCnOusnrqPaIdi2sAwyYV66670XeD/vx1RhN+5yYW6YtogYgbAMgdd/r75kl7MVzfT9GXXsnU0BU42peoGleu8mcejxqD820X/Zcq9UKIQR0XQdH4lmJGCFcBa5KyNXsrKjFSUeAvebOpijzNEVJ4uUeSBEuRrg4AqsecTiDG0/BwykwLIFxBY4RjlYodLFtf11dd0HHR/4hwBO8E3rpVfT4x9/cw/HZCv/hf/yPWCxmOH11hNPjJ3j99D6OX0hdjzuffA+ffv9znI+EB48e4+uvvsGl/V18/7M72Jn36GiEixEgBx8IPpBWOz+DDwmzfoa+m8MHyVdwfcJZCIhLCzaq+vhBrQACopIPMl1HrTGFc8iW3dlytBOUYXHLHl//3eaGyN5tX8v8Bqw2B4PhLDTTqGTzelXK6eQ0d4CzBwSuRIGIJV/2tp2Zx2Ixx2J3B7PdHczmc/he9jSvNYgyI+Taz7bPdTjtISYeEAlfNk+F7gvZqFLIL8q412PVbCqNbhOCGQQNeFAGh01xca7eGxvPFGdCU3iS8U6c2c1yL+wZMxBZn0nmkQ7qxbKxYgZCdEjwmHHCMAs4X40YR8YQE7w3plaAWeh3E8YMJLal8tqYZ6BbPVsx0LTHlxAsGY+UEsYJSP8Y7aMDkNSEtCBXaZQ3IPUK8rye6AtT4TpV4K0eSD2tp1trUf7free7rDRpVVEFEnAOPnSg4AFTPLoOvu8136OTxa3fZYRtN276j/xDQFkk9bF5Am5XXjMvfTVw9jtX/2YnKedo1QsGwr5T6zDJ8Ub8aHH+ZgVAPqa9hHWboS5LlHubdcgelxML+BjHzHY1rlYYl+eS/xFHYMOuULikqFiQLLbWlY2LyI4xn0mJZXfmtjUAUgsY2DHZ/FDuzeLelWG2zWsSSqgvilAJp+ljZJBaBq94kMokSSCQd5jPZ4gvX+L09BXevD7Cla5D13c4vHwZP/nxF/jy19/g5etXOFmeYFxG/Oa7Bzg4mOO//4sfYTWeog8dYhpyVxprD3N2udvncnv7n77RShjIJw5GS4tmjtgNxupP85DIM+ZEcxJGHKIg17L5XI1L2fgJcJJMLB+Lp5EjaX+LJa9a/TB/pFdWPiZNzHQBIPlxbgYXglAqhg6uEwAiysFMjSehhGKSFQlUIav1O8jVIIQz+LL+Egis9IvIY4uG290Up/p3EHIOWFas7dlsn4UeiyKY2ryyMt1siMiR7qUo6yGlIpyBjUmPJhA31mrKxpzUSFph3RECYw80AMQSe4H1ULHpXpgNQ1RCn2ztuYqZjxkgl/JYUR4Xr8nsZU9zNtOzkHdiIFF63alBw0I+LWF1GAaMowj92WwGZkandQ5YFw6RJF67IIaqTJ+aAI0OEaIE1recJKFVqi8mcJBw1c47uG4GHmZgPwO7UyQ6B9NK7pUGqBqm7zTBwmzkARiglPcb+x+7Di9enuGre09Bs138+7/6S/je4/T1Mc6On+HV0wd4++IpHBi3P/kM125/ijfnIx4/eYEH332Hvd0FvvfpHSzmyuijb5pZCUSoBxNjjKdIKWIYR8xnIiMk8lIYMmNManHn8qPKFco/9QSxGYaSmQHYXmrTcxOQlz+pzH0IEMyFB/XWWo9QQEWsO6BrXSezMR0xSw6BJBOrFd8s38wg9sK8qevNeZ+9EyABaxQlqdo7S5e0HB/ri1jRk4Z0zjqP+azDfDbDYr5Av7MD34tX1nc+71eyro1BT1dB9r4gfwYzaFDtLTLZZDqIeN3KHG9eDLLnjUpIVa0j1MPYvtfY4h4nf5AzuVlulIEMQXM7tB+14URBBjf7slxH1lrV33yKjo8j5FpPKLm48GI8GBIwU2KiYUwYR8Y4RizHUaJhqNP1NkJqgXhlbUUzH+V2MuYuqREKxZhtY2k5I/bQVnjYkXjyErBWR+VjtI8OQEYeZUBZXfF1DrabhkPVGtE64MjJiwk5ednOzWKcykYCSO5ISroRb9bn9XakSUoyMXOctlpAXddJ9c2ug5/N4Gc9fC8/CCEz2pir1BrXVTAngGraIbaNgCDW3C3zJ3ISesRKQSjjUAF52zDtMx2zrPZU5zKg3PxFmRAgY8jaFcUwb5J2bt1RE/zmFlZFQt+BHW/0ehZ/mWLEOK4QV5LzMQ7nQotZCZx1/V360RAUkN5hAoyM/31q3amtVynS2pBvEljZMgpTqGRcRaiUOGxm5aKv/s4KjI0bixJSrNAKqlnCzliFwnK5RD/3mC8IZ6sV3rw5xmyxAAWPrt/F3Tu3wRTw9bffIrwKeItTrFZL/N0vvsaNa1fxkz+6gTSeIVDMViLLlSAIa5ijqcW5wAnnJZFShKjmUCQgwSFm+lxk4VYuJIqzxRWDlXiCHJKfIflOcziSJJ/rGqSks8q8B1rfBSQ5F6VGhKW9D2CEIuhsfjsqc4ycVFBOar3OieFSXTz4BXzo4bogP70CkODhOQjg0HwPcvZcpMUJq3wZCyUlFk9oHg4tDKjmA4fW6mjWUTKgUY2jhSplYtJqe5BLVsYL14ZcNcq807lqe6IxajnLBynrgatcEhGGtaAsCsmm/Lti4S+U2Rsbt+dMQ8Q2tekarhPbW8+d02cFSNenDlH+kXVngKIAc6vxhBil7lBM7X5SvbNhGLBcLiXPY7UCgJy87tUjboxEzIzOe4TQAQQtqiic/SklJMfykwiOOwkFZBZqYdur9N0514PDDrjbBXen4HACrM7AK4BpCeYViEckRICd1sWwOlBC7QvnwIlACIipx4tXZ/jym8e4dP0WfvSjHwMccXr0FG+ePcKr4+d4+eIIuzs7uHP3U1y7eRtvTs7w7OkzPHn8CH0g3Ll5FfuLDqEDUpL9OxEEcDsCuRlGPsXAbwG4PD4+iLcwOsFaEQ6ebVdRKZaqST9Nwq4mlNOYedOETaaWd1eUPlMAM5AFlE4ZMGMBSOYPV4xVbeRMq7twcqXwZWT1uJLkLRhIBnKtCvuszl8snZO+eJAm11NmjyMCUnIYkXLorCeg84RZ12E+28FsvgfXdaAAGePgGtk9jR64qHhdkWP2zNW7MaAi0l1HpT12/bz11hg5bOwrh6ZJaEcuX4JZQAez5JV6WB0QlVUKBmWemAHHwWnINzszjEmdDvPDEAm5CDknCDBoTmHuu8keQtDruwC4jtFFxjAQaBWR4JDYI0WPGDvJVSQGO591CSu+KbqLyEenocJ51ExfSVYYtfTDdIdEpGxsRuLycdtHByA2nzJqzo3XNpF68ilPT6O0ZyXuAnm2uQ/tfbY1Q5dG1+uUmzz0HfxcvB1930v4VVcKD5I3pacCAbZYN3hwcr8mi9BVG+aFj8jVApmMW/vgyEoSJyqWgzIwzcGkcevmGaBKYefsQcDa/S60VmYA0YLIFIUPP0VhvYpxRBwGxHFAqoDH5scvwHM9BGWaWCkLlaVYSM4LqBUVO27T5lsrOvVn9m/xdjCocvNbv6Ygup2LKlO5Ym3Jc1w3IyfCbLlcou8CdhYznC3PcPr2NY5Dh9DPsNPvYG9nF59+chchBHz19VdYDhHL1YDlasT/8X/+DQ52/wfcvbYPzxGEBMdJmJog/24a7fbZi8XICnexFgpMFHR885nVy4Cem91U8j7IK9NUDzgnz2tatRkBAEgstBovMhtIm9hsHXMuKPCsilSR0EUyxMLNSe9NJFZ95+G7Dj508H4nhyq4EEBBLdXBI1AvoRImjIgKh7+yY62BVUZOUC5zs5pHKIB/28+mOTdtm5SITdcABDyveZKrH5mX7b/5YbZYRC7eU9M0Req920XX3RSWNl3Xsp5UaeESwz4Fd+XZ14GNXYudEmVMfpgLbWd93wxAQoAYSjsxAjGLx9w85dnKbs+qFLgEgEtIaKIqd885gBdSvyBFcOjBvof3M3B3htEDiOfg4QwpnoHSqM9JUluEAMIo4tc5sJvhdCR89+gF3pyu8Nmf/Ai3bt3CcPYGp69f4sn9b3H0/CmYGVcOD/G9738f88UuXr49x6NHT/DoySMQGLdv3cSlSzuYzzs4YgzjqKQfWh8hOCSOCJ2wCXFy+p0ScShoqMHDP3/eyB66rU3fd70PN8eBkLiea9P9rgptpJSNUKJMds0ay3PFtcbSlBLGcSzkB/XzVMo2FCBZET7W0GEbM+coh7R1XQ/fd6BAkvBc1d2x53+/cWwNaeXc6fmsY1FiFN6hzfz2TW+dvTkGAmxNERR4FLkqeccMya9R9ildcsIygTy+eR46kT2wvL9mrXJ++wbOlNhRGKyCQyJj0GIJzxoGnQNR8jKpNXwaPjTvlAyryDBW9rx44Z5Kk38/XvvoAETYWwAoGm6HpAg128hzqy2Xqa3tUXDwu9tFC2zajGrXwqlC30myed/DKZvErO8xWyww0+QuHzykDho1G1cRULXHY3K/qRWzHh+ireu2jOe7F3ajuBAkCY3Ld1wOhKPC121bS7FkritD5YOqq2pprK11YFucSWt9CCMRxggeBXTwGDEsl1rpfAD4Yq3FNvJsuarGogYkTcLnBsHSbKrcPuMmBbD+zoSWzyFfrRLnJp+vgWw2gzQ3c9xo/2TzE4YvsFjH57MOXVhiXEW8fX2ExWJXqmqHgL2dBe7cugYXpODdQ36Cs5MTnJwv8b//55/hf/6f/j1u7XYgSBiWswQkAyDVmLeKXDVegNJSkhYPlBCsRGHtXGlegLYlY2cCBQe4DqAOxmACM1IYRSEY0FApY5IqHjoTbHYvARrOqbcVDk4VfCbAs+ResCftihewEcTI0IUezs9yfR8yy7V6QAgVI1Km4haKzDFKbzeFIonwqgFIBRYqAFIrPxdZITftZ74KjyISBr+GNa+Zc2ltnm76u7x7qsb7/VqzxlJrOX7v897xXc2mNQUddR5J/UwppcwmZsfXTUIQ7X1Q/peZkcakhhKRUdNk9lK7Reh7ZzOVG96Jtzo4eFIK4KCsaOout3XfAkkGuOwfRg0qRi2I0SApPb0TDx5cB+5moOARh1Pw8gS86sHxXKoxp4iBx0w/CucB6nGyJDx7fYpxtocffP8Orl7ew6tnT3D68gVePX+G4xdSyfyz7/0R9i4fAD7gxesTPHryDI8eP4bjhDs3DrG706MP3gjgAIgSRQgQS74oXc5JDZQQZqrfmVFos8HnQ1tj5LvgOtN5U+sYa3Ii/2fjlVADkJxwzFrR2jwfLAbJqOxWcn+3dm+pBVWMQlMAMpUlWc5oT0UeigddbD4kXj6d0+/J4N8+/wVyrOwNth+bLCUACWs3zMb73x6YbDKC5r6BJIWw2utMJyFHkpboEih/LwZRJCkcKmNpMtlYAkR+mVfGyIxszGshKfdxCE4KMEYAMTkMGpa1GjxiiqBESClmoOP0XZneNUmdk3dvOgy5tTn6h9g+OgDpOmPI0QFMxmIFAJSBx5r1LVGeBMA0sYu3zl07ZpMQn24stRARIgRSit0A32tl875DN+vh+h5d1xXw0Xfouk6VqrIgbAPJ1JZ1B6brkLFx07X/bpte9dqzjSufP+mP9ckW6OTkfA0iQnBd/ns6nuB2/KaWfEP/ZiXMYzwKM0uTCMoCQHgckeKIuBqwOj/FsDzP4Q5cuac3vb+6H5sSUuvvTCmr/66foQCQ9Xcx3Xin16//3hQ+skmxy0oFWmA3jmN+lybQEkkV3dVyBSTGrO9xeHkfx6/PsRwSjl88Qeh7EDnMdhg78xnu3LwBTwGzfoHHjx7j/OwUx28H/K//6b/if/nrf4tLux3SeI6ONLbYLElxOwADYmabS0yIrMADHsl1kApXZKi1nKbeB5lCIpTIOQn3ckGVIBtHDdMjUcB83vAF6FAGMJVVjcUa6XwdTigAwSqMS7ii+lQ94H1ACEFzt3qE0OVYfR/kO8n7sphsZCuq90q7q2CjGBg2jN0E4NPkR0LeqJk/Biamc3qbclSvf/t7mlDerFVsVrDsmHpPbL0M7Vyfzv1tYJ3V8LRJWL5L0dwmYKd7Qn3Pab+2nVvvme1njKl3hYhA1fyq7yO1e2I+J8aIrhPZEIJQNYOFGtRCxfK7ROl7/Z0Z7TjJ3AbMoKV99VDGLYLzDI4BHD3I96A0R+w6YFgA3Q4w7CIu34KHM3BawtGIcbVE8D3gejx/eYrnb5a4cfczfHpwCJdWeP30Pt48e4JXxy9wfnaGGzdv4satm9hZ7GIA4cXrN3j46BkePnoM7x1uXT/ElUs7mPcefZfNyFrny6mHV2sieMIwLgE4hDBD57tC4KDKq9DXCzBxWVsthgkdtOZdXPS+p4DUPmcu9OrbQEs9v3ylEU7lX70+UiJ4X/9dvNqsHlG7bqzW/rY+cmWbqdfuKNyuOR/UeY+Y85JGDOOALg6g6AEvJhnR+wkWGTEdq01ra9v4bBwzVtAhfwBsYcVojs2HsxHMrN9/U//Kd+3nzf6XvyvU5VYbJLGTHHqf8vtPKSkVtjJxquF4tLBLIjUi6Wy0KZgRYmFla0LYtV+h69D3jNksYRwTlqsVYoqIyan+K+GJcOKlh6v3dRsHGTOZAw5Tw9IfKhj56ACkVOWVGPIYJeZY5Ha7IdctKT/zRmFZLfiL2rusKM2id4TkNVa379FpyJXvOnSzGcJshtDbZ5KYalQE08XQLNxtfWAok0VGIUURk6te2P8auLzrWfP4Nouz+l5/psK5fp4Yt9P3Rk3SnDJvEQNerW01MMsALQ6IwxLDcolxtUIaBykqYcqXaze6TQrYRcpUfYz9m4EYsPaM4NYSVl/Hzpt6Wzbdc7sgacOsMAEgjRWMTT3xGGHgxME7YDHrsJqPYF5h4BWeP74P3/VSgKrzWPQdbl67iv3dfVw9OMB39+/hwcOHePr6DP/pb36Bv/7v/gK7/Q6QzgBi9YSgnciTZ4rstBiWsH5EBCR04v6nHm2gbgtARK0oIMQ5D6aQ10+2Ktk9iWp7Yg5zUjGr/k/zm2twFYnHhBlISsObSCpYO4ICIWi8eRDQ0VvBUK19EaPmeGhBwSo8Ksw6nd+EpNV1E2u9IOrXmKYyACE09YXqY2xPtD2wnpub5th0HtWf17+3c2xyjQ2e0xp81NfYBire1ZpjzSi65Zm2ApcLBOq7QMu276frej13xTLBpwor5fA7O9+MBcyMruuacTfwETqpvZPGoZFW9bO1tYgm79KYhWCpUJQTkR0DcIyUXAbJznkgOZAneN8Dfg6EBdjNkMIpEM+R4lv03Q5WkfHll98ArscPv/gp5otdLN8e4+TNEXh1jmcP7+HN29f45LM/xqd/9AMQgLPzJd6cLfHg8VPcu/8As67D3ZuHuHawj71ZwKzrJIvensVRrqNhcff2nXMzEM/Fz1k9v3iUK49IO3Jlb5nMlW3vvF4vmwDvuxS3DOYzALLb1/O23rvtuu1xzOVHiuiaPN0ccln3vQCQdTDPzBmAMAAaI8Y4KHnCmGs9cWb+M3rzixX8bW07wM9aBEoIlu7PW9erHVv/XY0x6neMxiTLG+I6c98m3SKr78MMSurVTKR5PSSeD5eU5pcBDRF3TY4yispJxUMiwDKuPaeNBBHBBQnnF2+6etRH8YzL+i/7bkqsFMucE8trncTmgIGRP/T20QFI3xulpuiVzpkCKug4pRJnW4dg1cJ202TfNqWngn6KqKeLIR/nCNz5Utej6xBmPZzW/Zjt7Eo+iIZdZVYYAppFQ7Rm6drcUflPIqtAmj8EAAkf2fqU69bRMmapWYBZoTVhW9VaKQlQci/mYe2Odv5yEjve3D+x0tAi09GW55B9e5rHE2NEXJ5itTzHuFwhGoWkXCTHb25jQZv2cdN4bPpuSgtdX5ewXRhM470bZbJRKteVqqmSYZ+nCZCuny8l1hrHDjECw7BCQoCDgJDL+wushiUu7ezj2atTPH74He58IkJ779JV9LszBE+YLz7B1ZuHmO3Ocf/+fXz15AT8X36Bv/53/xaHiwCKJyBojDjV3IZtk2q0Hik5JJbQKShrFfwsAxDOwMkeNBZdQfNEkoVTTWZbnchtTAo5GLCup2EKDTFkLUguix0rLnhloyKo1dFLldrZTDycIWjyuR3nMNMK1vV7JBKLZecDRoqIynCTlCUKFnpVsU1NDRus+4RZt/M4JYglTOdkCGFtTk7n6qaE7+mcm86l5rgLqrtduF9NwmXfF5CYB2Rbvz9227Q/WF8bGmB4CerTtWyeKnunG+UMy4g5luRRGP0dAAAgAElEQVRhuVANzmVubgOV7Y8DE1e5BcISlVSZEmVfmJUce6Qwgw8LpG6A63dA6RwpniHwJTx7+hzf3r+Hgzuf4s6tO4jnA94+e4p49hZPH97H69fH6Ocz/Pl/81e4cvUqTs+XWC1XePP2BPcfPcX9x08x7wPu3ryGGwe72N+ZSZHBFOGDw5Asz4SUecjGRsJ/nevhsQNHCwT1Rnov65NDQNcFLJ14TiY7RKUEvj8gbt7xZH9qwr4nrWZaI6JG6Z3O/yYEqHmPgNWQaX8sdLhcfxrCmQzkJs5AbdO9a2WXOWkdrUGL7WlxXZ1DxAak3n/83qtxrQvV2vpFjSavcQJAmi+nfb5A+6b2D0K1nzolBLDwRqfekaih4moQ4sAb5garOSxhHEpkBYsZTgwDZuE1OeIc2DmEjtH1HcJyyDWkAAJ8piKQ/jHDJZLq8lBmPiqAgxmV51R79QeMRD46AAmdhvVAKOloiEhJGUeSJoiynwyiIr/6k6nSueV+Znm0UJDpMqBK0TfFgUgmgpsJrWk3n2mNj77kgWjhQaeVg+RcAm/pSV48FwRcFquw9qneuECgfO7k2Y1SkixesMo1mPTIjhWu8In1BAywJcYSWCla6/5nwMBVbkdmytFrDQYuUv4+91uTulrlWkBoHM4wLLXSOUvIjRUnI6jSYhtHYwHYDkCylXMSMlKeuW7Kz66L2uUiY9MjS5/HUawddcw3vOQbpJQa93q+ywSUtVbwKnkxFWpfmQ4ihIeYxANFnKtnM4DDKwd48uwlbl67iYfPjnDvu2/wve/9MbzvsNjZw96ix/kQ4cMefvKTL3D54Aq+/fYRnr16jf/7//0F/tsffw/XL88QyIN4FMsOp+y1y6KEBYBEJgGFcGAKQi0IobA1ek/ZKKu5QQDlHADx+LQAb7LubUyZwJpbYYBCs0IK81i2iCa9tli0nJvJJh+sOKAXC5TzCLMO3hLNXRBgo/U5OjI7LSn9IqRGTUoYhpVYFZmlXkIQSyI5B1Tc+lLtV+qQwEm/6wR159STJIk9WaqklMDOyZOoAaM2cbFKoFoA1fNp2rYZcOpir9NGRJmpaZO3oGbIqr0DqmvXr7Hti1loNwCXi4TnRYaF37ZtMkBta41BDEAykEuqnJI8W6q8w1PaY0eEoPUdmIWlJl+TzEGwwcim7zqmNsHdjEzOcckhSwpwolh4hyRMQImEUppSB8IOTt4e4+e/+Ce8efsSn//o32B3sQOMEYhneHt8hBfPniNGxiff/xNcu34Ni505jl+/wvlqhbdv3uDx46d4cfwKi9kMd25dw82DfVza6dF5AEg6b6OyncqaMqp8U0qZEwgBzs1B3OlnOmWIEHyA79QwEGvGIaDRLN93LhApJasZJNvJOtU7mrcQ7X365nab5symPd56TL7I55qYxO4vhBkieOpLy1oUGZVyPQkDOUV/yGxTqvbEOCLGAZyGLJNJJqu+CRsLrD3X+67H5lkhzEtmMFJfc3nG5iLV/YCGoMM+qzq0+fMtn7SdrY5s8kNcAXMKSGzvJZ0bUUOwKLYh1WkUsEEguMDCmsmi44h3SYyKuZivApAQAkJgeB/1d2FUFCZF9WqqPCCS/CAkY5k0Y2fph+hD0Pdd9mOZc5Xu9aFsTb+H9tEBSDJOdpI4Wk8AJQIlRlpZ8l0hGsjzQikUNwlRTu2kricxk+gUGYTYRGWAOIFU4XbeC8u0l6TSbibhVr0CD98JO85ccz78TMIsnC8MPEQyucfaupcngTxIbcVhoFUq9L9kYKnSDfJVqmqwoviLXRxI+h2AmoGI283BO6+xjcb6IH0oVIOAidlU7c3T5c2jKGIpJlWg5PnEFVkWtIEaK47EiOVJK/CR4ggeJOcjqZAdiXLYiwngeljZktcnPZwKkcy0hPXGVKwz5TyxkNvcq0dBvB4jhmFV9cVySRhEEaFzOWmVklBguJwwvcFVLDcv+rONfyrPRcRIHAFYeIeDhCGJtZ7TCEeEw8MrePrsCT65dRdPnx/hxeP7CBzh4jl29q5gt1uAEEGLHVz+wQ9xafcSHjy4hxdvX+K//OoB/uxHn+HOwRxuPMG89xiisGIJEHRSxTlFpChgKVGHiBkS9RJGRV4rOhhtoK1Xq2odyngSchy1CK32PTpV5J13mZM9vwcYKFNglhPn5T1n5ZYcXJCwqtB16EIQj6WTsCrfCeuWd4WpiEjmZRfE7+gcQMyI4wjWGsg8nsGTg9fEQqmTKOAidHWxPYn/FoHghHErlxAHSJaucMCnAcQjvKq3DmokUGHEXOa6WdBJ1zpTKomVE6/LRVbd2hMx9fTZtWpFZMrkJudZvQ5hL6rX1La2yato93zftknBm/5+0XGb+vS+fZFE+janJ5HQ5zoo2Yp+65XVifK4uDymIXhZ1ywKZLQ9c6JgMDTfCFIHKL8H6LxzXU6JsFAnAeCMmbIdjmmEdwEUHd4cneDv/79fYLYzw49/8mfg1YCz56/QEQPjgOVqBX9pHz/98Re4enmBp48e4PT0Dc7PBzx5/gqPHj3B2clbXDvYx60bh7hyaYHF3CM4mxM6x72EgTEnUNL5qknQ47gShiCegWLASF4pvFn0gcQIROhmMzD1av+VtZE1LpuDmAjLqqXKk0uT9+yqv6d6RVMUD1pFRWUWceuheNe8bWSLKuYGMMxMSA5w6lVxyhZYX9Z5B6OPJeJMNcsmGw302t7nCIQIF1eg8RwuDeBxBbCAPU7KJOiKDlMPnhneSt/rZ0yTv6tnhREMTI9Y3xdqqcwA/DQEqz689shPDQfvMuxWyhRrV0w1o+p6KSV453LHWSm7gXXGQPJV6Fx00j+lkOe4MiigxglCUi9/ZAmJ7HqgmzH62YCwHOGGEewBFyVy0UHDr5JBuMKQV/ZPmUPJarBw6TgRpOo62/z6VwCCYRgBULayFwVFtK/apd28bFB2N+f6H9YmeU1TV91GAUTyQsUoKWEV3nktOubRzXp4rW7eqeejm88wX8zhe6kNAEW1NQpNqtyXu6OEITGLAlf3rrEiyKJORCDiprpn0udPptizbZhJv7W/CSkNBYQ0CjQwYFAlWtmnYm1FqZQPAKD2OerdMA5jm7/RgMOWwaP9fmw3nWwFSggpKhNFYTpLVHm/6s04h8WshzM1woAI26JMmBkxtXOjnTvr9L0xxpz/Un9XQrCMVEFD6XT0DMhMAYidZwBm/Z52YBFU8rmrv8iAbGc+h3cOjx4+wJ27n+LF0TGOXjzDOEZEdti7FLAzX6CLwOn5gNs3rmN3Z4EXL17g6cN7+Nuff43Tz27ie7cPEOIb2fR4BKlISURI5FUNdxkA1cwgZuG3zVHGpJEkW95IMzI6CISSuJghOuDMSmgC1FdFIlGUcO/gQ5/BRaeUp2I8kPUOp0YIVRQBoO8COu/QBQnxGlcrIUpII4iAYIAyOMALS555N8wDUgt1Wa8GEqh5TE7mkUzGwyzAwQg31LJFOcHd4oQdpDhXmzgNTAg1JsrRRSGJF7WpF2WzYvLua2zry4f050P6/XtrNUio9kILkyihmJWXjwl1QUnZgwwIylyv9858KyoeKFN8G/lo7FxqNBG7ksiazolS7xFwfnqC42dP8eDbb3Dj6gEODnfBwwpHT5/hzdERhtUSV68e4vMvfoz55ctIKWLv0j6+/foeVssVnj1/hadPXyCOA25eP8Ct6wfYX/TY6T2CanQTqhVlGrLnNo3P9kwLXQs6Ts4eWBQvb6Q0QAnrqQW+QLJ/iTbd883D9S5PQd3E27BZIjll6CuyZDKOVIdpiTHLjGQGTGwe5fMJWovKZHAsSdhQb/K/VHuvW207iGH64oe3ei/edN3qyJqsiCHzkFvGvOzdcpVcI0IkgksOPEkIJ6VHFj1GIlmcJ8k77CJm/Qzz+RzDsAQpR29MDEpRPIaybaiRuAa8tUJEeXSE7czBE6n3npEmdMsfq310ALJcjtXimHgDtEif5KMLu4zsphqGUy36djNo79HAD0N/mxY0jOrMKf9/QOgFeMzmM1AX0Guyeeg7zHbm6OczgNROwZtdqDUps3kaskeAK1TBEwuAApCatSb3VSdcvhej+r3cW/7UGQtRbjiVe1rohHgZGDFOrJk2wdFO8OmEH8cWgNRhB/a8meJTFSwwQwqdte8A+Y5JY1L1kbjNrajfXmOdMpNG83f9oi9aee8pOCZW4ItajBV4giicRBbG0lqO6thx6MZR3zP/7kwFt3dVf0fwziEmKSb2yd27+Oq7ezg+OsLBlQOcna9wdHyEkYWlamcPmC92EXbnOBlW6LrL2N3Zwf7uLl48eYSf/+YJXr1d4U//eB+78w4czyFVWxMSPAaz4MIjwiGpN8YoCkt4EVVj1xISfHAjaIEoASAlV0OsS0y+Krgn3pcQNMxKk8qd8xl8eK8UqX3I15fPpd/ekzCwVevbO61aTQD5LgMcoQRW8ENaGKyiME4KPpmtrFV5d5li2Ywx+rlzJPklGsrAYHj9HWQW4KRAcB0c2LhfROE7bVMjxKbv18HH7xAMTNfxO4+tWr38L3iONUPLO575Q1otA0R3oQ0/rlJAbZ+sySbqtSPA1bab1vLZvg9HPgMQm3/kIXuqY7iU8OroBZ49eYCTl8c43JvDc4IfB6kdMo7oZnPsX7qMw+vXkHyHk7MzXL50Cb/56j7enkQ8evQEL45fgIlx89olSTafd1j0AYG4kMFMCp7Vz28F0iRsTL0/QAPSLHQR0BpUrKGs2Bbi7C6cNUTvvwYuatN5vslw964mz9ayZxmwANDkvU11Fhs/U4JbEGrRI3VuiBlUOBcdzkZB5qYo+Mdqv6u111DmY6psr3te3qs/GoJl77gGnc1arwwD2QAdi6ptoNHcLhJp5RAC0AWJsumVVdWBQDyCopUWVH1Bcfa2UPI6g7Ixfqgxe8Oy/CjtowOQ8/NBXoJZK9VaBIaEM6C4+U3JlGqTZXJss5ptEo7WNln9SC1Hzokl0wpFBY0J932PTpmuLFbclMAULR+hKOesVk6KrOCkFtjmBbE8g0qA67lmHc8hR+UAFFYfVqE0ya9gVEDHKcgoORO28VhSZfkMDZCox6oFS+2YjrEk306tr9veB3Ox7hZPlIVrAUOudJvfmh2CaR0QN9mY15udKxLcBFytnOW5t+k6CoTqvrax1xtuqadxLLkjdsmSdN8CkJbZorXU1C5+YhJmthQ36l4EmVvDagXfeXz26Se4d+8Bjo8Y12/exsnpEq9eHWNMSvMHQj+f4fJOjyEyggP6mzdw5fJlvHxxhK9/8yVOTl7iJz/8BNcPL4PHt0hpROIIgge7HokDAE0+175T1W/pu8Wyvr+VMD+VKt4ppRwfb5s4nFPQodXOnRBB2Po1wOEcodM8B6vJYCCESIBb9roGQt93yooSxWUuyWlyDd8JmGfW3C/Iek4SWilECSSgyPo/XSNoZKWhE31kqopA2ntPMN6wDOJAmQJZzqG8PKYK0ZSeccMoN20buK7XTbHEtmupHGtPiur7za2ZE8WW8l4tn0sApe0nTpW4xrAz+Xv63bY2LfbY7HmJxbg2/ZxlX3Boa9cwF88qMkgWJdU8o7kGQXX/5voSxQUPjVlXYBuCA5an+ObX/4Th/AwBCYc7c7x9dYxXJycAGLP5AleuXcNsMcely5dx6dJlvH7zGg/uf4O3r4/x6N5jHD8/xouj55gvPA6uXsbh/gL78x4zT3CIEvcOS7IFtqm2RMV7Yaau+rsckkmllgoDArCguaI6vxpvykXzZgPVY/FIxe1zjqiZkJvmw1TmbWq2pozcZYhDI1ca7/nWcWt1H1ftWwCyIdH60njPwOCYcs5C1mFYwrXsuh+yP6+v+Q89d0vj9rj3v+66cbn57j2BznSvAK+v4alOMzX4cOJMtsAMkFMjk+EiYnAihEDoe8Yw9piPc6xWc5zzKZJ3QOfBpDok1JBQjblNTSIDtVR+h+TPildfchDJO8RNlKf/wu2jA5CzVfGA5Ph+bQ5W1EmG3Cp7qqqoesd6cS95GSagp5O2cuuinUSkFgNoDGTS75PizkCU6Q4BiaWOKkTGcVSBmfKGaN4ISsj5CZazYYKpgAjOSq6BmGl4Tiucp2FO5TPj9kzRvC0yhmOMWRgmLa4zjENzHTmnhDxRDm1Btk7JGE/iwyeen2aB24K0/3C5hr4RmPKvmETHp9XHCgTjPAesTQLZyk0wEXIEwDGYHYrOoMpBPhfVuesWp2zZaBSu9Va+tweXWH2qlVFu+1ooVwnTvjRUruICQGRokqkNnD4Dm2ROiOMA6j0ODg/w+PEzwPe4efMO3Nk5xmGFkzevQCDs8x7mmGExn6NzPU7OB3h02PnkNi5fuYSvfv0r/F8/+wpf/OAO/vjuVTgsQXEFD4eBxJtieR/mAbFnsXdg03zbuDXjXQavvFYd11zHykK9nAcogHxQ8FHTGioAsY3Z67pUj4UUDjRaXWDWdwA0x0bJGVKKCJL8IVSmlvypew3iCAIjWtgkbC9ggKTW0UZvwXS+VY/K5DVHhHLSbqqsd2Xm6LU15IvJNVWZbVy3WWenSv/7tmavbjwrtUKt+/GW+12kUPAaOtve2mdg4IL45ovueSE4W5Mz68CuNk5kuYKiBBIRhqEm8/DwzhRI2jA3klr6pfAYOQJFC9vZbJyQc2UcGGJc6PqA5XKJb776DV49vgceRuwtxOvx5vVLHD1/DnjClZs3cOnKlZzb+Okf/TFO377Fi+++wZtXR3j7+hUe3X+CcTXg4PI+Dq9ewqVLC8yDx8wRAhI4Rsk7Ic7zu96raytxuxcIr0+ZLVSqlKtCBUKWoTFb8VNR5lhG6wIyN0w9a/VcvQgsk2l4W9q75MD0b6s9JQaxTZ6O1sOzyQtS37e9T6yeibUuTNE70jgijqMYTsEa6Wk0Htuf56JnXFPW3+O8d353wT0u3qqm1/xwwLH2N9PGNb7pvCYs0jE4ljzYaV6LELeLcSB2jK7r0fcDZrMZxmGJFLzkQHECNLfPMZpChMyyXxjwcCS5ZybzTK01AOI8IX6AN/z31T46ADk/H7P3w1G14QDwE1o754ynWZJEs+DltkpstixV1pPSWqTehEzpeXAa9sVJEkAtByExOMriFWYEygnuaRRLaJoK1ySTJec+JHOlyXfJkrMMADSKfEsx2zQFGjV7lXlekDgXzEmJNTwKGEfN89DrTqlvp0g+K9tmvasA0VTg1ZbQaXN+Avho84YsA1P1Y3Kp6bXfH7/X1h+Aqxj/slHoxvKONTmNtzZQgkrkTZVMyhS09pAFZK6/1pT7s/YUtZITIRSuHBBZFVzNFwAB3hH6LkhIFAhjHHBlfw+z2QLf3n8Mck9w69YdON/h/HzA2zcvkeIKadxHOF9isdjB1f0dnPUjXp+cYX9/gZ/+6V/g4YNv8YuvfoWXr0/xp198jr5LUiCSPNhZErx6FJzX+Hd7ls05CL9Nk1QQo7gVpi3nA7yfCbNPFzKjiOVyCHADglpk8/t3TpivvIfnhBDM2gyoKVf2JlsvYi9Ug4JUwEaUStKsOUsMBhTAIBeoMoW0AhAspA2bn7EDuxmMEYUL6so01CDJvUlOmWZcEsCzpSja2j3WJuD7v4NtCkcB/JViVH0/pVPf3rn3nyvT4yxE1fp2keL0vl6Oi5QT2wfsXs2eWnH3T+8HTohsyaylnyEEkBMjmHzEWZ5578GpzQlc66tiZSQp9vv44RP86pe/QFyeY39OWA4jVqdvsFqu8OrVK9y88wkuXz1E2NvFzTu38erVKzx5/BA3T07w8P49fPtP/4Q3L5/jzatX8ES4fus69vZ2sLc7w868g1Oq9UgEb9ShBGHmm9ifN/QWxTKlAnjTezfFzypTR/FGJjbCD8BgubvAupviupEp/6wZr6g+cHO/fotmc0AS2Ev9mBaIyPiZLK5lzrRvU+V8GpYu123n5BhHjMOAkCTU+XfzZH8gbWr1+ABt4UOaGSOnbZqzzNM9IRtlqbB6kkPfOcRZRIwjVqs5xuEcUEP3mDSkWUQ8/OSRbJs1Nca4lpzqA97LvTyJ9yNOS6l/hPbRAchqOVQLzlXc6owIhhAGyHfmdhKlu44hbTnZidQoCrVsVt85ZcixVocg2eaVDSSE/EYJKtRSBI8OkUcxzulGF1djVp6lD2XCxXEsFTQxnYQFdCRVZlg3gzrkaSpgndZOmYKG+jrJ3LDkkGJCjGKhNQAw3cCAzcAiK90WZmLn2kbIAPQZNsWY18JgTQBX72F9gcpLoOzFqq6d2g1zalXdrLiIm56dMMhIuFNSsKohQ6H01TuXASYDjZen3nSmdLmbmpxjV7IkZBSBRi0Q3GapzsqUzk0mzTGAJCzC5qiF2jAjIYLgMIwjdnZ2cffuJ7h3/wHIedy6dQezvsfZ2RleHR2jQ8B8Dpyu3iCNEZcuH2BnMceL45eIRPj888/xyad38cuf/z3+t//8M/zFT36MK3uXwLySTRaS/+G8MlbpYpTn4TVg1SqHtfCvP9NzURLr7BBSGl2Qh/edFg7s4PtZDq+q35OjhECmpLgchhVCQBcCKEUtImf1ScTC6p3DMK6AmGRdapJ4ssKYqyWAKKCEU6a4zC+aC0113cZx1GrHuo/Uyjl1YD9XXngP50KmGwYcnO+QSAAmgrJvJS/W/4bJ5l+yUfZYZ7Bt+6g9F1dZL7z2S3Ncw+B3UWvGlZu/pwpCmryDyYycKHLblbzp7ZMyzdREJLUHpPaClJ5OU7RLOI1jnz279ToRY1BrjJ8yNDExAnmk1Qr/+PO/x4NvvsXnf/Q93Lx+DV99/Uu8ffMSx09fYG/vMj7/0b/B3pUr2D88QLe3gysHVxAB/MPP/g5Hjx5j+foVXj56guX5GQ6uHOLS5T10fcDhlX14x5j3HXhkpDhiWJ2LEaVzuR/0zroStOEHmHq/DF8wC/2wrEUNL8v3kZ+u367aNPiPWY0+Mq7BtWG49bQkFIOjnbvp9/dtUXNDHdaBhQGQuup1rSesebwm95+CajeZk/VxEsabikzBptX4YbvJ1CD8L96q9WL61O+6GfiY5uhu9IS64v3nrGDqdVjDpSKBIExaAkA6jMMMPIxYjSM4OCA5OGZEOARC0U8qvYGI4JL4yr3ywATv4AgITiON4ND/KwABlhWXsiOG14RdEMETCVUfMZxjZaeSZKnolF0kJfGe5MFX6zaLRdDBPBslprLm/XZGiZYsqdYmK8MT4Diidx08J+HO5ohxFMpVcW1GrfTdPpeFXyTzTqSk1UeLJyTp5+WctrjNWCmnwDTMYd2qV1tVmGE5U2COSIhIZBZ3UU4EMdumB0CDzWrPQL2YaiDXNIJW260snhv6lQ+fbJz1wm3Oc2UBkyktWT9t8y5qYDe9dqvkmqLHAGKJ/7dc+FUsVkyn9IY2Dp4xDKsMYNvrWvK4Uo8yZwEjfRAGStvwM0Wqutktd2fqratth62eLoI6UULmLk+ERMIqBxeUNUkLoWlIV1qdYr/3uH2wj0dPn2IR5rh5+w58IJyvVlJMjyLGOCKeRLx5+wZXr13D3RuHePL8GGNcoXOEH3/xBb7+9hv8P7/8Fb740Y9w7fJlARuJEXwHs3obpaNRsTJIi6uJlVNG0oIcR31AVZ71nScmJIJ4JogA8oALoNCDQg/nA8JsAec7BC9hWCE4hCCbLlj2DjldNnCvXtRZ38E7qU8QV+eS8AfR4RlRY+cTRmYQBGyIkUCVnyihDG4cgCQAJMWImATECAiRhWjr3da4CZqUlGpaFSp71+wCyHXFS+M7wPdwoQd8ELYt8lLVOgYk3wF9B0apym7KC21Yn5s8A7Vw5MrAYXO4nePNmdW7c+qh0feq+4wUJLU+pZLGpTonAZk4QbrlhBpUlUS7R6H0VKEO1nvY+qG8/7ICyLIvJEyrPWePDUPC8SrihDRJe5PPpe4D65p3RICGAbHKLrmzQwmcMzY/1rUoTyOGpJj/KuNLcF5CLpqdQNe9g3iSZd8Q+eV8B0caHjqe4/GDe/jql/+AdP4Wsxjxm7//r/jb16/x6s0xPvvBn+Cn/+4vQfM97OxdxuGVa9jb2wOFiOfPn+DJ44cYl2c4PjrCcHqOsNjB/rWr6IODDw6HN27ii5/+FL/58kuxqnYDgAHx9YBxtURQhJTDTXGBDMhuHnvKooAHckAiNSYSRjC467FyMzATKAqjk4MCfMh9T3VvKUQU5X4pmTGg5G3aHA4uKXmfhq44rhiL0MQEMxdGMztfzgPGaOvfjC6VnqPE2uR0flYryMhszCou4chVzgiVNX1R25S6ldcygOVqhX4YQUnoe8XIJzlnUV5QxdpYzpeXlz+ovnRZh2LW8NYMCKmhxV3vey3jJntSAwZr+b5uzGn3smrGbTAaNFJ2Ohfr/qDty/RKZuCyRP58L30ObyQBPE4AiN2QxFFOAAWZEw4OfgjoZgsslkvE7hxxAOIQQViBOAoBCTk4F9BpHaGUOEccOFcMG6IT13p2QqcU1x+7fXQAUqfiS9x0ZQNhzjkXotCNmdnTOzSLv4mPz+E1yD/5O9IqkhMF23svpFupfnFqeRhHjCwuS/t8Sjm7yQ1n30n85TpFrTxia6nISoJ8sHHxvHNIiVovB4vIIiTTbJpjS3MgV4GzyRh9iBWh3Rwu2ijaz6YepOxxUS9I2ftaq9o2a9CagpW4qcsie4ZZMWy+2f2r53cET0EnpylA9fMaE5FuuKTMSZN+AoQYBVADKACV1zfUi5pdlpirMA1tjuB8gDBV1WGKpM9KuHnzKhI8njx+iOUw4s4nd9GHgJOTtzg9Pc1egfl8jiePH2F3bw9XDq/jfLXC2fIczvX44eefY29vFz//x1/h7vXb+PSTu+j7GRhO40zFAzJNpCStzqxanO36ujGbGKYyd7OSqKFu5OB8D9fN4UIH7wO85Xyot8B7JZFwBmSMB92jNwuzvucUFTikCK1AIHIAACAASURBVIoGglgTzAWACNiIolTEhJQk5CrGEWkcQfqdEDuMGEcr8jUlfhCPqCkacSwARIwb6kmFCXGvsA3yjN0coZvDz+bwswVCmIln1gPsHNaLthroTc263t7a+OTWK2lrozDu5HdKAu6Q36EoeEnBpSlvYkyAJurrWoGCPR1zAS1KiBFZ6xtZgRTI+ssUrKT/n8TPs3gG5b2OWYnTCVgtFSpMQyDJHbK5N1WGvAIKC6mE5Q2psYxIwiIJqnwjbwms14xASdVCleGxaf3b9pdlYisfEkiYIVPCfNYhjSOG5YCjFy/w3Zf/gNfHz7DTBwxpifPzcywWezjcmeNHf/HnOLx5C/NLB+jmu1js7OP87RlevjxGNyN8+ctf4te/+DmOHj/G8uwMOzs7uHr9Om7cugXEERxXcP0c3M3R7exjdXKC1du3QFoCaUTX9fq+uNqoLphyW78sSpzNWQm/lj0gJjFQOg09LaZDASZMyPmE9WvM48zmiS6KddSQaZ1Ccq6KzU2+AQubE73CvCekRg0CWx7rxOo9vU7dN1tbzOrI1GNjjB8EQjZfPwFkzFkRKY456sLAXyV0N1xg25UNZImMETFIG0+6GDi8b6v62Xz2zo7+XprpkPnu9TNSpb9Mn5UA4mK0BKDkRw7BewxdKMyYnuDZgRHzfuAY8Krddd6Vyui+9eQ1INnky+9nKD6ofXwAUrVaUEq146SVf81OXKwTkVKmFmt+XFVt2BJPXaE2FcunJJG6LIwVtJBv5rB5JMyaa1Z2oIQMWdtUwKsola4BH/Ux0/OyO6/62dSmloLpoq5jE9vjCHWRpqnVgKyati/5M7/dBvF+bToObaxrAXtFANtzrF9LlG0jHriIHrc8T6bITaxCJzV9apSaiqFq2hIBa3OxUfZqZc3nMBWiwla2BkLesYeaNWuaU2MKi/ce41jIBMTbI2PoA+HWresYYsLTJ48RxwHXb93GfD5vwLJZ9c5OT3F2/hAHBwe4cukSlqslTs/O8endu7i8v49ff/kV/u4f/gGffvopDg8Psbu7L8oRAKRh8vwlJGD9RRpgU8shOThjt3IBzneiJJoSrkUFnZNQLKvvkfM/CGp2EuHdBbEYySwoQpgVOGAckVeeejgykFDPB6IotSkKAOExIg4rMEdEBSXRzlPGrlaRL1Z5y99KpnAzsuIch0GAyTgCcUQghzCbYz7fQ7fYxYwBP3dIFEABVQjcBHTn9fQ+AGT9vNYLstnT6XLehyl3EqomXpBBQIWx8uV/E4CkwC1mz3DMYWwMjjpW9fwxkG+FKZ2B3ZL8zgn6LsQbhTqcVa9S991NPB9EbrLOSb0j5gGR+yXtQ9JClir9BYDYZxAFGYkAV60E0qmJYiioGyXxkORnz+eyhlsCHEd4JAyn53j54jkefPcNjp49Ba/eYjg7xXFKmC120O9fxuUbt3D15k3sHB5ittiF72YIvgMl4PzkNX75dz/DcjjF8bMnOHr4CMPZKa5fvYrbn32K/YMDfP8HfwIeBjx4cA/LcUSY7+LS1Zs4Hh4BYQZejZJxRgDHKPpoqi2KH9pY9VgzIpAYG0Io+7PRYFl4M5x4hlAMjym1OSHm8SqhgmViMDPMNiK3jdVcWJfIWa9QKn6nqMdCxs3He5Gsbp44G4vkvBhbGZYukEH1g9Q1jGA9rwhykBLSmBC1gDAS59yC6fNVf63dp26OkPNLG/D5O2wX9WdqTC3tw4x7v4tW94UgxgKTedP912xwxaOW0HUBXRcwdmJgcz6AnJeQWwaQtEAiMRATyDs4uOw5s3/Xmm0cfyDtDwqAAOXFZeUZ4iKEbQgaksXQkltqmZDwIEs+Z7gk/4qAKknHKTGii1WcrU0Ir9cqgsD6EGPUTXSdgs1+r/teP4t8Vrn0J6DAT8KaNm4stP6d9yWXZVufahCUJ/2aztdaMZ1vq7naueugqr1vA2PWrHnrFhC7x/TfFqAh39/p3k/63SYvh7m7mWXj3qRo1X2z98FchNyUlaq5R+gAwrprGhCn0gR4lH9NoNVCEDALn3MlPny9lXPq71kVVVkHEeQNzCS44HKBSiKqilWapU+S0mOKuHnjEN4FPHjwGKen57hx9w4Or14FACyXS5yensJ7j/39fcSYcHz0AnvDHnb399Hv7+H0/BxpZwd//ud/hufPXuD169c4OnqJ69dv4O7dT/Rd2Si1yZGkC9qskOXdJFj+iDNGK9+DfA/qJATJ9TNRoEJRSJyCLCsw2HWdKKssoT/27GV9R7G4ax5YSgI4bICZ9Xv1jsA8Jea1GEexIKaEOErokCnSSRVoqXeDbLzIf9uzsimhEqjDzhcMBrluGpfAOCLp/IkuoOvncCB4F6R4YugQQyegj7QY5GTevCtuHECTEL8JgEz3FbuG850EAhJEGUwRzCNSHBDTWba0Wu4M2EJgRqQ0KPioC5WKEpuqvdc8FXAAwcORsZs5+ODB+jsg9KxJ++FylWbZQOplxkk8iEhmZVf2Qzuo3o+91ZTxYi2m8rd3ndaiEQBCzispQpAwRCI4J54bdmJ/zHr5ZDzLXq1eZxFM+d1474Q5KY1IqxUeP3mIoyeP8PL5U5y8eolZ59H3AeenjKs3b+Pg1m0c3LiN+f4BQj/DYm9PxzdhPDvHi0ePcO/XX+LpvW/w6OF36Bxhvw9Y7F/H7uV97O7t4NLBZexcvoyXL46xd3ANp0dHOI9A2NkHwhHge/g+IZ4njEnCQK08Dfl1RbTIgKlCqcxPyhZoIWZCuSuj1nc9Zv0MK3IwG4bRk0Jtu+wSYjQ5wuDG679ZIc2vusYkDCBTntoXlL+zEF2r8WSP5DPxSivf7Nmnn21v7XnFMNcetf48CWvDa8/IEAKccdRc0djkN5qMXTNy5gs0gyPX1Xct0E5U7sbrODFAvU/bdtym8bsIlLHK9Hzehabd7QDxn6O6T/WccjPZqpmQw7CZSQBIHzCEDhRCYWZVu43UcxtVxiew5v6xk4KDSb2OWe8ool+JkHjdcPkR2h8UANk0gYwYjjhpHDkAZi01RFkp5epcxwSXWGVwknAt7wSYUIRz6uZCAYTGxU55c5kUOCRaS0CbCuHpIjCBL2kq1OR3bGu1ByQnS1YAJFtcfGjutSm0a5PikMzMmse3eQFrQCD/XiHq2pNjv9d1ONZdrJufdbqBbBYK5Z2bKzOPMyF7wbh+5iRWrk1eBRFWFuIjIyDKv/azDomaAqeR0W7MOlYkYm8NgCjo7fuA2oom3VkflCmjRqW3r42txTEnAJFHOEqgQOCoCm6SwCfnQy7oKZcjUWw4gTgh+IC7t6+jCx7fffcQ330nwOT69WuYzXqcn59jtRrw5g1w5dIBYop48/oVTk9OcOXgAAeX9jGfdTh6+QpXrx3g2rWrePbsBY6OXuDVy9f45NNPcXiwh5RGjOOIEEKTiGu00EUpT9kSxA5SXNB1ku/RzYFuBgozuH4G13Xq+XAamoEMQrpOCjoRlASCCshL+d6pCF/NzaA8Z0R5Re3RiKNY1RV4ZHBiybDMCiZkP0qklai1VohdNyr1pcxVFmXAQrVg1zIPlBosnIP3ASHMELo5utkuutkufL8A9XOkrhcKYk3+58nasn+3rbN6zk3XzUV/209ShZEQlS1wQEoDxuEccThFHM7lPXBUCmMFI2yJ+3LdMUbU+gHps5N3AFt1eZ/xFbOEMTlWmlEyj6Y+TRaylP8x8C+Lzp5Leh+8rMGR21pIADShWuak7EOSzOl9QPJKP53BhgGQDk6JElhzeQp5iYAV857WrIR5j3Ea2gNGHAcET/AhYLk8xbN73+L4xXMcPXuG89O38GBc2tsBATi4cRN3f/AFLl29idn+ZXSLXXDo4YjQk8dqdY6Xz17g2YMHePDVb3D/69/g7atjgCN2Lu9jbzHH7v4+RiScnS9x6Dp0swVenTzA+ekZ9i4fAF2PuBxAXS+5SZ6wWi0VQoy53vQ6/CiNFFzaAax7QtnTSd9NARvOB3RhBkcOEa4YMZo5bHutTKY6SX+TnpH37Tw11gHTtLQMs+WHlBxFicCQXshc0RDDqTy1+4K2D84Gb0t9jXoZT9e0sSlO135WRpmFFTMWz2P2Orr2nHJNWDCldSh3s4AiMSoZ+ikg5MMASOMlb56r7EFTprOLvTWVEYJ567hPd8Z1XWYLyHnHeaBybvOd6jBJa4UYwAzBIwQvhCo+wDmprcUMRLawVJUZzgsznEsIzmuoqF7b1cCbMgBJlP4VgLyrMUoiUyGvlGaeXTlOrDn5O4vZ1AUUKcFFVVI8I+S6YIzOdaLIMYOYMvrf5CarO/AhAKSuAL32jNwuzBqAZGq8CQCpk8Q3XWfapp6LWIUj+PcIx2BmJOUsZ+bMHFaPw0bb/QYrykWfX9TyRmoAREOJ6nEwhS45YSPNz7tG+1lbHA2U6DFJhFUGdNXWskJqK9PaNdHmIMnCN5YlABxBLuVzphsQTeZV+R0Xmlyk7xJFPg4j+k4uxpzEZVuBtdJHyaUgYoTOCSUlL3Hn5iEcAb9+8ARff/0Vlstz3LlzB7u7Ozg/P8c4DkLB6T129/cAIrw8eoHTk7e4fOUKbl6/ilev32C1HHH39k1cvXIFJyfnePLwIR7cX+KHP/wB9vf3s0clP74TQGTzehwrkE4e7D2oCwI4ZjugMAN1QrUrip0y5ykVpyOC16rn3nsQM0YeMvgAoMn5UPBgXg4BIC4ZSFCQoeAjxhFDHERQx1jVCIkCHiJQkk4lhCiZch1He1mw4p/FA8IZeIiiZGFLcm1iRvABLnj03Rw7u1ew2L2M+e4BwvwK0M+Rug7JeyCHmrbTZl2R+OcBkOlnsiesxEKdCJQkJC3FcwzLM8TzE8TVuYSpIWl9J6UwZgud0fVEHmBJgLVCsKRFJaEsYKReBYdQ1qJRrqul0AdXGVus3+teDVuTRCSMarpXrys/DKRB+hoJVmuJiMA+wHcdyHkpwEmEaHVwvId3SvHsHOAdvAsSo+3kmeIGA5PtcVBDQ3DATvA4O32LR18/wuMH97A6fY03r19jPl9gsbuH3d09HFw5xGJ3F7M9AafdYg/dfFfBEjCeL7HiAUfPnuPnf/szPL53Hy+fP8Xy5DX29new2NvHzbt38On3P0OYz/Di6BinZytE6rTOjyRVRjCGmLAcRmGcmy8QuAMtTxFjAkfSACQdz60zbr3V4UdSPFcNg04VsKgJvzBlGijCuY0KqOdr8y433NN0DdEd1vOcLEe1vqazPEHTHZKEcDFUB1EgXFvd1+TeVjl4sXysPQz1/mbPSFaPh6x+WY31xJAyDuLJ5Wghkq1Huukr6bzf2M1i0Mv3d6qL4WJa5E1tU/TCur7wLlBTS+gpOHk/5buV1VvCmuTA5orr8+2i+9U5SiQMrk68uqHr0M/m6GczLJcdBqfeQNVZkhptxAAXEZxHSA5Ww9hVe382XhOUletfAcjFSqiYEtWKVU8aancCTP6czN16Qck2ItZh74EQWiFbK7XTRVAn024DIOuIk5qqpNPnbemDKw8EAE/UrPfaMra+h20fxykA2aaMbANI2eNBbfJ9qjasMKXdo0InmQVF9YxZMTaz0nvsTxLXWJRV7101xjFfxyxRFlc9DfupnykDqKT1VKIIOAFZ9cZl9VMMULYdtmJ7Bjgl9ELiNCUczMa3Pk/mY534X3+/HodezsqKImR+D+OAGUkfGMVD9v+z915fkhxHuufPRYhUpVoCDYAAyBnO3N0Rdx/u84qHPWf/9n0Z8s7lDDUBNNDo7uruqspKEeFiH8w9wiMrqwFyhgT3nOt9qktkZggPdxOfmX0WkbRD8pxHLWaBFmOX4f6lMN3Zhj98+RVffPEFNzfXPHv2EavVCm0iNrFmBOeYLRZYa9jt91y+fk07b3j86Am3txturm9p6pr5bMnpasW79Vt+/vOfc35+zo9//BMmwnhQkNJU0RjpdyF5/QZTNVLrUbeopoFqhq4ajDbYtAaM1hgV5SsVnhtjBMnuO2n8lpwD4mjuDg5IUYSe6zqyA5K/vHd0uZYlxpQ37YqeBPl55PoFn9KwAjox9WQ01qjUJ4EUPp+gmXGI1qCQgnprqaqGWXvKbHVO3Z5i2hXUC6Kx+DR3KkZMknEhjLOcmd6+j8L5Ps7HsfeGKCx/+ADO4fY7vNvR72/xmzVhv8O7HmJAa48KnpiY+dBGUqeUkAdolet5LMpKalNm/UKblOpkMWpkniPvnPS7tbUYZC5FFgaSCCj3mBiKKfdaawIRn5DeIMpgeKeJmhhdQh8jkiKlE4ABA8mHSh26lUI5g9cGk9LFlNaYyiYDw6JMA2bMDS+BDIMQWdSVYb/Z8Mt/+x2vv/mK7e0NikDvtnz44YdcPHpK1DWnF4+xdUvTzlhvrmnnS7Rt8N5jYkDFnvXlS778zW/5za9/w4uvnuN2e+pK8+DJQ87OTvno859y8fQxH3z6CUFrmss33Ly9palmSI8fRZ8a2K3Xa1Cp54HSVLMZi3jG7vYtu36LGebtjwCaUAONcQjCMJlTTU2W3T4h9SkLIn8fnygiFO857bG1nJsCRjU2czsUvTFOzchMLpOdWM2IMoeUgaFUTgUfP3mH6v6PtQPjwXdIa7J8j+iBrFMyUYnWYFPBvncO37vUHywMiuX+PX8/aKiG10KaiTAAyIr3+FjvGd8FUP4px/zLj+9GESO5SSSQIqvGCD18VdU07Yz9bkNlK3pj8doQtEvrz4ldCBht8MbgvB7WXmlr6QRqWKVBe5xx91/XX2j84A7I+woixw2Q02lGJ2TsJ5AdlIxeqEEsQRyKIzOiFEHywbUYv8GLEZBTZowdHYJD9p77DNnyPo6h+9LRPKZaFDPxSCmEZ4k6yPFL9AGiivg4Fs8dRlsGo9pLaG44coG0anShVMd59ikVxejxOqaRA/DB4n3Or85Hl2P1fqyrycW3KsH70Ttsprs9dOwSU1RGQqXQUo0nzXpEIQZb6uRpjSIzhERI4ctkZ8TsGI1O5YSKU0uUwKdQcYwKH4IUvPaB3nlRsjGtPTLiOTYXQk3nv/f9gNiKEZzXVMBWkZEwQa55IFNIUFluEpSVlVYaYZIZHa4yjSBGJYgkCqUs+37PIkZqW4GV82olBpWk98j6MNqIOgoMz0+n86McHz5asZp/yr/96jd8+/Jbrm93fP6Tn7JYLGgrh+t6XBfojGKxWLGcr0DBZr/myz/8lsVixeOH59zebrm5WdPUNRdnpzx48L+xud3w85/9d1arEz799HNZ1jpgjMK7jrCXOVYklLhaoJoVZj7H1lJ0ng1Qq5WkXKmISUV7s6YZoiiuy9GHlNITFCo1LXOZ1So5HTF4guvFsHE7gvf0uQA8pjQpgjDq+CKCkZ4DiZkkEoc1OzApaTNoSmGHiYUzFKRjeXZeokdHWYdC1ilUwVWzoFmcUi3OUO2SOFvhqxnoWrqfx2Rk+0i04gyjR2Q/7/EhrUGNcuxY6kb+W5lqCcWSIUnbvOci4CUtKdddhCjonFJGOmZVci0hIGlWaY2r1MleGyESsEM9jwKjCVaoJpWuxqJulVOgStBmdETaZo6pKwC22y3O9dN7LSJQxmTAQGq1+m6Hz1Et4sQ6DMEw1AomdDG/JXo1NAKNibwhN9gNWhOSs4RSWF+hVEVdt+haan6CkchPU7XECI21NCrgry/5t1/9khcvXuC6nv1uR/SBf/jnf+LRp5/x+vqK2ckJq5NzmqaFCN556npO1bR0riOEHuU9L58/53/87Gf84be/4PZ2g1Ka2emSZr7gg48/5vMf/4TzR0/5l5//K3Z5wpMPnjKfL4nBcLo6x0XHbHVK1c6o6gqNout7VNNilitsbQlRUSvYbvcE36f2NIrgQ0J2FZ4IMXU9DxC9KwAaIGjR31Gz7yK28ugmEILCBVhv9/RBCv+DBhUSQ5oSw1eRjLk4ro9DAK78vdRHIab8+SirfEKWMTQClaEwGY8AhVzL4Lik6JuKDC02Blk+MngqpYYokdRNyHd1GDFI5x72GxGfu2szGq/FB4q/53sWR9kn/WPVhn63JnQr+r4D52gqiw1CDRsUg82U1+69MYBkn6S7HOqs5O4y8PvdY5BL+bCHYKlSCWSMf1RUrTyO9y5bDcNxY/Yu8xoZX5y8LxTHmVwbOX32UJ6WwPfxoZGUHLFTooAcRJrW0PeWuqtoZi3NrqXrttKPyilUUCn9N82ZDqm9AFgTk1yb2ptKqbRvdALUftjxgzsgf/xQR36++9BJHVjLRjH5Mxk1m3iH+i7afCxqUL6vTEN63yiZncr3SxThyB0OHmtB68ZkLxxFKEZkf1rncdgU6DB0O0YAEivGUQREk2kxM/IziZ7oEZY5DN1abbDlRjg2R0ivB1UIIH3wPCYRohiHuYuo0dgm5ZP7QyQ3f0kkI9N7hpBD/XJvwUecBx8kcuFTZCQENdxziNlFGq8vGNA6YHxAK6FQNWmtGKOKKAfFd1BWjCoTwOSmiCqilBMDLaWahcHxHKZ5MICDElRQnFKdUGBRHhqFNcKeAYL0jVG3g/klYrRnMbf813/8L/zuqxc8//aSX/ziX/nwo2c0Tx4ya1oCin3X0fXvmM/nnJ2dcdae0TYzttsdr1+/pmlaTk9OuL65ISoIvmOxaPm7v/spb9++42c/+xcePXzEo6ePJO+eCm3BVlZqPkyNaZeYdoVpGkxVgTFoDFaphBCltEqlB8PVpwgGIRWZpzSo3JwxRqkTiEPEwxFdos0Ngej6gZa3bFIaYxDnoFz3A2KIoPIxGz7SmyUbRmEwYk1yQiRNKSowAek3k1NNUj6viprKVDR1SzNfUS1PCPUC1bSo1AckMqKcWhmpF0goO4VsmwIe/4Fxn+0xrOcEQGRHwRhUqFDNjGg13kl9kQqNgCQDH22CZrUWhy39rFJhedRjymW+DJHZKc0p5RsYY9FKM5vNCKpMvRxld/6ulKLvu0TXnBmDCiftmHwV22ekd4VkNMhnY5Z9IJGzDIolp1m61SscDujZe0fVd9jKYq3ULbUN+N7x+vlLXjz/ivW7K7q+l4hQ2/DRRx/xd3//9+KIt3MeL04wTYM2RvpGeWF3DNFxe/2Obr/n9vqK3//yl/z63/6dy2+/xdrA0w8/YLFc8cFHn/D53/yUxckZIUbevrtht9+hUOy2W3zfc319xXK5wlaW07NT1us1i8WC/X5PZih0EW53HeubNfPKcnL2EL/f4HYbQoxSGJuiZBkkzKmgktYqcyhsHmMNQZZ7MSTXwnuquuHs/IL1y98dXaKKCAf6vdRp79sHmcQkr+tMshWTAr6PjD7Zxel8oy5kuK9R5kdIznmuLS7eP3i0+XoGUzw5IXdrG/P1Te/riIGdRl7f0rC4FxS9qMO6k92hRjr594qQY6ZZupI/WfLca1qpMW36e4zvJfsU4yP7D467EeTjDohCFcxhd4fRJF1nsJWlqiq8qxIhiiJoP0npzeB0DJJ1ISyfOjkiaf0Fj9eOPv5PB+TPNORBTFCVNErULDNjmQKdnxwl3t3EpUIvIyJTZfU+ARcTEjGyvUyvb5q3n7/naoTA8VSqCXVq0cskvybCRQxtNynIGx0XiYJISC+GVGCXozNEfPK4xcib0hDr1GRP5vQwAnS/IaQiUrBb9AogC3Ot7yAuY4pa+co4p97JlyDfsWCAGuc+O3MSyWF0PkLEC+Mp3kU6J0wqzgdcEMdEQv9pfksExFgkcuEHo2a0qXJecTZwRqTMGI/WHmOkl4C1Cd1R6XO5dkQdrKt8H/krjtelB2pSI8XBQ7Tm/hB6fsYq9sybms5F/ubTZ6wWc758/oLLb57jNxueffiM5XJBpSIh9FxdXdF1He1ixny+4OLinL533N5u6fsds9mcEB3b3YbN9paqqrk4W/Hk4QVv3rzl97/7LfPVigfn5xhTo5q59LqoZ1TtEmVqtLVgNNpW4nwkxLqqxXDLznZel3kPyH6QCMeAeiNrw7kel+s8XJ9Srjy4jlwAPjr0suck8y41L40pApKK/cXOkAJ6yVmXdRxDalSXno3KBADptbw2c81SDGCxWFtR1XOa2YpmvsK0C6jm+KoBU4OyqflnUWeW5FmOcJbGdLkP3w+X3N1r4+93Xy+jjIZI0AaqStSqN0Rj0bEiRkdwvTyjvkP6qOREtHE365SeJJGO5IgMqUmpD4fOcms0iLTWUiujjTRsRNZCdkzL+ahS3dDt7S06KfgQpAdLCUjBAfNceo4MzzsO/lPMGzL3o1CZnMATMxuTlmiICkZSrwi4rkd5Q1SRrdvz1S/fsL1+y+52jY+a5cWHPD4/5+HjJ8xPTlisVpLkYiQaTUTAh0gSZLLuKqN5++Y1z//wJV/9/vd8/cUX3K5vOD074eEHj/ng2TM+/ezHPHj0GFO3GFMRArz4t18zm8243dwyW8zYbresb9f0fU9V1zRNw+3tLTHGFCWUNNPF/IS2MtS2Ynf9DtsYKlOxx4DvcG6HhDuUEAoM9LRayn5yxClPY0L7B7kcArWxeAJ11RCc1DgM9SGk9RElZh31/Q7I+0YszOU7hngWtvfsFR1JQBNjzcMAfB0vCh9TzOXNIqbjYZLCxCE5vJeS1OP7jJjuw/tEqJFS6jKl8eQcIQxNhr+7o/3/P8b77Lz/zFFmyNz7Hg6d2ixjUiSjstSNpe5r2rbF7xticOgIPmp80mUh1UvlBpsxRHwAr3Kaby5MFz0WNImt7ocdP7gDctgHoxzvXxiHG2FUDnKsg1cPUDr5uosSvm8zH17rYYRArpnJd/nc1JApnYVDo3wioBjzlnOpZiAb+npy3eVxBUQZr2/svBxTn4Fj95ajAQWiMnlfHBgzZNG7qSM0zFk2dKc55zkSdSc9LU1WTmcYurfnsxZO3+S5lI5EmtfeyXUFJ5GMUUhPHZDxdwhe7t2LjSpfIeICeK9wPtK7lNoeJN94uO/sKZHqRwAoEQAAIABJREFUTRAhrb3UFkkkJDkbE6eD5KiB7oNETqyi0hrJ/BYgMBRKS2UjtnREkkIIhZLVB8jfwY56r6LSGiqr6Lot1ja44PjwyQPOT0948e0rXl9t+dVvfs3FxQWPHz1mPp9TGUvvHN3NDb3zzOdzmqbl5PSMrutxzmGUwpgFlbVEIq7v6EJPO6v40ckztrs96+t3zOZz+hA4f7RieXKCruZEU0nKhkaK8oyRdoRm7FUzCPpi/Q8RjuyAxDBERPpuLw6Ik2aCuQbEux4dR8f6ruEepNFhYdDk90lNSHY+dEoDCSgtxei5uR4ITWJ0snhjiNDLplNKUpAq29A2c2yzQDdLbDOHqoGqBVMTlTAuTSIdZkg4T477AZiRkV9VgAr3yNfy/ZP1Um6/4v6VUiJU8v5OiykEKW5VkmeTGp55fJdR1zga7MW+Ro0yJTt9GdHO1yDbOBCCkT2npXYohMi+6yBFZDMZQXk/bVMLkphqe6RmJjNeqclXTusCMS4HQ1BF6YdYroFkbWbnU6nccTtRM7uItRU4jbagoqPrena+53Zzy+32lugd83bGBx9+xMXjD7j44DPQBlPXqLpClo1m6zpsNOgoEVO8JzNl7XZ7XnzxO/71X37G9dt3EGQePv78Mz7/25/wwUefcHJ6RlU3rPd79jdbFssVbTNnfXvLYj5HK01VVcQY6Pue7XZLO5sRY6RpGqqqYrlc0vc9rnf0qidEDdpStQvcdkNlDdGIcRtITUElASjJ/aw3xIGIkZTGIzVSIapEDhFSqrSkuTnnub1Zj3UPcTze6KSqO+v/Lip9zCmZ7o1J5CRFIY4BgOIQk/KW4p3azUNdKFtEC2hQAllRUnBzv49yHEt/+q6Izn1jBOzEAcE7CA7JYT6IsvwJxy+v+pjXdp/sufP37/AN/rOdh4wxfO/rGz74vqO+5xojHKfwkWGsoqoMdW1omgrXtoTgkwOicM6hlcIb0Xs+08B7P0RkQeyabNAZJXvLq+8fQfpzjb8qBwTeHyo73PCjIZaRMKn3IBXZwrSgXKcOydbmfgFjHccYjRg39B1jWd0VTvm7L6hOBx82OxyTEFkYDOYYwkDVWgrK8ThF6pQS9p4s2EonpBQW0ssAopfcf4XCF6HKSLKGD+Y/h+9CEGM69ysoN08M/s657iJM2YGJw2TkZlx3hGVkMJRimrWocirD6CjdMYSGa49JuUlBoPMhFZAzcUDGKR0R56y8xG6V5+edHMO59HuqqRXGibHYUZRNxsrSteXeAOk8klETh5SyKTImxpLMszAvgUabgHM5+oMwl2S7UhXOmBbjRjpHibLORdfaFI3L0hxba3Bx6uAeGzFGvJOQbXAOY2q872ms4rNPnnG+6XnxzQuu3l3S7bY8fPSI09Nz2tmcSGC339M7T2U7mqZlNpthbU3f74gR2lZ69fjKs+/29Lstwfe0VcWsqvF+z36/43XfsVlfc/LwKavzh1hjcEQqm2q0QsRYARCcy/0lgJJYINUhxJRKVbJZuW6P9z3BJxQ+JrRaKomP7vk8l8IuNj5/aZgaJYcayNEPhbDqRXRiwklGevTSJC8truhBkHxD3TTYqqauWup6jm4WUM+halFVTdA1WEtUiRlKkfpOSGrPqASjdIsuRsmu975xLEo5vpb/u2tUReJYnI1EiFSwRCMF4DFGjE3F4KrDkGXnNJKa5UT+m1YMqYcZf40AITG7KTGQvAuCDGqN91t0NTVAs4wKIbDdbgd5n1P2cv8WuSZ5XlpPu8pPGtcNxnJyIkcsIjnAqb9QgpEkuhjR3rPfbjGqI3olNSp4bNvw9NnHzJcrHj58yvnZGUpX3K53dN2eRlv6fkfQGl1Vqa9NOmYMBNdze7vm9eUrvv7yK37983/l3ds3nJ2ec3J+zt98+gkf/eRzZqsFtZ2jjGHvA7ves+96wnqNsWIOdF0ndXbWcnp2Ru8idV1L/VQCnrquQyk19N0RJyGAtixOznh5c4NtG7ypiKbC6IjGE3zHgB4l0CnX4qHGusfMdBV9xDuf0mFT2m2UOpfeSzTTpDQwlVqYZ5fm0Fg8XNuHRCQ5kpc/duigJCxr0G9KFeBEzA9fvoeQV+zdUerB0qk45ihN9+Hd430f5+PwPT6k84Yo89pLdJJBHhbXkG78WIbI+84z/hw5ZM4qIzff53rvG4O9k2XFQdjovuNkULK8luG9BzbP9x4xHnVCxrVx3zHffy6lItYqrJWIf9PUQubhpYZVgDg1ZKR4n9KQ9bFUvZiYB3Ma+very/lzjr9qB+RuCsD39MSTYCidjywojRnTFrJzn1F9OfzYCMracXqORRtyyof3YWx0VoyJU3CwWcZLnaZ2TQ2eaQQkxBFZKd+X53BspoZEAULmxC/mWKkJ//MkMhMjmTkqC9mJQxTHe8/XcFhfAmN6mzHmTtO+u5M0Aiyj4pDf7x578jEyqBwGQyI7DjHl7h4JgUaSkM0oEMlhSQ5NKk53eaMOFyMpUqMwLZRZ9hCKk6iiozpqzPeVdKiYFJkaqJZDCEjJeUzvyVGSlFevstMpn1E6Dk7KANsMc1UI+Rg5KhmPPguFT83PQoTKKOq6AsTAWNaKzz7+gHdXN7x+846vv/6aq5s1FxePOD09oaotESnol680D7pCCjYl0rNoGpzr0abC7Teo0KMVVFZTG82+37J+vWN7c83li+fMT065ePqE+eJCHOOUQjN2E09rfRC4kvqS06r6rif6bjA2o+tTA0KJiozN8fzEOT8c2tgBEY8xDHJF9lgkKJciISGvAgEitE4Glzh3MfSS5h6FzQkjXW/rtsVUNZVpMfUcVTVEK86HqhrQNhVi2xQRKKIaaQ0ec9bvRBwPXv/eKOKBbC6Pqys9IIeDnAtSzxKjrHepiYlYUw2zk59fHqU8UsmoM5k0IEaSNyefzzVgcayny6xiuNFANAdRq+AE0RfZ78eu9TH3MypTZYrnX8rfZMOoGImJZCT9Qaifw0itqb0SBDLCZrtnc7vB9TCbLTHNnEePHvDk2Ucsz06pmjkham47h9vu8d1emn1qja0bdFSSKuOcpHQ5x/r6ihdffclXX/6BL776Ay9fvuT85AH//N/+Gx/96BMWp2cszk5p53M651Fodtsd292OthWKz6qqsFazXC745b//O6enK0II1FXN2dmZEAEoNfTxyc+q73tp+KkUVdvi+h6Mpp7PUdaguhqjIsohvWFwmJQPP5qoRQSAXAOSQZoUAUl1IFlL+BDonCP2Dh0ldU7HiAkKq6OU9R7TqUwdkUP9+L6tkO3WSS1e8doo8wV8mJLjTM8/6obpcXTOzz0wkMufJwDfnzSkU0v0kr4XvSc6abDKPbUK/5njEMCdXNkfEW05ZmD/Kcf5QUeyOe8bMXqUjlirqSuLrytcX4PzROXxTtH34JL9ol0cSulC4UyOXypRRivcX8Ec/RU4IIcoxfjzsRqO7zMyql4aCBKKF1YZU9gYSo2IdlZWcu77i9LF0/TCtuMEVdWqmhzzTlRigrKMzlFMUQ1VfA3nG7q7yk35MPJyGWPEi41j9CYL6+jjxAGZIpVqEvArrxGUcNnHLOynXn15rENHMaezjeltpnBQijMWIOLkb2q6Fwv85KjjRhhT2wJI7UcQBN/7SAyjI3VonDMgaWpQbAOtcHlyBdoootZYIoYCVS7QLzICPUTkpkpGKT/+rMWJiAkFzAkxuXAxpAaBMr1meDZ5jn1KRdDkmoTsqPnJ9A7PdHJD7x8SHTPk7pwxaogaYyqsjljlCRGah2fMFwtevrni8u0Nb69uOT874eLigpPVGW3bYoxjt9thbcV8ccJ2t0NpWJ0smc1mXL55zXyxRM1bcHv2uy3ddoP3nsViiXOBzeYd3W5Nf3vF1eULsDOe/egzHjx8jDYGHwY48o4D4nsn3d5dLw3wvMN7qfWIfZ+M4kTYEFM593cgaBMjtoj+5XobCbD1shaGeRdigEh2PoXxySTnUyXmtKqu0JXFmAZtW5RtwNbSgNHWqKpCKSOovE6sKfmalUoyJDkhqEn65B0Z+qcqnjt7vkhPCmqIgGitU3dxyStPcQIIsp5N6kOU2YrCYFgmIz9Re6sI2ueIqNAbZ6NOIkxjDV0YioXTnsanuZ82+BPHJqSUUCXkA8N+G/XAMcNVq0bmPY5gyYCAqMTEhDglSmm63Y7driP2PW6/xwXPzWbDJz/+MRcPHrM6fcB622ObGYvzc/rgub6+xXWO4ALWwLytWTY1vXP0uy1V3TCzc5RWrK/fcvniJS++/JKvfv9bXr36hrqu+Kd//F/49O/+gQ8+/gjbtIm22uJ7T61rHBFdVbRA0zTEGLBCf8iHz57Rdx2z2Uzmg0jd1AmgCcNzj1GiIkolCnQtAtxYg/M97WJBdC451BoffUoFzhHaHPMu5GY645jJoACdIuGKXCYiDkhk3/dE59DBkWmUbWILNEqi//qIUz4+37spwd+FgL/PeB6dkCzP4wA+FQefrEXBhwpHXuvCcSkProb1fcw5+WOGNkaixWRbxg1gzeSY/xEf5ztG6Tj8qc5CuRb/I8f5qx5RgEhrLXVd42uHF5YcgurRWkAZ7ZP9ZyR62Ptk1xzYoDlF2EeNVz+4+f/DOyAwTRUo178vQt6DTk8j59nmDylINYuSI15p6SRpjSESsFq63GojfOJS2Dgu4mPN/WBav5GVmeROenzIaQeafmJkJ+Ey/JruI6aLVEL1p5OAlTcpoQBMnxNhVuS4x2QQ5rlxKhk8EENSulERE92qoPe5LiBRDsfSIM2Wfo5mJMEfSpVQCO0ohoBmWnyfa2m0juLgWY01ic/fqBR6J2PBkpJUoCwh5/6GMTw4TGMqWhzARZKjEENi40qRg/T5kJAhkd9ikA5nKgS+LyMgUZRsYlMlBA2pIBwf0CGmTVKiZolGUU9RtInTMUREknIffJPkeJarWS6COGCBY8paNmqy8hlC/iqC1imVRZ5N1zuqOUQlvRQiGue9KOKhdTRShFLMMilpSOUFhUKj02MShdi7Pi0ZjbUVpydz2tkJF+c7Xrx8zbu3b9msbzk/X3N6esrJySlNM2M+n9P1e5p5i9KWanmC15rm7CExOR1Rt2i75NHjGX6/5/LytVB4qoiKO5T3hP2esN/yzS/XfPmLyOrsgh/9+CesTk7Zq0jvPdFY9r4XJK/rhInIdSndqsOnmgTJeyrvH6mjGXdjXvUTeTBmVUg4K6DofcSkaAhRaBoDCEVtYqkKIaCVwdStIOw+DCCJNdLpVrrdpkJaY8FUKNsS60YcDiNdcWPy1AOStnVoQMkuLtffdMjlKwY7Jn/ldVVGIGDSeFMXSxaV017H3+PEIREDP+aeJzFLD9ljss0F9CizxSaoZoxEnYGYnHKWzg2oRFuanU+SHFDBo7FkuuM8Pzp6IbzQKWIVhKFKo/C+G9Z+VCn9KlNw50J4DDFESXNMdUN1bQUMCB0qOvr9ntvbW9bX12zWt3Rdh53NOX/8hA+efcLi9JzF6gRtG2IEs9tyu9/w6s1rnPNoNIv5knbRYrWmd46b62tsrbk4P8UqxfrNG7747W/44re/4te/+jW7ruOjTz7h//i//x8+/OgjZssldrFEGen5k+dSaWQPhEitFXukZkQrRbff442hcx1/89O/AaXwAaq6AqSfjrEWV+jBvu9ZLBZcX19jtaEyFqe0dEZH0cUdqm7odh5TNUIzXlXoIDUHIQjz3IB1qdy3KEU9EiucR2jeXQL6uhDZxciuV4ReoYMwCFYGoo44JXVW2QHJ+1gcdJF2osdkHw5N6VUJ+mUtOGYh5M/H7O2mdRWHd4wOwhT4KpwQFTBGp2uS97sQJT08Oe4qnV4hTeMGTZIzKSIcMmIdDqXMnb8N14InqpDmJuBCjwte+t/4QBWiUJwzOuQx6f+Jq1gY/veDNen3mNMZM3vlgf4bPjh+3YkQ3cFRzABA3ZmDI87T+J7pQSdzmBCR7+PcTeXuCI5Mz5Vsq8ktTs+vcgPbfGWlQ5p0d121xD7iak/X91Dt0dEO4IFRYlZ5FfEGbNBiAw5Mjmn+o+gpFxU+3rdG/nLjr8ABuT/NZtSOeb/HySvl4xc0QwxiKXpVmORkGFNhrBqalOlygZdnK5QVjCGsEoEXxEAEZEZoYgyTOotyjJtz3EyqFFwqGS7pHn02ipPxqVAcjQAwRjfuNNWLRZ1JjBPmrHHGkwUSdXJCFNlkytc6dcimqEzpgBijUTiZc6uxNiNPspf0sLnTf2UI5tCIOQiHT8KH6bwx1WwEn+t38tWpwVHJp8ura3RsMuo6/e6HCIga7gsY/OMsPEfmtKzU5B6Nro4K4uLWxvk/SC07DCWPYxq6nwi1ePA+rcY0PSTlQ6U+NwLOj1wbqliLMctGNXU5c1Qu9yVRCnw0Q3QrpwHVzYzZbMHX33zDl19+yXq95vb2lqurK9q25eLiAacX0ALK9FT7huXpGY/OL0Bruv2ebrdnc3ON6/bMFmd8cvYQt99x+e03bDfXYsDHSG0jKnQordhdfsP/++XvsU3LgydPePbxZ9TzBQTPZreh7zspMFZx6Fye98Skj2SRUpdxgumSnBr3RZBr2H/OR3EEI7KDtCik7CwY3YgDYu0QlQVhK5t0eU7ACDo5IVboiMUaSEbLwMs/VWTHUN5j62a4+HSQWBhSk7fk9VC+pu6ozmJuDlKyDqhsY4xDg8UxkmruXNsxeYtOaEG+hiHylK5xqOGLiYhAoksEqTkSuzGkVLgoURYdkyOaFHQCu0IU9i0fFdoobFUPDpSuFMF5tFZUxkhjQidOx26z5urtJa9ev+Zmu2E2n/HhJ5/wyY8+4dHTD2hmK7yy7HvFdt+zubpiu9nQdTuU8sxmC85XJ8wWc/res9ls2G13xBh4cH7OvLLEXcfzP/yef//5z3j+/Cu2fsdHn37M3//DP/LhRz9itjoFbdDW0vX9EMWOB/oh9yfRWksd4tB7RbNYLLBVRVVVbDYb3l1dcXp6Sts2RCX02znKtdlsqOsaa60AHiHSh8DZajn0X2lnc1yM+J3Hi+eMc7KfdRYywxLI+iwmMhQBk7wO9L2XEgXlxLnXGhcVzmvwUCnRC6J3MgOmqDZZliklTytJCUPStZQSQFIne8AfNk1UetwekRTdUmDurt0DSTF5ZVQ/EXdAg6+SxzFGFVXq1xTRuYlIsaeGSG9hPB93Qo7rIlRinEwMiUPT1MgYZcrbjWN22XePvMeVUlBEbcq5KSPKd647O6TqyGvFOLTZ8tAH8vHuPZRWQnnA77qz6bnzh8Q6uZu+poZbv+ugpYPcuaLyb7lHjFbC7mdtTWUrrK0IwQrbZxA4W3qKRTCiW0KQvnFaTdeJSnbOH9Mg9M81/gockOmYhgDjxNJybjTyTZlHlRZAZrgSB0QUvbVaQsU6G49TRKHkxD5U4iVb1aTOYihwHg3IY7Usx6Iqd1CDEAeu8xAFnQ/kuo4xr/pwo0alJk7G5PgFKhDjmFqiEiqkGAVCRutVFsLF9Gcjezj2QS3JUKNgNEZXA/2s8OrH9FwCyt+z+dJxyjSJPMdy7dNCqiywhC64jE6pQWYKL/39qiDPZ065Gr+CpBkMaBkDd/Z4qQFj7NB/YtJtNEcnBlaT8p4PBdN4VWF4vgxpY+OzPLz4IwIjvcfoRA0bgiCfgyF39yP3jonQjsTo6HuEJjRH2IY0IGGbiVHTNC2fffY5Z2dnfP3111xeXnJzc0PTNLx7d8Xp1Q2n5w+pmprNdsftZsvq9JSmndHMFyzP55w9eIjr9tzerME7VDvn0eIE13fsbm9w+y379RWu20oKlQ+cLmq00XRXb/jvL75BKcPyZMX5w0dUTY01SK8C74cmWVJD8x7DvVC+ZRTz2OxPDeyExmfUXOU1YjCmxZoqNePMvSvkWgZ0Ohn32pjhC1MRjRGUPsm7oRdFgmzLNLAB2LjHIPk+o3QcpmmEaopUcncflzOkdY7KFg7IoUNy5BqzcXsMWCmvMX8v6XJHMhE7njulNA7WVQzJn5EoWO6qLQagBl0PIET0ERf2Yx3WZo1REDrPu/Ut++2W3WbDbrPBOcV8seInf//PPPrwKYvVksXJCb13dPs916/fcHO7Y9sFdvuepqpYzuecXTxgPpuBiqw3t7x88YJdt8fWFaeLBTOr2b59yR9+/wX/419+zu3tmqqpefbpZ3z2D3/Po6dPUNZiUrG3CyRq31R0AtNnCEMtn7WWrusIIQz1jk3TDF3B+75nt9txfn6ens2o12IUNiyQ+jsheJE0ke12Ozi2xmhoKlRsUESiVvQDWKdRQZjoYASY8noaa0AYu3WjaNsZTTWjc4rt3qFdwOlAp7z0Xir0fN5rGXBUSmEVKB0xiM7TWst3VcI0kOXF+BspqjLwQE/W7fi7mkTyp0JYfnbODTaHtWOmQ65VFb2tJh9Vqe6r1Ov32R/v2/8x0RWrhMRk1qTgcz+Q4hz3HuX9Y5oeFbmriI9f6x+TRnWYgjW1HfOK+vONuw7I+52lP+6Y6RjJedVaWOmCd/R9RdVX9L0hqJTdkJppRwzSGwwB23NkPsaxhUCSdy5Wxy/iLzh+cAfkjvFcvgYFQjkOMUTlHYNQZVyQNnXKrhLblTVjuoBKC7NUaiMix+T7oQMyhEAHxqvjBauHvUUON9gxrz2kot3sgAhSNT3+pAMzFOlaRZg0pvByPl/6eXCIlDRuy5MhBnQ2NqYVImP+rBxJ6dE8VYOBleiMcYPTN7JeeWJUGD0us8NnHFIY+RBxlXvJtS13nwkUdLMwkXHl9+GzwzGRDZqYiHzOlcyUjno0Rg7tK4nuaKoqOSZqRNPNobE2GdOIR8mmE/0IOSkTmZi5QR3KtPH4mqHbtkZhtRlSAqX5thqMuWHe89ymySrnXJRNLoBM16SUPMOgIEoH7bTRUEpjbIVCo1Pq4MNHTzg7f8Dr16958eIF2+2WzfYt79YbTq+uWayW3K5vWd6sWV9fs1itmJ2cU8/mLJdLtDYszi7Y3N4Q9oZ6NaOxmrnr8d0Ot7ul32/w3Y5+t8EQuL5es765BQJtU+G7HV/99legFbPZnGY2E9QzRR+UlvvIFMdDOCCto6z4IQv/Yu9ObIrCiSyLzpNjpk2qgzIWpZuUVmVSoXg2ipKzmvYXIGh0clxyUz6t9OBUTlbWwZorZcu9BkhxgHJflZ8v19l9iOMdx20SVspra3SAR3KLu7L3kL2mTHm97zNK5XnMzpyZyOg+QNrYg+MhHmJA4aVBdXZEtOCMRhvqakZwgYjH9T2+73Gup993uO0t3W6PC45oFMpq2tWCxx8/49GTjzk5u4AIm80t+87z7ovndH1H5xydcyhTUbdzPjh/QF1V1EbjnOfd1TV93xHxVEaxPDth3+15+cUfeP3Fl9xcXaGU4eMff87Fk8c8ePyYk4cP2eLRxhAD7F2g29yilKGua6GenjyLMaKdfz8szs/vyc95uVzSti27VKweGEG1vu8HWa8TyULveuqmkVqrThos5n1BSi1URHRliS4k1D0UyyYO+VAqFcvmDuAhxFRvGanrlgB0QbHrQflIT8CkyIc4IbnhYZw4HwpFrTU6yW6tFVYz/D6SHKRIShgRS6MoHJVx/6VFe7DJDvbf4JvIayXomaM9Ja14/l3pMRownC+DFgd78j5WqelIUYXs50UlOsg5lJci9FzLFULEFHojn+twHMqcu/rvyHwU93loA06O9x4b/tCWmsjkId18ej1HnZU/05jojvvepO7q+Mnn9Ggf5RTdnHXSkZk0AZ/T9FNddVLhGQw1WnLqYowEFQhobPzBzf+/cgfk0BsclLUgjhRhy9ysymipQagqTVUJWp3q6wSPP0DSDtNhcs+MSe+MEA66IpNtluEasvDIP08KNA8MghJlzMed0gAXUZODxZnrO8qCdGAa5YgSYpZUmVFZS6SidEBywVwW0HFw5LJhr4Zu3MkRUcVmSgaUvFeawhmTEaLR6FBBwsp5PqfPVQ3vOyxyFBrM8TMl+1ZGpwR5orAjU7EexVfhzITkgAznTlSE+bkE/HCveV6GOhcTB9o7bVQxb6BLh0hN71WYk0bHo9AhwzFgdKrLdXMYRh7OkVjGbELLvTKJjc2jqIf7mRiFMEbDFcV78lKL6ToCAUE1VZGgLznlCp8nUst+UsZgtaHvO+aLBU+rivMHD7i+vubFNy94e/WO58+f07YN8/lrzi8ecHJ6xmKxZHF+zcn5A9xuSzuf087naFPRzC3aVuL0mIrZYgU8wChF33XsNles375i2SxZPIx8+8231Islbd0S373B77d021s2N1cAzNqWylZi4LcNSiuapklpKHleNX3ojxrjIA7IfZHOOBS0GlAabS1KS2M8KSDXo5GeCtbl4RukQ3qSI7ZKDuawAMcvDh2QUYYdgijH0Le8bpxsiqNG/SEYMImIFMbBnegI41qNpEjkwD9x14nJsm9Kkz7KsJJA467MGCcg/3lIBVUiHzMNMkpD9GQWNu96qW8iYIJCW0PQlhi99KlwHf1uR9/tubm+wjupKfJ9T103LE9PaWczzh4+YHmyAmNwIdD1nlcvX7Je37Lb70QuaqGybedzTi4eUDctpmpQKPabLVfrLa7vhdihbdBK0+22fPXiG778w+959/qSRluefPQRn//0b1mcnmGrBmssnYvsnCdGJ7Us+Z+K+F1HwE3kV56/0sgFxFkpgIryPcYYdrsd6/Uaay1RiePRNA11XdN13fAMQwSjLX3XYytLt9+P67Kq6H2PjpGAx9gaFxwKJVTYWSYioFCMkkY8iPXU+2O36zCmwvWe/d7Re2Ebw0nCo1ERoyNeh0TDP+qLUqdFJfLcpK+gxVDTA7X5KNell4+8HpUwbMUQBh2d9eUg1NNyV+Q9C0RVgBdjnWO5X4cGqow2h3MOKitgxnA8la5Pk2spDwGIY/u/3EM5A0wl/RcZEgJgAAAgAElEQVS9J7hevvuR2AbvUEYi/RHS/j+yDRkJCg513yBf8nUM+7sAE4vI6gCiFo7tcVDv7pjYWcV1fld0qHxdHRpc/0nj8PpH++54nCZf4ygHS1vEYLTBaItDJVp3Twgu1f6GxHRV3KvWssZz9DhqzL11Qn+58YM7IIfj0DidjuwtqkFI6FTnYQeaXUNdWWqr0t/yoozD4vq+Syw7HGWr+xgFMZ8sKKUG3v1DZZqPc3iP71Oq941xc8U779RpTrRSyckYaVwz0iWOUckYq8d+E0qhNOKcFMI631+e+6lQkX9aiUrXCbkau5nLv3BgWE/nZnytRENlfvXEAZkg9kGiGNnZ8b5oIJkN/JBQ/JTzGDPC5vObsoU0OiSiNMe5G56nURjDEOUZC9BlesxBQfD02ZbpehRfhSdAtjPHudEHAFAWQioZN0ZrEUTWorB03n3/xX3PGJB5QBhd0vNOxnVASQRQSwqH1ZaAKGdlxEjRtqLRhkftjNXJKW/evOHNm0uurq65evuW9c0Nq+UJJyenLN+94/rtG05Pz1idnbJYnQodrbXEuE2EAZGurhPrjsZWFSdnjzg5PcenFJf25OEgAxYXD7i5fIXbd8Tg6fY73l1eEn2gaiqwlqZt6JqWuqrkPqxFW0uTcv5zCD+jhfchZsMzt1VyPnLKVI0yOV1NDc9WqQwWqMRgZZgUkxs7dTpy0bWSfZULwfO1fR/lPHEUtCb30ysN/ZKI4/Czo9wbQRmYIupZxkL2rbLiS+uWaXSmBBXKezh04o/vp9KBHwEWkP2pYzIkE8KulUmNTgPeaLTbAYaowIXIZrdju1mz3dzidsLW1NQVtrKcnpxLKtJ2x5OPf8RiuRIgQSneXW3o9k6YtALUdUWlLdXylNlyjm3qoXGlQtH1nv3mSkgIYqCpLIt2zm674/LVCy4vL9nvdszmM84fPORHn/2Yx0+esjw9RVUVt5st3gVurq8x2tBLi04SyC/PM8muMbp9N0KWDeD8t5xyVVXVRFdlFP7s7EwYeApnL3eZd84NRpH3AVNZVPTYuiL6pEO0wlQVKIXD4/oObSVaiRKK8ZDXRlLx2W+VXjoC3nRdj9GRYNO9pgi2CjF1Py9k60FNZumA7JF0FasETLJmIPFKvURSyVX+bMw1IlGcCZVl4wjMZbxg+EzOAcsPaHBOCkKQIyPbGvnYfdqvWpO+j3vOHNgYJYBwn7zKO1SqBmLaJkG6oTvpjTREIKM0tlOewun5bllzB1QuAY8i+2SwJe7s7fK1957svddyeMxjPx/+/v2P+OcbpcwLydnVKqBVZnM1FNMqwGpiAA0xELItVh4zxkSukZrUanXwjh9m/NU5INMxNdDKoZUWlitrRYhYg61MKooTwZKNxHGB5QWtvvdKmyzOvOA1k42h5MWJ4nxfOPR9DsiAppSXm7D8iXFQbs60MLMSqqykoZVGRUYItYqooQNmRnuy8S95g3eRDKmzIOY0hzGiIPda5nzLcVWBJJWTfSwCUo7SCBojI1PkNYRAUIN0J9PplhtKURTtlYJq6OSo0nVqdEq70loMvkPHLde5DKm/UJxr/F7eVvmMc5PK8W8jQ8ihwTcd0/WRc49z1EmnaJ+1FhUNCjesgT/VD8lKQppYgsKR2dW0jikNS6dGeCoVvimqJBhJ5y/TM9q25uLinJubNW8v33B5+Ybrd+949+YN83nLyckpq7Oz9HXO6cU5p2cXVG0LWuNcz353i3ceo5GeBVVN086YzVpmsxNWqwt2+x27/Y5mecLq4ROic/huj9tveXhzg9vtMBo26xtevX7FzdurIbe2ripsVaGbirquadtW5jWtMzGKCgBDZZILib5iKqJOzoSuMLZG60oiSMkYVyk9S/a4yLCY9nte29oURn1yQLKBrQhTB4TReZigeAeKOb8nyxaFREJyDVxeW8fW4sRZ0BHSZ8rIi1Ip5z2O81NegyTCFI5S6WAdXGP++ZhDUsocYsI5DhywXGBtCAiNdC64DfR7KRhnc81uc5uKwLf4vgM8y+WS+fkJvQ+07QyUop3N6b1nu91ibc16vcF5h+x3TdvOmS1PaZqGpm1RRqOtAaXo+o7dbs9md0PfO2zVYKxluVyggufNq5dcfvM17169woXIwyePefbjH3P68CGmrnG94+btFbvdK7SxvL26om4bVGXF4bFVepY6sTuJMRyiwia5Wxqlgy4s5q2c8xzNKJ99XhtZXuU+IKXTmmWGMO6BC56madjvApW1uG6PjhEfA9oYbF3h9x5tK0L0EFRyFA/XX5JjIRKUREGwGpwfalZKZD0TCUQlKVXFjYguzWtFJXpzpZKRHZIzD9FlvTVlNZSIlhxKD3M56s4pvX8CwzLDZJx2O7/LUDeV1uW+7Pv+iB5PTq2eHuE+MCLmOcjzVL6WHRAvKYd916O7nqHG0Y1+lDGZufPuyDh+CShMnIh7HJD3OR+HDsjhvcWD74evvdfEK+RoeYDv/NyfOA4tnvv08+H9Rx9RKqT6XCWU8kPNqh8IkfJXdkBQd92LbDtpLaQmx2Mvf9nxV+GAlKHIqXE6UFgAoJQ0tssGYe7tUVeaqtI0rZWfM3AIEAJGJYrb1D12WAFRlPh4gvHHMlSdF75Ogmu8xNKwTZSxajQwhruYsF5AjGEwqo2uBJuPQYqDFGRTOmaTR0maklWQqXinNnxITFSkAjyFNWro+A6KqhIDUZEaryVUPhsjKiFn8h65NzH+ScXZKVaghHLXF4X4EPCuNBZIlMiSs2j19BlPhBR3c5CHiEdKZNRKjPYS7ZTc2LFQ1RgjRkkY53aI1BSOi8/KWGeGCZ3QrlQ4b0YHROz9yMjtnpxLHyFmgy49CJNXxF0he9hxdJw3xUByUjh8hwtyXAeIItVQWUtlDLVJ6IjR0vU7Rixi2MraFW85+4HZGEwHPhC4Kn1OJ4czyLEBlBG00YI2Fh+FMEFVstNGI1jWmjBxefHzrKJqNRdNy3Kx4umTp6yvb3j18hWXb15z9faS+uWcxfKE0wcPePj4McuTV5ycnnF+ccZ8saQ+WbDve968ecN6e4uOisbWaGuYLeasVickAiNm8xnaVKkpIATXs7zo2axvMFbxYdvw5Ood6+sbVIi8evmSzc2aF8+/RatIW9fMZw1VZWTfaMV8PifUFXU7k3QrYyFFhHRKsZLohxbnw9ZDClbasUVEUf6TNWUYol4KrB4Wkjg9w3JIRafJ8pb1oJNsiKMTk99bGGBlPVMkotM5yzU6AA4hG/5pncqml9x3o8GMzr1WForjDow1kSHMmrNakuWWXopEA4n3WmR6pSdgiEpkAbkBZ4xBHL7htgxeJ5arGAjeieyKgb7b0RrFfrdjt92yuV2zvn7LZr0meI+JcH56xsl8jjlZYStD8I7Nfsd6sxPZpiztrGWz2wlyWNXsfaRqWmZNjTEVTdNS1TXG2pReKfe82+24SecCiYys5ku0VtxcXfP1t9/w4uvnvH3zmtVqxQeffMTDR09YnZ6wOjvj7dUV19fv2G53vHr5CqMNJ6sTbGUTQUGFz/U1SdVkEowBYNES4clFqlHpoYbDd92kya4xZuLAWmvJaTBVJYWqfd+DkoirEpYUIKYMA5EFVosT4EJEV3qIZNiqkmcfPH1UVNUMfMQog4vgYkQbQXg1SlKPok7Gt0GntMaA0IurGHG7PSrIMZSpMXhhPksLRBcUowNOl/SqSstTsBRZYz5tOHFWR/lY7qlQ1Jhoo1CJJAbABGHCG9avXAXpXRCzXhkdh9G0CcP1ldcsW0ZLR5soekfFIJ3MtcKb7HSmO0vOFZDWR0w2jlxL1iMhrReX1o/xGtcHfN/j+w7f7+mNplKiH2P0UkrlImZINWU47xC50rk2c9Q5SiUdLZeAQouhjNhkMc9PMTKiH2OQjIyYARf5l+81TkxoNUTSGGgxs9PDhEBH3XF81Ph/HNfK9JrGzTbaMiNgB4GSp3ziK+U6jeG1vKLSf0FqEmOq3RCnMNdy5HvxKdXKsdv39D30W0/oU01yupZc+5Gbo06cHSVgRUwON+Z/FqFPPOU7DogqF0VK99GZ3cpQVRWV0VS1praR2ioqA1ZNPfUsEBSkNvT3eH5xik5M0wGUKMxszE0+Joszo5lH7nL67pKFJxmEWnHYEqUQZNzZRONIm14XaIxRiXZYDS0fqiqFcZUe+KNjlFqSwXFRJetHSnFSCTkqoMfsRJTPKoTpfOmoE8IvVHClzz95H9PGiJN5DX7c5LnTfBYsoUQLGAyx+0LPkAWHPKsBhNUpV3yQPIUTVUokAiW3+nCe9M0zDfm/D+WZvIc4efne6FAWbgqpuTC5zw1oHfAqFqjf4G0Mxu7480TcpukYXxRbNhmXOAaaWCVMNLWtZM0Yg0p89p6E1CkpmlSmSkatwSowdUpxUorN9Rrf9SxXpzx4+IjNds3r1y/55sVLvnnxnJevv+WrL//A6dkZZ+fnLFdLzh884NEHH/DwyVMeP33Kbt+xvrpiu1nTNC29hl/8/nfEGHn05DFX5pJmvmA2W9A0LbYSh6CP4mSaVcuDk1MeRklp+vgnPQDXb99y/fIFV+/e8OKb52y2W27X1wTfU1cVTdtSNy2z5YrVyTntYkU7m6OVldoSJLvPJhYesvNqmumzHNaXvhMKj1PNhYk5nK4Gp2QAJbSgvVHdVZjF4544z3KOOKzvEMp1PjLrTUZaI6VsjFqnKOTkTcUCU+PSG1im5Op1NENxJREMmXY0Hyck5yOCUcSkYFVKFTJolPbYmOozvMN3O66urri+eofveyoU3nXsdzuWywUnTcPDx48katjOMbZit9+nKEWP844QNXa2ZDWbYWupxWnaRupytEaZmrppqet6QKH3+z3r2zWb2y373R5jRC8RcxF3Qwied+/e8OKbb/jm+XNWyzmPHz/gv/7zP3Dy4AFBGW5u1lxvtnzx9TfcrNfUTY02lqhgtlzQLOZonehuY46cHkZ303Of6CGVHFkxZspeLcPHYmS/3w8pzHkMUbP0s0an4v0xehuSoasg9bEIA+2nMTY5xxqhB5Y+NsZazGzB+uYKlDjy1jbCwqTAWk3fi0MptNYJGEmOCD7gug6jSHU/RqIMmYMuRYOGyOOwD3K6lPTAyJGM6ca5JwpDFIr8QDKCZW/nEZSwWOaPT1KlyDaCGNM66pTqJdeo9fvMsJCuYZTPgrQxAAdDhLOQAZnnpDR8M9g33lMqYg4K0zv23Q613xJtSquNCh0iaCsEKSqDBOm+jHShEmKPmGiQhYkp61E93Ht+JkLYwuBE6KlzkAHGAVApZM4QxRnBnImFlMCOELOTkSYsjmvguOkXh/8nujG/EuXZDiyhg02Smqxm7uJisn3w46miIhRu1jS7JBJcSvEPnqEnmA+EIE51HPrNSTnAft/h9h4SgZx3Ursz2EL5foepKew07xPZgppGCX+g8VfhgGTU+27a0qh484KvqgpjDZWFpoam0jS1pW1NSjuSguAynDtpEkeceNyT3MCDs0/D0Ykt8PhdTOyLwbMtX58cVw33rgAVIOOkpQIosOojhnWx8Ypuq0olsh2T0yqy05ZQ0BhTZFg+YM2Yf36ouA5nJG+AXCD3PgdkDNErQabV9PXp1E2dh2FjRkYO+6AGZySkwvFcHwAcOCSFMcT076MTcjju/m2C9BwoqsO1mkkLDudriMIUfy+jPCE7VEcMP58KyVRaXhqNrQ21MbLmbYW1I5IuFLNkL+LgPvI+m6aKTa9X5kGeW52o+9TQ2TumCJ33gSpREfuESAUUdV2JO2yluZupxIjqVaSqaypjCBjauqbfd1xfXUNl+Wi55NnHn3K7WfPb3/6WN28uefHVDVdvLlmcnkgNyeUlL55/zcWjh5ydP+DJ08cAXL17x/X1DavVihgCfrtn093w5vINVdNwdnbOcnXKfD5nMWtQxrDrOnkOgE857NZazp99xIMPn6Ji5Pb6Cqthu17z61/+O7XRfPO739NvHOt3L3jef5k6mDfMFwvmJycsT1asTs6YnZygvMfaGm0rehWEsSQRSDRNLciuMSO1zoGMAFAhUcgmZa1UegY6pvWghn9TDTtls5s848NzTDRVuRbisHaGYc2BI1N+QB3IqkI2FLn5KqY0zzIulAyx4L3UkpkUbfEdYb8fjYne0e07bjYb9usbbq9esd9t2G53hAjz5YIHDx5y+viCi4ePuV1v2O/3dM6x3e3Y7ntCjLi9o2qkmNvO5kPDWm0Muqnpe0fbtiyXS6y1VKlJZO8CXaKm7bqO21tpNLjb7VBoloslp6enZJao169f89VXX3F1/Y4QPc+efcj//n/9nzR1hVLguo6vnn/N6zdv2Wy2NE0znBelcD5wcf6QxXIJJIMv5MjmKCsnRugxo5osN1O0+Mhr+Tg5GhJjFF2bCtG7rmO1WAki732qAWnIkWnwSfeYoZakqiq6rhPkKwZMXWOalu1uQ2sNPkoRvHN7eW9O71Mio2xVC0OTzrpIFfcijGHeiDGvUiTZJCIVbe7K/zKdSusx7fBY3VP5uelriXgjhOleIBL8qDOMyTpPyAylHXJAGzH8dJKb0mhuCh+U5z9qDJO1c6l/D6LsR65/fE9p2EuEvus6Nre3hHpGNEJFHYKiChXKBIy1eB1SkofMo3Nu+DkqUvaARiWZmm2ZktWuTAk8BjqXc3psHU+eRTE9h3IthoT+h7vKbtpr7OD8TNPlyvpfwWnG95fERKOjc/eaQ4y4eBygLHV/9CGz5IiuCGF0TuJYtO+9p3dOag0TLT6JcRSV59Zz0P9wPKdCwKv3gLV/qfHDOyC5niKOlGEgvytlh0WolKJKNR5VbaltYNYa2qaibWuausLoFL8q8D8xmiMqKFRQkpIR71Gwky09OkcgfPGBxFd++OCUIiCpTtOYBQMjVf6rTh6+OAaycNIhhmK+4bBF6tZ9QZv0RkbGD9AmN2LK6JWgPuLSTFGzidJS5WmmQjhGQcD73uOcG3jMp9MwVYSizJSg80PuKpOv8RxjXw/IQiuFfpNBE6Mamg96X6RapWaQ2UFJ5Sfj72lTqxCHju5DrHKYv3KOJ+pguLeJs3oguJw7noMfo3SVjcVr0+hIZrEYhfTw2RAGZWkSBbJWUFlDbS1VlRje0vVrlVGwqUI9ZGQbKoAGpTB9FkpJbUn0kRAdOU/WVhLZqFL6RkiOTv67shWu64XqVFt0VLgQ0G3Dzke8gmZ5IpS7SnHx9EOic1xdveHq7Tuq+ZJ/On/A1TtxOF6/fMXV5VvevLrkef0lq5MTlosVp+dnrB6cc/roAQ8fPuTB4wv6fUe/7/DOYRpLi6SAvX1zyWa7SZSghna+oGnnaGMwdY2tK1zw7H3E9T37/Y5ZXaNnS3a7HfXqnE//9r/Q7ff85O/+V/a7Ld45dpsN65trLl+/4vLNJdvXW96+fkmXkNu6aWjbGbP5jGZ1Sj2fCy1w04Cr5PxVhapborGJy32qvCKxcN7TfBtZF0PKBflxT4GDHGUdnmv5aqa1oaibUgpixNpEBS7evzg+ZOR4ikgSc+x3XIP5UBPZkJxildIqlJd1I6QVDqLHu15SP1yH6zr6bodKHe332w373Z6QGKMqJXTYT0/m2AcnVHUjKG1Vp27dipeXr3H5PHXDrJlha0mLU5WVeg2l8VHypuumoapqdFrLwTuil3lcr7fsdjuu1zdD0XVOYZrNZiwWC9pGutzf3Fzz5s0blJK6vM8//5TlyYr5cgnA23dvePfVV9xuNri+x1Y17WzO8uQca21il+oHYoSY9IWQnEjUK8vYvu/vGNd5j5ejfO1Qd8UYU51WO9xT30tEMP+eP1OyrQnLmUF5lZrXpXTZZNDn5y8McRIZ1ATaxUyY+jRUbYsmpOiSka8Q2O13oFMamDHklNbgPV4rDDGlGUNlBHnWOqJjSDWOqthKcYgG5H1kFClFmCHNtpyrUS+AmkREsh46poyzlpev3qUoo5aUw6AF+DQRTIzkblVaIRG+vJXVJHdjcNQzSDf8VakByUapweE4fLbH/jZdHiqBSl6cxc0WpWu8B+8ifVdjKoetqiHNuyRnGR0QSRHVRhrfeRXwOkXDiGIQF6mgIRnZMYRpU91Mn5tAL0UJyJbrO4Fth72JQpYzhYGf0rLzM5SUMNFpkTjWDjGaAhmlc8KRPKZ2heK4MVPfyhqMfqT+zccHkY2+oN5XpJS11JfD9z5do09AX0gREKnz+P/Ye7cmR5YjTezzuGQCqKo+3efC4WU4szI9yGQza2tarR70JP1pmclMv0S2tpJxSA7Jc+l7FYDMiHA9uHtcEkB1kzNiz8PEOdVVABKZkZERHu6fu3/eGyACxjJyTiDTwcghxAAfZPyYAU4AoUWpVKbVUiQ888p8+RLtixsgktHf3EdVeDLA7BTZFUQ/eI8QCSEQ5olw2E847GbMuwnRESCOQ/ViiVIqVnq7Xi9fnmtbS5ycgyVvM9SrYp9B3L+XaCRkfev1WvKwuKFD8E3AEFXjxAZg3OzHTb26NfV8UptEBJnQ7W4scTZkVDq19VbUG+sUUfF0ZEW8GOvKWNdV+djzhULeGyB9AjcIlTa4DyuT/hvVrjGOyUYmi7txkrMq6pXrOrfikAxFI6qQpoZUdD8ELWCp3PINSdTXG5dkE9YjxWn/d6NQ7o0O+e1924yJmvHRoyoWqmYGGOlmYIa0I6eGhuQiBCexucLyJpG9cIS1SF5IyqzUkoTCpSUs2kYBB89OngezsrXIJkYK15UMIAQ4Yqw5C1UpF8zTJOFXJJtt8B4ZiiKGiDVnkHcoGra1cgGxR3AB0yTJ3TEEJHIaR+3g5z2+vnvAN7/4NThnvH79Ix7ev8N3v3zCf3864d3r1/jx+x/w448/4t0Pb/Dmjz/i+92Mu4d7PLx6iYcXD4J8f/sd/uYXP8f93T0AxrKuWHNGLox1PeN0PiLGGY+PH7Gb9pimGfu7A8IkzF1xiiAmzHHW50GY5gOCc/h6dwcuBaf1jDUDCQvCixlf3d3j7ttv8PW793h5d4fDfsaH9x+Qc8Ljx0f89PonfHj/Fo+PH1C4aBXpgpcvX+oaiThoHZR53mGaJ3jnm4LrPOC9Jq8DIUTEGMTzR/KMmUzpo4qQAoS8ls4g3bRyOZclh0jqX9ToaifrklQZQFoqQm7eUtYY5UhAKRIKAEINISilgJPElpdUpH4ECTNdSQnpdITjjOV8RloXlLSCHGEKAfMs8+Xh1dc47PewkKcXdw94fPqI87pIkn+YUFwQIoAwgYLHi1cB07yrmmaB1NzIRfLunNZkCTo8mRnnUoDjETUEYk14enzE+XwGl4JUEsIUcTgcqsJ+PB6xriueHh/x7t07LMsZDw8P+vMCKSd8fHzE79ToyCWDyOPF19+K0VLlf1PqQtxVecxoHuycC6LW1kgp1YJ1PXBRjQRcMqSZ/Om/Z62X2THGAXDZ7XbY7XbwQfawHB1cFgpd50LbF7s9wM7vvUdReeMoYslHTPMMXld4H0Elw2toVi5AKmKQSC6i1OZIuckq0jlXckEgBk0BJVlRQWF2AqTWgQFQHiPzVNA8R9vXXS//dN+t0QC9cUdtnwI26DiN4CFMp8ks4Un93kAsXhsomyNxNe6Z2r5PGOtL1T1N5a8ZZmYUOGohlAOs2j3nq14F1S3O5wWJnpCzxz4z0lrgwiq6ikaeWJ5oBbVIjSaC5p+6Ko+cs1poELnS56Jx84ywUi573YvMeLfxqH3X89Y5q8BGr6BLOJIkakOVdQEsU50PjFbg1MgzeDNupncYmJJzEQMkm16h+TRFvHESqdEVTu3PA+g+PxoS1szI4SJGNneGjhkNJRfkkpvepQaR9wzvGVZSwTllx4wS+FfpnFWfEr3VoTinlDVftv0bMEAk6XWs8SCNiyHpUnchRsn32M0B93uP+8OMKURE7wV1HbwPhnC3ZKjPNT62jRSFdlYMrEMR+ljFnp1o9DKYseDqIvXmolTww12EYZA4R6jfJPpe9ag2o7c3pD/X2ZW2Vu9FLgeax6PUxSsbd0qsSL30b7zHbiw2m5Ap59yhAF0HuuPG6sdqRzQDpBoibWECBrAyBum2EU71uFLEDCPuhFkfDtLmoPRHx3fDDnPpFh03+iHc6QrSYN/PmiidO4OqRw/lniT22pPDHALmGKS4pm1DTAhe6ruk+oxvCBfVJbsaX/VHHisB5JGy5HAQBanLMc8oECEWBA4XYeZDM8adVxRMGKUsQZfiLKtRkR03KdWsVAIDKREARcLPfvV3+OZvVkHj0gqsC17/+BPevv4Jb1+/xusff8Trn37E+fEJp/cf8DZG7PY7vP36e/zw+98jxgmvvn6Fr3/2LeI0C9oZo96rl3jsdMZpOeF8/ADyDtM04e7FC0zzDHCoiGIigJ1H8R4Ewm5/j2ne4Xw6Yj2fpYbB2eHFqwguGa/fP8q9xAkPrybs7+6writ2yo5ERHj37h1smJdlwfnjB7z78UdwFhS+lIK7+zvM04zj6Sz1FbyQbczzXOtLZGbAtcKfIQT44DUOX/jQbP54rQfUEGyVjdQ8GqU0tHJYKyzGCOkEySmBWULJjFyBmeHyCk5ZEq9JvE8pJeSUhGWqZEzTVBXBaZpwPp9BwWE6HLC7O2C32yPGiN3hAO8DAMJ5WQSoIcLxeEQ8OOQYMR1eIJIoJRQmQczJgSmIwuczQK4TBVxDFEnpYaX4a0HKCadlEY/Cumoi+4o1JYQQsJ9nTNOMeT9jTQnrukpo17KAmTX/Cfj5z38G55waJQt++9vf4Hg8CkI5zXi4eyE0teRBQe7P9pMKz/eIO5HWFxKDuEfjLXdoMCJ7RNptWANLuahPZa1ns2qySwESJyFXT8cnzFEY7eJEmNhDdosMEAuwo3LZKzNfleW5gNiQfId5t8f7pyc5d5IQrfOStPaHhdoqHtbvC97XeHgCBIBhAOQ0/yUqkJ0AACAASURBVEN+y+5v99AAviYCO18FC80puDM8+s97VkgCGC1EbSBMoQ5pBEAWAmYoeCmSRwBJJlfiRRQSAEmZnTV31ZBy6H7UtrYKljEroYq8U4ECsaywwdI2RkjrKilgaV7xkjLW8wrnzkhLAYKHD1EKuQZXQTUb0wY6jlTe4w+wpYXu+2RG01DYsjDYl1qzRFofxsQIvu2jpqcYOIo0lk7o9YpS8mAsgMfzoLTvMSTJmxVc4Y2+0usAvS6TS+7AU8CVxiR3oXP1hkvOYDW4UZqH5dp9SB4oARPDR1L5LyBBUN2gEODUi5Rz1rw9h6SETl+6/RswQMQDIkXlNhZ6nZCSTB2jeEDmncduNysNoaBVlsIIiICpChV6hTCjP/01xdA2ZvueCXAReL5azVtkOajwsGuZcssA4DuFUpsUCOS6wdh9j0Vx2r/b75tLUY7P3b7V39MtC7cd0+cuMHM1QGQ9FeRUqgeEO6Fl99+f88Kjov0j5wFu3o2hJ5a7UZUdiLVeGlWAGvudAaJf7JUl638x2s1+c5a+cz2nSH9yRlbQjL/myOgFZhsf+90LHvkZDZD2twhTVMCoIVeGkFlYWV+Iqj7rbrgmDb3yJPcv+43mYNhGoGhf7gdmfExjq4uk9hjOeQQ/gTkjBMY0zYhhwuPxVOd2hs5HLU7IIMB7Sfj2gpjFeYdlWQFeIIw6E2LwlepZaKF1vQKSaArAxRmBAmjHCJ7wy5ev8Dfrr7GeTvjw9i1++v57vH/zGh9e/4S3b9/i8fER3//pj/jhT3+C9x67wx73Xz3g7u4eL776CnGaEKZZX79ECcCyJuRUwCtjOX3Ecn7ENO1AkL6HaUII8ju6Cd47cDoBXAQQ2UXkIp6TdV3hMsPHHUpKGjJ0FES/ZJzX9wpaiGzY7feIIYABBBdF2dY5k1ISY69knI5SqG5dE9ZlwYc3H5FzQgxRDEEvYTilFOz3e3jvkVPCeVmx6hzyapxYoVJmxjRJ/QZA0EsGY1kWxBCRCyQ3IgRB/lmUS1MIvRND6Hw+4XxeMM+zXvcMLknv0UItHTwRDvcHzEqbLPVWPObdTtTXksQId8LUFA8PCPsDciGQ9yj0iDMz4iTUxl4T3JwaHzlnZEgOUjGTnAHOoox5IiiljJJaMNK51LFeUsKatQ/MQE5IGoI07ybsDgdMMcr1NW/He4+khojlPJyOT/hRc0KkJpHIyP1+j3neI8QZ5DwyizlXNA+vV8qa7DTJT2jEFwaYyN7mPQEdqtobIttw0V4mDUCNnZm51gKBruuKnEJCst6+eYuUHvHN1y/x6tXXCMEhWygIoe6J67rWeQ6g1RgJAcQM7wKW0xnBC3MYk685febtYefU68c1DLnujxKvCpCEorITwgLHRaIQVICvvYK5FXlX8vW247QNM3LOiTIIHsZ3O+7b88hBBVTE1+VAquACIAbrMzUvJ6u3HDoLGtW0xapb3y7BRLvuZZTBVg+otBYypo4aMQ+LPrUuK3LKkszik6zpQI3BC6geKbueFHf0gydEwA/JyXFWbKXqEQpkdQa0ESGEEPR1uvGkWIzNjdJv+Ul5WTUhXaIocrFEb5Zk3mp0aCi37sk1B8POqR6HnJX2tnQhUUZ7q4aJEIzy5ZpkMfgGI6drxUGVHG6eGzOMNvpqBVuZFTCSooTBAzEIQ6l3pERM4pVOyaIwSPUq+V6gL67+f3kDJHigYhJ1PYnJb6xM3ktdixgDdruAwzxhDlL1Fqz7i1nlUEWULaZe0AEuWX4yb9CBTmjrCYwur65J/buUFh6FTtEmCPONbSZbD4gx29imXJPQOyFQF6b+ZnONdG0UJGZF65e6e6qLyRS7i81oVKbttyBHVJUNYYUTpCWzxBpKcp8aH11/vDOFv92QeCmM5QHo3dfMDVXl4bfcD8PV77MhYmyL09Ahu76hGKWNXe1H81YZZSTZgya5P7V6AAjVovXfu5GlSNgnzRsDGINIyZ1UtbFkM5xaeIT1m9EUB3B/f3YeozI0j5mwmoUAOChTRgbADkW9apyLGCYVwxblRep1uFrgSzYfB2ISSkVYeIL8TrkgzB7zPOPx8RHkIkCSP7EuGbu7PbyPYCW6zrkgzjMSNATBOcRpRmEJnQA57BS5l8rtrtWagawHtnEtWTfdpBznGU85YTdNmKYdYhSvwrc//zlKWpFOZ7x/9xY//fQj/viHf9ZK1B+xfPyAp4/v4Qi4uzvAOY9pnvDixVf4+a/+FvevXuFwd4fd/T0KAU+nI5b1jMfHD6DiME0zpt0O0/4Af45wyrg3UYCPGlbgI2KUwohTYaznFWF/AFLC/cOD1KHIK9K6IK0npGVFTknQNxRwXnA6noAiyv35vCD6iGS8/0RYlhNCcNgfDrh/uAff3yMXRpwniYEPTippZ/GaMAOPjx9xPp9RklSYds4LOg2RowUAeSfKBTReO61Y4DFNAesq8zU68aoxZ4RIyDkh5YI5zpgiYXYzyizJ2zF4ZYiacDqexFswz3V+x6A0rOQksRiEzBlxmlBOKygneD+jOIfz+YxzZpAPCCFqzVBCKgxyQSpfq1LKTjyIVhgQ3TozRBRcQGzhGVIwMK1iKK1pBcPqypgRGHGgA5wXj9I8z4jTVIu1pbQKte/TkxgbKWNZxehwzmM3z7i734EhuVIhRJATPLLKAUWoRR7oSuqQ5GqAEGSPqxob6t9ENQgHRQE8Q8AJEsoBfc91VbuBkZTF5FUpRXJOwDgtJxCA9XzG6XRCjBGvf/gev/+n/4b/9B//Ad989XX1vsBpReV1BREQvdMcFl0nXGTv0D3UOQLFgLR6FMpg7zHt9ljOTyhF8+HWE/zkNY49w5NSjRIhFSn6KnXAAignUexVhhl9OGc3Aj0mZCH7eXtt+4mNHZpsArXwIkBDnNo+RDBwirB1OQxbNWm+hj27nk1OJoSE9pA91/Ysc/VmcO1fgREGQCteWxi49dchI+k96X3Z8yfZvwdgUwFUkNNaRgSod1DCJVdkrMAy3KKcqqFz+p4aI5qFL39LbTJne1VdrmKAcKUlpmp8RCsQGyfUPY373Q3gnKqXwJR2M0BKkhyubGGgRdYJmKVQaQceSk6FGBcll6rog1FzXS28qzdA7L6rqsVdH7tzmCVhesmgnxDQ6sqxzro2x5o12hm3OmUkT01eOJIIiBikBIMnvQ92cB6QKCwFLcDwJSDzF1f/v7wB4roEyn5imqLunRofQTbI3TRhDkGJMTRkRc9l1nDWTd5atYqzMAVU1FsV8WrF18Q0Ur7kpuA35dgadXNidC/WyBk7snedE1U0st50O2X1sli/+3YL8ajKeTeO6O7/8ntdQpuiOc1caYYYtK+kKFNfeXW8/4aa1WKE3AyZnBvC0JTzUo+7fo8EZDVMqmHTNuZtYxUuhPF+7djqkeoNEFh4nBxfANm8yO6vUdWNSb1mVJjkEG/WRX/Qe/XUiGG7J2qGlPQE7ZnJuU158MGJAeIJzikiKFa3GMcFSq2qMawEkBZsIKXG5f467GEsSdIzrxusxxSlyvuazkg5wbsZa0alIRWmDQlJKgzEKSLGWTKgnEdUBZPBCHGCeTraxt7isWUzVQY83RQYkhswFMbKGesJSEnZq5ygifNuj1+8eIFf/N3f43/4x39ASivevHmNH/759/jhN7/Bm9c/4f37t8gpIQSPD+9e409//D18mHD38AIvv/ka3/zsW9y/eIGvvnoB/3CPvArT0fn0iPPxEZllMw1hwmH/UJVVUqTOa7LwtL+TlVMyiDOoSBFEeKeKbBbklROiI3gCcjpABrvg9PSEaZrw9PhUN+Q3bx7BnOA5wGluztcvX+KHH38UT0AMSGlFyYxFwxPK6QhKGWU9S75AWgGWSuDnkyD7UHajnFZRnAFEznCJERggOERmTEEoHrGeQcQo+YyYVkSfxDs0e5yPT0AqiPMOk2c8HCak5YywilK8rCs4SX6GZndhzYyPxwW7/V7CBuad1FVxDs5FUbq8R3YEhAiAkEQCCyhSBFUv60j8YApIyhmn06kpiibjdE3u5lm+T6jHUymSozTPalSJAuSJsJ5XfPz4Ee/evsH5fFIvR/MYAECc9ojzrhosRIIGG1WpVfr2ndJvMlv2IAkFEsCjGRxUCwVda+ZZH+wvoMIDTb8RmcENaOvGzUAz7z1SWbGuCw6HAxyA3Tzj6fERyBl/94u/xc9efQdi8U44F8BZcwBcAFgMuynIHlZzK5wDHGnSfUBKLAUFOYjcLEK/S86hFI9Cms+mlKRGd2tlESxN23mCY9L6G+IBs43MY/QOmUfd9ntREHXPbMgQaPgPMECsjpe9V2U3tY+HPd9e2D5rXWOAOoByg4hbHqjpE0zjHCc1SEiTvmuPWeazI4IrsoZdp5OI3iEzovGAUj2v1+dUSEAko1KmYoos1/18HAy7jdHbNKgcbP5JMb6CD60/nQECQI0PMdy9/t10Jh7Pm8vocSgFKWfJPVtTS+QupQLSUA/IkKPGqIBXsRpL2ormXwz5tzp3ej/TVscaXnPTH64dS+Ng1Xl6zVvZvgTZY1JBWhk5RHBQM1QNWWiJAbIwuPo4ClzxWPN0/dx/xfbFDZC+beMIvaJwvjNAvMa+l5xROiXbYlVlsmXdbKT1k8c7Q5el9QXuvNcCQ/q6dIt/27bhR2aEXKNCvHSBtla6ybeNv+3bn/P6mqHyue3W5iRItR8+u3WGVhEdIt+LFh3i3gjR+9wMceu65tpwCzd7bhyfa/33tiHQvWBwYGRW2tm2BdX+XPDa1Qv8ef1pRhhf0Af3G4YouFr3xngdWVC+nAsKJaDIxp14lbAOB5hXoXXuuQ52uycBDEJKEqoY4qRGxYzzmjDNOwVqnLDTaDG+dU2Y7h6EYna3Q86MSV3odr89g844GEVDMDJQNFkuS22HkleAC87nE0pZAQgSL9WTGa5WsxfkeLef8O133+Fvf/kLhP/8n/H08SPevX+LP/7xD/jtb/8JP/zwPV6//gkHH/D+zWv88Xe/kYTnacLh/h7ee/zjf/qf8O133+HFVw/IpWBZM07nM44f3+H1u4/wkyjvYYrY7w+YdrPka+BUw3FC8Jh2M/y0xwQGcUZOC9bTE7CewemMdT2CcwKdz6AlYUcMXwrupwLysg3d/+xOQrQ0/GI5nrDPH8DuCXPcwUVG9gXBB7hYgFxwTCuyy4h3E6b9HiVl5HUFgfF+fQI5j1d//3dAyTj+9CPW80kS29eEtB7hD3I/8/4B6XjE6fV7UJFn4YKqL5nhXQGtDuvpEWtakY9H8OEOzgecl3Oto8FEcIcXoCBes+Qipv0e33wV4acJa1mRiYVSEiQFHNWzmNlCQjXUgsyrWuBA4DUJKqkhVCWL16OwHBuV0QpArWpfSsG82wlTWc7iLSoFu92uFt2LMYJzxsf373F8fMLx6QmPHx/hgxAn9ExPZoTOu3v4aPVBLKex1NCkPmS3yQANdUVfgbxXOviTskWUjdt5Hddk5jZUtt+zYpzw4ekRe2bMh70YDXnCr//D3+NuCph3e/F6MAslMDKQs1Ba69K2/I9tVew1rRUIsueRmZFUrIo/1sO7Cd5NyJQwbhD9uLCQWLCHUyZJB0iMexn3UZOr1RApRY2dsdr5tbGy7xuZyl/aGNd1AwADVWxGY7AUO+mKAVK/H2G5raY7cZEEYy8VWqoh4dQCkl9mVHF3XjVWFYW1+W10sAISjdvfVufoX49hRqL099+u90FA7z2ysC1LOA+TMgZ6mR3D9pEa+QEXqwaunox1FWAOvZGifS4jm2mdF9XYHJ/PlkYYAKoH8MpYAJfgcc/mdbkHjuPy3HmGz8T9Ueu9BQ9hxWQCPCsVdNMl9GI6BhFz2d0891+rfXEDJHSClwg6mK4mHpoBIgmEGcjCqUy1Nrd+u58MPcUqGurRNoF2/b7oTV3EAs1r7YzbhkS/mQClO8/t7/Wx/tvWxxx+yojoHQdbR8Lz3yRA477lWEOC+OqXB8WxK8S3va9UumR/aAgcKdKPPjzLFnHFg4b77xc/I0vvCE2IPjMe9VwCrPSfbp5Hd796H4I6ACV386MzhtS1IsKSCgS2Gefg57YB4WAMz7tP8JPwQ10Diioa/XAdJi1olZiwJkKJl3k2n98xquNILB4MH2d88+13+Od//mf4KIqFQmsAiafDB4/DYYfjacG6SMXkQONa6hWRvsn+U4AiRgcxo+RV2UAyWI0RHyTpFUWqL6V11Y1b/CjkCLkIUp3WFZEcDocD7r/+Dv/xV7/G//q//e9YlgU//fg9fvdf/yv+9Ic/4t3btzg+PeH4+ITTR/FA/F//5/+BGCMe7h/wy1/9Cr/85a/w9bff4qtXD8g0IRdgzStOpyf89OGtJql6+DCL8TFN8Jo7stsJW1KcJ9A8I053cJQl3KEkcFpAawatK3hdkE5H0OkJXFYsx6OEaS1vwSkB6wrHDHofcB8clsfXeMoJIGAh4+SXueO9RyIJS+3ZjV46gIlw+s3/Lc+uJLicUc4MZgllSY9PWD++wVNxgqSWAioZzgGrO6BQBPyMeXeP/f4Bh5c/A2dGIo9pf4fEBQdHiLsdEJwY887DhUndywHnRYxJEKHQhMLiYc3MKMcVRELByhpClRXVPC/LID+NPcbWi/ce826WNeSEWtZqFZgxsixLZXmy/Jl1XfH+/fsWusZclUJvSfMxgrwkeuacEaMQM4QQ4H1AcRGFJZ49rRK3HpTOuuYzDKiprAtnXktNIm6ou62P57Ve229ufda8P6OSZ59fKJGFMU0T3j9+xF0WUoB5v0cBI5WEBZJ79P71W+x2O0xhFnaztIjcVSDQftf5mJLUB0lrNY4svMX7AKKidU6A4Cd9L8s8YfHjWBVxD6g3WENUFULPrOPrCHQlP8b0gMLQsDV3MR6Vw11/GOY16up+1P3jM+Usm7i81A0qo1z3DEbDqD1bIYAp3TOX8REPVIF3kgNAriA5oSamIl6/vi6Jxu92HfT1WkwtZHFUzDHUzwDEazDMnVsKOTMqK9hmr5P+dHocEQq1fcMKZxIu5zpZzgRaVEXOGTnl2tfeyG5zoD2Peq7692iA2LPowbTPaRf73HPLmLfPuJuzN78ncz0zhAEzMZaUAQ9ELe9cCiEE23vHvngv7JRfun3xHgQfqwXsiOG80Ow6bxR0YtUFTwiasGUsLuOgUmMIQKM9JaKKtoxIeFvcvQGyFQajcdIr4LcnmAmZvnDMtl2byL0BYucBLlkT7DOrPmrfHX66/pXCQntqDBPd9aoHRuCWep3RatZDlJvd7t0WPUM2atl0LNBCr80iKJyjCwEk99EW/KXhtVk12zY8z8HHiP75yGHN6BnDpcbwKR/6/qBadmIriHfHOWHiIrJnzRdJ6FulQIT5aGD1x9u869lqJM7fI0RJ6oWyDxFJEjiRxOjnUrBkICGAJqrn7M9NaHOOrlyzHh8mTYr2IBdwODzgzZu3lT1j2u/BkCrY65qxmyVe/nxWtieiyoJloQYO4wZs9ygKUGOrQ5bQyZKFTSmnFbmIks2cJCkaRZU1luq8umGUwjidTjruhKUA6+MT3j0+YlkXEElhtf1uwn/3D/+Af/wv/wtQGMePj3j35g1+/7vf43e//R3u1yeclzOW5Yz/9//5b/jtP/0GwXuknPHzX/0HzPs7/PKXv8Th/oC7r+7hgtd8CuDx8QPWpwJ2whz2MUTs7+8Rg1BYkiNNbA+anLmD2we4g4RkeUdwJYHWBXNaAVpQ1icgraA1gdcFvC5YTydgXRCzKHDBe8zOYVkWpHVFJmDS8Lc1Z6xAJ9scip+FUhOSGwcAkxd0H2GG9xN8mOAg5yx5gd/NuLv/GtkFZPIoFHF2kjMghjTh7B3IebAjHFnYsMgRqBQ4tdWZsnhDQVjXJEZGLq3aOTlwOQtBABi5rBWJzSVrSGIAeYe4k3Ank1NpXVHAiD5Wo6NXPI7HIx4fH/H27VuUUmooldXfuL+/FxYaZnjnMU8T5jgJIxszLK7p4eGhrhtrFu5SCjemQ6/PFcJ6ZLTIRRV9Zs2tQ1MSfI/cq2J1C6H/nNfXZNG14+reQwW//80/AUT49a9/rYxrBfN+L/YjCCfNU5LQH8bp/ISnpyPuH+4vzt+PUQgBiYsoHSzepxgjGEe4NUmNoykIil+SGMXOo2Tde0miH4LufSEEUPFAltDCdp8ELpcGiO2tV/e2ATxs70v+VH+cvFcKD4X4tmO6DatyvhUFHslommJrnpbmHZO8IgtXNhnKzMgpI6021ln7nnXvIPiQmhfMifFge4qtWRkHh1KoKeVuDAnrWZdknXPVG24BqdvvgRuZwHAMoIn53X5MAjzWl72RQx0P1sY52BtLEvq3CXPPpZoWTJ03ZNN4c1+3jtked6217xLypor1NV3o2vVKNza9qmbPLmfGuiSsgeAWDQ3jAMrCElYUvPNen7HOhcJjBNGXal/cAJFJoYvfsxofEn4VoySbOc3qJ1MgN8g5sEXqWwylvTciD2Ooy/gjnwPoFr25OMee95NlK9C2wu8vac9NzsK5JsTZRnZzUldvgxk23qyHgRGEYffaxrKeiyDI/+izkB+Wp2L+AAGsJFSISy9UxSMC9LG5dnIoa0Xfc1cFGNhiXm+NT2eMMAYj5Ba60TcTTM3lrwaLFnBUydjOaZSe3JSEeq7NZtT62bxA4xg2hMYMZomDbd6/sf+km1JGhhZlZEGvwJdrY+yMPecrCo16NjKE4o+J8O7je6xrgXcBrAZm5oK424MsIduFuoaBy/Pafduc6g0feVSaH4EiNK/q+RC2EonVTasg00I7nDGacqx5AZpAyVIckYiQ0ioJ0Zo8+HQ848PTEzxJnYH9vMfdy1f4H3/2N/jH//m/wCFjXc54+vgR33//J/zpT3/E48cPyCnjw/t3ePvmDd68/gGFGSFGPLx4wN3dHb559TX2+z3idMCaCooaTen4AQBjBWNJKxhi2Dn1kkzTHj4EzXUT2Rej1geiHTDvEQ9BNmkGUBJikhBTcUgy8qqVhyt4AJDWZ8kdACLGoAMhCPjiNEmTC1i3Ou8jCgUprEpiaDKkrsJKus7JoyDo9iXrOIibUjwAqSAXaBAIQLmAsrHRCHOSPX/xdIkyGbzH49MH7OYddrtZitZ5oeJd1gVBQzNIFTqrZ2GeDHYOXDLWkpA0b8NQ9pxzPe5wkIKQ+/2+rj0DqUCa96KKTCq5MRQp8m3y0Qr1SVPa7R6hJQXVVB4ZWGMrGVCWLodu/zGf9HjkNe/vc+v8cg3ebr1XadGaJ/u9hF9N0yQ5F9TIa2MMwCwRAhkZLnrs7/bV67E1fC5oRxWAEMP+DKICUFKZqkVNnRojZ4YjqSMOCOAFrSP0XLt2/0OY2+bYfvzb+9tje8VVQqXMsLdtylqbGyKzHLWwuC0IeK0uS1PeLbne9iHUC22VYAN3iADHDOdKd01uP8qAUHUbgha8JHAqKLRe9INV9qJ7XZ4JD9rqItunQUQ19+G5HWvYKcs4Rrc8fwBGz8F2r+OxhlnfSrludADt/c/R6y4+f2ax5tzPue3+udW3AGgoWs4KwueCNQmQklXGBiIwOzAKHJsuK3uII/EyPZNh8FdrX9wAAQT18p7gA0TpCmLdTUGUCEfNfV2tWFV6rY2LWBL3njMytshFe7/1q/eAbFGTz7F+P8f4MMVcX6H/q6+CKefRzsleLyhE/bxVBt8qoc3q72Mh2/215zCi5tu+5ysoxrXWj5lzAAUxPGTI+uuPAp8ZA5kIb9zozwmc3rgEk7KDbD8bNwlgfI6E0ggpBgNTDa0NYmCCWxLZRwN025oHRF/rs7KEStuwha42Yp4nhOgQg3mJ+mtL+JedM+WMVDIyCR3lRju/aCQXrGumufy1IrELiiBJ7s9uNyPlLPSs04w1FzgfJPHcK4OQG9fTcL3N+muEAI21JCcJtcpJwq9KSiglgTS5XpQ3MRCLekCgxobdrOVgcJFCdllj061uAEASRkO+rpPj+YjHp0dZM7rHR++xmyf87Fe/xs//9tcgVR7LCpzPZ7x99xYfn54k9yYnPD09SegZq+JBDtM8Y3/YY3+4gwsRzMB6WsAgzPOM9XzC+kRYQoRXpB4QI9ArRa9zBEcecZowTUIAkBmaD8EIs+QsrIlrqJUPWluIQiW0yK7zCMNJCDQEqWfPKCjInFHASlvrwOwFGbVQKc7wWHUlFBSsTSkpWehli1FhtvohsqZlsyvGRqhPTEIMA1wUauLdPAtS7D1ccEJxqRWlY4iAKkA5Z6yLsFJJBee1ottGw+1VATRPiHnnrJJ51ET8fn4yM1LJyjBTUEiKbXrhvUbplOvtPHckSnMzxNteIohjQ2i9xsM40/7cLZnbDPqrBsUzoIe9fk5mbtegI8LkA37x3d9gfziAJKBclFUN+8z6dydtQZNH9EHysjpEf2uEDH3TtVLWRercqBEImuGI1QuW4RAk30wNZanhAPHWbYV5v0VuxmZUXC8G8qoBctE2j2CMrBjzE4ZQoc5Y6Sn6ZZzG8CAbO9unS27eiq0+QaYHFJFPOQu4KOHqpV6vGu26v4QKdjn4bOFZavyGPCjvPTW83uVn6TVDYx7m6rCfX0zrcfN6zoweetAbb9vPsDEqnu375+hrn6fXjdf7fEDg1pm3ehBDyAMkjDQjBgfvgNUXRPJiu3IzVBlqdLLknX0CqvyrtC9ugHgPGKWkFP5VoR+E/cpwF8BQoC6ejeo/+p4JglH4UI8+bJQhNpe5UcShCYH+HBJ/SnXyigw1VdUqkAJNwS7KG95b+A39N8aolMdJQHptBpBT28SBMYymGCBf2T46AVUuJ5bkYUhVWvESQVHWXslGVTjsvuWWNlO1oj1NQTE10DmqirbVdhGDScLrrD6H8XM39IirQB0u1YdAXdmcrV2EGbAhwVR/t/NcDI/0j4UqVAbYYrOb8CA4eMfteqz/3AAAIABJREFUPE6fVRmN4f6c/TVtfsi/rONCkoCrKJV3DtMUMEWHKTqh3tU57M2oYoBJSm4VRaX1/3oh8xMWsBQiom7Dylo4zBSEug4E9Q4xYllTtfQtCZBJQnqYCOQ9oo817G6aJhDJhjVFmedODQerNkyu3Qtz0WRzNT7SgpRWcF6lam2W5OIae81SKC/b+BVosTUHMIRpajdhN+9xOp1ROONwvwfRHsenJ0G/OTdmu7pGSJVVoQAlJ/UNPpwWHJNUluAixpcvQg/71Tff4uV3LVFTKs6HGooF2MbNOB2PODkJJTEueWE6knAbFwFE0voQDEdOlSxGYIdUFuS8IOcZqUCfi8iEeJ6q8mJrwDmHdUnwYcakSdVFLSuqMqMxITFYkH2t1kxc1KhTqs5iE9dQeZlIxgpIGhKXGSo3OlCD9Xk7AnkHBzVqqiHqlBSEwMQ4LWf4SeqPJHbg0wkxhEqzuazrIANWrddRSqkKrIUv0gZptj7N86zG3Fh7x5p3whjGPnTyg4BShpo1ZGuOqAFjOsCy33hb5chQ772BA7rfOOcU4BaPTp033BnMZNz9t42M7d99297frePsWQRHePnqJQDx/rAavFnHpqQMN0/IYA0HbWtaJ3U1apoqyFU2QBWonKQytvcRnmd4d4fgZywrCfjBATmvytckBVG9E09dCBbCKLmMuqvKvZE9DTWOdc7btLFkbHR7wqAPPKNYmoesyfFt5ASA7pz2kkjDK2sYZKcsc6OHb7pD52WgUoFGqYbNdU8m50HI9XTMCg4wgXT4uQjTo2A1BYUYWcsXkCtwrtSxdM5JOJuTPL++dpB5fex167+th8v52Id3bz1g/XF9vqbYKnZDqCUMhmdw5TywMbOXfRgVxrZdAZeeJ1xtW+Pjs42wbq7152ogQXcuy0GqXx0ZS/vvcmEBAYmQMiMXaE0kllweJ9YGQcfD5haAQhnZrfjS7YsbIM4TvGc1PhQlUPe6g1X4bspmW/CX9ITPIbDNAGmLhUgeltX9IOdUWHVuR2pCwyZ8s3+6xTAIjv699kPUGx8SOpOG/cGUM7NaRyXbKONkQkqiJVErYFSvX7hTMWQRu+IgpXvknM2g6sKqSM+LcdGORlQbAbkny/1I3TNQSlgCxEAqw3eYIYgoyfd7odvfb1vgVO+/fTYiTuNjV6WHUItDVpm2MUB6w02Oo2pwNbpeqsqUdc+eIxxphfDWz7Hv165p84gAzbdw3iE4xhQddnPAHB0mZbaQfdVX9KkURmFChsRCk/eQdIgAM3llUqgxTg7OGQtQhtR2EFQ+hIiSi8TjQ1DZdU1gBu4f7nBexCCYphlrSfA+4HB3BxcnrEWU9xAngKjG05tiKoXHnK7hAjKqYSZlLZEaFlwTzleJ/c6LGC7GYNJmD1qWvI6gAgeAGL5rkpjXKYrRFWKAjwFrTihJwmu8rg6p3O6l4F1hkJccDUcSThimiFykum6YZ0RInkHKSdD+tTGvkEvCRqVzZJpm1TW1WF0ICOFwEWrnQ5TES2ag834s64q0JIAJac04nh8lhl6Z/pwmN5vSDTSFfF0TaC017lhi0H1dQ0zNm1tlWq3NMua5WdgRs9TcAMzYN6WLZP4yK3V5qSFK5m3wOr4CQmjCcM6am0M1KTznjJcvX2KaJoQQsCyL0AVrUrM7nYY+7A8HbNs1RbLfwLdI8nUl/krCqXfi5dAwKrl1qrSp3kdQR/06hOQWy7VxAmwYKq35BkxN2TP1eejTJxTja+1SqRpZfLbNwKaMguAjBFFvidrGhgSWZ7dqwUwACCxJ2kYWQoaSGOLava5gFUm+kPMelCcE/1IN3wXkGJwJ3kWp/6HHe9K8BRLvmAPJfNB8PJMJToGTKqvNdK4OnZZz0/QJV5W6Bixi2Fio+9f+vDRAbDy7zxxJhWot6Dkwe9H4vLPt47peyEsBxJQLkiMgE0hrX0ghOidhwEU9GJA1HZxTj66YaOIxMiNF70+Ny0Lc9KPMgGc43XjkFNyAm8FY2HhktnPK5pXup1sPTz9OfdvqHuO43jBAMM755wzv7TnLFcD2Wtve73ZN3lpbZqj23+tfO9eey0aNuDBcxg6Jp5YIyCShrxESOp2JwU71Zw0DdZALZRjpzr8bIJLz4STW3XtJurVEqlqAR1u/oI0r21pPcXcNKao/CguYGzTG5qq3Z22ofKl1QPT9biJZUT2b6Lnjo5bPbydzDQlanXElx3XoR3f57ffIBJdC/dbfhgL0kgJVkSCmWgSL62y/7MfnNDM+TBA7ResuE7DHxWebFBGDLwwQDMeO1+v795zQMK7zTwuWFi5h28u4wQz1P3j83jDfPlM/GISvE+U5OI8YPaIH5uiwmzzmGBA8w6EluzcXLFfO+1JECAEOjgKSa3kWMqfHeHX5rFTPhdGGpqTV7h0jRCXEdB5cREncH/Z4Oq44HA5gFkXf+bkWjTqnBfv9XhQETTCvym03xva+UWazKmfZqHdLEppM9EhwVV/qeSz0MASH3U5i+blQrcRMkCTju7u7IQbdlA0rcGkFzLz32O0PSKmIEeLFgHFgxL3Qk3JKCJER9HlUFBwE8CL5K6YY6DoMytR0PkvhQe8DcilIWkXb+OiJxPiI0wQ4yWGBGvjybDIeHh5ARFiWBU5DvQz5nbT2REpJnhH8RYiRKfmpY3YxBeGa7OxlGDlXY7btO/3GXUoBch4Sc3tDy563VTjeKgvmuTifz1oJXvpoeRvVq9Hdz9ZLfUv+9/Ow/+nDS6618RokmgJpzQSdj/V6zkPgDp2zXRKsc4DX2HJ2fPFc0Ocvbpr10bxtt9qzCle3Z2yVnyZTnIaGFTGwueW6iAFZsC4LpjjheDwiqQFC7YLPGkk23+AFyXdOGMLYOxA85nmPtCwtz49kDaS86v5Q4IiFlaxojpqGZQmsthXQ7U9HJjvdRg7Qhd7w3J5z7bPeAOmnXTu//lZ2z2tjtFWq6x7BDGRZZ74wQilaeFMNlQI4l+EcNXn6FxiqvV7iHAsLVjUgLbrhz9MNPtWaHoVnjRps1vi278+9vtU+FT7/r90uDLNuntkcFH1PI156uPczH2dhYM0ZMTnkRMgOSEXomKGRAgbWfQqM+Gu2L26ASAKgGSBelB+yip5cketesZGHhlHI1DjHbmKjfbc18ZwUKiKY9AJFkVlQU/QqgljPHVqlTdYCN1lcpM75lo+BcWHbZicuVOWUlo4N0VImc6rsyWW4Dy4t5wPIQOno+iCJaub23LoujZvKwZIiFdX3DfVkjNdraL/+RrcenF6TzDNAojBuFHobv6Evtd9cq9I2g6gfj3FToZ5pCjQ8f2Hf0s8IQFdJHeCbAvS2AUJi3GFzzc13/yUL2ZEgYyEAMRLmIMbHbhcxRWEpch29M9DNK4mOFsPXEs9clCmMFtq2VToKSzpnUs9CypK8LSF6DB8iAKHBPp3OOJ8WOO9xOp5QiiDuaxK0P8xzVaa2jEMppQv2uf4ekirrRY2PolXCS1ol+VzRzL5xKYIYEuGwF/at4/GIDx8+4OVXXyOVgru7BzgCUjoj54zHx0e5b9ucdW6QN+PZQWh0xZOzlgx2EfBeciJ8AEjGa5oPsDCpkb2mIPoZeV3hvMM0aYEnRbVyyrjXMK4YI3IRhcl7h+V0UsWLatG6dV1xOp0qVejhcJAq1Sw0ssyMdD6j6ObVF8WTvwVdtnU2PH9FslNKtf/9XO4Z+3r55Zy7YP3p532vzG2pRi3Ju9/4Yp/30vWdWdjMrFkNjWvKxS1lbqtkX+tz35fPVUg0kE09Z11xTdfy2yzEdxSjXipKc/OO1L53fdpSstbrdqFiff+fG4trzItmyG1RXDvn+XzGsp4xTbHWRNmOUSkFMcbqtbp1/W1r88jX0Ftn4XIs4aRZaVTZyRiX86ogkNbuCFQ3x68eXuCtRS6wyerryuqg5BVl0CMBIpwb9Yo+Akbwz3Gs+vt0ril1WwNEL6y6jIZgkezLttPYr35foSAEMXVP1OJ4kRmZBegsxcgeTH7maoAYVa+xNNr1xxzCBjZun2FKWVgrbQScgyd6lgL/z21DzgtzC3vGpXGwTXTfPte+77faNXDzuT37X0MxH0mJCM/w6Xb9a7K4ffiZFxRcHWnNOIPhIWHPngqCAyg4jSiiChj/uwECgFkUIDE+1PNBAEiS/jy5jpa0oRUhWOiFNNvgrv10V9Pvh4rgtWdAWminIRBNqdXfnLvPGuJg37vuQZAHzkWVRXZ1Q+HCNXkXQFUM7LyV1QfjAiMzXLr7G1AUYAiZchpalkqBJ8B5u3+Rr64mofU5IV0CGjbXIcVE9Dd31zcF4BrVoJ2zomEQI4O5KYjPUeCNi5phidj2mQltuY71VZ/KhXEzzo9ecSESgSFF0Noe5F1THEb0tI3FtXNfa845hBgQQ8A8RUzeY7dzOOwmTEEZkcgQ+lFom7AqcDIPivRnhVSyTSzJ16SIbd9fRwRWOmVHHiLfM+bdDsfjisP+DufljJSkYNvdvRjd07QDkiDYb9+9g58zZjjs3AGMDArSP1NMTOnsFZ5+ntumSSwhYbkk5GVBWheEqGF7pWWAMYBcMnyUCtWn0xnkVtzd3QHsUApUaWrKxjRNlWrVEN6cM5wXFijnA7KCByDC8XRG4QAGIRVUOuICAbRPpyMIcp2igIhzch7yDjFKSEru7hUM+Ch3YcnHfYGo/YMUE6s32TWCBQO1OWuHmVndQAJZO8LsRCAX61wZ1hSAuDmnPa9rCctbdHZcu9dCVT/dtgpwk3e3vRfW+mv3a2Jr6D6nqNxSwPvjr94PNdrhniuPGC0MUM7aZBVjAIr6/lQFTPtzjTWq7+utsdje2/ae+vf6sbJjzLD8/vvvMU0B8/zqQnaFELRQIKrCvm1mqPTPpv++AQAE4LgsKDnDkceSxOCU2PU2Pok1xLU0ANJXYokCHxxQ8yeguUzyQHrjdvssc261SKrnR48Npn9gnJvyvVJBtv578iwIRjVv37WtUmhxUQ0Cyw+zdnkeDY/MDGL1XEMY7VIpWFeRn3FilCKFYEvxTa9gRkmXekFT+q/vVfLcJPep6g+sgCpJ9EglukEDZu24cmOeb9u410vo0K22NfhukSqYTnarPScD+mO24MlW79rKw/6zW0CJfO4uPPF9v+s8rTW25Ji8diQAtKGP5i5Khxg5FayLhF0tK8CcMEUCeyDnBStRLfJYHJD97fH6a7UvboDEKSJOQeodBAmbMSMkuEnil7uJ1wSKr2uYiKQqqyqLVom7KY/dpHDysNpibB8xoEWK0C0Q/YwJpbqDR7clQOpxuGLBaitFq94Wriwx9aJoQks48iWsSVBpO8MGDd646i6uONhd3SbGBQvrhHeajJxQXw/rW0/qvOUfUP1Akn+bIDOE71NoYo9GNYOhGYI97/rz5xL1bBQmDUVoiV23jQDbkPtT9h4QZ1TC1tdn7+zzW6/wSY0bIEYgRic/gaBLoUPrbI6gzkFiUVDZiYBjkNR8EGj21tXF+UUOrAieoyB5AZN4Jl48vMSHjx+xriv2hzuEEHE8nbC/u8e7d+8QQsCLr75CiHtlcPIoDoPS0Yf39ODAajUEbCPOGZyLFLxjxv3dASWvWNZVkilJk6EBTNMkdS3WVYwrJszTHl9//S3O5zPO5xXzPOHjhw9asLEZOi0fQfMuQABJfkqYZjjnpaAcKyVrEEGfWfoF53B32IvZ54zukkFOfwAMi3FrTBgaug0/6p6VKbPtFNdjjhn9TG+fCTAjCfVWs4eZLxTGflX1IT7b9bDdTK+h8J8ytD/VtvLgLz3Hn9P+4v4yabhd11fTMjsEnJmlfo02Cxvrrz/IlCux7P14bIESe+9aDLy9/xw63ANEzonHLimjWGE/eJ3687je60Of7zmy400e9waKI0aIAUlr2sA1QMt5qYHhvBfgzFGlDj2djrqvWdQDK5VsS4rviwyPc8Sjr8lhBYeJCJ64q0tBQMeuyf66gQtAvSDdc6M2NZxrmZUEYfUcvtutSNtRiQhwBZ5bTiapvHJESBkgb0UxfX1+4kUEEKkKiN6QkkfgepVgY7gagYMHnBCPNO+HjeuVvZ6v0bA83wTos7t75piun9uw9s9tz635fo5sn+0WPO3Psy29cPvagIXsX+tHBdad5upRByzl6+sf6IxEAJLvKUBczgThkNEQ7gI4KgAJ6QW5LCFanPCl2xc3QOZ50kRKEwS2cBkBoU7+Hr0BRne1KRq9AL6JIjF3Xo5tb5ywCxU7T+6OacKTWfpoiqCg0d3y4yGKb+hT9Xyosls2i++WG97GoPWmKyK4PW77xnD/gHidBNWV65kiAFDcsEnV8b+sR0FWmau7zwulHpcogt1nj8xt0RMAF8ratdt6bmGTSv+eEcM2pmtIIYFQKTmqZ6bf2G92BVsPyHPH2QbvvUecAnZzxDxF7Hcec/QIXnIPZJ6ZUOxrs2giNwqs1gqRA4pDYIeiKIpUtu00I7lJENqGayERQoHpEeNcjYRpmlAK48OHj4hxAliKsIUYNXke9VnSEB45okg551okMMaI8/lcw4w8l1rtvHDBsp5BnJWFjGqfbVyJqHo64OSaf/jDHwAAr159g2na4XDIKOWM8/k0hF4Yarlq1XByalxrHgiTJLhaBhF5ByrCJiaV1ksNU2Sw1KWw2FoG+sCbfg025j3UyDIJ5aEa+gaghX8YkHtrDslEkn5vDqoKPRoa95x3Yrte+w13O4/b/GtG5gjEfF675nG4toY/R2n4SwyXa/f1Oa23KwkY5O8oR8bPWthNu34dtw2wcenpxMXf9nuLwALXPcnX7tHWg6HGzjl88803AIkc/vjxI5yTavK131n5vPjSa/RcG4zMspk7SuHsnMO822E5n6qM5BiReQWzAzrijuA90nkFUITJycAoIlnTQFuXF/KIEcK0MUA62cV5NAio5ZtZ301ZHJ6qUYV3+4pcmwArI1CjHW6PXVtbAr4EphpOTQxkpbSWGiyk3hWhHy8sYd7MBZxJQc9NZW1mgP3Qh/EYgJ2TJHRlPiQ2JHecl73HoTecnpM36I6pc/TZPf46CPIvadu+bUNHh7W8+fs5Wfk54Ou1sennn5Ha9OfbAj5XzgyovpCzeJQIQFFQXuqCFGSSgtFEQHEFi//i6v+XN0CcUsCZkmUVGwHxOuQ6+aVZJWiLr7bf/QKTRC173YwNQ5ya4YCWMwJAVIi2qY2hC1yZKeomAFQUJnfJHGRaRv9t7YttTMQiLKU/3UYDgEyR37pntoZUZxyxwOV1kxwTRnvWDVdRPJS2UToSNLaUxi5m7mBBrAThMWPFrqqisR63dS9LH64jcHVMSmMlacfYs+nHcTumssiA3v1qi9E2ydbLbTOhM5xeLUtRfxlCHKH5FN1zt33EDFFnnNtgjfVt9wFqqovTkEIrxDV5hzk6MT6m0NW8UVRNqWuNpQ3MtT+iwECYh8hL0hm7SldtKD+IlK4PorTDVQYo5wJOywnTvAdK0srSAadlhSS2e8Rph8PhgLjfYU0Zy/GI/V1ADB5xiloIsSi6J/HOtXgbi8EffGNGAis7R05IWXI+OCeAs9Z94Po8ZI0LumnsTzI3PaZ5Jwn4XBCnGU+Pj1jOC87nJyRNRre1P02zJLWmAh8mKf7nIwzxKyyhKDFIeGNZCwLFtjaLGaeCDDoiqZOgljwx1+ljSGGbVn0yZx9UZsgotX9Z46/VUJYxQDVKhrnazd1+k5LXFf7UOYP6eanHU5WhgNFjZ1RsbbPXVRpyO1eVieVSiRgW83gyuuh3AyBugRXbtgWkPtU+10j5lAJlEskUM+re2xqdqPvNCBYZrbB9Zp/0fdzuQdfGYLgjbj5xeS7l4lhRnF0F9biUuk6D9/j61SscT08ix5QN6vHjYz3Hfp4BaqQB24GRaTSOG9d1QdUw6xV0cTL4Wp2ZFHWXNTvhnDIKATklYaYjIETRE4Ti2Qu6q9eW83ZJt2ShVvKEiFh0DGhIDzm46gEBULZhKQxnz8VfDy/icanpdTaIOnXGyzPP0YwW++1YadJt3BhgJzLKQfemuoYtRErkVTVASqsCz2CgNOCQ0SH7LLmErOPK3sLSTcFmAAVGPmHP1v6uc+wKCHWt2fPn0ulzm4F5zpDenv9i/XTHeW+kIf3GDMD6irY+Ri1juPjN68H2WpRLuUmotVhAdPF5r4MWNqIB+SGmqmcW1Zfa9zyMkl0XrepEQFJ2ZgEyC5iEpa4oLW9xwJL/3QMCAK0GAXSD1w2pWM5FZXdqqGg1QvjSys+FpcxK3XzlmFxqGmG99qVXwfI6ri2G0QDBjfOIIdAtBnRCzea/KVbA0HfL19hu6FvrV+bhaBlXgSdmVO1Xr2QTyhhm1QtPACmXKgDZKU+9t8WmKLJrm4c4DeSPnJv3ZhQOo2Dom4XbNSPkNqq5NVAAYYQC+igGrscSobrlqY6VHHMLBbF5Zj4sp38ViL6nzit5redT8ub6TKFKOLMmfZN6KSAIu3cO0QfMMWIXgF0k7GePQKISClW05kO5PrRmHNGs3hmJMXdwCYhMWHXXKCQF5eAlZ4GI1QDxcF7oW73zwJpAwWM3zTivCRN5nNeMaS+hWSEGHO7v8ebjx+oiDjFqiJpUZJfNHAAL3W7o8rNKyXBRNrO0JHgnXozkCKdlAXPSZ1LqvckkpW4daIiE9Vspb3NOiDEgrWesa4J3HuflCE8F67JWqk+4AEZAQYFzUUKUtNAis00Mlhh078ULxGEM/+zzmohqTpCwV7s26YYZ3xkDapiOc891a4aVrlU3JRIstq6Fbh5jc55eeRfFQNi3LOHX3q+IuwI+1AQSmvFeqtwc+lpreKCezxKErQ+1P8NcbUYLdI63nMzLdXgtLKyXCVsZc03RGRVEHn5/Cp3ti9pePVaNC9cp4f3z5u73tfPcCp36lAeoP4/Jp/6aDeHmC+Ww7zfrXHXeA7Yv6vHRSw7X/eEepQiTHBFpHpWHAXr9OBKZz6DU4oWldL590azqfm19sbdFgpKw8EHmZWbGHCcsdITXEKuSEygS4ApoEhnCCFIksXQ5k47r+jDjo4VjAXMY52kF1gDAE2rA1ObZtToe7csV3NT9eLsme4W8b70e3OsKIkd9NY6sj6WUajTZkDpwK9NTj9TzlsYuKREivWeN2vHMipQbSNvC0AsICUDSvQRaSdtQzn6O9fOh12V6T8clSFIViDpva/9vrNX+9dYD0dbGuMaYZL/2zp4DXe13ve5nghrbueDYoS+e3H9GrpcVm7gXk3FlLFgqfW+yH5tK8EJ9rbqKPduiFc7V4M5MoCzGbKYC8cYJb1y+omP9tdu/AQNEBjCXXAcS6Dc3bhtn90MdCmwc5XZc4Ya0DA+HbfX0mmz7s3BG4mcSmXB7MTy3UBiX6NUwArzt4+1j6uvOALHPq6IEHm9xc85brkKGLtZia7AtBGdj7Qrg+7wci9ltHgt7LtfaNSPDhMd2o/5c1BK4lBlEdi3htrcBIRrk3GcpM9Kv6/fhnGsMaltoQ2dMjwgF5xG8Q4we0xSw2znMc5QqpmiJ4kTCBGcJlRcJp/rjuFSznEi2TkfoRJyONyxkR1ifLOeBiCrjTS4Z5/OCECeQEwrUME2YYpS6FClh1roThQuQC0gNQMvVujaGMh8ZaUl4fHzEFCIm55DTqpWxx9CFvtX7VkPiGm0ms+SWCDGEIPhLSqpYCXsdyKEwIU4TnAuwRM9B3kBDJXnDVFTvY5wTRUkqejKMa616P67NLRVHsrdzLYYqT9UetCmW3QyjSyS179sgKzEq8UwQTvh6V1VVxXMhjX9OG77PreMMSF2BesVSFa7++Rtia0i7nW9L8fxvtdkYXvVcXDEsPvf4Ol8BLTA5tpoE3o3x1qtj57AwLGM4M8+GjfE0TaLk6/oyLwczqkQ1HbLv43AtuWDbR7rnLIizoNMpkfapI4/QtUxEYoTUUFG5XowBzFp3KDOMcpxdU4C35DXV0OiBKu1jvZkOvBv3eAxCoH3GF+K/30+28nscq+1+pH3F+MwcrnkDWncu5GYQGu8WkndJoGK3bYVPwUBhCUHPhZE1vJeJwVnqB11scTfaczKkB0uu9b0HXLbfu9W253TuMjy17pmf6Hc/Ps/lefSfyTi2cPKL817ooZfXJZ0MvS7Uk91c0+O2sr4e4zxQtAgqsdbqMQC1IDOhuC8vQ7+4AZJzFlpKGivjCs1cluKxzI32Vn+0AK9WgzTrz4wOQkYn2MFdUTlrJoy7pCaWGO+twJYm09dco8ClIOnP3YcdfWozHybQrRXOG68MA9uK76YoW2h4FVA9Xz94EHjmfrTFWfUR0g1Kiz5JbGJRC7/A+xY2YeBv9XAaUlL7eokKbXN0ri2wrVB5rl0agBLKY4jzpzANqpS7l0dWBZKLbux9GI0hFR2q1CNaaG9LtWaH6KXK+W4KmGcxRpwTGM17BwenBp1UUzZGqUvBJmgWq2ZQcw1YFP5+zlZ0kABWD6MVrmMWelfnAub9DqfljJQyQiyIXhT/XAp2ux1IE7ntXHWD7YyDS3YeqgX0AOB8PiITIZc0GB9bA2Qw3rx4I7BBxS30bnytdUqcenrChGneIeWCEIOMhYazbYGKosnqzzGubOeGofam0G3HwNbhNSNX2LAl7NGO4ao08GB8jFOTILHc0gq3UBcQNU9u9YCMa6yQeJykwKWd2LVxuJKT9bntYs1uDBDuDRBmnVO+S6Jtm3AfZ96H/lwzVv+a7VPXtjG8pWxsX9+SgXW/w0axZ74SZtXvgeP5e3Cgl7uA7AHLsmBdV+x2u4ayb/tJyr5IzXC2aWlhZXa+8buj9+rCM8AjrfVuniWpOrVCmuy9yEVHLWctBhRERXwLAKndAwcUSJ7X1gBxRKBK8y19A7guUhnecb9qL+z4y882AdPDWt/Kg08p5895Tuo4dl2qe1zfH2c07Jrs79p1Y2z5e2DVnOIYAAAgAElEQVRGLuaBAJg9cgFSKlgLg5OCIVaBfUA2t2Mz9vM5I+NWu6YDdC9uey42XfAWHqvnHPJVnunLVk0cekPba/JwXDUyIJTSVdEiAhW6WMv9Pd8CQk1X6pkCrW0NEFvbEu1DoOJQIGxqFtYohjKDqQhw+oXbFzdALIbdBrBPwluzUN+llJFLRqUcY5IKqebWhVjxdZOjkYd9TNYDrgkY2bcdCK6ec5QoLeRaZO12ExkT18YJ9nxCoJ0ToGFT2W5KowI6Ksu9oLVPrV5BP4lN3to50zYOsEvOAwGFVJEhAtToABc4X4TSrSJZuXaLYHGs7Tz9uPQImClv1wTE9v57xXN7XP8bnQeIqEhoZr5uLPZCXs49fmZjK0K8Ma2xKXz2FC5QHJtTJNW3vUMIhOAJU/TY7QLm2WOevWwOyMKOQppLsQkdAEaqaemgegIdoWShWPYszBeZC3yQ4mgg8XIUzY0qHZOTeT/EqyH3eNjfYd7tRWFXj8dpXfDw4iucz2eEGLCuK+bQagX068EUcQDIOWleC2GeZ7gQcHp6RDqfwCVVEoR+vLsnAEsStWrRXql9RS6kuia8b0wwy3IGE2MfZ8BJDkuME+Y5Ak5CPSrLTym1JokZOEav2wt8U5AvUVGq7/fosX0mSk8LVbgwlAfDQEJHYXUPuMjnyugVQ1SjDSAXhBaUqF67jn/OWNOqtZRk07bn48khc6rzGLVCPUF8hSNwUquQX1FKbxqOm/XbAyCCwvVbdwMy5nnG8XgcztsnCdvc+py27efnttFwfF5puqYM3Hp9bdy2/e3lfP93PwdTSjifpcbNbre7aeRsFd5+7m7j85dlwePjoxQWpIa6LstS5Qb0e2ta65zow0J72GU7DlulsV8fOWWUlAdw0XIXonLXmtEKBpbzgjB5hOCRnRHXOA2Hk0S8QgxiP9xr+4EkrW8ebZvj26Kl3Z6zqQvV32sPTNqzau+74Z63xunW4Nj22c5nMtv6E3qGrs2eCJiCbN77/lzjbVAX9MHs4FnlSWJkTiALXVfijvpMvURGtGuNa9Pm3BbM2e7j4xhuQtW49zI0WbPdc3oZR92//fOwc29l2dCXLQBMtw3GnvjINIGra3sDtva/t+0SSN2ADhs50pOr9GBcTkI0BGdhtgSCg4TgE9h5ePo8Fq//P9sXN0CWdIOpAcCSJYO/r41hjQrVgZXmuzlXhvnXG+oMYEiKbpqBGBmd8nrZbOI24/byRM2YsCv2nortsZcb6jZBQ21r5s1nowECOL2OsviQhsWYANSjS9F8Cb2BbAXJ6mkZLKDUoICDCMFNrd8Ztcif8Zz3/c5ZUBfnAN/RF/YCZPjGjUV+bV5sDY9eeDchZOFBBE+GvMqN0ijj6mtLhuuv0TcNbwazuFuFtkh+ago8NePDno9zwtzineRGxOAQPcF5Vt5vmwNtztjzvdYPIgJUOZVpq4xOjqVYI+k5SKhiGdD4bYJzfCHkTZnIBVjXBPgFMU7C8hQ8CjUFPIQAMPR3KzjYy+2iSr09j1yShEamVcObCMUz4DLM83TNOzA2GXipSTJhv5/w4cPHjeKihfvu7jDNUfJdXECMM1JmrOsC5yOmeRbhrVXBXQiY1LART9AlG8o1JXu7sV77njzVljdxeY9WOR2GxoBLrh42yqIAOJYQNlPK+0w221ps7IlZ84nEmE1rapuTc6AY0JIlHST3pqXH9/dsv7f3/6l2sWZvHGfhYVYY0TZ1Gyfzinx2Uuu/4PPtsddk0uec488xeOz4/see1VYhOx6PICLs93sJm9L8jC348Tn96g2cWQuKmrHT78d9grLlK21j+63dGptbCjeA6om081o/RG6IvFnXM9Zl0agSQZj3+z1WjTclIrgay0iAznszOMafPgyrNdurmJ+RucDwxeH+6To6f2tMbr2/lSHPIuW2nzXXTf1uItbcQPtef/G2lkSejIqoSZcMhksm57zsa6D2zGogJ4N5zGvo9/lrMrE/bnufw7H93waeAro9jmNzax1cM0QrWH2xVqmvLgBNDLgamVJIPX9i/ahu0NZN3/zGAL3VrjHb9few/W4vH3oQipzVzgvw3ohdZK/tPTVfun1xA+T4tFbXsSTgZP0bgBN2mr6uhzRSVK0NoBvisLcWwucMtGI4dP1YZtRNsr13KVC3n8nfn+f++9dqW0RlEASbsRiZviBDW8ZkciIROgWsbA6Gzls4FVCW/6+9r22SG8fRfABSyqzytHt2Yy9i//+/u7ib251puypTIoH7AIAvSmXZ7u0dz0YMO6qdVVJKFEWCeB68HSooA82ljlPPnhUs8bGdubscN+YzIDIy4H3hB6vbZINfLwTuzA52RsSywpzdY2RgR8XMxoZAj8kvWsspISVqsR/LmtwaEljBBaKlOHlESCeNQCbUVAG2iIHMQAEhCWGn/l7NNSuYkBlghxWEmcGZoWSF/ohNcaUqqGTZaUopVuXblaAIVsw5m8k5+kbULCcAUArAahWupWVS8/2ivaDzTb8xhmpAllPC169fkfPWj4lgXddW7yNxwvt9gyoh5RVAhngsSPZCiTFvolo7YBXIx+rto9AfrTqjm9Xo2nLcMMY1d77sA80qSG3eanXWUiy4f1TgrTJ6Z/JGRjasOKra6sPYhi3IILCzXUxs1d4bKxZWP+cw9VE7e8awPmvHtWrdfK6AxLoMxj3GGEAr+Hqm8P7MdsZG/ijwGL93HOMRjITMCRkXViLGo4Ia7Shjx/PGuRzH4p6xBnLObb9blsUICCmm1KoiEaF6AUOiSMDw9CGn/k17EswKX0qBVMHr6yvKdsPlcgmmDJt/l8kyeKkoltWSYCCZe0uCkW/wDFimj87Kr61Z8hj1gcw87nWDcj69ow/0COObvm9v7/vmo9fEKHe+9b0jSG59JwszxqCwTuTtE4BjrbtaJbV5lESRxRMNROITNSHTLCCejCTmwOjCeUbmHJ/re9t4vQdLwwfrbwJ2Lu+OTf0a0lDOPMbHNT7pEZjX8rfA+bO+jmtk/O4Z+Di+22nOcBo8YJyMIiO7CAI9JlT4Se2nA5Btq80PG6642vtXFDG+Y/y7tSFVp7fZOUkfFO2pxYts49/RYQMiJ6efMUjxeQRAx7n1rQX30eIczzlPRxlKrLHpTJ0cYBfwIgKpYeY2luec1ewi9qhkQy0wDUxtYpslO1imx2dgVlQWUIpaI2gsVzyTuVccGaP4bB9Jrc8SKRKJQA5Mj2AidHIZgYZPHmqRgqOi2PcNZsIxrnNkj+wdj0Ldz6nayoeEL/64WXFKoMS+sTMuS8LSqp2HIBjc40AYU+2eCgqyuzQrIFn/EsjwS5tHHdAQW00UTlbjY982VBFkDzQlBVJO2PYdCwifPv0JpQqury+mCHkBTcs+Y+muQWyFAVO4qfX3Eex1rTsUwPvtBoXgsmRY+uUKC+TieEnD44WCQm1+l32354PifrtBNEzNhPv9buMvAuKEzMlT7158rBjqcTCjUhvfCSvQODfPAMVxbsT7GVlEivMxKCaRhhOBCyxfP0l1y4dZPbTuCBcsG5uKNmdFPH2xoKICaTVCQDHMHwMx9v3uHhBzthKBFs+0R+zzdESDo/xSgCyeBAoz2cfcjxOH1/ZUATjKO4ypQ/t4tfFRNcZ7cLkLgHU8LxSEP3IzPbK331IWvvX5qNAezxuVFxncOpi5JaIQBYrHbAGWTc/ODdJEJlcpdbcZhGwNhRxzX1S1jW0pBfu+45dffmkKj6ri69ev2LYNnz69NuNq1OkhmAwLDgXju3BZGH0K4TyBe07IeTHr6uJxXgokThA1F2wmwmW9gFmQEqBaULZi8lgJjGRJUvxeRD0DUyOX4IocwVLgt5F0Rr+p3fOat7hLXyOR8raf0QiUcd86tiPAeUZcninrH11v/Gy9jA1p7spxDhO6W07/QrTafrOU8YosTkw4QStuqWXqqSxUyc+Jm9Quvw/gtJMOOI4mgrwM+ant2DAuruDEvLZzPGHRcYxUAQKqx7NafGyMmXZrip9bpTqZZn9MqWcTO67fIMaB4XlOzjvqAw/yZBqEAbS1dRzgQtvYAWa5SqkTZBPJ4NcVEdtemzu3p6HmhIUW/Oz20wFIkR74qA8b2t4+H5fk0WHgccn2v3SlyCwtTRg35dOWr03ys6Cvc1Q7nIVaD5PuiRB5tlmeMRJHRmxmPGLCRaXSikyMhY0JD49YBtyfXAERSFVP33ri/kVj1dMeWBjsT1hyKjqj4F8c0ih3hcJcudiLG6oDENtkLftJwggdY8OI92LZw7wGCUKuuvCQ2a2lP4srV2JzBGzPD8/9fiwYB/TrsMcHdCYDaJIFCmop9uL5LXuLerVsVisEJD6nxEGhJgblhLwkXLLV/lgTIZMiBYhQ67d4Cr1ecwZtTGrtwihmrKoCQqieQ58hyFRBqrYh5AXK2UaSCDWAYM6QvYBzAqcV9/uGlBOYMq6XKygliADbvuGqL/jtt9/w5z//Gcxs1cGl2jt39nOct6OvcqkV4Awi4PJyRbndgQKgetyBKMbCX1A0xYtBLd1OIlsPdbuhlIJSi1U0F0HKi20wnJGXFaIJOa9IaYWIAcBRWnTgG5tMmnyEW1d8HozHjqxeU3I4+ZZu84W1p/YUT5VIcOsEAaXeIVK9ArzPWlUkLbbCVAApkLp7Jhq2NIy0mhVELNaDOQEqnmLSQHotO1SLywtbEwwCKaEWBWNFUaAQgLR4quqowGtKYlMCyDZPEUFCD+yEdreapgId5kBfm+NqM3dAcpkSFqdWEI+8ArYDKAaG2hDd792X+IcAYXzf39smkPONax9Z5cnqcyLHT4+NgEAVKqZYiwq0CvatW7ZCDqjanIZb/Gz9sdVwIQLnBaX2ZArkqc4nQDy0sHS8vr62tLv3+7319W9/+xu2bcP1esH1epmKF7bnV5/r4m6lNd6fu7QkBmqP0zRw4iArZ+hGyMuKct+wLi/47f03EMzKIqUgswGxnDIWrajvX8FUnRBLFqegAnDPpMvD/q6I6e2KWNdsO0Ez/Km9k4i6byCkjxsxTd8ZwUtP0MJN3ozzYTw2tjNQcpxHD/OZQsXtklQxz89JfoXBatDR27fce50JyDkhe2G7zARNhOrkgVS0QqrmQsqYa6jEHuX7zUGvGOuYqXZrSQM/MTb6mDyhnRuLQRVSCWXQVXIkq4B4vLAgMcBqMZehBVgCEIWnMkKFjCFrg3pCXR/wVh9qxuBUT3xw4XoQR7Mb7wj+obXreWx7psldAOgp2yM+tVn2OQGoKP6eUs7IyUoo5AQIJ8jgUv+z2k8HIN3F6ogcfcE/cYn6fa0rmzQwJePx/+72X2HqxompjRm1tiwLFnf1iViD0ezYssu4WTv6Mo25ApP7z8AE2IZB06HBXgIpM+1iC0nB7MzDONZkptu+kHqbg/dsV4tzJmF8yLQ1LVpBz5+Ng2lSdRKU4+swgNQDzeN0VX9eCl/juU82jjGu2pgfU6YMfKx5wZIz1mw1QDIBCY85w015d6uLxUQiXHFGBo2aNaZ35nylUAcIRCANIeZwjhjrxQoMXi4vqGDPemUpbSPjlagi5ezX4xl40JwAIYRwY92ruI+1ZdDS3d0s5bjmMQED20zM8iL+O6Vwg7LzkhdUzGDk9YqUFnfftJgX9XNDWf2RNioDo3XnFIA4r2+EgHrdF18jVaFeYFJEmpUjo2ltkFqgtWBJBK07pOwgrSBUDxFPVuG+WupiUp+LdQdBsdcd2bVMkgLI5nPG6gqIKFRgBcZIDRTaSAKU0GJx+pK2+x7yi35L2T9rx4KiE1PnLoA5Z9xuBi5TSrher9i2Ddu2tTkRrkD7vju4P8+69iPtW9bpj849Hht/xr8dz5nPl5aEgxGJQjxoHGRATdUJJAP0224JBlZmJ3MY4J7MoZYNxHPWvAksHPY5S+pQm4vlsiz48uVLU5xVFZ8+fUKtBfc7Wka+o/U51si3XOXieUspTQEUsSKjBECquBWnoBRz0SYm5JSRM5C14L1s4OSKmQJw10FiAzwpz/t6kGIfWRgUj+rGMzDw8LvO2sNRRpx973vk0Y+sNwUG9PT8vE7EnZxL5OQuea0jixGj4XiQE2HtD9k8joAc9tixZs4YQzR6GABd/p8FVvfr9T049pAqMpVqKKiTfhMFU0nUExd0ctl0o6g5N8uqaS4fAMjZuxn36fGLeiBap3mF58Hgxz11nFO17jCj5whS7T6Wk8k0NK5kmc44vCE6AP7Z7acDkDmTwKHRo7C09l9jvPpLPMYezJPvRxb/R4Lq49Z4AnSmZTwW1wzAEGvAqmASmdvNui5IZK4gOTEy9xSEsYjEWQA0i9MMQMyMCsQYtCqcCPVqPHfuXwSktycSgbBlKZGtIGUCgaHBjPi95TBU4yJjZ7H0dNOYLSCjr/6oqAOYMmw1NNHG9bgZYxjjAYCQ9dkUNjGCWno8w7GRv4uUEpaccc0JL3nBJbubVDA3EbxH8fz+3Y6UXYmVJpyJLPyPqbsufoSd23wHuRnaCn1RsiA1dQuWBLPKjOypd5d1AafkgaoZbSuikTVnEGff/D19alTLPcybNuaN8erzBnBTvwKWSNssLGZ9I0/XHaya9X25XrDvFaCMnFcoDGznxO7CYyl3I0j9W4L3uI7P1vWZFcR1f580sPomrhD1CaUgLZBtQ6JAtXaMVS1bljjw0ArIbsXXiMBcbUMuBtpTykic3USvWFjBoqiloJQNpNsAMNgAvwICi6vj9WLsu+f6t03Jgvah8CrfrtyFbed3gI8+XrNPcxsq1QY6mvLgv18uF9xut3beg5VhuMbZu3vWjs/xvc/1ewDI6BpxDkDUyZ24trmSSCQHkXAt6d8jVDAB2/1uS99TjhrYZnBObh17ZI+BR1ExKoN5cHmLvSOlhJeXFyxLRvX5eFYnJ97bj7TY02KMmFMrxhlZlODrK+cEkMV4JWZouGCpuVaZHAOUD4QU+pp9Fms4/PLQv2hnyTv69+bvHi0cZ3PnjwYg39sCfIyQNP5Vkm79hBE8zAKgTsRSz9b57TE9A7x9PYuLwEfroar7QIgOgCY8V2gCHSbb+msQLwVOEauKILRiTgRQGN0ezaX4aMnqD/UIMseDivDWoMMie27Vmsff++gV58dxHMcmfs5igeJvjORFCuGWcW4ucjFG57r137f9dAACPA5ub+cDROQb49OA8VnoPHw3hMNDRqAOQM5YrCnV5cTyUMv0dOxDfH7OeswgI4TxmXCaNhIKlyZGJnbzmim8a85IwzVG/+lA/9HGvPsAo+roOjELiJnFVMx1SMbRsHOtgK25FUgl2xkSgdzxSCBQ4mlRTZu06MRcT5vboMSO4903slnh6Zu9GJs8AJWxncfZ2LywzF4GpKKeillMCOJ5vgM0EzGyM7bXJeFlzbgsGQubN0Io0qI6FbGKzEUKCo+CgfEYzfoK8ZS9phyK135w4Klujm/FIdWsMdBWzZxTxvX6yetjrCCPVSmeaYqJkJYFqsDl5QXr9QVv7+9IKQNgY9P9XVia3OTsprTKr+arXhAVsxWucJ2873H8VQHFDhAh5xWgiNg3C9F6Xc1iU7XXvABjySs4KfLSUwRXZ4lzzm2+H2ORnmWwejanAtReLhf7rj+XWeBMQVQVoIaLnUBLgcqGrBWkZvEgMlcqlQpKgJbNapFAbZ5IgVYBmLC7gpcSA4XaJkJkiuN+v6Pc7wb5SDxTGzfLVZAThez+VQxYM5MVmby84C4bMmf36bcdNwLWj8rZLOOAUZbFuJ39hALSi0fKFJdz8Sxlt9sNqtosJPH5y5cvkCHo/qw/4/2P7VtA4vj7EVicHX/290eCw+ZQUx6gqNXGwVgNc6NSFSQi3LcbtAqq1DZn729vyF5ItNaKRLkpWrbOYAlcDgkzgpCKrGIBOMb3EuAjrCFfv37Fuq7tvFgnoxvWaP14Np4jaIxzc07Yi7lZL8vS5QP6uhUxuVFEgNVAz7quuKcETWbdI1UkRHYfgRw8G741B2ZLjrR5ftyzj/v4+HNUTs/m4vHYGTD9MfJybgT0eNqz4/GeHVwciTogVrCTezqStH1fDCudqrZq7cdnPqZoPj5/V5Yf3RXjvQOWTmZUrMfxV/BQx8mBRxSu3g3ANzfE4Tm12Msyy+w4VtQ8OwLkjGs/krkcr9dGjg5eCm1++Lw6Gafx93avZrtAB06nMqin14730q8FKHUvgzUzNNl4LfZSPR/zz23/EAAEeLbw6LinoS3zyK1/8rUjUpzQ+LQpxef++8j0Ha9xZEM+2shOgc+JgLbbm6tEY1KjoquOLkru1hGPz33TSJSQl+zZlhKS+8+PCz36z36/dv+h1oSCkQb9W8h8O0UEAhrC0x6fr+61jWN7Dvc9trR/Pucp6iIooObrPL6TmVUKAY3pXStsccWCP8vochz7DkAYqvvpBqVQcOqEtZ3f+2JgQ73OjLpz+1zHgh3IwcFgXjLW1X8ym5uMuqMttAGZNq2HH7t9uA+4sulHCeiGW5ejIbSYaUhTHcIvOfA2oJByhghQ1Qp+WgB2BtJi8QQpQaSieIYmTgsUhNt9xy+/XAFKoNGvub0X982NMccgYKez42N3CTwqsfb8ZgEhWFIKkR0vL69YlivAGUzAy/KCquZ2XjdX6kNxTXmysQTD+wxonCmMk6LhbbRGhWJldm8DuVCr46GqBjSkIpEgoUDKO1B3oO7m4lCLWzoUut+Rov4HYCD2YuDiyopS7pCbuaVBGZfLAikFb/sGqIEWZoaA3A/YYsLUq5MyC6AF+31HXq4gWDahy7piu91wWSwphJJBYXX5qC2r3Az4n7XH411+jgUwU0oNXIRbTrDvwbJH3Ytw0zpT7D+6/zMg8j39/h7wcQRBRzLteHzf9wYEpBazdmltbnv73UB+3e9gKQY+xOJBdgCfrlcbr7KbPJfdrFo5DctneehTfCbQQx9HcHG73bAsS6tIrmqB6MzA9Xpt72WyLOOoyJ+Pmx6OjXuTDH2MPllfTd5bym9PtpIIlBkkDBaXEioQZYzFhI+WkLjuU6X/g3lyBB/xzAFAcDJHjt99uN+3+vOdjWJP0vlvwNlapId3b23+vp86XAfNkhyBEqJjkPRjn87arFDb/vkQN+F9FuIW7D1RoKGoD3t1bQl2rHwDIRKMmH7Vv+ruWUKevv4RHI3Ww7PnOn02ir0sjg/62nD6uSyZoncQL+I8PKF/57h+p3WnpmHUql7wmyGVICnhMe3Lz2n/MADkvD1biE1FOz06Kg3HhdEUPDLm8AhAiPgho8DZhve4wTz38Rv/Nv/dJyufCSUzR499UO7Py0PBwEzsypYDEFArXnbGxOQ0jMlQwRrAlAFCtU/oGixUgIDDdZe5EMj0vORxBCmZ21gIHSLyeA2ctq5qW4sgbAXsOqPifwAUU07sEUh69qFTSwcA0OOG1Z63dAEnU6TaCIRMweeUsV4uWNcFn14yrpcFl5StnkPZISqt6Nz4+PEcxqpjYqqaksDsbEyMj23U7JaT44B2cMs+5aKaOdrfl2XFsqyoIGfMgVp37HXD9eWK68sLqpjyBCLPHBMbn/UhFIhREB6VlI/bYT07SDM/ccKvv/4ZlBYsy4rfvnzF+23HkleklbHkqyVfpoy0MBJ74UYCMpG5nA3zpJmqB4bsbN2O8yBSxMZzj+u/igX+a4BSO2DBjxAABVo3SN2QUQHdANmNLGCFyu7sdwGz7aqlCOS2Q5mRSbDd7iAI1rwgvSzQUlG3N1ApWGEAnwFI3VCFkdcVQEV536wiLnkQKV+QLlegMqoo7u8bLtc/4SVnfP3bf0BU8fL5M3hZrSoyMZQEVnn9237Dj5ulIFwumU1WRW0nImqWEKAX27ter1jXtSlnpZQpJoT9nf7R7Y8CINPTD7Im6ubc73cDIoQe+yGCbd+RmfDly98AKUhkGcHu93t79v/8z7/gsl4BJaS8YFkXW49Eppxjzgr5UWs1N5xJfXt7w9evX93lasG///u/436/4+3tDYClu45sWeN6eHbdI7sLVxaj4KCKNqVWPO4ljjOzFT0tlpEpAGuLTUjJlMsqjaZgB1gRI/ZMCT7bGwG0OJSzNgKEh3gwYOZVvjEnxnYEIM/at45bqnVp1xuvP/ZVfIt4MADg5PfDwamfTjCNqfDHvo7njeRlvN/ufl9P+2uE1nOrjsUpPhb8jHkWGcyse2MtoZBF8bwh0whBKDbCdgSwx+1pAG4PuG0CbiMFdtaeHzuuo48se1NfG/IBQGJxlLHOhCzu8BuxWn+P9g8BQI4L5rzF8cOqGf88XI9DSePIBKPttMYoB0N/EDmBXqNLZxaQfl5cKwRXN7u1LuqoBM9PVWUGLvHvGXgax+gIQJJ/TsxT3v3HTFezUk88m2OfsVgZqQXNUhzrZ87ecAo3Y8Y1jXXmZF8Wqb5AgaTuzhSm00FoxbvWoT/RxE2e8HuU0hVdy2Y1/j7nnbdsUcMzQvu7a0HoMgsdIoQfbMyn/i4Hixszcl6wrBdcri+4XFa8vjAuOSORg4pEKJ5Tn7ULPyJ42k2fwwEuBqDQ3nvrcwchMfaTQQ8WvGtzWLDvVpl8XS/ef3PnUpD70VrBQBAhLdkTG5jCdLkmXF9eGxvexwLNcnQ2hwI4hgVnmPEYlmZ73+1PsTbZ8rndtg2KHfp+Q04rPv/6CSkvKEWwl4JluWBZV2O0fFMrpSJli8MBkWXP4gRuma3sHX+LNOjHtXU1GDwLmBVPV2sZ0cjoN6hUiGxg2UFSQHVHLTckLWCtwL2g7Dtq2VD3DUtiaNltbSwrOC2o+4ZEhOuaAamQ7R33t988oxYhM6GWHXspACxTkFbBdv8KJYYyg/NioBMA0gKSCqm1AdH97Svy9RWvnPF///J/IGXH9dd/AV2uYFZUsnfQmLqj3KSZAJ6VAkHIxQAhtVpfI8nB+B0ic2e83W5N0Y01HMHpEYw+vrEAHAAAACAASURBVKuP2rf3l7N+z8rzRyDEPs/KRhdl2p5pLKq7LBkqFWWzWB8VxfvX31D2HQTBkhh7sWxUS2J8+vUzvn75giUx/te//Sv2veK3375AhcC8AFIAzs3K8BEDfdxrIhPctm14eXlpVqnb7QZmxvV6RTDHb29vIKIHAPIMvE2f1S0YIfeos+qq6q6L9p2UEkgSCpm7tMUFrWAuXekHJrmpEN+LuHkJTH2Ltc6De/Gwk30Er49E0Pg3qLrv/g82iixSz+dYtA/n8ERIfV/rMnZee30hx/43Ay9mJ7ICUMItIWMmUKJBruskHERleOfmXgjf+0Nvi7uaq/b5uOx7aXpD7L1dJlNL1d87MnrG9Gyb3mEA8vBeR3B4fL/T+jrgk9gT+jvts+zxDXUgMzfFmBTHxn8EeYOuGH2FvUsGdxlN4iQ3tzGSfwIQa8+U+/E4XPH1qR5H0MVFKINxHcuXn9gfzwOL7Y05U+iK3FSITxVAHX4PH8WIt3i2uAmapAmB42RLzcn/Mc6FBqbmKNjykC7Q5MDAEpiXjweJMRJZijWooV2tLuwBS8M7jGdKj2J2XozD2DdhoMjNtG2KW0xkVQD8uDjj60uOFL1+zsCUlBjvBJi7l7ZClF1+zcJ5FimjCcUU8cqApBHY6bRQGYTIBtHelAtvUhtHFWO1my+mAjkb0CllZmxUtb3HZclY1gWXS8bLS8bLy4LXy4rsOSHF09JqJaBW88YibszeNDcOLyWNij0cJImBh6qWirdIRZENwMVSVOYM5mz+SYnw5be/oSrwy58+Q4mw7cXGIrGF6MQcJ0uPCbfqVFHcth3r9RUCc6UzZZIsOBRdcXxQ5EMxU9skKgQAg9MVwjeIpww9Wq6ABCXGslysP2lByhmUEhQZuxDevt6Qcsbrp1dzadEdKmxZp8TcUngoNrjkpWXSsj7P1o/qvsPRl5ARzIS8RPYwb8G+1eomf1OgrFZH6T96B1M1ELLfkLBDthtK2bFQBZUNuRRcElv2KvGCp1LByw6UDXUvFruj5qaF3TIICbOBDF8ntQqQFSnHOKqNLymILdC8lJutTbXsW2l9xa6KL5vgX/713/DK8HSsgJYCICEvjEphgQzFY9yAGePWGpuhqMlPcwk1EbZtff2UsoPosWDa6JoT8QgvLy8tM86yrrjvewM0x/YtQPKsHRXW7wEe1t92heHH042SZ5arG5gzXi9X/PWv/2FglcSy2dQdrIrXy4K3/Y79fsdGFdA7StkMiOUFecn4/PoCqW9AVSSuqBW2JiiDsEAqkJJJyRibSX5KD+gPS8OyLNiH8YyikHGeuV0R9n1DKQWvr6/t+8dxGccyiA+z9PYYj6ruWgYgx3hpuJuSW8nM8p6WDIIg5RXregXVv2JNAioMIDXyz37UE4aI1/twmRqEARTidYdCNx0zNEGfW2znWt+PbkdP51zTC06aqzbjvHs25/gg/6cELv6Zh+s8UzA/sgwFhLH9VyzQWwqIxbPvwS3t2iwU/ogHzTpcpOJZ5hgSkYhZBICoR2RW3+gjQKjYx4vO+yPcOu5kcSR2MRVMfcz8mdq4iHsRBDEZ2sQAUEENYAVBCyIzAI88X+yVSnAHdqfUFCilzUcAqFqbHtMr0XsffX4Cbu1p+i4s0ULQo8d5pOHazm0fawCOio8pg8DuspghnO29CFDLj3gn/Pe0nw5A/pAWKSQbQrfq02NmpFjp5n7z5DInCuAoEJ5l+FAo3Jb+yLjAAnGf3UN1Bh+jb3k6Gi/a9+xZIrUtwxksVwChsyB7UGp/RzNBPrq2pfacqgoZgFsAtmCgMj0Pdkpo/AoAC7QWT9FaZbCIeGsmSf+O/R7P5IKMdMSRzfUrAEgKMNuqcgcbQkAEyzf+xZoJU4tzUWdWghExy0Ryl4EFl8uK6zV+Lrisq2UDE4GkBKoVVCu4Vp+L5znhFfP72lvgKuCdaDEkVW2zqKKoylB2wSymlF7XC4pU/Prrn1FALRf7sq6AA6CwvNieYP8msngReGB5XrIVHhzAsqoHQbsrTcRZtHemYeECIArmDEqKCzO2/Y5CG6Ko0lSHh0zBSHkByGp7FBUkJKS0IOUFKde2LoPFBXmKyAdAc96OSlO8izmLzfgFZzxrKHSmXJEKtBYIBFQrpGxIABKJpc/d7sC+AajQfYPsdwh2sHrdll1Qtw3kVpSqAO8Wk5NIgf1u2ZFqweL+E3Y/c9fMOaMorHYIqm+MBFIHvlXAlwsyFdT7VyBfAC5QAj5dX7G8vqLWDb9+/hNu7++QutsmTGq1W1q8GDw2ZHBd0MNH7as6VIWxdQbegMsRgMZ8GquAv7+/t1S8mxeejPf0j8DmjW1k/KtUlFrcIiZ4e/+CNSdoBe7bO7bbFxCA2/0G2YvNGRXs2w0iNyPNVLHd3iEloWwbvujfQLxYEo+0gnS17HqNtPg+OT/uEWOg+ZkSHIVF13X9mI3/HY3JkXvogQfryeVywbKsYEqAmOKZDrOK2n9osmxW2sPabW6jnE6qS/+hTxX9+uC6Hx78zov/wS0s2xpFQQhoBUKGNrkDYSYwR9ehnqL+eA/fE7STE9L2VPsZ3/CZ7jLrUoOF4wOw2D1fxmMx8doMevheAwcPnQAAT5U9/TkC6THpFKFDdH2qfy8AU7ROJOFhrvY6N12vTCk8JTKOSZo4Wea4lur7Dy1x8fva/2AActzQzEKRvNhKsPzdJN4ndv/9UTmfJ/nsm3nGtLW+ODpu3x+6lz64x8i+xgbclPzJDDDfzxZRbPKzqTnch0YWcbzfR+3j4zPrH+eH61frG/VFTkRIlKfvjRkhej0CQNUqrwYA2R2MNJDjSkb4jopExoxwBTLTMDGDhqxkEdxJbJm3hFvCPtvcncUngtWA437f3u+zn1jsxrSnnLFeVov9uFxwuV6xxsbJFsOipXgAGA0sShd59aBIjUJtdCszk7DHs/j3qhgTX0FQqh4U7UCEAKKEl9cLNBlraMA1m0taioxW9j8Tjoy8rMjLgnK7Y3H/bwAPxfmOOcrnhwhJ6ewPK6CW9//l0y+ontEIOAp8yzCW0mosOTEyZyzrBWBGrdqyrYx9qSKtRsRZf8aiWLNQJ+Rh/ZGfyznbfYKtjLVVK5jIQIEXECQVAxQiSKhIBHDdIfsN2O/gugFlA5c7IDuYKrQaqxxzQ+qOzMkymW3VgotFLcOVejV0IQBi2V6IDW/nBQQvQuUprshBPbxqcbC9Uo3RXJYLSi3Y7zfUtzeUbPM1qUKqWvxWWo0FTRnw9MYWuQBoM/WHsgjA0z+6oaQpfH06jNZeai56OWdcLhcPeLb7hLIbcmzzCunLumIrpV3nW+4rf8/2YD0RQKWCoZCy4b7vkH3Ddr+BqYJkw75Z9rO677amq6VizmTupKwGMkkJuhcoCJeXK7ZSIahI/wUANrlAsWWLK6W0bFmdaLCUvOG//6Mpdz9qjdRSbfFlKl7teVmRUkZeLGGCFcgFPtK+x3UfRGJrg6KKw7Fnw6joWKGR13o44XD/+Q9POqrtf39oa3U+ZvHWLUWHv0dfuv4QKvzzMZ7Xm2I2Do8xqKO78hGcoFkGjiRCyOCnz3gixxtx9ITwALrFIbJ7GZna3YSnZ5xc5I+jcTYBYh/rniKsQG1kdpxjOmrLMEa9bzSCpVFX0hn+LHmO+YjsrsyW+fBoVZsH5PeT0X9k++kA5CPmqisjBNBjsFHPgkQOPhJSZtugB8ARinAIWJoGf/SHxXQshNSoyD9TaoLkP9sE0wG4nF3ryLja99I0eR4tIP6b5/8XH0+p0jb1+XsftweEfej36H7y4Dan43hTi78ZwYmIOFjq004Gk7cpdrF4AaU8gAyZagVIlbagRRS1hOB0pb5ZNRhGigcgEmOHBxDKTCjJN9uo9qzzJqZuHo7gydgA7RxuSjyx1Z0w158EJUKB+cf2lKNmfpZB8vdn6eNh9xk2R0c+5gKjgFuIwhBtFiMPbne3O0IoaIAVnLO6H9ULMqVlsbPCtzQEYc5Ylqul52WeAn4nkDAEc48sqs2Fbi0TOBZitA0HIKR8AXFnVDl5RjbxCrawdMEGKjMscxoBMmdQGufj2VqaWHLta+KYrCCdrEvANqKovKtSDXxYMRiQVDDMcsGoIKnQfUeCGgiUO+T2hhWCJAUoN1DdQbpDZUcpN3dpq8gOkiFi9csFwGZZslgtIxmJ9srPtRqnS2zH0mI+5ZGpRr3MFTNQrO+0ZmSQXRNASmJue3VDWq5AsforlitlxcKESmZd0UqAMJAyvLIh1M38bYYEHRryaRjvUaYCQM5LO15KwZKXBm5HC0icf71e8f7+3uYeEbVYkDE70ykQRvTnucL3wIgf95yTYzb/5nuNShaJAlVQpaDsG1ALynaD1h2Kgv32FbWYtYm9AGjd7ffLYszWXkpzATaOIOF+v2O5vEAoDUBhduMd95oHmT08w3Edj+5ZMaaATvVBzvcmTL8frYvj3xInVO6afM4JtVTc/P0SEZa8NrfInLL5xIMQGRSdqn+4/1jzZ3xP9gE+Kf17w2v9Fv0WqoXVjJgV4PFZn7lnjWDoOLc+cr96OP/wb1y3jS0IicK16dAHV4JHspQcnSgIwtwTOqm6wm57uvh3ZhARrqd9POYCgjMAmZ/zkeQd1y4/WcPxPEdw2fecx/k3jh21cw/5oAjD/oR5/DDLlJFIJWhDdQwrhMnoU4RbSQNt8i5ACg3ZAIKEtvVMlpyk39ABME1zewzET4nbvjgmXGl6rIgbGnmavz+r/XQAcmzngqwPfG8RnxGBuQRObgXhUZBY/Yb4bNfsQi+IlK4wm9oWSDSErYgx7QFSjqaylqK1d3w49hjYPR47KjttghG7C009GZt5YZVaAWemRjPiswX6Pe0j/95j08H333XjFhZStDYBR6GcxPPruKDJXVkAkdhIZ2bkUTkMcRKKu4ETkG9AJKhiNw4QEv6moA5ARBSRfQiY30M8lGp1n9jIrOEqPnkdjMRoQQBkTF2pnv9DIxWeoLivdRdyPi/i/T0b41FwKxoAEWdAxOefqMIqI49Mn4WtC5G5bYAckDAkCgkSGSBUgMgyeVFKbR3EmBwZ3nHejq2/J27vXdV84qMyODgjmDkAVhzRYwKIvWZHiiQGCwSee37IVhas7EwyPBIF7XjMvZNzWo78Bt9szlhNDfOHVqmgWoydkoqkCtIdkALZN5BUrMmrxWgB5I6EioUVst1BsgOygWSHyA6uYjVKVKC7dGADmKJVq1U3V4BqaZYvIst4BHIZpwaKtNIAov1dO3gVEWArbgEziEFLdeCtqFWh1eYIwJCy26aVr+AlQ8EQsI8Me8rlKKY5KDTUdLxpvccGe4wVinez7Vtb77G5Ntc6P+/l5QUiPSPT8Z3/WOa15+17gEo/p8uN0WJra9WTERSr/QJPyVzrhn2/oW53c7nzxABGyljckZvhrJhmBPNzl2ciFflyRfIYtMbs6jy2o/IfgaizMtUVoH3fmwKjqs3quSwZKWmrhB7nj3LgCDJCwT/u39HXTuB0IGFJCszd1QikxdOELzACKRIidKz77P2Mc6kfpPaucHjHXRXEw99Z52OjFeGDqfJ4rWlPnoHHj1jxxjOP10icHhTmsy8+Hu/7pOlAFmvKFO6x89qM/lbRhxiZ6ZbHcaZOjPXg8ccY2WOK3OM1zv61z0BYdM6fE+05xwGJOjABFqZroievedpCP2xqgPeNARVqFuFZj/EvDn1PHFXo51T3cZw8RrO/cydf6eNxiU4ah/dPAPKDrYsHC7aBx00QUk72b0pIPBvSjoq7DgFRo2IVLNKYmjMASK08ofozn/2R2fvwKegkjd+4QcR9a7jZHIVTV54BeDIo9+tvVobHNLTf07dxkT+eP7vZxDhYj8bvteoVICKUgY2y7/ZzE82LPCX2wGyFVriv+QmQaovYET0zItWnLUZpjMGUaABwE6e2n8gFzmxVUaPN71jBVKcYFSCK2bGzGfN7DJ/pULiOP6MQP9uAzli9EYBoNaEvoVRQjE3UWRneqz0RmqCjUGrcL5pNoNXNAkVFDDzldW0uN2MbBfs3AS2xxUdFPzEIU9VmdWiKhyupymSuK8wG7po7GcHqAFEbl3E+MnMrYBnXjXcAhNISIP+whgfJoSIh0a0fGRbIrRFYXQEtgFagmDvN6sXhpdxMK6k7gA05KVA3aL0bWFFz2yLxImqlgqpbNUQ8XiAsHmZxkeKgRxWAWDpNGPmQl4s9mUSAqIJgGxhRVMFNFttT2IJKUSxz1v1ugCQv5sblGx9xhnK7EkR2UF5AlIHKAC8w/yLu7vuDbtfn3dyKu07Z/N8bI5hz9uB3e//X67W/TxHs+97S8a6XSwtIB2aS5yFD0d+hqbPK9nnIMqMKrRV126F1N8uGbCjbO8p+8yQFPV7E+k+oYqRGxMARW90C1Zj3JjeXvPRqzxQMz+O+8qwdQcgY47HvO1JKWJZlspDc7/dTZfF77zP+Hu9aRWx+EzUrl1VzT0jpgutlxZIXAHfvi7srx2gc3JVHYHRUXBnmbttIj+GYHn7/8O/TdX8AgRy+9REA+d7xPe4b/KEtx8/D4zMFiGA2wmrJDEEFc6939ez+k0Xgg7kxukyqAlB++vwftSmu43g/zzDww+tfB73qYW+Yx4unZD4uc8lqrXFipADYzco3yCWg1WBTmddg10UJjFmPmzs0x2F23cLJ0sESPB5XUSglC6r/ye1/DADpSNGUxyVlBxz2EvJilVVTYhxja+ZAtDkgaqwEGy1MWGOVyfj70R2rXdcXz/M4kfE5zpXqaDFRyDNZBQPVrz0y+IFFdPBXfBT20bfvYfWeHQvWdfxpZvqDALYA7a7sjmnfxuegNL5X+9cfx1m+WWAND+ULORkIcTYlzLpG+vaN3eJGQneLlRcsngEf4Yoxm4+9Z7RzBX2Bm6uYWjGj1MFWvFtjZv095u4acrQejJ8fxv/wa8ubLtpS9KrajGaCV7Vmz/7ioJDcZQsOUMiKDKZsPtWUso0J9xQflvrQ3D4WMbee48z4EQASgcbBXnKi5s4kYlueZSbhKb6CnEpXEmPbGYAae5NTQqJ0CpiTZ4uK/h3Hlwc2/YFxI8YIEOM8kYqiu8V7SEUmRWZg3++o2w0ZBQIrokeiyCTOfBcwC6RueL+9I1dPv6teyVvMpcrYccGSCC1g0UyBoIj1qRXsjnsKhTKBLitSNeBs7DbcQqSWFlOrZZshT6HrQfqWzcawIQBn3qO/DKQFyoKqCqkWV1JgNVU0vuhZ+mxeWTIMASInSJ/CDW32uTMz59zkyC+//NJACIBWcyLe0+VyARHhdr8jLwuu12vL3nQmm5/J2D+6jfeY1roqpFSUukPLhlI2MAqqFLy/fwWrYk0Z5vNCADO8gD2AIQmHEwaEIEZsDddasV6sXkaAZfOB/z4QdtzDAFtHf/nLX3C5XPDp0ycAUXgT2LYdX758wefPnx8Il4/v0d/H6NqVUrIA+/u9uZyKCC6XC97f3szyEeuUGag87CNmhTN0IG3NR3+mNf+NfflbzUjqxz3/8aQfb38EAInzGsmn9LQ73yIiKaxsnEGaUJXAXBu4Pb+/ffPZFUdLxugaZFaKvr9/1LczPe14PJrspe0rPwRsyJ5/jH1qh3R+wl7tPfQxj/kgsxYyEWwrMkBANMujRsoiY9Q5xufJx1pww0/ZOvly1C+qbE3nW5aly8dwzedjlMzPaT8dgPS4Anu74dlE5AGgzZffJ5HJaORckd3fLSUyAJIYnHhSHgBgSWMsxZz29qOfeHGjsh2T/tmEfgYoxjai1jg+Tsq2MbvPXpt04fKqcwYEoPsVhoWBqbaNPwCCsUSzoH5sfYmNC5qIUNvvrhjF/VTAGX0dtr+b//NsRu0MKBGhCsCUkNIwLtAhYaO9b0vVSf4ZYLdCEGDxHx7k3Ulrtzp4dqhIHSikAEXV9j4OtVZo6QoRDwp5U/SbBDJXK6uvwEAyhl7JiqNtxeM7PKUg7tt0r6OycvY5hNO0iTrFbGlk+6YucEtNy1K0gNLqGS8KailIC3mcUkXibGsFAtJq7LcWLOmCm/Qq38wJTKmlXox5HL75wZSKCGrp1ocxaDUKJrIohBMk2J7kz+puZHG/ZXlxpXNzICrInJHyMsx3ctaM3G3S5ENOKwCzoLVswugkg/tNIqUAWvETGrMDVyhUzNqQoF5zRVH3DXUrWBgo2zu2csfCAMuOen9DZsK6MHJm1N2qXC+Jobc3ULkjOZgwF8kFKhvgrpPmorMByC3GpK1VEbfMaWOwALFq96Iev+NMO2CWLYGBNf/dlFcCCUDs8SEgi1GhhCW5y1UtqBWo5Q5dL8jrJ+hSsaSKuitWFtz3DQCjKgFOAIlaYHQARJI8rN9ukYuEEJ6ZFdxktmLfKl6vCaQJX397x7IkLAsjX1Zn4xnbzeIDGIq671iuV6wvL1BVvL299QQEB+XhR9nVs3Zcq/M+4wyoKFgZr8tqgf3lDtnfLXWyVkBueH//CqBgyT7/3c+byHz3swtTIxDCldTSZqqqEQhpgSAjpRVVCEkTEi8QSsjLC5gSSqldcUeXy7ZeOjO6LAvu93tX/N/fu3J02AMCJAKYrE9HIDLHXjioVpsDUjeQmkQuUhqxlRfG/XbDekn461//iuWymisgKTgnUBbU8g5VWxt7RbP2MgGWbt9ceCklxyRqc32MX6RqcxT8oFMbqdWfZZozavezlOlsbs/D228gEnBfe4+noV77yNYf+Xv3OJtms5w1XBVAy3NAYutqBNto90xs431GciXfRI8AUkSQKHlVeQXEsuktSXHJwJ4ZUlOr4WP1toJY1DEKLHqLII7DW6W71wFh1Bav2UQALOkTjZc4NG3vSMdUl24Ls+dV1CF24jiujHjP1evOuGXdOR8mSxzkfB363q3Neg4iJOo6kEIgWlsMRugpQQik3GvmTJlKAWSXzcfGzBDqZFg8R6kV27ZBNTUlcJ6nirIXkAOQupkl0WQBebr6BE2P9/x7t58OQExxBhCvgBqR48X1aKoUHilecybk7Fmv/CcCWM+ycxyFyRkzFN8dhfP43eMGdmRfv8eMeMbIHZFtAyNuwo+45O5iBHexmK7cFjvRwR+zZZIy4fzxvDsfIx1UtbHfoQbTFMsRsTLWn9E024GWv3cBxF2bjrEyVhyETt5d0yWd0GUPug/3rs62nSnyfeCesaNh7RmsIe2LdDjTOpRybsFjqordAydDMIfb2RnDNbK1MQZjMOg5SBlYRfjz4djf6HVsigpwba4hpm27mVoV4u5O0Regb2ijFa0HyXVrQYxlbGTjMxEAGTY81f6O2DfKACCx/gAgsu0QJYwFmKZxoxjbUQHo7/1D9tcGZVhJXSFghq2bsqPWHSoVSStWBmS/Y0GF6g7sBkguCwFSoHvFXi0dbyJAdgHVDaSmaCncouEbKVwZYSbkywotDkhUm5VC1Fh0cmWKQpmKQmoJvijcCtrwVFudbplIPkzV3fXIp0GBaAY1+WnAuqhg396hQpAK8PqCfbtDkSwHllZXqiODkS1q1SASfA644iYEe9fuhrdcVtRakFIvllnCEuNgZXSFfXNG3NxvzUp3v98byzfGgfz+nFBz+17Qogi3T4LWiu32ZkHmdUfdbhZ0rhVSrMggNODvx/cWlVaLoEYBN6hlhMtXV9xduSFGYrfc+xo9yhdbf7OrjMmrva3pcLk620fHRCDHNfa9Y9XlmrvrqsmBqEvwfnv3eBNCLYJ1zUiG1qBq2bmkVAPfDkDElxI5iUCju2rMxEF0hgr73E7w7KWgra8pm17bGxUYgM1IcDSJXZ1YlFB8dRrTPlB4OkUIz+NHAetbU5sPes/ZJdu71KiuYbIKXqTWvE06wTTGccX+8eGwDc84WRYYoOreBMfnxxNrjc6Awv84/Rsxue2ZxzFAJ3BDT7E9wwEi4lk9BoViDvEUN1hFGrgKDwNt++isWh+jRxR9X5chYVCMaay92APLkCkyfh8BcIzxOByqsDpORLA6vEZkQCsUabrvz2o/HYA0hBxgg+CAw9KM0ThRuE+cnI1pDGVoVP7iutGOyv24aEfG5swKMgaxHRcy0IHH6GJ0XEgfKUHH/o2sGjuLCWefa5W+b50qsnHfeXOjtjBMRdXT/sSinuNjJgDC41W7EglgyroFhP7T2YG5r3ZGBPz3v43CgEK7nza4WJzButh1YG4uydOL6gyCQhiJOkszPv+0Zk142BjTMMTO2g5fizmXHXjY/KOwwk4gZxQ9x7kwKtzjhn4EIKO1rPt5DsyMLxLm4KFaGpMGSVQttSqnPsfGfyNexYClK/HDpiPunhM/sZnYvdH6NwKpo/LzAPrZXHfiO+Nzjy5752DCXZOcebIXJADSRCQ8fm9mi7pCGNf0OA/xQoJiP4wdct8A2cEQSLkjM6D7jlLugJjbGKvXAVGv7Cy7gw9jbtUqM+J+fwfKjtX7V6WCbfLae3ELHiJOxN212nF3CdQioDUDymZJIQEvvRChiQtTJqDUilfahmnzxnqQjFMMl4i8uJuBQmVH1QXV6hJajZAEUPNftnUbLF1zs/BlLG3Yo/o09TXsNS9eXl+x7zcQM/KamsITc2P1eCQRwXq5YHeGP+JC/ujUsDY9vk+phqqNRWSukwqtBWUztyuoWcRG/+BwlHy+P7h89HeUU4a0gq+eOMNlaWjYCrR962xPDDlxJGdCrqoq1nU9VfxGxWi0Yp+Rah81s5gN9bn6ILqMmt9jXrLHiRRL4lHMqksqDYAYiaFeM4fA436v3cZp29gTzV7HsTxro2Af64KpG1lGcigw5kwCAWiu0tyyVMX/5/sbcdPvToe+dWW4xyCe6T/HfeRbAMSyi8VwWEHkvBDyrshZUWsPfu7z62MQQoc5N4HWwx73ve1x2fRRHHWLdp/4nusGVrotrMQeB5os1Nz2nCMAifhasyRQ87YIY6Q0bQAAE3xJREFU2Td634ydo7mKupMr4tajetiPjMSBJ7HZUQKA+N4qarW9ah1InsOAiPYUyKqWJZXYY4O0QDVB6J+FCL3+Qi8gGOCDmZBTBAeHFSRYF6uuPTKxo1vTEQCMk+9bAYojqg9BPl5zVARHwDCnnfuxdsaA2HVGbdYmsd0PEY/bFkAHH5g2OaCp+LZAmmQ57YkHTPlvI8OByPzUF9z4PcjjeJNLfFFpC6T1F/A4Cv+M/h1CgKbH2hKN4WFq80QVqNWCyDURpDrYcuBhXi5m/dFRwB/mgL1PIILMTTjG2HVoRmQBs8uyYFkW5JywXJf2bEeWh+L5h+9HO7KUR8U9+nUEInZexID4+2hjpOZmoMV6He9BFErGoJhffbiq9OflfLF7tPdkfbtcLrhvHRAE6Iq5z55aeQQ0x3d2NubgXsV1bDEOY72RWZGKcTEA0txKwFNBw8d17v2T2hhI91cyBU+KWT2Kgw4xMz3JDpV3JLVaH6gbuN6tuB8ErAYyCLBMVGIpbiFWpNNYZ2kLV0Sw3W7QsiNfL0icGrAkNXdJrWb1SDD5uO+7WUBCqQommwCqALFbGQi2qbenNSuP7W3kClmQA6HkxibrySyqAKggrgAXkDKKmNKZ8oJaN7PQpgqlAk0C4sWVy3DJS75hogn2qHpOxKhlM8jCDKmC7X7DvldcXq7Gui49Pi9IhwhUH8FvZGVq843ZYnWGefS97czaeJTpx3NUFVotbbRWSyBQi1k/LMi+QqVAtTiwjWQINl+PCm8oMCYLua1DEFpdgMS5ua/ZnpiaMndsRxKAD1Z+EZksSMz8kOmqE1uPZMJx7T5jnsdmKcnNFVYcVOhQDyZcDZdlxbqsIFgGwVoqStlRSk+lzg5iCeZemdlcPm29wcCJd4MAaI1YqS4zvcP+AP05pnnVTunvJ64a/7XfiZqLlaox/H2s3Bri6VcjSeeUZMRb4j7Gx/kYHsG2s/MAaB73j/6Ij+BrfJ+NeFL22EKCqrl0WXHn+rCmiOhs2rVjUZvtOG/CCna2vz1be+OzjVmm2vn+mY9ravhsrv1erDoxWuFkooZhmC0u1FwgAYDMHZnGsR32bh+ntg69iVvptlLb7LC9Vrr7Gs17JZG5pVGtqDViBZ0sCjCjPr9Upu9FK9JmQj8unQgSFZR/AhAgL9wGzxTKbg3JmZAcldpxdTBCWDw15xkL84xRegY65gXRlccxY9HxvGcuVyPbcHa/Ixt19nsAn54tKoKhTeLoUIU7JlikCLZr+bm9U/36gNd0OFnY7WrehrTDoBGcdeATQmQyDxzASXUwEN/hMQBK5++EgA4fyiOYbOcMwgIREK7Bxtgfm2sNacvDHalqR2HbSS21mh3eMRVCi9IFhfNoc1PIXqBuWTJyProI9c+M9BSATML/g/kynh8B963jOjObJoQtlae6s70TKwjQEhm6GDGfzU6V8mHzcgZlXVfs5T71aQRNkTr37BnPAHY/cQYzx7U2WoiOoIaIoR4LYfNfkRiY43dOmqrXGTE3KUiFio0X6gaUAtKKhWEWjmpBxKgbiLzuhxaoVrBascFSPW4jVAAxXssKSYrPOfufVouN+fTpE+p2bxYy2zgJlJK5YfkMdvjQLXiHuWHMlo8Pc18aPtc5WB0HGubGQ36uxX7092YBzEwEpeRB+QqQIolCWZDd0lM9xkdJUWAkCCs5wydgLA4GFOJKMnFCQjIrEDkbXQWoFSQJiYD9dgPnDKZ1mi+R9SoypRHxdKzJzcO8O87J30MSjWM+/rSEIQKfU2b5qGWHlDv2/QaVzYCIVKCBBE8kQXN/4hnb/jHFKZiSY/ukE28pITiVkGu2h9HDszcAclAGI5g2xnDMnjP+iFR8+fKlyb1xTI+fx3Ge91dp7zCO9/pI3aoSIGxdV6sGXQ2QVDE2WNQU9861WSUagRmhrCBoP4YoRqsAUwUrNVe+cIe0bbPvjSMAiXELNly1x3vYM47uXDPgU5c3FO6mCCsMXIb5fZk91ut8fxgtGCPQYOp3HkHV2d6hfn9M8+EAKBBjAt9nfe/mTuwc+xYxZkfdp3mnDFPjqDuJ9L6e6VRnz2DPym2eq/qYxNo6zsXhd4YBu+x145q+oN2NLojKUdeJOJaYz/Ne5ba4A6jqhHHXrmSK7e3uuPEu+7tBcEn2Vlo8NIwojgQzEfg67XmWiCWscmNpRlJChaLQP12wsKyjkNNm8WBmLCk+27kmcP1vmMEHMG84p0rroT2zlIysx2j5+GhxPMYvPAc8cf6zPrXjzgi1tLSLBVkL2QSCzs88B/Sfbz50BCfjvYFDXY4hxgOPAm0qTCjn1wSMbRq/2uuy6HSNsa+q3EDImGY1WgvyCjNQ3It60Ho/Nx8Ewjk7b9dnCFk1cVvPgz976oxrABCzgmTMLp/zM/FhaD4CIA+jd1AiuosS0DY6QasFYucBlnHK2BUZzGWE+R4Wg+H3aYI2hJ0pk6M7x5mlj/kxiG58lsfsZ/NIxbUChEx9+3CMCEyWSc3YX9vaRXqg+UN/bKcytpQ8HooUVSvqfbOgfBWrYC4KqVa1GrXAIgu8SrUXC1SpqDCGCuKMGdQUxXjApiEyAPHNSK0KfTZAA5+TbAnjXUmw82sVc+9yBaattXgmIgzTAREMHiCtgw8bz+rDQGrKgaVwdlCbFvtOIoATXA80QFEFRAJsdyT2opDFKqQr3i1gOHm8jiqiiIAlmVjAyFApQDHW36pcZ6ASaim4/inj7f1uiR1U3MrTFZPb7dY+M1kmrHGOjHFJY3zScd78VwDI2EZ5IlLdClKhxQoOat0BqZC6o5Y74OxlY8tPtoZQ7KvXDzrKhG7t7wA9rFlWDPUke88JmDgei3Ha9x37vreYnFGZVAXu9/tp5shRPp99bmCt1B6EnBL2rQzndbciIz3CBbArbgFepFb4Nx3kw5hrsbTsialbPVw2RG+TCFhCtwgl0scC0q+Hea6EiDWYY8Vch1F+eJ9tbw7FViKuMPbU/n/1T0YWzO8u3vtRSQ8LxUOygLjeCRA5mwtTMVaPASF3+7P8g+ZdYERRJ4ym68FTcQ+g7ZRwwhGARI9/vI26iQzgI+TofOsBgLj1KyXPJUm2f0btD9sf7D3ZXB/A3qB3VgcAtQJBboZVY9YXAR1UbTtu58ceMr6L8d0suQOLAOU2D00/EhGoxyX0vdT2nwj1DADcnh+KqkYg/ez20wHIuh5dUOAggz07QEwqeKHBcNvpDHawNs9Y1uPm8xFTG5vXmYA9M5HGsbMN7plS+T1Kp4h4PZO4L3zCuQkvu5/gNNmtCnqw1tGkTfCeUexZiwDS8TmAWVG0Y/P3ZEi7e4xPMJcYDDE8/ZlrxFwMY2OsRPcRJxo3XrtmdeuMHCxBTbQPwzoGTo4+z0dQE4vXTLIysBbOhnACe178ACDrupob4TIzZ9McOwFZ4+cjyzW2UKQev0tNuIAs8DUeuqWaDrYuQJejNj1c396Z9IJQAEDa2UHQtCZGhaJvQM83kTMl8Hg8ip+N5xwByJxMwDY9AxqxeXj9ig/KRSlgvvhaLVCVLGaD1YoMXq8r6r5BS4GUHVKssGC2YjPmxhckAVncic2nBLBXL2/8pA68k8sETSC24oIKcWU9TPEmx0z3N2GnUvxcr5GjCkSxyME9AwT0Geivn5L9cHIG0M/nZGRDys79eRA5Z4AXwK3M6gU6G0tfKxInlLK7pcySAtdScUlOiuwApwWZCCWCyPMF27ZDiLBcrqbYKJDyYmAuWbZ7EkEtd3x6+dwKdqbcgUWkRg/3QeCctd/3HTjMnf+OFsy9iqWNFreCRbFKqQWlmPXDkhsAo+rZ2rO9A3MMADCD+MaoW8EBwC0kZ+2j/YaoJwGoteJ+v2Nd1wcgwcz4/PnzVBfke1vIi1J73M71evX+dBY+5wxSKzC5rqutFamAmDtKrRW1OAAhwuBE6PcxC7/FMqFZPWJhkCpYXI9QBWuMDcCksFKbzwCIwgrknj7h0Iserxn7s5E0pqhG1iOzHsJdg9EsE2fvZ/w32rGQKp18Jz5PxI5X3453+hEAgRoFF3WyAnzEdzoppS171lFXsr3/XM/BQ8+/v8V7j6ucBeVjONaf360LfdkAFVCtUI0xYQ8PsHemUEsBDTQ9CjCLVa0WEF6H+N3JwmNsS7u/hCeGg1OedLVjMp7uJhn/xsPLIUFPA/kigCccedRXLcFAVWCvBT+7/XQAcllGk97MZKmGqX1g8wCrvTBM6NFN6qyNyvPRilFHM5r/LZSB8fxv3ePYjgLgeKwBroE5aT6dziSqVAg8bZ4CnEPZcrOlzBNUxLN6qg7xItp8TY37JP/OvNmFWf5h7Bq7pP27J88rPcr0QYmOYyTdFSNakUc/xCKWd5xIhyJbisSjEB3X9HF8hy6j9wvowWl2LNzWqH1PvQYDEQGZmkLOvCAvC3LiFhRpaUJtQ8pLKMfDfePfQ1zsNDcOm9k8xdxc7wWPxkD/zm6hMf6irhAB0MSoVMAolj5YXe1hC2YupWJZl1ZvIH6q7CBKYGTkvLSxqbIjpxVSN5hbF4NgLjrHZzsKvTNGtv+CZi4XKYgtpYEMOmd02/j4/ZlzE97LkjxDSGS/8eJLqlAUKHVrRtkLSAoyTBjy/R37/Q4rNAibFCl7KmdzAUmckDhDq61TaEURBVENrAolQdXqho/sm7oiZbIAbhVU8fHyDCqUrLCfEiCoqNvdmNu8ms/y5QLUirLv0LuBpJQThIDkzLnVYyMoLagKS6vJKyhZzRcASEtqrixQKwTJHoCnbC5Zda/gxYoYltuGIoKXzwvK7TcAwHYXT43M0H2HQLFcVlzWK6Tu2EsF3m6gvCJfr/BFgpwL3m4bUsrg9QIGYasVvKx4+8sdy/qC+29fQesFigrlipXNuUalACr49OmKRIzbZpmbyF1pqojVLMhLk2fBmj9tj0zKfGxY0AqPZ5EKqQIWA7EQQSlhKauo+x0Qs36QWHB6CmKHHsHH+PtooVVgdl1xnyMiBsSAY1FCpgWEDFXPGiiY3OtCyY8fcy8ZPnOy+cfGqn769NIszLUGIQMnwWw9llKGOgiP++r8PMbymltotfolWqEk2LY7Luvicsv6wmlBXq5Y1qutByjMIlax73fctRhI1mPSl164UWsbXoh4AgeYDMwgAx6el6GRXARsROYFwIqktj8nsh8FANZm+UjDy1HyPdV9/gOYhjwutVrNMmJzbfQZxeIyDl1PaVYT9Wx8RJZq24mACKpnmJWHRH0edTKoQlvBd6uvhHbd5FYNctfZ2KeUYK6RMB2kuzEJlC0d77om7JWRNINqQvV6V6GQ2Hv2a7gcr0XNOhrEIMVciXPHGL9AZGZdOLovM3q8sKJA3NJrbvodWABhbXIQ1Fxz0RPFQDsxwwmWKtrkb1FA9uoB+bavk5ZJ90nMTdeqApSigyrC7R222A17wfBUQFbzSq28QQpQyGYBU4+N3apfI2JTB93ito8AYgQh8PfQ51Mj8Ry0OzWJn91+OgDhE2Qc7cFSEPsBtEsYb5PgOyD+0RR5Zqk4E5w4HDs9x+911u/TfuHR9coUpOHfmCQhEYfrzFYedTe/PslVo2q753qWblrv1yHgpPBPdHPSDY/f+5CpeBzveMLxdwvMK+PhkW8azrPgLxoWz+jmFSzG2T07ExJ97+B2tMz0+TD2nREpARUmlJkInGBMrRe7XBbGshoIMQDXrTExV8/mRvRvGrfWTz2wayOrBtARrcDuyexube6rb/0WKFUAxdQMHQP9A1i5FcPdHsHmCpNzJHfIjatVPVmPh/aMaf7IIhm/h7IYgDAUijFAfbzvuB6DtDAQXrHvrqgBrvg7WhcFUCBiWYlYPEWy2pykKrjXd0AVVWROHQwAlEDZMorUUpHZrBlQq0VU3d2GSJFWs6QQmxuDlNo2VoITDHBgmO05E2dgL/a3Uuz6Usy9RwVfvtwAIiROyNdPWDkDTEiquG8bODHyZQE4YRfFNa/gvGCrgFAG5wWqAiEPVk/U2Tcfd0v84KLHM69kIlxSxtf/97/NApgzSARUbJ6/LAuq7Nj+86/YVJHSAgjw+vICLXfI21csLxcQL9i//g2f8wXlvWD7jw18uSBfX8FYseRfcH/bkV9+BekCqQWyA9UB9LJkvH35gv1+Q0oZYMa+3ZFSxl4q7ttulqK8Ii89jeWxHVbf1J5tyQ2iqycvUE+L7EGi0OqJDYoBJQcfHELkZO32+T+vhZjLtgIGNhRu+TKWyi2y2a1lVrm+r5txnR5+KPV33tZexJ30jEpE7qbiMpKIWvxHsPoftbY3ScSija6vDk6gyDmjlAJOjH0vkL1gWVbb04iQAL9GBXSHoALEyENyk8OIepD63Jc+jubPH/U6ifroNCVdDHQsQVC5ZjveSecUVS27nUooraGIoyn7YdmKvQ00yENtUYsOpMJFCbYu0d21uJ1v7mDjf/6E03bNI5b2+7JPhSbffHQ0HhmmrJrXgoBZ7afNrQC6ds/IvPSgMym5LLX7WtFUnxOwa/fX6M9MAZbmFUnoQDISqHTQoa1f4S4GdKtCzNeiPYukZaOCW6x0WAeP+9xYDiLeUdtHASjNTKO2MQFQ+niEC6X1AQAYlchBrO8Jqk4A9DGN4PV2/xNeJcjlo8WkeRCEPkPnLtF/7/b/AfcYuszPF+FrAAAAAElFTkSuQmCC"}, "created": "2022-09-25T09:24:00-07:00", "created_utc": "2022-09-25T16:24:00+00:00", "updated": "2022-09-26T20:08:28-07:00", "updated_utc": "2022-09-27T03:08:28+00:00", "shot_hash": "02cffdf51d48cd639d9f59c3241d45c8", "slug": "whisky-sour"}, {"path": "cookiecutter_conditionally-creating-directories.md", "topic": "cookiecutter", "title": "Conditionally creating directories in cookiecutter", "url": "https://github.com/simonw/til/blob/main/cookiecutter/conditionally-creating-directories.md", "body": "I wanted my [datasette-plugin](https://github.com/simonw/datasette-plugin) cookiecutter template to create empty `static` and `templates` directories if the user replied `y` to the `include_static_directory` and `include_templates_directory` prompts.\n\nThe solution was to add a `hooks/post_gen_project.py` script containing the following:\n\n```python\nimport os\nimport shutil\n\n\ninclude_static_directory = bool(\"{{ cookiecutter.include_static_directory }}\")\ninclude_templates_directory = bool(\"{{ cookiecutter.include_templates_directory }}\")\n\n\nif include_static_directory:\n    os.makedirs(\n        os.path.join(\n            os.getcwd(),\n            \"datasette_{{ cookiecutter.underscored }}\",\n            \"static\",\n        )\n    )\n\n\nif include_templates_directory:\n    os.makedirs(\n        os.path.join(\n            os.getcwd(),\n            \"datasette_{{ cookiecutter.underscored }}\",\n            \"templates\",\n        )\n    )\n```\n\nNote that these scripts are run through the cookiecutter Jinja template system, so they can use `{{ }}` Jinja syntax to read cookiecutter inputs.", "html": "<p>I wanted my <a href=\"https://github.com/simonw/datasette-plugin\">datasette-plugin</a> cookiecutter template to create empty <code>static</code> and <code>templates</code> directories if the user replied <code>y</code> to the <code>include_static_directory</code> and <code>include_templates_directory</code> prompts.</p>\n<p>The solution was to add a <code>hooks/post_gen_project.py</code> script containing the following:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">import</span> <span class=\"pl-s1\">os</span>\n<span class=\"pl-k\">import</span> <span class=\"pl-s1\">shutil</span>\n\n\n<span class=\"pl-s1\">include_static_directory</span> <span class=\"pl-c1\">=</span> <span class=\"pl-en\">bool</span>(<span class=\"pl-s\">\"{{ cookiecutter.include_static_directory }}\"</span>)\n<span class=\"pl-s1\">include_templates_directory</span> <span class=\"pl-c1\">=</span> <span class=\"pl-en\">bool</span>(<span class=\"pl-s\">\"{{ cookiecutter.include_templates_directory }}\"</span>)\n\n\n<span class=\"pl-k\">if</span> <span class=\"pl-s1\">include_static_directory</span>:\n    <span class=\"pl-s1\">os</span>.<span class=\"pl-en\">makedirs</span>(\n        <span class=\"pl-s1\">os</span>.<span class=\"pl-s1\">path</span>.<span class=\"pl-en\">join</span>(\n            <span class=\"pl-s1\">os</span>.<span class=\"pl-en\">getcwd</span>(),\n            <span class=\"pl-s\">\"datasette_{{ cookiecutter.underscored }}\"</span>,\n            <span class=\"pl-s\">\"static\"</span>,\n        )\n    )\n\n\n<span class=\"pl-k\">if</span> <span class=\"pl-s1\">include_templates_directory</span>:\n    <span class=\"pl-s1\">os</span>.<span class=\"pl-en\">makedirs</span>(\n        <span class=\"pl-s1\">os</span>.<span class=\"pl-s1\">path</span>.<span class=\"pl-en\">join</span>(\n            <span class=\"pl-s1\">os</span>.<span class=\"pl-en\">getcwd</span>(),\n            <span class=\"pl-s\">\"datasette_{{ cookiecutter.underscored }}\"</span>,\n            <span class=\"pl-s\">\"templates\"</span>,\n        )\n    )</pre></div>\n<p>Note that these scripts are run through the cookiecutter Jinja template system, so they can use <code>{{ }}</code> Jinja syntax to read cookiecutter inputs.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-01-27T15:56:28-08:00", "created_utc": "2021-01-27T23:56:28+00:00", "updated": "2021-01-27T15:56:28-08:00", "updated_utc": "2021-01-27T23:56:28+00:00", "shot_hash": "e0f45335a94143e5aac8b22e5820e564", "slug": "conditionally-creating-directories"}, {"path": "cookiecutter_pytest-for-cookiecutter.md", "topic": "cookiecutter", "title": "Testing cookiecutter templates with pytest", "url": "https://github.com/simonw/til/blob/main/cookiecutter/pytest-for-cookiecutter.md", "body": "I added some unit tests to my [datasette-plugin](https://github.com/simonw/datasette-plugin) cookiecutter template today, since the latest features involved adding a `hooks/post_gen_project.py` script.\n\nHere's [the full test script](https://github.com/simonw/datasette-plugin/blob/503e6fef8e1000ab70103a61571d47ce966064ba/tests/test_cookiecutter_template.py) I wrote. It lives in `tests/test_cookiecutter_template.py` in the root of the repository.\n\nTo run the tests I have to use `pytest tests` because running just `pytest` gets confused when it tries to run the templated tests that form part of the cookiecutter template.\n\nThe pattern I'm using looks like this:\n\n```python\nfrom cookiecutter.main import cookiecutter\nimport pathlib\n\nTEMPLATE_DIRECTORY = str(pathlib.Path(__file__).parent.parent)\n\n\ndef test_static_and_templates(tmpdir):\n    cookiecutter(\n        template=TEMPLATE_DIRECTORY,\n        output_dir=str(tmpdir),\n        no_input=True,\n        extra_context={\n            \"plugin_name\": \"foo\",\n            \"description\": \"blah\",\n            \"include_templates_directory\": \"y\",\n            \"include_static_directory\": \"y\",\n        },\n    )\n    assert paths(tmpdir) == {\n        \"datasette-foo\",\n        \"datasette-foo/.github\",\n        \"datasette-foo/.github/workflows\",\n        \"datasette-foo/.github/workflows/publish.yml\",\n        \"datasette-foo/.github/workflows/test.yml\",\n        \"datasette-foo/.gitignore\",\n        \"datasette-foo/datasette_foo\",\n        \"datasette-foo/datasette_foo/__init__.py\",\n        \"datasette-foo/datasette_foo/static\",\n        \"datasette-foo/datasette_foo/templates\",\n        \"datasette-foo/README.md\",\n        \"datasette-foo/setup.py\",\n        \"datasette-foo/tests\",\n        \"datasette-foo/tests/test_foo.py\",\n    }\n    setup_py = (tmpdir / \"datasette-foo\" / \"setup.py\").read_text(\"utf-8\")\n    assert (\n        'package_data={\\n        \"datasette_foo\": [\"static/*\", \"templates/*\"]\\n    }'\n    ) in setup_py\n\n\ndef paths(directory):\n    paths = list(pathlib.Path(directory).glob(\"**/*\"))\n    paths = [r.relative_to(directory) for r in paths]\n    return {str(f) for f in paths if str(f) != \".\"}\n```", "html": "<p>I added some unit tests to my <a href=\"https://github.com/simonw/datasette-plugin\">datasette-plugin</a> cookiecutter template today, since the latest features involved adding a <code>hooks/post_gen_project.py</code> script.</p>\n<p>Here's <a href=\"https://github.com/simonw/datasette-plugin/blob/503e6fef8e1000ab70103a61571d47ce966064ba/tests/test_cookiecutter_template.py\">the full test script</a> I wrote. It lives in <code>tests/test_cookiecutter_template.py</code> in the root of the repository.</p>\n<p>To run the tests I have to use <code>pytest tests</code> because running just <code>pytest</code> gets confused when it tries to run the templated tests that form part of the cookiecutter template.</p>\n<p>The pattern I'm using looks like this:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">cookiecutter</span>.<span class=\"pl-s1\">main</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">cookiecutter</span>\n<span class=\"pl-k\">import</span> <span class=\"pl-s1\">pathlib</span>\n\n<span class=\"pl-v\">TEMPLATE_DIRECTORY</span> <span class=\"pl-c1\">=</span> <span class=\"pl-en\">str</span>(<span class=\"pl-s1\">pathlib</span>.<span class=\"pl-v\">Path</span>(<span class=\"pl-s1\">__file__</span>).<span class=\"pl-s1\">parent</span>.<span class=\"pl-s1\">parent</span>)\n\n\n<span class=\"pl-k\">def</span> <span class=\"pl-en\">test_static_and_templates</span>(<span class=\"pl-s1\">tmpdir</span>):\n    <span class=\"pl-en\">cookiecutter</span>(\n        <span class=\"pl-s1\">template</span><span class=\"pl-c1\">=</span><span class=\"pl-v\">TEMPLATE_DIRECTORY</span>,\n        <span class=\"pl-s1\">output_dir</span><span class=\"pl-c1\">=</span><span class=\"pl-en\">str</span>(<span class=\"pl-s1\">tmpdir</span>),\n        <span class=\"pl-s1\">no_input</span><span class=\"pl-c1\">=</span><span class=\"pl-c1\">True</span>,\n        <span class=\"pl-s1\">extra_context</span><span class=\"pl-c1\">=</span>{\n            <span class=\"pl-s\">\"plugin_name\"</span>: <span class=\"pl-s\">\"foo\"</span>,\n            <span class=\"pl-s\">\"description\"</span>: <span class=\"pl-s\">\"blah\"</span>,\n            <span class=\"pl-s\">\"include_templates_directory\"</span>: <span class=\"pl-s\">\"y\"</span>,\n            <span class=\"pl-s\">\"include_static_directory\"</span>: <span class=\"pl-s\">\"y\"</span>,\n        },\n    )\n    <span class=\"pl-k\">assert</span> <span class=\"pl-en\">paths</span>(<span class=\"pl-s1\">tmpdir</span>) <span class=\"pl-c1\">==</span> {\n        <span class=\"pl-s\">\"datasette-foo\"</span>,\n        <span class=\"pl-s\">\"datasette-foo/.github\"</span>,\n        <span class=\"pl-s\">\"datasette-foo/.github/workflows\"</span>,\n        <span class=\"pl-s\">\"datasette-foo/.github/workflows/publish.yml\"</span>,\n        <span class=\"pl-s\">\"datasette-foo/.github/workflows/test.yml\"</span>,\n        <span class=\"pl-s\">\"datasette-foo/.gitignore\"</span>,\n        <span class=\"pl-s\">\"datasette-foo/datasette_foo\"</span>,\n        <span class=\"pl-s\">\"datasette-foo/datasette_foo/__init__.py\"</span>,\n        <span class=\"pl-s\">\"datasette-foo/datasette_foo/static\"</span>,\n        <span class=\"pl-s\">\"datasette-foo/datasette_foo/templates\"</span>,\n        <span class=\"pl-s\">\"datasette-foo/README.md\"</span>,\n        <span class=\"pl-s\">\"datasette-foo/setup.py\"</span>,\n        <span class=\"pl-s\">\"datasette-foo/tests\"</span>,\n        <span class=\"pl-s\">\"datasette-foo/tests/test_foo.py\"</span>,\n    }\n    <span class=\"pl-s1\">setup_py</span> <span class=\"pl-c1\">=</span> (<span class=\"pl-s1\">tmpdir</span> <span class=\"pl-c1\">/</span> <span class=\"pl-s\">\"datasette-foo\"</span> <span class=\"pl-c1\">/</span> <span class=\"pl-s\">\"setup.py\"</span>).<span class=\"pl-en\">read_text</span>(<span class=\"pl-s\">\"utf-8\"</span>)\n    <span class=\"pl-k\">assert</span> (\n        <span class=\"pl-s\">'package_data={<span class=\"pl-cce\">\\n</span>        \"datasette_foo\": [\"static/*\", \"templates/*\"]<span class=\"pl-cce\">\\n</span>    }'</span>\n    ) <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">setup_py</span>\n\n\n<span class=\"pl-k\">def</span> <span class=\"pl-en\">paths</span>(<span class=\"pl-s1\">directory</span>):\n    <span class=\"pl-s1\">paths</span> <span class=\"pl-c1\">=</span> <span class=\"pl-en\">list</span>(<span class=\"pl-s1\">pathlib</span>.<span class=\"pl-v\">Path</span>(<span class=\"pl-s1\">directory</span>).<span class=\"pl-en\">glob</span>(<span class=\"pl-s\">\"**/*\"</span>))\n    <span class=\"pl-s1\">paths</span> <span class=\"pl-c1\">=</span> [<span class=\"pl-s1\">r</span>.<span class=\"pl-en\">relative_to</span>(<span class=\"pl-s1\">directory</span>) <span class=\"pl-k\">for</span> <span class=\"pl-s1\">r</span> <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">paths</span>]\n    <span class=\"pl-k\">return</span> {<span class=\"pl-en\">str</span>(<span class=\"pl-s1\">f</span>) <span class=\"pl-k\">for</span> <span class=\"pl-s1\">f</span> <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">paths</span> <span class=\"pl-k\">if</span> <span class=\"pl-en\">str</span>(<span class=\"pl-s1\">f</span>) <span class=\"pl-c1\">!=</span> <span class=\"pl-s\">\".\"</span>}</pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-01-27T15:50:02-08:00", "created_utc": "2021-01-27T23:50:02+00:00", "updated": "2021-01-27T15:58:29-08:00", "updated_utc": "2021-01-27T23:58:29+00:00", "shot_hash": "d71fe0d87b578550b41660a4de61ee0f", "slug": "pytest-for-cookiecutter"}, {"path": "datasette_crawling-datasette-with-datasette.md", "topic": "datasette", "title": "Crawling Datasette with Datasette", "url": "https://github.com/simonw/til/blob/main/datasette/crawling-datasette-with-datasette.md", "body": "I wanted to add the new tutorials on https://datasette.io/tutorials to the search index that is used by the https://datasette.io/-/beta search engine.\n\nTo do this, I needed the content of those tutorials in a SQLite database table. But the tutorials are implemented as static pages in [templates/pages/tutorials](https://github.com/simonw/datasette.io/tree/9dffe361b0210b9d8b1f2fb820a3f2193f0f2fc7/templates/pages/tutorials) - so I needed to crawl that content and insert it into a table.\n\nI ended up using a combination of the `datasette.client` mechanism ([documented here](https://docs.datasette.io/en/stable/internals.html#internals-datasette-client)), [Beautiful Soup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) and [sqlite-utils](https://sqlite-utils.readthedocs.io/) - all wrapped up in [a Python script](https://github.com/simonw/datasette.io/blob/9dffe361b0210b9d8b1f2fb820a3f2193f0f2fc7/index_tutorials.py) that's now called as part of [the GitHub Actions build process](https://github.com/simonw/datasette.io/blob/9dffe361b0210b9d8b1f2fb820a3f2193f0f2fc7/scripts/build.sh#L35) for the site.\n\nI'm also using [configuration directory mode](https://docs.datasette.io/en/stable/settings.html#config-dir).\n\nHere's the annotated script:\n\n```python\nimport asyncio\nfrom bs4 import BeautifulSoup as Soup\nfrom datasette.app import Datasette\nimport pathlib\nimport sqlite_utils\n\n# This is an async def function because it needs to call await ds.client\nasync def main():\n    db = sqlite_utils.Database(\"content.db\")\n    # We need to simulate the full https://datasette.io/ site - including all\n    # of its custom templates and plugins. On the command-line we would do this\n    # by running \"datasette .\" - using configuration directory mode. This is\n    # the equivalent of that when constructing the Datasette object directly:\n    ds = Datasette(config_dir=pathlib.Path(\".\"))\n    # Equivalent of fetching the HTML from https://datasette.io/tutorials\n    index_response = await ds.client.get(\"/tutorials\")\n    index_soup = Soup(index_response.text, \"html5lib\")\n    # We want to crawl the links inside <div class=\"content\"><ul>...<a href=\"\">\n    tutorial_links = index_soup.select(\".content ul a\")\n    for link in tutorial_links:\n        # For each one fetch the HTML, e.g. from /tutorials/learn-sql\n        tutorial_response = await ds.client.get(link[\"href\"])\n        # The script should fail loudly if it encounters a broken link\n        assert tutorial_response.status_code == 200\n        # Now we can parse the page and extract the <h1> and <div class=\"content\">\n        soup = Soup(tutorial_response.text, \"html5lib\")\n        # Beautiful Soup makes extracting text easy:\n        title = soup.select(\"h1\")[0].text\n        body = soup.select(\".content\")[0].text\n        # Insert this into the \"tutorials\" table, creating it if it does not exist\n        db[\"tutorials\"].insert(\n            {\n                \"path\": link[\"href\"],\n                \"title\": title,\n                \"body\": body.strip(),\n            },\n            # Treat path, e.g. /tutorials/learn-sql, as the primary key\n            pk=\"path\",\n            # This will over-write any existing records with the same path\n            replace=True,\n        )\n\n\nif __name__ == \"__main__\":\n    # This idiom executes the async function in an event loop:\n    asyncio.run(main())\n```\nIt's then added to the search index by this [Dogsheep Beta](https://datasette.io/tools/dogsheep-beta) search configuration [fragment](https://github.com/simonw/datasette.io/blob/9dffe361b0210b9d8b1f2fb820a3f2193f0f2fc7/templates/dogsheep-beta.yml#L209-L229):\n```yaml\ncontent.db:\n    tutorials:\n        sql: |-\n            select\n              path as key,\n              title,\n              body as search_1,\n              1 as is_public\n            from\n              tutorials\n        display_sql: |-\n            select\n              highlight(\n                body, :q\n              ) as snippet\n            from\n              tutorials\n            where\n              tutorials.path = :key\n        display: |-\n            <h3>Tutorial: <a href=\"{{ key }}\">{{ title }}</a></h3>\n            <p>{{ display.snippet|safe }}</p>\n```\nSee [Building a search engine for datasette.io](https://simonwillison.net/2020/Dec/19/dogsheep-beta/) for more details on exactly how this works.", "html": "<p>I wanted to add the new tutorials on <a href=\"https://datasette.io/tutorials\" rel=\"nofollow\">https://datasette.io/tutorials</a> to the search index that is used by the <a href=\"https://datasette.io/-/beta\" rel=\"nofollow\">https://datasette.io/-/beta</a> search engine.</p>\n<p>To do this, I needed the content of those tutorials in a SQLite database table. But the tutorials are implemented as static pages in <a href=\"https://github.com/simonw/datasette.io/tree/9dffe361b0210b9d8b1f2fb820a3f2193f0f2fc7/templates/pages/tutorials\">templates/pages/tutorials</a> - so I needed to crawl that content and insert it into a table.</p>\n<p>I ended up using a combination of the <code>datasette.client</code> mechanism (<a href=\"https://docs.datasette.io/en/stable/internals.html#internals-datasette-client\" rel=\"nofollow\">documented here</a>), <a href=\"https://www.crummy.com/software/BeautifulSoup/bs4/doc/\" rel=\"nofollow\">Beautiful Soup</a> and <a href=\"https://sqlite-utils.readthedocs.io/\" rel=\"nofollow\">sqlite-utils</a> - all wrapped up in <a href=\"https://github.com/simonw/datasette.io/blob/9dffe361b0210b9d8b1f2fb820a3f2193f0f2fc7/index_tutorials.py\">a Python script</a> that's now called as part of <a href=\"https://github.com/simonw/datasette.io/blob/9dffe361b0210b9d8b1f2fb820a3f2193f0f2fc7/scripts/build.sh#L35\">the GitHub Actions build process</a> for the site.</p>\n<p>I'm also using <a href=\"https://docs.datasette.io/en/stable/settings.html#config-dir\" rel=\"nofollow\">configuration directory mode</a>.</p>\n<p>Here's the annotated script:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">import</span> <span class=\"pl-s1\">asyncio</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">bs4</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">BeautifulSoup</span> <span class=\"pl-k\">as</span> <span class=\"pl-v\">Soup</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">datasette</span>.<span class=\"pl-s1\">app</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">Datasette</span>\n<span class=\"pl-k\">import</span> <span class=\"pl-s1\">pathlib</span>\n<span class=\"pl-k\">import</span> <span class=\"pl-s1\">sqlite_utils</span>\n\n<span class=\"pl-c\"># This is an async def function because it needs to call await ds.client</span>\n<span class=\"pl-k\">async</span> <span class=\"pl-k\">def</span> <span class=\"pl-en\">main</span>():\n    <span class=\"pl-s1\">db</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">sqlite_utils</span>.<span class=\"pl-v\">Database</span>(<span class=\"pl-s\">\"content.db\"</span>)\n    <span class=\"pl-c\"># We need to simulate the full https://datasette.io/ site - including all</span>\n    <span class=\"pl-c\"># of its custom templates and plugins. On the command-line we would do this</span>\n    <span class=\"pl-c\"># by running \"datasette .\" - using configuration directory mode. This is</span>\n    <span class=\"pl-c\"># the equivalent of that when constructing the Datasette object directly:</span>\n    <span class=\"pl-s1\">ds</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">Datasette</span>(<span class=\"pl-s1\">config_dir</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">pathlib</span>.<span class=\"pl-v\">Path</span>(<span class=\"pl-s\">\".\"</span>))\n    <span class=\"pl-c\"># Equivalent of fetching the HTML from https://datasette.io/tutorials</span>\n    <span class=\"pl-s1\">index_response</span> <span class=\"pl-c1\">=</span> <span class=\"pl-k\">await</span> <span class=\"pl-s1\">ds</span>.<span class=\"pl-s1\">client</span>.<span class=\"pl-en\">get</span>(<span class=\"pl-s\">\"/tutorials\"</span>)\n    <span class=\"pl-s1\">index_soup</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">Soup</span>(<span class=\"pl-s1\">index_response</span>.<span class=\"pl-s1\">text</span>, <span class=\"pl-s\">\"html5lib\"</span>)\n    <span class=\"pl-c\"># We want to crawl the links inside &lt;div class=\"content\"&gt;&lt;ul&gt;...&lt;a href=\"\"&gt;</span>\n    <span class=\"pl-s1\">tutorial_links</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">index_soup</span>.<span class=\"pl-en\">select</span>(<span class=\"pl-s\">\".content ul a\"</span>)\n    <span class=\"pl-k\">for</span> <span class=\"pl-s1\">link</span> <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">tutorial_links</span>:\n        <span class=\"pl-c\"># For each one fetch the HTML, e.g. from /tutorials/learn-sql</span>\n        <span class=\"pl-s1\">tutorial_response</span> <span class=\"pl-c1\">=</span> <span class=\"pl-k\">await</span> <span class=\"pl-s1\">ds</span>.<span class=\"pl-s1\">client</span>.<span class=\"pl-en\">get</span>(<span class=\"pl-s1\">link</span>[<span class=\"pl-s\">\"href\"</span>])\n        <span class=\"pl-c\"># The script should fail loudly if it encounters a broken link</span>\n        <span class=\"pl-k\">assert</span> <span class=\"pl-s1\">tutorial_response</span>.<span class=\"pl-s1\">status_code</span> <span class=\"pl-c1\">==</span> <span class=\"pl-c1\">200</span>\n        <span class=\"pl-c\"># Now we can parse the page and extract the &lt;h1&gt; and &lt;div class=\"content\"&gt;</span>\n        <span class=\"pl-s1\">soup</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">Soup</span>(<span class=\"pl-s1\">tutorial_response</span>.<span class=\"pl-s1\">text</span>, <span class=\"pl-s\">\"html5lib\"</span>)\n        <span class=\"pl-c\"># Beautiful Soup makes extracting text easy:</span>\n        <span class=\"pl-s1\">title</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">soup</span>.<span class=\"pl-en\">select</span>(<span class=\"pl-s\">\"h1\"</span>)[<span class=\"pl-c1\">0</span>].<span class=\"pl-s1\">text</span>\n        <span class=\"pl-s1\">body</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">soup</span>.<span class=\"pl-en\">select</span>(<span class=\"pl-s\">\".content\"</span>)[<span class=\"pl-c1\">0</span>].<span class=\"pl-s1\">text</span>\n        <span class=\"pl-c\"># Insert this into the \"tutorials\" table, creating it if it does not exist</span>\n        <span class=\"pl-s1\">db</span>[<span class=\"pl-s\">\"tutorials\"</span>].<span class=\"pl-en\">insert</span>(\n            {\n                <span class=\"pl-s\">\"path\"</span>: <span class=\"pl-s1\">link</span>[<span class=\"pl-s\">\"href\"</span>],\n                <span class=\"pl-s\">\"title\"</span>: <span class=\"pl-s1\">title</span>,\n                <span class=\"pl-s\">\"body\"</span>: <span class=\"pl-s1\">body</span>.<span class=\"pl-en\">strip</span>(),\n            },\n            <span class=\"pl-c\"># Treat path, e.g. /tutorials/learn-sql, as the primary key</span>\n            <span class=\"pl-s1\">pk</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"path\"</span>,\n            <span class=\"pl-c\"># This will over-write any existing records with the same path</span>\n            <span class=\"pl-s1\">replace</span><span class=\"pl-c1\">=</span><span class=\"pl-c1\">True</span>,\n        )\n\n\n<span class=\"pl-k\">if</span> <span class=\"pl-s1\">__name__</span> <span class=\"pl-c1\">==</span> <span class=\"pl-s\">\"__main__\"</span>:\n    <span class=\"pl-c\"># This idiom executes the async function in an event loop:</span>\n    <span class=\"pl-s1\">asyncio</span>.<span class=\"pl-en\">run</span>(<span class=\"pl-en\">main</span>())</pre></div>\n<p>It's then added to the search index by this <a href=\"https://datasette.io/tools/dogsheep-beta\" rel=\"nofollow\">Dogsheep Beta</a> search configuration <a href=\"https://github.com/simonw/datasette.io/blob/9dffe361b0210b9d8b1f2fb820a3f2193f0f2fc7/templates/dogsheep-beta.yml#L209-L229\">fragment</a>:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">content.db</span>:\n    <span class=\"pl-ent\">tutorials</span>:\n        <span class=\"pl-ent\">sql</span>: <span class=\"pl-s\">|-</span>\n<span class=\"pl-s\">            select</span>\n<span class=\"pl-s\">              path as key,</span>\n<span class=\"pl-s\">              title,</span>\n<span class=\"pl-s\">              body as search_1,</span>\n<span class=\"pl-s\">              1 as is_public</span>\n<span class=\"pl-s\">            from</span>\n<span class=\"pl-s\">              tutorials</span>\n<span class=\"pl-s\"></span>        <span class=\"pl-ent\">display_sql</span>: <span class=\"pl-s\">|-</span>\n<span class=\"pl-s\">            select</span>\n<span class=\"pl-s\">              highlight(</span>\n<span class=\"pl-s\">                body, :q</span>\n<span class=\"pl-s\">              ) as snippet</span>\n<span class=\"pl-s\">            from</span>\n<span class=\"pl-s\">              tutorials</span>\n<span class=\"pl-s\">            where</span>\n<span class=\"pl-s\">              tutorials.path = :key</span>\n<span class=\"pl-s\"></span>        <span class=\"pl-ent\">display</span>: <span class=\"pl-s\">|-</span>\n<span class=\"pl-s\">            &lt;h3&gt;Tutorial: &lt;a href=\"{{ key }}\"&gt;{{ title }}&lt;/a&gt;&lt;/h3&gt;</span>\n<span class=\"pl-s\">            &lt;p&gt;{{ display.snippet|safe }}&lt;/p&gt;</span></pre></div>\n<p>See <a href=\"https://simonwillison.net/2020/Dec/19/dogsheep-beta/\" rel=\"nofollow\">Building a search engine for datasette.io</a> for more details on exactly how this works.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-02-27T22:37:16-08:00", "created_utc": "2022-02-28T06:37:16+00:00", "updated": "2022-02-27T22:37:16-08:00", "updated_utc": "2022-02-28T06:37:16+00:00", "shot_hash": "20fa7576084d0bd54463685c205d2be5", "slug": "crawling-datasette-with-datasette"}, {"path": "datasette_datasette-on-replit.md", "topic": "datasette", "title": "Running Datasette on Replit", "url": "https://github.com/simonw/til/blob/main/datasette/datasette-on-replit.md", "body": "I figured out how to run Datasette on https://replit.com/\n\nThe trick is to start a new Python project and then drop the following into the `main.py` file:\n\n```python\nimport uvicorn\nfrom datasette.app import Datasette\n\nds = Datasette(memory=True, files=[])\n\n\nif __name__ == \"__main__\":\n    uvicorn.run(ds.app(), host=\"0.0.0.0\", port=8000)\n```\nReplit is smart enough to automatically create a `pyproject.toml` file with `datasette` and `uvicorn` as dependencies. It will also notice that the application is running on port 8000 and set `https://name-of-prject.your-username.repl.co` to proxy to that port. Plus it will restart the server any time it recieves new traffic (and pause it in between groups of requests).\n\nTo serve a database file, download it using `wget` in the Replit console and add it to the `files=[]` argument. I ran this:\n\n    wget https://datasette.io/content.db\n\nThen changed that first line to:\n\n```python\nds = Datasette(files=[\"content.db\"])\n```\nAnd restarted the server.", "html": "<p>I figured out how to run Datasette on <a href=\"https://replit.com/\" rel=\"nofollow\">https://replit.com/</a></p>\n<p>The trick is to start a new Python project and then drop the following into the <code>main.py</code> file:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">import</span> <span class=\"pl-s1\">uvicorn</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">datasette</span>.<span class=\"pl-s1\">app</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">Datasette</span>\n\n<span class=\"pl-s1\">ds</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">Datasette</span>(<span class=\"pl-s1\">memory</span><span class=\"pl-c1\">=</span><span class=\"pl-c1\">True</span>, <span class=\"pl-s1\">files</span><span class=\"pl-c1\">=</span>[])\n\n\n<span class=\"pl-k\">if</span> <span class=\"pl-s1\">__name__</span> <span class=\"pl-c1\">==</span> <span class=\"pl-s\">\"__main__\"</span>:\n    <span class=\"pl-s1\">uvicorn</span>.<span class=\"pl-en\">run</span>(<span class=\"pl-s1\">ds</span>.<span class=\"pl-en\">app</span>(), <span class=\"pl-s1\">host</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"0.0.0.0\"</span>, <span class=\"pl-s1\">port</span><span class=\"pl-c1\">=</span><span class=\"pl-c1\">8000</span>)</pre></div>\n<p>Replit is smart enough to automatically create a <code>pyproject.toml</code> file with <code>datasette</code> and <code>uvicorn</code> as dependencies. It will also notice that the application is running on port 8000 and set <code>https://name-of-prject.your-username.repl.co</code> to proxy to that port. Plus it will restart the server any time it recieves new traffic (and pause it in between groups of requests).</p>\n<p>To serve a database file, download it using <code>wget</code> in the Replit console and add it to the <code>files=[]</code> argument. I ran this:</p>\n<pre><code>wget https://datasette.io/content.db\n</code></pre>\n<p>Then changed that first line to:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-s1\">ds</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">Datasette</span>(<span class=\"pl-s1\">files</span><span class=\"pl-c1\">=</span>[<span class=\"pl-s\">\"content.db\"</span>])</pre></div>\n<p>And restarted the server.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-05-02T11:50:05-07:00", "created_utc": "2021-05-02T18:50:05+00:00", "updated": "2021-05-02T11:50:05-07:00", "updated_utc": "2021-05-02T18:50:05+00:00", "shot_hash": "96e900155fbcb773fcc32dfbbc2bf55c", "slug": "datasette-on-replit"}, {"path": "datasette_issues-open-for-less-than-x-seconds.md", "topic": "datasette", "title": "Querying for GitHub issues open for less than 60 seconds", "url": "https://github.com/simonw/til/blob/main/datasette/issues-open-for-less-than-x-seconds.md", "body": "While [writing this thread](https://twitter.com/simonw/status/1370390336514658310) about my habit of opening issues and closing them a few seconds later just so I could link to them in a commit message I decided to answer the question \"How many of my issues were open for less than 60 seconds?\"\n\nThanks to [github-to-sqlite](https://datasette.io/tools/github-to-sqlite) I have an [issues database table](https://github-to-sqlite.dogsheep.net/github/issues) containing issues from all of my public projects.\n\nI needed to figure out how to calculate the difference between `closed_at` and `created_at` in seconds. This works:\n\n```sql\nselect strftime('%s',issues.closed_at) - strftime('%s',issues.created_at) as duration_open_in_seconds ...\n```\nI wanted to be able to input the number of seconds as a parameter. I used this:\n```sql\nduration_open_in_seconds < CAST(:max_duration_in_seconds AS INTEGER)\n```\nThis is the full query - [try it out here](https://github-to-sqlite.dogsheep.net/github?sql=select%0D%0A++json_object%28%0D%0A++++%27label%27%2C+repos.full_name+%7C%7C+%27+%23%27+%7C%7C+issues.number%2C%0D%0A++++%27href%27%2C+%27https%3A%2F%2Fgithub.com%2F%27+%7C%7C+repos.full_name+%7C%7C+%27%2Fissues%2F%27+%7C%7C+issues.number%0D%0A++%29+as+link%2C%0D%0A++strftime%28%27%25s%27%2Cissues.closed_at%29+-+strftime%28%27%25s%27%2Cissues.created_at%29+as+duration_open_in_seconds%2C%0D%0A++issues.number+as+issue_number%2C%0D%0A++issues.title%2C%0D%0A++users.login%2C%0D%0A++issues.closed_at%2C%0D%0A++issues.created_at%2C%0D%0A++issues.body%2C%0D%0A++issues.type%0D%0Afrom%0D%0A++issues+join+repos+on+issues.repo+%3D+repos.id%0D%0A++join+users+on+issues.user+%3D+users.id%0D%0A++where+issues.closed_at+is+not+null+and+duration_open_in_seconds+%3C+CAST%28%3Amax_duration_in_seconds+AS+INTEGER%29%0D%0Aorder+by%0D%0A++issues.closed_at+desc&max_duration_in_seconds=60):\n\n```sql\nselect\n  json_object(\n    'label', repos.full_name || ' #' || issues.number,\n    'href', 'https://github.com/' || repos.full_name || '/issues/' || issues.number\n  ) as link,\n  strftime('%s',issues.closed_at) - strftime('%s',issues.created_at) as duration_open_in_seconds,\n  issues.number as issue_number,\n  issues.title,\n  users.login,\n  issues.closed_at,\n  issues.created_at,\n  issues.body,\n  issues.type\nfrom\n  issues join repos on issues.repo = repos.id\n  join users on issues.user = users.id\n  where issues.closed_at is not null and duration_open_in_seconds < CAST(:max_duration_in_seconds AS INTEGER)\norder by\n  issues.closed_at desc\n```", "html": "<p>While <a href=\"https://twitter.com/simonw/status/1370390336514658310\" rel=\"nofollow\">writing this thread</a> about my habit of opening issues and closing them a few seconds later just so I could link to them in a commit message I decided to answer the question \"How many of my issues were open for less than 60 seconds?\"</p>\n<p>Thanks to <a href=\"https://datasette.io/tools/github-to-sqlite\" rel=\"nofollow\">github-to-sqlite</a> I have an <a href=\"https://github-to-sqlite.dogsheep.net/github/issues\" rel=\"nofollow\">issues database table</a> containing issues from all of my public projects.</p>\n<p>I needed to figure out how to calculate the difference between <code>closed_at</code> and <code>created_at</code> in seconds. This works:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span> strftime(<span class=\"pl-s\"><span class=\"pl-pds\">'</span>%s<span class=\"pl-pds\">'</span></span>,<span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">closed_at</span>) <span class=\"pl-k\">-</span> strftime(<span class=\"pl-s\"><span class=\"pl-pds\">'</span>%s<span class=\"pl-pds\">'</span></span>,<span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">created_at</span>) <span class=\"pl-k\">as</span> duration_open_in_seconds ...</pre></div>\n<p>I wanted to be able to input the number of seconds as a parameter. I used this:</p>\n<div class=\"highlight highlight-source-sql\"><pre>duration_open_in_seconds <span class=\"pl-k\">&lt;</span> CAST(:max_duration_in_seconds <span class=\"pl-k\">AS</span> <span class=\"pl-k\">INTEGER</span>)</pre></div>\n<p>This is the full query - <a href=\"https://github-to-sqlite.dogsheep.net/github?sql=select%0D%0A++json_object%28%0D%0A++++%27label%27%2C+repos.full_name+%7C%7C+%27+%23%27+%7C%7C+issues.number%2C%0D%0A++++%27href%27%2C+%27https%3A%2F%2Fgithub.com%2F%27+%7C%7C+repos.full_name+%7C%7C+%27%2Fissues%2F%27+%7C%7C+issues.number%0D%0A++%29+as+link%2C%0D%0A++strftime%28%27%25s%27%2Cissues.closed_at%29+-+strftime%28%27%25s%27%2Cissues.created_at%29+as+duration_open_in_seconds%2C%0D%0A++issues.number+as+issue_number%2C%0D%0A++issues.title%2C%0D%0A++users.login%2C%0D%0A++issues.closed_at%2C%0D%0A++issues.created_at%2C%0D%0A++issues.body%2C%0D%0A++issues.type%0D%0Afrom%0D%0A++issues+join+repos+on+issues.repo+%3D+repos.id%0D%0A++join+users+on+issues.user+%3D+users.id%0D%0A++where+issues.closed_at+is+not+null+and+duration_open_in_seconds+%3C+CAST%28%3Amax_duration_in_seconds+AS+INTEGER%29%0D%0Aorder+by%0D%0A++issues.closed_at+desc&amp;max_duration_in_seconds=60\" rel=\"nofollow\">try it out here</a>:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span>\n  json_object(\n    <span class=\"pl-s\"><span class=\"pl-pds\">'</span>label<span class=\"pl-pds\">'</span></span>, <span class=\"pl-c1\">repos</span>.<span class=\"pl-c1\">full_name</span> <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span> #<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> <span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">number</span>,\n    <span class=\"pl-s\"><span class=\"pl-pds\">'</span>href<span class=\"pl-pds\">'</span></span>, <span class=\"pl-s\"><span class=\"pl-pds\">'</span>https://github.com/<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> <span class=\"pl-c1\">repos</span>.<span class=\"pl-c1\">full_name</span> <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>/issues/<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> <span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">number</span>\n  ) <span class=\"pl-k\">as</span> link,\n  strftime(<span class=\"pl-s\"><span class=\"pl-pds\">'</span>%s<span class=\"pl-pds\">'</span></span>,<span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">closed_at</span>) <span class=\"pl-k\">-</span> strftime(<span class=\"pl-s\"><span class=\"pl-pds\">'</span>%s<span class=\"pl-pds\">'</span></span>,<span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">created_at</span>) <span class=\"pl-k\">as</span> duration_open_in_seconds,\n  <span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">number</span> <span class=\"pl-k\">as</span> issue_number,\n  <span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">title</span>,\n  <span class=\"pl-c1\">users</span>.<span class=\"pl-c1\">login</span>,\n  <span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">closed_at</span>,\n  <span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">created_at</span>,\n  <span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">body</span>,\n  <span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">type</span>\n<span class=\"pl-k\">from</span>\n  issues <span class=\"pl-k\">join</span> repos <span class=\"pl-k\">on</span> <span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">repo</span> <span class=\"pl-k\">=</span> <span class=\"pl-c1\">repos</span>.<span class=\"pl-c1\">id</span>\n  <span class=\"pl-k\">join</span> users <span class=\"pl-k\">on</span> <span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">user</span> <span class=\"pl-k\">=</span> <span class=\"pl-c1\">users</span>.<span class=\"pl-c1\">id</span>\n  <span class=\"pl-k\">where</span> <span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">closed_at</span> <span class=\"pl-k\">is not null</span> <span class=\"pl-k\">and</span> duration_open_in_seconds <span class=\"pl-k\">&lt;</span> CAST(:max_duration_in_seconds <span class=\"pl-k\">AS</span> <span class=\"pl-k\">INTEGER</span>)\n<span class=\"pl-k\">order by</span>\n  <span class=\"pl-c1\">issues</span>.<span class=\"pl-c1\">closed_at</span> <span class=\"pl-k\">desc</span></pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-03-12T07:34:42-08:00", "created_utc": "2021-03-12T15:34:42+00:00", "updated": "2021-03-12T07:34:42-08:00", "updated_utc": "2021-03-12T15:34:42+00:00", "shot_hash": "e0f132933840169839c18ddd06e78cac", "slug": "issues-open-for-less-than-x-seconds"}, {"path": "datasette_redirects-for-datasette.md", "topic": "datasette", "title": "Redirects for Datasette", "url": "https://github.com/simonw/til/blob/main/datasette/redirects-for-datasette.md", "body": "I made some changes to my https://til.simonwillison.net/ site that resulted in cleaner URL designs, so I needed to setup some redirects. I configured the redirects using a one-off Datasette plugin called `redirects.py` which I dropped into the `plugins/` directory for the Datasette instance:\n\n```python\nfrom datasette import hookimpl\nfrom datasette.utils.asgi import Response\n\n\n@hookimpl\ndef register_routes():\n    return (\n        (r\"^/til/til/(?P<topic>[^_]+)_(?P<slug>[^\\.]+)\\.md$\", lambda request: Response.redirect(\n            \"/{topic}/{slug}\".format(**request.url_vars), status=301\n        )),\n        (\"^/til/feed.atom$\", lambda: Response.redirect(\"/tils/feed.atom\", status=301)),\n        (\n            \"^/til/search$\",\n            lambda request: Response.redirect(\n                \"/tils/search\"\n                + ((\"?\" + request.query_string) if request.query_string else \"\"),\n                status=301,\n            ),\n        ),\n    )\n```", "html": "<p>I made some changes to my <a href=\"https://til.simonwillison.net/\" rel=\"nofollow\">https://til.simonwillison.net/</a> site that resulted in cleaner URL designs, so I needed to setup some redirects. I configured the redirects using a one-off Datasette plugin called <code>redirects.py</code> which I dropped into the <code>plugins/</code> directory for the Datasette instance:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">datasette</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">hookimpl</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">datasette</span>.<span class=\"pl-s1\">utils</span>.<span class=\"pl-s1\">asgi</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">Response</span>\n\n\n<span class=\"pl-en\">@<span class=\"pl-s1\">hookimpl</span></span>\n<span class=\"pl-k\">def</span> <span class=\"pl-en\">register_routes</span>():\n    <span class=\"pl-k\">return</span> (\n        (<span class=\"pl-s\">r\"^/til/til/(?P&lt;topic&gt;[^_]+)_(?P&lt;slug&gt;[^\\.]+)\\.md$\"</span>, <span class=\"pl-k\">lambda</span> <span class=\"pl-s1\">request</span>: <span class=\"pl-v\">Response</span>.<span class=\"pl-en\">redirect</span>(\n            <span class=\"pl-s\">\"/{topic}/{slug}\"</span>.<span class=\"pl-en\">format</span>(<span class=\"pl-c1\">**</span><span class=\"pl-s1\">request</span>.<span class=\"pl-s1\">url_vars</span>), <span class=\"pl-s1\">status</span><span class=\"pl-c1\">=</span><span class=\"pl-c1\">301</span>\n        )),\n        (<span class=\"pl-s\">\"^/til/feed.atom$\"</span>, <span class=\"pl-k\">lambda</span>: <span class=\"pl-v\">Response</span>.<span class=\"pl-en\">redirect</span>(<span class=\"pl-s\">\"/tils/feed.atom\"</span>, <span class=\"pl-s1\">status</span><span class=\"pl-c1\">=</span><span class=\"pl-c1\">301</span>)),\n        (\n            <span class=\"pl-s\">\"^/til/search$\"</span>,\n            <span class=\"pl-k\">lambda</span> <span class=\"pl-s1\">request</span>: <span class=\"pl-v\">Response</span>.<span class=\"pl-en\">redirect</span>(\n                <span class=\"pl-s\">\"/tils/search\"</span>\n                <span class=\"pl-c1\">+</span> ((<span class=\"pl-s\">\"?\"</span> <span class=\"pl-c1\">+</span> <span class=\"pl-s1\">request</span>.<span class=\"pl-s1\">query_string</span>) <span class=\"pl-k\">if</span> <span class=\"pl-s1\">request</span>.<span class=\"pl-s1\">query_string</span> <span class=\"pl-k\">else</span> <span class=\"pl-s\">\"\"</span>),\n                <span class=\"pl-s1\">status</span><span class=\"pl-c1\">=</span><span class=\"pl-c1\">301</span>,\n            ),\n        ),\n    )</pre></div>\n", "shot": {"$base64": true, "encoded": 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gOABhjDHGGGOMGQwHIIwxxhhjjDGD4QCEMcYYY4wxZjAcgDDGGGOMMcYMhgMQxhhjjDHGmMFwAMIYY4wxxhgzGA5AGGOMMcYYYwbDAQhjjDHGGGPMYDgAYYwxxhhjjBkMByCMMcYYY4wxg+EAhDHGGGOMMWYwHIAwxhhjjDHGDIYDEMYYY4wxxpjBcADCGGOMMcYYMxgOQBhjjDHGGGMGwwEIY4wxxhhjzGA4AKlk3rx5kEqlEIlEEIlE8PLy0po+d+5cWFtbIzg4GIWFhS+olIanVCqxfv16dO7cGXZ2djAyMoKzs/OLLhZjjDHGGPsP9MIDkLlz58LMzEyo9Ff9E4vFsLW1Rfv27TFhwgSEh4eDiJ5LWRYuXIhPPvlE57Ts7Gx8/fXXKCgowD///INdu3Y9lzK8jMaNG4dJkyYhOjoar7/+Onbu3ImcnByDl2PBggUQi8U17itSqRQuLi7o2bMn5syZg7i4OIOXkTHGGGOM1U5Ez6s2Xw9KpRLvv/8+Nm3aJIzbuXMnnJ2dUVpairi4OPz000/IyMgAAAQHB2Pfvn0wNzd/5mWZO3cuvv76awBAo0aNkJKSAgBQKBRo3LgxMjIyIBKJcO7cOQQEBDzz/J9UZmYm1qxZg2bNmmHcuHHPLN2rV6+ibdu2wvC9e/fg4uKCFStW4KOPPnpm+ehLqVRiypQpWL9+vTBu586dsLa2RlpaGsLDw/H3338LQeo777yD1atXQyqVPnXez2sdPyt1le9lLz9jjDHG/kfQS2Lq1KkEQPhLTk7Wmn716lUSiUTC9K+++uq5lCM0NFTIo1GjRlrT0tLSaPny5XT69OnnkvfTmDRpEgGgAQMGPNN0N2/eLKwPkUhEKpXqmab/JGbMmFHrvvL333+TqampMH3QoEHPpNzPax0/K3WV72UvP2OMMcb+N7zwJlj6at26Ndzd3YXhY8eOPZd8TE1Na5zm4eGBjz/+GD169HgueT+phIQEbNy48bmkXVJSInw2MjKCSCR6Lvk8S4MHD8asWbOE4QMHDiAsLOyp0nye6/hZqKt8L3v5GWOMMfa/4z8mAAEAmUwmfDYxMak2vby8HEuWLIGfnx8sLCxgZWWFNm3a4Ouvv4ZCoag277/+9S+0bdsWFhYWkEqlaNy4MbZt21Yt3dTUVNjb22u9b6CZb+/evdXeYdm3bx8AdcW3U6dOMDExwa1bt+pdxoKCAixcuBDt2rWDubk5zM3N4ebmhq5du2Lr1q3Iy8tD//790aFDByiVSgDA4cOHhXKUlZUBAM6dO4chQ4bAxcUFYrEYTk5O8Pf3x59//lnjui4qKkKfPn0wc+ZMYZxSqRTSPn/+vDA+MTER77zzDjw9PSEWi2FtbY2AgACsWrUKKpVKmG/27NlCEKP5KygogEKhwI8//ojGjRvDw8OjxjLVx+TJk7WGN2zYoDV89OhRdO3aFU5OTjAxMYFIJIK1tTXatm2LJUuWCNtC33Wsb3oa+m6T6OhojBgxAs7OzhCLxfDw8MCQIUMQExOjV/kePHigV/nrs18yxhhjjD2VF/0IRqOuJli3bt3Smh4aGqo1XaFQUO/evQkAWVhYUHh4OC1dulSYf/r06cK8crlcmBcAjR07lqKiouj06dM0fPhwnU2wSkpKtPLfunWrMK2srIxsbGyEaZs3b6bp06drzZ+UlFSvMt69e5eaNm0qNH2aP38+RUVFUVhYGLm4uNCMGTNIJpNRTEwM9e3bV0ija9euFBMTQzExMaRSqSgiIoLMzMyoVatWdPnyZUpNTaXNmzeTi4sLLV26tMbtoVAoKCYmRqtJmrGxsZB2cXExERFFR0eTpaUlASB/f3+Kioqib7/9VmvdVhYVFaW1XmJjYykoKEgYdnNzq3NfqasJloarq6swj1gsJoVCIUxbs2YN2dra0urVq+nOnTt08+ZN8vHxEeafPHkyEZFe67g+6RGR3tvk0KFDQlOysWPHUmRkJPn6+hIAsrKyouTk5DrLV15eXmf567NfMsYYY4w9rZc2ALlx4waVlpZSdnY2HTp0iNq1aydMa9asGT18+FDr+xs3bhSmjxkzhojUlUdjY2MCQKamppSfn09ERD/99JNWkCGTyYR0anoHpLS0tMYAhIjIzs5OmObq6koODg40depU+vHHH8nIyIiSkpLqVcaBAwcK837wwQdaec2cOZNmzJghDI8YMUKYt2r7/tdee40A0MSJE7XGf/3117UGIBpr1qzRCkCq6tSpkzB9165dwnhN8ASADh06JIy/evWq1np0dXWlli1bUmhoKH300UfPNACpXDYAlJmZqbVcU6ZM0Zr/+++/F+aVSCRa743Uto7rm54+20SpVJKXl5fw/YSEBCIimjdvnjDus88+07t8tU2vz37JGGOMMfa0qrdjekn4+PhUG9egQQOEhIRg4cKFcHBw0Jr2xx9/CJ89PT0BqN/nsLS0RF5eHuRyOa5fv47AwEBs375dmHfw4MG1vvfxJHr16oVffvkFYrEYAHD+/HmYmJjoXUZnZ2ccOnRImHfChAla6b/77rtCj2B10fxeyZYtW9CoUSO8++67cHNzw5w5c566O+O0tDRER0cLw61atRI+t27dGrdv3wYA7Nq1CwMGDNCZxhdffIGpU6cCAMrKynD16tWnKlNlDRo00BouLCyEo6MjAGDYsGEYNmyY1vTKv21SVlaG8vJySCQSvfKqT3r6bJPLly8LPbABFfuLra2tME7TDOtp1efYYYwxxhh7Wi/tOyB//PEHIiMj0adPH2GcSCTCZ599JlQiK0tISBA+L126VGjjnpeXJ4wvKCgAAFy5ckUY16RJk2de9jZt2gjBBwDs2LEDXl5eepexcqUeUFfmK2vbti0GDRqkV1l69uwJQP3+zJdffgl3d3d069YNf/75J4yNjeu9bJXdvHlTa9ja2lr4XLmiHB8fX2Ma/v7+wmeJRIJ//vnnqcpUWXl5udawlZWV8NnV1RWurq5a05/mBfv6pKfPNqm8rwCAhYUFRCKR1js5mv35adXn2GGMMcYYe1ov7ROQ9u3bw8vLC+vXr0ebNm1QUlKCwsJChISEICIiolrlubi4WPg8adIkTJkypVqaTZs2hUKh0OrZ6Vn8PoS+9C3jjh07hGHND+w9qU8//RQRERE4cuSIMO7cuXM4d+4cPv/8cyxZsuSJ0668PIB2xwCVnyq9qF+Nf/TokfDZ0tISdnZ2wnBUVBS2bt2KyMhI5ObmoqSkBKWlpU+cV33S02ebVF23ly9frhbQWFhYPHF5K9N3v2SMMcYYexZe2gBEo0mTJli4cKHQrWpkZCQWLVqEBQsWaM3XoEEDZGZmAlDf6W7Xrl2NaZqZmQk9alUORp43fctY+U49EaGgoEDr6UJ9mJmZ4fDhw9i/fz9+/fVXHDx4UKgYf/vtt5g9ezZsbGyeKO2qTZzkcrnOz5aWlk+U/tOQyWRITU0Vhrt27QojI/UDv5MnT6Jv375QKpUwMjLC+vXrERwcjEOHDlXrPUsf9U1Pn21Sdd22aNHimQUcVdXn2GGMMcYYe1ovbROsymbOnImOHTsKw4sXL0ZkZKTWPJXfGanafKWq5s2bC5813eMagr5l9PPz0xqu3GSsvnbv3o2SkhIMHToUe/bswb179/Dee+8BUAc3iYmJT5x21fd0cnJyhM8PHz4UPvv6+j5xHk/q2LFjWk2w3n//feHzhg0bhC5pe/XqhQkTJqBRo0ZPHOTVNz19tknVdVvXPv006nPsMMYYY4w9rf+IAMTY2BgbN24UmvUolUqMGzdOq2nP6NGjhc8nTpxAWlpajelVfll4//791d4VeF70LWOrVq3QpUsXYfi7776r9bcYKt8tr9xuHwB++uknHD16VBhu2LAhPv/8c2H4aX53w93dXauc165dEz7HxcUJn0eOHPnEeTyJ4uJifPHFF8LwkCFD8PrrrwvDlZ/OVH3SUJPa1nF909Nnm/j7+2s1e9q8efMTl6+u6fU5dhhjjDHGntZL0QSrpKSkWqXo3r178PT0FJrNtG3bFp9++im+/vprAMCdO3cwefJkrFixAnZ2dhg3bhzCwsJw4MABlJSUICAgAG+99RacnZ2Rm5uL+Ph47NixA2ZmZpg9ezZ+++03JCcn4969exgzZgzeeecdPHz4EH/99ZdQhvLycmRkZMDd3b1aj1FP0oNUfcq4efNm9OnTB/fu3UN4eDiCgoIwbNgwiMVi5ObmoqysDN999x0AoF+/fkIFNSoqCp9++ins7OwQFBQEQP0EqaioCL169UJZWRm++uoroTxVX5yuqvIPCWqGNdsEUFeme/fujaKiIvz73/9Gy5YtcezYMaSnpwt5DBw4sN7rqiYymazaOyUnTpyAi4sLysvLkZiYiJ9//lnogeuNN97Ahg0btN6f6N+/P3bt2gUAiIiIQExMDBo2bFjt5f/KalvHT5KePttkw4YNGDRoEEpLS/HTTz8hNTUVPXr0gEqlQnp6Ojp06CD0kFZb+QIDA2udXp/9kjHGGGPsqb3ALoCJiGjdunVkZGSk9XsNmj+pVEopKSnCvGVlZVo/7qb5mzdvHhGpf2BwxYoVFBAQQNbW1mRiYkIuLi40aNAg+vXXX7V+1yEzM5OmT59OjRs3Fn7szdXVlUaOHFkt/YiICLK1tdUaZ2pqSt9++y0dOnSInJyctKYZGxtT06ZN6cqVK9WWtz5lfPToEc2bN4/8/f3JysqKjI2Nyd7engYOHEjh4eFa6X7//ffk5eVFJiYm5ODgQAMHDqTY2Fj6+eefKTg4mFxcXMjExITMzc2pXbt2tGzZMq3fP9ElNDRU+C0IzZ9EIqGQkBCt+RISEmjcuHHk5uZGJiYmZGVlRQEBAfTzzz+TUqkU5lu4cKHwo4WVt3G7du302FOI5s6dW608Vde7ra0ttW3bliZPnkyRkZE601EqlfSvf/2LGjVqRCYmJmRtbU29evWi77//Xmtf9PHxoXv37tW5juubXn22ybVr1+itt94iT09PMjMzIwsLC2rbti3NmDGDbt++rdc+oM/0+uyXjDHGGGNPQ0T0lD8GwRhjjDHGGGN6+o94B4QxxhhjjDH234EDEMYYY4wxxpjBcADCGGOMMcYYMxgOQBhjjDHGGGMGwwEIY4wxxhhjzGA4AGGMMcYYY4wZDAcgjDHGGGOMMYPhAIQxxhhjjDFmMByAMMYYY4wxxgyGAxDGGGOMMcaYwXAAwhhjjDHGGDMYDkAYY4wxxhhjBsMBCGOMMcYYY8xgOABhjDHGGGOMGQwHIIwxxhhjjDGD4QCEMcYYY4wxZjAcgDDGGGOMMcYMhgMQxhhjjDHGmMFwAMIYY4wxxhgzGA5AGGOMMcYYYwbDAQhjjDHGGGPMYDgAYYwxxhhjjBkMByCMMcYYY4wxg+EAhDHGGGOMMWYwHIAwxhhjjDHGDIYDEMYYY4wxxpjBcADCGGOMMcYYMxgOQBhjjDHGGGMGwwEIY4wxxhhjzGA4AGGMMcYYY4wZDAcgjDHGGGOMMYPhAIQxxhhjjDFmMC9FADJ37lxIJJIXXQzBtGnT0Lp16xddjJeKu7s75s6d+6KLwR7bsKEcIlEuFIoXXZKarVpVDj+/AmGYCHByysOff8p1zm9vn4fFi8sAAD/9VA4Tk9wnzvtpv/+iXLumhEiUizNn1Bt25Mgi9O1bWOe0/2ZV96P6GDlyJPr27fuMS1Td/8r50d7eHosXL37m6bZu3RrTpk2rcbohtuPzWjZD6t69e43r6caNGxCJRNi9ezcAIDY2FiKRqNqfnZ0dgoKCcPToUa3vv/rqq2jXrt1Tl7GubV1fP/30E0xMTJ5Zei+7Y8eOQSQS4fz58y+6KE/tpQhAGHsZjBo1Cr/++uuLLsYzc/26El5e+VrjRo0qwq+/ygyS/7FjcvTtayoMx8UpkZ1N6N1bfbFwdMxDSopKmL58uTkGDTKtls6T6N3bBKtXmz+TtAzJzc0Ia9aYo1kz4zrn/eADCWbOfHlu3DytVatwbTF+AAAgAElEQVTK8c47xdXGV92P6uODDz7AzJkzheFndYw/r3PFqlWr8M477zzzdJ8XR0dHpKSkPPd8qm5H9uwsWrQIJ06cEP5Wr14NMzMzDBgwAKdPn37RxatT7969sXr16hddDPYE/nfCRsbqcOnSJQwePPhFF+OZuXRJqXOcIRZRqQROnFBg0iSxMO7oUTn8/Y3RsKEIaWkqZGWR1nfGjzd7Zvn7+hrD17fuSvzLxsZGhMmTxXXPCKBfv/+u0/elS9Uf5+naj+qjX79+VfJ4Nsf48zpXXLp06Zmn+bykpaUhKyvLIHlV3Y7s2WndujV69eqlNe71119Hy5YtsWjRompPQl42vr6+8PX1fdHFYE/gP+YJiJOTE3744QdMmjQJ9vb2sLGxwaxZs/Dw4UMMHz4ctra28PT01LorpVQqMW/ePDRr1gxSqRTu7u6YOnUqiosr7rLdu3cPgwYNglQqhbOzMxYsWFAtb4VCgQULFsDHxwdSqRQtWrTAmjVrai1veno6Ro8eDScnJ0ilUrRq1Qrr1q3Tmmfjxo1o1aoVxGIx7OzsEBISgszMTGH6mDFjMHr0aKxcuRJeXl4wNzfH4MGDkZ2djVmzZsHV1RV2dnaYPn06iCoqc5cvX8aAAQNgb28PKysrvP7660hNTa21vDKZDF988QXc3d3RoEEDdO/eHefOndOax9jYGAsXLoSzszMkEgkGDRqEhw8fCtMvXryIfv36wd7eHg0aNEDnzp1x7NgxYXpCQgJEIhFOnDiBV199Ffb29nBycsL06dOhVFZUls+ePYv27dtDIpHA19cXhw4dQvfu3fHhhx/qvYxyuRyzZs2Cp6cnJBIJPDw88PHHH0Mm0333XyQSITk5Ge+++y4aNmyo9zaqSrOMR44cQXBwMKytreHp6YkdO3YgKioKnTt3hpWVFdq1a4fo6GgAQI8ePdC/f/9qab322msIDAysMS8ASExUolu3QkgkuXB1zROebixYUIrx44uRmqqCSJSLH35QN9lKTlbh3XeL0bBhHgBg+PAijBhRhGXLyuDpmQ+pNBcdOxbg4sWK7ZGersLo0UVwcsqDVJqLVq3ysW5duTD90CG5VtMgAIiKUqCkhBAUVHHn+uhR9Z3skycVaNRI/WSmceN8vPpqEQDtJlh1kcuBWbNK4emZD4kkFx4eefj44xJoNm/VJlhOTnn44YdyTJpUAnv7PNjY5GHWrFI8fEgYPrwItrZ58PTMr/Z0aOPGcrRqlQ+xOBd2dnkICSlGZmbFsTZmTDFGjy7Cpk0yeHvnw9IyF/7+BTh/Xr0u3nyzGMHB2s2kfHzy4eSUpzXujTeKMXhwUbVmVrWp2gQrIkKBoKBCNGyYB0vLXHTvXojTpyvSKS8HZs8uhYdHHszMctGoUT5CQ0uFZnwJCep95cQJBV59tQj29nlwcsrD9OklUFaPZfVeBwCgUKj3SR8f9T7WokU+1qyp2Id69SrEpk0ybN4sg0iUi9hYdYa69qPK6jrPVm66U9Mx/ttvv6FTp05o0KABnJ2d8X//938oLS2tcXlrSqeu8+PDhw/x9ttvw83NTbiOrFixotI66IVNmzZh8+bNEIlEiI2NrZb39evXIRKJsH//fvj6+qJz586P12/d16iIiAgEBQWhYcOGsLS0RPfu3bXucDdo0ADLli3T+s7EiRPRsWPHauU4efIkGjVqBABo3LgxXn31Vb3LcfbsWbRr1w5isRje3t7Ys2dPjetao/J21Pc6UpU+17jK9LmO7ty5Ex06dIClpSXs7e0xbNgw3L59W5i+Zs0aODo64sKFC+jSpQusra3RpEkT/PLLL1rp1LUPjho1CmPGjMG8efPQoEED/P3333Wus6dhamqKDh06ID09/anS0WdbZ2Vl4e2334anpyfMzc0REBCAkydPCtPrupZXbYKlUCgwffp02NnZwcrKChMmTMDevXshEomE49HJyQkrVqzArFmz4O7uDmtrawwdOhQPHjwQ0qnreNHHhg0b0Lp1a5ibm8Pe3h4jRoxARkaGMD0jIwNjxoyBra0txGIx2rRpg23bttUrj/9o9BIIDQ0lsVhc6zxubm7k7u5O+/fvJ5VKRWvXriUA1KFDBzp37hypVCqaO3cuSaVSysnJISKipUuXkpmZGf3222+UmJhIR44cITc3N5oxY4aQbnBwMHl4eNDx48cpPj6epk6dSs7OzuTr6yvMM3PmTDI3N6fNmzdTUlISrVmzhszMzGjDhg01ljc4OJi6detGUVFRdOvWLVq9ejUZGxvT4cOHiYhoy5YtJBKJaMmSJXTz5k06efIk+fj4kL+/P6lUKiIiCgkJIWdnZ5o7dy7JZDK6evUqmZiYULNmzWjt2rWkUCjo6NGjBIAOHjxIRERpaWlkZWVFr7zyCsXFxVF0dDQFBQVRs2bNqKysrMbyTps2jRwcHCgsLIwuXrxI48ePpwYNGtCdO3eE9e/t7U3Tpk2jixcv0p49e8ja2pomT55MRESlpaVkZ2dHQ4YMoZiYGLp+/Tp99NFHZGFhQRkZGURElJSURADIz8+Pzp07R0REx44dIwAUFhamlU5QUBDFxMTQyZMnqV27duTq6kpTp07VexkXLVpEjo6OdPjwYbp9+zaFh4eTq6srff755zqXPyMjgwDQypUrKTs7W+9tVJVmGTt37kwJCQmkUCho7NixZGlpSf3796e7d+9SWVkZ9enTh7p06UJERL/++isZGRnR3bt3hXSKiopIKpXS2rVrdeazfn0ZmZjkUO/eBfTXXzK6dElBY8cWkYlJDmVkqKi4mOijj4rJwyOPsrJUVFpKlJGhIiCHVq4so+xsdflHjCikhg1zafLkYiotJcrNVdGAAQXk6ZlHSqU6r+DgAurWrYCiohR065aSVq8uI2PjHDp8WE5ERJcuKWjw4EK6fl0hlG/hwlIKCioQhsvKiMzNc+iff+QkkxGFhZUTkEOXLyuo4PFsdna5tGhRKRERrVypzqMmixaVkqNjLh0+LKfbt5UUHi4jV9dc+vzzEp3fd3PLJXf3XNq/X0YqFdHatWUE5FCHDvl07pycVCqiuXNLSCrNoZwc1ePtX04iUQ4tWVJKN28q6eRJOfn45JG/fz5pNn9ISBG5uOTSBx8UU1ERUUkJUf/+BdSyZR4REW3YUEYWFjkkV68qevBARVJpDjk45NLNm0qhfK6uufTvf5fR1asKAnIoIkIubJ/gYPUKqm1aURGRlVUOffBBMcXHK+n6dQVNmVJM5uYVyzNhQhHZ2ubSb7+V061bStq2rZwsLXPo//6vmIiIkpKUBOSQn596nRARHTsmJyCHwsLKa9wWda0DIqKZM9Vl2by5nJKSlLRmTRmZmeXQhg3q4zUvT0X+/vn0xhtFlJWlIoVC935UVV3n2REjRlBwcDAR6T7G//rrLwJAc+bMoaSkJDpw4AC5u7vTuHHjasxTVzp1nR+JiAYPHkxNmzalU6dO0c2bN2njxo1kbGxMf/755+N1kEf+/v70xhtvUFZWFikUimp5JyYmCte9X375heLi4h6v39qvUUVFRWRlZUUffPABxcfH0/Xr12nKlClkbm4uXC8tLCxo6dKlWvm999575O/vLwzb2dnRokWLSCaTUVhYGAGgy5cvU8Hjg7iucuTl5ZGtrS316dOHrly5QtHR0RQcHEy2trbC+V2XyttRn+uILnVd4zTLRqTfNSYqKopEIhGFhoZSQkICRUVFUe/evcnPz0/Ic/369WRmZkaDBw+m9PR0UqlUNH/+fDI1NRWui/rsg2PHjiUfHx8aMmQInTp1ih49eqRzGbt16yasp6oSEhIIAP3+++9ERBQTE0MAhP2vKj8/P+rXr58wPHz4cK1lq4s+21qpVJK/vz81a9ZMqINNmzaNJBIJXb16lYjqvpavXLmSjI2NhXy/++47MjU1pXXr1tGNGzcoNDSUmjdvTgAoKyuLiNTHq5ubG/3yyy8kl8spPT2dXFxcaMqUKUSk3/FSl9OnT5NIJKJ169bRrVu36MKFCxQUFESBgYFERFReXk4+Pj7k5+dHp06dosTERJo/fz4BoL1799aYrqbOFxkZqfe2eFn9RwUgQ4cOFYbz8/MJgNZJ6/r161ob5v79+8IJWuPjjz+mli1bElHFhWTVqlXCdJVKRS1atBACkPz8fDIzM6P58+drpTNx4kRq1qxZjeV1dHQUTmYa58+fpwcPHhARUbt27Wj48OFa0zU71pkzZ4hIHYDY2dmRTCYT5mnfvr1WcERE5ODgQN988w0REc2ZM4esra0pNzdXmJ6WlkZGRka0bds2nWUtKCggiURCK1euFMaVl5fTiBEj6MiRI0SkXv+dO3fW+t64ceOoffv2REQkk8koLi5O68RYUFCgdVHQXDgWL16slU6TJk1o9uzZRET0+++/EwC6fv26MD0iIkJrW+uzjKNHj652Ik5ISKCbN2/qXAelpaUEgDZt2iSM02cbVaVZxuXLlwvj9u7dq3XiJyJatWoVSSQSIiIqKSkha2trrYv/b7/9RhKJhPLyKipxla1fr65AHzhQsW/cuqWuQO7dqx732Wcl1KhRxfdLS4mAHNq0qaIyOWJEITVokEOlpRVpnz2rrnQeP66uhDo6VgQGGufPK+jBA91BGBFRjx4FtHBhxXeOH5eTVJpDmhj44EEZATmUnFxRCa9PADJ6dJFQ+dZISFAKlXpdAcjQoYXCcH6+OhibOrVYGHf9urqCHxmpXu527fJp+PCK7xARHT2qXjdnzqjnCQkpIiurHCopqZhnyxZ1cFVcTJSSot4m0dHqyuRvv5VTYGABvfJKoVD51lT8r11TPHEAEh+v1JpGRCSXE508KafiYqJHj1RkYpJD//639k2I0NASsrDIofLyinIsXqy9rZs0yaPZs0uoJnWtg/x8FZmZ5dD8+dppTJxYTM2aVeyfXbrk0/jxRVrzVN2PqqrrPFu54qrrGA8ICKCePXtqfX/btm0kEokoPT1dZ5660qnr/EikPjdoKrsaHTp0ECo9RERdunSh8ePH17i8mvPLJ598IozT5xoVHx9PACgiIkKYLpfL6eTJk1RcrD4G6hOAEBEdPHiQAFBycrLe5di+fXu183tGRgaJRKJ6ByC1XUeq0ucaV3nZ9LnG5Ofn08WLF0kurzjm9u3bRwAoMzOTiNQBSNXrRVpaGgGg8PBwItJvHwwJCSFTU1Mh4K3JkwQge/bsIblcLvxlZGTQp59+SgBo165dwvfrG4Dos60PHTpEAOjEiRPCPEqlkry9vWnixIlEVPe1vGoA4uvrS6NGjdKaPzg4uFoA0rdvX615JkyYQJ06dSIi/Y6XuqxevZqkUqlW/e3Bgwd04cIFIqoIPGNiYrS+161bt2plq+y/KQD5j2mCBQDe3t7CZysrKwCAj49PtXH5+ermHfb29jh48CACAgLg4eEBZ2dn/Pzzz8jJyQGgfpQLQHiMDagfr1cejo2NhUwmq9ZEplevXrh16xaKiop0lnXo0KH45ptv8Mknn+D48eOQyWTo0qULnJycIJfLERcXh4CAAK3vaB51V3703rhxY5iaVjQ/sLKy0lpmzTjNMl+4cAGdO3fWahrg4eGBJk2a6HykDwDXrl1DWVkZOnXqJIwzMzPD7t27tdredu3aVet7jo6OKCxUNwExNTWFTCbDtGnT0LJlS7i4uKB58+YAIKxvjbZt22oN29jYIDdX3Vzmxo0baNiwIVq1aiVM7969O+zt7YVhfZZx6NChOH78ON544w3s3r0bubm58PHxQYsWLXSug6rqs4100WdfLSsrQ3l5OaRSKd58801s3bpVmL5792689tprsLa2rjWfrl0rHj07OqoP58JCqml2nVq2NEblTug0707cuqVuzjB0qCm++aYUn3xSiuPHFZDJgC5djOHkJNKZXlERcP68An37VpTt6FE5evQwgfjJmvJXM3SoKY4fV+CNN4qxe7ccubkEHx8jtGhR8ynN27vinRArK3XZfXyqj8vPJ8jl6pfmAwK037Po2FE9v6aJEAA0a2YMqbRiHhsbdTq5uYRGjYzQtKkRzp5VN0c6dUqB7t1NEBhogogI9bjTpxVwcRE91TsrLVoYwdvbCCEhxfj22zJcvqyEsTHQs6cJzM2BK1eUUCiAgADtPDp2NEFxMZCUVLE8bdtqz2NjI0Jubu37VG3rIDZWCZkM6N9fuxlVr14muHVLhRpOoTr3o6pqO8/WRaVS4eLFizrP7USEK1eu1JlGZbWdHwF1E6cff/wRfn5+cHV1hbOzM65evVrt/KiPyk0z9blGtWjRAt7e3ggJCcG3336Ly5cvw9jYGD179oS5+bPprEGfcsTHx8PCwkLr/O7m5gY3N7d651fbdaQqfa9xGvpcY6ysrJCcnIxBgwahSZMmcHZ2xvjx4wHUfs2zsbEBAOTm5tZrH/T29oatrW3NK+QJjRgxAqampsKfu7s7tm/fjtWrV2PUqFFPnK4+2/rChQsQi8Xo2bOnMM7IyAg9evR4oms5ESExMRHdunXTGv/aa69Vm7e2/edZHC99+vSBSCRCUFAQ1q9fj5SUFDg5OQn1y0uXLkEqlcLPz0/rex07dqyzfvHf4j8qABHrqL3o6r6XHr8PMX36dCxatAjTpk3D6dOnERsbi/fff1+YT3NxkFa+ckJ9odAoKFB3/9i7d29IJBLh79133wUArTaDla1ZswZLlizB6dOn0a9fPzg4OGDOnDlQKBQoLi6GSqUSKqYalpaWWuV6kmUuKCjA8ePHtcoqkUhw+/Zt3L9/X2dZNQedhYWFzukaVaeLRCIh36SkJPTp0wdlZWXYtm0bLl++XOMLlVXXd+XyZ2dnC+uhMjs7O+GzPss4btw47N27F7m5uXjrrbfg6OiIkSNHarXJrk19tpEu9d1uEydORFxcHK5cuYLS0lIcPHhQ2MdqY2FREQSIRJo06/yalgYNtAMJTZp5eeqE1qyxwJIl5jh9Wo5+/Qrh4JCLOXNKa+wC+NQpOaRSoFOniorj0/RkpMu4cWbYu7cBcnNVeOutIjg65mHkyCI8fFjzwusKfnT1/k0EFBcTVKqKoETD0lI9XDnIk0p1B2Kabdu3rynOnFF3PXzqlBxBQSbo1q1yACJHv35Pt26MjYGICCuMHm2G9evL4e9fAC+vfGzdqm4nrX4Y+eTLQ3XsVLWtA03evXur31XS/L37rvpdvAcPVDq/q2s/qqq282xdSkpKoFAoMH/+fK3zSNOmTQGgxvNlTWo7P8rlcgwYMABHjx7F8uXLERUVhdjYWLRv375eeWhUvjGhzzXK2NgYERERGD16NNavXw9/f394eXlp3fR4WvqUo7CwUOf5v/I1V1+1XUeq0vcap6HPNSYsLAyjRo1Cly5dcPDgQcTGxuLnn3+uV1nrsw/WdTMKUL+HpFLpPp40x0TlG5oAsGzZMkRHRyM6OhrHjh2DVCrFlClTMGXKlDrzq40+27qgoEC4CVd5+Tdt2vRE1/KCggLI5fJqdYjK9QeN2vafZ3G8eHt7IzIyEk2bNsWcOXPQuHFjBAQEICoqSihrgwYNIBJVPSdb1lm/+G/x39WNSiVKpRK//PIL5s6di3HjxgnjNU8KgIqTUeVxAJCXV/GCqOag37ZtG9q0aVMtHw8PD535m5qaYsaMGZgxYwYyMzOxZcsWhIaGwtHREdOnT4exsbFwwtbQDOtzoqmJtbU1unfvrvNEqKtiDwAODg5a+T+JsLAwKBQK7Ny5U6hop6Wl1TsdiUSCkpKSauMr31HSdxmHDRuGYcOGobi4GOHh4Zg5cyYmTpyIffv21VkOCwuL57aNdPH390f79u2xa9cudOjQAba2tggODn6medSk6hMTTYVRcxfb1BSYMUOMGTPEyMwkbNlSjtDQUjg6ivDxx9Vr8EePytGrlyk07wXm5BAuX1Zi3bpnF4AAwLBhphg2zBTFxUB4uAwzZ5Zg4sRi7NtX/8pMVRYWIhgbV6wLDc2wtbXuCrcuwcEmmDGjBFlZhBs3VOjWzQRisQjp6Srcu0c4fVqBhQurXwzry8FBhKVLpVi6VIr4eCWWLy/D228Xo1UrY6G8NS/P87sXpcl72zYLtGlT/ZLj4aE776r7kS61nWc//vjjWstlbm4ufP+9996rNl2fpyj6unDhAuLi4nD69Gn06NFDGJ+VlYXGjRs/Vdr6XqMcHBywdOlSLF26FPHx8Vi+fDnefvtttGrVCv7+/tUqQgBqfRn/ScphYWGh8zpT+Zr7PNT3GqfPNWb9+vXo06cPFi1aJEyrz/oCnv0+6ODggKtXr+qcdufOHQCAq6ur1vimTZtqdTQwZ84cLF68GGPGjEGzZs3qlX9l+mxra2trSCQSxMTEVJvP2LjiSay+13LNjb+qdYgnecpY1/Gij7Zt22Lbtm1QKpU4c+YMQkNDMXjwYGRkZMDa2hqFhYUgIq1jr6Cg4JnXL15W/1FPQOpDqVRCoVBoRb6FhYXYt2+fEOVqmslUftwll8u1emDw8/ODWCzGw4cP4ePjI/zZ2dnBwcFB553u/Px8bN++HXK5+q6nk5MTZs+ejcDAQFy9ehWmpqbw8/PD2bNntb4XGRkJAFqPieurc+fOSEpKQtOmTbXKa2RkBBcXF53f8fb2hrm5OU6dOiWMU6lU6NmzJ7Zs2aJXvmVlZbCwsNC6y6/pzaGuu6eVNW/eHNnZ2Vo9iZw9e1aru0d9lnHv3r1C//QWFhYYPXo03n///RpPzhqasj7PbVST9957D7t27UJYWBjefvttGBk9/eGpa9VXHXftmhI5ORUjNT1g+fgYIz+fsH27DI93ZTg5iTB7tgSBgSa4elV3jzOa3q40jh+Xw9ZWhHbtqjcxqu/TGo29e+XCb4hYWACjR5vh/ffFNZapvkxNAT8/Y6HplEZkpHq4trvyVfXpY4oHDwi//lqO1q2NYWMjgrk50K6dMXbuLEdysuqpnw4lJ6uwd2/FDzy2amWMtWstYGys3r5+fsYwMYHO5bG2FqF58+d3KfDzM4ZYDDx8qG4mp/mzsxPBwUGk9WSq8v5QdT+qqq7zbE00x7iRkRH8/f2RkpKidR5p0qQJzMzMhKYydaWjj7Iyde9ula9HkZGRSE5OrpZOfdIF9LtGJScnY+/evcJ3WrVqhbVr18LY2BjXrl0DoG5SVDUQiIuLqzN/TXn1KYe3tzdkMhni4+OF71+9erXGlgTPSn2vcfpcY8rKyqrdWd++fTsA/bfh0+6DVQ0cOBCJiYnVus5VqVT45ptv4O7ujg4dOtSaxqeffgpXV1dMnjy5XnlXpc+27ty5M8rKyqBUKrWWX9NrKVC/a7mmlyzNUwaNP//8s15l1+d4qcuFCxeE+oKm+daiRYvw6NEjPHjwAB07dkRZWRkuX76s9b3IyMjnUr94Gf3XBiBmZmZo164dNm/ejDt37iAuLg5DhgzBoEGDkJOTg5s3b8LNzQ2BgYH45ptvcOTIEcTGxmLSpEkwM6v4PQIrKytMmjQJ8+fPR1hYGJKTk3Hy5En069dPaO9ZlZGREaZOnYpJkyYhNjYWycnJ2LlzJy5duiS0dZw1axbCw8Px/fffIzU1FSdOnMCMGTPQs2dPnd0e6mvy5MkoKirCO++8g9jYWCQlJWHx4sXw9fWtdlBWXsYJEyZgyZIl2Lp1Ky5duoTJkyfj4sWL1dpS1qRLly7IysoSHp2uXr0aUVFRcHR0xJUrV/S+8zR48GBIpVLMmDEDN27cwNmzZ/HJJ59oBU/6LOMPP/yAMWPG4PTp08I227Vrl1Zb08okEgmkUilOnTqF2NhYoeu/57GNahISEoK7d+/ir7/+eiY/RmZjI8KDBypERCiQmqqCRAJIpeqmLbGxSiGosLER4b33ihEfr8SlS0p8+mkJmjc3QvfuJjAyEmHq1BJMmlSM2FglkpNV2LlThkuXFOjZU105jIlR4tVXi5CQoML9+4T4eO0K9bFjCvTpY4rKN1htbNSnnvBwOeLj6w4aVq8uR/fuFY+lf/ihDGPGFOH0aQWSk1U4eVKBXbtk6Nnz2T3UnTVLgvBwOb7/vgypqSqcOKHAjBkl6NnTRHgXRB92durga+XKcvToUVG+7t1NsHJlOdq0MYazs/5PVHRJS1NhxIgiLF9ehps3VUhMVGHx4lIYGQGBgSawtRVhwgQxvvmmDHv3ypGWpsKWLTKsWlWGmTPFtT5lqGrixGJ89FH1p5Q1sbISYdIkMebPL0VYmEzYXv36FWL8+Iou0W1sjBATo0RsrBLXr6uq7UdV6XOerUzXMT579mz88ccf+Pbbb5GYmIjY2Fi89dZb6NatW43NIHSlUxc/Pz9IJBKsWLEC9+/fx5EjRzBt2jT0798fN2/eFJqT2NjYICYmBrGxscjOzq4zXUC/a1RaWhpGjBiB5cuX4+bNm0hMTMTixYthZGQkvE/i7++Pv/76C9nZ2ZDJZPjmm29qLYOmchweHo74+Hi9yjFkyBBYWlpi2rRpiI6OxpkzZ/Dhhx8+06dNNa2j+lzj9LnGdOnSBUePHsWFCxeQmpqKKVOmCE8XLl68qPfTkCfZB2syfvx4dOnSBSNGjMCCBQuwb98+bNy4EYGBgYiOjsaqVau0nizoIpFI8MMPP+D48ePVmhwVFhbi0KFD1f7u3r1bLR19tnXfvn3Rvn17jBs3DqdOnUJKSgp27tyJ9u3bY9WqVQDqfy0fNWoUfv/9d4SFheHOnTtYsGCBzvLVRp/j5eeff0ZAQECNXT8fOnQIw4cPx549e3Dnzh3ExsZixYoV8PLygqenJ1555RW0atUK77//PqKjo3Hnzh188cUXuHjxYp1Pb/9rGOx191ro2wtWaGio1jgAtH79emE4PT1dq0va2NhY8vf3J4lEQj4+PrR7925KT0+nJk2akKWlJSUnJ1NycjIFBweTWCwmR0dHmjdvHoWGhgo9ZRGpez/48ssvydPTk0xNTcnDw+7Nc2EAACAASURBVIOmTp1K+fn5NZb3woUL1KdPH7K2tiaJREItW7akZcuWac2zYcMG8vHxIVNTU3JwcKCJEydq9boREhJC3bp10/pOz549KSQkRGtc06ZN6bPPPhOGL168SMHBwWRubk5WVlbUtWtXOnDgQK3rt7S0lD766CNycnIic3NzCggIoJMnTwrTda3/Tz75hJo2bSoMz549m+zt7cna2prefPNNysvLo/nz55NEIqEPP/xQ6L3k6NGjWun4+/vTe++9Jwzv37+fmjdvTmKxmDp27Ehnz54lHx8frZ5f6lrGzMxMGjt2LDk4OJCZmRl5enrShx9+WGOvUkREX331FZmbm5OdnZ2wHeraRlXpWsYTJ04QAEpKShLGbd26lQBQaal2Dz+DBg2iHj161Ji+hqYXrEodsFBhobqXq61b1b1cpaYqyccnj8zMcmjevJLHy1hK5uY5ZGeXS7m5KhoxopD69i2gdevKyMtLPW/nzvl0+3ZF71QXLiioT58CsrbOJYkkh1q2zKNlyyrKrenRKiJCTps3l5Orq/b6adw4j9at0+59SaEgeuWVQjIzU3clTFR7L1iffVaiNZyZqaKxY4vIwSGXzMxyyNMzjz78sJjy8lQ6v+/mlkuhodq9MAE5tH59RbnS09W9QB08WNFryYYNZeTjk0empuqucydOLKbc3Irev0JCiqhbN+3euPbvV6+P9PSKdTh7dkm17mz37FHPp+kGl6j2nq5qm0ak7nnKzy+fzM1zyMoqhwIDC+jvvyuWpbyc6JNPSsjVNZdMTHKoceM8WrKkVOhSWNML1tGjlXYqIvL3z6f33qvonapLl3ytfPVZB3I50ZdflpCnp3pdenjk0dSpxZSfX7EuDxyQkZ1dLllY5NCsWSXV9iNd6jrPVu49iUj3Mb5jxw5q27YtmZmZkYODAw0fPpwSEhJqzbdqOvqcH3fu3EleXl4klUqpR48eFBcXRwcPHiQrKyuhZ8MDBw6QnZ0dWVhY0KFDh6rlW9M5VJ9r1JYtW8jPz084ZwYGBtLff/+tlXb37t3JwsKC3N3dacGCBTRnzhytnrwq9xSlUCjolVdeITMzM+rdu7fe5Th27Bj5+vqSqakpNW/enHbv3k3dunXT6g2sKl29YNV1Hamqrmtc5WUjqvsak52dTcOHD6cGDRqQi4sLLViwgJRKJfXr14/EYjHt2LFD6AWrck9Zheo2r7R161ZhXF37oK66QE2Kioro888/p9atW5O5uTk1bNiQBg0aRGfPntWar65ueAcPHkz29vZCz5bDhw8nADr/KvcIV5k+2zozM5PeeustsrOzE47h77//Xmt6bdfyqr1gFRUV0dixY8nCwoLs7e1pxowZwvVW0120PsdrXcdLaGgoASClUkm6yOVy+uKLL8jLy0tru8bHxwvzpKen08iRI8na2prMzMyoQ4cO9Ndff+lMT+O/qRcsEdGTNoJg7PnIycmBufn/s3ffUVFde9/Av0MZhmEYpIMUBZEqNhRQCCqgsUVMiBW9GrFX7EaNmqtXTTQxT4waxVgIikRS7AnqIwaMoiDYUIoCYgKICo7Sy+/9g3fOw8AAhyKYm/1Zy7WcU/beZ7dz9pw9GzE3nau0tBR6enr4/PPPMW/evHZO3ZuTl5fH/ZGqlqw+0hQffvgaBQWECxeU/z6IYRiGYf4uysvLUVBQwP3uBwA2btyIr7/+WmEqd2uws7NDcnJyq4b5T/Jf+yN05u9JJpPB2toavr6+WLduHVRUVLBt2zaoqqrC39+/vZP3Rrx48QKpqalYvHgxHB0dG73OxYuL8NVXpQ0ewweR4vxigUD5EpYM097s7VVw//4/44eZDMM035YtW7Bt2zYcOHAALi4uuH37Nr7++utWmdZc09mzZ9/IVOx/EvYGhHnrXL9+HStXrkR8fDxUVVXRo0cPbN26tc7f5Phv8cUXX2D16tXw8vLCgQMH6l1Z7U1gb0AYhmGY/xYVFRVYt24djhw5gtzcXJibm2Ps2LFYt26d0qXwmfbDBiAMwzAMwzAMw7SZ/9pVsBiGYRiGYRiGefuwAQjDMAzDMAzDMG2GDUAYhmEYhmEYhmkzbADCMAzDMAzDMEybYQMQhmEYhmEYhmHaDBuAMAzDMAzDMAzTZtgABEC3bt0wf/78FoXx7NkzCAQCREREtFKqmL+7+fPno1u3btxnAwMDbNq0qR1T1Hxr1659a9ZQP3/+PKytraGhoYH4+Hh8+OGH8PX1be9kNaipfcz+/fshEAhQUVHxBlPVcv9NdbypvvnmG6ipsb/l2xKfffYZDA0NoaenB6Bu264tMTERAoGA+6eqqgpDQ0MMHToU4eHhbZ38v603UXfv3r0LgUCAmJiYVg23qWpfW2v0Sez57s1gA5A2NGbMGBw6dKi9kwEAMDIyQkZGRnsn4x/liy++wPDhw994PG9TPXsTNm3aBD09PVy7dg329vaYNWsWgoKC2jtZLbJr165W/0u97eGfVMcHDRqE3bt3t2sa/s7Kysqwdu1ajB49GlFRUQDqtu36bNy4EZcuXUJkZCS+/PJL6OrqYuLEiRg7diwqKyublI72anv37t1D586dFba9DfW6uczMzLBnzx7Y2Ni0d1KYvwk2AGlDyr7RaQ+PHz9GXl5eeyfjH2fKlCno3bv3G4/nbalnb8qLFy/g7u6OXr16QUtLC4MHD8bIkSPbO1kt8t9SZv+kOu7k5ISZM2e2dzL+tl69eoWKigq8++676N69O4C6bbs+3bp1w8CBA+Hj44PJkycjLCwMERER+PHHH7Ft27YmpaO96pKyeN+Get1curq6mD17NkxMTNo7KczfxFsxADE2NsbXX3+NZcuWwdzcHDo6OnjvvfeQk5PDHVNRUYENGzbA3t4empqasLW1xZ49exTCycvLw7/+9S9YWlpCLBbD3d2d+2ZF7sqVK+jZsyc0NDRgZ2eHH3/8sU56bt68iXfffRcGBgaQSqX44IMPkJmZqXDM3r17YWlpCU1NTXh4eODevXsNXqNAIEB6ejo++ugjdOjQgdv+3XffwdHRERoaGtDX10dAQAByc3MbDGv//v3o1q0bxGIxDAwM4O/vjydPnvDKh6ioKHTq1AkAYGVlhdGjRwMAJBIJtm/frhDP9OnT0adPHwBAQkICBAIBTpw4gUGDBkFHRwcGBgZYtmwZqqqq6k1rVlYWxo4dC2NjY2hqasLR0RH79u1TOKaxPDA2NsZXX32FmTNnwsDAALq6uli2bBmePn0KPz8/6OnpwdLSss43R3zKsaZ79+5BIBDg1KlTcHJygqurKwB+de+vv/7C8OHDoampCRMTE2zYsKFO+DVfBe/atQvGxsY4efIkjI2NsXz5cgD86nB2djYmTJiADh06QF9fH2PHjuXKX1k941MGraGsrAyrV6+Gubk5JBIJPD098ccff3D7S0tLsXz5clhYWEAoFKJTp05Ys2YNN83o/v37EAgEuHTpEkaPHg0DAwMYGxtjwYIFqKysREVFBQQCAe7evYtdu3ZBIBDg2rVrdaZgXblyBb169YJIJIKTkxN+/fVXeHp6Yu7cuQCA7du3QyKRKKT9yZMnEAgEOH36NICWlQ+fPqamgQMH4uDBgzh8+DAEAgESExO5fSkpKfDw8IBIJELHjh1ZHYfyOh4dHQ0vLy906NAB2tra8PT0xO+//15vPvCpA+Xl5Vi2bBksLS0hEolgYWGBJUuWoKysDEDdqR587mN//fUXRo4cCbFYjI4dO2Lbtm1Yu3YtHB0d601rZWUl1q1bBxsbG2hqasLc3Bzz5s1DYWFhvecA1fXQy8sLYrEYEokE3t7euHHjBrd/z549MDIyQmxsLNzc3KCjowNra2scOHBAIZym1rGa+Tlu3Djo6elBQ0MDzs7OCA0NBQBcuHABBgYGAKq/9dfQ0FDatpvi/fffx5gxY/Dll1+CiHjlXX1tLywsDL1794a2tjYMDAwwatQoPHz4kIuLT5967Ngx9O3bFxKJBCYmJli8eDGKi4sBABs2bMCUKVOQmZkJgUCAr776qt5nhIbCUWbHjh3Q19dHZGQknJycIJFIYGVlhZCQkHrPaez+DzTer9aegjVu3DiMHTsWBw8ehJ2dHbS1teHi4tJouTbU9gEgLi4OgwcPhoGBASQSCVxdXXHhwoUGw6yJT//T1Oc7ppnoLWBmZkZmZmZ04MABKi8vp6ysLDI1NaU5c+ZwxwQFBZFYLKbDhw9Tamoq7dmzh4RCIe3fv5+IiCorK8nFxYVsbGzo4sWLlJSURPPnzyeRSER37twhIqKCggLS09Mjb29vunXrFt24cYN8fHxIT0+P5s2bR0REjx8/JqlUSsOGDaPbt2/TjRs3yMvLi2xsbKikpISIiH7//XcCQEuWLKHk5GQ6e/Ysubi4EAA6fvy40mt88uQJAaCdO3fS8+fPiYgoJCSEBAIBbd68mZKTkykqKors7e3JxcWFqqqqlIbz+++/k0AgoH379lFaWhrFxsaSl5cX9evXj1c+lJWVUXh4OAGgmzdvkkwmIyIiLS0t2rZtm0JcgYGB5OLiQkREd+7cIQBka2tLsbGxVFlZSSdPniQ1NTUKDg6ut2x9fHzIw8ODrl+/TmlpabR7925SVVWl3377jXcemJmZkbm5OZ06dYqqqqro22+/JQDUu3dv+uOPP6iqqorWrl1Lmpqa9OLFC97lWFtKSgoX7oEDB+j27du86p78Oi0sLLg8nzdvHpmYmJCTkxN3jL6+Pm3cuJGIiPbt20disZh8fHzo7Nmz9OjRI151uLy8nHr27El9+/alixcv0u+//059+vQhZ2dnqqysVFrPGisDPtasWUMaGhoNHjN//nwyNDSk8PBwiouLoylTppBEIqFHjx4REdG0adNIT0+Pjh07RmlpaRQaGkra2tq0ePFiIiJKTU0lANSjRw/6448/iIjowoULBIDCw8OJiCgvL4/s7e0pMDCQ8vLyqLy8nPz9/cnHx4eIiIqLi0lfX5+8vLwoISGBoqKiqGfPntSxY0eujW/bto20tLQU0p6VlUUA6NSpUy0qHz59TG0FBQXk4uJC48ePp7y8PKqoqKDg4GBSU1OjQYMG0S+//ELx8fE0ceJEUlNToydPnhARq+PyOv769WuSSqU0a9YsSkpKonv37tGcOXNILBZz/UFtfOrAxo0bycjIiH777Td6+PAhnTlzhjp27Egff/wxERHt3LmTVFVVufP53MeGDx9OHTt2pMjISLp16xaNHDmSbGxsFPJQWVqFQiEdO3aMUlJSKDIykszMzGjRokX1npOcnEwikYjGjx9Pt27dolu3btGoUaNIW1ubsrKyiIgoODiYhEIhjRgxgrKysqiqqorWr19P6urqLapjRESlpaVkb29PPXr0oMuXL1NKSgqtX7+eANCJEyeorKyMkpOTCQAdOHCAnj17prRt15aQkEAA6Oeff1Ya79GjRwkA3b17l1feKWt7169fJ4FAQGvWrKH79+/T9evXadCgQdSjRw8unsb61F9++YUA0KpVqyg1NZXOnj1L5ubmNGnSJCIiKiwspIULF5KFhQXl5eVRcXGx0r67sXCUkdfLIUOG0F9//UUlJSX0ySefkIqKCj148EDhGLnG7v98+lX5M0J0dDQREQUEBJCpqSnNmjWLXr9+TUVFRTRkyBBycHCoN+2NtX15OkaOHEkJCQl07949WrhwIWlpaXF1tva11eyT+PQ/zXm+Y5rnrRmA+Pr6KmybNm0a9e3bl4iIXr58SUKhkNavX69wzPTp08nGxoaIiH799VcCQJcuXeL2V1ZWkp2dHU2fPp2IiI4cOUIA6N69e9wxT548IYFAwDWiVatWkY6ODuXn53PHPH78mFRUVCg0NJSIiGbMmEEmJiZUUVHBHSMPu74KWlxcTADo4MGD3LaePXuSn5+fwnHnz58nABQTE6M0nN27d5OmpiaVlZVx23Jycig2NpZ3Ppw7d44AUHp6OncM3wGIvCHLDR48mN555x2laSUiMjIyqnPOtWvXKCcnh3cemJmZ0Xvvvcftf/nyJQFQeKC7d+8eAaCrV68SEb9yrE3+ALx06VKFuBqre/Ibx65du7j9VVVVZGtrW+/DWXBwsMLDDhG/souMjCQAXGdJVH1T/vDDDykrK0tpPWusDPhobAAik8lIJBLRzp07uW2lpaXk7+9PkZGR9OzZM1JTU6MdO3bUCVdLS4tKS0u5/N+0aZPCMdbW1rR8+XLus5OTk0LZ1xyAHD9+vE4bj46OVqgvfB4+m1s+fPoYZdzc3GjKlCncZ3n8Z8+e5balpaVxD3BErI7L63hSUpLCgw9R9YNMVFQUFRYWKs0HPnVg7NixXL2Su3//PiUnJxOR8gFIQ/exnJwcUlFRUchDmUxGHTp0aHAAkp2dzQ0U5ZYsWdLgg1xQUBAZGBgo3CdevXpFIpGIa1/y8ql5r3n8+DEBoDNnzhBR8+oY0f89OCckJChs9/Dw4PIoLy+vzj2zdtuurbEBSExMDAGgCxcuEBG/vKvd9l6+fElxcXEKA6CTJ08SAMrNzSWixvtUd3d3GjBggML+0NBQEggE3ABw5cqV1KlTJ26/sr6bTzi17dy5s057KC0tJYlEQp988gl3TFMGIHz6VWUDEKlUSkVFRdw5ISEhBKDedtlY2y8rK6Pbt2/Ts2fPuP0ymUzhS6qGBiB8+p/mPN8xzfNWTMECwM0BldPV1UV+fj6A6pUvysrKMGTIEIVjBg4ciLS0NLx+/RqxsbHQ0NDAgAEDuP0qKip45513uNeqSUlJ0NLSUnjdbWZmBjMzM+5zbGwsXF1dFV6BWlhYwNraWiEcFxcXqKqqcse4ubk16XrLy8tx+/ZtuLu7K2yXv/KsOQ2jJm9vbwgEAnh5eSE4OBgZGRkwNjbmplLwyYeWqD2/28nJCWlpafUe/95772HLli1YunQpLl68iLKyMri5ucHY2LhJeWBnZ8f9XyqVAoDCjxTl216+fAmAXznWp1+/ftz/+dS9+/fvAwBXBkD1NJGan/nExafs4uLiIBKJFFYe6tmzJ44fPw5zc3OlcTRUBq3l7t27KCkpQd++fbltQqEQERERGDx4MG7duoWKigqlZV1YWIjU1FRuW0N9QWMePHiADh06KLRxT09PbrpHUzW1fPj0MU3Rv39/7v9GRkYAqufOy9PD6jhga2sLOzs7BAQEYOvWrbh58yZUVVUxYMAAiMXiRtNXn/feew8XL17E+PHjERERgfz8fNjb28PW1rbecxqqu6mpqaiqqoKHhwe3X1tbu9EV3AwMDHDu3Dm4u7vDwsICJiYm2Lt3L168eFHvOfHx8XBxcYG6ujq3TSKRwM7Ork7dqJlmXV1dAODSzKeOFRQUcP9kMhkXv6amJnr06KEQV58+fVrlPlQf+XRO+dS45uSdVCpFeno6hg8fDmtra5iYmGDKlCkAwJ3XUJ9aVVWFuLg4pe2JiHDr1i1e19LScGreq4VCIWxsbBq8Vzekuf2qfOqbXO36VVtjbV9dXR1lZWWYP38+HBwcYGpqiq5duwJAg2Uqx7cPb+nzHcPPW7OGYM1KKkf/fx6nvFMbNGgQBAIBt1/+24OcnBzIZDKUlpbWCaeiooL7UdSrV6+UxlNzLrBMJkNCQkKdJUfLysqQnZ3NhWNqalpvGHwUFhaiqqqKe3CW09bW5uJQxs7ODlevXsXnn3+OVatWYebMmXBzc8PXX38NV1dXXvnQErWvU0tLCwUFBfUev2fPHm7u744dO6CtrY05c+Zg06ZNTcoDDQ2NOmErWxa2Zp1prBzro6Ojw/2fT92Tp7N2nvOpE7Xjaqzs8vPzG/xxpjINlUFrLcUov6HUlzZ5PjZU1vIybqgvaMzz58+5MGvS19fndX5tTS0fPn1MU9TMT3n9Y3VckaqqKqKjo/H5558jODgYH3/8MSwtLbFp0yZMnjyZdzi1TZo0CVKpFLt27cLkyZNRUVEBPz8/7N69mxsM1tZQ3X3+/DkA1KmfjdXNBQsWIDQ0FHv27IGHhwc0NTXx2WefISwsrN5zZDKZ0v5eW1u7zr2lsXtvQ3WspKSEe6gEgE6dOiEjIwMymQwSiUShPtUXf2tKSUkBAFhaWgJoXt6Fh4dj/PjxWLt2LXbu3AkdHR1ER0dj7Nix3DEN9aklJSWoqKjA+vXr8e9//7tO+I21TbmioqJmhyMQCOoMvhu7Vzekuf2qsroF1N+fN9b2U1NT4e3tDW9vb4SGhqJjx46oqqqq98u32vj24S19vmP4eWsGIA2R38BCQ0Ph7OxcZ7+FhQV0dHQgEomQkJBQZ798JKulpcXdbGuq2Sh1dHTg6emJvXv31jlO3gC1tLS4b9qVhcGHlpYWVFVV66RH/rnmTbu27t27IzQ0FJWVlYiJicGaNWswYsQIPHnyhFc+KFP7RgFA6Q/dat88ZDKZwg2oNnV1dSxatAiLFi1Cbm4uQkJCsGbNGhgZGWHBggXNzoPG8ClHvuEADde9R48eAUCL6wSfsjM0NMSrV69ARErLTJmGymDJkiVNSmN9DA0NAUBp+wL+Lx/fRFnXJBKJUFRUVGd7zW/H+Nb12lqrj2ktrI7/H0NDQ2zbtg3btm1DUlISvvjiC/zrX/+Co6MjXFxc6hzPtw6MGjUKo0aNQmFhIc6cOYOgoCBMnz4dJ0+e5JWumuQP8bXrZ0Pf3FZWVuLAgQNYu3YtJk2axG2vXQ616ejoKK2HMpkMHTt25J3mxuqYhoYGoqOjuW3ya9TR0VFahjKZrNXaujLh4eHo0qULrKysmp13wcHB8Pb2xsaNG7lttetGQ31qUFAQtz8wMLBO+HzfPIvF4maHQ0QoLCxUeJiXyWTcAjS1NdYe+PSrraGxth8eHo6KigqEhYVxde3x48e8w+fbh7e0n2P4eWumYDWkR48e0NDQwNOnT2Fvb8/909fXh6GhITQ0NODq6oqSkhJUVlYqHCNf+QKofntQVlaGpKQkLuw7d+4orFLi6uqK1NRUdOnSRSEcFRUVblRsZ2eH27dvK6z+dP78eV7XIh/5q6uro0ePHrhy5YrC/qtXrwKAwlSWmmJjY7lj5NMMNm7ciGfPniEnJ4dXPtROC1D9zXTtRnb79u068V++fFnhc1xcXL3rtb98+RJHjhxBeXk5AHAr4fTr1w937txpdh7wwacc+eBT9+TTw2pOLSgvL6+zsgafNDdWdr169UJZWZnCSiJJSUno06ePwkod8rJtrAxai52dHcRisUL9qKqqwoABAxASEoIePXpATU1NaVnr6Ohwr9FbqmvXrnj+/LnCijVXrlxRWHZaKpWiqKiIyxMAvKZFtFYfUx++b3lqpofVcSA9PR0nTpzgtjs6OuLbb7+Fqqoq7t69qzQdfOrAiRMnuL+VpKWlhbFjx2LGjBnNbjfyOn79+nVu26tXrxpcwUe++lvNb5pfvXqFkydPNlhf+vTpg7i4OG7FLqD6IerBgwdN6lcbq2MCgQCenp7cP/n02T59+qCkpAQ3b95UCO/q1ast6tcbsn//fly8eBErVqwA0LS8q/m5pKSkzjf7R44c4Y5rrE9VUVGBi4sLMjIyFPLM2toaQqFQ4Qs7ZWUo39aUcJSp2Re/fv0aycnJ9d6rG7v/8+lXW0Njbb+kpARaWloKb+TkK6vx6T/59uHNfb5jmuZvMQCRSqWYOXMm1q9fj/DwcKSnpyMqKgqDBw/m5mb6+vqiV69emDRpEi5fvoyMjAyEhYWhV69e2LVrFwBg5MiR0NbWxvz583Hjxg3ExMRg7ty5Ct8kzJ49G69fv8bUqVORmJiI1NRUbNq0CU5OTtyNY8KECcjNzcWSJUtw584d/PTTTzh8+HCD1yASiaCpqYnLly8jMTGRW+LxzJkz+PLLL5GZmYlLly5h0aJFGDBggMLydzX9+uuv8PPzw48//ohHjx4hMTERX3/9NTp37gxLS0te+SDvuM6cOcM9KLm4uOCXX37B8+fPUVZWhi1btnBTBmo6efIkjh07hvT0dOzYsQNXr17FRx99pDStKioqmDdvHmbOnInExESkp6cjLCwM8fHx3BzM5uQBH3zKkQ8+da9Tp07o168ftmzZgsjISCQmJmLmzJkQCoVNSjOfsvPx8YGzszOmT5+OyMhIxMTEYObMmSguLoadnV2delZZWdloGVy7dg3u7u5KB5xNyadp06Zh8+bN+P777xEfH4/Zs2cjLi4OHh4e0NPTw7Rp07BlyxacOHECjx8/RkhICHbt2oWgoKBWmwo2YsQIaGpqYtGiRXjw4AGuXLmCpUuXKjyQu7i4gIi45UaTk5O5/G1Ia/Uxyujq6iIhIQGJiYlK250yrI5X1/FHjx7B398fX3zxBZKTk5GSkoJNmzZBRUVF4fcnNfGpA1999RXGjRuH33//ncuTH374QWH+eFNYW1ujd+/e+M9//oOrV6/iwYMHmDx5coNTY4VCIXr27InDhw/j0aNHuH37NkaOHInhw4fjxYsXSE5O5n73UNPcuXNRVFSEwMBApKSk4M6dO5g4cSKkUilXpnw0t44NGzYMjo6OmDFjBm7cuIFHjx5h9erViIuLa5W3rnfv3kVUVBSioqJw/PhxTJgwATNnzsTkyZMxY8YMAPzzrnbbc3Nzw/nz5xEbG4vMzEzMmTOHe2sUFxeH0tLSRvvU5cuX46effsLWrVuRkpKCxMRETJ48GR4eHtwsAl1dXeTk5CA6OhqZmZlKnxH4hKOMmpoatm7dipiYGKSkpHBL5QYEBCg9vrH7P59+tTU01vbd3NyQl5eHgwcPIjs7G7t378b169dhZGSEW7du1fsGXo5P/9Oc5zummdrmt+4NMzMzozVr1ihsW7p0KXXp0oX7XF5eTp988glZWlqSuro6WVhY0Lx58+jly5fcMbm5uTR58mTS19cnkUhEDg4O9OWXXyqEe+HCBXJyciJ1dXXq2rUrRUREkIeHh8JS5vbz3QAAIABJREFUiXFxceTj40NisZikUin1799fYTUaIqIdO3ZQx44dSUNDg/r168etziFfiUGZTz/9lMRiMenr63Oriuzfv5/s7e1JXV2dDA0Nafr06QorjtRWXl5Oq1evps6dO5NQKCRDQ0Py8/OjpKQk3vlQUVFBw4YNI6FQSIMGDSKi6tVxPD09SUtLi8zNzWnDhg20atUq6tWrFxH93woXP/zwA40YMYK7jtorFtUWGxtL3t7epKOjw6Vl+/btCsc0lgfK6gcAheV/5SvYnDt3jtvGpxxrkq8QdP78+Tp53ljdS09PJx8fH9LQ0CAjIyNat24drVmzRmG1FWUrBNVeapJPHc7MzCQ/Pz/S1tYmXV1dGj16NGVkZHD7a9ezxspAvipazVVTauOzDG9xcTEtXLiQjI2NSSwWk7u7O0VFRXH7S0tLaenSpdSxY0dSU1MjKysr2rx5M7fccn357+LiQoGBgdznhlbBIiI6deoUde3alTQ0NKhPnz505coVsre3V1j5afPmzWRqakpSqZQ8PDy49itfYaol5cOnj6nt7NmzpK+vT1paWvTrr78qjf/Vq1cEgL7//ntuG6vj1XU8JCSEevToweVDv3796PTp0/XmA1HjdSA3N5cmTpxIhoaGJBQKydLSkubOnUsFBQVEpHwVrMbuY8nJyeTp6UkaGhpkZWVF+/fvp9mzZ3OrDSmTmJhILi4uJBKJyN7eniIiIigrK4usra1JW1tbYTXDmmJiYsjDw4NEIhFJJBIaOnQotzwtkfLyaY06JpeVlUUffvgh6ejokFAopN69e9Mvv/zC7W/JKlg1/0kkEvLw8KCQkJA6y9fzybvabe/58+fk5+dHEomETE1NacOGDVRZWUmDBw8mDQ0NOnr0KK/72tGjR6l79+4K9+n79+9z+zMzM8ne3p6EQiGtW7eOiJQ/IzQWTm07d+4kNTU1unLlCvXu3ZuEQiFZWVkptIfadbex+z9R4/2qslWwPDw8FNJ26tQpAlDvCl7yfGmo7S9fvpwMDAxIR0eHJkyYQAUFBbR+/XoSiUQ0d+7cBlfBIuLX/zTn+Y5pOgFRE9/7M/9Id+/ehbOzM6Kjo+Hp6dneyWGYer148QJisZh7TV9aWgo9PT18/vnnmDdvXjunjvknKyoqQllZmcKqUj4+PtDT08Px48fbMWXMf4tvvvkGQUFBSt+MtQTrV5nW9rf4ETrDMAwfMpkM1tbW8PX1xbp166CiooJt27ZBVVUV/v7+7Z085h9u5MiRyM3Nxd69e2FsbIzTp0/jf//3f7m/vs4wbyPWrzJvwt/iNyAMwzB8SKVSREZG4vnz5/D09MQ777yDzMxMREZGtsoy1AzTEmFhYejRowc++OAD9OzZE4cOHcKhQ4cwYsSI9k4aw9SL9avMm8CmYDEMwzAMwzAM02bYGxCGYRiGYRiGYdoMG4AwDMMwDMMwDNNm2ACEYRiGYRiGYZg2wwYgDMMwDMMwDMO0GTYAYRiGYRiGYRimzbABCMMwDMMwDMMwbYYNQJhmSUtLg0AgwIULF+o95ptvvoGaGv+/dWlubo61a9c2KR0VFRUQCATYunVrk86LiIiAQCDAs2fPmnTe26ax62hqGbxJkyZNgqenZ3sn4x+ndh358MMP4evr286perMyMzPh5uYGkUiEr7766o3GxacvbK7Ro0dDIBBw/8RiMRwdHbFkyRJkZWW1enx/N3fv3oVAIEBMTEx7J4VhmCZiAxDmjRk0aBB2797d3sn4R2tOGezatQtTp05tcdxjxozBoUOHWhwO07pmzZqFoKCgNx5Pa9Wj5jhw4ACSkpIQGRmJCRMmtGrY9+7dQ+fOnVs1zIZ06dIFly5dwqVLl3D8+HEEBATg559/hrOzM6Kjo5sUVlunvSYjIyNkZGRwn1ujfpiZmWHPnj2wsbFpafI47ZlHDPNP8nZ8Ncr8V3JycoKTk1N7J+MfrTllEB8f3ypxx8fHs7/w/BYaPHhwm8TTWvWoOV68eIFOnTrBy8ur1cNu6+uSSCQYOHAg93nEiBFYtGgRhg0bBn9/fzx8+BDa2tq8wmqvMnn8+DHy8vJaPS26urqYPXt2i8OpqT3rLcP8k/zXvQGRT8mp+U0LALx+/brdXtV27dq1zeNsqo4dO2Ljxo3c55ycHAgEAowbN07hOFNTU2zbto37XFhYiICAAGhra0NHRweLFy9GZWUlgLrTf8rKyrB69WqYm5tDIpHA09MTf/zxh0L4qqqq+Pe//w0TExOIRCIMHz4cT58+bdG1VVRUYP78+dDV1YVUKsXEiRPx8uVLhWPGjBmDcePGYd26dZBIJDh9+jQA4MqVK/Dy8oJYLIZEIoG3tzdu3LjBnbdjxw7o6+sjMjISTk5OkEgksLKyQkhICHeMn58f/P39sX37dlhaWkJTUxN9+vRBXFycQhqOHTuGvn37QiKRwMTEBIsXL0ZxcXGTrqO22mVgbGyMr7/+GsuWLYO5uTl0dHTw3nvvIScnBwAwcOBAHDx4EIcPH4ZAIEBiYiKvfKhNIBAgPT0dH330ETp06MBtV1NTw88//ww7OztoaGjA2dlZIR8qKiqwYcMG2NvbQ1NTE7a2ttizZ0+D19gYmUwGExMT6Ovrw8DAoEVh1aet+pcjR47Aw8Oj3v186kjNKVj37t2DQCDAqVOn4OTkBFdXVy6cxsqhofbc3HpUux3+8MMPkEgk2Lx5s0LclZWVMDIywscff1wnDzw9PfHNN99w1yafntlY3Lt27YKxsTFOnjwJY2NjLF++vE7YGzZswJQpU5CZmQmBQKAwvauhvhAAbt68iXfffRcGBgaQSqX44IMPkJmZWV9RNkgikWDfvn3Iy8vD4cOHue1hYWHo3bs3tLW1YWBggFGjRuHhw4cNpj0uLg6DBw+GgYEBJBIJXF1d60wn279/P7p16waxWAwDAwP4+/vjyZMn3P68vDz861//gqWlJcRiMdzd3REVFQUAiIqKQqdOnQAAVlZWGD16dL31o6l5VHsK1rhx4zB27FgcPHgQdnZ20NbWhouLC65du8adk5WVhbFjx8LY2BiamppwdHTEvn37WpRHe/bsgZGREWJjY+Hm5gYdHR1YW1vjwIEDCumNjY3l6qCFhQVWrFiB0tJSbn9j119SUgKBQIBNmzbVmycM87dBb6mqqqpmnVdeXk4AKD09XWF7ZWUlXb16lWQy2RuLW5n09HTS19dvtfDelEmTJtG7777LfT527BhZWFiQqakpty05OZkAUEJCAqWmphIA6tmzJ+3cuZMSExPp888/JwB07NgxIiLauXMnqaqqcufPnz+fDA0NKTw8nOLi4mjKlCkkkUjo0aNHRERkZmZGdnZ2NH/+fIqLi6Mff/yRdHR0aPbs2fWmW17eW7ZsqfeYjRs3klAopAMHDlBqairt3r2bLC0tCQDl5eUREdHEiRPJ3t6eRo4cSZcvX6Znz55RcnIyiUQiGj9+PN26dYtu3bpFo0aNIm1tbcrKylK4xiFDhtBff/1FJSUl9Mknn5CKigo9ePCAiIj8/f2pQ4cONHv2bCouLqb8/Hx69913ydLSkiorK4mI6JdffiEAtGrVKkpNTaWzZ8+Subk5TZo0qUnXUVvtMjAzMyMzMzM6cOAAlZeXU1ZWFpmamtKcOXOIiKigoIBcXFxo/PjxlJeXRxUVFbzyobYnT54QANq5cyc9f/6ciIgCAgLIysqKhgwZQtHR0RQdHU3du3cnBwcH7rygoCASi8V0+PBhSk1NpT179pBQKKT9+/fXW758Xb169Y21xab0L81VWFhIFhYWdOPGjXqP4VNH/P39ycfHh4iIUlJSCAD17t2bDhw4QLdv3yYifuXQUHtubj1S1g6nTp1K9vb2Ctd54cIFAsC1sZoKCgooMDCQ7O3tKS8vj4qKinjFvW/fPhKLxeTj40Nnz57l+qXaZbBw4UKysLCgvLw8Ki4u5tUXPn78mKRSKQ0bNoxu375NN27cIC8vL7KxsaGSkpJ6y9PPz4969OhR735bW1v68MMPiYjo+vXrJBAIaM2aNXT//n26fv06DRo0iDtfWdqLi4tJX1+fRo4cSQkJCXTv3j1auHAhaWlp0ZMnT4iI6PfffyeBQED79u2jtLQ0io2NJS8vL+rXrx8RVdd9FxcXsrGxoYsXL1JSUhLNnz+fRCIR3blzh8rKyig8PJwA0M2bN0kmkymtH83Jozt37hAAio6OJqLqPsbU1JRmzZpFr1+/pqKiIhoyZIhCH+Pj40MeHh50/fp1SktLo927d5Oqqir99ttvzc6j4OBgEgqFNGLECMrKyqKqqipav349qaurc8ekp6eTtrY2TZ06la5evUo//fQTGRgY0Lx583jXkbKyMhoxYgRXrxjm7+ytGICEhISQt7c3nT9/nmxtbUkqldLkyZO5/fHx8eTl5UVdu3YlGxsb+v777xXOX7VqFZmZmZGzszPt3LmzzgDE1taWjI2NSUVFheuo5B4/fkwikYjS0tLIw8ODOnToQJ06deL25+bm0oQJE8jGxoY6depEy5cvp4qKCm5/QkICDRo0iIyNjcnKyoo2bdrE7Tt//jzp6emRQCAgY2NjMjY2plmzZinEv2/fPnJ0dCQHBwdydnamiIgI3vlmZ2dHO3bsoD59+pChoSENGzaMnj17RkREU6dOrfPgfvr0aTIxMaHy8vI6YR06dIikUin3QDx79mxauXIlSSQSSktLI6LqTtbQ0JCqqqq4m+6KFSsUwjE3N6fFixcTkeLDr0wmI5FIRDt37uSOLS0tJX9/f4qMjCSi6odjV1dXhfAmTZpEvXr1qjcP+AxAunbtSmPGjFHYNmPGDIWHsoCAAFJXV+celomqH8IMDAyorKyM2/bq1SsSiURcOcvrW816VVpaShKJhD755BMiqn7gk0gkVFxczB1z5coVAkAXL14kIiJ3d3caMGCAQhpDQ0NJIBBwD0h8rqM2ZQMQX19fhWOmTZtGffv25T67ubnRlClTmpQPtRUXFxMAOnjwILctICCANDU1uTpKRLR//34CQC9fvqSXL1+SUCik9evXK4Q1ffp0srGxURoPEVFYWBj169ePVq9eTRYWFtSpUyeFeOXqG4A4OTnRzz//zH3euHEjjRs3jvv8008/ka2tLdna2tKCBQto5MiRtHv3bm5/Q/1LWFgYeXt704oVK2jo0KFkY2OjcG5FRQXNnz+fbG1tyd7envr37093795Vep1r166ljz76qN58IOJXR2oOQOTteOnSpdzxfMqBT3tuTj1S1g5jYmIIgMLAa/bs2dwDsDLz5s0jJyenJsUdHBxMAOjUqVP1hktEtHLlSoV7BJ++cNWqVaSjo0P5+fnc/sePH5OKigqFhobWG1djAxBfX1/y9PQkoupyi4uLU+jfT548SQAoNzdXadrLysro9u3bCm1SJpMRAAoPDyciot27d5OmpqZC3uXk5FBsbCwREf36668EgC5dusTtr6ysJDs7O5o+fToREZ07d67Ofbl2/WhOHikbgEilUioqKuKOCQkJIQBUWFhIRERGRka0ceNGhXCuXbtGOTk5zc4jed2JiYlRSDsAOnPmDBERrV69moyMjBSeH0JCQrg8am4dYZi/q7diCpaDgwMSEhKwefNmnD59Gi9fvuR+vPr69WuMGjUKU6dORUpKCs6fP49Fixbh5s2bAIDz58/ju+++Q3x8PG7fvo3c3Nw64ScnJyMnJweGhoZ19llYWEBVVRUTJkzAunXr8OLFCzx69IjbP2PGDGhqauL+/ftISkrC1atX8T//8z8Aqqd2DB48GIGBgcjOzsaVK1ewb98+bvqNr68vTpw4AT09PeTk5CAnJwfffvstF/azZ88QFBSE6OhoJCUl4ZdffsHPP/8MIuKVb2pqajhy5AgiIyPx119/AQDWr18PAJg3bx5CQ0Px6tUr7vj9+/cjMDBQ6apIPj4+kMlkuHPnDgDg8uXL8PLygqurK/dDx99//x2+vr4QCATcef3791cIx8jISCFOubt376KkpAR9+/bltgmFQkRERCjMSecbHl9lZWVIS0vjppbIubm51TnWzs4Oenp63Of4+Hi4uLhAXV2d2yaRSGBnZ8dNGZDr3bs393+hUAgbGxukpaVx2xwcHCASibjP8t9lpKWloaqqCnFxcRgyZIhCmAMHDgQR4datW026jsZ0795d4bOuri7y8/PrPb4p+dAYOzs76Ovrc5+NjIwAAK9evUJiYiLKysqU5kNaWhpev36tNEw1NTUkJCTAysoKjx8/xpEjRzBjxgxuWllLFBYWYsqUKdixYweSk5Ph7u6O8+fPK7SBhvoXNTU1XL58GUOHDsW5c+cQHh6OoKAgFBUVAQBOnDiBuLg4JCUl4f79+1i2bBk3/a+mjIwM7N27t85UpJpaUkf69evH/Z9POfBtzzXxrUe126GHhwccHBzw/fffAwCqqqrw888/N+kHzE2pwzXzoika6rtiY2Ph6uqqMB3RwsIC1tbWTW5DNVVUVHD9uVQqRXp6OoYPHw5ra2uYmJhgypQpAKp/E6OMuro6ysrKMH/+fDg4OMDU1JSbMiw/x9vbGwKBAF5eXggODkZGRgaMjY25ehYbGwsNDQ0MGDCAC1dFRQXvvPNOk66ttfLIxsYGmpqa3GddXV0A4Pq49957D1u2bMHSpUtx8eJFlJWVwc3NDcbGxkrD45NHcjX71trxxsXFoXfv3lBVVeWOmTx5MoKDg1v1+hnm7+KtGIDo6OggPz8f69at4xq2ikp10i5evIjS0lJ89NFHAIDOnTvD398fYWFhAIBLly5h8ODBXOcxc+bMZsU/fPhwDBkyBAKBgIu7oKAAp06dwpIlS6CmpgaxWIw5c+ZwcV+8eBGampoICAiAQCCAqakpEhMTMXbsWF7xCoVCEBG+++47ZGZmwtraGqGhoQoPN42ZNGkSdHV1oaamhkmTJuHSpUsAgD59+sDR0RGhoaEAgNzcXJw7dw4zZsxQGo65uTns7OwQExODp0+fIiUlBR4eHvDw8FAYgNR+uNDS0lL4LBAIlA6g5J1w7eNr4xseX4WFhSAihRsSUP3wUZuOjo7CZ5lMBqlUWuc4bW1thUGRfHnMmrS0tFBQUFBvfPLrLCgoQFFRESoqKrB+/XqIRCLuX5cuXQAA2dnZTbqOxtQOA0CDecw3H/hQVr7y+GUyGYDqlbtq5oO87Tc0oBCLxQgMDARQ/cBqZWXV5BWClImPj4eamhqGDx8OAJg4cSJMTEyaFIaFhQUGDRoEAOjZsycqKirw559/AqjOw7S0NERERCA/Px/vv/8+Vq5cWSeMZcuWYenSpQ3G3ZI6UrPu8ykHvu25Jr71qHY7BIDAwECEhYWhoqIC0dHRkMlkdX6f1hpx1xc/Hw31XTKZDBcvXlTIT5FIhIcPHyI7O7tZ8QFASkoKLC0tAQDh4eEYM2YM3NzccO7cOSQmJmLv3r0Nnp+amgpvb2+UlJQgNDQUN2/erPMjbDs7O1y9ehVdunTBqlWrYGVlBXd3d1y/fp27ttLSUmhqaipc28GDB5t0ba2VR8r6N+D/+rg9e/Zg8+bN3P3M0NAQq1atQkVFhdLz+ORRQ3HL483Pz2+wvbypOsIwb6u3YhUs+UNInz596ux78eIFZDKZwrJ4paWl3Oo6z58/575pAKDwzVlT4lcWd35+PogIw4cP59JYWVnJdSJ5eXl1vvWsmZbGSKVSXL58GV9++SU+//xzGBkZYd26dU26sdZ8INHT01P4JnvevHnYvn075syZg0OHDsHX15f7MaAyPj4+uHLlCoyMjODs7AwdHR14enpiwYIFyMrKQmZmZrP/foA8n+QPN21FPjCo/UPcmoOD+ujo6ChNr0wmQ8eOHbnPRITCwkKFm4tMJlPI69oPOfJwdXV1IRaLoa6ujkWLFnEP0TUZGxu36Dpaim8+tEY8ABAaGgpnZ+c6+y0sLOo918jISGHgXrstNNezZ88U3tgA1YP1pqj5QKuiogKBQMD9OHnw4MHYuXMnvvvuO0yfPh19+/bFF198gV69enHnREVFITExEUeOHGkwntaqI3zKQZ63TWnPLalHU6ZMwerVq3Hp0iWcPHkS77//fpMGCm1VhxuK39PTU+mAgO8KVrXFxMTgr7/+4t5UBQcHw9vbW2ExkZqLWCgTHh6OiooKhIWFcW9oHz9+XOe47t27IzQ0FJWVlYiJicGaNWswYsQIPHnyBDo6OhCJREhISKhzXs1v+xvzJvJIGXlfu2jRIuTm5iIkJARr1qyBkZERlixZUud4vnnUGENDwwbbS1tdP8O8Ld6KNyByNaeoyJmbm8PMzAwZGRncv+zsbOzfvx9A9QNczRtsc78pUBZ3x44dIRAIEB0dzcWdlZWFBw8ecPtrr9D0559/NikNffv2RVhYGJ4+fYrt27djypQpCquLNOb58+fc/1+8eKEwABs3bhyys7MRHR2N7777DrNmzWowLF9fX1y5coWbfgVUT0d4+PAhwsPDYW9v3+BDYEPs7OwgFotx+fJlbltVVRUGDBigsGJUa9PQ0EDnzp3rvMI+f/58o+fKV6oqKyvjthUUFODBgwcKU08AKFzX69evkZycDHt7e27b3bt3FV7Xy1d+sre3h4qKClxcXJCRkQF7e3vun7W1NYRCIXR1dVt0Hc1R841IU/KhoXAa06NHD2hoaODp06cK+aCvrw9DQ0NoaGjUe27NdgDUbQsNUVVVVVitqOZDQocOHeoMHuXTHVvL+PHjERkZiadPn8LHx0fhDWplZSUWLVqE7du3N3j9QMvqek18yoFve26teiRf0SksLAwRERHc2xi+WhK3Mk19K+vq6orU1FR06dJFIU9VVFRgamra5Pjz8/MxZ84cdO7cGWPGjAFQvUJS7cGyfNBaM701/19SUgItLS2F+5/8rbn8uNjYWFy9ehVAdVsZMGAANm7ciGfPniEnJweurq4oKSlBZWWlwrVpamrWGazXzrean1s7j5R5+fIljhw5gvLycgDgVjvr168fN/24drr45BEfvXr1QmxsLEpKSrht33//Pby8vFBVVdUm188wb5O3agCijIeHB0pLSxEeHg4AKCoqwuzZs7nlHr28vBAZGYns7GwQUYuX7KxJQ0MDo0aNwmeffYaqqioQEbZv3859Q+Ht7Y2ysjJuStazZ88wYMAAbvlBoPotx6tXr7hBSc2/WB0bG4tx48ahrKwMAoEALi4u0NTUrDMF6+OPP673Jnns2DEUFxejqqoKR48ehY+Pj0L6AwMDMWfOHJSUlHDTSOozaNAg/Pnnnzh58iTeeecdANXfvHTv3h3ffPNNi/5+gFQqxbRp07B582Z8//33iI+Px+zZsxEXF9fgsqKtYcKECThx4gSCg4Nx9+5dfPHFF0q/ratt7ty5KCoqQmBgIFJSUnDnzh1MnDgRUqmUm1sNVM/z37p1K2JiYpCSkoK5c+cCAAICArhjdHV1ERgYiKSkJMTHx2PFihXo2rUr95fBly9fjp9++glbt25FSkoKEhMTMXnyZHh4eHAPwM29jqbS1dVFQkICEhMT8fz5c975UJNIJIKmpiYuX76MxMRE7obfEKlUipkzZ2L9+vUIDw9Heno6oqKiMHjw4HrjkXvx4gVOnDgBALh+/ToyMjJ4/w0ICwsLJCUlAagePNb8DUavXr3w8uVL7kE7IiJC6e/Mmmv37t3ckpqamppwcXFRaP979+6FgYEBRo8ezSu81qgjfMqBT3tujXpU0/Tp0/H9999DXV0d3t7eTbqmlsZdk66uLnJychAdHc17Gd3Zs2fj9evXmDp1KhITE5GamopNmzbBycmJm8pUn9evXyMqKgpRUVGIjIzE9u3b0aNHD/z555/44YcfIBQKAVT/1uf8+fOIjY1FZmYm5syZw73diYuLQ3FxcZ20u7m5IS8vj5sutXv3bly/fh1GRka4desWZDIZfv31V/j5+eHHH3/Eo0ePkJiYiK+//hqdO3eGpaUlfH190atXL0yaNAmXL19GRkYGwsLC0KtXL+zatYvLMwA4c+YM19Zq14+W5BFfKioqmDdvHmbOnInExESkp6cjLCwM8fHx3G9YmpNHfMyaNQvl5eUICAjAH3/8gRMnTmDFihVwcHCAiooKr+svLy/H6NGjcfz48VbJD4ZpV23zW/eGyVcRUbY6E1H1Klienp5kbW1NNjY2tHz5cu7YyspKCgoKIiMjI7KxsaGQkBBSV1fnllBcsWIFtwKViooK6enpkbGxMbf0HVH1ykDnz59XGndubi6NHz+erK2tqUuXLvTBBx9QdnY2tz8xMZHc3NzI1NSUunTpQlu3blU4v7KykiZPnkwSiYR0dXUVVm4pLy+nhQsXko2NDTk6OlL37t3p0KFDddIwa9YsMjMzq7PdycmJVq9eTe7u7mRhYUHDhg1TWD2GiCgjI4NUVFTo3//+t9Lrq61v374EgFsRhIhowYIFBIBOnDjBbZOXWe18c3FxocDAQCKquwJTcXExLVy4kIyNjUksFpO7uztFRUVx+83MzGjNmjUK4S1dupS6dOlSb3r5rIJVUlJC06dPJ6lUShKJhMaNG0cREREKq8MEBASQh4dHnXNjYmLIw8ODRCIRSSQSGjp0qMIqRTt37iQ1NTW6cuUK9e7dm4RCIVlZWdHp06e5Y/z9/cnX15f27dtHnTt3JqFQSK6urvTw4UOFuI4ePUrdu3cnoVBIhoaG5OfnR/fv32/SddSmbBWsxvL47NmzpK+vT1paWvTrr7/yygdlPv30UxKLxaSvr0/5+flK8/jUqVMEgFvpq7y8nD755BOytLQkdXV1srCwoHnz5tHLly/rjef48ePUvXt3WrBgATk4OJCVlRUdPnyY2+/s7EzGxsZ1VqSTr3Z07do1cnR0pEGDBtGYMWNo5cqV3NKmRNUrdVlaWlK3bt3o448/Jh8fH/r222+JqPH+5fiRpA8WAAAgAElEQVTx43VWMVJVVeXKNTs7m0aOHEk2Njbk5ORE/fv3p2vXrhER0YsXL8jY2JhbGpcPPnVE2SpYtdsxn3JorD03px7V1w6JqvtSbW1tbnW5htReBYtP3PKVjOq7D8llZmaSvb09CYVCWrduHa++kIgoLi6OfHx8SCwWk1Qqpf79+9PZs2cbjMvPz48AcP9UVVXJwsKCZs6cSZmZmQrHPn/+nPz8/EgikZCpqSlt2LCBKisrafDgwaShoUFHjx6tk3YiouXLl5OBgQHp6OjQhAkTqKCggNavX08ikYjmzp1L5eXltHr1aq7vkvdNSUlJXNy5ubk0efJk0tfXJ5FIRA4ODvTll19y+ysqKmjYsGEkFApp0KBBRKS8fjQ1j5StgtVYHxMbG0ve3t6ko6PDpXX79u31li+fPFJWd169ekUAFFbtvHz5Mrm6upJIJCIzMzNatGgRtzoXn+uXry5YexUvhvk7EhC14Be+TLvq1q0bPv30U/j7+9d7zKtXr2BpaYl79+61yVznf5pvvvkGQUFB9f6AEaj+w28FBQV1/rgX0zoiIiLw6aefKkyheJNcXV2xbNky3otNMK3j3Llz8PPzQ0ZGBuvLGIZh/ube+ilYTMMaGj8SEdasWYNRo0axGzbzX+1Nfo8SEBDA/VXspKQk3Lt3r1m/G2Ca588//8SpU6cwbdo0LFy4kPVlDMMw/wXeilWwmNZ3//59DBgwAL169cLRo0fbOzkM87f18ccfIzAwkFsUYNeuXbCysmrvZP1jzJ49G9HR0Rg3bhz+85//tHdyGIZhmFbApmAxDMMwDMMwDNNm2BQshmEYhmEYhmHaDBuAMAzDMAzDMAzTZtgAhGEYhmEYhmGYNsMGIAzDMAzDMAzDtBk2AGEYhmEYhmEYps2wAQjDMAzDMAzDMG2GDUAYhmEYhmEYhmkzbADCMAzDMAzDMEybYQMQhmEYhmEYhmHaDBuAMAzDMAzDMAzTZtgAhGEYhmEYhmGYNsMGIAzDMAzDMAzDtBk2AGEYhmEYhmEYps2wAQjDMAzDMAzDMG2GDUAYhmEYhmEYhmkzbADCMAzDMAzDMEybYQMQhmEYhmEYhmHaDBuAMAzDMAzDMAzTZtgAhGEYhmEYhmGYNsMGIAzDMAzDMAzDtBk2AGEYhmEYhmEYps28NQMQmUyGUaNGQU9PD9ra2rCysmrvJCm1du1aTJ06tUnn+Pn54e7du28oRS2L+02nbdmyZfD19X1j4TfXjh078M033zT5vGfPnkEgEODZs2dvIFXAhg0bMGnSpEaPexP5KpPJYGJiAn19fRgYGLRq2AzDMAzDMHJq7Z0AuePHjyMtLQ0ZGRmQSqXtnZxWdevWrbc27jedtoULF6KwsPCNxsEHEUEgEHCfb926hT59+rRjilrmTeSrVCpFTk4Orl27hpEjR7Zq2AzDMAzDMHLt/gYkKysLJiYmWLx4MR49egRbW1uYmJhg6NCh3DGBgYHYuHEjvvzyS3Ts2BESiQT79+/n9oeEhMDZ2Rn29vbo06cPLl68yO3r2rUrVqxYAQcHB3z22WeYOHEiOnXqhBs3bvBK371799CnTx9YW1tj6NChyMnJUdh/9uxZdO/eHZ07d4aDgwPOnDnD7SsqKoKJiQkyMzMxcOBAmJiYoHv37grnf/bZZ7CxsYGlpSXeeecdpKSkcPsqKyuxYMEC2NnZwcHBAR4eHrh37x63/+nTp5g4cSK6du2Kzp07Y8WKFaisrOQVN5+0HTt2DM7OzujatSt69+6NhIQEXnkGAMHBwTAxMYGzszMWLFigsG/GjBkIDAxEv379MG7cOKxduxYODg7cG4mcnBwIBAIcPXoU9vb2MDY2RlBQEKqqqrgwGirzrKwsaGpq4uHDh/D09ISurq7CG7WhQ4ciLCwMq1evhomJCUxMTJCWlsb72gDg1KlTcHR0hKGhIWbOnKmwr6G0lZWVYeXKlbCzs4O9vT2GDRuG9PR0pXGUlpbCy8sLq1atapV8PXbsGPr37481a9bA0tISnTt3xqFDh5p03QzDMAzDMC1Gb4lt27aRn59fvfu6du1K48ePp/z8fCIiqqysJCKiq1evkra2NiUnJxMR0ZkzZ0hbW5uePn1KRESOjo60detW+uOPP0ggENDDhw9p9erVFBQUxCtd/fv3p08++YSIiJ48eUImJiY0ZcoUIiIqLS0lqVRKZ86cISKiI0eOkK6uLlVVVSmEoaqqSnfu3KkT9rVr10hbW5uys7OJiGjGjBkKefDjjz+Su7s7VVRUEBHRTz/9RFu3buX2jxo1iqZNm0bl5eVUWFhInp6e9MUXX/CKu7H9N27cIKlUSrdv3yYiohMnTpChoSEVFxfXG5Yye/bsIR8fH4Vtc+fOpaFDh1J5eTlpaWnRgQMHKDIyknr27ElERHl5eQSAZs6cSRUVFZSTk0NmZmZ0/PhxImq8zImItLS0qG/fvvTbb79RVVUVV1/kfHx8aOfOnU26lpppmzt3LpWXl1N2djZ16NCBLl26xCttW7duJRcXF5LJZEREtHz5cnJ3d+fCX79+PQUEBFBlZSV9+OGHNH369FbL1+PHj5NIJKLg4GAiIoqJiSE1NTWu/sldvXqV9PX1m5w3DMMwDMMwfLT7GxA+dHR0kJOTg3379qFDhw4AABWV6qT/+OOPeP/992FrawsAGD58OCwsLLhvnQUCAXr37g1jY2OIRCJYW1vDwMAAz58/bzTe0tJS/PHHH5g8eTIAwMzMDMOHD+f2C4VCPH78mHtb4+vri/z8fOTl5fG6LldXV+4NkPz8mm9AtLW1kZaWhoiICOTn5+P999/HypUrAQAFBQU4deoUlixZAjU1NYjFYsyZMwdhYWG84m7MkSNHMGTIEDg7OwMARo0ahQ4dOih8m99c8jJRU1ODnp4enJyclJbJ3LlzoaqqCmNjYwwfPhyXLl0C0HiZA9V1Zvjw4RgyZAgEAgFXX1rL4sWLoaamxr05kr9BaSxtERERmDdvHrS1tQEAy5cvx7Vr1+q8WVu8eDEAYO/evbzTxCdfxWIxAgMDAQAeHh6wsrJCdHR0M3OBYRiGYRim6d6a34A0RCAQwNbWlntoqyk7OxumpqYK24yMjJCbm8t91tTUhIqKCoRCIRdezek89Xnx4gUAQFdXl9ump6enMMAICQnBkSNHUFVVBSICAF5hA0BxcTHWr1+P6OhoqKn9P/buPC6q6v8f+GsAYdh3ZlhjcVgcwQVQBDQVRMWEDAqT1NKPZhmmuVCKuZvkVmpaWm4fUdxSE9NUKsLdrxq5lbtiArKGAgEO798ffLg/pwFmUBw038/Ho0fOPffe877n3hnmfc85d/RQUlKiNE+hV69eWLp0Kb755hv85z//QWBgIBYuXIgOHTqguLgYRITIyEhhG4VCAWNjY43qVqeoqAj79++Hq6ursKysrEzj5EodQ0NDAFA6L/9st7rEDKht91u3bgHQ7JyLRKInOsfj4UnarVq1woMHDzSKLScnB3Z2dkKZra0tRCIR8vLyhOP9/vvvoVAoMGzYsCYnTura1c7OTukas7KyQnFxcZPqYIwxxhh7HM9EAgIAYrG43uX29vYqX4rz8/Ph5OT02HXWJR4lJSXCF86cnBzo6dU224EDBzB16lScOnUKHh4eyMnJgYODg8b7nzNnDk6cOIGMjAyYmJhg06ZNmDFjhtI6AwcOxMCBA1FRUYFFixbhtddew+XLl+Hg4ACRSITMzEy4uLg89rH+k5OTE2JiYrB69epm37emCgsLIZFIANQmRFZWVgA0P+cNXTNPkrrY/lleUFAAIlKKvWPHjtiwYQM6dOiAsLCwZp0Q/s9epofblTHGGGNMG56JIViNiYmJwY4dO4QhMGlpacjLy0NYWNhj71ssFiMwMBDr1q0DAFy+fBkHDhwQyu/cuQM7Ozu4u7uDiIThMvfv31faj5mZmTC06t69e6isrBS2l8vlMDExwf3795GSkqK07fLlyzF79mwAtXe2/f39hbvXBgYGiIqKQnJystD7smDBApUhOw3Vra48NjYWu3btwh9//AEAuHXrFmJjY4VeIW1Ys2YNgNovyXv37hXOaXOc84ePu6qqCqWlpc0Ss7rYYmNjsXz5cuE8JycnIzw8HNbW1sI+6ibGr1mzBm+99RZu377dLLEBtW25a9cuAMCJEydw48YNdOvWrdn2zxhjjDGmzjOfgAQFBWHJkiUYMGAAvL29MXfuXKSlpQlzRR7Xl19+id27d0MqlSIhIQFDhgwRhlq98sorcHFxQbt27dCrVy906dIFERER6NOnj9LvREyfPh0jR46Eubk5OnbsKAwlGjt2LI4cOYIuXbpg0KBB+PjjjyESiRAdHS3s//jx45DJZGjbti1mzZqF//73v8J+V65ciaKiIshkMshkMhw9elTYVl3d6so7dOiAZcuWISYmBjKZDJGRkXjppZc0uluen58vfIlOTExEZmam8PrGjRsat72DgwM6dOgAPz8/xMbGCsfWHOd87Nix2LNnD0xMTODu7o7vv/9e420boy62cePGoXv37ggICIC3tzeuXbuG9evX17uvPn36ID4+HvHx8VAoFM3SrnK5HOnp6WjTpg0GDhyIr7/+WhgS5ufnB6lUin79+qGoqEjYd1paWrO0DWOMMcYYAIio7ts0Y0+JgoIC2NraoqCgQKlngD2ebdu2YcaMGTh79mxLh8IYY4yx59gz3wPC/r04N25+3KaMMcYYa2mcgDDGGGOMMca0hodgMcYYY4wxxrSGe0AYY4wxxhhjWsMJCGOMMcYYY0xrOAFhjDHGGGOMaQ0nIIwxxhhjjDGt4QSEMcYYY4wxpjVPTQJSWlqKqKgoWFlZwdTUFG5ubi0dUr2SkpLw5ptvNmmb6OhonDt37glF9Hh1P82xAUBAQABmz56tsjw8PBxSqRQikajF4n8caWlp0NPTe+TtJ0yYgPDw8GaMqHksXrwYy5Yta/J28+bNg66uLsRiMcRiMV544QVMnjwZNTU1TyBKxhhjjLWkR/8G1My2bt2KK1eu4MaNGzAzM2vpcJpVVlbWU1v30xwbAKxduxaWlpYqyw8ePAgAEIvFzR6XNoSGhuLw4cOPvP2YMWNQVlbWjBE9GiKCSCQSXmdlZSEgIOCR9tWjRw8cPHgQRIQLFy6gd+/ecHd3x3/+85/mCpcxxhhjT4EW7wHJzs6GVCrFuHHjcO3aNXh6ekIqlaJPnz7COsOHD8esWbOwaNEiODg4wMTEBF9//bVQvn79evj6+sLb2xsBAQFIT08XymQyGSZNmgQfHx8kJydj0KBBeOGFF3Dy5EmN4jt//jwCAgLg7u6OPn36IDc3V6n8+++/h5+fH1xdXeHj44M9e/YIZeXl5ZBKpbh58ya6d+8OqVQKPz8/pe2Tk5PRunVruLi4oGvXrrh06ZJQplAokJCQAC8vL/j4+CAkJATnz58Xyu/evYtBgwZBJpPB1dUVkyZNgkKh0KhuTWJLTU2Fr68vZDIZOnbsiDNnzmjUZgDQtm1b7Ny5U3g9e/ZsDBw4UOO633rrLUilUgQGBmLNmjUa1wuobzd1Ll++jB49esDNzQ0uLi6YO3euUvnhw4cRGBgIuVwOLy8vTJs2Tal86tSpcHV1hZ+fH9asWQMzMzNcvHgRQO31JJVKIZPJEBIS0qTjAoBVq1ZBKpXC19cXCQkJSmUjRozA8OHD0aVLF8TFxSEpKQk+Pj5Cj0RqaiqCg4MxZcoUuLi4wNXVFWvXrhW2r6qqQmJiIry8vODt7Y2+ffvi+vXrQnl2djYMDQ1x9epVhIaGwtLSUqmnsk+fPti0aRMmT54MqVQKqVSKK1euNPkYRSIR5HI5unbtKvRuKRQKJCUlwcvLC25uboiOjkZBQYGwjbpz7u3tjc8++wyBgYGws7NDZGQkCgsLhfITJ04gJCQEXl5ekMvl+Pzzz4Wy1NRUhIWFITExEX379oVMJsOKFSs0rltd7Iwxxthzh54S8+fPp+jo6AbLZDIZDRw4kIqLi4mISKFQEBHR0aNHydTUlP744w8iItqzZw+ZmprS3bt3iYioTZs2NG/ePDpy5AiJRCK6evUqTZ48mcaOHatRXMHBwTR16lQiIrp9+zZJpVIaOnQoERFVVlaSmZkZ7dmzh4iIUlJSyNLSkmpqapT2oaurS2fPnlXZ97Fjx8jU1JRycnKIiGjEiBFKbbB9+3YKCgqiBw8eEBHRt99+S/PmzRPKo6KiaNiwYVRdXU1lZWUUGhpKCxcu1KhudeUnT54kMzMz+u2334iIaNeuXWRra0sVFRUN7uthcrmcduzYIbyeNWsWxcXFNSk2IqK4uDiaNWtWg+UGBgYq+1DXbur06dOHJk6cSERE165dI319fTpz5oxQ7uvrK5zz8vJyGjp0KN28eZOIiDIyMsjCwoJu375NNTU19N5775GOjg5dvHhRqY6LFy+Srq6uxjH904oVKygsLExp2bvvvkt9+vSh6upqMjY2ptWrV9P+/fupffv2RES0detWEovFtGrVKiIiOnToEOnp6QnX37x588jf359KS0uJiGjixIkUFBSkVIexsTEFBgbSDz/8QDU1NcL7sE5YWBgtXbq0ycfzySefCMdTU1NDv/76K9nZ2QnX0KJFi6hdu3ZUVFRERETjx4+n/v37C9urO+dyuZwCAgKoqKiIqqurqW/fvjR69GgiIiotLSVbW1vauHEjERHdunWLrK2tae/evUK76erq0o8//khERKdOnSJ9fX0qKyvTqG51sTPGGGPPmxbvAdGEubk5cnNzsXLlSlhYWAAAdHRqQ9++fTsGDBgAT09PAEBkZCScnZ2FXhCRSISOHTtCIpFALBbD3d0dNjY2Snc/G1JZWYkjR45g8ODBAABHR0dERkYK5fr6+rh165bQWxMeHo7i4mLk5+drdFydOnUSeoDqtn+4B8TU1BRXrlzBtm3bUFxcjAEDBiAxMREAUFJSgt27d+ODDz6Anp4ejIyM8M4772DTpk0a1a1OSkoKIiIi4OvrCwCIioqChYWFUu/S06qxdtPEt99+i1mzZgEA3Nzc4OHhoXJeUlNTkZWVBbFYjLVr18LFxQUA8PPPP6NHjx5wdHSESCTCBx98oLV5DHXXup6eHqysrCCXy1WudSMjIwwfPhwAEBISAjc3N2RmZgIAtm3bhtGjR8PU1BQAMHHiRBw7dkyp18/c3ByRkZGIiIiASCQS3ofNISMjAxYWFjA0NERMTAzmzp2Ll19+GUBtL+eIESOE4XgffPAB0tLScO/ePQCanfM33ngDlpaW0NPTwxtvvIGffvoJAPDLL7/A0NAQr7/+OgDA2dkZcXFxSj14zs7O6NGjBwCgffv2ePDgAf7880+N6lYXO2OMMfa8eSYSEJFIBE9PT+GL0cNycnJgZ2entMzOzg55eXnCa0NDQ+jo6EBfX1/YnyZfCouKigBAaQ6ClZWV0jrr169HcHAwOnXqhH79+gGAxl84KyoqMG3aNPj7+6Nz586YOnWq0ra9evXC0qVL8c0338DFxQU9e/YUhkEVFxeDiBAZGQlXV1e4uroiMTGx2b7UFBUVYf/+/cK+XV1dm5RctaTG2k0Thw4dwksvvYSAgAAEBQXh5s2bSudl69atsLCwQExMDOzt7TFt2jShvKCgANbW1sK6zs7OzXdgGjA0NAQA4Xr/57VuZ2enNGfDysoKxcXFAFTfS7a2thCJRErvJZFI9MhzPNR58cUXUVJSgrlz58LQ0BBDhw4VyoqKijBz5kzhWgwODoa5ubkQmybnvC7RV3fcgOpniLm5ufBvHR0diEQiYbijurrVxc4YY4w9b56JBARoeLKxvb29ypfi/Px8ODk5PXaddYlHSUmJsCwnJ0f494EDBzB16lSkpKTgxIkT+O6775q0/zlz5uDEiRPIyMjA8ePHMX36dJV1Bg4ciP379+Pu3bsICwvDa6+9BgBwcHCASCRCZmYmbty4gRs3biA7Oxu///77oxyqCicnJ8TExAj7vnHjBvLz8zV+Apiurq7wBQ2ofcqZNjXUburcv38fL730EkaNGoX/+7//w7Fjx1SuJQcHByxZsgRXrlxBeno6UlNThZ4nCwsLpSTwzp07zXdQzeCfPX9FRUVCUv3P91JBQQGISOX4n/TE/4SEBFRXVyvNw3BycsL8+fOVrsfi4mK0bt1aWEfdOX/42Bs7bqDpnyGN1a1J7Iwxxtjz5JlJQBoSExODHTt2CJNd09LSkJeXh7CwsMfet1gsRmBgINatWwegdnLygQMHhPI7d+7Azs4O7u7uICJ89dVXAGq/xD7MzMxMGMJz7949VFZWCtvL5XKYmJjg/v37SElJUdp2+fLlwiNoDQ0N4e/vL9y9NjAwQFRUFJKTk1FTUwMiwoIFC4QY1NWtrjw2Nha7du3CH3/8AQC4desWYmNjhV6hOh999BECAwNV2s7Z2RkXLlwQ2iMtLU1lHXWxParG2u1h3bt3x5gxY5SWFRYWoqqqCkFBQQCAXbt2ITc3VzgvZWVl6Natm5CIenp6KvUqBAcH48cffxQmGS9btqzeultKUVERdu3aBaB24vWNGzfQrVs3ALXnfPny5cKxJicnIzw8XKlHR52Hz2lVVdUjJZ6tWrXCokWLMH36dGGY06uvvorly5cL+ztw4ABGjRolbKPJOU9NTUVFRQVqamqwceNG4TOiW7duqKiowJYtWwAAN2/eRGpqKuLi4jSKV13d6mJnjDHGnjstOwXl/2tsEvqqVasoJCSkwW3Xrl1Lbdu2JS8vL+rSpQsdO3ZMKJPL5ZSZmUnXr18nc3NzIiJavHgxxcfHaxTXqVOnqF27diSRSKh37940YcIEGjJkCBHVTl4NCwsjX19fCgsLo3379lFERAR5eHhQfn6+sI/PP/+crK2tyczMjFq3bk2XLl0iIqJff/2V2rRpQ0FBQdS/f386fvw4OTk5UVRUFBER5eTk0EsvvUStW7cmuVxOwcHBSseWl5dHAwcOJHd3d/Lw8KBXXnlFmFCsrm5Nyjdu3EhyuVyof82aNSrt8/bbb5Ojo6PK8mPHjlGbNm2oR48e9Oqrr1JiYiLFxsZqVPfOnTtJIpGQRCIhsVhMJiYmJJFIqEOHDkKddeUAyNramiQSCX300UcatVsdLy+veq+DsWPHkoeHB3Xv3p3mz59Ps2bNIhsbG0pPTyciopUrV5K3tzf5+PiQj48PjR8/XpiMrVAo6N133yUHBwcKDAyk1NRU0tXVpd9//52IiEJDQ0kikZCNjQ0BEI4jJSVFJY5/unv3rrC+mZkZ6evrC6+vX79Oo0ePFibsv/DCC3TmzBk6c+aMcH62bt1Kfn5+lJCQQD4+PuTm5kbr1q0T9l9ZWUkTJ04kLy8v8vLyoldeeYXu3LmjFIOjoyMdOHCgwRgzMjLI3d2djI2NydHRkTZt2qT2uIiUJ6HX6du3L7366qtERFRdXU2TJ0+m1q1bk0wmo+DgYDp69KiwrrpzLpfLafLkyRQUFETOzs7Ut29fKiwsFMqPHTtGwcHB5OXlRW3btqW1a9cKZVu3bqV27dopxaarqys8WEBd3epiZ4wxxp43IiKilk6CGPu3Ki8vh7GxMfLy8lTmGWjbtm3bMGPGDJw9e7ZF42gJbdu2xYwZMxATE9PSoTDGGGPPvWd+CBZjT5PKykp4enoKw5xSUlLg4eHR4slHnef5fsPzfOyMMcbY0+Sp+SV0xv4NDAwMMGfOHEyaNAnjx4+HpaUlNm7c2NJhMcYYY4w9NXgIFmOMMcYYY0xreAgWY4wxxhhjTGs4AWGMMcYYY4xpDScgjDHGGGOMMa3hBIQxxhhjjDGmNZyAMMYYY4wxxrSGExDGGGOMMcaY1nACwhhjjDHGGNMaTkAYY4wxxhhjWsMJCGOMMcYYY0xrOAFhjDHGGGOMaQ0nIIwxxhhjjDGt4QSEMcYYY4wxpjWcgDDGGGOMMca0hhMQxhhjjDHGmNZwAsIYY4wxxhjTGk5AGGOMMcYYY1rDCQhjjDHGGGNMazgBYYwxxhhjjGkNJyCMMcYYY4wxreEEhDHGGGOMMaY1nIAwxhhjjDHGtIYTEMYYY4wxxpjWcALCGGOMMcYY0xpOQBhjjDHGGGNawwkIY4wxxhhjTGs4AWGMMcYYY4xpDScgjDHGGGOMMa3hBIQxxhhjjDGmNZyAMMYYY4wxxrSGExDGGGOMMcaY1nACwhhjjDHGGNMaTkAYY4wxxhhjWsMJCGOMMcYYY0xrOAFhjDHGGGOMaQ0nIIwxxhhjjDGt4QSEMcYYY4wxpjWcgDDGGGOMMca0hhMQxhhjjDHGmNZwAsIYY4wxxhjTGk5AGGOMMcYYY1rDCQhjjDHGGGNMa56KBISI8OmnnyI0NBRhYWGIjo5GXl4eAKCgoAAikQgFBQVPpO6ff/4ZTk5OatebMGECwsPDm73+8PBwSKVSiEQinDt3rtn3zxhjjDHG2NNEr6UDAICPP/4YDx48wC+//AIdHR2cOHECL7/8Mo4cOdLSoQnGjBmDsrKyZt/vwYMHAQBisbjZ980YY4wxxtjTpsV7QHJycvDDDz/gjTfeQFRUFGJiYvDJJ5/A2dkZP/zwg7De7t270aZNG9ja2mLkyJFK+1i/fj18fX3h7e2NgIAApKenN6n8YZMmTUL37t3x999/AwBWrVoFqVQKX19fJCQkKK07YsQIDB8+HF26dEFcXBySkpLg4+ODZcuWAQBSU1MRHByMKVOmwMXFBa6urli7du1jtRdjjDHGGGPPshZPQHbu3InXX38do0ePxldffYXk5GQcOXIEgwcPxm+//Sas93//93/47bffcPbsWWzduhU///wzAODYsWN47733sH37dvz++++YOXMmBgwYgPz8fI3KH7Z06VKkp6fju+++E3okRowYgdzcXCQnJ6usr6+vjzt37iAzMxN79uyBh4cHlixZgqIExekAACAASURBVG+++QYAoKenhzNnzsDNzQ23bt1CSkqKsD/GGGOMMcaeRy2egJw+fRpOTk5o1aoVHB0doVAo0KlTJ5ibm+P+/fvCeuPGjYOenh6kUin8/Pxw5coVAMD27dsxYMAAeHp6AgAiIyPh7Ows9HKoK6+zfft2rFixAvv27YOZmZlGsYtEInTs2BF6enqwsrKCXC6HjY0NCgsLhXWMjIwwfPhwAEBISAjc3NyQmZn5iK3FGGOMMcbYs63FE5C7d++ipqZGmAh+8uRJ+Pv7IycnB46OjsJ6NjY2wr9btWqFBw8eAKgdwmVnZ6e0Tzs7O2ESu7pyACgqKsK7774LU1NTWFhYNCl+Q0NDAICOjg709fUhEolQU1OjVJdIJBJeW1lZobi4uEl1MMYYY4wx9m/R4gmIWCyGra0tsrOz8eDBA6SkpMDNzQ179uxB79691W5vb2+vMpwqPz9fSGjUldfFcOHCBZiammLy5MnNcFT/38O9IUBtsmNlZdWsdTDGGGOMMfasaPEExMXFBUSEwMBAvPHGG5g0aZIwedvV1VXt9jExMdixY4cwJCstLQ15eXkICwvTqByoHSZlbW2N9evXY+3atdi7d2+zHV9RURF27doFADhx4gRu3LiBbt26Ndv+GWOMMcYYe5a0+GN4u3Xrhs2bN2PlypXCsh49eqCiokKj7YOCgrBkyRIMGDAA1dXVsLKyQlpamjCUSl35wxwcHLBq1SoMHToUv/76K1q1agVfX18AQEVFBf7++29IpVIAtZPbNSGXy5Geno6PPvoIf//9N77++mthSNioUaOwc+dOAEBlZSW6d+8OPT09DBs2DHPnztVo/4wxxhhjjD1LRERELRkAEaFHjx4YNmwYhgwZgoqKCkyePBleXl4YNWpUS4b22LZt24YZM2bg7NmzLR0KY4wxxhhjT4UWH4IlEomwc+dOHD9+HF27dkV0dDQ6dOjwzCcfdVo4v2OMMcYYY+yp0uJDsADAwsICX3zxRUuHwRhjjDHGGHvCWnwIFmOMMcYYY+z50eJDsBhjjDHGGGPPD05AGGOMMcYYY1rDCQhjjDHGGGNMazgBYYwxxhhjjGkNJyCMMcYYY4wxrXkqE5CkpCS8+eabTdpm48aNaN26NUxMTGBtbY3ly5c/oeia7v79+xCJRDh06FCTtz1z5gxiY2OfQFQtLzo6GufOnXuidQwcOBATJ05UWT59+nT069fvidbNGGOMMcZUPZUJyKNITEzEhx9+iPv376OwsBDvvvvuI++ruZ9MbGRkhKNHj6Jdu3ZN3jYrK6tZY3maPOljS01NxdmzZzFnzhyVsqlTpyIvLw/ffPPNE42BMcYYY4wpeyoSkPPnzyMgIADu7u7o06cPcnNzlcpPnz6NF198EZ6enpDJZNiwYYNQ9v7770MqleLPP//Ehx9+CKlUCqlUioMHD2pUd3Z2NgwNDXH16lWEhobC0tISbm5uQvndu3cxaNAgyGQyuLq6YtKkSVAoFEL5jh074OXlBS8vL4wZMwb9+/fHihUrhHIvLy84ODggJCSk3i/cq1atglwuR5s2beDn54ft27cLZTNnzkRCQgLS0tKE41q/fr3GsQ0fPhyzZs3CokWL4ODgABMTE3z99dcatQsAeHh4ID09HUOGDIGNjQ3EYjGuXLkCAKiqqkJiYiK8vLzg7e2Nvn374vr168K2bdu2xc6dO4XXs2fPxsCBAwEA5eXlkEqluHnzJrp37w6pVAo/Pz+luhs75+raDQAUCgWSkpIwffp06Ovrqxybrq4upk2bhhkzZqC6ulqlPDc3FyKRqEntxRhjjDHGNEBPgeDgYJo6dSoREd2+fZukUikNHTqUiIju3btHjo6OtHr1aiIiun79OllZWdGpU6eU9mFsbExnzpx5pPqNjY0pMDCQfvjhB6qpqSGFQiGURUVF0bBhw6i6uprKysooNDSUFi5cSERE9+/fJ1NTU9qzZw8REaWkpJCBgQGtWLFCpQ6JREKZmZlKy/Lz88nIyIgKCwuJiOjq1asUHx9PNTU1wjqzZs2imJiYeuNuLDYiovnz55NMJqOBAwdScXExEZHSsanTr18/8vT0pEWLFlFlZSURkRDbvHnzyN/fn0pLS4mIaOLEiRQUFCRsK5fLaceOHUrHERcXp7R/XV1dOnv2rEq96s65Ju126NAhMjExoaqqqgaP78GDB2RpaUnp6ekqZXfv3iWJREIpKSmNtBBjjDHGGGuqFu8BqaysxJEjRzB48GAAgKOjIyIjI4Xy9PR0VFZW4q233gIAuLq6IiYmBps2bWq2GMzNzREZGYmIiAiIRCLo6NQ2S0lJCXbv3o0PPvgAenp6MDIywjvvvCPUferUKejp6QnxDho0CFKpVON69fX1QUT45ptvcPPmTbi7u2PDhg0QiURqt1UXW91x5ebmYuXKlbCwsAAA4dg0bRd7e3uMGzdO6EWoi23btm0YPXo0TE1NAQATJ07EsWPHVHqvHoW6c65Jux05cgSdO3dGq1atGqxHV1cXXbp0weHDh1XKbG1tkZubi0GDBj328TDGGGOMsf+vxROQoqIiAIClpaWwzMrKSqm8tLQUrq6uwn+7d+9GcXFxs8UgEokQEBCgsry4uBhEhMjISKHuxMRE3Lt3DwBQUFAAa2trpW2cnJw0rtfMzAwZGRk4ffo0AgICIJfLsXnzZo22VRdb3XF5enoKSUJTNdQuAJCTkwM7Ozvhta2tLUQiEfLy8h6proepO+eatNvdu3chkUjU1uXg4NAsSRNjjDHGGNOMXksHUJd4lJSUwMbGBkDtl1s9vdrQnJyc4OjoiGvXrj3ROMRiscoyBwcHiEQiZGZmwsXFRaXcwsJC6Qs/ANy5c6dJ9QYGBmLTpk0gIuzbtw8DBgxASEiI2kRGXWx16juupmhoe3t7e+Tn5wuvCwoKQERC3Lq6ukrzUUpLSzWuU5Nzrq7dNOlFAmofOKDpuowxxhhj7PG1eA+IWCxGYGAg1q1bBwC4fPkyDhw4IJSHhISgsrJSuMNdXl6OUaNG4ciRI088NgMDA0RFRSE5ORk1NTUgIixYsABfffUVAKBDhw7466+/kJGRAaB2WFJTegCOHz+OuLg4VFVVQSQSwd/fH4aGhkpfiM3MzHDjxg1UVVWhpqZG6DFSF9uTFhsbi+XLl+P+/fsAgOTkZISHhws9Qs7Ozrhw4QKA2scQp6WlqezDzMwMly5dAgDcu3cPlZWVANSfc03azc7OTqNzkZOTU++wufz8fDg5OTXrUD/GGGOMMfYUJCAA8OWXX2L37t2QSqVISEjAkCFDhEfhGhkZYffu3Vi2bBk8PDzQrl07mJmZoVOnTlqJbeXKlSgqKoJMJoNMJsPRo0cRHR0NoLb3ZtmyZRgyZAh8fX1x+vRpdOnSRfginJiYKDy9Kj8/H9HR0ZBKpXjvvfcAAP7+/pBKpZDL5ZDL5ejVqxc+++wzODo6CvXHxcWhVatWsLS0hFQqxezZszWK7UkbN24cunfvjoCAAHh7e+PatWtKT+iaOnUqUlNT0bNnTwwbNgxRUVFKPSJA7W9xjBw5Eubm5ujYsSNu3boFQP0516TdQkJCcPz48XqfcFVHoVDg6NGjCA0Nrbfszz//RFlZ2WO1E2OMMcYYUyYiauYfvXjOderUCRMmTMBrr73W0qE81xQKBby9vTF37ly8+uqr9a6ze/duvPfee7hy5Uqjk9UZY4wxxljz4QTkMcXHx8PBwQHz58/HhQsXEBgYiHPnzin9lsjT5vz581i8eHGD5T179vxXPP1p8+bNmDlzJs6cOaPyWyAKhQKdO3fGO++8g+HDh7dQhIwxxhhjzx9OQB7TuXPnMHz4cOTn50NfXx8ffvgh3nzzzZYOi/3PwIED4ezsjPnz5ystnz59Ok6cOIHvv/++hSJjjDHGGHs+cQLCGGOMMcYY05qnYhI6Y4wxxhhj7PnACQhjjDHGGGNMazgBYYwxxhhjjGkNJyCMMcYYY4wxreEEhDHGGGOMMaY1nIA0g+joaJw7d66lw2hQVlYW7O3tkZ2d3dKhMMYYY4yx5xwnIPVo6pOJs7KynlAkj0+hUCA+Ph4LFiyAs7NzS4fDGGOMMcaec899ApKdnQ1DQ0NcvXoVoaGhsLS0VPoV87t372LQoEGQyWRwdXXFpEmToFAoAADl5eWQSqW4efMmunfvDqlUCj8/P2Hbbdu2oX379kr16enp4ffffxdee3h4ID09HUOGDIGNjQ3EYjGuXLkCABg1ahTGjh2LwYMHIzw8HD4+Pjh8+HCTjm/Dhg0A8K/4ZXPGGGOMMfbse+4TEGdnZ+jq6uL111/Hxx9/jKKiIly7dk0oHzFiBAwNDXHx4kVcuHABR48exeeffw4AMDIyQm5uLnR1dfHzzz8jNzcXv/32W5Pq9/HxwbvvvosOHTrgzp07+Pvvv+Hh4QGgNlnZvHkzFi5ciIMHD2LEiBH48MMPm7T/DRs2ID4+HiKRqEnbMcYYY4wx9iQ89wkIAJibmyMyMhIREREQiUTQ0altlpKSEuzevRsffPAB9PT0YGRkhHfeeQebNm1q1rrt7e0xbtw46OvrA4BSstCnTx/Y2dkBAPz9/ZWSI00cOXIEXbt2bbZ4GWOMMcYYexx6LR3A00AkEiEgIEBleXFxMYgIkZGRQlKgUChgbGz8xOuuY25uLvxbV1dXGP6libKyMpSXl0MikTxWjIwxxhhjjDUXTkD+RywWqyxzcHCASCRCZmYmXFxcmrzPfyYMZWVl9SYQ9dXdHHjYFWOMMcYYe9rwEKxGGBgYICoqCsnJyaipqQERYcGCBfjqq6+U1jMzM8OlS5cAAPfu3UNlZSWA2vklN2/eRFlZGQBg48aNwvAubTAyMoKxsTHy8vK0VidjjDHGGGON4QREjZUrV6KoqAgymQwymQxHjx5FdHS00jrTp0/HyJEjYW5ujo4dO+LWrVsAgICAAMTFxaFz587o168fKioqYGVl1aRhVI8rJCQEmZmZWquPMcYYY4yxxoioqT96wZ4p69evx6effoqzZ8/ykCzGGGOMMdbiuAfkXy4+Ph5A7fAvxhhjjDHGWhr3gDwHfv31V/Tt2xcnTpzgX0NnjDHGGGMtihMQxhhjjDHGmNbwECzGGGOMMcaY1nACwhhjjDHGGNMaTkAYY4wxxhhjWsMJCGOMMcYYY0xrOAFhjDHGGGOMaQ0nIE+JFStWoEuXLnjw4IHG25w8eRIikQiXLl3Cf//7X+jq6uKfDzU7deoUjIyMMHfuXLX7GzFiBKZMmaK0TCaTNbpNWloa9PT0VJbv27cPUqkUpqamiI2NfaS6o6Ojce7cuQa3uX//PkQiEQ4dOqS0vLS0FFKpFNbW1rCxsVFbd0pKCkJCQlSWZ2Vlwd7eHtnZ2UrLt2zZAj8/P5iZmcHT0xOfffaZUDZv3jzo6upCLBbDyMgIvr6+WLdundoYHrZ48WIsW7asSds0RUPt1hzeeOMNmJmZwcnJCeHh4SrlTbkeH1ZZWQknJyc4OTnB0NBQqc01UVNTg7CwMHz66adN2u6f6nuf5ufnY/DgwZBIJLCxsUH//v1x5coVoVwsFsPAwABisRgSiQSvv/467ty581hxPCw8PBxSqRQikajR98uTou6cL1iwAEZGRjhy5IjS8oiICKxateqR6/3555+Fa0JHRwe//vprk7bPy8uDo6OjSlzNEVtThYaGYu3atQCAsrIyDBkyBDKZDGKxGK1bt8aHH36o9NlubGyMlStXIjs7GyKRCBkZGc0Wy8cffwypVAoDA4Nm/xxq27Ytdu7cqfH6SUlJePPNN5s1hmfVmTNnNPpbytgzg1iLu3btGllYWNDVq1fVrltTUyP8+9KlSwSA7t69S9999x1ZWlqqrD9ixAj6+uuvydPTkxQKRYP7PX36NDk5OdG9e/eEZdevXydra+tG4ykuLqZjx441WP7JJ59QTExMo/uor24iohdeeIHOnj3b4HYKhYKOHj1KpaWl9ZYfPXpUbfxlZWXk7OxMJ0+eVFr+4MEDksvltGHDBqXlhw8fJgsLC/rll1+opqaGsrKySCKR0LfffktEtccbFhZGRETV1dW0b98+EovF9NNPPzUYQ0ZGBv3+++/C66FDh9LSpUsbjftxqGu3+ly5coV+/PFHtevFx8fTtGnTGizX9HpsTL9+/Wjx4sX1lp04cYKuXbtWb9nt27fJwsKCLly48Ej1NvQ+jYiIoMGDB9Nff/1FFRUVNG7cOPLz8xPKDQwMKDMzk4iI7t69SwMGDKAXX3yxwXqqqqpo06ZNVFlZ2aT4DAwMGn2/NFVznfO2bdvS119/TUOGDFFafu7cObK3t6eSkpLHjtXY2JjOnDlTb9nu3buprKys3rIdO3aQu7u7Sls3Z2yaCAkJoTVr1hAR0dSpU+nVV1+lBw8eULt27aikpIS8vb3pv//9r7C+g4MDbdmyhUpLSwkAZWVlNXtMvXv3bvbPIblcTjt27NB4/SlTptDQoUObNYaHPfz39Gm3Zs0atX9LGXuWcA/IU2DmzJkYNGgQ3N3dlZZnZ2fD0NAQV69eRWhoKCwtLeHm5iaUW1hYAAAsLS1hYWEBS0tLpe3v3buHn376CUOHDkX79u2xf//+BmN4//33MWfOHJiYmAAADh48CH9/fxQVFUEqlUIqlWLUqFHC+ufPn4dUKoVMJqu396Ap/ll3eXk5pFIpbt68ie7du0MqlcLPz09pGy8vLzg4OCAkJARZWVmPXPcnn3yC8PBwBAQEKC3fsGEDAGDQoEFKy8+dO4ePP/4YXbt2hUgkgp+fH8LCwnDq1CmVfevp6aF3796IjIzE3r17lcrKy8uxcuVKtGvXDjNnzkSrVq0AAH369MGmTZswefJkod0fvpt+4sQJhISEwMvLC3K5HJ9//rlQlpubC5FIhI0bN8Lb2xsSiQRjx45FTU2NsE5j7aZQKDBjxgy88MILcHBwQFhYGC5cuAAAaNWqFZKTk+Hr64sVK1bg/v37GrdxnaZcj49q3bp1OHz4cL1ljo6OGDZsGGbOnPlI+67vfVpeXg5dXV0sXLgQZmZmEIvFeOedd3D27FlUV1er7MPW1hYzZszAL7/8grKyMqWyO3fuYNq0afD09MS+ffugo1P78Xz48GEEBgZCLpfDy8sL06ZN0zjm9957D2PHjhVeHzp0CFKpVHj9+++/o3PnzvDw8EC/fv0wefJkxMXFAWiec/7TTz/B29sbb775Jg4fPozi4mKhTC6XIyYmBjNmzGjyfpviww8/RFFRUb1lL7/8MiwtLbFmzRql5Y8TW0pKCqKiotCvXz94e3tj1apV6Ny5s9JnydatW+Hh4QEvLy+MGjVK6T1669Yt+Pj4QFdXFwBgbm6OrVu3onv37sI6FhYWsLKygqmpKXR1dVU++5+k5ORktG7dGi4uLujatSsuXboEAPjzzz/h6emJ//znP3B1dcXq1avRu3dvyOVylJaWCttfuHABnTp1gp2dHfr164fCwkKh7Pz58wgICIC7uzv69OmD3Nxcpbq///57+Pn5wdXVFT4+PtizZ4/Gcav7e6pQKJCUlAQvLy+4ubkhOjoaBQUFSrH5+/vDw8MDkZGReO+99zB48GAAQEFBAUQiEUpKSoT1w8PD8eWXXwqvU1NT4evrC5lMho4dO+LMmTNKdSckJMDLyws+Pj4ICQnB+fPnhfKZM2ciISEBaWlpwt+F9evXqxyjt7c33njjDY3bhLEW1dIZ0POusrKSjI2N6ciRI/WWGxsbU2BgIP3www9UU1OjdNe4qqqKzMzMiIjot99+o44dOyptu2LFCkpMTCQiogMHDtCAAQPqrWPTpk3UqVMnlbtBmZmZansQLl68SLq6ug2Wq+sBaahuIiJdXV21d3QlEolwd/mf1PWAXL9+nWxtbSknJ0elLDw8nObOndto3UREubm5JJVKac+ePUSk3ANSp2/fvjR16lQiqu21Gjt2LDk6OtKoUaPqvRsfFhZW753H0tJSsrW1pY0bNxIR0a1bt8ja2pr27t1LRET5+fkEgEaOHEkPHjyg3NxccnR0pK1bt6rsq752mzNnDnXq1IkKCgqIiGju3Lnk4eGhdM398ccflJCQQE5OTpSQkKDUc0PU+N1wTa9HdRrrARk9erTSneJ/OnXqFBkYGDR4R7wh6t6nD5s+fToFBgYKrx/uASEiOn78OOnp6Ql33TMyMujVV18lV1dXmj17Nt29e1dpf76+vsL1VV5eTkOHDqWbN2+q1FtfD8jo0aPp/fffF15nZmaSRCIRXvfo0YMmTpxIRLXn1sbGhuLi4pT28TjnPC4uTrg+p0yZQp9//rlSeWFhIUkkErp48WK922uqsR4QuVxO2dnZDW67cOFC6tq1q8ryR41ty5YtZGFhQRUVFRQREUFDhw6l8vJy0tPTo+LiYiopKSFjY2NKT08nIqL9+/eTjo6O0AOyd+9eMjU1pSlTplDr1q3pr7/+UqkjODiYTp8+TUREVlZWTerN1FR9PSDHjh0jU1NT4TNzxIgRFB0dTUS1vXsA6OjRozR37lxyc3MjhUJBwcHBtHPnTiKqPRcBAQFUVFRElZWVFBYWpnR9BgcHC5+Vt2/fJqlUKvSAVFZWkpmZmfBeSElJIUtLyyb1YjT293TRokXUrl07KioqIiKi8ePHU//+/YXykJAQ4Tq/ffs22dnZCbHVffYWFxcL64eFhdGKFSuIiOjkyZNkZmZGv/32GxER7dq1i2xtbamiooKIiLZv305BQUH04MEDIiL69ttvad68eUqxz5o1S20PSGhoKI0ePVrj9mCsJXEPSAvLyspCdXU1OnXqVG+5ubk5IiMjERERAZFIJNwVBWrvUNbNT5DL5SrjgFetWoXhw4cDAMLCwnD+/Hnk5OQorVNRUYHExER8/vnnEIlEzXloarVk3QAwYcIEjB8/XumOcJ0jR46ga9eujW6flZWF4OBgjBkzBpGRkSrl1dXV2LJlC3788UfExcVBoVDAx8cH5ubmOH/+PFasWAEfHx+N4/3ll19gaGiI119/HQDg7OyMuLg4lTHV7777LnR1dSGRSBAZGYmffvpJo/1v3rwZb7/9NqytrQEAEydOxLFjx5SuOU9PTyxZsgQXLlyAvb092rZtq3InvyGaXI+PIjMzU7gruGbNGrz33nvC6/LycqV1O3TogFatWtXbY9UYde9ToHaeyfjx47FlyxZs3ry53nX+/PNPfPTRR4iNjYW+vj5+/PFHREdH4+WXX8bly5cxZcoU2NraKm1jamqK1NRUZGVlQSwWY+3atXBxcWlS/A3F+8svvwh3TD09Peu9jh/1nBcUFODUqVOIiIgAAAwfPlxlXoWVlRWSkpIwbty4xz6ehyUnJwvXwB9//IGOHTtCKpWiT58+Kut27doVR48eVeqFeJzYRCIR2rRpI8z5adOmDQwNDWFkZISioiIcP34c5ubm6NmzJwCgV69ecHV1Fbbv06cPMjIyUFhYiFu3bkEikWDEiBFK1/L+/fvRrl07AMD169dhamrapBgfVadOnZCdnS18ZoaHhws9IHWf4f7+/pBIJPD29oaOjg5sbGyUejni4+NhaWkJfX19vPnmm/jxxx8B1M7zOnLkiNCr4OjoqHQ96uvr49atW8I5DA8PR3FxMfLz8zWOv7G/p+vXr8eIESOE3qQPPvgAaWlpuHfvHqqqqnD48GHhvfLP2NRJSUlBREQEfH19AQBRUVGwsLBAeno6gNr3+JUrV7Bt2zYUFxdjwIABSExM1Hj/dTIzM5/o/EHGmhMnIC3s7t27sLGxEbrb/0kkEqkMD3qYmZkZAEBHR0cYwgTUTlA3MTERJpGLRCIMHToU33zzjdL28+bNQ9euXREUFPS4h9JkLVn3zz//jF9//VVpeEqdsrIylJeXQyKRNLh9cXExwsPDsWDBAnz00UdKZRkZGbCwsICdnR0WLlyIXbt2QS6XQ0dHByNGjMDKlSuRlJSEP/74o0kx5+TkwM7OTmmZnZ0d8vLylJY9nFBZWVkpDXtpTH5+vtKXXz09vXon8V+9ehUff/wxli5dijfffBMGBgZq963p9fgounbtitzcXOTm5uKtt97CsmXLhNdGRkZK64pEIkilUpWhHeqoe58CwJw5c3D8+HGcOHFCaWgHAPTt2xcWFhYIDg6GTCbDypUrAdQ+5KFr166YMmUKFixYoPRFrc7WrVthYWGBmJgY2NvbY9q0aSpflh9FSUkJFAqFkHACtUltfR7lnK9ZswaDBg0SvuS5ubnB3t5e5eEHo0aNQnZ2NtLS0h7jaJQlJiYK14CXlxdOnz6N3Nxc7Nu3T2VdBwcHPHjwoN62f9TYDA0NAdR+Luvr6wOovfZqampQWFioMmTKyspK6XWHDh2EGxQXLlzAxYsXMXnyZKHc2NhYaNe6vwHaUFFRgWnTpsHf3x+dO3fG1KlTla5FXV1dtGrVqt7jruPg4CD829raWhgeV/f/h9vmn+2yfv16BAcHo1OnTujXrx8ANOm90Njf06KiIsycOROurq5wdXVFcHAwzM3NkZeXJ1wbdcOeAah8FjemqKgI+/fvF/bt6uqqlDz16tULS5cuxTfffAMXFxf07NlTaYgWY/9Gqo8vYlqlyZ1/sVjc5P0GBgaq9Ig8/AcMqB1rvHz58iY/PaY5tGTdCoUC77//PhYsWFDvFylNzsnVq1cxaNAgDBgwQKXsxRdfxMGDB+vd74oVK5CcnIx169ZhwIABcHFxQUJCAiIjI9XWa29vr3K3Lz8/H05OTkrLCgsLheSpqKhI5Y94QxwcHJSSmerqavzxxx/w8fGBjo4O9u/fj6VLl+LKlSt4++23ceHCBaU/yI3R5HrUFiJqco+bJuv/9ddfmD9/PoyNjVXK9u7di9DQUJXlzs7O+O6773Djxg18+eWX6NChA3r16oUxY8YId7gdHBywZMkSLFmyBOfPvRLFhAAAIABJREFUn8crr7wCT09PxMfHq41JV1cXCoVCeP3wWHxzc3Po6Ojg3r17wrKHn85FRI91zidOnKiyrL55P3p6eli8eDFGjx6NiIgI4YurttD/ni5V3zl+ErFZWloqzRUAIPQE1tTUICkpCYmJiTA3NwdQm7i9++67+Oqrrx677sc1Z84cnDhxAhkZGTAxMcGmTZuaPE/m4fk4hYWFwk2PusSjpKREuPGRk5MjPGXxwIEDmDp1Kk6dOgUPDw/k5OQoJTOaaujvqZOTE95++20MGTJEpayyslKIvS62O3fuCDck6v7f0HvNyckJMTExWL16dYNxDRw4EAMHDkRFRQUWLVqE1157DZcvX27i0TH27OAekBZmZ2eHgoICpQ8ubZkwYQLGjBkDR0fHesvNzMxw79494Y/jwxPynnTddfXXde/fu3dP+CPwuL766ivY2Njg5ZdfrrfcyMgIxsbGKj0LD5NIJHjttdceqX4zMzMkJCTgwoULmDBhAr7++mulL2YPH3dVVZXwh6xbt26oqKjAli1bAAA3b95EamqqMGm4Tt2E2qKiIuzduxdhYWEaxfX6669j5cqVQn3Lli1DbGwsdHV1kZGRgS+++AIJCQm4ePEixo0bp/EX0acJESEvL6/eYXeN0eR92q9fP5UHSWjK1dUV8+bNw+XLl/Hiiy9i5MiRKCsrQ1lZGbp16ya8Bz09PWFnZ6dxAuXs7Cw8SICIlIaG6erqIjAwUFh27do1pR4CbZ7zXr16wdvbW+mhCnW6d++OMWPGPJF6gdovua1atWowUW/u2Dp16oTCwkJh+M3mzZuFz1YdHR2cPHkSU6dOFa61yspK7Nq1q9Ge8H/64osvoKurK5z75nLnzh3I5XKYmJjg/v37SElJafLDCTZt2oSKigooFAps2rRJeHSzWCxGYGCg8Njyy5cv48CBA0p129nZwd3dHUQkJGSP8nCE+rz66qtYvny58Pl34MAB4cErBgYG6Ny5s5BAXLx4UenBIhYWFjAxMRHa+/z58zh79qxQHhsbi127dgm93rdu3UJsbKyQjC1fvhyzZ88GUNt75u/vr/IeNzMzw40bN1BVVYWampp6H6zwpN8rjDWrlpyAwmonkpuYmDQ4udXR0ZEOHDjQ7PVmZGTQCy+8IEyCq49CoaDBgweTiYkJWVpaUpcuXYSy0NBQkkgkZGNjQwBIIpGQRCKhlJQUunz5svDaxMSEDAwMhNeFhYUa1U1E9Pnnn5O1tTWZmZlR69at6dKlS0RENGnSJGF/Ojo6ZGVlRRKJRJh85+vrSxKJhKysrEgkEgnr7t69m4qKikgikQiTARsSERHR6CT0FStWkFwuV1le3yT0psrIyCB3d3cyNjYmR0dH2rRpk1B27NgxCg4OJi8vL2rbti2tXbtWKKubCLlo0SJq3749OTo60tixY4WJlurarbq6mpKSksjBwYFeeOEFCgsLU5lwrI66R7I2h8Ymoatz6tQpEovFVF5e3qTt1L1PiWon9tc34f+fk9CbauXKleTt7U0+Pj7k4+ND48ePF87p22+/LZxTAGRtbU0SiYQ++ugjIqq9Jrp160adOnWil156iZYsWUI2NjbCvk+cOEFt2rQhmUxGsbGxNGHCBBo4cGCT4muuc3758mWysbGh3NxcpeVeXl4UHx/f6LaNTUJXZ+HChY0+FrmpsW3dulX4DBg6dKhwrZqbm9Ply5eJiGj9+vXk4uJCTk5O9P7771N4eDitXr2aiIhycnIoJiaGnJycSF9fn9zd3Wn48OEqjylvTHR0tMrDBDSxbt064XrS19cnU1NTkkgkQvv8+uuv1KZNGwoKCqL+/fvT8ePHycnJiaKioig/P194IMmaNWuEyenR0dG0atUqob1mz55NnTp1ImdnZ+rfv78w6Zuo9v3Zrl07kkgk1Lt3b5owYYLw+ObS0lIKCwsjX19fCgsLo3379lFERAR5eHhQfn6+RsfX2N/T6upqmjx5MrVu3ZpkMhkFBwfT0aNHhfIzZ85Q+/btSSKRUL9+/SghIUHpEcErV64kT09P6tWrF40ePZqioqJo2bJlQvnGjRtJLpdT69atSS6XCw8dIKo95y+99JJQFhwcrPJ4+9zcXAoKCiIjIyOytbWlcePGqRyDJu8Vxp4WIqJ//HId07phw4bB0NAQX3zxRUuHwv5n/fr1+PTTT3H27NkWmSD/KAoKCmBra4uCggKlcf3a9MYbb6B169aYPn36E6vjpZdeQnh4eL3zd9QZP348cnJysHHjxiZv+zy8TydNmoT79+9j+fLlGm+jjXOujomJCQ4dOoT27ds3eduAgACMHDkSI0eOfAKRPZ727ds3eZiqQqGAjY0NDh06BLlc/oQiY0lJSbh9+7bwA5KMsabhOSBPgalTp6Jjx44YP378Iw/hYM0rPj4en376KTZu3KjRWPunybN2T+Hbb7/F999/32D5O++8A39//8eu588//8Tq1auVfvn6/PnzWLx4cYPb9OzZU/j9hn/j+/SLL77A1q1bcfDgQVRUVGD37t2YMmVKS4elNTt37kRxcfFT+2vbjzJH7vjx4wgPD+fkgzH2dGvhHhj2PytWrKCgoCCqrq5u6VDY/5w5c4akUindunWrpUPRSN0QLE2HIzwJ8fHxZGpqSo6Ojo89FO1hf//9Nzk6OpKjoyOJxeImD8FSKBTUs2dPlWfrN9W/7X36119/0SuvvEIuLi7k7u5O77//vvBbBJp6UudcnZ9++km4JkQiUZOHYOXl5ZGDgwMdPnz4CUXI/s2e9K+0M/Zvx0OwGGOMMcYYY1rDT8FijDHGGGOMaQ0nIIwxxhhjjDGt4QSEMcYYY4wxpjWcgDDGGGOMMca0hhMQxhhjjDHGmNY8FQmIWCyGgYEBxGIxzM3N0b17d5w8ebKlw/rXCQ0NrfdHkwICAjB79mytxxMdHY1z5841uk5WVhbs7e2RnZ2tpagYY4wxxtiT9FQkIACQnp6Ov//+G7m5uQgODsaAAQNaOqSn0pN4avLatWvx1ltvNft+1cnKymq0XKFQID4+HgsWLICzs7OWomKMMcYYY0/SU5OA1DE0NMTQoUPx559/oqSkBABw+vRpvPjii/D09IRMJsOGDRuUtlm1ahXkcjnatGkDPz8/bN++XShLTU1FcHAwpkyZAhcXF7i6uir1AlRVVSExMRFeXl7w9vZG3759cf36daHc29sbn332GV5++WUEBQWha9euyMvLE8oPHz6MwMBAyOVyeHl5Ydq0aUqxpaamwtfXFzKZDB07dsSZM2c0bovs7GwYGhri6tWrCA0NhaWlJdzc3ITyu3fvYtCgQZDJZHB1dcWkSZOgUCiE8q1bt8LDwwNeXl4YNWoUampqlPb/1ltvQSqVIjAwEGvWrFGp38PDA+np6RgyZAhsbGwgFotx5coVALXJQVJSEry8vODm5obo6GgUFBQI2+bn52PIkCFwdHSEk5MThgwZgtLSUgBAeXk5pFIpbt68ie7du0MqlcLPz0+l/rrzXPdL1Iwxxhhj7F+ghX8IkYiIDAwMKDMzk4iIysrKaOzYsdS+fXsiIrp37x45OjrS6tWriYjo+vXrZGVlRadOnSKi2l9/NjIyosLCQiIiunr1KsXHx1NNTQ0REW3dupXEYjGtWrWKiIgOHTpEenp6lJOTQ0RE8+bNI39/fyotLSUiookTJ1JQUJAQm1wup969e1NVVRUREfXv35+SkpKEcl9fX9qzZw8REZWXl9PQoUPp5s2bRER08uRJMjMzo99++42IiHbt2kW2trZUUVGhcdsYGxtTYGAg/fDDD1RTU0MKhUIoi4qKomHDhlF1dTWVlZVRaGgoLVy4kIiISkpKyNjYmNLT04mIaP/+/aSjo0Nr1qxRqSMuLo5mzZqlsrxfv37k6elJixYtosrKSiIioV0XLVpE7dq1o6KiIiIiGj9+PPXv31/YtlevXjRq1CiqqqqiiooK6t+/P/2/9u48Kopj/Rv4dxxk39cREBHDOooRkChLoohEQTEKRsW4ctEYY9xQf3rjVTHuu0FN9GoMirtxw7jHGFSi5qrRiIk3Kq7sgwqCIPC8f/BOXzszMIMgkuT5nOM5UtVd/XRVd3XXdPXMsGHDROVLpVK6evVqtfseGhpKc+fO1aqeGGOMMcbYn0OjeQLSvXt3mJmZwdjYGLm5uUhJSQFQNTWrtLRUmCLk7OyMqKgobN26FQCgq6sLIsL69etx584duLi4YPPmzZBIJELZhoaGiI2NBQAEBgaiZcuWSE1NBQDs2rULo0ePhomJCQBg0qRJ+PHHH5GVlSWsP2DAADRt2hQA4Ovri1u3bgl5JiYm2LZtG37++Wfo6+tj48aNcHJyAgAkJycjLCwMbdq0AQBERkbC3NwcJ06c0LpezMzMEB4ejrCwMEgkEjRpUtVkjx49woEDBzBhwgTo6OjA0NAQo0aNEurl3LlzMDMzQ0hICACga9eucHZ21nq7ym03a9YM48ePh66uLgAI9ZqUlIS4uDhYWFgAACZMmICUlBQUFhZCoVDg2LFjmDRpEpo2bQp9fX1s3boVK1asqNX2z549i+Dg4FqtwxhjjDHGGrdGMwA5dOgQHjx4gGbNmqFHjx5wcHAAACgUCjx58gTOzs7CvwMHDqCgoAAAYGpqilOnTuHixYvw8/ODXC7H9u3bRWXb2tqKBiSWlpbC+pmZmbC1tRXybGxsIJFIRNOszMzMhP9LpVKVaU7m5uaIiopCs2bNMGPGDGGqk0KhwNGjR0WxFxQUIDc3V+t6kUgk8PPzU0kvKCgAESE8PFwoe8qUKSgsLAQA5OfnC4ODF/e7NqrbNlC1bwkJCcK2AwICYGZmhuzsbGEqlo2NjbC8kZGRMMjTxtOnT1FcXAw7O7taxcwYY4wxxho3ndcdwIuMjY0xb948TJw4ERERETAxMYGjoyMcHBxETx3+qH379ti6dSuICIcPH0bv3r0RGBgIR0dHAFU34y9SKBTCzXizZs1EA4K8vDwQkbCuJvb29li5ciVWrlyJa9euoU+fPnBzc8PAgQPh6OiIqKgobNiwobZVIaKvr692uxKJBKmpqcITlxdZWFgI79AoZWZm1su2AcDR0REjR47E4MGDVfKKiooAANnZ2cKg49GjR8jLy8Mbb7yh1XZfHDAyxhhjjLG/jkbzBERp0KBBaN68ufAyd2BgIEpLS4WnGsXFxfjwww9x9uxZAFVTjfr164eysjJIJBL4+vrCwMBAdAOrUCiwb98+AMD58+eRkZGBt99+GwAQHR2N1atXCzfNCxYsQGhoKKysrDTG+vTpU7z99tvCjb2bm5voaUt0dDT27duH3377DQBw9+5dREdHQ6FQiMrZv38/HB0dkZGRoXU96enpITIyEgsWLEBlZSWICIsXL8aXX34JAPD390d+fr4w3Wv79u2il8Trqm/fvli9erXwYvmxY8fw4YcfAqgaSPbo0QNLlixBZWUlnj9/jri4OCxatEhUhqmpKW7cuAEAKCwsRGlpqZBnaGgIIyMj0ZMoxhhjjDH259foBiASiQQrVqxAYmIirly5AkNDQxw4cACJiYlo1aoV2rZtC1NTU/j7+wOoeidDJpNBLpdDLpeja9euWL58uTCFCwDkcjlOnDgBLy8v9O/fH//+97+FaVfjx49Hp06d4OfnBw8PD9y6dQtJSUlaxWpkZIRBgwYhJCQEXl5eaNu2Ld566y30798fANCuXTskJiYiKioKrq6uCA8PR48ePVSmQhUXF+PBgwcoLy+vVV2tXbsWCoUCrq6ucHV1RVpaGnr16gWgarrV2rVrMXz4cDRv3hxpaWkIDg4WvsZ33759kMlkkMlk2LdvHxYsWACZTAYfHx+ttv3xxx+jS5cu8PX1hZubG2bOnImhQ4cK+Rs3boRCoYC9vT3c3NxgbGyMJUuWiMqYOXMmRowYATMzM/j4+ODu3bui/MDAQOFdHcYYY4wx9tcgIXoFPyzRiOzatQuzZs3C1atXX3corJaSkpKwcOFCXL16ladkMcYYY4z9RTS6JyCvwl98jPWXNXDgQADAli1bXnMkjDHGGGOsvvwtBiDsz0kqlWLz5s2Ij4/HvXv3Xnc4jDHGGGOsHvzlp2AxxhhjjDHGGg9+AsIYY4wxxhhrMDwAYYwxxhhjjDUYHoAwxhhjjDHGGgwPQBhjjDHGGGMNhgcgjDHGGGOMsQbDA5C/sUWLFsHe3h4AEBsbi86dO1e7bHl5OeRyOY4dOyZKz8jIgK+vL+zs7ODs7CzKW7ZsGRITE+s/8P+vqKgIEokEp0+frtV6crkcMpkM3t7e+P333zUuHxcXh3/+858q6XPnzoWNjQ0cHR2xcuVKrbb95MkTyGQyWFlZwdraulZxa5Keng5HR0fY2NigZ8+eKC0tVVkmIiICMTExAIBWrVph1qxZtdrGkydPEBkZCUtLS5iYmKBly5b1Ent90OZ4KyoqgqurK1JSUtTmd+7cGQqFotr133zzzTrF2Bi96vO0Oq/yXGgI3333HZycnGo8Xl6VS5cuITo6+qXXf11tXlFRgSlTpsDe3h6WlpYICwvDr7/+KuQrFAr07dsXMpkMzZs3R3x8PCorK1XKiYqKwnvvvdeQoTPG6hkPQP7GzM3NYWFhofJ/dVatWoVWrVqha9euovT169fDxcUF2dnZyMjIEOX9/PPP9R/0CwwNDZGWloa2bdvWar1r164hKysLPj4+WL16dY3LXrp0CYcPH8bUqVNF6aWlpfjXv/6F77//Hvfv38cnn3yi1bZNTU2RlZWFgwcP1ipmbXh5eeH+/ft4+PAhfv31Vxw5ckRlmdq0uTo7d+7E77//joyMDBQWFuL27dv1Ent90OZ4i4+PR6dOndCjRw9R+vr167Fs2TKUl5fj8OHDiI+PF+VPmTIF27Ztg56eHlatWoUvvviixu38mb7d/FWfp9V5ledCQwgJCUGfPn0wduzYBt92XdvsdbX5/Pnz8f333+PSpUvIysrCG2+8gWHDhgn5Y8aMgUQiwe3bt/HTTz/h+PHj+PLLLwFUnVM3btzAwIEDcfLkydcSP2Os/vAA5G/M3NwclpaWwv+ruxnNy8vDvHnzsHTpUpW8wsJCtGjRQiW9W7du2Lp1K6ZNmwaZTAaZTCZ62nD+/HkEBgbC3d0dcrkcK1asEPKysrIgkUiwZcsWeHh4wM7ODuPGjRN9Eubu7g57e3sEBgaqXEwrKiowa9YstGjRAvb29ujSpQvS09NVYnR2dsaTJ09qrKOxY8dizpw5MDY2FqWXlJSgoqJC7b6vW7cOcrkcXl5e8Pb2xu7du2vcxotat26NvXv3Cn9/9tln6N+/v/D3nj174O7uDnd3d3zyySfo2bMn1qxZIyqjadOmcHBwULtv2rb5H927dw8ymQzjx4/HrVu34ObmBplMhm7dugnL1NSmQNVTttmzZ2Pp0qWwt7eHsbEx/v3vfwMAXF1dMXnyZHh6emLBggWIiYlBixYtcOHCBQBV9T1o0CC4uLigefPmGDBgAEpKSoSyNR1vAHDz5k1s2rQJM2bMUNm/Hj16wMjICGlpaTh58qTopggAhg0bhjNnzuDChQuorKxEZGSkqG4MDAxw8+ZNBAUFwcLCQvRkKCcnBzExMXB1dYWzszMmT56MiooKIf/atWvw9fVFq1atEB4ejo8//hiDBg0CUHXuSSQSPHr0SFg+NDRUNADatm0b2rRpA1dXV/j4+ODSpUtCXkVFBcaMGQN3d3d4enoiMDAQ165dq1W9VUeb2Fq1aoUTJ05g8ODBsLa2hr6+vtbl1yQpKQmOjo6iPuHOnTuQSqXCJ+rffvstvL294ezsDE9PT5WBTk2xaao3palTp2LPnj1q+5e6qKkPSUhIwJgxY5CSkiK0WVJSkpBfl3NFmzatS//m5eWFxMRE2NnZQVdXF9HR0UJ7lZaWYteuXZgzZw4MDAxgZ2eHSZMmYdOmTQCAw4cPIyoqCt7e3hg/fnwta5Qx1ugQ+9s6evQoRUZGEhHRypUracKECWqXGzlyJMXHx6vNGzNmTLV5Xbp0oc8//1wl/cmTJ2RjY0NbtmwhIqK7d++SlZUVHTp0iIiIcnNzCQCNGDGCysvLKSsrixwcHGjnzp0qZdnZ2VFqaqoobc6cOeTv7095eXlERDR37lxq1aoVVVRUiJabOXMmDR8+XG3sRERbt24lf39/qqysVMnLz88nAFRUVCRKz83NJUNDQ8rPzyciops3b9LAgQNVykhLSyMrKyuVcuVyOe3Zs0f4e/bs2dSvXz8iIioqKiITExM6ePAgERElJyeTnp4erVmzRqWcTp06UVJSkkr6tGnTaOnSpURE1KdPH9q/f3+1+6/OokWLqFevXirpmtpUua6rqyv179+fCgoKiIiENvHy8qL58+fT2bNnSSKR0M2bN2natGk0btw4IiKaP38+BQQEUFlZGRUXF5O3tzctW7ZMFEN1x5vSZ599RmFhYdXmDxw4kL766ivy9fWlx48fi/IKCwvJ39+fNm7cSH379lVZ18jIiNq3b09HjhyhyspK0bEWGRlJw4cPp+fPn9PTp08pKCiIlixZIuQHBgbSjBkziIjo/v37ZGtrS0OGDCGi/50LyvpS7qeyzS9cuECmpqZ05coVIiLat28f2djYUElJCRER7d69mzp06EDl5eVERPTNN9/Q/Pnza1Vv1dEUGxFRREQEubm50dKlS6m0tJSISOtzoSbFxcVkbm5Ohw8fFtJmzJhB77zzDhERlZaWkqmpqehcsbCwEG27pti0qTelnj170vTp02sVf0206UNmz55NUVFRatevy7miqU1riq28vJzMzMzU/nuxnZTu3r1LERER9PHHHxMRUXp6OjVt2lS0nxcuXCAzMzOVdefNm6e2H2KM/XnwE5C/sZCQEGzduhUAMHLkSMyZM0dlmZ9//hn79+/H9OnTVfIyMzNx7NixWk+B+uGHH2BgYIABAwYAAJo3b45+/fqJPvkHgI8++ghSqRR2dnYIDw/X+rH79u3bMXLkSFhZWQEAJk2ahB9//BFNmogP99atW+PUqVO4d++eShklJSWYMmUKVqxYAYlEIsojImzevBlvvPEGjIyMRHm6urogIqxfvx537tyBi4sLNm/erFLGy/jPf/4DHR0dhIeHAwBiYmIgk8nULtu6dWvs2bMHT58+FaX/61//wujRowEAmzZtQvfu3escF6Bdm5qZmSErKwtr166Fubk5AAhtIpFI4OPjAzs7O+jr68PFxQXW1tbIz88HAEycOBFHjhxB06ZNYWBggMDAQNy4caNWMZ49exbBwcFq8yorKxEVFYWhQ4di3rx5KC8vF+WXl5dj7ty5GDJkCN5//32VeelmZmYIDw9HWFgYJBKJsF+PHj3CgQMHMGHCBOjo6MDQ0BCjRo0SzruysjKcOXMGH3zwAQDAwcFBaF9tJCcnIywsDG3atAEAREZGwtzcHCdOnAAAmJiY4Pfff8euXbtQUFCA3r17Y8qUKVqXX1dmZmZo1qwZxo8fD11dXQCol3PBwMAAMTEx2LhxI4Cqc/Lrr7/GyJEjAVSdh3fv3hWe0IWGhqKgoAC5ublaxVabegsODsaZM2fqvE9Kde1D6uNceZnYpFIpHj16pPbfu+++KyrHz88PTk5OqKioEK47RUVF0NfXh0QigYeHBz744AMYGhqiqKioXmJnjDUuPAD5G5NKpTA0NARQdWHR19dXWWbs2LFISEiAqampKP3w4cNwcHBAUFCQcPOkrczMTNja2orSbG1tkZ2dLUp78eba0tISBQUFWpWfm5sLGxsb4W8dHR21L7lGRUWhe/fuaNGiBXbt2iXKmz9/PoKDg9GhQweV9QICApCQkKB26oGpqSlOnTqFixcvws/PD3K5HNu3b9cqbk3y8vKEQZWSo6Oj2mUXLlyI+/fvw8LCAllZWUK6np6ecLNlaGgIHR2deolNmzaVSCRwc3ODiYmJ2jIMDAzQpEkT0c2g8kb/zp07iI2NhY+PDzp06IA9e/aofTm1Jjk5ObCzs1Ob16RJE/Tu3RsA0LVrV2GampK5uTm6dOkCAIiOjlYZzEokEvj5+amUW1BQACJCeHg4nJ2d4ezsjClTpqCwsBAAhAGWckAGQKUea6JQKHD06FGhbGdnZ9GNdteuXfH5559j/fr1cHJyQkhIiGiK1qtWXb3Uh7i4OOzduxePHz/GiRMnUFRUhKioKCE/KSkJAQEB8Pf3R0REBACIjpmaYqtNvdnb24vOsbqqax9SH+fKq4pN6aeffkJmZiZat26NoKAgPH/+HMbGxnj27BmICP3790eXLl1QVFSkMv2VMfbXwAMQVq2dO3fiyZMnGD58uEpet27d8Pvvv+PIkSO1fom0WbNmok8igapBwx9vppU3Z0DVjdYfbwqrY29vL7rxff78OX755RfRvHsA+P7777F7926kp6eLvlHm7t27WL16NRYsWKC2/NTUVIwePRqxsbFq89u3b4+tW7ciJycHixcvxpAhQ3D//n2tYpdKpaI4X3yPw9zcXLhxVXr48KHachYuXAgTExNkZ2dX+5SkPmnbpuoGudoYPHgwmjVrhgsXLuDHH38UvYOhrfr45L0m6vbN3t4eEokEqampyMjIQEZGBu7duyfMe1ce0y9+k9KLbSqVSgGg2mPC0dERUVFRQtkZGRnIzc3F0KFDhWX69++Po0ePIicnB126dMH7779fL/urKTall21zTd58803I5XLs2LEDX331FYYNGyYMXo8dO4bp06cjOTkZ58+fx/79+9WWUVNs2tYbEdX7sVWXPqQu54o2bVpdbBUVFTA3N1f7T/mFGGvWrBHel5HJZJgzZw6uXbuG//73v3BxcYFUKsWNGzcwc+ZMDBs2DFevXhWe7jHG/lp4AMLUevbsGSZPnowVK1aofNqr5OLigoiICKSmpqrNNzU1FR79l5WVCReyt99+GyVkOzyGAAAWm0lEQVQlJdixYweAqk/stm3bhn79+onW/+qrrwBU3ZwdOnRI+ARakwEDBmDt2rXC9hITExEdHS1cXJVSU1MRGhoKDw8PUXp8fDw++eQTODg4qC1fR0cHH330EX766SfRy50AcO7cOfTr1w9lZWWQSCTw9fWFgYGB1jcozZs3Fy7QRUVFoq+LbdeuHR4/foxTp04BAHbt2qXy1Ejphx9+wMCBA2v9LVdA1Yu17du3r9U62rbpy3r48CHat28PqVSKmzdv4vjx4ypTM6o73pTUPWV71fT09BAZGYkFCxagsrISRITFixcL3+yjp6eHt956Cxs2bAAAXL9+HYcOHRLWNzc3h7GxsXBMXLt2DVevXhXyo6OjsW/fPvz2228AqgbP0dHRwoBm9erV+OyzzwBUPWHy9fVVORY11RsAdOrUSeWb3jTF1hDi4uKwa9cuHDx4ECNGjBDSHz58CFtbW7i4uICIhPrWdjqPNvWmlJmZqXaQv2rVKkil0lq/oK5NH2JqaoqMjAyUlZWhsrJSZQD7sueKpjatKTZtpmCdPXsWEydOxKNHj0BE2LBhA0xMTODs7Aw9PT0MGDAAn376KUpKSvDw4UMsXrxYNJhmjP118ACEqbVw4UL4+/tXO2deSU9PT2W+vNK4ceNw8OBBGBsbw8XFBd9++y2AqvnV+/fvx4oVK+Dh4YEePXpgyZIlCAoKEq1vb2+Pdu3awdvbG9HR0ejVqxeAqq9EVX57S25uLnr16gWZTIaPP/4YQNW0sXfffReenp5wdnbGwYMHsW/fPpX4KioqhE9MlX744QecP38ekyZN0rjfyjJe5OvrC5lMBrlcDrlcjq5du2L58uXCYMbb2xsymQwRERFQKBTCfigHGtOnT8e2bdsQEhKC4cOHIzIyUtiGhYUFEhMTMXjwYLRp0wYXL15Ex44d1d4Yqds3bRUUFCAzM7NW62jbpi9rzpw5mD59OoKDg7FgwQKsWLECKSkpWLhwobBMdcebUmBgYLWD5Vdp7dq1UCgUcHV1haurK9LS0oRjGQC++OILHDlyBDKZDJMmTRJ+pwWoemqzdOlS/OMf/0BYWBjWrFmDsLAw4Zho164dEhMTERUVBVdXV4SHh6NHjx7Ck5U+ffrg3LlzcHV1RevWrTF79mzhW4WUNNUbUPXNdH/8vQtNsWmi6VzQRkxMDM6ePYv27dvjjTfeENL79OkDJycntG3bFl27dkXHjh0RFhaGbt26IS8vT2O52tSbUmpqqtrj/NixY+jbty+8vLy03h9Acx8CAP369UPTpk1hYWEBmUwmDJaAup0rmtpUm9hqsnLlSshkMnh5ecHKygpJSUnYv3+/MBV4+fLlaNq0KVq2bImAgAD07dtXeAJ/5swZWFtbw9raGrNnz8ahQ4dgbW0Nd3f3WtUvY6xxkBD9ib6wnjU648ePh1QqxeLFi+utzLy8PNjY2Kh956E+zZw5Ew8ePMC6detqve7jx4+FKVGvc46yv78/4uPjVaaHdOrUCXFxcRg4cOBriqzxuXXrFry9vfHrr79W++5MY/Dpp5/i/v37wgvWrPHKycmBi4sLLly4AE9PTyG9oqIC1tbWOH36NORy+WuMkDHGGqf6eQOV/W3JZLJa/xK5tl712Pj69euim4baMDExgZGREX777Tf4+vrWc2TVGzhwIOzt7bFo0SKkp6fj2rVrKtOlSktLcevWLa0/lfy7cHFxwaBBgzBr1qyXGnSyhlFeXo4PP/yw2nwHBwfMmjWrASOq3ty5c9G7d2+VfuTcuXMIDQ3lwQdjjFWDByCsTuLi4nDgwAHY2trC0NBQ5dfQGyO5XI68vDy0aNECn3/++UuV0aRJEyxbtgzdu3eHrq4uJk+erPWvodfF1KlTERsbCxcXF+jq6mLVqlXCj96lp6cjLCwMz549Q/fu3fHOO++88nj+bBYtWgQfHx+kpKSo/Bo6axx0dHSEH6hszE6ePIlvvvkGly9fVskLCAhAQEDAa4iKMcb+HHgKFmOMMcYYY6zB8EvojDHGGGOMsQbDAxDGGGOMMcZYg+EBCGOMMcYYY6zB8ACEMcYYY4wx1mB4AMIYY4wxxhhrMDwAec2ys7Ph4OCAs2fPqs3/7rvv4OTkpPIrxIwxxhhjjP0Z8dfwNgJ79+7FxIkTcf36dejq6qrkjxs3Dvn5+di0adNriI4xxhhjjLH6wwOQRsLPzw9xcXEYOXKkSl52djZatWqF8+fPw8vL6zVExxhjjDHGWP3gKViNRExMDJKTk9Xm2dnZISQkBNu2bWvgqBhjjDHGGKtfPABpJIKDg5GWlobKyspq88+cOdPAUTHGGGOMMVa/eADSSNjb26O8vBz5+fnV5mdlZTVwVIwxxhhjjNUvHoA0EspXcSQSSbX51eUxxhhjjDH2Z8EDkEYiMzMTTZs2haWlZbX5MplMJX3VqlWQSqVIT09/1SEyxhhjjDFWZzwAaSRSU1MREBCAJk3UN0lqaiqCgoJU0o8dO4a+ffvyt2MxxhhjjLE/BZ3XHQCrsmXLFowYMUJtXk5ODr777jssWLBAlF5RUYFTp07h9OnTDREiY4wxxhhjdcZPQBqBvXv3oqCgAEOHDlWbP3fuXPTu3Ruenp6i9HPnziE0NBRyubwhwmSMMcYYY6zO+IcIX7OcnBy0a9cOO3fuREBAgEr+yZMnMWTIEFy+fLna90MYY4wxxhj7s+ABCGOMMcYYY6zB8BQsxhhjjDHGWIPhAQhjjDHGGGOswfAAhDHGGGOMMdZgeADCGGOMMcYYazA8AGGMMcYYY4w1GB6ANBJr1qxBx44dUV5eLko3MjLC2rVrce/ePUgkEpw6dUqUX1paCicnJ4SFhWncRlxcHP75z3+K0nr16oVffvml2nWKioogkUhUfuzwyZMnkMlksLKygrW1tcZtJycnIzAwUJR2+fJltG/fHqampjAzM8MHH3ygsZyXcfz4cTg7O9drmZrq7WWlpKSgXbt2sLW1RbNmzdCxY0dcunRJyF+0aBHs7e0BALGxsejcuXO9bbu2bVobeXl5kEgkePTokVbLl5eXQyKRICMjo17jUOfHH3+ERCKBvr4+9PX1YWdnhwEDBiAnJ+eVb/vvpLo2TUlJgY7O6/lNXFdXV43L9O/fH5MmTVJJ19Q3v0hd//eyfS8AhIaGQiaTQSKR1Lkf+qv1zdq06cu4cOECJBIJbty4gU2bNkEqlaIhv0T00qVLiI6Ofun1X9U1S5OsrCz07dsXVlZWaNasGYYPH47CwkIh/9KlSwgODoalpSU8PDyQlJSktpyoqCi89957KunZ2dlwcHDA2bNn1a733XffwcnJCQqFon52iNUbHoA0Ardv38a0adOQnJysciE2NzeHhYUFzM3NAQAWFhai/N27dyM6OhoKhQI3b96sdhuXLl3C4cOHMXXqVFH6zz//XGNshoaGSEtLQ9u2bUXppqamyMrKwsGDBzXuX3FxMaZOnYoVK1aI0pcsWYLWrVtDoVDg8ePH2Lx5s8ayGgtN9fYyiouL0a9fP2zcuBGTJ0/GokWLMGzYMLz//vvChU55PPzx//WhNm36VyOVSvHs2TM8e/YMV65cgUKhwIQJE153WI1Sfd90BQUF4cyZMw2+7YyMDBQUFNS4zLZt23D16lXMmTNHJU9T36xUXf/3sn0vUHXjnpWVBT09vRrL0OSv1jdr06Yv68V2Njc3h5mZGSQSySvZljp1vea8imuWNgYNGgQrKys8ePAAV69eRXp6OubOnQug6kOJ3r17IyoqCrm5uUhKSsK4ceOEgRIR4caNGxg4cCBOnjyptnw7OzusWrUKgwYNQllZmUp+SEgI+vTpg7Fjx766nWQvhQcgjUBCQgJiYmLg4uKikmdubg5LS0uYmJhAKpWqXOS+/PJLxMbGIjY2FuvWrat2G2PHjsWcOXNgbGwMoOrCI5PJcOfOHXTq1AkymQze3t6iddzd3WFvb4/AwMA6dV7z5s1DaGgo/Pz8AADbt2+HTCbDzp07sXv3bjg6OkImkyEhIUFY5+LFi3jnnXfg5uYGV1dXlQvgtm3b0KZNG7i6usLHx0f0lODx48fo3bs3nJyc4O/vr/XNjdK3334Lb29vODs7w9PTU3RDrk29JSUloU2bNvDw8ICfnx9OnDgBAHjw4AHc3Nzwj3/8A87OztiwYQPeffddyOVyPHnyBDk5OSgvL4e7u7tQ1rBhw7B27VpUVlYC+N/xoPx/fQ5ANPnvf/+Lzp07o2XLlnBychIuIkDVp6iRkZGIiIiAh4cH1q1bh7feegsxMTGiMnbt2gVPT0/Y2dlh3Lhxwn4BwNSpU+Ho6Ahvb2988cUXovVKSkowaNAguLi4oHnz5hgwYABKSkpUYvTw8Kjzp7V2dnbo06eP6NPCmo63iooKjBkzBu7u7vD09ERgYCCuXbsmimn58uVo3749bG1tER4ejvz8fCE/MzMT0dHRcHNzg4eHB0aNGoWnT58CqPr0UEdHB19//TUiIyMhl8sxbNgw0Y34unXrIJfL4eXlBW9vb+zevVsU26effgp3d3e0bNkSvXr1Ql5entZ1sWnTJnTp0gXHjx+Hu7s7zMzMMGTIECFf03laU5teu3YNMpkMrq6uKp/AA8C9e/dgYGCAmzdvIigoCBYWFmjZsqWQn5OTg5iYGLi6usLZ2RmTJ09GRUWFkH/58mWEhIRAJpPBxcVFNIg4fvw4fH19oVAoIJPJIJPJ8OGHH4q2r6y7mTNnQldXVyU+TX2z0h/7v1fd92o6HmuKTZu+uaZzQVP+q+ybtWnTl+2bAdUBSH33vTWdxwkJCRgzZgxSUlKEfXvxSUFNfbOm423Xrl148803RbHo6Ojg119/1So2TSIiIpCQkAB9fX1YW1sjLCxMKDs1NRXl5eUYN24cpFIp/P39ERUVhS1btgAADh8+jKioKHh7e2P8+PHVbuO9996DhYUFvvrqK7X5U6dOxZ49e5Cenq513KwBEHutSktLycjIiM6ePas2PyAggC5evEhERJaWlvTkyRMh7/r169ShQwciInr8+DG1bNmSysrKVMrYunUr+fv7U2VlpUqeVCqlq1ev1hijnZ0dpaamqs1LS0sjKyurate9ffs22djYUGZmpkpeREQELVu2TCW9sLCQHBwcaMOGDUIZlpaW9J///IeIiC5cuECmpqZ05coVIiLat28f2djYUElJCRERTZs2jTp37kzPnz+nkpISCg0NpRYtWtS4j0qlpaVkampKBw8eJCKi5ORksrCwUKm76uotLS2NTExM6LfffiMiooMHD5KJiQnl5ORQTk4OAaC0tDSaO3cutWzZkioqKiggIID27t1LRESBgYEUFBREffr0UVs3R48epcjISCIiWrlyJU2YMEGr/aqN6tq0W7duNGnSJCIiunXrFunq6tKlS5eIiGjHjh1kbm5OJSUlFBYWRkOGDKHi4mLS0dGhgoICys3NJQA0YsQIqqiooAcPHpCdnR3t2bNH2C8bGxvKysoiIqJPP/2UANDt27eJiGj+/PkUEBBAZWVlVFxcTN7e3mrrJygoiEaPHl3r/ZVKpcLfDx8+pLfffpvGjh1LRJqPt927d1OHDh2ovLyciIi++eYbmj9/vlCeXC4nPz8/UigU9Pz5c+revbsoxm7dutHIkSOpsrKSSkpK6O2336YpU6YQEQn1lpCQQERExcXFZGtrS8ePHxfyDQ0NKT8/n4iIbt68SQMHDhSO16VLl1Lbtm1JoVAQEdHEiROpZ8+eWtfNhQsXyMLCgjp37kw3btwgIqKKigoi0nyeampTpevXr4vq/0VGRkbUvn17OnLkCFVWVgrbJiKKjIyk4cOH0/Pnz+np06cUFBRES5YsIaKq/tDa2po2b95MlZWV9PDhQ3JycqKvv/5aWD81NbXGvuv06dNkbGystk8lqrlvVqqp/6tr30tEpKenp1KGpuNRm9iq65s1nQuvu2+uqU3r2jeXlZWRqakpERFduXKFfHx8tIpbG5rOYyKi2bNnU1RUlNr1a+qblao73nbu3Elt27ZVWfb69esaYysvLyczMzO1/w4fPiwqs6Kigi5evEitWrWiHTt2EBHR6tWrKTQ0VLTcokWLqFevXipxzps3T2260pIlSyg4OLja/J49e9L06dOrzWcNjwcgr9n58+dJV1dXuFj8UVFRkXDRffz4sShv/PjxtG7dOuHvoUOHCie2UnFxMTk5OVFaWpra8l/1ACQqKkrtxY+o+ovc3r17ydraWpQWFxdH8fHxREQ0btw4io6OFuW7urpSSkoKERF17NiR1q5dK+QlJSVpfZEjInr06JFQ59nZ2QSAsrOzRctUV2/x8fE0ePBgUZqXlxdt3bpVuJksKyuj9evXU/fu3Ymo6kZq/fr1RERUUlJCiYmJ1KZNG9LR0SF3d3c6cuSIUFZ5eTk9ffqUiKouyMoLe32qrk2Li4vp2bNnwt+enp60fft2Iqq6iAUEBBAR0aBBg2jBggVERGRqako3b94U9v3Fi2JsbCyNGTOGiIimTp1KMTExQt7du3dFN6vPnz+nwsJCIX/UqFE0atSoettfAGRmZkZGRkZkZmZG//d//yfsq6bj7ejRo2RtbU3btm0TbvRfJJfLafny5cLfycnJ5OXlRURV5zcAunXrlpC/Y8cOcnd3J6L/DUAyMjKE/E6dOgnH9+PHj8nAwIAWLlwoWkbpzTffpMTEROHvBw8ekEQiUXuzrM6NGzcIAJ08eVIlT9N5qqlNlWoagNjb29OMGTNU0gsKCkgikdAvv/wipCUnJ5Ofnx8RVd10N2/eXLSOQqEQnS+aBiALFy6kLl26VJtfU9+sVFP/96oGIJqOR21iq65v1nQuvO6+uaY2rWvfTPS/dq6oqBD1R3Wl6TwmqnkAUlPfrPSyAxBtYtOksLCQAFCTJk1o6tSpwsBq4cKF1LNnT8rMzCQAtG7dOlq1apXa807TAOT8+fOko6Mj+pDiRQsXLqSQkJCXip+9GjwF6zXLycmBtbU1pFKp2nwjIyM0aVLVTKampkJ6aWkpdu/ejX79+glpcXFx+PLLL0Xrz58/H8HBwejQocMriL5m33//PS5fvoxx48bVaj2FQoEnT57A2dlZ+HfgwAFhbq9CocDRo0dF+QUFBcjNzQUA5Ofnix6PK6csaSspKQkBAQHw9/dHREQEAIimCtUkMzMTtra2ojRbW1tkZ2cDqHrXoGnTpmjSpIkwrUMikQjl6+vrY/To0Rg8eDDWrVuH+Ph49O7dG1lZWcL6hoaGAABdXV3o6+vXat/q4vTp0+jRowf8/PzQoUMH3LlzR1QvBgYGAFDtvgEQXqAHACsrK+HFQE1tdufOHcTGxsLHxwcdOnTAnj17tG4TbUilUjx69AinTp1CeXk5RowYIcyv13S8de3aFZ9//jnWr18PJycnhISEqExLkclkon1THsuZmZkAIDpmXjxelMzMzESxKqcamZqa4tSpU7h48SL8/Pwgl8uxfft2YVmFQoGEhAQh7oCAAJiZmamUXx3lHHflFJ0XaTpP63oeKrevbtsFBQUgIoSHhwvbnjJlivBya25uLmxsbETrWFhY1Op8ycnJgZ2dXbX51fXNSi/b/9WVNsdjXfrmms6Fv3LfDPyvnZs0aSJMZ64Pms5jTTT1za8zNgAwNjZGRUUF0tPT8dNPP+Gjjz4S0ouLi2FoaIiRI0fC09MTRUVFL1W39vb2KC8vF01v/WO+8jrKGof/B/1jmNH+RADFAAAAAElFTkSuQmCC"}, "created": "2020-11-25T11:53:32-08:00", "created_utc": "2020-11-25T19:53:32+00:00", "updated": "2020-11-25T11:53:32-08:00", "updated_utc": "2020-11-25T19:53:32+00:00", "shot_hash": "d8510c8f4cb6c43f65afd4a6acb5d643", "slug": "redirects-for-datasette"}, {"path": "datasette_register-new-plugin-hooks.md", "topic": "datasette", "title": "Registering new Datasette plugin hooks by defining them in other plugins", "url": "https://github.com/simonw/til/blob/main/datasette/register-new-plugin-hooks.md", "body": "I'm experimenting with a Datasette plugin that itself adds new plugin hooks which other plugins can then interact with.\n\nIt's called [datasette-low-disk-space-hook](https://github.com/simonw/datasette-low-disk-space-hook), and it adds a new plugin hook called `low_disk_space(datasette)`, defined in the [datasette_low_disk_space_hook/hookspecs.py](https://github.com/simonw/datasette-low-disk-space-hook/blob/0.1a0/datasette_low_disk_space_hook/hookspecs.py) module.\n\nThe hook is registered by this code in [datasette_low_disk_space_hook/\\_\\_init\\_\\_.py](https://github.com/simonw/datasette-low-disk-space-hook/blob/0.1a0/datasette_low_disk_space_hook/__init__.py)\n\n```python\nfrom datasette.utils import await_me_maybe\nfrom datasette.plugins import pm\nfrom . import hookspecs\n\npm.add_hookspecs(hookspecs)\n```\nThis imports the plugin manager directly from Datasette and uses it to add the new hooks.\n\nI was worried that the `pm.add_hookspects(hookspecs)` line was not guaranteed to be executed if that module had not been imported.\n\nIt turns out that having this `entrpoints=` line in [setup.py](https://github.com/simonw/datasette-low-disk-space-hook/blob/0.1a0/setup.py) is enough to ensure that the module is imported and the `pm.add_hookspecs()` line is executed:\n\n```python\nfrom setuptools import setup\n\nsetup(\n    name=\"datasette-low-disk-space-hook\",\n    # ...\n    entry_points={\"datasette\": [\"low_disk_space_hook = datasette_low_disk_space_hook\"]},\n    # ...\n)\n```", "html": "<p>I'm experimenting with a Datasette plugin that itself adds new plugin hooks which other plugins can then interact with.</p>\n<p>It's called <a href=\"https://github.com/simonw/datasette-low-disk-space-hook\">datasette-low-disk-space-hook</a>, and it adds a new plugin hook called <code>low_disk_space(datasette)</code>, defined in the <a href=\"https://github.com/simonw/datasette-low-disk-space-hook/blob/0.1a0/datasette_low_disk_space_hook/hookspecs.py\">datasette_low_disk_space_hook/hookspecs.py</a> module.</p>\n<p>The hook is registered by this code in <a href=\"https://github.com/simonw/datasette-low-disk-space-hook/blob/0.1a0/datasette_low_disk_space_hook/__init__.py\">datasette_low_disk_space_hook/__init__.py</a></p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">datasette</span>.<span class=\"pl-s1\">utils</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">await_me_maybe</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">datasette</span>.<span class=\"pl-s1\">plugins</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">pm</span>\n<span class=\"pl-k\">from</span> . <span class=\"pl-k\">import</span> <span class=\"pl-s1\">hookspecs</span>\n\n<span class=\"pl-s1\">pm</span>.<span class=\"pl-en\">add_hookspecs</span>(<span class=\"pl-s1\">hookspecs</span>)</pre></div>\n<p>This imports the plugin manager directly from Datasette and uses it to add the new hooks.</p>\n<p>I was worried that the <code>pm.add_hookspects(hookspecs)</code> line was not guaranteed to be executed if that module had not been imported.</p>\n<p>It turns out that having this <code>entrpoints=</code> line in <a href=\"https://github.com/simonw/datasette-low-disk-space-hook/blob/0.1a0/setup.py\">setup.py</a> is enough to ensure that the module is imported and the <code>pm.add_hookspecs()</code> line is executed:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">setuptools</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">setup</span>\n\n<span class=\"pl-en\">setup</span>(\n    <span class=\"pl-s1\">name</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"datasette-low-disk-space-hook\"</span>,\n    <span class=\"pl-c\"># ...</span>\n    <span class=\"pl-s1\">entry_points</span><span class=\"pl-c1\">=</span>{<span class=\"pl-s\">\"datasette\"</span>: [<span class=\"pl-s\">\"low_disk_space_hook = datasette_low_disk_space_hook\"</span>]},\n    <span class=\"pl-c\"># ...</span>\n)</pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-06-17T13:04:35-07:00", "created_utc": "2022-06-17T20:04:35+00:00", "updated": "2022-06-17T13:04:35-07:00", "updated_utc": "2022-06-17T20:04:35+00:00", "shot_hash": "38c23e5679fa88c44f7e14038ea1b4ae", "slug": "register-new-plugin-hooks"}, {"path": "datasette_reuse-click-for-register-commands.md", "topic": "datasette", "title": "Reusing an existing Click tool with register_commands", "url": "https://github.com/simonw/til/blob/main/datasette/reuse-click-for-register-commands.md", "body": "The [register_commands](https://docs.datasette.io/en/stable/plugin_hooks.html#register-commands-cli) plugin hook lets you add extra sub-commands to the `datasette` CLI tool.\n\nI have a lot of existing tools that I'd like to also make available as plugins. I figured out this pattern for my [git-history](https://datasette.io/tools/git-history) tool today:\n\n```python\nfrom datasette import hookimpl\nfrom git_history.cli import cli as git_history_cli\n\n@hookimpl\ndef register_commands(cli):\n    cli.add_command(git_history_cli, name=\"git-history\")\n```\nNow I can run the following:\n\n```\n% datasette git-history --help\nUsage: datasette git-history [OPTIONS] COMMAND [ARGS]...\n\n  Tools for analyzing Git history using SQLite\n\nOptions:\n  --version  Show the version and exit.\n  --help     Show this message and exit.\n\nCommands:\n  file  Analyze the history of a specific file and write it to SQLite\n```\n\nI initially tried doing this:\n\n```python\n@hookimpl\ndef register_commands(cli):\n    cli.command(name=\"git-history\")(git_history_file)\n```\nBut got the following error:\n\n    TypeError: Attempted to convert a callback into a command twice.\n\nUsing [cli.add_command()](https://click.palletsprojects.com/en/8.0.x/api/?highlight=add_command#click.Group.add_command) turns out to be the right way to do this.\n\nResearch issue for this: [datasette#1538](https://github.com/simonw/datasette/issues/1538).", "html": "<p>The <a href=\"https://docs.datasette.io/en/stable/plugin_hooks.html#register-commands-cli\" rel=\"nofollow\">register_commands</a> plugin hook lets you add extra sub-commands to the <code>datasette</code> CLI tool.</p>\n<p>I have a lot of existing tools that I'd like to also make available as plugins. I figured out this pattern for my <a href=\"https://datasette.io/tools/git-history\" rel=\"nofollow\">git-history</a> tool today:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">datasette</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">hookimpl</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">git_history</span>.<span class=\"pl-s1\">cli</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">cli</span> <span class=\"pl-k\">as</span> <span class=\"pl-s1\">git_history_cli</span>\n\n<span class=\"pl-en\">@<span class=\"pl-s1\">hookimpl</span></span>\n<span class=\"pl-k\">def</span> <span class=\"pl-en\">register_commands</span>(<span class=\"pl-s1\">cli</span>):\n    <span class=\"pl-s1\">cli</span>.<span class=\"pl-en\">add_command</span>(<span class=\"pl-s1\">git_history_cli</span>, <span class=\"pl-s1\">name</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"git-history\"</span>)</pre></div>\n<p>Now I can run the following:</p>\n<pre><code>% datasette git-history --help\nUsage: datasette git-history [OPTIONS] COMMAND [ARGS]...\n\n  Tools for analyzing Git history using SQLite\n\nOptions:\n  --version  Show the version and exit.\n  --help     Show this message and exit.\n\nCommands:\n  file  Analyze the history of a specific file and write it to SQLite\n</code></pre>\n<p>I initially tried doing this:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-en\">@<span class=\"pl-s1\">hookimpl</span></span>\n<span class=\"pl-k\">def</span> <span class=\"pl-en\">register_commands</span>(<span class=\"pl-s1\">cli</span>):\n    <span class=\"pl-s1\">cli</span>.<span class=\"pl-en\">command</span>(<span class=\"pl-s1\">name</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"git-history\"</span>)(<span class=\"pl-s1\">git_history_file</span>)</pre></div>\n<p>But got the following error:</p>\n<pre><code>TypeError: Attempted to convert a callback into a command twice.\n</code></pre>\n<p>Using <a href=\"https://click.palletsprojects.com/en/8.0.x/api/?highlight=add_command#click.Group.add_command\" rel=\"nofollow\">cli.add_command()</a> turns out to be the right way to do this.</p>\n<p>Research issue for this: <a href=\"https://github.com/simonw/datasette/issues/1538\">datasette#1538</a>.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-11-29T09:32:07-08:00", "created_utc": "2021-11-29T17:32:07+00:00", "updated": "2021-11-29T09:32:07-08:00", "updated_utc": "2021-11-29T17:32:07+00:00", "shot_hash": "3322ac874006f755fec92e2caa623e21", "slug": "reuse-click-for-register-commands"}, {"path": "datasette_search-all-columns-trick.md", "topic": "datasette", "title": "Searching all columns of a table in Datasette", "url": "https://github.com/simonw/til/blob/main/datasette/search-all-columns-trick.md", "body": "I came up with this trick today, when I wanted to run a `LIKE` search against every column in a table.\n\nThe trick is to generate a SQL query that does a `LIKE` search against every column of a table. We can generate that query using another query:\n\n```sql\nselect\n  'select * from \"' || :table || '\" where ' || group_concat(\n    '\"' || name || '\" like ''%'' || :search || ''%''',\n    ' or '\n  )\nfrom\n  pragma_table_info(:table)\n```\nHere's what you get when you [run that query](https://fivethirtyeight.datasettes.com/fivethirtyeight?sql=select%0D%0A++%27select+*+from+%22%27+%7C%7C+%3Atable+%7C%7C+%27%22+where+%27+%7C%7C+group_concat%28%0D%0A++++%27%22%27+%7C%7C+name+%7C%7C+%27%22+like+%27%27%25%27%27+%7C%7C+%3Asearch+%7C%7C+%27%27%25%27%27%27%2C%0D%0A++++%27+or+%27%0D%0A++%29%0D%0Afrom%0D%0A++pragma_table_info%28%3Atable%29&table=avengers%2Favengers) against the [avengers example table](https://fivethirtyeight.datasettes.com/fivethirtyeight/avengers%2Favengers) from FiveThirtyEight (pretty-printed):\n\n```sql\nselect\n  *\nfrom\n  \"avengers/avengers\"\nwhere\n  \"URL\" like '%' || :search || '%'\n  or \"Name/Alias\" like '%' || :search || '%'\n  or \"Appearances\" like '%' || :search || '%'\n  or \"Current?\" like '%' || :search || '%'\n  or \"Gender\" like '%' || :search || '%'\n  or \"Probationary Introl\" like '%' || :search || '%'\n  or \"Full/Reserve Avengers Intro\" like '%' || :search || '%'\n  or \"Year\" like '%' || :search || '%'\n  or \"Years since joining\" like '%' || :search || '%'\n  or \"Honorary\" like '%' || :search || '%'\n  or \"Death1\" like '%' || :search || '%'\n  or \"Return1\" like '%' || :search || '%'\n  or \"Death2\" like '%' || :search || '%'\n  or \"Return2\" like '%' || :search || '%'\n  or \"Death3\" like '%' || :search || '%'\n  or \"Return3\" like '%' || :search || '%'\n  or \"Death4\" like '%' || :search || '%'\n  or \"Return4\" like '%' || :search || '%'\n  or \"Death5\" like '%' || :search || '%'\n  or \"Return5\" like '%' || :search || '%'\n  or \"Notes\" like '%' || :search || '%'\n```\nHere's [an example search](https://fivethirtyeight.datasettes.com/fivethirtyeight?sql=select%0D%0A++*%0D%0Afrom%0D%0A++%22avengers%2Favengers%22%0D%0Awhere%0D%0A++%22URL%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Name%2FAlias%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Appearances%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Current%3F%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Gender%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Probationary+Introl%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Full%2FReserve+Avengers+Intro%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Year%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Years+since+joining%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Honorary%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Death1%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Return1%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Death2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Return2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Death3%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Return3%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Death4%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Return4%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Death5%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Return5%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Notes%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27&search=Grim+Reaper) using that generated query.\n\n## Same trick for the entire database\n\nHere's a query that generates a query that searches every column in every table in the database!\n\n```sql\nwith tables as (\n  select\n    name as table_name\n  from\n    sqlite_master\n  where\n    type = 'table'\n),\nqueries as (\n  select\n    'select ''' || tables.table_name || ''' as _table, rowid from \"' || tables.table_name || '\" where ' || group_concat(\n      '\"' || name || '\" like ''%'' || :search || ''%''',\n      ' or '\n    ) as query\n  from\n    pragma_table_info(tables.table_name),\n    tables\n  group by\n    tables.table_name\n)\nselect\n  group_concat(query, ' union all ')\nfrom\n  queries\n```\nI tried this against the FiveThirtyEight database and the query it produced was way beyond the URL length limit for Cloud Run.\n\nHere's the result if [run against latest.datasette.io/fixtures](https://latest.datasette.io/fixtures?sql=with+tables+as+%28%0D%0A++select%0D%0A++++name+as+table_name%0D%0A++from%0D%0A++++sqlite_master%0D%0A++where%0D%0A++++type+%3D+%27table%27%0D%0A%29%2C%0D%0Aqueries+as+%28%0D%0A++select%0D%0A++++%27select+%27%27%27+%7C%7C+tables.table_name+%7C%7C+%27%27%27+as+_table%2C+rowid+from+%22%27+%7C%7C+tables.table_name+%7C%7C+%27%22+where+%27+%7C%7C+group_concat%28%0D%0A++++++%27%22%27+%7C%7C+name+%7C%7C+%27%22+like+%27%27%25%27%27+%7C%7C+%3Asearch+%7C%7C+%27%27%25%27%27%27%2C%0D%0A++++++%27+or+%27%0D%0A++++%29+as+query%0D%0A++from%0D%0A++++pragma_table_info%28tables.table_name%29%2C%0D%0A++++tables%0D%0A++group+by%0D%0A++++tables.table_name%0D%0A%29%0D%0Aselect%0D%0A++group_concat%28query%2C+%27+union+all+%27%29%0D%0Afrom%0D%0A++queries):\n\n```sql\nselect\n  '123_starts_with_digits' as _table,\n  rowid\nfrom\n  \"123_starts_with_digits\"\nwhere\n  \"content\" like '%' || :search || '%'\nunion all\nselect\n  'Table With Space In Name' as _table,\n  rowid\nfrom\n  \"Table With Space In Name\"\nwhere\n  \"pk\" like '%' || :search || '%'\n  or \"content\" like '%' || :search || '%'\nunion all\nselect\n  'attraction_characteristic' as _table,\n  rowid\nfrom\n  \"attraction_characteristic\"\nwhere\n  \"pk\" like '%' || :search || '%'\n  or \"name\" like '%' || :search || '%'\nunion all\nselect\n  'binary_data' as _table,\n  rowid\nfrom\n  \"binary_data\"\nwhere\n  \"data\" like '%' || :search || '%'\nunion all\nselect\n  'complex_foreign_keys' as _table,\n  rowid\nfrom\n  \"complex_foreign_keys\"\nwhere\n  \"pk\" like '%' || :search || '%'\n  or \"f1\" like '%' || :search || '%'\n  or \"f2\" like '%' || :search || '%'\n  or \"f3\" like '%' || :search || '%'\nunion all\nselect\n  'compound_primary_key' as _table,\n  rowid\nfrom\n  \"compound_primary_key\"\nwhere\n  \"pk1\" like '%' || :search || '%'\n  or \"pk2\" like '%' || :search || '%'\n  or \"content\" like '%' || :search || '%'\nunion all\nselect\n  'compound_three_primary_keys' as _table,\n  rowid\nfrom\n  \"compound_three_primary_keys\"\nwhere\n  \"pk1\" like '%' || :search || '%'\n  or \"pk2\" like '%' || :search || '%'\n  or \"pk3\" like '%' || :search || '%'\n  or \"content\" like '%' || :search || '%'\nunion all\nselect\n  'custom_foreign_key_label' as _table,\n  rowid\nfrom\n  \"custom_foreign_key_label\"\nwhere\n  \"pk\" like '%' || :search || '%'\n  or \"foreign_key_with_custom_label\" like '%' || :search || '%'\nunion all\nselect\n  'facet_cities' as _table,\n  rowid\nfrom\n  \"facet_cities\"\nwhere\n  \"id\" like '%' || :search || '%'\n  or \"name\" like '%' || :search || '%'\nunion all\nselect\n  'facetable' as _table,\n  rowid\nfrom\n  \"facetable\"\nwhere\n  \"pk\" like '%' || :search || '%'\n  or \"created\" like '%' || :search || '%'\n  or \"planet_int\" like '%' || :search || '%'\n  or \"on_earth\" like '%' || :search || '%'\n  or \"state\" like '%' || :search || '%'\n  or \"city_id\" like '%' || :search || '%'\n  or \"neighborhood\" like '%' || :search || '%'\n  or \"tags\" like '%' || :search || '%'\n  or \"complex_array\" like '%' || :search || '%'\n  or \"distinct_some_null\" like '%' || :search || '%'\nunion all\nselect\n  'foreign_key_references' as _table,\n  rowid\nfrom\n  \"foreign_key_references\"\nwhere\n  \"pk\" like '%' || :search || '%'\n  or \"foreign_key_with_label\" like '%' || :search || '%'\n  or \"foreign_key_with_blank_label\" like '%' || :search || '%'\n  or \"foreign_key_with_no_label\" like '%' || :search || '%'\n  or \"foreign_key_compound_pk1\" like '%' || :search || '%'\n  or \"foreign_key_compound_pk2\" like '%' || :search || '%'\nunion all\nselect\n  'infinity' as _table,\n  rowid\nfrom\n  \"infinity\"\nwhere\n  \"value\" like '%' || :search || '%'\nunion all\nselect\n  'no_primary_key' as _table,\n  rowid\nfrom\n  \"no_primary_key\"\nwhere\n  \"content\" like '%' || :search || '%'\n  or \"a\" like '%' || :search || '%'\n  or \"b\" like '%' || :search || '%'\n  or \"c\" like '%' || :search || '%'\nunion all\nselect\n  'primary_key_multiple_columns' as _table,\n  rowid\nfrom\n  \"primary_key_multiple_columns\"\nwhere\n  \"id\" like '%' || :search || '%'\n  or \"content\" like '%' || :search || '%'\n  or \"content2\" like '%' || :search || '%'\nunion all\nselect\n  'primary_key_multiple_columns_explicit_label' as _table,\n  rowid\nfrom\n  \"primary_key_multiple_columns_explicit_label\"\nwhere\n  \"id\" like '%' || :search || '%'\n  or \"content\" like '%' || :search || '%'\n  or \"content2\" like '%' || :search || '%'\nunion all\nselect\n  'roadside_attraction_characteristics' as _table,\n  rowid\nfrom\n  \"roadside_attraction_characteristics\"\nwhere\n  \"attraction_id\" like '%' || :search || '%'\n  or \"characteristic_id\" like '%' || :search || '%'\nunion all\nselect\n  'roadside_attractions' as _table,\n  rowid\nfrom\n  \"roadside_attractions\"\nwhere\n  \"pk\" like '%' || :search || '%'\n  or \"name\" like '%' || :search || '%'\n  or \"address\" like '%' || :search || '%'\n  or \"latitude\" like '%' || :search || '%'\n  or \"longitude\" like '%' || :search || '%'\nunion all\nselect\n  'searchable' as _table,\n  rowid\nfrom\n  \"searchable\"\nwhere\n  \"pk\" like '%' || :search || '%'\n  or \"text1\" like '%' || :search || '%'\n  or \"text2\" like '%' || :search || '%'\n  or \"name with . and spaces\" like '%' || :search || '%'\nunion all\nselect\n  'searchable_fts' as _table,\n  rowid\nfrom\n  \"searchable_fts\"\nwhere\n  \"text1\" like '%' || :search || '%'\n  or \"text2\" like '%' || :search || '%'\n  or \"name with . and spaces\" like '%' || :search || '%'\nunion all\nselect\n  'searchable_fts_docsize' as _table,\n  rowid\nfrom\n  \"searchable_fts_docsize\"\nwhere\n  \"docid\" like '%' || :search || '%'\n  or \"size\" like '%' || :search || '%'\nunion all\nselect\n  'searchable_fts_segdir' as _table,\n  rowid\nfrom\n  \"searchable_fts_segdir\"\nwhere\n  \"level\" like '%' || :search || '%'\n  or \"idx\" like '%' || :search || '%'\n  or \"start_block\" like '%' || :search || '%'\n  or \"leaves_end_block\" like '%' || :search || '%'\n  or \"end_block\" like '%' || :search || '%'\n  or \"root\" like '%' || :search || '%'\nunion all\nselect\n  'searchable_fts_segments' as _table,\n  rowid\nfrom\n  \"searchable_fts_segments\"\nwhere\n  \"blockid\" like '%' || :search || '%'\n  or \"block\" like '%' || :search || '%'\nunion all\nselect\n  'searchable_fts_stat' as _table,\n  rowid\nfrom\n  \"searchable_fts_stat\"\nwhere\n  \"id\" like '%' || :search || '%'\n  or \"value\" like '%' || :search || '%'\nunion all\nselect\n  'searchable_tags' as _table,\n  rowid\nfrom\n  \"searchable_tags\"\nwhere\n  \"searchable_id\" like '%' || :search || '%'\n  or \"tag\" like '%' || :search || '%'\nunion all\nselect\n  'select' as _table,\n  rowid\nfrom\n  \"select\"\nwhere\n  \"group\" like '%' || :search || '%'\n  or \"having\" like '%' || :search || '%'\n  or \"and\" like '%' || :search || '%'\n  or \"json\" like '%' || :search || '%'\nunion all\nselect\n  'simple_primary_key' as _table,\n  rowid\nfrom\n  \"simple_primary_key\"\nwhere\n  \"id\" like '%' || :search || '%'\n  or \"content\" like '%' || :search || '%'\nunion all\nselect\n  'sortable' as _table,\n  rowid\nfrom\n  \"sortable\"\nwhere\n  \"pk1\" like '%' || :search || '%'\n  or \"pk2\" like '%' || :search || '%'\n  or \"content\" like '%' || :search || '%'\n  or \"sortable\" like '%' || :search || '%'\n  or \"sortable_with_nulls\" like '%' || :search || '%'\n  or \"sortable_with_nulls_2\" like '%' || :search || '%'\n  or \"text\" like '%' || :search || '%'\nunion all\nselect\n  'table/with/slashes.csv' as _table,\n  rowid\nfrom\n  \"table/with/slashes.csv\"\nwhere\n  \"pk\" like '%' || :search || '%'\n  or \"content\" like '%' || :search || '%'\nunion all\nselect\n  'tags' as _table,\n  rowid\nfrom\n  \"tags\"\nwhere\n  \"tag\" like '%' || :search || '%'\nunion all\nselect\n  'units' as _table,\n  rowid\nfrom\n  \"units\"\nwhere\n  \"pk\" like '%' || :search || '%'\n  or \"distance\" like '%' || :search || '%'\n  or \"frequency\" like '%' || :search || '%'\n```\n[It works!](https://latest.datasette.io/fixtures?sql=select%0D%0A++%27123_starts_with_digits%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22123_starts_with_digits%22%0D%0Awhere%0D%0A++%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27Table+With+Space+In+Name%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22Table+With+Space+In+Name%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27attraction_characteristic%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22attraction_characteristic%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22name%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27binary_data%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22binary_data%22%0D%0Awhere%0D%0A++%22data%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27complex_foreign_keys%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22complex_foreign_keys%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22f1%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22f2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22f3%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27compound_primary_key%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22compound_primary_key%22%0D%0Awhere%0D%0A++%22pk1%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22pk2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27compound_three_primary_keys%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22compound_three_primary_keys%22%0D%0Awhere%0D%0A++%22pk1%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22pk2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22pk3%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27custom_foreign_key_label%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22custom_foreign_key_label%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22foreign_key_with_custom_label%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27facet_cities%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22facet_cities%22%0D%0Awhere%0D%0A++%22id%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22name%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27facetable%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22facetable%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22created%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22planet_int%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22on_earth%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22state%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22city_id%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22neighborhood%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22tags%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22complex_array%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22distinct_some_null%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27foreign_key_references%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22foreign_key_references%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22foreign_key_with_label%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22foreign_key_with_blank_label%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22foreign_key_with_no_label%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22foreign_key_compound_pk1%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22foreign_key_compound_pk2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27infinity%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22infinity%22%0D%0Awhere%0D%0A++%22value%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27no_primary_key%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22no_primary_key%22%0D%0Awhere%0D%0A++%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22a%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22b%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22c%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27primary_key_multiple_columns%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22primary_key_multiple_columns%22%0D%0Awhere%0D%0A++%22id%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22content2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27primary_key_multiple_columns_explicit_label%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22primary_key_multiple_columns_explicit_label%22%0D%0Awhere%0D%0A++%22id%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22content2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27roadside_attraction_characteristics%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22roadside_attraction_characteristics%22%0D%0Awhere%0D%0A++%22attraction_id%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22characteristic_id%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27roadside_attractions%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22roadside_attractions%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22name%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22address%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22latitude%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22longitude%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27searchable%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22searchable%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22text1%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22text2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22name+with+.+and+spaces%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27searchable_fts%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22searchable_fts%22%0D%0Awhere%0D%0A++%22text1%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22text2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22name+with+.+and+spaces%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27searchable_fts_docsize%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22searchable_fts_docsize%22%0D%0Awhere%0D%0A++%22docid%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22size%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27searchable_fts_segdir%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22searchable_fts_segdir%22%0D%0Awhere%0D%0A++%22level%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22idx%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22start_block%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22leaves_end_block%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22end_block%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22root%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27searchable_fts_segments%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22searchable_fts_segments%22%0D%0Awhere%0D%0A++%22blockid%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22block%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27searchable_fts_stat%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22searchable_fts_stat%22%0D%0Awhere%0D%0A++%22id%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22value%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27searchable_tags%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22searchable_tags%22%0D%0Awhere%0D%0A++%22searchable_id%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22tag%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27select%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22select%22%0D%0Awhere%0D%0A++%22group%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22having%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22and%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22json%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27simple_primary_key%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22simple_primary_key%22%0D%0Awhere%0D%0A++%22id%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27sortable%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22sortable%22%0D%0Awhere%0D%0A++%22pk1%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22pk2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22sortable%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22sortable_with_nulls%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22sortable_with_nulls_2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22text%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27table%2Fwith%2Fslashes.csv%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22table%2Fwith%2Fslashes.csv%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27tags%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22tags%22%0D%0Awhere%0D%0A++%22tag%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27units%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22units%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22distance%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22frequency%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27&search=museum&_hide_sql=1)", "html": "<p>I came up with this trick today, when I wanted to run a <code>LIKE</code> search against every column in a table.</p>\n<p>The trick is to generate a SQL query that does a <code>LIKE</code> search against every column of a table. We can generate that query using another query:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>select * from \"<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :table <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>\" where <span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> group_concat(\n    <span class=\"pl-s\"><span class=\"pl-pds\">'</span>\"<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> name <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>\" like <span class=\"pl-pds\">'</span><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span><span class=\"pl-pds\">'</span> || :search || <span class=\"pl-pds\">'</span><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span><span class=\"pl-pds\">'</span><span class=\"pl-pds\">'</span></span>,\n    <span class=\"pl-s\"><span class=\"pl-pds\">'</span> or <span class=\"pl-pds\">'</span></span>\n  )\n<span class=\"pl-k\">from</span>\n  pragma_table_info(:table)</pre></div>\n<p>Here's what you get when you <a href=\"https://fivethirtyeight.datasettes.com/fivethirtyeight?sql=select%0D%0A++%27select+*+from+%22%27+%7C%7C+%3Atable+%7C%7C+%27%22+where+%27+%7C%7C+group_concat%28%0D%0A++++%27%22%27+%7C%7C+name+%7C%7C+%27%22+like+%27%27%25%27%27+%7C%7C+%3Asearch+%7C%7C+%27%27%25%27%27%27%2C%0D%0A++++%27+or+%27%0D%0A++%29%0D%0Afrom%0D%0A++pragma_table_info%28%3Atable%29&amp;table=avengers%2Favengers\" rel=\"nofollow\">run that query</a> against the <a href=\"https://fivethirtyeight.datasettes.com/fivethirtyeight/avengers%2Favengers\" rel=\"nofollow\">avengers example table</a> from FiveThirtyEight (pretty-printed):</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span>\n  <span class=\"pl-k\">*</span>\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>avengers/avengers<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>URL<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Name/Alias<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Appearances<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Current?<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Gender<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Probationary Introl<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Full/Reserve Avengers Intro<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Year<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Years since joining<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Honorary<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Death1<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Return1<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Death2<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Return2<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Death3<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Return3<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Death4<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Return4<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Death5<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Return5<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Notes<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span></pre></div>\n<p>Here's <a href=\"https://fivethirtyeight.datasettes.com/fivethirtyeight?sql=select%0D%0A++*%0D%0Afrom%0D%0A++%22avengers%2Favengers%22%0D%0Awhere%0D%0A++%22URL%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Name%2FAlias%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Appearances%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Current%3F%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Gender%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Probationary+Introl%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Full%2FReserve+Avengers+Intro%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Year%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Years+since+joining%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Honorary%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Death1%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Return1%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Death2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Return2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Death3%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Return3%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Death4%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Return4%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Death5%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Return5%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22Notes%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27&amp;search=Grim+Reaper\" rel=\"nofollow\">an example search</a> using that generated query.</p>\n<h2>\n<a id=\"user-content-same-trick-for-the-entire-database\" class=\"anchor\" href=\"#same-trick-for-the-entire-database\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Same trick for the entire database</h2>\n<p>Here's a query that generates a query that searches every column in every table in the database!</p>\n<div class=\"highlight highlight-source-sql\"><pre>with tables <span class=\"pl-k\">as</span> (\n  <span class=\"pl-k\">select</span>\n    name <span class=\"pl-k\">as</span> table_name\n  <span class=\"pl-k\">from</span>\n    sqlite_master\n  <span class=\"pl-k\">where</span>\n    type <span class=\"pl-k\">=</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>table<span class=\"pl-pds\">'</span></span>\n),\nqueries <span class=\"pl-k\">as</span> (\n  <span class=\"pl-k\">select</span>\n    <span class=\"pl-s\"><span class=\"pl-pds\">'</span>select <span class=\"pl-pds\">'</span><span class=\"pl-pds\">'</span><span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> <span class=\"pl-c1\">tables</span>.<span class=\"pl-c1\">table_name</span> <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span><span class=\"pl-pds\">'</span><span class=\"pl-pds\">'</span> as _table, rowid from \"<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> <span class=\"pl-c1\">tables</span>.<span class=\"pl-c1\">table_name</span> <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>\" where <span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> group_concat(\n      <span class=\"pl-s\"><span class=\"pl-pds\">'</span>\"<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> name <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>\" like <span class=\"pl-pds\">'</span><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span><span class=\"pl-pds\">'</span> || :search || <span class=\"pl-pds\">'</span><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span><span class=\"pl-pds\">'</span><span class=\"pl-pds\">'</span></span>,\n      <span class=\"pl-s\"><span class=\"pl-pds\">'</span> or <span class=\"pl-pds\">'</span></span>\n    ) <span class=\"pl-k\">as</span> query\n  <span class=\"pl-k\">from</span>\n    pragma_table_info(<span class=\"pl-c1\">tables</span>.<span class=\"pl-c1\">table_name</span>),\n    tables\n  <span class=\"pl-k\">group by</span>\n    <span class=\"pl-c1\">tables</span>.<span class=\"pl-c1\">table_name</span>\n)\n<span class=\"pl-k\">select</span>\n  group_concat(query, <span class=\"pl-s\"><span class=\"pl-pds\">'</span> union all <span class=\"pl-pds\">'</span></span>)\n<span class=\"pl-k\">from</span>\n  queries</pre></div>\n<p>I tried this against the FiveThirtyEight database and the query it produced was way beyond the URL length limit for Cloud Run.</p>\n<p>Here's the result if <a href=\"https://latest.datasette.io/fixtures?sql=with+tables+as+%28%0D%0A++select%0D%0A++++name+as+table_name%0D%0A++from%0D%0A++++sqlite_master%0D%0A++where%0D%0A++++type+%3D+%27table%27%0D%0A%29%2C%0D%0Aqueries+as+%28%0D%0A++select%0D%0A++++%27select+%27%27%27+%7C%7C+tables.table_name+%7C%7C+%27%27%27+as+_table%2C+rowid+from+%22%27+%7C%7C+tables.table_name+%7C%7C+%27%22+where+%27+%7C%7C+group_concat%28%0D%0A++++++%27%22%27+%7C%7C+name+%7C%7C+%27%22+like+%27%27%25%27%27+%7C%7C+%3Asearch+%7C%7C+%27%27%25%27%27%27%2C%0D%0A++++++%27+or+%27%0D%0A++++%29+as+query%0D%0A++from%0D%0A++++pragma_table_info%28tables.table_name%29%2C%0D%0A++++tables%0D%0A++group+by%0D%0A++++tables.table_name%0D%0A%29%0D%0Aselect%0D%0A++group_concat%28query%2C+%27+union+all+%27%29%0D%0Afrom%0D%0A++queries\" rel=\"nofollow\">run against latest.datasette.io/fixtures</a>:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>123_starts_with_digits<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>123_starts_with_digits<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>content<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>Table With Space In Name<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Table With Space In Name<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>content<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>attraction_characteristic<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>attraction_characteristic<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>name<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>binary_data<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>binary_data<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>data<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>complex_foreign_keys<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>complex_foreign_keys<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>f1<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>f2<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>f3<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>compound_primary_key<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>compound_primary_key<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk1<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk2<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>content<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>compound_three_primary_keys<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>compound_three_primary_keys<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk1<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk2<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk3<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>content<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>custom_foreign_key_label<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>custom_foreign_key_label<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>foreign_key_with_custom_label<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>facet_cities<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>facet_cities<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>id<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>name<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>facetable<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>facetable<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>created<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>planet_int<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>on_earth<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>state<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>city_id<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>neighborhood<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>tags<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>complex_array<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>distinct_some_null<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>foreign_key_references<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>foreign_key_references<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>foreign_key_with_label<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>foreign_key_with_blank_label<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>foreign_key_with_no_label<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>foreign_key_compound_pk1<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>foreign_key_compound_pk2<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>infinity<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>infinity<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>value<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>no_primary_key<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>no_primary_key<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>content<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>a<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>b<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>c<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>primary_key_multiple_columns<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>primary_key_multiple_columns<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>id<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>content<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>content2<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>primary_key_multiple_columns_explicit_label<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>primary_key_multiple_columns_explicit_label<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>id<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>content<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>content2<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>roadside_attraction_characteristics<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>roadside_attraction_characteristics<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>attraction_id<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>characteristic_id<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>roadside_attractions<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>roadside_attractions<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>name<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>address<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>latitude<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>longitude<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>searchable<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>searchable<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>text1<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>text2<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>name with . and spaces<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>searchable_fts<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>searchable_fts<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>text1<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>text2<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>name with . and spaces<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>searchable_fts_docsize<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>searchable_fts_docsize<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>docid<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>size<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>searchable_fts_segdir<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>searchable_fts_segdir<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>level<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>idx<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>start_block<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>leaves_end_block<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>end_block<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>root<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>searchable_fts_segments<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>searchable_fts_segments<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>blockid<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>block<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>searchable_fts_stat<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>searchable_fts_stat<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>id<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>value<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>searchable_tags<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>searchable_tags<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>searchable_id<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>tag<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>select<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>select<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>group<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>having<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>and<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>json<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>simple_primary_key<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>simple_primary_key<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>id<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>content<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>sortable<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>sortable<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk1<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk2<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>content<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>sortable<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>sortable_with_nulls<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>sortable_with_nulls_2<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>text<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>table/with/slashes.csv<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>table/with/slashes.csv<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>content<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>tags<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>tags<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>tag<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n<span class=\"pl-k\">union all</span>\n<span class=\"pl-k\">select</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>units<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">as</span> _table,\n  rowid\n<span class=\"pl-k\">from</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>units<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-k\">where</span>\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>pk<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>distance<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span>\n  <span class=\"pl-k\">or</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>frequency<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">like</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">||</span> :search <span class=\"pl-k\">||</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>%<span class=\"pl-pds\">'</span></span></pre></div>\n<p><a href=\"https://latest.datasette.io/fixtures?sql=select%0D%0A++%27123_starts_with_digits%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22123_starts_with_digits%22%0D%0Awhere%0D%0A++%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27Table+With+Space+In+Name%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22Table+With+Space+In+Name%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27attraction_characteristic%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22attraction_characteristic%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22name%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27binary_data%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22binary_data%22%0D%0Awhere%0D%0A++%22data%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27complex_foreign_keys%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22complex_foreign_keys%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22f1%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22f2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22f3%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27compound_primary_key%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22compound_primary_key%22%0D%0Awhere%0D%0A++%22pk1%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22pk2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27compound_three_primary_keys%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22compound_three_primary_keys%22%0D%0Awhere%0D%0A++%22pk1%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22pk2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22pk3%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27custom_foreign_key_label%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22custom_foreign_key_label%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22foreign_key_with_custom_label%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27facet_cities%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22facet_cities%22%0D%0Awhere%0D%0A++%22id%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22name%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27facetable%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22facetable%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22created%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22planet_int%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22on_earth%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22state%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22city_id%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22neighborhood%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22tags%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22complex_array%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22distinct_some_null%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27foreign_key_references%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22foreign_key_references%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22foreign_key_with_label%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22foreign_key_with_blank_label%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22foreign_key_with_no_label%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22foreign_key_compound_pk1%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22foreign_key_compound_pk2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27infinity%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22infinity%22%0D%0Awhere%0D%0A++%22value%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27no_primary_key%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22no_primary_key%22%0D%0Awhere%0D%0A++%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22a%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22b%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22c%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27primary_key_multiple_columns%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A+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27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22sortable_with_nulls%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22sortable_with_nulls_2%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22text%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27table%2Fwith%2Fslashes.csv%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22table%2Fwith%2Fslashes.csv%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22content%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27tags%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22tags%22%0D%0Awhere%0D%0A++%22tag%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0Aunion+all%0D%0Aselect%0D%0A++%27units%27+as+_table%2C%0D%0A++rowid%0D%0Afrom%0D%0A++%22units%22%0D%0Awhere%0D%0A++%22pk%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22distance%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27%0D%0A++or+%22frequency%22+like+%27%25%27+%7C%7C+%3Asearch+%7C%7C+%27%25%27&amp;search=museum&amp;_hide_sql=1\" rel=\"nofollow\">It works!</a></p>\n", "shot": {"$base64": true, "encoded": 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xxhhjTGs4AGGMMcYYY4xpDQcgjDHGGGOMMa3hAIQxxhhjjDGmNRyAMMYYY4wxxrSGAxDGGGOMMcaY1nAAwhhjjDHGGNMaDkAYY4wxxhhjWsMBCGOMMcYYY0xrOABhjDHGGGOMaQ0HIIwxxhhjjDGt4QCEMcYYY4wxpjUcgDDGGGOMMca0hgMQxhhjjDHGmNZwAMIYY4wxxhjTGg5AGGOMMcYYY1rDAQhjjDHGGGNMazgAYYwxxhhjjGkNByBaMHPmTBgZGUEikUAikaBZs2YaL/v555/DwsICgYGByMvLe4G5fDFu3rwJW1tbYdslEgn27t0LANiwYQNMTExE0549e1bv8smq7+jRo+jZsyecnJygo6MDMzMzXLx48WVnq1omTZokOm5btWqldhlt7Ec7d+6Evb09PDw8EBcXV6dpM8YYY9pQbwIQuVyODRs2oE+fPnB0dISBgQEkEgkMDQ3RpEkT9OvXD/Hx8S87mzXyzTffYMKECdVe7vHjx/jmm2+Qm5uLo0ePYsuWLS8gdy+Wh4dHpfU2fPhwrFu3Tss5Uq2qfLLqWbVqFQIDA3Ho0CG4urpi7969sLGxQUFBwcvOWrUsXLgQH3zwQbWW0cZ+NGvWLDx8+BAJCQlYsGBBnaf/9OnTCkGU8j9dXV1YWlrC09MToaGh2LBhA54/f17n+WCMMfbfVS8CELlcjgEDBmDEiBFIT0/HokWLcP78ecTGxmLJkiUwMjLC3r17ce/evZedVa2ysLCAs7MzAEAikcDb2/sl54ixqsnlcsyaNUsY/vjjjxEUFIQffvgBrq6uWsvH5s2b8cUXXyAtLU1r69QW5XbAx8enztO3tLREZmZmhfa2V69eOHLkCLZs2YIPP/wQeXl52LJlC0aMGAEPDw8cPny4zvJQ3+tPXf7qe/4ZY+xl03vZGQDKGuu9e/dCIpEgKioKtra2wjRfX1907doV7u7uLzGHL4eenh5Onz6NrVu3ws/PD+3bt3/ZWWKsSmlpacjKyhKGHRwcAAADBgzQWh6Sk5MxcuRIFBUVoXfv3kIQX1sSiaRO0qmt1atXo2vXrrC0tERoaOgLW4+ZmZlo2N7eHt27dwcAhISEYObMmXjzzTdx6NAhpKWlITg4GFFRUejcuXOt1vui6q+uqMtffc8/Y4zVB/XiDsipU6cAAAYGBjA3N68wvXnz5vDy8oK+vr62s/ZCVOdExsXFBZ9++ik6der0AnNU5vr16xgxYgR++eWXF74u9t+Un58vGtbT0/41jhkzZqCoqKjO0zUwMKjzNGvC2NgYYWFhGDx48EsNikxMTBARESEEKkVFRRg3bhxkMlmt0n1R9VdX1OWvvuefMcbqg3oRgOjq6gIo+wELCQnB/fv3K8xz/fp1BAYGisYVFRVh7ty58PX1hYmJCczNzeHj44NvvvkGpaWlonmHDRsGd3d34aFnfX19ODk5YeDAgbhw4YIw365du4TnTxT/du/eDQDYv38//Pz8oKenh6SkJGGZEydOICQkBPb29tDX10eDBg3g7u6O/v37q+z3bmhoiAcPHmDOnDnw8fGBsbEx3NzcsHz5cmGelJQUWFtbi/KxceNGAMDevXthaGgojNfX18f+/fvRr18/WFhYQCKRwN7eHuHh4SgsLBSt+/79+5g4cSJeffVVWFtbQyqVolGjRvDz84OPjw8uXLiAd955R22dLVq0CK1atYKlpSV0dHSgo6MDGxsbdOnSBZs3b1a7fG3dvn0b48aNg5ubG6RSKczNzdG4cWP06NEDly5dEuaTy+VYuXIlOnToAAsLCxgYGMDFxQUjRoxAQkKCRuuaPHkydHV1Vb5E4O233xbV0ahRowAAmZmZaNCggWjaypUrMXbsWDg4OEAikcDIyAhdunRBXFwcLl26hE8//RQtW7aEsbExnJ2d8fnnn4OINE7P0tIS/fr1Q3Jysij/p0+fRnBwMBwcHCCVSmFnZ4c2bdpgx44dGm3/06dPMWPGDHh5ecHY2BjGxsbw9PTE1KlTkZ2dLcwXHh6O1157TbRsp06dIJFIMH/+fLXr0fQYrcyvv/4KNzc3RERECOM6dOgAiUSCadOm1Xo9RIQZM2bA09NT2Oc6depU7WezHjx4gPHjx6Np06aQSqWwtbVFQEAAtm7dqnbZtm3bivaBMWPGAKjd/lEbDRs2xMCBA4Xh+Ph4nDlzRjSPpuX9IuovPz8fX3/9tbDvmpubw83NDf369RPNp8lvibr8aZr/2tQ/Y4z9Z1A9sHXrVgIg/NPV1aWgoCD67bff6MmTJyqXKS0tpW7duhEAMjExoX379tGCBQuEND766CPR/HZ2djRgwACKjo6mrKwsWrhwoTCvubk53bp1S5i3sLCQrKyshOnr1q2jjz76SJTHxMREIiKaN28eSSQSAkC+vr60b98+On36NI0ePZoAUHZ2NhERTZ06VVjWwMCAOnXqRO+99x55eHiI0j169KiQj/z8fNG0DRs2CNP2798vmvbuu+/S2rVrafbs2aSnpyeMnz17trBMYmIiWVtbEwCysLCgnTt30pEjR6hJkybC/EuXLtWozkJDQ8nHx4d27NhBGRkZdPjwYTI0NBTS+eOPP4R5s7KyRHnds2dPpXWfl5endt2HDx8mExMTAkBWVla0evVqiomJocWLF5NEIqEdO3YI8w4ZMkRIe9myZXT69Gny9vYmAGRmZkYxMTEa5XPKlCnCeDc3N1F+XnvtNWHayJEjhfHl68/f358WL15My5YtowYNGgjjjY2NafTo0bR69WqaOHGiaJm1a9dWml6XLl1o5cqVtHz5crK1tRXGd+7cWVgmOjqaDAwMyMvLiy5dukQpKSm0bt06cnBwoAULFqgt66dPnwr7qKWlJUVGRtKuXbuE8vfw8KCcnBwiIrp58ybt2LFDlMc1a9bQ5cuX6eHDh2rXVZ1jVJV79+7Rtm3bROtfv349Xb58mR48eFCj9UyYMEGYZm1tTatWraJDhw7R999/T8bGxiqPm6r2o7S0NHJwcCAA5OPjQ6dPn6bBgwcL827fvl1tOfn7+wvzjx49Whhfk/2jKtnZ2aL0lPdtZT///LNovq+++ko0XdPyfhH1FxQURADo22+/pdTUVDp//jyNGDGCTExMhHk0/S1Rlz9N8l8X9c8YY/8F9SIAISLq16+fqOFW/DM0NKQRI0bQ/fv3RfP/9ttvwjyhoaFERFRcXEy6uroEgPT19YUTIyIiBwcHSk9PF4blcjlZWloKacydO1eUfsOGDYVpjo6OZGNjQ+PHj6cff/yRdHR0KDExkc6cOSMKKlJSUoTlnzx5Qjo6OioDEOUT2JycHLKwsBCmTZ06VZhWUFBQaQBy4MAB0bTU1FRh2qBBg4Tx7dq1E8aPGDFCFLAofP/998L4Vq1aaVRfoaGhtHnzZtG4/v37C+n07NlTGF+XAUhubi7Z2NgI80dERIimt2rVSghA9u3bJ8zn5eUlzLNhwwZhfPv27TXKZ2X1R0QUEBCg8iStqvr75ptvhPESiYSKi4uFaa1btxamDR8+XKP0li9fLkrv+fPnRET05ptvEgAaM2aMKM/ffPONRgHI5MmThXQ//PBDYbwiwAZA06ZNE8bfuHFDlMfo6Gi161Co7jGqytWrV0XrP3PmTK3WoxyA+Pr6itKZO3euMM3KyoqKioqIqOr9aPjw4cL4FStWEBHR0aNHVR6vlWnXrp3KAKQm+0dVNA1AlI8zADRu3DjR9OqUd13W35UrV4RxaWlpwvyFhYVkb28vDFfnt0Rd/tRNr4v6Z4yx/4J60QULALZs2YKpU6dCKpWKxhcWFmL9+vXw9PRETEyMMP7PP/8U/la8XUdfX1/oj1xSUoLr168L8+zevRv29vbCsEQiET3snpOTU2neunbtitTUVCxbtgwff/wxQkNDoaenhxUrVgjzBAYGit7yY2VlhUWLFsHQ0LDK7TY3N4eXl5cwrKr7WXUpP7CvnN61a9eEvxUPBwOAk5OT8PfNmzc1Wsfs2bMRHBwsGqdcvlWVZ21s27ZNeMjZ3Nxc1P0DAL744gth+7dt2yaMVy7jFi1aCH+fPXsWqampLySvVVHuxkVEoj7jytPS09M1Sk+5zolIWE7x7Zj169fj66+/FvaHadOm4ZNPPlGbriZlWFevh67NMfoy1tOzZ0/h7+zsbFy+fLnK+eVyOXbu3CkMK9qLBg0aCOPUpVFTle0fdcHU1FQ0XP57RXVdr5qmp5yPgQMH4tChQygtLYVUKkVKSoowrbq/JTX1MuufMcbqm3oTgBgaGmL+/Pl48OABli5dii5dugjPhgBAbm4uBg0ahJKSEgDAjRs3hGkLFiwQ+j0/ffpUtIxC27ZtK6xT0wc4fXx8RIHR77//jsaNG4v6GyufkClMnDhRbQACiB9upb/7/NeGjs4/1aqcnrW1tfD3kydPhL8fPXok/O3o6KjROhR9qpVp44FY5TJ3d3ev8JDzgAED4OnpCQCiZzwsLCyEv5V/8AG8lO9/KNdRVdM03R/Kp6dYrkuXLgCA4uJizJo1C87OzggICMCOHTtEx5cqxcXFuHv3rjBcWRneuXOnwrNGNVGbY/RlrKf8243UvSb8/v37opPivn37VvjAYXFx8Qt5gLmy/aMulM9v+ReJ1HW9appey5YtYWlpCaDsQkPPnj1hZ2eHjz76SPQ7Ud3fkpp6mfXPGGP1Tb14Da+yBg0aIDw8HOHh4UhLS8PChQuxZMkSEBHu3r2L8+fPIyAgQPThq7Fjx2LcuHEV0nJzcwMAFBQU4JdffkFkZCSSk5ORk5OD0tJS0Yl3TSg/gGtiYlKrtLRhyJAhiIqKAlD2sP3UqVNhamqK3377TZhn8uTJGqW1bds27Ny5E1evXkVOTg4KCwvr5EdaneqUufI+ohyolH+b2r/xC/OamjJlCqKjo4V6B8oeSj99+jSmT5+OuXPnVrpsVW+0Kl+Gz5490yjYrsyLOkZf5HrKn9QrLo5UpvzH+n7++Wf4+flVmK++vG1LU+XLrkmTJsLfdV2v1UnPzMwMGzZswJAhQ/Ds2TMAZRdeli1bhi1btuDixYtwdnau1m9JbfxX658xxmqiXgQg06dPR6dOnRAUFCQa7+zsjMWLF8PW1hYzZ84E8M+Ve1NTUzx8+BBA2RU35atI5QUHB+Po0aMAyq4Ib9y4EQ4ODujUqZPobVbVZW5ujoyMDAAQXS2rr0aNGoWUlBTMmzcP6enpohMFHx8fTJkyBcOGDVObzldffYXZs2cDKOu+tWbNGnh7e2P69OlYv379C8s/IL66qq7MlbuGKJ8clj9RLP+9g/8SAwMDREZGYs+ePVi7di0OHDggvJlt/vz5mDx5MqysrFQuq3jLkOJq+Ysswxd1jL7I9ZTf/5S7BalSvquSo6Njle3Wv0ViYqJouGPHjsLfdV2v1U0vODgYCQkJ+OWXXxARESHcFc3MzMSiRYvwww8/VOu3pDb+q/XPGGM1US+6YF2+fBl79uypdLry134Vzyt4eHgI45RvoZeXlJQk/GABZSfPrVu3hr29vdouKOr4+voKf1+5cqVWaWlL165dIZFIcO3aNSQlJeH27dvIy8tDXFycRsEHAKxatUr4+4MPPsDrr78OR0dHGBkZvahsC5TLPCkpqcJVemXK+4hyl7PMzEzRfJp8YV65i4dcLtcor/XBtm3bkJ+fj379+mH79u148OABRo8eDaCsG86tW7cqXVZfXx9NmzYVhisrQ8WrkGvqRR6jL3I9ys9XSaVSlV2DlDk5OYkCtararX+TvXv3Cn+3aNFC+GBqXZd3ddNLS0vD0aNH4ejoiDlz5uDmzZs4duyY0BVV8bybpr8ltfVfrX/GGKuJehGAAMDhw4eF2+TlKX7g3NzchCtGgwYNEqYfO3as0v7X5a/Ulr8KVRvvvfee8Pfx48dx+vTpOkv7RYiNjUX//v1RWFiIa9euoXHjxmjatGm1y0S5TOuyPDUxaNAgoevVs2fPsGTJkkrnVX5AXfkBfOVgsV0EhwMJAAAgAElEQVS7dhp9qVj56nZ6enqF7hT11bJly3Do0CFh2NLSEtOnTxeGXVxcqlxekzIs/yKA6qrLY7T8ssp3Keq6LVC+aDJixAiVH1FVJpFIRGUVERGhtttWfbdx40bhuSx9fX3RxYmalHdd1l9SUhI+++wz0biuXbuid+/eAP7Z9zX9LVGXP3XT/4v1zxhjNVUvumABZT8W3t7eGDduHAICAmBlZYXMzExs2bIFP//8MywsLLBhwwah3/WwYcOwefNm7N+/H/n5+Wjfvj2GDx8Oe3t7ZGdnIz4+Hr///juaNWuGJk2aCA/Trl69GjNmzBD6D9dG79698dlnn2HRokUgIrz++usYM2YMmjRpgsLCQty7dw/Dhw9Hhw4dapR++QdFlYerM01h+fLlwnMagwcPFk0zMzODq6srhgwZgs8++6zK/vw9e/YUPoq4detWhISEIC8vr067ylTG2toa69atw9ChQ1FUVITp06cjNjYW/v7+kMlkyMzMhIeHB0aPHo3evXtjyJAhiIiIQFJSEpYvXw4/Pz98//33AMq6Wyh//LEq3bp1g66uLmQyGQoLCzF06FCEhoYiOTlZ9LB7Teuosml1kd7EiRPx7NkzdO3aFYWFhfjyyy8BlB1D6l46MH36dOzcuRMJCQnYunUrQkNDUVRUJHzE0MvLCzNmzBDmL393SJOvYtflMdqoUSO88sorQreg6dOnIz4+HiUlJfj0009rtZ7s7GxERkbCwsICFy5cwLJlywAArVu3xoIFCzTK37x583Ds2DEkJyfj0qVL8Pf3x1tvvQUTExNkZGRALpdj4cKFVaZR1/tHZR4/fiwaTktLw8GDB0FEePLkCSIjI7Fp0yYAZR8k3LRpk+hDlDWp17quv9jYWIwdOxZhYWFwcnLCxYsXsW/fPhgZGeGjjz4CoPlviYGBQZX5mzp1qtrpdVH/jDH2n/CCX/OrkXPnztGUKVOoe/fu5OrqSkZGRqSrq0sWFhbUpk0bmj59eoXvgBARlZSU0JIlS6h9+/ZkYWFBenp65ODgQEFBQbR27VqSy+VERHTt2jXq06cPmZqakoGBATVt2pTCwsLojTfeEN6/bmpqSv/73//o4MGDZGdnJ3qXu66uLrm5udGVK1dU5j8yMpLeeustcnZ2JqlUSlKplDw9PWnSpEn05MmTCh8HBEAdO3YkIqKRI0eKxkskEnr33Xfp6tWroo/V4e/30c+fP5/27dtHRkZGomkNGjSgBw8e0MqVKyusq1GjRkREdPnyZeEDclX9U/72hCqPHz+msWPHkrW1Nenp6ZG9vT2FhITQpEmThDT09PSob9++dObMGeHjh4p/JiYm9NNPP9GSJUtEH3MDQLa2tnThwgW1+0x8fDyNHTuWmjdvTsbGxqSnp0cuLi40bNgwio+PF+aTyWS0bNky8vPzI1NTU9LX1ydXV1caNWqU8DFJIqoynwqbNm0iDw8P0tPTI11dXWrRogV9//33om/YSCQSGjt2LGVmZlZIz9DQkHbt2kXHjh2rUH8NGzak5ORk+uyzz4QPWyr+9erVq8r0YmNjydTUVDTNwsKCYmNjadWqVRQYGEgODg6kp6dHxsbG1KpVK1q4cKHo2yNVefLkCU2ZMoWaN29OUqmUjIyMyMvLi2bOnElPnz4V5tu7d2+F+tTR0SE3NzcqLS2tch3VOUbVSUhIoL59+5KJiQlJpVLy9vamWbNm1Wg9N2/epKVLl9Lo0aOpXbt2ZGdnR/r6+mRsbEwtW7akr7/+WvRNDU32o6ysLJoyZQp5eXmRsbExSaVScnNzo2HDhtGJEyeq3LbmzZtXaC/69etX4/1DlezsbNGHWFX9MzIyIicnJ+rTpw/98MMPlJubW2f1Wlf1d+/ePRo5ciS1aNGCTE1NSVdXl+zt7WnQoEEVtl3T3xJ1+dNkem3qnzHG/iskRHX4PkZW782bNw8zZsxAYGCg6C5HVlYWzp8/DwAwMjKq8tkKxhhjjDHGaqredMFiL96ECROwZMkSTJs2DfPmzaswfejQofj999/r9MFfxhhjjDHGlNWbh9DZi5WTkyM8sK34OJ2y0tJSod/ygAEDtJo3xhhjjDH2/wd3wfp/pHPnzoiOjkbTpk0xadIkeHp6QiaTISEhAWvWrEFMTAx8fX0RFRUFW1vbl51dxhhjjDH2H8QByP8jBQUFWLFiBXbu3IkbN27g6dOn0NXVRcOGDeHr64uBAwdi+PDhFb5yzRhjjDHGWF3hAIQxxhhjjDGmNfwMCGOMMcYYY0xrOABhjDHGGGOMaQ0HIIwxxhhjjDGt4QCEMcYYY4wxpjUcgDDGGGOMMca0hgMQxhhjjDHGmNZwAMIYY4wxxhjTGg5AGGOMMcYYY1rDAQhjjDHGGGNMazgAYYwxxhhjjGkNByCMMcYYY4wxreEAhDHGGGOMMaY1HIAwxhhjjDHGtIYDEMYYY4wxxpjWcADCGGOMMcYY0xoOQBhjjDHGGGNawwEIY4wxxhhjTGs4AGGMMcYYY4xpDQcgjDHGGGOMMa3hAIQxxhhjjDGmNRyAMMYYY4wxxrSGAxDGGGOMMcaY1nAAwhhjjDHGGNMaDkAYY4wxxhhjWsMBCGOMMcYYY0xrOABhjDHGGGOMaQ0HIIwxxhhjjDGtqRcByOeffw5DQ8OXnY3/nIEDB6JHjx6VTh82bBg6duxY6/U4Ozvj888/r3Iea2trfP3117VeV1WuXbsGiUSCU6dOaTS/uvJ5kcLDw9GiRYuXsm5NaFKnL8rhw4chkUhw9uzZl7J+bWjRogXCw8NfdjbYv0hSUhIkEgkOHz78srOiUnXbX1Yzy5Ytg56e3svOhkr/tn1Ak3OAl3me8F9XLwIQ9mJ88MEHmDhxojD89ttvY+3atbVO19bWFsnJydVaZtGiRQgKCqrxOn/66SeMGjWqynmcnJywYsUKNGvWrMbrUaeuypD9O9Vk36+J69evo3Hjxi98PYzVlRfR/vJx8O+ijd/gymhyjsDql/oZRrM68frrr4uGL168iL59+9YqzXv37iErK6vay40cObJW67148aLaeaysrBAWFlar9WiSj9qWIft3qum+XxOa7O+M1Scvov3l4+DfRRu/wZXhfeXf519zB6S4uBgzZsyAs7MzTE1N0bFjR5w+fVqYnpmZiREjRsDJyQlGRkZo3rw5lixZIky/ceMGJBIJoqKiEBgYCAsLC7i6uuL333/H+fPn4e/vD3Nzc7Rq1QoXLlwQlistLcUXX3wBDw8PId0VK1ZUmdeFCxfC1NRUNC4tLQ0SiQR79+4FAAwYMAAhISFYuHAhXF1dYWRkhLZt2yImJkZlmgkJCZBIJIiOjhbG/fHHH5BIJKL83Lx5ExKJBBcuXBDdOpRIJLh79y7effddWFpaCvPr6elhx44dcHd3h1QqhY+PT6V5OH78OBo1agQAaNKkCd544w1hmq6uLv73v//B3t4ehoaGCAoKQmZmpjBduQtWSUkJJk2aBFdXVxgaGsLFxQWffvopiouLVa63a9euWLNmDdatWweJRILY2Fj89NNPsLOzw+7du2FnZ4fJkyervP27bt06eHt7w8jICF5eXlizZo3KdQBARkYGGjVqhKFDh4KIKkyvrAx/++03eHl5QSqVomHDhhg6dCgePnwoTH/w4AGCgoJgZGQEe3t7fPHFFxXSrmr/zcvLg6mpKebOnStaRiaTwdbWFtOnT690mwBg1apVMDIyEpVvWFgYJBIJbty4IYxbuXIlLCwsUFpaCkB9nWpybNjZ2WHJkiWYNGkSnJ2dYWFhgX79+iEjI6PKPFdlyJAhCAwMFI3z8PCAnZ2daNzgwYOFYDEmJgavv/46rK2tYWpqCn9/f1FXlhUrVsDW1hbnzp1Du3btYGFhgaZNm2L16tUAKt/3NSmDv/76C61atYJUKoW7uzu2b99e5fZ98cUXGDlyJFJSUiCRSLB48WIAZW1IaGgoGjRoIByrGzdurDItGxsbLF68GEFBQTA0NEROTg6Cg4MRHBwsmm/jxo2QSCR49uwZACA0NBSDBg3CmjVr4O7uDjMzM7Rp00Ztt7iIiAi8+uqrMDMzg7W1Nfr374/bt2+r3d7evXtXOt3U1BR6enqQSCTQ1dWFnp4eTpw4AQCYP3++qHtEamoq7OzshLuUvXv3FpZR/nf//n2V69Kkbbp06RJ69eoFa2trmJub46233kJKSkq1yuHtt99GaGgoZs+eDVNTU+F3IT09HUOGDIGlpSUaNmyIQYMGIS0tTZT28+fPMXToUJiZmcHCwgKffPIJZDJZpeWn7rcRKGujgoODYWxsDEdHRyxYsACff/45vLy8hHnUHUPl219N9qHU1FQMGjQIdnZ2Qhv9888/A6j8OChP3TEYEBCgcv8KCgrCa6+9plEa169fh0QiwZ49e+Dt7Q1/f3/MmjULFhYWKCgoEKX7448/wsjICE+fPlWZX3V1XN3j3NTUFAsXLhSNGzNmDNq2bSsM29nZYfHixRg7diysra1hZWWFSZMmITMzEwMGDECDBg3g6uoqurtfkzagJvuAKtVtR1SdI8hkMsyePRvNmjWDkZERnJ2dMX78eDx//ly0rEQiwerVq9GkSRMYGhrCz88Ply5dqnRdWVlZGDFiBFxdXWFsbIz27dvj+PHjVW4PqwTVAzNnziSpVFrlPOHh4WRjY0ObN2+mmJgYGjlyJJmamtKdO3eIiKhv377k5uZGJ06coISEBPrtt99IV1eXduzYQUREiYmJBID8/f3pxo0bVFpaSu+88w6ZmZlRz5496f79+1RYWEjdu3endu3aCeudOHEiGRsb07p16ygxMZFWrFhBBgYG9Ouvv1aa1wULFpCJiYloXGpqKgGgPXv2EBFRSEgIWVpaUlhYGBUUFFB2djb16tWLXF1dSSaTqUzXxcWF5s2bJwyHhYWRi4sLDRkyRBi3atUqsrKyIplMRiEhIRQYGEhERGlpaQSAli5dSo8fPyYioqFDh1KTJk2oZ8+eFB0dTdHR0dSyZUvy9PRUuf7i4mLavHkzAaBLly5Rbm4uERE5OTmRu7s7hYeHU0xMDG3fvp0sLCwoLCxMWLZhw4b01VdfERHRV199Rba2thQZGUm3b9+mffv2kaOjI02fPl3lep8+fUpt2rShwYMHU1ZWFpWWltLPP/9MxsbGFBgYSPv376c7d+7Q1atXCQBFR0cTEdG2bdtIV1eXvvvuO4qJiaHvv/+eJBIJbd26VagDRfnk5+eTv78/devWjYqKilTmQ1UZrl+/niQSCc2dO5cSEhLo+PHj5OHhQW3atCG5XE5ERIGBgeTi4kJHjhyh+Ph4Gj9+PNnb25O3t7eQtrr9d9SoUeTh4SHKz+HDhwkA3bx5U2V+FZKSkggAnTlzRhjn4eFBLi4utGrVKmHckCFDaMCAARrXqSbHhpOTEzk5OdHq1auppKSEUlNTycHBgcaNG1dpfg8dOlQhv8p+/fVXMjExoZKSEiIiysjIICMjI7KxsaGEhARhPkdHR/rhhx+ooKCAGjZsSMHBwXT58mW6fv06ffzxx2RiYkJpaWlERPTLL7+QgYEB9e3bl1JTU0kul9OcOXNIX1+f0tLSKt331ZXB06dPqUGDBtS9e3e6cuUKXbhwgQIDA6lBgwY0fvx4ldv3/Plz+vjjj8nFxYWysrKooKCAioqKyMPDg3x9fenEiRN069YtmjNnDgGgXbt2VVqWjo6O5OnpSVOmTKHTp09TSUkJ9e3bl/r27Suab8OGDQSA8vLyiKisbXBwcKAPPviAnj17Rvn5+dSzZ89K2wYiovPnz5NEIqGZM2fSjRs36Pz589StWzfy9fWtdBkiojlz5lCvXr2qnIeISCqV0rFjx0Tj5s2bJzqGX331VZo6daowvVevXkK7owl1bdO9e/fI3Nyc+vTpQ3FxcXThwgXq3LkzNWvWjAoLCzUuh3feeYc8PDwoODiYTpw4QY8ePaKSkhJq1aoV+fn50ZEjR+jkyZPUtm1b8vHxIZlMJvyGtWrVipYuXUqxsbH03XffEQD6448/Kt0mdW0LEVFQUBA5OjpSVFQUXblyhYKDg6lZs2ZCG6XJMVS+/dVkHwoMDKSAgAA6f/48JSUl0fLly0lXV5ciIyNVHgeqqDsGlyxZQvr6+vT06VNhmadPn5KBgQEtWbJEozRu3bpFAOjVV1+l1atXU1xcHN29e5ckEkmFsu/YsSMNHjxYZV7V1bEmx/nSpUtJV1dXSNPExIQWLFggWs/o0aOpTZs2wrCTkxM5OzvTnj17SC6X08qVK4XtOX36NMnlcvr888/JyMiInjx5onH9lVeTfaC8mrQjqs4RFixYQAYGBvTHH3/QrVu3KCoqipycnGjChAnCciEhIeTk5ESBgYF08uRJOnHiBLVo0YKcnZ2F8wDl8wSZTEZt2rShZs2aCb/n4eHhZGhoSFevXq00f0y1f0UAkpubS4aGhrR06VJhXFFREYWEhFBUVBQRlQUYimBE4dVXXxVOdBSN96JFi4Tpu3btIgDCCSkR0U8//USGhoZERJSTk0MGBgY0Z84cUbpjxoyhZs2aVZpfTQMQU1NTUaP6119/EQA6cuSIynRHjRolOnHw8PCgr776ipydnYVxQ4cOpYEDBwrrUBw4BQUFBIDWrFkjmtfIyIgePXokjPv1118JAOXk5KjMw4EDBwgA3b17Vxjn5ORE/v7+ovmGDRtGrVu3FoaVA5BBgwYJ+VK4ceOG6OSxvHbt2tHIkSOF4V9++UVUnkQVG7/XXnuNQkJCROlMmTKFFi9eTET/lI9cLqeQkBBq0aKF6EeqPFVl2KpVK+GkXUFxAn3q1CkhaPnpp5+E6XK5nJo3by4KQNTtv6dOnSIAdOHCBWF6WFgYdejQodL8KmvcuLHwI5WRkUF6eno0e/ZsGjZsmDCPs7MzLVu2jIjU16mmx4aTkxP16NFDNM97771Hfn5+leZVXQCSnJwsKos//viDOnToQH369BFOGBTH+7Vr16i4uJji4uJE+3lubi4BoM2bNxPRP/vTqVOnhHnu3btHAGjfvn1EVHHf16QMNm3aRADo+vXrwvS0tDSSSCSVBiBERFOnTqVGjRoJwzt37iQAdPnyZdF8AQEBFcpXmZOTk+hEhIg0DkDMzc0pPz9fmGf9+vUEgJ4/f65yXTk5ORQTEyMEhkREu3fvJgD08OHDSvNYVwHI4MGDacCAAaILONUNQNS1TdOmTSMLCwvKzs4Wpt+7d490dHRo48aNRKRZOQwdOpT09fWFCxlERFFRUQRAdCJz+fJlGjhwIKWmpgr79JQpU0T5c3Z2pk8++aTSbVLXtmRkZJCOjo6ojcrNzSVLS0uhjdLkGFJ18qluH7K1ta1QP2fPnqWMjAwiqngclKfJMfjgwQPS0dGhTZs2CdPXrVtHurq6lJGRoVEairL/7LPPRPP06NFDdCylp6eTjo4ORUZGqsyvujrW5DivaQDSr18/UbkBELVB169fF7W7NWkDarIPlFfTdqT8OUJ6ejrFxcWJ5vn0009FwU9ISAgZGBgIQRcRUWRkJAEQzi2Vz6MOHjxIAETtkEwmI3d3dxozZkyleWOq/Su6YF27dg2FhYXw8/MTxhkYGGDbtm3Ccw6mpqb48ccf4evrC0dHR9jb2+Pq1at48uSJKC13d3fhb3NzcwBl3TeUxxUWFqKoqAixsbEoLi5Gz549RWl07doVSUlJQneFmvL09BS9/cvb2xtA2dtOVAkMDMTp06dBRMjMzERSUhLCwsLw6NEj4cHY6OjoCs9+VMXd3R0NGzYUhm1tbQGUdfupDsWtbOV0KkujX79+OHLkCAYPHoxt27YhOzsbHh4eaN68ebXWCQAdOnSodNrFixdF+wwAfPvtt5gwYYJo3LRp0/DXX3/hwIEDsLCw0HjdJSUliIuLQ/v27UXjFbe+Y2NjhS5O/v7+wnSJRCIaBtTvvwEBAfD09MSGDRsAAHK5HDt27ND4obvAwED89ddfAIATJ06gdevW6NGjh9Cl786dO0hLSxPtO1XVaXWOjZYtW4rmsbKyQnZ2tkb5VqVRo0Zwc3MTbU/Hjh3RoUMHYXtOnjwJBwcHeHt7Q19fH8XFxQgPD4enpyccHBzwyiuvAECF9kE5r1ZWVgBQaV41KYP4+HiYmJiIurI4OTnBycmpWtt88eJFGBkZwdfXVzS+bdu2iI2NrXLZqo6Rqii6LiioKw9zc3PcvXsXQUFBaNq0Kezt7YVnv8qXc12bP38+rly5gk2bNkFHp+Y/a+rapnPnzsHf31/UBdPFxQVNmzYV6kHTcnB3d0eDBg2E4ZiYGBgaGorejteqVSts3boVzs7OwrjqtLWA+rYlMTERcrkcAQEBwjJmZmairm3VOYaUqduH+vXrh3nz5uGzzz7DkSNHUFxcjHbt2lXoTlkZTY5BBwcHdO7cGTt27BCmb9++HYGBgbCzs6tWW1b+WBozZgwiIyOFrqnbt2+Ho6NjpW9NUlfHtTnO1dHk3AcAcnJyhHHVbQNUeVntiLW1NQ4cOID27dvDxcUF9vb2WLVqVYU0WrRoIeQJ+KeOb968WSHNc+fOQSqVokuXLsI4HR0ddOrUqdb18//RvyIAUeyoJiYmKqeXlJSgV69eOHToEBYtWoTz588jNjYWrVu3rjCvVCqtME7VK4CJCLm5uQCAbt26wdDQUPj37rvvAkCt+rEDqPCciGL7Kus72qNHD2RnZyM+Ph4nTpyAr68vrK2t4efnh+joaCQnJ+PevXvVCkDKl6lEIgEAlc9AVDedytIYNmwYdu3ahezsbAwfPhy2trYYOHCg6PkCTVUWMOTn56OoqKjSfUbh/PnzWLRoEXJzc5Gfn1+tdT9//hxyuVxouBXMzMwAlAVxihMD5QYYENe9pvvv6NGjERERgdLSUkRHRyM3NxehoaEa5bVHjx6iE/bOnTvDz88P6enpSE1NxcmTJ+Hq6ioKAquq0+ocG+W3Haj+/qVqexT9jBXbExAQIApAFMdBYmIiunfvjsLCQmzcuBGXLl2q9IHF6uRVkzLIy8tTmWb5Y1+d3NxcmJqaCsengpmZmdqLBdUJqpWpyjdQeXls3rwZb7/9Ntq1a4cDBw4gNjYWq1atqtG6qyMuLg7z589HWlqa6NkrhS+//FJUP1W9jU9d25Sbm4sjR46I0jM0NMTt27eRnp4OQPNyKF8v2dnZatsroHptrSZty+PHjwH8024pKF+Yqs4xpEzdPrRixQrMnTtXOF5tbGwwbdo04Tk0dTRth0JDQ3HgwAEUFhYiLy8PUVFReOedd6qVBlCxzt58801YWloiIiICALBt2zaMGDGi0iBYXR3X5jhXpzrnPgrVbQNUeVntyEcffYSvvvoK4eHhOHnyJGJjY/H+++9XmK98nSrqp/yzIkBZ/RQVFcHIyEi0r6xZs0Y4/pnm/hVvwbKxsQHwT0NR3rlz5xAXF4eTJ0+iU6dOwvisrCw0adKkxutV7JgbN26Ej49PhekuLi4qlyvfeACo8KAaUPEug2L7lKNxZfb29vDy8sJff/2FK1euCNvasWNHnDp1CkQENze3Wm2ztvTv3x/9+/fH8+fPsW/fPkycOBFjxozB7t276yR9Y2NjGBsbV7rPKBgaGuLYsWMICwvD0KFDcfr0aejr62u0DhMTE+jq6lZYh2LYwsJCaMyUryoB4iBT0/135MiRmDFjBo4dO4bdu3fjzTff1Pjksnv37nj06BFu3bqF48ePY+7cuTA0NESbNm1w6tQp0Qm7Jmp6bNSVwMBATJgwAVlZWbh58yYCAgIglUqRmpqKBw8e4OTJk/jf//4HoOwHrbS0FBEREcIP7r1792qdB03KwMTEROU+WNlFhqrWlZeXByIStS+5ubnVDjBUnbCqap+q65dffkH37t3x1Vdf1Wm66shkMpw5cwaff/45hg0bhujoaOjq6grT58yZU61v2lTVNllYWKBjx44qT4gUJ/A1LQcbGxuVdVwbmrQtimOi/AUY5SvFL+oY0tfXx4QJEzBhwgQ8fPgQ69evx8yZM2Fra4tPP/1U7fKatkMhISEIDw9HVFSUsJ1vvvmmxmmkpqaqXL+BgQGGDRuGLVu2YMiQIYiOjhYeoldFXR3X5DjX9Hzj36Iu2hGZTIbVq1cLbYJC+d9hoGKgobjjpeoikYWFBQwNDXH58uUK05TbHKaZf8UdEHd3dxgbGwtvPgHKuqB06dIF69evR2FhIQDxFZszZ87g7t27tbrS6uvrC6lUiszMTHh4eAj/GjZsCBsbG5VXFICyW4j5+fkoKSkRxl25cqXCfNeuXRM18oq3TynfFi1PcSVbcdUXKAtATp48qVH3q9peea6LdHbt2iV0GTMxMcGgQYPw/vvv4+rVq3W6ztatW4v2GQCYOHGiqAtWy5Yt0aZNG2zcuBHXr19X+YaqyvKhr68PX19f4c6CwpkzZwAAfn5+wm1v5duzJSUlordmaLr/Kt4GEhERgW3btglX6DRha2sLHx8f7Ny5Ezdv3hQ+QFmdfUdZTY+NutK9e3dkZGRg7dq1wi10Y2NjtGrVChEREbh7967QDaKwsBAmJiaiq32Kt8rUZD9WLKNJGbi7u6O4uBjx8fHC8levXtXo7qly3tq2bYvCwsIKb2c5c+ZMhW6G6pibm1cIgFS1T9VVWFgo2ocBYNOmTQDqrt1RpXXr1vD09MSvv/6KtLQ0IfCsCXVtk7+/PxITE+Hm5iaqcx0dHTg4OACoeTm0bt0axcXFojcExcfHo23btrh+/XqNtkeTtkXRler8+fPCPHl5eaI3XNX1MQSUnQxu2rRJ+J1UvM2wQ4cOot+CqtLXtB2ysbFB9+7dsW/fPuzcuRN9+/YV7lzXti0bM2YMzpw5gx9++AHt27cXylMVdXVck+Nc1fEcFxdXZZ7rs9q0I4rpMpkMpaWlonTy8vKwe/fuCmlcu3ZNFJgo3oKq6BKvzBQ6o8wAACAASURBVN/fH4WFhZDJZKJ9RfGWLVY9/4oAxNzcHO+99x7mzp2LDRs24OLFiwgLC0NMTAwCAgLg6+sLQ0NDLFmyBOnp6YiKikJ4eDh69uyJhISEGnXtUax37NixmDNnDjZv3oy7d+/i+PHjeP3116v8rkWbNm1ARMIrPBMSEvDTTz9VmM/KygqjR49GfHw8Ll68iClTpuCVV16p8uvkgYGBOHr0KG7cuCHM99prryExMRFRUVGVnkQaGhrCyMgIJ06cQGxsrCg4qg7F3Zl9+/aJTqqqY/HixQgNDcXJkyeFMt2yZYuoX6Wq9V6+fBmxsbFClwF1PvnkE0RFRWHOnDmIiYnB0qVLsWzZsgrPbABlQe53332Hb7/9ttKvuKoqw0mTJmHfvn34/vvvkZKSgmPHjmHChAno0qUL2rZti0aNGqFDhw6YN28eoqKiEBsbi7Fjx8LAwEBItzr775gxY7Bhwwbo6+uje/fuwvgPPvgAH3zwQZXlERgYiGXLlsHT01NomDt27Ij9+/fjzp07FV5tW5WaHht1pWHDhmjVqhWWLl0qurLbsWNHLF26FD4+PrC3twcAtGvXDllZWcJt8uXLl+P8+fOwtbXFlStX1N4lUyi/72tSBsHBwTAzM0N4eDguXLiAU6dO4cMPP1Tbx93KygoZGRmIjo5GSkoK+vTpAy8vL7z//vu4cOEC7ty5gxkzZiAmJkajK8XK2rRpgwsXLiAuLg5EhIMHD+LgwYPVSkOVdu3a4dChQzh37hxSUlIwbtw4ODo6Aii7uPKir8paWVlh06ZNmD9/vugV7dWhrm0KCwvDs2fPMGrUKMTGxiIxMRFff/01vL29hRP4mpZDYGAgfHx8MGbMGERFReHUqVMYO3YsCgoKRP33q0OTtqVp06Z49dVX8c033+DMmTO4efMmhg8fLhw/im2qi2NImY6ODsaPH4+xY8ciNjYWd+/eRUREBC5evCiUd/njoLzqtEOhoaGIjIxEZGSk0P2qummo4u3tjXbt2mHhwoVqn8lTV8c1Oc7btGmDnTt34vHjxyguLsa8efM0/o2sj2p6/CifI+Tl5aFVq1ZYt24d7ty5g7i4OAQHByMoKAhPnjxBQkKC0M3P3NxcOA+7evUqZsyYgcaNG6s8D+vRowdat26NYcOG4cSJE0hOTkZERARat24tnOMVFxejffv2/MFiTbzIJ9w1pclreAsKCujjjz8mOzs7MjY2pvbt29Px48eF6REREdS4cWMyMjKiTp06UVxcHB04cIDMzc3J29tbeIvFoUOHhGWOHTtGACgxMVEYp3gbjOLtVCUlJTRr1ixydXUlfX19cnFxofHjx1f6liiFuXPnkoODA5mbm1NAQABdvnxZ9Cq9kJAQ6tGjB/3888/UuHFjMjAwIH9/f7p9+3aV6ebk5JCenl6F19j5+PiQjo6O6G0Oym9vICL68ssvydjYmBo2bEjZ2dk0dOhQCggIEKWzZ88eAkCpqakq119aWkp9+vQhAwMD6tatGxGVvWFj5syZovk+++wzcnNzE4aV34L18OFDeuedd8jGxoYMDAzI1dWVPvzwwyrfQLV//35q2LAhmZiY0MGDB4W3Fim/KaP8GziIiFasWEHNmjUjqVRKzZs3p+XLl1daPnK5nHr16kWNGzeutH7LlyFR2ZvDPDw8SF9fn2xsbGjMmDGit+TcvXuXAgMDSSqVkq2tLc2ePZtmzpwpqkN1+6+CTCYjMzMzmjVrlihfAQEB1KlTp0rLj4ho3759BED0CtxHjx6RRCIRvbGMSLM61eTY0CSd8tS9BUth8uTJorfwEBFt376dAFR4K9D/sXffYVFc7d/Av0td2gLSlmKhV0VFUUBjwRIBJbH8TMQajZKosYXEaCKJNTGP5omxRROjiEHUaNRYokHFGhQBsSBiBMsTQRQVbNT7/cOXCbPssgsiqLk/18V1sXNmzpyZc885c3Znz0ZFRZGlpSWZmprS22+/Tffu3aPo6GiSSqX0/vvvK42noqIiAkDr168nIuWxr8k5+OOPP8jb25t0dXXJ1dWVtmzZQkFBQTVORXz16lXy8PAgPT09mjVrFhE9nUlv4MCBZGpqSnp6etS2bVv69ddfazxHys7/w4cPKSIigszMzMjCwoKGDBlCmzZtEs1+V5e24c6dOxQeHk7GxsZka2tLn3/+OZWXl1PPnj1JX1+ffv75Z6XbRUdHk0QiIW1tbeGvan9gZGRE2traBIC0tLRIW1tbaPurzoJVadasWeTo6Ej379+n3r17C9tU/Vu3bp3SsmjSNiUnJ1NwcDAZGhqSTCajwMBA2r17d63Og7LzS/S03sPDw8nExITMzc3pjTfeoJycHCIipX0YEZGfnx+NHj1a6fEQada2ZGZmUqdOnUhfX58cHR3phx9+oMjISNFMSuquIWUzIKmLoaSkJOrevTuZmpqSVColT09P+s9//iM6H4rXgSJN++iCggLS1dUlU1NTYcpkTfNQde4rLVy4kIyMjNTeF1Qek6o6JlJ/nSvOgpWVlUWdOnUiIyMjcnBwoM8//5ymT58uatOVtQMAaPXq1aL9AqA9e/YQUd3agLrEgKK6tiOK9whpaWnk5+dHUqmUPDw8aMuWLXT9+nVycnIiExMTys7Opn79+lH//v1p5cqV1KxZM9LT06MOHTqIZs9SvE/Iy8ujYcOGkYWFhRCzixcvFtIrZ8uszex7/1YSouf42ThTaeDAgbh3757oY27G1NmzZw/Cw8ORk5MjvCsEPP0YOTo6Wu2P3DHGmKJHjx6hpKRENLtXcHAwmjRpgs2bNzdiyV58RISAgAD4+fkpfdKBMabcS/EldMb+7f73v/8hJSUFY8eOxQcffCAafABATExMjb8mzRhjqoSFhSEvLw/ff/89bGxs8Ntvv+HAgQPCL7Sz6h4/foy//voLS5YsQUZGBr/5w1gt8QCEsZdAZGQkjhw5gsGDB2PevHnV0hcuXNgIpWKMvQri4uIwZcoU9O/fHw8fPoSLiwvWrl2L0NDQxi7aC+v8+fPo0KEDPD09sXPnzlr/tg9j/3b8CBZjjDHGGGOswbwUs2AxxhhjjDHGXg08AGGMMcYYY4w1GB6AMMYYY4wxxhoMD0AYY4wxxhhjDYYHIIwxxhhjjLEGwwMQxhhjjDHGWIPhAQhjjDHGGGOswfAAhDHGGGOMMdZgeADCGGOMMcYYazA8AGGMMcYYY4w1GB6AMMYYY4wxxhoMD0AYY4wxxhhjDYYHIIwxxhhjjLEGwwMQxhhjjDHGWIPhAQhjjDHGGGOswfAAhDHGGGOMMdZgeADCGGOMMcYYazA8AGGMMcYYY4w1GB6AMMYYY4wxxhoMD0AYY4wxxhhjDYYHIIwxxhhjjLEGwwMQxhhjjDHGWINp9AHI0KFDIZFIavxbuXIlLl++DIlEgj/++KNRynnu3DlIJBIcPXpUo/UHDhyIHj16PLf82YvtwYMH+Pzzz+Hp6QljY2Po6+vD09MTc+fORUlJSbX1jx07hgEDBsDGxgZ6enqwtbXF4MGDkZycXG1dMzMzTJ48uSEO44UxdOhQdOrUqdH2P2HCBPj4+DTa/lnDaOw4U6e2/Qqrm5f9PJeXl+P//u//YGxsjP79+zdqWTS5t3ke9z/+/v7o2rVrteX79+8X7isVjRgxAnK5vN7KwGrW6AOQTz75BPv37xf+7Ozs0KtXL9Gyvn37PtcyLFu2DCNHjqxxHXt7e6xYsQIuLi7PpQz1kf+gQYOwdu3aeizVy83a2ho5OTmNsu/+/fvjxx9/xNSpU5GQkIADBw4gIiICs2fPxtixY0Xrfvfdd+jcuTNu3bqFefPm4ddff0V0dDT++usvdOzYEbGxsY1yDI3pecWyJtc6Yy+qcePG1fubD9xvvHoOHz6MzZs3Y9GiRVi0aFG95t2Y/Wpt9OzZEydOnMCjR49Eyw8cOACJRIIDBw5U2+bgwYPo2bNnQxXxX0+nsQvg7e0Nb29v4bWBgQFsbW2rvftw+fLl51aG06dPq13H3NwckZGRz60M9ZH/6dOnERoaWk8lerldu3YN+fn5jbLv8+fPY//+/di6dSvefPNNYXlQUBD09fWxZcsWPHz4EEZGRjh79iymTp2Kd955Bz/88IMon3fffReDBg3Cu+++i8DAQDg5OTX0oTSa5xXLmlzrjL2onsfNEfcbr56CggIAwIABA2BpaVlv+TZmv1pbPXv2xPz583H06FH06tVLWH7gwAH06tULhw4dAhFBIpEAALKysnD9+nUegDSgRv8EpLYePnyIiIgImJiYwNTUFFOmTEF5ebmQnp+fj+HDh6NZs2YwNDREx44dcejQIZX5de3aFT/99BPWrVsHiUSCtLQ0LFu2DDY2NtixYwdsbGwQFRWl9CPCdevWwdvbGwYGBvDy8sJPP/2kcj+5ublo3rw5IiIiQETV0hXzv379Ov7v//4PNjY2Qv6rVq1Smb9EIkF2djZGjRoFMzMzYfmPP/4ILy8v6Ovrw8LCAhEREcjLy1OZDwCsWrUKzZs3h4GBAbp164aLFy9CIpFg06ZNwjopKSno3bs3LC0tIZPJ0L9/f1y9elVIX7FiBaytrZGUlIQOHTrA1NQUTk5OWLNmjWhfGzduRPv27WFsbAy5XI4pU6bg8ePHQvqgQYMwePBgzJo1C8bGxvjtt98AAHFxcWjbti1MTExgaWmJfv364a+//gIAHDp0CM2bNwcAODo64o033gBQ+9gAnn6UPWvWLLi4uMDAwAAODg4YP348Hj58qHKbykeslD1qFRUVhaSkJBgZGQF4+o68kZERvv3222rramtrY+XKlaioqMCKFStqLKc6K1euFI67U6dOSE1NhUQiQVxcHAAgLCwMYWFhom1iY2MhkUjw4MEDYZm6+rKyssJ///tfhISEQCqVYseOHZBIJDh+/Lgo7zNnzkAikeD333+vVlZVsayjo4Nt27bB3d0d+vr6aNmypegRNXV1pexaV+bvv/9GSEgIDAwMIJfL8fnnn1dbp7i4GFFRUWjatCn09PTQvHlzzJw5E2VlZcI6msTbDz/8AB8fHxgaGsLS0hIDBgzAjRs3lJZLk2NURSKR4M8//1SatnDhQujo6EBbWxsSiQQ6OjoIDg4W0qVSqajdmz59Olq1aoWioiIhXUdHR/Tn4eGhsiyatG3q4uzWrVsYPnw47O3tYWBgADc3NyxZskSUh2Is3r9/H4D6dltdnClTU3tUSZN2VV0+VR8NysjIgEQiwcGDB/HGG2/A0tISNjY2mDhxoqhPrCnGVF1rimqK5cpHWhTj6+TJk5BIJNi3bx8A9X2GYr87adIkGBsbY/78+aJ8y8vLYW1tjU8++URledXVcW36xeTkZEgkkmox4OLigg8//BDAP/3doUOH4OvrCyMjI/j6+uLMmTNYt24d3NzcIJPJEBISIrqBt7GxwZIlS/Dhhx/CwcEBpqam6Nu3L3Jzc1Uem7ryf/rppxg4cCCAp9fA66+/rjQPTa6hqlT1q8nJyejZsycsLS1hbGwMf39/pY/K5+XloW/fvjAyMoKlpSU++ugjVFRUqNyfujZAncDAQBgZGSEhIUFYVlhYiNOnT+P9999Hfn4+zp49K6QdPHgQAITrqy73C0DNsadJ+13XmHgp0QvG2dmZRowYUW15VlYWAaDWrVvTd999R2lpabRw4UICQBs3biQiovLycvLz8yMXFxdKSEigCxcu0IQJE0gqldLZs2eV7u/evXvk5+dHb731FuXn51NZWRmtWrWKDA0NKTg4mHbv3k1Xrlyhs2fPEgA6cuQIERFt2bKFtLW1aeHChZScnEyLFy8miURCmzdvJiKiAQMGUHBwMBERPXr0iPz9/albt25UXFystByK+QcHB1NQUBCdPHmSLl++TMuXLydtbW36/ffflW5/48YNAkDfffcd3blzh4iIYmJiSCKR0Pz58ykzM5MOHTpEHh4e5OfnRxUVFUrzOXnyJAGgiRMnUkZGBsXExFDr1q0JgHBs165dI5lMRn369KH09HQ6deoUvfbaa+Ti4kJPnjwhIqLVq1eTnp4ehYaG0vXr16miooKio6NJV1eXbty4QUREv/76KwGg6dOnU1ZWFu3evZscHBxo6NChQnmGDBlCHh4eFBYWRomJiXT79m06efIkSSQSmjlzJmVkZNDJkyepW7du5OvrS0REJSUlFB8fTwAoJSWFCgsL6xQbRERff/016enp0caNG+nSpUu0b98+sre3p0mTJqncpri4mFq0aEEWFha0atUqun37tsp13d3dKSQkRGU6EZG/vz+1a9dOeG1qalrj/hUlJiYSAJoyZQpdvHiRdu7cSe3btxfVaWhoKIWGhoq2W79+PQGgoqIiItKsvuzs7MjT05M++ugjOn78OJWUlJCTkxNFRkaK8v7000/J3t6eysvLq5VXWSxHRESQo6Mj9erVi44cOUJHjhyhVq1akaenp7CdurpSdq0rExwcTE2bNhXiZPz48SSXy8nb21tY55133qEmTZrQxo0b6fLlyxQbG0smJiY0ZcoUItKsLTp8+DBJJBJatWoVXb58mZKSkui1116jgIAAlXVZl3gkIgJAJ06cqHGdBQsWUJcuXaot19fXF9qluLg4srGxoZycHKXpmlDXtmkSZ6GhoeTs7EyJiYmUmZlJP/74I2lra9O2bduEdRRjsbS0VG27rUmcKVLXHlWuo65d1SSfqv1KZZ/o6+tLx48fJyKiP/74gwBQfHw8EamPMWXXmiJ1sVxWVkbW1tb00UcfibaLiooia2trKisr06jPUNbvjhw5kjw8PET5Vh7jxYsXlZZXXR1r0i9WPc+nTp0iAHTq1CnRfpydnWnatGlE9E9/99Zbb9Hdu3fp7t275O7uTk5OTjRy5Eh69OgR3bhxg6ysrOjjjz8W8rC3tyd7e3tas2YNlZaW0vXr18nW1pbee+89pcemSfkfPnxIa9asIQCUmZlJ9+/fV5qPJtdQVcr61cePH5OFhQWFhYVRamoqnT9/nj744AMyMjIS+vnKexs3Nzf67rvvKCUlhebNm0cAaNmyZaJ1KtsRTdoATfTp04f8/PyE1zt27CBDQ0MqKSkhd3d3+uabb4S0wYMHC218Xe8X1MWeJu13XWLiZfXSDUAUGzkHBweh09+7dy8BoIMHDwrp5eXl5O7uTmPGjFG5zw4dOoj2uXr1agJAO3fuFJYpXiCBgYE0YMAAUT4fffQR/fe//yWifxqwiooKGjBgAPn4+NC9e/dUlkExf2tra5ozZ45onT///JNyc3OVbv/48WMCQD/99JOwrHXr1hQeHi5ab//+/QSAjh49qjSf8ePHk42NjejmbM6cOaKOcvr06WRqakp3794V1rl27RppaWlRbGwsEf1zDqvu59q1awSAdu3aRUREHTt2rHbDExsbSxKJhK5fv05ET28IdHV1RZ3j/fv3KTk5mUpLS4VlO3bsIACUl5dHRER79uwhAJSdnU1EdY+NmzdvUnp6umjZ1KlTa7whISLKzMykwMBAAkASiYS8vb1p0qRJdPr0adF6xsbGahuWwYMHk1wuF17XdgAyZswYsrGxEd3sr1u3rtYDEE3qy97eXtTgExHNnTuXzM3NRYNvT09P+uSTT5SWV1ksR0REkIGBgWgw98MPPxAAoYPVpK4Ur3VFlTdklR0jEVFFRQW5ubkJndPt27dJR0dH1HkREc2cOZOMjIyouLhYo3hbvnw5GRgYUElJibBObm4uJSUlqSxfXeOxPgYgKSkpZG5uLtzsKqZrSl3bpkmcZWVl0ZUrV0TrtG3bVnQtKYtFde22JnGmSJP2SJN2VZN8lA1A5s6dKyqPk5MTRUVFEZH6GFN2rSnSJJbfe+89cnV1rVaOCRMmEFHt+oyq/e7Ro0er3fxHRkbWOEhXV8ea9It1GYAAELXvU6ZMIQB069YtYdmgQYOod+/ewmt7e3vq0aOHKN933nmH2rdvr/L4NCn/5s2bCQDl5+erzEeTa0iRYr9aUlJC6enpouulsLBQNAiuvLepjMlKAQEBFBgYKFqnsh3RpA3QxOLFi0lLS4sKCgqIiGjy5MnC+R47diz17dtXWNfGxoYmT55MRHW/X1AXe5q033WJiZfVS/cIVmBgoOi1tbW18ChAUlIS9PX10aVLFyFdS0sLnTt3Vvm4RU0CAgJUpp0+fRrt27cXLfvqq68wadIk0bLp06fj2LFj2LNnD0xNTTXed9++fbFgwQJMmzYNCQkJKCkpQYcOHWBjY6PR9qWlpUhPT0fHjh1Fy9u1awcAKs/HxYsXERAQAG1tbWFZ1e8xAE/Ps7+/v+gj+6ZNm8LJyalavq1atRL+Nzc3BwDcvXsXFRUVSE5OFj2bCTx9TIaIcObMGWGZu7s7mjRpIryWyWTIzs5GSEgInJycIJfLMWLECAD/PPuqqK6xYWlpiT179qBjx45o2rQp5HI5vv/+e5X7qeTm5oZjx44hIyMDixYtgqOjI1atWgU/Pz9MnTpVWI+IRI9LqFL5nGpdZGRkoFWrVtDS+udyV7yO1KlNfSleN6NGjUJhYSF27doF4Ol3ZDIyMmr9ZXB3d3dYWFgIr62trQFAuP7rWldVZWRkAHg6g0oliUQien3mzBmUlZUpvbYePnyIrKwsjeKte/fukEgkeO2117B69Wrk5OTAxsZGtC9F9XGMdZGfn4833ngDixYtqrFd1ERNbZumcWZsbIxvv/0Wvr6+sLOzg1wux9mzZ6udB8WyatJuq4szRZq0R5q0q3Vp1wBxGws8bWfv3r0LoG4xpkiTWB48eDCysrJw/vx5AEBqaiquXLmCIUOGCHlo2mdUrbOgoCB4enpi/fr1AJ62Q9u2baux7aipjuvaL2rK3d1d+F8mk8HCwgJWVlaiZZWPAlaqqf4U1Wf5Nb2GaqKrq4uSkhJMmDABnp6esLW1haurK4DqMdu5c2fR64CAAFy8eLFanrXpa9Tp2bMnKioqhEenDhw4gG7dugn5HT58GOXl5Th//jzy8vKE73/U9X5BXfuiaftdm5h4mb10A5DKZ+crSSQS4TsVhYWFKC4uhoGBAaRSqfD3008/4ebNm7Xel6oBw6NHj1BcXFytLIpOnjyJRYsWobCwsNpMDOqsWLEC8+fPx+HDh9GzZ09YWVlh+vTpomfMa/Lw4UNUVFRAJpOJlpuYmABQ3ZneuXNHWKdS1c4YeHqeExISROdYKpXir7/+qnaeDQwMqu2DiPDo0SOUlZUhOjpalIezszMAiPJRrIf4+HgMGjQIHTp0wJ49e5CWlobvv/++ptNR59iYOHEi5syZgwkTJuDw4cNIS0vDu+++W+O+qvLw8MCUKVOwc+dO5OXlYfjw4fjmm29w8uRJAICDg4PaGUWuXr2KZs2aabxPRUVFRSrjQFPPUl92dnbo06cPYmJiAABbtmxBYGAg3NzcalUGZdc+AOH6f9a6Av65LhTj1tjYWPi/sLAQAGq8tjSJN3d3d5w4cQLOzs6YPn06HB0d0bFjRyE2lKmPY6yL999/H3fv3lX5XYjg4GDRcX755Zcq86qpbdMkzkpLS9G7d2/s378fixYtwsmTJ5GWloY2bdpU21fVWNS03VYXZ4o0aY80aVfr0q4BqttYoG4xpkiTWO7cuTNsbW2xdetWAE+v8RYtWgiDidr0GYrtx+jRoxEXF4eysjIcOXIEhYWFGDx4sNKyqqvjuvaLmtLX1xe9lkql1dZRjKOa6k9RfZW/NtdQTbKystC9e3c8efIEsbGxSElJUTnRh2K9GhkZKf3uWm36GnV8fHxga2uLhIQE3LlzB2fPnhWm5u3atSvu37+P1NRUHDx4ELq6usKAoy73C5q0L5q237WJiZdZo8+CVZ9MTU0hlUqRmppaLa3qO0/PytDQEIaGhsKNiCpSqRQHDx5EZGQkIiIicPz4cejq6mq0D11dXUyaNAmTJk1CXl4eYmJiMHPmTFhbW4veQVfFyMgI2tra1cpY+VrV4EoqlVYbLCmOzk1NTdGpUyelnaOmN7aGhobCMY4ePbpaek2f9KxevRrdu3fHnDlzhGXqvpxWl9goLy/HmjVr8Omnn2Lo0KHCcsV3sBSVlpbi5s2b1QYNJiYmmDdvHmJiYpCWlgZ/f3+89tpriI2NRW5urtL5x+/du4fU1FSN6lwVZQ294rspVQfylaqe02epLwAYM2YMBg8ejKKiImzZsgUffPBBbQ+jRnWtK0WVnYfidvfu3RP+r7x2arq2NI23Vq1aITY2FuXl5Th69ChmzpyJ0NBQ3Lhxo9rNTH0dY1288cYbGDNmDAIDAxESElJt1qSEhASNfz+jprZt8uTJauMsKSkJ6enpOHz4sOhd1fz8fDg6Oqrcr6btdm1p0h5p0q7WpV3TRE0xpglNYllLSwuDBg3Ctm3b8Nlnn+GXX37B22+/Lcqjrn3GiBEjMGPGDBw8eBA7duzAm2++qbL/UlfHdekXVX36XB91U1t17dcV1fUaUhQfH4+ysjLExcUJg61r164pXVexD3rw4IHojZ1Kz9rXKOrRoweOHj2Ko0ePwtDQUPiEwtbWFm5ubjhy5AhOnDghfGkdqNv9grrYa8z2+0X10n0CUhN/f388efIE5eXl8PDwEP4qZxuoSW1Hl23atEFiYqJo2eTJk0Uf5bdq1Qp+fn6IjY3F+fPnlc6mo8z9+/exYcMGlJaWAoAwE1dAQIBo1oaajkNXVxe+vr44duyYKP3EiRMAUO1jwkqurq44deqU6Hxs27ZNtI6/vz+ysrLg7OwsOs9aWlqwtbXV6Bi1tLTg5+eHnJwcUR5OTk7Q09MTHtdS5smTJ9XePdywYYPo+CtVvq5LbJSXl6OsrEy0r6KiIuzYsaPGeJk6dSratGmD27dvV0urfMSncrDx3nvvobi4WOWMLtOmTYNEIsG4ceNU7k8dd3d3nDlzRjTjyOHDh0XryGQy0U02ANFHtxdhaAAAIABJREFU3c9SXwAQGhqKJk2a4Msvv8Rff/2l8h3MqmpzTdamrmrKt/IRiqofs5eWlopmP/H19YWOjo7Sa8vU1BSurq4axVtSUpJwPWpra6NLly6YM2cObt++rXTGk7rGY32IiIiAn58f5s2bh3feeUftTHqqqGvbNImzJ0+eABB/gnDixAlkZ2erPQ+atNu1pUl7pEm7Wpt2TVOaxlhN+Wvadg4ePBipqalISEhAZmam8PhVZR517TMqZwOLi4vDli1bMGrUqBrXr6mO69IvVn7aULV9vHXrVp2eqnhWde3XFT3LNQT8Ey9PnjyBkZGR6JOeyt+tUsxH8UcGT506JfoJhkrP2tco6tmzJ86dO4cDBw4gKChI9CZw165dkZSUhD///FM0/W5d7yVrir3GbL9fVK/UAKRHjx5o06YNhg4disTEROTk5CAuLg5t2rTBsmXLVG5nbm6O1NRUpKWl4c6dOxrta8qUKdi3bx+io6ORnJyM7777DkuXLq32bCbw9KZm4cKF+OqrrzT6pU8tLS2MHz8eY8eORVpaGrKzsxEXF4fTp0+LnkmsSiqVwsDAAImJiUhLS0NpaSk+/PBD7Nq1C4sXL8bVq1dx8OBBTJo0CV26dBGeGVU0aNAgXLt2DbNmzRL2u2PHDtE6kZGRePDgAUaOHIm0tDRkZWVh7ty58Pb2rtVH+1FRUdi6dSu+/PJLXLp0CWlpaRg2bBiCgoJq/Ci5Q4cO2L9/P5KSknD16lW89957sLOzA/B0SsDHjx8LjdSuXbtw4cKFOsWGnp4eWrdujXXr1uHKlStIT09HWFgYQkJCUFBQgMzMTKWPxE2dOhV6enoIDAzEypUrkZiYiAMHDuCrr77C22+/jdatW6NPnz4AnjZYX3zxBdauXYvevXtjy5YtOHHiBDZt2oSePXti7dq1WLlypTD9YaWrV69i79691f6UvSs3ZMgQ3Lx5E5MnT0Z6ejri4+Or/Qqsn58fTp06hfT0dBCRkF991BfwdGrTESNGYOHChejfv3+1RwiqUhbL6mhaV+qu9ebNmyMgIAALFizAvn37kJaWhrFjx0JPT09Yp0mTJnjnnXewYMECbN++HdeuXUNMTAyWLVuGyZMnQ0dHR6N427t3L8LDw/HLL7/gypUrSEtLw5IlS9CiRQulj9zVNR7r07Rp09C6dWu1N4GqaNK2qYszX19fSKVSLFmyBDdv3sS+ffswYcIE9OrVC5mZmbh165bK/dem3daUJu2RJu2qJvnUlroY0+Ra07TtDAgIQLNmzTBt2jS0bNkSPj4+Qtqz9hljxozB+vXroauri+7du9e4rro6rm2/2KxZM1haWiImJgZlZWW4d+8eJk6cKPpeYkOqS7+uqK7XkGK/2qFDB+Tn5wuPJi1fvhwnT56EtbU1zpw5I/o0YOvWrYiPj8fVq1exYsUKHDt2DMOGDVO6H036muXLl2v0qWvPnj1RXl6O9evXC9//qNS1a1fs27ev2u9/1PVesqbYexHa7xfO8/6We22pmwVr//79ouV+fn40evRo4XVeXh4NGzaMLCwsSCqVkqenJy1evLjGfe7evZssLCzIyMiI9u7dK8xoUXU2EsVZGoiIVqxYQS4uLqSvr09ubm60fPlyIa3qLBpET2fS6d27N7Vo0ULpbCqK+SclJVH37t3J1NRUOI7//Oc/NR7HF198QYaGhmRhYSHMNvLDDz+Qh4cH6erqkpWVFY0ZM0Y0E4kyc+fOJWtrazI2Nham14PC7CTJyckUHBxMhoaGJJPJKDAwkHbv3i2kKzuHRUVFBIDWr18vLPv555+pVatWpKenR1ZWVhQeHk4ZGRlCekREBAUFBYnKd+fOHQoPDydjY2OytbWlzz//nMrLy6lnz56kr69PP//8M5WVlVGfPn1IT0+PunXrRkR1i420tDTy8/MjqVRKHh4etGXLFrp+/To5OTmRiYmJMBuIoitXrtD7779PLi4uZGhoSFKplNzd3enjjz9WOhvaL7/8QkFBQWRsbEwAyMTEhPr27UvHjh2rtq6pqSkBUPqnqjyLFy8mOzs70tfXp4CAAGFq3soZeB4+fEgRERFkZmZGFhYWNGTIENq0aVO12X/U1Ze9vT3NnDlTaRkqpyJNSEhQfcL/P8VYVhYHO3fuJADCrCia1JXita5MdnY2BQcHk76+PllbW9OsWbNo5syZoplKiouLadq0aWRnZ0c6Ojrk6OhI8+fPF01vrS7eSktLacaMGdSiRQvR+bxw4YLK81LXeARA2traor958+YREdFXX31F2trapKWlJazXvXt3YVvFWa5yc3PJ2tqalixZIqQr5q2trS2aqrcqTdo2dXEWFxdHLVq0IAMDA+rcuTOlp6fTnj17SCaTCbOVqYrFmtptTeJMkSbtEZH6dlWTfJTNglVTn6hJjCnrNxRp2nZOmzaNANCCBQuqpdWlz6hUXl5OJiYm9Nlnnyktn6Ka6phIfb+o2H/v3r2b3NzcyMjIiDw8PGjr1q0UEBAgzMCprOzR0dFkb28v2u/o0aOpQ4cOwmtlMTpt2jRydnau8fjUlV+TWbA0uYYUKetXo6KiyNLSkkxNTentt9+me/fuUXR0NEmlUnr//fcpJSWFANDevXupT58+ZGBgQJaWljRjxgyhvVR2f6WuDfj4449JW1u7xvNUycfHR+lMgH///TcBIDMzs2rTstflfoGo5tjTpP2ua0y8jCRE/9LPfphSRIS8vDzR9xGOHDmC1157DefOnVP6kSmrX97e3pDL5aIfUKpvt2/fhpWVFTZv3iz8aNXz9vHHH2PXrl04d+5cg+yPsRcFt6vPZs+ePQgPD0dOTo7wqRBj7OX2Sj2CxZ7d4cOHYWtrizlz5iArKwvHjx/H1KlT4e/vDy8vr8Yu3r/Chx9+iAMHDmDq1KlITU0V/VrwyygzMxNLly7FokWLsGDBgsYuDmMNjtvVuvnf//6HnTt34p133sEHH3zAgw/GXiE8AGEiXbp0QUxMDDZv3gxfX18MGjQIrq6u2Lp16zP9FgXT3KhRo7BgwQJs2bIFHTt2xNq1axu7SM+kXbt2+PLLL/HNN9+gb9++jV0cxhoct6t1ExkZiWHDhqFfv36YN29eYxeHMVaP+BEsxhhjjDHGWIPhT0AYY4wxxhhjDYYHIIwxxhhjjLEGwwMQxhhjjDHGWIPhAQhjjDHGGGOswfAAhDHGGGOMMdZgeADCGGOMMcYYazA8AHkJODg44NNPP23sYryyLC0tMXfu3MYuxnPFMcQYY4yxFwUPQOrRoEGD6uVH46ytrZGTk1MPJRKrr/K9ahYtWoSQkJDGLka9el4xxBhjjDH2rHgAUo9Onz79zHlcu3YN+fn59VCa6uqjfK+iESNGoG3bto1djHrzPGOIMcYYY+xZvRADkL///hthYWEwNDSEnZ0dvv76a3z66afw8vIS1ikrK8Pnn38ODw8PGBgYwM3NDStWrBDSMzIyIJFIcPDgQbzxxhuwtLSEjY0NJk6ciPLycmG9/Px8DB8+HM2aNYOhoSE6duyIQ4cOCenLli2DjY0NduzYARsbG0RFRQEAbt26heHDh8Pe3l7Y/5IlS4TtJBIJsrOzMWrUKJiZmQnLN27ciPbt28PY2BhyuRxTpkzB48ePlZ6HQ4cOoXnz5gAAR0dHvPHGG0KatrY2Zs+eDblcDqlUipCQENy6dUtIr2v5FB09ehS+vr6QSqXw9PTE1q1bERgYiHHjxgEAkpOTIZFIkJycLNrOxcUFH374ofA6JSUFvXv3hqWlJWQyGfr374+rV6+qPM+TJk2CsbEx5s+fL8q3vLwc1tbW+OSTT5SWNywsDGFhYaJlsbGxkEgkePDgAQDgyJEjeO2112BmZgYTExN06tQJhw8fFtav+giWpnG0atUqNG/eHAYGBujWrRsuXrwIiUSCTZs2qTy36upI033fuHEDgwcPRpMmTaCvr4+WLVsiNjYWwLPFkLpr7Pz585BIJNi5cye8vb3h7++v8lhXrlwpXGOdOnVCamoqJBIJ4uLiAAD/+c9/YGxsLNrmxo0bkEgk+O2334Rl6uJo0KBBGDx4MGbNmgVjY2Ns2rRJozjq2LEjevToobL8jDHGGHuO6AUQEhJCdnZ2tG/fPjpz5gyFhYWRi4sLeXt7C+tMnjyZDA0Nad26dZSVlUUrVqwgPT09+uGHH4iIKCsriwCQr68vHT9+nIiI/vjjDwJA8fHxRERUXl5Ofn5+5OLiQgkJCXThwgWaMGECSaVSOnv2LBERrVq1igwNDSk4OJh2795NV65cISKi0NBQcnZ2psTERMrMzKQff/yRtLW1adu2bUREdOPGDQJA3333Hd25c4eIiH799VcCQNOnT6esrCzavXs3OTg40NChQ5Weh5KSEoqPjycAlJKSQoWFhUREZG9vT+7u7jRhwgRKTk6mX375hUxNTSkyMlLYti7lU3Tv3j0yNzen7t27U1paGp08eZK6d+9OFhYWNH78eCIiOnXqFAGgU6dOibZ1dnamadOmERHRtWvXSCaTUZ8+fSg9PZ1OnTpFr732Grm4uNCTJ09UnueRI0eSh4eHKN/KOrx48aLSMoeGhlJoaKho2fr16wkAFRUV0YMHD0gmk9G4cePowoULdP78eXrvvffI0NCQCgoKiIjIwsKC5syZQ0SaxdHJkycJAE2cOJEyMjIoJiaGWrduTQBo8+bNSsupSR1psu/i4mLy8PAgX19fSkxMpEuXLlF0dDQBoO3btz9TDKm7xi5dukQAqG3btrRmzRpKT09XepyJiYkEgKZMmUIXL16knTt3Uvv27UXn5+uvvyYjIyPRdtevXycAtHPnTiLSLI6GDBlCHh4eFBYWRomJiXT79m2N4mjatGk0c+ZMlXXFGGOMseen0Qcgubm5pKWlRcuWLROWFRYWkpmZmTAAuX//Punp6VF0dLRo2zFjxpCLiwsR/XPzNnfuXNE6Tk5OFBUVRUREe/fuJQB08OBBIb28vJzc3d1pzJgxRES0evVq0U1QpaysLGEwUqlt27b03nvvERHR48ePCQD99NNPQnrHjh2pS5cuom1iY2NJIpHQ9evXlZ6PPXv2EADKzs4Wltnb25O/v79ovaFDh1KbNm2eqXyKYmNjCQCdP39eWHb16lUCUKsByPTp08nU1JTu3r0rpF+7do20tLQoNjaWiJSf56NHj1bLOzIykgICAlSWWd0A5MKFCwSAjhw5IqSXlpbSoUOH6OHDh0SkfABSUxyNHz+ebGxsqKysTEifM2eO2gGIujrSZN+Vg9rU1FTROkFBQdSjRw8iqlsM1eYaq6xnVcaMGUM2NjZUXl4uLFu3bl2tByCaxFFERATp6uqKBtV1iSPGGGOMNZxGfwQrKysLFRUVCAoKEpaZmJiIHo9IS0tDSUkJevXqJdq2a9euuHz5svCoDQC0atVKtI65uTnu3r0LAEhKSoK+vj66dOkipGtpaaFz585IS0sTbRcQECB6bWxsjG+//Ra+vr6ws7ODXC7H2bNnUVBQoPS4KioqkJycrLTMRIQzZ86oPCfKBAYGil5bW1ujqKiozuVTJiMjA3p6eqJH35o1awZ7e/talTUpKQn+/v6iR72aNm0KJyenGs9zUFAQPD09sX79egBPz+G2bdswcuTIWu2/Kjc3N7i7uyMiIgJffvklUlJSoK2tjS5dusDQ0FDldjXF0cWLFxEQEABtbW0h/c0331RbFk3rqKZ9nz59GgYGBvD19RWt065du2rnVlFNMVSba0zx2lCUkZGBVq1aQUvrn+ZFcd+a0DSO3N3d0aRJE+H184gjxhhjjNUfncYuwJ07dwA8HXRUZWFhIfxfWFgIAOjWrRskEomwvKKiAgCQm5srLDMwMKi2DyIS8ikuLq62TllZGeRyuWiZqamp8H9paSl69+6NsrIyfPvtt/Dw8ICOjg7Cw8NVHtejR49QVlaG6OhozJ49u1r6zZs3VW6rjJGRkei1RCIRjqsu5VOmqKioWj0A1etGncLCQqSmpkIqlYqWl5SUVDvuqucZAEaPHo2vvvoKixYtwrFjx1BYWIjBgwfXav9VaWtr48iRI1i4cCFWr16NTz75BM2aNcPcuXMxbNgwldvVFEd37tyBnZ2dKK1qvCpTmzpSF8PGxsai6wB4WkdVB6TK1BRDtbnGFOtMUVFRUbXrqbYxVFkmTeJIWXnqO44YY4wxVn8afQBSeXPx6NEj0fKq7wpX3mDExsaiZcuW1fJo2rQprl+/rnZfpqamkEqlSE1NrZZW9d1sRUlJSUhPT8fhw4fRuXNnYXl+fj4cHR2VbmNoaAhdXV1MmjQJo0ePrpZuY2Ojtryaqkv5lDEyMsLDhw+rLa989x1AtRvfSlW/WG9qaopOnTrh+++/r7aeuhvRESNGYMaMGTh48CB27NiBN998s8Yb3qo30crKAgBWVlb4+uuv8fXXX+PChQtYtGgRhg8fDi8vL/j5+dVYHmWkUmmN8apMfdWRqakpioqKQESiuigsLFQ7MFCXL/Ds1xigPI6qxhCgPI4U660h44gxxhhjDafRH8FydXUFAJw8eVJYVlRUhD/++EN47evrC319fdy6dQseHh7Cn4WFBaysrKCvr6/Rvvz9/fHkyROUl5eL8jEwMICDg4PK7Z48eQJA/C73iRMnkJ2dXe3mt/K1lpYW/Pz8kJOTI9qXk5MT9PT0YG5uXmNZFfOtSV3Kp4y7uzuePHmCjIwMYdmlS5eQl5cnvJbJZACAe/fuCctu3bolekfa398fWVlZcHZ2Fh27lpYWbG1tazwWS0tL9OvXD3FxcdiyZQtGjRpV4/oymUxUFgCix9uys7Oxfft24bWXlxdWrlwJbW1tnDt3rsa8VXF1dcWpU6dE53Lbtm01blObOqpJu3bt8OTJE6SkpIiWnzhxAu3btxctq02+9XWNAU/j6MyZM8KnJwBEs44BT+vt0aNHKC0tFZYpPpbYkHHEGGOMsYbT6AMQJycntG3bFvPmzcOJEydw8eJFDBs2TPQIh0wmw9ixYxEdHY34+HhkZ2fj0KFD6NmzJ0aMGKHxvnr06IE2bdpg6NChSExMRE5ODuLi4tCmTRssW7ZM5XaV09IuWbIEN2/exL59+zBhwgT06tULmZmZuHXrFqRSKQwMDJCYmIi0tDSUlpYiKioKW7duxZdffolLly4hLS0Nw4YNQ1BQkMrHZSoHJrt27cKFCxc0Oq66lk9RWFgYTExM8P777+PkyZNITEzEiBEjYGVlJazTrFkzWFpaIiYmBmVlZbh37x4mTpwoegY/MjISDx48wMiRI5GWloasrCzMnTsX3t7eooGmKmPGjMH69euhq6uL7t2717iun58fTp06hfT0dBAR9u7di7179wrp165dw4ABA7Bo0SJkZmbi0qVLmDt3LrS0tNR+l0GVQYMG4dq1a5g1axays7MRFxeHHTt21LiNJnWkiT59+sDLywvvvvsuTp06hStXrmDGjBlITk7G1KlTAdQthurrGgOAIUOG4ObNm5g8eTLS09MRHx+PlStXitbx8/MDEWHNmjUAgMzMzGrX4POMo48//hjR0dG1Oi7GGGOM1ZOG/ta7MpmZmdSpUyfS19cnR0dH+uGHHygyMpL8/PyEdUpLS+mzzz6jZs2aka6uLjVt2pTGjx9P9+/fJ6J/ZujZv3+/KG8/Pz8aPXq08DovL4+GDRtGFhYWJJVKydPTkxYvXiykV87OVFpaKsonLi6OWrRoQQYGBtS5c2dKT0+nPXv2kEwmE2br+uKLL8jQ0JAsLCyEmXt+/vlnatWqFenp6ZGVlRWFh4dTRkaGynNRVlZGffr0IT09PerWrRsRPZ3BSHHK0GnTppGzs/Mzl0/R/v37ycvLi3R1dcnV1ZW2bNlCPj4+wixYRES7d+8mNzc3MjIyIg8PD9q6dSsFBATQlClThHWSk5MpODiYDA0NSSaTUWBgIO3evVvteSZ6OjOZiYkJffbZZyrPU6WHDx9SREQEmZmZkYWFBQ0ZMoQ2bdpEAITYiImJIV9fX6EsAQEB9Ntvvwl5KJsFS10czZ07l6ytrcnY2JjCwsIoNTVV6expVamrI033ff36dRo4cCCZmpqSnp4etW3bln799Vchva4xVNdrTJnFixeTnZ0d6evrU0BAgDA1b9VZwubPn0+2trYkk8koKChIOIfbt28X1lEXRxERERQUFKS0DDXFUYcOHSg4OFjtcTDGGGOs/kmIavGcxnPy6NEjlJSUiGa7CQ4ORpMmTbB58+ZGLBkDAB8fH3Tt2hVLly5tkP3t2bMH4eHhyMnJqfZl7xcBESEvL0/0KV3ljx2eO3cO3t7ejVi6F9Pt27dhZWWFzZs3Y+DAgQ2yzxc9jhhjjLF/q0b/Ejrw9NGfvLw8fP/997CxscFvv/2GAwcOiH4Rmb36/ve//yElJQVjx47FBx988MLeNB4+fBhdu3bF7Nmz8dZbbyE/Px9Tp06Fv7+/aApj1jheljhijDHG/q0a/TsgABAXFwdfX1/0798frVu3xtq1a7F27VqEhoY2dtFYA4qMjMSwYcPQr18/zJs3r7GLo1KXLl0QExODzZs3w9fXF4MGDYKrqyu2bt2qcpYw1nBeljhijDHG/q1eiEewGGOMMcYYY/8OL8QnIIwxxhhjjLF/Bx6AMMYYY4wxxhoMD0AYY4wxxhhjDYYHIIwxxhhjjLEGwwMQxhhjjDHGWIPhAQhjjDHGGGOswfAAhDHGGGOMMdZgeADCGGOMMcYYazA8AGGMMcYYY4w1GB6AMMYYY4wxxhoMD0AYY4wxxhhjDYYHIIwxxhhjjLEGwwMQxhhjjDHGWIPhAQhjjDHGGGOswfAAhDHGGGOMMdZgeADCGGOMMcYYazA8AGGMMcYYY4w1GB6AMMYYY4wxxhoMD0AYY4wxxhhjDYYHIIwxxhhjjLEGwwMQxhhjjDHGWIN5JQYgPXr0gFwuh0Qiwblz5+o9/2+++QZLly6t93wZY4wxxhj7t3klBiB//PEHcnNzoa+v/1zyP3PmzHPJlzHGGGOMsX+bF2IAkpubi5CQEHh6esLV1RVvvfUWCgsLhfSUlBR06dIFbm5ucHV1RWxsbK3y37hxI1q2bAlXV1e0bdsWqampQlp5eTm++OILNG/eHHZ2dggODsaFCxeE9Ndffx1xcXGYMWMG5HI55HI5Ll++/OwHzRhjjDHG2L/QCzEAmT9/Pnx8fJCRkYGsrCx4eXnh2LFjAIAHDx6gX79+GDlyJC5duoT9+/dj0qRJSElJ0Sjv5ORkjBs3Dj///DOysrLw+eefo3fv3njy5AkA4KuvvsLu3buRkpKCv//+Gz169EC/fv1QUVEBANi7dy86d+6M+fPnIzc3F7m5uXBxcXk+J4IxxhhjjLFX3AsxADExMcGhQ4dw8OBBFBcXY9asWejTpw8AICEhAcXFxRg1ahQAoEWLFhgwYADi4uI0ynvDhg3o1asXWrZsCQDo168fzMzMkJCQAACIj4/HuHHjYGFhAQCIiorCn3/+CS2tF+LUMMYYY4wx9krRaewCAMCsWbNgbGyMjz76CBcvXkR4eDi+/fZbWFhYoKCgAIWFhWjRooWwfnFxMUJDQzXKu6CgAPv27RNt//DhQ+Tn5wMA8vPzYWVlJaTp6OjA0tKyno6MMcYYY4wxVtULMQDR19fHJ598gk8++QS3bt1CZGQkpk+fjtWrV8PBwQH29va4cuVKnfJ2cHDAgAEDsGbNGqXpdnZ2yMvLE16XlpYiMzMTnp6e0NbWrtM+GWOMMcYYY8q9EM8ZjRw5Er///jsAwNraGm5ubpBIJACAoKAgFBcXIz4+HgDw6NEjREZG4vjx4xrlPXDgQGzfvh2ZmZkAgGvXrmHgwIEoKCgAALz99ttYtWqV8KX3pUuXYuDAgaLBh0wmw6VLlwAAJSUloi/IM8YYY4wxxjT3QgxAxo4di08//RSenp7w8vJCZmYm5s6dCwAwNDTEzp07sXTpUjg7O8PX1xcymQz+/v4AgMjISGF2quLiYnTt2hVyuRwzZswAALRp0wZLly7FgAED4OrqipCQEISFhaFJkyYAgEmTJqF3797w9PREixYtsGvXLmzfvl1UvsmTJ2PXrl0wNjaGk5MTdu/e3YBnhzHGGGOMsVeHhIiosQvBGGOMMcYY+3d4IT4BYYwxxhhjjP078ACEMcYYY4wx1mB4AMIYY4wxxhhrMDwAYYwxxhhjjDUYHoAwxhhjjDHGGgwPQBhjjDHGGGMNhgcgjDHGGGOMsQbDAxDGGGOMMcZYg3llBiB79+6FRCLBnTt36j1fuVwOExMTDBw4sF7zruTq6vpM23/xxRfYunVrnbZNS0tD+/btIZPJYGpqiqFDhz5TWerL119/DTs7OwDA6NGj0a1bt2rrPGudjxw5EkuXLq1zel2lpqbWOZZ8fHzw66+/qkyfNWsW5HI59PX1n0vZged73mqqUyMjI6xatQrXr1+HRCJBYmJinfah6Pbt25BIJLh9+3a95Pc8PHnyBBKJBL/88kudts/JyYGlpaXK9LVr1z639o3VjSb9wooVKxAQEICysrIGKBFjjNWfV2YAYm5uDgAwMzOr13xff/115ObmYubMmfWab6WcnBzcvXu3TtsmJSXho48+Ql5eHi5cuIB3330X9+/fr1UeixYtgo+PDwoKCnD//n3ExsbWqSz1zczMTFSnlf9X9bzq/Hk7c+bMc8t79uzZyM3NVTpgexnUVKeVcVCZpiwmXhREVK/5SaVSSKXSF/qYWf3RpF/Izs7GjBkzsGHDBujo6DRQyRhjrH68UgMQmUwGbW3tammrV6+Gt7c3vLy80KpVK9G7iOXl5fj000/h7u4OR0dHhIeH1+qd0JSUFHTp0gVubm5wdXWtdgOflpaG7t27Qy6Xw8nJCfPmzRPS/vjjD/j5+aGgoAByuRxyuRyRkZEa79vHxwddu3bF9u3bsXuZ53T1AAAgAElEQVT3bgwfPhxGRkYabRsfHw+5XI7Nmzfjl19+gYODA+RyOWbPni2s4+zsjISEBAwfPhyWlpaQSqW4fPkyAKCkpAQff/wx3N3d4eHhgT59+iA7OxsAsGHDBvTr1w+hoaHw8PDA6tWr0aFDBwwZMkTjYzMzM0OTJk2E/1UNQFTVeWPbuHEjJBKJcL4qzZ49GxMnTsRvv/0m1HlMTIyQnpWVhW7dusHR0RHNmjXD/Pnzq+V94cIF+Pv7w9raGqGhobX6BGjjxo1o2bIlXF1d0bZtW6Smptb9IJ+Dmuq0MiZMTEygra2t8c14QEAANm3aVG35xx9/jPHjxwuvd+7cCS8vL1hZWWHs2LGidWs6b9evX4eBgQH++usvdOrUCebm5nB0dBTSn7WNqWRubv7CDUC2bdsGd3d3uLu744MPPkDfvn2xYsUKIb2mNgQAYmJi0LJlS3h4eKBdu3ZISEgQ0iZMmIDJkycLr48ePQq5XC689vDwwH//+1+0b98e1tbWCAkJqdW1sHnzZvj4+EAul8PX1xfbt28XpddUtsjISEyePBnDhg1Djx494OnpiWPHjgnp+fn5GD58OOzt7eHg4IDhw4ejsLBQSN+9ezdatWqFFi1awNPTE7t27RLSNO0XZs+ejSFDhsDJyUnjY2aMsRcGvSLy8vKoWbNm1Zbn5+eToaEh3blzh4iI/vrrL4qIiKCKigoiIlq8eDH5+vpSQUEBERFNmzaN+vbtWy2fBQsW0IABA0TLioqKyN7entasWUNERNnZ2dSkSRM6ffo0ERHdv3+fLC0tKTY2lioqKujvv/+mZs2a0bp164Q8jhw5QhYWFnU+7tWrV1NUVBR169ZN2G9thIaG0jfffKMyzc3NjRYvXkzFxcVERMJ5+/LLL8nPz48KCwuJiCgqKoo6duxIRESbNm0iMzMzevz4MfXq1YtGjBhBjx49Ih0dHbp7965G5dq3bx/169ePiIiWLFlCU6dOrbaOqjrX1IgRI+i7776rc3pNfv31V7KxsaHs7OxqaXPmzKkWS5Vef/11ioqKIiKiK1eukJ6eHqWmpgrp3t7e1K5dOyooKKDi4mIKDg6mSZMmVcund+/e1cp+6tQpkslklJ6eTkRE27dvJysrK3r8+HGtju15nrea6jQwMJBSUlKIiKhJkyZC7Knzzjvv0OzZs4mIqKCggIqKioiIKCwsjJYvX075+fkEgN5//30qLS2lmzdvkpmZGR08eJCINDtvRkZG1L59e/r999+poqKCysvLhTRN2xh1PD096cqVK7Xejuhp21RTO/PTTz+pjElVHjx4QCYmJrRr1y4iItqwYQPp6+vTihUrhHVqakNOnDhBJiYmlJmZSUREu3btIhMTE7p16xYREY0fP14U20eOHCEbGxvhddVrobS0lPr06UPjx4/XqOxHjx6lJk2aCHV65MgR0tPTo8uXL2tcNrlcTnl5eUREtGjRIurUqZOQf8+ePSkyMpJKSkro8ePH1LdvXxo1ahQRERUXF5NMJhOdN3Nzc+G8VJanpvoqLi4mIyMjOn78uEbHyxhjL5pX5hMQa2trnDt3rtpyPT09EBF+/PFHXL16FU5OToiNjYVEIgHw9F2ud999V3hncerUqfjtt99QVFSkdp8JCQkoLi7GqFGjAAAtWrTAgAEDEBcXJ6QbGBggIiICEokEtra2SEtLw//93//V12GjadOmiI6OxpIlS6Cvr19v+QKAqakpbG1tMWXKFOjp6QGAcN62bNmC8ePHw8TEBAAQFRWFP//8E7m5uZBIJPDy8oJUKoWNjQ28vLxgYGAAQ0NDFBQUaLTv7t27C+dx3Lhxok+OKqmq8xdBeHg4cnNz0aJFi1ptt3XrVsyZMwcA4OjoCGdnZ1y6dEm0TkREBMzNzaGnp4eRI0fiwIEDGuW9YcMG9OrVCy1btgQA9OvXD2ZmZqJ3dhtbTXW6b98++Pr6Anj6+Ell7Knj5eWFzMxMEBHat2+PiIgIAEBGRgZ8fHyE9aZMmQIdHR3I5XK0atVKeKdek/NmamqKkJAQ9OrVCxKJBFpa/zStz9LGVHXy5Mlax9PzdPr0aejo6CAkJAQAMGTIENEnFEDNbcgvv/yCN998E25ubgCAkJAQNG3atFbxOHToUJibm0NHRwdDhw7FwYMHNdpu06ZNCA0NFeq0U6dOuHHjhnB+NSnb66+/DmtrawCAn58frly5AgAoKCjA/v37ERUVBV1dXUilUsTFxeHbb78F8LRPunbtGl5//XUAQI8ePXD37l3k5+drfNxnzpxBaWkp/P39Nd6GMcZeJK/Ug6PKbkhkMhkSExOxePFiLFy4ENbW1pg1axYGDx4M4GlnMXv2bHz99dfCNqampsjLy1N7g1NQUIDCwkLRTUFxcTFCQ0MBPP0Y3srKSrRNfT9C0bt3bwAQ3UjVF4lEgnbt2ilNu3nzptD5AoCVlRUkEgny8vIAAAYGBgAALS0t0Y1HRUWFRvvW1taGoaEhAAjbK6PpTejL4ujRo1i4cCHu3r0LHR0dXL16tdo5q/xyPgBYWFhoPKgrKCjAvn37RPH68OHDWt34NARVdVr18UKZTKZxft7e3oiPj0dycjLatWuHc+fO4e7du8jOzoaPjw/Ky8sBQPQlbV1dXeGLvZqct5qulWdpY6oyNjbWeN2GcPv2bVhYWIiWOTg4iF6ra0NsbW1Fy6ytrYU2RBNVBzxNmjTR+Pt0+fn51fZdta3WpGympqbC/9ra2kIcVT5eVzU/xUdjY2JisGHDBlRUVAjfF9K0bQSAW7duwdLS8oV8/JQxxjTxSg1AVGnfvj3i4uJARNi7dy/efPNNBAUFwcHBAQ4ODhg3bhyGDx9e63wdHBxgb28vvPOlyM7ODrdu3RIt+9///gctLa1qnduLSiqVKl1ua2srugG7ffs2iAgODg7IyspqqOK9Uh48eICwsDD8/PPPGDBgAADA3d292npVBxx37typNshVxcHBAQMGDMCaNWvqp8AvCS8vL2RnZ2PHjh0IDw+HlZUVVq1aBblcDnNzc7Xfx9D0vKm6Vp6ljXmRmZmZVfsU5++//662nqZtCPB0YFA5iKl6Uw9A9B2KSlW/81FQUCB8b0wdOzs75ObmipZdunQJcrkcMplMbdnU5Q1ANMC8d+8ebt++DRcXF+zfvx+fffYZTp8+DWdnZ9y8eVP0poImKj9FYoyxl9Ur8wiWKklJSRg8eDBKSkogkUjg5+cHAwMDoQEfNGgQli9fLnRu+/fv1/iL4EFBQSguLkZ8fDwA4NGjR4iMjMTx48cBPH2MqKSkRHiU6Pbt2+jSpQsOHTok5CGTyVBUVISbN28K67wMBg4ciOXLl+PBgwcAgK+++go9evSo9o7ov9WOHTvg4OCAnJycamkymQw5OTkoKSlBRUWFMKC4c+cOSkpK0LFjRwDA9u3bkZubK5zjSnFxcXj8+P+xd99RUVztH8C/Cwvs0jsrggWliQUEFRR7iQGMBX1RscWSGGP9GY0aW6KJSYwmsSRGfY0xFmyxYdc3GiwRG2I0KhbEKCDSO+zu8/tjZWDdBRZFUPN8ztlzYObOnTv33pmdZ+bObD4UCgW2bNmCbt266VSm/v37Y8+ePbh58yYAICEhAf3799f5Dsrrql69eigqKsKBAwcQFBSEkJAQ/PLLLzrfNXzRenuRY8yrzMfHB5mZmcLrkHfs2FGluxehoaHYtWuXMNQtMjISycnJ6Nq1KwDV8NLr168DUL1VrOQ4W1ZERATy8/OhVCqxefNmYdnKDBw4EPv378fff/8NADh//jx8fHyENq2sbBUxNTVFSEgIlixZAqVSieLiYowZM0a4A/bo0SPY29vDxcUFRISffvoJANT288q+F+zt7fHkyRO1AI0xxl4nb/wdEF9fX8hkMnh5ecHQ0BBisRjfffcd6tatC0D1ppWUlBT4+vpCJBLBzs4OS5YsAQDcvn0bgYGBAFRDLoqLi4Vb/tevX4e1tTX27duHSZMmYdasWdDT00Pfvn2FcbnGxsY4cuQI3n//fUydOhXGxsYYM2YMBg0aJJSvadOmCAsLg5ubGwwMDODh4SEEMK+yKVOmIDU1VRhe4eXlpfY2p3+7vLw8PHz4UOv7+cPCwrBlyxZYWVnBxMQEQ4YMwdKlS1G/fn1MnjwZHTt2hLOzM4KDgzFt2jTMnDkTLi4u6NKlC+RyOXr06IFOnTohMTER3t7emDVrFgDVsI7p06cDANLT03HmzBksXLgQHh4eOHHiBHx8fLBixQqEhoaisLAQRkZG+Oijj3S+avw68/DwEH7rplOnTnjw4AHefvttnZZ90Xqr6BjzOrOyssKKFSswbNgwmJubo1evXggICND56ry/vz+WLVuGvn37ori4GNbW1oiMjBReszxixAjs27cPbdq0gb29PXr06IEDBw6o5dG+fXt06dIFDx8+RNOmTTFv3jyd1u3n54dVq1ahV69eKCoqgpWVFbZv3y4Ms6usbJVZv349xo0bB0dHR0ilUnTq1Elo8379+uHXX39FixYtYG9vj2nTpqFHjx7o2bMn/vzzT9ja2lb6vdCiRQsYGhoiOjoaAQEBOpWJMcZeJSKian5hPWOviREjRsDPzw/jx49/rvn/Vlxvr5/4+Hj4+fmVe4d1/fr1iIyMxI4dO15oPa1bt8ZHH31UrS/aKE/Tpk3x6aefCsMV/21GjhwJqVSKlStX1nZRGGOsyt74OyCMMcZejvDwcDg6OmLx4sW4fv06rl27hlatWtXY+rVdP7t27Rq+/fbbcpfp0qVLlX6T6FU1Z84ctGzZElOnTuXfAmGMvXY4AGGMMfZcZs6ciVGjRsHFxQWGhoZYuXKl2o8w1gYvLy+sXbu2VstQExo2bIhFixYhPDwcUVFR/GvojLHXCg/BYowxxhhjjNWYN/4tWIwxxhhjjLFXBwcgjDHGGGOMsRrDAQhjjDHGGGOsxnAAwhhjjDHGGKsxHIAwxhhjjDHGagwHIE/NmDEDzZo105h+/vx5iEQi3Lp1C7/++iv09fU13j1fUFAAkUiEnTt3Pte64+PjYWtrW+789evXo3///s+V96tuxIgRWLFiRbnzGzRogL/++uu58i6vTQHAxMQEq1evxoMHDyASiXDy5Emd8507dy5kMhmMjIzKLXtOTg5EIhFOnTqlNv3EiRNwcnLSfSOeQ2X98dChQxCJREhNTRWmXblyBd26dUOPHj1w+PBhYfqAAQNw4sQJteUrqldA9SvSEyZMeK6yV7YvVDb/TfPkyROIRKJyf0BQVy/zGFNZf9M2PycnB0FBQejTpw8WLlwoTF++fDk+/fRTteVftL+9SH9kjDH2cnAA8pSVlRWsrKw0pltaWgrzLS0tYWFhAZFIpJZGIpFAIpFoXZ7VnvLaFFC1a0mblqTV1WeffYakpCR07ty53DTGxsY4e/YsWrRoUbVCV4PK+mPJ9JJtB4Cvv/4a06dPx8qVKzF37lwAwPbt22Fra4tOnTppLF9RfVU2n2n/Ab3XVWX9Tdv8LVu2wNvbG7t378batWuRnZ2N+Ph4REREYNasWWrLv2h/4/7IGGOvHg5AntI1AKnopO5V+5Lz8PDAd999hz59+sDf3x/t27dHcnKyMP/AgQNo3rw5GjRoAE9PT+zfv1+Y5+rqiunTp8PT0xNfffUVBg8ejPr16+P8+fMAAIVCgdmzZ8Pd3R0NGzZE7969X/gqbXWrLACxtraGmZkZ9PX1q7Xt3N3d4ejoiHbt2uHKlSsVpp0+fTo6deqEgoICANVXrxVtu5WVFczNzaGvry9MS0lJgY2NDWxtbfHkyROkpqZi8eLF+Prrr6uUty7za5OHhweGDBmiMf306dNo1aoVvLy84O7ujnnz5qnNj4iIQLNmzeDq6oqWLVvi8uXLavO/+uorNG7cGPXq1UP79u1x69YtYd6DBw8glUpx584dBAYGwsrKSu3H+lJSUjBs2DDUrVsXTk5OGDZsGLKystTy37dvH5o0aQI7Ozu899571VEV1aqqfaKkvwGAhYUF0tPTMXbsWCxbtgwGBgYvlHdV5zPGGKt5HIA8ZWlpqXZFuOx0c3NziMXictNUtHxtEovFOHToELZv344///wTVlZWwpChoqIiDBo0CF9++SXi4+MxZ84cDB06VLgya2hoCBsbG6xbtw4zZ87EwoULMWTIEGzevBkAsGzZMkRGRuLPP//EvXv34OrqipEjR9batmpTWXtZW1sDUJ0AVWfb3bx5E0lJSbCzs6sw3fLly3H8+HHs3bsXEokEQPXVa1X7qqurK+Li4nDz5k24urpi4sSJWLhwIczMzKqUty7za5OdnZ3Wsn3wwQf49NNPce3aNcTExOD+/ftISEgAAFy4cAHvv/8+Nm/ejLi4OMyfPx9vvfWWEDSeO3cOn3/+OU6dOoWEhAR4enpi+vTpQt7Ozs7Q19fHoEGDMHfuXKSlpeHu3bvC/PDwcJiYmCA+Ph63b99GRkYGJk+erFa+CxcuIDY2FlevXsX27ds1hsXVtqr2iZL+VlBQgLS0NERGRqJly5bw9fV94byrOp8xxlgtIEZERMXFxZSXl6d1XmZmJhERKRQKys7O1pomOzublErlc6373r17ZGNjU+78n3/+mUJDQ6ucr5eXF61fv174f/78+TR48GDh/4yMDFIoFERElJycTAAoOTlZWPbIkSN0584dkkqlRES0dOlSGjp0KBEReXt704oVK4S8Hj58SCKRiLKysqpUxuHDh9Py5cvLnV+/fn26evVqlfIsUVGb5uTkCNte0r5V9dZbb1VYdgcHB4qKilKb9vvvv1PdunVpx44d5OnpSY8fP1abX131Wll/fDa/hIQE6tWrF7311ls0f/58GjlyZLnLVlSvRET5+flUVFRUpfKWqGxfqGz+82rbti0NHTqUYmJiNOpt8uTJ1L9/f7Vprq6uFBkZSURESqWSMjIyhHlbt24lT09PtfSOjo40b948jfWmpqYSALpz544wLScnR2iflJQUAkBxcXHC/A4dOtCaNWuqtH0v6xhTorL+9uz84uJiGjVqFHXt2pUWLVpE/v7+VFBQoHXZF+1vL9IfGWOMvRziWo5/XhlisRhisfbqMDc3BwDo6enB1NRUa5ryptc2CwsL4W99fX0oFArh/w0bNmDTpk1QKpXCnQ+lUinMl0ql0NPTg6GhIQBAJBIJ89PS0vDZZ59h8eLFautKTk7WetW8NlTUpiYmJsLfJe1bU9LS0jBu3Dg0aNBA48psddVrZf3x2bycnZ2xd+9eZGRkoHv37vj1118xYMAA5OTkYNCgQRg2bJiQtqJ6BSDczXmdbN++HV9++SVCQ0ORk5OD999/H/PmzYOenh7S0tJw5MgRNGjQQEifm5uLlJQUAEB+fj7mzZuHqKgoiMViZGRkaDwnJhKJ4Ofnp7HekuF1Ze+Wle2bJco+QG5gYAC5XP5iG1zNKutvz84Xi8VYu3YtAKBXr15YsmQJpk6divj4eLi5uWHp0qVqaV+kv72O/ZExxt50PATrX+ro0aOYM2cONm3ahOjoaOzdu7dKyzs5OWHx4sWIj48XPunp6WjcuPFLKvGbQyKR4Pr16zAzM9N44La263XKlCmYO3cutm/fDn9/f+zatQsff/zxG/XQtDaOjo5YtmwZbt++jePHjyMiIgJbtmwBoGqT0NBQtTZJSUnBiBEjAACff/45oqOjcfLkSZw7dw7z58/Xug5tJ8KOjo4AoPZsVkZGBm7fvl3dm/hK+uWXX+Du7g6FQoH79+8jMjISsbGxiI6Oru2iMcYYe4k4APmXevToEezt7eHi4gIiwk8//QRA9XpMXQwYMAA//PCD8LDs0aNHMXbs2JdW3jeJsbExbGxssGHDBqxfvx4HDx4U5tVmvR4+fBhyuRy9evVCYWEhzMzMYGRkpHbn63XXqVMnTJw4UW1abm4uOnTogMTERACAm5sb7O3thbsY/fv3x549e3Dz5k0AQEJCAvr374+0tDQAqn3Jy8sLpqamyMnJwaZNm3Tej0xNTRESEoIlS5ZAqVSiuLgYY8aMUbsD9qZKSkrCDz/8gAULFgj9DVDdkSwqKqqRMgwYMAD169evsfUxxhhT4QDkX6pfv36oV68eWrRoge7duyMgIAA9evRAz549dXrr0vjx49G1a1f4+vrCzc0N8+fPF64Iv8k2bNgAmUwGmUyG33//HbNmzYJMJhNeVfvxxx8L81NSUtC7d2/IZDKMHz9eIy9HR0esWbMGw4cPx6NHjwDUXr1mZ2dj9uzZ+O677wAAw4cPx5YtW9C7d298+OGHam/Mep0lJSUJgUMJExMTDB06FF26dEGTJk3QokULtGnTBgMHDgQA+Pj4YMWKFQgNDYWrqyuCgoIQEhIivMRg8uTJOHPmDAICAjB48GDMnTsXIpEIvXv31qlM69evR1paGhwdHeHm5gZTU1MsWbKkejf8FTRu3Dh88803kEqlaN++PXJycjBw4EDo6enB39//pa9fqVTif//7H2bOnCkMM2WMMVYzRPSmj614DcTHx8PPz6/cE//169cjMjISO3bsqOGSvXwjRoyAn5+f1hN0QPVDhJGRkWjatGkNl4zVhsr2hcrmM+3+zceY8pw/fx79+vXDnTt3OABhjLEaxndAGGOM/escPXoUM2bM4OCDMcZqAb8FizHG2L/Osy+AYIwxVnN4CBZjjDHGGGOsxvAQLMYYY4wxxliN4QCEMcYYY4wxVmM4AGGMMcYYY4zVGA5AGGOMMcYYYzWGAxDGGGOMMcZYjeEA5KkZM2agWbNmtV0MrV7lsjHGGGOMMVYVHIA8ZWVlBSsrq9ouhlavctkYY4wxxhirCg5Annrek/zo6Gi0a9cO7u7u8PLywvfff682f9SoUViwYAGWLl0KR0dHmJqaYu3atTVSNsYYY4wxxl41/EvoT1laWsLS0rJKy2RnZyMkJATff/89Bg0ahAcPHsDHxwfu7u7o2bMnAMDT0xOrV6+Gr68vrl+/DktLSyiVypdeNsYYY4wxxl5F/EvoT8nlchQXF0Mqleq8zP79+zFu3Djcv39fmPbhhx9CoVBg1apVAIA1a9Zg6tSpePjwIczMzGqsbIwxxhhjjL2KeAjWU2KxuMon+ImJibC3t1ebZm9vj+TkZOF/kUgENze35w4+nrdsjDHGGGOMvYo4AHkBderUQUpKitq0lJQUODk5qU2TSCQ1WSzGGGOMMcZeWRyAvIAOHTogPz8f27ZtAwDcv38fERERCAsLq+WSMcYYY4wx9mriAOQFmJmZYe/evfj+++/h4eGBkJAQLFmyBIGBgbVdNMYYY4wxxl5J/BA6Y4wxxhhjrMbwHRDGGGOMMcZYjeEAhDHGGGOMMVZjOABhjDHGGGOM1RgOQBhjjDHGGGM1hgMQxhhjjDHGWI3hAIQxxhhjjDFWYzgAYYwxxhhjjNUYDkAYY4wxxhhjNeaNCECSk5NRt25dnDlzpraLwhhjjDHGGKvAGxGAODg4YOXKlRg6dCiKiopquziMMcYYY4yxcrwRAQgA9OnTB1ZWVvj5559ruyiMMcYYY4yxcrwxAQgADB48GJs2bartYjDGGGOMMcbK8UYFIO3bt8fZs2ehVCpruyiMMcYYY4wxLd6oAMTR0RFyuRypqam1XRTGGGOMMcaYFm9UAEJEAACRSFTLJWGMMcYYY4xp80YFIImJiTAwMIC1tXVtF4UxxhhjjDGmxRsVgERFRaFt27bQ03ujNosxxhhjjLE3xht1pr5582YMHjy4tovBGGOMMcYYK8cbE4Ds3r0b6enpGDFiRG0XhTHGGGOMMVYOEZU8uf0ae/z4MXx8fLB9+3a0bdu2tovDGGOMMcYYK8cbEYAwxhhjjDHGXg9vzBAsxhhjjDHG2KuPAxDGGGOMMcZYjeEAhDHGGGOMMVZjOABhjDHGGGOM1RgOQBhjjDHGGGM15pUJQLKysvDOO+/A2toaZmZmaNiwYW0XiTHGGGOMMVbNxLVdgBLbt2/H7du3ER8fD3Nz89ouDmOMMcYYY+wlqPU7IA8ePIBMJsOUKVNw9+5duLm5QSaToWfPnkKaUaNGYcGCBVi6dCkcHR1hamqKtWvXCvM3bNiAZs2awcPDA35+fjh+/Lgwz9XVFdOnT4enpye++uorDB48GPXr18f58+drdDsZY4wxxhhjr8AdEGdnZyQlJeGbb77BqVOnsHv3bo00np6eWL16NXx9fXH9+nVYWlpCqVQCAP7880+MHz8eFy5cgJubGw4cOIC+ffvizp07sLOzg6GhIWxsbLBu3Tq0a9cOt2/fxn//+19s3rwZrVq1qunNZYwxxhhj7F+t1u+A6MLCwgJJSUlYvXo1LC0tAQB6eqqi79y5E3379oWbmxsAICgoCM7OzsJdEJFIhJYtW8LBwQESiQQuLi6wtbVFampq7WwMY4wxxhhj/2KvRQAiEong5uYGMzMzjXmJiYmwt7dXm2Zvb4/k5GThf6lUCj09PRgaGgr5ldxBYYwxxhhjjNWc1yIAAQCJRKJ1ep06dZCSkqI2LSUlBU5OTjVRLMYYY4wxxlgVvDYBSHlCQ0Oxa9cu3L59GwAQGRmJ5ORkdO3atZZLxhhjjDHGGHtWrT+E/qL8/f2xbNky9O3bF8XFxbC2tkZkZKTwrAhjjDHGGGPs1SEiIqrtQjDGGGOMMcb+HV77IViMMcYYY4yx1wcHIIwxxhhjjLEawwEIY4wxxhhjrMZwAMIYY4wxxhirMRyAMMYYY4wxxmoMByCMMcYYY4yxGsMBCGOMMcYYY6zGcADCGGOMMcYYqzEcgLziLl++jP79+1d5uSdPnkAkEiEjI6PcNN26dYNMJoNIJMJff/31IsUs10cffYRu3bo917IxMTFo1aoVzM3NYWFhgSFDhlQ5j4EDB2LatGlVXq53797PVSc7duyAt7d3ufOzsrIgk8lgY2MDW1vbKuevVINCVmEAACAASURBVCrRtWtXfP3111VeljHGGGPsVSCu7QKwil25cuWl5X3s2DEAgEQieWnrmDhxInJzc59r2SVLlqBp06Y4e/YsxOKqd9WIiAhcvXoVGzZsqPKyL6vezc3NkZSUhD///BMhISFVXl5PTw8bNmxA06ZN0atXL3h6er6EUjLGGGOMvTyv/R2QiIgItG3bFp988gnq1auHBg0aYP369WppGjVqhOPHj2PYsGGwtbWFRCLB7du3AQD5+fkYOnQoXFxc4OzsjEGDBiE/P19Y9saNG2jTpg0aNWqE4OBgzJo1C2FhYQCAMWPGYNSoUQgICEBYWBhmz54NT09PrFixQlj+q6++QuPGjVGvXj20b98et27d0nnbPvvsM0yYMAGRkZGQyWSQyWRqJ9NxcXHo3LkzGjZsiHr16uGLL77QyGPHjh3w9PSEg4MDJk+eDKVSqfP6IyIi0KxZM7i6uqJly5a4fPmyzsuuWbMGMpkMzZo1w4QJE9TmJSUlQSwW45dffsE777wDLy8vvPvuuyAiAMDWrVshk8mwfft27Ny5E05OTpDJZPjss8+EPDZs2IBmzZrBw8MDfn5+OH78uNo6FAoFZs+ejfnz58PQ0FBrGT08PDTuquTl5UEmk+H+/fvo1KkTZDIZmjdvrpbmwIEDaN68ORo0aABPT0/s379fbb5IJMKsWbNQr1491KtXr0oB0OPHjzF48GC4urqiQYMGmD59OhQKhVqaunXrYuTIkWr1wRhjjDH22qDX3Pbt20kikdCaNWuIiOjUqVMkFospMTFRSBMcHExubm60dOlSKiwsJCIipVJJRERffvkltW3bloqKiigvL4+aN29O3377rbBs586dadq0aUREdPPmTbK1taWwsDAiIho3bhz17NmTiouLycTEhNatW0dHjhwhb29vIiL6888/yczMTCjLmDFjqHfv3lXavgULFlBoaKjWeT179hTKdvfuXTI0NKTLly8TEVFKSgoBoPfee48UCgU9fPiQHBwcaNeuXRr5GBkZ0dWrV9WmnT9/nszNzSk2NpaIiPbs2UN2dnaUn59fpfL/+OOP1LVrV7VpJWX77LPPiIgoLy+P7O3t6dixY2rpgoOD1dqixNmzZ8nMzIxu3rxJRET79+8nMzMzevz4sZDm1KlTZGpqSkVFReWWLTAwkD788EOt8/T19TXqhIiosLCQzM3Naf/+/UREtGnTJrKyshL60/bt28nQ0JDWrl1LRETHjx8nQ0NDSkpK0tgGGxsbjfzfeecdGjlyJBUXF1Nubi4FBgbSkiVLNNJdvHiRjIyMKDc3t9ztY4wxxhh7Fb32d0AAwNjYGKNGjQIAtGvXDg0bNkRUVJQw38LCAnXq1MGUKVOEq+EikQgAMHXqVBw+fBgGBgaQSqVo166dcJdCqVTijz/+EK6Su7m5ISgoSMhXJBKhZcuWEIvFsLa2hpeXF2xtbZGamgoAaN26NR48eACZTAZA9cxFVe6AVOa3337DggULAAANGzZEo0aNNPL/4IMPoKenB0dHR4SEhOB///ufTnlv2rQJPXr0QLNmzQAA77zzDiwtLTXuNLyIYcOGAQCkUimaNGmCu3fv6rTczp070bdvX7i5uQEAgoKC4OzsrFa2M2fOoE2bNjAwMCg3n6ioKLW7VbowNDREQkICevbsCUDVpunp6UhJSRHSmJiYYOTIkQCALl26wNnZGadPn64074yMDOzbtw//93//B7FYDGNjY3zwwQfYsmWLRlofHx8YGBjg4sWLVSo/Y4wxxlhteyOeAbG3txcCCgCwtrZGenq68L9IJIKfn5/WZe/fv49Zs2YhLi4OhoaGuH//Pnr37g1AdUKoUChgY2MjpHd2dhaGbwGqk2dANTa/JLgpGeaUn5+PefPmISoqCmKxGBkZGWrlfFGnTp3C119/jfT0dIjFYty/f19jiJWjo6Pwt42NDR4+fKhT3mlpaThy5AgaNGggTMvNzVU70X5RFhYWwt/6+voaQ43Kk5iYiDp16qhNs7e3R3JysvD/48eP4eDgUD0FfcaGDRuwadMmKJVKYdhY2XovebC/hI2NDdLS0irNNz09HUSEoKAgYXmFQgETExONtCKRCDKZDElJSS+6OYwxxhhjNeqNCEBK7jiUSEtLg7W1tdq08h60HjZsGFq1aoXNmzdDX18f77//vjDPwsICenp6yM7OFqY9evRI53J9/vnniI6OxsmTJ2FqaootW7bg008/1Xn5iuTk5CAkJASbN29GaGgoAMDd3V0jXVpaGuzt7QGo6snOzk6n/J2cnBAaGop169ZVS3mrU506dTQCoZSUFDg5OQn/V2egV9bRo0cxZ84cXLx4EY0aNUJiYqJakAdAI9jQtd4dHR0hEokQFRWFevXqVZqeiF7adjLGGGOMvSxvxBCstLQ07NmzBwAQHR2N+Ph4dOjQQadlHz16hFatWkFfXx937tzBsWPHkJOTA0B1Vb5Vq1bYunUrAODu3bs4dOiQzuV69OgRvLy8YGpqipycHGzatEnIW1fm5uaIj49HUVERlEqlcHKbmpqKoqIi+Pv7AwD27NmDpKQkjfxLAojU1FQcPHhQ51fi9u/fH3v27MHNmzcBAAkJCejfv79OV/JfttDQUOzatUu4ExUZGYnk5GR07dpVSPPsHRFtOnXqhIkTJ2qdZ25uLgxny87ORmFhIQBVm9rb28PFxQVEhJ9++gkA1Oo9JSUF+/btAwCcPXsWjx49Qrt27SrdLiMjI7zzzjv46quvhLsr33zzjbCOsogIycnJwvA+xhhjjLHXxRsRgHh5eeH48eNo0qQJBg4ciLVr1wpX/Svz+eefY86cOWjfvj2++uorfP/994iMjBR+Z2H58uXYtm0b3Nzc8PHHHyM8PFznq86TJ0/GmTNnEBAQgMGDB2Pu3LkQiUTCEC9dhIWFwcDAAFZWVpDJZFi4cCEAoH79+pg8eTI6duyIzp07Iy4uDtOmTcPMmTPxv//9D3K5HIDq2RBvb294e3tj8ODBwjMsY8eOFd6sVVhYKLzxadasWQBUzxisWLECoaGhcHV1RVBQEEJCQjTuLGmTkpIi5P3xxx8jKipK+D8+Pl7nbS+Pv78/li1bhr59+8LDwwNffPEFIiMjYWlpKaRp164dzp07h+Li4nLzSUpKKjegmj9/Pt577z1YWFigZcuWSEhIAAD069cP9erVQ4sWLdC9e3cEBASgR48e6NmzJ548eQK5XI42bdrg8OHDaNKkCcLDw7Fu3TrhNz+aN28OmUyG4OBgpKWlCfUSGRkJAFi9ejXS0tLg6uoKV1dXnD17Vmt/uXz5MuRyOXx9fZ+7HhljjDHGaoOISgaxv6Z27NiBTz/9FFevXq2R9U2fPh05OTn44YcfamR97PkoFAohOBkwYEBtF6faTZ06FYmJidi8eXNtF4UxxhhjrEreiGdAXmYMtXLlSmzfvh3Hjh1Dfn4+9u3bh08++eSF8/3tt99w4MCBcud/8MEHr+zV7UWLFuHOnTvlzv/uu+9gampagyXSpK+vj4ULF2L+/Pno3bt3ub8F8jp6+PAh1q1bhzNnztR2URhjjDHGquyNuAMyf/58/PXXXy8l/6ysLLz77ru4cOECxGIxevXqhSVLlkBfX/+lrI9Vr4EDB8LZ2RmLFy+u7aJUC6VSie7du6NHjx74+OOPa7s4jDHGGGNV9toHIIwxxhhjjLHXxxvxEDpjjDHGGGPs9cABCGOMMcYYY6zGcADCGGOMMcYYqzEcgDDGGGOMMcZqDAcgjDHGGGOMsRrDAQhjjDHGGGOsxnAAwhhjjDHGGKsxHIAwxhhjjDHGagwHIIwxxhhjjLEawwEIY4wxxhhjrMZwAMIYY4wxxhirMRyAMMYYY4wxxmoMByCMMcYYY4yxGsMBCGOMMcYYY6zGcADCGGOMMcYYqzEcgDDGGGOMMcZqDAcgjDHGGGOMsRrDAQhjjDHGGGOsxnAAwhhjjDHGGKsxHIAwxhhjjDHGagwHIIwxxhhjjLEawwEIY4wxxhhjrMa8EgFInz594O3trXXeqVOnIBKJcOLEiZdejh9++AFGRkYvfT0AcPv2bYhEIhw7dqxG1sfUOTk5Yfbs2bVdjH+VIUNyERiYXdvF+Nfr378/unXrVtvF4H2QVcmKFYUQi9NrfL1//aWASJSOU6fkL5RGF1999RXs7OxgbW39QvlUlz59+kAkEpX7uX37Nv766y+IRCKcOnWqWta5du3aCtcpEokwcOBAALodQ2xtbbFw4cJqKVuJ7777rsLy2draPvf6hwwZgsDAwGot76tKXNsFeJWYmprC1NS0totRZfb29oiOjkaDBg1quygvzb9hG980AwbkIDjYECNGGFZrvitXFuL8eTnWrzep1nz/Ld5//30UFhZWa54DBgxAcHAwRowYUW4a3ofZq8DePgPR0eZo0OCVuP4qKCoqwuzZszFixAhMmDChtosjaNSoEVatWqV1Xt26dVFQUIAff/wRjRs3rpb1BQUF4ejRo8L/S5cuxaVLl7Bx40Zhmkwm0zm/JUuWoFmzZhWm0eX4pc3u3bthYqL5PWRoWPqdp8v6q+ratWsIDg5GfHx8teZb0zgAKeN1DEASEhKQkpJS28V4qf4N2/gmunhRgeDgl5Hvi11l/Lfr3r17ted58eJFBFfQ2LwPs1dBQoISKSlU28XQKjs7G3K5HG+99RaaN29e28URmJqaVnjHVCqVYuzYsdW2PkdHRzg6Ogr/R0RE4Pr1689913b48OGVpqns+FWejh07wtLS8oXXX1UXL16s9jxrw6t1CUBHly5dwltvvQVbW1uYm5ujX79+uH//vjB/5cqVcHBwwN69e+Hg4IBp06YBAFJSUjBs2DDUq1cPxsbG8Pf3Vxva5e7ujmHDhgn/r127Fk2bNoWxsTFsbW0RGhqKf/75R2uZBg0ahK5du6pN8/DwgIODg9q0gQMHqnX03NxchIeHw8zMDBYWFpgyZQoUCoUw/8KFC+jevTtsbW1hamqK1q1bC8O2Tpw4gfr16wMAGjZsiD59+miU6/jx4xCJRDhz5oza9CtXrkAkEuHw4cMAgNOnT6NDhw4wNjaGqakpunTpgvPnzwvpQ0JCEBISopbHxo0bIRKJkJOTo7VOSvL18fGBRCKBl5cXDh06hMDAQIwbN05IU1F76rKNz1v3+vr6+OyzzyCTySCRSBAUFITHjx8L8yvrL3///TdEIhF+//139OnTB7a2tnBwcMCECRPU2rCs9u3bo0ePHhrT+/bti4CAAABAYWEhpk2bBmdnZxgaGqJ+/fr45JNPIJeXnnibmprim2++Uctj9OjR8PPz07peQHVHIiwsF3Pn5sPUNB2RkcW4cEE1dODCBfXyNm6ciY8+ygcA/PhjIeztM3DunAJt2mTBwiIdLi6ZWLeuqNx1iUTpuHdPiXffzYWlZYYwXSwGdu0qhrt7JoyM0tGsWZbauhUKYO7cfDRunAmpNB1OThn48MM85Oaq5nfqlI2ffy7CL78UQSRKR0yM9np++JAQFJQDqTQdjo4Z+PTTAsycmQ9398wydZiOb74peKYOc+HnlyX8n5JCGDYsF/XqZcLYOB3+/lk4caK0Ha5dU9Xfvn3F8PLKROvWWWjfPhs9emgONevbNwcBAVka00ts2bIFLVu2hJmZGWxtbfHOO+/gzp07amlWr16N+vXrQyqVonPnzrhx4wZEIhG2bdv2tP4UmDt3Lho3bgypVAonJyd8+OGHyC2pQKgPwdK1D1d0LBSJRLh37x7effddrV/GFe3DL7oPalNZH2rXLhs9e2q2T1BQDtq2VU2Xy4H58/Ph4aHKw80tEz/+qH7XyMEhA8uWFeKjj/Lh5JQBC4t09OqVg6Sk0hPcR48IISE5MDZW9cPFiwswe3Y+mjQp7YfP08cAICpKjg4dsmFpmQEzs3QEBmbjjz8qDs4vXVLgrbeyYWubAXPzdPTrl4P795UAgDt3lDAxSceKFaXbmZlJcHDIwIQJeTrVLQCEheXiP//JwfLlhWjQQLVNwcE5SE0lfPRRPhwdM2Bjo8qTnlbVt98WwMYmA0eOyOHllQlT03Q0bJiJDRvKP8bo0kZlnTghR/36qnpv2DATffqovrcuXFCge3dVnZiapqN16ywcO6ZZj8nJhF69cmBikg5b2wxMn54PpbL8uo6IKEKrVlkwNU2HTJaBKVPykJ+vPe2xY8eEYTsDBgyARCIBANjZ2eG7775DUFAQJBIJMjNV5f/vf/+LJk2awMjICDY2NggPD0dycrKQX1hYGP7zn/9g+fLlaNCgAYyNjREcHIzU1FR89NFHcHR0hI2NDSZMmACiFwvIyg7B+uSTT2BhYYGiIvV2+/rrryGRSJCVlfW0biLQqlUrmJqaQiaTYcqUKcgvr3IqUdkxpOwQKG3nhs8ev+bMmQMLCwuN8nz//feQSqXIyMhAVTw7BKuyYzgAiMVi7Nq1C+7u7jAyMkKzZs1w4cIFAMD8+fMxfPhw3L9/HyKRCN99912V6+yVQa+A3r17U9OmTSk9PV3jc/DgQQJAv//+OxERJSQkkLm5Ob399tsUGxtL58+fpw4dOlDjxo2poKCAiIhWr15NxsbG1LVrVzpw4ADdvXuXFAoF+fr6UuPGjen48eN0/fp1Gj9+PEkkErp69apGmf744w8SiUS0evVqun37Np07d446dOhAAQEBWrdh7dq1ZGJiQsXFxURElJSURFKplOzs7OjmzZtCOkdHR/r2228pLi6OAJC3tzctX76cYmJi6OuvvyYAFBERQURE+fn5ZGNjQyEhIXT58mW6du0aTZw4kUxMTOiff/6hoqIi2rp1KwGgS5cuUVZWlka5lEolubi40NixY9Wmz549m+rWrUsKhYJu3rxJEomEBg4cSFeuXKErV67QO++8Q2ZmZvTgwQMiIgoODqbg4GC1PH799VcCQNnZ2VrrpKT8HTp0oMuXL9OJEyfI29ubHB0d6cMPP9SpPXXZxqrWPRFR3bp1yd3dncaPH08XLlygnTt3koWFhVBPuvSXkjZs0aIFnTlzhoiIjh07RgBo69atWutk/fr1pKenRw8fPhSm5eTkkFQqpVWrVhER0ciRI8na2poiIiLo9u3btHHjRjIzM6MpU6YIy5iYmNDixYvV8h41ahT5+vpqXS8R0eDBOeThkUEhIdl08mQxPXmipPPn5QSk0fnzcrW0jRpl0NSpeUREtGZNARkaplFwcDY9eKAgpZJo3rw8MjBIo3/+UWpd1z//KAlIo+XLCyg1VZUmPDyHGjbMoB49sigqqpiiooqpefNM8vTMEJZbvDifDA3TKCKikG7dUtCRI8VUt246TZqUS0REGRlK8vXNpIEDcyglRUlyudbVU+fOWeTklE7HjxfT9esK+uCDXHJ0TCcvr8wydZhGixfnP1OHOeTrq0qjUBD5+mZS48YZQj7jx+eSRJJGV6+qVnzrloKANGrZMpPWrSuk2Fg5rV9fSHp6afTwYWnd5OQQSaVptGpVgdbyRkdHk0gkok8++YT+/vtvio6Ops6dO1OLFi3U0gCgCRMm0N9//00bNmwgb29vAkDbt29/Wn+LydDQkCIiIujWrVt05MgRqlu3Lk2aNEnIJzQ0lLp27UpEuvXhyo6F//zzDwGg5cuXU2pqqsa2lbcPV8c+qE1lfWjZsgIyMEijjIzS9snIUJKhYRotW6Zqn8mTc8nYOI1++aWQ4uIU9OOPqn1g7drS9qtbN53q1k2ndesKqbiY6MEDBdWpk04ffJArpAkKyiZHx3Q6cqSYrlyRU0hINjVunCH0w+ftYzk5RObmafT++7l0/bqCrl2T0wcfqMqclqZ9n0xIUJC5eRq9/XY2xcbK6fx5OXXokEWNG2fQ069OWro0nyws0ik5WZXHhAm51LBhBuXk6Fa3RKr9XCZLp9mz86ioiOjqVTmJxWnUuHEGrVpVQHI50dGjxQSk0cGDRUREtHx5Aenrp1GPHln06JGSCgqI5szJIz29NLpxQ6GWpoQubVRWURHR1q2FBKTRpUtyysoiys8nsrFJp5CQbLp8WU7Xrslp4sRcMjEpPbZdvao6Rrq5ZdDy5QV06ZKcPv88n4A0WrmyQC1NVJTqO2j37iIC0mjGjDyKi1PQgQNF5OSUTkOG5JRTtiK6efMmAaB169bRkydPiEj1neXp6UnTp0+nM2fOUHFxMW3YsIFEIhF98cUXdPPmTTpx4gR5eHiQr68vKZUlx9pwkslkNHv2bCoqKqKrV6+SWCymxo0b06pVq0gul9PRo0cJAB08eFBrmYhU52Zlj0HaXL16lQBQVFQUxcbGEgA6cOCAWppWrVpRv379ntbNbgJAM2bMoLi4ODpw4AA5OTnRkCFDtOY/atQoql+/vtZ5lR1DiIhsbGxowYIFRKT93PDZ49e9e/dIJBIJ52ElAgMDaeDAgURE9O233xIASkpKovz8fI2PvMwXU9n163IMDw8Pp4YNG1KPHj0oKiqKoqKiqHnz5uTp6UlERLm5uTRx4kRydnamlJQUys9X/w57nbwyAQiACj8lAciMGTPIwsKC0tPTheUTEhJIT0+PNm7cSEREa9asIQC0b98+Ic2hQ4fU8iFSfcG5u7vT6NGjNcr0ww8/kFQqpaKiImFaUlISnTt3Tus2xMfHEwA6f/48ERFFRERQQEAAvf3227R27VoiKv2y/+uvv4S/p0+frpaPk5OTcKJZVFREsbGxwsGIiCgrK0vt5KAkQLt371659btw4UKysrKiwsJCYZqnpyfNnDmTiIgmT55Mtra2atuanZ1NEomEFi5cSETPF4Bs376dANC1a9eEaVFRUQRACEB0ac/KtrGqdU+kOnC1bt1aLZ8hQ4aQj48PEenWX0ryLKmjEi4uLjRt2jStZc3LyyMLCwu14CEiIoIkEgllZGTQkydPSCwWC4FSiU8++YRMTEyENnyeACQ8PIcMDNKEgICIdA5AgDQ6dapYmJ+QoDop2r+/iLTJzycC0ujnn0v7XHh4DkmlafTkSen6165V5Z2ZqZqWmKik2Fj1svzf/+WpBSlt2mTS8OHav8iJSoOfkpMDIiKlUrVNVQlADh1SnUT8/nvpdisURO7uGTR6tOqEKy5OVQ8ldUVElJdHZGGRrpZ3REQhSSTqJ71lZWZm0oULF4Qgmoho7969BICSk5OJiOjDDz8kBwcHtS+3BQsWqH15JSYmUmxsrFre//d//yd8eRFpD0Aq6sOVHQvz8/MJAP38889at41I+z5cHfugNpX1oUePlKSnl0abNpX2zV9+KSR9/TRKSlJSZqYqGJk3L08tj9Gjc6lx49J+WLduOnXrpn5BZOTIHGrVStV/kpJU6ynbD7OyiCwtSwPh5+1j168r1E54iYiKi4lOnCim3NJYQM2MGXlkYZFO6emlfTAhQUF6emm0cWOhsG5//0waNiyHrlxRBQ7Hj5euQ5f9Mzw8h2xs0qlMdyEfn0y1fY+IyM4unRYtUu0jy5cXaGxPYSGRqWkazZmTJ6QpCUB0baNnHTyoqu9791RBTVERUWysXO2YlJWlOnZt3aqqk5LgYto09XUFBGRR27ZZamlKyu/vn0kdO6r3jY0bC0kkSqMHDxRay5aiGhsm7MtEqn3k2WO6t7c39e7dW21aSTBx6tQpIlKdxNrY2Kjtsz4+PuTl5aW2nJ2dHS1atEhreYhU52bNmjWj7OxsjU/O06i0bABCpDq3GDNmjJDH/fv3CQDt2LHjad34U8eOHZ+pm40kEomEC55lVRaAVHQMIVIPALSdG2o7fnXr1k3tfCcxMZH09PTo8OHDRFQagJT3KfvdXHb9uhzDw8PDSSqVqp33rV27lgBQZqZqH/r444/LrZPXySszBKtRo0b4/fffNT7Lli1TS3fu3Dm0bt1a7Va/s7MzXFxcEBMTo5a2ZEhLyXJGRkbo2LGjME1PTw/t27fXWA4AunTpApFIhA4dOmDNmjWIj4+Hg4MDWrdurbX89evXR6NGjXD69GkAwMmTJxEYGIiAgABERUUBAP744w/UqVMHXl5ewnJt27ZVy8fe3h7Z2aphAAYGBigqKsL48ePh6emJOnXqwNXVFQCQlpZWTk1qevfdd5GVlYX9+/cDUD3A9PfffwsPXF28eBG+vr4wMDAQljE1NYW7u7vWutHVjRs3YGlpiSZNmgjTAgMD1d4QUZX2LM/LqPuq9Jdnx+taWVkhPV3721qkUikGDRqEX3/9VZi2Y8cO9O3bFxYWFrhy5Qrkcjn8/f3VlvPz80Nubi7i4uJ0qpPyuLvrw9pa9FzLNm9e+siYlZXq0JGeXrXb9+7u+rCxKV2/vb0qn6fVDltbEQ4eLIa/fxacnTMgk2Xgp58KkJam+3r+/ls1dMjbW1+YJhIB/v5Ve+Tt3DkFjIyAjh1Ll9PTA9q3N0BMjPoQjYCA0jRSKTBokCF+/bV0GMKOHUXo29cQFhba697c3Bz37t1DUFAQXFxcIJPJhLHDJfv6jRs3EBAQAH390u3q27evWj62trY4ePAg/P394ezsDJlMhp9++qnS40VFfbiqx8KqqK59sKzK+lCdOiJ06CDGrl2l7bNzZxG6dhXDwUGEmBgFioqAHj0M1PLt1EmM27eVKDvitOw+Aaj2i5J9Ii5OAaUSaNeuNI2ZGdCtW+n/z9vH3Nz04O6uh/DwXHz5ZQEuXVJAX1+Vj7Gx9no5d06O1q31YWlZ2gednfXg4qInDGXU0wP++18TbNtWhP79czBqlBG6dCldr677Z8OGeijzdQJzcxE8PNRPN8zNRcjMVF+uZcvSdRkaAo0b6+P2bc1xTlVpo4oYGABFRcD48Xnw9MxEnToZcHVVDbF5dpvat1dv64AAMW7c0BwCqlSqhnVpls0ARMCVK9qHjZan7HlMcXExYmNjtX4/AFDbLxo2bKj2nW5ubg4PDw+15czNzYVhXeW5evUqzMzMND7PDnEuvIrCVgAAHWxJREFUERYWhj179kD5dHzazp07YW5ujuDgYCiVSly4cEFjGHKnTp1ARLhy5UqFZdGmomNIecrWqTajR4/G4cOHhaFcO3fuhKOjo8ZzKEePHsXZs2c1PuHh4Vrz1eUYDqgeB7CxsVHbJgCVbtfr5pUJQExNTdGpUyeNj4+Pj1q6rKwsHD9+HBKJRO1z584dJCYmqqW1sLBQW66wsBBSqVRtuZ9//lljOUDVAc6ePYtGjRphxowZaNiwIfz9/REdHV3uNnTr1k14Fd3JkyfRoUMHtGvXTu0k+NkHQJ99g4JIJBLGZMbFxaFLly4oKCjAxo0bcenSped6+MjR0RFvv/02NmzYAEB1wtu2bVu4ubkJdWNubq6xnJmZ2Qt1+NTUVJiZmWlML7tjVaU9K1LddV+V/iKVSjXKQxWMqx09ejRiY2Nx5coV5Ofn4+DBg3j33XeF9QLQaI+SenzRA1B5J8C60LKZqOrwYRMT9fWLRCX5qDKaMCEPCxbkY/x4Cf74wxwxMRYYM6Zqr8bOzlblZW6uvi4zs6pte1YWobAQkErTIZGUfn7+uRCJieonRc/W6+jRRoiNVeDKFQXy84GDB4vx7rvlb8fWrVsxYMAAtGnTBgcPHkRMTAx++ukntTTa9qey+xIATJgwAQsWLMD48ePxxx9/ICYmBmPGjKl0Wyvqw89zLNRVde2DZenSh8LCDHHwYDEKClTB75EjxRg82OjpelXr79w5W63d331X9aBDUlJp21e0T6Smqv54tt/Z2JR+7T5vH9PXB6KizPGf/xhizZpC+PpmoUGDTLWg91lZWYTjx+Vq65FI0nHnjlJtXU2a6KNdOzHi4pQYNUq93nTdP42MNPc1iURzWtnjh0gEjeDJxESEjAzNg0xV2qgicXFKdOmShYICwsaNprh0yQIXL1poTfvsPm5iAuTmapYtL0/1fMq8eflqZWvUSBXYPNuulSl7HpObmwulUqnT94O2nxQoebakrIq+qwCgcePGiIqK0viUfVNVWWFhYXj8+LFwQXDHjh3o168fJBIJ8vLyIJfLMW/ePLV9ulGjRgBQpe/8EhUdQ8pTtk616du3LywtLbFlyxZhG4YNGwY9PfVTZj8/P/j7+2t86tSpozVfXY7h5W0TUHlbvW5eu7dgWVhYIDAwUOPLGYDWk92yy0kkEly+fFljXtlotKzmzZtj48aNUCgUwgNWwcHB+Oeff7Tu3F27dsWkSZOQkpKCGzduoF27djAyMsKDBw/w6NEj/PHHH/jss8903tatW7dCLpdjy5YtwoEjISFB5+XLGj16NMLCwpCdnY0dO3Zg4sSJwjwLCwvhxLesrKws4W0U2nbqyh4aKzngPKvs1djnbc9nVXfdP09/0ZWvry98fHywbds2tGzZEtbW1sJD9CUHxmfbo+T/kvklB6SynuchPi3ZPM2r5g90CgWwbl0hZs+WYsiQ0tcYPnuVtDIlQU7ZB2MBzbs12ra9bBVaWIggkQCXL2t+WVXWBXx99eHjo49t24rQsqUY1tZ66Nq1/MPtmjVr0KVLFyxYsKBMWdTbU9v+VHZfUigUWLduHWbPno0hQ4YI0yu7wqmLio6FL8vz7IO69qHQUEOMH5+HI0eKkZenmte3r8HT9ao6xsaNJmjWTLPNnJ11u25Xcq5Xkn+JtLTSE9AX6WN2diIsXizF4sVSXL+uwJIlBRg2LBdNmujD11dzYQsLEQIDxfjpJ83XhpYNkg4cKMapU3J07SrG5Ml5iIoyg55e9e2f5SFS7bNlz72ysgj162vWd3W10datRZDLgS1bTIX2SkjQHiA8G2zk5BBMTTUPIsbGqjsrkyZJNAI4AHBweP6LQCYmJtDX16/0+6E6mZiYVOl3KTw8PNC8eXPs2rULjRo1wtmzZzFv3jwAgLGxMQwMDDBp0iSMGjVKY9ny7qrUNENDQwwZMgTbtm3DoEGDEBUVhdWrV79wvpUdw/9tXpk7ILpq3bo14uLi0KhRI3h4eAgfPT29cqPOkuUKCgqgUCjUlit5U8yzzp07h7NnzwJQfdl17NgRCxYswJMnT5CUlKR1HV26dEFSUhLWr1+Ppk2bwsrKCsbGxvD29saWLVtw7969Kr1KrqCgACYmJmpXLUrehf1sMFBZZBwcHAxra2t8+eWXuHPnDsLCwoR5fn5+uHDhgtqbKzIyMnDjxg20atUKgOqK/LNvf6jsdqmrqytSU1PV3uRz+vRptddxVqU9K9rG6q77qvaXqho1ahS2bduGrVu3ql1ZadGiBcRisXD1qMTZs2dhYWEhDMHT1h6xsbFVLkfJXYKyVxkfPyYkJlbfSYWuFArVlcOyQ7Sys4G9e4s18qkoX3d3VV1evlw6hEWhAM6cUR/SYm6ueXU1NrZ0eETr1vooKAAUCoKHh57wkUoBJ6fKD52jRhlh27YibN1aiGHDDKFXwSIFBQUaV8I2bdoEoLTfu7q64vz582r7wa5du8psowJyuVwtn+zsbOzdu/eFrpzpeizUZR1VKcfz7IO69iE7OxG6dBFj//5i7N5djOBgA2FfaNFCH0ZGqv2gbLvb2IhgZyeCrr9V6+qqCgKio0v7VHY21N6w9Lx97N49JfbsKRb+b9JEH6tWmUBfX/WjeNq0bi1GXJwCjRrpqa1LT081LK2kfGPH5mHmTCk2bjTFtWsKLF9eWKW6fREnT5ZuU04OcPOmAh4emsHUi7ZRSXkLCggmJiKUvTGwcWORWpoSz/7I4PnzCnh5aZZNT091ASI+XqFWNhcXPRgaAlZWzx+AGBgYoEWLFlq/HwAI39e1LSwsDPv378fevXthb28vXGDT09ODr68v4uPj1fZpFxcXGBoawsrKqtbK/OyxafTo0Th79iy+/fZb+Pv7C9+9L6KyY3hVvAl3Q167AGTs2LHIycnBiBEjEBMTg7i4OCxcuBBeXl6VDo/y8fHBkCFDcPLkScTHx2PLli3w8fHBypUrNdIfOnQIvXv3xs6dO3H37l3ExMRg2bJlaNCgAerVq6d1HTY2NvD29sby5cvRvn17YXpgYCCWL1+OZs2aVekHdNq0aYOUlBRhyMEPP/yA6Oho2Nvb48qVK8jKyhJ22P379+P69evl5iUWizF8+HB8/fXX6Nevn9ot3HHjxiEvLw+jRo3CrVu3cPXqVQwePBjm5ubCOHRfX1+cP38esbGxICIcOnQIhw4dqrD8wcHBkEqlmDRpEm7cuIHTp09j6tSpaoGFLu2pyzZWd91Xtb9UVXh4OB4+fIjdu3er/fiRtbU1Ro4ciUWLFmHPnj1ISEjAhg0bsHLlSkyePBlisepqn6+vL3bv3o3U1FQUFRVh0aJFSE1NrXI56tXTg62tCBs2FEIuVwUiEybkPfdzIiUkEtXwlJMnixETo0BxceXLGBqqntv45ZdC3L2rRGysAiEh2QgKMkBaGuHmTSXkctU4+8uXFYiJUQjDXMqqX18PbduKsXBhPg4dKsblywoMG5arkc7XV4zdu4uRmkooKgIWLSpAamrp1c9u3Qzg46OPIUNycfKkHPHxSmzZUgQfnyysXFmgkd+zwsMN8fChErt3F2PEiIrPiNq0aYOjR4/i3LlzuH//Pj744APh7uOFCxeQn5+PAQMGICEhAXPnzsW9e/ewZcsW7N27t0z9GcLb2xu//PIL7t69i9jYWISEhCAoKAhpaWm4efOm2qucdVXZsVAikUAqleLkyZOIiYlBsZbG1vU4Vdbz7IO69iFANQzr8OFiHD5cOvwKUAWm771nhHnz8rF1axHu3VPixAk5unfPxvDhmv2oPC4uemjZUh+ff56Ps2fluHFDiaFDcyCTle5bz9vHEhKUCA3NwZIlBbh5U4lbt5RYuDAfenrqz4qUNXasEXJyCCNG5CImRoG4OCUWLiyAl1cmoqNVlTJ9eh6kUmDGDAlkMhG++EKKWbPycPeuskp1+zzEYuDLLwtw6pQct24pMW6cqq7DwzV/yPR526jk2bX9+4tx/boCbdqIkZJC+PnnIiQmEn74oRDR0XLY24tw5YpCGOoFAL/9VoStW4tw/74SP/5YiNOn5Rg6VPuPrE6bJsVvvxXjyy8LcOuWEjExCgwdmot27bLwosP4P/roI+zfvx9Lly7F/fv38fvvv2PSpEno2LFjha9hr0lhYWG4desWVq1ahf/85z9qdyynTZuG3377DV9++SVu3bqFmJgYDB06FO3atauVZxzKO355eXmhTZs2+Oabb8r9gcLjx48L50LPfrS9rreyY7iurKyskJSUhKioKLWfoHjt1OAD7+Wq6FVvJW9NKvsmlAsXLlDXrl3J2NiYzM3NqW3btmqvfSt500HZN8oQESUnJ9PQoUPJxsaGJBIJeXp60tKlS7Wut7i4mGbNmkUNGjQgQ0NDsrOzo969e9P169cr3JZp06apvaWKiGjnzp0EQO01qiVvnzl69Kja8r6+vjRq1Ci1/GxtbcnCwoIGDRpEGRkZNG/ePJJIJDRu3DiSy+X09ttvk6GhIXXu3LnCspW8Au748eMa806dOkXt2rUjiURCpqam1LNnT+GNUUSqV7+Fh4eTpaUl2djY0ODBg2nbtm1qb2bQZt++feTq6kpGRkbk5+dHp0+fJg8PD5o6daqQprL21HUbda17ItXbMz755BO1aVOnTqVGjRoJ/1fWX3Rtw/IEBQVR+/btNaYXFhbS1KlTydHRkcRiMTVs2JC++OIL4RWLJesODAwkExMTcnJyovnz59OMGTPU3v7xrPDwHGrXTvM1xgcOFJGb2/+3d/dBUZV7HMC/C8LyviAr5Cu55AgilEEogQqB0+BLmkTJaL6k0zDKmKZJ3VtcS/vjGmbQNaeXQRHD4sJtBDQbSyVMh5SgRJgkUtASZFyWxUAQ+d0/dtjYZVU03tLvZ8YZ93j2eX7n7J4z5+fzPL/ViaOjVnx8dPK//7VJSIhe1q41lNPprILV9XJqajJUisnIaO3WXqc332wRBwetuLsbKu9Y6j8vz1CVprMyTGlpuwQGNoqdnSGW7Ow2uXDhhmg0OnF2NlSvOXCgTdzdG8TRUSsHD1quwnXu3A2JjNSLUqkVD48GSUpqllWr/jCpxFNZeUPCwvTi6KiVUaMaZOPGFnn11WaZNOnPferqOuT55w1VfezstOLrq5N3320xaQPQyqFDpveaTjNnNsnUqd3PubkrV67I3LlzxcnJSYYPHy4bN26UGzduyIwZM0SpVEpmZqaIGCraeXh4iJOTk7E8N7pUdSktLZXAwECxs7MTHx8fyc7OlgsXLohGoxFnZ2c5d+6cxSpYt/oO9+Re+Oabb4qDg4O4u7ubVLTrZOka7o1r0JKefIdERLTaDrGx0YpK1WAsQ9vp+nVDGdgxY3RiY6OV0aN1smrVH8ZqbYb4G+Sf/zStjLRuXbN4e/9Zhennnw3fMaVSK2PH6uSTT65JfPwfxkprhmO8u+/Y7t2t8vDDjeLgoBUXF62EhOglP9/y9dDp1Kl2iYzUG9/z+ON6OXDA8J6CguuiUGjl669NK3IFBzdKRIReOjp6dm4tXefTp+tl4ULTynXe3jpJTPyzwtWQIVr57rvr8uijjWJrazhfXY/HvAxvTz4jc+3tItHRTWJrq5WICEOMr7zSLGp1g6hUDRIXd1V0ug7517+axc5OKytX/iE//GCocHXwYJtERzeJvb1W1OoG+cc/mqXzlmxeBUtEJDOzVQICDMcybFiDzJ3bJBUVlitgidy8Cpb5NSJiqIrk4+MjNjY2MmzYMFmxYoXJdbdw4UIJDQ01+wymy8KFC80+A29JTEy8aUx3Woa3q8DAQAEgJ06c6PaezMxMCQgIMLmfVFRUWGz/dlWwbncPsVQFy/zZ8Gb3ry1btoijo2O3Z5zbVcHqej669i9y+3u4pc8uLy9PABirhFVXV4uPj4/Y2tpKUlKSxXPzd6AQuQfGcahHEhMTsX//fpSVlfVbn1qtFg4ODsZpZK2trRg6dCi2bNmCVatW9Vscg019fT00Gg3S0tIQGxs70OHcFxISmnH0aDvKyroXXOgL9fUCjUaHtDRHxMZa/p/SOyEiqKurMxnJKywsxLRp01BWVmZS4Y0Gh+ZmoK1NTCpPRUY2YehQBf77X6cBjGxw+c9/WrFmTTPa2wduCg5RVyKCkJAQBAYG9sqsh842eQ//099uETrduZ9//hmHDh3C1q1b73q+4d3Q6/XQaDSIiopCUlISrKys8M4778Da2hoxMTH9FsdgotVqUVlZibVr12LChAn9dh7mzLmK/PwezIO6R4mYPtgoFJbLJPdGP1qtoLKyA2vXNmPCBGvExNia9HntmluP1xF09e233yI8PBxvvfUWFixYgPr6erz88ssIDg42KXV9P3vsMT1OnbqzMqd9ofP7Nnt2E+rqOvDhh47w9LRCfn4bDh9uR36+Ifnoq+/h34n5tQnc++elttb1Ly1Gp77T0tKCqqoqpKamoqKiAjk5Ob3WNu/hZgZ0/IX6hZOTk4wcOVJSU1P7ve+ioiIJDw8XZ2dncXV1lenTp1sckr1fJCcni62trURFRUlNTc1Ah3NfMZ+C1VeSkw2/Fh0VpZeamptPubgbu3fvFn9/f7G3t5cRI0ZIXFycXLx4sVf7oN5TW9shcXFXZdiwBnFw0EpAQKPs2nXzaYv3K/PpVUQD5eTJk2JlZSV+fn5SUFDQ6+3zHv4nTsEiIiIiIqJ+87ergkVERERERH9fTECIiIiIiKjfMAEhIiIiIqJ+wwSEiIiIiIj6DRMQIiIiIiLqN0xAiIiIiIio3wyqBCQpKQn+/v5oaWkZ6FD6nVqtxubNmwek74kTJyIhIQEXL16EWq1GVlbWgMRBRERERPe+QZOAfPPNN9i6dSuysrJgb2/f5/15eHjg/Pnzxtfbt2/H0qVL+7zfm9m6dStmzpzZ4/3PnDmDBx98sFdjGDVqFHbu3Inly5ejsrKyV9smIiIiIgIGSQIiIli7di2WLVsGX1/fPu+vpqYG9fX1JtuKi4v7vN9bWbJkCR599NEe799X8c6ZMwdBQUF4/fXX+6R9IiIiIrq/DYoEJC8vD6dPn8Yrr7xi3DZ37lzExMQgOTkZY8aMgb29PYKCgnDq1CnjPrGxsXjuueeQlJQEJycn5OfnAwB++OEHPPnkk1Cr1XBxccH8+fNRXV0NADh69Ci8vLwAAGPHjsW8efMQHh6OnTt3Ij09HQqFAi+++CJUKlW3qWApKSmwt7eHTqezeBwlJSVQKBTYt28fIiIioFKpoFarsX79enR0dAAwjLR4enoiNzcXnp6exmPuOgVrx44d8PDwQFFRESZPngyVSgWNRoO0tDQAwMaNG7FkyRJUV1dDoVDgvffeAwDU19dj8eLFGDNmDBwcHDBlyhQcPXrUJMbvvvsOjzzyCJRKJcaPH4+cnJxux/Hqq68iOzsbVVVVJtuGDBlyy8+RiIiIiOh2BkUCkp+fD39/f2NiAAA2NjY4fPgwqqqqcPbsWVy6dAlqtRoxMTHGh3lbW1v89NNPKCkpwYEDBxASEoILFy4gIiIC1tbWOHLkCA4fPowrV64gKioKra2tCA0Nxeeffw7AkKhkZGRg3759CAwMxIIFC1BfX4/ExEQ0NTUhNzfXJM7s7GzMmzcPrq6uFo/DxsYGALBhwwb8+9//RkNDA3bu3ImUlBRj8mBra4urV68iNTUVu3btwsqVKy2209jYiE2bNiEnJwc6nQ6LFy9GfHw8fvvtN2zYsAGrV6/G6NGjUV9fj/j4eHR0dCA6OhonTpzArl27UFxcjMceewzR0dEoKysDADQ2NuKpp56Cu7s7Tp48iU8//RQ7duzApUuXTPoPDw+HUqnEgQMHjNt8fX0xa9asO/pciYiIiIjMDYoE5NixYwgLC+u2vb29Hdu2bYOdnR1cXV2RlJSEmpoa4//qKxQKVFVVIT09HdOmTYO7uzs++OADKBQKZGZmwt/fH0FBQdizZw9+/fVXZGdnw8bGBi4uLgAANzc3ODs7Q6VSYciQIVAqlVCr1fD29kZkZCQyMjKMsdTW1uL48eNYtmzZbY/n+eefR3BwMKysrDBnzhxERERg9+7dxpibm5uxZs0aREdHY+zYsRbbaGtrw2uvvYZRo0ZBoVBg+fLluH79On788Uc4ODjA3t4eVlZWUKvVsLOzw6FDh1BcXIyPP/4YTzzxBHx9fZGSkgIvLy+kpKQAAPbv3w+tVov3338fAQEBCAoKQnp6OhoaGkz6ViqVCAoKwrFjx4zblixZgn379t322ImIiIiIbmVQJCB1dXUYMWJEt+2+vr6ws7Mzvvbz8wMA/PLLL8Zt48ePx9ChQ42vi4qKEBwcbDJKMXr0aGg0GpSWlvY4phUrVuCrr77C5cuXAQA5OTkYMWIEoqKiAAA6nc74R6/Xm7zXfC2Hn5+fScwAEBISctsYAgICjH93c3MDgG7JQqeioiIolUpMnz7duM3KygpTp041Hnd5eTkcHR0xYcIE4z4jR47EyJEju7U3fPjwbiMjRERERER/1aCY1K/X66FSqbptd3JyMnnt6OgIACZrMMzfp9frUVJSYpK4AIYRhTt5oH766afh6uqKvXv34qWXXkJ2djYWL14MKysrXLt2zZgQAICXl5dJRS1LcZuvG7F0vOYsVQMTEYv76vV6tLa2dntPe3s7HnjgAQBAU1OTxTbN4wUAV1dXVFRU3DZGIiIiIqI7MSgSEBcXFzQ2Nnbb3tTUZPK6c6Sh68O/OZVKhbCwMHz44Yfd/s3Z2bnHMdna2mLRokXIyspCXFwcCgsL8dFHHwEwTFEqLCw07mue7FiK+1Yx9waVSgU7OzuUlJR0+zdra2sAhkTIfLQGgMVF9Tqd7qZrXYiIiIiI7tagSEA8PT0tjk6UlZVBq9Uap1h1VsDy8fG5aVvBwcFIT0+Ht7e3cVE4AJw9exbDhw832dd8NMH89YoVK5CSkoJt27ZhypQpGDduHADDOg5La1Y6FRQUmCzYPnXq1C1jvltd4w0ODsa1a9dw48YN41Q1AKiuroaHhwcAw3S1trY2lJeXG6dhnT59GrW1td3avnTpknHkhIiIiIiotwyKNSBhYWEmC547ubm5Yfny5SgvL0dxcTE2bNiAcePG3fLhPz4+HlevXsXSpUtRWlqKyspKbN68GX5+fvj++++N7QKGRdnl5eXGbSUlJSgtLcWVK1cAGNZuTJ48GcnJyXf0I4W5ubn47LPPcO7cOWzbtg0nTpzo0eL1O+Hm5oba2loUFhaiuroaUVFRmDRpEhYtWoSCggKcP38ee/fuxaRJk7B9+3YAwOzZs+Hs7IyEhAScPHkSx44dw8qVK+Hp6WnSdltbG4qLizF16lTjtoyMDMTExPTqMRARERHR/WdQJCCzZ8/G6dOnUVNTY7Ldz88PM2fOxKxZs/D4449DqVTi4MGDUCgUN23Ly8sLR44cQV1dHUJDQxEUFIQvv/wSubm5mDJlCgAgKCgI0dHRWLduHRISEgAAq1evxu+//46wsDCT3xqZP38+lEolnn322R4fz6ZNm7Bnzx5MnDgRb7/9NjZv3oxFixbdySm5rbi4OGg0GkRFRSEtLQ3W1tY4ePAg/P39ERMTA19fX2zatAlvvPEG1q9fDwBwd3fHF198gcuXLyM0NBQvvPAC1qxZg4ceeshY2hgw/FZKS0uLyS+znzlzhlWwiIiIiOgvU8jNVjX3IxFBQEAAIiIikJqaCgB45plnoNPp8PXXXw9oXCEhIQgMDDSOItxKWVkZ/P39UVhYeMtRmsEuMjIS7u7uyMrKGuhQiIiIiOgeMyjWgCgUCrz77ruYN28eVq1ahfHjxw9oPC0tLaiqqkJqaioqKios/lr4vWr//v0oKipCcXHxQIdCRERERPegQTEFCwBmzJiBdevWITY2Fi0tLQMay5kzZ/Dwww/j+PHjyMvLs/g7GfeiixcvYunSpfjkk08GPAkkIiIionvToJiCRURERERE94dBMwJCRERERET3PiYgRERERETUb5iAEBERERFRv2ECQkRERERE/YYJCBERERER9RsmIERERERE1G+YgBARERERUb/5P4gA4a3usBLSAAAAAElFTkSuQmCC"}, "created": "2021-08-23T11:48:22-07:00", "created_utc": "2021-08-23T18:48:22+00:00", "updated": "2021-08-23T12:05:47-07:00", "updated_utc": "2021-08-23T19:05:47+00:00", "shot_hash": "e24510529260e6312f52947cb05723d0", "slug": "search-all-columns-trick"}, {"path": "datasette_serving-mbtiles.md", "topic": "datasette", "title": "Serving MBTiles with datasette-media", "url": "https://github.com/simonw/til/blob/main/datasette/serving-mbtiles.md", "body": "The [MBTiles](https://github.com/mapbox/mbtiles-spec) format uses SQLite to bundle map tiles for use with libraries such as Leaflet.\n\nI figured out how to use the [datasette-media](https://datasette.io/plugins/datasette-media) to serve tiles from this MBTiles file containing two zoom levels of tiles for San Francisco: https://static.simonwillison.net/static/2021/San_Francisco.mbtiles\n\nThis TIL is now entirely obsolete: I used this prototype to build the new [datasette-tiles](https://datasette.io/plugins/datasette-tiles) plugin.\n\n```yaml\nplugins:\n  datasette-cluster-map:\n    tile_layer: \"/-/media/tiles/{z},{x},{y}\"\n    tile_layer_options:\n      attribution: \"\u00a9 OpenStreetMap contributors\"\n      tms: 1\n      bounds: [[37.61746256103807, -122.57290320721465],[37.85395101481279, -122.27695899334748]]\n      minZoom: 15\n      maxZoom: 16\n  datasette-media:\n    tiles:\n      database: San_Francisco\n      sql:\n        with comma_locations as (\n          select instr(:key, ',') as first_comma,\n          instr(:key, ',') + instr(substr(:key, instr(:key, ',') + 1), ',') as second_comma\n        ),\n        variables as (\n          select\n            substr(:key, 0, first_comma) as z,\n            substr(:key, first_comma + 1, second_comma - first_comma - 1) as x,\n            substr(:key, second_comma + 1) as y\n          from comma_locations\n        )\n        select\n          tile_data as content,\n          'image/png' as content_type\n        from\n          tiles, variables\n        where\n          zoom_level = variables.z\n          and tile_column = variables.x\n          and tile_row = variables.y\n```", "html": "<p>The <a href=\"https://github.com/mapbox/mbtiles-spec\">MBTiles</a> format uses SQLite to bundle map tiles for use with libraries such as Leaflet.</p>\n<p>I figured out how to use the <a href=\"https://datasette.io/plugins/datasette-media\" rel=\"nofollow\">datasette-media</a> to serve tiles from this MBTiles file containing two zoom levels of tiles for San Francisco: <a href=\"https://static.simonwillison.net/static/2021/San_Francisco.mbtiles\" rel=\"nofollow\">https://static.simonwillison.net/static/2021/San_Francisco.mbtiles</a></p>\n<p>This TIL is now entirely obsolete: I used this prototype to build the new <a href=\"https://datasette.io/plugins/datasette-tiles\" rel=\"nofollow\">datasette-tiles</a> plugin.</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">plugins</span>:\n  <span class=\"pl-ent\">datasette-cluster-map</span>:\n    <span class=\"pl-ent\">tile_layer</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>/-/media/tiles/{z},{x},{y}<span class=\"pl-pds\">\"</span></span>\n    <span class=\"pl-ent\">tile_layer_options</span>:\n      <span class=\"pl-ent\">attribution</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>\u00a9 OpenStreetMap contributors<span class=\"pl-pds\">\"</span></span>\n      <span class=\"pl-ent\">tms</span>: <span class=\"pl-c1\">1</span>\n      <span class=\"pl-ent\">bounds</span>: <span class=\"pl-s\">[[37.61746256103807, -122.57290320721465],[37.85395101481279, -122.27695899334748]]</span>\n      <span class=\"pl-ent\">minZoom</span>: <span class=\"pl-c1\">15</span>\n      <span class=\"pl-ent\">maxZoom</span>: <span class=\"pl-c1\">16</span>\n  <span class=\"pl-ent\">datasette-media</span>:\n    <span class=\"pl-ent\">tiles</span>:\n      <span class=\"pl-ent\">database</span>: <span class=\"pl-s\">San_Francisco</span>\n      <span class=\"pl-ent\">sql</span>:\n        <span class=\"pl-s\">with comma_locations as (</span>\n          <span class=\"pl-s\">select instr(:key, ',') as first_comma,</span>\n          <span class=\"pl-s\">instr(:key, ',') + instr(substr(:key, instr(:key, ',') + 1), ',') as second_comma</span>\n        <span class=\"pl-s\">),</span>\n        <span class=\"pl-s\">variables as (</span>\n          <span class=\"pl-s\">select</span>\n            <span class=\"pl-s\">substr(:key, 0, first_comma) as z,</span>\n            <span class=\"pl-s\">substr(:key, first_comma + 1, second_comma - first_comma - 1) as x,</span>\n            <span class=\"pl-s\">substr(:key, second_comma + 1) as y</span>\n          <span class=\"pl-s\">from comma_locations</span>\n        <span class=\"pl-s\">)</span>\n        <span class=\"pl-s\">select</span>\n          <span class=\"pl-s\">tile_data as content,</span>\n          <span class=\"pl-s\"><span class=\"pl-pds\">'</span>image/png<span class=\"pl-pds\">'</span></span> <span class=\"pl-s\">as content_type</span>\n        <span class=\"pl-s\">from</span>\n          <span class=\"pl-s\">tiles, variables</span>\n        <span class=\"pl-s\">where</span>\n          <span class=\"pl-s\">zoom_level = variables.z</span>\n          <span class=\"pl-s\">and tile_column = variables.x</span>\n          <span class=\"pl-s\">and tile_row = variables.y</span></pre></div>\n", "shot": {"$base64": true, "encoded": 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YY4wxpjccgDDGGGOMMcb0hgMQxhhjjDHGmN5wAMIYY4wxxhjTGw5AGGOMMcYYY3rDAQhjjDHGGGNMbzgAYYwxxhhjjOkNByCMMcYYY4wxveEAhDHGGGOMMaY3HIAwxhhjjDHG9IYDEMYYY4wxxpjecADCGGOMMcYY0xsOQBhjjDHGGGN6wwEIY4wxxhhjTG84AGGMMcYYY4zpDQcgjDHGGGOMMb3hAIQxxhhjjDGmNxyAvKUHDx6gYcOGsLOzw59//vm+q/P/XnZ2Nvz8/GBpaYmpU6cKwxs2bAiJRCJ8vvzyy/dYy7ezb98+ODo6wt3dHWFhYTpN8+TJE9SoUUO0DAICAsq9bs+ePYOrq6uonC1btpR7OaziO3ToEGxtbUVtITY2VkgvSztmjDH271BhAhCVSoVt27ahS5cucHZ2hpGRESQSCUxMTODq6oru3bsjIiLifVeziJUrVyI8PBwvX77ErFmz3nd1AAAdO3aETCYTHRhIJBJMmTKlxGkLH8hLJBIYGRnhk08+weHDh2FhYVEkPf8jlUphbm6OmjVronv37li3bh1ycnKEvLds2aJ12pI+Li4uAIDDhw/jyJEjSE9Px2+//YaHDx8CAMLCwuDh4fFuFqiezZs3D4mJiYiMjMSSJUt0mqZq1aq4f//+O64Z4OzsjKioqHdeDqv4unXrhu3bt2tNL0s7Zowx9u9QIQIQlUqFnj17Yvjw4Xj+/DmWLVuGq1evIjQ0FCtWrICpqSkOHTqEx48fv++qFlHwoLdBgwbvsSZ/O3XqFDIzM1G3bl3R8I0bNyI5OVnrdEeOHEF4eLhoWKdOnZCVlYXNmzfDz88P6enp2LRpk2icWbNm4cyZM9i7dy9Gjx6N2NhYHDp0COPGjUP79u2Rl5cnjGtgYICtW7fi+PHjuHTpEq5evYpu3bqJ8jt58iSuXbuGa9eu4cqVKxgzZoyQ5u7uDqlUCgCws7ODg4ND6RbOP0BJbSokJATffvstLly4oM9qvVM7duzAt99+i/j4+PddFY1Kql9Fr//7UBH3jYwxxioG2fuuAKD+8T506BAkEglOnDgBe3t7Ia1Ro0Zo165dkYPpimL8+PGwt7fHs2fPMGLEiPddHYGRkRFkMhmcnZ3x7NkzAEBGRgbWrFmDr776SuM0P/30E6pUqYKnT5+K8sk/4M9nYWEh+u7u7o527doBAHr27IkXL14IZ0YvX76MkydPokuXLgDUZ9CHDx8umt7Gxkb0vVGjRrC1tRW+379/H0ePHgWgPqi5ePEiLly4gF69esHc3Fy3BfIPsmnTJrRr1w7W1tYYMGCAKE2pVGLUqFGIiIiAiYkJWrdu/Z5qWX5iY2MxYsQI5OTk4OOPPxaudlUUJdWvotf/fSmuHTPGGPt3qxABSP6ZXCMjI1haWhZJr1OnDurXrw9DQ0N9V00nvXv31ks5OTk58Pf3R0BAAE6fPl0kMNCkffv2CAsLE65srFy5EtOnT4exsbFovCtXriA4OBhLly596/snCneFSklJEf6vVq1aqfOrUqWK6HvLli3RsmXLslXuH8DMzAzjx4/XmLZx40aduyJKJJLyrJZAKpVCIpGAiMolv6+++krUVa+iKal+Fb3+71Jx++Ti2jFjjLF/twrRBSv/QDonJwd9+vQRnYHPd/fuXXTs2FE0LCcnB4sWLUKjRo0gl8thaWmJBg0a4IcffoBCoQAA7N+/X7ifJP9z4MABAOouR82bN4dMJsP+/fshl8tF41lZWWH//v1CeV27dhUOvoYNG4Zp06YJ3yUSCWrVqgUAePHiBSpXrizKa+3atRg7diycnJwgkUhgbW2N7t27i27azLdjxw507doVbm5uMDExQaVKldC4cWO4urpi7NixGDFihE7BR76CAUVCQoLGm5N/+uknWFtbY+zYsTrnq82jR4+E/62srNChQwcAgJ+fX5HuW7po1aoVDh48iF27dsHU1FS0XHXt8qJLWwGAzMxMLFy4EPXr14eZmRksLS3h5uaG7t27F5v/pEmTitwPM3To0GKnSUhIQNWqVSGRSGBqagp/f380a9ZMlE9+97MrV66gWbNmogO6OXPmQCKRwMvLS2P+hoaGOHz4MP7zn//Azs6u2DanzY0bN9CnTx84ODjA0NAQlStXhpeXFwwMtO86hg4dirp16wrbk6GhIapUqYK+ffvi2rVrwngbNmyAm5sbAgMDhWGtWrWCRCLB7NmzS50foPv606U9lFQ/Xev/7NkzTJw4ETVr1oSxsTHs7e3h7e2NXbt26boa0Lp1a1G7mDx5Mr777jvUqVMHBgYGMDQ0RL169bBr1y7Ex8dj8eLFaNOmDaytrWFjY4NBgwbh5cuXRfLdsWOHcJXC1NQUtWrVwpgxY5CUlFRk3J07d6Jt27awtraGkZERHB0dRQ+CKEhbO863bNkyNG7cGNbW1jAwMICBgQHs7OzQtm1b7NixQ+flwhhj7B+KKoBdu3YRAOEjlUqpa9eutHHjRnr9+rXGaRQKBbVv354AkFwup8OHD9OSJUuEPCZPniyMm52dTZUqVRLStm7dSpMnTxaVGRUVRWfPnhUNO3z4cJFyfXx8qHPnzsL3mTNnCuO7ubkJwzMzM0V5tW3bltauXUurV68me3t7YbiPj48o/ylTpghpQ4YMoatXr9Ls2bOFYfb29qRQKHRarh4eHjRkyBDKzc0lFxcXIY969eqRSqUSxrt37x5JJBL66quviIhE9fbz8ytxfa1bt46ysrIoMTGRtm3bRiYmJgSAKleuTMeOHSuxniNGjBDll5SUpHXcI0eOiMZ98uSJaH7zh0+fPl0YXpq20rVrVwJAP/30Ez158oSuXr1Kw4cPJ7lcXuJ89O3bV8hz+PDhRdLbtm1Lw4YNEw3LyMgguVxOq1evFoa1aNFCyGf06NFERPT69Wu6desWWVtbC2mff/453bp1ix48eEBERFlZWaJl4+LiQgMHDqQBAwaQVCrV2uaKW9ZGRkbCuty5cyfduHGD9uzZIypn8+bNoukcHByoZ8+edP78eUpKSqKlS5cK41paWgr1ffz4Me3evVuUl7+/P926dYuePXtW6vyIdFt/uraHkuqnS/3j4+PJycmJAFCDBg3o0qVLNHDgQGH8PXv26LQuCrcLFxcX+u6772jTpk3UuHFj0b6zS5cutGrVKvrll19ILpcLaSNHjhTlN2/ePCFtyZIldOzYMWHbbdy4sWg/8/XXXwvjNmnShM6cOUMhISGi4QAoJiZGY33z23G+AQMGUIMGDeh///sfJSQk0MmTJ4WyAdD27dt1Xi6MMcb+eSpEAEJE1L17d9EPWf7HxMSEhg8fTk+fPhWNv3HjRmGcAQMGEBFRbm6ucKBlaGhIqampwvg2NjbC+M7OzmRnZ0cTJ06k3377jQwMDCgqKoqIxD+a7du3F5V59+5dAiA6qJ41a5bGAKTwweC2bduEtNWrVwvDJRIJZWRkEBHRw4cPRdPExcURkfqAqWAAtW/fPp2WaX4AQkSigzYAdPDgQWG8UaNGkYmJCSUmJhJR6QMQTR8PDw/as2ePTsFSaQKQo0ePljoA0bWt3L59WxgvPj5emD47O5scHR1LnI+CdZPL5ZSWliakXb58mQCQTCYTteXt27eTkZERvXr1ShjWsmVLrQduBdvx4sWLRWnFtbnvvvtOY5vTJjc3VzhwBtRBZr68vLxiAxAnJyd6/vy58F2lUokCp0WLFglp4eHhorwuX75cpC665qfr+ivNvqOk+pWUPmzYMCFtzZo1RER0+vRpYVjLli2LWw0i2trFxYsXRXUICgoS0r744gtheNWqVYXhUVFRZGBgQADIwcFBGO7j4yOMf/ToUSIiCgsLI4lEIrSdyMhIYfygoCCtAUhx7XjAgAG0Y8cO0bAePXoI4/v6+uq8XBhjjP3zVIguWID68v6sWbOK3JuQnZ0Nf39/1KtXD9evXxeG7927V/g//74CQ0ND4QbpvLw83L17V2NZ7dq1w5MnT/D777/j888/x4ABAyCTqW+HmTFjhjDemTNnRGWuWbMG9erVg6+v71vNa8Eb6okIz58/B4Ai9XVycgKg7qLm6OgoDC/L41bHjh0LKysr4Xv+YzGfPXuGgIAAfPLJJ6Kb/0vj66+/xuXLl3HhwgXs3LkTXbt2xd27d9GnTx/UqlULp0+fLlO+5UXXtpKeni6M17dvXwQFBUGhUMDY2BhxcXElluPr6yvkn5GRIepKsnr1agCAQqHAunXrhOHbt29H9+7dUbly5beYw5IV7KZVsM1pc+bMGdE4vXr10rmsAwcOiNqrRCIRta3U1FSd8ypNfrquv7fZd5SGSqXCvn37ipRVcF3funXrrcvJ7/qZLzs7W2NawfW5b98+qFQqUb201S0wMFC436devXqoU6fOW9f5m2++KfL0u4LruLRthDHG2D9LhQlATExM8OOPP+LZs2dYuXIl2rZtK7rPIS0tDf379xce6Xrv3j0hbcmSJUJf44I3PKelpWksq0GDBqJA588//0SNGjUAqG8oL/ijnX+gnpGRgW3btmHq1KlvfXNv4f7z+T/uBZ/8BACvX78W/n/16pXwv7Ozc6nLtLCwwLhx44TvwcHBuHbtGpYvXw6lUvlWN567ubnBy8sL3t7e6NevHw4fPgwfHx8A6icE+fn5Ce/reB90bSsNGzaEtbU1APU9F76+vnBwcMDkyZNF42pjYGCAUaNGCd83btwIAHj58iV27twpDF+/fj0UCgVSU1Nx9OjRIk8FexeMjIxE36mEG8hv374t/G9ubg47Ozudy2rWrFmRYW+zzeian67r7232HaXx9OlTUVDk5+cHiUSCxo0bC8Nyc3ORk5OD0aNHQyaTFfkU3Ga1Ke5+nIJpBdd5wWVw7do1YRkUDJjyl0HBtlCzZs0S66OL/Ht0CnpXD01gjDFW8VSIp2AVVLlyZUyaNAmTJk1CfHw8li5dihUrVoCIEBMTg6tXr8Lb2xsZGRnCNGPHjsWECROK5OXm5lbq8g0MDDB9+nQhvz179uDRo0c4deoUZDIZhg0bVvaZK0GLFi3g5uYmHKyvWrUKX3/9NQIDA/HixQsA6nkq61O3pkyZguXLlyM3NxcAMH/+fFy8eBH9+vUrtwOLfIMHD0ZwcDAA9RnZwMBAfP311+Vahq50bSsWFhbYtm0bBg0ahDdv3gBQB4G///47du7ciRs3bpT4iNVRo0bh+++/h0qlwpUrV3D37l0cOnQIrVq1QkpKCkJDQ/Hs2TPs378faWlpsLS0FB5RXJEUPANtamqq83RZWVlYv349jh8/jtjYWKSmpkKhUGi8Abq889N1/b2rfUdhBcsBgHXr1qF58+ZFxjMyMoJSqYRSqSySpmlYeShYt6ZNmwrBckH579gpa1sozu7du7Fv3z6Eh4cjNTUV2dnZ5RL0McYY+2eoEAHInDlz0KZNG3Tt2lU03MXFBcuXL4e9vT3mzp0L4O+rAubm5khMTAQAWFpais4qvq2RI0di/vz5ePHiBZRKJZYtW4bLly9j3Lhx5fYDrIlUKsXBgwcxePBghIaGYsGCBVi4cCGICObm5ujduzcWL14MuVxepvydnZ0xePBgbNmyBQCEd2vMnDmz3OYhX8HuFAA0PlVHX0rTVrp164bIyEisX78egYGBiIyMBKB+stmyZcvw66+/FltW1apV4evri2PHjgFQP0lp//79+Omnn5CSkiI8ZWz16tWQSqUYNGhQhXy8dME2lpmZqfN03bp1E7rctW3bFgEBAXByckKbNm0QHR1d6nqUNj9d1t+73HcUVPgdNc7OzlrL2rJli7Bd6kPBuhkYGBS7DMraFrRZsGABvvnmGwDqR2xv3rwZHh4emDNnDvz9/d86f8YYYxVfheiCdevWLRw8eFBresG36Oa/E8Ld3V0YVrA7QXkwMTHBpEmThO/r1q3DnTt3MHHixHItR5PatWvDxcUFw4cPx9OnTxEZGYn4+HikpaVh69atZep+VdCXX34p6urg6+uQ7ztTAAAgAElEQVSLJk2avG21i0hISBB9L48zymWla1uJj4/H6dOn4ezsjPnz5+P+/fs4c+aM0DVO13tvCj5y9Pfff0d2djb+85//YMiQIUIXodOnT+P06dMV6uWVBdWuXVv4PyMjo8j61CQ6Olp0v8+CBQvQpEkTODo6luqx0WXNT9f19y73HQVVqVJF9NLOd1lWaRVcBlFRUcVeaSnYFsoSRBb23//+V/h/3Lhx6NSpE5ydnd/pyR3GGGMVS4UIQADg5MmTQreJwg4dOgRAfRCbf6auf//+QvqZM2fw+PHjcq3PxIkThTN/CoUC/fv3f+uD/5IQEcaMGYNDhw7h4cOHkMlkqF27NqpUqVJu/aM9PDxEXX4Kvq+gPOW/CR1Qn20tuL70Tde2Eh0djenTp4uGtWvXDh9//DEA9dUNXfTo0UO4SVqhUODTTz+FTCaDmZkZRo4cKYzn7u6Opk2blmpeCp651uW+lLL66KOPRAeEuryzIv/+rHy6vKW+8DgF56m0+em6/kqz7yiufiWlSyQS9O3bV/geGBhYZJ7elz59+ghBXGpqqujej8J69Ogh/B8ZGSm81LSsCi4DXdoIY4yx/38qRBcsQH3w4OHhgQkTJsDb2xuVKlXCixcvsHPnTqxbtw5WVlbYtm2bcFPl0KFDsWPHDhw5cgSZmZnw8vLCsGHD4OjoiOTkZERERODPP/8scvOtripXrozRo0djxYoVAKD1hVsFb+zU9r+uac+fP8fWrVsBABcvXhT6YAN/PwmrWbNmmD17ttaXz+XLycmBQqFAdnY2FAqF8JQvQP2kr/yXMLZv3140XcGbZvPzycvLE7oJKZXKIv3v79+/j7NnzwJQd3UJDAwUvltaWuLPP/8s0iUrX34dC3rz5k2RG/LzFbdctdG1rQBAaGgoxo4di/Hjx6NKlSq4ceMGDh8+DFNTU0yePLnEsgD1E5WGDx+OpUuXQiaTiV7u+Nlnn+G3334DEWm9+lFcW+nUqRM2bNgAQH0zu7W1NXJycvDZZ5+Jzra/LWtrayxevFho919//TWkUimcnJyEe3vyxcfHIycnB7Vq1YKrqytiYmIAAJs2bcJXX30l3LuhSfXq1VG7dm1ERUUBUHfHjIiIQF5eHqZNm1bq/HRZf6XZdxRXv1mzZpWYvnjxYpw5cwaxsbG4efMmWrRogd69e0MulyMhIQEqlQpLly7VaZ2Ux74mn6urK3744QfhBMSQIUNw4sQJ1K1bF5mZmXj48CEmTJiAFi1awNfXF7169RKClIEDB2LevHlQqVT4448/RPk+evQI1atXh0Qi0VoPX19f4WWou3btQp8+fZCenl4uV1cYY4z9Q+jpcb/FCgkJoZkzZ1KHDh2oWrVqZGpqSlKplKysrMjT05PmzJlT5D0gROr3EaxYsYK8vLzIysqKZDIZOTk5UdeuXWnLli2kUqno2LFj5ODgIHpWvVQqJTc3N7p9+3ax9YqNjSWZTEbe3t4a00ePHi08Sz//4+zsTDExMWRraysabmJiQvv376fQ0FAyNzcXpVlZWVFoaCgREQ0ePLjEd2wYGRnRvXv3tNa7Q4cOonoZGhrSoEGDROM0b96cdu/eLXxPTEwkR0dHjeXJZDIaOXIkHThwQHgxnbaPoaEh2draUuvWren7778Xvb+hoMTERKpataroBXmFl8n3338vmmbjxo2il5UB6hfRnThxgmrWrFmkzkOHDi1VW3n8+DGNGDGCPvjgAzI3NyepVEqOjo7Uv39/Yf3o6v79+wSAevfuXSTN19eXpFKpxjZdp04d0XxIJBLq3r27kJ6amkqfffYZ2drakkwmo+rVq9PQoUPp4cOHRdafmZkZHTx4kG7fvk2WlpaitMqVK5fY/omI9u7dS23bthWmNzIyos6dO5Orq6sov0mTJhER0Z07d6hLly5kbm5ORkZGVLNmTRo/fjz16tVLGNfc3Fy0biMjI8nPz4/kcjkZGxuTh4cHzZs3r9T5lWb96dIedKmfLulJSUk0c+ZMql+/PpmZmZGxsTG5ubnR0KFD6dy5cyWuAyL1SywLt4tZs2ZReno62dnZFdnX7Nq1i/bs2VNke7W3t6eUlBQh38OHD1OXLl3Izs6OZDIZVa5cmby9vWnRokWi9yjl5ubSzz//TI0aNSJTU1MCQBYWFjRixIgi+8Ddu3cX245fvXpFY8eOFdqwo6Mj9enTh7788kvR9qvpHUSMMcb+f5AQ6XAKmenN8+fP0apVKxCR6N4XpVKJGzduCDdz//TTT+/k5nHGGGOMMcbepQrTBYupb1Lt0KEDcnNzER4eXuSek6ioKOElYGW5qZcxxhhjjLH3rcLchM7UffoTEhJQu3ZtjTe8R0REAFAHH35+fvquHmOMMcYYY2+Nu2BVICdOnECXLl2gUqkwevRo9OrVC5aWlkhOTkZQUBA2b96M3NxcLF++XC+PBGaMMcYYY6y8cQBSwVy7dg2rVq3CpUuXEB8fj9zcXMjlcri6usLHxwcTJkxAvXr13nc1GWOMMcYYKxMOQBhjjDHGGGN6w/eAMMYYY4wxxvSGAxDGGGOMMcaY3nAAwhhjjDHGGNMbDkAYY4wxxhhjesMBCGOMMcYYY0xvOABhjDHGGGOM6Q0HIIwxxhhjjDG94QCEMcYYY4wxpjccgDDGGGOMMcb0hgMQxhhjjDHGmN5wAMIYY4wxxhjTGw5AGGOMMcYYY3rDAQhjjDHGGGNMbzgAYYwxxhhjjOkNByCMMcYYY4wxveEAhDHGGGOMMaY3HIAwxhhjjDHG9IYDEMYYY4wxxpjecADCGGOMMcYY0xsOQBhjjDHGGGN6wwEIY4wxxhhjTG84AGGMMcYYY4zpDQcgjDHGGGOMMb3hAIQxxhhjjDGmNxyAMMYYY4wxxvSGAxDGGGOMMcaY3nAAwhhjjDHGGNOb9x6ADB06FBKJpNjP2rVrER0dDYlEgpMnT5Z7HXr1egOJJBk//5ytMf3FC4KhYTIkkmQoFOphy5fnQCJJFj5SaTIcHVPg5/cGV64oCsxfhmg8TZ+1a3PQt+8bfPRROgDgzh0lJJJkXLig0FSdchMUFISaNWvC2NgYN27ceKdl/Vtt2rQJXl5esLGxgaGhIVxcXDBhwgQ8ffq0yLgXL15Enz594ODgACMjIzg5OWHAgAG4fv16kXGtra0xdepUreXeuXMHEokEFy5cKNf5KQ/vu24vX76ERCLB7t27AQC///47ZDLZe6mLvvTt2xcfffSR8N3W1hYLFy58p2X+2/cvJbXzsv6mFVx3hdtu4fX8rv1/2XY2bNgAiUQCheLd/ubqolevXmjcuLFeyiq8jeq7/bB/t/cegMyZMwdBQUHCx9nZGb6+vqJh3bt3f+f1MDMD/P1zNaYFBuZC2z724EFznDljgaAgC/z0kxmePlXB1zcdMTEqAMCcOSYICrIQPs7OEvj6ykTDunc3wrhxJpg61eRdzZ5GCxcuROXKlXHlyhW4u7vrtWxd2dvbIzY29n1Xo0x++OEHTJgwAX5+fti7dy8uXbqE7777DgcOHEDHjh2Rk5MjjLty5Uq0adMGL168wA8//IB9+/Zh/vz5ePjwIby8vBAQEFCqsqtUqYI1a9agVq1aAIC7d++iRo0abz1Pq1atwsiRI986H/ZuFV5P48aNKzZgfRf+CfuXd+ldbYMFtW/fHqtXry7XPP9J5bO3Ux7baL9+/bBly5Zyrhn7N3jvpy48PDzg4eEhfDc1NYWTk1ORKDw6Ovqd1sPbW4agIAVu3lSiaVOpKC0gIAfNmsk0XpFo3VoGa2uJ8N3TU4oGDdIQFJSHsWON4eEhRYHZg6mpBE5OBvjoI/Gir1JF/6vi9evXaNu2LZo0aaL3snXx+PFjJCUlve9qlNny5csxfvx4zJs3TxjWvHlzuLu7Y/To0QgNDUXLli0RHh6OadOmYdSoUdiwYYMoj08//RT9+vXDp59+ig8//BA1a9bUqexKlSph/PjxwvfyOgP9bzyT/U9UeD116tRJ73Wo6PuXd+1dbYMFFf791Lf3XT57O+Wxjd64cQN+fn7lWCv2b/Her4CUVkZGBoYMGQILCwtYWVnhiy++gFKpFNKTkpIwfPhwVKtWDWZmZvDy8sLZs2dLzNfJyQCNGknh758jGh4ZqcL160r4+hrqVD8TE3UwUjAo0UXBLliabN+ei+bN02Buru7q9cUXmcjK+jv9yRMV+vd/AweHFJiaJqN+/VSsW5ejMS+FQgGJRII7d+5g1apVkEgkuHLlCnJycjBjxgxUrVoVRkZGqF69OubOnSu6LG1nZ4fly5eja9euMDExQWpqKgYMGID+/ftj5cqVqFGjBszMzODn54dXr17hyy+/hLOzM2xsbDB58mQQkZDX9evX0alTJ9ja2sLc3BwtWrQQuiOcPXsW1atXBwC4urqiV69eGudl6dKlMDc3Fw2Lj4+HRCLBoUOH/lo2T9C/f384ODjA1NQU9evXx7p16wot3+1o3rw5zM3N4ejoiC+++AJZBRawLnkUlpubi9zcolfVvL29cf/+fbRs2RKA+my1XC7Hb7/9VmRcqVSKtWvXQqVSYc2aNcWWV1DB7h/ffvstRowYgbi4OEgkEixfvhxA6beVdu3aYfPmzdi6dSskEglCQ0MBqLuO+fj4wMzMDObm5ujQoQOuXbtWYh0TExPRvXt3yOVy2NraYubMmVCp1FcOr1+/DolEUqT7Wa1atfDll18CAO7duweJRIIzZ86gV69esLW1hYODAyZPnizaJ/z3v/9FtWrVYGpqCm9vb9y9e7fYeikUCnz77bdwd3eHqakp6tSpU+KyfxfbAAD8+uuvsLGxwYkTJ+Dh4QFzc3O4urrC399fa100raeSulbcvHkTnTt3hq2tLSwtLdG7d2/ExcUJ6aVp/9r2LwCwceNG1K9fH8bGxrCxscGQIUOQmJgoTNuvXz8MGDAA33zzDczNzYVtuDBzc3MsXbpUNGzMmDFo1qyZ8H3Dhg344IMPYGZmBltbW/Tp0wfx8fFCemnb/6BBg9CxY0fRMHd3dzg4OIiGDRw4EH5+fjptg0DJv2nF0dQFSiKRYNOmTXB1dYWJiQmaN2+OmzdvCuma9uEAEBgYiKZNm8LCwgK2trbo0aMHHj58KEynad1oKr+kfen58+fh4+MDa2trWFhYoHXr1ggODtY6j3l5efjyyy9RrVo1mJiYoGrVqpg2bZqwb9XlNwAAQkJChP1U1apVMXPmTNFVaAB48OABvL29YWJiAmdn5xLP7Je0/QIlt8Oy0GUf9eLFCwwfPhxVqlQRxlmxYoUwvbZttKCSthGJRIKYmBh88sknsLa2fqt5Yv9CVMG4ubnRiBEjigyPiooiANS4cWNauXIlhYaG0s8//0wAaPv27UREpFQqydPTk2rVqkWnTp2iiIgImjRpEpmYmFB4eLjWMnv2TKchQ97QDz9kkb19MuXl/Z02d24mNWiQSrt25RLwWkj79ddsAl7Ty5cqyssjys4mun9fSX5+6VSnTgplZmqbvxQaMeJNkeF9+qRTx45pREQUHq4g4DWdP68ubN8+ddmzZ2dSVJSSjhzJJReXZBo69O98OnZMI2/vNLp6VUHR0UpavTqbpNLXdPx4XpGyiIiSkpLI3d2dRo8eTUlJSZSXl0ejRo2iypUr0/bt2yk6OpoCAgLIwsKCvvjiC2E6Z2dnqlevHs2cOZMuXbpEeXl5NGTIEHJ0dKSvv/6acnNzKTw8nGQyGdWqVYvWrl1LCoWCgoKCCAAdPXqUiIiysrLIxsaGunXrRrdu3aK7d+/S559/TnK5nOLj4yk3N5d27NhBAOjmzZuUlpamcT6WLFlCcrlcNOzJkycEgA4ePPjXsulI3t7edPXqVYqOjqbVq1eTVCql48eP/7V89xEAmj17NkVFRdGRI0fIxcWFhg4dWmD5Fp+HJoMHDyapVEpfffUVRUdHax2vbt261LVrV63pREQtWrSgZs2aCd+trKxoypQpWscPDw8nAHT+/HnKyMigzz//nKpWrUpJSUmUlZVVpm0lJSWFPD09aeDAgZSUlEQKhYIiIyPJxMSEBg4cSLdv36bbt29Tjx49yMLCgp48eVJs3erUqUMrV66kmzdv0g8//EAAaNWqVUREdO3aNQJA165dE03r5uZG06dPJ6K/9wmNGjWiS5cuERHRyZMnCQDt2LGDiIiCg4MJAE2bNo0iIyPpyJEj5OnpSQBo165dRES0cuVKkkqlQhlTp04lMzMz2rp1K0VFRdGaNWvIyMiINmzYoHV5v4ttoGDdfH196dmzZ5SdnU3z5s0jAwMDun//vs7rqU+fPtSxY0dhHBsbG1qwYAERET1+/JgsLS2pS5cuFBYWRteuXSMfHx+qVasWZWdnE1Hp27+m/Yu/vz9JJBJatGgRRUZG0tmzZ8nd3Z08PT1JpVIRkXqbcXd3p27dutG5c+fo5cuXGvOXy+W0ZMkS0bDRo0eTp6ensN4lEgmtW7eOoqOjKSQkhHx8fKhVq1ZEVLbfig0bNpBcLqe8v34EEhISyNTUlOzs7CgyMlIYz9nZmX799dcSt0FdftM0KbjuCrfdPn36UJUqVahjx44UHBxM586dow8++IBcXFwoJydHqF/hffjVq1dJIpHQ3Llz6d69e3T16lVq3749NWrUSMhb07opXH5J+9I3b96QpaUljRs3jiIiIuju3bs0YcIEMjMzo9evX2uc3wULFpC9vT0dP36cHj58SIcPHyZnZ2eaM2cOEen2GxATE0MWFhY0cuRIunz5Mu3du5dsbW1p4sSJRES0fv16kslk1L59e9q3bx/duHGDBg8eTDKZTNgWC9Nl+y2pHWrSs2dP0XLXRJd9lJ+fH7m5udG5c+coMjKSNm7cSFKplP73v/8RkeZttOB+QpdtJD4+ngDQypUr6dWrV8XWmbHC/nEByMyZM0XDXVxchAPkY8eOEQA6c+aMkK5UKqlu3bo0ZswYrWXmByAxMUoCXtPBg7lERKRSEbm6ptCiRVlaA5DCnzp1UujWLUUx81f6AMTLK5XathUfgAcE5JBE8pqePFESEZG9fTItWJAlGufKFQUlJKi01sXDw0PYAb98+ZJkMhn9+uuvonHmzp1Lcrlc+PGqUqWK8COfb8iQIWRjY0O5ubnCsCZNmpCHh4doPDs7O1q8eDEREeXm5lJYWJjoACMtLU108Hj06FECQDExMVrnQZcfH3t7e+EHO9+VK1coISGBiIi8vLyobdu2ovSAgACSSCTCQXRJeWiSnp5Ow4cPJwMDAwJAVapUoaFDh9KBAweEAy4iInNzc5owYYLWfIiIBgwYQI6OjsL30gQgRESzZs2i6tWrC+ll3VZatmwp2j6nTp1Ktra2onWfnp5OJiYmtHDhwmLrNmPGDNHwVq1a0YcffkhEpQtACpdTs2ZNIe9PP/2UHB0dSaH4e5v8448/tAYgqampZGRkRPPnzxflOWbMGKpVq5bW5fKutoGVK1eK1iMRUU5ODpmbm9O8efO01qfweiouAJk9ezZZWVlRcnKykP748WMyMDCggIAAIipb+y+4fyEiaty4MfXs2VM0Tn5QduHCBSJSL0dDQ8MSD2ZKCkBWr15NpqamovWRkJBAISEhRFS29h8bGytqk9u3b6dWrVpRly5dhAO//DZ5586dErdBXX7TNCkpADEyMhIdzB8/fpwA0IkTJ4hI8z48NTWVrl+/LgRXREQHDhwgAJSYmEhEmtdN4fJL2pdGREQUac95eXl09uxZysjI0Di//fv3F7VdIqJ79+4JQZ8uvwFfffUV2dvbi/YD/v7+wrpev349AaAjR44I6dHR0QSA9u/fr7Feumy/JbVDTUoKQHTdR0VFRdGjR49E4zRt2lT0W1N4Gy24n9BlG8nKyiIAtHnzZq31ZUybf1wXrA8//FD03d7eHunp6q5LISEhMDY2Rtu2bYV0AwMDtGnTRuguUpwaNQzw4YcyoRvWhQsKxMSoMHCgkdZpzpyxwLVrlrh2zRLHj1ugc2dDfPhhGvbvzyvL7BWhUkFjF7B27QxBBNy+rb5U3727IRYvzsL06Vk4dUqB3FygZUspHBx06wp2+/ZtKBQKeHl5iYY3a9YMGRkZiIqKEoa1atWqyPSurq4wNPy7jpaWlkVuarO0tBQu9xsaGiI3NxeTJk1CvXr14OTkhNq1awNQ90stT927d8fixYsxffp0nDp1Crm5uWjZsiUcHBygUqlw/fp1+Pr6iqZp164diAi3b98uMQ9tzM3NsXXrVjx79gybN29G+/btERQUhB49eqBdu3Z48+YNAICIdOpyIZGUrltfcd52W8l348YNeHp6ita9ubk56tatW2I+bdq0EX1v1aoV7t+/r3PZ+Ro2bCj6XqlSJSQnJwMAIiIi4OnpCan07/u68ru+aRIaGorc3FyN7SE6OlpYZ5q8y22gadOmwv9GRkaoVatWud0XFxISghYtWoi6UFStWhU1a9YU1mFZ2n9BeXl5CAsL07h/ASBqK3Xr1kXlypXfap46dOgAiUQCHx8frF+/HrGxsXBwcECLFi2EeS5t+69evTrc3Nxw8eJFAMC5c+fQunVrtGrVCufPnwcABAcHw8nJqVT3RRT3m1YWH3zwASpVqiR8z99fF9y2Cu/DLS0tERMTg65du6JmzZpwdHTEiBEjAIjbYnHrRpd9aZ06dVC3bl0MGTIEP/74I27evAmpVIq2bdvCzMxMY77du3fHqVOnMHDgQOzevRvJyclwd3dHnTp1dF4m169fR9OmTUX7gWHDhmH9+vWi8QquC3t7ewDQui502X5Laodloes+ytzcHL/99hsaNWoEZ2dnODo6Ijw8XOff1/L6jWBMm39cACKXy0XfJRKJ0Kc6LS0NOTk5MDU1hYmJifDZvHkznj9/rlP+gwcb4eDBPKSmEv74IxdeXlK4umpfTI0bS9Gsmfrj6yvDihVm6NnTCF98kVn2mSwgMxNQKID587NgYpIsfNzcUgAAz5+r+8yvWSPHokVmCA7OQ6dO6bCzS8bs2VnQ9amCaWlpANQ/RAVZWFgAEO+EraysikxvbGxcZJiJSdGneuWvq6ioKHTo0AHZ2dkICAjAzZs339kNzmvWrMGiRYsQHByMTp06wc7ODrNnz4ZCoUBmZiYUCgXmz58vajNubm4AILSb4vIoiYODA0aOHIlt27YhPj4ev//+O4KDg4Wnx7i4uJT4pK+4uDhUq1btLZfE38pjW8nPp3CbAdTtpqSDqMLtSC6XIyMjQ+ey85mamhYZlt/O0tPTi6QX7i9eUP520L59e9Fy+eSTTwAACQkJWqd9V9uARCIpcnAml8uRkpKitS6lkZaWhlOnTonm18TEBA8fPiyX9g+o73NQqVRl3r+UVt26dXH58mW4ublh9uzZcHV1hZeXF65evSrMc1na/0cffSQ8VvfcuXPw8fGBt7e3KAAp7Q3/xf2mlYWm7QqAaNsqPM6OHTvQr18/tGzZEkePHkVoaCj++9//lph3QbrsS6VSKc6fP4/+/ftj/fr18PT0RI0aNbBt2zat+Q4dOhT79+9HcnIyhg0bBnt7e/Tt2xcvXrwoeWH8JTk5uchy1qTgOPknfLStC12235LaYVnoso/Ky8tD586dERQUhGXLluHq1asIDQ0t1c3m5fUbwZg27/0pWOXJysoKJiYmuHXrVpG0gmc+itO/vxGmTs3E3r152L07F998U/TgpiSNGkmxfXsuMjIAHfZ5xTIzAwwNgSlTTDB6dNEDnPwrHOpxjDFlijESEwn+/jmYOzcL9vYSTJtW8uN9839Y8ndu+fK/l8dBQUE7duyAQqFAYGCgcJD2+PHjUuej6apAwRseAfWZqilTpmDKlClITEyEv78/5s6dC3t7e0ydOlVIHz16dJG88s/wFpfHtGnTikxHRHj06JHw45tPJpNh4sSJ+PXXX4WzSD4+PggICEBCQgIcHR2L5JWSkoJbt25pLKesymNbyc+ncJsB1O3G2dm52GkLBxtv3rwRggNtV3sKr9uSyOVy4YpDvuIO3PPbeUBAABo0aFAkvWrVqqUqvzi6bgNEhIyMDNHBUVpamvCQhrdlZWWF1q1bazzgzA8QStv+C5PL5ZBKpeW2f9Flu2/YsCECAgKgVCpx4cIFzJ07F35+foiPjy9z++/YsSOmTJmCpKQk3L9/H97e3jA2NsaTJ0/w7NkzBAcH4/vvvy/VvJQ3TdsVUHzgvX79enTo0AELFiwQhpV2WzMzM9NpX2pnZ4clS5ZgyZIliIiIwLJlyzB8+HDUr18fnp6eGvPu0aMHevTogYyMDBw+fBhTp07FmDFjcODAAZ3agp2dncb91NvQdfstrh1qOmlREl32USEhIQgLC0NwcLDoSnNSUhJcXV11Lqc8fiMY0+YfdwWkOC1atEB2djaUSiXc3d2Fj6mpKVxcXHTKw85Ogk6dDPHTT1lITib076+9+5U2168rYG0tgZYryqViYKB+tG9srBLu7gbCp2ZNAxgZAZUqSYSrNXl/9fpycJBgxgwTtGolQ3i4bk9TadSoEWQymdC9IN/ly5dhZWUlXFouL9nZ2ZDL5aIzxPnvuih8xqm4s4GWlpbIzMxEXt7fXd7yu00BQGpqKv744w8h3cHBATNmzECrVq0QHh4OAwMDeHp6IjY2VtRmatasCSMjI1SqVKnEPDTZu3cvatWqhdOnTxdJS0lJEQUbEyZMQE5ODubMmaMxr+nTp0MikWDcuHFal4MuCi7Ht9lWCubTrFkzXL9+XfS0r5SUFNy/fx/NmzcvNp/CL2i7du2a0HUl/0x5wWDhxYsXpT7zVrduXYSFhQlP1wLUL9/SplGjRjA2NsaLFy9Ey8XGxgZ2dnZlOmDQpjTbwLlz54T/37x5g8jIyBKf26/rWfQWLVogKioKbm5uonk2MDCAk5NTmdp/YYaGhmjUqJHG/QuAEttKYZaWlkUCybCwMLSHlBcAACAASURBVOH/kJAQIe/8Lj4LFizAy5cvkZCQUOb236FDByQkJGDLli1CVyczMzM0btwYgYGBiImJKfZpY29zZUNXd+7cEQXd+U+kK65bWHZ2NmxsbETD/vjjDwC611mXfWlMTAz2798vTFO/fn2sXbsWUqkUd+7c0Zjv/v37hSvEcrkc/fv3x6effiq0vZJ+AwCgSZMmCAkJQXb23y8b3rZtG3x8fET7htLQZfstqR2WhS77qPz5LLhOL1++jJiYmFLtF3TdRvTRrtn/P/+vApCPPvoITZo0wdChQ3Hu3DnExsYiMDAQTZo0wapVq3TOZ/BgI0RGqtC+vQyOjsX3u79wQYGzZ9WfAwfyMG5cJvbsycO335qivLrsz5hhir178/Djj9l48ECF0FAlhg3LgLd3GtLTAQMDCSZOzMTYsRkIDVUiJkaFwMBc3LihQNu2uj0+uHLlyhg1ahQWL16M/fv34/Hjx/D398eqVaswderUcn/bbcuWLZGUlCRczl29ejWuXr0Ke3t73L59G2lpaUI/5sOHDyMiIkJjPp6eniAibNq0CQAQGRkpWtcGBgaYOHEixo4di9DQUMTExCAwMBA3btwQ+rbOmDEDe/fuxY8//ogHDx4gNDQUw4YNg7e3N9LT03XKo7AePXrA29sbvXv3xvfff48TJ07gwoUL2LhxI9q0aQOZTIbPPvsMgPrH8bvvvsOWLVvQuXNn7N69G5cvX8bOnTvRqVMnbNmyBWvXri1yxjsuLg7Hjh0r8tF05rJSpUpISEjA+fPnERcXV+ZtpVKlSrh16xZCQ0Px6tUrfPbZZ8jMzMTo0aPx4MEDhIeHY/DgwbC0tBT6kGuzd+9e7NixA3FxcVizZg0uXryIYcOGAQCqVasGW1tb+Pv7Q6FQICUlBZMnTy71vQGDBg1CYmIipk2bhvDwcOzduxdbt27VOr6lpSXGjh2L+fPnY8eOHYiJicHZs2fRqVOnEuentHTZBgD1VbMff/wRFy5cwIMHD4R2M2TIEK15F15PxRk/fjzevHmDkSNHIjQ0FFFRUVi4cCE8PDxw9erVMrV/Tb788kscPnwYv/zyC+Li4nDmzBlMmTIFbdu2FT0+Vxeenp7Yt28fXr16hdzcXCxevFg0n8eOHUPPnj2xZ88ePHr0CKGhoVixYgVq1KiBatWqlbn929jYoHHjxsKLQ/O1bt0aK1euRIMGDTRexQSKboPviqWlJUaPHo2IiAiEh4fjq6++Qo0aNdC6dWut07Rs2RJBQUEICQlBXFwcJkyYIFzBvH79us5XQ0ralz5+/Bh9+vTBsmXLEBkZiQcPHmDhwoUwMDDQeG8hoH6f0oABAxAcHCxsjzt37hTaXkm/AYD6RZx5eXkYMmQILl26hP3792PmzJmoV68eDAzKdhiky/ZbUjvUJj09XeO+/enTpzrtoxo1agQTExOsWLECz58/x4kTJzBp0iT4+voiMjJSp+5rumwjJiYmMDU1xblz5xAaGoq8vDxcuXIFXl5eohMCjGmkv/vddVPSU7CCgoJEwz09PWn06NHC98TERBo2bBjZ2NiQiYkJ1atXj3755Zdiy8x/Cla+9P9j78zjoq72//8almGAYUZlcWFxI0C4ioniAmmKWu5dFzLRNLPS1DRzqSz1pte6meUvUytL06wkbdHUzCUXtJuCiqgY4r7cRGxmGPZZeP3+mOYDMwwwuKD1Pc/HYx762c55n/d5n/fnvD+f83mTT3p5abhyZYm0z5ksWCqVhh065HHNmtJq2lf7LFgk+eWXpWzTJo9yuYb+/loOGpTP06fN0vFDh0zs0UNPtVpLhULDVq10fOed4kr1VMQ+A0ZpaSlfeuklNmnShG5ubmzevDkXLlxok7EpMDCQs2fPtiknKSmJcXFxNvu6devGpKQku7a35KxZs6TtGTNm0M/Pj2q1mk888QR1Oh3nzp1LhULB559/niaTiX369KFcLmf37t2rbMfChQvZuHFjqlQqxsXF8dixYzbZSw4dOsQePXpQrVZLNvHOO+/YlPHll1+yTZs2lMvl9Pf356BBg3j69OkK+q25DHvy8/O5YMECRkdHs169enRzc5NSUlZM22nlm2++YVxcHJVKJQHQx8eHAwYM4MGDByudq1arCcDh78KFC5Uy8Fy6dIkRERGUy+WcM2cOyVsbK9u2baOvry+9vb25fft2kuSBAwcYFxdHhUJBpVLJRx99lCdPnqyyjKNHjxIAt2/fzj59+tDT05N+fn589dVXbWxt27ZtDAsLo7e3NyMiIvjtt9+yc+fOUoYgZ33Ce++9xyZNmtDDw4OdO3eW7KNipqmKmXyMRiNff/11hoSE0N3dncHBwZw4cSLz8vKqbNPdGgNLly6lm5sbDx48yHbt2lEul7N58+bcsmVLlbJYdVexn6rLgkWSaWlpTEhIoJeXF1UqFbt06WKTEehW7N/ev5CWVLYRERF0d3env78/x40bZ5N9y5EeHZGdnc34+Hh6e3szKCiI8+bN48svv8wHH3yQpKUPX331VTZr1sxmTGdmZkpl3Ir9k5Y+q2g/pGXsArDJXlXTGHTWfu2pLgvWwIEDOXjwYH744YcMCQmhXC5nx44dmZGRIZ3jyIf/8ccfHDRoEJVKJRs3bsx58+bRbDazV69e9PDw4Jdffumwb+zrJ2v2pWvXrmV0dLRka507d67WnnNycjhixAj6+/tTLpczJCSEzz//PHU6nXROTfcAkty3bx9jY2OpUCgYGBjIKVOmSJm3rFmwKmYBy8/PJwB+/vnnVcpW0/h1xg7tGTRoUJW+3Zptyhkf9dVXX7FZs2b09PTkQw89xIyMDP74449UqVRSdr7qsmBZdV/TGPnXv/5FLy8v+vr6UqvVStkrK2Y6EwgcISPFuzOB4H4jKioKjRo1wu7du++1KIJ7yAcffICpU6c6/bG3QCAQCAR/Bf5WH6HfCu7uWqczRf1VSUtTISZGfDT2V2L69OkYO3Yspk2bhlGjRqFBgwZ37KNjgUAgEAgEgnvJ//kAxGisX/NJAkEd89RTTyEnJwfLly/HsmXL8Oqrr2Lu3Ln3WiyBQCAQCASC20YswRIIBAKBQCAQCAR1xt8qC5ZAIBAIBAKBQCC4vxEBiEAgEAgEAoFAIKgzRAAiEAgEAoFAIBAI6gwRgAgEAoFAIBAIBII6QwQgAoFAIBAIBAKBoM4QAYhAIBAIBAKBQCCoM0QAIhAIBAKBQCAQCOoMEYAIBAKBQCAQCASCOkMEIAKBQCAQCAQCgaDOEAGIQCAQCAQCgUAgqDNEACIQCAQCgUAgEAjqDBGACAQCgUAgEAgEgjpDBCACgUAgEAgEAoGgzhABiEAgEAgEAoFAIKgzRAAiEAgEAoFAIBAI6gwRgAgEAoFAIBAIBII6QwQgAoFAIBAIBAKBoM4QAYhAIBAIBAKBQCCoM0QAIhAIBAKBQCAQCOoMEYAIBAKBQCAQCASCOkMEIAKBQCAQCAQCgaDOEAGIQCAQCAQCgUAgqDPuiwDktddeg0KhqPacS5cuoWPHjlAoFFiyZAmGDh2Knj171pGEt8akSZPwj3/8416LAQAICgrCa6+9dq/F+NsxcuRIxMfH10ldN28SMpkWGzca66Q+gYV//EOPSZOKAAAnT5ohk2lx4IDpHkv11+eDDz6Am5ubtO3n54cFCxbc1Trt7yP3G2fPnoVMJsOuXbuqPOfkyZOQyWQ4cODALddTr149yGQyHD582OHxb775BjKZzMa3PfbYY5DJZNJPLpcjJCQE48aNw7Vr16TzgoKCbM5z9Pvtt99s+tveFu4GZrMZiYmJUCqVGDx4cCU9/hXmFLdDbdt3J+xMIKiOuzvi7yCrVq1CZmYmduzYgfDwcERFRaG0tPRei3VfsGzZMqSmpuKzzz6716LUyLBhw9CvXz+MGTPmXotyS/zV5D91yox+/Qpw8aK6zusOCNDh8GEVmjWzPOdYtqwUqakmfPaZd53LcqcIDHTBihVeCA11va1y/mp2dCew91Pdu3fH8uXL61QG+/vIvebUqVPo168fLl686PQ1gYGBWLFiBUJDQ2+rbi8vL6xduxaxsbGVjq1bt87hQ8GWLVvik08+AQAYDAZkZmZiwYIFSE1NxbFjx+Di4oL169ejpKQEAHDz5k088cQTmDFjBnr37i2VExISgsWLF6N169a31YbasH//fmzYsAEffvghevfujXr16t0RPd4LbuWe/9xzz9VqznSn7MwZAgICcPjwYTRr1uyu1yW4f/jLBCAajQZNmzZF165dAQC9evW6xxLdPxw5cuRei+A0R44cQb9+/e61GLfMX03+I0fM96Tey5fLkJtLO1n++m8N6teXYfx4j9su569mR3cCez8VFRWFqKioOpXB/j5yr7kV312/fn2MHz/+tuuOi4vD+vXr8d5778Hd3V3ar9VqsW3bNsTGxoK0HcNKpRIPP/ywtN27d2+4ublh8uTJOHv2LMLCwmzemly9ehUAEBkZWenp++jRo2+7DbVBo9EAAIYMGQI/Pz8AuCN6vBfcit3Uds50p+ysJi5fvozc3Ny7Xo/g/uO+WIJVE/Hx8fjggw9w6tQpyGQyvPXWW5VeJ/7vf/9D//794eXlhSZNmmDRokV47bXXEBkZCQBIS0uDTCZDWlqaTdmhoaGYPn06AEjl//DDD4iKipKeDJlMJsybNw8RERHw9PREWFgYVqxYYVPO//73P/Tt2xeenp5o1KgR5s2b51TbPv30U0RGRsLDwwO+vr5ISkpCTk6OdLx///7o37+/zTXr1q2DTCZDQUEBHn74YaxevRpr1qyBTCZDenp6lXW5urrijTfeQKNGjaBQKNC3b1/cuHFDOn716lU8/vjjaNCgATw8PNC6dWusW7cOAJCVlQWZTIaUlBTp/PXr10Mmk9no4rfffoNMJkNqamql+mUyGS5cuICnnnoK9erVc1oH9rzzzjtQKpU2+65evQqZTIYtW7YAAIxGI6ZPn46QkBAoFAoEBwdj2rRpMBgM0jVHjx7FI488Aj8/P6hUKgwePBiXLl2qst6q5Hdzc8N3332H8PBwSW8V7cwZ+3HERx+VIiQkD56eWsTF5ePUKdtgwmwG5swpRmio5ZygIB0mTixCYaHl+Lx5xRg9uhCXLpVBJtNiyRLL06+0NDN69cqHn58OSqUWsbF67NpVHhwYjcD06cUICcmDQqFFcLAO06YVoYLqcPSoGY88YilDpdJi8OACXLpUBgDYu9eEpk3zAADNm+fhsccK8PDD+Vi92oA1awyQybRITzfXWE5VnD5tac+OHSYkJORDrdYiJCQPX35pwOHDZsTG6qFSadG2rR6pqeU6M5ksOomIsOgrLCwPK1bYPhE8eNCEtm318PDQIjw8D998Y7vczX4JVk194AhHdlRaWooZM2YgODgYcrkcTZs2xezZs2EyVR203QkbHzZsGB5//HHMmTMHSqUSX3/9NTw9PfHWW2/Z1GUwGFCvXj28+uqrAIDc3Fw8+eSTCAkJgZeXFzp16oS9e/dWKasjP1XTspuaZHem/RVxdB+xb7/Vf1TnCwFgxYoVCAgIwN69exEdHQ1vb29ER0fj+PHjWLNmDcLCwqBSqdC3b98qJ1fz5s3D6NGjcenSJchkMpslYYWFhUhKSoKPjw/UajVefPFFmM0WW7ZfGnPlyhUkJiaiYcOG8PT0RGRkJD7++OMq9WqlV69e0Ol02Lp1q83+5ORkNGjQAG3atKmxDADSmxK1unZvWatbcueMz0xJSUHXrl1Rr149+Pj4ID4+Hvv373dY3muvvYahQ4cCAPz9/fHoo4/WuMToVv32mjVrEBUVJfXF6tWrbY7XdL97/PHHkZiYiNWrVyM8PBw+Pj6IiYnBr7/+CsDxWAKAr776Cu3atYOPjw/8/PwwcOBAnDt3TirXfs7UsGFDvP/++5g+fTqCgoKgVqsxYMAAXL9+HUBlO7Pa/KFDh9CxY0eo1Wq0aNECq1atstHZ5MmT4evrC5VKhbFjx2LTpk2QyWQ2cw0re/fuRdOmTQEAzZs3x2OPPYYmTZpg/vz50jnXr1+HTCbD448/bnNt48aNsWjRIgDAwYMH0bVrV3h5eUGpVKJHjx4O5yBWtmzZUuXywLNnzwJwzifX5CdOnz4NmUyGHTt2ICEhAWq1GiEhIfjyyy9x+PBhxMbGQqVSoW3bttXK+7eF9wGzZ8+mh4dHlcd1Oh2ffvppRkREMDc3l0VFRRwyZAgTEhKkc/r27csmTZpwx44dPH78OPv378/Q0FBGRUWRJFNTUwmAqampNmW3bNmSL730EknyzJkzBMB27dpx1apVzMjIIElOnTqVXl5eXLNmDbOzs7lixQrK5XJ+8sknUjkJCQkMDg7m7t27mZmZyYkTJ7JRo0ZS/Y5Yu3YtZTIZFy5cyKysLO7du5cRERGMiYlhWVkZSbJfv37s16+fzXWff/45ATA/P586nY4xMTEcPnw4c3NzaTKZHNYVGBjI8PBwTpo0iWlpafzmm2+oVqs5fvx4kmRpaSkjIiIYHR3Nffv28cyZM5w7dy4BcNOmTSTJ4OBgvvnmm1KZ48ePZ3BwMJ944glp30cffcT69evTbDZXkuHq1asEwKVLl/KPP/5wWgf2LFq0iN7e3jb7rly5QgD84YcfSJLz589nQEAAf/rpJ547d45bt25lkyZN+Morr5AkL1++TJVKxT59+jAjI4Opqans2rUrQ0NDWVJS4rBeR/InJSWxefPm7N27N1NSUpiSksI2bdqwVatW0nXO2I89+/cbCWg4bVoRs7LM3LbNwJiYPAIabthg+FMPxZTLNVy/vpRnzpi5Y4eRgYFaTplSSJIsLCRfeKGQwcE65uaWsbiYLC4mfX217N8/n8eOmXjqlIkvvFBIb28Nr14t+1N3xQwI0PKnn4w8d87MrVsNbNJEy1deKfpTd2aqVBr26ZPPjAwTU1NN7NpVz9BQHUtKSIOBTE4uJaDh0aMm6vWkTlfGmJg8Dh9ewNzcMppMNZdTFdnZZgIaxsbm8fRpM00mcsSIAvr4aNi7t57XrpWxpITs0UPPjh3zKvRDIb28NFyzppTZ2WauWFFCuVzDTz6xVKbTlbFBAy179NDz+HGLPAkJejZooOXEiRadnjhhIqBhSorRqT5w1o7Gjh3LBg0acP369Tx79izXrVtHHx8fvvjii1WWcydsfMSIEYyIiGD//v25b98+3rx5k4MHD2ZsbKxNXVu3biUAZmRk0Gw2MyYmhqGhoZK/mzRpEhUKBU+cOOFQVkd+aunSpXR1dZXO8fX15fz5852Wvab2O5LB/j7iqP3O+MKVK1dSLpdz+PDh1Gq11Gq1DA8PZ4sWLThmzBgWFRXx6tWr9Pf356xZsxzKU1hYyBdeeIHBwcHMzc1lcXExs7OzCYBt27bl0qVLmZ6ezrfffpsAuH79epLkiRMnCIApKSkkLfeeuLg4Hj58mGfPnuXy5cvp6urKn376qUrbUavVXLlyJXv16sV//vOfNsfi4uI4efJkTpw4kXFxcdL+QYMGMTo6mkajkUajkQUFBTxw4AAfeOABjho1ymE9Vr+8evXqSscq9re9LdTkMwsKCqhSqfjcc88xMzOTp06d4oQJE+jl5UWNRuNQ16tWrSIAZmVlMS8vr5Ie7ecUt+K3N27cSFdXV7799ttMS0vju+++S5lMxg0bNpB07n6XlJTExo0b87nnnmNBQQGLiorYu3dv6Z7iaCwdPnyYMpmMs2fP5unTp3n48GF2796d0dHRkmz27QsMDGRgYCBXrVpFo9HIK1eusHHjxpwwYQLJynZmtfl+/frxypUrLCsr49y5c+nu7s6rV6+SJN9++226u7vz448/5m+//cbZs2fzgQceIADm5uZW0pfBYGBycjIB8OjRo9Tr9Rw5ciQfeeQR6Zz169czODiYjRs3lvZlZWURAI8dO8asrCwqFAoOHz6cx48f5/Hjxzlw4ED6+PjwypUrDvupsLCQ2dnZ0i8rK4vt2rVjdHS05F9q8snO+AnreI6NjeXp06dpMpk4YsQI+vj4sHfv3rx27RpLSkrYo0cPduzYsUq7+rvylwhASHLixIk2k/mKg+n69et0cXHhsmXLpON6vZ716tWrVQBiNRbrNknm5eVRLpdz7ty5NteNGzeOoaGhJMsnFBXrLysrY1hYWLUBSNu2bTlo0CCbfTt37iQAHjhwgGTNAQhJduzYkaNHj66yHtLibOwnFSNHjuSDDz5Ikvz++++lAV2RuLg49uzZkyQ5ZswYG1kiIiI4f/58BgUFSfuSkpI4dOhQhzIUFxdXuhk5owN7nAlAEhMTbZwtSZ4+fZpZWVkkyZdffplqtZparVY6fvnyZbq4uHDdunVOy5+UlERPT0/evHlT2vfJJ58QAPPy8pyyH0c880whGzXSsmI8+cUXpTYByO+/lzEjwzbgnDatiK1a6aTtWbOK2LRp+bbBQGZkmHjzZnlwp9eTgIbJyaUkycTEAiYk6G3KPX3azKwsS1D58stFVKu11GrLy7h82UwXFw3XrbOU8eOPBgIaXrhQHoh27JjH0aMLpG1nynGENQBZvLhY2rdpk8FGNyS5bFkJFQrLZCQvr4xyuYZz5xbZlDVuXCFDQy36ser31KlynV69WkaZTFNlAOJMH9hjb0c3b96km5sb33vvPZvzZs+eTW9vb5aWOtbFnbDxpKQkuru7S4EQSSYnJ1Mmk0mTCpJ86qmn+I9//IMkuX37dgLgnj17pONms5nh4eEcN25cle2291PVBSDOyF5T+x1hfx9x1H5nfOHKlSsJgEeOHJGOv/jiiwTAGzduSPuGDRtmM5myZ9asWWzatKm0bb0HzZw50+a8oKAgaeJjPzEMCAiQ9Gbl119/5fXr16us1xqArF69mnK5XGr/+fPnKZPJ+MsvvzgMQABU+j366KM2/q8itxKAOOMzMzMzbXRAkkajkXv37mVhoePgf8OGDTYT4eoCkFv12126dOGQIUNs9s2cOZNLliwh6dz9LikpiSqVikVF5b5q7dq1BCC1zX4s5eXlMS0tjUajUdq3efNmAmBOTk6l9pGWOYHVnq2MHTuWHTp0cKgfq81XvC9fvnyZALh161aSZFRUFIcNG2ZTZkJCQpUBCEn++OOPBMALFy6QJD/77DOqVCrpIeb48eM5a9YsKpVKnj17VpLF39+fZWVlnDp1Kv38/GgwlPv+/Px8KhQKLliwwGGd9sybN48qlYrZ2dkknfPJzvgJ63hevHixdHzTpk0EIAWlJLls2TIqFAqnZP078ZdYglUT2dnZKCsrQ1xcnLTPx8fnljNadO7cWfp/eno6DAaDzQd0gOU16NmzZ1FQUIDTp08DgM3HfDKZzOHHfVaMRiMyMjLQqVMnm/3t27eX6r3TdOnSxWY7ICAA+fn5ACxrSj09PREdHV1JHqssCQkJ+OWXX0ASN27cwNmzZzF+/HjcvHlT+ogyJSXF6bWmd1MHAwYMwO7duzF8+HBs3LgRWq0WERERCAsLAwAcOnQIsbGxNkupgoOD0aJFi1rXGx4eDl9fX2k7ICAAAJCfn++U/TgiM9OMmBg3uFb41rljR9vlKn5+Mvz4oxGdOukRHKxDo0Y6fPRRCTQaoirc3QGDAZg0qQitWuWhcWMdHnhABwDSdQMGuGP3bhOGDy/Exo1GaLVERIQLwsIs7uLQIRNiY11Rr55MKjc42AUtWrhIS6ucwZlydDpKP73etl3h4eXKUaksZUREuNjsKykBSkuB9HQzDAagd293mzIeftgNZ8+WoaDAonNvbyAysrzcwEAZAgNlqIpb6QN7jh8/DpPJ5HAcFBYWIjs72+F1d8rGw8PD0aBBA2nbupT1+++/B2BZVrF582aMGDFCKtfDwwPdunWTrnFxccFDDz10x/yWM7LX1H5nsW+/M76w4rVWVCoVfH194e/vb7MvLy+vVvIA1ftqewYMGIA333wTL730Enbv3g2DwYCOHTuiYcOGNdYzePBg6cNxwLK8t2nTpjb3wIqEhYUhNTUVqampOHToEL799luQRNu2bW2W+9wOzvjMsLAwhIeHIykpCW+99RaOHj0KV1dXdOvWDV5eXnUigyOOHDmCDh062Oz7z3/+gylTptTqfhcaGgpPT09pu379+gAs3+c4QqVS4cKFC+jbty9atGiBRo0aSd/YWL99cYT9Mrv69etXWYejayrKRRJnzpyxmYcBwD//+c9qy7MnISEBer0eJ06cAADs27cPXbt2RWxsrLQEfP/+/ejZsydkMhmOHDmCmJgYm++YlEolwsPDnfJHu3btwvz58/HZZ59JH9w745Nvx08AQEREhM2+kpKS/3OJlf4WAcgff/wBwBJ0VKTipLA2VFzLqtfrAVgytigUCun31FNPAbCsT7TeGCo6DACVvlOoSGFhIcrKyiRjtGJtQ1U3m9vB29s2+5BMJpM+MtTr9VAqlZDJbCdbPj4+kiw9e/aEVqtFZmYm9u3bh+joaPj5+aFDhw5ISUnBxYsXcfnyZacDkLupg5EjR2LTpk3QarUYNWoUAgICMHToUGkdql6vx+7du236VKFQ4Ny5c/j9999rVZcjvQIASafsxxH5+YSdOUGptO2byZOLMH9+MSZNUmD/fhXS09V45pnqP5DOzi5Djx56lJQQ69YpcfSoGkeO2K7dHjlSjk2blNBqyzBqVAECAnQYOrQAN25YbYXYvdsEhUJr8zt3rgy//1799xsVqamckhKgfn2d9GvTRm9zvYdH5cBAoai8j4QUvHTvnm9T11NPWT7WuH697E+dV77eXu8VuZU+qKwHS7tqOw7ulI3br9338vJC//798e233wIA9uzZgz/++ANPPPGEVG5paSk8PT1tyl29enWtx05VOCN7Te13Fvv2O+MLrXh42Pa1o8xRpPPBqJXqfLU9K1aswMKFC7F//3706tUL/v7+ePnll6v9S1h1bQAAIABJREFUfsiKSqVC//798fnnnwMAvvjiCwwfPrzK8z09PdG+fXu0b98esbGx+Oc//4nNmzfDxcUF//73v2vRwqpxxme6uroiJSUFiYmJWLlyJWJiYtCsWTOpHXUhgz1FRUUoLS2t1HdWanO/s59LWKnKBpKTkzFs2DB07NgRP/74I9LT0/HRRx/V0ErH9dRkr1Vdo9frYTQab3seFhQUhPDwcBw4cAA3btyQgpq4uDibAMQ6z9Dr9ZV0Cjger/Zcu3YNI0aMwNSpU20CJWd88u34CeDO+Yq/Mn+ZLFjVYe3IoqIim/0VI397I7FSXFxcbdnWm9O6descpgwMDg7G+fPnAaDSky6dTldlud7e3nB1dZUM3Yp121qvoxtPTTLfCmq1Gvn5+SBpoyu9Xi/J0qhRI0RGRuLgwYM4fvw4HnroIQCWjzsPHDgAkmjZsiWaN2/uVJ3O6sAeR33pSCcDBw7EwIEDUVhYiK1bt2Lq1KkYN24cNm/eDLVajfj4eIdO2t6B3g7O2I8jvL1lyMuz7XedrnzbbAZWrSrFa695YuRIubTf/hp7kpMNMJmAr75Swur/Ll+uHDQMHOiOgQPdUVgIbN1qwNSpRRg3rhCbNyuhVssQH++Gjz6qfKP18al6sm5PTeV4eAApKeV94Si4qE1dALBunTdat67s9oKDXeDtLav0lgWw1XtFbrUPKstmsZHajgPg7tm49UNYjUaDb775Bp07d5ZSZKrVaigUChw7dqzSda6ut5ee2IqzslfX/tupuyZfeD/h7u6OKVOmYMqUKcjJycHatWsxe/ZsBAQEYNq0aTVeP2LECAwePBibN29GVlaWFGg6i1wuR6tWraQn1reLsz7T398fixYtwqJFi5CZmYnFixfjySefRGRkJGJiYupEhop4eXnBy8ur0ji2cqv3O2dYuXIlevToYfPx9t2YJ1SHdZJd3TzMWRISEnDw4EEEBASgdevWkj+YPHkyrly5gkuXLkkrXNRqtUOd6/V6NGnSpMo6jEYjEhMTER4eXinphjM++a/mJ+5H/hZvQB544AEAsPmjSvn5+TZ/zMkayVYMCm7cuFHjE7vo6Gh4eHjgxo0biIiIkH7WV+0eHh7S67WKr92MRmO1WWHc3d0RHR2NgwcP2uz/73//CwDSa1yVSlUpkDl+/Hil8m43cm7fvj1KSkpw9OjRSvJUfKXcs2dPHDx4UHotCkDKPuLs8iurrM7qwB6VSoWioiIYjeUZiux1smnTJmlZmLe3NxITE/HMM89IN8nY2FhkZ2ejZcuWNv3q4uKCxo0bOyW/MzhjP44ID3dBRoYZZRVig507y9trNluyOvn6lju+/Hxg82Yj7MWruF1SQnh7y1Dx4cu6dQab8zZtMuLiRUvF3t5AYqIczzzjgRMnLMuiYmPdkJ1tRsuWLoiIKP+5uACNG9sGCdXJUlM5MhkQH+8m/dq3v/XJbXS0Kzw8gBs3aFOXr68M/v6WYCc83BUGg2UplpUTJ8y4fr3qAMTZPnCE1Y6io6Ph5ubmcByo1WrJv9lzN228T58+8PT0xI8//ohNmzZJy6+s5ZaUlMBsNtuU6+npiaCgIKfaXBPOyF5T+28VZ33hneJ2fHdeXh6++OILyRc2bNgQM2bMQOfOnZ3WQ9++fVGvXj3MnDkTkZGRTme/slJaWoqTJ08iMDCw1vI7whmfeeHCBWzatEm6JjIyEh9++CFcXV1x8uTJOpHBEQ8++CD27dtns2/q1KmYMmXKLd/vqqKi3ZSUlFR60/DFF19UOu9uYs1EZ//HLb/77junrq8op6N5RufOnXHu3DkkJycjIiJCCgLbt2+PtLQ0m+x3Op0Ov/32W7U6nTlzplSefTY+Z3xyXfuJvyN/iwCkRYsWaNeuHf7973/jv//9L3777TeMGjUKjRo1ks4JCQmBn58f1q5dC5PJBJ1Oh8mTJ9us/XWESqXCs88+i7lz5yI5ORkXLlzA3r170atXL2mNpXXN7JtvvokdO3YgPT0dzz77LORyebVlT58+HVu3bsW7776LS5cuYc+ePZgyZQq6desmrQuNiYlBamoqMjIyQBLbt2/H9u3bbcqpX78+jh07hvT0dGk5Wm3p06cPIiMj8cwzzyA1NRXnz5/Hq6++irS0NJunaAkJCfj5559x+vRpKd97ly5dkJ2djR07dlQbgCgUCnh6emLfvn1IT0+X0mjWpAN7YmJiQFJK/5eVlYVly5bZnLNkyRI8/vjj2L9/v9RnX3/9tbRuffz48SgoKMCYMWOQnp6O7OxsLFiwAFFRUVX+dWBH8teEM/bjiCee8EBODjFtWhFOnDDj22+NWLOmfH2oXA60beuKNWtKcf58GTIyzOjfPx99+7pDoyGysspgMln+bsX162VISTHh0qUydOzohtxcYvVqA37/nVi+vBSHD5sQECDD8eNm6PXEkiUlePzxAuzfb8KFC2XYu9eEr782oFs3tz9154GCAmLMmEKkp5uRnV2GBQtKEBWVh8OHLcs+6te3uJatW43ShL5+fRccO2ZGeroZf/xBp8q5U6hUMjz7rAfmzi1GcrJBalevXvkYPdqyDKt/f3f4+Fi+j0lNNePAAROef74IDRs6fvPibB/YY29HPj4+GDt2LN58801s2rQJly9fxtq1a7Fs2TJMnTq1ylS1d8PGK8o4aNAgLFq0CLm5uUhMTJSO9ezZEw8++CBGjhyJffv24eLFi/jqq6/w4IMPVhqHFamNn3JG9praf6s46wvvBPXr18f169eRkpJSbQrwqnBxccHEiRPx7LPPIj09HRcuXMBXX32FI0eOOK0HDw8PDBkyxKm3HwUFBdi7dy/27t2LPXv2IDk5GX369MHNmzfxyiuv1Fp+RzjjMy9fvowhQ4Zg8eLFyMrKwpkzZ7BgwQK4uLhU+f3KnZbBES+++CJ27NiBuXPnIi0tDUuXLsUHH3wgfUtwK/c7R9iPpY4dO2Lnzp04dOgQLl26hAkTJkhP/9PS0ursbciwYcOwYcMGJCcn4/z585g3bx6uXbtW7TXW70i2bt2KzMxMAJalb9euXcPmzZullRY+Pj5o06YNPvjgA5t5xvPPP4+ioiI8/fTTOHPmDE6cOIERI0ZApVJV2VffffcdlixZgvnz56OoqAhnz56Vfnl5eWjQoEGNPrku/cTfljr62L1abjcLFmlJyxYfH08PDw82b96cn3zyCcePH8+YmBjpnG3btjEsLIze3t6MiIjgt99+y86dO0vZRawZC3bu3GlTt9Fo5Ouvv86QkBC6u7szODiYEydOZF5eeYrPCxcuMCEhgR4eHgwICOCcOXM4e/Zsm3Ssjvjkk08YERFBd3d3+vv7c9y4cTaZXwoLC5mUlMR69erR19eXI0aM4Ndffy1lWbK2y9fXl97e3ty+fbvDegIDAzl79mybfS+99BJbtmwpbV+5coVDhw6lWq2mXC5nu3bt+P3339tck5eXRzc3t0rtat26NV1cXBymQKzIv/71L3p5edHX11dqZ006cMTChQvZuHFjqlQqxsXF8dixYzbp73JycjhixAj6+/tTLpczJCSEzz//PHW68uxEaWlpTEhIoJeXF1UqFbt06cJt27bVSv6kpCSbTDEk+cMPPxCAlALQGftxxHvvlbBJEy09PDTs3FnPY8dMNtmq0tNNjInJo0KhYUSEjhs3GnjlipktWujo42PJQHXpkpkRETrK5RrOmWPJqjJjRhH9/LRUq7V84okC6nRlnDu3iAqFhs8/X8icnDKOGFFAf38t5XINQ0J0fP75Qup05dmq0tIsKWq9vDRUqTTs0kXPbdvKs5CYTGSfPvmUyzXs3t2SUWvbNgN9fbX09tZw+3aDU+U4wpoFa+fO8owve/ZY0hZnZ5dn3fr8c0tWq+I/k2UZjeTrrxcxJERHd3cNg4N1nDixkHl55e3atcvIqKg8urtr+MADFp3Gxek5YYLjLFjO9IEj7O2otLSUL730Eps0aUI3Nzc2b96cCxcurDIVNXlnbNyR/Vqx2rGjLE45OTkcNWoUfX19qVAo2KpVK7777rtVykpW9lPVZcFyRnZn2m+PoyxYjtpfky+0ZgSqmHVo7ty5DAwMtCnn6aefrja95qVLlxgREUG5XM45c+ZUeQ+KiYnh008/TbJydqJDhw6xR48eVKvVUl+88847VdZJlmfBsvLzzz8TgJQFyKqrmrJg+fv7s0+fPjx48KDDem41Da8zPnPt2rWMjo6W7KNz587csmVLlW2uTRYsZ2VwxIoVKxgaGkoPDw+GhYVx+fLlNsdrut85c0+xH0t//PEHBw0aRKVSycaNG3PevHk0m83s1asXPTw8+OWXXzrMglXdnKCqLFgVbT4/P58A+Pnnn5O0pEceMWIEvb296efnxylTpkhZO/V628yKVkwmE/v06UO5XM7u3btL+zt06EAANtncJk+ebHOft3LgwAHGxcVRoVBQqVTy0Ucf5cmTJx3WR1rGpb0tW39Lly4lSad8ck1+wtF43rNnT6WxZtVRcXF5Zsf/C8jIv8dXL0VFRdIfy7KSkJCABg0aYMOGDfdQMoFAIBAIBIK/N0ajETqdziYT3Pz58/H++++Lv3YuqMTf4iN0wJI6MicnBx999BEaNmyILVu24Oeff5b+sq1A8FfhlVeK8dZbJfdaDMEdIC1NhZiYO/NhtkAgENzPvPnmm1i0aBFWrVqFmJgYZGRk4P3338eYMWPutWiC+5C/zRuQnJwcvPjii9i1axcKCwsRGhqKadOmVbteUyAQCAQCgUBw+5hMJsyZMwdffPEFcnJyEBQUhMTERMyZM8dh2lnB/23+NgGIQCAQCAQCgUAguP/5W2TBEggEAoFAIBAIBH8NRAAiEAgEAoFAIBAI6gwRgAgEAoFAIBAIBII6QwQgAoFAIBAIBAKBoM4QAYhAIBAIBAKBQCCoM0QAIhAIBAKBQCAQCOqM+yIA8fPzw4IFC+q0zqFDh6Jnz553tQ6z2YzExEQolUoMHjzYqWs++OADuLmV/33IupDz0qVL6NixIxQKBZYsWXLHyz9//jyeeeYZNGvWDB4eHlAqlejSpQu+/PLLO16XIx577DHIZLIqf2fPnq0TOarjXoyBmhg5shDx8fn3WoxqWbasFNHRemmbBBo21OG774x1JsPQoQXo2fPu6elul3+3sJfbz0+HBQssf2Dzgw9K4eamdXjs78pfxTZPnTLDxUWLP/6wZOjfutWIzp31UKm0CAnJw/jxRdIxK7t2mdC+vR4KhRZNmujw8svFMJnKj5vNwLvvliAqKg/e3lpEROTh7bdLYDbb1m02A6+9VgwXFy2WLCl1KJ+9Hs+fL8MzzxShWbM8eHhooVRq0aVLPr780lCrdt9J6tXTQSbTOvwFBenumVxW7MffX4WTJ82QybQ4cMBU88kVqDgObrUMwZ3nb/OX0O9H9u/fjw0bNuDDDz9E7969HZ5z6tQp9OvXDxcvXgQAdO/eHcuXL69LMbFq1SpkZmZix44dCA8Pv6Nl5+TkoFu3bggODsbixYvRrFkz6HQ6rFmzBklJSTAYDHXyV1JbtmyJDz/80OGxwMDAu15/TSxevBitW7e+12LUmlOnzOjXrwAXL6qlfcOGFaBfPznGjJHf9fp37TKiZ093aTsjw4w//iC6d6/ZtTmS3Rns2/fccwqUlt69P6d0t8u/W9RG7sWLvdC69d/nL8YHBOhw+LAKzZqVP+OrjW1WVUZN3Anb3LXLhAcfdIWvrww//WTEgAEFGDtWjoULvXDxYhlmzSrC1atl2LJFCQA4ccKMfv3y8eSTHli0yAsXLpRh+vQiGI3A4sWeAIDXXy/G4sUlmD/fEx07umH/fhNeeaUYLi7A9OmWP1D3++/EE08U4MaNMrhWYwoV9ZiTQ3TrpkdwsCsWL/ZCs2Yu0OmINWtKkZRUCIMBdeKHHDF4sDsmTKj8x/fuh7/H1727G5Yv97rXYtw16tpHC24NEYDcRTQaDQBgyJAh8PPzc3jOkSNHbLajoqIQFRV112WriEajQdOmTdG1a9c7XvbGjRtx7do1HD9+HA0aNJD2JyQkoKioCCkpKXUSgCiVyrv+Jul2GD169L0W4ZY4csTscF+/fne/brMZ2LPHhGef9ZD27dxpREyMK+rVk9V4vSPZncG+fb163V03erfLv1vURu7Ro+/NJPFucPlyGXJzK092amObVZVRE3fCNnfuLA/q3323BB07uuKTT7yl40VFxOTJRSgoAJRKYNGiEkRFueLjj70gkwHduwOlpcTUqUV4/XUFvL1lWLq0BC++qMDMmZbZd7dubsjIMCE52SAFIF98UQp/fxm2bFHDz6/qp/MV9bhsWSmuXSOOH1eiQYNyvSYkuKGoiEhJMd6zACQ42AU9e96fYzcqyhVRUX+fgN+euvbRglvjvliCZc/Ro0fxyCOPwM/PDyqVCoMHD8alS5cAADt37oRMJsOvv/5qc83hw4chk8mwY8eOGstwREpKCrp27Yp69erBx8cH8fHx2L9/f7Vyfvrpp4iMjISHhwd8fX2RlJSEnJwcAMBrr72GoUOHAgD8/f3x6KOPVrp+3rx5GD16NC5dugSZTIYlS5ZUWoJlT25uLp588kmEhITAy8sLnTp1wt69e6XjRqMR06dPR0hICBQKBYKDgzFt2jQYDI5fR8fHx+ODDz7AqVOnIJPJ8NZbbwEADh48iK5du8LLywtKpRI9evRAamqqdN2yZcvQsGFDbN68GQ0bNsSMGTMclm+t11H9GzduxKeffiptp6WloVevXvDz84NSqURsbCx27dolHT99+jRkMhn27NmDxx57DH5+fmjYsCEmT54Ms/27/Fpibf8PP/yAqKgoxMbGArAso5szZw5CQ0Ph6emJoKAgTJw4EYWFhdK1DRs2xPvvv4/p06cjKCgIarUaAwYMwPXr12308OqrryIoKAhKpRLx8fH45ZdfpOMVl2A504eHDh2S+ic4OBgzZ85EaWn5koWa+q+kpAQymazGZV9ubsB33xkRHm5Z3tC6tR5paRZdz5tXjNGjC3HpUhlkMsuSCZlMiwsXyvDUU4WoV8+y1ECt1uI//ynBU08VIiBABy8vLR57rAA3b5ZPsFJSTOjaNR/16ung46NFfHw+9u8vf0X+8svFlZYMHD5sQlER0bVr+RuQipOnK1fKkJhYgIYNdfD01CIyMg8ff1xapewAkJZmRq9e+fDz00Gp1CI2Vo9du8rlcNQ++2Uulie5luO+vjokJhbg6tWyKnVcnZz25Z8+bZF3xw4TEhLyoVZblsV8+aUBhw+bERtrWSrTtq0eqanlY6K0FJgxoxjBwTrI5Vo0bZqH2bNtl8k0bKjD+++XYvr0YgQF6aBWazFgQAGuXyeysiz1pqSUX7B+vQEymRYrVpTL+ttvlvNSU821Wv5TcQmW0QhMn16MkJA8KBRaBAfrMG1aESq6kIMHLfbi5WVZctOjR75Ne1esKEVAgA6HDpnRsaMearUWLVrkYdWqqpflWHW7Z48Jjz1WAD8/HRo21GHy5CKbpUK5ucSTTxYiJCQPXl5adOqkx969Fr3s3WtC06Z5AIDmzfPw2GMF0nUVbbO6NlZVxo0blnoDAy12EhaWh/ffL9f9nbBNoxHYt69cztWrlfj6a6WNnkJCXEACWq3lul27jBg40B2yCnHVgAHuMBiA/ftNcHUFjh1TY9YshV05rtBoyn3A8OFybNighNK2ukpU1KPBwD//rXzexo1KfPppeeBUk/6A6sfAnWbZslI0bKjD5s1GNGyow4wZxQBq9kHO2umhQ2ZpjAQH6zBzZjGstwj7JVg1+SAAWLPGgKioPOn46tW2Sv/001JERlruE76+OiQlFSInp2q9Wcfo3r0mREfr4e2tRXS0HsePm7FmjQFhYXlQqbTo27egUjCek0MMGFAAb28t/PwsbSv704ydGQf2rF9vQIcOeiiVWjRqpMOLLxahuLj8uDP6EdwCvA/w9fXl/PnzSZKXL1+mSqVinz59mJGRwdTUVHbt2pWhoaEsKSmhyWRiQEAAZ86caVPGjBkzGBAQQJPJVGMZJDlkyBAmJCSQJAsKCqhSqfjcc88xMzOTp06d4oQJE+jl5UWNRuNQ5rVr11Imk3HhwoXMysri3r17GRERwZiYGJaVlbGwsJCrVq0iAGZlZTEvL69SGYWFhXzhhRcYHBzM3NxcFhcXc+nSpXR1dZXOqSin2WxmTEwMQ0NDuXv3bmZmZnLSpElUKBQ8ceIESXL+/PkMCAjgTz/9xHPnznHr1q1s0qQJX3nlFYft0Ol0fPrppxkREcHc3FwWFRUxKyuLCoWCw4cP5/Hjx3n8+HEOHDiQPj4+vHLlCkny448/ppeXFxMSErht2zaeP3/eYfmZmZl0dXVldHQ0N2/ezKKiIofnFRcX09fXl/379+exY8d46tQpvvDCC/T29ubVq1dJktnZ2QTA6Oho/vLLLyTJXbt2EQCTk5MdlkuSgwYNYnR0dJXHSfLMmTMEwHbt2nHVqlXMyMggSS5atIhyuZzr16/nmTNnuGPHDgYGBnLKlCnStYGBgQwMDOSqVatoNBp55coVNm7cmBMmTJDOmTRpEv39/ZmcnMy0tDSOHj2aSqVS0lvFMVBTH164cIE+Pj4cM2YM//vf//Lbb7+ln58fJ06cSJJO9Z/BYGC/fv24fv36KnWSlFTA5s117N1bz5QUI1NSjGzTJo+tWulIkoWF5AsvFDI4WMfc3DIWF5NXr5YR0HDp0hL+8UfZn23TskEDLT/7rJRmM/nbb2YGB+uYlFRAkiwoIFUqDZ97rpCZmWaeOmXihAmF9PLSUKOxlPHZZ6UcODDfRr433ihm1656abukhPTy0vDnn40kyYQEPePi9Dx82MSzZ81cvryErq4a/vST0aHsxcUWWfv3z+exYyaeOmXiCy8U0ttbw6tXLXI4at+QIflMSLDIYTSSbdvmsUOHPO7ebeT+/Ua2b5/H1q3zaDY71nN1ctqXn51tJqBhbGweT58202QiR4wooI+Phr1763ntWhlLSsgePfTs2LHc54wdW8AGDbRcv76UZ8+auW5dKX18NHzxxcIKdqxlYKCWq1aV0mgkr1wxs3FjLSdMsJwTHKzjm28WS+ePH2/R3xNPFEj7PvqohPXra2k228pttYP58y3XL11qaaOjY/PnFzMgQMuffjLy3Dkzt241sEkTLV95xeI7srLMVCg0HD68gMePm3j8uIkDB+bTx0fDK1csSl65soRyuYb9+uXzyhUzy8rIuXOL6O5e3pf2WHUbHZ3HX36x6H7XLiMBDZOTS0mSZjMZE5PH0FAdd+82MjPTzEmTCqlQaHjihIkGA5mcXEpAw6NHTdTrHdtmdW2sqox+/fLZsqWO+/YZmZVl5qefltLVVcPvvjPcMdvcv99IDw8Nq3DTUr83bWrxAfn5JKDh2rWllc7z8NDwnXeKK+23ytK6dR6ffLLA4XEPDw3fe6+k0n57PWZmmunqaumzzZsN1cpdk/7ImseAs6jVWk6ZUv01H39cQi8vDRMS9Ny2zcDz581O+SBn7PTCBTN9fDQcM6aA//2vkd9+a6Cfn5YTJ1pksh9/NfmgjRsNdHXV8O23i5mWZuK77xZTJtNwwwaL7tauLaVMpuHChcXMyjJz714jIyJ0jInJY5nj4SaN0eHDC6jVllGrLWN4uI4tWug4ZkwBi4osNu3vr+WsWZaOPXHCREDDsDAdly4t4dGjJv7738UENFy2zGIvNY0DaxkpKZa2ff+9gYCGL79cxOxsM7dtMzAoSMuRI8ttsyb9CG6N+y4Aefnll6lWq6nVaqXjly9fpouLC9etW0eSnDBhAh944AGbMlq0aMFJkyY5XUbFiX1mZiYBMCUlRTrfaDRy7969LCx07ETatm3LQYMG2ezbuXMnAfDAgQMkyQ0bNhAAc3Nzq2z7rFmz2LRpU2m7ugBk+/btBMA9e/ZIx81mM8PDwzlu3DiSZGJionS+ldOnTzMrK6tKGSZOnMioqChpe+rUqfTz86PBUO6Y8/PzqVAouGDBApLkypUrCYA//PBDleVa2bJlC5s2bUoAlMvljIuL4/z586XAgrRMiDMyMnjz5k1pn16vtwkurAGIVQYrLVq04IwZM6qsf9CgQWzdujXz8/Mr/QoKCmzKfumll2yu/f3336VgxMq0adPYqlUraTswMJA9e/a0OWfs2LHs0KGD1A6FQsGlS5dKx0tLSzlkyBDu2LGDpO0YqKkPX331VSnYtrJ27VrJBpzpP2dISiqgp6eGN2+W30E++aSEgIZ5eZZ9s2YVSZMR0jKJBzRcvbp8QuLrq7WZiJLkv/9dTIVCw4ICyySi4g2BtExQ9u61BApV8dBDer7xRvkEZ/duIz09NfzzGQMDAsontVZ+/dXE69cdy24wkBkZJpv26vW0ubE7al/Fm9uOHZaJwIkT5X1z7JiJQ4fmS5Nje2qS01EAsnhx+fmbNlluoNbJAEkuW1ZChcIywbh5s4xubpUndLNnF9HbW8PSP5sSGKhlz562/TR2bAE7dLAEMmPGFLBfv/IgMCJCx/nzixkUVO5nk5IKOHRofiW5SecDkMTEgkr2cvq0mVlZFv1NnVpIPz8tK5g38/NJhULDBQssZaxcabHTAwfKberyZYvutm410BFW3VrLsNKihY4zZlgmQNu3W3S9Z095uWYzGR6u47hxFmP98UfLORculPe3vW3W1EZHZWRnm3n+vK0NtWuXJ02O74Rtvv56EXv0sJWrIj/8YKBMpuFXX1nquHbNMtn7/vvKOvX11XLOHMcRwfTpRVQqNTxzxvGYqCoAsdcjSW7ZYmDTpjoCGsrlGsbF6Tl/fnGlQLMm/ZE1jwFnUau1fP75Qubns9Kv+E/zstroDz+U684ZH+SMnb76ahEDArSscIvg2rWlko3aj7+afFCXLnoOGWL7AGjmzCIuWWLpiLbD/bLkAAAgAElEQVRt8zhokO3xnTuNlcZgRaztP3KkXMgXXywkoOGNG+XtHzYsn488Yhs8WNtppXNnPbt0sZxT0ziwD0A6dcpjt262fb5unSWgso6LmvQjuDXuuyVYhw4dQmxsLOrVqyftCw4ORosWLZCeng4AePzxx5GdnY1Tp04BAI4dO4bz589jxIgRTpdRkbCwMISHhyMpKQlvvfUWjh49CldXV3Tr1g1eXpU/1DIajcjIyECnTp1s9rdv3x4AHNZxJzh06BA8PDzQrVs3aZ+Liwseeughqc4BAwZg9+7dGD58ODZu3AitVouIiAiEhYU5Xc+RI0cQExMDd/fypS1KpRLh4eGV2ta5c+cay+vXrx/Onz+PlJQUzJo1CwAwd+5ctGzZEhs2bAAAuLu7w2AwYNKkSWjVqhUaN26MBx54AED5tzRW2rRpY7Ndv359aLXVZ/Q4ceIEfHx8Kv0aNmxYbXv8/Pzw448/olOnTggODkajRo3w0Ucf1UqmkydPoqSkBB06dJCOy+VybNy4Eb169aoka019mJaWhnbt2sG1wpeao0aNwsqVKwHUrv9qIjzc8jGqlYAAi8vIr2VSpnbtbJcVRkW5oqQEuHatDGFhLggPd0FSUiHeeqsER4+a4epqWSfuYPgBAAoKgF9/Ndmssd6504iHHnKDx5+fhAwY4I433yzGSy8VY/duEwwGoGNHVzRs6HgNvru7ZSnHpElFaNUqD40b6/DAA5ZX+BWXilRHWpoJCgXwj3+U903btq7YsEGJoCDH7ra2cgKWfrGiUlnOi4hwsdlXUmJZenX8uBkmE9Cpk+2a7/bt3VBYCGRnl6/baNPGtp/q13eBVmtpe0KCO375xQTSspzl7NkyjB/vgZs3iYsXLesfUlJM6NXLHbfDgAHu2L3bhOHDC7FxoxFaLRER4YKwMEv7jhwxIybGFRXMG0qlRSfp6baZbSq2p359y/XW9lRFmza2eqpfXyZdc+iQGR4eFtu04uICPPSQe6W6K+LINqtroyOUShn+3/8rQXS0Hk2a6NCokQ4nTpjvqG1WXN5kz/ffGzF0aAFee02B4cNv/buKl18uxtKlJUhOVuKBB2o3BbHXIwD06+eO8+fVSEnxkZZ5zZ1bjJYtddiwoXyZkLP6q24M1Ibly0vh46Ot9Bs6tMDmvM6dy+urjQ+qzk7T0kxo187N5mP+UaPkWLnSsUOtyQcdOWJChw62evnPfzwxZYoHjEZLYoBOnWyPt29vqTw9vfrl0fa+zNdXBn9/mc2+vDzbtj/0kG1dnTu74bffar8Mu6zMsuStd29bm3/4YXeQFt8J3JqPFtTMfReA6PV67N69GwqFwuZ37tw5/P777wCAhx56CI0bN8a3334LwPItQbNmzaTJozNlVMTV1RUpKSlITEzEypUrERMTg2bNmuHzzz93KGNhYSHKysqgUqls9vv4+AAA8ms7O3MSvV6P0tJSeHp62rRr9erVUrtGjhyJTZs2QavVYtSoUQgICMDQoUNx48aNWtVj3zbA0j77tqnVzmUQcnFxQXx8PN544w0cOHAA586dQ2RkJJ599lkYDAZkZ2ejR48eKCkpwbp163D06NFKH+hb8fT0rLSPrP4GERoaipSUlEq/nTt3VtueyZMnY/78+Zg0aRL279+P9PR0PPPMM7WSyRqIeHt7VzrHETX1oVarrbas2vRfTXh72zpY6zrvmvRtj1JpW461XJ2OcHUFUlJUSEyUY+XKUsTE6NGsWR4+/7zq9fr79hnh6Qmbm6J9RqwVK7yxcKEX9u83olevfPj7ayulB61IdnYZevTQo6SEWLdOiaNH1ThypHYZsrRaVtJZTdRWTgDw8Khch0JReR8JWF4klgcqVnx8LNv5+eV96cCMYe3qnj3dodUSmZlm7NtnRHS0K/z8ZOjQwQ0pKSZcvFiGy5fLbjsAGTlSjk2blNBqyzBqVAECAnQYOrQAN25YBNHrWakt1vZUbEtN7akKT09Heiyvu7QU8PTUQqEo/61eXYrff6/6Ox9726ypjfYYjcAjj+Rj504jFi/2wuHDKqSnq/Hgg85/SFyTbeblEampZocByOrVBgwbVoA33vDEG2+UK1WtlknXVqSszGJXFT+4LysDnnmmCMuXl2DbNh/07Vt7O7HXoxUXFyA+3g1vvOGJAwd8cO6cGpGRrnj2Wct3NbXR363YjCOGDXNHSopPpd/bb9tWYNUhUDsfVJ2dWvraeVmr80FFRZYHGVXZTmEhUVbmnH9xRMVgEnCcJcxe/xV1BgDe3hY5aktREWAyWQLWiuO5ZUtL0Gcd07fiowU1c9+lBlCr1YiPj8dHH31U6Zh1gu/i4oJhw4bhu+++w+uvv45vvvkGTzzxRK3KsMff3x+LFi3CokWLkJmZicWLF+PJJ59EZGQkYmJibM719vaGq6sr9Hq9zX7rtrOT8tqiVquhUChw7NixSscqPg0fOHAgBg4ciMLCQmzduhVTp07FuHHjsHnzZqfrsW8bYGlfkyZNaiVzfn4+ioqKKr1paNasGaZNm4ZRo0bh4sWL+Prrr2EymfDVV19B8acHunz5cq3qqg5vb2/Ex8fX6hqz2YxVq1bhtddew8iRI6X9eXl5tSrH398fABzqtCqq60N/f/9qy7qT/XensL8JWSfF9etbbiT+/jIsWuSJRYs8kZlpxuLFJXjyyUJERroiJqbyJGHnTiMeftgd1nwNGg1x9KgZH39cPjlxdwemTPHAlCkeyMkh1q4txezZxQgIkGHatMp3ueRkA0wm4KuvlNJN8PLlqieVjvD3t0yCSdh8lFsdtZWztlhv1ladW7Fuq9XOPYdq1EiGyEgXHDxowvHjZukpZHy8Gw4csLwZadnSBc2b3/5zrYED3TFwoDsKC4GtWw2YOrUI48YVYvNmJdRqWaW2WNvTpMndzeyjVsugUFg+qranqtSxjmwTqL6N9hw6ZEJGhhn79/vYPP3NzSWaN3dO9ppsc88eE1QqWaXxlpxswLPPFuLDD73w9NO2s0VvbyAoSGbzFg0ALlwog8EAREWVyzp5chG++86An39WSU/Ha4MjPebnW7Jy2T+JbtbMBdOmKTBqVCEuXizDjRtlt62/2tKkiQvi42s3xboTPggA/P1dHI6RqqjJB3l5VfYfVry9ZXB1rc6/3Pm3BPbBRkEBKz3kcgYvL2vbFZVsG4BkV3fbR/9f5b57AxIbG4vs7Gy0bNkSERER0s/FxQWNGzeWznv88cdx7Ngx7N69G1lZWdLyq9qUYeXChQvYtGmTtB0ZGYkPP/wQrq6uOHnyZKXz3d3dER0djYMHD9rs/+//Z+/O46Kq+j+Af4Z12AbZRzZRRMAdUVBBTUErNanwcTctl9A0LZc0SzRN7Vf6lLlk+qS5YlqPmJq5JArmhoobipiAmmLagCwDAzPz/f0xz1y5MMCAiEvf9+vF68Xdzjn33nPu3O/cc88cOwYAoq42xjD22+SQkBAUFxdDo9GI9ks/OhMAxMfHC78pYmNjgwEDBmDMmDG4cOGC0eVp3749kpOTRaMu5ebm4sqVKzXet86dO2PQoEHQaiteRC9fvgwTExO4uLiguLgYNjY2QvABABs3bgRQ82/b64pGo4FarYaTk5MwLz8/Hzt37qxRmfz9/WFtbY3Dhw8L87RaLbp164b169dXWL+6cxgUFIQTJ06guPjhD7dt2LABXbt2hVarrdPzZwxDh6L8vMOHxT++lpysho2NbqjKjAwt4uMfLm/e3BTffGMDU1Pdj0YZUr6ryMGDpXB0lKBtW92NzYMHhE2bSlD6v2Td3CSYNk2KTp3McOHCwzTLlrO4WPcNcdlv4DZuLDG4P5Wd/qAgM5SU6LqH6aWmatC+fR4uXaq4L8aW81G0aWMKMzPdyFFlHTumhr29pEbdYCIjzXH0qBqHD6uF0cfCw81w5EhpnXS/AoD4+FKhS5eNDTBggAXGjLEUjkf79mZITtaIRj7KzSVcuaJBhw6PNwAJCdF1HdRodF2m9H9WVqjQxU5fR8rXTWP2sXwa+qZetjvksWNqZGRo66xu7t9fiu7dzWBSZjfS07UYMaIQX31VMfjQe+klC8THl4ry3bGjBLa2D7vKrF9fgrVrVdi7165WwQdg+Dh27pyHQYMKYODjBZcva2Biogu8anL8nqSaXIOqEhRkihMn1CjzEYENG0rQtWt+hWNlzDUoKMiswjV88mQlJk1Swtxcd40xdH0BUKHrVl0o/yOCp05pKgwrbMzxMjEBgoNNkZmpEbXnJk1MYGGh+4KsPq7R/1RPXQASExODgoICjBw5EikpKUhPT8f8+fPRokULnDx5UlivU6dO8Pb2xpQpU9CqVSu0bNmyxmno3bhxA9HR0Vi8eDHS0tJw9epVzJ8/HyYmJpW+4zB16lTs3r0bS5YsQVZWFg4dOoRJkyahW7duwrsgxnBwcEB2djYSExOrHCYYACIjIxEUFIRhw4bh8OHDyMzMxJYtWxAUFITly5cDAL788ksMHDgQR44cQUZGBhISEvDDDz+I3hupzvjx46FUKjFq1ChcvXoVFy5cwJAhQyCTyWr8exULFixAUlISevbsibi4OBw9ehS//PILJk2ahEWLFmHcuHFwcHBAaGgo7t27J3QnW7FiBU6ePAlXV1ecO3euRk8P6oqFhQXatm2L77//HtevX8f58+fRt29f9O7dGwqFAmlpaVAb8QxWJpPhrbfewoIFC7BhwwacPn0aMTExSE5ORlhYWIX1qzuHb7/9NkpLSzF06FD8/vvviI+Px/Tp0xEYGAgTExOjzl9paSleffVV4R2c2nJwkCA7W4vERDWysrSQSnVdGA4fLkVKika4aN++rcWcOUW4fl2L3btLsWKFCoMGWUAq1X3DFx1dgMWLi5GWpsXVq1rMn6/7kTJ9/+gNG0oQHa3rO33nDiE1VSsKQA4cUKNHj4dDgZqYSPDOO0qMHVuIlBQNMjK02LKlBKdPq9Gtm7nBsoeGmuHePcLatSW4c4ewYoUKJ0+q4eoqwblzGuTlUaX7pxcRYYZWrUwxenQh9u1TIylJjbFjlSgqIqGv8+jRhXj3XaXR5XxUjo4SvPWWJRYuLEZ8fClu3NBi/foSLF9ejMmTLVHFqN8VRESY47ffSnH5skb4drdzZzOkp2uxb19pnQQgX35ZjIEDC3DkiO4GMSFBjR9+KBHeuxg/3hJKJWHUqEJcvarFhQsaDBlSCJlMghEjDN8kG1JSAnTsmId164z/xezISHMEBZli2LBCHD6s63a2ZUsJgoLysHy57m5P/67J7t2lSE3VVKibxuxj+TTatDGFVAosXarCnTuEffvUmDBBiV69zJCWpsFffz163TTUvWnGDCU8PEzQvLkpEhLUoj99d7GpU6W4dk2DUaMKceiQGitWqDBnThGmT7eClRVQVATMmqXEyy+bo6CAKqSjDyTPnNEI87Ra4Nq1h9PFxRXbOAAsWGCFpCQ1evbMR1xcCY4eVeOXX0oxaZISixYVY9w4Szg4SIw6fk8DY65Bxnj7bd27GUOHFuD339WIjy/F9OlKBAaaigJMwLhr0HvvSbFvnxqxsUVITtbg669VWLZMJbz3MXWqFLt3l2LJkmJkZWlx6JAakyYp0a2bmRBwrlihQnh43XRP/+mnEmzdWoKsLC1WrlTh6FE1hg/XvZdUXTsob9o0K/z0UykWLSrG1atapKRoMHx4IcLC8pCfXz/X6H+sJ/f++0NlRwAiIkpOTqaIiAiytrYmmUxGnTt3pj179lTYbsqUKQSAFi5cWGFZdWmUHV2KSDeKUJs2bYT1O3XqRLt27aqy3GvWrKGAgAAyNzcnFxcXGj16tGjkLWNGwcrKyqKAgACysLCg2bNnVzkKFhHR3bt3afjw4eTk5ERSqZQCAwNpyZIlouVDhgwhFxcXsrCwIG9vbxo/fjzl5uZSZcqPgkVElJSURGFhYSSVSsnW1pZeeuklunjxorBcPwpWaWn1w9AlJibS66+/Tl5eXmRubk62trYUEhJCK1asIE2ZsUmnTZtGzs7OZG9vT4MHD6bc3FyKjY0lqVRK48ePF0aq2r9/vyj94OBgGjVqVKX5GzMMb2Vpp6SkUHBwMEmlUgoICKDt27fTzZs3qUmTJmRnZ0cZGRnk4eFBs2bNEm03ZcoU8vX1FaaLioro3XffJTc3N7K2tqaOHTtSQkKCsLxsGzDmHB4+fJhCQkJIKpUKwwKXHbGtuvNXVFREAETtrryhQwsoLEw8OsjPP+tG59GPDpKVpaGAgFyysFAII97MnVtE1tYKcnLKoZwcLTk55VBsrJLefbeQnJxyyNpaQQMHFoiGzFy/XkVt2jwga2sFyWQK6tQpj3btejg6zAcfKIVRW77/XkXu7g/bGRFR48a59O234lFzTpxQU48eeWRvn0NSqYICA3NFw4IaKvu0aUpyds4he/scGjy4gHJztRQbqySpVEHjxxca3L/yoz1lZWkoKko3LKyDQw69+mo+ZWY+rOehoQ9E61dXTkOjYO3f/7DdHTqkG20mPf1hHhs26IZx1Y+4o1IRTZmiJHf3HDIzU1Djxrm0YEGRaIhMD48cmjVLPLrMlClK8vV9WO8ePNCNqKUfilmvVasHZGLycNjk8uUmMn4UrLt3tTRkSAG5uOSQhYWCvL1zafz4QsrNfZh2UlIphYXlkVSqIFtbBb30Uj5dvPhwNB39CDtlL0/6IWM3bBCPaKbP19CxJdINuztq1MMhOe/e1dLw4QXk5PTwfC1Z8vB8qdVEL7+cTxYWCurePc9g3axuH8unQUS0ZYuKfHxyycpKQV265NH582r65ZcSkskU1KKFbpSm2tZN/Qhh5UelsrfPIUBh8E8/EhaRrg4GBz8gCwsFeXjk0Jw5D+vW2bPqStMAFHTnjm7F0NAHla6TkaExeByJiBITS+n11/PJyyuXzM119SEk5AGtWFEsGvramONnTBswhjHD8Bqqo0TVX4OMraeHD5dSSMgDkkp152TSpEJhVMHy7a+6axAR0cqVxdS0aS5ZWuqGwV2xQnwu1qwppoAA3Tlwccmh0aMLKSfnYZstew2vbP9jY5Xk4SG+to8aVSAMKX7mjK4u7d1bQi+/nE9WVgpyds6hDz9Uiq5lVbWD8qNgERFt3qyi1q119dfFJYeiovLp8uWHlceY48NqTkL0ND2AZIw9b5ydczF5shQffcR9ZRljjDH2FL6Ezhh78l57rQA7dlTz7NoIRA6iaYmk6uGSGWOMsWdFSooMbdo83nfPnlccgDDGKvjvfyuOxFMXygckjDH2LFi0qBiLFhVXuU7z5qb4/XfDI20yxsS4CxZjjDHGWBVycwm5uVXfLllYSODuzj9Ox5gxOABhjDHGGGOM1ZunbhhexhhjjDHG2POLAxDGGGOMMcZYveEAhDHGGGOMMVZvOABhjDHGGGOM1RsOQBhjjDHGGGP1hgMQxhhjjDHGWL3hAIQxxhhjjDFWbzgAYYwxxhhjjNUbDkAYY4wxxhhj9YYDEMYYY4wxxli94QCEMcYYY4wxVm84AGGMMcYYY4zVGw5AGGOMMcYYY/WGAxDGGGOMMcZYveEAhDHGGGOMMVZvOABhjDHGGGOM1RsOQBhjjDHGGGP1hgMQxhhjjDHGWL3hAIQxxhhjjDFWbzgAYYwxxhhjjNUbDkAYY4wxxhhj9eaJByDDhg2DRCKp8u+bb77BtWvXIJFIcODAgUrTunjxIiQSCZKSkmpcDn36Vf3J5XIAwIEDByCRSHD8+HEAQEpKCiQSCXbs2GF0fv3790dkZGSNy/lPsWzZMpiZmT1yOvVxnJ2dnTF//vzHmsej1O26plarIZFIsGjRoiddFIO2b98OiUSC+/fvG72Np6cnPvrooyrXqY/zzB5NXZyj8m3NmGtIy5YtMWHCBKPzWLNmDSQSCdRq9SOV9Vly/z5BIsnB9u2lT7ooT53+/QsQGZkPALh4UQOJJAdJSU+2btTVZ3B5fB1lenVfu2po5syZGDlypDA9YsQItGzZEtOmTRPmBQYGoqioqNq0PDw8sHLlSjRt2rTG5fDw8MD+/fuF6YMHD2LRokXYuHEj3NzcAACWlpY1Trcyb7/9NlQqVZ2l96xbvnw5Tp06hXXr1gEAunfvjhUrVjzhUj3bLl26hD59+iAzM/NJF+Wp4+rqipMnT8LHx8fobRYvXoxWrVo9xlLVXvn2Y6zaHIfHobblfxwe5XOkMtwWa8/VNRcnT8rg41O/35f+618F6NPHAiNHWgAAli9X4dQpNdats6nztN9+WwqVih453WfB03wdZfXriQcgLVq0QIsWLYRpKysrNGzYsMI3TteuXas2LQcHB8TExNSqHFZWVqI8s7OzAQBhYWGP5cO5Z8+edZ7ms+z06dOi6fL1gtVc+WPKdG7cuIF79+7VeLsRI0Y8htLUjdqc69oeh8fhaaqrj/I5Upmnaf+eJTduaHHv3pO5MT99WoM+fcpO190TifJp9+z5xG/F6s3TfB1l9euJd8GqqcLCQgwdOhR2dnawt7fHe++9B41GA6Dio/ObN29iwIABcHNzg5WVFZo3b45vv/32SRZfUP6xfmJiIrp27YoGDRrAzs4O4eHhOHLkSKXbDxw4EAMGDMDatWvh7+8POzs7BAcHC93C9P7zn/+gefPmsLS0hJOTE4YOHYq7d+8CAAYPHoyIiAjR+gEBAcITH71BgwahT9mrZTlxcXHo0KEDbG1tIZfL8d5774meWLm5uWHp0qWYOnUqPD09YW9vj1deeUUI8l544QWsXbsW33//PSQSCVJSUio8/nVxccGXX36J3r17QyqV4sGDB0blrZefnw9bW1ssWLBANF+j0cDV1RUzZ86sdP+qOoZ6arUa7733HpydnWFjY4PXXnsNf//9t7C8uvOrUqkwbdo0eHl5wcLCAo0aNcKsWbOq7KJx5swZvPjii3B2doZMJsPrr7+OrKwsAMCcOXMwYsQIZGVlQSKR4MsvvwQA3Lt3D2+88Qa8vb1hbW2Njh07IiEhQZRux44dH7nb2hdffAFbW1vRvFu3bkEikWDXrl0AjGuf1Z1ftVqNCRMmwMHBATKZDEOGDBHqhiEJCQlo1KgRAKBx48Z49dVXhWWmpqb45JNPIJfLIZVK0bt3b/z111/C8rJdB0pLSzF16lR4e3tDKpXCy8sL77//PkpKSirN297eHp999hnefPNNuLq6wtraGq+++qrQVezSpUuQSCT4+eef0aJFC4SEhAjbVlUHDbUfADh69Ci6du0Ka2tr2NraokePHjh16pTB49CnT59q28fZs2chkUgQHx+P7t27w97eHs7Ozpg6dSq0Wq2wjTF1rKzalL8qVbXF5ORkSCQSJCcni7Zp2rQppk6dCqD67o5Hjx5F27ZtYWlpCX9/f/z4449VlqeytggAV69eRVhYGKRSKdzd3Ss8AaqqjRty+fJlSCQSHDp0CK+++iqcnZ3h5uaGiRMnCp+TQNXnaNWqVbCyshLV5ZiYGEgkEly+fFmY980338De3r7Sa9SqVSp4ez+AlVUOwsLycemSpsI6W7aUoF27PNjZ5cDZORf9+hXgjz90dSkhQY1GjXRtuXHjB3j11QIAQHKyBj175sPZORe2tjkICcnDgQPiMqxZo0LLlnmwttalGx1dgFu3ytZRwhtvFMLb+wGsrXPQsWMeEhIepiGR5CAjQ4s33yxEgwa5eOGFfKxdW4Lvvy+BRJKDlBTN/86PBi++qCuLTJaD118vQFaWFlUpnzYg7oJlSFxcCTp0yIOtbQ7k8ly8954SZT/mbt7UYsCAAri55cLKKgfNmz/At99W3sPC2LZclq2tLb744gvRvNGjR6N9+/bC9O3bt9G3b19YW1vD3d0dn3/+OT766CM0b95cWKfsdXTlypVwdXXFiRMnEBoaCnt7ezRp0gTfffdd5QeQPT/oKePr60sjRoyoMD89PZ0AUNu2benrr7+mlJQU+r//+z8CQHFxcUREdOHCBQJAiYmJREQUERFBYWFhdPLkSbp27RqtWLGCTE1N6ddff622HBs2bCAAlJGRUWHZ/v37CQAdO3aMiIjOnj1LAOi///2v0fsZHR1NERERRERUUFBAMpmM3n77bUpNTaVLly7RuHHjyNramhQKhcHthw4dSg0bNqS3336bCgoKSKlUUq9evSgwMFBYZ/369SSRSGjBggWUlpZGCQkJFBAQQMHBwaTVamnNmjVkY2NDpaWlRESUnZ1NVlZW5OLiQmlpaUI67u7u9O9//9tgOXbs2EEAaMaMGZSenk579uwhT09PGjZsmLCOh4cHeXh40HfffUelpaV08+ZNatiwIY0bN46IiHJzcyk4OJgGDRpE9+7dI7VaTV9//TWZmpqKyhAYGEjTp0+n33//nUpLS43Ku+xxHjlyJAUEBIjKf+DAAQJAV65cMbh/1R1DIiInJyfy8vKiiRMn0qlTp2jr1q0kk8noX//6l9Hn96233iJHR0eKi4uja9eu0caNG8nOzo7ee+89IqpYt2/cuEEymYxefvllOn/+PJ06dYq6du1KTZs2peLiYiosLKR3332XvLy86N69e1RUVEQajYaCg4OpadOmdPDgQUpNTaUJEyaQVCqlCxcuCPs8ZcoUmjVrlsHjQURUWlpKAGjhwoWVrvP555+TjY2NaN7NmzcJAP38889EVH37NOb8zps3jywsLOi7776j9PR0WrFiBXl7exMAunfvXoVylZSU0NatWwkAnTlzhvLy8ohIV0f9/f1pwoQJlJycTD/++CPZ29tTTEyMsK2TkxPNmzdPyNfV1ZV+/fVX+uOPP2j37t3k7u5OM2fOrPSYODk5kaOjI61bt440Gg1duXKFvLy8aOjQoUREdPXqVQJA7dq1o++++47Onz9PRNXXQUPtJy0tjaRSKQ0aNIjOnTtH586do379+pGdnR3dvHnT4HGorn3o62CzZs3oxIkTpLjfbhMAACAASURBVNFoaOfOnWRmZkarV68mIjK6jpVVm/JXdYyraounTp0iAHTq1CnRdr6+vjRlyhQiqtjWyl5DcnNzydHRkXr06EHnzp2jU6dOUUREBDk6OtI777xjsEyG2uLq1avJzMyMunfvTjt27KDTp0/TkCFDyMzMjG7dukVE1bdxQ/Sfk23atKHff/9ddA63bt1q1Dm6du2a6PONiCggIIC8vLxo1apVwrzBgwdTVFSUwXIcOVJKgILef19JaWka2rOnhIKDHxCgoG3bSoiI6ORJNUkkCpo1S0mXL2vo5Ek1de+eR23aPCAiopISoq1bVQQo6MwZNeXlERUVETk55VDfvvl09qyaLl1S07vvFpKNjYJu3dIKeUskCvr222K6dk1DJ06oqWvXPOrUKe9/+08UHPyAmjbNpYMHSyk1VUMTJhSSVKqgCxfURER065aWAAV9/XUx/f23lnJztRQc/IAGDSqge/e0pFYT3bihIZlMQS+/nE/nz6vp1CldPk2b5lIlp8dg2ro6lk8REbryXbigJkBBiYm6z+UdO0oIUNCMGUpKT9cdS0/PHBo2rEBIMyIij8LC8ujkSTVdu6ahFSuKydRUQb/+WmqwDMa05fKfwTY2NvT555+L0hk1ahQFBwcL07179yZ3d3fat28fnTt3jvr27UtNmzalFi1aCOuUvY6uXr2aLCwsqE+fPnTz5k3SarUUGxtL5ubmQjtgz69nLgCZPn26aL6np2elN2murq5CRdc7fvw4ZWdnV1uO+gxAUlNTReUm0t3kJSQkUGFhocHthw4dSjKZjJRKpTBv/fr1BEDYpm3bthU+IPRlT0pKoszMTNGHcVxcHHXq1IlefvllWrNmDRE9PO4XL140WI6OHTtSt27dRPM2btxIEolEuFHw8PCgyMhI0TpvvfUWdejQQZgODQ0VnffyFz8PDw/Rhc7YvMse56SkpAo3HzExMdSpUyeD+0ZU/TEk0l1Qy+4LEdHMmTPJ3NycCgsLqz2/9+/fJzMzswpB3qxZs8jGxoZUKlWFuj1jxgyyt7ennJwcYf0bN26QiYkJbdy4kYiIPvjgA2rUqJGwfO/evQSADh06JMzTaDTk7+9Po0ePrvQYlFdXAUh17dOY8+vn5yfcXOqNGTOm0gCEiOiXX36p0LY9PDwoJCREtN6wYcMoKChImC77wTlgwAChXuldvnxZFLiX5+TkVGGbTz/9lKRSKRUUFAhtTX8jrGdMHSzffiZPnkzOzs5UUlIizMvPzyepVErz5883eByqax/6Olj+nPXs2ZO6dOlCRLWvY7UpvyHVtcVHDUA2bdpEAOjSpUvCtrdu3SKJRFJpAEJUsS2uXr2aANCePXuEefob//j4eCIyro2Xp69D5Y9RkyZNaNq0aURk3Dny8fERbjazs7PJzMyMZs+eLQr+PT09admyZQbLMWZMIcnlOaRWP5y3aZNKFIA8eKCl5GQ1lZa5R965U3ezffeu7sb8l1900xkZGiLSBSXnz6vp/n2tsE1eHhGgoK1bVUREtGJFMVlZKahM1aHsbC2dOKH+3/7r0jx06GHGGg2Rv38ujR6t++wsKtKluXatSlgnNPQBjRjx8KZ/xgwl2dvnUE7Ow7LcuKEhExMFbdz4cLvyDKVdVQDSseMD6tYtT5TGxo0qkkgUdPOm7ri4uubQvHlFonWOH1dTdraWDDGmLdc0AMnOziYTExNavny5sDwvL48aNGhQZQBS9jpGpKvjAGj37t0Gy86eH89cF6zOnTuLpl1dXZGfb/jR5SuvvIKFCxdiypQpOHjwIEpKShAaGlqhi9GT1qxZM/j7+2Po0KFYtGgRzpw5A1NTU3Tr1g3W1taVbte0aVNYWVkJ0w4ODgCAnJwclJaW4vz58+jYsaNoG/3j0pSUFDRq1Ai+vr44evQoAODw4cMIDw9Hp06dkJiYCAA4cuQIGjZsaPB9DK1Wi+TkZPTq1Us0/4UXXgAR4dy5c8K81q1bi9ZxcHBATk5OtcemrE6dOtUqb72wsDAEBgZiw4YNQhr//e9/RYMglGXMMdTr0qVLhbKWlpbijz/+qPb8njt3Dmq12mA+hYWFSE9Pr1C2EydOICQkBA0aNBDmeXl5oUmTJqJyld/G0tIS3bp1E+aZmJigS5culW7zOFXVPo05vyUlJbh27ZqoqxIAhIaG1qo8Nb22HDx4EIMGDcL27duRk5ODgIAANGvWrMo82rVrJ5pu0aIFiouL8eeffwrzytbzmtTBsk6fPo3g4GCYm5sL82xtbeHv71/pNsa2D0P7oH9Hr67qWG3Kr1dVW3xUqampsLGxEXUp8fDwgIeHR63SK1vnXF1dAUCoc7Vp43pVXW+NOUcRERGiz4WgoCBERkYKnwvXr1/HrVu3Kn2XMTVVg+BgM5iaPpwXGip+z0EmkyAjQ4vevfPRpMkDyOW5GDGiEACgUBh+78PcHCgpASZMUCIw8AEaNsyFn1+uaJsePcwhkQBdu+Zh9WoVMjO1cHOTICTE9H/7r4GlJdCt28PymJgAXbqYIyXF+Pc8TpxQIyTEFA0aSIR5Xl4maNLEROiiVVAA5OaS8FdJ76ZKabW6Lme9epmL5r/wgjmIgHPndPm88oo5Fi4swpQpRTh4UI2SEiA01BRubhJDyQqqass1lZ6eDq1Wi7CwMGGenZ2dUd15y9bXsvcx7Pn2zAUgNjbiESgkEgmIDF+sVq5ciQULFuDIkSPo2bMnXFxcMGPGjKdu6ENTU1MkJiZiwIABWL16NYKDg+Hj4yPcCFSmbPBRFhGhsLAQWq0WMplMtMzOzg7Aww+5yMhIoa/z4cOH0bVrV4SFhYkCkMo+ZJRKJdRqNWJjYyGVSoU/X19fAMCdO3eqLGtl560y9vb2tcq7rFGjRmHLli1Qq9VITExEXl4eBg4caHBdY49h+bIBD+tpYWFhtec3Ly8PAIzKRy8vLw8HDx4U7btUKsUff/xR6b7n5eVBpVLByspKtM3atWsr3eZxqqp9GnN+CwsLQUQV6lb5d0+MVZNry7BhwxAfH4+cnBwMHz4crq6u6N+/v+idEUPKl02fZ25urjCvbF2qSR0sKy8vr8I2+u0q2wYwrn0Y2gd9+euqjtW2/EDVbfFR5efnG7yW1UWdk0h0N4v6OlebNq5X1fXWmHMUGRkpCkC6du2KDh064M6dO7h58yaOHDkCb2/vSgPu/HxC+SLY2opvhrduLcG//lWA0FAz/PKLHVJS7LFqVeVfuAFAeroWPXrkobiYsHGjLc6cscfp0+Lz7e9vgmPHZPD1NcWMGUVo3PgBOnbMw8mTmv/tP0GlAqysciCVPvxbu1aFO3eMjxDy8ggHD6pFaUilOfjjD62QTmRkHhwccoW/GzdqFoEolYBaDcTGFony8PXVtTd9PitX2mDBAmscOVKKnj3z4eKSgxkzilDdrU5Vbbmm9O9Z6a9Nek5OTtVuWxf3B+zZ81wPvWBubo5JkyZh0qRJuHv3LtavX49Zs2bB1dUV77///pMunoiLiws+//xzfP7550hNTcXixYvxxhtvoHnz5ggODq5xejY2NjA1NRVubvX00/oP6YiICEyaNAn37t3DlStXEBYWBktLS9y8eRO3b9/GkSNH8MknnxjMw9raWjjGo0aNqrD8cT5pqm3eI0aMwIcffohDhw5h586deO211yrcsOgZewyBijc3BQW6Fyb1F/iqzq8+naryKfsCqX5eeHg4Vq1aVaHc5T8Aym4jlUpx9uzZCstMy35VWQf0N1NllR8coKr2OXny5GrPr/7pYPmXzmv7AVpT/fr1Q79+/VBYWIjdu3dj8uTJGD16NHbu3FnpNuVvnvXnWP+tX3k1qYNl2dvbV9hGv527u3ul5TOmfRjaB33566qO1bb8QNVtsbKhz40Z5h3QnQ9D5Xocda42bdzYdKs7Rz169MD9+/dx9epVJCQkYMGCBZBKpQgODkZSUlKVX0wBgI2NBA8eiG8gc3PF06tXq9CjhxnmzXt481ndadi6tQRqNbBliy2kUt08Qzf1rVubYuNGG2g0QFKSGrNmFaFPn3zcutUA9vYSSKXA2bMV205NLoP29hKEh5th1aqKw/La2emuf99+a4O8vIf73bChCWpyX21trXvqM2mSFKNGVfwZAP0TDt06lpg0yRJ37xLWr1dh1qwiuLpK8P770krTr6otl1fdNV36vxOiVCpF6ygUikrzZ/9sz9wTEGM9ePAAmzZtQmmp7keP3NzcMG3aNHTq1AkXLlx4wqUTy8jIQHx8vDDdvHlzfPPNNzA1NcXFixdrlaa5uTnatGkjfIuld+zYMQBAhw4dAOg+aLKzs7Fu3Tq0bNkSDg4OsLa2Rtu2bbFlyxZkZGRU+gjVxMQEwcHByMzMREBAgPDXpEkTWFhYVHohq0xNvvGobd7Ozs7o168ftmzZgu3bt+PNN9+sNA9jjyGACiPmnDp1CpaWlvD19a32/LZp0wZmZmYG87G3t4efn1+FsoWEhCA9PR2+vr6i/TcxMUHDhg2F9coe05CQEBQXF0Oj0Yi2sbKygqenZ6XHoTZkMhmUSqXQ/gCIusVV1z6NOb+Wlpbw8fGp0B2l7O/5VOVRvmGLj48XftPBxsYGAwYMwJgxY6q9thw+fFg0nZycDBsbG3h5eRlcvyZ1sOz+tG/fHsnJyaKRjHJzc3HlyhXRNuW3M6Z9GNqHgIAAAI9Wx2pb/vKqaov6pyplA4a//vrL6Kcz/v7+KCkpQWpqqjDvwoULwoh+ValpfTO2jdeUMefI1dUVrVq1wo4dO3DlyhWEh4cDgDB6X2JiYpUBiL+/Cc6f14i6HO3fL/4BwuJiwMlJfFO7aZMuQCx/qPTTxcUEGxuJEHwAwMaNJaJ1TpzQ4Ngx3Vf/pqa6rlbz5lnh/n1CdrYWISGmKC4GNBpCQICJ8GdlBXh6im+JKiuH7jiaIT1dA19fE1E6JiZAw4a6/Wrd2hTh4WbCX9mfEjOmOpiYAMHBpsjM1IjyaNLEBBYWgIODLtDbtKkE+kutm5sE06ZJ0amTGS5cqDjyWFlVteXyZDJZhUD7/Pnzwv/6z6mTJ08K8/Lz86v88Wj2z/bcBiAmJiZ45513MHbsWKSkpCAjIwNbtmzB6dOnRX1f69LZs2exd+9e0V/5Bm7IjRs3EB0djcWLFyMtLQ1Xr17F/PnzYWJiIuoPXlNTp07F7t27sWTJEmRlZeHQoUOYNGkSunXrJvQhd3JyQtu2bfH111+L+k6Hh4fj66+/RqtWrYRfgDdk2rRp+Omnn7Bo0SJcvXoVKSkpGD58OMLCwqrtKlGWg4MDzp49i5SUFNHwtVWpbd6jR4/Ghg0bYG5ujh49elSZhzHHENAFkfPnz8f169exf/9+fPPNN+jfvz+srKyqPb+Ojo546623sHDhQsTHx+PGjRtYv349li9fjsmTJxv8NdqYmBgUFBRg5MiRSElJQXp6OubPn48WLVoIHwAODg7Izs5GYmIisrKyEBkZiaCgIAwbNgyHDx9GZmYmtmzZgqCgICxfvlxI+4MPPkBsbKxR56AywcHBICJhOMW0tDRRHsa0T2PO7+DBgxEfH4/Vq1fj4sWLWLx4scFvdsvSB6e7d+8W3UjWxJdffomBAwfiyJEjyMjIQEJCAn744Ydqry23b9/GnDlzcP36dezevRsrVqzAoEGDhG8PDTGmDpZvP+PHj4dSqcSoUaNw9epVXLhwAUOGDIFMJhPG4a/sOFTXPnbu3Im4uDhkZGTg3//+N44dOyYEKsbWsfJqU/7KVNUWvb294ezsjPXr10OtViM3NxcTJ06Eo6NjlWnq9e3bF3Z2dpgwYQJOnTqFpKQkjB8/vtqnveXbojGMaeO1Yew5ioiIwLJlyxAYGCh0owkPD8eePXtw/fr1CkO4lzV4sO6b+PffV+LCBQ1++qkU338vfvoUGmqG/fvVOHFCg6wsLcaNU8LdXXdLkpysRlER4OCgm969uxSpqRqEhprh3j3C2rUluHOHsGKFCidPquHqKsG5cxrk5RH27i1FVFQBfvyxFNeva5GSosHSpcXw8TGBt7cJIiPNERRkimHDCnH4sBqZmVps2VKCoKA8LF9eDACQSgErK+Dw4VKkpGhQWqory9mzGqSkaPD334SYGEsUFBBGjixESooG6elazJ9fjBYtHuDkycr7PhlKuyrTplnhp59KsWhRMa5e1e3P8OGFCAvLQ34+YGIiwTvvKDF2rK4cGRm6/Tl9Wo1u3cyrTLuqtlxecHAwduzYgb///hslJSVYuHCh6LO6SZMmaNeuHT799FMcO3YMV65cwfDhw6u8fzDG8ePH0bFjR1Gww54T9fzSe7WqGwVr//79ovnBwcE0atQoIqo4esmJEyeoR48eZG9vT1KplAIDA+mLL74wqhy1GQXL0F/ZkU/KKjuyCpFuBKs2bdqQtbU1yWQy6tSpE+3atavS8g0dOpTCwsJE837++WcCIBqmcs2aNRQQEEDm5ubk4uJCo0ePFo2qQkQ0bdo00TCNREQ//vgjARBGGKvK5s2bqXXr1mRhYUEuLi4UFRVFly9fFpZ7eHhUGNZ1ypQp5OvrK0zv2bOHnJycyMbGhvbu3WtwFCxDQ8NWl3f540ykG/HFzs6OPv7442r3jaj6YyiTyWjx4sU0YcIEcnR0JGtra+rfv79onerOr0qloilTppC7uzuZmZlR48aNacGCBcJQv+XrNhFRcnIyRURECGl27txZNKpOVlYWBQQEkIWFBc2ePZuIiO7evUvDhw8nJycnoU0sWbJEtL+hoaEVjllZxoyCRUS0YMECatiwIclkMgoLCxPaiX6UH2PaZ3Xnt7i4mEaPHk0ymYxsbW1p4MCBtH37dgJAd+/eNVgutVpNL7/8MllYWFD37t2JyLg6Wnb0lrt379KQIUPIxcWFLCwsyNvbm8aPH0+5ubmVHg8nJyeKjY2ld999l5ycnMja2poGDhwojGRX2TWOqPo6WL79EOlGtQoLCyOpVEq2trb00ksviUazM3QciCpvH/o6+MMPP1CfPn3I2tqanJycKoy4ZEwdK6825TfEmLa4Z88eatasGdnY2FBAQAD99NNP1KlTp0pHUyx/DTlw4AC1aNGCzM3Nyc/Pj7Zv305hYWHCsOKGlG+L+tF/SssMAZWfn08AaMOGDcK86tp4ecZ8ThIZd452795NAET7df/+fZJIJKLR4Srz738Xk7t7DllaKqhTpzw6e1YtGq3q77+1FBWVT7a2CmrYMIfmzCkijYaoZ888srRU0ObNKlKriV5+OZ8sLBTUvbtuJKhp05Tk7JxD9vY5NHhwAeXmaik2VklSqYLGjy+k0lKiDz9Uko9PLllYKMjFJYeiovIpNVVTZv+1NHx4ATk55ZBUqqDAwFxaskQ8itTcuUVkba0gJyfdSFd79pSQk1MO2dgoaO/ekv+dHzVFROSRtbWCZDIFde6cR3v2lFB1yqdd1ShYRESbN6uodesHov25fPnh/pw4oaYePfLI3v7h/nzxRVGFfPWMacvlP4PT09MpPDycbGxsyNPTk+bMmUMzZswQ1YW0tDQKDw8nS0tLaty4Ma1Zs4ZiYmJEI1gaGgWrqnagH62v7Gcfez5IiPhNH/bP8ssvvyAqKgqZmZnV9idnrK44Oztj8uTJ+Oijj550UapUWfu4ePEiWrVqhcTERKFLDmPs2fO42rJSqURJSYlo5LaIiAg4Ojpi27ZtdZYPez481y+hM1bWn3/+iTNnzmDs2LF49913OfhgrAxuH6wu/Oc/Kowerax+RVYvjh+XITS0bgcZqUzfvn1x9+5drFq1Cm5ubti1axd+++037Nq1q17yZ88WDkDYP0ZMTAwSExMxcOBAfPrpp0+6OIw9Vbh9sLowapSlwRGb2PNvy5YteO+99/D666+jsLAQTZs2xbp169CnT58nXTT2FOIuWIwxxhhjjLF689yOgsUYY4wxxhh7+nAAwhhjjDHGGKs3HIAwxhhjjDHG6g0HIIwxxhhjjLF6wwEIY4wxxhhjrN5wAMIYY4wxxhirNxyAMMYYY4wxxuoNByCMMcYYY4yxesMBCGOMMcYYY6zecADCGGOMMcYYqzccgDDGGGOMMcbqDQcgjDHGGGOMsXrDAQhjjDHGGGOs3nAAwhhjjDHGGKs3HIAwxhhjjDHG6g0HIIwxxhhjjLF6wwEIY4wxxhhjrN5wAMIYY4wxxhirNxyAMMYYY4wxxuoNByCMMcYYY4yxesMBCGOMMcYYY6zePBMByOzZsyGXy2FpaYlly5Y9ljx27doFMzOzx5I2Y4wxxhhjTOeZCEA++eQTZGdno3v37o8tj/DwcBw9evSxpc8YY4wxxhh7SgKQgIAAfPnll+jQoQNcXV3Ru3dv/P3330Ztu337drRt21Y0z8zMDFeuXBGmP/74Y/j4+KB169ZYu3YtZDIZLl++DAC4dOkS5HI5/Pz8EBYWVmnZXn31VXTs2BFdunTB3bt3heVHjx5Fhw4d0KJFC/j7+yM2NrZCGnFxcZBIJLh27ZpR+8QYY4wxxtjz6qkIQMzMzLBp0ybs27cPt2/fBgCDN/K1ceTIESxbtgxHjx7FuXPncObMGRQWFkIikQAAWrRogezsbCQmJlZatr1792Lbtm04fvw4HBwcRN3Axo0bh7lz5+LSpUtISUlBVlYWbty4IUrDysoKbm5u3MWLMcYYY4z94z0VAQgADBs2DA4ODjAzM8OwYcNw6NChOkk3ISEB3bt3h4eHByQSCd5//31otdoapTF48GCYm5sDAIKDg3H9+nVhmZ2dHeLi4nDu3DlIpVKsW7cO3t7eou2joqKQnZ0NHx+fR98hxhhjjDHGnmFPTQAil8uF/x0dHZGTk1Mn6d6/fx9OTk7CtJeXV43TsLe3F/43NTWFRqMRprdt24YGDRogOjoaDRs2RGxsbI0DHMYYY4wxxv4pnpoApOw7HwqFAo6OjkZtVz4gKCwsFE03aNAA+fn5wrS+i1ddcXd3x9KlS3Ht2jUcPHgQcXFx2LJlS53mwRhjjDHG2PPiqQlA4uLiUFRUBK1Wi82bNyMiIsKo7by8vJCVlYXCwkIAwObNm2Fi8nC3OnfujN9++w33798HACxbtkx4/+NRFRYWomvXrrhz5w4AoFmzZnB1da2Q/s6dO+Hp6YnMzMw6yZcxxhhjjLFn1VMTgHTp0gU9evSAj48PtFqt8BL6+vXrIZfLIZfLcejQIXz44YeQy+V44YUXAADt27fHwIEDERoaij59+qCoqAiOjo7CU5BevXrhX//6F9q0aYOQkBAEBwfDxMRECBK6dOkCuVyOLl26QKPRCHlt3ry52jLb2Nhg+PDh6NGjB5o3b442bdogNDQUgwYNEq2nVCrx559/Qq1W1+UhY4wxxhhj7JkjISJ60oVo2bIl5s6di+jo6Meel1KphI2NDe7evQtXV9fHnh9jjDHGGGPsoafmCcjjioNUKhWaNWuG+Ph4AMCmTZvg6+vLwQdjjDHGGGNPwHP/wxSWlpb49NNPMX36dEyZMgUODg5Gda9ijDHGGGOM1b2nogsWY4wxxhhj7J/hqemCxRhjjDHGGHv+cQDCGGOMMcYYqzccgDDGGGOMMcbqDQcgjDHGGGOMsXrDAQhjjDHGGGOs3jx3AYharYZEIkFmZqbR25w9exb9+/d/jKWqmp+fX6XLnmTZIiMjIZfLIZFIcPHixTpPPyoq6rGkyxhjjDHGnl7P/e+AGOPcuXNPLO/MzEzk5ORUuvxJlu3AgQMAAKlU+ljSf5L7xhhjjDHGnozn4gnIzJkz4enpidatW+Obb76psPyzzz5D06ZN4e3tjS5duuDq1avCsk8++QQTJ07Erl27IJfLIZfLsX79emF5eno6unfvjsaNG8Pb2xsLFiwQpX306FF06NABLVq0gL+/P2JjY0XL4+Li0KpVK/j5+aFdu3Y4e/assOzAgQMIDg6GQqEQ8o6JiTG6bH/99ReGDBkCPz8/+Pj4YPr06dBoNEYft23btqFly5aQy+Vo06aN8GvxxpgwYQImT54sTCclJUEulwvT2dnZ6N27NwIDA+Hn54dBgwYhLy8PAKBUKiGXy5GVlYUXXngBcrkcrVu3FqV/5swZdOvWDc2aNYOfnx82btwoWu7r64uDBw/ijTfegLOzM6RSKa5du1ZtuTdt2oR+/fqhT58+CAgIwOrVqxEaGoohQ4YI6+zZswetW7eGj48PAgMDsXv3btF+SSQSbN68GQEBAXBzc8PkyZOh1WpF+cTFxUEikRhVJsYYY4yxfxR6xu3bt49cXFwoOzubiIg++ugjAkAZGRlERHT8+HGys7OjO3fuEBHRmDFjKCoqSpTGvHnzKDo62mD6L730Ek2bNo2IiK5fv04WFhZ09uxZYXmrVq1o9+7dRESkVCppxIgRlJWVRUREp06dIplMRufPnyciovj4eHJxcaGioiJh+8TERHJycqp0/6oqW79+/eitt96i0tJSKiwspPDwcFq8eHGlaZWVlJREjo6OQtkSExPJwsKCrl27VmFdS0tLunDhgmjeO++8Q5MmTRLth5ubmzA9ceJE4bgREc2dO5f27NkjSsPU1LRCukRE+fn55OHhQd999x0REWVkZJCjoyOdPn1aWKdPnz7UrFkzWrJkCalUKiIi0mq11e73Dz/8QA0aNKCioiLq1asXjRgxgpRKJZmZmVFOTg6pVCqSyWTCOd20aRM5ODgIad+7d48A0NixY0mtVlN2djZ5eHjQtm3bRPns2LGD3NzchHrIGGOMMcZ0nvknIIcOHULPnj3h5uYGABg7dqxoeUhICG7evCl8Ox8ZGSl6AlKdn376CfPmzQMANG7cGL6+vqLt7ezsEBcXh3PnzkEqlWLdunXw9vYGoPu2vVevXmjVqhUAoF+/fmjQoAEOHjxY+x3+n9zcXPz88894//33YWZmBmtra4wbNw5btmwxavsffvgBffr0fVCEZwAAIABJREFUEcoWHh6OW7duwcfH55HLBuiOS0JCAg4dOgSVSoXZs2fj5ZdfNmrbgwcPQqVS4c033wQA+Pj4IDo6WrRv9vb2aNiwId577z1YWFgAACQSSbVpSyQSNG/eHFKpFG5ubmjevDmsrKxgbW0NhUIBCwsL3LhxAy+99BIAXX3JycnBvXv3ROmMHz8epqamcHNzQ+/evXHo0CHR8qioKGRnZ9fZ8WSMMcYYe1488++A/P3333BwcBCmHR0dRcuLiooQGxuLxMREmJmZITc316gbVb2kpCT83//9H3JycmBmZoasrCxRd5tt27Zh0aJFiI6ORkFBAd5++23ExsbCxMQECoUC+/btE92EFhYWVriZrY2cnBwQEXr37i3sj0ajgY2NjbDOzZs3ERQUJEx/9tlnGDVqFADg3r17aNiwoShNFxeXRy6X3uzZs2Fra4vp06fjypUriIqKwldffQUnJ6dqt1UoFMjLyxMdN5VKhT59+gjTEokE7du3rzSNiRMnCgGLk5MT0tLShGVWVlYAABMTE1Hwoj+v69evx6ZNm6DVakFEAFChi1XZ7maOjo64ceNGtfvFGGOMMcaegwDEwcEBt27dEqbv3LkjWv7pp5/i5MmTOHz4MGxtbbFlyxbMnTvXqLQLCgrQt29fbN68GdHR0QAAf39/0Tru7u5YunQpli5dikuXLuH1119Hs2bNMHToUHh6eiI6OhrffffdI+5lRe7u7pBIJEhMTBSeuBhap+woUzKZTLQsOztbtP7Vq1chl8tF61XG1NRU9L6J/v0OPUtLS8ycORMzZ87EX3/9hZiYGMyYMQOrV6+uNm1PT094eHjg+vXrVa5X1cvx8+fPx6xZswDoAg1j7d+/Hx9//DFOnz4NX19f3LlzB+7u7hXW+/vvv4WnbgqFokLgyxhjjDHGDHvmu2B17doV+/btw507d0BEWLlypWj57du30aJFC9ja2qKgoACbNm1CQUGBaB2ZTIbMzEyUlJRAq9VCoVAA0N1klpSUoGPHjgCA+Ph4ZGdnC9sXFhaia9euQtDTrFkzuLq6Ck8k+vfvj/j4eOHb9xs3bqB///5C+vq88/PzhTTu379vVNksLS3Rr18/fPbZZ8I39V988QVWrVolbGtqaiq8vC6Xy2FtbS0sGzRoEHbv3o3Lly8DAE6dOoWgoCBR2ari5eWF1NRUAAARYevWraLlI0eOxK+//goAcHV1RbNmzSo8eZLJZEJ3tvz8fKhUKgBAWFgYVCqVkKZSqURMTAx+//13o8oG6Lpo6ffb1dXV6O1u374NV1dXNGnSBEQkHM/ydWbt2rUAdMHHL7/8goiICNHynTt3wtPTs0bDQTPGGGOM/RM88wHISy+9hKFDh6Jt27Zo1qwZ2rZtC3Nzc6HrzOTJk/H777+jU6dOGDJkCGbPng2JRIKoqCghjYEDB8Lc3BwODg6Qy+WYP38+AKBRo0aYPHkyunXrhu7duyM9PR3Tpk3DzJkz8dtvv8HGxgbDhw9Hjx490Lx5c7Rp0wahoaEYNGgQACAoKAjLli1DdHQ0/Pz80Lt3b/Tt21f0bXnLli0xcOBANGvWDI6OjujXr59o/yorGwB8++23UCgU8PPzg5+fH44dOybar6q0b98e33zzDV555RV4e3tj9OjR2LZtm9DtKSYmRriBV6lUwmhVH374IQBdgKFWqxEaGop+/fqhffv2oiciY8eOxUcffYTAwEA0b94caWlporIDwJw5czB27FjY29ujXbt2Qjcma2tr/Pzzz1i2bBl8fX3Rpk0byGQyhISEGLVvj+L111+Ht7c32rRpg549e6JTp07o1asXXnrpJVFw6O7ujqCgILRu3Rr9+/evcNyVSiX+/PNPqNXqx15mxhhjjLFniYT0d+qMsWrdv38fLi4uuH//vlHvszDGGGOMMbFn/gkIY08Cx+2MMcYYY7XDAQhjjDHGGGOs3nAXLMYYY4wxxli94ScgjDHGGGOMsXrDAQhjjDHGGGOs3nAAwhhjjDHGGKs3HIAwxhhjjDHG6g0HIIwxxhhjjLF6wwEIgLNnz6J///5VrjN16lRERkZWmD979mzI5XJYWlpi2bJldVquvLw8yOVyODk5wdnZuU7TftI+//xzuLu7AwBGjRqF7t27V7n+mDFjMGvWrFrldf36dcjlcty7d69W21cnPDwc69atE80rKCiARCJBUlLSI6W9adMmhIWFieZFRUXh4sWLVW7Xvn37Cr88DwCRkZGQy+WQSCTVpvGoKjtnCxYsgIuLCzw9PbF06VKj0ho9ejTc3d3h6emJnTt31rpMe/fuRaNGjeDu7o7Bgwcbtc1//vMfeHp6wsXFBbGxsfWad2pqqpD3K6+8ApVKVWGdPn36YMiQIQAAX19fzJ07t9ZlZIwxxuoFMVq7di1FR0dXuU5WVhalpqZWuvzFF1+kr7/+uq6LRkREx44dIycnp8eS9pPy7bffUvPmzYmI6P3336fXXnut0nXPnDlDnp6elJ+fX6u8Xn31VVq8eHGttjVGWFgYrV27VjRPo9HQsWPHKC8vr9bpFhYWkpeXF506dUo0v1GjRnThwoUqt71w4QLdunWr0uWWlpbVpvEoKjtnxcXFZGpqShcvXqxVumvXrqWgoKBalys8PJyWLVtWq20zMjIIAOXm5tZ73iUlJdS0aVOKj4+vsGzIkCE0fvx4IiJq164dffXVV7XKgzHGGKsv//gnIJ988gkmTpyIXbt2QS6XQy6XY/369cLy1atXQy6Xo1WrVpg4cWKN04+Li0OrVq3g5+eHdu3a4ezZs3VW9vT0dHTv3h2NGzeGt7c3FixYICx78803MW7cONH6u3fvRsOGDaFWqwEAZ86cQbdu3dCsWTP4+flh48aNovV9fX1x8OBBvPHGG3B2doZUKsW1a9dE68TExMDT07PGZW/QoAEcHR2F/x0cHCpdd9KkSfj0009ha2tb43wOHjyI1NRU4dxt2rQJ/fr1Q58+fRAQEIDVq1cjNDRU+AYZqP64bNu2Db6+vvD390dMTAy0Wq1oub+/P9zd3REWFoZz586JlhUVFWH48OFo0qQJvLy8MHjwYBQVFRks+8KFCxEZGYn27dsDAJRKJeRyObKysvDCCy9ALpejdevWom3efPNNyOVydOjQAWvXrq3RsdJoNPjoo4/g7++Pxo0bIyoqCvfv3xeWZ2dno3fv3ggMDISfnx8GDRqEvLw8g2lVds6Kioqg0WjQqFEj0fxff/0Vnp6ewp+zszMkEgmUSqVoPR8fn0rzNEZ+fn6FvM+ePQs3NzdkZWUBAEpKShAUFFThiaaPj4+QRl3l/f333yMwMFA0T6FQwMrKCpcuXRLmmZubw8PDw+C+16QtMcYYY0+Df3wAMnv2bHzwwQfo27cvsrOzkZ2djTfeeENYPmbMGGRnZ+Ozzz6rcdrJycl4++23sXnzZqSnp2POnDl48cUXUVxcXCdlf/fdd9GhQwdkZGTg8OHDmDt3LlJSUgAA77zzDjZu3Ci6WVqzZg1GjRoFMzMzFBQUoF+/fhg5ciSuXr2K/fv3Y9KkSThz5oywfmBgIMaPH4+goCDcvn0bxcXF8PX1FZXB3t4erq6uNS57+ZumBg0aGFwvLi4OKpUKw4cPr3EeGo0GkydPxpIlS2Bubg4AsLCwQGJiIn788Uc0atQIR48eRUJCArZt24bc3Nxqj8uDBw/w5ptvYvXq1UhLS0N0dDROnDghyjctLQ3Z2dlwcXGpUKalS5fi+vXrSEtLw9WrV5GamopVq1ZVWC8zMxOrVq0SBZXW1tbIzs6GqakpEhISkJ2djfPnz4u2W7t2LbKzsxEVFVXj47V06VLs2rULx48fR0ZGBvz8/PDWW28JyxcsWICWLVvi8uXLSE9PR/PmzXH06NEK6VR1zvTBmkQiEc1/8cUXcevWLdy6dQuZmZlo27YtZsyYAWtra9F6EokE9Ai/narVaivkHRQUhI8//hjDhw+HVqvF7Nmz0bhxY0yYMMFgGrXN31DeAwcOxL1795CQkCDM27BhA4KDg9GiRQvRupXtu7FtiTHGGHtqPOEnME+FefPmVdsFa+XKlRQREVHpckNdsCZPnkz9+/cXzfPz86Ndu3bVqHyVdcFSKpVUXFwsTAcGBtLWrVuF6ZCQEFqxYgUREWVnZ5OlpSVlZmYSEdGOHTvI2dlZlN6YMWNo6tSpwvSQIUOoW7duNSqrsdRqNRUWFhIRkUqloqKiogrrKJVK8vb2pmPHjtUqj6+//ppefPFF0bxt27ZR586diYho+PDh9NlnnxERkUwmoz/++KPa4/Lrr7+Su7u7aHmTJk0qdMEiInJzc6PExETRvNLSUlG3pHHjxtG4ceMqbBsdHU2LFi0yuF+mpqbVdp8aOHAgzZs3r9LlhrpgtW3bVtRF6M8//ySJRCJ0I/vwww+pQ4cO9Ntvv4nqXVlVnTOtVktfffUVNW3atMqyT5gwgV555RXSaDQVlt28eZNsbGzo8OHDVaZhyPHjx8nOzo7++OMPg8tfe+01Gjx4MDVp0oQUCoXBdVq2bEmLFi0yWLba5j19+nQaMGCAMN2qVSvasGFDhfUmTJhAr732GhUUFIjmFxcXk0qlIiJdt73S0tIalY0xxhirb//4JyCPk0KhwL59++Dj4yP85eTk1NnL0ElJSejbty/at2+Pjh07IisrS9Qd6J133sHKlSsBAOvWrUNkZKTQBUShUCAvL09Utp9//hk5OTnC9hKJROj+U9dMTU2Fb7ctLCwglUr/n737Doviev+H/15QivS6S0eEpamooKKAGsUGKCpEVOwNUWM0scRujCYaYo1fTWxRgqAxMSHWaMQYMYk9FiR2sAGioNKk7N7PHzzMz3UXdlFE88n9ui6vy50zc849Z+Ysc2bmnFVaZ8mSJQgKCoK/v79S2vbt22FpaSn8++effxTS8/Ly8Mknn2DFihVK2+rr6wMAtLS0oKOjA6ByX+Vyudp6efTokdIrLlV3nzWRmZmJUaNGoVWrVvD398ePP/6o9ArXb7/9hr///huTJ0/WON+6kJeXh4ULFwr73b59e5iYmCAnJwdA5dPCvn37Yvr06bC0tMTgwYPx6NEjhTxqOmbt27fHwoUL8cMPP1Qbw8aNG3HkyBFs27YNWlrKX0/29vbYuHEjgoODa/VK5MyZMxEQEIA1a9bAxcVF5TqzZs1CUlISRo8eXe1rTN999x2WL18OHx+fOis7NjYWycnJyM7OxokTJ3D//n28++67Sut9/vnnuHv3LszMzJCdnS0s19XVFc7jRo0aoUGDBhrHxhhjjL0J/JfqNbK3t0dERAQ2b95c53kXFhYiLCwMiYmJiIiIAFA59uB5UVFR+PDDD3Hs2DFs2rQJy5YtU4jNzs4ON2/erLEcVR2D+nD79m2sXbtWeKXsReHh4ejUqZPw+cVZwubOnYuBAwcqvV+vjrp6MTMzw+PHjxWWZWVlaZz/0KFD0bp1ayQmJkJbWxsxMTEK6TKZDO+//z6++OIL6Orq1ir2V2Vvb4+YmBiFVxCfp6uri5kzZ2LmzJl48OABxo0bh48++ggbNmwAoP6YHTt2DJ988glGjRqFU6dOqUyfN28eUlNTYWRkpDKPx48fY8KECdi5c2etXjP77LPP0LFjRwwYMADdu3eHWCxWSC8rK0NsbCwWLFiAVatWITIyEm5ubkr5jB8/HsOHD1c5w9jLlu3s7IyuXbti06ZNyMjIwLBhw1Qe+88//xxGRkbIycnhcR6MMcb+1fgJCABjY2NkZGSgrKxMuAteFyIjI5GcnIwrV64AqLxAi4yMrJP8Hz16hLKyMuFOc9Ud1MLCQmEdXV1djBo1CrGxsXj27BlCQkKEtICAAJSWlmLHjh0AKgc4jxs3Dn/88Uet4pg5cyZat279yvvzoqlTp2LSpEmws7NTma6vry9MGiCRSBTu+l68eBE//PDDS02Zqq5e2rRpg0ePHuHw4cMAgB07digM1Fbn/v37aN26NbS1tXHjxg38+uuvCsfs66+/hqWlJfr06VNtHsbGxrh69SqAyoHNqqZmfRnvvvsu1q5dKwx0PnToEMaNGyekDx8+HL/88gsAwNraGlKpVGFMg7pj1qBBA4wfPx6nT59WGnifmZmJAQMGIDExsdonFEDlsTUwMFDZ+fi///s/aGtr4/Llyyq37dGjB2xsbFROBPHRRx9BKpVi/vz5WLhwIaKiolBWVqa03u+//46YmBhhTFGVtLQ0iEQileN51JUNVD6t3LhxI7Zv367UKX2+7OjoaO58MMYY+/d70++AvQ2ys7PJ39+fGjVqRFZWVjRlyhQiInrw4AGJxWISi8VkbGxMOjo6wudbt27R1q1bhc86OjpkZGREYrFYYdxEYmIieXt7k6urK3l7e6scK1CdZs2akVgsJnNzcxKJREJZu3fvJqLKMSZNmjShTp06UVxcHH3yySdkaWlJhw8fFvLIyMggLS0tWrhwoVL+Z86cocDAQHJxcSFXV1eaNm2awvvj0dHRNHv27BpjjImJITs7O433SRNHjx4lJycnleNCNNG5c2dh7MuLdu7cKYzlGTZsGK1YsYKIiExMTOjatWtEpL5e4uPjydHRkezt7en999+n4OBg2rx5MxFVvs9fdZy0tLTI3NycxGIxTZgwgYiItm3bRo0bN6bAwEAaM2YM7d69m0xMTGjp0qWUl5dHYrGYLly4UOP+rVq1iiwsLMjY2JhcXV3p6tWrRFQ5rqeqbD09PTI0NCSxWCxMWxsTEyOkAyALCwsSi8U0c+ZMIqocnzJr1ixydXUlNzc3at++vcJYjuPHj5Ofnx95eHiQp6cn9enTh3JycohI82OWn59PAJSm5/3ggw9IV1eXnJycFP799ttvCusdOXKEmjRpojLv8PBwioqKqrF8Hx8fof1U2bt3Lzk7OytMr9unTx+aNGmS0vYA6M6dO0rLV6xYQQ4ODsJYDE3LriKXy8nV1ZU6d+5c7fYdO3ZUOTaEMcYY+7cREb3ClDLsrVdQUABHR0ekpaUJP/zH2Jvy5MkTmJqaoqCg4KWmVf7tt98wZswYXLt2TWG5TCaDpaUlUlNTlWaPel7Lli3xySefICwsrNZlA5Vjhe7evav0lCc0NBRhYWFKU1/XpuxOnTphwoQJKsd/VKWPGTMG0dHRLxU7Y4wx9rbgMSBvyK5du7Bv375q02NjY+Hr6/tKZRARZs+ejd69e3Png70VjIyMYGBggCtXrrzU+Z2enq7yFa8TJ04gODi4xs4HAEgkEly5cuWlOiDp6enQ0dFRml65vLwcN27cUJiyuLZlf//997h37161r96Vlpbi5s2b1b7exhhjjP2b8BOQ/1Hp6eno2LEjWrZsicTERFhYWLzpkBgDUPnjnrNnz4aOjg6mT5+OSZMmqd1m9OjR2LdvHxo2bIjExEQEBAS8VNknT57EgAED8OzZM3Ts2BFJSUlqt9m0aRPmz5+P0tJSzJ8/v9rfB3nZsj09PSESiZCQkIBWrVopbHP58mV069YNz549Q8+ePREfH6/0WyKMMcbYvw13QBhjjDHGGGP1hmfBYowxxhhjjNUb7oAwxhhjjDHG6g13QBhjjDHGGGP1hjsgjDHGGGOMsXrDHRDGGGOMMcZYveEOCIBz584hMjKyxnWmTp2K4OBgpeXz5s2DRCKBrq4u1qxZU6dxPX36FBKJBBYWFrC0tKzTvP8NwsPDcenSpWrTCwsLIRKJkJqaWo9RMcYYY4yxV8EdEADnz59Xu86kSZPw5ZdfKi1fuHAhsrOz8c4779R5XMbGxsjOzsbevXvrPO9/A3XHpVGjRvjzzz/h4+NTTxExxhhjjLFX9Z/vgCxcuBDvvfce9uzZA4lEAolEgvj4eCF9w4YNkEgkaNasGd57771a5799+3Y0a9YMbm5uaNWqFc6dO1dnsV+7dg3vvPMOGjduDEdHR3z66adC2ogRIxAbG6uw/t69e2FjY4OKigoAwNmzZ9GxY0dIpVK4ubkhISFBYf0mTZrg8OHDGDp0KCwtLaGnp4fr169rFFtWVhYiIyMhlUrh4eGB2NhYFBUVAQCys7MhEomQmJgIDw8PiMViTJ48GXK5HABQXFwMiUSCzMxMdOrUCRKJBM2bN1fI393dHba2tggICFDqqJSVlWHGjBlwd3eHh4cHevbsiVu3bgnpHh4eWLlyJfr06QN/f38EBQUhJydHSD9+/Dhat24Nb29vuLu7Y/78+Ur7V7UPGzdu1Kg+GGOMMcbY/48YffLJJxQREVHjOuvWraMuXbpUm969e3f68ssvFZadOnWKjI2N6cKFC0RElJycTFZWVlRSUlKr+P7880+ysLBQWt6jRw+aNm0aERHdvHmTdHR06Ny5c0LZhoaG9PTpU2H9Pn360OzZs4mIqKCggOzs7Gjz5s1ERHTr1i0yNzenM2fOCOuHhoaSVCql5cuXU2lpKRERyeVyjWLu0aMHxcTEkFwup5KSEurQoQPNmDGDiIhyc3MJAI0dO5YqKiooOzub7OzsaOfOnQp5aGtr08WLF2ssRywW07FjxxSWLVmyhHx9fYV9nzZtGvn7+wvp3t7e1L17dyorKyMiol69etGcOXOE9GbNmtHevXuJiKi4uJiGDRtGmZmZCmU8ePCAxGIxbdu2TaP6YIwxxhhjlf7zT0Bep23btqFbt25o1qwZAKB3794wNTXF4cOH6yT/Xbt24ZNPPgEANG7cGE2aNMHVq1cBAH5+fvDy8hKeauTk5GD//v0YM2YMAODw4cMoLS3FiBEjAADOzs6IiIhAUlKSkL+JiQlsbGwwZcoU6OjoAABEIpHauIqKinDgwAHMmDEDIpEIenp6mDhxIn766SeF9caPHw9tbW2IxWKEhITgyJEjr1gjlb7//ntMmDABRkZGAIBp06bhr7/+QnZ2trDOwIED0bBhQwCAr68vbt68KaQZGRlh+/btOH/+PPT09LBlyxY4OjoqlGFlZYXs7GwMGjSoTmJmjDHGGPuv4A7Ia5SXl4eDBw/C2dlZ+Jefn4/c3Nw6yT81NRVhYWHw8/ODv78/MjMzhdeYAGDChAlYt24dAGDLli0IDg6Gk5OTENvTp08VYtu9ezfy8/OF7UUiEfz8/GodV1ZWFgDA2tpaWGZtba3wmhMASCQS4f/m5uYKZb+KrKwshbKtrKwgEokUyjcxMRH+r62tDZlMJnzeuXMnTE1NERERARsbG8yfP1+hXhljjDHG2Mtr8KYD+F9mb2+PiIgIbN68uc7zLiwsRFhYGBITExEREQGgclzE86KiovDhhx/i2LFj2LRpE5YtW6YQm52dncKdf1X09PRqHZuNjQ0AIDc3FwYGBsL/7e3tFdZ79OgRxGIxgMoOkbm5ea3Lqq785zt5Dx8+BBEplV8dW1tbrF69GqtXr0ZaWhr69esHqVSK6OjoOomPMcYYY+y/jJ+AoHK2qYyMDJSVlUEulyMvL69O8o2MjERycjKuXLkCALh9+zYiIyPrJP9Hjx6hrKwM/v7+AIDk5GRkZ2ejsLBQWEdXVxejRo1CbGwsnj17hpCQECEtICAApaWl2LFjB4DKgd/jxo3DH3/88cqxGRgYoEePHoiLiwMRobi4GKtXr8aAAQMU1vvmm28AVHY+9u/fjy5duiikGxsbC6+UFRQUoLS0VKPyIyMjsXbtWqEuli5diuDgYFhYWKjdtqioCB06dBCe4kilUlhbWyu9elbVoXr+lTXGGGOMMaYed0BQ+aSgYcOGMDMzg0QiwaJFiwBUXmRWzYw1Y8YMHDt2TPickZGB+Ph44fORI0cwa9YsSCQSdOrUCQDQsmVLrFmzBhEREXBzc0NISAjCwsI0vtPfvHlzSCQShIaGIi8vTyhrz549cHJywuTJk9GxY0e88847uHbtGqZNm4aZM2ciJSVFyCM2Nhbp6ekYM2YMtLW1heWNGjXC7t27sWbNGjRp0gQ+Pj4wNjZGmzZt6qRON2/ejJycHHh6esLX1xf+/v6YNm2awjq2trZo2bIlmjdvjsjISISHhyukL1iwAGPHjoWJiQlatWqF27dvAwBmzJgh1EVubi7Cw8MhkUgwceJEAMCUKVPQqVMn+Pn5wcPDAzdv3lSY2awmBgYGGDJkCDp37gwvLy/4+Pigbdu2Sp0nmUyGe/fuCTN7McYYY4wxzYiIiN50EOz1KSgogKOjI9LS0mBra/umwwFQ+UqUlZUVHj58qNFTCcYYY4wx9r+Dx4C8Ibt27cK+ffuqTY+NjYWvr+8rlUFEmD17Nnr37l2nnY/PPvsMN27cqDZ95cqVMDQ01Cg+xhhjjDH238JPQP5Hpaeno2PHjmjZsiUSExPfqicNVU9AcnNzYWlp+abDYYwxxhhj9Yg7IIwxxhhjjLF6w4PQGWOMMcYYY/WGOyCMMcYYY4yxesMdEMYYY4wxxli94Q4IY4wxxhhjrN7wNLzsP6eoqAgrVqzA1atXIZfL0bFjR4wePVrp184ZY4wxxljd4ycg9cDNze2V0tWZOnUqgoODFZY9fPgQIpEIjx8/fqW81cW2Z88eNGjw9vVjDQwMsH79ety5cwcikQhHjx4FUPkL5uPGjUN4eDji4+ORkJAAGxsbzJo1S+O8z5w5g7Zt20JXVxeNGzfGpk2bXtduKNm2bRuaNm0KS0tL2Nra4r333kNFRYXCOuHh4bh06VK9xfS8FStWYM2aNUrLV65cCZFIhCNHjgCo/A0YZ2dn9OjRo75DfC3OnTuHyMjIV8rjdbXjuojtZYWGhmLQoEEAgCZNmuDjjz9+I3Ewxhh7u3AH5DXLyMhAfn7+S6e/SNWsyZMmTcKXX375UvHVRJPYAgMDcfz48Tov+1WZmprCzMwMpqamAAAzMzMAQFJSEqKjo5GVlYX+/fujf//+cHV1hZGREa5evao236dPn6Jnz57o3LkzsrOzsXLlSkycOFG4sH6dbty4gdGjR2Pz5s3MxRl5AAAgAElEQVR4+PAhTp8+jYMHD2L58uUK650/f/61x1KdmsoWi8VISEgAABw7dgwlJSX1FdZrV9s6r892XNfnQ21mbq9qhy/+nzHG2H8csVeyd+9eatasGTk5OZGHhwft2bNHSDt06BCZm5uTSCQisVhMYrGYYmJiNE6/ffs26enp0fXr1ykgIIBMTU3JyclJSF+/fj2JxWIyNjamLl26KMSVm5tLAGjDhg3k4eFB1tbW9P7775NMJiMiop07d5KPj4/CNtra2pSenq5RbJcuXSKxWEyWlpakra2tVC/379+niIgIcnNzI3d3dxo3bhwVFhYSEVFWVhZpa2vTli1bqFevXuTl5UXDhw8nuVyukEdWVpawD7Xl5eVFv/76q7Bft2/fJiKicePGUX5+PrVp04aKi4vp7t27FBcXR1evXqUVK1aozTc+Pp4sLCyovLxcWDZgwAAaOHAgERElJSVRu3btaNasWeTg4EBOTk70zTffCOtWVFTQ7NmzSSqVkrOzM/Xu3Ztyc3OFdHd3d1qxYgWFh4dT27ZtKTAwkLKzs4mIaN++fWRlZaUQz7Vr1+ju3btERFRUVERisZgAkIWFBYnFYmrWrJnC+i4uLvTrr7/SkCFDyMLCgnR1denatWsaxZaTk0MDBw4kV1dXcnJyomnTplFFRYWQ3r17d9LR0SEjIyPhnKnKe8WKFRQdHU0WFhZUUlJCY8aMoSFDhlD37t2F7ZcsWUJNmjQhBwcHCgwMpCtXrghpMTEx9N5771Hv3r1JLBaTj48PnTlzRu3xqvLgwQMaMmQI2drakp2dHQ0ZMoSePHkipJ84cYLat29PUqmUvLy8aOXKlUJaUlISde7cmaZPn049evQgV1dXWrt2rZD+8ccfk6GhIenq6gr7vXXrViE9Pj6eOnfuTIcOHSKpVErGxsY0ZMgQIf11tmN1sdXUTjWJPTU1lfz8/MjLy4ukUinNmzdPIZbx48fTnDlziIioc+fOFB8fr+5QMcYY+w/gDsgrKC0tJWNjY9q7dy8REW3bto3MzMwULqSPHTtGFhYW1eahLt3AwIBat25Nv/zyC8nlcuHC43nr1q2r9sJl7NixJJPJ6N69eyQWi+nHH38kIvUXLprERkSUnp6usgPSo0cPiomJIblcTiUlJdShQweaMWOGQmwLFy4kIqLi4mKytrYWOgxVHjx4QGKxmLZt21ZjDKq0b9+ezp49S0RE5ubm9PTpUyKq7ID8/vvvNHHiRIX1y8vLacqUKWrz/fDDD6lTp04Ky+Li4sjb25uIKutVT09P6DSlpqZSgwYNKCsri4iIli9fTj4+PpSXlyfk16tXLyEvb29v6t69O5WVlRERUa9evYQLuEePHpG1tTWFhoZScnIyFRQUqIxRW1ubLl68qDItNDSUpFIpLV++nEpLS4mIhPNVXWy9e/emkSNHUnl5ORUVFVFgYCAtW7ZMIf8uXbrQl19+qVTuihUraMKECRQWFkbfffcd2dnZUVJSktAB+euvv8jIyEiopzFjxlB4eLiw/YQJE8jU1JQuXLhARESLFy8W6lwTXbt2pXHjxlFZWRmVlJRQr169aMSIEURE9PTpU7KysqLExEQiquz4W1hY0P79+4mo8phqa2tTSkoKERGdOXOGdHR0qKioSMj/k08+oYiICJVlnzp1iszMzOidd96hq1evEhHVazuuKbaa2qkmsTdr1kz4/isuLqZhw4ZRZmamkD5r1ixavnw5ERH169ePfv75Z5VxMMYY+2/hV7BegY6ODm7fvi28xx4cHIz8/Hzk5ubWWRkmJiYICQlBt27dIBKJoKVVu0MWGxsLLS0t2NraIiwsDCkpKXUWW3WKiopw4MABzJgxAyKRCHp6epg4cSJ++uknhfWGDh0KANDX14eXlxdu3rypkG5lZYXs7GzhHfLaOHjwIHx8fAAAt27dgpGREYDK10dEIlGtXiN5XnFxMYyNjRWWmZiYoLCwUPjcqFEjjBo1CgAQEBCAxo0b49ixYwCA+Ph4jBkzRngV5YMPPsCePXtQUFAgbD9w4EA0bNgQAODr6yvUi7m5Oc6ePQtvb2/MnDkTFhYWiIqKqtX5ZmJiAhsbG0yZMgU6OjoAIAy+rym2x48fY/fu3fjggw/QoEEDNGrUCLGxsUhKStK88gBER0dj4cKFCAoKgqGhobC8TZs2uHPnDiQSCYDKtvTiK3GdOnVCs2bNAADDhw9HWlqaRvuel5eHQ4cOYdq0aWjYsCH09PSQlJSEVatWAQB+//136OvrY+DAgQAABwcHREVFKZyvDg4OeOeddwAALVq0QEVFBe7du6fRPpuYmCA/Px/z5s0TxlS9De1Yk3aqLnYjIyNs374d58+fh56eHrZs2QJHR0chfd68eZgwYQIA4Ntvv0XPnj1fOW7GGGP/ftwBeUXx8fFo37492rRpg9DQUACAXC6vs/xFIhH8/PxeentbW1vh/xYWFsjLy6uLsGqUlZUFALC2thaWWVtbIycnR2E9ExMT4f/a2tqQyWR1FoOBgYFwofRih6F58+Y4ceIEioqKkJWVhUmTJuHmzZsKF07Vsba2VhoQ/OTJE4UyrK2tFWbUMjc3F8bS5OXlYeHChXB2doazszPat28PExMThbqpqV7s7OywdOlSpKWl4fLly7h79y5iYmI0qRIANZ9PNcWWn58PIkJISIiQPmPGDIWOkybCw8ORmZmJwYMHKywvKSnB/Pnz4evri7Zt22Lu3LlK7aiqcwJU1ikAjcZPPXz4EEBlh7aKgYGB0CnNyspSOFcB5fP1+WOipaUFkUik8fladS68be1Yk3aqLvadO3fC1NQUERERsLGxwfz58xWOm66urtDRbdSo0Vs5YQVjjLH6x38NXsGhQ4cwd+5cnDlzBk2aNEFWVpbChUJd0dPTe+lt8/LyhAuMR48eCRdhL17YFhUV1VkHwMbGBgCQm5sLAwMD4f/29vZ1kv+rqBo0v3TpUgwfPhxaWlpYsGABdu7cqdFMQVKpFKtWrUJZWZlwYXX69Gm0aNFCWOfRo0cK2+Tl5QkXzPb29oiJiRGe/tRGSkoKRCKRcCe+SZMmiI2NxYIFC2qVT3XnU02xlZaWQiQS4dixYxp11Kqjr6+P+/fvw8DAAHv37hWWL168GCdPnsTRo0dhaGiIpKQkpRmTnq/XqgvwqnqtSVWbzMnJETodjx8/xsOHD+Hq6gobGxulJymv43x929pxbdppdbHb2tpi9erVWL16NdLS0tCvXz9IpVJER0drvnOMMcb+c/gJyCu4f/8+rK2t4eLiAiLC119/DQAKr+MYGxujoKBAuNtYdTdW0/RXtXnzZgCVFy379+8Xpvl0cHBAZmYmioqKAACJiYlKr4W8bGwGBgbo0aMH4uLiQEQoLi7G6tWrMWDAgFrFXnUxVNvXfGoyYMAAJCQkQCKRYOfOndixYwcyMzPx5MkTuLu7q92+V69e0NXVxZw5c1BQUID9+/fj559/xtixY4V18vLykJycDAA4efIkMjIy0KFDBwDAu+++i7Vr1+Lp06cAKjux48aN0yj2K1euYOjQobh48SKAyrv/iYmJCAgIUFjP2NhYeH2poKAApaWlGuVfU2y6urro3bs3li5dCrlcDiLCF198IZzzqsouKysT8nqeoaGh0m+u3L9/H97e3jA0NERhYSG2bdum0I4A4PDhw7h9+zYAICEhAc2bN4elpaXa/TI0NERYWBiWLVsGuVyO8vJyjBkzBnFxcQCADh06oKSkBN999x0AIDMzE9u3b0dUVJTavJ/f74yMDJSVlUEul9f5k8ZXbceqYnvVdlpUVIQOHToI3w9SqVTp6R9jjDGmCndAXkG/fv3g6OgIHx8fdO3aFe3atUO3bt3Qo0cP4WK9adOmiIqKglQqhbm5OXr37q2Qh7r06uTm5kIikUAikWDGjBk4duyY8DkjI0P4bYjGjRujRYsWaNGiBQYNGoSQkBAAla9UREVFoW3btggNDUVJSQnMzc0V7p7WFFtQUBAkEgmCgoIgk8mEshMTEwFUXjDl5OTA09MTvr6+8Pf3x7Rp02pVvzKZDPfu3RMurupCgwYNsH79enz//fcYPHgwBg0ahIyMDCxZskSj7Y2MjLBv3z4cPXoUlpaWmDBhAtavX4/AwEBhHW9vbxw+fBheXl4YMGAANm7cKNy9njhxIrp06QJfX19IpVIsWLAAw4cP16js2NhYTJo0Cf369YOpqSl8fHxgb2+PlStXKqy3YMECjB07FiYmJmjVqpVw0a6OutjWr1+PvLw8uLm5wc3NDX/++SfCw8MV8pg8eTL27t0LQ0NDuLi4YN++fRqVPXnyZPzxxx9o164dBg0ahHnz5kEkEinkHxISggkTJqBJkyZITEzEli1bNMobALZs2YK8vDzY2tpCKpXC0NAQy5YtA1B5TH/++WesWrUKHh4eQmfl+WOqTlRUFBo2bAgzMzNIJBIsWrRIo+3qox3XFNurtFMDAwMMGTIEnTt3hpeXF3x8fNC2bdta32hgjDH23yOilx2NyxhT8v333+Pjjz8WnlKwujFx4kSIRKLX8jsZjDHGGKtf/ASEsTrGffrXg+uVMcYY+9/AHRDGGGOMMcZYveFXsBhjjDHGGGP1hp+AMMYYY4wxxuoNd0AYY4wxxhhj9YY7IIwxxhhjjLF6wx0QxhhjjDHGWL3hDghjjDHGGGOs3nAHpA6Eh4fj0qVLbzqMakVERKBPnz5vOgzGGGOMMca4A1IXzp8//6ZDUEJEuHr1KqKjo3HkyJE3HQ5jjDHGGGMAuAPySoqLiyGRSJCZmYlOnTpBIpGgefPmQrqbmxumT58OT09PLF26FIMGDYKTkxNOnTolrLNhwwZ4e3vDy8sLzZs3xw8//KBUzrhx42Bvb1+r2A4cOICIiAg0b94cU6ZMefmdZIwxxhhjrA41eNMB/Js1atQI2dnZaNCgAX777Tc0bdpUIV1HRwcWFhbYvHkzAgICcP36dWzatAmJiYlo3bo1Hj58iMmTJ+POnTswNzfHzZs3MW/ePPTr1w8ikUjIx8TEBNbW1rWKrWfPnujZsycAYMmSJa++s4wxxhhjjNUBfgLyGolEIrRq1QpisRh6enpwcXGBpaUlHj16BKCyg0JE2LRpEzIzM+Hi4oKEhASFzgcALF26FGfPnn0Tu8AYY4wxxlid4g7Ia6avrw8tLS3o6OgAqOyUyOVyAICxsTGOHj2Ks2fPws/PD97e3tixY8ebDJcxxhhjjLHXil/BesNat26NpKQkEBEOHDiAvn37IiAgoNZjPhhjjDHGGPs34CcgdcDY2BhXr14FABQUFKC0tFSj7U6cOIGoqCiUlZVBJBLB19cX+vr6Sq9gzZw5E61bt67zuBljjDHGGKtv/ASkDixYsABjx47FiBEjYG1tjX379sHNzU3tdr6+vpBIJPD29oaOjg4aNGiAlStXws7OTmG9/Px8ZGVl1Sqm48ePIzw8HABQUlKCiooKWFpawsLCAleuXKlVXowxxhhjjNUVERHRmw6CMcYYY4wx9t/Ar2AxxhhjjDHG6g13QBhjjDHGGGP1hjsgjDHGGGOMsXrDHRDGGGOMMcZYveEOCGOMMcYYY6zecAeEMcYYY4wxVm+4A8IYY4wxxhirN9wBYYwxxhhjjNUb7oC8gocPH0IkEuHx48dvOhQAwJw5czB8+PB6K+/69esQiUSwt7eHvb099u3bp5C+ceNG6OrqCun5+flC2okTJxAQEAATExM0btwYS5YsEdKOHz8OS0tLhX/6+vqYOXOmxrEdOnQIXl5eMDIyQrt27XD58mWldVavXg1TU1OFZbUpu6SkBG5ubggLC1NYfvPmTXTp0gVGRkZwc3PDrl27hDSZTIYZM2bAwcEBFhYW6NmzJ27cuCGkR0VFwdDQUKH8tWvXKpQ5evRomJmZQSwWY8GCBVD1W6IRERHo06eP0vKkpCR4e3vDzMwM7dq1w+nTp5Vis7W1hbm5Obp164Z//vlHSL9//z4iIiLg5uYGqVSKSZMmobS0VEg/d+4cgoKCYG5uDg8PD8THx79Uvb5O1dXLqVOnEBgYCFNTU7i4uGDlypUK6QkJCfD09ISJiQlatWqFgwcPalxmTcdUk3pRF9vWrVvh4eEBY2NjtG/fXuFcl8vlmDlzJpydnWFtbY2+ffvi4cOHQnp2djbeffddWFhYwMbGBiNHjkRBQYGQnpOTg/79+8PKygo2NjYYO3YsSkpKhPSajvnnn3+utG8NGjTAL7/8AkB9W6iiqp2+KDo6GoaGhgrLamor6enp0NLSUojN2dlZ2La0tFT43tLX11eqc0287PefunpTR107VfcdU1NsQM3n27p166Crq6uQd3R0tFKM1R3TvLw8vPvuu5BIJHBwcMDUqVMhl8uV1quuHVdJS0uDrq4uvvjiC2FZeXk5PvzwQ7i7u8PV1RW9e/fGnTt3NI6tpragSTuuqd4Y+08i9tJyc3MJAOXn57/pUIiIaPbs2TRs2LB6K+/atWtU0ym0YcMG6tixo9LywsJCMjU1pa1bt5JcLqcLFy6QiYkJHThwQGU+BQUF5OLiQufPn9corlu3bpGZmRkdPHiQSktLacmSJRQWFiak5+Tk0OLFi8nKyopMTExqzKumsidPnkxSqZRCQ0OFZRUVFeTl5UVLliyhsrIyOnLkCDk4OFBBQQEREa1cuZK8vLzozp07VFpaSuPHj6egoCBh+27dutHmzZurjScmJob69u1LT58+pYyMDPLy8qLU1FQiIpLL5XTlyhUaNGgQmZmZUXh4uMK26enpZGRkRL///jvJZDJav3492dvbU2lpKRERLVq0iNq0aUPZ2dlUWlpKsbGx5O/vL2zfs2dPmjZtGhERFRcXU1BQEC1atIiIiMrLy8nJyYlWrFhBFRUVdOLECTIzM6OLFy/Wul7rmrp6efbsGYnFYlq1ahXJZDK6cOECmZqa0uHDh4mI6OzZs2RoaEipqakkl8tp27ZtZGBgQE+ePNGofHXH9Hkv1ou62FJTU8nY2JjOnDlDpaWl9NFHH5FUKiWZTEZEROvXrycPDw+6c+cOPXv2jIYNG0b9+/cXygsODqaYmBgqKSmh3Nxcatu2LX300UdCep8+fWjgwIFUVFREubm55O/vT3PnziWi2h/zs2fPUpMmTai4uJiI1LcFTdtpcnIyubu7k4GBgcLymtrKH3/8QY6Ojhodk9DQUFqxYoVG6z6vrr7/Xqw3dWpqp0Q1n4/qYlN3vn366ac0dOjQamNTd0wHDRpE7777LhUXF1N2djb5+PjQ2rVriUh9O65SUVFB/v7+1KRJE4qLixOWL126lIKCgoR6nDZtGgUHB2scW01t4UUvtmN19cbYfxF3QF5BVQdkw4YN5OHhQdbW1vT+++8rfKls3bqVmjZtSu7u7uTr60u//vqrkLZz507y8fFRyFNbW5vS09OJqPIP6Pvvv0+DBw+mLl26kIeHh/AHlIjo0qVL5OvrS40bN6bu3bvTqFGjFDogqamp5OfnR15eXiSVSmnevHlK+5CVlSXsQ229bAckKyuLVq1apbAsKCiIVq5cqTKfyZMn0/vvv69xXHPnzqWRI0eqTHvy5Ak5OztTbGwsJScnq+2AVFd2amoqdejQgZYtW6bQATl8+DC5uLiQXC5Xmd+PP/5IKSkpwufjx4+TkZGR8LlNmzb0008/qdy2qKiI9PX1KSMjQ2X6vn37qGnTprRkyRJauHCh0h/oefPm0aBBgxSWubq60i+//EJERLt27aKTJ08q7IupqanwWSwW05EjR4TP8+fPp4iICCIiSklJITs7O4W8R48eTTNnzlQZa22P6atQVy+5ubm0aNEihXbbtWtXWrZsGRFVXgBu2bJFYRsdHR06c+aMRuXXdExf9GK9qIttxowZCm2+tLSUDAwMhOPYoUMHWr9+vZB+9+5datiwIRUWFhIR0YoVKygnJ0dInzt3LvXp00f4vGLFCrp165bwefHixdSrVy8iqt0xl8lk5OvrSz/++KOwrKa2oGk7zcvLI29vb9q/f79CB0STttKiRQuVaS+q6w5Ibb7/VNWbOjW1U6Kaz0d1sak736ZPn06TJ09Wmbe6Y/rs2TPS0dGhq1evCssSEhKoXbt2RKS+HVf59NNPadasWRQeHq7QAYmKiqL58+cLn48cOUIWFhYaxUZUc1t40YvtWF29MfZfxB2QV1DVARk7dizJZDK6d+8eicVi4Y/Fn3/+SUZGRnTlyhUiItq7dy8ZGRnRgwcPiEh9B2TChAkkkUiEC4Rly5ZRYGCgsG779u2FOzB3794liUSi8CXXrFkz2rt3LxFV3gkbNmwYZWZmKpT34MEDEovFtG3btlrv/8t2QJ5XWlpK33//PVlbW9ONGzeU0m/fvk0mJiZCnWmi6g5g9+7dydHRkbp37y4cg+f9+eefNXZAqiu7uLiYWrZsSdeuXaMVK1YodECWLl1KvXr1opiYGHJyciJfX1/at29ftWVMmTKFunfvLnyWSqUUFhZGjRs3Jjs7O4qNjRWenpw4cYKsrKxo5cqV5OHhQe7u7rRkyRKV+X722WdKf6D79++vcCeUqPqLq9u3b1NoaChNnDhRWDZixAgaOXIklZWV0ePHj6l169a0ceNGIiJau3atwt1EIqK4uDiVFwkvc0zriqp6edGdO3fIxMSE/vjjD5XpycnJZG5uLlzEq1PTMX2eJvXyYmwfffQRRUdHK6wjkUgoISGBiIisra0VbloQERkYGNC5c+cUlslkMuFO+3fffaey7PLycmrTpg199tlnRFS7Y56UlER+fn7V7heRcluoUlM7HTx4MCUmJtK5c+cUOiDq2kpiYiI1btyYOnbsSFZWVtS6dWs6dOiQyjLqugPyPHXff5rU24tqaqdEmp+PqmJTd76NHTuWAgICqFmzZmRlZUWhoaF0/fp1pbxVHdPLly9Tw4YNFW7enDp1SuWxr64dX758mfz8/Ki0tFSpA7J161Zq0aIFPXz4kMrLyyk2NpYGDx6sUWwverEtPE9VO1ZXb4z9F/EYkDoQGxsLLS0t2NraIiwsDCkpKQCAH374AX379oVUKgUAhISEwMHBAYcPH9Y47x49esDa2hoA4Ovri5s3bwKofEf5jz/+wJAhQwAAdnZ2CAkJUdjWyMgI27dvx/nz56Gnp4ctW7bA0dFRYR0rKytkZ2dj0KBBL7fzr2DPnj3Q1dXFqFGjsGbNGri4uCits3TpUgwdOhRWVlYa55ufn4/k5GSsWbMG169fR6tWrdC3b1+V7xLXpLqy586dixEjRsDV1VVl2SkpKejTpw9u3bqFBQsWIDIyEpmZmUrrbtiwAQkJCVi3bp2wrEOHDujWrRsuX76MEydO4O+//8a0adOEvB8/fownT57g0qVL+Pnnn/Hll19ix44dGu1PYWEh9PX1sX37dohEIly/fh2NGjVCYWGhwnp+fn5wdHSETCbD4sWLheWff/45Tp48CQsLC1hZWcHe3l4Yc1SVd3Z2NkQiETZu3Kgy75rq9W2Qm5uL3r17Y9SoUWjXrp1S+qlTpzBq1Chs2rQJBgYGGuVZ0zF9nrp6URVbSEgIkpOTcfLkSchkMqxatQr5+fl49uwZgP93XMaNGwd7e3sAUDouhYWF0NbWhp+fH/r374/IyEilsmUyGUaPHg0tLS188MEHCnlrcswXL15c43gfVW1BnT179qC4uBgDBw5USlPXViwtLREUFIR169bh/v37mDhxIsLDw5GRkaFx+a9Kk+8/dfWmSk3tFNDsfKwuNnXnm6enJ9q1a4eUlBTcunULjo6OCA8P1+i7t7CwEHp6ehCJRPDw8MDgwYOrPZ9UkclkGDNmDL7++mvo6OgopQ8ZMgSenp6QSCQwNzfHkSNHsHTpUo3yfrGcF9vC81S1Y3X1xth/EXdA6oCtra3wfwsLC+Tl5QEAsrKyhM5DFWtra+Tk5Gict4mJifB/bW1tyGQyABDKMDMzE9LNzc0Vtt25cydMTU0REREBGxsbzJ8/v9YX4a9TWFgYSktLsWfPHkyfPh3bt29XSC8vL8e2bdswbNiwWuVramqKAQMGwNXVFQ0bNsTcuXPxzz//qOwEVKe6sv/66y/8/fffmDhxYrVl+/r6okePHhCJRAgLC0Pz5s2FTmmVRYsWYfHixTh69CgaN24sLN+wYQPee+896Onpwc7ODvPmzcPPP/8s5F01qFhbWxtSqRRDhgxRGvxfHUNDQxQXF8PV1RUxMTEwMTFBYWGh0uDd06dPIysrC02bNkVgYCDKy8shl8vRo0cPREdHCxd3+vr6iI2NVci7UaNGiImJgaenp8q8X/aYaqJVq1bCANCRI0fWevubN28iMDAQwcHBWLZsmVL6gQMHEBoaiq+++qrGAbAvqumYVlFXL9XFFhQUhLi4OAwZMgQuLi7Iz8+Hm5ub8F1QdVw6dOgg3KwoKipSOC6GhoaQyWS4fPkyTp8+jfHjxyuUXVxcjH79+uHOnTs4ePCgcHGn6TE/deoU7t27h969e6vct+raQk0eP36MOXPmVNthUddWunbtiq1bt8LT0xMNGjTA0KFD0axZMxw6dEij8uuCuu8/dfWmirp2Cmh2PlYXm7rzbfLkyYiLi4OlpSUMDAwQFxeH9PR0lZMLvMjQ0BDPnj0DEWHAgAHo0qWLyvOpOsuWLUNwcDBatWqlMv3DDz/Es2fPhHqZMGECunbtioqKCo3yB6pvC1Wqa8fq6o2x/yLugNSBqs4AADx69Ei482FjY4Pc3FyFdXNzc4U7kc93KIDKC4PnP9ekquPx/AxcWVlZCuvY2tpi9erVuH79Og4fPozt27cjKSmpFnv2eqSlpeGrr74CAOjo6CAwMBDR0dEKs0UBQEpKCoyMjODr61ur/KVSqUK9U+WrhmjQoIHGeVRX9s6dO3H58mU0btwYzs7OWLhwIVJSUoQ70i+WDVReFDxf9gI1VcwAABbMSURBVLRp0/Djjz/i5MmT8PT0FJaXlJTgp59+UjgHysvLoaurCwDCXcjnZ9N5Me+aeHt7Iy0tDX5+fvjqq69gZWWFS5cuoVmzZgAqZ7CpmplFIpFg8eLFSEtLw7Vr13D//n2cOXMGMTEx0NbWRqNGjRAdHY39+/cLeaenp8PIyAhfffUVAgICcPHiRSFvdfVaF3755RdcunQJly5dwvLly2u17bVr19ChQwd8+OGH+Pzzz5XSf/rpJwwfPhy7d+9GRESExvmqO6ZVaqoXdbGNGTMGV65cQWZmJiZNmoTr16/Dz88PwP875oMGDcJnn32GGzduoKKiAu7u7nj69CkWL16MkpISaGlpwd3dHdOnT8cPP/wg5F1cXIyePXvC3Nwcv/zyC4yMjIQ0TY/5rl27EBYWpvI8ra4tqHPkyBHcv38fbdq0gbOzM0JCQlBcXAxnZ2dkZmaqbSsXLlzA+fPnFfJUdVxeB02//2qqt+qoa6fqzkdNYqvpfDt8+DDu378vrCuXyyGXyzWqVxcXF2hra+Pq1atYsGABRowYofJ8qs4PP/yAzZs3w9nZGc7Ozjh48CA+/fRTTJkyBQDw888/Y8iQITA0NISWlhZGjhyJy5cva3xjqqa2UKWmdlxTvTH2n/SGXwH7V6saA1I148jDhw/J1taW9uzZQ0SV75IaGxvTtWvXiIho9+7dZGlpKcyaderUKTIyMhLeJV+/fj1paWkpjAF5fiDbsWPHSCwWC59bt25Nc+bMISKiq1evkrW1tTAGpLCwkIKCguj+/ftERFRWVkaBgYFKYz0ePHhAdnZ2lJiYWOv9f9kxIOnp6aSnpyfU0/3798nHx4cWL16ssN6iRYuqHeRHVPkuvp2dncLAQKLKwfmmpqZ0+vRpkslkNHv2bPLx8VEaGF7Tu77qyq7y4hiQsrIysre3pw0bNpBcLhcGx969e5eIiOLj48nBwUHlzGnl5eVkZ2dHn376KclkMsrOziZ/f3+aMWOGsE5UVBQNHz6cSktL6ebNm2Rra0u7du1SykvVO9LXrl0jY2NjOnr0KMlkMlq1ahU1btyYysvLiajyffoePXpQfn4+yeVyWrduHZmYmFBRURGVl5eTtbU1rVu3jogqxwyMHTuWevfuTUSVM8+4urrSsmXLqKKiQpj1pepc1qRe5XI5WVtb04ABA9TW+8tSVS9lZWXk4eEhDOx+0bVr18jAwID++uuvGvP+6KOPlN7X1+SYElVfL+pi++OPP8jOzo7u3r1LJSUlNGLECIV8tm7dSlKplO7cuUMlJSUUFRUlvPdeUVFBTk5ONGfOHCovLxfGiXXt2lXYfuTIkdS7d2+VkypoesyDg4NVxl9TW3ieJu/kvzgGhKjmtrJu3Tpq0qQJ3bp1i2QyGcXHx5OJiQllZ2cr5V3dGJA1a9aQlpYWpaWlqYzpVb//qqu3KtWdbzW1U3Xno7rY1J1vUVFRFB4eTgUFBVRSUkLjxo1TmEmvSnXHdMSIERQZGUnFxcV079498vDwUBi/UkWTsVwvjgHp27cvDR48WPi+S0hIIEtLS2EWQHWx1dQWqlTXjtXVG1Hl3y0A9NVXX9W4X4z9r+AOyCuomkFq7dq15OPjQ/b29jR16lSFL6gtW7YIs2C1a9dO6SJm9OjR5O3tTSEhIbRq1SqytLSkS5cuEZH6DsiZM2fIx8eHxGIxde/enaZOnaowBWLVFJyenp7k6elJH374odK0f29iFiyiyhlwWrRoQWZmZmRnZ0fvv/++0h+CsWPHUmxsbLX5JyUlEQChg/e8n376iZycnMjc3JzeeecdhUHoFhYWZGFhQSYmJiQSiYTPz184qSu7yosdECKif/75h/z8/MjExISaNm0qTARARNSyZUvS09MTyqz6d/v2bSKqvJDq0KEDmZmZkaOjI02dOpVKSkqE7Z8+fUrvvvsumZqakpOTk8IgyNTUVCG/Ro0akY6ODllYWJBUKhXW2bVrFzVt2pTMzMyoQ4cOdOHCBSEtLy+Phg8fTjY2NmRmZkbt2rWjo0ePCumnTp2ijh07kouLC7m5uVFkZCTdu3dPSL906RJ17NiRzMzMyNvbm3bu3KlUXzXV67lz50gkEgnnf11RVy/JyckEgMzNzRWOSdUA/ClTppC2trbSMUtKSlIoJyYmRmlWqKr9qumYElVfL+piIyL6+OOPydramkxNTSkyMpIePXokpMnlcpo/fz45OTmRWCymAQMGKFzwX7x4kYKDg8nS0pKsrKyoT58+wkQVjx8/JpFIREZGRgplt2zZUthek2MulUppx44dSsvVtQVN2unzdfxiB6SmtiKXy2nOnDlkb29P5ubm1L59ezp+/LhSvkTVd0DCw8MpKipK5TZEr/79V129VanufFPXTtWdj+piq+l8e/jwIQ0YMICsrKxILBZTREQE3blzR0hXd0yfPHlCAwcOJLFYTE5OTjR37lzh76km32/Pe7EDkp2dTQMHDhTqJTAwkP7880+NYtOkLRDV/P1WU70RVf4tcXBwUDoPGPtfJSJS8StmjGng+vXrcHNzU/lDeEDlD3ElJCTgt99+q+fI2L9RXFwcTp8+rfGgesbqQ1hYGIKDgzF58mRhmUwmg6WlJVJTU+Ht7a1yO/7+Y7URGhqKsLAwhfE6jP0v0/zlUsYYe40OHz6s8MvFjL2tTpw4geDg4Go7H4zVRnl5OW7cuPFSk2cw9m/Fg9DZK7O3t4e9vb3K2Zj+/PNPIf35AaGMvejAgQNo2rTpmw6DMZSWlgrfW6qmTW/fvj127typNh/+/mOaaNiwIf755596mQSBsbcFv4LFGGOMMcYYqzf8BIQxxhhjjDFWb7gDwhhjjDHGGKs33AFhjDHGGGOM1RvugDDGGGOMMcbqDXdAGGOMMcYYY/XmX9UBiYiIQJ8+fZSWJyQkwNPTEyYmJmjVqhUOHjxYq/Sa5OTkoH///rCysoKNjQ3Gjh2LkpISAMDx48dhaWmp8E9fXx8zZ84Utr958ya6dOkCIyMjuLm5YdeuXQr5b926FR4eHjA2Nkb79u1x+fJlIW3dunXQ1dVVyD86OlpIv3//PiIiIuDm5gapVIpJkyahtLRUSD9x4gTat28PU1NTuLq64scff9S4bACIj4+Hu7s7jI2N0aJFC+zdu1dIk8lkmDFjBmxtbWFubo5u3brhn3/+UVmH0dHRMDQ0FD5rUm9V0tLSoKurq/T7EN988w2aNm0KV1dXtG3bFseOHRPSnp9CU19fHytXrlTY9rfffhPStbS08Pfff6uMmzHGGGOMvQZv9HfYNSCXy+nKlSs0aNAgMjMzo/DwcIX0s2fPkqGhIaWmppJcLqdt27aRgYEBPXnyRKN0dfr06UMDBw6koqIiys3NJX9/f5o7d67KdQsKCsjFxYXOnz9PREQVFRXk5eVFS5YsobKyMjpy5Ag5ODhQQUEBERGlpqaSsbExnTlzhkpLS+mjjz4iqVRKMpmMiIg+/fRTGjp0aLWx9ezZk6ZNm0ZERMXFxRQUFESLFi0iIqLHjx+TpaUlbdq0iWQyGf3000+kp6dHN2/e1Kjs1NRUMjc3p7Nnz5JcLqeEhARq1KgR5eXlERHRokWLqE2bNpSdnU2lpaUUGxtL/v7+SjEmJyeTu7s7GRgYVLsfL9ZblYqKCvL396cmTZpQXFycsPyvv/4ic3Nzun37NhER7dmzh0xNTYV6fV5oaCitWLGi2rINDAzo3Llz1aYzxhhjjLG69dY/ATlw4AAiIiLQvHlzTJkyReU6a9asQUBAAEQiEQYNGoTy8nJcv35d4/SadOzYEZ9++ikaNWoES0tL9OrVq9o75nPnzkWvXr3QvHlzAMDRo0fx7NkzTJ8+HQ0bNkSnTp1w+/Zt4WnA7t270bdvX7Rq1Qo6Ojr4+OOPce/ePZw5cwYA8PjxY5ibm1cb29mzZxESEgIA0NfXR+fOnXHu3DkAlT+AZWBggJEjR0JLSwvh4eEICgrC999/r1HZurq62LBhA1q2bAmRSIT+/fvj2bNnuH37NgDAy8sLa9asgVgsho6ODiIjI5WegOTn52PWrFlKTyDU1VuVzz//HJ07d1b6cbpz586hWbNmcHBwAAD07NkTT548QUZGRo3lMMYYY4yxN++t74D07NkTFy9exIwZM9CwYUOl9JYtW2LYsGHC559//hmGhoZwd3fXKF2dyZMnw9nZGQBQUVGB5ORktG/fXmm9O3fu4JtvvsHs2bOFZadPn4a3tzdiY2Ph7OwMPz8/7N+/X0gXiUSoqKgQPuvo6MDIyAhXr14FUNkBOXXqFJo3bw5ra2uEhYXhxo0bwvohISH49ttvUV5ejidPnmDfvn3o2bOnyrwBwNzcXMhbXdl+fn7o168fAODp06dYuHAhmjdvDm9vbwBA37590bp1a2Hfly9fjsGDByuUN2nSJMyePRsSiaTa+lVVbwCQnp6OXbt2Yf78+UrbdO7cGZcuXcKFCxcAANu3b4ezs7PGx5QxxhhjjL05b30HpDZOnTqFUaNGYdOmTTAwMKh1ek1kMhlGjx4NLS0tfPDBB0rpS5cuxdChQ2FlZSUsy8/PR0pKCvr06YNbt25hwYIFiIyMRGZmJoDKDkRycjJOnjwJmUyGVatWIT8/H8+ePQMAeHp6ol27dkhJScGtW7fg6OiI8PBwyOVyAJVPCE6ePAkLCwtYWVnB3t4ew4cPBwD4+/ujpKQEX3/9NWQyGX7//XccPnxYyFtd2VWmTp0KExMTfPfdd/j222/RoEEDhXQ/Pz84OjpCJpNh8eLFwvI9e/aguLgYAwcOrLFeVdWbTCbDmDFj8PXXX0NHR0dpG6lUio8//hgtW7aEhYUFxo8fj82bN6vsoDLGGGOMsbfLW9MBadWqlTAgeeTIkbXe/sCBAwgNDcVXX32lcqC6uvSaFBcXo1+/frhz5w4OHjyodFFcXl6Obdu2KTxpAQBTU1P4+vqiR48eEIlECAsLQ/PmzZGSkgIACAoKQlxcHIYMGQIXFxfk5+fDzc1NeO1q8uTJiIuLg6WlJQwMDBAXF4f09HTcuHEDcrkcPXr0QHR0NPLz8/H48WPo6+sjNjYWAGBiYoLk5GRs3rwZ9vb2+Oqrr9CzZ08hb3VlV/niiy9QUFCAOXPmoFOnTkqvrp0+fRpZWVlo2rQpAgMDUV5ejsePH2POnDlYt25djfVaXb0tW7YMwcHBaNWqlcrtkpOTsWrVKty4cQOPHj3CgQMHEBkZqfB0iDHGGGOMvaXe9CCUKg8ePKCsrCzKysqi/Px8let89tlnSoPQiYh+/PFHEovF9Ndff6ncTl16TYqKiqhDhw40fPhwKi8vV7nOgQMHyMHBQWn5rl27yNPTU2FZmzZtKD4+XvhcUVEh/P/Ro0ekp6cnDK7+9ddf6d69e0L606dPCQBlZmbSnTt3CIAwKJyIaO/evWRvb68ybyKi1q1b07fffqtR2Xv37qW9e/cqbB8QEED/93//R0REa9eupbS0NCGttLSUtLS0KC0tjXbt2kVWVlbk5ORETk5OZGNjQyKRiJycnCgjI0NtvbVp04YcHByE7fX19cnMzIwmT55MRESjRo2iSZMmKe3bxo0blfLiQeiMMcYYY2+Xt+YJiJWVFSQSCSQSCUxNTTXe7vr16xg8eDCSk5PRtm3bWqdXmTlzpjCm4XnvvfceTE1NsXnzZqXXj6qcPn0aLVq0UFoeFhaGgoICbNy4EUSEAwcOIC0tDZ07dwZQOVDcyckJ9+7dw7NnzzB16lR07dpVGFy9YcMGjB8/HoWFhcJgdn9/fzg6OkIikcDa2ho7duwAAMjlciQnJwtPDUpKSmBtbY2UlBTI5XJs3LgRd+/eFZ7+qCs76/9r7+5CotrCMI7/t00yI9qHTg6ZphnmmJAlRAx2E0kkCRIIlgiCYhZ5ISVJ0Z0FSURmZjdmQRCaNyFoEgZ92JdC6U0yESSSjQpTWlkq5pyLQ5szRzvZydTTeX4wMHu/e631suZm3r3WnvF42L9/v/lMSHt7O11dXSQlJQHw8OFDDh8+zNDQED6fj9raWkJCQoiJiWH37t0MDg7S09NDT08Pzc3NBAUF0dPTQ3R09Hfn7cmTJ/T29prtd+zYwbFjxzh79iwAGzZsoLW1Fa/XC8CLFy/o7u5m06ZN3/x8RURERGRhmP4b9QLy4MEDMjIygD+/VE9MTGC32wkLC8PtdlNdXc3o6Ci7du3ya1dVVcWePXu+G//q3bt3eDwev2uGh4e5fPkywcHBfs8orF69mqdPn5rHvb29REZGTsl98eLFtLa2kpOTQ0lJCVFRUVy/fp1Vq1YB4HK52LdvH8nJyYyPj5OamsqVK1fM9hcuXKCoqIjY2FgCAgLYunUrDQ0NAFgsFpqamigpKeH06dMsWrSIpKQkc9uTzWajtraWgoICvF4v8fHxNDc3m7/A9b2x8/Ly8Hg8pKWl8fbtWxwOB2fOnCElJQWAyspKDh06xPr16xkdHcXpdNLY2EhQUNA/fp5/9a15+56DBw8yMDCAy+XC5/Nhs9k4f/78N7dsiYiIiMjCYfh8Pt98JyHyq6Snp5OamkpxcfG08eDgYNra2qZdiRERERGR2bdgtmCJiIiIiMjvTwWI/HbGxsaIjIwkMjKS27dvT4nfuXPHjH/69GkeMhQRERH5/9IWLBERERERmTNaARERERERkTmjAkREREREROaMChAREREREZkzKkBERERERGTOqAAREREREZE5owJkDnz8+BHDMGhra/uhdhs3bsRisfi9DMPg1q1bvyjT2VdZWcmyZcumnHc4HCxfvhy73W6+urq65iFDEREREZlL+hneOTA5OUl7ezuJiYmEhIT8635OnTpFQ0MDjx49IjAwcBYznH2Dg4PU1NRQUVHB+Pg4Q0NDfnGr1Up3dzdr1qyZpwxFREREZD5oBeQnFBQUkJ+fj8vlIisri+PHj5OQkEBVVZV5TXx8PBEREaSkpEy5w19XV8f27dspLS0lLS2NuLg4Ll68OO1Yjx8/pry8nLq6OrP48Hg8ZGZmsm7dOpxOJwcOHGBkZMRs097eTkpKCvHx8SQmJnLu3DkzFhcXx5EjR0hISKC8vJzs7Gyio6Pp6OiYkqNhGLx8+XLG8/L+/Xu2bNnC69evqampmRL//PkzY2NjhIaGzrhPEREREfk9qAD5CYGBgbx584b79+/T1NTE2rVrqays5NKlS+Y1breb/v5+VqxYMaW9xWLh7t277Ny5k5s3b1JfX09xcfGUf+ceHh4mOzubiooK4uLizPN5eXnY7XbcbjednZ08f/6csrIyAD58+EB6ejpFRUW43W5aWlooKyujpaXFzD0sLIza2lqOHj3KiRMnyMnJ4dq1a35j22w2HA4HFotlxvOyZMkSXr16RXV1NeHh4VPiX1dDCgsLWblyJU6nk4qKihn3LyIiIiL/XSpAfoJhGCQnJ2OxWAgNDSUxMRG73Y7X651xH1FRUWzbtg3485mPiYkJ+vr6/K4pLCzE5XKRm5trnhsZGaGlpYXS0lIMw8BqtVJUVMSNGzcAuHfvHjabjb1795rjZGVlmfGvuTscDqxWK7GxsdPmnpGRQX9/PzExMT8+Qd/g8/nIzMwkNzeXvr4+rl69ysmTJ6mvr5+1MURERERkYZr5bW2Zls1mAyAgIMDcGjU5OTnj9kuXLjXfBwQEYBgGX758Mc/V1NTQ0dHBs2fP/Np5PB4AvxWG8PBwBgYGzPjfVx/Cw8Pp7Oz0y/2veRuG8UO5/1sRERE0NDSYx5s3byY/P5/GxkaysrJ++fgiIiIiMn/+AGC6bppG1Y6hAAAAAElFTkSuQmCC"}, "created": "2021-02-03T15:12:05-08:00", "created_utc": "2021-02-03T23:12:05+00:00", "updated": "2021-02-03T15:12:05-08:00", "updated_utc": "2021-02-03T23:12:05+00:00", "shot_hash": "cc9a5cbba9f61f58837d25d2b323bcbc", "slug": "serving-mbtiles"}, {"path": "deno_annotated-deno-deploy-demo.md", "topic": "deno", "title": "Annotated code for a demo of WebSocket chat in Deno Deploy", "url": "https://github.com/simonw/til/blob/main/deno/annotated-deno-deploy-demo.md", "body": "Deno Deploy is a hosted Deno service that promises [a multi-tenant JavaScript engine running in 25 data centers across the world](https://deno.com/blog/deploy-beta1/).\n\nToday [this demo](https://dash.deno.com/playground/mini-ws-chat) by [Ond\u0159ej \u017d\u00e1ra](https://twitter.com/0ndras/status/1457027832404713479) showed up [on Hacker News](https://news.ycombinator.com/item?id=29131751), which implements \"a multi-datacenter chat, client+server in 23 lines of TS\".\n\nHere's my annotated copy of the code, which I wrote while figuring out how it works.\n\n```typescript\n// listenAndServe is the Deno standard mechanism for creating an HTTP server\n// https://deno.land/manual/examples/http_server#using-the-codestdhttpcode-library\nimport { listenAndServe } from \"https://deno.land/std/http/server.ts\"\n\n// Set of all of the currently open WebSocket connections from browsers\nconst sockets = new Set<WebSocket>(),\n/*\nBroadcastChannel is a concept that is unique to the Deno Deploy environment.\n\nhttps://deno.com/deploy/docs/runtime-broadcast-channel/\n\nIt is modelled after the browser API of the same name.\n\nIt sets up a channel between ALL instances of the server-side script running\nin every one of the Deno Deploy global network of data centers.\n\nThe argument is the name of the channel, which apparently can be an empty string.\n*/\n    channel = new BroadcastChannel(\"\"),\n    headers = {\"Content-type\": \"text/html\"},\n/*\nThis is the bare-bones HTML for the browser side of the application\n\nIt creates a WebSocket connection back to the host, and sets it up so any\nmessage that arrives via that WebSocket will be appended to the textContent\nof the pre element on the page.\n\nThe input element has an onkeyup that checks for the Enter key and sends\nthe value of that element over the WebSocket channel to the server.\n*/\n    html = `<script>let ws = new WebSocket(\"wss://\"+location.host)\nws.onmessage = e => pre.textContent += e.data+\"\\\\n\"</script>\n<input onkeyup=\"event.key=='Enter'&&ws.send(this.value)\"><pre id=pre>`\n\n/*\nThis bit does the broadcast work: any time a message is received from the\nBroadcastChannel it is forwarded on to every single one of the currently\nattached WebSocket connections, using the data in that \"sockets\" set.\n\nAdditionally, this covers the case of messages coming from a client connected\nto THIS instance - these are also sent to the channel (see code below), but\nhere it spots that the message event's e.target is NOT the current instance\nand sends the message to that channel so it broadcast to the other data centers.\n*/\nchannel.onmessage = e => {\n    (e.target != channel) && channel.postMessage(e.data)\n    sockets.forEach(s => s.send(e.data))\n}\n\n/*\nI tried removing the await here and the demo still worked.\n\nBut https://deno.land/std@0.113.0/http/server.ts#L224 shows that this function\nis indeed an async that returns a Promise.\n*/\nawait listenAndServe(\":8080\", (r: Request) => {\n    try {\n        /*\n        Deno.upgradeWebSocket is a relatively new feature, added in Deno v1.12\n        in July 2021:\n        https://deno.com/blog/v1.12#server-side-websocket-support-in-native-http\n        \n        It gives you back a response that you should return to the client in order\n        to finish establishing the WebSocket connection, and a socket object which\n        you can then use for further WebSocket communication.\n        */\n        const { socket, response } = Deno.upgradeWebSocket(r)\n        // Add it to the set so we can send to all of them later\n        sockets.add(socket)\n        /*\n        This is a sneaky hack: when a message arrives from the WebSocket we pass it\n        directly to the BroadcastChannel - then use the e.target != channel check\n        above to broadcast it on to every other global instance.\n        */\n        socket.onmessage = channel.onmessage\n        // When browser disconnects, remove the socket from the set of sockets\n        socket.onclose = _ => sockets.delete(socket)\n        return response\n    } catch {\n    /*\n    I added code here to catch(e) and display e.toString() which showed me\n    that the exception caught here is:\n\n      exception: TypeError: Invalid Header: 'upgrade' header must be 'websocket'\n\n    This is an exception thrown by Deno.upgradeWebSocket(r) if the incoming\n    request does not include the \"upgrade: websocket\" HTTP header, which\n    is added by browsers when using new WebSocket(\"wss://...\")\n    \n    So here we return the HTML and headers for the application itself.\n    */\n    return new Response(html, {headers})\n  }\n})\n```\n\nRelevant links:\n\n- [Deno listenAndServe documentation](https://deno.land/manual/examples/http_server#using-the-codestdhttpcode-library)\n- [Deno Deploy BroadcastChannel documentation](https://deno.com/deploy/docs/runtime-broadcast-channel/)\n- [MDN documentation of the related BroadcastChannel browser API](https://developer.mozilla.org/en-US/docs/Web/API/Broadcast_Channel_API)", "html": "<p>Deno Deploy is a hosted Deno service that promises <a href=\"https://deno.com/blog/deploy-beta1/\" rel=\"nofollow\">a multi-tenant JavaScript engine running in 25 data centers across the world</a>.</p>\n<p>Today <a href=\"https://dash.deno.com/playground/mini-ws-chat\" rel=\"nofollow\">this demo</a> by <a href=\"https://twitter.com/0ndras/status/1457027832404713479\" rel=\"nofollow\">Ond\u0159ej \u017d\u00e1ra</a> showed up <a href=\"https://news.ycombinator.com/item?id=29131751\" rel=\"nofollow\">on Hacker News</a>, which implements \"a multi-datacenter chat, client+server in 23 lines of TS\".</p>\n<p>Here's my annotated copy of the code, which I wrote while figuring out how it works.</p>\n<div class=\"highlight highlight-source-ts\"><pre><span class=\"pl-c\">// listenAndServe is the Deno standard mechanism for creating an HTTP server</span>\n<span class=\"pl-c\">// https://deno.land/manual/examples/http_server#using-the-codestdhttpcode-library</span>\n<span class=\"pl-k\">import</span> <span class=\"pl-kos\">{</span> <span class=\"pl-s1\">listenAndServe</span> <span class=\"pl-kos\">}</span> <span class=\"pl-k\">from</span> <span class=\"pl-s\">\"https://deno.land/std/http/server.ts\"</span>\n\n<span class=\"pl-c\">// Set of all of the currently open WebSocket connections from browsers</span>\n<span class=\"pl-k\">const</span> <span class=\"pl-s1\">sockets</span> <span class=\"pl-c1\">=</span> <span class=\"pl-k\">new</span> <span class=\"pl-smi\">Set</span><span class=\"pl-kos\">&lt;</span><span class=\"pl-smi\">WebSocket</span><span class=\"pl-kos\">&gt;</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">,</span>\n<span class=\"pl-c\">/*</span>\n<span class=\"pl-c\">BroadcastChannel is a concept that is unique to the Deno Deploy environment.</span>\n<span class=\"pl-c\"></span>\n<span class=\"pl-c\">https://deno.com/deploy/docs/runtime-broadcast-channel/</span>\n<span class=\"pl-c\"></span>\n<span class=\"pl-c\">It is modelled after the browser API of the same name.</span>\n<span class=\"pl-c\"></span>\n<span class=\"pl-c\">It sets up a channel between ALL instances of the server-side script running</span>\n<span class=\"pl-c\">in every one of the Deno Deploy global network of data centers.</span>\n<span class=\"pl-c\"></span>\n<span class=\"pl-c\">The argument is the name of the channel, which apparently can be an empty string.</span>\n<span class=\"pl-c\">*/</span>\n    <span class=\"pl-s1\">channel</span> <span class=\"pl-c1\">=</span> <span class=\"pl-k\">new</span> <span class=\"pl-smi\">BroadcastChannel</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"\"</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">,</span>\n    <span class=\"pl-s1\">headers</span> <span class=\"pl-c1\">=</span> <span class=\"pl-kos\">{</span><span class=\"pl-s\">\"Content-type\"</span>: <span class=\"pl-s\">\"text/html\"</span><span class=\"pl-kos\">}</span><span class=\"pl-kos\">,</span>\n<span class=\"pl-c\">/*</span>\n<span class=\"pl-c\">This is the bare-bones HTML for the browser side of the application</span>\n<span class=\"pl-c\"></span>\n<span class=\"pl-c\">It creates a WebSocket connection back to the host, and sets it up so any</span>\n<span class=\"pl-c\">message that arrives via that WebSocket will be appended to the textContent</span>\n<span class=\"pl-c\">of the pre element on the page.</span>\n<span class=\"pl-c\"></span>\n<span class=\"pl-c\">The input element has an onkeyup that checks for the Enter key and sends</span>\n<span class=\"pl-c\">the value of that element over the WebSocket channel to the server.</span>\n<span class=\"pl-c\">*/</span>\n    <span class=\"pl-s1\">html</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s\">`&lt;script&gt;let ws = new WebSocket(\"wss://\"+location.host)</span>\n<span class=\"pl-s\">ws.onmessage = e =&gt; pre.textContent += e.data+\"\\\\n\"&lt;/script&gt;</span>\n<span class=\"pl-s\">&lt;input onkeyup=\"event.key=='Enter'&amp;&amp;ws.send(this.value)\"&gt;&lt;pre id=pre&gt;`</span>\n\n<span class=\"pl-c\">/*</span>\n<span class=\"pl-c\">This bit does the broadcast work: any time a message is received from the</span>\n<span class=\"pl-c\">BroadcastChannel it is forwarded on to every single one of the currently</span>\n<span class=\"pl-c\">attached WebSocket connections, using the data in that \"sockets\" set.</span>\n<span class=\"pl-c\"></span>\n<span class=\"pl-c\">Additionally, this covers the case of messages coming from a client connected</span>\n<span class=\"pl-c\">to THIS instance - these are also sent to the channel (see code below), but</span>\n<span class=\"pl-c\">here it spots that the message event's e.target is NOT the current instance</span>\n<span class=\"pl-c\">and sends the message to that channel so it broadcast to the other data centers.</span>\n<span class=\"pl-c\">*/</span>\n<span class=\"pl-s1\">channel</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">onmessage</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">e</span> <span class=\"pl-c1\">=&gt;</span> <span class=\"pl-kos\">{</span>\n    <span class=\"pl-kos\">(</span><span class=\"pl-s1\">e</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">target</span> <span class=\"pl-c1\">!=</span> <span class=\"pl-s1\">channel</span><span class=\"pl-kos\">)</span> <span class=\"pl-c1\">&amp;&amp;</span> <span class=\"pl-s1\">channel</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">postMessage</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">e</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">data</span><span class=\"pl-kos\">)</span>\n    <span class=\"pl-s1\">sockets</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">forEach</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">s</span> <span class=\"pl-c1\">=&gt;</span> <span class=\"pl-s1\">s</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">send</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">e</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">data</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">)</span>\n<span class=\"pl-kos\">}</span>\n\n<span class=\"pl-c\">/*</span>\n<span class=\"pl-c\">I tried removing the await here and the demo still worked.</span>\n<span class=\"pl-c\"></span>\n<span class=\"pl-c\">But https://deno.land/std@0.113.0/http/server.ts#L224 shows that this function</span>\n<span class=\"pl-c\">is indeed an async that returns a Promise.</span>\n<span class=\"pl-c\">*/</span>\n<span class=\"pl-k\">await</span> <span class=\"pl-en\">listenAndServe</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\":8080\"</span><span class=\"pl-kos\">,</span> <span class=\"pl-kos\">(</span><span class=\"pl-s1\">r</span>: <span class=\"pl-smi\">Request</span><span class=\"pl-kos\">)</span> <span class=\"pl-c1\">=&gt;</span> <span class=\"pl-kos\">{</span>\n    <span class=\"pl-k\">try</span> <span class=\"pl-kos\">{</span>\n        <span class=\"pl-c\">/*</span>\n<span class=\"pl-c\">        Deno.upgradeWebSocket is a relatively new feature, added in Deno v1.12</span>\n<span class=\"pl-c\">        in July 2021:</span>\n<span class=\"pl-c\">        https://deno.com/blog/v1.12#server-side-websocket-support-in-native-http</span>\n<span class=\"pl-c\">        </span>\n<span class=\"pl-c\">        It gives you back a response that you should return to the client in order</span>\n<span class=\"pl-c\">        to finish establishing the WebSocket connection, and a socket object which</span>\n<span class=\"pl-c\">        you can then use for further WebSocket communication.</span>\n<span class=\"pl-c\">        */</span>\n        <span class=\"pl-k\">const</span> <span class=\"pl-kos\">{</span> socket<span class=\"pl-kos\">,</span> response <span class=\"pl-kos\">}</span> <span class=\"pl-c1\">=</span> <span class=\"pl-smi\">Deno</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">upgradeWebSocket</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">r</span><span class=\"pl-kos\">)</span>\n        <span class=\"pl-c\">// Add it to the set so we can send to all of them later</span>\n        <span class=\"pl-s1\">sockets</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">add</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">socket</span><span class=\"pl-kos\">)</span>\n        <span class=\"pl-c\">/*</span>\n<span class=\"pl-c\">        This is a sneaky hack: when a message arrives from the WebSocket we pass it</span>\n<span class=\"pl-c\">        directly to the BroadcastChannel - then use the e.target != channel check</span>\n<span class=\"pl-c\">        above to broadcast it on to every other global instance.</span>\n<span class=\"pl-c\">        */</span>\n        <span class=\"pl-s1\">socket</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">onmessage</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">channel</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">onmessage</span>\n        <span class=\"pl-c\">// When browser disconnects, remove the socket from the set of sockets</span>\n        <span class=\"pl-s1\">socket</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">onclose</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">_</span> <span class=\"pl-c1\">=&gt;</span> <span class=\"pl-s1\">sockets</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">delete</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">socket</span><span class=\"pl-kos\">)</span>\n        <span class=\"pl-k\">return</span> <span class=\"pl-s1\">response</span>\n    <span class=\"pl-kos\">}</span> <span class=\"pl-k\">catch</span> <span class=\"pl-kos\">{</span>\n    <span class=\"pl-c\">/*</span>\n<span class=\"pl-c\">    I added code here to catch(e) and display e.toString() which showed me</span>\n<span class=\"pl-c\">    that the exception caught here is:</span>\n<span class=\"pl-c\"></span>\n<span class=\"pl-c\">      exception: TypeError: Invalid Header: 'upgrade' header must be 'websocket'</span>\n<span class=\"pl-c\"></span>\n<span class=\"pl-c\">    This is an exception thrown by Deno.upgradeWebSocket(r) if the incoming</span>\n<span class=\"pl-c\">    request does not include the \"upgrade: websocket\" HTTP header, which</span>\n<span class=\"pl-c\">    is added by browsers when using new WebSocket(\"wss://...\")</span>\n<span class=\"pl-c\">    </span>\n<span class=\"pl-c\">    So here we return the HTML and headers for the application itself.</span>\n<span class=\"pl-c\">    */</span>\n    <span class=\"pl-k\">return</span> <span class=\"pl-k\">new</span> <span class=\"pl-smi\">Response</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">html</span><span class=\"pl-kos\">,</span> <span class=\"pl-kos\">{</span>headers<span class=\"pl-kos\">}</span><span class=\"pl-kos\">)</span>\n  <span class=\"pl-kos\">}</span>\n<span class=\"pl-kos\">}</span><span class=\"pl-kos\">)</span></pre></div>\n<p>Relevant links:</p>\n<ul>\n<li><a href=\"https://deno.land/manual/examples/http_server#using-the-codestdhttpcode-library\" rel=\"nofollow\">Deno listenAndServe documentation</a></li>\n<li><a href=\"https://deno.com/deploy/docs/runtime-broadcast-channel/\" rel=\"nofollow\">Deno Deploy BroadcastChannel documentation</a></li>\n<li><a href=\"https://developer.mozilla.org/en-US/docs/Web/API/Broadcast_Channel_API\" rel=\"nofollow\">MDN documentation of the related BroadcastChannel browser API</a></li>\n</ul>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-11-06T18:34:17-07:00", "created_utc": "2021-11-07T01:34:17+00:00", "updated": "2021-11-07T09:01:47-08:00", "updated_utc": "2021-11-07T17:01:47+00:00", "shot_hash": "cd72f542e30595301089ca728b6be770", "slug": "annotated-deno-deploy-demo"}, {"path": "digitalocean_datasette-on-digitalocean-app-platform.md", "topic": "digitalocean", "title": "Running Datasette on DigitalOcean App Platform", "url": "https://github.com/simonw/til/blob/main/digitalocean/datasette-on-digitalocean-app-platform.md", "body": "[App Platform](https://www.digitalocean.com/docs/app-platform/) is the new PaaS from DigitalOcean. I figured out how to run Datasette on it.\n\nThe bare minimum needed is a GitHub repository with two files: `requirements.txt` and `Procfile`.\n\n`requirements.txt` can contain a single line:\n```\ndatasette\n```\n`Procfile` needs this:\n```\nweb: datasette . -h 0.0.0.0 -p $PORT --cors\n```\n\nYour web process needs to listen on `0.0.0.0` and on the port in the `$PORT` environment variable.\n\nConnect this GitHub repository up to DigitalOcean App Platform and it will deploy the application - detecting that it's a Python application (due to the `requirements.txt` file), installing those requirements and then starting up the process in the `Procfile`.\n\nAny SQLite `.db` files that you add to the root of the GitHub repository will be automatically served by Datasette when it starts up.\n\nBecause Datasette is run using `datasette .` it will also automatically pick up a `metadata.json` file or anything in custom `templates/` or `plugins/` folders, as described in [Configuration directory mode](https://docs.datasette.io/en/stable/config.html#configuration-directory-mode) in the documentation.\n\n## Building database files\n\nI don't particularly like putting binary SQLite files in a GitHub repository - I prefer to store CSV files or SQL text files and build them into a database file as part of the deployment process.\n\nThe best way I've found to do this in a DigitalOcean App is to create a `build.sh` script that builds the database, then execute it using a `Build Command`.\n\nOne way to do this is to visit the \"Components\" tab end click \"Edit\" in the Commands section, then set the \"Build Command\" to `. build.sh`. Now any code you add to a `build.sh` script in your repo will be executed as part of the deployment.\n\nA better way (thanks, [Kamal Nasser](https://www.digitalocean.com/community/questions/configure-a-build-command-for-a-python-project-without-using-the-web-ui?comment=92105)) is to use a `bin/pre_compile` or `bin/post_compile` script in your repository.\n\nI started with a `build.sh` script that looked like this:\n\n```\nwget https://latest.datasette.io/fixtures.db\n```\nAnd this resulted in the `fixtures.db` folder being served at `/fixtures` under my app's subdomain.", "html": "<p><a href=\"https://www.digitalocean.com/docs/app-platform/\" rel=\"nofollow\">App Platform</a> is the new PaaS from DigitalOcean. I figured out how to run Datasette on it.</p>\n<p>The bare minimum needed is a GitHub repository with two files: <code>requirements.txt</code> and <code>Procfile</code>.</p>\n<p><code>requirements.txt</code> can contain a single line:</p>\n<pre><code>datasette\n</code></pre>\n<p><code>Procfile</code> needs this:</p>\n<pre><code>web: datasette . -h 0.0.0.0 -p $PORT --cors\n</code></pre>\n<p>Your web process needs to listen on <code>0.0.0.0</code> and on the port in the <code>$PORT</code> environment variable.</p>\n<p>Connect this GitHub repository up to DigitalOcean App Platform and it will deploy the application - detecting that it's a Python application (due to the <code>requirements.txt</code> file), installing those requirements and then starting up the process in the <code>Procfile</code>.</p>\n<p>Any SQLite <code>.db</code> files that you add to the root of the GitHub repository will be automatically served by Datasette when it starts up.</p>\n<p>Because Datasette is run using <code>datasette .</code> it will also automatically pick up a <code>metadata.json</code> file or anything in custom <code>templates/</code> or <code>plugins/</code> folders, as described in <a href=\"https://docs.datasette.io/en/stable/config.html#configuration-directory-mode\" rel=\"nofollow\">Configuration directory mode</a> in the documentation.</p>\n<h2>\n<a id=\"user-content-building-database-files\" class=\"anchor\" href=\"#building-database-files\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Building database files</h2>\n<p>I don't particularly like putting binary SQLite files in a GitHub repository - I prefer to store CSV files or SQL text files and build them into a database file as part of the deployment process.</p>\n<p>The best way I've found to do this in a DigitalOcean App is to create a <code>build.sh</code> script that builds the database, then execute it using a <code>Build Command</code>.</p>\n<p>One way to do this is to visit the \"Components\" tab end click \"Edit\" in the Commands section, then set the \"Build Command\" to <code>. build.sh</code>. Now any code you add to a <code>build.sh</code> script in your repo will be executed as part of the deployment.</p>\n<p>A better way (thanks, <a href=\"https://www.digitalocean.com/community/questions/configure-a-build-command-for-a-python-project-without-using-the-web-ui?comment=92105\" rel=\"nofollow\">Kamal Nasser</a>) is to use a <code>bin/pre_compile</code> or <code>bin/post_compile</code> script in your repository.</p>\n<p>I started with a <code>build.sh</code> script that looked like this:</p>\n<pre><code>wget https://latest.datasette.io/fixtures.db\n</code></pre>\n<p>And this resulted in the <code>fixtures.db</code> folder being served at <code>/fixtures</code> under my app's subdomain.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-10-06T19:45:25-07:00", "created_utc": "2020-10-07T02:45:25+00:00", "updated": "2020-10-07T07:29:46-07:00", "updated_utc": "2020-10-07T14:29:46+00:00", "shot_hash": "412787a6bcb503088eddbc6cfbd2114f", "slug": "datasette-on-digitalocean-app-platform"}, {"path": "django_almost-facet-counts-django-admin.md", "topic": "django", "title": "How to almost get facet counts in the Django admin", "url": "https://github.com/simonw/til/blob/main/django/almost-facet-counts-django-admin.md", "body": "For a tantalizing moment today I thought I'd found a recipe for adding facet counts to the Django admin.\n\nI love faceted browsing. I've implemented it at least a dozen times in my career, using everything from Solr and Elasticsearch to PostgreSQL (see [Implementing faceted search with Django and PostgreSQL](https://simonwillison.net/2017/Oct/5/django-postgresql-faceted-search/)) or SQLite (see [Datasette Facets](https://simonwillison.net/2018/May/20/datasette-facets/)).\n\nThe Django admin almost has facets out of the box, thanks to the `list_filter` interface. But they're missing the all-imprtant count values! Those are the thing that makes faceted search so valuable to me. Today I decided to try and add them.\n\n## Almost facet counts\n\nHere's my first attempt. This assumes a model has a `State` foreign key, and adds faceting by state:\n\n```python\nclass StateCountFilter(admin.SimpleListFilter):\n    title = 'State count'\n    parameter_name = 'state_count'\n\n    def lookups(self, request, model_admin):\n        qs = model_admin.get_queryset(request)\n        states_and_counts = qs.values_list(\n            \"state__abbreviation\", \"state__name\"\n        ).annotate(n = Count('state__abbreviation'))\n        for abbreviation, name, count in states_and_counts:\n            yield abbreviation, '{}: {:,}'.format(name, count)\n\n    def queryset(self, request, queryset):\n        state = self.value()\n        if state:\n            return queryset.filter(\n                state__abbreviation=state\n            )\n\n# Then add this to the ModelAdmin:\n\n@admin.register(Location)\nclass LocationAdmin(admin.ModelAdmin):\n    list_filter = (\n        StateCountFilter,\n    )\n```\nI tried this out, and for a glorious moment I thought I had solved it! I added it to another column too, and started trying it out.\n\n<img width=\"1217\" alt=\"110856792-eda4a000-826c-11eb-8f99-2676c1030423\" src=\"https://user-images.githubusercontent.com/9599/110865748-f4391480-8278-11eb-90b4-a12b42f3c5de.png\">\n\nThen I attempted to apply one of the filters:\n\n<img width=\"1190\" alt=\"broken\" src=\"https://user-images.githubusercontent.com/9599/110865785-074be480-8279-11eb-8d8f-b87cb3ba025a.png\">\n\nThis is broken. The whole point of facet counts is that they show you counts for your existing selection - so you can filter down to the state of Oregon and see how many locations of type Pharmacy you have in that state.\n\nBut that wasn't happening here, because I was calculating the counts using `model_admin.get_queryset(request)` - which returns the unfiltered root queryset.\n\n## Trying to get filtered counts\n\nThe challenge here is to get access to the currently filtered selection from within that `lookups()` method.\n\nHere's the closest I got:\n\n```python\n    def lookups(self, request, model_admin):\n        changelist = model_admin.get_changelist_instance(request)\n        qs = changelist.get_queryset(request)\n        states_and_counts = qs.values_list(\n            \"state__abbreviation\", \"state__name\"\n        ).annotate(n = Count('state__abbreviation'))\n```\nI tried this out... and hit a `RecursionError`! It turns out that `.get_changelist_instance()` method itself calls the `.lookups()` method, presumably because it needs those lookups in order to construct the current filtered selection (or to validate the request arguments perhaps).\n\nI added `traceback.print_stack(limit=10)` to my `lookups()` method to confirm that I was right about this - here's the traceback:\n\n```\n  File \"../site-packages/django/contrib/admin/sites.py\", line 233, in inner\n    return view(request, *args, **kwargs)\n  File \"../site-packages/django/utils/decorators.py\", line 43, in _wrapper\n    return bound_method(*args, **kwargs)\n  File \"../site-packages/django/utils/decorators.py\", line 130, in _wrapped_view\n    response = view_func(request, *args, **kwargs)\n  File \"../site-packages/django/contrib/admin/options.py\", line 1693, in changelist_view\n    cl = self.get_changelist_instance(request)\n  File \"../site-packages/django/contrib/admin/options.py\", line 735, in get_changelist_instance\n    return ChangeList(\n  File \"../site-packages/django/contrib/admin/views/main.py\", line 99, in __init__\n    self.queryset = self.get_queryset(request)\n  File \"../site-packages/django/contrib/admin/views/main.py\", line 450, in get_queryset\n    ) = self.get_filters(request)\n  File \"../site-packages/django/contrib/admin/views/main.py\", line 137, in get_filters\n    spec = list_filter(request, lookup_params, self.model, self.model_admin)\n  File \"../site-packages/django/contrib/admin/filters.py\", line 79, in __init__\n    self.lookup_choices = list(lookup_choices)\n  File \"core/admin.py\", line 104, in lookups\n    traceback.print_stack(limit=10)\n```\nI tried searching around to see if anyone else had solved this problem, but the best I could find was [this StackOverflow comment](https://stackoverflow.com/questions/28257979/how-to-access-the-filtered-queryset-in-django-admin-simplelistfilter#comment113524600_28258062) which hit the same recursion blocker that I found.\n\nSo as far as I can tell it isn't currently possible to implement facet counts correctly in a Django `SimpleListFilter.lookups()` method.\n\n## Possible alternative: do it in JavaScript\n\nI _really_ want facet counts. One workaround I'm considering is to do it in JavaScript: load the standard admin page, then have some custom JavaScript that hits a custom API endpoint with the current set of querystring parameters, fetches back filter and facet counts and injects them into the correct place on the page.\n\nI really wish Django could handle this for me natively though!", "html": "<p>For a tantalizing moment today I thought I'd found a recipe for adding facet counts to the Django admin.</p>\n<p>I love faceted browsing. I've implemented it at least a dozen times in my career, using everything from Solr and Elasticsearch to PostgreSQL (see <a href=\"https://simonwillison.net/2017/Oct/5/django-postgresql-faceted-search/\" rel=\"nofollow\">Implementing faceted search with Django and PostgreSQL</a>) or SQLite (see <a href=\"https://simonwillison.net/2018/May/20/datasette-facets/\" rel=\"nofollow\">Datasette Facets</a>).</p>\n<p>The Django admin almost has facets out of the box, thanks to the <code>list_filter</code> interface. But they're missing the all-imprtant count values! Those are the thing that makes faceted search so valuable to me. Today I decided to try and add them.</p>\n<h2>\n<a id=\"user-content-almost-facet-counts\" class=\"anchor\" href=\"#almost-facet-counts\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Almost facet counts</h2>\n<p>Here's my first attempt. This assumes a model has a <code>State</code> foreign key, and adds faceting by state:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">class</span> <span class=\"pl-v\">StateCountFilter</span>(<span class=\"pl-s1\">admin</span>.<span class=\"pl-v\">SimpleListFilter</span>):\n    <span class=\"pl-s1\">title</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s\">'State count'</span>\n    <span class=\"pl-s1\">parameter_name</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s\">'state_count'</span>\n\n    <span class=\"pl-k\">def</span> <span class=\"pl-en\">lookups</span>(<span class=\"pl-s1\">self</span>, <span class=\"pl-s1\">request</span>, <span class=\"pl-s1\">model_admin</span>):\n        <span class=\"pl-s1\">qs</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">model_admin</span>.<span class=\"pl-en\">get_queryset</span>(<span class=\"pl-s1\">request</span>)\n        <span class=\"pl-s1\">states_and_counts</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">qs</span>.<span class=\"pl-en\">values_list</span>(\n            <span class=\"pl-s\">\"state__abbreviation\"</span>, <span class=\"pl-s\">\"state__name\"</span>\n        ).<span class=\"pl-en\">annotate</span>(<span class=\"pl-s1\">n</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">Count</span>(<span class=\"pl-s\">'state__abbreviation'</span>))\n        <span class=\"pl-k\">for</span> <span class=\"pl-s1\">abbreviation</span>, <span class=\"pl-s1\">name</span>, <span class=\"pl-s1\">count</span> <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">states_and_counts</span>:\n            <span class=\"pl-k\">yield</span> <span class=\"pl-s1\">abbreviation</span>, <span class=\"pl-s\">'{}: {:,}'</span>.<span class=\"pl-en\">format</span>(<span class=\"pl-s1\">name</span>, <span class=\"pl-s1\">count</span>)\n\n    <span class=\"pl-k\">def</span> <span class=\"pl-en\">queryset</span>(<span class=\"pl-s1\">self</span>, <span class=\"pl-s1\">request</span>, <span class=\"pl-s1\">queryset</span>):\n        <span class=\"pl-s1\">state</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">self</span>.<span class=\"pl-en\">value</span>()\n        <span class=\"pl-k\">if</span> <span class=\"pl-s1\">state</span>:\n            <span class=\"pl-k\">return</span> <span class=\"pl-s1\">queryset</span>.<span class=\"pl-en\">filter</span>(\n                <span class=\"pl-s1\">state__abbreviation</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">state</span>\n            )\n\n<span class=\"pl-c\"># Then add this to the ModelAdmin:</span>\n\n<span class=\"pl-en\">@<span class=\"pl-s1\">admin</span>.<span class=\"pl-en\">register</span>(<span class=\"pl-v\">Location</span>)</span>\n<span class=\"pl-k\">class</span> <span class=\"pl-v\">LocationAdmin</span>(<span class=\"pl-s1\">admin</span>.<span class=\"pl-v\">ModelAdmin</span>):\n    <span class=\"pl-s1\">list_filter</span> <span class=\"pl-c1\">=</span> (\n        <span class=\"pl-v\">StateCountFilter</span>,\n    )</pre></div>\n<p>I tried this out, and for a glorious moment I thought I had solved it! I added it to another column too, and started trying it out.</p>\n<p><a href=\"https://user-images.githubusercontent.com/9599/110865748-f4391480-8278-11eb-90b4-a12b42f3c5de.png\" target=\"_blank\" rel=\"nofollow\"><img width=\"1217\" alt=\"110856792-eda4a000-826c-11eb-8f99-2676c1030423\" src=\"https://user-images.githubusercontent.com/9599/110865748-f4391480-8278-11eb-90b4-a12b42f3c5de.png\" style=\"max-width:100%;\"></a></p>\n<p>Then I attempted to apply one of the filters:</p>\n<p><a href=\"https://user-images.githubusercontent.com/9599/110865785-074be480-8279-11eb-8d8f-b87cb3ba025a.png\" target=\"_blank\" rel=\"nofollow\"><img width=\"1190\" alt=\"broken\" src=\"https://user-images.githubusercontent.com/9599/110865785-074be480-8279-11eb-8d8f-b87cb3ba025a.png\" style=\"max-width:100%;\"></a></p>\n<p>This is broken. The whole point of facet counts is that they show you counts for your existing selection - so you can filter down to the state of Oregon and see how many locations of type Pharmacy you have in that state.</p>\n<p>But that wasn't happening here, because I was calculating the counts using <code>model_admin.get_queryset(request)</code> - which returns the unfiltered root queryset.</p>\n<h2>\n<a id=\"user-content-trying-to-get-filtered-counts\" class=\"anchor\" href=\"#trying-to-get-filtered-counts\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Trying to get filtered counts</h2>\n<p>The challenge here is to get access to the currently filtered selection from within that <code>lookups()</code> method.</p>\n<p>Here's the closest I got:</p>\n<div class=\"highlight highlight-source-python\"><pre>    <span class=\"pl-k\">def</span> <span class=\"pl-en\">lookups</span>(<span class=\"pl-s1\">self</span>, <span class=\"pl-s1\">request</span>, <span class=\"pl-s1\">model_admin</span>):\n        <span class=\"pl-s1\">changelist</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">model_admin</span>.<span class=\"pl-en\">get_changelist_instance</span>(<span class=\"pl-s1\">request</span>)\n        <span class=\"pl-s1\">qs</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">changelist</span>.<span class=\"pl-en\">get_queryset</span>(<span class=\"pl-s1\">request</span>)\n        <span class=\"pl-s1\">states_and_counts</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">qs</span>.<span class=\"pl-en\">values_list</span>(\n            <span class=\"pl-s\">\"state__abbreviation\"</span>, <span class=\"pl-s\">\"state__name\"</span>\n        ).<span class=\"pl-en\">annotate</span>(<span class=\"pl-s1\">n</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">Count</span>(<span class=\"pl-s\">'state__abbreviation'</span>))</pre></div>\n<p>I tried this out... and hit a <code>RecursionError</code>! It turns out that <code>.get_changelist_instance()</code> method itself calls the <code>.lookups()</code> method, presumably because it needs those lookups in order to construct the current filtered selection (or to validate the request arguments perhaps).</p>\n<p>I added <code>traceback.print_stack(limit=10)</code> to my <code>lookups()</code> method to confirm that I was right about this - here's the traceback:</p>\n<pre><code>  File \"../site-packages/django/contrib/admin/sites.py\", line 233, in inner\n    return view(request, *args, **kwargs)\n  File \"../site-packages/django/utils/decorators.py\", line 43, in _wrapper\n    return bound_method(*args, **kwargs)\n  File \"../site-packages/django/utils/decorators.py\", line 130, in _wrapped_view\n    response = view_func(request, *args, **kwargs)\n  File \"../site-packages/django/contrib/admin/options.py\", line 1693, in changelist_view\n    cl = self.get_changelist_instance(request)\n  File \"../site-packages/django/contrib/admin/options.py\", line 735, in get_changelist_instance\n    return ChangeList(\n  File \"../site-packages/django/contrib/admin/views/main.py\", line 99, in __init__\n    self.queryset = self.get_queryset(request)\n  File \"../site-packages/django/contrib/admin/views/main.py\", line 450, in get_queryset\n    ) = self.get_filters(request)\n  File \"../site-packages/django/contrib/admin/views/main.py\", line 137, in get_filters\n    spec = list_filter(request, lookup_params, self.model, self.model_admin)\n  File \"../site-packages/django/contrib/admin/filters.py\", line 79, in __init__\n    self.lookup_choices = list(lookup_choices)\n  File \"core/admin.py\", line 104, in lookups\n    traceback.print_stack(limit=10)\n</code></pre>\n<p>I tried searching around to see if anyone else had solved this problem, but the best I could find was <a href=\"https://stackoverflow.com/questions/28257979/how-to-access-the-filtered-queryset-in-django-admin-simplelistfilter#comment113524600_28258062\" rel=\"nofollow\">this StackOverflow comment</a> which hit the same recursion blocker that I found.</p>\n<p>So as far as I can tell it isn't currently possible to implement facet counts correctly in a Django <code>SimpleListFilter.lookups()</code> method.</p>\n<h2>\n<a id=\"user-content-possible-alternative-do-it-in-javascript\" class=\"anchor\" href=\"#possible-alternative-do-it-in-javascript\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Possible alternative: do it in JavaScript</h2>\n<p>I <em>really</em> want facet counts. One workaround I'm considering is to do it in JavaScript: load the standard admin page, then have some custom JavaScript that hits a custom API endpoint with the current set of querystring parameters, fetches back filter and facet counts and injects them into the correct place on the page.</p>\n<p>I really wish Django could handle this for me natively though!</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-03-11T14:50:25-08:00", "created_utc": "2021-03-11T22:50:25+00:00", "updated": "2021-03-11T14:50:25-08:00", "updated_utc": "2021-03-11T22:50:25+00:00", "shot_hash": "2dfba328de3d3ebec6519713a6c970a7", "slug": "almost-facet-counts-django-admin"}, {"path": "django_django-admin-horizontal-scroll.md", "topic": "django", "title": "Usable horizontal scrollbars in the Django admin for mouse users", "url": "https://github.com/simonw/til/blob/main/django/django-admin-horizontal-scroll.md", "body": "I got a complaint from a Windows-with-mouse user of a Django admin project I'm working on: they couldn't see the right hand columns in a table without scrolling horizontally, but since the horizontal scrollbar was only available at the bottom of the page they had to scroll all the way to the bottom first in order to scroll sideways.\n\nAs a trackpad user I'm not affected by this, since I can two-finger scroll sideways anywhere on the table.\n\n(I've had the same exact complaint about Datasette in the past, so I'm very interested in solutions).\n\nMatthew Somerville [on Twitter](https://twitter.com/dracos/status/1384391599476641793) suggested setting the maxmimum height of the table to the height of the window, which would cause the horizontal scrollbar to always be available.\n\nHere's the recipe I came up with for doing that for tables in the Django admin:\n\n```html\n<script>\nfunction resizeTable() {\n  /* So Windows mouse users can see the horizontal scrollbar\n     https://github.com/CAVaccineInventory/vial/issues/363 */\n  if (window.matchMedia('screen and (min-width: 800px)').matches) {\n    let container = document.querySelector(\"#changelist-form .results\");\n    let paginator = document.querySelector(\"p.paginator\");\n    if (!container || !paginator) {\n        return;\n    }\n    let height =\n        window.innerHeight -\n        container.getBoundingClientRect().top -\n        paginator.getBoundingClientRect().height -\n        10;\n    container.style.overflowY = \"auto\";\n    container.style.height = height + \"px\";\n  }\n}\nwindow.addEventListener(\"load\", resizeTable);\n</script>\n```\nI added the `window.matchMedia()` check when I realized that this approach wasn't useful at mobile screen sizes.\n\nHere `#changelist-form .results` is a `<div>` that wraps the main table on the page, and `p.paginator` is the pagination links shown directly below the table. I decided to set the vertically scrollable height to `window height - top-of-table - paginator height - 10px`.\n\nI added this code to my project's custom `admin/base_site.html` template, which now looks something like this:\n\n```html+django\n{% extends \"admin/base_site.html\" %}\n\n{% block footer %}\n<div id=\"footer\"></div>\n<script>\n/* Script goes here */\n</script>\n{% endblock %}\n```\nThe end result looks like this:\n\n<img width=\"1355\" alt=\"Select_county_to_change___VIAL_admin\" src=\"https://user-images.githubusercontent.com/9599/115450508-d4c6cd00-a1d0-11eb-8efd-5561a630337c.png\">", "html": "<p>I got a complaint from a Windows-with-mouse user of a Django admin project I'm working on: they couldn't see the right hand columns in a table without scrolling horizontally, but since the horizontal scrollbar was only available at the bottom of the page they had to scroll all the way to the bottom first in order to scroll sideways.</p>\n<p>As a trackpad user I'm not affected by this, since I can two-finger scroll sideways anywhere on the table.</p>\n<p>(I've had the same exact complaint about Datasette in the past, so I'm very interested in solutions).</p>\n<p>Matthew Somerville <a href=\"https://twitter.com/dracos/status/1384391599476641793\" rel=\"nofollow\">on Twitter</a> suggested setting the maxmimum height of the table to the height of the window, which would cause the horizontal scrollbar to always be available.</p>\n<p>Here's the recipe I came up with for doing that for tables in the Django admin:</p>\n<div class=\"highlight highlight-text-html-basic\"><pre><span class=\"pl-kos\">&lt;</span><span class=\"pl-ent\">script</span><span class=\"pl-kos\">&gt;</span>\n<span class=\"pl-k\">function</span> <span class=\"pl-en\">resizeTable</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span> <span class=\"pl-kos\">{</span>\n  <span class=\"pl-c\">/* So Windows mouse users can see the horizontal scrollbar</span>\n<span class=\"pl-c\">     https://github.com/CAVaccineInventory/vial/issues/363 */</span>\n  <span class=\"pl-k\">if</span> <span class=\"pl-kos\">(</span><span class=\"pl-smi\">window</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">matchMedia</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">'screen and (min-width: 800px)'</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">matches</span><span class=\"pl-kos\">)</span> <span class=\"pl-kos\">{</span>\n    <span class=\"pl-k\">let</span> <span class=\"pl-s1\">container</span> <span class=\"pl-c1\">=</span> <span class=\"pl-smi\">document</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">querySelector</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"#changelist-form .results\"</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n    <span class=\"pl-k\">let</span> <span class=\"pl-s1\">paginator</span> <span class=\"pl-c1\">=</span> <span class=\"pl-smi\">document</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">querySelector</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"p.paginator\"</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n    <span class=\"pl-k\">if</span> <span class=\"pl-kos\">(</span><span class=\"pl-c1\">!</span><span class=\"pl-s1\">container</span> <span class=\"pl-c1\">||</span> <span class=\"pl-c1\">!</span><span class=\"pl-s1\">paginator</span><span class=\"pl-kos\">)</span> <span class=\"pl-kos\">{</span>\n        <span class=\"pl-k\">return</span><span class=\"pl-kos\">;</span>\n    <span class=\"pl-kos\">}</span>\n    <span class=\"pl-k\">let</span> <span class=\"pl-s1\">height</span> <span class=\"pl-c1\">=</span>\n        <span class=\"pl-smi\">window</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">innerHeight</span> <span class=\"pl-c1\">-</span>\n        <span class=\"pl-s1\">container</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">getBoundingClientRect</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">top</span> <span class=\"pl-c1\">-</span>\n        <span class=\"pl-s1\">paginator</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">getBoundingClientRect</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">height</span> <span class=\"pl-c1\">-</span>\n        <span class=\"pl-c1\">10</span><span class=\"pl-kos\">;</span>\n    <span class=\"pl-s1\">container</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">style</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">overflowY</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s\">\"auto\"</span><span class=\"pl-kos\">;</span>\n    <span class=\"pl-s1\">container</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">style</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">height</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">height</span> <span class=\"pl-c1\">+</span> <span class=\"pl-s\">\"px\"</span><span class=\"pl-kos\">;</span>\n  <span class=\"pl-kos\">}</span>\n<span class=\"pl-kos\">}</span>\n<span class=\"pl-smi\">window</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">addEventListener</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"load\"</span><span class=\"pl-kos\">,</span> <span class=\"pl-s1\">resizeTable</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n<span class=\"pl-kos\">&lt;/</span><span class=\"pl-ent\">script</span><span class=\"pl-kos\">&gt;</span></pre></div>\n<p>I added the <code>window.matchMedia()</code> check when I realized that this approach wasn't useful at mobile screen sizes.</p>\n<p>Here <code>#changelist-form .results</code> is a <code>&lt;div&gt;</code> that wraps the main table on the page, and <code>p.paginator</code> is the pagination links shown directly below the table. I decided to set the vertically scrollable height to <code>window height - top-of-table - paginator height - 10px</code>.</p>\n<p>I added this code to my project's custom <code>admin/base_site.html</code> template, which now looks something like this:</p>\n<div class=\"highlight highlight-text-html-django\"><pre><span class=\"pl-e\">{%</span> <span class=\"pl-k\">extends</span> <span class=\"pl-s\">\"admin/base_site.html\"</span> <span class=\"pl-e\">%}</span>\n\n<span class=\"pl-e\">{%</span> <span class=\"pl-k\">block</span> <span class=\"pl-s\">footer</span> <span class=\"pl-e\">%}</span>\n&lt;<span class=\"pl-ent\">div</span> <span class=\"pl-e\">id</span>=<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>footer<span class=\"pl-pds\">\"</span></span>&gt;&lt;/<span class=\"pl-ent\">div</span>&gt;\n&lt;<span class=\"pl-ent\">script</span>&gt;<span class=\"pl-s1\"></span>\n<span class=\"pl-s1\"><span class=\"pl-c\"><span class=\"pl-c\">/*</span> Script goes here <span class=\"pl-c\">*/</span></span></span>\n<span class=\"pl-s1\"></span>&lt;/<span class=\"pl-ent\">script</span>&gt;\n<span class=\"pl-e\">{%</span> <span class=\"pl-k\">endblock</span> <span class=\"pl-e\">%}</span></pre></div>\n<p>The end result looks like this:</p>\n<p><a href=\"https://user-images.githubusercontent.com/9599/115450508-d4c6cd00-a1d0-11eb-8efd-5561a630337c.png\" target=\"_blank\" rel=\"nofollow\"><img width=\"1355\" alt=\"Select_county_to_change___VIAL_admin\" src=\"https://user-images.githubusercontent.com/9599/115450508-d4c6cd00-a1d0-11eb-8efd-5561a630337c.png\" style=\"max-width:100%;\"></a></p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-04-20T12:06:55-07:00", "created_utc": "2021-04-20T19:06:55+00:00", "updated": "2021-04-21T09:48:50-07:00", "updated_utc": "2021-04-21T16:48:50+00:00", "shot_hash": "a0304657cacaf66cbb241ccaf0671d50", "slug": "django-admin-horizontal-scroll"}, {"path": "django_efficient-bulk-deletions-in-django.md", "topic": "django", "title": "Efficient bulk deletions in Django", "url": "https://github.com/simonw/til/blob/main/django/efficient-bulk-deletions-in-django.md", "body": "I needed to bulk-delete a large number of objects today. Django deletions are relatively inefficient by default, because Django implements its own version of cascading deletions and fires signals for each deleted object.\n\nI knew that I wanted to avoid both of these and run a bulk `DELETE` SQL operation.\n\nDjango has an undocumented `queryset._raw_delete(db_connection)` method that can do this:\n\n```python\nreports_qs = Report.objects.filter(public_id__in=report_ids)\nreports_qs._raw_delete(reports_qs.db)\n```\nBut this failed for me, because my `Report` object has a many-to-many relationship with another table - and those records were not deleted.\n\nI could have hand-crafted a PostgreSQL cascading delete here, but I instead decided to manually delete those many-to-many records first. Here's what that looked like:\n\n```python\nreport_availability_tag_qs = (\n    Report.availability_tags.through.objects.filter(\n        report__public_id__in=report_ids\n    )\n)\nreport_availability_tag_qs._raw_delete(report_availability_tag_qs.db)\n```\nThis didn't quite work either, because I have another model `Location` with foreign key references to those reports. So I added this:\n```python\nLocation.objects.filter(latest_report__public_id__in=report_ids).update(\n    latest_report=None\n)\n```\nThat combination worked! The Django debug toolbar confirmed that this executed one `UPDATE` followed by two efficient bulk `DELETE` operations.", "html": "<p>I needed to bulk-delete a large number of objects today. Django deletions are relatively inefficient by default, because Django implements its own version of cascading deletions and fires signals for each deleted object.</p>\n<p>I knew that I wanted to avoid both of these and run a bulk <code>DELETE</code> SQL operation.</p>\n<p>Django has an undocumented <code>queryset._raw_delete(db_connection)</code> method that can do this:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-s1\">reports_qs</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">Report</span>.<span class=\"pl-s1\">objects</span>.<span class=\"pl-en\">filter</span>(<span class=\"pl-s1\">public_id__in</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">report_ids</span>)\n<span class=\"pl-s1\">reports_qs</span>.<span class=\"pl-en\">_raw_delete</span>(<span class=\"pl-s1\">reports_qs</span>.<span class=\"pl-s1\">db</span>)</pre></div>\n<p>But this failed for me, because my <code>Report</code> object has a many-to-many relationship with another table - and those records were not deleted.</p>\n<p>I could have hand-crafted a PostgreSQL cascading delete here, but I instead decided to manually delete those many-to-many records first. Here's what that looked like:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-s1\">report_availability_tag_qs</span> <span class=\"pl-c1\">=</span> (\n    <span class=\"pl-v\">Report</span>.<span class=\"pl-s1\">availability_tags</span>.<span class=\"pl-s1\">through</span>.<span class=\"pl-s1\">objects</span>.<span class=\"pl-en\">filter</span>(\n        <span class=\"pl-s1\">report__public_id__in</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">report_ids</span>\n    )\n)\n<span class=\"pl-s1\">report_availability_tag_qs</span>.<span class=\"pl-en\">_raw_delete</span>(<span class=\"pl-s1\">report_availability_tag_qs</span>.<span class=\"pl-s1\">db</span>)</pre></div>\n<p>This didn't quite work either, because I have another model <code>Location</code> with foreign key references to those reports. So I added this:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-v\">Location</span>.<span class=\"pl-s1\">objects</span>.<span class=\"pl-en\">filter</span>(<span class=\"pl-s1\">latest_report__public_id__in</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">report_ids</span>).<span class=\"pl-en\">update</span>(\n    <span class=\"pl-s1\">latest_report</span><span class=\"pl-c1\">=</span><span class=\"pl-c1\">None</span>\n)</pre></div>\n<p>That combination worked! The Django debug toolbar confirmed that this executed one <code>UPDATE</code> followed by two efficient bulk <code>DELETE</code> operations.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-04-09T10:58:37-07:00", "created_utc": "2021-04-09T17:58:37+00:00", "updated": "2022-03-20T21:56:38-07:00", "updated_utc": "2022-03-21T04:56:38+00:00", "shot_hash": "0b7d65f4eb063315a8e8369790c1f432", "slug": "efficient-bulk-deletions-in-django"}, {"path": "django_enabling-gin-index.md", "topic": "django", "title": "Enabling a gin index for faster LIKE queries", "url": "https://github.com/simonw/til/blob/main/django/enabling-gin-index.md", "body": "I tried using a gin index to speed up `LIKE '%term%'` queries against a column.\n\n[PostgreSQL: More performance for LIKE and ILIKE statements](https://www.cybertec-postgresql.com/en/postgresql-more-performance-for-like-and-ilike-statements/) provided useful background. The raw-SQL way to do this is to install the extension like so:\n\n```sql\nCREATE EXTENSION pg_trgm;\n```\nAnd then create an index like this:\n```sql\nCREATE INDEX idx_gin ON mytable USING gin (mycolumn gin_trgm_ops);\n```\nThis translates to two migrations in Django. The first, to enable the extension, looks like this:\n```python\nfrom django.contrib.postgres.operations import TrigramExtension\nfrom django.db import migrations\n\n\nclass Migration(migrations.Migration):\n\n    dependencies = [\n        (\"blog\", \"0014_entry_custom_template\"),\n    ]\n\n    operations = [TrigramExtension()]\n```\nThen to configure the index for a model you can add this to the model's `Meta` class:\n```python\nclass Entry(models.Model):\n    title = models.CharField(max_length=255)\n    body = models.TextField()\n\n    class Meta:\n        indexes = [\n            GinIndex(\n                name=\"idx_blog_entry_body_gin\",\n                fields=[\"body\"],\n                opclasses=[\"gin_trgm_ops\"],\n            ),\n        ]\n```\nThe `opclasses=[\"gin_trgm_ops\"]` line is necessary to have the same efect as the `CREATE INDEX` statement shown above. The `name=` option is required if you specify `opclasses`.\n\nRun `./manage.py makemigrations` and Django will automatically create the correct migration to add the new index.\n\nI ended up not shipping this for my blog because with less than 10,000 rows in the table it made no difference at all to my query performance.", "html": "<p>I tried using a gin index to speed up <code>LIKE '%term%'</code> queries against a column.</p>\n<p><a href=\"https://www.cybertec-postgresql.com/en/postgresql-more-performance-for-like-and-ilike-statements/\" rel=\"nofollow\">PostgreSQL: More performance for LIKE and ILIKE statements</a> provided useful background. The raw-SQL way to do this is to install the extension like so:</p>\n<div class=\"highlight highlight-source-sql\"><pre>CREATE EXTENSION pg_trgm;</pre></div>\n<p>And then create an index like this:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">CREATE</span> <span class=\"pl-k\">INDEX</span> <span class=\"pl-en\">idx_gin</span> <span class=\"pl-k\">ON</span> mytable USING gin (mycolumn gin_trgm_ops);</pre></div>\n<p>This translates to two migrations in Django. The first, to enable the extension, looks like this:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">contrib</span>.<span class=\"pl-s1\">postgres</span>.<span class=\"pl-s1\">operations</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">TrigramExtension</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">db</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">migrations</span>\n\n\n<span class=\"pl-k\">class</span> <span class=\"pl-v\">Migration</span>(<span class=\"pl-s1\">migrations</span>.<span class=\"pl-v\">Migration</span>):\n\n    <span class=\"pl-s1\">dependencies</span> <span class=\"pl-c1\">=</span> [\n        (<span class=\"pl-s\">\"blog\"</span>, <span class=\"pl-s\">\"0014_entry_custom_template\"</span>),\n    ]\n\n    <span class=\"pl-s1\">operations</span> <span class=\"pl-c1\">=</span> [<span class=\"pl-v\">TrigramExtension</span>()]</pre></div>\n<p>Then to configure the index for a model you can add this to the model's <code>Meta</code> class:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">class</span> <span class=\"pl-v\">Entry</span>(<span class=\"pl-s1\">models</span>.<span class=\"pl-v\">Model</span>):\n    <span class=\"pl-s1\">title</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">models</span>.<span class=\"pl-v\">CharField</span>(<span class=\"pl-s1\">max_length</span><span class=\"pl-c1\">=</span><span class=\"pl-c1\">255</span>)\n    <span class=\"pl-s1\">body</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">models</span>.<span class=\"pl-v\">TextField</span>()\n\n    <span class=\"pl-k\">class</span> <span class=\"pl-v\">Meta</span>:\n        <span class=\"pl-s1\">indexes</span> <span class=\"pl-c1\">=</span> [\n            <span class=\"pl-v\">GinIndex</span>(\n                <span class=\"pl-s1\">name</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"idx_blog_entry_body_gin\"</span>,\n                <span class=\"pl-s1\">fields</span><span class=\"pl-c1\">=</span>[<span class=\"pl-s\">\"body\"</span>],\n                <span class=\"pl-s1\">opclasses</span><span class=\"pl-c1\">=</span>[<span class=\"pl-s\">\"gin_trgm_ops\"</span>],\n            ),\n        ]</pre></div>\n<p>The <code>opclasses=[\"gin_trgm_ops\"]</code> line is necessary to have the same efect as the <code>CREATE INDEX</code> statement shown above. The <code>name=</code> option is required if you specify <code>opclasses</code>.</p>\n<p>Run <code>./manage.py makemigrations</code> and Django will automatically create the correct migration to add the new index.</p>\n<p>I ended up not shipping this for my blog because with less than 10,000 rows in the table it made no difference at all to my query performance.</p>\n", "shot": {"$base64": true, "encoded": 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N4QCEMcYYY4wxpjEcgDDGGGOMMcY0hgMQxhhjjDHGmMZwAMIYY4wxxhjTGA5AGGOMMcYYYxrDAQhjjDHGGGNMYzgAYYwxxhhjjGkMByCMMcYYY4wxjeEAhDHGGGOMMaYxHIAwxhhjjDHGNIYDEMYYY4wxxpjGcADCGGOMMcYY0xgOQBhjjDHGGGMawwEIY4wxxhhjTGM4AGGMMcYYY4xpDAcgjDHGGGOMMY3hAIQxxhhjjDGmMRyAqCE0NBQWFhaQSCTCX3Z2drXbTZo0Cdra2sI2rVu3Fi2fP38+TE1N4efnh9zc3JdV/DfGn3/+CVtbW3h4eCAuLu6Nzic9PR3169cXtZlff/31peRVE0+ePMHcuXPRpEkTGBoaQltbGwMHDnxl5ZHL5Vi/fj28vb1hYWEBLS0t2NravrLyMFZTSUlJaNasGaysrPDHH3+86uIwxtibgV6xefPmkY6ODgFQ+8/Ly0vj5dy9e7eoDI8fP1Zru8mTJyst98OHD0Xpbdiw4WUV/Y3RpEkTYX8MHz78jc+nuLhYdIyDg4NfWl7qyM3NpQYNGgjlWbVqFX366afk5+f3yso0ePBgoTxjxoyhrVu3ko6Ozisrj6b4+/uTVCpVen6ztram8PDwKrfftGkTGRoaKt3ezMyMIiIiKCwsjMzMzJSuY2JiQqGhoaI0mzZtKlrHwMCA1q1bR0REnTp1IolEUqPz9MyZM1/a/nudBAUFCXV2dHR81cVhjLE3gnatRDEvYOnSpVi8eDHGjh2L4OBgYf7PP/8Ma2tr0bpEhDVr1uDRo0eaLmatMzU1haOjI9LS0iCRSODp6fmqi/TKeXp64vLlywCApk2bvvH5vG6Cg4ORnJwMAGjYsCEmT56M3Nxc7Ny585WUJz4+Hlu3bhWmP/vsM9jZ2SEjI+Ol571t2zZcvXoVY8aMgaOj40vPr6LDhw+jqKgIzZo1Q2JiIgDA0dERSUlJ0NfXr3b7kSNHYsSIEfjqq68wd+5cYf7u3bvxzjvvCNOPHz9GSEgI3n//fWHeTz/9hEmTJlVKMywsDH5+fsjLy8OOHTvg4+MDiUQCAAgPD0dBQQFatGghlNfKygrr1q2rlI5cLsfUqVPV3BNvvvLn7v+n8wljjL2IVx6AAIBUKoWBgYFonr+/P+rVq1dp3aSkJISGhmqqaCqVfTE/L21tbZw5cwahoaFo06YN2rZtW0sle3Nt3LgRnTt3hpmZGQYNGvTG5/O6iYmJEf5vZ2cHADA2NsYHH3zwyssjkUiErlcv++I1JSUF77//PgoLC9GjR49XEoAAgK6uLrS1/zkFS6VStYKPMhKJBEZGRqJ5FacBVDq3VpwGgOjoaPTu3RsODg4IDw8X2kd5enp6ovIaGBiIgp3yNmzYoFYd/g0mTJgAa2trpKeniwI9xhhjqr0WAUhNeHt749q1a6+6GNDV1X3hNOrWrYsZM2bUQmmql5mZiR9++AGZmZn4+eefNZJnTctjYGCACRMmvPS8NZWPVCqFRCIBEb30vNSRn58v/L/8heSrUr48WlpaLxzUq+vTTz9FYWGhRvJ6E+zZswfDhg1Djx49EBISojRAqalu3brVyjnyTfHee++96iIwxtgb5Y17CL1Lly6irlr79++Hnp6e8KCvjo4OwsLC0KdPH5iamgq/rAYFBaGgoECU1rfffosWLVrAzMwMWlpa0NLSgpWVFTp16oRt27apLINUKkVwcDB8fX1haGgIfX19NGnSBJ9//jmKi4urrcPt27dhaWkpekB58+bNL1yfZ8+e4ZtvvkH79u3h4OAAXV1d2NjYwMfHB/Xq1cOKFSswZcqUast39OhRvPXWW7CxsREeojc1NUWzZs3wxRdfoKSkpNo0alqe1q1bi/bHmDFjXnh/KPOy8rl48SICAwNhY2MDHR0dmJubo23bttDSUv0Ri4yMRGBgIGxtbSGTyVC3bl307t1buDOQlpYGc3NzUXklEgmGDRsGAOjcubMwz9fXt8p8WrVqhe3btwvzjh07BolEAj09PdG6f/31FwICAmBlZQUdHR1YWlqiZ8+eOHz4sGi9su45ZX+tWrUCAGRlZWHatGmwsLDA8OHDlZbn6dOn6Nq1K6ZPny7Mk8vlQlrnzp0DUPN2eObMGfTu3Rt2dnaQyWSwsbGBl5cXdu/eDaD0V3lXV1ds2bJF2MbX1xcSiQRz5swR5qWnp2Py5MlwcXGBTCaDtbU12rVrJ7rz+iL1f52sWLEC7733HqZOnYrQ0NBaCT4AYObMmWqda8pkZWVhzpw5aNSoEQwMDIS7Oy4uLmjUqBFkMplwt2X37t3COmV/aWlpAICVK1eKBv5Qdhd927Ztwh1QfX19uLm5YcyYMcjMzAQAZGRkwMTERJR+2Q9FCQkJeOedd6Cvr48NGzZgxowZwg8NEokEbm5uNc6vzObNm9G2bVuYmZnBwMAAjo6OaN++PW7cuKH2fmSMsTfGq34IpUz5h7UB0K1bt0TLFy1aRMOGDVO6bVhYmGjbDz/8kH799VdauHAhaWtrC/MXLlwo2m7QoEHUtGlT2r17N92/f5/++usv0tPTE9bfunWrsG7Fh9AXL15Mhw8fppCQEHJzcxPmBwYGqqxX+YfQ8/PzRen99ttvL1SfwsJC8vb2FpYtX76czp8/Tz179lRZNlXWrFlD5ubmtHr1arp58yYlJiaSh4eHkM6ECROqTeN5ylN+/dGjR7/Q/qhKbecTFhZGurq6BIDMzc1p+/btdPHiRdq5c6fKh9APHTokDL4wdOhQOnv2LHl6egoPCJe1/5KSEnrrrbeENFq3bk1yuZyIiGJjY8nQ0JAWL15cZX2zs7MpJiaGunfvLqTj4+NDMTExdOnSJWG9NWvWCA8af/jhhxQdHU0DBw4Utlm7dq0o3a+//lpY5ubmRtHR0eTo6CjMU/V5LSkpoZiYGJo3b56wrlQqpZiYGIqJiaG8vDyhPOq2w4iICNLV1aXGjRtTdHQ03b59mzZt2kR2dnb0zTffEBHRnTt3aMeOHaJjEhISQjExMZSenk5ERGlpaWRnZ0cAqGnTpnTmzBnRg/I7d+584fqXV3bMAZCzs3O161f0448/iupz9OjRSuuEhoZWaofFxcU0fvx44eF/dVVX3k6dOtH69etrVIe7d+9SvXr1CABJJBL6+uuv6cqVK3ThwgVq3bq1kF+/fv2EbSp+VlNTU4Vln376qcoyLliwQFj2zTff0KFDh4RzfosWLaikpISIiORyOfXu3VtYd8yYMRQSEkIymUyYV1bPjz/+WJjn6ur6XPl99dVXBIAGDBhAN27coGvXrtHnn39O2traFBkZWaP9yRhjb4LXNgC5cuUK5ebmCn99+/ZV+YV+8OBBlV9G5S+gfHx8RNsNGjSItm3bJprXt29fYX1/f39hflWjYJ05c0a0rPwXhqoA5NmzZyoDkOepz8aNG4X59evXF+ZHR0eLLvIePnyo+iD8bc2aNTRx4kTRvBUrVgjp6OnpkUKhqDKN5ymPj4+P0sDgeY+vKrWZT1FRkXDBCkAYNYhI9ShYcrlcuOACQFevXiUiooULFwrzPvnkEyGdhIQE0YXPd999R+np6VS3bl21LnLLDBo0SEij4shXDx8+FAXfGRkZRESUmpoqzDMwMKBHjx4J25S/+DUwMCAzMzPq0qULffXVV9SjR49qy7ZmzRpRW1C2XN12+O677yq9mP7888+FAISIKD4+XnRMzp49K1p/xIgRwrI1a9YQEdF///tfpcf+RetP9GoCkB9++IH8/f2FaZlMVmk/qFNeJycn0Tk6NzeX6tSpU+MAZMCAAUKagwYNEi0LCAhQGoBU9VktH9iW36fJycmkpaVFAMjGxkaY37FjR2H9gwcPCvMDAwOF+XZ2dqSvr08DBw6kn376iZydnYV6fvLJJ0oDkJrkV6dOHQJAmzdvFtX/7bff5gCEMfav9Oo7gqugbFSosq4nNeHu7i78/+7du6JlCxcurHSLvvw7CJ48eaJWHm3btoWxsbHwLo9jx45VeudHbVFVn7JRnQCIHiB1cHAQ/i+Xy3H9+nVYWFhUmUffvn3Rt29f0bzy+6WgoACFhYWVuu+UV5vlqUpVx7c2qcrn+PHjuHfvnjCt6qHc8qKjo5GSkiJMOzk5AQDMzc2FeeUf0G7UqBHmz5+PBQsWAADmzZuH4OBgODk54ZdffnmO2lR24MABoWuZpaWlMAKdo6MjTE1N8eTJE+Tn52P//v0YMWJEpe2Liopw+vRptGjRAkDpMwAbN258oTLVpB2WffZCQkLg7OyMDz/8EA4ODpgzZ47az+AoFAr8+eefwnR1x6W8l1H/l+Xjjz+Gjo6OMF1YWIh3330XkZGRNXog/86dOzA2Nn6hsuTl5Qld5ACgT58+L5ReVf78808oFAoA/xxboPLx7dGjR6Vt69Spg5iYGNjY2AAobSvVdVerSX5Pnz4FUHps5HI53n33XRgbGyMsLAxSqbSmVWWMsdfea/sMSGhoKCIiIoS/Tp06PVc65fvgV7wQady4caUvked5EFYikYgurO/cuVPjNNSlqj6WlpbC/8sPU/zw4UPR9vb29tXmYW9vX2m9mu6X2ixPVao6vrVJVT6XLl0S/m9kZAQrK6tq07p69apo2tDQEBKJRPRMRE5OjmidTz75BM2aNQNQ+vD29evXsXv3bshksppVRIWyoVWB0iGiyyt/wZSQkKB0e6lUKlx8A0CrVq2watWqFypTTdph2fmhqKgICxYsgKOjI9q1a4fdu3erfQF39+5d0QtBAwICIJFIRPUqKipS+gD7y6j/y+Ll5YXk5GTRg9P3799Hv3798OzZM7XTsbW1FZ2jIyIiKrWd6ly7dk30LE/582htK/+5i4yMFJ7bKB90Vvzclalbt64QfABAUFAQhg4dWmv5dezYEQCEkbQsLS3Rv39/xMfHa2xwBsYY06TX9g5I69atRXcnJkyYUOu/cO/YsQN//vkn4uPj8eTJExQUFKj8AqpO+QtUdR5Er22BgYFYtGgRiouLce3aNRw+fBidOnXC999/L6wzaNAg1K1bt9q0Lly4gN9++w1nz57F48ePkZ+fX6MLk9ouz+us/F0ydYdQzcvLE01HR0dXusgwNDQUTevo6OCXX36Bj48PFAoF8vPzsW/fPowaNeo5S666TBVHyCr/a3n5C/SXrSbt8OOPP0ZERASOHDkizDtz5gzOnDmDuXPn4osvvqg2v4rHZd26dWjTpk2l9d700Z3Gjh0LW1tbbNq0CUlJScLdyujoaHz44Yeid7NURSaToX379qJ5kydPFv3aX52K7cnMzEztbWuq/PFt1aqV0ruH5YMMTea3bt06vP3227h58yaA0kB3586d2LNnD/bs2YNevXrVWrkYY+x18NoGIBUNHjxY+H9OTg4yMjLQoEGD505vyZIlWLhwIYDSX92Cg4Ph6emJuXPnIiQkpMbpZWdnC/8v301EUxo2bIjQ0FCMHz8eGRkZ6NGjhzAErL29PUaPHo358+dXm054eDi6desGuVwOLS0trF+/Hn5+fjh06FCNhq6trfK87soHCuWHla1KxXc1NGzYsFLAocylS5eELh1A6UhDPXv2VPrOhpoqX6aKAXT56RftcqOumrZDXV1dHD58GPv27cOvv/6KgwcPCsHKl19+idmzZ6NOnTpV5lnxuNjb24vuarxqkZGRiI2NxdixY2slPSMjI+zZswdt2rQR7lJu27YNTZo0ee7P5ueffy78Pz09HRKJpMr2WbHdy+Xy58pXHeWPr5aW1ks/tjXJz8XFBfHx8QgJCcEff/yBU6dOgYhQUlKCefPmcQDCGPvXeW27YFVl/fr1GD9+/AulUf5dGOPHj8fbb78Ne3v7Gr0IrExRUZFoSMWKvwpqire3NwwMDLBu3TqkpKQgKSkJmZmZuHv3Lj777DO1frndsGGDcBHQuXNnjBo1Cs7OzjXuWlFb5XndlQ+C8/LycP/+/Wq38fDwEE1X7JKlzLFjxzBx4kSsWrWj/99aAAAgAElEQVRKyDM7OxsTJ06sYYmrL1P5LnMARG1b2bNZL0NN2+GOHTuQn5+PPn36YOfOnUhPT8fo0aMBlHaZS0pKqjZPBwcHUYClznHRpJ9++gnh4eG1mqaLiwu2b98u6qa2cOFCUTeh5zV+/HisX7++ynXc3d1Fd/9SU1PVSrviHcPygbkq5dt4cnLySw12appf2ftXJkyYgJMnTyI5ORk+Pj4A8Fq894oxxmrbGxmAREREvPAvseV/1VX29uCaOHz4sJCeh4cHunXr9kLpPY8nT56gR48euHXrFi5fvgwbGxu4ubmJnsVQR23tl9oqz+uuW7duoqC1/LsiVPHy8oKrq6swvWnTpirXv3r1Kvr374+ZM2di8uTJ2LBhg3ABtmfPnirfWaOuXr16CfXIzs4WujveuHFDeEBWX19fY7/E1rQdrlq1CkePHhWmzczMMHfuXGG6rKtfxbTK37mUSCTo37+/ML1ly5ZX0p1SGblcjv3797+Uu6t+fn5Yvny5ME1EGDFiBOLj4587TSLC6dOnqz1Pm5iYoEuXLsL03r171Uq/4n64fv16tdsEBgYKgdaTJ09qJciqrfxGjRolCvxdXV2FO11vejdVxhhT5rXoglVSUlKp//WJEyeU/vKTl5eHiIgI0YVQxYePy0+rejDZ399fePlfaGgoAgMDkZubq9YXGQAcPHgQ9erVw71794SHh83NzbFly5YqXz73PGVWpz4HDhxAXFwcgNKXca1cuVJYJpPJ4ODggO7du2Pu3LlVfqH5+/sLL6yLiIhATEwMzMzMEBkZWW2dXrQ8qur5PPujKrWZj5mZGZYtWya0gfnz50MqlcLOzg4nT54UrZuWlobCwkLIZDJs2LABvXr1wrNnz7Bq1Srcvn0bHTp0gEKhQGpqKlq1aoVRo0YhMzMTAQEB8PPzE55j6NixI8aPH4+1a9cCAKZMmQI/P79qg7vyvxJX/MXY3NwcK1asEO6oLFiwAB999BGWLl0KoPTi/IcffhA9kP6iKpZBoVAIn53naYfTp0/H06dP0blzZxQUFGDx4sUAgOHDhwsPszs7O6NBgwZITk4GAMydOxcJCQkoLi7GJ598gmXLluH48eNISUlBdHQ0vL298d5778HQ0BD379+HQqEQXay/iPz8fFGAU1RUhKioKGGaiFBUVIQnT57gwoULyMrKEnVnIiIhOCyj7Bmdius8ffoURCS6izB9+nRcunQJv/76q7BO3759ERERIYyMVbG8z549w6FDhyrlR0S4fv06Hj9+DBMTk2r3w/Lly9GhQwfk5eUhODgYZmZm6NKlC1JTU0WDPJTn4eEBR0dH4QWEU6dOxSeffILc3Fzs27dP6Tb169fH559/Lrx0ctiwYThy5Ajc3d2Rn5+PGzduYOLEifD29q62zBXrq+z/NcmvbOSrBQsWoGnTpkhLS8OaNWsAlD7fxBhj/zoveZjfas2bN094IVtN/sreD3DgwAHS19cXLTM3N6f09HRau3at6AVyKDcufFZWFo0bN44sLS1JW1ubbG1tKTAwkGbNmiWsq62tTQEBAURElJmZScHBwTRt2jTq3Lkz1a1bl/T09EhXV5fq169PEydOpDt37ojqNnjwYJJKpaL8XV1dKTY2lszNzUXzdXR06Msvv3zu+uTm5lLDhg2r3W8uLi5UVFSk8njI5XL66quvyNnZmbS1tcnU1JQ6d+5MK1asEMa0B0AeHh7Cy9uUqWl5Kq4rkUioT58+z70/VHlZ+ezatYs6depEJiYmBIB0dXWpe/fuVL9+fdF2QUFBwjaXL1+mESNGkJOTE+nq6pKhoSE1a9aMpk2bRjdu3KAdO3aQqakpASBTU1M6fPgwEZW++6FiWQ0NDWnv3r0q613+3QNlf6ampvTjjz+K1jt06BB1796dzM3NSVtbmywtLSkgIICOHTsmWq9nz56VPrdmZmZqvaSSqPRzX/GzoaenJ7w7o6bt8OeffyY/Pz+ys7MjbW1tMjAwoBYtWtDy5csrtffExEQKCAggQ0NDkslk5OnpSQsWLBCWZ2Zm0scff0yNGzcmAwMDkslk5OrqSsOHD6cTJ07USv07deokvPSxJn9l7wsKDg4mAwMDpeuYmprSyZMnKSwsTGg/Ff/09fVF75ohIiooKBC9I6fsb/Dgwc9d3orvWVLl8uXLNGjQILKxsSFdXV1q0KABTZkyhXr16iWkVf49IEREkZGR1L59e2E/ODo60owZM2j+/PmiMri7u4u2O3DgAPXs2ZOsrKxIW1ubzM3NqV27dvTFF1/QkydP6MGDB+Tq6lqpvvb29rRx40ZRWqNHjxa1x7L1cnNz1c6PiGjatGnk4+NDderUIalUSqamptSlSxfatWuXWvuPMcbeNBKilzh2KdOo8PBwdO/eHZ6enqLhS589e4bTp08Lw4eeP3++xr/y/RvKwxh7swQGBmLXrl0AgH79+r30blOMMcY047XogsVe3Pbt2zFixAj4+Pjg2LFjoqFTgdIH98eNGwcAGnmx1etWHsbYm6eoqOhVF4ExxthL8EY+hM4q+/LLL1FUVIS33nqr0sU+8M8L5JycnDQytOjrVh7G2JuHb9Azxti/E98B+ZcICAhATEwMVq1aBQMDA/j6+kJXVxdpaWnYuXMndu/eDQsLC2zZskUjdxxet/Iwxt485YeufdnD5jLGGNMcfgbkXyQ0NBS//fYboqOjkZmZCYVCAVNTU3h4eKBnz54YP368RofBfd3Kwxh7Mxw9ehQDBw4UDZMMlL5b6Pz586+oVIwxxmoLByCMMcYYY4wxjeFnQBhjjDHGGGMawwEIY4wxxhhjTGM4AGGMMcYYY4xpDAcgjDHGGGOMMY3hAIQxxhhjjDGmMRyAMMYYY4wxxjSGAxDGGGOMMcaYxnAAwhhjjDHGGNMYDkAYY4wxxhhjGsMBCGOMMcYYY0xjOABhjDHGGGOMaQwHIIwxxhhjjDGN4QCEMcYYY4wxpjEcgDDGGGOMMcY0hgMQxhhjjDHGmMZwAMIYY4wxxhjTGA5AGGOMMcYYYxrDAQhjjDHGGGNMYzgAYYwxxhhjjGkMByCMMcYYY4wxjeEAhDHGGGOMMaYxHIAwxhhjjDHGNIYDEMYYY4wxxpjGcADCGGOMMcYY0xgOQBhjjDHGGGMawwEIY4wxxhhjTGM4AGGMMcYYY4xpzGsRgMyfPx96enovnM7ly5chkUhw6tSpF0onKCgITZo0eeHyVKV///7o1q3bS83jZVq1ahW0tbVfKI3a2gdNmjRBUFDQC6fz/+7hw4eQSCTYsWPHqy4KY0pZWlpi6dKlr7oYtaI2zqFvkjf9O48xVrvemLPfTz/9hMjISPz6668q13FwcMCaNWvg5uamwZI9n/Hjx6OwsPBVF+O5denSBatXr36hNN6kfaBO+2OMvVzffvstmjZt+qqLUStq4xxaEZ+nGGNvijcmALl48WK169SpUwcTJkzQQGle3Ntvv/2qi/BCPD094enp+UJpvEn7QJ32xxh7ud5///1XXYRaUxvn0Ir4PMUYe1O8Fl2wqtO5c2cEBwdj06ZNkEgkiI2NxYABAzBo0CAsXLgQRkZG2L9/v9IuWFu3bkWbNm1gZGQEW1tbfPTRR3j27JmwPD09Hb169YK+vj5sbW3xn//8p9ryLF++HEZGRqJ5aWlpkEgk2L9/PwAgNTUVAwcOhI2NDfT19dG4cWOsW7dOWL/i7WgbGxusXLkSs2bNgqOjI0xNTdGnTx/cv39fWOf06dNo2bIl9PT04OnpiUOHDqF9+/aYNGmSyrLK5XIsXLgQbm5u0NfXh6OjIyZPnoy8vLwq67hu3To4OztDX18fXbp0wbVr1yCRSLB9+3YAlbsPqFP+isrvg6tXr0IikeD48eN45513YGlpCRsbG0yZMgVyuVy0D1q0aAGZTAZ3d3fs3LmzUrqZmZkYOXIknJycYGBggLZt2yI8PBwAUFxcjGbNmqF///6ibXr06IFWrVqhpKSkUnrK2l9ZWTp27AgDAwMYGRmha9euiIyMrHK/btiwAU2aNIGBgQEsLS0RGBiItLQ0AEBMTAwkEgn27NmDLl26wNTUFJaWlpg1axYUCoVa9SsTHR2N7t27w9LSEiYmJnjvvfdw+/Zt0To///wznJycoK+vj3bt2uHKlStVlj0qKgoSiQRRUVGi+W5ubpg1a1aN6lDRf/7zH/To0UPlciMjI2hra0MikUAqlUJbWxsnTpwAAJw7d07UFouLi9GxY0d8+OGHAIAvv/wSWlpa0NbWFv398ccfVda3orZt22LKlCmieVOmTMGAAQPQv39/oZ3GxMSge/fuICJhvX79+uHy5cs1yu9F/fbbb+jRowf8/f1x584dAMDTp0/h7e2Nhw8fCusVFBRAIpEo/SxVdPfuXeF8aW9vj8WLF2Pu3Llwd3cHoF4bAapvw1euXIFEIsG+ffvg6ekJb29vAJW7YFXXzouLizFr1iw4OTlBT08PdevWxYwZM1BUVKSyjlFRUXj77bdhaWkJIyMjeHt746+//hKto865uLp0nuccGhERgY4dO8LMzAzGxsZo3749Tp48CUD1eaqiBw8eYOTIkXBwcIC+vj4aNmyIlStXqtwfZTZt2gRPT0/h+yw4OFi0/JdffkHjxo0hk8lgYWGBYcOGISMjQ+U+rq6drFmzBtbW1ggPD0fz5s1haGiI5s2b49KlS9i0aRMaNmwIExMT9OrVC5mZmTXaj4yx1wC9BubNm0cymUzl8uzsbPLy8qLBgwdTZmYmlZSU0NChQ8nDw4N69+5NJ06coIcPH1J8fDwBoIiICCIi+vPPPwkAzZkzh5KTkyksLIwcHR1p+PDhQtp+fn5Ut25dOnbsGCUkJNDkyZPJ1taWPD09VZbnm2++IUNDQ9G81NRUAkD79u0T0m3Xrh1duHCBrl+/TqtXryapVEqHDx8mIqLAwEDy8/MTtndwcCAHBwfauHEjFRcXU2pqKtnZ2dHEiROJiOjZs2dkYWFBHTt2pJiYGAoPD6cWLVqQvb09TZ48ucqy6urq0tatWykpKYmOHDlCDg4ONG3aNJXbXLhwgQDQlClT6OrVqxQSEkItWrQgABQaGkpERD/++CNJpVK1y69M+X2QnJxMAKh58+Z05swZIiL666+/CABt27aNiErbgbm5OXXt2pUuXbpEkZGR5OfnR+bm5sI+kMvl5OXlRW5ubsIxDQoKIj09PYqPjyciosjISJJKpXTo0CEiItq5cyfp6OhQbGys0nIqa3+JiYmkp6dHgwcPpkuXLtGlS5eob9++ZGxsTKmpqUrTOXnyJEkkElq3bh1dv36dzp8/Tx07diRfX18iIqH9NmzYkM6fP09yuZz27t1L2tratH79erXrd+fOHTIxMaGePXtSXFwcRUZGUseOHcnNzY0KCgqEsgCgGTNmUGJiIoWFhZGXl5foGFcUGRlJACgyMlI039XVlWbOnKl2HZRZtGgRde/eXeXyMjKZjI4fPy6ad/bsWVFbHD9+PHXo0IEKCwuJiGjZsmWiz9rz6tGjBy1YsECYTkpKEo7d0KFDKSwsjIqLi6ldu3Z048YN0bbOzs7C8XlRCoVCrfWcnJwoLy+P1q1bRx9//DEREU2aNIm2bt1aaV09PT06duxYtWl26dKFHB0dhbY3ceJEsre3F86X6rQRddpwUlISAaBWrVrRxo0bKS4ujoiILCwsaMmSJUSkXjtfsmQJWVtb0+HDh+nGjRt04MABsre3p7lz5yqtX9l5tnfv3hQTE0NXrlyhqVOnkqGhIaWlpYnWqepcrE46NT2HPn36lExMTGj8+PGUkJBAV65coYkTJ5KBgQE9evRI6XlKmYCAAHJ1daUTJ05QYmIi/fLLLySVSmn37t0qj/uOHTtIKpXS119/TVFRUbRixQqSSCTCuSIkJIQkEgl98cUXlJiYSOHh4eTh4UFeXl5Cey1/vlennaxfv550dXVp8ODB9PjxY3r8+DG5u7uTi4sLffDBB5Sfn09paWlkZWVFn3zyidr7kTH2engjAhAiIh8fH3r//feF6WHDhpGOjg5lZWUJ8yoGIG3btqVOnTqJ0tm8eTNJJBJKTU2ltLQ0AkA//fSTsFyhUFDDhg1fOACxtrYWvijLnDt3ju7fv09EygOQbt26idYfNWoUtWnThoiIQkNDCQBduXJFWB4REUEAqgxA7t27J3x5l5kxYwY1atRI5TaTJ08mGxsb0RfYkiVLqg1Aqiq/MsoCkKVLl4rWcXFxodmzZxMR0e+//15pH6SlpZFEIhH2waFDhwiA6CJVLpeTu7s7jRkzRpg3e/ZsatCgAT1+/JicnZ1p4cKFKstJVLn9TZ8+nSwtLamoqEiYl5ubS3p6epXqUGb16tWkr68v2ub+/ft0/vx5Ivqn/VZsN2+//TZ16NBB7frNmTOHTE1N6fHjx8I6d+7cIS0tLdq8eTMREY0dO5ZsbW1Fx7hs/9ZGAFJVHZSprQBk7dq15OLiQpmZmcLy2gpAhgwZQitWrBCmT58+Tb179yYioqlTp1JISAh99tln9MMPPwjr5OXlkY2NDQEgCwsLsrGxoaZNm4rS3bJlCzVp0oTc3NyoZcuWFB0dLSy7c+cO6enp0fXr16ldu3ZkZmZGzs7ORFR6LuvTpw/16tWL3N3dad26deTt7U1DhgwhIiJzc3MiItq1axeNGjWKTpw4Qe+9957SutnZ2YnyVUbV+dLV1bVGAYg6bbjsfFC2TZnyAYg67XzgwIGVjv3Vq1cpMTFRaR2LioooLi6OHj58KMzLyckR/RCizrlYnXRqeg5NSEgQfb8RERUXF1N4eDjl5eURUeXzlDLJycl08+ZN0bxWrVpVeYH+1ltvUWBgoGjexx9/TN9//z0REbVo0YL69esnWn706FECQKdOnSKi5wtAANDFixeF5R999BEBoAcPHgjzBgwYIDp3PM93EWNM896ILliquLu7w9zcXOkyhUKBqKgo+Pv7i+Z37twZRIRLly7h6tWrACDc3gcAiUQimn5effr0wbJlyzBz5kwcO3YMRUVF8PHxgY2NjcptmjVrJpquU6cOHj9+DAC4du0azMzM0LhxY2F5+/btYWlpWWU5LC0tcfDgQbRt2xZ169aFra0tfv75Zzx69EjlNteuXYOvry+kUqkw7913360yn+rKr66q0khISIChoaFoHzg4OMDBwUGYPn/+PGQyGTp16iTM09LSQocOHURdEj777DNIJBL4+PjAxMQE8+bNq1E5L168CC8vL+jo6AjzjIyM4O7urrLrQ9euXSGRSNCxY0esX78eKSkpsLGxqdTeWrVqJZr29PTE9evX1a7f+fPn4e3tDTMzM2GdunXrwsXFRVgnISEBXl5eomPs4+NTo31Qlarq8LJERERg9uzZ2LdvX7Wfi+dhZmYm2qcuLi5ISUmBQqFAYmIiCgsLER4eLhqRzcDAAPfv34dUKkV4eDju37+PuLg4YXlUVBTGjx+PP/74A8nJyfjPf/6D7t27o6CgAEDpcZNKpRgyZAgWLlyIR48e4ebNmwAAXV1dREREYOfOnXB2dsbp06cRHh6O0NBQZGdnw87ODunp6UhMTISDgwNmz56Nn376Sa26KVN2vmzRooUwTyKRoG3btjXaj+p+RgHA19e3ynSqa+d9+vTBsWPHMHjwYOzYsQOPHz+Gh4cHGjZsqDRNHR0dFBUVISgoCI0aNYKdnR0aNGgAAMI5U51zsTrpKFPV+a9hw4Zwd3fHsGHD8OWXXyI6OhpSqRSdOnWCgYGByjQrMjIywg8//IDmzZvD3t4etra2iI+Pr7JcFy9eRJs2bUTzvvrqK0ybNg3FxcWIi4ur1A5at24NACrPh+oq694HACYmJrCwsICVlZVo3pMnT0Tb1MZ3EWPs5XqjAxBTU1OVy/Lz81FSUoJFixZBT09P+HN1dQUA3Lt3D7m5uQAAfX190bYVn+94HmvWrMEXX3yBkydP4u2334aVlRXmzJmj9BmDMhXLAUDoR56VlQVjY+NKyy0sLKosx5QpU7BkyRIEBQXh5MmTiI2NxdixY6vcRlle1eUDVF1+dVWVRm5urtLl5Y9XTk4OCgsLoa+vLzruwcHBuHfvnrCenp4eRowYgaSkJIwYMQK6uro1KmdOTg5MTEwqzTc2NhbaVUXu7u44e/YsXF1dMWfOHNSvXx9t27bFhQsXVNYHAAwNDZGdna12/XJycnDs2DHRcj09Pdy4cUNYR9m+rI12r04dXgaFQoGhQ4eiqKgICQkJlZYfP35ctC+ep64rVqzA8OHDhWlbW1uMHj0a/v7+aNSoEUJCQrBmzRpoaal/Wv3999/h7+8vjOzUt29fmJmZ4dixY8I6pqam6NWrF/z9/SGRSIT0JRIJGjduDD09PdjY2KBx48bQ19eHgYEBHj16hJUrV+L9999HdHQ0UlNTERQUBFtbW6XluHDhAurVq1dlWcvadcV2r+y8VBV1P6Nlda8qnera+fDhw7Fnzx48fvwYI0aMgLW1Nfr3748HDx4oTTM5ORldu3ZFQUEBNm/ejOjo6EoPdqtzLlYnHWWqOv9JpVJERERg4MCBWL9+Pby8vFCvXj389ttv1aZbpri4GN27d8fRo0fx7bff4sKFC4iNjUXLli1VbpOfn4/CwkIYGhoqXZ6XlweFQqGyXag6H6pLJpOJppUN2V/xe6Y2vosYYy/XGzMKVk0ZGBhAR0cH06ZNw+jRoystt7GxER4YrvjrSXUXShKJpNK88g+2AxDynjZtGjIyMhASEoJ58+bB2toaM2bMqGl1oKenh/z8/Erzq/rVSi6XY+PGjZg/f77owqlifdXJq6p8NMXQ0BA5OTmV5pc/XqamptDT00NMTEyl9cr/2p+eno7ly5ejV69eWLZsGUaMGKHy4kwZU1NTpWXJycmBvb29yu2aNWuGzZs3Qy6X49SpU5g3bx4CAgKEB9GByl/YOTk5qFOnjtr1MzU1Rfv27fHzzz9XWqfsosDQ0LBW2j1Que1XV4eXgYiwfPlyPHjwAOPGjUPbtm3h6OgoLO/SpUulB4lrStmFz/Tp0zF9+nR89dVX6NOnD06cOIHp06fDyMgIa9asqTZwf/ToEY4cOSK6+M/LyxM9VCuRSIRfkysqu9DS0tISgmiJRAKFQoGuXbuia9euOHv2LJYtWwYXFxcEBAQAABYvXixKU52ArOwCtOIAFuV/WVanjaj7Ga2OOu0cKA3q+vbti7y8PBw4cADTp0/HmDFjsHfv3krbbdu2DSUlJdiyZYtwvMse4C+jzrlYnXSeh5WVFb755ht88803SEhIwLfffouRI0eicePG8PLyqnb78+fPIy4uDidPnkSHDh2E+ZmZmahfv77SbQwMDGBgYKD0fAeUtgupVFppedm0siCyJucSxti/0xt1B6Qmv2BoaWnBy8sLKSkp8PDwEP5cXFygq6uLOnXqCLd2y98iLi4urjSiUEUmJibIz89HcXGxMO/SpUvC/588eYLff/9dWG5jY4PZs2fD19cX8fHxatehvAYNGiArKws3btwQ5p0+fVp0oVKRXC5HSUmJ6CIoNzcXe/furXJfNmjQAJGRkaJ1du/e/Vzlrk3u7u6VfuGOj48XjW7i7e2NgoICyOVy0XEvGwGszKRJk9CyZUvs27cPHh4emDhxYrX5l98frVu3RlRUlGg0nezsbFy7dq1SV4Uy58+fx9mzZwFA6DqxZMkSPHz4UFSHstGdykRFRcHDw0Pt+nl7eyM5ORmurq6idbS0tGBnZyfsy7i4ONHIVEePHq2y/mW/cJYPVB48eFDpV+vq6vAySKVSDBo0CFOmTEG7du0wcuTIKkfdqk2JiYkICwvD1KlTsWjRIvz5559o1qwZfvnll2q3dXR0RGBgIFJSUoS/zMxMfPDBB6L1nvdFrYWFhZgxYwZWr16NhQsX4rPPPsPcuXOxcOHCGqdVdr4sHzjI5XKcOXNGmFanjaj7Ga2OOu18z549SElJAVB6oTxw4ECMHTtW5Xm4oKAAhoaGov29efNmAP98/tU5F6uTTk3dunULe/bsEaYbN26MtWvXQiqVikZYqyr9sq595b8Tzp49i1u3blW5XcuWLSt9pqdPn45p06ZBR0cHzZs3x+nTp0XLy851ys6HNTmXMMb+nd6YAKROnTqIiYlBbGwssrKy1Npm9uzZ2LVrF7788kskJSUhNjYWI0aMQLt27ZCbmwtnZ2f4+vpi2bJlOHLkCGJjYzFu3Lhqu+N4eXmBiLBx40YApRcg5ftWa2lpYfLkyRg3bhxiY2Nx69YtbNmyBRcvXhT1e66JgIAA6OvrY9q0abh27RpOnz6NmTNnCl+0yujq6qJFixbYtGkTbt68ibi4OPTu3Ru9evXCo0ePkJiYqLRL2IABA3Dnzh0sXLhQKLuyXws1rXfv3jA2NkZQUBAiIyNx6tQpTJo0SfRcTbdu3dCyZUsMHz4cJ06cQEpKCrZs2YKWLVsKx2jbtm04ePCg0F1m7dq12L9/P7Zt26Yy74rtb9KkScjPz8fo0aORlJSE+Ph4DB06FCYmJirfVXDo0CH069cPO3fuxM2bNxEbG4uVK1eiXr16cHJyEtbbu3cvtm7dilu3buG7777D2bNnhSFl1anfhAkT8PTpU3zwwQeIjY1FcnIyli5dCk9PT6G715AhQ5CRkYEZM2YgPj4eu3btwqZNm6rc/05OTrC0tERISAhKSkqQnZ2NKVOmKH0Oq6o6vGzBwcFITEzEN99889LzUigUmDhxIlavXi10j9LV1YWJiYkoODUxMUFSUhKA0h8Byl7A2b9/f+zZsweJiYkASn8l79+/f63dcVy0aBFGjx4NR0dHFBYWwtjYuFLZ1OXs7Iy33noLS5cuxaFDhxATE4ORI0eK1lGnjajThtWhTjv//vvvMWjQIJw8eRK3bt1CeHg4tm/frvI87OPjg8zMTKE72OrVq3HhwgVYW8YVJ98AACAASURBVFvj0qVLyMnJUetcrE46NXXnzh0EBgbi22+/RWJiIpKSkrB06VJoaWkJz8pU9z3ZvHlz6OnpYeXKlbh37x6OHDmCoKAg+Pv7IzExUWXXtI8++ghHjhzBokWLEBUVhR9//BGrVq0SnvuYNWsWDhw4gBUrVuD27ds4fvw4pk2bhk6dOim9e1eTc8nLMGbMGEydOlUjeTHGVND4Y+9KqDMKVlhYGFlYWJChoSEdOnSIhg0bRu3atROtU3EULCKiP/74g5o1a0a6urpkZWVF/fr1o6tXrwrLb926RX5+fiSTycja2poWLlxI8+bNq3KUKCKiL774guzs7MjExITatWtHMTExBID27NlDRETnz5+nrl27kqmpKenp6VGjRo1o+fLlwvbKRsGaN2+eKI+ZM2eSq6urML1v3z5q0KAByWQyat26NZ0+fZo8PDwqjRRTXmxsLHl5eZGenh55eHjQjh07KDU1lVxcXMjY2Jhu3bqldLulS5eStbU1GRkZCUNJotwoX8pGcKmu/BUpGwXr6NGjonW8vLxo9OjRwvRff/1Fnp6epKOjQw0aNKAdO3ZQu3btRCO4ZGRk0IgRI8jCwkLY92WjFz18+JCsra1p/vz5onxmzZpFVlZWotGTyqvY/oiITp06Re3atSM9PT0yMjKiHj160OXLl1XWt7i4mD799FOqV6+eqD0mJCQQ0T/td/v27RQQEEAGBgZkYWFRaVStqupXJioqivz8/MjAwIBMTEzorbfeorCwMNE63333Hdnb25NMJiNfX1/hGJeN0qNqPzRs2JAMDQ3Jw8ODdu3aRb6+vvTRRx/VqA4VLVq0iCQSCUmlUuGv/DnB0NCQpFIpASAtLS2SSqUUHh5ORJWH4SUqbScymYwuXrxIy5Ytq5S2VCqlUaNGVVkmdXz33XeiEb/mzp1L/fr1o65du9Lt27eF+T/88ANZWFiQiYkJubm5UVJSkrDsjz/+IE9PT3JzcyNPT08KDg4W5eHg4FDpc0FUOhpT2efn/fffp++++46IiExNTSk5OZmioqKoR48ewvq7du0iPz8/8vPzo4MHDz5XfZWdLydPniwaNbC6NkJUfRtWdT4oPwoWUfXtPCMjg4YOHUpWVlakq6tLTk5ONGnSJMrOzlZZx9mzZ5OlpSWZmprSkCFDKDs7mxYtWkR6eno0adIkIlLvXFxdOs9zDg0JCaHmzZsL9fX19aX9+/eL9n3F81RFW7ZsoXr16pG+vj516NCB4uLi6ODBg2RiYlLl6I9r1qwhNzc3kslk1LBhQ1q9erVo+YYNG8jDw4N0dHTIysqKxowZIxqhrOJ3XnXtpGwUrOLiYmGbRYsWkYODgyjf0aNHk4+PT432o4+PT62MjMcYe34SIn4y603x6NEjGBgYCLf1CwsLYW5ujq+//hqTJ0+utXyICBkZGaJnIspegHX58uVaf3svK3X58mU0bdoUERERaN++/asuznP5N9SB1UxQUBDCw8M1/qLFV0lT52LGGPu3emO6YP2/y8nJgYuLC4YPH464uDhcvnwZ48aNg1QqRWBgYK3mdfLkSdjZ2WHJkiVITk7GmTNnMGPGDHh7e4uGnmSMsf83mjwXM8bYvxUHIG8IExMTHDlyBFlZWWjfvj06dOiA27dv48iRIzUavUkdnTp1QkhICEJDQ9G8eXMMGDAADRo0wK5du1SOXsIYY/8P/sfencdFVfV/AP/MsA3DMiqbIOAuqCkquCCoCVq5JKaGC5pWammW5palT/qklVqW6eOWpmkomtajpeaSBaIpiIIbiJiKWoooMwwMDMPMfH9/zDMXLgw4IqH1+75fr3np3OXcs90759x77qEur8WMMfZPxUOwGGOMMcYYY3WGn4AwxhhjjDHG6gx3QBhjjDHGGGN1hjsgjDHGGGOMsTrDHRDGGGOMMcZYneEOCGOMMcYYY6zOcAeEMcYYY4wxVme4A8IYY4wxxhirM9wBYYwxxhhjjNUZ7oAwxhhjjDHG6gx3QBhjjDHGGGN1hjsgjDHGGGOMsTrDHRDGGGOMMcZYneEOCGOMMcYYY6zOcAeEMcYYY4wxVme4A8IYY4wxxhirM9wBYYwxxhhjjNUZ7oAwxhhjjDHG6gx3QBhjjDHGGGN1hjsgjDHGGGOMsTrDHRDGGGOMMcZYneEOCGOMMcYYY6zOcAeEMcYYY4wxVmeeiA7I4MGFkEiUoo+HhwqRkQU4elT/uKP3yK5eNWLChCI0aZIPBwclnJ2V6N69ANu26SptW1gILFqkRVCQGk5Opm07dVJj6VIttFrxtsuXl0AiUUKlokeKnzn/ly7VWlx/9y7Bzs5ULvq/f3FUkp1tRNeuashkSixfXvK4o/NEMRiA6OhCODsrMWRIYa2GbU39/flnPSQSJU6eLKt49eqpMG1aUaVt33ijCE5OSiQlGUThV/Vxd1fVanqstWtXKSQSJe7ds5xuvR6QSJRYvLjsfBw8uBAdOqirDXfevGLIZErhe1qaARKJErt3l4q2KyoCunRRIyAgH/fvkxB+dXk1bFjtlj178ri7u2PRokVVrr937x4kEgl27dr1SMfZtWsXJBIJ7t2790jh1IYlS5bAw8MDDRo0sGr7CxcuQCKR4NixYzVaX1vq6jh17WHr2OjRoyGRSKr9rF27FleuXIFEIsHPP//8F6eAPQzbxx0Bs+bNpdiwwUn4fvu2EWvXlqB37wKcPOmKzp1tau1Ynp4qJCe7okmTv77/lZND6NVLDT8/GyxbJkeTJlKoVITNm0sQE6OBTgeMG2cPwNTQ791bjRs3jJg0SYYPPnCE0QjEx5fi/feLsWuXDj//7AJXV0mtx1MuB7Zs0WH2bFmldXFxOtja4h/Z+QCAjRtLkJ5uwKFDLggIqL169k9w9KgeO3eWYu1aOZ55xu5xR6dKS5dq8eWXJdi92xldu4rLcPduZzg5VT5n7O3rKnZPDoMBGDGiELduGfHbb65wcyvLl+bNpVi71snifl5eNb/mXLxowIABhbh+XfFQ+9Xldbo2rFpVglOn9Pj6a8t5+KRbtmwZ2rVr97ijUWd0Oh3mzZuHcePG4c0333zc0WE18O6772LcuHHC97Fjx+Kpp57CrFmzhGWtW7dGcXHx44gee4AnpgPi7CzB00+Lo/PCC/Zo0UKFL77QIja2di7qN24YkZv7aE8MHsauXTr88Qfh7FlnNGhQ9iMeGWmLoiJCYmKp0AF5880i3LplxMmTrmjbtqwR9cILdhg50h69ehVg5sxifPmlvNbjGRZmi8OH9ThzxoBOncQNuNjYEoSE2OLYsX9mDyQvj9C4sQ169nxiTocnRl6e6VwZOtQe7u613/GtDXFxOrz7bjHWr3fCgAGVO0m9etmiXr0nM+51bcqUIiQklOLo0coNe2dnCfr0qf1z4PRpw0PvU9fX6dpw+vTf+/o4duzYxx2FOlVQUAC9Xo9nn30W7du3f9zRYTXQtm1btG3bVvju6OgIb29v9OnTR7TdlStX6jpqzApP9K0lmQxo394WV66U/YDdumXE8OEaNGiggoODEu3aqREbWzaUqbQUmDmzGP7++ZDJlPDzU2H69CLodEB8vB6NG+cDAJo2zcfgwaZhBX/+SRg4sBByuRI+Pip88okW8+YVo02bfCFcDw8Vli8vQf/+hZDJlMjPN/04bt+uQ+fOajg7K9GwoQpvv12E8p1tnY7+92/l9O3a5YyvvjJ1rP74g7Brlw6zZzuKOh9m3brZYtIkB2zeXCI0Cq1x4IBpuMeDOg/e3lIEBdlgyxbxEKTMTCNSUgwW734fP65Hz54FkMtNQ8UiIgpw6lRZWb34YiGGD9fg/feL4eysxN69pqEgZ84Y8OyzBXB3V8HV1TS0JzvbWG38FAollizR4uWXNfD0VEEuV2Lw4ELRMJbcXMJLL2ng758PuVyJbt3UiI8vS/fFi6YhKT/+WIq2bfPRpYsa4eEF+M9/SoR15mEvD0rbqlUl8PJS4YcfSuHlpcKsWcXIyDBCIlHi0CE9IiMLoFAo4e+fj23bdEhONqBLFzVcXZXo0EEtCuvuXVO8GzVSwdFRiVat8rFihbgcvLxUWLGiBDNnFsPXVwWFQonnny/EnTtl6b99mzBypAb16qng5qZCdLTpTre1+VPRvHnFwtAbDw8VnnuuAMCDz0FLefNXSUjQY9w4DT74wBGvvFK7jzTi4nTo1EkNFxfTcK1Bgwrx++9l+Tl8uAbR0YXYtEmHgIB8uLgoERysFg0X0+tNjf769U11fdQoDfLzq6/rf5WPP9Zi48YS7N7tgqCg2nvSd/OmEdHRhfDyMtXfNm3y8eWXpvq7YEExxo7VIDvbdG6YhzimpBjQt6/pGuDsrESXLmr8/LMp36q6Tuv1pvACA/OF82TNmrLzpKbnH/Dg6/iDzr+nny7Apk06bN6sg0SiRFqaodrfoqooFAosWbIEL7/8Mjw9PSGXyzF48GBhuNLFixchkUjw448/om3btujSpQsAoKSkBLNmzYKfnx/s7e3RuHFjzJ07F/r/PbYOCwvDc889V+l4/fv3R/fu3QFUHoK1bt06+Pv7w9HREWFhYbh48WKl/c+cOYNnn30W7u7ucHV1xZAhQ5CdnS2s1+v1mDJlCurXrw9XV1eMGjUK+fn5lcIpLyUlBRKJBCkpKaLlLVq0wMyZMwEApaWlmDlzJvz9/SGTyeDn54fp06dDVy5zq4vbzz//DHd3dwDAiy++CJnM9OTf2dkZn376qei448ePR0hISLVxrignJwfPP/88nJyc4O7ujtmzZ8NoLDvvU1JS0LdvX7i7u8PZ2RldunSpNDzo9u3bGDlyJOrVqwc3NzdER0fj1q1bVR7zo48+gouLC06fPg0AOH78ODp27AiZTIa2bdviwIEDCA8Px+TJkwEAq1atgpeXF3744Qd4eXkJTw1u3bqF4cOHo0GDBnBwcEC7du0QGxsrivuDyicjIwMSiQS//vorBg8eDHd3d3h5eeHNN9+EwVB27llTx2qTRqNBTEwMXFxcoFAo8Pbbb4vik5ubi5deegn+/v6Qy+Xo1q0b4uPjqw3Tw8MDy5cvR//+/SGTyYT6HRcXh06dOsHFxQXu7u4YNGgQfv/9dwDAyJEjERkZKQonMDAQXl5eomUjRozAgAEDaiPpTyZ6AkRFFVBQUL7FdYGBKho6tICIiEpKTN+DgvIpIaGULl820Pz5RQTk0Z49OiIiWriwmDw9lXTwYCn9/ruB9u3TkY+Pkt59t4h0OqIdO0oIyKMzZ/SkVpuO0b9/Afn4KOnQoVI6e1ZPAwcWUIsWKmrbtixOPj5Kat1aRbNnF9Fvv5VSaSnR7t06AvJozpwiysoy0P79OvL1VdLo0YXCfunpBrKxyaOgoHz64QcdFRVZzoO4OFO8kpP1VebT/v2m4+3da0rr559rCcgjpdJY5T6nT+tpwIACunix6nCjogooJqaQPvzQlHelpWXr5s4tonbt8mnnTtOxzesyMw0kk+XRiBGFdPasns6e1dOgQQXk4pJHN28aiIho1KhCCgxU0cCBBZSQUEr37hnpxg0DubrmUb9+BXTunJ5OndJTz55qatFCRVptlVEkNzclNWigpK+/LiGDgejSJQP5+akoJsaU1wYDUXBwPrVooaIjR0opPd1AU6ZoSCbLo/PnTWm/fNlAQB516pRPGzeW0LlzelKpjPTqq6Z45uYaqajIurR9+aWW5PI8ioxU0/79Orp61UBZWabwu3TJp4wMA+n1pjxwccmjZ55R0x9/GEmrJYqIUFPXrmV1a8CAAmreXEUJCaWUmWmgr74qIRubPPrvf3XCNo0aKalRIyVt3FhCpaVEN28ayNtbSZMmaYiIqLSUqEOHfOrcOZ+OHCmlo0dLKSQkn9q1yyeDwbr8qUijIdq40VQvMzMNlJ9vtOoctJQ3llhTfw8fLiUgj06cKKuUCoWSpk7V0MWLeqpXT0mTJ2uqDf/OHSMVF1Olj77qU4KSk/UkkeTR3LlFlJFhoORkPfXurRZdp2JiCsnbW0mvvaahwkKioiKiZ55RU+vWKmGbhQuLyd4+jzZuLKGsLAOtXq0lf38VAXmUm2s53aWlREAeffxxsbCsumuk2dy5ReTgkCd8T03VE2CqR7Gxpjq1fXuJxX2jogqofft8i/lUXExkrLqIKDJSTWFhakpO1tOVK6Y02tjk0cGDpaTREL31lob8/Eznlzk8NzclDRxYQKmperp4UU9vvaUhJ6c8unXLWOV1eto0DcnlebR5sykv16zRkr19Hm3YYLpw1PT8s+Y6/qDzT6UyUnBwPo0YUUi5uUbS66v/LaqKm5sbNWjQgL7++msyGAx06dIl8vPzo5iYGCIiunz5MgGgTp060caNG+ncuXNERPTKK69QgwYNaPv27XTlyhWKjY0lFxcXevvtt4mIaMWKFWRnZ0cqVVndVKlUZG9vTytWrBCOvXDhQiIiOnr0KAGg6dOnU2ZmJu3fv5+Cg4MJAO3cuZOIiG7cuEGurq7Ur18/OnfuHJ06dYp69uxJLVq0IO3/LuYLFy4ke3t72rhxI2VlZdHq1avJ39+fAFBubq7FPDh16hQBoFOnTomWN2/enGbMmCGE6+npSQcPHqTff/+d9u3bRz4+PvTuu+9aFTedTkeZmZkEgDZu3Ej37t0jIiInJyf65JNPRMd99dVXKTg4mIiIzp8/TwAoMTHRYtzN61u1akUrV66kM2fO0IcffkgAaNWqVUREVFxcTG5ubjRw4EBKTU2lixcv0ltvvUVOTk5069YtIiIqLS2lDh06UOfOnenIkSN09OhRCgkJoXbt2pHBYKgUj507d5KdnR3t379fdIyePXtSamoqxcfHU4cOHcjHx4feeOMNIiL68ssvSS6XU2RkJO3fv5+uXr1KJSUlFBgYSEFBQZSQkECXL1+m+fPnEwDas2eP1eWTlZVFACgoKIh+++03IiL6+eefCQDt2LHD6jr2sJo3b05jx46ttNwcnw4dOtDKlSspLS2Nli5dSgBo+/btRERkMBgoODiYWrRoQUeOHKH09HSaMmUKyWQyOn/+fJXH9PHxodatW9Ps2bPpt99+o9LSUkpOTiaJREJz586ljIwMSk5Opt69e1NQUBAREW3YsIGcnJyo9H8Nqjt37pCjoyN5eHhQZmamKOzPP/+8Rnnxd/BEdUBKS0n43LplpHfeMTVsDh40FZL5hyI1VdxyCAtTU58+pl+p6OhCioxUi9ZnZBgoM9PUCPrpJ1MY166Zvt+5YySpNI9WrSpr/arVRPXqKUUdkEaNlBQcLG4AdOuWT716iY8VG1tCEklZQ5WIaO9eHTVubGp02NvnUViYmhYuLKZbt8p+1T/9tJiAPMrJqfqXPiPD9AO7dq0prtY04Kxh7oBcu2YK/8cfTQ1Jo5GoaVMVffRRcaUOyLRpGnJ3V5KurI1MBQVEMlkeLVpkajjFxBSSnV0e3b9fFr85c4pIoVCK4nzjhoGk0jyKjbXcOCIyNVgqluuHHxaTTJZHhYVEBw6Y4vfrr2UNVYOBKCBARePHmxoJ5gbKjBniBsAbb2hEZW1N2tav14ryqnz4y5aVNRz37DHFa+fOsu1WrdKSTJYn2q9iI71Tp3yhcUNkqn/mOm72yiuF1LmzKd6HDpka6uU7E6mpeho2rIBu3jRYlT+WmMvd3Fi25hy0lDeWPEoH5MUXC8jfX0USSR6lpFjuSZjDr+rzySfFFvcjIsrPN1JKil7UGf/hB53oHI2JKSRX1zzRTYUtW0wNZ83/srRlSxW9+GKBKOwJEzR12gF56y0N2dvnka+vkvLzLR8zKqqg2rw6darq3pqnp5IWLhTn5cmTerpzx3Ssd94posaNyxq+Oh3RuXN6unevLC5qtSnNO3aYrgEVr9P5+Uayt8+j+fPF5+748Rpq0cIUdk3PP2uu4w86/4iIunbNp7FjyzotD/otssTNzY0iIyNFyz788EOSyWRUWFgoNKTMDT0ionv37pGtrW2lhsrcuXPJycmJSkpK6M8//ySpVEpbt24V1m/evJlsbGzozp07wrHNHZAJEyZQw4YNSV+ul75161ZR43DOnDmkUChIqVQK29y4cYOkUinFxsYSEVHLli3pxRdfFMVrwoQJj9wBiY6OrpRPGRkZQuPNmrjlmsb4iRq7tdUBmTVrlmh5aGgode/enYiIdDodnTt3Tuj0EBGp1WpR4/zQoUMEQNTwTU1NpWHDhtHNmzdF8Th58iQ5OjrSV199JWy7c+dOAkAXL14UliUmJhIAoQOyfv16AkA//vijsM3u3bsJAKWmporiHxYWRn369CGih+uALFq0SLRNs2bNhLyxpo49rAd1QGbPni1a7uvrK3TSDxw4QADo119/FdYbDAYKCAig8ePHV3nMRo0aCfXDLD8/n1JSUoQOBhHRDz/8QAAoJyeHrl+/LsrD7du3U2hoKPXr1482bNggivOFCxceMhf+Pp6YIVhnzxpgZ6cUPr6+Knz5ZQk2bnTCM8+YxiWfPq2HoyMqDR8ICbFBWprpMdrzz9vhyBE9RozQYNeuUiiVhMBAKVq1spzUrCwDjEbTOxBmLi6wOBY6NLRsmdEIi0OTnn7aDkSm9JgNGGCHq1cVSEx0wTvvmB71zp9fjObNVdi50/TImP43ksZgxXBpyV80nL1JEym6d7cVhmEdO6bHtWtGjBhReWjL6dMGBAfbwK5c8p2dgYAAG6SllQ1BCQiwEb37kpSkR5cuNqIx+X5+UjRrJhXKsCqdOonLpG1bG2i1wB9/GJGUZICDg2m8v5lUCvToYSeKDyAuR0usTVtVYZV/kd08YUBgoFS0TKsFSkrMYUvwxRemmc98fFRo2FCF8+cNlYbatW8vPlb9+lIolaZtUlL0kMmAp54qO3aHDjbYudMZvr7Sh8qf6lhzDpo9KJ8fxc6dpYiIsEV4uC1efLFQyAdLDh92wYkTlT8xMQ5V7uPqKsG1a0b071+AZs3y0bChCmPHagBAVC4tWtjA0bFsv/r1TeWtVBJ0OuDKFSO6dBHnQ8WX5P9qq1eX4P33HaHVAmPHaoRrTUUtW0ot5tOJEy5o3brqOD//vB0+/rgYM2YU48gRPXQ6UxqrenHdzs40JHXKlCK0bp0Pb28VWrY0zUhW1fDStDQDdDpYuN7a4soVIwrLTdL1MOffw1zHqzv/LHnY3yKzTp06ib63bdsWWq0Wf/zxh7AsNDRU+P/Zs2eh1+vRrVs30X4hISHQaDTIysqCt7c3evbsif/+97/C+u+++w6RkZGVhn0AQHp6OoKDg2FjU5aXXbt2FW2TlJSELl26oF69esIyPz8/NGvWDGlpadDpdLhy5YowTKyqcGri+eefx5EjRzBixAjs2rULSqUSgYGBaNWqlVVx+6v16NFD9D00NBSXLl0CANjZ2UGn02HKlClo3bo1vL290bJlSwBAXl4eANMwJ5lMhqeeekoIo0OHDti5cyd8fX2FZdnZ2YiKisKMGTPwyiuvCMsvXbqEevXqoU2bNsKy8PBwYdhZxbiZnT59Go6OjggKChJtExISUqN8q/huTf369aFUmmbqs6aO1TbzcEMzT09PFBSYhhYnJSXBwcEBvXr1EtZLpVL06NHjgWkvn4cA4OrqimvXrqF///5o1qwZGjZsKLxjlZeXh8aNG6N58+Y4fvw4ACAhIQHh4eEIDQ1FYmIiAODo0aPw9vYWzn+VSiV8dNWN4/wbeWLeum3VSoqtW52F73I50LKluBGoVhOcnSWVGuAuLhIUFJh+CEaPtoerqwSrVmkxZkwh9HogKsoOq1c7wdOz8g+ieRpKFxfxOjc3KQDxWG2FomyboiLTmOT584vxwQeVx7jfvi3eVyoFwsNNDaYPPgCuXzdiyJBCTJxYhKgoe/j6mn6Url83wNvbcrFkZ5t+DP39/7p+46hR9pg5swj5+YStW3Xo1s0GTZtKK71IqlYTGjasHI/yZQGI88y8X2qqQTRdKGBqkFTMs4qcncVhmWc2UqkIajWhpARwdBSHq9cDDRuK96sYp4qsTVtVYTk4VF4mk1VeRmR6Z+nZZwug1xO++MIJgYFS2NpKEBVVUGn78g3d8mEApgavpZmezB4mf6pjzTlo9qB8fhTR0fbYtMkJf/5J6NAhH6NGabBvnzOkFk6NkBCbh34JfccOHUaM0GDePBlWrnSAQiFBYmIpoqM1ou0cHS2HS0TQaEzlU3GbivX4r7ZihRyTJjkgJMQG/fsXYvFiLd59t/Jsd3K5BN26PfxPwpo1TmjXzhaxsSX4/HMtXFyASZNkWLTIEbYWgsvKMiIiQo2ICDvExjrDx0cKoxHw9a16WmTTDWKgd+8CUd0zD6u/c6fs2vEw59/DXMerO/8sedjfIjNnZ2fRdycn03uCKpVKmC5WoSibUUytNk3P7OrqKtrPxcUFAIQG1vDhwzFz5kxotVqUlpbi0KFDWLt2rcU4FBQUwNvbu9p4qdVqpKamCu9PmOl0Oty+fRsajQZEBMcKGVcxnJoYPXo0XF1dsWrVKowZMwZ6vR5RUVFYvXo1PD09Hxi3v1r58gFMZajRmK4dWVlZiIiIQEREBGJjY+Hj4wOj0SjqWCiVSqHcqzN58mQUFhZWStP9+/eF8i/Pzc2t2riq1Wo4OztDUuEC7+LiItSjh1Gx7AHTtRGwro7Vtop5KpFIhPio1WqUlJRUirNer0fDhg2rDbdiee/YsQMjRozAvHnzsHLlSigUCiQmJiI6OlrYpk+fPjh27BimTp2KhIQELFmyBHK5HF9//TUAUwekb9++AIAFCxZgyZIlwr6bNm0Szf71d/XEdEAcHSUICan+zqBCYWrkEImfAqjVJGrsDBpkh0GD7KDRAPv26TBtWhHGj9fghx8qV27z9amoSPxLkpdXfWNYLjfdyZs6VYZXX618J9V896+gwBR2xbuBTZpIMX26DGPGaHD9uhHh4baQSoGdUgO3KAAAIABJREFUO3VV3jn+5RfTXe6/8s5ydLQ9pk0rwvffl2LXLh3ef9/Cry5MZWFuFJSnVhN8fKouR4VCgvBwW6xbV/niWrETWFHFBq75+PXrS6BQSCCTAamplaf6tHnIG841TVtNJCXpce6cAUePuqBHj7Jyzc0lNG1qfTgeHpbPDbPayh9rz8G/mre36Vg+PhJs3eqM554rwL//XYx//9tyfX1Y69eXICLCFgsXloX3sDM5yuWmOJonrDB71L/b87C8vU29smeftcN778nwr38Vo3Nn21qb8cp0HXTA1KkOyMkhbNlSgrlzi+HpKcH06ZU7Ojt26KDXA3FxzsL198aNB01CYcrL2FhTZ6ciPz8pbt58+Jf7rb2O19TD/BaZVWzomTsY9evXt7i9ufFj3q7ifub1Q4cOxZQpU3Do0CEUFZn+js4LL7xgMUwnJ6dKL4urVOIOokKhQHh4ONatW1dpfxcXF8jlptkaHxRORRUbv2YVp1IdNGgQBg0aBI1Gg3379mHatGkYP348fvjhhwfG7WGOXZMpXM2dDbPCwkKhcb1jxw7o9XrExcUJHaQbN26Itvfw8EBBQQGIqMr8AICYmBj06dMHQ4cOxcCBAzF48GAAgEwmE8q4PPMTlqooFAqLx1Wr1UI9srZ8HsSaOlaXFAoFZDIZUlNTK62zechGxPr16xEREYGFCxcKyyrmT2RkJKZOnYrc3FxcunQJYWFhcHBwwM2bN/Hnn3/i6NGj+OCDDwAAkyZNwsCBA4V9zU/6/u6emCFY1ggJsYVWa5pFqbwTJ/To3Nn0o7RnTymuXzf9EDk5mRrUEyY44Px58T7mO1ctW5oqVnJy2fqCAggzslRFKgWCg21w/boBgYFS4dOsmRT29mVDMbp3V2PEiEIYLfw2ZmQYIJWaGo++vlJERdlh7VrT36SoKD3dgNWrtRg3zuEvbeh5eEjQt68dliwphlJJiI62PLNQSIgtUlIMohldVCrCpUuGav9mS5cutsjKMqB5c6ko36TSskZlVRISxH9QLSVFDycnU+OjSxfTcCyDgUThOjpCeLpkrZqmrSbMf1yy/N9jOHHCNPStururFXXsaAudDqIZmNLTDQgJUePiRUOt5Y8152Bd69vXFvPmybBwoRb79pU+eAcraLXiMgGArVtNY+asLRcHB9ONhopD3A4frp041sS//+2Inj1tMXJk4QMb/dYwPykt/V+SvLwkmDVLhtBQW9E1t3yeabWmp3Xlb06bZ1GrmLfm70FBNnBwMM0YV77+urlJ4OEhgUPVo+mqZe113Frl42/tb1FFCQkJou8pKSlwcnKCn5+fxe2DgoJga2srDOcwO3HiBBQKhTC8x8PDAxEREdi3bx92796NAQMGVHpqYhYQEIBz586JZm46fPiwaJsuXbogKysLzZs3R2BgoPCRSqXw9vaGg4MDmjRpUmn4SsVwKjLHqXxj9O7du6K7/Hv27MH169cBmBqy0dHRmDBhAs6fP29V3Ko7dsVG8Llz56qNryUV/0DgqVOnhOlitVotnJycRE9nzLNMme/Gd+zYETqdDidPnhS2SU9PR0hIiGimqFGjRmHIkCF4+eWXMWHCBCGPWrZsifv37wuzLgGmWbFyc3OrjXdISAi0Wi3OnDkjWn7ixAl07twZgHXlYw1r6lhd6tKlC7RaLQwGg6jOODo6ip5OWUOr1VZ62rR161YAZWUcERGBO3fu4Ouvv8ZTTz2F+vXrQy6Xo0OHDoiLi8O1a9eE6YQbN26M8PBw4ePp6VkLKX78/lYdkH797NCmjRQTJmhw6pQBV68a8d57xUhJMQh32pYv12L48EIcPWpqxMXH6/Httzph7Hv9+qYk79tXivR0A5o1k6JTJxt8+GExTpzQ49IlI8aMKbRqWMqsWY74/vtSLF6sxeXLRqSlGTBmjAZhYWqYb2J99JEjjh3To2/fAmzfrsPx43r89FMppk4twuLFWkya5CD8yK1c6QRPTynCwgrw0UdaJCToER+vxwcfaNG9ewFatrTBkiWV7/AeOaLHgQOloo/5Ry411YDBgwuRkWF9Y2PUKHtkZhrRu7dtlfkwebIDiooIr76qweXLRpw/b8CoURq4ukowdmzVrYHXX3dAYSFh3DgN0tIMyMoyYtEiLdq2zUdycvWdvj//NGLBgmJcvWrEvn2lWL26BCNG2EMmA/r0sUPHjjYYPVqDhAQ9rl83Ii5Oh44d1Vi1yvJfeK9KTdNWE0FBNpDJgBUrSnD7NuHQIT2mTCnCM8/YIjPTgLt3rWvtRkbaol07G4wfr8GhQ3ocO6bHxIlFKC4mBATY1Fr+WHMOPqzq6q+15s93RESELUaP1oimyq0qfPOnqqcRXbua/i5OUpIB2dlGTJpUBB8f07UjJUVv9dOQkSPtsWdPKdavL8GFCwYsW6ZFaurD/10MwPQE0FIa/vjD+p6qVGp68mBrCwwbVii8h1Rd+AcOlOLQIcvnplQqwRtvFGHiRNP5fO2aqV6dPq1Hr16m8bP160tw544RiYl6ZGcb0bWrLXJzCZs26XD7NmH16hIkJ+vh6SnB2bMGqNVU6Trt6irBxIkOmD+/GDt26IRre9++BcK7OTVlzXXcGvXrS5GaakBamgH379MDf4uq8ueff2LBggW4evUq9u3bh9WrV2PEiBGVhhOZNWjQAK+88go+/vhj7NmzBzdu3MCWLVuwatUqTJs2DbblxsENHz4cBw8exMGDBzFq1Kgq4zBy5Ejk5ORg+vTpOH/+PL7//nts3rxZtM3rr7+OwsJCjBs3DmlpacjKysKiRYvQtm1bJCcnC+Hs2bMH69evx4ULF7Bs2TKLd5jL8/f3h7u7O7Zs2QK9Xg+VSoU333xT9NfKly9fjuHDh+Po0aO4du0a4uPj8e233wrj962JmyXBwcHYvXs37t+/D51Oh48//hj379+vNr6WfP/999ixYweys7OxZs0aHD9+HGPGjAFges8hNzcXmzZtwu3bt7F69WokJyfD09MTZ8+ehVqtRmRkJNq1a4fx48fj0KFDOHbsGCZOnIji4mIEBARUOt4XX3wBFxcXvPLKKyAiDBgwAI6Ojpg6dSouXbqE48ePY8aMGdV2vgCgX79+aNOmDSZMmIBTp07h6tWreO+995CSkoLp06dbXT7WsKaO6XQ6dOvWTRiW9Ffq06cPOnbsiNGjRyMhIQHXr19HXFwcOnbsiFWrVj1UWF27dsXhw4eRlJSE7OxsTJo0CT4+PgBMNxSKi4vh5uaGDh06YOXKlaJ3hsLDw7Fy5Uq0a9fugUO//vYe2+vv5Vgzw4vZzZsGGjasgBQKJdnbm6ZU3b27bIaTnBwjjRpVSB4epvX+/iqaPFlDKpVpxhW9nqhfvwKyt8+j3r1NM5RkZhooPFxNDg551LSpijZs0NLrr2tEs141aqSkuXMrT5+4bVsJtW+fT/b2eeThoaSoqALKyBDPcpKYWEpDhhSQn5+K7OzyyNnZNFXk6tVaMlSYECU310iTJ2vI11dJUqlpBprWrVW0YEFxpSl8q5vlxzwbi3k2mcTEUqqKeRYss4ICIrk8j9avL5sZrOIsWEREx46VUliYmmQyU5qee66ALlwom9EiJqaQwsLEs8AQEaWk6CkyUk1yeR65uuZR9+6m6Vqr4+ampPnzi+ittzTk5qYkuTyPhg8vFOVJTo6RxowpJDc3Jclkpnz77LOyGXHMs+QcPizOi4qzYFmTNvNMT+Xzw1L4v/5qmsUpK6usoL/5xjRTUvH/ohYXV0JNmqjI0TGPevRQ07lzevrpJx25uuYJ8bJU/2bMKKLmzctmF8rONlBUlGm64Pr1lTR4cAFdv1523AfljyUVZ8EievA5aClvLLGm/lY3DW9FOTlG8vZWUvv2+aTRPHgWrOrOi/v3jRQVVUDOznnk7a2kBQuKyWAg6tvXdJ3Ytq3EYv3+8UdTfplnT9JqTTM1ubqa6tHw4YW0a5d4Nq2KqpoFq6o0bNpkmjmquml4K/r111KysckTZkB70CxYNjZ5lcIwS0rSU0SEmhSKsnr16adlcc/ONlBgoIrs7fPo/fdNdXjWrCJyd1eSQqGkkSMLSaUy0vz5RSST5dHkyRqL1+nSUqJ//auI/P1N11E/PxW98YZGmNmrpucf0YOv49acf/v368jNTUlOTnl04IDugb9Flri5udH8+fPprbfeIjc3N5LL5TR8+HAq+t+FzjwzzuHDh0X7lZSU0IwZM8jHx4dsbW2padOm9NFHH5GxwvzJeXl5ZGdnRwqFQpgqt/yxzbNgERF9/vnn5OPjQw4ODhQaGkqpqamimZqIiFJSUigyMpLkcjm5urpS9+7dhalgiYi0Wi2NHz+eXF1dydnZmYYPH067du0SZgOqyv79+6lVq1bk5OREgYGB9P3331NoaKgwY1FOTg6NGjWKPDw8yN7envz9/Wny5MmiaYYfFDdLs2BlZWVReHg4OTk5ka+vLy1YsIDmzJlDHTt2JKIHz4J15swZAkAHDhygfv36kaOjI7m7u9N7770nKotZs2aRu7s7KRQKGjlyJKlUKpo/fz7JZDKaPHkyERFlZ2dTVFQUubi4UP369Wnw4MF0/fr1KuORmJhIUqlUmFb5xx9/pJYtW5KDgwOFhITQ8ePHKTAwUJipyjwLVmmFC/XNmzdp2LBhpFAoyN7enjp16kS7d+9+qPKpqp4GBwfTq6++Knx/UB0rLi4mAKJ6WZ0HzYL1oPjk5OTQmDFjyM3NjWQyGbVu3Zo+++yzao/ZqFEjmjt3rmjZ/fv3KSoqipydncnb25sWLFhABoOB+vbtSw4ODrRt2zYiMtWDiufUd999RwCEvPwnkxA9zECPf6aiItMfDCz/ompkZAEaNJBg586/9qWo6nz7rQ7Dh2sqvR/w/5G7uwrTpskwb17N7rIzxtiTzt3dHdOmTcO8efMed1TY31xeXh7kcrnw5KykpAQNGjTA0qVL8cYbbzzm2DH2BLyELpEoH7zRX4TI9FLfwIEFyMkxYt06J3h5SbF3rw6//KLH3r3Ojy2ORPURFWWPli1Nf0l45Uo5GjWS4qmnbGBr+3jzrS6Zy6i8/y9pZ4z9My1fLsfUqbU7nJMxM7VajWbNmqFPnz54//33IZVK8cknn8DGxgZDhw593NFjDMAT0AGx1MCsa3Fxznj77SIMGVIIjYbQooUNvv7aCQMGmMYwP644OjgAe/e6YNIkDaKjCyGTSXD9ej24uDwZ+fa4/H9OO2OMMVYdV1dXHDp0CO+88w7Cw8NhY2ODoKAgHDp06J//XgH72+AhWIwxxhhjjLE687eaBYsxxhhjjDH298YdEMYYY4wxxlid4Q4IY4wxxhhjrM5wB4QxxhhjjDFWZ7gDwhhjjDHGGKsz3AFhjDHGGGOM1ZknpgOSkJCAgQMHwtvbG3Z2dnBzc8PgwYORlJRUadvCwkIsWrQIQUFBcHJygrOzMzp16oSlS5dCq9WKth08eDA6dOhQV8l44t27dw8SiQS7du2q1XBHjx6N8PDwarcZNmwY+vTpU+NjPOr+tcXd3R2LFi16rHG4cOECJBIJjh07BuDh8+bKlSuQSCT4+eef/6oo/i3VVdmWP85//vMf2NraWlzHGGOM/RM9ER2Q+Ph49O3bFw0aNMDmzZuRlJSEr776Cjk5OYiIiMDFixeFbe/evYuuXbtiyZIlePbZZ7Ft2zZ888036NGjB95//3307NkTarX6Maamdrz44ov4+uuvH3c0qlST+L322muYNm1ajY/5qPtfvHgRTZo0qfH+ZsuWLUP//v0fOZzyPD09cf369VoNs7zaSntdeVz1/68o2wfp3bs3Vq9eXafHZIwxxh6nx/6X0AFg1apVaNOmDbZs2SIs69SpEyIjIxEaGorExES0bdsWAPDmm2/i1q1bOHnypLAMAF544QWMHDkSvXr1wsyZM/Hll1/WeTpq0+nTpzFgwIDHHY0q1SR+ffv2faRjPur+p0+ffqT9zcaOHVsr4ZjduHEDubm5tRpmRbWV9rryuOp/bZetNdq2bSu6ljHGGGP/dE/EExCdTgedTldpuYuLCy5cuIDXX38dAPDHH39g165dmD17tsUf7G7dumHSpEnYvHkz8vLyHjoemZmZkEgkSExMFJZt374dEokEa9asEZZdunQJEokEp06dAgDExcWhU6dOcHFxgbu7OwYNGoTff/8dAPCvf/0LCoUCxcXFomN98cUXcHR0hEqlqhQPiUSCa9eu4eWXX0a9evWE5V999RXatGkDBwcHuLm5ISYmBjk5OdWmad26dfD394ejoyPCwsJET5PMjh8/jp49e0Iul8PZ2RkRERFC2iypKn62trb473//i4CAADg4OKBdu3ZISUkR1lccJrRhwwY89dRTkMvlcHd3x9ChQ3Hr1q0qj/so+y9YsABjx45FdnY2JBIJli9fXqO0A+IhMmvWrIGnpyeSkpLQtWtXKBQKNGvWDBs3bhS2Ly0txcyZM+Hv7w+ZTAY/Pz9Mnz4dOp0O8fHxaNy4MQCgadOmGDx4MAAgJSUFffv2hbu7O5ydndGlS5caD5eqKu0AoNFoEBMTAxcXFygUCrz99tswGAzC+tzcXLz00kvw9/eHXC5Ht27dEB8fX+3x9Ho9FixYgMDAQDg6OqJVq1ai8+e1115D48aNUVRUJCz7+OOP4eLiIsTRUv3avn07OnfuDGdnZzRs2BBvv/226LwaPnw4oqOjsWnTJgQEBMDFxQXBwcE4efKksE1iYiJ69uyJevXqwcXFBeHh4Th69KiwvuLwp1u3bmH48OFo0KCBUKdjY2OF9daU/4NUHIJVUUJCAhwcHISbKg/KX0tu3ryJ6OhoeHl5wdHREW3atKl0k+ZB15cDBw6Ihv0xxhhjNUZPgC+//JIA0NChQykpKYkMBoPF7eLi4ggAJScnVxnW/v37CQDt3buXiIiioqIoKCjI6rj4+fnRxx9/LHx//fXXyc/Pj0aOHCksW7duHdWvX58MBgMlJyeTRCKhuXPnUkZGBiUnJ1Pv3r2FY167do0kEglt375ddJzw8HAaMWKExTjcunWLANDKlSvp/v37RES0ZcsWkkgk9NFHH1FmZibFx8dTYGAgBQcHk9FotBjO0aNHCQBNnz6dMjMzaf/+/RQcHEwAaOfOnURElJmZSTKZjEaMGEFnz56ls2fP0qBBg8jFxYVu3rxpdfxiYmKoadOm9Mwzz1BiYiIlJiZS+/btqXXr1sJ+Q4cOpcjISCFuEomEvvzyS7py5QolJSVRz549KTQ0tMqyeZT9NRoNvfXWW+Tn50e5ublUXFxco7QTEbm5udHChQuJiGj9+vVkb29PAwYMoJs3b5LRaKT58+eTnZ0d3bp1i4iIFi5cSJ6ennTw4EH6/fffad++feTj40Pvvvsu6XQ62rFjBwGgM2fOkFqtpuLiYnJzc6OBAwdSamoqXbx4kd566y1ycnISwjx//jwBoMTExEp5Y03as7KyCAB16NCBVq5cSWlpabR06VICINRVg8FAwcHB1KJFCzpy5Ailp6fTlClTSCaT0fnz56vMn2nTppFcLqfNmzdTVlYWrVmzhuzt7WnDhg1ERJSfn0++vr40Z84cIiK6ceMGOTk50apVq4jIcv3avXs3AaA5c+ZQVlYW7d+/n3x9fWn06NHCcWNiYsjb25tee+01KiwspKKiInrmmWeEOlhYWEiurq702muvUXp6Ol28eJEmTZpEcrmc8vLyKpVtSUkJBQYGUlBQECUkJNDly5dp/vz5BID27Nljdfk/qA6tXLmSbGxsLK67fPkyNWjQgObOnWt1/loSGRlJYWFhlJycTFeuXKHVq1eTjY0NHTx4kIisu76cPn2aBgwYQBcvXqzyOIwxxpg1nogOCBHR4sWLycXFhQCQq6sr9e/fn9atW0cajUbY5tNPPyUAlJOTU2U4GRkZBIDWrl1LRA/fARk3bhwNGDBA+B4YGEgLFy4kX19fYVlMTAwNGzaMiEyNqZSUFCotLRXW//DDD6J49unTRxTm7du3SSqVCj/+FRUXFxMA2rRpk7CsQ4cOFBUVJdru8OHDBICOHTtmMZwJEyZQw4YNSa/XC8u2bt0q6oBMmzaN3N3dSafTCdsUFBSQTCajRYsWWR2/mJgYcnR0pHv37gnLNmzYQAAoPz+fiMSN5NWrV5Ojo6PouHfu3KGkpCSLx6yN/d955x1q3Lix8L0maSeq3AGpWAY3btwgALRv3z4iIoqOjq7UOcjIyKDMzEwiIvrpp58IAF27do2IiHQ6HZ07d06Ul2q1mgDQjh07iOjhOiCW0m7ugMyePVu0na+vL7399ttERHTgwAECQL/++quw3mAwUEBAAI0fP97icfLz88ne3p7mz58vWj5+/Hhq0aKF8H3fvn1kb29Ply5domHDhlGvXr2Ehq6l+tWtWzfq1auXKMzY2FiSSCRCZzEmJoZcXV2pqKhI2GbLli0EgDQaDaWnp4vyjIiotLSU4uPjhetM+bI1d3pSU1NFxw0LC6M+ffoQkXXlb4k1HZB79+5Ry5Yt6aWXXnro/K3I09NTOJ7ZyZMn6c6dO0RUs+sLY4wxVlNPxBAsAHjnnXdw584d7NmzB2PHjsXVq1fx2muvISAgAOnp6QAAIgIA0RCRqkgkkhrFIzIyEr/99huICHfv3sWVK1fw+uuv4969e8JLwomJicL7CK6urrh27Rr69++PZs2aoWHDhsI4cvMwsPHjx+PgwYO4e/cuAOC7776Dj4+P1bMWlZaW4ty5c+jWrZtoeUhICAAgLS3N4n7p6ekIDg6GjY2NsKxr166ibU6fPo3g4GDY2dkJy5ydnREQEFBluFUJCAiAm5ub8N3T0xMAUFBQUGnbiIgISCQS9OzZE+vXr8f169fh5eWFLl26WHWsR90fqN20t2/fXvh//fr1AQBKpRIA8Pzzz+PIkSMYMWIEdu3aBaVSicDAQLRq1cpiWHZ2dtDpdJgyZQpat24Nb29vtGzZEgBqNLSwOt27dxd99/T0FMorKSkJDg4O6NWrl7BeKpWiR48eVeZPWloadDodnnnmGdHyp59+GleuXEFhYSEAoH///oiOjsagQYOwf/9+fPXVV1Wes0ajESkpKRbDJCKcPXtWWNaiRQs4OjoK38uXRatWrRAQEICYmBgsXrwYZ86cgY2NDXr16gW5XF7puKdPn4ajoyOCgoJEy0NCQiqlv7ryrwmdTochQ4bA19cXGzZsEJZbm78VPf/88/j4448xY8YMHDlyBDqdDl27doWXl1eNry+MMcZYTT0xHRAAkMvlGDRoEFasWIGMjAz88ssv0Gg0mDlzJgDA19cXAKqdLSg7OxsA4O/vX6M49OnTB0qlEunp6UhISEBQUBDc3d3RuXNnJCYm4vr167hx44bQAdmxYwdefPFFdO3aFT/99BPS0tKwbt06UZgvvPAC6tWrh7i4OADArl278NJLL0EqtS77NRoNjEYjXF1dRctdXFwAWG7gm5eXb4wBpgZ2eWq1ulK45rCrCrcqTk5Oou/mBqW541heQEAATpw4gebNm2POnDlo2rQpunXrhuTkZKuO9aj7A7Wb9or5DJSle/To0dizZw+USiXGjBkDT09PDBs2TOiQVpSVlYWIiAhotVrExsbizJkzf9lL5JbKzBxvtVqNkpISODo6QiaTCZ9Nmzbh9u3bFsMzz0DXu3dv0T4vv/wyAODOnTvCtq+99houX76Mp59+Gs2bN68yjkVFRdDr9Zg/f74oTPM+5eNiqRwAU1nY2NggMTER0dHRWL9+PYKDg9GkSRN88803VabF2dm5UsfIUv2orvxr4osvvsCxY8eQm5sruuHyMPlb3po1a/DRRx/h6NGj6Nu3Lzw8PDBnzhzo9foaX18YY4yxmnoiOiB37tyxeOeud+/eGDJkiHAHLjw8HFKpFDt37qwyrF9++QUymQyhoaE1ikvDhg3Rpk0bHD9+HPHx8ejRo4dw7GPHjuHo0aNo3rw5mjZtCgBYv349IiIisHDhQgQEBKBhw4aVXji3t7fH6NGj8e233+Lu3btITEzEuHHjrI6Tk5MTbGxsKk0vbP6uUCiq3C8/P1+0rOJL7wqFwuK0xWq1uspwa0v79u0RGxuLu3fvIj4+Hra2thgwYABKSkrqZP+6TPugQYNw8OBB3Lt3D1u3bsVvv/2G8ePHW9x2x44d0Ov1iIuLQ3BwMLy9va166lfbFAoFZDIZ0tLSRJ8LFy7g119/rXIfAIiNjRXtc+7cOWRkZMDPzw+A6anGrFmz0LdvXxw+fBgHDx6sMh5yuRx2dnaYNm1apbhkZGRg6NChVqfJw8MDn3zyCX7//XdcvHgRffr0wUsvvWSxg6dQKFBQUFCpI1EX50abNm1w+vRp3LhxA3PmzBHFCXhw/lZkZ2eHqVOn4tSpU7h9+zbmzZuHzz77DCtWrKjx9YUxxhirqcfeAcnJyYGfnx+WLl1aaR0RITMzEw0bNgRgegISFRWFtWvXCsOyyktPT8fq1asxbty4R/rR7NOnD44fP46EhAT07NkTAITZcsoPvwIArVYrGnYEAFu3bhXibzZ+/HicOHECn3/+Obp16yYMqamOeX87OzsEBQXh+PHjovUnTpwAAHTu3Nni/gEBATh37hyMRqOw7PDhw6JtQkJCkJKSIpqFTKVS4dKlS1WGWzF+NZGUlCTE3zwMZuHChbh3716Vd3FrY//ycX6UtD+MPXv2CE/tnJycEB0djQkTJuD8+fMW46bVauHk5ASZTCasM8+89Ch5/rD7dunSBVqtFgaDAYGBgcLH0dFReBpZUVBQEBwcHHD37l3RPm5ubvDw8ICDgwMA0x3+rKwsxMXFYfr06Zg4cWKlO+3m+EqlUgQHB+P69euiMJs1awZ7e3thyNODXLt2DXv27BG+t2nTBmvXroWNjQ0uXLhQafuQkBBotVqcOXNGtPzEiRO1Wj8sGTBgADpYfj+MAAAgAElEQVR06ICVK1dixYoVOHToEADr87e8/Px8bN26FaWlpQAALy8vzJo1C6GhoTh//nyNry+MMcZYTT32DoiXlxemT5+ORYsWYeLEidi7dy9+++03fPfddxg0aBCOHz8uugO4cuVKeHp6IiwsDB999BESEhIQHx+PDz74AN27d0fLli2xZMkS0TEKCgpw4MCBSp8//vjDYpwiIyPxyy+/ICMjQ/jr3t27d0dWVhYOHTok6oB07doVhw8fRlJSErKzszFp0iT4+PgAME2lan4a0rZtW3Tt2hWffvrpA59+yGQyODo6IiEhAWlpacI0rvv27cNnn32G7Oxs/Prrr5g6dSp69eoljNWuaOTIkcjJycH06dNx/vx5fP/999i8ebNom8mTJ6OoqAivvvoqLl++jPPnz2PUqFFwdXWt8m8iWIrfwzpw4ACioqLw3Xff4erVq0hLS8OKFSvQpEkTq4bP1WT/+vXr486dO0hMTER2dnaN0l4Ty5cvx/Dhw3H06FFcu3YN8fHx+Pbbb4V3K8wN6H379iE9PR1du3ZFbm6uMNRp9erVSE5OhqenJ86ePVujP7RZMe3W6NOnDzp27IjRo0cjISEB169fR1xcHDp27IhVq1ZZ3MfV1RUTJ07E/PnzsWPHDiG9ffv2FfL02rVrmDdvHj755BO4ubnh/fffh1QqxezZswFYrl+zZs3C999/j8WLF+Py5ctIS0vDmDFjEBYWZvUQoRs3bmDo0KFYtmwZMjMzcfnyZSxatAhSqdTiE9N+/fqhTZs2mDBhAk6dOoWrV6/ivffeQ0pKCqZPn27VMR/VSy+9hKFDh+Lll1/G/fv3rcrfiqRSKd544w1MnDgRaWlpuHbtGuLi4nD69GmhDlpzfUlNTcXgwYORkZFRJ2lnjDH2D1bXb71XZfPmzdSzZ0/y9PQkW1tbcnNzo2effdbiTFG5ubk0efJk8vX1JalUSgCodevWtGDBAtEMOESmWbAAWPyUn2WnvPz8fLK1tRVNIUtE1K5dO5JKpcKUnURE9+/fp6ioKHJ2diZvb29asGABGQwG6tu3Lzk4ONC2bduEbZcuXUpOTk7CrFDV+fe//01yuZzc3NxIqVQSkWlWqcDAQLKzsyMPDw8aP368sK4qn3/+Ofn4+JCDgwOFhoZSamqqaDYlIqJjx45RWFgYyWQycnZ2pueee44uXLjwUPGLiYmhsLAw0TY//vgjARBmKSo/U1NpaSm999571KRJE7K3tycPDw+Kioqi9PT0Ko/5qPtnZ2dTYGAg2dvb0/vvv1/jtFuaBav8LGgFBQUEgL755hsiIsrJyaFRo0aRh4cH2dvbk7+/P02ePJlUKhUREen1eurXrx/Z29tT7969iYho1qxZ5O7uTgqFgkaOHEkqlYrmz59PMpmMJk+e/NCzYFVMu3kWrMOHD4u2Cw4OpldffVX4npOTQ2PGjCE3NzeSyWTUunVr+uyzz6rNn9LSUvrXv/5F/v7+ZGdnR35+fvTGG28I9T4yMpJ69Oghmj567969JJFI6JdffiEiy/V/27Zt1L59e1F5Z2RkCGFYUwe3bNlCQUFBJJfLydXVlUJDQ4Upu4nEZUtEdPPmTRo2bBgpFAqyt7enTp060e7du4X11pS/JdZOw0tEdO/ePfL29qYhQ4ZYlb+WJCUlUUREBCkUCqEcP/30U9E2D7q+mGdrKz+LGGOMMVYTEqJHGNPxBPj222+Fu8vm9zWeRESE0NBQBAcHV3n3mDHGGGOMsX+6v30HpKSkBO3atYNer8fKlSvRqFEjPPXUU9X+ZeG6VFxcjN9//x0rVqzAjh07kJ6ejkaNGj3uaDHGGGOMMfZYPPZ3QB6Vg4MD9u7di6ZNmyI6OhqRkZGVZqF6nC5evIigoCD89ttv+PHHH7nzwRhjjDHG/l/72z8BYYwxxhhjjP19/O2fgDDGGGOMMcb+PrgDwhhjjDHGGKsz3AFhjDHGGGOM1RnugDDGGGOMMcbqDHdAGGOMMcYYY3WGOyCMMcYYY4yxOsMdEMYYY4wxxlid4Q4IY4wxxhhjrM5wB4QxxhhjjDFWZ7gDwhhjjDHGGKsz3AFhjDHGGGOM1RnugDDGGGOMMcbqDHdAGGOMMcYYY3WGOyCMMcYYY4yxOsMdEMYYY4wxxlid4Q4IY4wxxhhjrM5wB4QxxhhjjDFWZ7gDwhhjjDHGGKsz3AFhjDHGGGOM1RnugDDGGGOMMcbqDHdAGGOMMcYYY3XmieiAFBYWYvz48WjQoAHq16+PkSNH4t69ewCAkydPQiKRQCaTQSaTwcvLCyNHjsTdu3cBAIsXL4ZUKoWtra3os23bNtExli1bBolEggMHDgjLfvnlF2F7GxsbSCQS4fuMGTMAADKZrFLYgYGBVqXrQXEbNGgQXn31VWF7g8GAkJAQLFy48JHjZs63tWvXCuFPmTIF8+bNAwAYjUa89957aNy4Mdzd3dGyZUusW7dO2DYpKUkIs/yxzYxGI2bPng0PDw/I5XIMGjQId+7cEdbLZDKMGDFC+L5r1y6Eh4dblW914fPPP8d//vOfxx0NxhhjjLH/d56IDsjrr7+O1NRUnDx5EpmZmSgpKcGoUaOE9TY2NtBqtdBqtTh37hzy8vIwffp0YX1ERAT0er3oU35/AIiNjYWtrS22bt1qcb8lS5agV69ewvdly5YJ28XHx4vCvnTpktVpqy5ua9aswXfffYcjR44AAD799FOUlJRgzpw5tRI3JycnLF++HERUKV6bN2/G999/j6SkJNy7dw+bN2/G1KlTkZSUBADo2rUr9Ho9jh07BgBC+GZLly5FXFwcDh06hKtXr8JoNGL48OGiYxw8eBA3b960Oq/q0tmzZx93FBhjjDHG/l967B2QgoIC7NixA4sXL0arVq3g6emJDRs24MUXX7TYcPby8sKQIUNw4cIFq4+Rnp6OtLQ0zJ49G7t370ZRUVFtJqHGGjVqhMWLF2PixIlITU3FwoUL8dVXX8HOzq5Wwm/cuDGcnZ3x008/VVp36dIltGvXDg0bNgQAdO/eHSdOnEDr1q2tCnv9+vWYMWMGOv4fe/ce1+P9/w/88e747nxUKR1Ekii8KUlOySzMhiIhG1ZoxOawxfiMOcwMw4yiIaev02YfZM1IDosQVg61SYyITiqpdz1/f/h1fXrXu3q/k3c7PO+3W7db7+vwej2v63pd1/t6Xtfrut5dusDKygqrVq3C6dOncfv2bWGaoUOHYt26dUrHvWfPHvTs2RORkZGws7ODg4MDvvvuO5lpFixYAAcHB7i5uSEmJgaGhoa4ceOGQuUPGjQIu3fvxieffAIrKytYWVkhIyNDGD9x4kQsXrwYX331FaytraGvr4/o6Ghh/KFDh+Ds7AxnZ2dMnz4dQ4cOxcaNGwEATk5OmDNnDlxcXLBixQqMGTMG9vb2uHjxokwMYWFhaNWqldLrhjHGGGPs767ZE5A7d+5AKpWiW7duwjBTU1NMnjwZIpGo1vQPHz7Erl270LdvX4Xr2LFjBzp06IDIyEgQEQ4fPtwksTeF0NBQtGrVCr169cL7778PDw+PJiu7rKwMM2fOxFdffVVrnL+/Pw4fPozp06fj7NmzkEql6NKlCwwNDRsst6ioCH/88Qe6dOkiDHN2doaenh6uXbsmDAsNDUVMTAyKioqUiltDQwNXrlxB69atkZWVhZ07d2Ly5MlCF6/Tp09j/fr1OHv2LK5evYrLly+juLhYbnuRJy4uDj4+Pli6dCmys7ORnZ2Ntm3bCuNdXFywY8cOXLx4EWlpaSgqKsJ7770HACguLkZISAhWr16NW7duoUePHoiPjxfq1tLSgpmZGbZu3YqPP/4YS5YswdixY2t1CTQyMoKFhYVS64Uxxhhj7J+g2ROQp0+fAgAMDAzqnKaiogLGxsbQ19eHi4sLevbsiRUrVgjjT548KTwjIhaLoa+vL4wjIuzevRvBwcHQ1dXF0KFDZbphKcLX11em/OXLlys8b32xAYBIJMI777yDkpISjBgxQqm4GoqNiBAYGIibN2/KJAYA0KdPH5w5cwZFRUUICAiAhYUFIiMjUVFR0WCdVXeQaiYrRkZGMsmGvb09+vbti5iYGKWXS1dXV3g+xtvbG61bt0ZiYiKAl93O+vXrBxsbG4hEIsyaNQuVlZVK11EXIyMjZGdnY/PmzTA2NgYAqKm93FUuXboEDQ0N+Pv7AwDGjBkj3EUCXm7Prl27wtLSEmKxGI6OjjA3NxfaeZUVK1bg8uXLTRYzY4wxxtjfRbMnIFVXgfPy8uqcRl1dHfn5+UhISIBUKsX7778PbW1tYXy/fv2EZ0RKS0tlToJPnz6NrKws4bmL0aNH4/jx47VOCOtz4sQJmfLnzZun8Lz1xQYAjx49wueff44pU6bggw8+kHnOoili09TUxNSpU7FmzZpadwi6d++OrVu34sGDBzh48CC2bNmCDRs2NFinmZmZsE2qKygoqJWUzJw5E2vXrlU6QbCwsJCJ19TUVGgjT548gZmZmTDO1tZWqbIbIhKJ0K5dO7lJcc26AdTqSqWjowM1NTVoaWkJ5TVlgsQYY4wx9nfW7AlI69atYWBggPPnzwvDysvLERISgtzcXJlpJRIJAgMDMX36dIXLj42NhZqaGjp37gxjY2OMHz8eUqkU+/bta7JleBUffPABgoKCsGHDBmhra8s8YN5UQkNDcejQIZkkLyYmBr///rvwuW/fvhgyZEitOyXyqKurw9HRUea5hlu3bqG4uBidO3eWmbZnz54wNTXF8ePHlYq5ZoKYm5sLU1NTAICxsTGePXsmjHvw4IFSZStCLBbLHV6z7tdVP2OMMcbYP1WzJyC6urp4//338fHHH+PmzZvIz89HaGgoMjMzhRPO6pYtW4aEhASFnuN48eIF9u/fj82bNyM/Px/5+fkoKChAWFiY0t2wXocff/wRZ8+exZIlSyASibBp0yZ8/vnnSE9Pb9J6zMzMEBgYiP/+97/CsLi4OEyZMkV4nXF6ejri4+Ph7e2tUJmTJ0/G2rVrcfXqVTx58gRz586Fn58fHB0da007c+ZMHDhwQKmYc3Nz8cMPPwAALly4gMzMTPTu3RvAy6Tml19+EV7VvH79eoWf/6hiaGgoPDBfVlaGwsJChebr0qULCgoKkJCQAODl64UfPXqkVN0A8Omnn8LOzg4FBQVKz8sYY4wx9nfW7AkIACxduhR+fn7w8fGBg4MDSkpK6jxhtbS0xPz58zFjxgzhWYTqv5lR9Tdx4kQcOXIEampqCAoKkilj+vTpOHfuHO7evatQfH379q1VvqLz1hVbYWEhpk6ditWrVwvdltzc3BAaGorJkyfLfQPYq8QWEREhc5IdHR0NBwcHdO7cGaamphgyZAimTJmCCRMmAPjf74BU/XZHzd8B+fDDDzF27FgMGDAA9vb2UFNTqzOpCwgIqPcZH3lcXV1x4sQJdOjQAaNHj0Z0dLTQXW/gwIEICAiAu7s7PDw8IJFIoKamplQSEhERgSNHjkBfXx+Ojo44evSoQvOZmJhg/fr1GD9+PDp16oTLly/Dy8tL6QTo2LFjGDJkCIyMjJSajzHGGGPs705Eip7pMqYi+/fvx3/+8x9cv35doelLSkqgp6eHR48eNcubpTw8PPDRRx8hMDBQoekLCwvRokULpKamyrx9izHGGGPs30Cj4UkYU7368uIXL16gU6dOWLlyJYYNG4adO3eiTZs2sLCwwLJly2SebalpzZo1td5Epqzg4GBYW1tj5cqVSEtLQ2pqKrp3767w/ImJiRgyZAgnH4wxxhj7V+I7IOwvZ//+/Vi0aFG9Pza5b98+zJ8/HxUVFTAxMcGGDRua9DdU6vPbb79h4sSJyMnJgZaWFubNmyd0XVNESkoK9PT04OTk9BqjZIwxxhj7a+IEhDHGGGOMMaYyf4mH0BljjDHGGGP/DpyAMMYYY4wxxlSGExDGGGOMMcaYynACwhhjjDHGGFMZTkAYY4wxxhhjKsMJCGOMMcYYY0xlOAFhjDHGGGOMqQwnIIwxxhhjjDGV4QSEMcYYY4wxpjKcgDDGGGOMMcZUhhMQxhhjjDHGmMpwAsIYY4wxxhhTGU5AGGOMMcYYYyrDCQhjjDHGGGNMZTgBYYwxxhhjjKkMJyCMMcYYY4wxleEEhDHGGGOMMaYynIAwxhhjjDHGVIYTEMYYY4wxxpjKcALCGGOMMcYYUxlOQBhjjDHGGGMqwwkIY4wxxhhjTGX+cgnIqFGjIBKJsHnz5iYr88mTJxCJRNi/f7/C84wdOxa9evVqshhY0/jtt98gEolw5syZVyonPDwcHTt2bKKo5Bs5ciQGDBggfDY3N8eSJUsAAOvXr4eGhsZrrR9QrB3XjJMxxhhj7HX6SyUg+fn5OHz4MNzc3LBt2zaV1r1hwwZMmDBBpXX+VQUEBOC7775r7jDksrGxwcaNG9G2bdvmDkVpq1atgr+//2utozHbLjQ0FBEREa8pIsYYY4wxWX+pBGT37t3Q1dXFV199hXPnziEjI0NldV+6dElldf3V/ZXXhYmJCcLCwmBlZdXcoSgtJCQEXbt2fa11NGbb+fn5YciQIa8hGsYYY4yx2v5SCch3332HwMBA9O/fH/b29tixY4fM+Bs3bkAkEuHkyZN4++23YW5uDktLS3zwwQeoqKgQptu0aRPs7Oygo6MDb29vpKam1ltv3759ERMTg23btkEkEiElJQUAoKGhgUOHDsHZ2Rna2tro1KkTkpOTZebds2cPunfvDn19fVhZWWHmzJl4/vy5MH7UqFEIDAxETEwMnJ2dYWBgAIlEgl9//bXemJKSktC7d2/o6urC1tYWc+bMwYsXLwC8vFtjaWmJw4cPw9LSErNnzwYA5OTkYPz48bCzs4Ouri569OiBU6dOyZSbnJwMPz8/mJubQ19fHx4eHvj555+F8SKRCHfu3MG7774LY2NjAIBUKsWiRYvQvn176OjooF27dti4cWO98QMvE8quXbvCwMAA5ubmeOutt/D777+/0rqp2QVLkTIePHgAf39/6OjowMrKCosWLapVbkPLuHv3bmhoaAhtAwDOnTsHNTU1HDhwoMF1Ach2waqpoqICgwcPhqurK/Lz8wEAly9fxhtvvAFzc3MYGhpi+PDhuHv3bp3ly9t2QMPtuGYXrOjoaHTs2BG6urowNzfHiBEjcP/+fWF8jx49uMsWY4wxxhqP/iJu3LhBAOj8+fNERDR//nxq3bo1VVZWCtOkp6cTAHJ3d6dz584REdHPP/9MAGjv3r1ERHT69GkCQLNmzaJbt27R0aNHSSKREADat2+f3Lrz8/NJIpHQ6NGjKScnh6RSKQUHB1Pr1q1p4MCBlJiYSImJieTm5kYuLi7CfN9//z0BoHnz5lF6ejodPXqUWrVqRWPHjhWmCQ4OppYtW1JoaCgVFRVRSUkJDRw4UKacmu7cuUMGBgY0YcIEOn/+PB08eJDMzc1p2rRpRES0efNm0tXVJV9fXzp69Cj98ccfVFFRQRKJhNq2bUsnTpygtLQ0Cg8PJ7FYTNevXycioufPn5OZmRkNGTKErly5QqmpqTR9+nTS09Oj+/fvExHR/fv3CQCtW7eOnj59SkREERERpKurS9u2baP09HTauHEjaWlpUXR0dJ3LcOHCBRKJRBQZGUk3btygCxcuUL9+/cjd3f2V1s3169cJACUmJipchq+vL9na2grrZdq0aWRlZUWurq7CNIos41tvvUU9e/akyspKkkql1KVLFwoICKgz1hEjRpCvr6/w2czMjBYvXkxEROvWrSN1dXVhXHh4OLVs2ZLu3r1LRERZWVlkaGhIb775Jl27do0uXrxIvXv3prZt21Jpaanc+uRtO0XacfU4T58+TSKRiDZv3kwZGRmUlJREvXv3Ji8vL2H6Dz/8kCIjI+tcbsYYY4yx+vxlEpA5c+aQs7Oz8DkjI4MAUEJCgjCsKgFZsmSJzLyOjo40e/ZsIiKaPHkyWVlZkVQqFcbv3Lmz3gSEiMjT05NCQkKEz8HBwaSjo0NPnjwRhkVHRxMAKigoICKiHj16UJ8+fWTKiY2NJZFIRPfu3RPKMTQ0pJKSEmGa7du3EwAqLi6WG8snn3xCFhYWMsuwfft2mjRpEhERRUVFEQD68ccfhfFxcXEEgE6ePCkMq6ioIGdnZ2G+srIyunbtmswyFRYWyiRwz58/JwAUExNDREQFBQWkpaVFCxculIlx0qRJ1LZtW/kr8//Pl5ycTOXl5cKww4cPEwB69OhRo9eNvASkvjKqTso3bNggjK+srKR27doJCYiiy/jnn3+SsbExbd26ldavX0/m5ubCssijaAKydu1aMjAwoCtXrgjTzps3j4yMjCgvL08YlpWVRWpqahQbGyu3vprbrmr9NNSOq8f5zTffkI6ODpWVlQnTZ2dnU1JSUp3LyRhjjDGmjL9EF6yKigrExsZi7NixkEqlkEqlsLe3h7e3N7Zv315rejc3N5nPJiYmyMvLAwCkpaVBIpFAXV1dGO/p6dmouJydnWFmZiZ8trCwAAA8e/YMlZWVSE5OxsCBA2Xm6du3L4gIV69eFYa1bdsWOjo6MvECEGKuKTk5GV27dpVZhnHjxiEqKkpmOi8vL+H/pKQkaGtro0+fPsIwNTU1+Pj4CN2GNDU1UVZWhvDwcLi4uKBly5ZwcnICAOTm5sqNJSUlBWVlZXKXMyMjA0VFRXLnMzQ0xJ07d+Dv7w9HR0dYWVkhJCSkVl3Krht56ivjxo0bAAAPDw9hvEgkkvms6DJaW1vjyy+/xNy5c7FgwQKsW7dOaBONdeTIEXz00Uc4cOAAOnfuLAxPSkqCh4eHTFcqW1tbODo6ynQDU0R97bim/v37QyQSoXfv3oiKikJmZiYsLS1l1hdjjDHG2Kv4SyQgP/30Ex48eIAFCxZAU1NT+Dt79iz27dsn80wFAJmTzSpEBODlSVXN8fr6+o2KS09PT+azSCQS6iopKYFUKsXChQshFouFvzZt2gAAHj58WG+81WOuKS8vr1bd8hgZGQn/FxYW4sWLF9DR0ZGJJyYmRoglPT0d/fv3R2lpKWJjY3H58uUGH1ouLCwEAPTr10+m3HfffRcAkJ2dLXe+vXv3IiAgAJ6enjh27BhSUlKwadOmWtMpu27kqa+MqpPs+tqEMss4ZswYlJaWQiQS4Z133lE4RnkqKysxZswYSKVSPHr0SGZcYWEhTpw4IROPWCzG77//LtO2FFFfO67J2dkZ58+fR5s2bTBv3jy0bt0aPXr0wIULF5RcOsYYY4wx+V7/DxEo4LvvvoO3tzfWrFkjM/zFixfo168fvv/+ewQFBSlUlp6eHgoKCmSGVT3U25R0dXWhqamJGTNmYOLEibXGW1paNrrsFi1aCCfFijIyMoJYLMaVK1dqjau6k7J3715IpVLs3r0bYrEYAJCVldVguQAQGxuLTp061Rpva2srd76oqCj0798fixcvFobVTCRVoerku742ocwyfvrpp7CxsUFZWRkWLVqEZcuWNTo2IsK3336LpKQkhIeHw8fHB/b29kJMvXr1kpu0GRgYNLpORbi5uSE2NhYVFRU4c+YMIiMjMXjwYNy/fx/a2tqvtW7GGGOM/fM1ewJS9dsfq1evRrdu3WqNHzBgALZv365wAuLs7Ixjx46hsrISamovb/DEx8crNK8yV93V1NQgkUiQmZmJ9u3bC8PLyspw//59oRtQY3Tp0gXr1q1DaWmpkCjs2LEDUVFRtd5qVcXDwwOlpaWoqKiAq6urMPzu3btCl5vS0lLo6ekJZQIvT7qB2ste9dnd3R3a2tp4/PixzHLm5ORATU2tzhPS0tJSWFtbywzbuXOn3LpeJ2dnZwAvu1n17NkTAFBeXo5Tp04J3ZIUXcbk5GSsWbMG8fHxKC0txdChQzFy5EhIJJJGxaauro6goCC88847iI+Px7hx43Dq1CmoqanBw8MD27ZtQ5s2baCpqSnMc/v2bbRs2bLecl9l/SYlJaGyshJeXl5QV1dHnz59sHjxYvTv3x/Z2dlCgsQYY4wx1ljN3gVr9+7dKC8vx/Dhw+WODwwMRHx8vMLdToKCgvDo0SPMmjUL169fx8GDBxX6UUMTExNcuXIFKSkpePr0qUJ1zZ49GwcPHsTy5ctx+/ZtpKSkYNy4cfD29pbbv15RoaGhKC8vR3BwMM6dO4cffvgBc+bMgYuLi5BU1TRgwAB06dIFY8eORUJCAjIzM7F792506dIFGzZsAPDyWZicnByhW9Y333yDCxcuwMLCAlevXkVhYSHEYjF0dHSQkJCAlJQU6Ojo4P3338fChQuxd+9e3LlzB6dOnYKfn5/wTIc8np6eiI+PR1JSEu7evYspU6YICUlycrLK7obY29vDy8sLy5Ytw08//YSUlBS8//770NLSEqYxNDRscBnLy8sxceJEjBkzBn379sWgQYPwzjvv4L333kN5efkrxSgWixEbG4tff/0VK1asAACEhYWhqKgIEyZMQEpKCtLT07FkyRK4urrW2R2q5rZrTFxxcXEYNmwYDhw4gD/++AMpKSn4+uuv4eDgADs7OwDA3LlzsXDhwsYvMGOMMcb+3Zrl0fdqPD09qV+/fnWOz8vLI01NTVq5cqXwFqz4+HiZaSQSCU2cOFH4vHr1arK2tiZtbW3y8vKiK1euyLzpSZ6jR4+SmZkZ6enpUVxcHAUHB5O3t7fMND/++CMBEN5wRUS0a9cucnNzIy0tLWrRogUNGzaMbty4IYxXtJyaEhISyMPDg8RiMdnY2NCMGTOEN0NVvQWr+humiIgePXpE48aNIzMzMxKLxeTi4kJfffWVzDSzZ88mc3NzMjIyoqCgIMrPz6eFCxeSWCymqVOnEhHRf/7zH9LV1SUzMzPKy8uj8vJyWrBgAdnZ2ZGmpibZ2trStGnThLcoyfP06VMaNmwY6evrU8uWLWnRovvGRzoAACAASURBVEVUUVFBfn5+pK2tTbt27WrUupH3FqyGyrhz5w75+vqStrY2WVhY0KeffkqRkZEyr6JtaBk/++wzMjU1pcePHwvz/Pnnn2RoaEiLFi2SG6syr+ElIlq6dClpampScnIyERElJyeTr68v6erqkqGhIfXs2ZOOHj1axxp/qea2U2T9VI+zvLycPvnkE3JwcJBp02lpacL8np6eMsvFGGOMMaYMEZEK+8MwxhhjjDHG/tWavQsWY4wxxhhj7N+DExDGGGOMMcaYynACwhhjjDHGGFMZTkAYY4wxxhhjKsMJCGOMMcYYY0xlOAFhjDHGGGOMqQwnIIwxxhhjjDGV4QSEMcYYY4wxpjKcgDDGGGOMMcZUhhMQxhhjjDHGmMpwAsIYY4wxxhhTGU5AGGOMMcYYYyrDCQhjjDHGGGNMZTgBYYwxxhhjjKkMJyCMMcYYY4wxleEEhDHGGGOMMaYynIAwxhhjjDHGVIYTEMYYY4wxxpjKcALCGGOMMcYYUxlOQBhjjDHGGGMqwwkIY4wxxhhjTGU4AWGMMcYYY4ypDCcgjDHGGGOMMZXhBIQxxhhjjDGmMn+JBKSoqAiTJk2CqakpTExMEBQUhCdPngAAfv31V4hEIojFYojFYlhaWiIoKAiPHz8GACxfvhxqamrQ0NCQ+du1a5dMHatWrYJIJEJcXJww7JdffhGmV1dXh0gkEj5/+OGHAACxWFyr7Pbt2yu8bPr6+tDQ0IBIJIK6ujo0NDSQkJAgE/uNGzeE6Tt27Iiff/4ZADBo0CCoq6tDW1sb7dq1w6JFi1BWViZMW19sX331FTp06IAXL14I00dERGDAgAEKxw683DYikQhnzpypd7qff/4ZDg4OSpX9qhSNTVk5OTkYMWIE9PT0YGZmhoiICEilUgD/a4/ffvutMH14eDjmz5/fpDHUZ/Xq1Vi/fr3S8+3fvx+dO3euc3xhYSGsrKxgZmYGc3PzVwmxlj179qBt27YywyIiIjB27FgAQGVlJT755BPY29vD3NwcTk5O2LRpkzDtF198UWs/9fX1FcaLxWKMHj1a+Lx//3706tVL+FxQUICQkBAYGxvD1NQUY8aMQW5ubpMu43//+19oaGg0aZnVXb16FS1btsS9e/deWx3K+vTTT2FlZQVtbe1Gtcnm9rqOIUDj99O/u19++QV2dnZNvn8xxv5Z/hIJSFhYGK5cuYJff/0Vt27dwosXLzBmzBhhvLq6OkpLS1FaWopr164hNzcXs2bNEsb3798fUqlU5q/6/AAQGxsLDQ0N7Ny5U+58K1asQJ8+fYTPq1atEqY7deqUTNk3b95UeNmKiooglUqhra2NEydOQCqVok+fPsJ4XV1drFmzps75//Of/6CgoAAxMTHYv38/3nvvPZnxdcU2Y8YM6Ovr4/PPPwcAnD9/Hlu2bMHmzZsVjr0qvvPnz8Pd3V2p+VThdcU2btw4FBYWIj09HQkJCTh8+DAWL14sjNfT08OaNWtARE1ar6KuXr36Wso1NDREdnY2jhw58lrKr8+2bdtw8OBBJCUl4cmTJ9i2bRtmzJiBpKQkAMCcOXMglUrx+eefC/vpiRMnZMo4fvx4nSfnkyZNQlpaGi5evIj09HSUl5dj3LhxTboMvXr1wtmzZ5u0zCoVFRUIDg7Gl19+CVtb29dSR2N89tlnyM7ORr9+/Zo7lEZ5nce317Wf/tX1798fw4cPx4wZM5o7FMbYX1izJyDPnj3D3r17sXz5crRr1w4WFhaIjo5GQECA3BM8S0tLDB8+HL/99pvCdaSlpSElJQVz5szB999/j5KSkqZchFfi7++Pffv2CXd85BGLxfD29sa2bduwa9cu3L17t8Fy1dXVsWXLFqxatQrJycmYOHEiFi1aBEdHR4Vjc3Z2hrW1Nby9vWt9mRYUFOCdd96BnZ0dPDw8ZE68nj17BicnJxw6dEgYNnXqVIwcOVLhug8dOgRnZ2c4Oztj+vTpGDp0KDZu3KhQbGFhYYiIiMC4ceMwYMAAuLi4KHximJWVhePHj2PlypWwtrZGx44dMXfuXERFRQnT2NvbQ19fH8eOHVN4eQDgzz//RLt27TBp0iQ4ODhg69ateOONN+Dq6orCwkJs27YNLi4uMvPk5uZCR0cHqampAF7eFdu9ezc++eQTWFlZwcrKChkZGcL0R48ehZubGxwcHODi4lIrmRCJRPjkk09gZ2cHOzs7bN++XeH4Hz9+jDFjxsDJyQkODg6YM2cOKioqlFoHdbl58yY6deoEKysrAEDPnj1x/vz5WuujPkOHDsW6detqDc/Pz8fBgwexbNkyODk5wczMDJs2bVLqrtWCBQvg4OAANzc3xMTEwNDQULhzmZqaCisrKzg5OcHb27vWvO3bt8eaNWvw9ttvo0ePHvDx8cGjR48Urht4eQEFQK0LK05OTpgzZw5cXFywYsUKjBkzBvb29rh48SLu3LkDbW1t/PnnnzLzdO/eHRs2bADw8m7f+PHjYWNjg1atWmH8+PEoLCwUpn348CFGjhyJdu3aoX379pgyZQqKi4sVilneHTcNDQ3cvHmzwX2hKdZbcx1DgIb304kTJ2Lx4sX46quvYG1tDX19fURHRwvj62pviqy3htS3TbOzsyESibBr1y60b98elpaWiIiIQGVlpTB/VFQUXF1d0aFDB7i5ueHAgQO16vj4449x6NAhpKWlyY0hLCwMrVq1Uihextg/U7MnIHfu3IFUKkW3bt2EYaamppg8eTJEIlGt6R8+fIhdu3ahb9++CtexY8cOdOjQAZGRkSAiHD58uElibwpGRkYYMWKETJeeukgkElhZWeHSpUsKld2pUyfMmjULffr0gZ6eHiIiIpSK7datW8jOzkaLFi1qjfviiy9QUFCAP/74A6dPn5bpwmBgYIA9e/YgPDwc2dnZiIuLQ1xcnMwXbH2Ki4sREhKC1atX49atW+jRowfi4+Nl2kN9sWloaGDv3r1YtWoVfv75Z0yePBnz5s1TqO5r165BTU0Nbm5uwjCJRIKHDx8KSWJZWRlmzpyJr776SqEyq2hpaSE9PR2TJk1CaGgolixZgmPHjsHY2BgnT57EqFGjkJOTg1OnTgnz7NixAxKJBK6urgCAuLg4+Pj4YOnSpcjOzkZ2drbQtamsrAxBQUFYvnw5MjMzsWDBAowbN04mkU9LS0ObNm2QlZWF7777DpMnT1b4pG7y5MnQ0dHBjRs3kJaWhvPnz2Pt2rVKrYO6+Pv74/Dhw5g+fTrOnj0LqVSKLl26wNDQUOEyQkNDERMTg6KiIpnhmZmZqKyshEQiEYaZmprCy8tLoXJPnz6N9evX4+zZs7h69SouX76M4uJioT26uroiOzsbiYmJcufX0NBAXFwc9u3bh19//RUmJiZKd82JjY1FcHBwrWOilpYWzMzMsHXrVnz88cdYsmQJxo4di127dqF169bw8/OTSZ6vXbuGGzduCF3fgoODoaenh8zMTGRkZCA/P1/mOPHee+/B3Nwct27dQkpKCtLS0mTuBjZWQ/sC8GrrrTmPIUD9+ykAuLi4YMeOHbh48SLS0tJQVFQk3N2ur70pst4aUt82repCmJCQgNTUVFy7dg379+/HwYMHAQBPnjxBREQEEhMTkZaWhu+//x6HDh2qdbHQ0tIS/fv3x549e+TGYGRkBAsLC4XXJ2Psn6fZE5CnT58CeHnSWpeKigoYGxtDX18fLi4u6NmzJ1asWCGMP3nypPCMiFgshr6+vjCOiLB7924EBwdDV1cXQ4cOlemGpQhfX1+Z8pcvX67kUtaNiBAREYFvvvlG5vmOuhgYGODZs2cKxzZy5EiUlJTg7bffhrq6epPFffLkSQQFBUFDQwNisRjjx4+XGS+RSDBnzhwEBwcjLCwMe/bsgbGxsUJlX7p0CRoaGvD39wfw8qpv1ZVxRQ0aNEj4gpNIJPjjjz8Umq+kpAT6+vpQU/vfrmFkZAQAwoktESEwMBA3b97EtWvXFI6p6uRHIpHA0tIS7du3h5qaGszNzfH06VOIxWJMnDhR5irtli1bEBYWplD5WlpayMrKwqBBgwAAAwYMQF5eHnJycoRp9PT0hBOd/v37w9bWVqEru/n5+fjxxx8xa9YsaGhoQFdXF1OmTMHu3bsVXv769OnTB2fOnEFRURECAgJgYWGByMhIpe6w2Nvbo2/fvoiJiZEZnpeXB+Dl81glJSXCFWlFr8CeOnUK/fr1g42NDUQiEWbNmiVzRVgRQUFB0NTUBKBce6xy7tw5+Pj41BouEonQtWtXWFpaQiwWw9HRUWhPADBt2jRERUUJzzBFRUVh9OjRMDIyQm5uLuLj4zF79mxoampCLBZj9+7dQlJZXFyMuLg4zJ07V3gOLzw8HN9//71SscvT0L5QpbHrrTmPIYowMjJCdnY2Nm/eLBwXq4459bU3RddbXRTdplOnToW6ujosLS3h7+8vJDdaWlogImzZsgV3796Fo6MjYmNj5V4s9PHxqfPYsmLFCly+fFnBtcUY+ydq9gSk6gBfdZIgj7q6OvLz85GQkACpVIr3338f2trawvh+/foJz4iUlpbKXAE9ffo0srKyhK4Lo0ePxvHjxxU6WFc5ceKETPnKXAlThKurKzp27Ig9e/bIPZBXl52dDRMTE4ViIyKEh4cjNDQUq1atQlZWVpPF/PTpU5k4TE1Na00TFhaGq1evwtnZGR4eHgqX/eTJE5iZmckMU/Z2fVXSALxsP4qeyFpYWODZs2cy0xcUFACAzNV4TU1NTJ06FWvWrGlwm1Wnrq4OTU1NqKmpQUtLC8DLk4qqE4wpU6bghx9+QHZ2NpKSkvDgwQMEBAQoXP727dvRs2dPeHh4YPDgwQAgc7JsZWUlE6+ZmZlCD4vm5eWBiODv7w8HBwc4ODhg7ty5MslwfUQiUa2rpJWVlTKxdO/eHVu3bsWDBw9w8OBBbNmyRegqpKiZM2di7dq1MstcdYyp6s6WkpKCnTt3Ijs7W6Eya7bHxjyD0dj2CLw8aSwpKYGlpaXc8To6OnW2p0GDBkFHRweHDx9GaWkpdu7cKSS0VXf0qt8B0NPTEy4GPXz4EABkrlRbWFgo3X2sLg3tC0Dj11tzHkMUIRKJ0K5dO7kX3hpqb4qst7oouk2rJ2umpqbC97OhoSESEhJw+fJldOvWDa6urti7d6/cuqytrRXexxhj/z7NnoC0bt0aBgYGOH/+vDCsvLwcISEhtU6MJBIJAgMDMX36dIXLj42NhZqaGjp37gxjY2OMHz8eUqkU+/bta7JlaAoRERFYvXq18IUiz4ULF1BcXKzwyfzGjRtRXFyMDRs2YPLkyQgNDW2qcGFiYoL8/Hzhc9UXW3WzZ8/GkCFD8ODBgzpvxctjbGxc68T2wYMHjQ9WCU5OTiAimW5uycnJsLW1rZVkhYaG4tChQ/Umz8pycHCAn58ftmzZgujoaISEhMgk2/WJj4/HggULsHPnTly4cEFuV8Oa+9TTp0/ldkGpydraGiKRCImJicjMzERmZibu3bun8AsZ9PX1a62nx48fC0lsTEwMfv/9d2Fc3759MWTIEKXuMAEvnx0xNTXF8ePHhWGOjo4wNDTE+fPnIRKJhDd9Kapme1RVW6yiTIIrb94pU6Zg48aNOHDgAFq3bi10d7W2tgYAmZPP/Px84VmFli1bAoDMHbScnByFT+RrnrQXFxc36Ul8fZrzGKIosVgsd/jrbG+KbtPqF+hyc3Nljn3du3fH7t278fjxY3z55ZcICQnB/fv3a9VFRK/Udhlj/2zNnoDo6uri/fffx8cff4ybN28iPz8foaGhyMzMlHtVfdmyZcKbiRry4sUL7N+/H5s3b0Z+fj7y8/NRUFCAsLAwpbthvW5vvvkmSktLZU7CqlRUVODSpUuYOHEiJkyYoFBXgj///BORkZH49ttvoa6ujoULF+LmzZvCw6yvqnfv3ti1axfKy8vx7Nkz7NixQ2b84cOHcfz4cWzYsAG7du3C9OnT5S6bPF26dEFBQYHwuuL9+/c32VXXhtjY2MDf3x/z5s3Do0ePcOvWLXz55Zdyu0GZmZkhMDAQ//3vf5s0hmnTpiE6Ohp79uyRmzQaGhri9u3bAF4+91H18OmDBw9gYWEBR0dHEJHwGtvqdwRzcnLw448/Anj5ZrQHDx7IfXC6Jm1tbbz11ltYsWIFKisrQUT48ssvZV6VWx8PDw+UlZVh586dKC8vR3JyMo4dO4YhQ4YAeNlnfsqUKcLrtdPT0xEfH69QbDXNnDlT5sFYHR0dhIWFITIyErdu3UJpaalSr13t2bMnfvnlF+GOwfr161V6YqWrqws9Pb1G7wPvvfcezp8/j88//1ymHevr62PIkCFYtWoVKisrUV5ejsmTJ2PlypUAXt4NGTRoEFauXAkiQklJCb7++muZ1x3Xx9bWFnfv3hUecN61a5dM18bXqTmPIVXq2k8b8jrbm6LbtKobY25uLo4dOya88jopKQmjRo1CWVkZRCIRJBIJdHR06nxes67vqk8//RR2dnbC3WXG2L9PsycgALB06VL4+fnBx8cHDg4OKCkpkftmDeDlw23z58/HjBkzhLdZVf89j6q/iRMn4siRI1BTU0NQUJBMGdOnT8e5c+cUepsU8PJqbM3yFZ236ndAXrx4AV9fX5nfAalOJBJhxowZtQ7ICxcuhLa2NoYNG4bBgwfjm2++USi2qVOnIigoSLhboquri/Xr1yMiIkLm6ldd5s6dK/SVz8nJwbBhw2BlZYXw8HBhvI6ODmxsbODj44PAwEChi839+/cRGhqKnTt3Qk9PD506dUJkZCRGjx6t0HMuVQ+bjh8/Hp06dcLly5fh5eUlfMk1FNur2rZtG0xMTODo6Ahvb28MHz68zm53ERERCp9YKOqNN96AhoYGPDw80K5dO7l1HjlyBPr6+nB0dMTRo0cBAMOHD4ednR3c3d3h5+cHLy8vDBw4EIMGDcKTJ08glUrh6emJ48ePo0OHDggODsbWrVuF3/xwc3ODlZUVBg8ejNzcXGEdVyVYmzdvRm5uLpycnODk5ITz589j2LBhCi1TixYtEBsbi6VLl8LIyAgBAQFYsGABBg4cCACIjo6Gg4MDOnfuDFNTUwwZMgRTpkzBhAkTAPzvd0AiIyORkJBQ63dAqgsICKjVtWXZsmUYPHgwvLy8YG5ujv3792P//v0KxT5w4EAEBATA3d0dHh4ekEgkUFNTE9qjj48PrKys4OPjg4qKCmG91fwtolfh7e1d50PuDTExMcGoUaPw559/1nqL1nfffYfc3FxYW1ujXbt20NfXl3kF+datW/Ho0SO4uLhAIpGgR48emD17NoCX3f2qlvXkyZPCG5+qXhDSrVs3jBo1Cp6enhg8eDCeP38OU1NTldwFae5jCFD3ftqQhtrbq6pvm1axtrZGly5d4ObmhpEjRwr7edWLUFxdXeHq6go/Pz+sWbMGNjY2tepJTEyU+S2e6qouPlTv5sYY+3cRUXP9mAFjSvDw8MBHH32EwMDA5g5FJfr27Ytp06Yp9fwHU42SkhLhjoSq3uSzfft2fPHFF7h+/XqjTkQXLVqEnJwcpZ+p+Sf5ux5DVNnenjx5ghYtWsh9hkYZjx8/hqOjIy5evFjrVdqFhYVo0aIFUlNTa/04KWPs3+P1/WwvY3KkpqZi9erVdY7v378/xowZg+DgYFhbW2PlypVIS0tDamoqunfvrsJIm8/+/fvx559/4u23327uUBheduXs1KkTVq5ciWHDhmHnzp1o06aNSl8jGhwcjC+++AK7du1CcHCwUvPeunULmzZtknm987/B6zqGLFu2rN7upGvWrJF5E6OyXqW9NVVsr3pdcunSpXjnnXfk/o5PYmIihgwZwskHY/9yfAeE/SX99ttvmDhxInJycqClpYV58+YJ3XH+yVxcXCASiRAbG4uuXbs2dzjs/9u3bx/mz5+PiooKmJiYYMOGDUq92a0ppKSk4M0338SFCxcUfhPX5MmTcfToUSxbtqzWq7L/6f7Ox5Dmam9Vd0BycnKErpnKOnnyJEJCQpCSkiL3Oc6UlBTo6enBycnpVcNljP2NcQLCGGOMMcYYU5m/xEPojDHGGGOMsX8HTkAYY4wxxhhjKsMJCGOMMcYYY0xlOAFhjDHGGGOMqQwnIIwxxhhjjDGV4QSEMcYYY4wxpjKcgDDGGGOMMcZUhhMQxhhjjDHGmMpwAsIYY4wxxhhTGU5AGGOMMcYYYyrDCQhjjDHGGGNMZTgBYYwxxhhjjKkMJyCMMcYYY4wxleEEhDHGGGOMMaYynIAwxhhjjDHGVIYTEMYYY4wxxpjKcALCGGOMMcYYUxlOQBhjjDHGGGMqwwkIY4wxxhhjTGU4AWGMMcYYY4ypDCcgjDHGGGOMMZXhBIQxxhhjjDGmMs2egIwdOxYikajev2+//RYZGRkQiUT4+eef6yzrt99+g0gkwpkzZ1S4BK/PyJEjMWDAgOYOgwEwNzfHkiVL/nV1V2mqfcvY2Fhm3zYyMoKXlxdWrlyJkpISmWn/zu2/KY9rjXX37l14enpCLBZjzZo1WL9+PTQ0NJq8nn8iRdre62if0dHREIlEkEqlTVru31lzfq+/jmPv69gPq8dZs3xVfH/8G8/P2Ktr9gTk448/Rnx8vPBnbW2NgQMHygwbOnSoQmXZ2Nhg48aNaNu2baPjCQgIwHfffdfo+ZubquK3sLBAZmbmK5WRmpoKBweHJoro9Vq1ahX8/f1VUlfNbajKuuvSFPtWlREjRuDkyZP45ZdfsHXrVnh6emLx4sXo1q0bHj16JEwXGhqKiIiIV66vOTTlca2xtm7dirS0NPz0008ICgpCv3798M0337xyuY3Z9//ux9XXZcOGDZgwYUJzh6GwpjjuK6spjz3/Bk21n9enMd/dvB1ZTc1+OczV1RWurq7CZx0dHbRs2bLWlaWMjIwGyzIxMUFYWNgrxXPp0iUMHjz4lcpoTqqIPysrCzk5Oa9czqVLl5ogGtUICQlRWV01t6Eq665LU+xbVVq1aoW+ffsKn0eMGIFp06bB29sbISEhiIuLAwD4+fk1SX3NoSmPa42Vm5sLe3t79O7dGwBgaWkpE1NjNHbf/7sfV1+Xv9MxsKmO+8pqymPPv0HNY8/r0Jh2y9uR1dTsd0CUVVxcjODgYBgYGMDIyAgzZ85ERUUFgNq3+O7du4fAwEBYWlpCR0cHHTp0wObNm+ssWyQS4c6dO3j33XdhbGwMAGjRogXWrFkDf39/iMViFBQUAAB2796Nrl27wsDAAObm5njrrbfw+++/C2WNGjUKgYGBiImJgbOzMwwMDCCRSPDrr78K0ygbX3JyMvz8/GBubg59fX14eHjI3PKUFz8A7NmzB927d4e+vj6srKwwc+ZMPH/+XBifmJiI3r17w9jYGAYGBujVqxdOnz4tN4ZTp07B3t4eANC6dWu8/fbbAIAXL15g9uzZsLW1hZaWFuzt7REZGVlnV4JFixYhJCQEd+/ehUgkwieffAKRSITExESZuEUiETZu3CgMu3nzJkQiES5evAgA2LJlCzp06ABtbW2YmZkhODhY5ip6TRs3boSFhQVOnToFd3d36Onpwd3dHVevXsW2bdvQrl07GBoawt/fX+bLtuZt7M2bN8Pe3h46Ojro16+fENf//d//AXh5ZdPS0hKHDx+GpaUlZs+e3ehtWLPu+/fvY9SoUTA1NYW2tjY6deqE2NjYWsuYlJQET09PGBkZwdHREVu3bhWmKS8vx0cffQQ7OzuIxWLY2tpi1qxZKCsrk7veau5bitShDCcnJ3z22Wc4fvw4fvvtNwC1u7g8fvwY48ePh42NDXR0dNCuXTt8/fXXwvgbN25AJBLh5MmTePvtt2Fubg5LS0t88MEHwjECAM6ePYsuXbpALBbD1dUVcXFx6NWrF6ZOnSozTe/evaGrqwt9fX30799faHOvQ33HNQDIycnB+PHjYWdnB11dXfTo0QOnTp2qs7xevXph/fr1SE1NhUgkwvLly2t1zZB3bKuvXdS17zekruOSsvsuAFy+fBlvvPEGzM3NYWhoiOHDh+Pu3bvCeEXaZUVFBT799FO0bdsWOjo6aNWqFaZNm4bi4uJacW/duhWtW7eGWCxG9+7dcfny5TpjU3Yb9e3bFzExMdi2bRtEIhFSUlKEcbdv34a3tzfEYjGsra1r3T1qaD0oG195eTnc3NwwcuRImXkGDRqErl274sSJE3K3vVQqxaJFi9C+fXthn6x+vAZeJr5ff/01PvroI7Rq1QpGRkYYOnQosrOzhWmio6PRsWNH6OrqwtzcHCNGjMD9+/cByO+609D+qcj3b2M0dOxVJLaaKioqMHjwYLi6uiI/P1/pY3NNDXXxSkhIgLa2tnCuocg2rK7md/eaNWuEcU15fhYXF8ddtv7p6C+mTZs2FBISUmt4eno6AaDOnTvTunXrKCUlhb744gsCQHv27CEiouvXrxMASkxMJCIiX19f8vb2pgsXLlBGRgZ98803pK6uTsePH5db9/379wkArVu3jp4+fUpERNbW1uTi4kJz5syhc+fOUXl5OV24cIFEIhFFRkbSjRs36MKFC9SvXz9yd3cXygoODqaWLVtSaGgoFRUVUUlJCQ0cOJBcXFyEaRqKb8SIEeTr60tERM+fPyczMzMaMmQIXblyhVJTU2n69Omkp6dH9+/frzP+77//ngDQvHnzKD09nY4ePUqtWrWisWPHEhFRUVERGRoaUmhoKKWlpVFqaipNmTKFdHV1KTc3t9Y6Kisro7179xIAunz5MhUWFhIR0XvvvUempqa0Z88eysjIoNjYWDIwMKCZM2fKXdfFxcU0ffp0srW1pZycHHr+/DnZ2trSsmXLhGnCwsLI1taWgoKChGGbNm0iExMTqqiooO3bt5NIJKKlS5fSrVu36NSpU9S+fXuSSCRUWVkpt96oqCjScJhHSQAAIABJREFU0tKi0aNHU15eHuXl5ZGzszM5OjrShAkTqKSkhO7fv08tWrSguXPnCvOZmZnR4sWLiYjowoULBIA++OADunHjBm3fvp06d+5MAGjfvn1ERLR582bS1dUlX19fOnr0KP3xxx+N3obV637x4gW1b9+e3N3dKSEhgW7fvk0LFy4kAPTDDz/ILOPgwYPp3r17VFlZSQsXLiRNTU2hnsWLF5OFhQUdP36cfv/9dzpy5AhZW1vTxx9/LHe91dy3FKlDHiMjI5oxY4bccQ8ePCAAtH79eiKSbf9ERIMHD6Y2bdpQQkIC3bp1i7Zs2ULq6up06NAhIvrfMcLd3Z3OnTtHREQ///wzAaC9e/cS0f/2o969e9OVK1fo1KlT1LlzZ7K2tqZp06YREdGtW7dILBbT6NGj6erVq3T16lV66623yMDAgO7du1fnstXnVY5rFRUVJJFIqG3btnTixAlKS0uj8PBwEovFdP36dbn15efn08SJE6l9+/aUk5NDJSUltG7dOlJXVxemkXdsq69d1LXvN0Rem27MvpuVlUWGhob05ptv0rVr1+jixYvUu3dvatu2LZWWlhKRYu1y5cqVpKWlRXv27KHbt2/TTz/9RDY2NjLtcsSIEWRjY0O+vr50+vRpSkhIoI4dO1KrVq3oxYsXwjRV7bOx20gikdDo0aMpJyeHpFIpRUVFkYaGBvXr14++//57unTpEo0ZM4Y0NDSE+BVZDzUpEt/FixdJXV2d4uLiiIjowIEDpKmpSSkpKXVu+4iICNLV1aVt27ZReno6bdy4kbS0tCg6Olqo28bGhmxsbGjr1q1UXl5O9+7do5YtW9KUKVOIiOj06dMkEolo8+bNlJGRQUlJSdS7d2/y8vIiotrHHkX2T0W+fxWh7LFXkdhq7ofh4eHUsmVLunv3LhEpf2yuGWfN8quPu337NpmamlJkZKQwXpFtWJ287+7XcX526dIlGjx4MKWmpiq6udjfzN8uAZkzZ47M8FatWgknuTUbuIWFhbDjVfn1118pOztbbt3Pnz8nABQTEyMMs7GxIYlEIjNdQUEBJScnU3l5uTDs8OHDBIAePXpERC8PgIaGhlRSUiJMs337dgJAxcXFCsVX/QuurKyMrl27Rk+ePBGmLSwsrHVyVTP+Hj16UJ8+fWTqiI2NJZFIRPfu3aO0tDSZdUZEVF5eTqdOnRLirOnYsWMEgO7cuUNERE+ePCENDQ1avXq1zHSRkZGkp6cnfGHXNHfuXLK3txc+T5gwgQYPHix8bt++PS1evJhatWolDAsODqaRI0cSEVHnzp1p2LBhMmXGx8cTADpz5ozcOqOioggAXbp0SRg2c+ZMAkCPHz8WhgUEBNAbb7whfK5+EJ82bRpZWlqSVCoVxi9evFgmAamq58cffxSmaew2rF53VUJ55coVmeXy9vamAQMGyNRdfR1kZWURADpy5AgREQUGBsqc3BMR3bhxg27duiV3vclLQBqqQ576EhAiIk1NTZo/fz4R1U5A0tPT6Y8//pCZvmvXrsKJTNUxYsmSJTLTODo60uzZs4mIaN++fQRA5kstMTGRAAgJSEREBJmbm1NZWZkwzbNnz0gsFtcqW1GvclyLi4sjAHTy5ElhfEVFBTk7O9OkSZPqrHPatGnk6uoqfK55YiLv2NZQu6i57ytCXptuzL47b948MjIyory8PGFYVlYWqampUWxsLBEp1i4fPnxI165dkyl71qxZMienI0aMIC0tLZmLMMePHycA9NNPPwnTVK2rxm4jT09PmXZRFf/Ro0eFYRkZGTInuYqsh5oUjW/27Nnk5OREeXl5ZG9vT59++qkwrua2LygoIC0tLVq4cKFMXZMmTaK2bdsKn21sbIRjU5X33nuPunfvTkRE33zzDeno6Mjsb9nZ2ZSUlEREtY89iuyfinz/KkLZY68isVXfD9euXUsGBgYyZSp7bK4ZZ10JyJMnT8jJyYnGjx8vjFN0G9ZU87tbFedn7J/nb9cFq2fPnjKfLSws8OzZM7nTDh06FMuWLcOHH36IEydOoKysDJ6enrC0tFSqTi8vL5nPhoaGuHPnDvz9/eHo6AgrKyuhn35ubq4wXdUt/iomJiYAgLy8PKXj09TURFlZGcLDw+Hi4oKWLVvCycmpVp3VVVZWIjk5GQMHDpQZ3rdvXxARrl69inbt2sHZ2RnBwcFYvnw5Ll++DHV1dfTp0we6uroKrZ+rV69CKpWiR48eMsO7deuG4uJipKenK1SOr68vzp07ByLC48ePkZGRgbCwMDx58kR48DExMRF+fn4oLy/HtWvX5NYJQKY7gzzOzs7C/4aGhjAzM0OLFi1khlV1t6vp5s2b8PLygrq6ujDsnXfekTtt9bbTmG1Y06VLl6CjowN3d3eZ4d26dau1zG5ubsL/8treiRMnMHr0aOzfvx95eXlo37492rVrp1AcitShLCJCRUVFnd0H9PX1sXbtWri7u8Pa2hpWVla4fv16rXVXPaaquKpiunnzJoyNjdGhQwdhfK9evWBubi58vnTpEiQSCTQ1NWXqdnZ2brBdNVZ9x7WkpCRoa2ujT58+wng1NTX4+Pi8cjw1j21N1S7q09h9NykpCR4eHjLduGxtbeHo6KhU2zc3N8exY8fQo0cP2NrawsrKCps2barVjjp27CjMC/xvXd28eVNubE25jaq3BwsLCwCQaQ+Krgdl4/vss88gEong6ekJQ0NDREZG1hljSkoKysrK5H6/ZGRkoKioSBhW3z7Zv39/iEQi9O7dG1FRUcjMzISlpSU8PDzk1qvo/tnQ96+yFDn2KnPsOHLkCD766CMcOHAAnTt3Foa/jn2wrKwMw4cPR6tWrRAdHS0MV2YbKqI5zs/Y39ffLgHR09OT+SwSiUBEcqfduHEjli5ditOnT8PPzw8tWrTAvHnzlH7FoZGRkcznvXv3IiAgAJ6enjh27BhSUlKwadOmWvNVP/hVVxWvMvGlp6ejf//+KC0tRWxsLC5fvtzgg2AlJSWQSqVYuHAhxGKx8NemTRsAwMOHD6Guro7ExEQEBgYiKioKEokEDg4O2LFjh0LrBgAKCwsBvDxpr87AwAAA6jwA1TRgwADk5eUhLS0NCQkJcHd3h7m5Obp3747ExERkZmYiKysLfn5+KC4uRmVlZaPr1NbWlvksFotrTVNXu3r69KlQTxUzMzO501ZvO43ZhjUVFhZCX18fIpFIZriBgUGtZZbX/qqWaezYsfjhhx+Ql5eHcePGwcLCAiNHjsTjx4+Viqe+OpSVkZGByspK2NnZ1RpXXl6ON954A/Hx8Vi1ahUuXLiAlJQUdOnSRamY5G07QHb7FRYW1mpXgPx13FTqO64VFhbixYsX0NHRkdmPY2Ji8PDhw1eqt+axranaRX0au+8WFhbixIkTMutALBbj999/r7Ue6msDH3zwARYvXozw8HCcPn0aKSkpmDx5cq3pa66bqm1U81mRqtiachtVbw9V+3r19qDoelA2PrFYjHHjxuH27dsYN24ctLS06oyx6rjfr18/mTLfffddAJB5xqO+7eHs7Izz58+jTZs2mDdvHlq3bo0ePXrgwoULddaryP7Z0PevshQ59ioaW2VlJcaMGQOpVFrruafXsQ+uXbsWZ86cQU5OjsyzZcpsQ0U0x/kZ+/tq9rdgvU6ampqYMWMGZsyYgUePHmH79u2IjIyEhYUFZs2a1ehyo6Ki0L9/fyxevFgYVv2h7tcR3969eyGVSrF7927hZDkrK6ve8nV1dYU6Jk6cWGt81ZWGFi1aYOXKlVi5ciXS0tKwatUqjB8/Hh06dIBEImlwOaq+qKsOZlWqPtf8Iq+LlZUVOnTogLNnz+Lq1avw8fEB8PIK9ZkzZ0BEaNOmDVq3bo3y8nKoq6u/cp2NIRaLa/1mhSJ3MBqzDWsyMjLCs2fPQEQyX4SFhYVKL/Nbb72Ft956C8XFxThy5AgiIiIwadIkHD58WKlymsrevXuhpqYGX1/fWuOSkpJw7do1nD59WmgXwMsHa1u3bq1wHfK2HSC7/YyMjGq1K+DlOra2tla4rqZiZGQEsViMK1eu1BpX/S5cU3nd7UJPT69R+66RkRF69eol92KPvKRSnoqKCmzduhXz58/H2LFjheHy7nbWTDSqrgbr6+vLjU1V26gx60HR+B48eIAvv/wS/v7+WLZsGcaNGwcrK6s6ywSA2NhYdOrUqdZ4W1tbhZYHeHmHJDY2FhUVFThz5gwiIyMxePBg4UH0mvU2x/6pyLFX0diICN9++y2SkpIQHh4OHx8f4SF/oOn3wQ4dOmDjxo3o06cP5s2bJzw43pTbUFmv6/yM/X387e6AKKqgoAA7d+5EeXk5AAhvIvLy8sL169frnbehKySlpaW1rnjv3LlToXkbG19paSn09PRkrtRXvX2jZp1Vn9XU1CCRSJCZmYn27dsLf46OjtDS0oKJiQnu3LmDH374QZi3Q4cO+Pb/tXfnUVFcaf/AvwXYNlsjIHQDAREEWlBBQUDRJIpLixMZhbgTHRmXqEl0FJl4oozR8cVxsgzJGGPyGiVRYtAkBjEuwWVccH3FxDFxQ0VlkVUQDKTh+f3BoX42S3dhI2h8PudwDvTtqnruVl2369Zl/XqYmpqKqxG1pOE4/v7+MDMzw7Fjx3TSMzMzYWNjI04z0rePBsOGDcOxY8dw+PBhcfnQhlW5GqZfAfUnL39//2aPCQD9+/fXG7sxvLy8cPr0aZ3Yv/nmG4PbPUodNhYUFIRff/21yWo8mZmZrcrzzp07xWltlpaWGD9+PGbOnGmwbzwuWVlZSExMxIQJE5q9A/Lrr78C0L1TkZmZievXr7fqG00vLy8UFxfrrFh37NgxnRXPgoKCcObMGZ1VZ8rKyvDLL7881nbVkuDgYPz666+ora3V6ccNKzi1Jant4lG+RW7Y5lH7bnBwMK5cuQJPT0+dcjAxMYGTk5OkGGpra6HVanXaUUVFBb777rsmebpw4YLOwKRhJaPmljg1po5aW5aPUg5S45s7dy769u2LtLQ0qNVqvPrqqy3G6+/vj86dO+Pu3bs6+2yYztr4LnNLTp48KdZ9w/TflStXoqioqNlv4Duqf0o590qNzdTUFJMmTUJiYiJcXFwQExODuro6AI/n3Dx69GgEBATggw8+QFJSEvbt2wfAuDp81DtJgHHXZ+z343c7ADExMcG8efMwa9YsZGVl4fr160hJScHZs2d15sE+TC6Xw9zcHIcPH0ZWVpbYORoLCQnB/v37cfLkSdy8eROvvvqq+O3GmTNnJN0NaW18ISEhKCwsFG+Zr1u3DqdOnYKjoyPOnz+P8vLyZuOPi4vD119/jcTERFy+fBlZWVmIiYlBWFgYKioqkJOTg6ioKLzzzju4dOkSLl++jFWrVsHExKTJ/PAGDXNp09PTcfHiRdjZ2WHGjBn4n//5H+zcuRM5OTlITk7Gv//9byxYsKDFOf22trbIz8/HkSNHxCUkw8PDceDAAfz8888YNGgQgPp5pVeuXMG+fft0/jfE4sWLkZ6ejnfffRc3b97EwYMH8cYbb+CFF14Q55M/Di+//DJycnKwfPlysd6kfDP1qHX4sFGjRsHX1xczZ87E6dOnkZ2djaVLl+LMmTOt+tbo/fffx4QJE/Cf//wH169fx6FDh/DVV1+12Dfa0u3bt3Ho0CEcOnQIu3btwuLFizFo0CB4enriww8/bHYbf39/yOVyJCUlIS8vD/v27cP8+fMxYsQIXLp0SfL0hNGjR8Pc3BxvvPEGfvnlFxw7dgyLFi3SuXCbO3cuqqqqEBsbi8uXL+Onn37C5MmToVAoxGe9ampqEBoa2i7/XG/YsGHo27cvpk6disOHD+PGjRtISUlB37598e9//7tNj2WoXTTu+0D9P4ycPXt2i/tsrk0/St+dM2cO7t+/j+nTpyMrKwtXrlzBqlWr4Ofn1+J0ncZkMhkCAgKwefNmZGdn48cff8Qf/vAHREREoKSkBJcuXRKngCgUCsTGxuLixYv46aefsHTpUri7u4vnpYc9ah3Z2tri3LlzyMrKQnFxsaQ8PEo5SIlv27Zt+P777/HRRx/BxMQE69evx65du7Bt2zYxVuD/171CocCsWbOQkJCAbdu2ie1l+PDhrfrfRXv27EFkZCR27NiB7OxsZGVlISkpCe7u7s1+GSGlf0px+vRphIaGSl5eW8q5t7WxyeVyfPHFFzhx4gTWrFkD4PGem1955RVERUXhT3/6E4qLix+5Dpv77G4NKdc/586dwx//+Ef8/PPPj5xf9oR7zA+5t5qh1WL279+v83pgYCDFxsYSUdNVFk6ePElDhw4lGxsbksvl1LNnT/rnP/+p9/grVqwgCwsLsre3p9LSUnJxcdFZso6IqLi4mCIjI8nKyoqcnJzob3/7G9XW1tLw4cOpc+fOtHXrVpoyZQqFhYXpbJeWlkYAxOX4DMXXeBWguLg46tq1K9nY2NCkSZOorKyMEhISSC6X09y5c5uNn4ho69at1KdPH5LJZOTg4ECRkZH0888/i/tNTk4mf39/srCwIIVCQQMGDKBdu3a1WEZarZZGjRpFMpmMhgwZQkT1SxQuWrSInJ2dyczMjLp3706rV69ucUlNIqKbN2+SWq0mmUwmrrZy7949MjMza7JcYu/evcnExKTJ0sCffvopqdVq6tSpEzk4ONCf//xnndVhGmtYZebhFcwSEhLIxcVF532xsbEUEhIi/v3wKiNERKtWrSJHR0eysrISl9XFQ6teNXccokerw8bHvnXrFkVHR5ONjQ3JZDLq168fffvtt3rzWFFRQQDo888/JyKigoICmjx5Mjk4OJBMJiM3NzeaO3culZWVNVtuLa2Cpe8YzbGxsSEA4k/nzp3Jz8+P3n77bbp//77Oexu3/5SUFHJ3dydzc3MaPHgw/fjjj/T999+TQqEgPz8/SecIovp+6OXlRZ07d6agoCA6duwYqdVqWrRokfieo0ePUlhYGMnlcrKysiKNRkMXLlwQ0xtWdmq8iktLjDmvEdXXV0xMDNnb24vninfffVfvMaWsgtX43GaoXTTX98PCwmjw4MF6Y2nuvNTavktEdObMGQoPDxfPVQMHDtRZMUpKu8zKyqLAwECSy+WkVqtp+/btdOvWLfLw8CBra2u6fv06jRkzhsaNG0fr168nNzc3kslkFBISorN6VuP2+Sh1tHv3brK3tydLS0vas2eP5H5lqByaoy++oqIicnR0FFega7B48WJycHAQlwluXPe//fYbLVu2jNzc3KhTp07k6upK8+bNo3v37on7aK6dLVq0iDw9PcV9LF26lNzd3XU+oy5evEhETc89RIb7p5TP34ZV1zIyMloss9aee6XE1rgfEhGtXr2aOnXqRGfOnGn1ublxnPqW4SWqr2snJycaN24cEUmrw8Yaf3Y/juuzhlXXHq539vsiEBlxH42xZxARoaCgQGdudMM/c7xw4cJj/y+0z4qxY8eisrJSnC7QVkpKSmBhYSFOhauuroadnR3+8Y9/YN68eW16rGfBhQsXkJCQgB07dnR0KIy1SnR0NBISEpp9/oEx9nj9bqdgMfa4/Oc//4GTkxNWrlyJK1eu4Pjx4/jLX/6C4OBgneVd2aOpqalBVlYWsrKy2vyh0vLycnh4eGDq1Kn48ccfceHCBcyaNQumpqaIiopq02M9K5KTk6HRaDo6DMZa5e7du7h48SJ/YcRYB+E7IIw9gs8//xxr167F1atXYWtrixdeeAFr166Fi4tLR4f21MvOzoaXlxfc3d2xffv2ZpfaNcapU6cQHx+Ps2fPwtTUFP7+/khMTGzyfykYY4wx9njwAIQxxhhjjDHWbngKFmOMMcYYY6zd8ACEMcYYY4wx1m54AMIYY4wxxhhrNzwAYYwxxhhjjLUbHoAwxhhjjDHG2g0PQBhjjDHGGGPthgcgjDHGGGOMsXbDAxDGGGOMMcZYu+EBCGOMMcYYY6zd8ACEMcYYY4wx1m54AMIYY4wxxhhrNzwAYYwxxhhjjLUbHoAwxhhjjDHG2g0PQBhjjDHGGGPthgcgjDHGGGOMsXbDAxDGGGOMMcZYu+EBCGOMMcYYY6zd8ACEMcYYY4wx1m54AMIYY4wxxhhrNzwAYYwxxhhjjLUbHoAwxhhjjDHG2s0TMwApLy/HmDFjYGdnB2tra3Tv3r2jQ2rWW2+9henTpzd5/cSJExAEAWVlZR0Q1ZPpvffew4cffmjUPoKCgrBq1Sqd17Zv346AgACj9vu4eXl5dXQIvzvnzp1DdHS03vcsXrwYw4YNa6eIWmfXrl0wMzPr6DCakFKuzXnxxRdhZmYGMzMzCIIAU1NT8e979+5J3s+TWC4ajUYnPw0/d+7ckbyPtjj/GeNJLFfGGGvwxAxAUlNTcfXqVdy4cQMVFRW4fv16R4fUKr169UJmZiasra07OpQnxvnz543ex6ZNm/CnP/2pDaJpPzdu3EBpaWmb7Y+I2mxfTzMp7en111/HBx980A7RtN6gQYNw7Nixjg6jSXt61H566NAhaLVaaLVaWFpaIiMjQ/zbxsZG8n7aslzasq+sWLFCzE/Dj4uLi+Tt2+L8Z4wnpb0xxlizqIPl5OSQUqkka2tr6ty5MymVSlIqlTRy5EjxPTNmzKC3336b3nnnHXJyciJLS0v65JNPxPTNmzdTr169yMfHhwIDA+mHH34Q03r06EFxcXGkVqspMTGRJk2aRG5ubnTq1ClJ8V24cIECAwOpe/fuNHLkSIqNjaVp06aJ6X/+859JqVSSo6MjAaDS0lKd7dPT06l3797UrVs3UqvVtGvXLjEtJSWFhg4dSkuWLCGNRkM9evSgdevWienl5eUUHR1Nbm5uFBwcTB9//DE5OjqK6bm5uRQVFUVeXl7k4+NDc+bMofv370vKFxHRuXPnaMiQIaRUKql79+60atUqnXR95Tp79mx64403aOrUqRQeHk5qtZqOHj0qpo8cOZJkMhlZW1uLdXrlyhUx3VCdTp8+nZRKJcnlclq5cqVOXKmpqRQQEEBvvvkmubq6kqurK23evFlyvn18fOi9996joKAgcnBwoFGjRlFRUZGYbqhcjx49SkFBQeTr60ve3t60fPlyMW3//v1kZ2dHgiCI+Z49e7aYbqhOk5OTaejQobR//37y9vYmhUJBMTExYnpBQQFNmjSJevToQd26daO4uDjSarWSYjOkurqalixZQt7e3uTj40MajYays7Mll5uh2AzVeWJiInl6epKrqysNGjSILl26JKatWLGCrKysdM4RD9f5hg0bSKlUkkKhoPDw8CZ501eneXl5ZGpqSps2baKXXnqJfH19afr06VRXV6ezf19fX+rZsyf17t2btm/fLrlcL1y4QEqlkrp27UqmpqY6aV988QW99NJLFBERQT4+PrRhwwYKDg6mSZMmibEBoC1btpCPjw85OjrSG2+8QbW1teI+9PXTnJwcksvldPXqVQoLC6MuXbpQt27dJJerVJaWlnTw4MEmr3t4eNAPP/xAMTExZG9vT507dxbPA/rKhcj4vqLv3Gvoc2HkyJFNzjsPGz9+PL3++uvi31999RV5eHhQWVmZuL2+89/Zs2fp+eefJy8vL+rRowd9/vnnYpqhzwUi/e3RULka2xcYY6wtdPgApMHatWspMjKyxTQvLy+aOHGieIHf8AGcmZlJ1tbW4sVKeno6WVtb0927d4mIyNfXlxITE+n48eMkCAJdu3aNli5dSgsWLJAU18CBA2nZsmVERHT79m1SqVQ6A5AGhYWFTQYg1dXVpFAoKD09nYiItmzZQra2tuLJPDU1lUxNTenAgQNEVP+hJJPJqLKykojqLw7CwsKourqaysvLKSwsjJRKpbh/jUZDs2fPprq6Onrw4AE9//zzFB8fLylf9+7do65du9IXX3xBdXV1lJubS25ubuLFh6FynTdvHqlUKiooKCAionfeeYcGDRqkc4zw8HD64IMPmj2+vjp92IQJE5odgMhkMvr000+JiCgjI4NkMhnl5+dLyrufnx8FBQVRSUkJ/fbbbzRq1CiaN2+emG6oXHv37i3WaVVVFU2bNo1u3rwpph85coTs7e2bPbahOj19+jTZ2trSkCFD6PLly03KZcyYMTRjxgz67bffqLKykgYNGkTvvPOO5Nj0SUxMpMDAQCovLyciori4OAoNDZVcboZi01fnJ06cIGtra8rLyyMiopkzZzY5H6xcuZKioqL05uGjjz5qdgCir04b+u7bb78tlpujo6N4IV9YWEgWFhZUXFxMRETXrl2jKVOmtPqi7Oeff25yQfjVV19Rly5d6MGDBzRixAiaNm0aVVVVkZmZGZWWloqxzZo1i7RaLeXn55OLiwulpqYSkeF+SlQ/OOjfvz/t3buX6urqmvQzKeVqSEsDkNGjR5O3tze9++67VF1dTUTUpNyaKxci4/qKoXOvoc8FQwOQe/fukaenJ+3bt4/u3LlDKpWqyZdaLZ3/KioqyMXFhTZu3EhERNevXyc7Ozs6e/YsERn+XJDaHlsqV2P6AmOMtZUnZgqWPjY2NsjPz8eGDRvQpUsXAICJSX3oO3bswNixY+Ht7Q0AiIiIgKurKzIyMgAAgiCgX79+UCqVkMvl8PDwQNeuXVFcXGzwuNXV1Th+/DhiYmIAAC4uLoiIiJAct0wmQ05ODjQaDQBg2LBhKC0tRWFhofgeV1dXDBkyBAAQEBAArVYrzjM+dOgQxo8fD5lMBmtra8TGxorbVVZWYs+ePYiPj4cgCJDL5Zg/fz6+/fZbSbFlZGTA3NwcU6ZMgSAIcHJyQlZWFsaPHw/AcLkC9fOkHR0dAQCBgYHIzs6WXDb66lQKS0tLzJgxAwAwdOhQuLq6tmq6wdSpU2FrawszMzNMnToVBw8eBCCtXK2trfHll1/i/PnzkMvl2LRpE9zc3CQdV1+dAvXlUlpaiuXLl4s8NbiJAAAVOklEQVTPkTSUS1lZGdLS0vCXv/wFZmZmsLCwwKuvvoqUlJQ2iW379u2YN2+eOI0wLi4OJ06cQH5+vsFykxKbvjoPDg7GrVu3oFKpANT3lcuXL0uK2xCpfeWVV14BAJibm8PX11dszzKZDESE//3f/8XNmzfh4eGBL774AoIgGB2bIAjw9fWFXC6HUqmEr68vzM3NYWFhgZKSEvF9c+fOhampKZRKJSIiIsRyl9JPbWxsEBERgREjRkAQhFb1M2PZ2NjAyckJCxcuhEwmE/MshTF9xdC5V8rnwooVKyCXy8Wfh8/9CoUCKSkpmDVrFqZOnYolS5agf//+kvKVkZGB6upqcWqpu7s7oqKidPqKvs8FY9qjsX2BMcbaylMxABEEAd7e3s0+X5GXlydeBDdwdHREQUGB+Le5uTlMTEx0PgDr6uoMHrfhAsDW1lZ8zc7OrlWxJycnY+DAgQgODsbo0aMBQOfYD8+VNjExgSAIqK2tBQAUFRXB3t5eTHd1dRV/z8vLAwCdvDfOtz6FhYVwcHDQec3W1hZyuVzcv6FyfTh2U1NTMW4p9NWpFCqVSucD197eXueCTcr2Dezs7MRnNqSUa2pqKrp06YKoqCg4OTkhISFBUnsC9Ncp8P8vzoKCgppsW1paCiJCREQE3N3d4e7ujvj4eFRUVLRJbI3r3MHBAYIg6OS9pXKTEpu+On/w4AESEhIQGBiIkJAQLFu2THLcUvIFGO4rLbVnhUKBw4cP4//+7/8QFBQEPz8/bNu2rU1iA+rPTwD0nqP0tVdD/VQQhGbbU3sw5tjG9BXA8LnX0OdCQkICfv31V/Fn9+7dOvvv378//Pz8cO7cOcyZM0dyvkpKSlBeXi72E3d3d6Slpek8N6bvc8GY9mhsX2CMsbby1CyR0XBh3JiTk5POHQWg/uL6ueeeM/qYDQOPsrIydO3aFUD9CVzqyiL79+/HsmXLcPbsWXh6eiIvLw/Ozs6Sj9+lSxedC7jc3FzxdycnJwD1ebW0tBR/l5pvZ2dn3L17V+e1O3fuwMTEBE5OTo+1XBu0VKdSNB5sFBcXNxlQ6fPwN50lJSXiwFJKuTo7OyMpKQlJSUn473//i3HjxsHb2xtTpkwxeFx9dfqw5srG2dkZgiDgyJEjLd7VMCa2xnVeVFQEItLJe0vlJiW2lvIFAH//+99x6tQpHD58GFZWVkhJScGKFSsMxiyFsX0FqL/YTElJARFhz549GDt2LMLCwtq0P+hTXFwMpVIJoGl7ldJPjelrxnrUYxvTV4w990rx9ddfIycnB2PGjMHChQuxfv16Sds999xzcHFxMequwqO2x7boC4wx1haeijsg+kRFReGbb77B1atXAdQvPVhQUIDw8HCj9y2Xy9G/f39s3rwZAHDlyhXs379f8va5ublwdHSEh4cHiAgff/wxAOD+/fuSth84cCB27NgBrVaLyspKbNq0SUyztLSERqPB2rVrQUSoqqpCUlISJk6cqLOPhg+Xh2/vA/XTlmpqasTXi4qK8MILL+DQoUMA2qZcFQqFOI2mpqYG5eXlkrc1pLCwEGlpaQCAzMxM5ObmIiwsTOc9b775ZovTIr788ks8ePAAdXV12Lp1q5gvQ+VaWVmJ559/Xvwm0dvbG46Ojjp3YxQKBSoqKsT3FBUViWn66tSQzp07Y8yYMVizZg3q6upARPjnP/8ptispsQHAd999h+eeew43btzQeT06Ohrr1q0T2+eaNWswbNgwnW+hWyo3Q7EZkpubCz8/P1hZWeH+/fvYsmVLk36iUChw48YN1NTUoK6uTvIdL6l9pSUnT57EhAkTUFNTA0EQEBgYCHNz8zaZgiXVZ599BqB+8PH999+L5d5W/fRRyvVxM6avGHvuNSQnJwfz58/Hli1bsG7dOhw4cACpqak672np/BcWFobq6mrxrkVVVRXmzJmD48ePSzq2Me3R2L7AGGNt5akfgISGhiIpKQljx46FWq3G6tWrsWvXLnGOubHWr1+PtLQ0qFQqvPbaa3jllVckL/U4btw4uLm5wd/fH8OHD8eAAQMwYsQIaDQanYvSlixatAiCIMDDwwOjR4/Gyy+/rPMhs3HjRhQUFKBnz54IDAxEaGgo4uLidPZRW1uLO3fuoLKyUud1CwsL7Nu3D//617/g7OyM0NBQzJw5E5MmTQLQNuW6YMECpKenw8rKCh4eHk2mMLRk586dUKlUUKlU2LlzJ9asWQOVSoV+/foBALRaLUJCQrB37174+vpiypQp2Lhxo3iXqkFpaal4Md7Y4MGDMXToULi7u6Ourg4JCQlimr5ytbS0RExMDIYOHQpfX1/4+/sjJCRE5wO8V69emDBhAry9vWFnZ4cxY8aIaYbq1JANGzagpKQEXl5e8PLyQmZmJiIjIyXHBtRf8Ny5cwdarVbn9YULF+LFF19EUFAQ1Go1srOzkZycLLnc9MVmyIIFC3D8+HEMGDAAkydPxvLlyyEIgs72EyZMQKdOnWBrawuVSiX+f5jCwkKxvcTHx+PIkSPi3w2DLCl9pSWBgYFQqVTw8/ODn58fhg8fjvfff1/ykqyDBw+GSqXC4MGDUVtbK8a2detWSdsD9XeY+vbtiz59+iA6Olosl7bopy2V6+NmqFyM6SvGnnuB+ilYjf8PSHJyMrRaLSZNmoT4+Hj07t0blpaW2Lp1K+bOnauzfHxL5z8LCwukpaXhww8/hKenJ/z9/aFQKBAcHCwpLkPt0VC5GtMXGGOsrQgk9Wqa6XXr1i24u7ujsrLysU132L17NxYvXoyLFy8+lv0/K3r16oUVK1YgKiqqo0N5qur0SSq3Z0VRUREcHByaPA/xLHqa+gpjjDH9nvo7IB2prKxM/AdV69atQ9++fdt08HH27Fl069YNt2/fBhEhJSUFAwcObLP9P8s6atz9tNcpf1/RMZ7Fcn/a+wpjjLGWPTUPoT+JUlNT8de//hU1NTUICAgQnxVpK4GBgYiJiUFYWBjMzMzg5+eHTz75pE2PwdoX1ylj0nBfYYyx3y+egsUYY4wxxhhrNzwFizHGGGOMMdZueADCGGOMMcYYazc8AGGMMcYYY4y1Gx6AMMYYY4wxxtoND0AYY4wxxhhj7eaJGYCUl5djzJgxsLOzg7W1Nbp3797RITXrrbfewvTp05u8fuLECQiCgLKysg6Iqm0MGjQImzZtAgBs374dAQEBRu9z8eLFGDZsmNH7aWvvvfcePvzww8e2//v370MQBBw9evSxHaMlkZGRuHDhQovpHRkbY4wxxtgT839AUlNTcfXqVdy4cQMKhaKjw2m1Xr16ITMzE9bW1h0dyhPl9ddfR2VlZUeHASKCIAji3+fPn0dQUNBjO56FhQUyMzPh5+dn9L4ax27I+fPn9aa3ZWyMMcYYY63V4XdAbt26BZVKhYULFyI7Oxve3t5QqVTQaDTie2JjY7Fy5Uq8++67cHZ2hpWVFT799FMxPTk5Gb1794ZarUZQUBAyMjLENC8vLyxZsgQ9e/bEmjVrMHnyZHTr1g2nT5+WFN9///tfBAUFwcPDAxqNBvn5+TrpM2fOhEqlgqenJwYMGICKigqd9N27d6NPnz5wd3dHz549kZ6eLqZ9+eWXCA8PR3x8PEaNGgUvLy989NFHYnpFRQVefvlldOvWDSEhIdiwYQOUSqWYnpeXh+joaHh7e0OtVuPVV19t1cV+amoqPD094ePjgzlz5qCurk4nXRAELF26FG5ubnBzc0NycrLkfX/yySdQqVTo3bs3XnvtNZ20LVu2YMyYMRg9ejTUajU++eQThISEYPLkyQCA/Px8CIKArVu3Qq1WQ6lUYsGCBTrx6avzW7duwdzcHNeuXcOgQYNga2urc0dNo9EgJSUFS5cuhUqlgkqlwtWrVyXla+bMmYiNjcWAAQMwYcIEvPXWW+jZs6fO3RQfHx84OzsjLCysyWDAUJ1+/vnnCA8Pxw8//AAfHx/Y2Nhg2rRpYvqVK1cwZMgQdO/eHW5ubli9erWYVlVVBZVKhZs3b+LFF1+ESqVCnz59dI6vL7aamhrEx8fDx8cHarUao0aNwvXr18V0tVqN999/H3/84x8RGhqKwYMHo6CgQEzPz89HREQEevbsCS8vL0ycOBHl5eWSypUxxhhjzxB6Qqxdu5YiIyNbTPPy8qKJEydSaWkpERHV1tYSEVFmZiZZW1vTpUuXiIgoPT2drK2t6e7du0RE5OvrS4mJiXT8+HESBIGuXbtGS5cupQULFkiKa+DAgbRs2TIiIrp9+zapVCqaNm1ak/cVFhYSADE+IqLq6mpSKBSUnp5ORERbtmwhW1tbqqurIyKi1NRUMjU1pQMHDhAR0dmzZ0kmk1FlZSUREa1YsYLCwsKourqaysvLKSwsjJRKpbh/jUZDs2fPprq6Onrw4AE9//zzFB8fLylfZWVlZGlpSRkZGUREtG/fPjIxMaHPPvtMjE0mk9Gnn35KREQZGRkkk8koPz9f0v4bfPTRRxQeHq7z2ldffUVdunShBw8e0IgRI2jatGlUVVVFZmZmVFpaKpblrFmzSKvVUn5+Prm4uFBqaioRGa5zIiJLS0vq378/7d27l+rq6sT20iA8PJw++OCDVuWFiGju3Lmk0Wjot99+I0tLS9q4cSPt27ePAgICmrxXqVTSkSNHdF4zVKenT58mW1tbGjJkCF2+fJmISCd2jUZDcXFxRESUnZ1NMpmMzp07p3MMU1NT+umnn/Tmo7nYEhMTKTAwkMrLy4mIKC4ujkJDQ8V0Pz8/GjlyJNXU1BAR0UsvvURvvfWWmP7aa6+JsTXkdffu3XrjYIwxxtizp8PvgEhhY2OD/Px8bNiwAV26dAEAmJjUh75jxw6MHTsW3t7eAICIiAi4urqK34gLgoB+/fpBqVRCLpfDw8MDXbt2RXFxscHjVldX4/jx44iJiQEAuLi4ICIiQnLcMpkMOTk54t2cYcOGobS0FIWFheJ7XF1dMWTIEABAQEAAtFot7ty5AwA4dOgQxo8fD5lMBmtra8TGxorbVVZWYs+ePYiPj4cgCJDL5Zg/fz6+/fZbSbGdPHkSNjY2GDp0KABg+PDhcHd313mPpaUlZsyYAQAYOnQoXF1dcezYMcn5b4kgCPD19YVcLodSqYSvry/Mzc1hYWGBkpIS8X1z586FqakplEolIiIicPDgQQCG6xyobzMREREYMWIEBEEQ20tbxN6vXz+YmZnBzs4Ofn5+ktsToL9OG+IuLS3F8uXL4eXlBQA6sX/99ddYuXIlAKB79+7w9PTE5cuX2yRv27dvx7x588RphHFxcThx4oTOXb9JkyahU6dOAIDAwEBkZ2eLadbW1jh06BAOHjyI6upqLF++HKNGjWqT2BhjjDH2+/HEPAOijyAI8Pb2bvb5iry8PDg5Oem85ujoqDM1xNzcHCYmJpDJZOL+Gk83ak7DxbCtra34mp2dnc4AwpDk5GRs2bIFdXV1ICIA0Dm2jY2N+LuJiQkEQUBtbS0AoKioCPb29mK6q6ur+HteXp6Y1waN861PcXGxTr6A+rw9TKVS6Tx7YG9vrzNAMIa5uTkA6K0XlUqlE1tOTg4AaXUuCMJje8ajudiltCdAf50CEMu7pdiPHj2Kf/zjHygtLYWZmRlu3rwp+diG5OXl6bQnBwcHCIKAgoICsS4ebq+mpqZiWwWA5cuXw8rKCkuWLMEvv/yCyMhI/Otf/9LJL2OMMcbYU3EHBADkcnmzrzs5OTUZEBQWFuK5554z+pgNF+gPr2zVcOEvxf79+7Fs2TJs2bIFp06dwnfffdeq43fp0kXnmZLc3Fzx94YL8Ifz3pp829raNlmxq3HeGg82iouL4eDgIC34NvDwXYWSkhJxgCS1zltqMx1JX50+rLnY79+/jz/84Q+YM2cOzpw5gxMnTrRJO2/QuFyLiopARJKP0blzZ7z55ps4ffo0rl27hqqqKvz1r39ts/gYY4wx9vvw1AxAWhIVFYVvvvlGfIh4165dKCgoQHh4uNH7lsvl6N+/PzZv3gyg/gHg/fv3S94+NzcXjo6O8PDwABHh448/BlB/ISnFwIEDsWPHDmi1WlRWVopL5AL106M0Gg3Wrl0LIkJVVRWSkpIwceJEnX00XJinpKTovB4cHIzi4mJx2tK2bdtQVFTUZNu0tDQAQGZmJnJzcxEWFiY5/8b67LPPANQPPr7//nuxTtuizhUKhTh1qaampt0eltZXp4YUFxejpqYGoaGhAICdO3ciPz+/SXt6OG8VFRWorq6WtP/o6GisW7dO3N+aNWswbNgwyXcwpk+fjr179wKovyPl7e3dqtW7GGOMMfZseOoHIKGhoUhKSsLYsWOhVquxevVq7Nq1S3xWxFjr169HWloaVCoVXnvtNbzyyiviVCpDxo0bBzc3N/j7+2P48OEYMGAARowYAY1G0+RivzmLFi2CIAjw8PDA6NGj8fLLL+tc0G3cuBEFBQXo2bMnAgMDERoairi4OJ191NbW4s6dO01Wx7Kzs8OGDRswY8YMuLq6IjMzE4MHDxbzptVqERISgr1798LX1xdTpkzBxo0b0bVrV4NxFxYWiqtLxcfH48iRI+LfN27ckFJ0AABnZ2f07dsXffr0QXR0NCIjIwG0TZ0vWLAA6enpsLKygoeHB3bv3i15W33i4+PFvBYWFiIyMhIqlQrz588HYLhO9enWrRsWLFiAF154AUOGDMGVK1cQFxeHN998EwcOHBDf97e//Q2zZs2CjY0N+vXrJ05dMxTbwoUL8eKLLyIoKAhqtRrZ2dmtWvls1qxZ4qpgvr6+uHTpElatWiV5e8YYY4w9GwSSejXN9Lp16xbc3d1RWVn52Kb+7N69G4sXL8bFixcfy/6fFEVFRXBwcGjyvMTv0bNSp4wxxhhjDZ76OyAdqaysDFqtFlqtFuvWrUPfvn3bdPBx9uxZdOvWDbdv3wYRISUlBQMHDmyz/T/pfo9j42e9ThljjDHGeABihNTUVCiVStja2uLo0aPisyJtJTAwEDExMQgLC0OPHj1w7949/P3vf2/TY7D2xXXKGGOMsWcdT8FijDHGGGOMtRu+A8IYY4wxxhhrNzwAYYwxxhhjjLUbHoAwxhhjjDHG2g0PQBhjjDHGGGPthgcgjDHGGGOMsXbDAxDGGGOMMcZYu+EBCGOMMcYYY6zd8ACEMcYYY4wx1m54AMIYY4wxxhhrNzwAYYwxxhhjjLUbHoAwxhhjjDHG2g0PQBhjjDHGGGPthgcgjDHGGGOMsXbz/wDrK7K0q3hHTAAAAABJRU5ErkJggg=="}, "created": "2021-05-16T17:59:05-07:00", "created_utc": "2021-05-17T00:59:05+00:00", "updated": "2021-05-16T17:59:05-07:00", "updated_utc": "2021-05-17T00:59:05+00:00", "shot_hash": "ab4106d1cd70b2fabb2cb63117d18edd", "slug": "enabling-gin-index"}, {"path": "django_export-csv-from-django-admin.md", "topic": "django", "title": "Django Admin action for exporting selected rows as CSV", "url": "https://github.com/simonw/til/blob/main/django/export-csv-from-django-admin.md", "body": "I wanted to add an action option to the Django Admin for exporting the currently selected set of rows (or every row in the table) as a CSV file.\n\nI ended up using a pattern inspired by [this Django Snippet](https://djangosnippets.org/snippets/10767/), but with an added touch for more efficient exports. In order to avoid using up too much memory for the export, I use keyset pagination to fetch 500 rows at a time.\n\nThe `keyset_pagination_iterator()` helper function accepts any queryset, orders it by the primary key and then repeatedly fetches 500 items. It then modifies the queryset to add a `WHERE id > $last_seen_id` clause. This is a relatively inexpensive way to paginate, so having an endpoint perform that query dozens or even hundreds of times should hopefully avoid adding too much load to the database.\n\nThe action itself uses a pattern that combines `StringIO` and `csv.writer()` to stream out the results as a CSV file.\n\nDjango's `StreamingHttpResponse` mechanism is really neat: it accepts a Python iterator or generator and returns a streaming response derived from that sequence.\n\nThe Django documentation says \"Streaming responses will tie a worker process for the entire duration of the response. This may result in poor performance\" - this particular project runs on Google Cloud Run so I'm less concerned about tying up a worker than I would be normally, plus the export option is only available to trusted staff users with access to the Django Admin interface.\n\nTo add the CSV export option to a `ModelAdmin` subclass, do the following:\n\n```python\nfrom .admin_actions import export_as_csv_action\n\n@admin.register(County)\nclass CountyAdmin(admin.ModelAdmin):\n    actions = [export_as_csv_action()]\n```\nHere's `admin_actions.py`:\n```python\nimport csv\nfrom io import StringIO\n\nfrom django.http import StreamingHttpResponse\n\n\ndef keyset_pagination_iterator(input_queryset, batch_size=500):\n    all_queryset = input_queryset.order_by(\"pk\")\n    last_pk = None\n    while True:\n        queryset = all_queryset\n        if last_pk is not None:\n            queryset = all_queryset.filter(pk__gt=last_pk)\n        queryset = queryset[:batch_size]\n        for row in queryset:\n            last_pk = row.pk\n            yield row\n        if not queryset:\n            break\n\n\ndef export_as_csv_action(description=\"Export selected rows to CSV\"):\n    def export_as_csv(modeladmin, request, queryset):\n        def rows(queryset):\n\n            csvfile = StringIO()\n            csvwriter = csv.writer(csvfile)\n            columns = [field.name for field in modeladmin.model._meta.fields]\n\n            def read_and_flush():\n                csvfile.seek(0)\n                data = csvfile.read()\n                csvfile.seek(0)\n                csvfile.truncate()\n                return data\n\n            header = False\n\n            if not header:\n                header = True\n                csvwriter.writerow(columns)\n                yield read_and_flush()\n\n            for row in keyset_pagination_iterator(queryset):\n                csvwriter.writerow(getattr(row, column) for column in columns)\n                yield read_and_flush()\n\n        response = StreamingHttpResponse(rows(queryset), content_type=\"text/csv\")\n        response[\"Content-Disposition\"] = (\n            \"attachment; filename=%s.csv\" % modeladmin.model.__name__\n        )\n\n        return response\n\n    export_as_csv.short_description = description\n    return export_as_csv\n```", "html": "<p>I wanted to add an action option to the Django Admin for exporting the currently selected set of rows (or every row in the table) as a CSV file.</p>\n<p>I ended up using a pattern inspired by <a href=\"https://djangosnippets.org/snippets/10767/\" rel=\"nofollow\">this Django Snippet</a>, but with an added touch for more efficient exports. In order to avoid using up too much memory for the export, I use keyset pagination to fetch 500 rows at a time.</p>\n<p>The <code>keyset_pagination_iterator()</code> helper function accepts any queryset, orders it by the primary key and then repeatedly fetches 500 items. It then modifies the queryset to add a <code>WHERE id &gt; $last_seen_id</code> clause. This is a relatively inexpensive way to paginate, so having an endpoint perform that query dozens or even hundreds of times should hopefully avoid adding too much load to the database.</p>\n<p>The action itself uses a pattern that combines <code>StringIO</code> and <code>csv.writer()</code> to stream out the results as a CSV file.</p>\n<p>Django's <code>StreamingHttpResponse</code> mechanism is really neat: it accepts a Python iterator or generator and returns a streaming response derived from that sequence.</p>\n<p>The Django documentation says \"Streaming responses will tie a worker process for the entire duration of the response. This may result in poor performance\" - this particular project runs on Google Cloud Run so I'm less concerned about tying up a worker than I would be normally, plus the export option is only available to trusted staff users with access to the Django Admin interface.</p>\n<p>To add the CSV export option to a <code>ModelAdmin</code> subclass, do the following:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> .<span class=\"pl-s1\">admin_actions</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">export_as_csv_action</span>\n\n<span class=\"pl-en\">@<span class=\"pl-s1\">admin</span>.<span class=\"pl-en\">register</span>(<span class=\"pl-v\">County</span>)</span>\n<span class=\"pl-k\">class</span> <span class=\"pl-v\">CountyAdmin</span>(<span class=\"pl-s1\">admin</span>.<span class=\"pl-v\">ModelAdmin</span>):\n    <span class=\"pl-s1\">actions</span> <span class=\"pl-c1\">=</span> [<span class=\"pl-en\">export_as_csv_action</span>()]</pre></div>\n<p>Here's <code>admin_actions.py</code>:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">import</span> <span class=\"pl-s1\">csv</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">io</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">StringIO</span>\n\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">http</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">StreamingHttpResponse</span>\n\n\n<span class=\"pl-k\">def</span> <span class=\"pl-en\">keyset_pagination_iterator</span>(<span class=\"pl-s1\">input_queryset</span>, <span class=\"pl-s1\">batch_size</span><span class=\"pl-c1\">=</span><span class=\"pl-c1\">500</span>):\n    <span class=\"pl-s1\">all_queryset</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">input_queryset</span>.<span class=\"pl-en\">order_by</span>(<span class=\"pl-s\">\"pk\"</span>)\n    <span class=\"pl-s1\">last_pk</span> <span class=\"pl-c1\">=</span> <span class=\"pl-c1\">None</span>\n    <span class=\"pl-k\">while</span> <span class=\"pl-c1\">True</span>:\n        <span class=\"pl-s1\">queryset</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">all_queryset</span>\n        <span class=\"pl-k\">if</span> <span class=\"pl-s1\">last_pk</span> <span class=\"pl-c1\">is</span> <span class=\"pl-c1\">not</span> <span class=\"pl-c1\">None</span>:\n            <span class=\"pl-s1\">queryset</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">all_queryset</span>.<span class=\"pl-en\">filter</span>(<span class=\"pl-s1\">pk__gt</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">last_pk</span>)\n        <span class=\"pl-s1\">queryset</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">queryset</span>[:<span class=\"pl-s1\">batch_size</span>]\n        <span class=\"pl-k\">for</span> <span class=\"pl-s1\">row</span> <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">queryset</span>:\n            <span class=\"pl-s1\">last_pk</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">row</span>.<span class=\"pl-s1\">pk</span>\n            <span class=\"pl-k\">yield</span> <span class=\"pl-s1\">row</span>\n        <span class=\"pl-k\">if</span> <span class=\"pl-c1\">not</span> <span class=\"pl-s1\">queryset</span>:\n            <span class=\"pl-k\">break</span>\n\n\n<span class=\"pl-k\">def</span> <span class=\"pl-en\">export_as_csv_action</span>(<span class=\"pl-s1\">description</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"Export selected rows to CSV\"</span>):\n    <span class=\"pl-k\">def</span> <span class=\"pl-en\">export_as_csv</span>(<span class=\"pl-s1\">modeladmin</span>, <span class=\"pl-s1\">request</span>, <span class=\"pl-s1\">queryset</span>):\n        <span class=\"pl-k\">def</span> <span class=\"pl-en\">rows</span>(<span class=\"pl-s1\">queryset</span>):\n\n            <span class=\"pl-s1\">csvfile</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">StringIO</span>()\n            <span class=\"pl-s1\">csvwriter</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">csv</span>.<span class=\"pl-en\">writer</span>(<span class=\"pl-s1\">csvfile</span>)\n            <span class=\"pl-s1\">columns</span> <span class=\"pl-c1\">=</span> [<span class=\"pl-s1\">field</span>.<span class=\"pl-s1\">name</span> <span class=\"pl-k\">for</span> <span class=\"pl-s1\">field</span> <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">modeladmin</span>.<span class=\"pl-s1\">model</span>.<span class=\"pl-s1\">_meta</span>.<span class=\"pl-s1\">fields</span>]\n\n            <span class=\"pl-k\">def</span> <span class=\"pl-en\">read_and_flush</span>():\n                <span class=\"pl-s1\">csvfile</span>.<span class=\"pl-en\">seek</span>(<span class=\"pl-c1\">0</span>)\n                <span class=\"pl-s1\">data</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">csvfile</span>.<span class=\"pl-en\">read</span>()\n                <span class=\"pl-s1\">csvfile</span>.<span class=\"pl-en\">seek</span>(<span class=\"pl-c1\">0</span>)\n                <span class=\"pl-s1\">csvfile</span>.<span class=\"pl-en\">truncate</span>()\n                <span class=\"pl-k\">return</span> <span class=\"pl-s1\">data</span>\n\n            <span class=\"pl-s1\">header</span> <span class=\"pl-c1\">=</span> <span class=\"pl-c1\">False</span>\n\n            <span class=\"pl-k\">if</span> <span class=\"pl-c1\">not</span> <span class=\"pl-s1\">header</span>:\n                <span class=\"pl-s1\">header</span> <span class=\"pl-c1\">=</span> <span class=\"pl-c1\">True</span>\n                <span class=\"pl-s1\">csvwriter</span>.<span class=\"pl-en\">writerow</span>(<span class=\"pl-s1\">columns</span>)\n                <span class=\"pl-k\">yield</span> <span class=\"pl-en\">read_and_flush</span>()\n\n            <span class=\"pl-k\">for</span> <span class=\"pl-s1\">row</span> <span class=\"pl-c1\">in</span> <span class=\"pl-en\">keyset_pagination_iterator</span>(<span class=\"pl-s1\">queryset</span>):\n                <span class=\"pl-s1\">csvwriter</span>.<span class=\"pl-en\">writerow</span>(<span class=\"pl-en\">getattr</span>(<span class=\"pl-s1\">row</span>, <span class=\"pl-s1\">column</span>) <span class=\"pl-k\">for</span> <span class=\"pl-s1\">column</span> <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">columns</span>)\n                <span class=\"pl-k\">yield</span> <span class=\"pl-en\">read_and_flush</span>()\n\n        <span class=\"pl-s1\">response</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">StreamingHttpResponse</span>(<span class=\"pl-en\">rows</span>(<span class=\"pl-s1\">queryset</span>), <span class=\"pl-s1\">content_type</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"text/csv\"</span>)\n        <span class=\"pl-s1\">response</span>[<span class=\"pl-s\">\"Content-Disposition\"</span>] <span class=\"pl-c1\">=</span> (\n            <span class=\"pl-s\">\"attachment; filename=%s.csv\"</span> <span class=\"pl-c1\">%</span> <span class=\"pl-s1\">modeladmin</span>.<span class=\"pl-s1\">model</span>.<span class=\"pl-s1\">__name__</span>\n        )\n\n        <span class=\"pl-k\">return</span> <span class=\"pl-s1\">response</span>\n\n    <span class=\"pl-s1\">export_as_csv</span>.<span class=\"pl-s1\">short_description</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">description</span>\n    <span class=\"pl-k\">return</span> <span class=\"pl-s1\">export_as_csv</span></pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-04-25T17:38:06-07:00", "created_utc": "2021-04-26T00:38:06+00:00", "updated": "2021-04-25T17:38:06-07:00", "updated_utc": "2021-04-26T00:38:06+00:00", "shot_hash": "da3a8857be8af5bfa07a3e637e9929cc", "slug": "export-csv-from-django-admin"}, {"path": "django_extra-read-only-admin-information.md", "topic": "django", "title": "Adding extra read-only information to a Django admin change page", "url": "https://github.com/simonw/til/blob/main/django/extra-read-only-admin-information.md", "body": "I figured out this pattern today for adding templated extra blocks of information to the Django admin change page for an object.\n\nIt's really simply and incredibly useful. I can see myself using this a lot in the future.\n\n```python\nfrom django.contrib import admin\nfrom django.template.loader import render_to_string\nfrom django.utils.safestring import mark_safe\nfrom .models import Reporter\n\n\n@admin.register(Reporter)\nclass ReporterAdmin(admin.ModelAdmin):\n    # ...\n    readonly_fields = (\"recent_calls\",)\n\n    def recent_calls(self, instance):\n        return mark_safe(\n            render_to_string(\n                \"admin/_reporter_recent_calls.html\",\n                {\n                    \"reporter\": instance,\n                    \"recent_calls\": instance.call_reports.order_by(\"-created_at\")[:20],\n                    \"call_count\": instance.call_reports.count(),\n                },\n            )\n        )\n```\n\nThat's it! `recent_calls` is marked as a read-only field, then implemented as a method which returns HTML. That method passes the instance to a template using `render_to_string`. That template looks like this:\n\n```html+jinja\n<h2>{{ reporter }} has made {{ call_count }} call{{ call_count|pluralize }}</h2>\n\n<p><strong>Recent calls</strong> (<a href=\"/admin/core/callreport/?reported_by__exact={{ reporter.id }}\">view all</a>)</p>\n\n{% for call in recent_calls %}\n    <p><a href=\"/admin/core/location/{{ call.location.id }}/change/\">{{ call.location }}</a> on {{ call.created_at }}</p>\n{% endfor %}\n```", "html": "<p>I figured out this pattern today for adding templated extra blocks of information to the Django admin change page for an object.</p>\n<p>It's really simply and incredibly useful. I can see myself using this a lot in the future.</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">contrib</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">admin</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">template</span>.<span class=\"pl-s1\">loader</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">render_to_string</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">utils</span>.<span class=\"pl-s1\">safestring</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">mark_safe</span>\n<span class=\"pl-k\">from</span> .<span class=\"pl-s1\">models</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">Reporter</span>\n\n\n<span class=\"pl-en\">@<span class=\"pl-s1\">admin</span>.<span class=\"pl-s1\">register</span>(<span class=\"pl-v\">Reporter</span>)</span>\n<span class=\"pl-k\">class</span> <span class=\"pl-v\">ReporterAdmin</span>(<span class=\"pl-s1\">admin</span>.<span class=\"pl-v\">ModelAdmin</span>):\n    <span class=\"pl-c\"># ...</span>\n    <span class=\"pl-s1\">readonly_fields</span> <span class=\"pl-c1\">=</span> (<span class=\"pl-s\">\"recent_calls\"</span>,)\n\n    <span class=\"pl-k\">def</span> <span class=\"pl-en\">recent_calls</span>(<span class=\"pl-s1\">self</span>, <span class=\"pl-s1\">instance</span>):\n        <span class=\"pl-k\">return</span> <span class=\"pl-en\">mark_safe</span>(\n            <span class=\"pl-en\">render_to_string</span>(\n                <span class=\"pl-s\">\"admin/_reporter_recent_calls.html\"</span>,\n                {\n                    <span class=\"pl-s\">\"reporter\"</span>: <span class=\"pl-s1\">instance</span>,\n                    <span class=\"pl-s\">\"recent_calls\"</span>: <span class=\"pl-s1\">instance</span>.<span class=\"pl-s1\">call_reports</span>.<span class=\"pl-en\">order_by</span>(<span class=\"pl-s\">\"-created_at\"</span>)[:<span class=\"pl-c1\">20</span>],\n                    <span class=\"pl-s\">\"call_count\"</span>: <span class=\"pl-s1\">instance</span>.<span class=\"pl-s1\">call_reports</span>.<span class=\"pl-en\">count</span>(),\n                },\n            )\n        )</pre></div>\n<p>That's it! <code>recent_calls</code> is marked as a read-only field, then implemented as a method which returns HTML. That method passes the instance to a template using <code>render_to_string</code>. That template looks like this:</p>\n<div class=\"highlight highlight-text-html-django\"><pre>&lt;<span class=\"pl-ent\">h2</span>&gt;{{ reporter }} has made {{ call_count }} call{{ call_count|pluralize }}&lt;/<span class=\"pl-ent\">h2</span>&gt;\n\n&lt;<span class=\"pl-ent\">p</span>&gt;&lt;<span class=\"pl-ent\">strong</span>&gt;Recent calls&lt;/<span class=\"pl-ent\">strong</span>&gt; (&lt;<span class=\"pl-ent\">a</span> <span class=\"pl-e\">href</span>=<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>/admin/core/callreport/?reported_by__exact={{ reporter.id }}<span class=\"pl-pds\">\"</span></span>&gt;view all&lt;/<span class=\"pl-ent\">a</span>&gt;)&lt;/<span class=\"pl-ent\">p</span>&gt;\n\n<span class=\"pl-e\">{%</span> <span class=\"pl-k\">for</span> <span class=\"pl-s\">call</span> <span class=\"pl-k\">in</span> <span class=\"pl-s\">recent_calls</span> <span class=\"pl-e\">%}</span>\n    &lt;<span class=\"pl-ent\">p</span>&gt;&lt;<span class=\"pl-ent\">a</span> <span class=\"pl-e\">href</span>=<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>/admin/core/location/{{ call.location.id }}/change/<span class=\"pl-pds\">\"</span></span>&gt;{{ call.location }}&lt;/<span class=\"pl-ent\">a</span>&gt; on {{ call.created_at }}&lt;/<span class=\"pl-ent\">p</span>&gt;\n<span class=\"pl-e\">{%</span> <span class=\"pl-k\">endfor</span> <span class=\"pl-e\">%}</span></pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-02-25T17:49:17-08:00", "created_utc": "2021-02-26T01:49:17+00:00", "updated": "2021-02-27T12:34:46-08:00", "updated_utc": "2021-02-27T20:34:46+00:00", "shot_hash": "4f6dce09e12d1b504c5bcac65757c888", "slug": "extra-read-only-admin-information"}, {"path": "django_filter-by-comma-separated-values.md", "topic": "django", "title": "Filter by comma-separated values in the Django admin", "url": "https://github.com/simonw/til/blob/main/django/filter-by-comma-separated-values.md", "body": "I have a text column which contains comma-separated values - inherited from an older database schema.\n\nI should refactor this into a many-to-many field (or maybe even a PostgreSQL array field), but I haven't done that yet. And I wanted to be able to filter by those values in the Django admin.\n\nSince I'm using PostgreSQL, I decided to figure out how to do this using the PostgreSQL `regexp_split_to_array()` function.\n\nThere are two necessary SQL queries here: one to figure out all of the unique distinct values that are represented across all of those comma-separated lists, and one to filter for rows that include a specific value.\n\nHere's what I came up with for the first:\n\n```sql\nselect distinct unnest(\n  regexp_split_to_array(my_column, ',\\s*')\n) from my_table\n```\nThis uses `unnest()`, see [this TIL](https://til.simonwillison.net/postgresql/unnest-csv).\n\nFor filtering down to rows that contain a specific value in their comma-separated list, I figured out this:\n\n```sql\nselect\n  *\nfrom\n  my_table\nwhere\n  array_position(\n    regexp_split_to_array(\n      my_column, ',\\s*'\n    ),\n    'MyValue'\n  ) is not null\n```\nThat second one, translated into the Django ORM, looks like this:\n```python\nfrom django.contrib.postgres.fields import ArrayField\nfrom django.db.models import F, IntegerField, TextField, Value\nfrom django.db.models.expressions import Func\n\nqueryset.annotate(\n    value_array_position=Func(\n        Func(\n            F(my_column),\n            Value(\",\\\\s*\"),\n            function=\"regexp_split_to_array\",\n            output_field=ArrayField(TextField()),\n        ),\n        Value(my_value),\n        function=\"array_position\",\n        output_field=IntegerField()\n    )\n).filter(value_array_position__isnull=False)\n```\nI didn't bother figuring out the ORM equivalent of that first `unnest()` SQL.\n\nHere's the reusable admin filter factory I came up with using these:\n\n```python\nfrom django.contrib.admin import SimpleListFilter\nfrom django.contrib.postgres.fields import ArrayField\nfrom django.db import connection\nfrom django.db.models import F, TextField, Value\nfrom django.db.models.expressions import Func\n\n\ndef make_csv_filter(filter_title, filter_parameter_name, table, column):\n    class CommaSeparatedValuesFilter(SimpleListFilter):\n        title = filter_title\n        parameter_name = filter_parameter_name\n\n        def lookups(self, request, model_admin):\n            sql = \"\"\"\n                select distinct unnest(\n                    regexp_split_to_array({}, ',\\\\s*')\n                ) from {}\n            \"\"\".format(\n                column, table\n            )\n            with connection.cursor() as cursor:\n                cursor.execute(sql)\n                values = [r[0] for r in cursor.fetchall() if r[0]]\n            return zip(values, values)\n\n        def queryset(self, request, queryset):\n            value = self.value()\n            if not value:\n                return queryset\n            else:\n                return queryset.annotate(\n                    value_array_position=Func(\n                        Func(\n                            F(column),\n                            Value(\",\\\\s*\"),\n                            function=\"regexp_split_to_array\",\n                            output_field=ArrayField(TextField()),\n                        ),\n                        Value(value),\n                        function=\"array_position\",\n                        output_field=IntegerField()\n                    )\n                ).filter(value_array_position__isnull=False)\n\n    return CommaSeparatedValuesFilter\n```\nThen you use it in a `ModelAdmin` subclass like this:\n```python\n@admin.register(Reporter)\nclass ReporterAdmin(admin.ModelAdmin):\n    list_filter = (\n        make_csv_filter(\n            filter_title=\"Roles\",\n            filter_parameter_name=\"role\",\n            table=\"reporter\",\n            column=\"role_names\",\n        ),\n    )\n```", "html": "<p>I have a text column which contains comma-separated values - inherited from an older database schema.</p>\n<p>I should refactor this into a many-to-many field (or maybe even a PostgreSQL array field), but I haven't done that yet. And I wanted to be able to filter by those values in the Django admin.</p>\n<p>Since I'm using PostgreSQL, I decided to figure out how to do this using the PostgreSQL <code>regexp_split_to_array()</code> function.</p>\n<p>There are two necessary SQL queries here: one to figure out all of the unique distinct values that are represented across all of those comma-separated lists, and one to filter for rows that include a specific value.</p>\n<p>Here's what I came up with for the first:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select distinct</span> unnest(\n  regexp_split_to_array(my_column, <span class=\"pl-s\"><span class=\"pl-pds\">'</span>,<span class=\"pl-cce\">\\s</span>*<span class=\"pl-pds\">'</span></span>)\n) <span class=\"pl-k\">from</span> my_table</pre></div>\n<p>This uses <code>unnest()</code>, see <a href=\"https://til.simonwillison.net/postgresql/unnest-csv\" rel=\"nofollow\">this TIL</a>.</p>\n<p>For filtering down to rows that contain a specific value in their comma-separated list, I figured out this:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span>\n  <span class=\"pl-k\">*</span>\n<span class=\"pl-k\">from</span>\n  my_table\n<span class=\"pl-k\">where</span>\n  array_position(\n    regexp_split_to_array(\n      my_column, <span class=\"pl-s\"><span class=\"pl-pds\">'</span>,<span class=\"pl-cce\">\\s</span>*<span class=\"pl-pds\">'</span></span>\n    ),\n    <span class=\"pl-s\"><span class=\"pl-pds\">'</span>MyValue<span class=\"pl-pds\">'</span></span>\n  ) <span class=\"pl-k\">is not null</span></pre></div>\n<p>That second one, translated into the Django ORM, looks like this:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">contrib</span>.<span class=\"pl-s1\">postgres</span>.<span class=\"pl-s1\">fields</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">ArrayField</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">db</span>.<span class=\"pl-s1\">models</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">F</span>, <span class=\"pl-v\">IntegerField</span>, <span class=\"pl-v\">TextField</span>, <span class=\"pl-v\">Value</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">db</span>.<span class=\"pl-s1\">models</span>.<span class=\"pl-s1\">expressions</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">Func</span>\n\n<span class=\"pl-s1\">queryset</span>.<span class=\"pl-en\">annotate</span>(\n    <span class=\"pl-s1\">value_array_position</span><span class=\"pl-c1\">=</span><span class=\"pl-v\">Func</span>(\n        <span class=\"pl-v\">Func</span>(\n            <span class=\"pl-v\">F</span>(<span class=\"pl-s1\">my_column</span>),\n            <span class=\"pl-v\">Value</span>(<span class=\"pl-s\">\",<span class=\"pl-cce\">\\\\</span>s*\"</span>),\n            <span class=\"pl-s1\">function</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"regexp_split_to_array\"</span>,\n            <span class=\"pl-s1\">output_field</span><span class=\"pl-c1\">=</span><span class=\"pl-v\">ArrayField</span>(<span class=\"pl-v\">TextField</span>()),\n        ),\n        <span class=\"pl-v\">Value</span>(<span class=\"pl-s1\">my_value</span>),\n        <span class=\"pl-s1\">function</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"array_position\"</span>,\n        <span class=\"pl-s1\">output_field</span><span class=\"pl-c1\">=</span><span class=\"pl-v\">IntegerField</span>()\n    )\n).<span class=\"pl-en\">filter</span>(<span class=\"pl-s1\">value_array_position__isnull</span><span class=\"pl-c1\">=</span><span class=\"pl-c1\">False</span>)</pre></div>\n<p>I didn't bother figuring out the ORM equivalent of that first <code>unnest()</code> SQL.</p>\n<p>Here's the reusable admin filter factory I came up with using these:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">contrib</span>.<span class=\"pl-s1\">admin</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">SimpleListFilter</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">contrib</span>.<span class=\"pl-s1\">postgres</span>.<span class=\"pl-s1\">fields</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">ArrayField</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">db</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">connection</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">db</span>.<span class=\"pl-s1\">models</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">F</span>, <span class=\"pl-v\">TextField</span>, <span class=\"pl-v\">Value</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">db</span>.<span class=\"pl-s1\">models</span>.<span class=\"pl-s1\">expressions</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">Func</span>\n\n\n<span class=\"pl-k\">def</span> <span class=\"pl-en\">make_csv_filter</span>(<span class=\"pl-s1\">filter_title</span>, <span class=\"pl-s1\">filter_parameter_name</span>, <span class=\"pl-s1\">table</span>, <span class=\"pl-s1\">column</span>):\n    <span class=\"pl-k\">class</span> <span class=\"pl-v\">CommaSeparatedValuesFilter</span>(<span class=\"pl-v\">SimpleListFilter</span>):\n        <span class=\"pl-s1\">title</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">filter_title</span>\n        <span class=\"pl-s1\">parameter_name</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">filter_parameter_name</span>\n\n        <span class=\"pl-k\">def</span> <span class=\"pl-en\">lookups</span>(<span class=\"pl-s1\">self</span>, <span class=\"pl-s1\">request</span>, <span class=\"pl-s1\">model_admin</span>):\n            <span class=\"pl-s1\">sql</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s\">\"\"\"</span>\n<span class=\"pl-s\">                select distinct unnest(</span>\n<span class=\"pl-s\">                    regexp_split_to_array({}, ',<span class=\"pl-cce\">\\\\</span>s*')</span>\n<span class=\"pl-s\">                ) from {}</span>\n<span class=\"pl-s\">            \"\"\"</span>.<span class=\"pl-en\">format</span>(\n                <span class=\"pl-s1\">column</span>, <span class=\"pl-s1\">table</span>\n            )\n            <span class=\"pl-k\">with</span> <span class=\"pl-s1\">connection</span>.<span class=\"pl-en\">cursor</span>() <span class=\"pl-k\">as</span> <span class=\"pl-s1\">cursor</span>:\n                <span class=\"pl-s1\">cursor</span>.<span class=\"pl-en\">execute</span>(<span class=\"pl-s1\">sql</span>)\n                <span class=\"pl-s1\">values</span> <span class=\"pl-c1\">=</span> [<span class=\"pl-s1\">r</span>[<span class=\"pl-c1\">0</span>] <span class=\"pl-k\">for</span> <span class=\"pl-s1\">r</span> <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">cursor</span>.<span class=\"pl-en\">fetchall</span>() <span class=\"pl-k\">if</span> <span class=\"pl-s1\">r</span>[<span class=\"pl-c1\">0</span>]]\n            <span class=\"pl-k\">return</span> <span class=\"pl-en\">zip</span>(<span class=\"pl-s1\">values</span>, <span class=\"pl-s1\">values</span>)\n\n        <span class=\"pl-k\">def</span> <span class=\"pl-en\">queryset</span>(<span class=\"pl-s1\">self</span>, <span class=\"pl-s1\">request</span>, <span class=\"pl-s1\">queryset</span>):\n            <span class=\"pl-s1\">value</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">self</span>.<span class=\"pl-en\">value</span>()\n            <span class=\"pl-k\">if</span> <span class=\"pl-c1\">not</span> <span class=\"pl-s1\">value</span>:\n                <span class=\"pl-k\">return</span> <span class=\"pl-s1\">queryset</span>\n            <span class=\"pl-k\">else</span>:\n                <span class=\"pl-k\">return</span> <span class=\"pl-s1\">queryset</span>.<span class=\"pl-en\">annotate</span>(\n                    <span class=\"pl-s1\">value_array_position</span><span class=\"pl-c1\">=</span><span class=\"pl-v\">Func</span>(\n                        <span class=\"pl-v\">Func</span>(\n                            <span class=\"pl-v\">F</span>(<span class=\"pl-s1\">column</span>),\n                            <span class=\"pl-v\">Value</span>(<span class=\"pl-s\">\",<span class=\"pl-cce\">\\\\</span>s*\"</span>),\n                            <span class=\"pl-s1\">function</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"regexp_split_to_array\"</span>,\n                            <span class=\"pl-s1\">output_field</span><span class=\"pl-c1\">=</span><span class=\"pl-v\">ArrayField</span>(<span class=\"pl-v\">TextField</span>()),\n                        ),\n                        <span class=\"pl-v\">Value</span>(<span class=\"pl-s1\">value</span>),\n                        <span class=\"pl-s1\">function</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"array_position\"</span>,\n                        <span class=\"pl-s1\">output_field</span><span class=\"pl-c1\">=</span><span class=\"pl-v\">IntegerField</span>()\n                    )\n                ).<span class=\"pl-en\">filter</span>(<span class=\"pl-s1\">value_array_position__isnull</span><span class=\"pl-c1\">=</span><span class=\"pl-c1\">False</span>)\n\n    <span class=\"pl-k\">return</span> <span class=\"pl-v\">CommaSeparatedValuesFilter</span></pre></div>\n<p>Then you use it in a <code>ModelAdmin</code> subclass like this:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-en\">@<span class=\"pl-s1\">admin</span>.<span class=\"pl-en\">register</span>(<span class=\"pl-v\">Reporter</span>)</span>\n<span class=\"pl-k\">class</span> <span class=\"pl-v\">ReporterAdmin</span>(<span class=\"pl-s1\">admin</span>.<span class=\"pl-v\">ModelAdmin</span>):\n    <span class=\"pl-s1\">list_filter</span> <span class=\"pl-c1\">=</span> (\n        <span class=\"pl-en\">make_csv_filter</span>(\n            <span class=\"pl-s1\">filter_title</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"Roles\"</span>,\n            <span class=\"pl-s1\">filter_parameter_name</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"role\"</span>,\n            <span class=\"pl-s1\">table</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"reporter\"</span>,\n            <span class=\"pl-s1\">column</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"role_names\"</span>,\n        ),\n    )</pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-04-21T09:31:55-07:00", "created_utc": "2021-04-21T16:31:55+00:00", "updated": "2021-04-28T16:23:10-07:00", "updated_utc": "2021-04-28T23:23:10+00:00", "shot_hash": "b908bf07608a7730778650f861b6fb75", "slug": "filter-by-comma-separated-values"}, {"path": "django_just-with-django.md", "topic": "django", "title": "Using just with Django", "url": "https://github.com/simonw/til/blob/main/django/just-with-django.md", "body": "Jeff Triplett [convinced me](https://twitter.com/webology/status/1532860591307726851) to take a look at [just](https://github.com/casey/just) as a command automation tool - sort of an alternative to Make, except with a focus on commands rather than managing build dependencies.\n\nI really like it, and I've started using it for my own Django projects.\n\n## Installing with Homebrew\n\nInstalling just on my Mac was easy:\n\n    brew install just\n\nThe tool is written in Rust and provides binaries for basically everything - there are [plenty more ways](https://github.com/casey/just/blob/master/README.md#installation) to install it.\n\n## Writing a Justfile\n\nThe `Justfile` defines which commands `just` makes available. When you run `just` it looks for a `Justfile` in the current or any parent directory.\n\nCommands in that file are run as if the working directory was the directory containing the `Justfile`.\n\nHere's the file I've built so far for my current Django project. The project already uses `pipenv` and has some slightly convoluted environment requirements - just is a perfect tool for patching over those so I don't have to think about them any more. \n\nI added some comments to help explain what's going on:\n\n```\n# Using export here causes this DATABASE_URL to be made available as an\n# environment variable for any command run by Just\nexport DATABASE_URL := \"postgresql://localhost/myproject\"\n\n# The first command is the default if you run \"just\" with no options.\n# I used *options to allow this to accept options, which means I can run:\n#\n#    just test -k auth --pdb\n#\n# To pass the \"-k auth --pdb\" options to pytest\n\n@test *options:\n  pipenv run pytest {{options}}\n\n# This starts the Django development server with an extra environment variable\n# I also print out a URL to the console so I can click on it without\n# remembering which extra item I configured in /etc/hosts for this project\n@server:\n  echo \"Starting http://myapp.local:8000/\"\n  DJANGO_SETTINGS_MODULE=\"config.localhost\" pipenv run ./manage.py runserver\n\n# I added this so I could run things like \"just manage migrate\" to run migrations\n@manage *options:\n  DJANGO_SETTINGS_MODULE=\"config.localhost\" pipenv run ./manage.py {{options}}\n```\nThe `@` before a command name causes that command to NOT output each line to the console before it is executed, which I found is usually what I wanted.\n\nHere's what that example looks like without the comments: it's pretty succinct.\n\n```\nexport DATABASE_URL := \"postgresql://localhost/myproject\"\n\n@test *options:\n  pipenv run pytest {{options}}\n\n@server:\n  echo \"Starting http://myapp.local:8000/\"\n  DJANGO_SETTINGS_MODULE=\"config.localhost\" pipenv run ./manage.py runserver\n\n@manage *options:\n  DJANGO_SETTINGS_MODULE=\"config.localhost\" pipenv run ./manage.py {{options}}\n```\n\n## What this lets me do\n\nTo list all options:\n```\n% just --list\nAvailable recipes:\n    manage *options\n    server\n    test *options\n```\n\nTo run all of my tests:\n\n    just\n\nTo run specific tests\n\n    just test -k name\n\nTo run tests, stopping at the first error and opening a debugger:\n\n    just test -x --pdb\n\nTo start my development server running:\n\n    just server\n\nTo run migrations:\n\n    just manage migrate\n\nTo run `./manage.py shell`:\n\n    just manage shell\n\n## More examples\n\nI found Jeff's [scripts-to-rule-them-all](https://github.com/jefftriplett/scripts-to-rule-them-all) example really helpful in learning how to use `just`.\n\nThe [official README](https://github.com/casey/just/blob/master/README.md) is excellent.", "html": "<p>Jeff Triplett <a href=\"https://twitter.com/webology/status/1532860591307726851\" rel=\"nofollow\">convinced me</a> to take a look at <a href=\"https://github.com/casey/just\">just</a> as a command automation tool - sort of an alternative to Make, except with a focus on commands rather than managing build dependencies.</p>\n<p>I really like it, and I've started using it for my own Django projects.</p>\n<h2>\n<a id=\"user-content-installing-with-homebrew\" class=\"anchor\" href=\"#installing-with-homebrew\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Installing with Homebrew</h2>\n<p>Installing just on my Mac was easy:</p>\n<pre><code>brew install just\n</code></pre>\n<p>The tool is written in Rust and provides binaries for basically everything - there are <a href=\"https://github.com/casey/just/blob/master/README.md#installation\">plenty more ways</a> to install it.</p>\n<h2>\n<a id=\"user-content-writing-a-justfile\" class=\"anchor\" href=\"#writing-a-justfile\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Writing a Justfile</h2>\n<p>The <code>Justfile</code> defines which commands <code>just</code> makes available. When you run <code>just</code> it looks for a <code>Justfile</code> in the current or any parent directory.</p>\n<p>Commands in that file are run as if the working directory was the directory containing the <code>Justfile</code>.</p>\n<p>Here's the file I've built so far for my current Django project. The project already uses <code>pipenv</code> and has some slightly convoluted environment requirements - just is a perfect tool for patching over those so I don't have to think about them any more.</p>\n<p>I added some comments to help explain what's going on:</p>\n<pre><code># Using export here causes this DATABASE_URL to be made available as an\n# environment variable for any command run by Just\nexport DATABASE_URL := \"postgresql://localhost/myproject\"\n\n# The first command is the default if you run \"just\" with no options.\n# I used *options to allow this to accept options, which means I can run:\n#\n#    just test -k auth --pdb\n#\n# To pass the \"-k auth --pdb\" options to pytest\n\n@test *options:\n  pipenv run pytest {{options}}\n\n# This starts the Django development server with an extra environment variable\n# I also print out a URL to the console so I can click on it without\n# remembering which extra item I configured in /etc/hosts for this project\n@server:\n  echo \"Starting http://myapp.local:8000/\"\n  DJANGO_SETTINGS_MODULE=\"config.localhost\" pipenv run ./manage.py runserver\n\n# I added this so I could run things like \"just manage migrate\" to run migrations\n@manage *options:\n  DJANGO_SETTINGS_MODULE=\"config.localhost\" pipenv run ./manage.py {{options}}\n</code></pre>\n<p>The <code>@</code> before a command name causes that command to NOT output each line to the console before it is executed, which I found is usually what I wanted.</p>\n<p>Here's what that example looks like without the comments: it's pretty succinct.</p>\n<pre><code>export DATABASE_URL := \"postgresql://localhost/myproject\"\n\n@test *options:\n  pipenv run pytest {{options}}\n\n@server:\n  echo \"Starting http://myapp.local:8000/\"\n  DJANGO_SETTINGS_MODULE=\"config.localhost\" pipenv run ./manage.py runserver\n\n@manage *options:\n  DJANGO_SETTINGS_MODULE=\"config.localhost\" pipenv run ./manage.py {{options}}\n</code></pre>\n<h2>\n<a id=\"user-content-what-this-lets-me-do\" class=\"anchor\" href=\"#what-this-lets-me-do\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>What this lets me do</h2>\n<p>To list all options:</p>\n<pre><code>% just --list\nAvailable recipes:\n    manage *options\n    server\n    test *options\n</code></pre>\n<p>To run all of my tests:</p>\n<pre><code>just\n</code></pre>\n<p>To run specific tests</p>\n<pre><code>just test -k name\n</code></pre>\n<p>To run tests, stopping at the first error and opening a debugger:</p>\n<pre><code>just test -x --pdb\n</code></pre>\n<p>To start my development server running:</p>\n<pre><code>just server\n</code></pre>\n<p>To run migrations:</p>\n<pre><code>just manage migrate\n</code></pre>\n<p>To run <code>./manage.py shell</code>:</p>\n<pre><code>just manage shell\n</code></pre>\n<h2>\n<a id=\"user-content-more-examples\" class=\"anchor\" href=\"#more-examples\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>More examples</h2>\n<p>I found Jeff's <a href=\"https://github.com/jefftriplett/scripts-to-rule-them-all\">scripts-to-rule-them-all</a> example really helpful in learning how to use <code>just</code>.</p>\n<p>The <a href=\"https://github.com/casey/just/blob/master/README.md\">official README</a> is excellent.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-06-06T14:24:37-07:00", "created_utc": "2022-06-06T21:24:37+00:00", "updated": "2022-06-06T14:24:37-07:00", "updated_utc": "2022-06-06T21:24:37+00:00", "shot_hash": "27d773c9510b97c00f6ed94bbc061e52", "slug": "just-with-django"}, {"path": "django_migration-postgresql-fuzzystrmatch.md", "topic": "django", "title": "Enabling the fuzzystrmatch extension in PostgreSQL with a Django migration", "url": "https://github.com/simonw/til/blob/main/django/migration-postgresql-fuzzystrmatch.md", "body": "The PostgreSQL [fuzzystrmatch extension](https://www.postgresql.org/docs/13/fuzzystrmatch.html) enables several functions for fuzzy string matching: `soundex()`, `difference()`, `levenshtein()`, `levenshtein_less_equal()`, `metaphone()`, `dmetaphone()` and `dmetaphone_alt()`.\n\nEnabling them for use with Django turns out to be really easy - it just takes a migration that looks something like this:\n\n```python\nfrom django.contrib.postgres.operations import CreateExtension\nfrom django.db import migrations\n\n\nclass Migration(migrations.Migration):\n\n    dependencies = [\n        (\"core\", \"0089_importrun_sourcelocation\"),\n    ]\n\n    operations = [\n        CreateExtension(name=\"fuzzystrmatch\"),\n    ]\n```", "html": "<p>The PostgreSQL <a href=\"https://www.postgresql.org/docs/13/fuzzystrmatch.html\" rel=\"nofollow\">fuzzystrmatch extension</a> enables several functions for fuzzy string matching: <code>soundex()</code>, <code>difference()</code>, <code>levenshtein()</code>, <code>levenshtein_less_equal()</code>, <code>metaphone()</code>, <code>dmetaphone()</code> and <code>dmetaphone_alt()</code>.</p>\n<p>Enabling them for use with Django turns out to be really easy - it just takes a migration that looks something like this:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">contrib</span>.<span class=\"pl-s1\">postgres</span>.<span class=\"pl-s1\">operations</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">CreateExtension</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">db</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">migrations</span>\n\n\n<span class=\"pl-k\">class</span> <span class=\"pl-v\">Migration</span>(<span class=\"pl-s1\">migrations</span>.<span class=\"pl-v\">Migration</span>):\n\n    <span class=\"pl-s1\">dependencies</span> <span class=\"pl-c1\">=</span> [\n        (<span class=\"pl-s\">\"core\"</span>, <span class=\"pl-s\">\"0089_importrun_sourcelocation\"</span>),\n    ]\n\n    <span class=\"pl-s1\">operations</span> <span class=\"pl-c1\">=</span> [\n        <span class=\"pl-v\">CreateExtension</span>(<span class=\"pl-s1\">name</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"fuzzystrmatch\"</span>),\n    ]</pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-04-18T12:32:58-07:00", "created_utc": "2021-04-18T19:32:58+00:00", "updated": "2021-04-18T12:32:58-07:00", "updated_utc": "2021-04-18T19:32:58+00:00", "shot_hash": "a95d79750b014c729ca6aca5db4665ee", "slug": "migration-postgresql-fuzzystrmatch"}, {"path": "django_migration-using-cte.md", "topic": "django", "title": "Django data migration using a PostgreSQL CTE", "url": "https://github.com/simonw/til/blob/main/django/migration-using-cte.md", "body": "I figured out how to use a PostgreSQL CTE as part of an update statement in a Django data migration. The trick here is mainly understanding how to combine CTEs with a PostgreSQL update - here's the pattern for that:\n\n```sql\nwith something as (\n  select id, created_at from ...\n)\nupdate mytable\n  set\n    created_at = something.created_at\n  from\n    something\n  where\n    mytable.id = something.id\n```\nHere's the full migration I wrote:\n```python\nfrom django.db import migrations\n\nSQL = \"\"\"\nwith created_at_by_reversion as (\n  select\n    location.id as id, min(date_created) as created_at\n  from location\n    join reversion_version on (location.id = reversion_version.object_id::integer and reversion_version.content_type_id = 18)\n    join reversion_revision on reversion_revision.id = reversion_version.revision_id\n  group by location.id\n),\ncreated_at_by_source_location as (\n  select\n    location.id as id, min(source_location.created_at) as created_at\n  from source_location\n    join location on source_location.matched_location_id = location.id\n  group by location.id\n),\nnew_created_at_for_locations as (\n  select\n    location.id,\n    created_at_by_reversion.created_at as created_at_by_reversion,\n    created_at_by_source_location.created_at as created_at_by_source_location,\n    coalesce(created_at_by_reversion.created_at, created_at_by_source_location.created_at) as new_created_at\n  from location\n    left join created_at_by_source_location on created_at_by_source_location.id = location.id\n    left join created_at_by_reversion on created_at_by_reversion.id = location.id\n)\nupdate location\n  set\n    created_at = new_created_at_for_locations.new_created_at\n  from\n    new_created_at_for_locations\n  where\n    location.id = new_created_at_for_locations.id\n\"\"\"\n\n\nclass Migration(migrations.Migration):\n\n    dependencies = [\n        (\"core\", \"0132_location_created_at_created_by\"),\n    ]\n\n    operations = [\n        migrations.RunSQL(\n            sql=SQL,\n            reverse_sql=migrations.RunSQL.noop,\n        ),\n    ]\n```", "html": "<p>I figured out how to use a PostgreSQL CTE as part of an update statement in a Django data migration. The trick here is mainly understanding how to combine CTEs with a PostgreSQL update - here's the pattern for that:</p>\n<div class=\"highlight highlight-source-sql\"><pre>with something <span class=\"pl-k\">as</span> (\n  <span class=\"pl-k\">select</span> id, created_at <span class=\"pl-k\">from</span> ...\n)\n<span class=\"pl-k\">update</span> mytable\n  <span class=\"pl-k\">set</span>\n    created_at <span class=\"pl-k\">=</span> <span class=\"pl-c1\">something</span>.<span class=\"pl-c1\">created_at</span>\n  <span class=\"pl-k\">from</span>\n    something\n  <span class=\"pl-k\">where</span>\n    <span class=\"pl-c1\">mytable</span>.<span class=\"pl-c1\">id</span> <span class=\"pl-k\">=</span> <span class=\"pl-c1\">something</span>.<span class=\"pl-c1\">id</span></pre></div>\n<p>Here's the full migration I wrote:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">db</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">migrations</span>\n\n<span class=\"pl-v\">SQL</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s\">\"\"\"</span>\n<span class=\"pl-s\">with created_at_by_reversion as (</span>\n<span class=\"pl-s\">  select</span>\n<span class=\"pl-s\">    location.id as id, min(date_created) as created_at</span>\n<span class=\"pl-s\">  from location</span>\n<span class=\"pl-s\">    join reversion_version on (location.id = reversion_version.object_id::integer and reversion_version.content_type_id = 18)</span>\n<span class=\"pl-s\">    join reversion_revision on reversion_revision.id = reversion_version.revision_id</span>\n<span class=\"pl-s\">  group by location.id</span>\n<span class=\"pl-s\">),</span>\n<span class=\"pl-s\">created_at_by_source_location as (</span>\n<span class=\"pl-s\">  select</span>\n<span class=\"pl-s\">    location.id as id, min(source_location.created_at) as created_at</span>\n<span class=\"pl-s\">  from source_location</span>\n<span class=\"pl-s\">    join location on source_location.matched_location_id = location.id</span>\n<span class=\"pl-s\">  group by location.id</span>\n<span class=\"pl-s\">),</span>\n<span class=\"pl-s\">new_created_at_for_locations as (</span>\n<span class=\"pl-s\">  select</span>\n<span class=\"pl-s\">    location.id,</span>\n<span class=\"pl-s\">    created_at_by_reversion.created_at as created_at_by_reversion,</span>\n<span class=\"pl-s\">    created_at_by_source_location.created_at as created_at_by_source_location,</span>\n<span class=\"pl-s\">    coalesce(created_at_by_reversion.created_at, created_at_by_source_location.created_at) as new_created_at</span>\n<span class=\"pl-s\">  from location</span>\n<span class=\"pl-s\">    left join created_at_by_source_location on created_at_by_source_location.id = location.id</span>\n<span class=\"pl-s\">    left join created_at_by_reversion on created_at_by_reversion.id = location.id</span>\n<span class=\"pl-s\">)</span>\n<span class=\"pl-s\">update location</span>\n<span class=\"pl-s\">  set</span>\n<span class=\"pl-s\">    created_at = new_created_at_for_locations.new_created_at</span>\n<span class=\"pl-s\">  from</span>\n<span class=\"pl-s\">    new_created_at_for_locations</span>\n<span class=\"pl-s\">  where</span>\n<span class=\"pl-s\">    location.id = new_created_at_for_locations.id</span>\n<span class=\"pl-s\">\"\"\"</span>\n\n\n<span class=\"pl-k\">class</span> <span class=\"pl-v\">Migration</span>(<span class=\"pl-s1\">migrations</span>.<span class=\"pl-v\">Migration</span>):\n\n    <span class=\"pl-s1\">dependencies</span> <span class=\"pl-c1\">=</span> [\n        (<span class=\"pl-s\">\"core\"</span>, <span class=\"pl-s\">\"0132_location_created_at_created_by\"</span>),\n    ]\n\n    <span class=\"pl-s1\">operations</span> <span class=\"pl-c1\">=</span> [\n        <span class=\"pl-s1\">migrations</span>.<span class=\"pl-v\">RunSQL</span>(\n            <span class=\"pl-s1\">sql</span><span class=\"pl-c1\">=</span><span class=\"pl-v\">SQL</span>,\n            <span class=\"pl-s1\">reverse_sql</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">migrations</span>.<span class=\"pl-v\">RunSQL</span>.<span class=\"pl-s1\">noop</span>,\n        ),\n    ]</pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-05-17T17:04:29-07:00", "created_utc": "2021-05-18T00:04:29+00:00", "updated": "2021-05-17T17:04:29-07:00", "updated_utc": "2021-05-18T00:04:29+00:00", "shot_hash": "4f4a982442ef5d9b9bb40127c0d7949e", "slug": "migration-using-cte"}, {"path": "django_migrations-runsql-noop.md", "topic": "django", "title": "migrations.RunSQL.noop for reversible SQL migrations", "url": "https://github.com/simonw/til/blob/main/django/migrations-runsql-noop.md", "body": "`migrations.RunSQL.noop` provides an easy way to create \"reversible\" Django SQL migrations, where the reverse operation does nothing (but keeps it possible to reverse back to a previous migration state without being blocked by an irreversible migration).\n\n```python\nfrom django.db import migrations\n\n\nclass Migration(migrations.Migration):\n\n    dependencies = [\n        (\"app\", \"0114_last_migration\"),\n    ]\n\n    operations = [\n        migrations.RunSQL(\n            sql=\"\"\"\n                update concordance_identifier\n                set authority = replace(authority, ':', '_')\n                where authority like '%:%'\n            \"\"\",\n            reverse_sql=migrations.RunSQL.noop,\n        )\n    ]\n```", "html": "<p><code>migrations.RunSQL.noop</code> provides an easy way to create \"reversible\" Django SQL migrations, where the reverse operation does nothing (but keeps it possible to reverse back to a previous migration state without being blocked by an irreversible migration).</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">db</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">migrations</span>\n\n\n<span class=\"pl-k\">class</span> <span class=\"pl-v\">Migration</span>(<span class=\"pl-s1\">migrations</span>.<span class=\"pl-v\">Migration</span>):\n\n    <span class=\"pl-s1\">dependencies</span> <span class=\"pl-c1\">=</span> [\n        (<span class=\"pl-s\">\"app\"</span>, <span class=\"pl-s\">\"0114_last_migration\"</span>),\n    ]\n\n    <span class=\"pl-s1\">operations</span> <span class=\"pl-c1\">=</span> [\n        <span class=\"pl-s1\">migrations</span>.<span class=\"pl-v\">RunSQL</span>(\n            <span class=\"pl-s1\">sql</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"\"\"</span>\n<span class=\"pl-s\">                update concordance_identifier</span>\n<span class=\"pl-s\">                set authority = replace(authority, ':', '_')</span>\n<span class=\"pl-s\">                where authority like '%:%'</span>\n<span class=\"pl-s\">            \"\"\"</span>,\n            <span class=\"pl-s1\">reverse_sql</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">migrations</span>.<span class=\"pl-v\">RunSQL</span>.<span class=\"pl-s1\">noop</span>,\n        )\n    ]</pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-05-02T10:48:46-07:00", "created_utc": "2021-05-02T17:48:46+00:00", "updated": "2021-05-02T10:48:46-07:00", "updated_utc": "2021-05-02T17:48:46+00:00", "shot_hash": "03f66f89626893e5a1a0374109ec84e8", "slug": "migrations-runsql-noop"}, {"path": "django_postgresql-full-text-search-admin.md", "topic": "django", "title": "PostgreSQL full-text search in the Django Admin", "url": "https://github.com/simonw/til/blob/main/django/postgresql-full-text-search-admin.md", "body": "Django 3.1 introduces PostgreSQL `search_type=\"websearch\"` - which gives you search with advanced operators like `\"phrase search\" -excluding`. James Turk [wrote about this here](https://jamesturk.net/posts/websearch-in-django-31/), and it's also in [my weeknotes](https://simonwillison.net/2020/Jul/23/datasette-copyable-datasette-insert-api/).\n\nI decided to add it to my Django Admin interface. It was _really easy_ using the `get_search_results()` model admin method, [documented here](https://docs.djangoproject.com/en/3.0/ref/contrib/admin/#django.contrib.admin.ModelAdmin.get_search_results).\n\nMy models already have a `search_document` full-text search column, as described in [Implementing faceted search with Django and PostgreSQL](https://simonwillison.net/2017/Oct/5/django-postgresql-faceted-search/). So all I needed to add to my `ModelAdmin` subclasses was this:\n\n```python\n    def get_search_results(self, request, queryset, search_term):\n        if not search_term:\n            return super().get_search_results(\n                request, queryset, search_term\n            )\n        query = SearchQuery(search_term, search_type=\"websearch\")\n        rank = SearchRank(F(\"search_document\"), query)\n        queryset = (\n            queryset\n            .annotate(rank=rank)\n            .filter(search_document=query)\n            .order_by(\"-rank\")\n        )\n        return queryset, False\n```\nHere's [the full implementation](https://github.com/simonw/simonwillisonblog/blob/6c0de9f9976ef831fe92106be662d77dfe80b32a/blog/admin.py) for my personal blog.", "html": "<p>Django 3.1 introduces PostgreSQL <code>search_type=\"websearch\"</code> - which gives you search with advanced operators like <code>\"phrase search\" -excluding</code>. James Turk <a href=\"https://jamesturk.net/posts/websearch-in-django-31/\" rel=\"nofollow\">wrote about this here</a>, and it's also in <a href=\"https://simonwillison.net/2020/Jul/23/datasette-copyable-datasette-insert-api/\" rel=\"nofollow\">my weeknotes</a>.</p>\n<p>I decided to add it to my Django Admin interface. It was <em>really easy</em> using the <code>get_search_results()</code> model admin method, <a href=\"https://docs.djangoproject.com/en/3.0/ref/contrib/admin/#django.contrib.admin.ModelAdmin.get_search_results\" rel=\"nofollow\">documented here</a>.</p>\n<p>My models already have a <code>search_document</code> full-text search column, as described in <a href=\"https://simonwillison.net/2017/Oct/5/django-postgresql-faceted-search/\" rel=\"nofollow\">Implementing faceted search with Django and PostgreSQL</a>. So all I needed to add to my <code>ModelAdmin</code> subclasses was this:</p>\n<div class=\"highlight highlight-source-python\"><pre>    <span class=\"pl-k\">def</span> <span class=\"pl-en\">get_search_results</span>(<span class=\"pl-s1\">self</span>, <span class=\"pl-s1\">request</span>, <span class=\"pl-s1\">queryset</span>, <span class=\"pl-s1\">search_term</span>):\n        <span class=\"pl-k\">if</span> <span class=\"pl-c1\">not</span> <span class=\"pl-s1\">search_term</span>:\n            <span class=\"pl-k\">return</span> <span class=\"pl-en\">super</span>().<span class=\"pl-en\">get_search_results</span>(\n                <span class=\"pl-s1\">request</span>, <span class=\"pl-s1\">queryset</span>, <span class=\"pl-s1\">search_term</span>\n            )\n        <span class=\"pl-s1\">query</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">SearchQuery</span>(<span class=\"pl-s1\">search_term</span>, <span class=\"pl-s1\">search_type</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"websearch\"</span>)\n        <span class=\"pl-s1\">rank</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">SearchRank</span>(<span class=\"pl-v\">F</span>(<span class=\"pl-s\">\"search_document\"</span>), <span class=\"pl-s1\">query</span>)\n        <span class=\"pl-s1\">queryset</span> <span class=\"pl-c1\">=</span> (\n            <span class=\"pl-s1\">queryset</span>\n            .<span class=\"pl-en\">annotate</span>(<span class=\"pl-s1\">rank</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">rank</span>)\n            .<span class=\"pl-en\">filter</span>(<span class=\"pl-s1\">search_document</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">query</span>)\n            .<span class=\"pl-en\">order_by</span>(<span class=\"pl-s\">\"-rank\"</span>)\n        )\n        <span class=\"pl-k\">return</span> <span class=\"pl-s1\">queryset</span>, <span class=\"pl-c1\">False</span></pre></div>\n<p>Here's <a href=\"https://github.com/simonw/simonwillisonblog/blob/6c0de9f9976ef831fe92106be662d77dfe80b32a/blog/admin.py\">the full implementation</a> for my personal blog.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-07-25T15:36:17-07:00", "created_utc": "2020-07-25T22:36:17+00:00", "updated": "2020-07-25T15:36:17-07:00", "updated_utc": "2020-07-25T22:36:17+00:00", "shot_hash": "8239440a6854c5c8b57e7d7f3ca75098", "slug": "postgresql-full-text-search-admin"}, {"path": "django_pretty-print-json-admin.md", "topic": "django", "title": "Pretty-printing all read-only JSON in the Django admin", "url": "https://github.com/simonw/til/blob/main/django/pretty-print-json-admin.md", "body": "I have a bunch of models with JSON fields that are marked as read-only in the Django admin - usually because they're recording the raw JSON that was imported from an API somewhere to create an object, for debugging purposes.\n\nHere's a pattern I found for pretty-printing ANY JSON value that is displayed in a read-only field in the admin. Create a template called `admin/change_form.html` and populate it with the following:\n\n```html+django\n{% extends \"admin/change_form.html\" %}\n{% block admin_change_form_document_ready %}\n{{ block.super }}\n<script>\nArray.from(document.querySelectorAll('div.readonly')).forEach(div => {\n    let data;\n    try {\n        data = JSON.parse(div.innerText);\n    } catch {\n        // Not valid JSON\n        return;\n    }\n    div.style.whiteSpace = 'pre-wrap';\n    div.style.fontFamily = 'courier';\n    div.style.fontSize = '0.9em';\n    div.innerText = JSON.stringify(data, null, 2);\n});\n</script>\n{% endblock %}\n```\nThis JavaScript will execute on every Django change form page, scanning for `div.readonly`, checking to see if the div contains a valid JSON value and pretty-printing it using JavaScript if it does.\n\nIt's a cheap hack and it works great.", "html": "<p>I have a bunch of models with JSON fields that are marked as read-only in the Django admin - usually because they're recording the raw JSON that was imported from an API somewhere to create an object, for debugging purposes.</p>\n<p>Here's a pattern I found for pretty-printing ANY JSON value that is displayed in a read-only field in the admin. Create a template called <code>admin/change_form.html</code> and populate it with the following:</p>\n<div class=\"highlight highlight-text-html-django\"><pre><span class=\"pl-e\">{%</span> <span class=\"pl-k\">extends</span> <span class=\"pl-s\">\"admin/change_form.html\"</span> <span class=\"pl-e\">%}</span>\n<span class=\"pl-e\">{%</span> <span class=\"pl-k\">block</span> <span class=\"pl-s\">admin_change_form_document_ready</span> <span class=\"pl-e\">%}</span>\n{{ block.super }}\n&lt;<span class=\"pl-ent\">script</span>&gt;<span class=\"pl-s1\"></span>\n<span class=\"pl-s1\"><span class=\"pl-c1\">Array</span>.<span class=\"pl-en\">from</span>(<span class=\"pl-c1\">document</span>.<span class=\"pl-c1\">querySelectorAll</span>(<span class=\"pl-s\"><span class=\"pl-pds\">'</span>div.readonly<span class=\"pl-pds\">'</span></span>)).<span class=\"pl-c1\">forEach</span>(<span class=\"pl-smi\">div</span> <span class=\"pl-k\">=&gt;</span> {</span>\n<span class=\"pl-s1\">    <span class=\"pl-k\">let</span> data;</span>\n<span class=\"pl-s1\">    <span class=\"pl-k\">try</span> {</span>\n<span class=\"pl-s1\">        data <span class=\"pl-k\">=</span> <span class=\"pl-c1\">JSON</span>.<span class=\"pl-c1\">parse</span>(<span class=\"pl-smi\">div</span>.<span class=\"pl-smi\">innerText</span>);</span>\n<span class=\"pl-s1\">    } <span class=\"pl-k\">catch</span> {</span>\n<span class=\"pl-s1\">        <span class=\"pl-c\"><span class=\"pl-c\">//</span> Not valid JSON</span></span>\n<span class=\"pl-s1\">        <span class=\"pl-k\">return</span>;</span>\n<span class=\"pl-s1\">    }</span>\n<span class=\"pl-s1\">    <span class=\"pl-smi\">div</span>.<span class=\"pl-c1\">style</span>.<span class=\"pl-c1\">whiteSpace</span> <span class=\"pl-k\">=</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>pre-wrap<span class=\"pl-pds\">'</span></span>;</span>\n<span class=\"pl-s1\">    <span class=\"pl-smi\">div</span>.<span class=\"pl-c1\">style</span>.<span class=\"pl-c1\">fontFamily</span> <span class=\"pl-k\">=</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>courier<span class=\"pl-pds\">'</span></span>;</span>\n<span class=\"pl-s1\">    <span class=\"pl-smi\">div</span>.<span class=\"pl-c1\">style</span>.<span class=\"pl-c1\">fontSize</span> <span class=\"pl-k\">=</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>0.9em<span class=\"pl-pds\">'</span></span>;</span>\n<span class=\"pl-s1\">    <span class=\"pl-smi\">div</span>.<span class=\"pl-smi\">innerText</span> <span class=\"pl-k\">=</span> <span class=\"pl-c1\">JSON</span>.<span class=\"pl-c1\">stringify</span>(data, <span class=\"pl-c1\">null</span>, <span class=\"pl-c1\">2</span>);</span>\n<span class=\"pl-s1\">});</span>\n<span class=\"pl-s1\"></span>&lt;/<span class=\"pl-ent\">script</span>&gt;\n<span class=\"pl-e\">{%</span> <span class=\"pl-k\">endblock</span> <span class=\"pl-e\">%}</span></pre></div>\n<p>This JavaScript will execute on every Django change form page, scanning for <code>div.readonly</code>, checking to see if the div contains a valid JSON value and pretty-printing it using JavaScript if it does.</p>\n<p>It's a cheap hack and it works great.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-03-07T23:02:09-08:00", "created_utc": "2021-03-08T07:02:09+00:00", "updated": "2021-03-07T23:02:09-08:00", "updated_utc": "2021-03-08T07:02:09+00:00", "shot_hash": "1d4911dda034b51c8bcb108131578df4", "slug": "pretty-print-json-admin"}, {"path": "django_show-timezone-in-django-admin.md", "topic": "django", "title": "Show the timezone for datetimes in the Django admin", "url": "https://github.com/simonw/til/blob/main/django/show-timezone-in-django-admin.md", "body": "Django supports storing dates in a database as UTC but displaying them in some other timezone - which is good. But... by default datetimes are shown in the Django admin interface without any clue as to what timezone they are being displayed in.\n\nThis is really confusing. A time may be stored as UTC in the database but in the admin interface it's displaying in PST, without any visual indication as to what is going on.\n\nI found a pattern today for improving this. You can use `django.conf.locale.en.formats` to specify a custom date format for a specific locale (thanks, [Stack Overflow](https://stackoverflow.com/a/32355642)). Then you can use the `e` date format option to include a string indicating the timezone that is being displayed, as [documented here](https://docs.djangoproject.com/en/3.1/ref/templates/builtins/#date).\n\nIn `settings.py` do this:\n\n```python\nfrom django.conf.locale.en import formats as en_formats\n\nen_formats.DATETIME_FORMAT = \"jS M Y fA e\"\n```\n\nI added a middleware to force the displayed timezone for every page on my site to `America/Los_Angeles` like so:\n\n```python\nfrom django.utils import timezone\nimport pytz\n\nclass TimezoneMiddleware:\n    def __init__(self, get_response):\n        self.get_response = get_response\n\n    def __call__(self, request):\n        timezone.activate(pytz.timezone(\"America/Los_Angeles\"))\n        return self.get_response(request)\n```\nI put this in a file called `core/timezone_middleware.py` and added it to my `MIDDLEWARE` setting in `settings.py` like so:\n```\nMIDDLEWARE = [\n    # ...\n    \"core.timezone_middleware.TimezoneMiddleware\",\n]\n```\nNow datetimes show up in my admin interface looking like this, with a `PST` suffix:\n\n<img width=\"593\" alt=\"Select_report_to_change___Django_site_admin\" src=\"https://user-images.githubusercontent.com/9599/109755937-c4fd1600-7b9b-11eb-9c65-f84bbb84ed21.png\">\n\n## Showing UTC too\n\nI decided I'd like to see the UTC time too, just to help me truly understand what had been stored. I did that by adding the following method to my Django model class:\n\n```python\n# Earlier\nfrom django.utils import dateformat\nimport pytz\n\n# Added to the model class:\n\n    def created_at_utc(self):\n        tz = pytz.UTC\n        created_at_utc = timezone.localtime(self.created_at, tz)\n        return (\n            dateformat.format(created_at_utc, \"jS M Y fA e\")\n        )\n```\nThen I added `created_at_utc` to both the `list_filter` and the `readonly_fields` tuples in the admin configuration for that model. This caused it to show up in the list view and also as a read-only field at the bottom of the edit view.\n\n<img width=\"651\" alt=\"Change_report___Django_site_admin\" src=\"https://user-images.githubusercontent.com/9599/109756379-afd4b700-7b9c-11eb-8bc4-acb168c53943.png\">\n\nNote that I'm calling `dateformat.format()` in the method and returning a string - this ensures Django's automatic formatting doesn't get the chance to convert it back to PST again.", "html": "<p>Django supports storing dates in a database as UTC but displaying them in some other timezone - which is good. But... by default datetimes are shown in the Django admin interface without any clue as to what timezone they are being displayed in.</p>\n<p>This is really confusing. A time may be stored as UTC in the database but in the admin interface it's displaying in PST, without any visual indication as to what is going on.</p>\n<p>I found a pattern today for improving this. You can use <code>django.conf.locale.en.formats</code> to specify a custom date format for a specific locale (thanks, <a href=\"https://stackoverflow.com/a/32355642\" rel=\"nofollow\">Stack Overflow</a>). Then you can use the <code>e</code> date format option to include a string indicating the timezone that is being displayed, as <a href=\"https://docs.djangoproject.com/en/3.1/ref/templates/builtins/#date\" rel=\"nofollow\">documented here</a>.</p>\n<p>In <code>settings.py</code> do this:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">conf</span>.<span class=\"pl-s1\">locale</span>.<span class=\"pl-s1\">en</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">formats</span> <span class=\"pl-k\">as</span> <span class=\"pl-s1\">en_formats</span>\n\n<span class=\"pl-s1\">en_formats</span>.<span class=\"pl-v\">DATETIME_FORMAT</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s\">\"jS M Y fA e\"</span></pre></div>\n<p>I added a middleware to force the displayed timezone for every page on my site to <code>America/Los_Angeles</code> like so:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">utils</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">timezone</span>\n<span class=\"pl-k\">import</span> <span class=\"pl-s1\">pytz</span>\n\n<span class=\"pl-k\">class</span> <span class=\"pl-v\">TimezoneMiddleware</span>:\n    <span class=\"pl-k\">def</span> <span class=\"pl-en\">__init__</span>(<span class=\"pl-s1\">self</span>, <span class=\"pl-s1\">get_response</span>):\n        <span class=\"pl-s1\">self</span>.<span class=\"pl-s1\">get_response</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">get_response</span>\n\n    <span class=\"pl-k\">def</span> <span class=\"pl-en\">__call__</span>(<span class=\"pl-s1\">self</span>, <span class=\"pl-s1\">request</span>):\n        <span class=\"pl-s1\">timezone</span>.<span class=\"pl-en\">activate</span>(<span class=\"pl-s1\">pytz</span>.<span class=\"pl-en\">timezone</span>(<span class=\"pl-s\">\"America/Los_Angeles\"</span>))\n        <span class=\"pl-k\">return</span> <span class=\"pl-s1\">self</span>.<span class=\"pl-en\">get_response</span>(<span class=\"pl-s1\">request</span>)</pre></div>\n<p>I put this in a file called <code>core/timezone_middleware.py</code> and added it to my <code>MIDDLEWARE</code> setting in <code>settings.py</code> like so:</p>\n<pre><code>MIDDLEWARE = [\n    # ...\n    \"core.timezone_middleware.TimezoneMiddleware\",\n]\n</code></pre>\n<p>Now datetimes show up in my admin interface looking like this, with a <code>PST</code> suffix:</p>\n<p><a href=\"https://user-images.githubusercontent.com/9599/109755937-c4fd1600-7b9b-11eb-9c65-f84bbb84ed21.png\" target=\"_blank\" rel=\"nofollow\"><img width=\"593\" alt=\"Select_report_to_change___Django_site_admin\" src=\"https://user-images.githubusercontent.com/9599/109755937-c4fd1600-7b9b-11eb-9c65-f84bbb84ed21.png\" style=\"max-width:100%;\"></a></p>\n<h2>\n<a id=\"user-content-showing-utc-too\" class=\"anchor\" href=\"#showing-utc-too\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Showing UTC too</h2>\n<p>I decided I'd like to see the UTC time too, just to help me truly understand what had been stored. I did that by adding the following method to my Django model class:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-c\"># Earlier</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">utils</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">dateformat</span>\n<span class=\"pl-k\">import</span> <span class=\"pl-s1\">pytz</span>\n\n<span class=\"pl-c\"># Added to the model class:</span>\n\n    <span class=\"pl-k\">def</span> <span class=\"pl-en\">created_at_utc</span>(<span class=\"pl-s1\">self</span>):\n        <span class=\"pl-s1\">tz</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">pytz</span>.<span class=\"pl-v\">UTC</span>\n        <span class=\"pl-s1\">created_at_utc</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">timezone</span>.<span class=\"pl-en\">localtime</span>(<span class=\"pl-s1\">self</span>.<span class=\"pl-s1\">created_at</span>, <span class=\"pl-s1\">tz</span>)\n        <span class=\"pl-k\">return</span> (\n            <span class=\"pl-s1\">dateformat</span>.<span class=\"pl-en\">format</span>(<span class=\"pl-s1\">created_at_utc</span>, <span class=\"pl-s\">\"jS M Y fA e\"</span>)\n        )</pre></div>\n<p>Then I added <code>created_at_utc</code> to both the <code>list_filter</code> and the <code>readonly_fields</code> tuples in the admin configuration for that model. This caused it to show up in the list view and also as a read-only field at the bottom of the edit view.</p>\n<p><a href=\"https://user-images.githubusercontent.com/9599/109756379-afd4b700-7b9c-11eb-8bc4-acb168c53943.png\" target=\"_blank\" rel=\"nofollow\"><img width=\"651\" alt=\"Change_report___Django_site_admin\" src=\"https://user-images.githubusercontent.com/9599/109756379-afd4b700-7b9c-11eb-8bc4-acb168c53943.png\" style=\"max-width:100%;\"></a></p>\n<p>Note that I'm calling <code>dateformat.format()</code> in the method and returning a string - this ensures Django's automatic formatting doesn't get the chance to convert it back to PST again.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-03-02T21:17:45-08:00", "created_utc": "2021-03-03T05:17:45+00:00", "updated": "2021-03-02T21:17:45-08:00", "updated_utc": "2021-03-03T05:17:45+00:00", "shot_hash": "76244473ec3e74804200af70034ecce8", "slug": "show-timezone-in-django-admin"}, {"path": "django_testing-django-admin-with-pytest.md", "topic": "django", "title": "Writing tests for the Django admin with pytest-django", "url": "https://github.com/simonw/til/blob/main/django/testing-django-admin-with-pytest.md", "body": "I'm using [pytest-django](https://pytest-django.readthedocs.io/) on a project and I wanted to write a test for a Django admin create form submission. Here's the pattern I came up with:\n\n```python\nfrom .models import Location\nimport pytest\n\n\ndef test_admin_create_location_sets_public_id(client, admin_user):\n    client.force_login(admin_user)\n    assert Location.objects.count() == 0\n    response = client.post(\n        \"/admin/core/location/add/\",\n        {\n            \"name\": \"hello\",\n            \"state\": \"13\",\n            \"location_type\": \"1\",\n            \"latitude\": \"0\",\n            \"longitude\": \"0\",\n            \"_save\": \"Save\",\n        },\n    )\n    # 200 means the form is being re-displayed with errors\n    assert response.status_code == 302\n    location = Location.objects.order_by(\"-id\")[0]\n    assert location.name == \"hello\"\n    assert location.public_id == \"lc\"\n```\nThe trick here is to use the `client` and `admin_user` pytest-django fixtures ([documented here](https://pytest-django.readthedocs.io/en/latest/helpers.html#fixtures)) to get a configured test client and admin user object, then use `client.force_login(admin_user)` to obtain a session where that user is signed-in to the admin. Then write tests as normal.\n\n## Using the admin_client fixture\n\nEven better: use the `admin_client` fixture provided by `pytest-django \n` which is already signed into the admin:\n\n```python\ndef test_admin_create_location_sets_public_id(admin_client):\n    response = admin_client.post(\n        \"/admin/core/location/add/\",\n    # ...\n```\n\nBefore finding out that this was included I implemented my own version of it:\n\n```python\nimport pytest\n\n\n@pytest.fixture()\ndef admin_client(client, admin_user):\n    client.force_login(admin_user)\n    return client\n\n# Then write tests like this:\ndef test_admin_create_location_sets_public_id(admin_client):\n    response = admin_client.post(\n        \"/admin/core/location/add/\",\n    # ...\n```", "html": "<p>I'm using <a href=\"https://pytest-django.readthedocs.io/\" rel=\"nofollow\">pytest-django</a> on a project and I wanted to write a test for a Django admin create form submission. Here's the pattern I came up with:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> .<span class=\"pl-s1\">models</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">Location</span>\n<span class=\"pl-k\">import</span> <span class=\"pl-s1\">pytest</span>\n\n\n<span class=\"pl-k\">def</span> <span class=\"pl-en\">test_admin_create_location_sets_public_id</span>(<span class=\"pl-s1\">client</span>, <span class=\"pl-s1\">admin_user</span>):\n    <span class=\"pl-s1\">client</span>.<span class=\"pl-en\">force_login</span>(<span class=\"pl-s1\">admin_user</span>)\n    <span class=\"pl-k\">assert</span> <span class=\"pl-v\">Location</span>.<span class=\"pl-s1\">objects</span>.<span class=\"pl-en\">count</span>() <span class=\"pl-c1\">==</span> <span class=\"pl-c1\">0</span>\n    <span class=\"pl-s1\">response</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">client</span>.<span class=\"pl-en\">post</span>(\n        <span class=\"pl-s\">\"/admin/core/location/add/\"</span>,\n        {\n            <span class=\"pl-s\">\"name\"</span>: <span class=\"pl-s\">\"hello\"</span>,\n            <span class=\"pl-s\">\"state\"</span>: <span class=\"pl-s\">\"13\"</span>,\n            <span class=\"pl-s\">\"location_type\"</span>: <span class=\"pl-s\">\"1\"</span>,\n            <span class=\"pl-s\">\"latitude\"</span>: <span class=\"pl-s\">\"0\"</span>,\n            <span class=\"pl-s\">\"longitude\"</span>: <span class=\"pl-s\">\"0\"</span>,\n            <span class=\"pl-s\">\"_save\"</span>: <span class=\"pl-s\">\"Save\"</span>,\n        },\n    )\n    <span class=\"pl-c\"># 200 means the form is being re-displayed with errors</span>\n    <span class=\"pl-k\">assert</span> <span class=\"pl-s1\">response</span>.<span class=\"pl-s1\">status_code</span> <span class=\"pl-c1\">==</span> <span class=\"pl-c1\">302</span>\n    <span class=\"pl-s1\">location</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">Location</span>.<span class=\"pl-s1\">objects</span>.<span class=\"pl-en\">order_by</span>(<span class=\"pl-s\">\"-id\"</span>)[<span class=\"pl-c1\">0</span>]\n    <span class=\"pl-k\">assert</span> <span class=\"pl-s1\">location</span>.<span class=\"pl-s1\">name</span> <span class=\"pl-c1\">==</span> <span class=\"pl-s\">\"hello\"</span>\n    <span class=\"pl-k\">assert</span> <span class=\"pl-s1\">location</span>.<span class=\"pl-s1\">public_id</span> <span class=\"pl-c1\">==</span> <span class=\"pl-s\">\"lc\"</span></pre></div>\n<p>The trick here is to use the <code>client</code> and <code>admin_user</code> pytest-django fixtures (<a href=\"https://pytest-django.readthedocs.io/en/latest/helpers.html#fixtures\" rel=\"nofollow\">documented here</a>) to get a configured test client and admin user object, then use <code>client.force_login(admin_user)</code> to obtain a session where that user is signed-in to the admin. Then write tests as normal.</p>\n<h2>\n<a id=\"user-content-using-the-admin_client-fixture\" class=\"anchor\" href=\"#using-the-admin_client-fixture\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Using the admin_client fixture</h2>\n<p>Even better: use the <code>admin_client</code> fixture provided by <code>pytest-django  </code> which is already signed into the admin:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">def</span> <span class=\"pl-s1\">test_admin_create_location_sets_public_id</span>(<span class=\"pl-s1\">admin_client</span>):\n    <span class=\"pl-s1\">response</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">admin_client</span>.<span class=\"pl-s1\">post</span>(\n        <span class=\"pl-s\">\"/admin/core/location/add/\"</span>,\n    <span class=\"pl-c\"># ...</span></pre></div>\n<p>Before finding out that this was included I implemented my own version of it:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">import</span> <span class=\"pl-s1\">pytest</span>\n\n\n<span class=\"pl-en\">@<span class=\"pl-s1\">pytest</span>.<span class=\"pl-s1\">fixture</span>()</span>\n<span class=\"pl-k\">def</span> <span class=\"pl-en\">admin_client</span>(<span class=\"pl-s1\">client</span>, <span class=\"pl-s1\">admin_user</span>):\n    <span class=\"pl-s1\">client</span>.<span class=\"pl-en\">force_login</span>(<span class=\"pl-s1\">admin_user</span>)\n    <span class=\"pl-k\">return</span> <span class=\"pl-s1\">client</span>\n\n<span class=\"pl-c\"># Then write tests like this:</span>\n<span class=\"pl-k\">def</span> <span class=\"pl-s1\">test_admin_create_location_sets_public_id</span>(<span class=\"pl-s1\">admin_client</span>):\n    <span class=\"pl-s1\">response</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">admin_client</span>.<span class=\"pl-s1\">post</span>(\n        <span class=\"pl-s\">\"/admin/core/location/add/\"</span>,\n    <span class=\"pl-c\"># ...</span></pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-03-02T13:08:34-08:00", "created_utc": "2021-03-02T21:08:34+00:00", "updated": "2021-03-02T23:37:18-08:00", "updated_utc": "2021-03-03T07:37:18+00:00", "shot_hash": "9b8d9be51081f4bffc50faf2d80e3d9e", "slug": "testing-django-admin-with-pytest"}, {"path": "docker_attach-bash-to-running-container.md", "topic": "docker", "title": "Attaching a bash shell to a running Docker container", "url": "https://github.com/simonw/til/blob/main/docker/attach-bash-to-running-container.md", "body": "Use `docker ps` to find the container ID:\n\n    $ docker ps                        \n    CONTAINER ID        IMAGE                        COMMAND                  CREATED             STATUS              PORTS               NAMES\n    81b2ad3194cb        alexdebrie/livegrep-base:1   \"/livegrep-github-re\u2026\"   2 minutes ago       Up 2 minutes                            compassionate_yalow\n\nRun `docker exec -it ID bash` to start a bash session in that container:\n\n    $ docker exec -it 81b2ad3194cb bash\n\nI made the mistake of using `docker attach 81b2ad3194cb` first, which attaches you to the command running as CMD in that conatiner, and means that if you hit `Ctrl+C` you exit that command and terminate the container!", "html": "<p>Use <code>docker ps</code> to find the container ID:</p>\n<pre><code>$ docker ps                        \nCONTAINER ID        IMAGE                        COMMAND                  CREATED             STATUS              PORTS               NAMES\n81b2ad3194cb        alexdebrie/livegrep-base:1   \"/livegrep-github-re\u2026\"   2 minutes ago       Up 2 minutes                            compassionate_yalow\n</code></pre>\n<p>Run <code>docker exec -it ID bash</code> to start a bash session in that container:</p>\n<pre><code>$ docker exec -it 81b2ad3194cb bash\n</code></pre>\n<p>I made the mistake of using <code>docker attach 81b2ad3194cb</code> first, which attaches you to the command running as CMD in that conatiner, and means that if you hit <code>Ctrl+C</code> you exit that command and terminate the container!</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-08-10T08:41:01-07:00", "created_utc": "2020-08-10T15:41:01+00:00", "updated": "2020-08-10T08:41:01-07:00", "updated_utc": "2020-08-10T15:41:01+00:00", "shot_hash": "2bd34a112abf7858d6a88c4da46c3bda", "slug": "attach-bash-to-running-container"}, {"path": "docker_debian-unstable-packages.md", "topic": "docker", "title": "Installing packages from Debian unstable in a Docker image based on stable", "url": "https://github.com/simonw/til/blob/main/docker/debian-unstable-packages.md", "body": "For [Datasette #1249](https://github.com/simonw/datasette/issues/1249) I wanted to build a Docker image from the `python:3.9.2-slim-buster` base image (\"buster\" is the current stable release of Debian) but include a single package from \"sid\", the unstable Debian distribution.\n\nI needed to do this because the latest version of SpatiaLite, version 5, was available in `sid` but not in `buster` (which only has 4.3.0a):\n\nhttps://packages.debian.org/search?keywords=spatialite\n\n<img width=\"923\" alt=\"Package libsqlite3-mod-spatialite&#13;&#13;stretch (oldstable) (libs): Geospatial extension for SQLite - loadable module&#13;    4.3.0a-5+b1: amd64 arm64 armel armhf i386 mips mips64el mipsel ppc64el s390x&#13;    buster (stable) (libs): Geospatial extension for SQLite - loadable module&#13;    4.3.0a-5+b2: amd64 arm64 armel armhf i386 mips mips64el mipsel ppc64el s390x&#13;    bullseye (testing) (libs): Geospatial extension for SQLite - loadable module&#13;    5.0.1-2: amd64 arm64 armel armhf i386 mips64el mipsel ppc64el s390x&#13;    sid (unstable) (libs): Geospatial extension for SQLite - loadable module&#13;    5.0.1-2: alpha amd64 arm64 armel armhf hppa i386 m68k mips64el mipsel ppc64 ppc64el riscv64 s390x sh4 sparc64 x32&#13;    experimental (libs): Geospatial extension for SQLite - loadable module&#13;    5.0.0~beta0-1~exp2 [debports]: powerpcspe\" src=\"https://user-images.githubusercontent.com/9599/112061886-5cf77b00-8b1c-11eb-8f4c-91dce388dc33.png\">\n\nThe recipe that ended up working for me was to install `software-properties-common` to get the `apt-get-repository` command, then use that to install a package from `sid`:\n\n```dockerfile\nRUN apt-get update && \\\n    apt-get -y --no-install-recommends install software-properties-common && \\\n    add-apt-repository \"deb http://httpredir.debian.org/debian sid main\" && \\\n    apt-get update && \\\n    apt-get -t sid install -y --no-install-recommends libsqlite3-mod-spatialite\n```\n\nHere's the full Dockerfile I used:\n\n```dockerfile\nFROM python:3.9.2-slim-buster as build\n\n# software-properties-common provides add-apt-repository\nRUN apt-get update && \\\n    apt-get -y --no-install-recommends install software-properties-common && \\\n    add-apt-repository \"deb http://httpredir.debian.org/debian sid main\" && \\\n    apt-get update && \\\n    apt-get -t sid install -y --no-install-recommends libsqlite3-mod-spatialite && \\\n    apt clean && \\\n    rm -rf /var/lib/apt && \\\n    rm -rf /var/lib/dpkg\n\nRUN pip install datasette && \\\n    find /usr/local/lib -name '__pycache__' | xargs rm -r && \\\n    rm -rf /root/.cache/pip\n\nEXPOSE 8001\nCMD [\"datasette\"]\n```", "html": "<p>For <a href=\"https://github.com/simonw/datasette/issues/1249\">Datasette #1249</a> I wanted to build a Docker image from the <code>python:3.9.2-slim-buster</code> base image (\"buster\" is the current stable release of Debian) but include a single package from \"sid\", the unstable Debian distribution.</p>\n<p>I needed to do this because the latest version of SpatiaLite, version 5, was available in <code>sid</code> but not in <code>buster</code> (which only has 4.3.0a):</p>\n<p><a href=\"https://packages.debian.org/search?keywords=spatialite\" rel=\"nofollow\">https://packages.debian.org/search?keywords=spatialite</a></p>\n<p><a href=\"https://user-images.githubusercontent.com/9599/112061886-5cf77b00-8b1c-11eb-8f4c-91dce388dc33.png\" target=\"_blank\" rel=\"nofollow\"><img width=\"923\" alt=\"Package libsqlite3-mod-spatialite\r\rstretch (oldstable) (libs): Geospatial extension for SQLite - loadable module\r    4.3.0a-5+b1: amd64 arm64 armel armhf i386 mips mips64el mipsel ppc64el s390x\r    buster (stable) (libs): Geospatial extension for SQLite - loadable module\r    4.3.0a-5+b2: amd64 arm64 armel armhf i386 mips mips64el mipsel ppc64el s390x\r    bullseye (testing) (libs): Geospatial extension for SQLite - loadable module\r    5.0.1-2: amd64 arm64 armel armhf i386 mips64el mipsel ppc64el s390x\r    sid (unstable) (libs): Geospatial extension for SQLite - loadable module\r    5.0.1-2: alpha amd64 arm64 armel armhf hppa i386 m68k mips64el mipsel ppc64 ppc64el riscv64 s390x sh4 sparc64 x32\r    experimental (libs): Geospatial extension for SQLite - loadable module\r    5.0.0~beta0-1~exp2 [debports]: powerpcspe\" src=\"https://user-images.githubusercontent.com/9599/112061886-5cf77b00-8b1c-11eb-8f4c-91dce388dc33.png\" style=\"max-width:100%;\"></a></p>\n<p>The recipe that ended up working for me was to install <code>software-properties-common</code> to get the <code>apt-get-repository</code> command, then use that to install a package from <code>sid</code>:</p>\n<div class=\"highlight highlight-source-dockerfile\"><pre><span class=\"pl-k\">RUN</span> apt-get update &amp;&amp; \\\n    apt-get -y --no-install-recommends install software-properties-common &amp;&amp; \\\n    add-apt-repository <span class=\"pl-s\">\"deb http://httpredir.debian.org/debian sid main\"</span> &amp;&amp; \\\n    apt-get update &amp;&amp; \\\n    apt-get -t sid install -y --no-install-recommends libsqlite3-mod-spatialite</pre></div>\n<p>Here's the full Dockerfile I used:</p>\n<div class=\"highlight highlight-source-dockerfile\"><pre><span class=\"pl-k\">FROM</span> python:3.9.2-slim-buster as build\n\n<span class=\"pl-c\"><span class=\"pl-c\">#</span> software-properties-common provides add-apt-repository</span>\n<span class=\"pl-k\">RUN</span> apt-get update &amp;&amp; \\\n    apt-get -y --no-install-recommends install software-properties-common &amp;&amp; \\\n    add-apt-repository <span class=\"pl-s\">\"deb http://httpredir.debian.org/debian sid main\"</span> &amp;&amp; \\\n    apt-get update &amp;&amp; \\\n    apt-get -t sid install -y --no-install-recommends libsqlite3-mod-spatialite &amp;&amp; \\\n    apt clean &amp;&amp; \\\n    rm -rf /var/lib/apt &amp;&amp; \\\n    rm -rf /var/lib/dpkg\n\n<span class=\"pl-k\">RUN</span> pip install datasette &amp;&amp; \\\n    find /usr/local/lib -name <span class=\"pl-s\">'__pycache__'</span> | xargs rm -r &amp;&amp; \\\n    rm -rf /root/.cache/pip\n\n<span class=\"pl-k\">EXPOSE</span> 8001\n<span class=\"pl-k\">CMD</span> [<span class=\"pl-s\">\"datasette\"</span>]</pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-03-22T14:42:43-07:00", "created_utc": "2021-03-22T21:42:43+00:00", "updated": "2021-03-22T14:42:43-07:00", "updated_utc": "2021-03-22T21:42:43+00:00", "shot_hash": "1fb78a85967e7d8fb6cab2c7bb53b67f", "slug": "debian-unstable-packages"}, {"path": "docker_docker-compose-for-django-development.md", "topic": "docker", "title": "Docker Compose for Django development", "url": "https://github.com/simonw/til/blob/main/docker/docker-compose-for-django-development.md", "body": "I had to get Docker Compose working for a Django project, primarily to make it easier for other developers to get a working development environment.\n\nSome features of this project:\n\n- Uses GeoDjango, so needs GDAL etc for the Django app plus a PostgreSQL server running PostGIS\n- Already has a `Dockerfile` used for the production deployment, but needed a separate one for the development environment\n- Makes extensive use of Django migrations (over 100 and counting)\n\nI ended up with this `docker-compose.yml` file in the root of the project:\n\n```yaml\nversion: \"3.1\"\n\nvolumes:\n  postgresql-data:\nservices:\n  database:\n    image: postgis/postgis:13-3.1\n    restart: always\n    expose:\n      - \"5432\"\n    ports:\n      - \"5432:5432\"\n    volumes:\n      - postgresql-data:/var/lib/postgresql/data\n    environment:\n      POSTGRES_USER: postgres\n      POSTGRES_DB: mydb\n      POSTGRES_PASSWORD: postgres\n  web:\n    container_name: myapp\n    platform: linux/amd64\n    build:\n      context: .\n      dockerfile: Dockerfile.dev\n    command: python manage.py runserver 0.0.0.0:3000\n    environment:\n      DATABASE_URL: postgres://postgres:postgres@database:5432/mydb\n      DEBUG: 1\n    volumes:\n      - .:/app\n    ports:\n      - \"3000:3000\"\n    depends_on:\n      - migrations\n      - database\n  migrations:\n    platform: linux/amd64\n    build:\n      context: .\n      dockerfile: Dockerfile.dev\n    command: python manage.py migrate --noinput\n    environment:\n      DATABASE_URL: postgres://postgres:postgres@database:5432/mydb\n    volumes:\n      - .:/app\n    depends_on:\n      - database\n```\nThe `db` container runs PostGIS. It uses a named volume to persist PostgreSQL data in between container restarts.\n\nThe `web` container runs the Django development server, built using the custom `Dockerfile.dev` Dockerfile.\n\nThe `migrations` container simply runs the apps migrations and then terminates - with `depends_on` used to ensure that migrations run after the hdatabase server starts and before the web server.\n\nBoth `web` and `migrations` include a `platform: linux/amd64` property - this ensures they will work on M1 Macs even if the Python dependencies are not yet easily compiled for that architecture, see [Running Docker on an M1 Mac](https://til.simonwillison.net/macos/running-docker-on-remote-m1).\n\nThe `container_name: myapp` field on the `web` container is a convenience which means you can later run commands like this:\n\n    docker exec -it myapp ./manage.py collectstatic\n\nHere's `Dockerfile.dev`:\n\n```dockerfile\nFROM python:3.9-slim\n\nENV APP_HOME /app\nWORKDIR $APP_HOME\n\nENV PYTHONUNBUFFERED 1\n\n# gdal for GeoDjango\nRUN apt-get update && apt-get install -y \\\n    binutils \\\n    gdal-bin \\\n    libproj-dev \\\n    git \\\n    && rm -rf /var/lib/apt/lists/*\n\nCOPY requirements.txt .\nRUN pip install --no-cache-dir -r requirements.txt\n\nWORKDIR $APP_HOME/myapp\n\nRUN ./manage.py collectstatic --no-input\n\nCMD python manage.py runserver 0.0.0.0:3000\n```", "html": "<p>I had to get Docker Compose working for a Django project, primarily to make it easier for other developers to get a working development environment.</p>\n<p>Some features of this project:</p>\n<ul>\n<li>Uses GeoDjango, so needs GDAL etc for the Django app plus a PostgreSQL server running PostGIS</li>\n<li>Already has a <code>Dockerfile</code> used for the production deployment, but needed a separate one for the development environment</li>\n<li>Makes extensive use of Django migrations (over 100 and counting)</li>\n</ul>\n<p>I ended up with this <code>docker-compose.yml</code> file in the root of the project:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">version</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>3.1<span class=\"pl-pds\">\"</span></span>\n\n<span class=\"pl-ent\">volumes</span>:\n  <span class=\"pl-ent\">postgresql-data</span>:\n<span class=\"pl-ent\">services</span>:\n  <span class=\"pl-ent\">database</span>:\n    <span class=\"pl-ent\">image</span>: <span class=\"pl-s\">postgis/postgis:13-3.1</span>\n    <span class=\"pl-ent\">restart</span>: <span class=\"pl-s\">always</span>\n    <span class=\"pl-ent\">expose</span>:\n      - <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>5432<span class=\"pl-pds\">\"</span></span>\n    <span class=\"pl-ent\">ports</span>:\n      - <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>5432:5432<span class=\"pl-pds\">\"</span></span>\n    <span class=\"pl-ent\">volumes</span>:\n      - <span class=\"pl-s\">postgresql-data:/var/lib/postgresql/data</span>\n    <span class=\"pl-ent\">environment</span>:\n      <span class=\"pl-ent\">POSTGRES_USER</span>: <span class=\"pl-s\">postgres</span>\n      <span class=\"pl-ent\">POSTGRES_DB</span>: <span class=\"pl-s\">mydb</span>\n      <span class=\"pl-ent\">POSTGRES_PASSWORD</span>: <span class=\"pl-s\">postgres</span>\n  <span class=\"pl-ent\">web</span>:\n    <span class=\"pl-ent\">container_name</span>: <span class=\"pl-s\">myapp</span>\n    <span class=\"pl-ent\">platform</span>: <span class=\"pl-s\">linux/amd64</span>\n    <span class=\"pl-ent\">build</span>:\n      <span class=\"pl-ent\">context</span>: <span class=\"pl-s\">.</span>\n      <span class=\"pl-ent\">dockerfile</span>: <span class=\"pl-s\">Dockerfile.dev</span>\n    <span class=\"pl-ent\">command</span>: <span class=\"pl-s\">python manage.py runserver 0.0.0.0:3000</span>\n    <span class=\"pl-ent\">environment</span>:\n      <span class=\"pl-ent\">DATABASE_URL</span>: <span class=\"pl-s\">postgres://postgres:postgres@database:5432/mydb</span>\n      <span class=\"pl-ent\">DEBUG</span>: <span class=\"pl-c1\">1</span>\n    <span class=\"pl-ent\">volumes</span>:\n      - <span class=\"pl-s\">.:/app</span>\n    <span class=\"pl-ent\">ports</span>:\n      - <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>3000:3000<span class=\"pl-pds\">\"</span></span>\n    <span class=\"pl-ent\">depends_on</span>:\n      - <span class=\"pl-s\">migrations</span>\n      - <span class=\"pl-s\">database</span>\n  <span class=\"pl-ent\">migrations</span>:\n    <span class=\"pl-ent\">platform</span>: <span class=\"pl-s\">linux/amd64</span>\n    <span class=\"pl-ent\">build</span>:\n      <span class=\"pl-ent\">context</span>: <span class=\"pl-s\">.</span>\n      <span class=\"pl-ent\">dockerfile</span>: <span class=\"pl-s\">Dockerfile.dev</span>\n    <span class=\"pl-ent\">command</span>: <span class=\"pl-s\">python manage.py migrate --noinput</span>\n    <span class=\"pl-ent\">environment</span>:\n      <span class=\"pl-ent\">DATABASE_URL</span>: <span class=\"pl-s\">postgres://postgres:postgres@database:5432/mydb</span>\n    <span class=\"pl-ent\">volumes</span>:\n      - <span class=\"pl-s\">.:/app</span>\n    <span class=\"pl-ent\">depends_on</span>:\n      - <span class=\"pl-s\">database</span></pre></div>\n<p>The <code>db</code> container runs PostGIS. It uses a named volume to persist PostgreSQL data in between container restarts.</p>\n<p>The <code>web</code> container runs the Django development server, built using the custom <code>Dockerfile.dev</code> Dockerfile.</p>\n<p>The <code>migrations</code> container simply runs the apps migrations and then terminates - with <code>depends_on</code> used to ensure that migrations run after the hdatabase server starts and before the web server.</p>\n<p>Both <code>web</code> and <code>migrations</code> include a <code>platform: linux/amd64</code> property - this ensures they will work on M1 Macs even if the Python dependencies are not yet easily compiled for that architecture, see <a href=\"https://til.simonwillison.net/macos/running-docker-on-remote-m1\" rel=\"nofollow\">Running Docker on an M1 Mac</a>.</p>\n<p>The <code>container_name: myapp</code> field on the <code>web</code> container is a convenience which means you can later run commands like this:</p>\n<pre><code>docker exec -it myapp ./manage.py collectstatic\n</code></pre>\n<p>Here's <code>Dockerfile.dev</code>:</p>\n<div class=\"highlight highlight-source-dockerfile\"><pre><span class=\"pl-k\">FROM</span> python:3.9-slim\n\n<span class=\"pl-k\">ENV</span> APP_HOME /app\n<span class=\"pl-k\">WORKDIR</span> $APP_HOME\n\n<span class=\"pl-k\">ENV</span> PYTHONUNBUFFERED 1\n\n<span class=\"pl-c\"><span class=\"pl-c\">#</span> gdal for GeoDjango</span>\n<span class=\"pl-k\">RUN</span> apt-get update &amp;&amp; apt-get install -y \\\n    binutils \\\n    gdal-bin \\\n    libproj-dev \\\n    git \\\n    &amp;&amp; rm -rf /var/lib/apt/lists/*\n\n<span class=\"pl-k\">COPY</span> requirements.txt .\n<span class=\"pl-k\">RUN</span> pip install --no-cache-dir -r requirements.txt\n\n<span class=\"pl-k\">WORKDIR</span> $APP_HOME/myapp\n\n<span class=\"pl-k\">RUN</span> ./manage.py collectstatic --no-input\n\n<span class=\"pl-k\">CMD</span> python manage.py runserver 0.0.0.0:3000</pre></div>\n", "shot": {"$base64": true, 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"}, "created": "2021-05-24T22:08:23-07:00", "created_utc": "2021-05-25T05:08:23+00:00", "updated": "2021-05-26T11:32:27-07:00", "updated_utc": "2021-05-26T18:32:27+00:00", "shot_hash": "52bf5cb1337977b903d48ff3d30949df", "slug": "docker-compose-for-django-development"}, {"path": "docker_docker-for-mac-container-to-postgresql-on-host.md", "topic": "docker", "title": "Allowing a container in Docker Desktop for Mac to talk to a PostgreSQL server on the host machine", "url": "https://github.com/simonw/til/blob/main/docker/docker-for-mac-container-to-postgresql-on-host.md", "body": "I like using [Postgres.app](https://postgresapp.com/) to run PostgreSQL on my macOS laptop. I use it for a bunch of different projects.\n\nWhen I deploy applications to Fly.io I build them as Docker containers and inject the Fly PostgreSQL database details as a `DATABASE_URL` environment variable.\n\nIn order to test those containers on my laptop, I needed to figure out a way to set a `DATABASE_URL` that would point to the PostgreSQL I have running on my own laptop - so that I didn't need to spin up another PostgreSQL Docker container just for testing purposes.\n\n## host.docker.internal\n\nThe first thing to know is that Docker for Desktop sets `host.docker.internal` as a magic hostname inside the container that refers back to the IP address of the host machine.\n\nSo ideally something like this should work:\n\n    docker run --env DATABASE_URL=\"postgres://docker:docker-password@host.docker.internal:5432/pillarpointstewards\" \\\n       -p 8080:8000 pillarpointstewards\n\nI'm using `-p 8080:8000` here to set port 8080 on my laptop to forward to the Django application server running on port 8000 inside the container.\n\n## Creating the account and granting permissions\n\nTo create that PostgreSQL account with username `docker` and password `docker-password` (but pick a better password than that) I used Postico to open a connection to my `postgres` database and ran the following:\n\n    create role docker login password 'docker-password';\n\nThen I connected to my application database (in this case `pillarpointstewards`) and ran the following to grant permissions to that user:\n```sql\nGRANT ALL ON ALL TABLES IN SCHEMA \"public\" TO docker;\n```\nHaving done this, the container run with the above `DATABASE_URL` environment variable was able to both connect to the server and run Django migrations too.", "html": "<p>I like using <a href=\"https://postgresapp.com/\" rel=\"nofollow\">Postgres.app</a> to run PostgreSQL on my macOS laptop. I use it for a bunch of different projects.</p>\n<p>When I deploy applications to Fly.io I build them as Docker containers and inject the Fly PostgreSQL database details as a <code>DATABASE_URL</code> environment variable.</p>\n<p>In order to test those containers on my laptop, I needed to figure out a way to set a <code>DATABASE_URL</code> that would point to the PostgreSQL I have running on my own laptop - so that I didn't need to spin up another PostgreSQL Docker container just for testing purposes.</p>\n<h2>\n<a id=\"user-content-hostdockerinternal\" class=\"anchor\" href=\"#hostdockerinternal\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>host.docker.internal</h2>\n<p>The first thing to know is that Docker for Desktop sets <code>host.docker.internal</code> as a magic hostname inside the container that refers back to the IP address of the host machine.</p>\n<p>So ideally something like this should work:</p>\n<pre><code>docker run --env DATABASE_URL=\"postgres://docker:docker-password@host.docker.internal:5432/pillarpointstewards\" \\\n   -p 8080:8000 pillarpointstewards\n</code></pre>\n<p>I'm using <code>-p 8080:8000</code> here to set port 8080 on my laptop to forward to the Django application server running on port 8000 inside the container.</p>\n<h2>\n<a id=\"user-content-creating-the-account-and-granting-permissions\" class=\"anchor\" href=\"#creating-the-account-and-granting-permissions\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Creating the account and granting permissions</h2>\n<p>To create that PostgreSQL account with username <code>docker</code> and password <code>docker-password</code> (but pick a better password than that) I used Postico to open a connection to my <code>postgres</code> database and ran the following:</p>\n<pre><code>create role docker login password 'docker-password';\n</code></pre>\n<p>Then I connected to my application database (in this case <code>pillarpointstewards</code>) and ran the following to grant permissions to that user:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">GRANT</span> ALL <span class=\"pl-k\">ON</span> ALL TABLES <span class=\"pl-k\">IN</span> SCHEMA <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>public<span class=\"pl-pds\">\"</span></span> TO docker;</pre></div>\n<p>Having done this, the container run with the above <code>DATABASE_URL</code> environment variable was able to both connect to the server and run Django migrations too.</p>\n", "shot": {"$base64": true, "encoded": 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xxhhjjDGmMxyAMMYYY4wxxnSGAxDGGGOMMcaYznAAwhhjjDHGGNMZDkAYY4wxxhhjOsMBCGOMMcYYY0xnOABhjDHGGGOM6QwHIIwxxhhjjDGd4QCEMcYYY4wxpjMcgDDGGGOMMcZ0hgMQxhhjjDHGmM5wAMIYY4wxxhjTGQ5AGGOMMcYYYzrDAQhjjDHGGGNMZzgAYYwxxhhjjOkMByCMMcYYY4wxneEAhDHGGGOMMaYzHIAwxhhjjDHGdIYDEMYYY4wxxpjO/L8IQG7fvo3q1atDJpOJz5EjRwAA27Ztg6mpqWRcSkpKhdY3PT0dvXr1goWFBaZOnVqhdWHF9zavv7e57mXlyJEjsLe3l+wTYmNjK7palZ6vry8MDAxEm40ZM6aiq1RmoqKi4Ofnhzp16sDQ0BBGRkZYvXp1RVeLVYDx48dDLpeL7fydd94BAMTGxsLd3V2y39i+fXsF15axt1elDUAuXbok+aGPHz9ea94GDRrg5s2b+Y4bPnw4tmzZUl7VLJGjR48iODgYycnJWLVqFe7du1fRVWLF8DavP13Uff78+VAoFJLfr+bH2NgYdnZ26NChA2bMmIFr166VeR0K0rt3b2zatEmnZRZHZW2/Y8eOoXnz5jopS5ciIiLg6emJHTt2IDExEbt370aXLl3w+vVrndbj2LFjsLa2zrO+jYyM8PTp0wKn3bt3b77bio2Njc5/X2+7NWvWYOzYsXnSHR0dcenSpQqoEWP/P1XaAGTt2rWS4R07duDNmzcVVJuy1aBBA+jr6wMAbGxsUKNGjQqu0b/Drl27MH/+/FKf7X6b158u6j5//nykpqbi448/lqQHBQUhODgYK1euRIsWLXD69GksXrwYnp6eGD16NNLS0sq8Lm+j/4/tR0RYsmQJFi5cWNFVyWPhwoWi7QYMGIB+/fph0aJFaNeunU7r4evri1evXuU5YZaRkVHo1ZglS5bkSTt16hTi4+PRuHHjMq1ncelq3Vfmbawgb2u9GSs1qoRev35NZmZm1K5dOwIgPuvXr9c6TXx8vCTv4cOHxbg9e/ZIxiUnJ+tiMQp07tw5WrZsGd29e7eiq/Kv8ODBA1IoFASAzp49W+r5vc3rT1d1nzJliuR39+DBA8n4I0eOkIGBgRjfs2dPUqlU5VontWPHjknqFhMTo5Nyi6Mytp+Xl5co76OPPirydDt37iQApFAoyrF2JePs7CyWad68eRVdHfH/yt7eXtTL2tpa6/+tEydOEABycHCQbC8XLlzQcc3zp6t1X5blTJgwQbRj8+bNRXpaWpqkjbdt21bqsirzb4Ox8lQpr4Ds2LEDKpUKQUFBMDU1Fem5r4q8zby8vPDFF1/A1dW13MsKDQ2Fj48Pbt26Ve5lVVYBAQHIyMgos/npcv2VtcpS9169euE///mPGA4ODsauXbsqsEZvl7el/TIyMhAQEFDR1dAqNTVVfJfL5RVYE6nJkyeL769evcLGjRvzzbd48WLY2Nhg2LBhuqpakelq3Vf2bUybt7XejJWFShmArF27FgMGDICDgwMGDBgg0i9evIiIiIgyLy8yMhKjRo2Ck5MTFAoFLC0t4e3tje+++w4qlQoAcP/+fVhaWkr611atWhUXLlwocN5z586FkZERZDIZ3N3dsWfPHhgbG+d7A2xAQAD09PREeuvWrbFp0yZ4e3tDoVBALpfD1dUVa9asyVPO+fPnMWzYMLi7u8PMzAxmZmaoV68e3Nzc0KNHDzg5OaFhw4aFtoWfnx/q168vbtw3MDCAg4MDBg4cWOiyaiIibN68GT4+PrCysoKhoSGqV68OT09PyUETULT2L2n7bNiwAa6urggKChJprVq1gkwmw4wZM4q93OW1/uLi4jBhwgS4uLhAoVCgevXqaNOmDfbs2SPyTJs2TTJ/mUyG169fQ6lUYtWqVXB2dkbNmjW1rpOC6t62bVtJ+qRJk/Dll1+ifv360NfXh5GREVq0aIGTJ08Wuu6LI3df6w0bNkiGVSoVfvjhB7Rq1QqWlpYwNDREzZo1MWLECNy5cyffeZ46dQoDBgyAra0tDAwMUKVKFdSvXx99+vQpUjelwYMHi3Y2NzfHjh07xLiMjAwsWrQInp6eMDU1hYWFBTw8PPD1119DqVQCAA4ePAhDQ0NJex46dAhATpDQokULyOVy3L17t1htlZ/C2g/I6Xqo/h0aGxujTp06GDNmDOLj40We1NRULFy4EG5ubjAxMYGFhQVcXV3x7rvvFqke58+fh5WVlVjepk2bAgAmTJgAe3t7REdHA8hpP3WekJAQMX1R9wHNmjWTtGurVq3g4+ODqlWrQi6Xw8bGBv379y/SfQ+bNm2Cs7Mznj17JtLmzJkDmUyGHj16iLTExEQEBASItjExMUHDhg0xffp0vHr1SuQr6/X+3nvvoU6dOmJ45cqVyM7OluS5evUqQkNDMXnyZBgbGxc6z+Lu34uzH8+trNd9acqJi4tD586dRRnqe6lcXV0xceJEPHnypNByCvO///1PzNvAwACTJk0qdb2B0rcPoJvlZ6zYKvoSTG5//vknAaDw8HAiIvr1118llzw//fTTfKcraResCxcukLm5ubjUev78efr2229F3qFDh4q8N27ckMzn3r17kjocOXKEqlatStevX5ekf/nll2RnZ0dKpZKIiIKDg7V2//D39xfpJiYmNGvWLNq6dSsNHTpUMs2JEyfENHv37iV9fX0CQJ6envTHH3/Qtm3byNDQUOTPXSdtatSoQX379qXTp09TfHw8LVu2TMzDwsKCIiMjC51HVlYWvfvuu2K6999/n3777Tc6fvw4tWnThjw9PUvU/iVpn0ePHtHevXsl47Zu3UoREREUFxdXouUu6/UXGxtLdnZ2BIA8PDzozJkzNHjwYJH3559/FnnPnz8vmc+VK1eoffv2YtjBwaHAdVNQ3Vu2bCnSXVxcaOnSpbR582ZJurW1Nb18+bLQbYCo8C5EappdTRQKhfidEBENGTJEjAsMDKQzZ86Qu7s7ASBzc3O6ePGiZF7ffPMNyWQy8Vs4evQonTlzhj766CMCQK9evSKigrtgPXz4kOzt7alXr16UkZEh0pVKJXXs2JEAkKmpKR09epSWLl0q5jFp0iSRNz09naytrcW4LVu20KRJkyRlRkVFlXv7zZkzR4xbunQphYSEkJGREQGgJk2aiLw9e/YkALR48WKKiYmh8+fP04gRI8jU1FRSVkFdsGbNmkVGRkYUFhYm0m7evEkzZswQ0xgaGlJERARFRETQ69eviaj4+4DOnTuLcd7e3nTnzh3KyMigAwcOkFwuF+unsH1ebGwsRUREUNWqVcX8JkyYQBEREWLfnpiYSA0aNCAAZGVlRaGhoXTw4EEyNTUlANSgQQNKSkoS8yyL9a7+fxUVFUVr1qyRTBsUFCTJO2TIEDIzM6OEhASaN2+eJG9+XbCKs58rzn48P+Wx7ktazq1btwgAzZw5k65du0ZPnz6l999/X0zj4eFBWVlZYp4l6YKVkZFBnTp1Imdn5yJ16dRV+5Rk+RnThUoXgHz44Yfk4uIi+jKrVCpycnISPxRzc/N8+8KWNABp0aKFSN+9e7dId3V1FekhISEiXfMf8Ny5cyV16N69OwGgcePGSdIbNmxI//nPf8RwQQc/06dPF+murq4iXalUSg40pk+fLsZpts+WLVtEep8+fUT61KlTC2j1f9jZ2dGTJ0/EsEqlIisrKzGfRYsWFToPzR2ku7u75IDowIEDkn9cxW3/krTP9evXJe2d3z0gxVnusl5/w4cPF+nff/89Ef3TrxsAeXl5aV0We3t7atiwIc2aNYsmT55caABSUN21HVzevHlTMs2xY8cKLEOtqAfQmtsAAHr27BkRER09elSkubm5ifzbtm2THICqnT17VvLP/OHDh2JcQkIC6enpFRqAPH/+nOrXr08dO3aktLQ0ST03btwo8g8aNIiIiDIzM0Xwb2BgIDkY1Tywtbe3JxsbG5owYQKtWrWK9PT0yiwA0dZ+UVFRpKenRwCoRo0aIr9mwHrs2DG6evWqGI6NjRX50tPTydbWVlKWtm1k9erVZGBgINnvqv3vf/8T0+TXz724+wDNAES9HtT69+8vxvXv3z/f9sqtRo0aYpqvvvpKMm7atGli3Pjx40W6OqAFQDNmzJBMU9r1rhmApKamko2NjZif5sHwgwcPSF9fnz7//HMioiIFIMXZzxVnP65NWa/7kpZz69YtatiwoSTt8uXLkvY6c+aMGFfcACQ7O5sGDhxI9vb2eU5MlqbeZdU+xV1+xnShUnXBSkpKwk8//YTRo0dDJpMBAGQyGYYPHy7yJCcnS7rTlMajR48kl53d3NzE90aNGonvu3fvFt81n33/448/ikug9+7dwy+//AIA2L59O5KTkwHkXCK/desWRo4cWaq66uvrS/rsP378GEBOezx69Eik29nZie8ODg7i++3bt4tUzqFDh2BrayuGZTIZqlevLoaTkpIKncf3338vvo8YMUI8dQkAOnXqJJ7uU5L210Zb+xRVWSx3SeqnUqlw4MABke7k5AQAqFKlikgrqNthQEAAbt68iYULF2Lx4sWoV69eqeqZn/r160uGi9u2hTEzM5MMq387e/fuFWnato1z584hJiYGgHS7U3c3ULO2tsZ///tfGBkZaa1HcnIyfH19YWxsjEOHDuXJu2/fPvFdPW8DAwOYm5sDALKysvDXX3/lO28fHx/ExMQgMDAQkydPxqBBg8rsfgNt7XfgwAGxf9Jsi9zbljo/AAwcOBDHjx+HUqmEQqHAw4cPCy1/x44dmDJlCjZt2oTevXsXq+5luQ8AcroSqoWFhYGIilWf3IqyDRZUt9Kud2NjY0ycOFEMX7p0CeHh4QCAZcuWQU9PD5999lmR51ec/VxR9+MlVdbrviBOTk6SdQlA0g5A6fbx48ePR0hICMLCwuDi4lLi+Wgqy/Yp7+VnrCQqVQCyfft2pKenY/DgwUhPTxefQYMGSfKV1c3oufuQW1paiu+a/6Q13zEyePBg8Q8/JiYGx48fB5Dz7HD1P7vk5GTxgqKgoCA0bdpUssMoKT29f1aXuiwzMzPJgVJCQoL4/uLFC/Hd3t6+SGWoX7qkSR0MFsXz588lBy25l9vc3BwTJkwAULL2L0h+7VNUpV3uosivfo8fP5YcAPbq1QsymQxNmjQRaZmZmVpvoNd8L4ORkRFOnDhRpnUGpPUGit+2hcm9bBYWFgCk24e2bQP4Z/vQ/Ged3+9t6tSpWgOQjIwM9OvXD5cuXUJcXJy4n0OT5kMcli5dKvprJyYminRt747w8PCAQqEQwzt37kTt2rXzzVtc2tpPs74XLlwQ9dUMeF+/fo3GjRvDysoKQE5A161bN9SoUQOTJk2SLFt+goODMWrUKBCR5ERIUZX1PkBzP/f69Wu8fPmy2HVSy8zMxIMHDwqt2/3795Genp7vPMpivU+YMAEmJiZieNmyZXjx4gV+/PFHDBs2DI6OjkWeV1H3c8XZj5dUWa/7gpiYmEgO4IGy27/PmjULa9euxZs3byT/f0urLNunPJefsZKqPI/8QE5goVKpULdu3QLzXbp0CZcuXSr1S7Fyv1dE88yUgYGB+K55gGhmZobBgweLmz03btyI9u3bY/Pmzfjss8+wYsUKAP+8zGjXrl3l+sZpmUyGQYMGiWfHb9iwAb169cK9e/fEjWxGRkaF3hAHAGlpaVi/fj1CQ0MRHR2NpKQkKJVKSSBTGM2bMgFInmKWW0navzyUxXKXVO42WLduHVq0aJEnn6GhYbnXpaJotrO5uTmqVq0KQNo22rYN4J/tQ3PbK2i7y8+oUaPw+++/A8g5+Jo5c6bkDHDu+nzyyScYN25cnvlUxJPFitJ+zZo1y/cpSjVq1IC5uTm2bduGIUOGICUlBUDOiYzAwEDs3r0bly5dyvcgNyIiAkFBQSJYW7hwIYYMGQJnZ+ci172s9wG5t43SPPlO8+lYBdUNAFJSUgrQQLDNAAAgAElEQVS8ulYaVatWxejRo/Hdd98ByHlh4fjx45GWlgZ/f/8iz6c4+7ni7MdLSpf7/9jYWKxbtw4nT57Es2fPkJycnO9JhuJau3at2G8QEcaNG4fLly+XydXNsmyf8lp+xkqj0lwBOXv2LK5fv47ly5fj7NmzeT7z58+X5F+3bl2py8zddSErKyvf7+ouFmqa3bAOHjyIwMBA2NnZYenSpaKrw40bN7BkyRLExsZi6NChpa5rQQIDAzFw4EAAOd0OLCws0KRJE6SlpaFz5844deqU5Iy6Nr1798aUKVMQHBwMGxsbHD58GFeuXCnWAYX67KtaQWdQS9r+Za0slrukcreBvb09mjRpkufz//VsVWZmpuRMa+vWrcUVF8220bZtAP9sH5rbXmFn7nPT19eXvOxt3bp1OH/+vCSPZn3Uv7Hcn/LeVnMravvp6enlW191l83evXvjzp07mD9/vqTL3fPnz/Hf//4337Jv376NpUuXiidepaWlFelEh6ay3gdoHrTJZDJxZack1E+KKqxuxalfSX3++eeiCxQRYc+ePejTp0+RnmyoVpz9XHH24yWlq/1/fHw83nnnHXz11Vc4ffo0unfvjlOnTuHXX38t1XyBnF4QQUFB4grV9evXsXLlylLPFyi79inP5WesNCpNALJ27VrY2Nhg4sSJ8Pb2zvP5/PPPJT/InTt3lvrMSIMGDSTDmpdPnz9/Lr67u7tL8nl5ecHDwwNAzgFAQEAAxo0bB319fXz66aci3+zZs+Hr6wsbG5tS1bMwZmZmaN68OWrXro34+HjcuXMH0dHRePPmDcLCwtCyZctC53H37l1J952vvvoKTZs2ha2traTvb2Hs7OwkfYqvXr2qNW9J278sldVyl5SDg4PkH8i/7V0tYWFhkrPUmv3KNbcPbdsG8M/24enpKdIK2u7ys337dkyaNAkdO3YEkHNvztixYyWPPdWsT2VZT0Vtv6ioqDyPcFWLjY3FiRMnYG9vj3nz5uH27dsIDw9HtWrVAGi/f2zIkCEYP368uOoLAEePHsX+/fuLXP+y3gdodpmqV69eqc7cGxgYSPrza6ubq6urpJtVeXBxcUH//v0ladOnTy/y9MXdzxVnP15Sutr/Hzx4UDxq2dDQEMuXL0fdunXL5P/ywoULMXjwYMmVqPnz54v70kqjrNqnPJefsdKoFAFIYmIidu/ejeHDh+e5tK1mbm4uuZKQkpKCnTt3lqpcR0dHeHl5ieEbN26I75rPkVdfXdD00Ucfie9GRkYYMWIEgJyrI+ruMkqlUqSXp02bNmHmzJlISUlBXFwc6tati1q1ahWr207uM3q5z74Ux+jRo8X3jRs3Sp6zr6k07V8cuZdF82xeWS53SchkMsnyBQUF5anT/1dv3ryRvISrd+/ekoMszXbR3DY0D4a8vLxE96APP/xQpJ88eRJnzpwpdp1WrFghriBEREQgMDBQjPvggw/E9/Dw8BLd81CWCmu/AQMGiIPLpKQkyb0fmu7evYsvvvhCkubj4yPehVHQu2UAoEOHDpJyp0yZIrpyAdLfVGZmpuRdLGW9DwgNDRXfS/vgj9zlatsGS7t/Kqpp06aJ7+3bt0erVq2KPG1J9nNF3Y8XRFfrvqByNJfdyMioXF426e/vL34nb968kbxEsiC6aB9dLD9jJVEpApBNmzYhLS2t0H8YuZ+6sXbtWq1n9YoqMDBQ7ARWrFiBy5cvY8mSJeIMhp+fn+SlVGrDhw8XZ738/PzEWezq1avj/fffB5Dz5J38XuSV+yZezeGCbvDVlu/bb78FkNMX3NPTU/IiLBsbG7Rt27bQYK1OnTqSS/GbNm3CkydPcPbs2WI/HWPevHlo164dgJwneXh5eWHu3LlYuXIlFi5ciOHDh4uuEsVt/5K0T61atST3Fc2cORPLly/H4sWLS7TcZb3+vvnmG3Fj6uXLl9GyZUt89dVXWL58Ofz9/Qt94VdxFLXuRV0ObTIzM/NcoQwPD0dISAgOHjyIpUuXwtPTUxzIDR48GD/99JOky0uPHj0wZMgQADkHyWvWrMGFCxewfPlyADndRDRf6tijRw9xIE1E6Nq1K6ZMmYKVK1fi22+/xfjx43H27NkC28HT01MSyMyZM0c89cvPzw89e/YEkHN/gLe3N6ZPn44VK1Zg7ty5GDhwIDIzMwttm6Ioi/ZzdnbG119/LYaHDRuGTz/9FMuXL8fChQsxevRo0c3sypUr+OSTT3D58mU8e/YMwcHBOHr0KIyNjSXdqrRtI8uWLRMnPGJiYjBv3jwxrl27dmJfSUTw8/PD8uXLxdMMS7oPBnKu7OzcuRMnT57EjBkzRNDZpk0bfP7554U3dK7lyP3/ZObMmaJL2p49exAWFia5yuPm5lbmb7JWB2+513+LFi3QoUMHAHmvfqhUqjz3DGgGgSXZzxVnP65Nea77opbTsWNHcdD9+vVr7NixA3FxcSV6qaq2/YaxsTG++eYbkX7gwAEcPny4VPUGyqZ9ynL5GStT5fiI3yLRfG67gYEB1a1bV/K8cTVfX1/Ji/XUH0tLS9q3bx9Vq1ZNkm5qakrfffcdrV69mkxMTCTjqlevLnlG+q1bt8jPz48cHBxILpeThYUFeXt709q1ayk7O1tr3dUvSbt27Zok/cyZMwSAxo4dm2eajRs3iheBqT8WFhYUHh5Os2fPFs/tV39atWpFRER+fn6SdJlMRiNGjCAiorVr1+Zpl/w+GzduLHBd3Lhxg3x9fcnMzIwMDQ3JxcWFxo4dS/369RPzMDMzowULFhQ4H6Kc9yOsXbuWOnXqRNWqVSO5XE5mZmbk7e1NK1eulLRrUdu/pO1DRHTnzh3q1asXmZqakkKhIHd3d5ozZ06xl7s81h9Rznts/P39yc3NjUxMTEihUJCrqyv5+fnRqVOniIhowYIF4qVU6o+xsTE1adKk0PVBVPC216FDhzz1U7+rxNHRUTLO0NCQ1q5dq7Wc2bNni3dj5PfR19enKlWqUOPGjWns2LH5vpdFLTs7mwIDA6lFixZkZmZGBgYG5OTkRKNGjdL6PoXQ0FDq378/OTo6kkKhIIVCId7Fk5CQQOHh4Xn2CVZWVnTz5k0ikr7HQd3G6hejZmVl0erVq8nb25ssLS1JLpeTnZ0d9ezZkzZv3kwqlYpCQkIk75ZQL7OrqytdvXq10PVUlu1HlPM+FV9fX7KxsSG5XE5VqlShNm3a0KJFiygpKYkePXpEI0eOpEaNGpGZmRnp6+uTra0tffDBB3TlyhUxH19f3zzbyCeffEJE0vcZqD89evQQ0x47doyaNWtGhoaGZG5uTq1ataJdu3aJ8cXZB2u+B8TR0ZHq1KlDRkZGZGRkRO7u7rRw4cI873DJz7Nnz/L83wBAdnZ29Oeff4p8CQkJ5O/vT/Xq1SOFQkHGxsbk5uZGs2bNosTERJGvtOs9ODiYLC0tJdNXrVqVzp8/L/IcOXKEPDw8JNMFBATk+V1rTq8uuyT79+Lsx7Upy3Vf0nIOHTpETZs2JUNDQ7HP/PLLL6levXpi2W1tbSk4OJgGDx6c5/fn6upKiYmJVL16dUm6QqGgzZs3ExHRgAEDJOP09PSK9N4sXbRPcZafMV2REZXxMzWZzmVlZaF///4IDw+Hj4+PSCciREVFISoqCgDg6+uL4ODgiqomY4yVWpcuXcQNtKNGjcKPP/5YwTVijDFWXNwZ8C2XmpqKLl264OzZswgJCUH37t0l47Ozs+Hi4oJHjx7p5KZqxhjTldI8ZpcxxljFqRT3gLCSCwsLw9mzZyGTydC+ffs84+Pj48Vz3vv27avr6jHGWLlRv+mdMcbY24WvgLzlWrZsCRsbG8THx6Nnz5749NNPYW9vj9TUVJw/fx7r169Hamoqhg0bJnmqCWOMvY00bxTnl6kxxtjbie8B+X/g8ePHWLVqFY4fP4779++Lt/La2dmhZcuWGD16NLp27VrR1WSMsVKpX78+IiMjJWlVqlRBcHCw5JGljDHGKjcOQBhjjDHGGGM6w/eAMMYYY4wxxnSGAxDGGGOMMcaYznAAwhhjjDHGGNMZDkAYY4wxxhhjOsMBCGOMMcYYY0xnOABhjDHGGGOM6QwHIIwxxhhjjDGd4QCEMcYYY4wxpjMcgDDGGGOMMcZ0hgMQxhhjjDHGmM5wAMIYY4wxxhjTGQ5AGGMl0rFjR+jr60Mmk0Emk2HMmDH/r8v9N5o1axaMjY1FW9epU6dI06Wnp6NXr16wsLDA1KlTy7mWjDHG3jYVHoDMnj0bhoaG4h+c5kdfXx9WVlZo2LAh/Pz8cOjQIRBRRVe50khOTsY333yD1q1bo0qVKpDL5ZDJZDAzM0OjRo0wZMgQKJXKfKdVKpXYv38/hg8fDnd3d1hbW8PAwACWlpaoW7cuBg0ahG3btiEtLS3PtAsWLJAclGh+LC0tsWTJkvJedFYJhIeHo0WLFv+acv+Nvv76a0yZMqXY0x09ehTBwcFITk7GqlWrcO/evXKoHWOMsbdVhQcgCxcuRFpaGkaPHi1JDwoKwrFjxzBr1iwkJCRgx44d6Nu3L7p164aUlBSd1G3Xrl2YP38+YmNjdVJecTx58gRNmzZFQEAAbG1tsWPHDly9ehXnzp2Dv78/nj59ip9++infAOTatWto0qQJ+vfvj+3bt6N58+YICgrCpUuXcPDgQfTp0wf79+/HiBEjUL9+fZw8eVIy/dy5c5GamoqPPvpIkn79+nUkJSXB39+/XJed6dazZ88wf/58bN++vaKrUmlV5n1FRWjQoAH09fUBADY2NqhRo0YF14gxxlhlIq/oCgCAvr4+TExMJGne3t6oXbs2unXrhnbt2qFVq1YAgLCwMMydOxfLly8v1zpFR0dj5MiRyMjIQI8ePeDo6Fiu5RXX/Pnzce/ePXh4eODnn3+GTCYT47y8vGBra4tPP/00z3SRkZHo1KkTXr58CQBYvHhxnoDBx8cHHTp0QN++fRETEwNfX18cP34cbdu2FXlkMhmMjIwk05mZmZXlIrJKYu7cuVi3bh26d+8OPz+/iq5OpVPZ9xUVwd3dHX/88Qd+//139OvXj/cNjDHGJCr8CkhReHt7o1atWmJ437595V5mQEAAMjIySjRtaGgofHx8cOvWrTKu1T9+//13AIC1tbUk+FDr2rUrLC0t84ybMGGCCD5q1aqFL774It/59+nTB127dgWQ0597zJgxyM7OLstFYG+BW7duYePGjUXKm992qAsVVa5aafYVb5vitLWXlxe++OILuLq6lmONGGOMvY3eigAEACwtLcX3Fy9eSMZFRkZi1KhRcHJygkKhgKWlJby9vfHdd99BpVJJ8j569Agff/wxnJ2doVAoULVqVbi7u2PevHkAgA0bNsDV1RVBQUFimlatWkEmk2HGjBki7fz58xg2bBjc3d1hZmYGMzMz1KtXD25ubujRowecnJzQsGFDHDx4MM89LocOHQIABAcHo0WLFpDL5bh79y4AICMjA4sWLYKnpydMTU1hYWEBDw8PfP3115LuVOruDb/99htmzpyJ1NRUyXI6OzsjMTERCoVCpEVFRSEsLEwM9+zZU8wnP3379hXf79y5g9DQUK15y8KZM2fQu3dv2NnZQaFQoEaNGmjevDn2798vyRcXF4cJEybAxcUFCoUC1atXR5s2bbBnzx6Rx8vLS9LmzZo1AwC8fPkSU6ZMQdWqVeHn54fBgwdL8unp6aF9+/ZiPsePH0eVKlXE/S2XL18GULT1NG3aNOjp6Unm//r1ayiVSqxatQrOzs6oWbNmoe2SmJiIgIAAuLm5wcTEBCYmJmjYsCGmT5+OV69eiXxHjhyBkZGRKMvAwADBwcF49913RTBqa2uLiRMnIj09vdAyu3XrhmbNmonAMzQ0VMw7v+mNjIxw5coVfPrpp6hVqxZMTEzQokWLPF34AODChQsYMGAAbG1toVAoULNmTfTu3RsRERGFtkdpyq2IfUVuBa0nCwsLyGQyWFtbY8iQIXj58iWOHj2KkSNHwtnZGcbGxmjYsCF27dqVZ75+fn6oX78+TE1NxXwdHBwwcOBAXLhwIU9+IsLmzZvh4+MDKysrGBoaonr16vD09MR//vMfrW0dFxeHefPmwcPDAyYmJnB1dcWaNWtEnj179uS5R0zdNS0gIEDym2jdujU2bdoEb29vKBQKyOXyPPNTK8rvnjHG2FuCKokJEyYQAPF58OCBZLytra0Y16BBA5F+4cIFMjc3JwDUvHlzOn/+PH377bci79ChQ0Xe58+fU61atcjY2JiCg4MpNjaWQkJCyNvbm3r16kVERI8ePaK9e/dK6rJ161aKiIiguLg4IiLau3cv6evrEwDy9PSkP/74g7Zt20aGhoZimuvXr4ty09PTydraWozbsmULTZo0SVJGVFQUKZVK6tixIwEgU1NTOnr0KC1dulTkmTRpktb2Mjc3p1GjRtGhQ4coIyMj3zZet26dZJrVq1cXuE5+/fVXSf7PPvusWOusOE6fPk2Ghobk5uZGly9fpocPH9KWLVvIzs6Oli5dKvLFxsaSnZ0dASAPDw86c+YMDR48WNTh559/FnmXLFki0uvUqUOXL18mR0dHkTZs2DAiIvLx8RFpLVq0yFO3EydOEAA6e/YsEVGx1tP58+clbXTlyhVq3769GHZwcCiwXRITE6lBgwYEgKysrCg0NJQOHjxIpqam4reQlJQk8gcHB0vKGz16NG3evJnmzp1LcrlcpM+dO7fAcjMzMykiIoK6dOkipmndujVFRERQREQEqVQqIiLy8vIS4y0tLalXr140atQoqlq1qki3tramly9finmHhISQgYGB+H2ePXuW3N3dCQBZWFgUaTsqSbkVsa/QJvd6ev/992n9+vUUEBBAMplMpNvb29P06dNp8+bN5OvrK9INDAwoKipKMs8aNWpQ37596fTp0xQfH0/Lli0T+S0sLCgyMlLkzcrKonfffVdS/m+//UbHjx+nNm3akKenp8g7ffp0kc/Q0JDatWtHH374odgu1Z8TJ05oXb6YmBgxzt/fX6SbmJjQrFmzaOvWrTR06FCt8yvO754xxljl91YEIFevXpWMGzVqlBjXokULkb57926R7urqKtJDQkKIiGjVqlXiYFTTH3/8IQ4qiIiuX78uKU994Knm5OQkCSbU+vTpI9KnTp0qmUbzwMje3p5sbGxowoQJtGrVKtLT06OoqCjauHGjyDNo0CAiyjkQVAc7BgYG4mAzISFBUg/Nj42NDc2dO5fS0tIkdZgzZ44kX1BQUIHr5Nq1a5L8/fv3L/I6K6733nuPANCYMWMk6V9//bUkABk+fLgo7/vvvyeifwIEAOTl5SXy/u9//5Mc6FhZWVHHjh1p8eLF1KNHDxGAHD16VLIcp06dktTh/fffJ29vbzFcnPWUe1uyt7enhg0b0qxZs2jy5MmFBiDTpk0T044fP16kf/TRRyJ9xowZIv3YsWNaD/w++OCDfNupIAMGDBDTdO/ePc94zUDgo48+EumnTp2S1OPYsWNERJSdnU21a9cW6bdu3SIiorlz54q06dOnF1qv4pZLVDH7Cm0KWk9du3YV6W3atBHpr169Ij09PTFu48aNknna2dnRkydPxLBKpSIrKyuRf9GiRWKcZuDl7u5OSqVSjDtw4IDWAMTV1VWkJyUlkaWlZb7rraDl0zY/pVJJ9vb2+c6vOL97xhhjlV+l7YKVkZGB169fIywsDIMGDRLp1atXx/z58wHkdJHQ7Frg5uYmvjdq1Eh83717N4Ccx9YCwN27dzFixAhcvXoVANC6des83Xy0SU5OxqNHj8SwnZ2d+O7g4CC+3759W+s8fHx8EBMTg8DAQEyePBmDBg2CXC6X3Nvi5OQEADAwMIC5uTkAICsrC3/99ReAnHs/zpw5g/feey/P/OPj47FgwQI0b94cSUlJkrprMjQ0LHBZNbtvAcDr168LzF8a6rpt3boVCxcuxOPHjwEAM2bMwGeffQYAUKlUOHDggJhG3UZVqlQRadq68GRmZiI8PBwnTpyAv78/vv76a1hZWQHI6Yrm4eEh8mo+Rvjp06c4cOCA5F0GxVlPuQUEBODmzZtYuHAhFi9ejHr16hXYLnv37hXfC9u+C1O/fn3xXd2+5cXb21syrC7v8uXLiI6OFunFWYelKbci9hUlpfmuDc2ublZWVqhataoYfvLkiWS6Q4cOwdbWVgzLZDJUr15dDGvuC77//nvxfcSIEZKumJ06dcLHH39caD0tLCwk7VjabUpfX19yv4h6fqX53TPGGKucKm0A0qBBA1haWqJr1664ffs2zM3NMXLkSFy+fFnckH7nzh3JNJr3iWj+c7p58yYASPr2b9u2DU2aNEGdOnWwdOnSItfLzMxM8vSnhIQE8V3z3hR7e3ut8/Dw8JAc3O/cuRO1a9eW3LS+dOlS0U86MTFRpGsGAQ4ODti3bx8iIyMxZ84cyYEUkLPcEydOFMOa7QOg0Btnc48vzyfZdOjQAUBOoDBnzhw4OjqiTZs22L9/vzg4evz4sSSI6tWrF2QyGZo0aSLSMjMz810ufX19Sb5mzZohMDBQDGv2eQ8ODhbbzIYNG2Bra4sBAwaI8cVdT5qaN28uvhsZGeHEiRPamgSZmZl48OCBGNa2fd+/f7/QezoAQE/vn587lfP7dHIHt+rycj+YQX2/gmaAV5pAV1u5FbGvKCnN9VTQuNzr8J133smTP7+bxp8/f46HDx+K4dz7DXNzc0yYMKFIddVs77LYpvJbvtL87hljjFVOleIxvPnZt28f7OzsYGBgACsrK9SuXTvPDdNv3ryRDMvl/yyOgYGB+K7+59WuXTvMnTsXX331lfjndu/ePfj7++Pw4cMIDw8v8KZsIOcf+qBBg7BlyxYAOQeovXr1wr179xASEgIg58By0qRJxV5mzeX55JNPMG7cuDx58nuiTN26dbFgwQIsWLAAFy9exOzZs8UN47t378aWLVugp6cHZ2dnyXTPnz8vsD7Pnj2TDBd2tr40/P39cfr0afzyyy8i7cyZMzhz5gxmzpyJRYsW5Vnf69aty/eFdIVd2cnPkCFDMHv2bMTExICIsHTpUmzYsAHr1q3DxIkTJdtWSddTceV+sIC27RsAUlJS8jwWuTLKvQ4vX76c5yDZ1NS03MvVxb5Cl9LS0rB+/XqEhoYiOjoaSUlJUCqVeR7YAUDy4AKgfNq7LJXn754xxljFqLQBSNOmTVG7du0C8+Q+I5+VlZXvd3XXGAD48ssv0a9fP6xfvx579+5FfHw8AOD06dM4cuSI5MlP2gQGBuLNmzfYu3cvwsLCYGFhASKCXC5H586dsWjRIsnZuaIyMzMTB/0WFhYFzqNnz55Yv369pNsXkHMW9NixY+jRowd++eUXZGZm4s2bNzA3N0enTp0gk8nEAZX6bK82ucd369at2MuklpCQgCVLluDbb7/Nd7yhoSFCQ0Nx+PBhbN68GceOHRNvYf/2228xbdq0POvb3t6+RO2cHwMDA0ydOlU8lnjnzp1o2bIlEhIS8nRHKc56Kg311QH1+tK2fQPSbbwyy70O69Wrp5MD4IraV+hK7969xdW0Dh06YPv27bCzs0O7du3EE/bULCwsJMOaV+4qo/L83TPGGKsYlbYLVlE0aNBAMqzZHUrz7L67uzsA4Ny5c4iMjETTpk2xZs0axMXFYc2aNeIMbEH3bWgyMzND8+bNUbt2bcTHx+POnTuIjo7GmzdvEBYWhpYtW5Z6eQp7h8iJEyfEu0Byk8lkoluFhYWFOKiqWbOmpCtRcHBwvm9KV9Psd92oUSN07Nix8IXQ4tChQ9i2bZvW8Xv37kVqaireffdd/Pzzz4iLixNvWiciREZGwsHBQXKAWNbvWfn444/FfSGZmZmYPHkyRo4cCWtra0m+4qyn0jAwMICLi4sY1rZ9u7q65rlfp7LK/Zstz/YrqFxd7St04e7du5KufF999RWaNm0KW1vbfK/S2NnZSe4NUd/fUlmV9++eMcaY7r3VAYijoyO8vLzE8I0bN8T3a9euie8DBw4EAISEhEhuvpTL5Rg3bpy4iqB+J0PuM265zxBu2rQJM2fOREpKCuLi4lC3bl3UqlWr1F0APvjgA/E9PDxccrN7fg4cOJBvv+usrCzRlal///6ScStWrBD3p8TGxmrt075//36Eh4cDAKpVq4bdu3cX2De9MAcOHJDcIJtbYGAgjh8/LoatrKwwc+ZMMVyzZk3IZDKxLgEgKCgoz5WA0jA3N8fYsWPFcHZ2NqZMmZInX3HXU2loLq/m9q150KiZp6xp/hbK4kx58+bNJd3T1F0Zy1tF7St0IfdvoCj3ao0ePVp837hxY57ulpVJef/uGWOM6V6l6YKVmZkpGVZ3vylMYGAgOnbsiJSUFKxYsQINGzZEWFgYYmJiAOS8nKtHjx4i/7p162Bra4v+/fvD1NQUu3fvRmxsLOrWrSueKFWrVi3UrVsXUVFRAICZM2fi5s2byMrKwvTp00U3ohcvXsDT01NSn2rVqqF+/foYP348hg4dWqw28PPzw65duxAcHIzU1FR4e3tj+PDhsLW1xatXr3Dz5k3s3LlTBDo//fQToqOj8eGHH8LT0xPGxsa4d+8eAgMDcePGDbi7u0ue6ATkHIidPHkSQ4cOxcWLFxEQEIDbt2/Dz88PDg4OSEhIwIEDB7Bq1SoAOQeMGzZsQMOGDSXzUSqVefpmX79+XdLnXKlUIjk5GXFxcTh+/HihV1CmTp2KlJQU+Pj4ID09HV9++aVoF3XQ9M033yA8PBzR0dG4fPkyWrZsKdbl06dPoVKpsGzZsmK1u6YpU6ZgxYoVyMjIQM+ePfO976W466k0Zs6ciQMHDuDOnTvYs2cPBg0ahIyMDPEkJjc3NwQEBIj8uQNSzeGS3CTctWtXESScP38e/v7+qFq1Ktq3b49WrVoVe34ymXiOQW0AACAASURBVAwbNmxAz549kZaWhsDAQDx8+BDt2rWDSqVCTEwMmjVrhg8//LDY8y5MRewrtCnqeiponanH1alTB87OzuKBBZs2bUJAQIC4FyQ/8+bNw5kzZ3D69Gk8evQIXl5eGDFiBKpUqYKUlBTcuXMHP/zwQ4m7x5V0O9SWr7x/94wxxnRMR4/71Wrbtm1kYWGR7/ssrKysaOTIkYXO49atW+Tn50cODg4kl8vJwsKCvL29ae3atZSdnS3ynTx5kt577z1ycXEhhUJBBgYG5OrqSpMnT6bnz59L5nnnzh3q1asXmZqakkKhIHd3d5ozZw4REa1duzbf+ub+bNy4kUJCQqhGjRqSdH19fXJ1daWrV6/mWZasrCxavXo1eXt7k6WlJcnlcrKzs6OePXvS5s2bxQvg9u7dS2PHjiUvLy+qXr06GRoaklwup2rVqlHHjh1p9erVed4Doik7O5sOHz5Mw4cPpwYNGpCFhYXkBWgA6IMPPhDlaZo1a5Z4kVxxPprva8ht7dq11LlzZ7KzsyO5XE4mJibUpEkTWrZsGWVmZkryxsfHk7+/P7m5uZGJiQkpFApydXUlPz8/8Q4PX1/fPHW0srKisWPHaq2D2pgxYwgAHT9+XGueoqynBQsWiBffqT/GxsbUpEmTQuugKSEhgfz9/alevXqkUCjI2NiY3NzcaNasWZSYmCjyHT16lIyNjSXlValSheLi4uiHH36QvIgQANWqVatI5S9fvpxq165NcrmcbGxsqEePHnTlyhXq1KmTZH56enoUEBBARES1atWSjDMyMqL169eLed64cYOGDx9OTk5OZGhoSKamptS4cWOaMmUK3bt3r8D6lKZcXe8r8lPQelq0aJHkXR8A6J133iEionfeeSfPfuSrr74S7enr60tmZmZkaGhILi4uNHbsWOrXr5/Ib2ZmRgsWLBD1yMzMpLVr11KnTp2oWrVqJJfLyczMjLy9vWnlypWUnZ2d5wWWAKht27ZERDRy5EhJukwmo9GjR9PGjRvJyMhIMs7CwoLCw8Np9uzZeZavVatWRETk5+eXZ34jRowQ9S3K754xxtjbQUZUzs/j/H8oKysL/fv3R3h4OHx8fEQ6ESEqKkqcDfX19UVwcHBFVbPYrl69irZt2yIlJQVAziMxd+7cKXkPC2OMMcYYY6VRabpgvS1SU1PRpUsXnD17FiEhIejevbtkfHZ2NlxcXPDo0aNK9ZjOovD09MTu3bvRt29fZGVlQaVSwc/PD8+ePcPEiRNLdQ8IY4wxxhhjwFt+E3pFCAsLw9mzZyGTySQvK1OLj48X90FUpsd0FpWvry9++eUXODo6Asi5j2PKlCmoUaOGeFkgY4wxxhhjJcVdsIrp6dOnaNy4MeLj4+Hj44NPP/0U9vb2SE1Nxfnz57F+/XrExsZi2LBh2LJly1t3FURNqVTi+PHjiIyMRGpqKhwdHdG6desyecEeY4wxxhj79+IApAQeP36MVatW4fjx47h//754C7WdnR1atmyJ0aNHo2vXrhVdTcYYY4wxxiodDkAYY4wxxhhjOsP3gDDGGGOMMcZ0hgMQxhhjjDHGmM5wAMIYY4wxxhjTGQ5AGGOMMcYYYzrDAQhjjDHGGGNMZzgAYYwxxhhjjOkMByCMMcYYY4wxneEAhDHGGGOMMaYzHIAwxhhjjDHGdIYDEMYYY4wxxpjOcADCGGOMMcYY0xkOQBhjjDHGGGM6wwEIY4wxxhhjTGc4AGGMMcYYY4zpDAcgjDHGGGOMMZ3hAIQxxhhjjDGmMxyAMMYYY4wxxnSGAxDGGGOMMcaYznAAwhhjjDHGGNMZDkAYY4wxxhhjOsMBCGOMMcYYY0xnOABhjDHGGGOM6QwHIIwxxhhjjDGd4QCEMcYYY4wxpjMcgDDGGGOMMcZ0hgMQxhhjjDHGmM5wAMIYY4wxxhjTmUoRgMyePRtGRkYF5qlWrRoWLlwIAAgMDIRcLs93XGUycOBAdOnSpdzL6dcvBTLZK8nHxiYRnTsn47fflOVePnu7rVy5EjKZTPIxNzdH8+bNsXHjRhBRRVexVO7fv4+PP/4YtWvXhkKhgJmZGVq3bo2dO3fmyUtE2Lp1Kzp06ABra2sYGRmhTp06mDJlCuLi4iR5r1y5AplMhgMHDuhqUf71oqOjMW7cODg7O0OhUMDa2hqdO3fG7t27882/adMmeHt7o2rVqjAwMICjoyPGjRuHx48fF1hOZf2fUlJKpRIymQzffvttRVclj9z/z4vi4cOH8PLygpGR0f+xd95hUR3dH/8usMsCC6g0paggSouioKCCYE8Ue4OILRG7CRY0xv5GYxKNlVgiRqPyRkmMLbFrUAEVqXYUIhZiA6W33YXz+2N/e+UuCyyKaHzn8zz76J07d+bcc8+cmXPvzIB169a9Ick051Xu4U0xatQoeHt7v5Gyv/vuO5iZmaFRo0YaX7Nv3z4IBAJkZWUBqDwuOnXqFOzs7KCrq4uEhIR37tky3hzvRABSW7p164ZNmza9bTFqZNKkSZgxY0a91NWihRYiIw2534YN+pDLgW7d8hEXV1andZmb5+DevfI6LfN9Yfjw4fj555/fthivxB9//IHIyEhERkZi9+7dcHNzQ1BQENauXVun9dSnjp4+fQpfX1/cuHEDq1evxoULF3Do0CHY29sjMDCQJwcRISAgAOPGjYO1tTU2b96M33//HePHj8dvv/2Gtm3b4urVq/UiN6MyFy5cQNu2bXH8+HFMmzYN+/fvx8aNG2FsbAx/f39MnjyZl//rr7/GlClT4Ofnh/379+PChQv4z3/+g8OHD6NHjx4oLS2tV/lv3LiB5s2b12ud/wZU+/ONGzdi3Lhx1V6zfft23Lx5EydPnsTHH3/8pkVkAJBKpVi4cCEGDRqEs2fPvnI5quOi5cuXo1GjRrh06RIcHR3fyWdrbm6Oe/fuvW0x3jvejZC9lri4uMDFxeVti1EjvXr1qre6JBIBunblP87Bg0Wwt8/B+vUlCA83qJN6HjwoR2bmv/uN+JskISEBfn5+b1uMV8Lb2xsNGjTgjgcNGoTs7GysWbMGs2bNqrN66lNH+/btwz///IMrV67w3tr16NEDRUVFiIqK4gY7W7Zswa+//opdu3Zh9OjRXF4/Pz8EBQWhc+fO8Pf3x/Xr16GtrV0v8jMUlJSUwN/fH/b29oiMjIShoSF3buTIkdiwYQOCg4PRpUsXBAYGAlB82Zs8eTIWLVrE5e3QoQMcHR0xfvx4JCcnw9PTs97uISEhod7q+jeh2p9roqcXL16gWbNm8PHxeZOiMSqQn58PuVyODz/8EG3atHnlclTHRS9evICvry/atWvHHb9Lz/bBgwfIzMx822K8l/wrv4DU9Lnz3Llz0NXVxdatWwEoPj8vXboUjo6O0NPTQ6tWrbB58+Zq6+jXrx/69evHSwsPD4dAIEBBQQEA4OHDhxgxYgQsLCygp6cHZ2dnrk6A/6nx1q1bEAgEiIyMxKBBg2BqagoLCwt89tlnKCt7+YUiJiYG7dq1g1gshouLC44fPw5vb29MnTq1dkoCIBYDbdroIC3tZfkZGeXw9y9Eo0Y50NXNRuvWeQgPl3LnZTIgJKQYTZvmQizOho1NDmbNKoJUCpw9K0ezZrkAAFvbXAwapNDDo0eEfv0KoK+fDUvLHKxaVYKFC4vh7JzLlWtmloN160rRt28BxOJs5OYqgpi9e6Xo0CEPEkk2GjfOwcyZRSgufnkPDx+WY8SIAlhY5EBPLxvOzrnYurX6N5fx8WXo1SsfpqY5kEiy4eGRh9OnX05FW7u2BCYmOTh5Ug4Xl1xIJNmwtc3Frl3SWuVRRSAQID09HZ988glvIP/TTz/B2dkZurq6MDExQWBgIJ4+fVplORs3boSFhQUOHz4MCwsLzJkzBwAgkUjw/fff8/IGBQWhffv2ADS3sdrg4eGBf/75B8X//1AyMjLg7++PRo0aQVdXF61bt0Z4eDjvmm3btuGDDz6Avr4+TE1NMXToUGRkZFSpI7lcjs8++wwmJiYwMjLCp59+ikOHDkEgEODZs2cAADMzM6xbtw59+/aFWCxGbq7CthITE/Hhhx/C1NQURkZGGDJkCO7fv8/JIpVKef9WZN++ffjpp5+44/Xr16Nnz5684EOJmZkZVq1ahZSUFBw/fvyVdKmkJnuwsLDAhg0bEBISAmtraxgbG6N///548uRJlWVu3rwZ5ubmOHv2LFxdXWFgYABXV1dcuXIFO3fuRKtWrWBkZIS+ffsiMzMT+fn5kEgkWLFiBa+csrIymJub48svv1Rbj7+/P0aMGIHQ0FA0b94c+vr68PPzw/PnzxESEgJLS0uYmJjgs88+403d27NnD9zc3GBoaAhTU1MMGDAAf//9N6/s2NhY+Pj4QF9fHzY2Npg7dy73leL3339HRkYGNmzYwAs+lHz++edo164d1qxZw6VJpVK1z93LywspKSm1Cj5qkn/t2rUwMTHByZMn4eLiAolEAltbW+zatQsAsHTpUowdOxb379+HQCDgppbU1J6SkpIgEAhw6NAhdOvWDcbGxjA1NUVISAjKy+v2K3Rd9HkAsHfvXnTo0AESiQSNGzfGzJkzOf+hjor9edeuXbFjxw7s3LkTAoEAycnJlfJ7e3vjhx9+wI0bN3jTymJiYjj7kUgk6N69O+Li4rjrhg8fDn9/fyxevBgSiQR//vmnWnnKysqwePFi2NvbQ09PD9bW1pg2bRoKCwur1Z9AIMClS5fg7u4OsVgMOzs73rPURL/K9rVjxw44ODhwU2EvXbrEu27nzp1wcXHhnsGOHTt453V0dHDgwAE4ODhwdhUfH1+t/NXp7/Tp0zA1NeX0WNWUeblcjunTp6Nhw4YwMjLCyJEjOV+tRDkuUk4LvH79OjZu3AiBQABXV1e1z7Ymm6rq2dbUPyj9ZmxsLDw9PWFsbAw7Ozts374dAHD27Fk0a9YMAGBra4tBgwZVq0NGLaF3gAULFpCurm61eUxMTGjZsmVERBQaGkra2tpqz925c4caNWpECxYs4M7PmDGD9PX1aefOnZSamkqbN28mkUhE27Ztq7I+Pz8/8vPz46Xt3r2bAFB+fj4REfXo0YO8vLzo8uXLlJaWRps2bSJtbW06ceIEERENHTqUevToQUREqampBIBcXV3pwoULRER0+vRpAkARERFERFRcXEwmJibk4+NDSUlJdPbsWWrbti1ZWlrStGnTqpR14MB8cnXNVXvO0TGHhg5VyFtaqjh2dc2lc+dkdOdOGS1ZUkTACzp0SEpERMuWFZO5eTadOCGjv/8uoyNHpGRpmU1ffllEUilRREQpAS8oMVFOeXmKOvr2zSdLy2w6eVJGV67IqV+/fLK3zyEXl5cyWVpmk5NTDs2dW0QXLshIJiM6eFBKwAuaN6+IUlPL6OhRKVlbZ9OoUQXcdT165JGXVx5dviyntLQy2rSphLS1X9CJEzK191tcTGRikk39+uVTUpKcbtyQ0+efF5KBwQvKyCgnIqLQUEUZvXvn0aNH5VRSQrRoURFpab2glJQyjfOokpGRQQAoNDSUnj9/TkREu3btIoFAQCtWrKDbt2/T2bNnydHRkdzd3am8vFxtOVu3biV9fX3q0aMHHT16lO7evUtERAYGBrRq1Spe3vHjx5O7uzsRaWZj6li7di0BoOzs7ErnJk2aRCYmJkREVFpaSo6OjuTq6krnzp2jO3fu0JIlSwgAHTp0iIiIzp8/TwKBgLZu3UppaWkUGxtLPj4+1KlTpyp1tHLlShIKhbR161ZKSUmhBQsWUMuWLQkAZWZmEhGRpaUlOTk50dy5c+nChQskk8nowYMHZGRkRH369KGrV69SXFwc+fj4kL29PZWUlBAR0c2bN0lbW5tcXV3p8OHDVFRUpFYHjx8/JgC0cuXKKvVUVFREACgkJISIiJKSkggAHThwoMprVNHEHqysrMjKyoq2b99OMpmMHj58SE2aNKEpU6ZUWW5YWBiJRCIKCAig7Oxsys7OJgcHB7Kzs6Nx48ZRUVERZWRkkJmZGX3xxRdERDRu3DhydHTklaO0l5SUFLX1BAYGUuPGjWnhwoUklUrp2rVrpKOjQ/b29rRlyxaSy+V06tQpAkDHjh0jIqLLly+TQCCgBQsW0K1bt+jy5cvUrVs3cnV15cpNT08nQ0NDGjduHF28eJH2799PpqamnN+bOHEiGRgYVKvbL774ggQCAeXmKvzOyJEjSVtbm+bPn09paWnVXqtKxT5FE/mVfVLv3r3p0aNHVFJSQosWLSItLS1KSUmhwsJC+vzzz8nGxoYyMzOpuLhYo/Z07do1AkCtWrWi2NhYKisro8OHD5OOjg6FhYVpfD8ymYwA0DfffFNlnrro8w4ePEgAaN68eZSamkpHjx4la2trGjVqVJX1VuzPc3JyyN3dnQICAigzM5Pkcnml/Dk5OTR+/HhydHSkzMxMKioqotu3b5NYLKaAgAC6cuUKXblyhQYMGECGhob08OFDIlLYg6OjI/Xr14/OnTtHWVlZauVZtWoViUQi2rt3L925c4dOnjxJVlZWFBwcXO09CIVC8vT0pIMHD1JcXBz5+/uTlpYWXbt2TWP9BgYGUpMmTWjSpElUUFBARUVF1Lt3b3JycuKu2bdvH2lra9PKlSspPj6e1qxZQwKBgH777TeuDFtbW+rduzdFRUVRVFQUtWnThleGKjXpTyqV0u3btwkAbd++vUrdLVu2jEQiEW3fvp1SU1Np06ZN1LRpU54vrzguyszMJEdHRxo/fjxlZmZSVlZWpWeriU2pe7aa9A9Kv+nn50cPHz6k8vJyWrJkCQmFQsrIyCCpVEoREREEgBITEylPOehh1AnvVQCSlZVFLVu2pDFjxnDncnNzSSQS0ZIlS3jlBQUFkb29fZX1aeIszM3NOZmUXLp0iZ48eUJE6gOQ5cuX8/Lb2dnRnDlziIjot99+IwB048YN7nxUVBQB0CgAkcmI+2VklNMXXyiCC+VgXTngT0riO3Uvrzzq2VPRsEaMKKAePfiN7NatMrp9WzHoPnZMUUZ6uuL4yZNy0tJ6QRs3lnD58/KIGjTI5gUgVlbZ5O7OD5I6dswlX19+XeHhpSQQvKCHDxXlm5tn07Jlxbw8ly7J6ckT9YN3qZTo6lU5ZWW9PJ+XRwS8oIiIUiJSBBfAC4qKehnElJYSSSQvaNGiIo3zqFJcXEwAaMeOHVxa27ZtaeDAgbx8ygFadHS02nLCwsIIAP3xxx+8dE0DkOpsTB3KACQrK4tkMhnJZDJ6/vw5hYeHk66uLs2fP5+IXg4ukpKSeNd7eXlRz549iYho06ZNpKenR1KplDv/5MkTio2NrVJHLi4uNHz4cF6ZPXr04HVaVlZW3H0qmTdvHhkbG/MCpwcPHpCWlhaFh4dzaX/++Sc1a9aMAJBIJCIvLy9atmwZZWRkcHni4+NrDNSIiCwsLCggIICIXi0A0cQerKysOH0q+fTTT6lDhw5Vlqu0mYSEBC5t5syZBICePXvGpQ0fPpw+/PBDIiKKjo4mABQXF8ednzx5MhcsqiMwMJBMTEx4z7ddu3bk4uLCy2dmZsYNdnNzcyk+Pp5kspdt6fDhwwSAnj59SkRE8+fPJ3Nzc96Ac9euXRQUFERECn/s7OxcpVxERFu2bOEFT/n5+TRmzBjS0tIiAGRlZUWjRo2iw4cPVxn8K6nY32gif2hoKAGgqKgoLk9paSlJJBJatGgRESkCpGbNmnHnNWlPygBEtZ/p1asXdenSpdp7qEhdBSA19XkdO3YkX19f3vnw8HASCARcIKCKan/u6elJY8eOrfZ+pk2bxrO5GTNmkKmpKc8u8/PzSSwWc/4wMDCQhEIh9+KjKh4/fkxXr17lpc2aNavaAbzy+R85coRLy83N5flPTQMQIyMj3ouSXbt2EQAqLCwkIqLOnTvT0KFDeeXMnTuX1q1bx5Whp6fHCxK2bdtGALjgXBVN9JepmHvNBTrqaNmyZSVfPmHChCoDECKF/684vlF9tprYlLpnq0n/oPSbFfviBw8e8J7lsWPHCAClp6dXed+MV+NfOQVLHVKpFEOGDIG1tTW2bdvGpScnJ0MqlaJ37968/F27dkVaWhr36fNV6N+/P7755hvMnj0bZ86cgVQqhaenJywsLKq8RnXuZMOGDZGdnQ0ASElJQYMGDeDs7Myd9/b25j59VseVK2UQCrO5n7V1DrZuLcX27Qbo3VvxeTshQQ49PcDVlT9/vX17bSQnl/3/PQlx5owcAQGF2LdPhuxsgqOjFlq1Um8qqallKC8HvLxeTokzNAR69qw8Ra5Tp5dp5eWKqVK9ewt5ebp2FYJIcT9Keb75phizZxfjzBk5pFLA01MbFhYCtfIIhYBUCkyfXgQnp1w0aZKDli1zAAAvXvDXrri5vZRHJALs7bWRllZe6zxVIZPJcPXqVXTs2JGXrpwypW56QUU6deqkUT2qVGdj1WFqagqhUAihUAgTExOMGzcOU6dOxeLFiwEo5mbr6enB1dWVd1379u25e+nevTsEAgF8fHwQFhaGe/fuwcLCAh4eHmrrJCLcuXMHXl5evPTBgwdXyquqj9jYWHh4ePCmu9nY2MDOzo6nWz8/P9y9exdRUVH44osvAABLlixBixYt8Ntvv3FyANBoqppAoN72aqI29vCqz9DBwYH7v5GREUxMTGBmZsZLU06J8PLygpOTE3bv3g0AKC8vx4EDB2pcAGxrawuh8GW7NTIygqOjIy9PxXqMjIyQnp6Ovn37ws7ODo0bN8bYsWMBKOZ7A0B8fDzc3Nx4a2tGjx6NsLAwAICWlhZkMlm1cimnJGlpKXyVRCLBzp078ejRI+zYsQPdunXDqVOnMGDAAHTt2lVj36+J/Erc3Ny4/4tEItjb2yMtLU1tuZq0J3XlAop1E1WV+yaprs8rLy9HfHy82r6WiHDlypU3JldCQgLc3d15dimRSODg4MDTpYODQ407OJmamuLYsWPo2LEjbGxs0LhxY/z444+VnrU6unTpwv3fyMgILi4uSElJqdW9KKd+KWnYsCEAcO0/ISEBHTp04F3z3XffITg4mDt2cHCAiYkJd2xubg5AsY5DHZrqrzqkUinS0tIq+frXWWdVG5tSfbaa9g8A39+q6pvx5nhvApD169cjOjoamZmZvEFEXl4eAMVOG2KxmPt98sknAFDtvOqa2Lx5M1asWIHz58+jV69eMDMzw7x58yCXV731bUXHokQ5+Hn+/Lna+c0VHUlVtGqlhbg4I+5344YRnj5tgE8+EXF58vIIEokAquMnQ0MB8vMVMowaJcKhQxJkZ5dj9OgCmJvnYNiwAjx7pn7h+fPnxJXBl7myaRkbv8xTVATI5cCSJcUQi7O5X4sWimDh8WPFYGLzZgOsWKGP8+dl6NUrH2Zm2Zg3rxhVqTg1tRzdu+ehpIQQHi5BYqIxEhKMK+UTCAB9fX6agYEAOTlUqzzVUVhYiPLychgZGfHSlc+4qs5AibFxZbk1oTobq47IyEjExcUhLi4OycnJeP78OdasWQNdXV0AirYkkUgqDcANDQ25e3FwcMDFixfRokULzJs3D7a2tujYsSMuX76sts68vDzIZLJKdq/O5lX1kZeXhzNnzvDatVgsxt9//43Hjx/z8mppacHb2xtfffUVoqOj8ffff8PZ2RkTJ06EVCqFtbU1AFS700lJSQmePXuGpk2bVpmnOmpjD6/6DJXPSom6udoVyxk/fjz27NkDuVyOqKgo5OXlwd/fv1Z11FRPREQEhg8fDk9PTxw7dgzJycn48ccfeXmzs7NhYFD1Rhk2NjZ48OBBtese7t+/D21tbVhaWvLSLSwsMG7cOOzevRsZGRn44YcfcP78eY13UtREfkARmOqrOAwDAwPk5OSoLVeT9qREIpFoXO6bpLo+r6ioCHK5HEuWLOG1xxYtWgBApTZZl+Tl5VVqV0BlXWriUz/77DMsW7YM06dPx/nz55GcnIwJEybUeJ1y+/KKGBgY1Lh2RBV1bR9QtKeioiKUlpZW21aU9arKpixDHZrqrzoKCwtBRJXkV7Xd2lAbm3qd/uFV/S3j9fhX7oKlDmdnZ2zevBm+vr6YN28et8hPaZTh4eFo3bp1petsbGzUlicQCCoZoOpCOqFQiODgYAQHB+Pp06fYtWsXFixYAHNz81faNUgsFqOoqKhSuiZvXvT0BGjfvvqdeYyNFYEGEXhBSF4e8YKDAQOEGDBAiMJC4MgRKWbMKEJQUCEOH67sSJTjDsX0+IoyV/+VQF9f8bUiOFiM8eMrD2iUXzgUeXQRHKyLp08Ju3aVYsGCYpibCzBrVuVBT0SEFHI5sGePhJPtwYPKshABhYVART+dl0do1kyrVnmqw8DAANra2lwQ/LIMxXFtAwx1b96rW9xZW9q2bct7W6SKsbEx8vPzQUQ8WfLy8nj30qZNG4SHh6OsrAzR0dFYsGAB/Pz8uIXoFVEOZlXtXhObNzY2hre3t9rBYMVBfVFRUaWvks2bN8esWbMwevRo3Lt3D61atULLli2xb9++KhdgR0ZGgojQvXv3GmVTR13bQ10wduxYzJ8/H5GRkTh8+DAGDx5c53KEhYWhe/fuWLZsGZemardmZmaV9FIR5Vat+/fvx7Bhw9TmOXXqFDp27AgDAwMQEe7evcsNVJTo6Ohg2rRpWLt2rcZvdjWRH1AMWAoLC3mDv7y8PG4Rqyqatieg8suKvLw87k1tXfG6fd6MGTO48+PHj69UfnUzA14XY2NjtfaTl5dXKSCtjrKyMmzfvh0LFy7EqFGjuHTVhdTqICIUFxfzBrMFBQXc1wdN9FsT+vr60NfXr7atvAp1oT9l8K2qq9cJlPX19V/ZpjTpHxhvl/fmC4ifnx/atm2L0NBQbNiwASdPngQAuLq6QldXF8+ePYOjoyP3U05NUPc2D1B8PlVtOBU/ZRYnpgAAIABJREFU9+Xm5uK///0vNy1AuVtRp06dcO3atVe6h5YtW+L58+e83VViYmLqbAu49u11UFICJCbyp5lcvChHhw6KWPTQIRn3Nz4MDIARI0SYMEEX167xr1H60ZYtFUHP5csvz+fng7frlDq0tAB3d23cu1cGR0ct7mdnpwWRCGjYUIDcXMJ//yuFcuaFhYUAc+aI0amTTiV5lJSUEAwMBKj4Qla5y5fqC41z515O6SgoAG7fLoOjo3at86ii7GSEQiFcXV0RExPDO3/x4kUAqPQZvSbU2WR9/l2K9u3bo6SkBImJibz0ixcvcvcSGxvL3Z+2tjZ8fX2xbNkyZGVl8b42KnUkFothY2NT6QvJgQMHapTHw8MDqampaNGiBa9ta2lpoUmTJgCAzp07IyAgQO2b81u3bkFLS4ubojR9+nQkJiaq/Rsl+fn5+PLLL+Hi4vLKf1y0ru2hLlDu6LRnzx7s27eP+zJcl5SUlFT6ovXf//4XwEs7aNeuHWJjY1FSUsLl2b17N3x8fFBeXo4BAwbAzs4OCxcuVDs1YuPGjUhMTERISAgAYP/+/bC3t8dff/1VKW9OTg6ePHmCxo0b15n8Ss6dO8f9v6CgALdv3+ZNT6uYX5P2pK5cQDFlTXXa2+vyun2elpYW3N3dce/ePV57tLOzg0gkqlXAVNu3z+3bt0d8fDxv17OcnBykpKTUql2VlZVBLpfznnd+fj4OHz6skUzR0dHc/wsKCpCSksJtMVyTfjWlXbt2lexhxowZvClYtaUu9Kerq4vmzZtXCuxPnTr1ynK9jk1p0j/UBvZFpO55bwIQJWPGjMHQoUPxySef4Pnz5zAyMsLEiROxZMkSREREID09HWfPnkWvXr24ebzqcHd3R1xcHK5evQoiwvHjx3nbb2ppaWHatGmYOHEikpOTkZ6ejj179iAhIQG+vr6vJLufnx/09PQQHByMlJQUxMTEYPbs2a/UWNTRp48Qzs5amDChEHFxZbh7txzz5xcjPr6M+5qwbl0J/P0LcP68HOnp5Th7Vo5ff5XC11cRoDRsqDCZI0dkuHmzDHZ2WnBz08bXXxfj4kU5UlIUU7caN655nvycOXrYv1+Gb78twZ075UhOLsPo0YXw8spDfj6gpSXAtGlFmDixEMnJZUhPL8eePVIkJMjh66uYq3rpkhwdO+bh6lVFQOLpqYPMTMKOHVI8fkzYtKkUly/LYW4uwJUrZcjLUzgRHR3g229LEB0tx5075Zg6VfGZPDDw5ZQ1TfJURCwWQ09PD+fOnUNycjJkMhlCQkJw5MgRrFmzBvfv30dkZCSCg4Ph6+vLzf3XFHd3dxw8eBDPnz+HVCrFN998g+fPn9eqjNehT58+cHZ2xoQJExAXF4e7d+9i/vz5iI+P5774HT9+HAMHDsTvv/+Ou3fvIjk5GRs2bEDz5s3RtGlTtToaPnw4fvvtN0RERODu3btYunRpjX+pGgAmT56MgoICjBs3DsnJyUhNTcXy5cvh4uLCBTQrVqxAdHQ0evXqhb179yImJgbHjh1DcHAwvv32W0yZMoXrxKZOnYqPPvoIQUFBmDJlCk6cOIGYmBj8+OOPcHd3x4MHD/DLL79wawyUJCUlcf5B+VMdICipS3uoK4KCgrB7924IhcJX/rpTHZ6enjh16hRiY2Nx//59TJkyhXurGh8fj+LiYkyaNAkymQyBgYHcH4ucO3cunJycoKWlBZFIhIiICDx79gyurq74/vvvcfToUezZswcjRozA9OnTMXv2bG6bzAEDBsDLywtDhgzBV199hZMnTyI6Oho//fQTunTpAh0dHY23NtdEfkDxdeXbb79FdHQ07ty5w5Wv/LskDRs2xJMnTxAVFYX79+9r1J6UHD58GHv37kV6ejrWrl2LixcvcsGiVCpFx44dX/uPe9ZFnzdnzhzs378f3377Le7cuYPk5GSMHj0aXl5eGk/ladiwIZKSkrhpoJowdepUFBUVYfz48bhz5w6uXbuGkSNHwsjIqNp+XhWRSIS2bdti586duHv3Lq5evYp+/fqhb9++ePHiBW7fvl3lFGuhUIjly5dzUzxnzZoFqVTK/TG9mvSrKTNnzsTJkyexZMkSxMfHIzQ0FD/88EOltWW1oa709/HHH+PQoUMICwvD9evXsXr1aiQlJb2yXMCr25Qm/YMmKPuHI0eO4ObNm691LwwV3vgydw2oy214iYiysrKoSZMmNGTIECJS7ACyaNEiatq0KQmFQrKxsaFp06ZVuSMEEVFhYSEFBgZSgwYNyMTEhEaOHEm//vorbyeJ2NhY6t69OxkbG5NYLCYnJyf6/vvvuTLU7YJ16tQpXj3u7u40fvx47viPP/6gli1bkq6uLrVv355iYmLI0dGRZs+eXaWs1W3Dq8rDh2U0bFg+GRtnk0j0gtzccungwZc7Xzx9Wk4jRxaQmZnifNOmOTR1aiHl5Ch2jZHLifr0ySeR6AV166bYwer27TLy9s4jXd0XZGubQ9u2ldDkyYW8Xa+srLJpwYLKu0f98ksptWmTSyLRCzIzy6aBA/Pp1q2X29zGxsqpe/c8MjbOJrH4BTk55dD337/cFUu5K1fF3armzCkiU9NsMjbOpo8/LqCcnHJasqSIxOIXNHVqIYWGlpCOzguKiZGRm5uiblvbHPrzz5d60CSPOv7zn/+Qvr4+mZiYcLtvbNu2jRwdHUkoFJKZmRkFBQWp3fJWiXJnjoq77hApbMjb25sMDAzI2tqali5dSvPmzaN27dpx5zWxMVWq24ZXlYcPH9KwYcPI2NiYRCIRubm50cGDB7nzMpmM5s+fT82bNyeRSERmZmY0cOBAunnzZpU6KigooJEjR5KBgQGZmppScHAwtzuMcttDKysr3tbaSuLj46lHjx6kr69PRkZG1LlzZzp69CgvT1RUFA0ZMoRsbGxIKBSSRCIhDw8P2rRpE5WV8bdUlkql9N1335GzszOJRCICQE2aNKEJEybQ/fv3eXmVu2Cp+1Xc7UiVmuxB3b3Onj2bWrRoUWWZ6mxmyZIlZGVlxcs3fvx48vT05KWVlZWRoaEht1tTdQQGBpKXlxcvzdfXlwIDA3lpLVq04Lb7ff78OQ0cOJAkEgk1adKEli5dSmVlZdSrVy/S1dWlX375hYiIzp07Rx4eHiQWi7ltT5U7/yh5+PAhTZ06lbOvhg0bUs+ePbltayuSn59Py5cvJ1dXV2rQoAHp6Ohw23fevn272vus2KdoIn9oaCjp6OhQTEwMubm5kUgkIltbW/rzzz+5Mu/fv0+Ojo4kEolo8eLF3P1U156Uu2D9+uuv5Ofnx7WbijvdKXeWU92dqiKa7IJVF30eEdEvv/xCbdq04bX/W7duVVmvan9+9OhRMjExIQMDAzp+/Ljaa1R3SiJS7Orm5eVFYrGYJBIJffTRR3T9+nXuvDrbVUdycjK5u7uTWCwmR0dH2rdvHz18+JDs7OzI0NBQ7W5Ia9asoUaNGlF0dDS1bduWRCIR2dnZ0a+//srl0US/6mT8448/CABvF7HNmzeTvb096erqUqtWrWjTpk3V3qe6MlSpSX+a7IJVUlJCQUFBZGRkRBKJhPz9/Wnfvn28HeNquwsWUc02VdWzral/UOc38xULYmn37t1ERCSXy6lPnz4kEomoW7duVd47o/YIiNh3pXeJFy9eQF9fn1vUWVpaikaNGmHlypWYNm3aW5ZOPUVFgFRKaNDg5VePHj3y0aiRAL/99uoL0N4UP/xQihkziiCXV/35VpM8jLpBJpMhJyeHt1vTsmXLsGHDhrf6F2gfP34MGxsbLFmyhPfXtN83jh07hoEDB+LevXu1mi/PeMkPP/yAGTNmVLsByatw/fp1tG7dGlFRUfD29q7TshkMBuNt8t4sQn8fyMvLg52dHXr27InFixdDS0sLq1atgra2NoYOHar2GkPDbLzGTsKvBZFicN6vXz6ePi3Hjz8awMJCC3/+KcVff8nx55+K4EMgeHe2s1PKXBFV+TTJs2+fBEOHCivlY9Seb775BqtWrcL27dvh7u6Oq1evYsOGDTVuB/umadKkCQIDA7FixQo0btwYnp6esLa2rnEbz38L//zzDxITEzFx4kR8/vnnLPhgMBgMRr3BApB3CCMjI5w8eRJffPEFvL29oa2tDVdXV5w8ebLKBZP5+W//Df2ePRLMnFmEIUMKUFhIsLfXxs8/G8DPTzFAVzegf5fQRL53/R7+zcyfPx8lJSUICQnB06dPYW1tjQkTJnB/f+Rt8sMPP0BLSwvz5s1DaWkpDh48+MqL0N81Jk+ejKioKPj7++Prr79+2+IwGAwG438INgWLwWAwGAwGg8Fg1Bvv3S5YDAaDwWAwGAwG492FBSAMBoPBYDAYDAaj3mABCIPBYDAYDAaDwag3WADCYDAYDAaDwWAw6g0WgDAYDAaDwWAwGIx6gwUgDAaDwWAwGAwGo9547wOQYcOGvTf79jMYDAaDwWAwGP923vs/RDhp0iSUlpbWaZnm5ua4fPkymjdvXqflMhgMBoPBYDAY7zvvfQDSq1evOi3vwYMHyMzMrNMyGQwGg8FgMBiM/xXeiSlYxsbG+O677/DJJ5/A3Nwc+vr6GDRoELKysrg8ZmZmWLduHfr27QuxWIzc3FwAwE8//QRnZ2fo6urCxMQEgYGBePr0KXed6hSszMxMjBkzBk2bNoW+vj46duyIs2fP8uSJjY2Fj48P9PX1YWNjg7lz56K0tBRnz55Fs2bNAAC2trYYNGgQACAqKgo+Pj5o0KABDA0N4e3tjfPnz78xfTEYDAaDwWAwGP9W3okARCgUYuXKlejatSuePHmCpKQkJCYmYsaMGVwekUiErVu3onXr1oiMjISBgQF2796NCRMmYPTo0bh27Rr279+PxMRE+Pn5gYgq1VNeXo4+ffrg4sWL+Pnnn5GQkIAOHTqgT58+uH79OgDg3r176NWrF1q0aIG//voLGzZswI4dOzB79mx4eXkhIiICAJCYmIjdu3ejsLAQ/fr1g7OzMy5evIjY2Fi0adMGffr0QXZ2dv0okMFgMBgMBoPB+JcgIHUj9XrG1NQUbdu2xenTp7m0FStWYNmyZcjKyoKBgQGsra3RuHFjxMfHc3natWuHZs2a4eDBg1za6dOn0atXL0RHR8PLywvDhg1DTk4OTp8+jRMnTuCjjz5CZGQkunbtCkARlDg7O6NLly4ICwvDggULsG3bNjx69Aja2toAgN27d+P8+fMICwvD8ePH0adPH6Snp6N58+a4desWnJ2dERUVBW9vbwCAXC5HTEwMOnToAH19/fpQIYPBYDAYDAaD8a/gnfgCAgBubm68YxcXF5SUlOCff/7h0jp16sT9XyaT4erVq+jYsSPvuvbt2wMAkpOTK9URGxsLXV1d+Pr6cmlaWlro0qULlz8+Ph5ubm5c8AEAo0ePRlhYmFq5W7VqBQcHBwQGBuLbb79FYmIitLW14evry4IPBoPBYDAYDAZDhXcmAJFIJLxjAwMDAEBOTg6XZmxszP2/sLAQ5eXlMDIy4l1naGgIAMjPz69UR15eHkpLS6GnpwexWMz9duzYgcePHwMAsrOzubo1QVtbG1FRURgxYgTCwsLg7u6O5s2bY/fu3RqXwWAwGAwGg8Fg/K/wzuyCpRow5OXlAQAaNmyoNr+BgQG0tbW5fKrXVQxWlBgbG0MsFiMpKanSOeUXDzMzs0pl1oSZmRlWrVqFVatW4ebNm1i9ejXGjBkDZ2dnuLu716osBoPBYDAYDAbjfead+QJy7tw53nF8fDwMDAxgY2OjNr9QKISrqytiYmJ46RcvXgQAdOjQodI1Hh4eKCkpQVlZGRwdHbmfnp4erK2tASjWlcTGxqKkpIS7bvfu3fDx8UF5eTmXplw6k56ejkOHDnHpzs7O2LJlC7S1tbmF7QwGg8FgMBgMBkPBOxOAPHr0CEuXLsXdu3dx5MgRbNq0CQEBARCLxVVeExISgiNHjmDNmjW4f/8+IiMjERwcDF9fX24tSEV69uyJdu3aYdSoUTh37hzu3buHPXv2oF27dti4cSMAxR8ulMlkCAwMxIULF3Do0CHMnTsXTk5O0NLS4r7IHDlyBDdv3sSDBw8wdOhQrF69Grdv38adO3ewfPlyaGlpcWtWNm3axC1QZzAYDAaDwWAw/pd5Z6ZgBQUFITs7Gx4eHiguLkb//v0RGhpa7TUff/wxioqK8P3332PevHlo0KABBg4ciFWrVqnNr62tjePHjyMkJARDhw5FYWEhbG1tsWjRIsycORMAYGNjg+PHj2POnDno0aMHTExM4O/vjxUrVgBQLHLv06cPty3vX3/9hR07dmD16tVYvHgxdHR04OLiggMHDqBVq1YAFH+88NKlS3WoLQaDwWAwGAwG49/JO7MN74wZM7Bw4cI6L3vw4MEoLCzEyZMn67xsBoPBYDAYDAaDUTvemSlYdY1UKkVycjKSk5NhaWn5tsVhMBgMBoPBYDAYeI8DkIyMDLi7u0NLSwvBwcFvWxwGg8FgMBgMBoOBd2QKFoPBYDAYDAaDwfjf4L39AsJgMBgMBoPBYDDePVgAwmAwGAwGg8FgMOoNFoAwGAwGg8FgMBiMeoMFIAwGg8FgMBgMBqPeYAEIg8FgMBgMBoPBqDdYAMJgMBgMBoPBYDDqDRaAMBgMBoPBYDAYjHqDBSAMBoPBYDAYDAaj3mABCIPBYDAYDAaDwag3WADCYDAYDAaDwWAw6g0WgDAYDAaDwWAwGIx6gwUgDAaDwWAwGAwGo95gAQiDwWAwGAwGg8GoN1gAwmAwGAwGg8FgMOoNFoAwGAwGg8FgMBiMeoMFIAwGg8FgMBgMBqPeYAEIg8FgMBgMBoPBqDdYAMJgMBgMBoPBYDDqDRaAMBgMBoPBYDAYjHqDBSAMBoPBYDAYDAaj3mABCIPBYDAYDAaDwag3WADCYDAYDAaDwWAw6o23HoB4eHiga9euldJPnToFgUCALVu2VDo3duxYNG7cGABgbW2NhQsXvnE51XH69GkIBAJcunSpVtft27cPAoEAWVlZdSbL9evXIRAIEB0dXWdlvk1++OEH6OjocMempqZYvnz5G62zPuqoL5KTkyEQCKr8jRo1CgAwbNgw9OzZ85XqqAt9LVy4EGKxuMrzdWXXquVoct8ffPABpk+frnEd27Ztg0AggFwufy1Z32VU7UpbWxtmZmb46KOPEBER8UbqfJ/a5avyvvn32lBTO6ytfaj2LW+LUaNGwdvbu87LrQ/fDwDr1q2rVLahoSHc3d3x008/gYjq6pbeCgUFBVi6dCmcnJwgkUigq6sLJycnLF++HFKplJeXiLBr1y74+vqiYcOGEIvFsLe3R3BwMB49esTLq3w+Bw8erM/beSd5662wV69e+P7771FUVAR9fX0u/a+//oJAIMBff/2FyZMn866JjIxEr1696ltUxltk9erVaN26dZ2WaW5ujsuXL6N58+ZvrI5XYfjw4fDz88O4ceNeu6z//Oc/6Ny5c6X0Jk2avHbZ74q+NMHKygqbN2+Gvb19nZW5ceNGxMXF4eeff66zMv8tLFu2DN7e3igrK8OjR49w9OhRjBw5Er///jv27NkDbW3tty3iO8uNGzfg5+eHe/fuaXzNm7Df94Xa+qFu3bph06ZNdSqDJr6gLv26JrxJ31+RP/74AxKJBACQk5ODI0eOICgoCLm5uZg1a1ad1VPf+hsyZAhu3bqFxYsXo02bNpDL5YiMjMRXX32FtLQ07lkTEQICAvDbb7/h448/xpQpU2BoaIirV68iNDQUe/bswenTp9GmTZt6kfvfxDsRgKxYsQLR0dHo3bs3l/7XX3+hd+/eOHv2LIgIAoEAAJCamoqHDx+yAOR/jLFjx9ZpeQ8ePEBmZuYbreNVSUhIgJ+fX52U1aZNm9d6y1Ud74q+NKFhw4aVXmS8LgkJCXVa3r+JDz74gPflevTo0RgxYgSGDRuGVatWYd68eW9RunebV7GbN2G/7wu19UMuLi5wcXGpUxk0eaZ16dc14U36/op4e3ujQYMG3PGgQYOQnZ2NNWvW1GkAUp/6u3HjBk6dOoX9+/dj8ODBXLqXlxd0dXWxb98+FBYWwsDAAFu2bMGvv/6KXbt2YfTo0VxePz8/BAUFoXPnzvD398f169fZixkV3voUrM6dO8PAwABnzpzh0vLy8pCQkICpU6ciMzMT165d485FRkYCAK9haWtr46uvvkLjxo0hFovRt29fPHv2jDsvl8uxdOlSODo6Qk9PD61atcLmzZt5clhYWGDDhg0ICQmBtbU1jI2N0b9/fzx58uS17k8ul2P69Olo2LAhjIyMMHLkSOTm5lbKU5N8xsbG+O677/DJJ5/A3Nwc+vr6GDRoULXTuGJiYuDj4wN9fX1IJBJ0794dcXFxAIBFixbB2NgYxcXFvGvWr18PPT095OTkqC0zPj4evXr1gqmpKSQSCTw8PHD69GnufFJSEgQCAQ4dOoRu3brB2NgYpqamCAkJQXl5OQBg7dq1MDExwcmTJ+Hi4gKJRAJbW1vs2rWryntR/cweGxvL3ZuNjQ3mzp2L0tJS7vyePXvg5uYGQ0NDmJqaYsCAAfj7778BAGfPnkWzZs0AALa2thg0aJDaOqrTHwD4+/tjxIgR2LFjBxwcHLjPzxWn5D18+BAjRoyAhYUF9PT04OzsjK1bt1Z5nwKBAOnp6fjkk084p15aWoo5c+bAxsYGIpEIzZo1w4IFC+p0qk9+fj4kEglWrFjBSy8rK4O5uTm+/PLLStfUVl+vw9OnT9G/f38YGBjA1NQUc+fO5ewpPj4eAoEA8fHxvGvs7e0REhICoOYpLDExMWjbti10dXXh4OCA33//vVp5unbtih07dmDnzp0QCARITk7mzt25cwdeXl4Qi8WwtLSs9FY0MTERH374IUxNTWFkZIQhQ4bg/v373HmlXYWGhqJ58+bQ19eHn58fnj9/jpCQEFhaWsLExASfffZZtdMcnj17hjFjxsDKyorzKxs2bODliYqKgo+PDxo0aABDQ0N4e3vj/Pnz1d57VQwePBjDhw/HmjVrOLk0sV2pVIr58+fD2toaEokE3t7euHDhQpX1nDt3Drq6ulw7qsl/3rhxAwKBAH/88QdcXFzg4eFRZdk1+ZWabHzz5s0wNzdHbGwsPD09YWxsDDs7O2zfvh0AsHTpUowdOxb379+HQCDAunXrANTsV1XtVxPfAwB79+5Fhw4dIJFI0LhxY8ycOZPn883MzLBu3Tr07dsXYrEYubm5kMlkCAkJQdOmTSEWi2FjY4NZs2ZVmnZSkZrkv3XrFgQCASIjIzFo0CCYmprCwsICn332GcrKynj6rU07BPh+qCb9A5WnYGnS/1Zno9X5AiXq/DoA6Ojo4MCBA3BwcICuri5at27N82OayPa6vIrvrwkPDw/8888/nK1p4ge2bduGDz74APr6+jA1NcXQoUORkZEBQL3+5HI5PvvsM5iYmMDIyAiffvopDh06BIFAwI3/hg8fDn9/fyxevBgSiQR//vkngJp9sNLW1dn8nDlzEBsbCwMDAwCKMVPPnj15wYcSMzMzrFq1CikpKTh+/Hit9fjeQ+8Affr0IXd3d+748OHDpK+vT1KplBwcHGjt2rXcOX9/f3JxceGOraysyMHBgaZPn07x8fH0+++/k7GxMU2ePJnLM2PGDNLX16edO3dSamoqbd68mUQiEW3bto1XjpWVFW3fvp1kMhk9fPiQmjRpQlOmTKlS7lOnThEAunjxYpV5li1bRiKRiLZv306pqam0adMmatq0KQGgzMxMjeUzMTGhRo0a0c8//0xlZWWUkpJCNjY2FBgYSERE165dIwAUFRVFRES3b98msVhMAQEBdOXKFbpy5QoNGDCADA0N6eHDh5Senk4CgYD27t3Lk9fb25sCAgLU3ktxcTGZmJhQv379KCkpiW7cuEGff/45GRgYUEZGBk+OVq1aUWxsLJWVldHhw4dJR0eHwsLCiIgoNDSUtLW1qXfv3vTo0SMqKSmhRYsWkZaWFqWkpPDyVLz/ZcuWERFReno6GRoa0rhx4+jixYu0f/9+MjU1pWnTphER0eXLl0kgENCCBQvo1q1bdPnyZerWrRu5uroSEZFUKqWIiAgCQImJiZSXl1epjpr0R0QUGBhITZo0oUmTJlFBQQEVFRVR7969ycnJiZO7R48e5OXlRZcvX6a0tDTatGkTaWtr04kTJ9TqOCMjgwBQaGgoPX/+nIiIPv30U2rUqBHt3buX0tLSKDw8nAwNDWnmzJlqyyAiSkpKIgB04MCBKvMQEQ0dOpR69OhBRETjxo0jR0dH3vnTp08TAO65VKS2+lLHggULSFdXt8rzFe0pNDSUEhMT6euvvyYAtHHjRiIiiouLIwAUFxfHu7ZFixY0e/ZsXjnK9lHxvnNycqhRo0bUvXt3unLlCsXFxVGPHj2oUaNGnE2pkpOTQ+7u7hQQEECZmZkkl8spLCyMdHR0qFu3bnTw4EFKSEigkSNHko6ODtc+Hjx4QEZGRtSnTx+6evUqxcXFkY+PD9nb21NJSQkRKeyqcePGtHDhQpJKpXTt2jXS0dEhe3t72rJlC8nlcs73HDt2rErd+fn5UYsWLejcuXN0+/Zt+umnn0hbW5uziYKCAjIyMqJJkybRzZs36caNGzRlyhTS19enFy9eqC2zJrv65ZdfCABdv36diDSz3enTp5OZmRlFRERQfHw8jR07liQSCd29e5eI+HZ2584datSoES1YsIC7vib/eefOHQJAbm5utH37drp69apa2WvyK5rYeFhYGIlEIvLz86OHDx9SeXk5LVmyhIRCIWVkZFBhYSF9/vnnZGNjQ5mZmVRcXFwrv6q0X018z8GDBwkAzZs3j1JTU+no0aNkbW1No0aN4vJYWlqSk5MTzZ07ly5cuEAymYyWLVtG5ubmdOLRaSynAAAgAElEQVTECfr777/pyJEjZGlpSV9++aVavWkif2pqKgEgV1dXunDhAhG99C0RERFE9GrtUNU+atI/UeW+RZP+tzobVecLVFHn1wMDA8nW1pZ69+5NUVFRFBUVRW3atOE9Q01kU6U+fD8R0dq1awkAZWdnVzo3adIkMjEx4Y5r8gPnz58ngUBAW7dupbS0NIqNjSUfHx/q1KlTlfpbuXIlCYVC2rp1K6WkpNCCBQuoZcuWvLHVyJEjydHRkfr160fnzp2jrKwsjXxwaWkpNW/enExMTGjr1q2UlZWlVgePHz8mALRy5coq9VxUVEQAKCQkhIg0fz7/C7wTAciaNWtIS0uL6/RmzJhBPXv2JCKiiRMnUv/+/bm8FhYWNGPGDO7YysqKPDw8eOWNGjWK2rVrR0REubm5JBKJaMmSJbw8QUFBZG9vzytHWaeSTz/9lDp06FCl3JoEIC1btqThw4fz0iZMmMA1Ek3lMzEx4ZyFkq+//prEYjEVFBRU6qBmzJhBpqamJJVKufz5+fkkFotp+fLlRETUs2dP8vPz484/fvyYtLS0qhwcS6VSunr1Kq8x5uXl8ToRpRzKDkFJr169qEuXLkSk6AAqykqkaPASiYQWLVrE5akqAJk/fz6Zm5vzHP2uXbsoKCiIiBTPPD4+nmQyGXf+8OHDBICePn1KRETHjh0jAJSenq62Dk30FxgYSEZGRlRUVMSTAwAVFhYSEZG5uXklXVy6dImePHmiVsfFxcUEgHbs2EFERFlZWaSjo8MLwokUA3cDAwMqLS1VW47Sye3Zs4fy8/Mr/ZT3VbETio6OrjSQnzx5MtcJqFJbfalD0wBkzpw5vPROnTpR586diej1A5D//ve/BIBu3LjBXZuRkUECgaDagY+npyeNHTuWOw4LCyMAdPToUS4tLS2NANChQ4eIiGjevHlkbGzM67QfPHhAWlpaFB4eTkQKuzIxMeHpsl27drwXL0REZmZm9M0331QpX2pqKjeIV+Lm5sa9VLl582aldiiTyejs2bOc/apSU+eptKHTp09rZLt5eXkkFospNDSUO19aWkpDhw6lkydPEtFLO8vKyqKWLVvSmDFjuLya+E/l4FdpC1VRk1/RxMaVNhAdHc3lefDgAQGgI0eOEBHRF198Qc2aNePO18avVgxAavI9HTt2JF9fX949hoeHk0Ag4AImKysr3ss/IqIRI0ZU6mtu3bpFt2/fVqs3TeRXPgNVX2BnZ8e17Vdth6oBSE36r9i3aGI/mtioqi9QRdWvEymeoZ6eHk9v27ZtIwCUm5ur8dhAlfrw/UQvA5CsrCySyWQkk8no+fPnFB4eTrq6ujR//nwi0qwP27RpE+np6fHa1pMnTyg2NrZK/bm4uFQaW/Xo0YMXgAQGBpJQKOSCFiLNfDCR4oVD586dCQAJBAJycXGh4OBgSkhI4PLEx8fz7LwqLCwsuBe7LAB5yVufggUo1oGUl5fj7NmzABTrP7p16wZA8Xnz/PnzKCsrw40bN/D06dNK6z9UF1qZm5sjPz8fgGLHAalUyltfoiw3LS0NBQUFXJrqIqGGDRsiOzv7le9LKpUiLS2t0id/T09P7v+1kc/NzY2Xx8XFBSUlJfjnn38q1Z2QkAB3d3cIhUIuTSKRwMHBgftEHBQUhBMnTnCfK3///XdYWlpWOW9UKBRCKpVi+vTpcHJyQpMmTdCyZUsAwIsXL3h51cmalpZWZR6RSAR7e/tKedQRHx8PNzc33nzK0aNHIywsDABgZGSE9PR09O3bF3Z2dmjcuDE3T1hVzqrQRH+AYpqPnp4ed9ywYUMA4Oymf//++OabbzB79mycOXMGUqkUnp6esLCw0EiOK1euQC6Xo2PHjrz09u3bo7CwEKmpqdVe//HHH8PQ0LDSb/369ZXyenl5wcnJCbt37wYAlJeX48CBAxot+tNUX69Kly5deMedOnVCSkrKa5cLADdv3oSBgQGcnZ25NCsrK1hZWb1SeRX9kbm5OQBw/ig2NhYeHh68aRg2Njaws7Pj6cnW1panSyMjIzg6OvLqMTIyqjSdsyISiQTr16+Hq6srLC0t0bhxY1y7do1rA61atYKDgwMCAwPx7bffIjExEdra2vD19eVtCFIblFMqdHR0NLLd69evo6SkBB06dODOi0Qi7Nu3j+fnpVIphgwZAmtra2zbto1Lr43/7NSpU7Wy1+RXamPjFfsSVZ+gSm38akWq8z3l5eWIj49XqxciwpUrV7g0Vb30798fZ86cQUBAAPbt24fs7Gw4OjqiVatWry1/dX1sXbZDTfWvif1oaqOvgoODA0xMTLjjiv6iNratjvry/aamphAKhRAKhTAxMcG4ceMwdepULF68GIBmfVj37t0hEAjg4+ODsLAw3Lt3DxYWFlVOlyQibqprRSqu11Di4OCARo0accea+uBWrVohJiYGt27dwurVq2Fra4utW7fC3d2dW9tC/z/VtOI0wqpQrmNmvOStL0IHFAsamzRpgjNnzsDHxwfXrl3j5jl27doVubm5SEpKwqVLlyAUCuHr68u7XjkXT4lAIOAMIy8vD4Bi54uKBqCcP/7kyRNuZ5GKzlwJvcZWcoWFhSCiSuUqd4yorXwVrwNe3ndOTk6lAUNeXh63VXFFDA0NucHQ4MGD0aBBA+zZswfBwcHYt28fxowZAy0t9XGp0lF0794d4eHhsLS0RHl5OaytrSvlVSdrxXUlAoGgksyqeaoiOzsbTZs2rfJ8REQEAgICsHDhQoSGhsLY2BhRUVEYMWJEjWUr0UR/gHqbAV7azebNm9G6dWuEh4dj7dq1MDQ0xJQpU7B8+XKNtoJU2oeRkVElOQDwZFHHihUrKg3eAcUAVx3jx4/Hd999h9WrVyMmJgZ5eXnw9/fXSE5N9PWqGBsb844NDAxQWFj42uUCCh2qe46qNqwpFf2Rsk1X9EdJSUmVth6WSqV4/Pgxd6yrq1upXHXbFVfln2QyGT788EPI5XKsX78ejo6O0NHRwcCBA7k82traiIqKwsqVKxEWFoYvv/wSTZs2xfLly9XOZ9aEO3fuAACaNm3KDXKrs13loFDVh6uyfv16FBQUwNnZGWVlZVwQoIn/VKJqQ6rU5FdqY+O16Utq41drqkNZT1FREeRyOZYsWYKvvvqqUp6Ktqaql1GjRsHIyAgbN27E6NGjIZfLMXDgQGzatIkbIL+q/NXppS7boab618R+NLXRV0Hd2EUpa23GBuqoL98fGRnJPSOhUAhbW1tem9ekD+vYsSMuXryIlStXYt68eZg4cSI8PT2xYcMGtUFIXl4eZDIZV4aSisGcElX71tQHK3F0dISjoyNmzpyJ/Px8TJ8+HWvXrkVAQADnL6rb0a6kpATPnj2r1rf8r/JOBCCAYlF5dHQ0oqOjoa+vz71taNKkCVq1aoWoqChcvHiRW7SuKUrjCw8PV7tVn42NTd3cgBqUA2zVt5QVB9m1kU+1k1M27IYNG/IWSirLVZ5XvcbS0hKA4i3OqFGj8Ouvv+Ljjz9GVFRUtQukIyIiIJfLsWfPHq7xPnjwQG1edbIq30QBCger3EWiYh7l4vDqMDMzU3tvSsLCwtC9e3csW7aMS1NdbF8TmuhPE4RCIYKDgxEcHIynT59i165dWLBgAczNzTXaIURpH6qyKI9rGlQ5OTnVaq/5sWPHYv78+YiMjMThw4cxePDgGutQylEX+qoK1WCjoKCA6/SqerOk6TM3MDBQK7smwXBtMTY2hre3N3788cdK51Q709chNjYWV69exfnz53mDkMzMTN4ARLlIctWqVbh58yZWr16NMWPGwNnZGe7u7rWuNyIiAi1atICtrS3XKVdnu8qvDf/H3plHRXF0bfwZlmGAYUBZBBGCK7hERCKIqLgbl+gbFVFRE+MSF1yiURM1op8maoxZ3I0Go+IWiVviEolRXF5EURFxQVQUY1zQiICCbM/3h2f6pYcBBoJokvqdwzlMdXXVrdtVt/pWV98uaTwDQIMGDbBixQoEBATgo48+kl7eNsR+3rp1yyDZS7MrL6qPl8WuGoqFhYVke4YOHVrkeGlPYHv06IEePXrgyZMn2LNnDyZMmIBhw4Zh9+7dL0z+yhyHWgzpP1oHpLQ++jJkK4nKsv1NmjSRPU3QxdA5rHHjxggPD0d+fj6OHTuG6dOno1u3btKL6IXRLtA8ffpUlm7IDgdDbHBubi7u3LlTxGmwsrLCp59+ivXr1yMuLg4+Pj6oW7cuIiIiin1Z/9ChQyCJdu3alSrbv41XYgsW8HwbVkJCAn777Tf4+/vLHnO3adMGMTExOHHiRJkfeXp6esLMzAz379+XPFkPDw/Y2trC3t5e70pjRWFmZgY3N7cij+cjIyPLJV9UVJSsnNjYWFhaWuo1RG+88QZiY2NlURzS0tJw+fJl2aPkYcOGITo6Gl999RWaN28uPTrXR3Z2NiwtLWUrB+Hh4QCKri7pk1V3C0nhPJmZmUhMTCySRx9eXl6IiYlBdna2lLZhwwa0bt0aBQUFyM7OLrISsnHjRr1yFrcqaaj+SuLx48fYuHEjcnNzATyf9CdPngw/Pz9ZZDd9aOXy9PSEiYkJjh8/LjseHR0Na2vrEq9XedBGDNu8eTMiIiIwZMgQg86rCH2VhG70qlOnTkmhNLUra4VvVO7fv693NUsf7u7uyMnJwcWLF6W08+fPGxQBr6xPSH18fJCUlITatWvLxruRkVGFxufXjo3C4yA6OhrJycmSzMnJydi1a5d0vEGDBli5ciWMjY2RkJBQ5jrXrFmDgwcPYsqUKQAM67vu7u6wsLCQ2YKCggIEBATIouJ169YNTZo0wZIlS7B48WIcOHBAqqOi7HtpdqUi+3jhflMWu2ooRkZG8Pb2xo0bN2R6qVWrFpRKpWwxSJddu3ZJzqOlpSX69u2L4cOHF2uzKkr+vzIOy4sh/cfQPmpIW8uij8q+dymv7S8NQ+xATEwMoqOjAUDaBjpnzhw8ePBAdv21+tNGZzt58qSszB07dpQqjyE2eOLEifDy8tIbZfTSpUsAID0NDQkJwZkzZ/R+AyYjIwMff/wxGjZsWCkhkf9uvFIOSH5+PjZs2CC9/6GlTZs2OHDgQLm+/6HRaDBixAiEhoZi69atSE5OxuHDh9GxY8dK+Y5B//79sWvXLqxevRoJCQlYtGgRzp49Wy75/vjjD8yaNQvXr1/Hnj17sHz5cvTr10/v1ozRo0fj6dOnGDp0KK5cuYLz589jwIAB0Gg0snIbNmwIX19ffPHFF6Xu9/T19UVqairWrl2LO3fuYPny5Th58iQcHBxw7tw52QrH7t27sWXLFiQnJ+Orr75CdHS0zKCZmJhg/vz5OHbsGK5cuYLRo0cDAIKDg0vV6fvvv4/c3FwEBwfjv//9L3bt2oUpU6agfv36MDIygq+vLyIjIxETE4ObN29i1KhR0gplbGwssrKypAl4z549sgmvrPorCSMjI4wZMwYjRoxAXFwckpOTsXnzZpw+fbrINkItKpUK5ubmiIqKQlxcHKysrPDee+9h3rx52LVrF1JSUrB+/XosW7YMEyZMeCFf9B02bBg2bNgAU1NTadUmJycHzZs3L/ZDWxWhr5LYvn07tm7dips3b2LFihU4fvy4tE3I1dUVdnZ2WL9+PfLy8pCWloaxY8fK9v2WRPfu3WFlZYWQkBCcOnUKx44dw+jRo0tdJa5SpQrOnj2LuLg4PHz40KC6Ro4ciczMTLz77ruIi4tDUlIS5s6di4YNGxaZTP8Knp6eUKlUWLx4Me7cuYMDBw4gJCQEnTp1QmJiIu7fv4+UlBT07t0bixYtQmJiIq5cuYK5c+fCyMio1PclEhIScPjwYRw+fFj6ANeIESMwaNAgDB8+HABQtWrVUvuuNnzmZ599hg0bNuD06dMYOXIkYmNji+zvBoDBgwejd+/eGDJkCB4+fFih9r00u1JRfbxKlSq4e/cujh49ips3b5bJrpaFyZMnY/v27Zg/fz6uXLmCuLg4DBo0CP7+/iVui/z6668RFBSEI0eOSPr84YcfirVZFSV/ecfhX8GQ/mNIHy3NFujade2i1F+VraLRZ/v/KobYgf3796Nnz5748ccfcf36dcTFxWHx4sVwc3OTwkHr6i8wMBDbtm3D1q1bcf36dcyaNUvv+7C6GGKDJ06cCKVSiRYtWmDlypWIiorCb7/9hgULFqB///5o0qQJunTpAuD53Pfmm29i2LBhGDVqFH755RccP34cq1atgre3N1JSUrBp06YiW9vPnj2L/fv3y/50F27/8VTOu+6G0ahRI71Rpf744w8CoI2NTZEQd87OzrKQjCQ5adIk1q5dW/qdm5vLTz75hK6urjQ1NaWLiwvHjBnDx48fl6kcXQyJgpWdnc1hw4ZRo9FQrVYzKCiIERERsohMhshna2vL0NBQjhs3jra2trSwsGBQUJAUBUU3Sgr5PLKFv78/VSoV1Wo133zzTSk8ZmE+//xzWlpayuorjsmTJ9POzo7W1tbs378/09LSGBoaSpVKxdGjR0ty/PDDD+zWrRstLCxoa2sri36yZMkSmpiY8Pjx42zatCmVSiVr1qzJn3/+WZanuChYJBkVFUUfHx+qVCo6Oztz/PjxUvSXhw8fsmfPnlSr1XRycuKsWbOYn5/Pjh070szMjJs2bWJeXh67dOlCpVLJtm3b6q2jNP0FBwfT399fpp+ffvqJAKQoMzExMWzXrh2tra2pUqlYv359fvHFFyXqePbs2ZLeHj16xGfPnnHSpEmsXr06TUxMWLNmTX722WcsKCgotozyhGLUkp+fTysrKykiGfm/KCSF9VNWfemjtChYZ86cIQDu37+fXbp0obm5Oe3s7Dht2jRZ+/fu3ct69erR0tKSHh4e3L59O/38/KQwjyVFwSKfh5xs2LAhTU1NWbduXUZERNDf37/EMNx79+6lra0tLS0tuX//fikCT+HoaxkZGQTADRs2SGmxsbFs3749LSwsqNFo2KJFC1nkLH39KiAgQAq5raV27dqcOnVqsfJt3ryZbm5uNDc3Z6tWrRgfH899+/ZRo9FIEbXWr19PT09PSRY/Pz/ZONRF268K/6nVavr7+3P9+vVF+qQhfTcrK4vjxo1jtWrVaGFhwebNm/Pw4cPScd1+9uDBAzo5ObFXr14kS7ef2ghMkZGRxbZLS0l2hSy9jxvSB27evEkPDw8qlUrOnDmTpOF2tXAUrNJsD/k8LHLjxo2pVCppb2/Pnj178tKlS9JxffPevXv3OGDAANrb21OpVNLV1ZWjR49mWlpasXorTf7iroG3tzeHDh0q/S7PONQXBask/evOLYbMv6X1UV1boA9du27INTRENl0q2vYXR0lheHUpzQ7k5uZy2rRpdHNzk/XVixcvSmXo6i8zM5MDBgygpaUl7ezsOH78eG7YsIEApND6+nRMlm6DSfL69escPXo069SpQwsLC6pUKrq7u3Pq1KlFxkJOTg4XLFjABg0aUKlUEgCdnJw4fPhw3rx5U5ZXnw3V/hWOjvdvQEH+hbesBZWGnZ0dJkyYgBkzZlRouSTh5+cHb29vLFu27C+Xl5CQgNdffx1Hjx4tdv/p0qVLMWHChAr9kJ6g4ti3bx969uyJGzduVMj7GwKBQPCq8M0332Dy5Mklfljx38rfyfbn5uYiLS0N9vb2UtqcOXOwePFipKamvjS57ty5AxcXF4SGhuKTTz55aXL8HXhlXkIXVC5ZWVm4du0aFi9ejEuXLhn0xVnBP5vbt2/jzJkzGDFiBMaNG/fKT0ACgUBQFpKSknDo0CFh23T4O9r+efPmYeHChQgLC4O3tzfi4+OxePFig0IHv0icnJwQHByMzz77DI6OjvD19UWNGjUM3hL8b0I4IP9SLly4AF9fX9SvXx8//fRTub95IPjnMHLkSBw9ehRBQUH49NNPX7Y4AoFAUKF07NgRGRkZ+OKLL162KK8Uf0fbP23aNGRnZ+PDDz/EvXv3UKNGDQwfPlz6/sjLZOnSpTAyMsJHH32EZ8+eYefOneIldD2ILVgCgUAgEAgEAoGg0nhlomAJBAKBQCAQCASCfz7CAREIBAKBQCAQCASVhnBABAKBQCAQCAQCQaUhHBCBQCAQCAQCgUBQaQgHRCAQCAQCgUAgEFQawgERCAQCgUAgEAgElcYr64CEhISgUaNGL7yePn36/K3iM0dEREChUODBgwcvtJ6lS5fCxOR/n4mxs7PD3LlzX2idAkFFo9uPBRVPeXRcmj1JSEiAQqHAsWPH/qp4AoFAIHgFeWUdkPIQGBiI77///mWL8cqxbNmyMn8dtG3btli+fPkLkkggqBz+Lf34woULcHNzeyl1/1t0LBAIBIKK4x+1NHj69Gl069btZYvxynH69Okyn9OwYUM0bNjwBUgjEFQe/5Z+XJ4xXlH8W3QsEAgEgorjlXgC8scff6Br164wNzeHo6MjZs2aVSTP/fv3MXjwYDg7O8Pc3Bz16tXD4sWLpeMKhQLJyckYMmQIbGxsAAD5+fmYOXMm6tSpA3Nzc9SoUQNjxozBkydPZGUrFAqEhYWhZs2aUKlUaNasGc6cOWNw3QBw9OhRtG7dGjY2NrCyskLLli1x5MgR6XheXh5mzZoFDw8PqYwVK1aUqJe8vDyEhISgSpUq0Gg0GDBgAB4/flwk35YtW9CsWTOo1Wo4Ojrigw8+QFZWFgCgTZs2WLt2LdatWweFQoG4uDgAwObNm9G0aVNYWVnBzs4OPXr0wLVr16QyS9pWkZubiw8//BCurq5QqVRwcXHBxIkTkZOTU2xbKkKHuhh6fQtz4sQJKBQKmJiYwMbGBl27dsXJkyeL5Fu0aBEUCgX2798vpf32228wMTGBiYkJjI2NpXJMTEwwadIkmX7s7OzQvHnzIuWqVCqYmZlJfX3QoEH4888/ZXlOnz4NhUKBjz76SJZeUFCAadOm4bXXXoOdnR3q1q2LVatWScfffPNNGBsbSzJp/27fvl2sPrTcvXsXCoUCv//+u5S2c+dO1KhRQ6Y3lUoFlUqFatWqoX///rh//76UX6FQ4MSJE6XWpSU1NRWDBw+Gq6srLCws0Lx5cxw+fFg6funSJSgUChw6dAj/+c9/YGdnh2rVqmHs2LHIz89HZGSk3jpPnjwJhUKBAwcOFOnH9vb2+Prrr9G1a1eoVCppPB0/fhytW7eGhYUF1Go12rVrh1OnTknnBQUFoW/fvli7di3c3d1hZWUFb29vWd3aPEuWLIGbmxssLCzQrVs3PHz4EB9++CGqV68OW1tbjB07FiSl886cOYPOnTvDzs4OGo0GvXr1ws2bN6XjK1asgIODA2JiYuDr6wtra2vUqlULYWFhAIBZs2bhnXfewc2bN6FQKPD1118X0fX06dNhbW1dZIx+/vnnUKlUSE9PN2g8BQYGIigoCDNnzoRarcbPP/9cRMeGjHXguX374IMPYGdnB0tLS7z99tt4+PBhkXxaSrJzAoFAIPibwVeA9u3b08XFhQcPHuTFixc5ZswYOjo6smHDhlKebt26sXbt2oyKimJiYiK/++47Ghsbc8eOHSTJ33//nQC4ZMkSPnz4kCS5cOFCKpVKbtmyhVeuXOGBAwfo7OzM8ePHS+X27t2bzs7ObN++PY8cOcKoqCg2atSINWrU4LNnzwyqOzMzkxqNhu+//z4vXrzICxcucNSoUbSwsOCff/5JkpwwYQItLCy4bt06JiUlccWKFVQqlVyzZk2xepkzZw6VSiXDwsKYlJTE5cuX09XVlQCYmppKkty5cycB8KOPPmJSUhL37t3LGjVqcODAgSTJtLQ0ent7s1+/fkxNTWVeXh5PnjxJhULB6dOn89KlSzx58iTbtm1LT09Pqe4lS5bQ2NhY+m1ra8s5c+ZIcjk4OPCXX37htWvXuGfPHlavXp0ff/xxsW2pCB3qYsj11SU6Olpq1+3btzl79myam5vz/PnzsnxNmjShiYmJpEd9dQcEBOg9tnPnTpqYmBAAk5KSZMfMzMx49OhRkuQff/zBVq1acdiwYbI8EyZMoImJCV1dXVlQUCClh4WF0d3dnXfu3CFJHj9+nGZmZjxx4gRJsnPnztI1Kit37twhAN66dUtK27FjB52dnUnK9UaSd+/eZadOnRgcHCylAWB0dLRB9eXn59Pb25t16tSRxn1ISAhVKpV0LZKSkgiAnp6e/O9//0uS/PXXXwmAW7duZV5eHh0cHDhlyhRZ2ZMnT6aDgwPz8vKK9OPq1auzfv36nDJlCv/73/8yNzeXiYmJVKlU7NevH8+dO8dz586xR48etLKykvQRHBxMJycnvv/++8zMzOTTp0/ZqVMn1q9fXyo7ODiYjo6OnDFjBnNycnj+/HmamJiwTp06XLlyJfPy8hgZGUkA3LdvH0kyJSWFGo2GXbp0YXx8PE+dOsXWrVuzTp06zM7OJkmuXr2aSqWS3bp1461bt1hQUMDQ0FCampry999/55MnTzhu3Di6uLgwNTWVWVlZRfQdHx9PANy7d68svVmzZuzVqxdJw8bTgAED6OHhwe7duzMqKooPHjwoouPSxjr53J64uLhw7NixPHXqFLdu3UqNRsPAwECS5Pnz5wlAGiul2TmBQCAQ/L146Q6I1nFYtmyZlFZQUMB69erJHJCkpCRev35ddm7Tpk05atQokmRWVhYBcO3atdLxO3fuMD4+XnbOxIkTZTcNvXv3plKplN3k/vLLLwTAAwcOGFT3xYsXZZMlSebm5vLw4cN88uQJHz9+TKVSydDQUFkZw4YNY506dYrVTd26daUJWcvw4cNlDkjz5s2L3AiHh4dToVBIN0++vr585513pOOPHz9mbGwsc3NzpbTdu3cTAO/du0eyZAekb9++bN++vazOS5cuMTExsdi2/FUd6sOQ66uL7o00SXbv3p1DhgyRfl+4cIEAOG3aNKrVar31l+SA9KDf4ZsAACAASURBVOnTh71796a7uztnz54tO1bYASHJ+fPny8rJy8ujo6Mjp06dSiMjI0ZFRUnHpkyZwj59+sjKO3PmDB8/fkyych0Qkly5cqXMaS2LA7J//34C4KFDh6S0/Px8uru7Sw6Z1gGZO3eu7NxatWpx8uTJJMlRo0axbt26RY6HhISQLNqPnZ2d6e3tLcs/YcIE2tnZMScnR0rLyMigSqWS6g4ODqZGo+HTp0+lPOvXrycAqX8EBwfT1tZWVo6Xl5fMjpGkvb09582bR5L86KOPaG1tzUePHknHU1JSaGRkxPDwcJLPHRAAPHbsmCwPAO7Zs4ckOXXqVL722mssifr163P48OHS75s3bxIAIyIiSBo2noKDg2lqaiot8pBFdVzaWCef25NmzZrJ8nz88cc0NTXlkydPijgghtg5gUAgEPx9eOlbsC5dugQA8PHxkdIUCoXsNwCo1Wp888038PT0RPXq1eHo6Ijz588X2b5SGDs7O+zbtw/NmzeHi4sLHB0dsWrVqiLnNGrUCFWqVJF++/n5AQAuX75sUN316tWDu7s7goODMX/+fJw5cwbGxsYICAiAhYUF4uLikJOTg06dOsnqbdOmDa5evYrMzMwisufk5ODq1atF9ODr6yv9X1BQgNjYWL3lksS5c+f06kWj0SA5ORldu3ZFrVq14OjoiHfeeQcAStSnlrfeegsHDx5Ev379EBERgUePHsHDwwP16tUr9py/qkN9GHp9DWlPbGys9HvDhg1o0KABpk+fDpLYvXu3wWWlp6fj559/RlBQEAYMGIBNmzYVm/fWrVv44Ycf0KdPHynt119/RWpqKsaPH4+AgADZ+V27dsXu3bsxbtw4HD9+HHl5efDy8oJGoylTeyuCO3fuYNOmTWjTpk25zo+JiYGZmRkCAgKkNCMjI7Rq1UraJqilcePGst9VqlTBo0ePADzf9pSUlIQLFy4AAM6ePYvr169jwIABxdatHd9aTp8+DW9vb5iamkpparUa7u7uMlm0W5MKywFAkgUAatasKStHo9HAw8NDVp9Go5G2fsXExMDHx0faNgoALi4uqFWrVol60Fd3aQQFBWHXrl0oKCgAAPz444/QaDTSe3OGjid3d3dUrVq12HoMtdWtWrWS/fbz80Nubq5sKyhQfjsnEAgEgleXl+6AZGRkAIBsYgeeT2JacnNz0blzZ0RGRmLRokU4efIk4uLi4OXlVWLZY8eOxZw5cxASEoIjR44gLi4Ow4cPL5LP2tpa9tvS0hIA8OTJE4PqNjY2xtGjR9G3b1+sXr0a3t7ecHNzw4YNGwA8vykFnkeL0e6hV6lUGDJkCIDn++91efLkCUiWqJenT58iLy8PoaGhsnJr164N4PlNoj62bt2KwMBA+Pr6Yt++fYiLi5O9S1AaAwcOxK5du/Do0SMMGjQIDg4O6NOnj+x9gMJUhA71Yej1LQ0rKyupH5LE5s2bERwcDAsLC7z11lvYuHGjwWVt27YNSqUSb731FoKCgpCYmFjkBeEuXbrA2toarq6ucHR0lN0sh4eHo127dnByckJQUBC2bdsm7dsPCAjAsWPHkJmZicDAQDg4OGD69OnIz8+Xzp89e7asL3Tt2rXM+iiO/Px82NjYQK1Wo379+mjRogUWLFhQrrLS09Px7NkzmJuby+Rdu3ZtkX6rOwYASO9QtGrVCk5OTti+fTuA52Gq3dzcijgZhdEd7+np6XqduML9ojg5CssCAGZmZkWOq1SqYs9JT0/HwYMHZTpQqVS4du1amfRgCEFBQbh//z6OHz8O4LmuevXqJclXXntZmLLY6pLsbmHKa+cEAoFA8Ory0qNgaScd3Zer09LSpP9jYmIQHx+PI0eOyFbNUlNTUbNmTb3l5ufnIywsDDNmzMDAgQOldH0vcetOeNonEmq12uC67e3tsXDhQixcuBAXL17EokWLMHjwYDRo0ECaaMPDw/H6668Xqd/FxaVImnbVvyS9WFhYwNTUFOPHj8fQoUOLlFGtWrUiaQCwevVqtGvXDnPmzJHSyvoyZ48ePdCjRw88efIEe/bswYQJEzBs2DC9TwsqQofe3t6yMstyfUvj7t270orykSNHkJKSIjkF/fr1Q2BgIB4+fAhbW9tSywoPD5du6tzd3dGkSRNs3LhRJv++ffvQsmVLZGVlYc2aNfDy8kJCQgKMjY2xc+dOLF26FMDzb9SEhIRg//796NGjBwCgWbNmaNasGQDg8OHD6NevH6pVq4Zx48YBAEJDQzFjxowy60ChUACQ39AWFBRI6cBzJzEtLQ2nT59GQEAARowYofeG2xCsra2hUqlw9uzZIseMjY0NLsfIyAiBgYHYsWMHPvnkE/z444/o379/mWXRLhIUJj09HdWrVy9TWWXF2toaLVu21LsAYGVlVaF1eXh4oHHjxtixYwdq166N6OhohIaGAqi48VQWW12S3S1Mee2cQCAQCF5dXvoTEHd3dwCQbTfIzc2VRcPJzs4GANkNYHR0NJKTk4usAGp/5+fnIy8vT3ZORkYGdu/eXeSchIQE2USrjX7TsGFDg+pOTk7Grl27pOMNGjTAypUrYWxsjISEBHh6esLMzAz379+Hh4eH9Gdrawt7e3u9N3FmZmZwc3Mrsg0jMjJS+t/IyAje3t64ceOGrNxatWpBqVTKtpUVbnN2dnaRm2ntKr8hK6q7du3CjRs3ADx3IPv27Yvhw4fj/PnzevNXhA51Kcv1LY0DBw5IK+bh4eEwMjJCkyZNYGNjg8GDByMvLw/btm0rtZzff/8dR44cwbZt22BjYwMbGxtcvnwZW7dulba9FMbc3Bxjx45FamoqYmJisGPHDjx58gTjxo2DjY2NtMKr3Ya1du1a2faUNm3aoHv37oiPjy9Te/WhvekrvKXn/v37sj6kxdvbG3379pWcnvLg4+OD7Oxs5Ofny/quNvpSWQgKCsLZs2dx8OBBJCYmlrj9Sh9vvPEGYmNjZRGi0tLScPnyZcnZe1H4+PggKSkJtWvXlunByMgITk5OZSrLkH4fFBSEPXv2YPfu3XBwcED79u0BVNx4Kout1v3I4KlTp2BmZib1ey1lsXMCgUAg+Hvw0h2Q1157DX5+fpg3bx4OHDiAuLg4jBgxAkqlUsrj6ekJlUqFxYsX486dOzhw4ABCQkLQqVMnJCYm4v79+1CpVDA3N0dUVBTi4uKgUCjQpEkTrFu3DtevX0d8fDy6d++Orl274s8//0RiYiLy8vIAPN+TPXToUFy8eBHnz5/HtGnT4ObmhpYtWxpUd0pKCnr37o1FixYhMTERV65cwdy5c2FkZAQ/Pz9oNBqMGDECoaGh2Lp1K5KTk3H48GF07NhRevdCH/3798euXbuwevVqJCQkYNGiRUVWjCdPnozt27dj/vz5uHLlCuLi4jBo0CD4+/tL20eqVKmCs2fPIi4uDg8fPoSvry8iIyMRExODmzdvYtSoUdJKb2xsbKlPQ77++msEBQXhyJEjUlt++OEH2X7+wlSEDnVRKpUGX9/iePjwIRYsWICjR49i/PjxePbsGSIiIvDtt98iLS0NaWlpePz4MUaOHGnQNqyNGzfC1dUV6enp0vnXrl1DamoqDh06VCT/s2fPsGLFChQUFKBu3boIDw/HwIED8fjxY+n8jRs3Yvfu3cjIyMD+/fsxatQoaatbUlISIiMj4e/vX6pspWFpaYlmzZph1apVyMrKwu3bt/Hdd9+he/fuevPPmzcPUVFRZXo/pjAdOnSAl5cXBg4ciKioKNy4cQObN2+Gl5cXli1bVqay/Pz84OrqikmTJuH1119Ho0aNynT+6NGj8fTpUwwdOhRXrlzB+fPnMWDAAGg0mhLHZ0UwcuRIZGZm4t1330VcXBySkpIwd+5cNGzYUG946OKoUqUK7t69i6NHj8pC+OoSFBSEK1euYOXKlejbt6/0tKkixhNg2FjXkpycjLlz5+L69euIjIzEypUr0adPH71bzQyxcydOnEDz5s0rxCEXCAQCwQumUl95L4bk5GS2b9+eZmZmdHBw4MyZMzl9+nRZ9JXNmzfTzc2N5ubmbNWqFePj47lv3z5qNBopyszs2bNpYWFBW1tbPnr0iHFxcfT29qZKpaKHhwcjIiJ469Yt1qpVi1ZWVkxOTmaPHj3Yq1cvrly5kq6urlQqlfT19ZVFgzGk7vXr19PT05MWFhbUaDT08/Pjzz//LJWRm5vLTz75hK6urjQ1NaWLiwvHjBkjRTDSR3Z2NocNG0aNRkO1Ws2goCBGRETIolWR5KZNm9i4cWMqlUra29uzZ8+evHTpknR87969tLW1paWlJffv38+HDx+yZ8+eVKvVdHJy4qxZs5ifn8+OHTvSzMyMmzZtKjEK1r179zhgwADa29tTqVTS1dWVo0ePZlpaWrFtqQgd6mLI9dUlOjqaAGhsbEyVSsVWrVpJkZt+/PFHVq1aVRbpiHwe4cvIyIg3btyQ0vRFwXr99de5YMGCInX269dPirJlZmZGpVJJMzMzqtVq+vn5MTIykvfu3aOJiQljYmJk5+bm5rJGjRpct24d09PTOXz4cDo5ObFKlSqsV68e582bJ4Xq7dy5M42MjGhsbCz7W7duXbE6LExCQgIDAgKoVqvp4ODAoUOHMiMjQ9KbbhSsBQsW0M3NTYoCpdVr4b9PP/202Pru3bvHQYMG0dbWliqVivXr1+eXX34pHddGwYqMjJSd5+3tzaFDh8rSJk2aRABSdCkt+qJgTZ8+vYgsx44do7+/P1UqFdVqNd98800mJCRIx4ODg+nv7y8756effpJFDtOXJyAgQBaqmCRr167NqVOnSr9jY2PZvn17qd+3aNFCFi5XGwWrcNS6jIwMAuCGDRtIPo9o5eHhQaVSyZkzZxZpX2G8vb31RiwzZDzpa6Oujg0Z6xqNhosWLWJISAirVq1KCwsL9unTR4oGphsFiyzdzu3bt6/IOQKBQCB4NVGQZdyvIhAIBAKBQCAQCATl5KW/hC4QCF4seXl5GDlyZLHHnZ2dMXv27EqUSCAQCAQCwb8Z8QREIBAIBAKBQCAQVBov/SV0gUAgEAgEAoFA8O9BOCACgUAgEAgEAoGg0hAOiEAgEAgEAoFAIKg0hAMiEAgEAoFAIBAIKg3hgAgEAoFAIBAIBIJKQzggAoFAIBAIBAKBoNIQDohAIBAIBAKBQCCoNIQDIhAIBAKBQCAQCCoN4YAIBAKBQCAQCASCSkM4IAKBQCAQCAQCgaDSEA6IQCAQCAQCgUAgqDSEAyIQCAQCgUAgEAgqDeGACAQCgUAgEAgEgkpDOCACgUAgEAgEAoGg0hAOiEAgEAgEAoFAIKg0hAMiEAgEAoFAIBAIKg3hgAgEAoFAIBAIBIJKQzggAoFAIBAIBAKBoNIQDohAIBAIBAKBQCCoNIQDIhAIBAKBQCAQCCoN4YAIBAKBQCAQCASCSkM4IAKBQCAQCAQCgaDSEA6IQCAQCAQCgUAgqDReCQdkxowZUKlUL1sMGSEhIWjUqNHLFuNvQY0aNTBjxoyXLcbfjj59+qBDhw4vW4x/JEuXLoWJicnLFqNCeRXtZGEePHgAhUKBiIiIv1ROREQEFAoFHjx4UEGSFc+CBQtgb2+PqlWrAgDs7Owwd+7cF16vQCD45zFw4EC0bNnyZYvxt+GVcED+bTg4OODGjRuvTDmFCQwMxPfff1/p9f7dWbZsGd59990ynfP+++9jwoQJL0giwYvAkPEhePFUxHXIycnBjBkz8J///AeHDx8GACxatAhdu3atCBFfaf7J/bg8tvhFIebKfzYvahy9Sn34RSIckEomJSUFqampr0w5upw+ffql1Pt3pzS96aNjx47o3r37C5BG8KIoz3UWVDwVcR0yMjKQl5eHzp07o3HjxgCAd955B02bNv3LZb/q/JP78avSNjFX/vN5UX3tVenDLxy+AkyfPp1mZmbS7+XLl9Pe3p4nTpygj48PNRoNa9asye+++67Ecm7dusW+ffuySpUqVCqVbNSoETds2CAdT0hIIADu3r2bDRo0YLNmzUiSt2/fZpcuXahSqVitWjWGhoZyzJgxbNiwoXRubm4uQ0ND6e7uTpVKxbp163L58uWlll2YQ4cOEYD017NnT5JkdnY2P/zwQ9aoUYOmpqZ0dXXltGnTmJubq7edxZVz//59Dho0iC4uLjQ3N6evry8PHTokO3f16tVs2LAhzc3NaWtry169evHWrVskKSvT2tra4HqdnZ05c+ZMzp49m9WqVaOZmRm7dOnCe/fuSeca0saSZDO0ffr4/vvv2aBBA6pUKtavX59hYWGy42vWrGH9+vWpVCpZtWpVDhgwgHfv3pWOOzg48JtvvuGkSZPo7OxMjUbD7t27886dOyTJgIAAmV7Onj1Lkty0aRO9vLyoVqtpa2vLt956i1evXpXK7d27N9u3b29wPYbooLh+eOTIEbZq1YrW1tZUq9X09/dnVFRUiXo7duwYW7VqRXNzc1paWrJt27Y8efKkdLxv374MDAxkWFgY69WrR7VazaZNmzI6OrrYMi9evEgA/OWXX9iuXTtqNBq6uLhw48aNjImJYbNmzWhlZUVPT0+prpYtW7Jjx45FyvrPf/7D5s2b661nyZIlNDY2ln7fu3ePgwYNYvXq1aXx+80338jO0Wg0nD9/Pt99913a29vT3NycPXv2ZGpqKsnix0dp/adHjx7s1asXFy5cSBcXF6pUKnp7e/PUqVMlqb8IunZSF61uf/vtN/bs2ZO2trZ0cHBgSEgI8/LypHyGjCND8qxcuVJqT4sWLXj48GEC4LZt26Q8p0+fZqdOnWhra0srKyu+/fbbvHHjhnQ8NzeXY8aMoY2NDa2srNi/f3+uWbOGACS961Le61CYyMhIWTlavdra2nLOnDlSvlWrVtHV1ZUqlYpt2rThpUuXCIBbt24lSS5cuJCWlpaysm/dukUA/Omnn0iSffr0Yd++ffnJJ5/Q0tJSSi9NN/oozY6eOnWKAIr0rdq1a3PSpEkl6k+XU6dOsUOHDrS1taWlpSWbNWvGyMjIYvM7OTnx//7v/6Tfd+7cIQD27dtXls/R0ZGff/45yZJt5K+//koAPH78uOz8uLg4AuD+/fuLyFCcLS5L39DyV+aj4uZKfZQ2T+gSHR1NADQ2Nqa1tTW7dOnCmJiYIvm++OILAuC+ffuktLy8PBobG0t/2nKMjY3p7e0tO7979+40MzPjo0ePZOlmZmZUKpXS/dLAgQP58OFDWZ7Y2FgC4NSpU2Xp+fn5/Pjjj+nq6kpbW1vWqVOHK1eulI7PmzePCoVCJqOxsTE3btxYrD60aPtb4Wu0Y8cOOjs7y/RmZmZGMzMzOjg4sF+/frL7FAAlzl+F0TeOgoODGRAQwO3bt7NevXrSfWjh8ZiXl8dPPvmEtWvXpkqlorOzM0ePHs3MzEySxffhfyKvpAOyevVqKpVKduvWjbdu3WJBQQFDQ0NpamrK33//XW8Zz549o4eHBz09PRkVFcUrV64wNDSUALhr1y6S5JUrVwiATZs2ZVhYGOPj40mS7du3p4uLCw8ePMiLFy9yzJgxdHR0lDkgEyZMoIWFBdetW8ekpCSuWLGCSqWSa9asKbHswuTk5HDr1q0EwDNnzjA9PZ0k+d5777Fq1arcsmULr169yvDwcFpZWfGDDz7Q21Z95eTn59Pb25t16tSR2hESEkKVSsXz58+TfH4TqlAo+O233/Lq1auMiYlh69at6efnR5L8/fffCYBLliwpYlBKkt/Z2Znu7u4MCQlhbGwsf/zxR1pbW3PkyJHSuaW1sTTZDGmfPiIiImhsbMzPP/+csbGx/PLLL6lQKKSbpPXr11OhUPCzzz5jYmIiDx8+TA8PD3p7e7OgoEBqn7OzM8PCwpibm8tbt27RycmJo0aNIkmmpaXR29ub/fr1Y2pqKvPy8njy5EkqFApOnz6dly5d4smTJ9m2bVt6enpKsuk6IKXVY4gO9PXDzMxMajQavv/++7x48SIvXLjAUaNG0cLCgn/++adevSUmJlKlUrFfv348d+4cz507xx49etDKykoy8MHBwXRycuL777/PzMxMPn36lJ06dWL9+vWLvR5JSUkEQB8fH166dIl5eXkcMGAArays2KlTJ96+fZvZ2dls164dfX19ST53II2MjHj79m2pnMzMTJqbm8smr8LoOiDdunVj7dq1GRUVxcTERH733Xc0Njbmjh07pDy2trasWrUqv//+e+bn5/Py5ct0cXFhcHAwSf3jw5D+07t3b9rY2HDkyJHMysrio0eP2LlzZ7q6ujI/P79YXelSmgOi1a2npyf/+9//kvzfTZz2htmQPmSoLQHAiRMnMjExkXv37qW3t7fMAUlJSaFGo2GXLl0YHx/PU6dOsXXr1qxTpw6zs7NJknPmzKFSqWRYWBiTkpK4fPlyurq6luiAlPc6FCYnJ4eJiYkEwLCwMD548ICk3AE5efIkAXDs2LG8dOkS169fzyZNmsjaaIgDMmDAAHp4eLB79+6MiorigwcPDNKNPkqzo4Y4IKXZeZLMysqira0tu3fvzrNnz/LChQscN24cLS0ti52DBw4cyM6dO0u/t2zZQhcXFzo5OUlpWp2fPXu2VBtZUFDAWrVqyeYRkpwxYwadnZ31jh19trisfYP86/NRcXOlLobME7pER0dLtu327ducPXs2zc3Ni8yDTZo0oYmJCQcOHKi3HG1f0ceDBw9oampKExMT6R5Hi5mZGY8ePUqS/OOPP9iqVSsOGzZMlmfChAk0MTGhq6urTMdhYWF0d3eXFtWOHz9OMzMznjhxguRzB6TwnFgWDHFACs8Jd+/eZadOnST7TpbNAdE3joKDg1mzZk126tSJR48e5dGjR9m4cWPZnLhw4UIqlUpu2bKFV65c4YEDB+js7Mzx48eT1N+H/6m8sg4IAB47dkxKS0lJIQDu2bNHbxk7d+7U6y36+/uzQ4cOJP83QWsNMfm/TrRs2TIpraCggPXq1ZMckMePH1OpVDI0NFRW9rBhw1inTp1iy9bHvn37CIDJyckknw90ExMTfvXVV0V0YmlpyWfPnhlUzv79+wlAtkqZn59Pd3d3yTgsX76c5ubmzMnJkfLcvXtXWj3JysoiAK5du9Zg+cnnN84+Pj6yfAMHDqSXl5fBbSxNNkPap48WLVqwd+/esrQpU6bw66+/JvncSOuuTmlXR7X9z9nZWepDWt577z3ZUy5fX1++88470u/Hjx8zNjZW9oRn9+7dBCCtuOhzQEqqxxAd6OuH2pVx7aRBPl95Pnz4MJ88eaJXbxMmTKCdnZ3semRkZFClUnHu3LkknxtbjUbDp0+fSnnWr19PAMWWq5Vv0aJFUtquXbuKrJwvW7aMKpWKJPn06VNaW1tz4cKF0vEtW7ZQpVIxLS1Nbz26DkhSUhKvX78uy9O0aVPJuSOf33zqTn6ffvopVSoVMzMz9Y4PQ/pP7969qVarmZWVJeU5fvw4AfDgwYN65deHoQ6I9vpoqVWrFidPnkzSsD5kSJ7hw4fT0dFRNjlu3LhRdh0/+ugjWltby1ZQU1JSaGRkxPDwcJJk3bp1GRgYKJN3+PDhJTog5b0OuqSmphbpd4UdkDFjxrBatWqyNs6ZM6fMDkhwcDBNTU1lN/uG6EYXQ+yoIQ6IIXY+JyeH8fHxkmNGkunp6TJnVpfvv/+eGo1GcgxGjhzJqVOnUq1WSyv6q1evpr29PQsKCgyykXPnzmWVKlVk82D9+vX58ccfFyu7ri0uT9+oiPlI31ypiyE60EX3Rpp8/rRiyJAh0u8LFy4QAKdNm0a1Wq3XHpfkgCxdupT29vYcNmwY27ZtKztW2AEhyfnz5zMgIED6nZeXR0dHR06dOpVGRkayJ+1Tpkxhnz59ZOWdOXOGjx8/Jlm5Dgj5/CluYWevLA6IvnEUHBxMc3Nz2bjRPtHVtvHOnTtFFqgnTpwoc1J0+/A/lVf6HRDtvlwAqFKlCgDg0aNHevOePn0a5ubm8PT0lKW/8cYbiIuLk6X5+flJ/1+6dAkA4OPjI6UpFArZ77i4OOTk5KBTp06yctq0aYOrV68iMzNTb9mGcO7cOeTl5aF58+ZF5H7y5AmSkpIMKicmJgZmZmYICAiQ0oyMjNCqVSup/e3atYNCoUDr1q2xevVq3LhxA9WqVZO1tby0aNFC9tvBwQEZGRkADGtjabIZ0j59nD59Gs2aNZOlLViwAOPHj0dubi7i4+P1ygVAVm7hvgg874/F9UUA0Gg0SE5ORteuXVGrVi04OjrinXfeAQD8+eefxZ5XUj1l0UHhflivXj24u7sjODgY8+fPx5kzZ2BsbIyAgABYWFjoleP06dPw9vaGqamplKZWq+Hu7i6rq06dOjA3N5fJCxQ/TrW4u7tL/2s0GgCAh4eHLC07OxvPnj2Dubk5+vfvjw0bNkjHIyIi8Pbbb8Pa2rrEegrL/s0338DT0xPVq1eHo6Mjzp8/X+Ra6O7/b9iwIbKzs3H79u0iZZal/9SvX18Wwaphw4YAgKtXrxokf1n4q33IkDwXL16Et7c3jI2NpTy+vr6yemNiYuDj4wMbGxspzcXFBbVq1ZJs6tWrV4vYH91ySqMs16EsXL58GX5+frI2vv322+Uqy93dXYq0BZSuG31U1FxhCKampsjJyUFISAjq168PJycn1K1bF0Dx9qt9+/ZIT0/H+fPnAQBRUVFo3bo1fHx8cPToUQDAkSNH0KFDBygUCoNs5JAhQ5Ceno49e/YAAC5cuIBLly4Z/IJuefvGi5qPdCnvPKHLW2+9hdjYWOn3hg0b0KBBA0yfPh0ksXv3boPLAoDw8HAEBgZi0KBBiIqK0mv/AODWrVv44Ycf0KdPHynt119/RWpqKsaPH4+AgABs2rRJOta1a1fs3r0b48aNw/Hjx5GXlwcvLy9pDqhM7ty5g02bNqFNmzYVWq67lwG6FQAAIABJREFUuztsbW2l3w4ODgAg3Q/Z2dlh3759aN68OVxcXODo6IhVq1aV6Xr/U3ilHZDCNzZaSOrNm56eDrVaDYVCIUu3srKSLryWwjct2mO6danValnZANC2bVuoVCrpb8iQIQCAu3fv6i3bELRl6w5AKysrmXyGlKO9WSss49q1a3Hnzh0AzwdGdHQ0ateujY8++gg1a9ZE8+bNcfLkyTLJrA9LS0vZb4VCIV0rQ9pYmmyGtE+Xp0+f4tmzZ0Vk0/LkyRMUFBQYpPuy9EUA2Lp1KwIDA+Hr64t9+/YhLi4Oq1atKja/IfWURQeF+6GxsTGOHj2Kvn37YvXq1fD29oabm5vshl6X9PR0vZOC7njSJ29hmYvDzMysSJq+ELPacoYNG4b4+HicO3cOWVlZ2LdvnzT+SiM3NxedO3dGZGQkFi1ahJMnTyIuLg5eXl5F8hYe98D/+nVaWlqRvGXpP2Up96/yV/uQIXkyMjJKtJnacg4ePCgrQ6VS4dq1a7hz5w6ePHkCkqWWUxpluQ5l4eHDh1IZWgrfWJQF3XmhNN3oo6LmCkPQLgplZ2cjPDwcZ86cKfXF2Bo1asDd3R3Hjh3D/fv3ceXKFfj7+8Pf31/mgHTs2BGAYTayevXq6NKlC9avXw/g+cJDixYtUK9ePYPaUd6+8SLmI32Ud57QpbBdJonNmzcjODgYFhYWeOutt7Bx40aDy7p27RpOnDiB4OBgtGzZEk5OTtiyZYssT5cuXWBtbQ1XV1c4OjpiwIAB0rHw8HC0a9cOTk5OCAoKwrZt25CTkwMACAgIwLFjx5CZmYnAwEA4ODhg+vTpyM/Pl84/dOiQTKdltQclkZ+fDxsbG6jVatSvXx8tWrTAggULKqx8QP+9EPA/Gzx27FjMmTMHISEhOHLkCOLi4jB8+PAKleHvwj8mUL61tTUyMjJAUuaEpKenl+gUaDvL48ePZemFbwy054eHh+P1118vUoaLiwtu3bpVbrm1chZG+9tQh8ba2hoqlQpnz54tcqzwCl7jxo0RHh6O/Px8HDt2DNOnT0e3bt3w+++/l0t+Q2UDSm9jSbIZ2r7CWFhYwMLCoki9WiwtLWFsbPyXda+P1atXo127dpgzZ46UlpWVVe7ytPKUVQda7O3tsXDhQixcuBAXL17EokWLMHjwYDRo0ADe3t5669Knt/T0dFSvXr38jSgn3t7e8PLywg8//ICmTZuiatWqaN++vUHnxsTEID4+HkeOHEGrVq2k9NTUVNSsWVOWV/eGRKsD7ZOdwpSl/5Sl3BeJIX3IkDyWlpYl2kxtOS1bttR7Q2VlZSU9fSutnNJ4UeNYpVLh6dOnsjTdVUrdBS/AsHFemm6KOwco2Y7qylsWmQqzdetW5OXlYfPmzdLCQEpKSqnntW/fHsePH4eDgwNef/11qZ1jx47FrVu3cPPmTenbR4bayGHDhiEoKAgZGRmIiIjAuHHjDG7HX+kbFT0f6aOi5om7d+9KtuTIkSNISUmRnIJ+/fohMDAQDx8+NMiBDg8PR82aNaVdDYGBgdi4cSMmTZok5dm3bx9atmyJrKwsrFmzBl5eXkhISICxsTF27tyJpUuXAnj+rauQkBDs378fPXr0AAA0a9ZM2pVw+PBh9OvXD9WqVZOua9u2bfHrr7+WWQe6N/oAUFBQIBujxsbGSEtLw+nTpxEQEIARI0boXQx7UeTn5yMsLAwzZszAwIEDpXRdG/hv4ZV+AlIW3njjDWRnZ+PMmTOy9Ojo6CJbcAqj3QpS+LFpbm6uFBceADw9PWFmZob79+/Dw8ND+rO1tYW9vX25OrB2kHh6esLExATHjx8vIre1tbX02Lu0cnx8fJCdnY38/HyZjObm5qhRowaA5zdi0dHRACBtwZkzZw4ePHgge4pT2uq1oXm0GNLG0mQzpH368PLyQlRUlCxtwoQJGD9+PExNTeHp6alXLgAl9ht9FNZJdnZ2EWOvXYUqi+4KU14dJCcnY9euXdLvBg0aYOXKlTA2NkZCQoLec9544w3ExsZKK1fA8xvDy5cvl1kvFcXQoUPxww8/YOvWrRg8eDCMjAwzX9nZ2QDkq9fR0dFITk4uci10+0psbCwsLS3h4uIipWnPKUv/SUhIkN28ardLFN52VhkY0ocMyePu7o74+HgUFBRIZUdGRhapKykpCbVr15aVY2RkBCcnJ5iZmcHNza3IlhXdcoqjPNehLNStWxenTp2S9ZEdO3bI8mg0Gjx9+hS5ublS2rlz50otuzTd6MMQO6pd6S/sxN2/f1/vqnxJdig7OxuWlpayp5Lh4eGlntehQwccP35c2n4FPN8Oeu3aNWzduhUeHh7SWDLURnbr1g1Vq1bF/Pnzce3aNQQFBRVbv27byts3KnI+Kk3PFTFPHDhwQNp2Gx4eDiMjIzRp0gQ2NjYYPHgw8vLysG3bNoPK2rhxI/744w/Y2NjAxsYGa9aswdmzZ3H58uUiec3NzTF27FikpqYiJiYGO3bswJMnTzBu3DjY2Nigdu3aACBtw1q7di2uXbsmnd+mTRt0794d8fHxBre1OLRPSgpv/71//77eRR5vb2/07du3TM5scZTlOuXn5yMvL092zTMyMrB79+4i5ZT3PuHvxD/GAenSpQsaNGiA4cOH49SpU7h+/TqmTZuG2NhYTJw4sdjzXnvtNfj5+WHevHk4cOAA4uLiMGLECCiVSimPRqPBiBEjEBoaiq1btyI5ORmHDx9Gx44dpf2ahqIdDHv27MHFixdRtWpVvPfee5g3bx527dqFlJQUrF+/HsuWLcOECROK/ZqzbjkdOnSAl5cXBg4ciKioKNy4cQObN2+Gl5cXli1bBgDYv38/evbsiR9//BHXr19HXFwcFi9eDDc3N7i6ukKlUsHc3BxRUVGIi4uTTarF1WsIhrSxNNkMaZ8+PvjgAxw4cAChoaGIjY3FkiVLsHTpUmlP8Icffog9e/bgyy+/xM2bN3Ho0CFp76p2n7AhVKlSBWfPnkVcXBwePnwIX19fREZGIiYmBjdv3sSoUaOkJwexsbHlWuUqrw5SUlLQu3dvLFq0CImJibhy5Qrmzp0LIyOjYt9ZGj16NJ4+fYqhQ4fiypUrOH/+PAYMGACNRlPmPl9RBAcH4/bt29i5c2eZPtLk6ekJlUqFxYsX486dOzhw4ABCQkLQqVMnJCYm4v79+1LeP/74A7NmzcL169exZ88eLF++HP369ZO2A+iOD0P7T5UqVTB06FBcvHgRp0+fxpQpU1C3bl3pq7mrVq1C8+bNZVsRXgSG9CFD8vTv3x/37t3DxIkTcf78eWzfvh3r1q2T1TVy5EhkZmbi3XffRVxcHJKSkjB37lw0bNhQ2srSv39/7Nq1C6tXr0ZCQgIWLVqkd1W5MH/lOpSFwMBApKSkYObMmUhOTsbmzZuL7KX39vYGSYSFhQEAEhMTSxyLZdGNLobYUVdXV9jZ2WH9+vXIy8tDWloaxo4dK3v/xBA77+vri9TUVGlL0fLly3Hy5Ek4ODjg3LlzxT5Vbtu2LW7fvo3du3dLTxutrKzQuHFjLF26VNp+pa3DEBtpYmKCd955B59//jl69epV6vsCura4PH2jIuYjQ+bKvzpPPHz4EAsWLMDRo0cxfvx4PHv2DBEREfj222+RlpaGtLQ0PH78GCNHjjRoG1ZMTAyuXr2KhIQE6fyMjAw0aNBA7/nPnj3DihUrUFBQgLp16yI8PBwDBw7E48ePpfM3btyI3bt3IyMjA/v378eoUaMkm5uUlITIyEj4+/uXKltpWFpaolmzZli1ahWysrJw+/ZtfPfdd8V+a2vevHmIiooq8/sxWgwZR7oolUo0adIE69atw/Xr1xEfH4/u3buja9eu+PPPP5GYmIi8vLwiffgfywt/zd0AiouCVTgyREZGBgHIvuuhy61bt9inTx9aW1tTqVSyadOm3Llzp3RcGyVGN5Z5cnIy27dvL8WGnjlzJqdPny6LSpCbm8tPPvmErq6uNDU1pYuLC8eMGSNFNiiubF3y8vLYpUsXKpVKKbrEs2fPOGnSJFavXp0mJiasWbMmP/vss2JDBBZXjvZbB7a2ttI3L7788ktZG6ZNm0Y3NzcqlUra29uzZ8+evHjxopRn9uzZtLCwoK2tbZH438XV6+zszOnTp8vyTZo0ibVr15Z+l9ZGQ2QrrX3FsWLFCtapU4dmZmasV6+e7Pst5PMoFR4eHjQ1NZUifxRuuyHt27t3rxQvf//+/Xz48CF79uxJtVpNJycnzpo1i/n5+ezYsSPNzMy4adMmvVGwSqunNB0U1w/Xr19PT09PWlhYUKPR0M/Pjz///HOJejt27Bj9/f2pUqmoVqv55ptvMiEhQToeHBxMf39/2Tk//fRTkUgkhdEnnzZmflJSkpS2YcMGApBFjiLJrl27slWrViXKTRaNgrV582a6ubnR3NycrVq1Ynx8PPft20eNRiNFu7O1tWVoaCjHjRtHW1tbWlhYMCgoSBblS9/4KK3/9O7dmx06dOC3334r9W8fHx9eu3ZNyjN9+nQCKDEsr6FRsHSvvbe3N4cOHSr9NmQcGZLnq6++YvXq1WlmZkY/Pz+ePXu2SJSk2NhYtm/fXup3LVq04N69e6Xj2dnZHDZsGDUaDdVqNYOCghgREVFiFCCyfNdBl9KiYJHPozA5ODhQrVZLIWlRKMIVSX722Wd0cnKiRqOhv7+/lEcb/l3fODFEN/owZK7Yu3cv69WrR0tLS3p4eHD79u308/OThXUvzc6T5OTJk2lnZ0dra2v279+faWlpDA0NpUql4ujRo4uVsVmzZgQg+87G2LFjZTohaZCN1KINiWxI1DhdW0yWvW9UxHykb67UpSw60FL4OyAqlYqtWrWSIjf9+OOPrFq1qsxmkeSlS5doZGQk+86MvihYY8eOZZcuXYrUuXLlStaqVYvk/74DYmZmRrVaTT8/P0ZGRvLevXs0MTEp8k2S3Nxc1qhRg+vWrWN6ejqHDx9OJycnVqlShfXq1eO8efOk/lvcd0Dee+89vfrTJSEhgQEBAVSr1XRwcODQoUOZkZEh6U03CtaCBQvo5uYmRQnT6rXw36efflpsfbrjyJA5MS4ujt7e3lSpVPTw8GBERARv3brFWrVq0crKisnJyXr78D8RBfkveM4jEAj+9qSmpqJWrVoICwtDYGBghZdvZ2eHCRMmYMaMGRVabp8+fZCWllbqvmZ3d3ckJiZWaN2C8kMS9+7dg6Ojo5R29OhRtG7dGgkJCVIkM8GLZ+rUqdizZ0+xW0YFAsHfj3/MS+gCgeCfyZ9//omkpCR88MEHaNCgAXr37v2yRapw9u7dW+6tQoIXw5EjR9CmTRv83//9H/r164fU1FRMnDgRPj4+aNCgwcsW719BYmKiFL1O9/0bwb+LefPmyd4f0eXrr7+u0IhZghePcEAEAsErzdq1azFt2jS0bt0aYWFhBr98/neia9eu6Nq168sWQ1CIgIAArF+/HgsXLsS8efNQpUoVBAQEYOHChXqjXwkqnjfeeAPW1tb46quv8NZbb71scQQvkY8//vhliyCoYMQWLIFAIBAIBAKBQFBp/POWEgUCgUAgEAgEAsEri3BABAKBQCAQCAQCQaUhHBCBQCAQCAQCgUBQaQgHRCAQCAQCgUAgEFQawgERCAQCgUAgEAgElYZwQAQCgUAgEAgEAkGl8a91QPr06YMOHTqUmCckJASNGjV64bLY2dlh7ty5L7yeiuDq1atQKBSlftW5PNjY2EChUEh/RkZGeO211zBgwADcuHGjwuurbKKiotC9e3c4OTnB1NQUtv/P3nmHRXV8//+9lGWXsisCi9KsCIKKioIIYkHFBFuCsYBRE9FYg7FHYyTR2I1+rIkxtphYY4liwYYCGgQFEUEERYUYsIEggoCc3x/89n73bmEXRDTJvJ5nH7gzZ2bOnCl3zr2zsxYWGDhwIGJjY1Vknz9/joULF8LNzQ0mJiYwNTVF+/btsWzZMpSUlPBkV69eDYFAgPz8fJ11+eqrryASiTTGv8l2/jfwTxqz/3XWrVsHAwP2k1e1xfDhw+Hj41MnZfn4+KBPnz7VTteqVStMmjQJgG7tv3//fggEAjx+/Fin/FNSUiAQCHDp0qVq6/Y2ePz4MQQCAfbv3/+2VdFKcnIyBAIBoqOj37YqjDfMf9YBeZdYuXJltX+ETCaTaV2U6yKjjRs3bqBx48avlUd1CAwMxLlz53Du3DlERETgyy+/xJ9//gkfHx8UFBTUalm1YR9diYyMRK9evVC/fn1s374dsbGx+Pnnn5Gbm4sePXrgxo0bnOzDhw/h6emJpUuXwt/fH7/99ht++eUXdOnSBV9//TV8fX1r3RaM6lGTMcv4d7F+/XqMGjXqbavxxvnoo4+wbdu2Ws+3ruzXvXt3bNiwoVbzlP/itvzvv6EvvCt1sLW1xcaNG9G8efO3rQrjDcMeC70DjBw5slry9+/fx6NHj15bRheuXLny2nlUBzs7O3Tr1o277tmzJ3x8fNC6dWvs3bsXISEhtVJObdlHV9avXw8XFxfs2LGDC2vfvj38/Pzg5eWFqKgouLq6AgAmT56M7Oxs/Pnnn1wYAHzwwQcYNmwYunbtiunTp2PTpk11pj+DT3XHLOPfR13PjW+LK1euICAg4I3kWxe4urry5tHaQNkB+Tf0hXelDubm5hg3btzbVoNRB7z1NyA2NjZYsGABd52TkwOBQIAhQ4bw5Bo2bIjly5cDAGJiYuDr6wtjY2OYmpqiR48eiIuL42RXrFjBTQxysrOzIRAIcPToUbV6PHjwAO+//z7EYjEaNGiAsLAwrboPGDAAgYGBWLFiBRwcHCAWi9GhQwfEx8fz5H7++We4uLjAyMgIFhYWCA4ORm5uLhevuJ1j48aNkMlkiI2NhaenJ6RSKZo2bYotW7YAqHyS3qhRIwBAkyZNMHDgQBW9NMlkZ2djyJAhqF+/PoyMjNC6dWvs3LlTY/3CwsIwcuRI3Lt3DwKBAKtXr+biioqKEBwcDDMzM0ilUnzxxRd49eoVF3/16lX4+/vD0tISEokEH374Ie7du6fVpupo1aoVxGIxMjIyuDBtfaCsrAzTp0+Hg4MDRCIR7O3tMXXqVJSWlmq0z4MHD9C3b18YGxvDxsYGy5cvx1dffQUXFxcAlW+DBAIBjhw5AldXV3h4eAAAysvLERYWBmdnZ4jFYrRo0QIbN27k1aG0tBSlpaUqdTMzM0NycjI34f7111/Yv38/Zs6cqfam2alTJ4wfPx7bt2/H06dPa2TP6qCtnePj49GrVy9YWlrC1NQUHh4e3LatU6dOQSAQ4M8//+TlefnyZQgEAkRERACoWV+xsrLC6tWr8f7770MkEuHZs2fo27cv+vbty5PbuXMnBAIBnj9/DgAYMmQIBg8ejK1bt8LJyQlmZmZwd3fn6WhtbY01a9Zg+vTpsLOzg1QqRb9+/ZCTk8PJVGfMytm0aRMaNWoEsViM7t274+bNmxAIBNi7d6/Gemobs6mpqRAIBDh37hwGDhwIS0tLWFtbY/Lkybx2Usba2hqrV6/G2LFjYWlpCXNzc0yfPh0PHz7EgAEDUL9+fTg4OHBPvufNmwepVIri4mJePv/73/8gFos1bv+rSv+0tDQIBAJERUVx8rt374ZAIOCNH7md4uLidGo/bTx8+BAjRoyAra0tN17XrFnDk5FKpVi6dCk++eQTyGQyGBsbY+DAgdwWnW7dumHr1q3Yvn07BAIBEhMTAWif63W9Z9SErKwsDB48GNbW1hCLxXBxcVF5SKFNP2UEAgEyMzPxySefoF69ely4gYEBDh48CCcnJ65dFeugzcaa7FcTYmJi0LZtWxgZGcHJyQm///47L155C1Z5eTkmTZoEc3NzSCQSBAUF4dmzZ7w02uYAiUSC0aNHw8LCQue66DKvPHr0CCNGjICDgwOMjY3RqVMnREZG8vLRRebHH3/k+pe3tzfvDbs6NNVB231WHZs3b0arVq1gbGwMS0tLBAYGIjs7GwCQkJAAgUCAw4cPo3v37pBKpbC0tMT06dNRUVEBQHULVk3GvC5rwFWrVsHCwgIRERFwdXWFqakpmjRpwntIyHjD0Ftm+PDh5O/vz13v3r2b7O3tqWHDhlxYWloaAaCEhARKS0sjkUhEQ4cOpWvXrtG1a9eof//+ZGZmRllZWUREtHz5cjIxMeGVk5WVRQDoyJEjREQUGBhIfn5+XLyfnx/Z29vTmTNnKCUlhSZOnEgNGjQgV1dXjboHBgZSvXr1aNy4cVRcXEx5eXnk7+9PDg4O9OrVKyIi2rFjBwkEAlq0aBGlpaVRZGQkOTs7k7u7O1VUVBARkYWFBS1YsICIiH766ScSCoUUEBBAWVlZVFFRQfPnzydDQ0PKzs6m0tJS2rNnDwGgq1evUkFBgYpe6mRevnxJzs7O5ObmRufPn6dbt27R/PnzCQAdPnxYbf2Kioro888/J3t7e3r06BEVFxdTeno6AaC2bdvS2rVrKTExkZYtW0YAaPfu3UREdP/+fZJIJPTee+9RUlISxcXFka+vLzVv3pxKSko02lMqlVJoaKhKeE5ODgGgtWvXEhHp1AcWLFhAMpmMTp48Sbdv36bw8HCysbGhL7/8UqMN33//fbKxsaGIiAi6du0a9e3bl5o3b871gVu3bhEAat++PW3ZsoWSkpKIiGjKlClkbGxM27dvp/T0dNq4cSMJhULavHkzV4dNmzYRAAoMDKTY2Fiufyiza9cuAkCXL1/WaKdjx44RADp69CgREa1atYoAUF5ensY0ysydO5eMjIw0xuvSzsXFxWRhYUF9+/alhIQEunHjBn3++edkYmJC2dnZVF5eTjKZjGbOnMnLe8aMGSSTyai8vLzGfcXGxoZatmxJM2fOpIsXL1JZWRkFBARQQEAAT+6XX34hAFRYWEhERMHBwdSwYUP67LPP6Pnz5/TixQvq3bs3tWzZkktja2tLtra2tGXLFiorK6OsrCxq2LAhjR8/npOpzpglIrp8+TIBoMmTJ1Nqairt2LGD2rZtSwBo3759auuoy5iVt5ObmxtdvHiRiIhOnz5NAGjPnj0a7Wdra0t2dnZ05MgRqqiooB9++IHr2xcvXqSKigr66quvSCwW09OnTykzM5MEAgHX9nJ8fHxo6NChNdbf3t6eFi9ezKUZN24c2dvb07Bhw7iwH3/8kczNzenVq1c6tZ8ya9euJX19fe46ICCAmjVrRufPn6e0tDT6+eefSV9fnw4ePMjJWFhYUP369Wnbtm306tUrunnzJtnb21NwcDAREeXn55O7uzsNHTqUHj16ROXl5TrN9brcM2qKn58feXt70+XLlykjI4M2bNhA+vr6dPLkSSLS7V6kTHZ2Njf3PnnyhIgqx1CTJk2od+/eFBUVRVFRUdSmTRteG2izsTr7qcPb25u3PlAmPz+f6tevTz169KBr165RXFwc+fn5Uf369WnixIlEpNr+CxYsIKFQSFu2bKH09HTasGEDOTg4EAB69OgREek2ByjqoEtdtOX56tUrcnd3p+bNm3PrkEmTJpFIJKLr16/rLHPhwgUCQFOnTqW0tDQ6duwYubu7VznXqKuDLvdZZS5cuEACgYA2bdpEGRkZFBsbS76+vuTl5UVERNevXycA1KJFC+4++Mcff5CBgQH99NNPPJmoqCgi0m3OVkaXNaC8X/Tu3ZsePHhAJSUlNG/ePNLT06ObN29qzJtRe7x1B2Tbtm0kkUi4yXfcuHE0a9YsMjU1pYyMDCKqvMFbWVlRRUUFTZkyhSwtLam0tJTLo7CwkEQiES1cuJCIqu+AyCfZ9evXc/IVFRXUokULrQ6IqakpFRcXc2ExMTEEgM6cOUNERG3btqUBAwbw0p06dYoAUHR0NBGpLmYU44gqF/QAKDw8nIiIjh8/TgAoMzNTo27KMocOHeKcOEW8vb2pZ8+eGvOZNWsWNWrUiLuWL3iUF5V2dnb0xRdfEBHR7NmzSSqV8hbE9+/fJz09Pdq5c6fGsqRSKX3++edUVlZGZWVl9PLlS0pJSaE+ffqQubk55ebmEhHp1AcGDx7MczCJiFJTUyktLU2tfXJyckhPT4/XBwoKCqhevXpcH5DXfdq0aZzMs2fPSCgU0vz583llhYSEUPPmzXlhS5YsITMzMwJAEomE3n//ffrxxx+pqKiIk1mxYgUB4OqqjtTUVAJAP/zwAxG9WQekqnYuLS2lpKQkevz4MRdfUFDAW/yOHz+eHB0deXk0bdqUJk2aREQ17yu2trbk7u7OC9PVAZFIJPTixQtOZseOHQSAawdbW1uVMfHpp59Sx44duevqjtmJEyeStbU1b3GyYMGCKhcFuoxZeTvJ+72cpk2b0owZM9TmK69jv379uOtnz54RAG7RRkR048YNAkCXLl0iIqKePXvy7Pv333+Tnp4et8Ctif6jRo3i5ens7EwLFiwgOzs7Liw4OJgGDRrE/a+t/ZRRXoCmp6fTnTt3eDLt27dXcTCV54/vvvuORCIRPX/+nIiIPD09aeTIkVy8LnO9LveMmiKTybg+KefPP/+knJwcnfVTpri4mADQ1q1bubDg4GASi8W8cb9582YCQM+ePSMi3WysbD91aHNAfv31VwJAN27c4MKys7NJIBBodEAcHR3po48+4uUzZswYFQdE2xygiC510ZbniRMnCACdO3eOi3/16hU5OTlRSEiIzjJjxoyhBg0a8OYauZ00zTXq6qDLfVaZDRs2kFgs5qXJycmh2NhYIvo/50K5n/bq1Yu6dOnCk1F0QKo75nV1QBTLIap8aGJqakrz5s3TYCVGbfLWt2D5+fmhoKAA169fB1B5UpCvry88PDy4V/MXLlxAz549IRAIcOXKFbi7u8PQ0JDLw9TUFE5OTjV+jZuamgoA3JYaoPLVs+K1Jlq2bMk7TUi+bSYjIwNlZWVISkpCp05jnHuNAAAgAElEQVSdeGk6dOgAAFXq26ZNG+5/c3NzAEBeXp5WfTRx5coViMViuLm5qehSE7t17tyZdy2TyVBYWAgAiI2NhYeHB++Vvb29PZo2baq1rDVr1sDQ0BCGhoYwMjKCi4sL7t69i/DwcMhkMq4u2vpAv379cObMGQwdOhT79+9HXl4enJ2d0aJFC7Xlpqeno6KiAt7e3lyYmZmZ2pPSvLy8uP8TExNRWlqK3r1782S6deuGjIwMbusPAMyaNQs5OTk4fPgwRo4ciTt37uCzzz6Dk5MTUlJSAABEBABVbp+RIxAItMq8LlW1s6GhIUpLSzFp0iS0bNkSDRs2hKOjIwBw28OGDBmC9PR0bgtAQkIC7ty5g6CgIACv11cU26E6NG/eHGKxmLtWN74Ux59cRtv4q2rM3rx5E15eXtDX1+dkPvjggyrzq86YrYm+Tk5O3P8SiQQA4OzsrBIm354SEhKCkydP4uHDhwCA33//HTY2NhpPE9RFfz8/P1y8eBFEhIcPHyIjIwPjxo3D48ePuQMioqKi0KtXLy69Lu1XFaampvjf//4HNzc32NjYoEGDBrh+/brKlsb27dvzrl1dXVFSUoK//vpLJc/qzPVV3TPU8fz5c+Tn53Mf+VYVZfr164fFixdj2rRpOHPmDEpLS+Hp6Qlra+vXuhepw8nJCRYWFty1fG6Wzw262vh1SUlJgYmJCbdNFqj8ErOtra1a+dLSUmRkZKjc2z09PVVkazKmtFFVnrGxsTAyMkLXrl25eD09PXTp0oVrH11kUlJS4O7uzptr1NVPGzVZa/Xo0QMCgQC+vr746aefcPfuXVhbW6vYW93Y0tT/gdcf81WhqItQKETz5s2r1IVRe7x1B8TOzg5OTk6Ijo7Gw4cPcevWLXh7e8Pb25vngMhvQAUFBdyNUREzMzNu8qsu8nSKHRyAyh5CdSjLmJiYAADy8/NRVFSEiooKFX3NzMx45apDWRfg/xanNaGgoACmpqYqi9aa2k1eTzkCgYDTr6CgAGfOnIFIJOJ9bt++jb///rvKfIcNG4a4uDjExcUhPj4eGRkZSE1N5S02dekDw4cPx+HDh5GXl4ePP/4YMpkMgwYN4hZPyjx58oTLQxHFm6wcqVTK0wWoPGlFsa6ffPIJAPD29wKAsbEx+vfvjzVr1iA1NRVnz55FUVERpk+fDqByPACo8nQu+fcjHBwcNMrUFlW1c3p6Onr06IGSkhLs3LkTV69eVfkiY5cuXdCwYUMcOHAAQOVxl40bN+ba83X6imI7VAd1Ywvgj6+ajL+q0jx58kSnvqVIdcZsTfQ1MjJSCVN3NLM8nw8++AD16tXDrl27AFS25YgRI6Cnp/42oov+PXv2RF5eHlJSUnD+/Hm4ubnB0tISHTt2RFRUFO7evYv79+/zHBBd2k8TZWVl8Pf3x6lTp7By5UpcvnwZiYmJaNeunYpsVXO7MtWZ66uTL1BpI3Nzc+5z//59tXIbN27EokWLuPullZUVZs+ejfLy8te6F6lD3bwAVLZBdWz8uhQWFqrtD5ru3UVFRSAine71tX0P1pZnQUEBXr58CbFYzJsLt27dys2Fusios4kuaxllarLWcnJywqVLl9CsWTPMnj0bTZo0QadOnXD58uUq9TExManyGPnXGfNVIRAIYGxsXC1dGLXHO3EKlp+fH2JiYiCTydC6dWtIpVL4+Phg8uTJyMrKwr1797inbFKpVO0RpAUFBbCxsQGg/smw8pcnFZFPpspfRNOlEyoPRLlu5ubmMDExgb6+voq+8uuaLqBqglQqRWFhIYiIZ5+CgoJa10Pefj/++KNKnPIiTBmZTMY9lasqf219AAD69++P/v37o6ioCOHh4ZgyZQpCQkLwxx9/qKSVL7xevHjBC9f2xE5uu507d6J169Yq8fb29gAqHRFTU1OVibd79+748MMPcezYMQCV597r6elh3759Gp/wnz17FiKRqMZvAGqLPXv2oLy8HLt27eLsp7w40tPTw0cffYSDBw9i3rx5+P333zFs2DAu/nX6ijKKzpGcqsZ9XSISiWrUt+pqzOqCUCjE8OHDsXfvXgwbNgxRUVFVnsSmi/4NGjSAi4sLYmJicO3aNXTp0gVA5TiIjo4GEaFZs2Zo0qRJrdQhNjYWSUlJuHDhAlcWUPnFXuUyqprblanOXF+dfIHKwwsU823YsKFaOUNDQ4SGhiI0NBS5ubnYsWMH5s6dC5lMhsmTJ9fZvag6Nn5dTExM1N4LNN275YvNmtzr3zRSqRQikQgJCQkqcfK3GbrImJiY1Er9dL3PKtOmTRvs3LkTr169QnR0NObOnYuAgADui+iA+jGgqf/XBF3XgESEoqIinkNdUFDAHVLDeLO89TcgQOUTnpiYGG77FVC5veL27dvYs2cPnJ2duYWc/MQQxROF8vPzcfPmTXTs2BFA5daBFy9eoKysjJO5du2axvLlWxEUXyuWlZWpnCyhjuTkZN5CQn4SiLOzMwwNDeHm5oaYmBheGvmPF8n1rSm6eP9ymQ4dOqCkpARXr15V0UWbHtV9yuDh4YH09HQ0a9YMzs7O3EdPT0/jzbM66NIHDh8+zL1FMDExweDBgzFmzBhuq58ced3kW4cUn9QUFhZq/SE+Nzc3GBkZ4eHDh7y6WlhYwMrKCkZGRsjNzYW9vT2WLVumkp6IkJaWhgYNGgCofAMyYMAA/PDDD9y2LEVSUlKwYcMGjBo16q0sQhUpKSmBiYkJ76m5/IQjxT4zZMgQJCQk4MyZM0hLS+O2XwG121ckEonKjbaqcV+XODo6Ii4ujmeXgwcPVpnmdcbsmyIkJASXLl3CqlWr0KlTJ27cqENX/dXN/z4+Prhw4YLK9qvXRf4jnopvny5duoTMzEyVee78+fO86/j4eJiYmHD3IuD/+nl15vqq7hnqaNOmDXx8fLiPujdXz549w6+//srd86ytrTFjxgx4eXnh+vXrr30vqs49oDo2ft0n2E5OTigtLeXNldevX1d58yzHyMgIjRs3VtlCdOrUqdfSA3j9unh4eKCkpASvXr3izYVisZh7M66LjJOTE5KSknhb9XStn2IddLnPKhMbG8v1KX19fXTt2hULFizA48ePeW2ibmxp6v81oTprQEVdnj9/jrS0tFrVhaGZd8IB6d69O/766y/88ccf3BMTMzMztGnTBuvWrePdgCZMmIAXL15g9OjRuHXrFq5fv46goCBIJBLubH53d3cQEXcMZlpaGtavX6+x/EaNGsHLywuLFy9GREQEEhMTMXbsWAiFQq26m5ubY/To0UhJScGVK1cwc+ZMODo6cr8UO336dISHh+P777/HvXv3cO7cOYSGhqJr165an/RXVSYAhIeHq12kqpN577334OLigjFjxiAuLg537tzBnDlzEB8fj6lTp1ZZVk5ODqKionQ+RnfcuHF4/vw5Ro0ahcTERKSnp2PhwoVwdXVVeRVbE3TpA6tXr8aQIUNw4cIFZGZmIjIyEnv37uX2zirbp2nTpmjfvj2+++47XLp0CTdv3sTHH3/MOQaakEgkGDt2LObPn489e/ZwZfXq1YvTxdraGlOnTsXChQsxduxYHD16FBcvXsTvv/+O/v37IyYmBrNnz+byXLt2LWQyGby9vbFo0SKcP38ekZGR+Pbbb9G5c2c4Ojpi6dKlKrqcOXMGJ06c4H2UHa7axNPTE48ePeJe/2/YsAGXL1+GTCbDtWvXuKdnXl5ecHBwwLRp09C6dWu0atWKy6M2+4q7uzvi4uKQlJQEIuJs8C7w0Ucf4f79+/j666+RmZmJXbt2qX0Tp0hNx+ybxNXVFZ6enlixYoXWHy3TVX8/Pz+cPXsWqamp3LzZuXNnpKenIyIiolYdEDc3N4hEIqxZswZ///03IiIiMGnSJPTu3RtpaWm8LZoPHjxAWFgY7ty5g/DwcGzYsAFDhw7lHG5zc3MkJCQgMTERT5480Xmu13bPqAl6enqYOHEixo4di8TERK6PXblyhZvzanIvEolEEIvFOH/+PBITE3kLute1sbL9akLfvn1hZmaGSZMmIS4uDtHR0ZgwYQKsra01phk2bBgOHz6Mn376CcnJyVi5cqXaNwrVoTbq0rNnT7Rr1w7Dhw/H+fPncffuXezatQvt2rXj1i+6yAwbNgy5ubmYOnUqrl+/jgMHDmD79u3VroMu91llTpw4gQEDBuD333/HnTt3kJiYiDVr1qBx48a8LcN//PEHdu/ejczMTKxatQqXLl3iti3XBrquAQ0MDLBkyRJER0fj1q1bmDBhAgAgODi41nRhVMEb/IJ7tejYsSMB4E7sICKaPHmy2mNio6Ojydvbm0QiEZmamlKfPn0oOTmZJ7No0SJq2LAhSSQS8vb2poSEBF5eysfwZmZmkp+fHxkZGZFMJqOvv/6a5s6dW+VRb4GBgdSzZ0/atGkTNW7cmIRCIXl4eNDt27d5cps3byZnZ2cyNDQkKysrCgkJ4Z36o+5EnbKyMi6+sLCQANAvv/xCRETl5eX03nvvkVAopO7du6vVTZ1MVlYWDRo0iKRSKQmFQmrfvj0dOnRIY/2IiO7du0fOzs4kFArp66+/5k7dOXXqFE/O3d2dRo8ezV3Hx8eTn58fGRsbk0Qioc6dO9OxY8eqLEvTMbzq0NYHcnNzKSgoiKysrEgoFJKDgwNNmDCB8vPzNdonLS2NfHx8yMjIiJo0aUKbN2+mcePGcactaap7WVkZzZs3jxwcHMjQ0JDs7e1p4sSJ3IkwcrZv306+vr4kk8nIwMCALCwsyN/fX+0pQo8ePaIJEyaQnZ0d6enpEQBq2bIlhYWF8U4DIfq/U7DUfTSdzKLrKVja2nnGjBlkaWlJUqmUhg0bRvn5+TR//nwSiUQ0YcIETm7atGkEgHfkqpya9BVbW1uaO3cuL6yoqIiCg4OpXr16ZGFhQUFBQbR3717e6TzBwcHk7e3NS3fkyBECwB0tqS7vadOmUbNmzbjr6o5ZIqKFCxeSTCYjU1NT7uhiKJzKog5tY1bXdtLFfgC4ozDlZQOg48eP8+SWLVtGJiYmKv27JvoTVZ7AZWBgoDLXtm7dmvT09Ojp06dcmC7tp4zyKUi7du2ixo0bk1gspi5dulBSUhIdP36cJBIJd+KdhYUFzZ8/nz7//HOysLAgY2NjGjJkCG/sHTt2jCwsLMjExIROnDhBRNrnel3vGTUhNjaWevToQVKplEQiEbVs2ZJWrFjBk9Gmnzq++eYbMjY2JgsLC8rLy9OpDXSxsTr7KaPtFCyiymOnXV1dydDQkBwdHWn//v3k7e3Nnbil3P4lJSUUEhJCEomETE1NaciQIbR//37e6YO6zAGK6FIXXfLMzc2ljz/+mCwsLLg2/P7773lpdJFZtWoV2djYkJGREXl5eXFzTVVHc6urgy5rLUXKyspozpw5XN+2srKiAQMGUEpKChH93wlXe/fupYCAAK5fKZ6qpe4UrOqOeSLta8C1a9eSgYEBxcTEUPv27UkoFFKTJk244+0Zbx4B0Wu+N/wPM2jQIOTn52vdpsP4Z/DixQuUlpbyTmTy8/ND/fr1sW/fvrem1969e7m3OYp7qhn/HIgIubm5vDdqUVFR8PX1RXJycq3/UvObgojg5eUFd3f3Kt8q/9OxtLTElClT8NVXX9Vqvuyewfgvk5ycjNatWyMqKuq13vjVBuvWrcOUKVNQXl7+VvX4L/NObMFiMN4F+vbtC29vb0RHRyM9PR2rVq3C2bNntW41edMMGDAAjo6OGDlyJMLDw5GYmMgmzX8YFy5cQMOGDbFgwQKkp6fj4sWLmDp1Kjw8PHhHiL6rFBcXIzk5GZ999hlSU1MxZ86ct60Sg8FgMP7BMAeEwfj/7Nq1C25ubvjwww/Rtm1bbNu2Ddu2bUNAQMBb1cvIyAhHjx5FkyZNMHjwYPj5+b0zpzsxdKNr167YsWMH9u3bBzc3N3z00UdwdHTEgQMH6uT3XF6XGzduwM3NDRcvXsSRI0c0/s4Cg8FgMBi6wLZgMRgMBoPBYDAYjDqDvQFhMBgMBoPBYDAYdQZzQBgMBoPBYDAYDEadwRwQBoPBYDAYDAaDUWcwB4TBYDAYDAaDwWDUGcwBYTAYDAaDwWAwGHUGc0AYDAaDwWAwGAxGnfGfd0CGDx9ep7/IWa9ePQgEAu6jp6eHRo0aISgoCHfv3q0zPd4UW7ZsQadOnWBhYQFDQ0PY2dlh/Pjx+Ouvv1Rk7969i/Hjx6NJkyYwMjKCubk5/Pz8sHfvXhXZgQMHom3bttXSRdnWUqkUXl5eWL58OV68eFHjOmpi0KBB6NmzZ63n+0/D0tISCxcu/E+VvXTpUlhZWaF+/fp1XnZtwPoug8FgMOqS/5wD8tFHH2Hbtm1vVYfAwECcO3cO586dQ0REBL788kv8+eef8PHxQUFBQa2Vc+PGDTRu3LjW8tPGd999h/HjxyMgIAAHDhzAxYsX8c033+CPP/6An58fXr58yclevHgRbdu2xYkTJzBx4kQcOHAA69evh1QqxZAhQzBu3Lha0Ulu67Nnz2LLli3w9PTEggUL0KFDB+Tm5tZKGf9majJeVq5ciffff/8NaVT3ZctksiofDpSWluKrr77CwIEDERkZWatl61J+TVi/fj1GjRrFXX/22WeYMmVKrZbBYDAYDIYmDN62AnXNlStX3vovW9vZ2aFbt27cdc+ePeHj44PWrVtj7969CAkJqZVyrly5Uiv56Mrq1asxbtw4zJs3jwvr2LEjnJ2dMXr0aCQmJsLT0xMvX77E0KFD0bRpU0RGRkIikXDyQUFBWLVqFaZOnQpfX18EBQW9lk7Ktg4MDMTEiRPh7e2NkSNH4sSJE6+V/7+dmoyXkSNHviFt6r7s+/fv49GjR1XKFBYWory8HP7+/mjTpk2dl18TlOeGXr161XoZDAaDwWBo4p14A/Lw4UOMGDECtra2EIvFaNGiBdasWcOTsba2xpo1azB9+nTY2dlBKpWiX79+yMnJ4WSys7MxZMgQ1K9fH0ZGRmjdujV27tzJxQsEAmRmZuKTTz5BvXr1uHADAwMcPHgQTk5OXLr4+Hguvry8HGFhYXB2dub027hxI08/KysrrF69Gu+//z5EIhGePXtWLRu0atUKYrEYGRkZXFhMTAx8fX1hbGwMU1NT9OjRA3FxcVx8VlYWBg8eDGtra4jFYri4uGDTpk0AgLCwMIwcORL37t2DQCDA6tWruTzbtWsHkUgEV1dXnDhxAj4+PpgwYQKAyrcmAoEAR44cgaurKzw8PHS2QWlpKUpLS1Xq5u3tjZs3b8LT0xMAcPDgQWRlZWHt2rU850POF198gbZt22LVqlXVsqGuODo64ttvv8XJkyeRnJzMhf/8889wcXGBkZERLCwsEBwcrPKWZPv27XB1deXsvXXrVo3l5OTkoFGjRggODgYRAQB2796Njh07wtTUFA0aNMAXX3yB4uJiLo2u/ejvv//GsGHDUK9ePVhYWGDw4MHIzs7m4rWNhdTUVAgEApw7dw4DBw6EpaUlrK2tMXnyZLx69QqA+vGiy1hV3Aa1ceNGyGQyxMbGwtPTE1KpFE2bNsWWLVt4aa5evQp/f39YWlpCIpHgww8/xL1797j4jz76CEOGDMHXX38NU1NTHD16VK1dFMuOj4+HQCDgjWUAaN68OaZPnw4AKCsrw/Tp0+Hg4ACRSAR7e3tMnToVpaWliIyMRKNGjQAATZo0wcCBA1XKO336NCwtLTkdRSIRAODly5eYMWMG7O3tIRQK0ahRI8ydOxfl5eUANI8zRTSVr8tYjIqKgq+vL+rVqwczMzP4+PjgwoULAIBu3bph69at2L59OwQCARITE1W2YOky32qbS9QxYMAABAYGYsWKFXBwcIBYLEaHDh14bWRqaooVK1bw0oWEhKBDhw7ctbpxokvegPZxXpXtasP+DAaDwQBA7wABAQHUrFkzOn/+PKWlpdHPP/9M+vr6dPDgQU7G1taWbG1tacuWLVRWVkZZWVnUsGFDGj9+PBERvXz5kpydncnNzY3Onz9Pt27dovnz5xMAOnz4MBERZWdnEwBau3YtPXnyhIiIgoODqUmTJtS7d2+KioqiqKgoatOmDbVs2ZIre8qUKWRsbEzbt2+n9PR02rhxIwmFQtq8eTMnY2NjQy1btqSZM2fSxYsXqaysTG1dpVIphYaGqoTn5ORwuhERpaWlkUgkoqFDh9K1a9fo2rVr1L9/fzIzM6OsrCwiIvLz8yNvb2+6fPkyZWRk0IYNG0hfX59OnjxJRUVF9Pnnn5O9vT09evSIiouLqbi4mCwsLMjX15cSEhIoMjKS2rZtSzY2NjRx4kQiIrp16xYBoPbt29OWLVsoKSlJZxsEBQWRvr4+zZkzhzIyMjS292effUbGxsYa44mIZs6cSXp6elRQUEBERAMGDCA3N7cq0yijydZERA8ePCAAtG7dOiIi2rFjBwkEAlq0aBGlpaVRZGQkOTs7k7u7O1VUVBAR0f79+0lfX5+WLVtG8fHx9P3335NAIKB9+/YREVFgYCD5+fkREdGLFy/Iw8ODunfvTi9fviQiokOHDhEAmj17NqWnp9OxY8fIzs6Ohg8fzumlSz8qKyujtm3bUseOHenMmTN04cIF6tChA7Vu3ZpevXql01hIT08nAOTm5kYXL14kIqLTp08TANqzZw8RqR8vuoxVCwsLWrBgARER/fTTTyQUCikgIICysrKooqKC5s+fT4aGhpSdnU1ERPfv3yeJRELvvfceJSUlUVxcHPn6+lLz5s2ppKSEiCr7lrOzM/Xt25fOnz9Pjx8/VtuuimXHxcURAIqLi+PJNGvWjKZNm0ZERAsWLCCZTEYnT56k27dvU3h4ONnY2NCXX35JpaWltGfPHgJAV69e5fqiIqWlpZSWlkYAaMuWLZxen376KdWvX592795NGRkZtHPnTjIzM6MvvviCiDSPM+W81ZWvbSw+f/6cJBIJffbZZ5SSkkI3btyg8ePHk7GxMT19+pTy8/PJ3d2dhg4dSo8ePaLy8nJe3yXSPt/qMpeoIzAwkOrVq0fjxo2j4uJiysvLI39/f3JwcKBXr14REZGJiQktX76cl2706NHk7u7OXasbJ7rkrW2ca7NdbdifwWAwGETvhAOSnp5Od+7c4YW1b9+eu9kRVd4Qe/bsyZP59NNPqWPHjkT0f4u7hIQEnoy3tzeXrri4mADQ1q1bufjg4GASi8W8Bc3mzZsJAD179oyePXtGQqGQ5s+fz8s3JCSEmjdvztNP8QapCalUSp9//jmVlZVRWVkZvXz5klJSUqhPnz5kbm5Oubm5RFR5k7O0tKTS0lIubWFhIYlEIlq4cCEREclkMm6xJefPP/+knJwcIiKaNWsWNWrUiIvbt28fAaAbN25wYVFRUQSAWzTIF6byBRoR6WyDwsJCGjFiBOnp6REAsrW1peHDh9Mff/zBLeKJiPr27ctz8NSxceNGAkA3b94kotp3QIiIDA0N6auvviIiorZt29KAAQN48adOnSIAFB0dTUREnTt3psDAQJ7MzJkzafXq1UT0fw5IRUUFBQYGUqtWrSg/P5+T7dSpE3Xt2pWXfufOnSQQCDinUpd+FBERQQDo+vXrXFhCQgINGjSIsrKydBoL8naW9yU5TZs2pRkzZhCR+vGiy1hVdkAUbUhU6XAAoPDwcCIimj17NkmlUsrLy+PJ6Onp0c6dO4mocpwaGhpyjpAmquuADB48mLfwJiJKTU2ltLQ0IiI6fvw4AaDMzEyNZT569IgAcI7o48ePycDAgFatWsWTmzt3LpmYmNDLly/VjjN1KJevy1hMSUkhABQVFcXFl5WVUWRkJBUVFRERkaenJ40cOZKLV+eAVDXf6jKXqCMwMJBMTU2puLiYC4uJiSEAdObMGSLSzQFRN050yVvbONdmu9qyP4PBYPzXeSe2YJmamuJ///sf3NzcYGNjgwYNGuD69et4+vQpT055f7W5uTny8vIAVO5pFovFcHNz48l06NABiYmJVZbv5OQECwsL7lomkwGo3NudmJiI0tJS9O7dm5emW7duyMjIwPPnz7kwLy8vneq7Zs0aGBoawtDQEEZGRnBxccHdu3cRHh7OlX3lyhW4u7vD0NCQS2dqagonJyeuPv369cPixYsxbdo0nDlzBqWlpfD09IS1tbXacm/evIl69erBxcWFC/Px8eG2kCiiWBddbWBqaort27fjwYMH2Lp1K7p3745Tp06hf//+6NatGydHRNw2H20IBAKd5KqLXAcDAwOUlZUhKSkJnTp14snIt3zI7X3lyhV07NiRJ7N06VKEhobywmbPno2YmBgcP34cUqkUAFBRUYH4+Hi1NiQiXLt2jQvT1o/i4+MhEonQqlUrLqxt27bYt28f7OzsqjUWqhpT6tB1rCqjWI65uTkAcOXExsbCw8ODty3S3t4eTZs25enr5ORU66dM9evXD2fOnMHQoUOxf/9+5OXlwdnZGS1atKhxnteuXUN5ebna/lRUVIT09HQuTNc5Q44uY7FFixZwcnJCcHAwlixZgqtXr0JfXx9du3aFsbGxzmVV1TeqM5co07JlS26rGgC4uroCAG/7qS6os11VeesyzrXZri7tz2AwGP9m3roDUlZWBn9/f5w6dQorV67E5cuXkZiYiHbt2qnIisVilTD6/3vrCwoKYGpqqrJgNTMzQ2FhYZU6mJiY8K7leRARdypV9+7dIRKJuM8nn3wCALw90fLFpjaGDRuGuLg4xMXFIT4+HhkZGUhNTeXdUAsKCtR+P0KxPhs3bsSiRYtw4cIF9OrVC1ZWVpg9eza3z1yZJ0+ewMzMTCVc0flSV5fq2ACo3D8+atQo/PLLL8jOzsa6detw4cIFbNiwAUDlF8Pv3bvHtZ067t27B319fdja2mqUeR0yMjJQUVEBBwcHFBUVoaKiQsXeclsVFhbixYsXeCyVimAAABxESURBVPnypUpfUeby5ctYuXIlCgoKeEf9vnjxAuXl5Zg/fz7Phs2aNQNQ+Z0OOdr6UV5eXpV6VGcsVDWmlKnOWFVG29g9c+YMzy4ikQi3b9+ull1qwvDhw3H48GHk5eXh448/hkwmw6BBg/Dw4cMa5ykfL1X1JznVrZMuY1FfXx9RUVEYPHgwfvrpJ7i7u6Nx48b45ZdfqlVWVW1WnblEGVNTU961vC/n5+dXSz91tqsqb13GuTbb1aX9GQwG49/MWz8FKzY2FklJSbhw4QK6dOnChT969AhNmjTROR+pVIrCwkIQEW/hVVBQ8FoLF3nanTt3onXr1irx9vb21c5TJpPxvlCpqVx1R/IWFBTAxsYGAGBoaIjQ0FCEhoYiNzcXO3bswNy5cyGTyTB16lSVtCKRSO3vX2h7eq2LDYgId+7c4RbUcgwMDDBx4kSsWrWKe5rt6+uLH3/8EUeOHEH//v3Vlnnu3Dl4eHhoXfDXlD179kBPTw9+fn4wMTGBvr6+ir3l11KpFMbGxjA2NtZ6TLJIJMK5c+cwbtw4BAcH4+LFizA0NISxsTHXXqNHj1ZJp+mtlTqsrKzU9nU5b2os1NZYVaevj48PfvzxR5U4dYtcXdH09kzxS/8A0L9/f/Tv3x9FRUUIDw/HlClTEBISgj/++KNG5cptXFV/qim6zkdWVlZYvnw5li9fjpSUFKxcuRIjRoyAi4sL3N3da1y+nJrOJQBUnGC5XeRvxtS1m3Kb1SRvXcY5ULXt3hX7MxgMxj+dt/4GpKSkBAD/ydmlS5eQmZlZ5RNyZTp06ICSkhJcvXqVF37p0iWVbTPVydfNzQ1GRkZ4+PAhnJ2duY+FhQWsrKxgZGSkc17VQX56i+KpUvn5+bh58yY6duyIZ8+e4ddff0VZWRmAygXsjBkz4OXlhevXr3NpFOvq6OiIJ0+e4Pbt21xYTEyM1mM+dbHBgQMH0Lx5c5w9e1YlfX5+PnJyctCgQQMAwAcffAAbGxvMnTuXt4VNzo4dOxAbG6uytam2SExMxJIlSzBkyBA4ODjA0NAQbm5uiImJ4cldunQJALj+065dO5w/f54nM2XKFJ6ebdq0gbu7O3bu3IkbN24gLCwMAKCnpwd3d3fcvXuXZ8OmTZtCKBRyiy9daNeuHUpLS/Hnn39yYSkpKejQoQNu3LhRrbGgC/I+VFtjVRkPDw+kp6ejWbNmPNvo6emhYcOGNc5X/qRb8cn6w4cPeW9VDh8+zP3GhomJCQYPHowxY8bwxhBQ/TnDwMBAbX+SSqVwdHSsdl3k5esyFjMzM3H48GEurYuLC3744Qfo6+vzTn17nTar6VwCAMnJyTxHRX5KlbOzM4DKdlN+G5KUlKSTXlXlrcs412a72rQ/g8Fg/Jd56w6Im5sbRCIR1qxZg7///hsRERGYNGkSevfujbS0NJ23Qrz33ntwcXHBmDFjEBcXhzt37mDOnDmIj4/n3gaIRCKIxWKcP38eiYmJ3OK9KiQSCcaOHYv58+djz549yMzMRGRkJHr16vVGf+9gwoQJePHiBUaPHo1bt27h+vXrCAoKgkQiwciRI6Gnp4eJEydi7NixSExMRGZmJnbt2oUrV66ga9euACqf+uXk5CAqKgr37t1DQEAAxGIxQkNDcfPmTcTExGDatGlaF3m62KB///7w9vbGhx9+iG+//RYRERGIjo7Gzz//jC5dusDAwIA7nlMsFmPHjh1IT09Hhw4dsHnzZly8eBHHjx/H2LFj8cknn2D06NEYMmQIT4/CwkKcOHFC5aPuV9blZGdnIzIyEpGRkTh69CimT58OHx8fNGvWDOvWrePkpk+fjvDwcHz//fe4d+8ezp07h9DQUHTt2pV7W/XFF18gIiIC8+fPR3x8PNauXYt169ap7CkHKr+vsGzZMixduhTR0dEAgBkzZuDAgQNYsmQJbt26hcTERHz88cfw9vbWuk1QET8/P7Ru3RohISGcnceOHYvi4mI4OTnpNBZ0QXm8uLi41MpYVWbcuHF4/vw5Ro0ahcTERKSnp2PhwoVwdXXF5cuXa5QnADg4OMDS0hI7duxAeXk58vPzMXnyZN73SFavXo0hQ4bgwoULXL/eu3cvbwwBQHh4OFJSUnQqt379+vj000+xePFiHD58GPfv38eOHTuwfv16TJkyBQYGur94Vi5fl7F4//59BAYGYuXKlUhLS8OtW7ewcOFC6Onpcds8zc3NkZCQgMTERDx58kRnfeTUdC6Rlz169GikpKTgypUrmDlzJhwdHeHj4wMAcHd3x6FDh/DkyROUlpZi8eLFOuuoLW9t41yb7WrL/hs2bOB0YjAYjP8kdfqVdw3s2rWLGjduTGKxmLp06UJJSUl0/Phxkkgk5OrqSkSVp57MnTuXl27atGnUrFkz7jorK4sGDRpEUqmUhEIhtW/fng4dOsRL880335CxsTFZWFhQXl4eBQcHk7e3N0/myJEjBIA7maisrIzmzZtHDg4OZGhoSPb29jRx4kR69uwZl0adfurQdjKTItHR0eTt7U0ikYhMTU2pT58+lJyczMXHxsZSjx49SCqVkkgkopYtW9KKFSu4+Hv37pGzszMJhUL6+uuvubo5OjqSkZERdejQgWJiYsjZ2Zk7jUd+Os+pU6d4uuhig8LCQlq4cCG5ublRvXr1yMDAgDtmVn6qkCKJiYk0cOBAsrCwIABkYGBAXl5etGPHDhXZAQMGEAC1H8VTmpRtrShnZGRErq6u9O2339Lz589V5Ddv3kzOzs5kaGhIVlZWFBISwjuZiajydK7mzZuTkZERtWjRgjZs2MDFKZ8kVFFRQf7+/tS4cWPOTr/99hu1adOGhEIhWVlZ0YABAyg1NZVLo2s/unfvHg0YMIDMzMzI3NycBg4cSHfv3uXitY0FTe3s7u5Oo0eP5q6Vx4suY1XdKViKxwkXFhYSAPrll1+4sPj4ePLz8yNjY2OSSCTUuXNnOnbsGBevbpyqQ7FsIqJjx45RixYtyMTEhJydnenAgQPk5eXFHYebm5tLQUFBZGVlRUKhkBwcHGjChAnc6WXl5eX03nvvkVAopO7du6stU/kULKLKY8GnTZtGNjY2ZGBgQE2aNKFFixZxp8Fpsr8y6srXZSzu2LGD3NzcOHt6eXnR0aNHeXaxsLAgExMTOnHihNpTsLTNt9rmEnUEBgZSz549adOmTdS4cWMSCoXk4eFBt2/f5mTS09PJx8eHTExMyM7OjsLCwmj27NnUrl27KvXTJW8i7eNcm+1qw/6zZs0ifX19jXZiMBiMfzsCotd4D8/4x/H06VMYGxvzfjCtfv36WLZsGSZOnPjW9JowYQJ+++03ZGVlvda+f8Z/G3Nzc8yYMQNz5sx526r866nJXDJo0CDk5+fj9OnTta7Pm8ybwWAwGLXLW9+Cxag7CgoK0LRpUwwfPhxJSUlITk7G2LFjoa+vj8DAwLeq2+TJk1FSUoLAwEBcunRJ5+0uDAZQ+T2PkydP4tmzZ9whDYw3x7s8lzAYDAbj3Yc5IP8hJBIJIiIi8OTJE/j4+KBLly64d+8eIiIiuC+Ivy1atmyJAwcO4O+//0a3bt3e2BfQGf9ODh06hICAAPj4+OCDDz542+r863mX5xIGg8FgvPuwLVgMBoPBYDAYDAajzmBvQBgMBoPBYDAYDEadwRwQBoPBYDAYDAaDUWcwB4TBYDAYDAaDwWDUGcwBYTAYDAaDwWAwGHUGc0AYDAaDwWAwGAxGncEcEAaDwWAwGAwGg1FnMAeEwWAwGAwGg8Fg1BnMAWEwGAwGg8FgMBh1BnNAGAwGg8FgMBgMRp3BHBAGg8FgMBgMBoNRZzAHhMFgMBgMBoPBYNQZzAFhMBgMBoPBYDAYdQZzQBgMBoPBYDAYDEadwRwQBoPBYDAYDAaDUWcwB4TBYDAYDAaDwWDUGcwBYTAYDAaDwWAwGHUGc0AYDAaDwWAwGAxGncEcEAaDwWAwGAwGg1FnMAeEwWAwGAwGg8Fg1BnMAWEwGAwGg8FgMBh1BnNAGAwGg8FgMBgMRp3BHBAGg8FgMBgMBoNRZzAHhMFgMBgMBoPBYNQZzAFhMBgMBoPBYDAYdQZzQBgMBoPBYDAYDEadwRwQBoPBYDAYDAaDUWcwB4TBYDAYDAaDwWDUGcwBYTAYDAaDwWAwGHUGc0AYDAaDwWAwGAxGnfFOOCD79++HQCCAQCCASCR62+q8FfLz8zkbCAQCREdHvzVd/int0apVK07PJUuWvG11/nEw+zEYDAaDwXgbvBMOCIPBYDAYDAaDwfhvwByQGrBv3z4IBAI0aNDgbavyn2b27NlYtWoVVq1ahZ49e9Zavqx9GQwGg8FgMN4cBm9bgX8iu3fvftsqMAAMHz78jeTL2pfBYDAYDAbjzcHegFSTwsJCHDt27G2rwXhDsPZlMBgMBoPBeLO8cw6Inl6lSlFRUejVqxfMzc1hamqKLl264PTp0xrT3blzB6GhoXBxcYGZmRnEYjEaNWqEYcOG4ezZsxrTnTx5EoMGDYKDgwOMjIwglUrh4uKC0NBQpKSk8GRNTU0hkUhQUlICAMjNzeW+xHvo0CGd6hcdHQ1/f3+uXp6enti1axcEAoHWtAUFBVi0aBE6deqE+vXrQygUwtraGv7+/ti6dStevXqlMW1cXByGDx/O1VMikaBz585Yt24dysrKdNIdAPLy8tCiRQuu3uPHj1eJDwsLQ/v27bl2aNGiBWbMmIGnT5+q5DdixAgur/nz5yM3Nxd9+/aFmZkZBg8eXKUumr5EvWXLFi7c19cXgG79qTrte/r0aQQGBsLW1hZCoRCWlpbo06cPwsPDVfRU1Kdr164oLy9HaGgorKysYG1tzck5ODhwcmfPnkVxcTHmzp2LZs2aQSQSwd7eHlOnTsXz589VyiAi7N69G/7+/pDJZDA0NIREIoGnpyfWrl1bZd9gMBgMBoPBqFPoHWDfvn0EgACQubk5nTx5koRCIRcm/+jr61NERIRK+p07d6qVV/yMGzeOXr16xUs3Z86cKtOIxWIKDw/n5E1MTDTKHjx4UGs9Dx06RPr6+mrTf/vtt7zrqKgoXtrExESytbWtUl8vLy96/PixSrkrVqwggUCgMV2nTp3o2bNnatvDyMiICy8tLaXu3btzcf369aPy8nIuPi0tjezt7TWWY2dnR3fu3OHpNnbsWC7+888/p379+nHXfn5+VdrT1dWVk128eDEXvnv3bi68VatWVfan06dPc+l0bd+ZM2dW2Q5z5szh6fnbb79xcW3atKGVK1fydJDj7OzMhe/du5dna8VP9+7dqaKigldGcHBwlTr17dtXJY0m+zEYDAaDwWC8Sd45B8TS0pIaN25Mbdu2pS+//JJ69+7NW0h17NiRl/bixYu8RX23bt3ot99+o927d9PgwYN5aZcvX86lS0lJ4RblZmZmtHbtWoqKiqLz58/TnDlzSE9PjwCQVCql/Px8rqywsDAuv/r161NUVBRFRUXRkydPqqzj8+fPSSaTcWkbN25M27Zto9OnT1NoaCgZGhpqdECePn3Kcz6aNGlCGzdupEOHDtGsWbPIwMCAiwsICOCVe/LkSZ7zMWbMGDpy5AitWbOGrKysuPBPP/1UbXsoOiAhISG8digqKuLiysvLeQvaPn360JUrV+jmzZs0efJkLrxz5868hfDEiRO5OB8fHwJAEomE3N3dKTg4uEqbalpAK+rfsGHDKvuTh4cHry9pa19F58bExIQ2b95MmZmZFB4eTg4ODlzcyZMn1erTuHFjsre3J0NDQ2rbti05OTmprY+XlxcJhUIaO3YsTZo0idd3ANCxY8e4dEeOHOHC9fT0aMOGDXT9+nX6+eefeX1j7969OtmPwWAwGAwG403yzjkgAMjX15dKSkq4eMWnu3p6elRaWsrFKT4l9vT0pLKyMl7eo0eP5jk38ny3bdvGe5KvzLx582jMmDEUFhZGWVlZXPiuXbu4dNbW1jrX8ddff+XV8fLlyxr1VHZAvvnmGy5cIpHQX3/9xUv7yy+/8NLGx8dzcV5eXlz4+++/z0unuHA1MDCgnJwcIlLvgCxfvpwLa9q0KeXm5vLy2r9/PxcvlUp5b1SU9YiJieHCFR0QADRgwABe21eFLg4IAOrSpQsVFxdz8VX1J23t26pVKy4+LCyMF3fixAkurlevXhr1cXR05PUpdfUBQEePHuXibt68yXO0582bx8WtW7eOAgICKCAggEJDQ3l59u/fn0szYsQInezHYDAYDAaD8SZ5574DAgBhYWEwMjLirj/55BPu/4qKCvz1118AKr9vEBkZycWNHz8eBgb8g70mTJjA/f/48WNcvnwZACCRSLjw06dPY+nSpbh16xYX9u2332LTpk2YP38+7OzsXrtOij8s2LRpU3Ts2JEXP2rUKI1pDxw4wP3/4YcfwsbGhhc/bNgwmJubc9fyL1E/fvwYly5d4sKDgoJ46fr06YPjx4/j+PHjOHLkCAwNDdWWf+TIEcyaNQsAYGFhgePHj0Mmk/Fkjh8/zv3fpk0bCIVClJSUcB8/Pz+1soro6+tj7dq1vLavDb755hveDyoq96cHDx7olE92djaSk5O5ay8vL14dO3fuzNnw3LlzePnypUZ9tPUpX19fBAQEcNdOTk7w8vLirrOysrj/J06ciKNHj+Lo0aNYvXo1L59GjRpx/+fk5OhQSwaDwWAwGIw3yzt5DG+HDh1414qLKADcl3CTk5NBRFx469atVfJq1aoV7zo1NRVdunRB79694ejoiPT0dBQXF2P27NmYPXs2rKys4Ovri549eyIoKIjnqLwOd+/e5f53dHRUiXd1dVWbjohw48YN7lpdHfX19eHs7Mw5G6mpqby/cpo1a8a7NjAwQJ8+farUu6ysDEFBQaioqAAANGzYEE2bNlWRu337Nvd/VFQUxGKxxjwV66OIo6Mj7O3tq9SnJmjrT4WFhTrlo1hHAPD399coW15ejrS0NLRp00YlrkePHlrLUtYZqNRb7sgq63z69GmsW7cO169fx19//aXW+WFfRGcwGAwGg/Eu8M69ATEyMoKZmRkvTPHptSIFBQW8a1NTUxUZoVDIeysiX7iZmJjg9OnTKgvwR48e4ffff8f48eNhb2+PH3/8sUb1UKaoqIj739jYWCVeXRgAvHjxAuXl5dy1ujoClfWRI6+jsn0U35LoSkVFBe/UpeTkZKxZs0ZFTt3JTJpQdxoWUOnc1DbV6U/aqE4dAfX11NfXh5WVlda06mQ06b1x40b06tULhw8fxp07d2BgYICWLVvCzc0NlpaW1dKZwWAwGAwG403zzjkg1UEqlfKulRfcAFBSUsJbwCumcXBwwPHjx3Hr1i2sXbsWgwcP5m2NKSgowPjx4xEbG/vauio6GIrOSFW6y9MpOlCa5BSfiMvrqOysqCtXF/z8/PDdd99x12FhYSrblhQX+QMHDgRVfr9I7Udx25wiQqGwRvrVFcqOTGJiYpX17Natm0oeBgYG3FHTtcHz588xffp07jooKAiPHj1CSkoKEhMTtR5lzGAwGAwGg1HX/KMdEFdXV97vZyQmJqrIXLt2jXetbkuMo6MjJk2ahD179iArKwsJCQlo164dgMotUIrfwagpDg4O3P83b95UiU9ISFCbTiAQ8LaRqatjWVkZ7zdL5HV0cnLiySlvyQKAJUuWYOHChVi4cKHaeCMjI5w6dQqzZ89G+/btAVQ6O9OmTePJKW4ry8zMVFuXfzrKW+fehXomJCTgxYsX3PWMGTN429/+X3t3ExJVF8dx/Kf4Nmbd2pSOgwYFwwhmEFHiYggG2kW+BBKCZAZDBEEUFCIGuijIRZRlRKFhUDSG3TZBmIwQQ7TQEAbaKL2ttdoGp0XPnGeuNjotvD0+fD9wYeYezp1775nF/Lhzzv/9+/d/47QAAABy2tABZNu2bTp06JB9Pzw87HnaIUk3btywr2tra7Vv3z5J0sjIiE6fPq1YLKb5+XlPn7179+rYsWP2ffb/6bMDz9evX1d83ujoqOLxuOLxuK5du2b3Z08g/vjxo6ampjz9bt26lfM6W1pa7OuJiQl9/vzZ0z4yMmKfgBQUFOjo0aOSpMrKShukMueWLZlM6tKlS+rt7VVvb2/OSegFBQUqLCzU9evX7b5Hjx55Cjxmz4d49+7diqDU39+vjo4OnT9/Xq9fv855rcvlup/rZbXxraqq8szBWX4/5+fn1dzcrHg8roGBATtvZj0tn+uRXVQynU57vmd/UnASAABg3fi+7tZv5Ko7kfHp0yfP8qRzc3O2LZVKeWodxGIx8+DBAzM2Nmba29s9/cbGxmy/s2fP2v0NDQ3m8ePH5s2bNyaVSpm7d++ayspK2/7s2TPbL5lMeo556tQpk0gkzMzMjDHGmM7OTtvW1NRk+y0tLRnHcWzb9u3bze3bt00ikTDt7e2moqLCc9zp6Wnbd3Fx0YRCIdu2e/duMzQ0ZMbHx82FCxdMaWmpbevu7vbcu6dPn3qO29HRYVzXNTdv3vRcY2tra17jkV1bJRKJ2CVsf/z4Yerq6mxbMBg0Dx8+NFNTU6anp8fWIikrKzMLCwv2eNnL8B4+fHjF2Oe6n8bktwzvn36f1hrf7GV6pV/1U169emUSiYTZs2eP3R+Px/M+n7WuJyN7qebMeH358sXWrNE/S0rPzc0Z13VNdXW1CYfDniWcU6mUXUKZZXgBAMDfsOEDiDG/amxk/whfvhUWFq74gbW0tGSi0WjOPpntxIkTnn7fvn1bURRO+rfI4Wo/mLNrjyzf7t275ykYODk56embTyX0lpYWT72LjL6+vlX7HTx40CwuLuY1Hh8+fDCBQMC2X7lyxbal02lPUFq+lZaWmidPnniO918LIGuNrzHGnDt3btX7GY1Gzffv3/M+n7WuJ+N3AcQY4yn0mL0Fg0GzsLBggsGgZ39fX19enwcAALAeNvRfsDKOHz+udDqtM2fOKBwOq7y8XIFAQLt27dLJkyc1MzOjixcvevo4jqOXL1/qzp07isViCoVCKisrU0lJiWpqatTa2irXdXX//n1Pv82bN2tiYkIHDhxQIBBQRUWF6uvrFYlE1jzPzs5OPX/+XI2NjSovL5fjOIpGo3JdV11dXZ4Vi5ZPGG9oaFA6ndbAwID2798vx3FUXFysqqoqNTc3y3VdjY+P/3alpMuXLyuZTKqtrU3BYFDFxcXasmWLGhsbNTQ0pOnpaW3dujWve11TU+OZ9Nzf329rUkQiEc3Ozqqnp0f19fXatGmTSkpKVFtbq66uLs3OzqqtrS2vz/lb8hnfwcFBvXjxQkeOHNGOHTtUVFQkx3HU1NSk4eFhTU5O5lytbD0MDg7q6tWrqqurUyAQUHV1tbq7u/X27Vvt3LlTo6OjCofDKioqUigUyuu7CgAAsF4KjMkqpAEAAAAA6+h/8QQEAAAAwMZAAAEAAADgGwIIAAAAAN8QQAAAAAD4hgACAAAAwDcEEAAAAAC+IYAAAAAA8A0BBAAAAIBvCCAAAAAAfEMAAQAAAOAbAggAAAAA3xBAAAAAAPiGAAIAAADANwQQAAAAAL4hgAAAAADwDQEEAAAAgG8IIAAAAAB8QwABAAAA4BsCCAAAAADfEEAAAAAA+IYAAgAAAMA3BBAAAAAAviGAAAAAAPANAQQAAACAb34CeOPFdtnfDc4AAAAASUVORK5CYII="}, "created": "2022-03-31T22:48:17-07:00", "created_utc": "2022-04-01T05:48:17+00:00", "updated": "2022-03-31T22:48:17-07:00", "updated_utc": "2022-04-01T05:48:17+00:00", "shot_hash": "9ea725043c83df0d505051bd25506766", "slug": "docker-for-mac-container-to-postgresql-on-host"}, {"path": "docker_emulate-s390x-with-qemu.md", "topic": "docker", "title": "Emulating a big-endian s390x with QEMU", "url": "https://github.com/simonw/til/blob/main/docker/emulate-s390x-with-qemu.md", "body": "I got [a bug report](https://github.com/simonw/sqlite-fts4/issues/6) concerning my [sqlite-fts4](https://github.com/simonw/sqlite-fts4) project running on PPC64 and s390x architectures.\n\nThe s390x is an [IBM mainframe architecture](https://en.wikipedia.org/wiki/Linux_on_IBM_Z), which I found glamorous!\n\nThe bug related to those machines being big-endian v.s. my software being tested on little-endian machines. My first attempt at fixing it (see [this TIL](https://til.simonwillison.net/python/struct-endianness)) turned out not to be correct. I really needed a way to test agaist an emulated s390x machine with big-endian byte order.\n\nI figured out how to do that using Docker for Mac and QEMU.\n\n## multiarch/qemu-user-static:register\n\nThis is the first command to run. It does something magical to your Docker installation:\n\n    docker run --rm --privileged multiarch/qemu-user-static:register --reset\n\nThe [qemu-user-static README](https://github.com/multiarch/qemu-user-static/blob/master/README.md) says:\n\n> `multiarch/qemu-user-static` and `multiarch/qemu-user-static:register` images execute the register script that registers below kind of `/proc/sys/fs/binfmt_misc/qemu-$arch` files for all supported processors except the current one in it when running the container.\n\nIt continues:\n\n> The `--reset` option is implemented at the register script that executes find `/proc/sys/fs/binfmt_misc -type f -name 'qemu-*' -exec sh -c 'echo -1 > {}' \\;` to remove `binfmt_misc` entry files before register the entry.\n\nI don't understand what this means. But running this command was essential for the next command to work.\n\n## multiarch/ubuntu-core:s390x-focal\n\nHaving run that command, the following command drops you into a shell in an emulated s390x machine running Ubuntu Focal:\n\n    docker run -it multiarch/ubuntu-core:s390x-focal /bin/bash\n\nUsing `-focal` gives you Python 3.8. I previously tried `s390x-bionic` but that gave me Python 3.6.\n\nYou don't actually get Python until you install it, like so:\n\n    apt-get -y update && apt-get -y install python3\n\nThis will take a while. I think it's slower because the hardware is being emulated.\n\nNow you can check the Python version and confirm that the byte order is big-endian like this:\n\n```\nroot@ea63e288ce49:/# python3 --version\nPython 3.8.10\nroot@ea63e288ce49:/# python3 -c 'import sys; print(sys.byteorder)'\nbig\n```\n\n## Doing this in GitHub Actions\n\nI figured out the [following recipe](https://github.com/simonw/playing-with-actions-2/blob/4408f8136b8b37160685e8961742eb11589b3f66/.github/workflows/qemu.yml) for running this in GitHub Actions.\n\nIn this example I'm cloning my `sqlite-fts4` repo and running the tests in it as well:\n\n```yaml\nname: QEMU to run s390x-focal\n\non:\n  push:\n  workflow_dispatch:\n\njobs:\n  one:\n    runs-on: ubuntu-latest\n    steps:\n    - name: Setup multiarch/qemu-user-static\n      run: |\n        docker run --rm --privileged multiarch/qemu-user-static:register --reset\n    - name: ubuntu-core:s390x-focal\n      uses: docker://multiarch/ubuntu-core:s390x-focal\n      with:\n        args: >\n          bash -c\n          \"uname -a &&\n          lscpu | grep Endian &&\n          apt-get -y update &&\n          apt-get -y install python3 git python3.8-venv &&\n          python3 --version &&\n          python3 -c 'import sys; print(sys.byteorder)' &&\n          git clone https://github.com/simonw/sqlite-fts4 &&\n          cd sqlite-fts4 &&\n          python3 -m venv venv &&\n          source venv/bin/activate &&\n          pip install -e '.[test]' &&\n          pytest\n          \"\n```", "html": "<p>I got <a href=\"https://github.com/simonw/sqlite-fts4/issues/6\">a bug report</a> concerning my <a href=\"https://github.com/simonw/sqlite-fts4\">sqlite-fts4</a> project running on PPC64 and s390x architectures.</p>\n<p>The s390x is an <a href=\"https://en.wikipedia.org/wiki/Linux_on_IBM_Z\" rel=\"nofollow\">IBM mainframe architecture</a>, which I found glamorous!</p>\n<p>The bug related to those machines being big-endian v.s. my software being tested on little-endian machines. My first attempt at fixing it (see <a href=\"https://til.simonwillison.net/python/struct-endianness\" rel=\"nofollow\">this TIL</a>) turned out not to be correct. I really needed a way to test agaist an emulated s390x machine with big-endian byte order.</p>\n<p>I figured out how to do that using Docker for Mac and QEMU.</p>\n<h2>\n<a id=\"user-content-multiarchqemu-user-staticregister\" class=\"anchor\" href=\"#multiarchqemu-user-staticregister\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>multiarch/qemu-user-static:register</h2>\n<p>This is the first command to run. It does something magical to your Docker installation:</p>\n<pre><code>docker run --rm --privileged multiarch/qemu-user-static:register --reset\n</code></pre>\n<p>The <a href=\"https://github.com/multiarch/qemu-user-static/blob/master/README.md\">qemu-user-static README</a> says:</p>\n<blockquote>\n<p><code>multiarch/qemu-user-static</code> and <code>multiarch/qemu-user-static:register</code> images execute the register script that registers below kind of <code>/proc/sys/fs/binfmt_misc/qemu-$arch</code> files for all supported processors except the current one in it when running the container.</p>\n</blockquote>\n<p>It continues:</p>\n<blockquote>\n<p>The <code>--reset</code> option is implemented at the register script that executes find <code>/proc/sys/fs/binfmt_misc -type f -name 'qemu-*' -exec sh -c 'echo -1 &gt; {}' \\;</code> to remove <code>binfmt_misc</code> entry files before register the entry.</p>\n</blockquote>\n<p>I don't understand what this means. But running this command was essential for the next command to work.</p>\n<h2>\n<a id=\"user-content-multiarchubuntu-cores390x-focal\" class=\"anchor\" href=\"#multiarchubuntu-cores390x-focal\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>multiarch/ubuntu-core:s390x-focal</h2>\n<p>Having run that command, the following command drops you into a shell in an emulated s390x machine running Ubuntu Focal:</p>\n<pre><code>docker run -it multiarch/ubuntu-core:s390x-focal /bin/bash\n</code></pre>\n<p>Using <code>-focal</code> gives you Python 3.8. I previously tried <code>s390x-bionic</code> but that gave me Python 3.6.</p>\n<p>You don't actually get Python until you install it, like so:</p>\n<pre><code>apt-get -y update &amp;&amp; apt-get -y install python3\n</code></pre>\n<p>This will take a while. I think it's slower because the hardware is being emulated.</p>\n<p>Now you can check the Python version and confirm that the byte order is big-endian like this:</p>\n<pre><code>root@ea63e288ce49:/# python3 --version\nPython 3.8.10\nroot@ea63e288ce49:/# python3 -c 'import sys; print(sys.byteorder)'\nbig\n</code></pre>\n<h2>\n<a id=\"user-content-doing-this-in-github-actions\" class=\"anchor\" href=\"#doing-this-in-github-actions\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Doing this in GitHub Actions</h2>\n<p>I figured out the <a href=\"https://github.com/simonw/playing-with-actions-2/blob/4408f8136b8b37160685e8961742eb11589b3f66/.github/workflows/qemu.yml\">following recipe</a> for running this in GitHub Actions.</p>\n<p>In this example I'm cloning my <code>sqlite-fts4</code> repo and running the tests in it as well:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">name</span>: <span class=\"pl-s\">QEMU to run s390x-focal</span>\n\n<span class=\"pl-ent\">on</span>:\n  <span class=\"pl-ent\">push</span>:\n  <span class=\"pl-ent\">workflow_dispatch</span>:\n\n<span class=\"pl-ent\">jobs</span>:\n  <span class=\"pl-ent\">one</span>:\n    <span class=\"pl-ent\">runs-on</span>: <span class=\"pl-s\">ubuntu-latest</span>\n    <span class=\"pl-ent\">steps</span>:\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Setup multiarch/qemu-user-static</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">        docker run --rm --privileged multiarch/qemu-user-static:register --reset</span>\n<span class=\"pl-s\"></span>    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">ubuntu-core:s390x-focal</span>\n      <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">docker://multiarch/ubuntu-core:s390x-focal</span>\n      <span class=\"pl-ent\">with</span>:\n        <span class=\"pl-ent\">args</span>: <span class=\"pl-s\">&gt;</span>\n<span class=\"pl-s\">          bash -c</span>\n<span class=\"pl-s\">          \"uname -a &amp;&amp;</span>\n<span class=\"pl-s\">          lscpu | grep Endian &amp;&amp;</span>\n<span class=\"pl-s\">          apt-get -y update &amp;&amp;</span>\n<span class=\"pl-s\">          apt-get -y install python3 git python3.8-venv &amp;&amp;</span>\n<span class=\"pl-s\">          python3 --version &amp;&amp;</span>\n<span class=\"pl-s\">          python3 -c 'import sys; print(sys.byteorder)' &amp;&amp;</span>\n<span class=\"pl-s\">          git clone https://github.com/simonw/sqlite-fts4 &amp;&amp;</span>\n<span class=\"pl-s\">          cd sqlite-fts4 &amp;&amp;</span>\n<span class=\"pl-s\">          python3 -m venv venv &amp;&amp;</span>\n<span class=\"pl-s\">          source venv/bin/activate &amp;&amp;</span>\n<span class=\"pl-s\">          pip install -e '.[test]' &amp;&amp;</span>\n<span class=\"pl-s\">          pytest</span>\n<span class=\"pl-s\">          \"</span></pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-07-29T19:44:50-07:00", "created_utc": "2022-07-30T02:44:50+00:00", "updated": "2022-07-29T19:44:50-07:00", "updated_utc": "2022-07-30T02:44:50+00:00", "shot_hash": "6069203118a27e680e662ef1f051a50c", "slug": "emulate-s390x-with-qemu"}, {"path": "docker_gdb-python-docker.md", "topic": "docker", "title": "Running gdb against a Python process in a running Docker container", "url": "https://github.com/simonw/til/blob/main/docker/gdb-python-docker.md", "body": "While investigating [Datasette issue #1268](https://github.com/simonw/datasette/issues/1268) I found myself with a Python process that was hanging, and I decided to try running `gdb` against it based on tips in [Debugging of CPython processes with gdb](https://www.podoliaka.org/2016/04/10/debugging-cpython-gdb/)\n\nHere's the recipe that worked:\n\n1. Find the Docker container ID using `docker ps` - in my case it was `16197781a7b5`\n2. Attach a new bash shell to that process in privileged mode (needed to get `gdb` to work): `docker exec --privileged -it 16197781a7b5 bash`\n3. Install `gdb` and the Python tooling for using it: `apt-get install gdb python3-dbg`\n4. Use `top` to find the pid of the running Python process that was hanging. It was `20` for me.\n5. Run `gdb /usr/bin/python3 -p 20` to launch `gdb` against that process\n6. In the `(gdb)` prompt run `py-bt` to see a backtrace.\n\nI'm sure there's lots more that can be done in `gdb` at this point, but that's how I got to a place where I could interact with the Python process that was running in the Docker container.", "html": "<p>While investigating <a href=\"https://github.com/simonw/datasette/issues/1268\">Datasette issue #1268</a> I found myself with a Python process that was hanging, and I decided to try running <code>gdb</code> against it based on tips in <a href=\"https://www.podoliaka.org/2016/04/10/debugging-cpython-gdb/\" rel=\"nofollow\">Debugging of CPython processes with gdb</a></p>\n<p>Here's the recipe that worked:</p>\n<ol>\n<li>Find the Docker container ID using <code>docker ps</code> - in my case it was <code>16197781a7b5</code>\n</li>\n<li>Attach a new bash shell to that process in privileged mode (needed to get <code>gdb</code> to work): <code>docker exec --privileged -it 16197781a7b5 bash</code>\n</li>\n<li>Install <code>gdb</code> and the Python tooling for using it: <code>apt-get install gdb python3-dbg</code>\n</li>\n<li>Use <code>top</code> to find the pid of the running Python process that was hanging. It was <code>20</code> for me.</li>\n<li>Run <code>gdb /usr/bin/python3 -p 20</code> to launch <code>gdb</code> against that process</li>\n<li>In the <code>(gdb)</code> prompt run <code>py-bt</code> to see a backtrace.</li>\n</ol>\n<p>I'm sure there's lots more that can be done in <code>gdb</code> at this point, but that's how I got to a place where I could interact with the Python process that was running in the Docker container.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-03-21T22:48:21-07:00", "created_utc": "2021-03-22T05:48:21+00:00", "updated": "2021-03-21T22:48:21-07:00", "updated_utc": "2021-03-22T05:48:21+00:00", "shot_hash": "7b9f40a0c261e3d630b151d72313cabc", "slug": "gdb-python-docker"}, {"path": "docker_pytest-docker.md", "topic": "docker", "title": "Run pytest against a specific Python version using Docker", "url": "https://github.com/simonw/til/blob/main/docker/pytest-docker.md", "body": "For [datasette issue #1802](https://github.com/simonw/datasette/issues/1802) I needed to run my `pytest` test suite using a specific version of Python 3.7.\n\nI decided to do this using Docker, using the official [python:3.7-buster](https://hub.docker.com/_/python/tags?page=1&name=3.7-buster) image.\n\nHere's the recipe that worked for me:\n```bash\ndocker run --rm -it -v `pwd`:/code \\\n  python:3.7-buster \\\n  bash -c \"cd /code && pip install -e '.[test]' && pytest\"\n```\n\nThis command runs interactively so I can see the output (the `-it` option).\n\nIt mounts the current directory (with my testable application in it - I ran this in the root of a `datasette` checkout) as the `/code` volume inside the container.\n\nThe `--rm` option ensures that the container used for the test will be deleted once the test has completed (not just stopped).\n\nIt then runs the following using `bash -c`:\n\n    cd /code && pip install -e '.[test]' && pytest\n\nThis installs my project's dependencies and test dependencies and then runs `pytest`.\n\nThe truncated output looks like this:\n```\n% docker run -it -v `pwd`:/code \\\n  python:3.7-buster \\\n  bash -c \"cd /code && pip install -e '.[test]' && pytest\"\nObtaining file:///code\n  Preparing metadata (setup.py) ... done\nCollecting asgiref>=3.2.10\n  Downloading asgiref-3.5.2-py3-none-any.whl (22 kB)\n...\nInstalling collected packages: rfc3986, mypy-extensions, iniconfig, zipp, typing-extensions, typed-ast, tomli, soupsieve, sniffio, six, PyYAML, pyparsing, pycparser, py, platformdirs, pathspec, mergedeep, MarkupSafe, itsdangerous, idna, hupper, h11, execnet, cogapp, certifi, attrs, aiofiles, python-multipart, packaging, Jinja2, janus, importlib-metadata, cffi, beautifulsoup4, asgiref, anyio, pluggy, pint, httpcore, cryptography, click, asgi-csrf, uvicorn, trustme, pytest, httpx, click-default-group-wheel, black, pytest-timeout, pytest-forked, pytest-asyncio, datasette, blacken-docs, pytest-xdist\n  Running setup.py develop for datasette\n...\n========================================================= test session starts ==========================================================\nplatform linux -- Python 3.7.13, pytest-7.1.3, pluggy-1.0.0\nSQLite: 3.27.2\nrootdir: /code, configfile: pytest.ini\nplugins: asyncio-0.19.0, anyio-3.6.1, timeout-2.1.0, xdist-2.5.0, forked-1.4.0\nasyncio: mode=strict\ncollected 1054 items                                                                                                                   \n\ntests/test_package.py ..                                                                                                         [  0%]\ntests/test_cli.py .                                                                                                              [  0%]\ntests/test_cli_serve_get.py ..                                                                                                   [  0%]\ntests/test_cli.py .                                                                                                              [  0%]\ntests/test_black.py .                                                                                                            [  0%]\ntests/test_api.py ..................................................                                                             [  5%]\n```", "html": "<p>For <a href=\"https://github.com/simonw/datasette/issues/1802\">datasette issue #1802</a> I needed to run my <code>pytest</code> test suite using a specific version of Python 3.7.</p>\n<p>I decided to do this using Docker, using the official <a href=\"https://hub.docker.com/_/python/tags?page=1&amp;name=3.7-buster\" rel=\"nofollow\">python:3.7-buster</a> image.</p>\n<p>Here's the recipe that worked for me:</p>\n<div class=\"highlight highlight-source-shell\"><pre>docker run --rm -it -v <span class=\"pl-s\"><span class=\"pl-pds\">`</span>pwd<span class=\"pl-pds\">`</span></span>:/code \\\n  python:3.7-buster \\\n  bash -c <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>cd /code &amp;&amp; pip install -e '.[test]' &amp;&amp; pytest<span class=\"pl-pds\">\"</span></span></pre></div>\n<p>This command runs interactively so I can see the output (the <code>-it</code> option).</p>\n<p>It mounts the current directory (with my testable application in it - I ran this in the root of a <code>datasette</code> checkout) as the <code>/code</code> volume inside the container.</p>\n<p>The <code>--rm</code> option ensures that the container used for the test will be deleted once the test has completed (not just stopped).</p>\n<p>It then runs the following using <code>bash -c</code>:</p>\n<pre><code>cd /code &amp;&amp; pip install -e '.[test]' &amp;&amp; pytest\n</code></pre>\n<p>This installs my project's dependencies and test dependencies and then runs <code>pytest</code>.</p>\n<p>The truncated output looks like this:</p>\n<pre><code>% docker run -it -v `pwd`:/code \\\n  python:3.7-buster \\\n  bash -c \"cd /code &amp;&amp; pip install -e '.[test]' &amp;&amp; pytest\"\nObtaining file:///code\n  Preparing metadata (setup.py) ... done\nCollecting asgiref&gt;=3.2.10\n  Downloading asgiref-3.5.2-py3-none-any.whl (22 kB)\n...\nInstalling collected packages: rfc3986, mypy-extensions, iniconfig, zipp, typing-extensions, typed-ast, tomli, soupsieve, sniffio, six, PyYAML, pyparsing, pycparser, py, platformdirs, pathspec, mergedeep, MarkupSafe, itsdangerous, idna, hupper, h11, execnet, cogapp, certifi, attrs, aiofiles, python-multipart, packaging, Jinja2, janus, importlib-metadata, cffi, beautifulsoup4, asgiref, anyio, pluggy, pint, httpcore, cryptography, click, asgi-csrf, uvicorn, trustme, pytest, httpx, click-default-group-wheel, black, pytest-timeout, pytest-forked, pytest-asyncio, datasette, blacken-docs, pytest-xdist\n  Running setup.py develop for datasette\n...\n========================================================= test session starts ==========================================================\nplatform linux -- Python 3.7.13, pytest-7.1.3, pluggy-1.0.0\nSQLite: 3.27.2\nrootdir: /code, configfile: pytest.ini\nplugins: asyncio-0.19.0, anyio-3.6.1, timeout-2.1.0, xdist-2.5.0, forked-1.4.0\nasyncio: mode=strict\ncollected 1054 items                                                                                                                   \n\ntests/test_package.py ..                                                                                                         [  0%]\ntests/test_cli.py .                                                                                                              [  0%]\ntests/test_cli_serve_get.py ..                                                                                                   [  0%]\ntests/test_cli.py .                                                                                                              [  0%]\ntests/test_black.py .                                                                                                            [  0%]\ntests/test_api.py ..................................................                                                             [  5%]\n</code></pre>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-09-05T16:23:06-07:00", "created_utc": "2022-09-05T23:23:06+00:00", "updated": "2022-09-06T10:51:25-07:00", "updated_utc": "2022-09-06T17:51:25+00:00", "shot_hash": "7b5c417fbdee6e3968459b3d0db5c6a9", "slug": "pytest-docker"}, {"path": "docker_test-fedora-in-docker.md", "topic": "docker", "title": "Testing things in Fedora using Docker", "url": "https://github.com/simonw/til/blob/main/docker/test-fedora-in-docker.md", "body": "I got [a report](https://twitter.com/peterjanes/status/1552407491819884544) of a bug with my [s3-ocr tool](https://simonwillison.net/2022/Jun/30/s3-ocr/) running on Fedora.\n\nI attempted to replicate the bug in a Fedora container using Docker, by running this command:\n\n```\ndocker run -it fedora:latest /bin/bash\n```\nThis downloaded [the official image](https://hub.docker.com/_/fedora) and dropped me into a Bash shell.\n\nIt turns out Fedora won't let you run `pip install` with its default Python 3 without first creating a virtual environment:\n\n```\n[root@d1146e0061d1 /]# python3 -m pip install s3-ocr\n/usr/bin/python3: No module named pip\n[root@d1146e0061d1 /]# python3 -m venv project_venv\n[root@d1146e0061d1 /]# source project_venv/bin/activate\n(project_venv) [root@d1146e0061d1 /]# python -m pip install s3-ocr\nCollecting s3-ocr\n  Downloading s3_ocr-0.5-py3-none-any.whl (14 kB)\nCollecting sqlite-utils\n  ...\n```\nHaving done that I could test out my `s3-ocr` command like so:\n\n```\n(project_venv) [root@d1146e0061d1 /]# s3-ocr start --help\nUsage: s3-ocr start [OPTIONS] BUCKET [KEYS]...\n\n  Start OCR tasks for PDF files in an S3 bucket\n\n      s3-ocr start name-of-bucket path/to/one.pdf path/to/two.pdf\n  ...\n```", "html": "<p>I got <a href=\"https://twitter.com/peterjanes/status/1552407491819884544\" rel=\"nofollow\">a report</a> of a bug with my <a href=\"https://simonwillison.net/2022/Jun/30/s3-ocr/\" rel=\"nofollow\">s3-ocr tool</a> running on Fedora.</p>\n<p>I attempted to replicate the bug in a Fedora container using Docker, by running this command:</p>\n<pre><code>docker run -it fedora:latest /bin/bash\n</code></pre>\n<p>This downloaded <a href=\"https://hub.docker.com/_/fedora\" rel=\"nofollow\">the official image</a> and dropped me into a Bash shell.</p>\n<p>It turns out Fedora won't let you run <code>pip install</code> with its default Python 3 without first creating a virtual environment:</p>\n<pre><code>[root@d1146e0061d1 /]# python3 -m pip install s3-ocr\n/usr/bin/python3: No module named pip\n[root@d1146e0061d1 /]# python3 -m venv project_venv\n[root@d1146e0061d1 /]# source project_venv/bin/activate\n(project_venv) [root@d1146e0061d1 /]# python -m pip install s3-ocr\nCollecting s3-ocr\n  Downloading s3_ocr-0.5-py3-none-any.whl (14 kB)\nCollecting sqlite-utils\n  ...\n</code></pre>\n<p>Having done that I could test out my <code>s3-ocr</code> command like so:</p>\n<pre><code>(project_venv) [root@d1146e0061d1 /]# s3-ocr start --help\nUsage: s3-ocr start [OPTIONS] BUCKET [KEYS]...\n\n  Start OCR tasks for PDF files in an S3 bucket\n\n      s3-ocr start name-of-bucket path/to/one.pdf path/to/two.pdf\n  ...\n</code></pre>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-07-27T15:41:43-07:00", "created_utc": "2022-07-27T22:41:43+00:00", "updated": "2022-07-27T15:41:43-07:00", "updated_utc": "2022-07-27T22:41:43+00:00", "shot_hash": "5a2832241e5fe9b2ff76ad09099e73ae", "slug": "test-fedora-in-docker"}, {"path": "duckdb_parquet.md", "topic": "duckdb", "title": "Using DuckDB in Python to access Parquet data", "url": "https://github.com/simonw/til/blob/main/duckdb/parquet.md", "body": "Did a quick experiment with [DuckDB](https://duckdb.org/) today, inspired by the [bmschmidt/hathi-binary](https://github.com/bmschmidt/hathi-binary) repo.\n\nThat repo includes 3GB of data in 68 parquet files. Those files are 45MB each.\n\nDuckDB can run queries against Parquet data _really fast_.\n\nI checked out the repo like this:\n\n    cd /tmp\n    git clone https://github.com/bmschmidt/hathi-binary\n    cd hathi-binary\n\nTo install it:\n\n    pip install duckdb\n\nThen in a Python console:\n\n```pycon\n>>> import duckdb\n>>> db = duckdb.connect() # No need to pass a file name, we will use a VIEW\n>>> db.execute(\"CREATE VIEW hamming AS SELECT * FROM parquet_scan('parquet/*.parquet')\")\n<duckdb.DuckDBPyConnection object at 0x110eab530>\n>>> db.execute(\"select count(*) from hamming\").fetchall()\n[(17123746,)]\n>>> db.execute(\"select sum(A), sum(B), sum(C) from hamming\").fetchall()\n[(19478990546114240096822710, 16303362475198894881395004, 43191807707832192976154883)]\n```\nThere are 17,123,746 records in the 3GB of Parquet data.\n\nI switched to iPython so I could time a query. First I ran a query to see what a record looks like, using `.df().to_dict()` to convert the result into a DataFrame and then a Python dictionary:\n\n```\nIn [17]: db.execute(\"select * from hamming limit 1\").df().to_dict()\nOut[17]: \n{'htid': {0: 'uc1.b3209520'},\n 'A': {0: -3968610387004385723},\n 'B': {0: 7528965001168362882},\n 'C': {0: 5017761927246436345},\n 'D': {0: 2866021664979717155},\n 'E': {0: -8718458467632335109},\n 'F': {0: 3783827906913154091},\n 'G': {0: -883843087282811188},\n 'H': {0: 4045142741717613284},\n 'I': {0: -9144138405661797607},\n 'J': {0: 3285280333149952194},\n 'K': {0: -3352555231043531556},\n 'L': {0: 2071206943103704211},\n 'M': {0: -5859914591541496612},\n 'N': {0: -4209182319449999971},\n 'O': {0: 2040176595216801886},\n 'P': {0: 860910514658882647},\n 'Q': {0: 3505065119653024843},\n 'R': {0: -3110594979418944378},\n 'S': {0: -8591743965043807123},\n 'T': {0: -3262129165685658773}}\n```\nThen I timed an aggregate query using `%time`:\n```\nIn [18]: %time db.execute(\"select sum(A), sum(B), sum(C) from hamming\").fetchall()\nCPU times: user 1.13 s, sys: 488 ms, total: 1.62 s\nWall time: 206 ms\nOut[18]: \n[(19478990546114240096822710,\n  16303362475198894881395004,\n  43191807707832192976154883)]\n```\n206ms to sum three columns across 17 million records is pretty fast!", "html": "<p>Did a quick experiment with <a href=\"https://duckdb.org/\" rel=\"nofollow\">DuckDB</a> today, inspired by the <a href=\"https://github.com/bmschmidt/hathi-binary\">bmschmidt/hathi-binary</a> repo.</p>\n<p>That repo includes 3GB of data in 68 parquet files. Those files are 45MB each.</p>\n<p>DuckDB can run queries against Parquet data <em>really fast</em>.</p>\n<p>I checked out the repo like this:</p>\n<pre><code>cd /tmp\ngit clone https://github.com/bmschmidt/hathi-binary\ncd hathi-binary\n</code></pre>\n<p>To install it:</p>\n<pre><code>pip install duckdb\n</code></pre>\n<p>Then in a Python console:</p>\n<div class=\"highlight highlight-text-python-console\"><pre>&gt;&gt;&gt; <span class=\"pl-k\">import</span> duckdb\n&gt;&gt;&gt; db <span class=\"pl-k\">=</span> duckdb.connect() <span class=\"pl-c\"><span class=\"pl-c\">#</span> No need to pass a file name, we will use a VIEW</span>\n&gt;&gt;&gt; db.execute(<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>CREATE VIEW hamming AS SELECT * FROM parquet_scan('parquet/*.parquet')<span class=\"pl-pds\">\"</span></span>)\n&lt;duckdb.DuckDBPyConnection object at 0x110eab530&gt;\n&gt;&gt;&gt; db.execute(<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>select count(*) from hamming<span class=\"pl-pds\">\"</span></span>).fetchall()\n[(17123746,)]\n&gt;&gt;&gt; db.execute(<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>select sum(A), sum(B), sum(C) from hamming<span class=\"pl-pds\">\"</span></span>).fetchall()\n[(19478990546114240096822710, 16303362475198894881395004, 43191807707832192976154883)]</pre></div>\n<p>There are 17,123,746 records in the 3GB of Parquet data.</p>\n<p>I switched to iPython so I could time a query. First I ran a query to see what a record looks like, using <code>.df().to_dict()</code> to convert the result into a DataFrame and then a Python dictionary:</p>\n<pre><code>In [17]: db.execute(\"select * from hamming limit 1\").df().to_dict()\nOut[17]: \n{'htid': {0: 'uc1.b3209520'},\n 'A': {0: -3968610387004385723},\n 'B': {0: 7528965001168362882},\n 'C': {0: 5017761927246436345},\n 'D': {0: 2866021664979717155},\n 'E': {0: -8718458467632335109},\n 'F': {0: 3783827906913154091},\n 'G': {0: -883843087282811188},\n 'H': {0: 4045142741717613284},\n 'I': {0: -9144138405661797607},\n 'J': {0: 3285280333149952194},\n 'K': {0: -3352555231043531556},\n 'L': {0: 2071206943103704211},\n 'M': {0: -5859914591541496612},\n 'N': {0: -4209182319449999971},\n 'O': {0: 2040176595216801886},\n 'P': {0: 860910514658882647},\n 'Q': {0: 3505065119653024843},\n 'R': {0: -3110594979418944378},\n 'S': {0: -8591743965043807123},\n 'T': {0: -3262129165685658773}}\n</code></pre>\n<p>Then I timed an aggregate query using <code>%time</code>:</p>\n<pre><code>In [18]: %time db.execute(\"select sum(A), sum(B), sum(C) from hamming\").fetchall()\nCPU times: user 1.13 s, sys: 488 ms, total: 1.62 s\nWall time: 206 ms\nOut[18]: \n[(19478990546114240096822710,\n  16303362475198894881395004,\n  43191807707832192976154883)]\n</code></pre>\n<p>206ms to sum three columns across 17 million records is pretty fast!</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-09-16T19:47:28-07:00", "created_utc": "2022-09-17T02:47:28+00:00", "updated": "2022-09-16T19:47:28-07:00", "updated_utc": "2022-09-17T02:47:28+00:00", "shot_hash": "d353e1d0386aa26d77be763d6400c173", "slug": "parquet"}, {"path": "electron_electrion-auto-update.md", "topic": "electron", "title": "Configuring auto-update for an Electron app", "url": "https://github.com/simonw/til/blob/main/electron/electrion-auto-update.md", "body": "This is _almost_ really simple. I used [electron/update-electron-app](https://github.com/electron/update-electron-app) for it, the instructions for which are:\n\n- Add it to `packages.json` with `npm i update-electron-app`\n- Make sure your `\"repository\"` field in that file points to your GitHub repository\n- Use GitHub releases to release signed versions of your application\n- Add `require('update-electron-app')()` somewhere in your `main.js`\n\nI added this... and it didn't work ([#106](https://github.com/simonw/datasette-app/issues/106)).\n\nThen I spotted [this recipe](https://github.com/electron/update.electronjs.org#manual-setup) in the manual setup instructions for the `update.electronjs.org` server that it uses:\n\n```javascript\nconst server = 'https://update.electronjs.org'\nconst feed = `${server}/OWNER/REPO/${process.platform}-${process.arch}/${app.getVersion()}`\n```\nI ran that in the Electron debugger, swapping in `simonw/datasette-app` as the `OWNER/REPO` and got this URL:\n\n`https://update.electronjs.org/simonw/datasette-app/darwin-x64/0.2.0`\n\nWhich returned this:\n\n> `No updates found (needs asset matching *{mac,darwin,osx}*.zip in public repository)`\n\nIt turns out your asset filename needs to match that pattern!\n\nI renamed the asset I was attaching to the release to `Datasette-mac.app.zip` and the auto-update mechanism started working instantly.\n\n## How it works\n\nThat update URL is interesting. If you hit it with the most recent version of the software (`0.2.1` at time of writing) you get this:\n\n```\n~ % curl -i 'https://update.electronjs.org/simonw/datasette-app/darwin-x64/0.2.1'\nHTTP/1.1 204 No Content\nServer: Cowboy\nContent-Length: 0\nConnection: keep-alive\nDate: Tue, 14 Sep 2021 03:54:47 GMT\nVia: 1.1 vegur\n```\nBut if you tell it you are running a previous version you get this instead:\n\n```\n~ % curl -i 'https://update.electronjs.org/simonw/datasette-app/darwin-x64/0.2.0'\nHTTP/1.1 200 OK\nServer: Cowboy\nConnection: keep-alive\nContent-Type: application/json\nDate: Tue, 14 Sep 2021 03:55:19 GMT\nContent-Length: 740\nVia: 1.1 vegur\n\n{\"name\":\"0.2.1\",\"notes\":\"- Fixed bug where application would not start without a working internet connection. [#115](https://github.com/simonw/datasette-app/issues/115)\\r\\n- The \\\"Debug -> Open Chromium DevTools\\\" menu item no longer shows an error if no windows are focused. [#113](https://github.com/simonw/datasette-app/issues/113)\\r\\n- Fixed bug where the `datasette-leaflet` plugin could be uninstalled despite being automatically re-installed. [#118](https://github.com/simonw/datasette-app/issues/118)\\r\\n- Time limit for facet calculations increased from 1 second to 3 seconds. [#114](https://github.com/simonw/datasette-app/issues/114)\",\"url\":\"https://github.com/simonw/datasette-app/releases/download/0.2.1/Datasette-mac.app.zip\"}\n```\nWhich pretty-prints to:\n\n```json\n{\n  \"name\": \"0.2.1\",\n  \"notes\": \"- Fixed bug where application would not start without a working internet connection. [#115](https://github.com/simonw/datasette-app/issues/115)\\r\\n- The \\\"Debug -> Open Chromium DevTools\\\" menu item no longer shows an error if no windows are focused. [#113](https://github.com/simonw/datasette-app/issues/113)\\r\\n- Fixed bug where the `datasette-leaflet` plugin could be uninstalled despite being automatically re-installed. [#118](https://github.com/simonw/datasette-app/issues/118)\\r\\n- Time limit for facet calculations increased from 1 second to 3 seconds. [#114](https://github.com/simonw/datasette-app/issues/114)\",\n  \"url\": \"https://github.com/simonw/datasette-app/releases/download/0.2.1/Datasette-mac.app.zip\"\n}\n```", "html": "<p>This is <em>almost</em> really simple. I used <a href=\"https://github.com/electron/update-electron-app\">electron/update-electron-app</a> for it, the instructions for which are:</p>\n<ul>\n<li>Add it to <code>packages.json</code> with <code>npm i update-electron-app</code>\n</li>\n<li>Make sure your <code>\"repository\"</code> field in that file points to your GitHub repository</li>\n<li>Use GitHub releases to release signed versions of your application</li>\n<li>Add <code>require('update-electron-app')()</code> somewhere in your <code>main.js</code>\n</li>\n</ul>\n<p>I added this... and it didn't work (<a href=\"https://github.com/simonw/datasette-app/issues/106\">#106</a>).</p>\n<p>Then I spotted <a href=\"https://github.com/electron/update.electronjs.org#manual-setup\">this recipe</a> in the manual setup instructions for the <code>update.electronjs.org</code> server that it uses:</p>\n<div class=\"highlight highlight-source-js\"><pre><span class=\"pl-k\">const</span> <span class=\"pl-s1\">server</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s\">'https://update.electronjs.org'</span>\n<span class=\"pl-k\">const</span> <span class=\"pl-s1\">feed</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s\">`<span class=\"pl-s1\"><span class=\"pl-kos\">${</span><span class=\"pl-s1\">server</span><span class=\"pl-kos\">}</span></span>/OWNER/REPO/<span class=\"pl-s1\"><span class=\"pl-kos\">${</span><span class=\"pl-s1\">process</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">platform</span><span class=\"pl-kos\">}</span></span>-<span class=\"pl-s1\"><span class=\"pl-kos\">${</span><span class=\"pl-s1\">process</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">arch</span><span class=\"pl-kos\">}</span></span>/<span class=\"pl-s1\"><span class=\"pl-kos\">${</span><span class=\"pl-s1\">app</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">getVersion</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">}</span></span>`</span></pre></div>\n<p>I ran that in the Electron debugger, swapping in <code>simonw/datasette-app</code> as the <code>OWNER/REPO</code> and got this URL:</p>\n<p><code>https://update.electronjs.org/simonw/datasette-app/darwin-x64/0.2.0</code></p>\n<p>Which returned this:</p>\n<blockquote>\n<p><code>No updates found (needs asset matching *{mac,darwin,osx}*.zip in public repository)</code></p>\n</blockquote>\n<p>It turns out your asset filename needs to match that pattern!</p>\n<p>I renamed the asset I was attaching to the release to <code>Datasette-mac.app.zip</code> and the auto-update mechanism started working instantly.</p>\n<h2>\n<a id=\"user-content-how-it-works\" class=\"anchor\" href=\"#how-it-works\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>How it works</h2>\n<p>That update URL is interesting. If you hit it with the most recent version of the software (<code>0.2.1</code> at time of writing) you get this:</p>\n<pre><code>~ % curl -i 'https://update.electronjs.org/simonw/datasette-app/darwin-x64/0.2.1'\nHTTP/1.1 204 No Content\nServer: Cowboy\nContent-Length: 0\nConnection: keep-alive\nDate: Tue, 14 Sep 2021 03:54:47 GMT\nVia: 1.1 vegur\n</code></pre>\n<p>But if you tell it you are running a previous version you get this instead:</p>\n<pre><code>~ % curl -i 'https://update.electronjs.org/simonw/datasette-app/darwin-x64/0.2.0'\nHTTP/1.1 200 OK\nServer: Cowboy\nConnection: keep-alive\nContent-Type: application/json\nDate: Tue, 14 Sep 2021 03:55:19 GMT\nContent-Length: 740\nVia: 1.1 vegur\n\n{\"name\":\"0.2.1\",\"notes\":\"- Fixed bug where application would not start without a working internet connection. [#115](https://github.com/simonw/datasette-app/issues/115)\\r\\n- The \\\"Debug -&gt; Open Chromium DevTools\\\" menu item no longer shows an error if no windows are focused. [#113](https://github.com/simonw/datasette-app/issues/113)\\r\\n- Fixed bug where the `datasette-leaflet` plugin could be uninstalled despite being automatically re-installed. [#118](https://github.com/simonw/datasette-app/issues/118)\\r\\n- Time limit for facet calculations increased from 1 second to 3 seconds. [#114](https://github.com/simonw/datasette-app/issues/114)\",\"url\":\"https://github.com/simonw/datasette-app/releases/download/0.2.1/Datasette-mac.app.zip\"}\n</code></pre>\n<p>Which pretty-prints to:</p>\n<div class=\"highlight highlight-source-json\"><pre>{\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>name<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>0.2.1<span class=\"pl-pds\">\"</span></span>,\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>notes<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>- Fixed bug where application would not start without a working internet connection. [#115](https://github.com/simonw/datasette-app/issues/115)<span class=\"pl-cce\">\\r\\n</span>- The <span class=\"pl-cce\">\\\"</span>Debug -&gt; Open Chromium DevTools<span class=\"pl-cce\">\\\"</span> menu item no longer shows an error if no windows are focused. [#113](https://github.com/simonw/datasette-app/issues/113)<span class=\"pl-cce\">\\r\\n</span>- Fixed bug where the `datasette-leaflet` plugin could be uninstalled despite being automatically re-installed. [#118](https://github.com/simonw/datasette-app/issues/118)<span class=\"pl-cce\">\\r\\n</span>- Time limit for facet calculations increased from 1 second to 3 seconds. [#114](https://github.com/simonw/datasette-app/issues/114)<span class=\"pl-pds\">\"</span></span>,\n  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>url<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>https://github.com/simonw/datasette-app/releases/download/0.2.1/Datasette-mac.app.zip<span class=\"pl-pds\">\"</span></span>\n}</pre></div>\n", "shot": {"$base64": true, "encoded": 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MMZ3hAIQxxhhjjDGmMxyAMMYYY4wxxnSGAxDGGGOMMcaYznAAwhhjjDHGGNMZDkAYY4wxxhhjOsMBCGOMMcYYY0xnOABhjDHGGGOM6QwHIIwxxhhjjDGd4QCEMcYYY4wxpjMcgDDGGGOMMcZ0hgMQxhhjjDHGmM5wAMIYY4wxxhjTGQ5AGGOMMcYYYzrDAQhjjDHGGGNMZzgAYYwxxhhjjOkMByCMMcYYY4wxneEApAaUSiWCg4PRuXNnNGzYEHp6emjUqBEA4ObNm2jbti1sbW2xbdu2Oi5pxRYsWABLS0sEBgYiOzu7rovDnqP79++jefPmkEgkwt+mTZvquliVyszMxNy5c9G6dWuYmppCJpNh+PDhdV2sF8ovv/wCU1NT0brPycmp62Ixxhj7D6t3AUhhYSF27NiBN954Ax4eHrCysoK+vj4aNmwId3d3+Pv745133kFwcHCdNZrHjBmDd955ByEhIRg6dCh+++03pKWlAQCWL1+OqKgoPH78GLNnz66T8lXFkydP8MUXXyArKwt///03du7cWddFYs+Ro6Mj4uLi6roY1ZKTk4NOnTrh66+/xvXr1/Htt99i9uzZwr72X7FgwQIYGBiIAojK/jp27CjMP3bsWGzevLkOl4AxxhgTk9V1AbT9888/GDt2LO7cuQMAaNeuHT777DO0adMG+vr6SExMxMWLF7FlyxYEBwejbdu28PX11WkZo6KisH37duH7//73Pzg4OODhw4cAAC8vL2FcmzZtdFq26rC0tISTkxOSk5MhkUhE5f6vICJ89913KCwsxIIFC+q6OC+c511/GzduFIKmli1bYurUqcjOzsbvv/9e63nVZ4sXL8bnn3+Ot99+Gxs3bhSGr127FnZ2dqJpiQirV6+uN0Hajh07EBMTg0mTJsHJyamui8MYY6yeqDcByMWLF9GnTx/k5+cDAKZMmYKVK1dCT6/4Ik23bt0wZswYfPLJJ2jUqBEUCoXOyxkWFiZ8lkgkQter9957D4C63HZ2drh//z7Gjx+v8/JVlUwmw/nz57Fr1y506tQJfn5+dV0kndu+fTtmz54NQ0NDDkBq4HnXn/a+5uDgAAAwNzfHhAkTaj2v+k4qlcLExEQ0rG/fvmjWrFmpaW/evIldu3bpqmjlSkhIwPjx4yGXy9G/f38OQBhjjAnqRQCiUCgwbtw4Ifhwd3fHsmXLRMGHNnt7ezRq1AhFRUW6LCYAIC8vT/isp6cHiURSapqhQ4dWO93r16/jm2++Qbdu3fD2228/UxmrqkmTJvjggw90klddLF9F5HI55s2bV9fF0CmpVAqJRAIieua0dFF/2vuaTFYvDlUvhM6dO+PGjRt1XQzMmzcPcrm8rovBGGOsPqJ6YPfu3QRA+Pv2228rnefSpUuUlpYmGqZUKmn16tXk5+dHFhYWpK+vT05OTjR27Fi6ceOGMN3Dhw/JyspKlOfq1avp7bffpkaNGhEAsrS0pEGDBtGdO3eIiCg7O5t69uxJhoaGovk0fxcuXKCZM2eSnp6eMMzV1VVUvuTkZJoxYwa1b9+eGjZsSAYGBuTs7EwdO3YkiURCHh4elJOTQ3v27CFjY2NR+klJSURE9NNPP5FUKhWGN23aVEj/o48+IolEIpovMzOTioqK6Mcff6RmzZqRk5MTJSQkUMOGDUXT/fLLL0REdPDgQdEyymQyOnToEA0aNIgsLCwIANnb29PUqVMpPz+/RstXme+//568vb3J0tKSJBIJSSQSsrGxoYCAANq+fbswXU3r6f/+7//I2tq6zPV45MgRYbrY2FgaP348NWnShAwMDMjCwoJ8fX1pxYoVpFQqK10ODV9fX1EeEydOJCIihUJB9vb2onEbN24kIqLp06eTTCYThjdp0oSGDBlCjo6OJJPJyNzcnPz9/Wnv3r1l5hkaGkpDhw4lOzs7kslkZGVlRZ07dxbViSYvIqJ79+5Rr169hGUFQEZGRuTi4kJTp06l+/fvV7v+Ll++TEOHDiV7e3syMDAgJycnGjhwIF29erXC+rp8+TK1b9++1LYMgAwNDYXpqrq/p6SkkLm5uSidmTNnEhHR9evX6dVXXyUjIyMKDg6usFzHjh2jLl26kJ2dnVCPFhYW1KZNG/riiy+oqKhImLZr166i/KZNm0afffYZtWzZkvT09MjQ0JA6duxIJ0+erDBPbVOnThWlqTk2VcWuXbtE82ZnZ4vGb9++nbp3706WlpZkZGRErq6uNHHiRHr06FGptE6dOiWsV8221bJlS3rllVcoLy+PgoODycXFpcztY/bs2bRv3z7S19cXDd+/fz8RER06dIg6duxIUqmU4uLiiOj5HtcrU9V1fvPmTbKzsxPlPXjwYGrfvj2ZmZmRvr4+OTs70//93/9RamqqkH779u1F8/j5+VH37t3J2tqapFIp2djY0GuvvUYRERFVXteMMfYiqBcByDvvvCM6CJ87d65G6YwaNUpIY8WKFXT+/Hny8vIiAGRubk6hoaHCtHl5eaI8u3fvTmvWrKFVq1aJTiQBAQFEpG4shoWF0fz584VxUqmUwsLCKCwsjHJzc4mI6OOPPy4zAImLiyMbGxvhJLhv3z46ceIENW/eXJh++fLlwvSHDx8us2FNRDRv3rwyG9ZE6sab9nzh4eEUEBAgfG/cuHGZy68JQMrK+80336RNmzbRwoULRY3ihQsX1nj5KjJixAhq06YN7d27l1JSUuj48eNkZGQkpKMdhNSknqKjo2nOnDnCOAMDA2E9ZmVlERFRSEiI0Gj18fGhy5cv09dffy3M88Ybb1RpWTQ6d+5cKgAhIiosLCwzACEiWrRokTDcwsKCLly4QPn5+XTt2jVydnYWxm3YsEGU1+HDh4Ugwtramnbu3ElXrlyh33//vdy8YmJiCADNnTuXIiMjKSUlhYYNGyZM26ZNG6GxVZX6O3r0qNDIfOONN+jChQvCvmhhYVFhAzAjI4PCwsKoX79+Qh6+vr4UFhYmaohVZ39XKpU0aNAgYfpJkybRli1bRMF2ZQHI6tWrydramlatWkW3b9+m2NhY8vDwEOafMmVKuevcxcWFvvvuO9q0aZNouJWVFT158qTCfDUqC0A+/fRTGj16dJnzVhSAfPLJJ8Lw7777jo4ePSrsb+3atSOFQiFM+9VXXwmBobe3Nx06dIjOnz9PEydOJACUnp5Od+/eLfWj0pYtWygsLEwIZAsKCkTBwubNm2n69OmieTQByPM8rlemuutcO8CfPHkyPXjwgHJzc2nBggXCcE9PT+F8QUQUGBgoCkBiY2NJLpfTvn37hOOtqakpRUVFVanMjDH2IqgXAUjPnj1FJ43ExMRqp3Ho0CFh/latWgnDf/nlF9HBXSM/P7/cBviqVauE4RKJRHSyWL16tSgAKWn27NllBiDjxo0TNeg1li5dKgxv166dMPzIkSPlNqy1g6CSAUhUVJRoPkdHR/L09KT58+fTe++9JwQgFS1/RXkPHz5c1Cis6fJVZMSIEbRjxw7RsMGDBwvp9O3b95nrafny5cI47V/VNTp16iSM37lzpzDc1dVVGH706NEqLQ+R+CqIdgBSVFRUpQDE3t5elN6yZctE4zTBQWFhITk4OAjj1q1bV6W8YmJiyNPTU5TH1atXRdOfP3++SvWnVCqpWbNmwviYmBgiIlq4cKEwbPbs2ZXW2YgRI4TpAwMDReOqu78TEQUFBQnjHBwcyNjYmIYPH04rV66kpk2bVikAeffdd0XDtLdvIyMjUqlUwrjy1nl0dLSoXrWvGlWkZABy/fp1ys7OFv4GDx5c7QAkLi5OuGqrvY1p/2ihKd+FCxeEYQYGBqLjdFpaGunp6VF6ejoRlT4OXbhwoVSZtK/COjo6kq2tLU2dOpV++ukn0tPTo7i4OJ0d18tT3XWuHYCsXr1aGF5UVCQKgJYtWyaM0w5ARowYIcpr6NChwrihQ4dWWl7GGHtR1IuO1RkZGaLvpqam1U5j9+7dwudWrVoJn1u3bi18vnjxIpKSktCkSZMK03J3dxc+ExEePHgAV1fXapdJ27Vr14TPmhtqAaBx48bC5+fRb3vevHmYOnUqAKCgoABRUVHPlJ523dy7d0/4XJvLt3DhwlI312pu9gfU74Z4nu7evYuQkBDhe8nt6datWwCAnTt3ol+/fs+1LOXx9/cXPj98+BARERHw8fHByZMn8eDBA2HckCFDqpSes7OzaB8CxHUOVL3er169ioSEBFHaAGBtbS0M077BvCaedX+3srJCWFgY7O3tAQAqlarUTd4lDR48GIMHDxYN066jgoICyOVyGBkZVZiO9j4EiPej6ijryXWjR4+uVhr79u2DSqUCULyegNLrqn///li9erUwLDAwUDS9lZUVlixZUumyl6dHjx7YsGEDDA0NAajXnUwmq/Pjem2tc5lMBj8/Pxw4cAAAcOzYMUyfPr3CeQD1fr5nzx4AwPHjx0FEZd53yBhjL5p6EYCYmZmJvmtuRq+O2NhY4bOlpaXwWftECgDR0dGVnqhK3vxOtXDTro2NjfBZ+xGZjx8/Fj47Ojo+cz4l+fj4CJ+NjIzw999/P1N62nWjXS+1uXzaDQ0NXZ50tbcloPztKTo6GgCwZcsWvPXWW6XScXNze243A5esyzt37sDHxwcRERHCMDMzM9ja2lYpPRMTk1L1XtM6j4mJEX0v6weFrKysGqWt8az7e5MmTYTgAwCmTZtWaZ5lbb81qaPaOr7s2rVL1BiuyZPItNdVSEhImcujWVfaQbl2AKDx/vvvVzt/jTZt2gjBBwDhJa51fVyvrXVeMi3No+arM09WVhaePHkiOtYyxtiLql4EIG5ubjh79qzwPTExsdqPbMzNzRU+az8xR19fXzRdXb28cNSoUTh27BgAYP/+/Zg9ezbMzMzw888/C9PMmjWrTspWG2pz+Xbv3o19+/YhKioKmZmZKCgoeOYGa3Vob0tA+duTZltSqVRQKpWl0nmej4kuuV1rnjakfZXC2Ni4yuklJydj3bp1OHXqFB4+fIjs7Owal79k/V29erVUo60mVznLy0NX+/vly5fxyy+/4MKFC0hPT0deXl6NfiypLR07dhRdKZwyZUq1r6Zo12OHDh1E+6uGJlBLT08Xhj3r+ququj6u1+Y61y5zVZ8OVt5+zhhjL7p6EYAMGDBA9IKtM2fOoGvXrhXOs3btWtjY2CAoKAiA+CqK9uN5Sz6q19zcvDaKXG0TJkxAYmIivvrqKzx48ADNmzcXxrVp0wYff/wxxowZUydlqw21tXyLFi3CwoULAai7b23cuBFeXl6YO3cutmzZ8tzKr63kFbnytifNtjRhwgSdv5uiZCNf84uwdsNQ+zG2FUlNTUXHjh2Fl2lOnz4d06dPR0FBAdq2bVvtspWsv5YtW9Z6g1XX+/upU6fQu3dvKJVK6OnpITg4GIGBgTh69CimTJlSK3k8q5EjRwqfs7Ky8PDhQ7Ro0aLCebTrUU9PD+3atSt3WgsLC6SkpAAo3W32eanL43ptr3PtfbbkFZyqzCORSNCgQYNq58sYY/VR2S/a0LHXXntN1P1j7dq1lf7KtH37dtHleQ8PD+GzdhegR48eiearyzd+9+jRAxKJBNeuXUN8fDxu3bqF7OxsREZGlmqcl/zFWNNPuz6rzvKVZ+3atcLnyZMno0+fPnB0dCz31/znUU/a2xJQ/vZUnW1Ju5y1UUbtLhwSiURoOGo3OHNzc4UGY0X2798vBB8GBgZYunQpWrRoUeXuWyWVrL+SXbJqg6739/Xr1wtXuXr06IG33noLTZs2FXULqk+Cg4MxefLkSqfTrse4uLgyr+RpeHt7C5+1u/o9T3V5XK/tda69z7Zv377a8zyPQJ4xxupKvQhApFIptm/fLvy6k5iYiEmTJpXbBSQvLw/R0dGiS/Kvv/668Fn7hmjtE6Wvr2+dvY03PDwcgwcPRkFBAa5du4ZmzZrBxcWl1K/FGiVvAI6Pj9dFMWusustXHu1fNqsyb03rSTubC+uGAAAgAElEQVTtwsJCUcDr5OQEX19f4bv29hQZGSl81t7mqlPO2liXf/75p/C5T58+wo3/vXv3FgVrVXkjtnadGxkZVemlfxXVn4+Pj+jm3s2bN1eaXnXpen+v7nZZ186ePVulqwJBQUGQSqUA1N339u3bV+602vc5nTp1CufPny932pJ1VNMrJnV5XK/NdZ6ZmYmLFy8K38eNG1el+bT38/Hjxz9TGRhjrD6pF12wAHU3nQsXLmDs2LEIDQ3Ftm3bEB4ejsmTJ6Ndu3YwNjbGo0ePcP78eWzatAmPHj0SNZT69++PUaNG4bfffkN8fDxWrVqFTp06YenSpQDU3QdWrVolTF/yBkTt7xWNK/nrtUqlKvfGbO3Pq1atEu5j0O4qAai7Dzg7O2PUqFH48MMPYWRkBA8PDzg5OSE5ORkA8N5772H27NnIzs7GwYMHK6rKKqnp8pd342Z1l688ffv2xdatWwGoG89BQUHIzs4ut9Fe03rq1q0bDA0NIZfLQUQYM2YMunbtCgcHB4waNQorVqxAz549kZOTgx9++AGenp44fvw4kpKSAABjxoxB//79y02/pN69ewuNu7Nnz2L27Nlo164drly5IpquvPrNy8vDxo0b4ezsjISEBPz4448A1IHNypUrhekaNGiAr776SrgheMGCBZBKpXBwcMCZM2dEaSYnJ0Mul6Nnz56QyWRQKBTIysrCr7/+ip49e5aavjr1t379egwYMAD5+flYsWIFEhMT0a1bN6hUKiQlJaFDhw5l3rivTXtfK7nfVXd/f1Z9+/bFzp07AajXX1hYGBo0aCC6Mbukquw3lY3TUCgUpbrdnT59usyHHOTm5uLs2bMYMGBApek2b94cX3zxBebMmQNA/RStY8eOwd3dHXl5ebh16xbeffdddO7cGf3798eHH36IJUuWgIjQp08fTJo0Cc2bN0dBQQHu3r2LsWPHokuXLmjatClatGiBuLg4AMDcuXMRHR2NoqIizJ49u9JyaejquF6WmqxzbadPn4adnR2srKzw/fffC0H6hx9+iJdeeqnMeeLi4rBt2zY4Ojri6NGjQpDXtWtXfPDBB1XKlzHGXgg6edhvNahUKjp69ChNnDiRWrduTVZWViSVSsnExISaNm1KvXr1ovfff592795d6q3aSqWSVqxYQZ06dRK9fXbChAnCS62IiB49eiS8NE/zZ2RkRPv376fw8HAyMzMTjbO0tKTw8HCaP3++6Dnvmvk0z96fOHGi6E3oePp8++zsbAoLCyNTU1PRuLL+xo4dK5QzJCSE/P39ycTEhACQk5MTffDBB6KXWgEgd3d3IiL63//+V+qNz8bGxqXevxEVFVXqTdb6+vr09ddf06FDh0q9Xdza2pru379Pa9asEb2IECh+v0ZNlq8sT548oXfeeYdsbGxIJpNRo0aNKCgoiD766CMhDZlMRgMHDqxxPWkcOXKEOnToQAYGBmRubk5dunQRvX8kJiaGxowZQ40bNyaZTEYWFhbk5+dHa9eurdab0InU2+acOXOocePGJJFIyNjYmLp37067d+8WvR/AwMCANm3aRETi94CYmZmRt7c3mZubC9v1lClTKDk5ucz89uzZQ927dxfeXm9gYED9+vUTvRgSUL+hm4jowIED1L59ezIwMBC2mc8//5xatmwpTNuoUSM6fPhwlevv2rVrNHbsWHJ2diYDAwMyNTWltm3b0owZM+jWrVsV1pf2eyi090Ptl1lWZ393dXUt9WZ1R0fHUi9xrGj9ffPNN9S0aVOSyWRkaWlJPXr0oKVLl4r2eQ8PD7p//z51795dlJdEIhHefeLk5CQaZ2BgQGvXri037/nz55d6c3hV/jTvr1i2bJmwb2j+7OzsKCQkRMjj0KFD9PLLL5OtrS3JZDKytramrl270pdffkmZmZmi8vz55580dOhQcnJyIkNDQzI0NCRPT0/66KOPKC0tTZguNjaWBg4cSKampmRoaEheXl70ySef0NGjR8ne3l5UHqlUSq6urmW+8ft5H9dra50Tid8D0qpVK3J0dCR9fX0yNzcnf39/2rZtW6l8tN8D4uTkRG5ubmRkZERGRkbk5eVFixcvpvz8/HLLyRhjLyIJUS08Y5ZVyVdffYV58+YhMDBQdBUgNTUVly9fBqB+clFVbx6ub/7ty6drixcvxieffAIAaNasWZUf3ckYqxsymUy4b2TTpk1V6jbVu3dvnDhxAoD6gRbaD2RhjLF/q3rTBevfbsaMGVi2bBnmzJmDr776qtT40aNHY9u2bUJ/7BfNv3356ho/fpOxF0tN9lnezxlj/xX14ib0f7vMzEwsW7YMANC9e/dS4xUKhdBX+tVXX9Vp2WrDv3356oMX4SlojLFiNdlneT9njP1X8BUQHbC0tES3bt1w9uxZTJ06FR999BE8PT2hVCoRGxuLjRs3IjQ0FN7e3sLNlS+Sf/vy1RXtR6ISUakHHjDG6o+SjzCu6os8ted7ni8vZYyx+oTvAdGR/Px8rF69Gvv27UNMTAwyMjIglUrRsGFDeHt74/XXX8fYsWNLvfn2RfFvXz5de+eddxAcHCwaZmxsjK+++gozZsyoo1IxxsoSGxuLTp06lXoje5MmTXDnzp1yu566u7vj5s2bomHW1tY4fPiw6FHgjDH2b8MBCGOMMcYYY0xnuD8HY4wxxhhjTGc4AGGMMcYYY4zpDAcgjDHGGGOMMZ3hAIQxxhhjjDGmMxyAMMYYY4wxxnSGAxDGGGOMMcaYznAAwhhjjDHGGNMZDkAYY4wxxhhjOsMBCGOMMcYYY0xnOABhjDHGGGOM6QwHIIwxxhhjjDGd4QCEMcYYY4wxpjMcgDDGGGOMMcZ0hgMQxhhjjDHGmM5wAMIYY4wxxhjTGQ5AGGOMMcYYYzrDAQhjjDHGGGNMZzgAYYwxxhhjjOkMByCMMcYYY4wxneEAhDHGGGOMMaYzHIAwxhhjjDHGdIYDEMYYY4wxxpjOcADCGGOMMcYY0xkOQBhjjDHGGGM6wwEIY4wxxhhjTGc4AGGMMcYYY4zpDAcgjDHGGGOMMZ2p8wBkzJgxkEgkFf6tWbMG8fHxkEgkOH78eLlpXbt2DRKJBOfOnatRWZ51/qp6/PgxJBIJfv/99+eaT332+uuvo3fv3sJ3GxsbLF68+Lnl97zTB57f9rNgwQIYGRnVapq1qXXr1pg2bdozpWFjk4HFiwtqqUR1gwiwt8/A3r1FzzWf3buLIJGk4/Fjeq751NSKFXLIZOl1XYx/lcTERPj6+sLIyAg//vhjraZd8lhcG9avXw+JRAKFQlGr6erqHK0rz6Pua0KpVGL48OEwMzPD0KFD66wcz6OdN2bMGPj7+9dWEVktktV1AebOnYsJEyYI38ePH4/WrVtj1qxZwjBPT0/k5+dXmlbjxo2xevVquLm51agszzp/VYWFhQEA2rVr91zzqcz9+/fRqlUrpKWlQU+vzmPR52rJkiVo06ZNXReD6ZCdXQYuX7ZAs2a62bYjI5V48oTQs2edH1ZLWblSjpAQBTZtMq3rotTIi17+Z7VhwwZER0fj2LFjcHd3r9W0J0+eDLlcLnwfNmwYBg4cKDovV2blypUICQnBpk2barVsJT2Pc/T169cxcOBAJCQk1Fqa5SlZTyXrvq6cOXMGu3btwpo1a9C3b9+6Lk6FdNVOY89fnZ8pvby84OXlJXw3NjaGg4NDqV8F4uPjK03LysoKU6ZMqXFZnnX+qgoPD4eFhQVcXFyee14VCQ4Ohqen578++ADUgS3777h7V4XUVN1eIfjrryL4+EjRoIFEp/lWxZUrtftLtK696OV/VmlpaWjatCkCAgJqPe0+ffqIvl+5cgUDBw6sVhpXrlypzSKV63mco3VV9rLyKln3dSUtLQ0AEBQUBBsbmzouTcV01U5jz98L1/LMzc3F6NGjYW5uDktLS8ycORNKpRJA6UtzSUlJGD58OOzt7WFsbIxWrVph3bp15ab9rPNrBAcHo127djA3N4e9vT3efPNNZGZmCuPDw8Ph7e0NiUTdUDEzM8PSpUsRFBQEKysrNGvWDH/88QcSExPRu3dvNGjQAG3btkVkZKSQRn5+PhYvXgxPT0+YmpqiVatW+Omnn0BU3OhasmQJWrduDRMTE1hZWeG1117DgwcPAAC+vr747LPPcPHiRUgkEsTGxpZajmHDhmHEiBFYuHAhzMzM8McffwAArl69in79+sHGxgYWFhYYOnQoEhMTRfP+9ttv6NChA8zNzWFjY4PBgwfj1q1bldbdiRMnIJFIcP78edHwiIgISCQS/Pnnn2XOd/bsWQQEBKBBgwYwNzeHv78/zpw5I4zX7oK1evVq2NnZ4dSpU/D29oapqSm8vb0RERGBzZs3o2XLlrCwsMCAAQOQmpoKQH3VSiKRYP/+/ejZsycsLS1hY2ODjz76CCqVqtzl2b59Ozp16gQzMzM0atQIM2fOrNLVvOoyMzPD999/Lxo2adIkdOzYUfi+fv16YXuwsbFBUFAQkpOThfGpqakYN24cnJ2dYWJiAj8/P5w6dUqU5j///IN27drB0NAQ7u7uVepGqFAAn32WDw+PTBgbp6Nly0ysXl3xr35XryrRr182bGwyYGGRjqFDc5CYKK7nS5eUCAjIholJOpo0ycDHH+dDLgdOnVKgaVP1/ta8eSaGDMkBANjaZuDHH+UYMCAHRkbpyMxU7ys//yxHq1aZMDRMR8OGGRg9OhcPHxbvR/b2GVi2TI6PPsqHk1MGLC3T8corOUhJEQc4f/1VhN699QEA339fADMzcTek5GQVJJJ0/PGHuovWq6/mICgoB99/XwBnZ3XddOyYhdBQpajupk3Lg5WVuh7eeCMXmZnielAqgYUL8+Hmpk7DySkDU6fmITdXPb5Hj2xs3FiIzZsLIZGkIzxcWeU6LktqKmHcuFw4O2fCxCQdfn5ZOHWq4gBh+/ZCdOqUBTOzdDRqlIGZM/OgvRsUFgLz5qnr18wsHf7+2Th/XlFu+VeulMPePgMHDhTB3j4Ds2blC3U8YkQurK0zYGiYjjZtsrB1a6GQT0yMeh2cPKnAkCE5sLHJgL19BqZPz4NSiQo9eqRe7saNM4TteNmy4u04LEwJiSQd+/cXoWfPbFhapsPGJgMffZQPzSGiKtOU5O/vjxUrVuD69euQSCT4+uuvAaj3xYCAAJiYmMDMzAy9evVCSEiIMN/KlSthb2+PAwcOwN7eXtSrQJt2NyCJRII7d+7gzTffRIMGDSqukKd69OiBjRs3YvPmzZBIJAgPDxfG3bx5E127doWRkREcHR1LXSGpyrlEW8lz9IgRIzB8+HBs3LgR7u7uMDc3h4+PDy5evCjMU9F5/LPPPsP48eORmJgIiUSCH3/8UajngwcPwsvLC507dwZQtWNsYWEh5s2bBycnJ5iZmcHf3184l5VVTyW7YMnlcsyaNQtNmjSBgYEBmjZtivnz5wtd2WJiYiCRSHDy5EkMGTIENjY2sLe3x/Tp04V2EFD5sV7bggUL8PrrrwMAbG1t0b9/fwC1s32NGjUKgYGBomEeHh6wt7cXDRs5cqQo6K1OOw8ANm/eDC8vL2H9bty4UZS+TCbD3r174e7uDkNDQ7Rp0wahoaFl1odGaGgo+vTpAxsbG5iZmaFz586irmHlLX9VzqN+fn71outdnaN6xtXVlcaPH19qeFxcHAGgdu3a0fLlyyk8PJy+/fZbAkDbt28nIqKoqCgCQGfPniUiosDAQOratStdvnyZ4uPjadWqVSSVSunPP/8sM+9nnZ+IaMuWLaSnp0fLly+n2NhYOnv2LDVv3pzeffddYZpWrVrR9OnTiYgoMTFRWK6QkBBSKpU0evRocnZ2ptdff51iY2OpsLCQunfvToMGDSIiIqVSSYGBgeTm5kaHDh2iu3fv0tatW0kqldKaNWuIiGj58uVkbm5OBw8epIcPH1JYWBj5+PjQwIEDiYgoJSWFZDIZLVmyhFJTU0mlUpValjfeeIM8PDxo0KBBdPr0aXr8+DHdvXuXLCws6OWXX6bIyEgKCQmhgIAAcnNzo4KCAiIiunz5MkkkEpo/fz7FxMTQ5cuXqWfPnuTt7S2kHRQURIGBgcL3hg0b0qJFi0ilUpGLiwtNmTJFVJYFCxZQ48aNSalUlipnTk4OWVhY0OTJkyk6OpquX79O7777LpmYmFBaWpoofSKi4OBgMjAwoJEjR1J6ejqlp6eTu7s7ubi40IQJEygvL4+Sk5PJ1taWZs+eLdo2WrZsSZcuXSKlUkkHDhwgmUxGwcHBZW4/+/btIwA0Z84ciouLo8OHD5OTkxONGTOm3O2nLPPnzydDQ8MKpzE1NaXvvvtONGzixInk4+NDRERnzpwhiURC69ato/j4eLp06RIFBARQly5diEi9Tfn4+JCbmxudOHGCoqOjadq0aWRkZERRUVFERJSRkUHW1tbUq1cvioiIoJCQEAoMDCRra2uaOnVquWV7//1cMjFJo82b5RQXp6TVqwvIwCCN1q8vEKZp2DCdFi3KJyKiu3eVZGGRRi+/nE2RkQoKCVFQQEAWubll0NNNjO7cUZK5eRpNmJBDFy4U0Z49hWRjk05Tp+ZSYSHRjh1yAtLo6lUFZWWp53F0TCdPzwz6+OM8On++iIqKiLZskZNEkkZffplPsbFKOnWqiDw8MsjHJ5M0u0TjxunUuHE6bdggp6IioqQkJTk4pNO77+YK5S8oIDIxSaO//y4iIqLvvssnU9M0UT0kJSkJSKODBwuJiCgoKJsaNEinKVNyKT+fKD1dRf36ZZGzcwZpNvNFi/LJwCCNNmxQ192qVQXk7JxBQBqlpqqEvAwM0mj7djndvKmkY8eKqHHjdJoxI/fpelORj08mjRyZQ6mpKlIoqlbHZVEqiXx8MsnNLYNOnCii6GglTZuWS0ZGaRQVpSAiouXLC0gqLV72ffsKCUijOXPyKC5OSYcPF5KTUzqNGZMjTDNtWi7Z2qbTjh1yCg1V0PjxOWRmlka3byvLLP+6dQVkYpJGgYFZdPhwId2+rSS5nMjDI4O8vTPp9OkiunlTSZ9+mkdAGu3fr67zuDj1OvD2zqTz59Xr6vjxIgLSaMcOefkLTkQDB2aTq2sGnT5dRLGxSvr5ZzlJpWm0d6867agoBQFp1LJlBl26pCClkujAgUKSydIoOLigytOUlJGRQRMnTiQPDw9KTU2lvLw8io2NJSMjIxo5ciRFRERQREQEDR48mMzNzSkpKYmIiNatW0cmJiYUGBhIhw8fptu3b5eZvvaxODk5mQDQ8uXL6cmTJxXWh3b5fHx8aOTIkZSamkoKhYKCg4NJJpNRz549ad++fXTlyhV64403SCaTUXJyMhFRlc4lJZU8xo4ePZocHBxo8uTJlJOTQ3l5edS3b1/y9PQU5qnoPJ6bm0vvvfceNWnShFJTUyk/P59u3rxJAKhDhw60YcMGioyMJKLKj7FERNOmTSNbW1vasWMHhYaG0vjx48nMzIxu375dZj2VPA++9dZbZG1tTdu3b6f4+HjaunUrmZub08yZM4mouB3k7e1N58+fJyKi48ePEwDasWMHEVV+rC8pNzeXNmzYQAAoNjaWMjMza237Wr9+PZmamlJRkXpfS0lJIWNjY7K1taXY2FhhOkdHR/rhhx9q1M7bvXs3SaVS+vbbbyk0NJSWLl1KEomEdu3aJWwjzZs3p759+9LZs2fp7Nmz1LZtW9E2UlJ+fj41bNiQBg0aRGFhYXT9+nV67733yNTUVNh+y1r+qpxHiYg+/PBDmj9/frn5/1e8cAHIxx9/LBru5OQk7JwlN0w7Ozuh0alx8eJFSklJKTPvZ52fiCgzM5MiIiJEw0aPHk2+vr5EpN6wpVIpbdiwgYiIDhw4QABoz549wvSaHS48PFwYNn36dKEBv23bNpJIJKLxRESvvPIKBQQEEBHR5MmTqX379qLx9+/fpzt37hARUXh4OAGgCxculLsso0ePJn19fdGJaM6cOWRpaUnp6enCsLt375Kenh5t3bpVqIPQ0FDhoKO9nA8fPiSi8gMQIqLFixeTlZUVyeXFDQJPT0+aO3dumeWMjo4WrTcioqKiIjp16hTl5uaWSj84OJgA0JUrV4TpZ86cSQDo0aNHwrBhw4ZRv379iKh42yi5PfTp04e6desmmkZTDj8/P+revbto+q1bt5JEIhEO4lVRGwHIqlWryNjYmAoLC4XxKSkpdOnSJSIiOnr0KAGgkydPCuOVSiW5u7vTpEmTiIjo119/JQB0/fp1YZrk5GSSSCTlBiCZmSoyMEijTz/NEw2fNCmX3NwyhO/aAcicOXlkaZlO6enFQfHdu0rS00ujrVvV28S8eXlkZ5dOCkVxmlu2yGnSJPX6PnJE3ei9c6c4YG3cOJ18fDJF5WjXLpNefTVbNOyvv9QN0nPnioT5evfOEk3z1ls51KlTcVonThSRsXGa0HivagBiZpZG+fnF0/zzjzrvEyfUebdokUHDhonL9/bbuaIA5MEDFUVGKkTTfPBBHnl6Ftevr28mjR9f3OCvSh2X5ehRdb2ePFm8byuVRO7uGULdlwxA/PwyqXt3cf1t3aoO/JKSlJSVRWRklEbLlxc3OuVydf0cO1ZUZvmDgwtEdUlUHOiEhYnromvXLGH9aQKQxYvzRdO4uGTQrFnibbSkuDgl3b4t/gGkQ4dMIRDVBBea7VijT58s6tYtq8rTlGXq1Knk5eUlfH///ffJxsZGtD9nZ2eTkZERLV68mIiKj3MHDx6scLm0j8X5+fkEgDZu3FjhPCX5+vqKztuavA8fPiwMi4+PJwC0f/9+IqrauaSksgIQCwsLyssrXndbtmwhAMKxv7Lz+OzZs6lp06bCOE1b48MPPxTNU9kxNisri4yMjGj58uXCeLlcTkFBQXTs2LEy60m77h8/fkwymYx++OEHUR7z588nU1NTksvlQtk061jDxcWFZs2aRUSVH+vLsmvXLgJAqampRFR721dCQgIBoJCQECIi2r59O3Xp0oVefvllWr9+PREV1/e1a9dq1M576aWXKCgoSDT9xx9/TD/++CMRqbcRY2Njevz4sTB+/fr1BIAyM8XnA43CwkKKjIwUzZOVlSUK9Mpa/qqcR1mxF64L1ksvvST6bmdnh+zs7DKnfeWVV/DVV1/hww8/xIkTJ1BYWAhfX99Sl//KU5P5r169is8//xxubm6ws7ODjY0Ndu7ciUaNGgEAoqKioFQqhRvQIyIiYG5ujldeeUVI49atW2jVqhW8vb2FYbdv30bTpk0BqLs3+fr6isYDgJOTE5KSkgCo+3JGRERg8ODBOHz4MBQKBRwcHNCsWTMhX4lEUumN2e7u7rC2tha+X7p0CZ07dxZdnm/SpAlcXFyES+8WFha4c+cOBgwYABcXFzRq1Ei4B0PT17Qib775JrKysnDo0CEA6psEY2Jiyr0psmXLlnB3d8fo0aPx9ddf4+rVq5BKpejevTtMTEwqXDYNCwsLNGzYELa2tqJh2l3nAKBDhw6i715eXmXen6RSqRAaGlrqhr4ePXqAiBAREVFuuZ6HXr16QSKRICAgAMHBwUhISIC9vb3QveDSpUswNDRE9+7dhXn09PTQrVs3Yb1GR0cL3f00GjdujMaNG5ebb3i4EoWFQN+++qLhPXrIEB+vQk5O6XkuXVKgc2fxvRRNmujBxUVP6D4UGqpAhw4ySKXF840da4Dg4PLXNwB06VJ821tRkfrGcT8/8a1wHTtKhbJrtG0rnsbKSg/p6cVdsP76qwjduslgaFhh9qV4ekqh/YAzLy913vHx6nqLj1ehc2dx3r6+UtF3GxsJjhwpgp9fFpo0yUCjRhlYu7YAaWnl3wNTlTrOyQEyMkj4U6nU3d4MDYHu3YvLpKcHdOumj/Dw0t2wVCogNFRZxvrXBxEQEaHEtWsKFBQAnToVp2lgAOzebYY+fSq+TVF7fV65ooCxMeDtLa6fjh2lonUJAG3biqexspII67OgQLzchU97cJmZSfDTTwXw9s6Co6O6nqOilKXquUMHcdpeXlLExyurPU1Frly5Ah8fH+jrF9ermZkZ3N3dRV2gAKBLly5VTre2aZ+v7ezsAEA4X1flXFIVbm5uMDY2Fr5bWVkBANLT1V0ga9oOqG69Xbt2DQUFBejUqZMwzMDAALt3767SvR4RERFQKBTw8/MTDe/YsSNyc3MRFxcnDGvbtq1oGisrK2F5KzvWV0VtbV9NmzaFq6sr/vnnHwDA6dOn4e/vjy5duuDs2bMA1DfAOzg4iO4Frk4778qVK6I6B4BvvvkGM2bMEL67u7ujYcOGovQAlJumvr4+CgsLMW3aNHh6esLBwQEtWrQAULoNo738VTmPsmIvXABiaip+CopEIhHd96Bt9erV+PLLL3HmzBn06dMHtra2mDNnTpUfDVjd+Q8ePIjAwEA4OzvjwIEDuHr1KkJCQkBEQkM/PDwc+vr6ws4WERGBTp06QSYrPpFGRkaW2qkjIyOFg05oaCh8fX1L5Z+SkiI0oPv06YNz585BKpViyJAhaN68Ofbu3StMGxERATc3t1L1WZKlpaXoe1ZWFk6cOAEjIyPR361bt4T7S3bs2IFhw4bB19cXR44cQXh4ONauXVthPtocHR3x8ssvY8uWLQCA3bt346WXXkLLli3LnF4qleLs2bMYPnw4goOD4ePjg2bNmuGXX36pMB/DEq3Fsh51W3LbMjMzE303NTVFRkZGqfny8vKgUCjw6aefiurJ1dUVAIS60hV3d3dcuHABrq6umDNnDpo3bw4/Pz9cvnwZgHq9yuVyGBsbi8q7ceNGoazZ2dmiE71GyTrRpv7RCOjZMxtGRunC35tvqm9QSEkp3fE9K4tw4oRCNL2RUTpu3VLhwQP19OnphEo23TJZWhY3uHNz1Y1qCwvxTePm5urv2dnF676MxYb2pnH8ePH9H9VhZkGimx8AACAASURBVCbO29RU/T0jg5CbSyACjI0lFc4zfXoeFi3Kx7RpRjhzxgLh4ZZ4++2KI6Gq1HHv3lmwssoQ/u7eVSEriyCXA8bG4vk2bpQL82nLy1Pfx/Lpp/mi6V1d1fvMgwcqoeH/rOszK4tgZiaBpMQzAMzNJaJ1CZSuU6B4X//ss3zRcm/bVoiiIqBfv2z89VcRliwxweXL6npu315aKp2y1mlGRsnjSOXTVCQrKwsWFhalhpubm5dqVJU8huuS9vlFc8+jpp6rci6pirKOSdr51LQdUN160wQAlZ1Ty5OVlQUApdarubk5AHFjuaxl1ixvZcf6qpaltrav3r17C/drnD59GgEBAejatasoACkZoFW1nZeXlwe5XF5pnZeVHlD6/K4RFxeHXr16oaCgAFu3bsXVq1fLfViB9vJX5TzKitX5U7CeJ319fcyYMQMzZszAw4cPsWXLFsyfPx92dnb44IMPan3+pUuXolOnTvjhhx+EYRcvXoRCoUD79u0BqAOQVq1awcDAAIA6sNC++YqIEBUVhZEjRwrD0tPTkZSUJFzxyM3NFV2V0Lh8+TKCgoKE7126dMHevXvx5MkTzJ8/H8OHD8eNGzfg6uoq3AhfXZaWlvD39y8zoNAcKIODg9GrVy8sWrRIGFfdG68nTZqEESNGIDs7G7t378Z7771X4fS2trb47rvv8N133yE6OhpLlizBuHHj0KpVK/j4+FQr74qUPPhmZWUJv7hpMzExEbafiRMnlhpf1atwVSUp2epC6Tpv27Yttm7dCqVSiXPnzmH+/PkYOHAgkpOTYWlpCSMjI+ER0dqkTy8zmJqaCidJbWUFYBqaBuLWraZo06b04aZJk9K/gVhaSuDvL8PataVPKprgwNZWTwhuasrUVAKpFKXS0XzXbtxWJC2NcPWqEuvWFQcgZawOlLULlGwYa/K2spLAxESdiOZmeQ3thqpSCWzYIMeCBcYYM8ZAGF5ynpKqUsfr1pmK6sbBQQ+WlhIYGQFhYaUbHdLSbXGYmAD6+sCMGUaYOLF0UGRvL0F8vDpwedb1aWmpDjSIxPWflUVVXpcA8O67hhg0qHhdtmwpxaVLCkRGKnHmjDm6dSvejlNTCc2bi+cva51aWUmqPU1FLC0ty9wXs7Ky4OjoWOV06lJVziW14VnbARqVHWM1P/6VtV6qQtOQLTm/5nt1AqKKjvUlf3grryy1tX0FBgZixowZSE1NxY0bN9C1a1cYGhoiKSkJ9+/fx5kzZ/C///2vWmlqmJiYwMTEpMZ1Xp4dO3ZAoVDgt99+E36YvHv3bqXzVeU8yoq9cFdAqiozMxO//voriorUT5zRPKWgS5cuiIqKei7z379/v9SzqZcvXw4AogBE0/0qLy8P8fHxosupt2/fRk5Ojig40Dz9SjPMxcUFt2/fFuWzf/9+3Lt3D6NHj8aTJ09ET8xq2LAhPv30UygUCly/fh2AuitYTd6L0blzZ8TFxcHV1RUeHh7Cn56eHhwcHAAABQUFosudAPDrr78CKP8Xh5IGDhwIa2trfP3117h16xZGjBhR7rR37tzB/v37he+tWrXCmjVrIJVKce3ateouYoVOnz4t+h4aGgoPD49S0+np6cHHxwcJCQmienJxcYGBgUGZQcuzsLCwKBUIaG8Dly5dwoULFwBA6J62aNEiPH78GCkpKejcuTMKCgqg/H/27jssiuP/A/j7qMdxgHREpClN7IeIgg3R2DWiKCoaxS5JUIMm9h47iVi+UWMlYiFGVGzo14ZiFxQ1iApqoiAKCFKEg8/vD363Ybk7OFAx+p3X8/A83M3u7Mzu7OzOzuxcSQkvvTo6OrCysgJQ9mStqKgId+/e5eK9ffs20tLSlKarWTN1aGuXzSDk7KzG/RkbC2BqKlA4ZMndXQPJySVo0ECNt46aGlC3btlNQIsWZTeFheV+u3DnziK0b5/Lm02osuKmqVmWvgsX+E9C4+LKPpcfElSZU6eKYWQkQPPm/1xg9PUFyM8vG+Ylk5AgP8QmMZE/hEc2A5azc9l+s7VVkxvaFBPzT6QlJWU9DMbG/9wc5eYCBw8Wy+W9/GdV9nHTpurw8tLg/rS1AXd3dRQWAiUl/OOpowNYWclfTtTUAIlEHampJbzl7e3VoKVV1tByclKDSAScPftPPktLgQ4dcrFjxz8zWFVVdbi5aaCwsGx2r/Li4qQqH0sAsLFR4+XbzEzAlbPy+zkuToqUlFK5dJXPB1B2TJ2d1au9TGXc3Nxw7do1FBX9s3+ys7Px559/yg1HqQlV6+l3WUeVa8m7UvU6rkraq6pjnZycIBKJeNeI0tJSdOjQgevNr2xbzZo1g4aGBjdcSSYuLg4GBgbcEKCqVFXXq+J9li9vb2+kpaVh27ZtaNy4MQwNDSESidC8eXNEREQgJSXlnWaEatGihdx1OTg4mDcEq7oKCwuhq6vLGxURHh4OoPKyosp1lPnHZ9sAUVNTw6RJkzB27FjEx8cjJSUFERERuH79Om983vtcv3Xr1jh16hQePXqErKwsTJkyhTvhdXV1ud4NWQMkMTERpaWlvMaG7N2A8o2ShIQE6OrqcsN3xowZg927d2Pfvn3466+/cODAAYwePRqjR4+Gu7s7Nm7ciC5duuDw4cNIT0/H/fv3MXPmTBgbG3PjSzMzM/Hw4cNq36CPHz8eb968wVdffYX4+HgkJydj0aJFcHV15bp4W7dujZiYGFy+fBmPHz/GhAkTuKcm165dU6k3RENDAyNGjMDy5cvRv39/hd3BMk+ePIGvry9WrVqFpKQk3L9/H4sWLYKamtp7H/988OBB7N69GykpKQgNDUVcXBxGjhypcNmQkBDs378fS5cuxf379xEfH4+AgAB4enpyPSmXLl2Ch4cH70JWExKJBAcOHMCrV69QVFSEH3/8Ea9eveLCjx07hr59++L333/Ho0ePEB8fjzVr1sDW1hbW1tbw8fFBixYtMGzYMJw9exapqamIiIhAixYtsG7dOgBAr169oKenh6CgIFy9ehWxsbGYOHFipb05+voCjB2rjblzC7BnTxFSUkpx5owUXbrkYsSIPIXrjB+vjTdvCF99lYf4+BIkJ5di0aJCuLq+xpUrZTdu48Zpo7gYGDr0DS5elCIqqhjTpuXDxUUdampl72gAQHR0Me7eVT62/rvvhIiOLsbq1YV4/LgUp09L8e23+ejQQYN7F6QqJ09K4e2tyXvqLpFogKisdwIAkpJKsW6d/C+9GxoKEBiYh7t3S3D9egmmTcuHg0PZDTAA+PtrISqqGJs2vUViYglWrSrEzZv/5EdLC2jeXB3bt7/Fo0eluHWrBL165aJHD01kZhKSkkohlZbtj5s3SxAfX/ZjiarsY0V8fDTRooU6hg3Lw9mzUqSmliIioggtWuQozB8AhIToYP/+YixdWoj790sRH1+CgIA8eHrmIDe3rIyMGqWNJUsKsHNnEa5fL8H48fm4dk0KT0+N/99P/PQr0r27Jho1UsOYMXm4erUEjx6VYsaMAly7VoIpU+SHV1ZHs2Zl7+qsWfMWz58TTpyQIigoH127aiApqQQvXvyTpoMHi7B7d1lZDw0tRFycFCNH8lvaqixTmYkTJyI/Px+BgYG4f/8+bt++jSFDhkBfX/+dfvNIKBRCR0cHZ8+eRXx8PIqLi3H16lV4eHjwpmCtyNDQEDdv3kR8fDyv3qmMKteSd6XKddzQ0BBpaWk4f/58pVMAV1XH6uvrY9SoUViyZAl27tyJ69evY/z48bh27Ro8PT25bSnbT0ZGRhg1ahR+/PFHREVF4cmTJ9ixYwfWrVuH4OBg3jDtylRV16vifZYvY2NjNG/eHGFhYWjXrh33vZeXF8LCwtCkSRPuHdmamDx5Mk6cOIG5c+fi2rVrCAsLw9q1a+XepamO1q1bIyMjgxs6tX79ely5cgVmZmZISEhQ2uOiynUUAKZPn465c+fWOH2fjdp+670qVc2CFRMTw/teIpFQYGAgEcnPjnD58mXy9vYmAwMDEgqF5OLiQitXrlS67XddPy0tjbp37066urpka2tLGzdupMTERDI3NyexWEwJCQm8GRI2btxIGhoavCkH58yZQ1ZWVrx4R40aRR4eHtznkpISWrVqFTVs2JBEIhE1atSI1q5dS9L/nxJIKpXSjBkzyNramrS0tMjMzIz69evHm50rMDCQtLS0uFmeFBk6dCh5enrKfX/t2jXq3LkziUQi0tfXp7Zt2/JmO3n16hX17duXxGIx1a1bl+bNm0clJSXUpUsX0tbWpl27dlU6C5bMlStXCACdOnVKaRplduzYQc2aNePS1KZNGzp8+LDC+GWzV5SfpWvu3LlUr149XpyBgYHc7GWysrF3717q2bMniUQiMjY25s1GUrH8EJXNWNa0aVPS0tIiU1NT6tu3L927d48LP3r0qNw6FakyC1ZycjJ5eXmRrq4uWVlZ0bx58+j777/nZkIrLi6mGTNmkK2tLS8td+/e5eJIT0+ngIAAMjY25sr76tWreds5efIkubq6kqamJjk4OFBkZCR5enryppmuqLiYaPbsfLK2ziZNzUyqXz+bJk3Ko9ev/5mBqfwsWERE165JqXPnHBKJMklfP5Pati2bbrW8s2eLyd39NQmFmdy0s/8/8Q1JpUTdu+eSllYmdepUNrtQvXpZNHOm/ExHmzcXkrNzWdpMTbNo9Og83uxQitabOjWfGjQom2XKzi6bNm6UnzZ0yZICqls3i/T1M8nTM4du3pTypoT19c0lH58c2rixkGxts0lLK5Pc3V/Tw4f/zLRUWFg2Y5i+fiaJxZk0aNAbiowsm+0pPb0sjfHxUpJIyvaDs3M2RUYW0dOnJWRvn016emUzgR05UkTGxlmkq5tJx44VqbyPFUlPL6WAgDdkbJxFQmEmubhk0+rV/xy7irNgERHt2vWWmjZ9TVpaZfu4b99cunfvn3wWFBB9800emZtnkUiUSR4er+nMmX/Oz4rpl82CVe4UJqKymcYGDMglA4Ms0tLKpJYtX9OBA//kSTYLVkwMf0WJ5DUFBr6hykREvCVb22zS0cmkdu1y6NYtKR09WkT6+pnk6vqam+Fq79631LNnLolEmWRsnMWbcUuVZRSpOAsWEVFsbCx5enqSUCgksVhM3bp1o8TERC5cUT2nSMW6eP78+Vz9lpWVRTExMVXWw0eOHCFjY2PS1dWlY8eOKdx2btm4M9q5cyf3XVXXkooUzYJV8Rp16NAhAsDNNFjVdfzx48fk7OxMWlpaNGfOHKX3GlXVsURls4h98803ZG5uTiKRiDw8POjMmTNK91PFff/27VuaOnUqWVpakoaGBtnZ2dGSJUu4afJVuQ9Spa6vqOIsWETvr3wREYWEhPBmkCIi+v333wkAN7uVqvlTdJ3dsGEDNWzYkLS1tcnR0ZHWr1/PhalSRpSl2cTEhAwMDMjf35+ys7Np7ty5JBQKaeLEiUrzr8p1tHXr1rzj/r9KQFSDvlaGqQXTp09HdHT0ex9GVROJiYlo0qQJzp8/Dy8vr4+dHOYzMGDAG2RnE06efH/j3ZmPJzGxBE2a5OD8eT2uB6smy/wbDRgwAHPnzq3RsF2GYRhFPp0akPmfkZSUhJiYGKxatYo3cxfz6TE1zcbLl+wZR0VE/HeABIIsJUsyn4KKxxOQP6aqLDN4sBYiImo2i9KH8uLFC9y9e5c3TSrDMMy7Yg0Q5l/Hzc0NBgYGCA0N5f0+CvPpycioU/VCjMKbU+bTpsox/RSOu5mZGW/iCYZhmPeBDcFiGIZhGIZhGKbWfLazYDEMwzAMwzAM8+/DGiAMwzAMwzAMw9Qa1gBhGIZhGIZhGKbWsAYIwzAMwzAMwzC1hjVAGIZhGIZhGIapNawBwjAMwzAMwzBMrWENEIZhGIZhGIZhag1rgDAMwzAMwzAMU2tYA4RhGIZhGIZhmFrDGiAMwzAMwzAMw9Qa1gBhGIZhGIZhGKbWsAYIwzAMwzAMwzC1hjVAGIZhGIZhGIapNawBwjAMwzAMwzBMrWENEIZhGIZhGIZhag1rgDAMwzAMwzAMU2tYA4RhGIZhGIZhmFrDGiAMwzAMwzAMw9Qa1gBhGIZhGIZhGKbWsAYIwzAMwzAMwzC1hjVAGIZhGIZhGIapNawBwjAMwzAMwzBMrWENkGoaNGgQBAIBNm7cqPI6jRs3RlBQkNLwly9fQiAQIDIyUukyJiYmWLRoUbXSyjCKrF27FhoaGkrDN2/eDIFAAKlUWoupYhiGYRjmfwVrgFRDdnY2Dh48iKZNm2L79u21uu1Vq1ahR48e3GczMzOkpqYqXf7OnTuwtbWtjaQxn5hOnTph/fr13GdWVhiGYRiGqU3KH4MyciIiIiASibB69Wr4+PjgwYMHaNiwYa1se8SIEdz/T548QUZGRqXLX79+/UMniflEubq6wtXVlfvMygrDMAzDMLWJ9YBUw7Zt2+Dn5wdvb2/Y2Nhg586dcstcuHABzZs3h7a2NpycnPD777/LLfPLL7/A2toaOjo68PT0xJ07d6rctmwI1pkzZ2BjYwMAsLOzQ79+/eSWnTdvHkaMGIHHjx9DIBDgp59+AgD89ddfGDRoEIyMjKCtrY0mTZogPDy8urvhvRIIBHjw4MFHTcO76tatG4KDgz/a9i0tLbFw4ULuc1paGgQCAQYNGsRbrm7dulixYgVvCJaysgIA9+/fh6enJ4RCISwtLbFt27baydA7OHz4cKXDy2rDyZMnq92jFBoairVr136gFCmXk5MDCwsLGBsbw8TE5INsw8HB4YPEyzAMw3y6WANERX/++SeuXLmCESNGQCAQICAgADt37gQRccu8fv0affr0gbGxMa5evYrffvsNGzZswPPnz7llzp8/j/Hjx2PgwIFISEjArFmzMHXqVJXT4enpiT179gAAbty4obARNG3aNHzzzTeoX78+MjIyMH78eBQVFaFLly5ISkrCgQMHkJiYCF9fXwQEBODgwYPvsGeYn376CZMnT/5o2+/cuTMuXLjAfT579izq16+P8+fPc9/dv38faWlp6NKlC29dRWUFADQ0NBAUFIRp06bh4sWL6NSpE8aMGYO///67djJVQ15eXrx98alISEj4KNvV19dHWloaoqOjP0j8qampyMrKUnn58vUpwzAM8/n67BsgZ86cQYsWLSAQCGBnZ4f4+PgaxbN161Y4OTnBw8MDAPDVV18hJSWFd5MXHR2NzMxMhIWFoWnTpnBzc8P27dt5F+CdO3fCwsICy5cvh6OjI7p3744pU6aonA5NTU3o6+sDAAwNDaGnpye3jEgkgo6ODtTU1GBiYgKhUIijR4/izz//xLZt29C+fXs4ODhg3rx58PT0RFhYmNLtjR8/Ht988w369u0LCwsLNG/eHDdu3ODCk5OT0alTJ9jZ2cHa2hpLlizhrR8fHw9vb29YWFjA3t4eixcvVrqtQ4cOoX79+nj06BEAoKCgAAEBAbC3t0f9+vXh7++PgoICbvnc3FwMHDgQNjY2aN26NTZu3Ahzc3Mu/MWLFxgyZAgcHBxga2uLadOmoaSkhAu/cOECWrVqBVdXVzg5OWHu3LlK01ZRUlISLCwsYGFhAYlEgtDQUF54SUkJvv76azg5OcHFxUWup+v58+cYMGAAHB0d4ezsjAkTJiAvLw9AWQ+GhoYGtm/fjj59+sDV1RUjR45UenPm4+ODuLg4lJaWAigr80OGDEFubi4ePnwIADh37hxMTU3RrFkz3rqKygoASKVShISEoG/fvmjZsiUWLFgAqVRa6XAtZ2dn/PTTT+jXrx88PDzQrl07pKenc3kSCATYtWsXnJ2dYW5ujuDgYC7NDg4OmDZtGlxcXLBs2TIMGTIENjY2uHr1qkrH486dO7CwsICDgwM8PT1VWkdGNglEdnY2952Pjw/+85//AAB2796Ntm3bYubMmbC2toatrS2vN+j169f48ssvYW1tDXd3d7kGUFXluFu3boiIiMCMGTO4MlW+V/DGjRvo0KEDHB0d4eDgUK1ey5KSEsyaNQtOTk6ws7ND37598fLlS5XXr+ocquz8PnnyJCQSCTIzM7l8yRq4APD06VPo6Ojg4cOH8PLygqGhIezs7LjwoqIiTJ8+HU5OTnB2dkb37t2RkpLChVdW3lSxbNkyNGzYENbW1mjXrh3u37/PhVVV71UVzjAMw1SBPnPNmjUjANxf8+bNqx2HVColS0tLWrhwIRUXF3N/np6eFBgYyC03c+ZM0tXVlVvfysqKJk2aREREnp6e1LNnT174gwcPCADt27dPaRqMjY1p4cKFRER09OhRAkApKSlKl58+fTrZ2Nhwn2fPnk06OjpUWlrKW+7bb78lExMTpfFMmjSJ6tSpQ7du3SIiosWLF5OrqysX3q1bNwoJCSEiokePHpGWlhbdvHmTiIhev35NJiYmFB4eTqWlpfTs2TOytram7du3c+sDoOTkZLp06RLVq1eP2w4R0dKlS6lt27ZUVFRE+fn51LRpUwoNDeXC58+fT56envT27VvKyckhT09PMjc358L79OlDo0aNouLiYsrLyyMvLy9atWoVF96kSROKjo4mIqL8/HwaMWIEPX78WOm+qGwfffvtt7zvfv/9d/Lw8CCpVEpERPv376elS5fy9tu4ceOotLSUCgoKqH379jR9+nQiIsrIyCAAtGDBAi5tZmZmdPLkSYXbf/r0KQGg+Ph4IiJycXGh6Oho8vb2pq1btxIRUUBAAPn7+xMRUVhYGKmrq3PrVywrmzZtIgCUnZ3NfZeTk0MAKDw8XOl+cHV1pS+++IKKioqIiKh37940a9YsXp7Gjh1LUqmU0tLSqF69elyZb9SoES1dupQuXrxIAoGAHj58SDNmzKDg4GCl21Pk3r17vLypQpa2rKws7rvOnTvThg0biIho3759JBQKadOmTUREFBsbSxoaGvT8+XMiIpoxYwZ16tSJiouLqaCggHx8fHj7s6pyLNteWFiYXNpyc3OpXr16tGXLFiIiSklJISMjI7p+/bpKeVu9ejU1a9aMMjMziYho6tSp1Lt3b7nl4uLiyNjYWO77ys4hVc7v8+fPK4xXRldXl1q1akXHjx+n0tJSKikp4cKWLl1KEomEcnJyiIgoJCSEPDw8uPDKyltVLl26RHp6etwxHDNmDPXt25cLr6reqyqcYRiGqdxn3wNScWhDTXpATpw4gWfPnmH27NnQ1NTk/i5cuIB9+/ZxTzNzc3Oho6Mjt75YLOb+V7RM+fAPJScnB2KxGAKBgPe9np4ecnNzK123Y8eOaNKkCYCynp87d+5wL8Hv37+fe//Azs4ODRo04J4knjp1Cjo6Ohg6dCgEAgHq1q2L+Ph4+Pn58eJPTk7GoEGDsG/fPm47ADB16lQcP34cmpqa3Psy5Z9SnjlzBn5+ftDS0oKenh4CAwO5sOzsbBw6dAhTpkyBhoYGRCIRJkyYgIiICF7ed+/ejYSEBAiFQmzbtg3W1tYq79PK6Onp4cGDB4iMjERWVha+/PJLTJ8+HQCQl5eHY8eOYfr06RAIBBAKhQgKCsKBAwd4cQwfPhwAoKOjg0aNGnE9QxVZWVnByckJsbGxePHiBffuhqenJ9dDd+7cObnhV1XR1dXl/peVG6piiIy/vz80NTUBABKJRC7NEydOhLq6OszNzdGjRw+cPn2ai79ly5YwNzeHUCiEvb09TExM8OrVq2ql+UMRiURc+fL09ISdnR23b0+fPg1/f39oaGhAKBRyx02mqnJcmVOnTuHt27cYOXIkAMDW1ha+vr68clyZHTt2YMyYMTA0NAQATJkyBYcPH67ynAeqPodUPb8rY2BggB49eqBr164QCARQU/vnkhQZGYlJkyZxvbwhISG4dOkS0tLSuGWqKm/KuLu74+nTp7CwsABQ1uNV8ZhUVu+pEs4wDMMo99k3QGQvbMtUHIKiim3btsHT0xNXr17l/cXGxqKgoIC7cdTV1UVOTo7c+uWHdujq6uL169dKwz8UAwMD5Obmyt1A5uTkwMDAoNJ1ZRdpADAyMgIAblhZbGwsevXqBTc3N3h4eODx48fcsJqMjAyYmpry4jI0NOSG+ciMGTMGeXl5sLS05H3/+PFjBAYGomXLlvDw8MAff/zBxQ2UDZ0xNjbmPtevX5/7PysrC0SEHj16wNbWFra2tpg+fTrvxmvfvn2oU6cOfH19UbduXcydO5cX/7vo0qULwsLC8Ouvv8La2hre3t64efMmAHDvBJmZmXHLm5mZyQ0fKX9c1NXVeUNfKpK9B3L27Fk0adIEBgYG8PLyQmxsLJ4+fYrHjx/Dx8fnveStMlWluWJZKj88UTYUTEtLC0BZo+R9HY93ZWZmxmu8l0/7q1evuBt8WVh5VZXjymRmZiInJ4crw7a2tjh06BBvv+3evRsmJibc359//slbf8GCBdy6bdu2hYGBgUpDlao6h1Q9vysjEAjg5uamMOz58+e8c8TU1BQCgYCX9srK29OnT3n75ddff+XCCgoKMHfuXEgkErRu3RqzZ8+WOyaV1XuqhDMMwzDKffbT8G7btg3BwcFISEiAjY1NtWfykf32R2hoqMILpY+PD3bs2AF/f384OTmhqKgId+/eRaNGjQAAt2/f5j2xc3JywtGjR1FaWso97YuJialR3qp6Gl0+3M3NDYWFhbhx4wYkEgn3fVxcHFq1alVpPOWfQmdmZgIou+C+efMGvXr1wq5du+Dr6wugLH8ylpaWePHiBS+uv//+G2pqaqhbty733W+//YazZ8/C398f586d42YxGj58OFq1aoVdu3ZBXV0d48aN48VVp04dXoPi2bNnvG0LBAKcP39eaa+GpaUl1qxZgzVr1uDOnTvo378/HB0dMXTo0Er3h6oGDx6MwYMHo6CgAKtXr4afnx+Sk5O5vGdkZHC9DBkZGbCysqrxtnx8fBAcHAwjIyO0b98eANCmcoJflAAAIABJREFUTRs8fPgQe/bsgbOzM6+BVlFVZel9efXqFfeeTmZmptzN+segrq4OALyb14oPEir2xJRPu6GhIe8hQvlJJ4Cqy3FlrKysUK9evUqf7Pft2xcdO3bkPpefzcrKygrjxo2T65VRRVXnkKrnd1WUNVjq1q3L61F4+fIliEjl88TS0hKJiYncZ9m7cwCwePFiXLlyBWfPnoVYLEZERATmz5/PW19ZvadqOMMwDKPcZ98D0rFjR8THx4OIkJqaiubNm1dr/YiICBQXF6N///4Kw/38/BATE4Pnz5+jV69e0NPTQ1BQENdDMnHiRN6L0f7+/khPT8eUKVNw+/Zt7N+/v9o/aih72hodHY27d+8qXSYtLQ3nz5/H48eP0b17dzRq1AhjxozB1atX8ejRI8yYMQPXrl2r8iX4U6dO4cmTJwCA8PBwNG3alBseU1RUxL2YHxUVhbS0NLx58wYA4O3tjaKiIm7IxsuXL9GhQwecOXOGF3+9evUwc+ZMqKurY9asWdz3z549Q6tWraCuro6HDx/i5MmTXNwA0LZtW/z++++QSqXIy8vjNS61tbXRp08fLFu2DKWlpSAirFy5Er/88guAsmFQ7du3524WHR0d5Z5yA8DBgwdhZWVV6Y8+KrJ+/Xrul+t1dHQgkUi4uHV1ddGtWzesWLECRIT8/HysWbMGgwcPrtY2yuvUqRP+/vtvHDx4EO3atQNQNgysadOmWLt2baXDryqWlQ9p69atAMpu2I4ePYrOnTt/0O2pok6dOhCLxdy5dOfOHdy+fZu3TGZmJqKiogAAV65cQWpqKtfQa9++PXbt2oXi4mLk5ubKzUxXVTkGym6OZUOAioqKuAaQp6cn3r59y818l5+fj/Hjx+PixYvcujo6OtxL3hYWFrxpiAcOHIj169dz8cXExPBeBK9MVeeQKue3vr4+cnNzufOsOi/ADxgwAOvXr+f21bJly+Dj48Pr9ayMuro6b7+IRCIu7NmzZ3B1dYVYLMabN2/w22+/yR0TZfWequEMwzCMcp99A+Rdbd++He3bt+cNBSivX79+UFNTw2+//QZjY2P88ccfePHiBTw9PTFq1CgEBwejYcOGXPd+165dERoain379qFVq1ZYuXIlNm3aBAAqD8twc3ND9+7dMXXqVAQFBSlcxt/fH/b29vDx8cGWLVugoaGB48ePo0GDBujSpQtcXFxw/Phx/PHHH/D29q50ez169MCkSZPQoEED7Nq1i7vRt7GxQXBwMDp06IBOnTohOTkZISEh+OGHH/Df//4XIpEIJ06cwM8//wxLS0t4eHhgzJgx8Pf3l9uGuro6wsPDsXHjRhw/fhxA2VPK2bNno127dli2bBl+/vlnHD58GMuXLwdQNrZeIBDA3t4ePXv2xMCBA3kNiI0bNyIzMxMODg5wcHBAXFwc+vbtC6CsERAQEABvb280atQIzZo1Q+vWreUaAfn5+fj7778hlUpVOjYy/fv3x+XLl+Hg4IDGjRtj4cKFvBvTLVu2ID09HS4uLpBIJPDw8EBISEi1tlFenTp10LJlSzx9+pRrgABl09JWNfyqYln5kCwtLdGiRQs0bdoUAwYM4I7Hu2rXrh0sLCzQrl07lJSUcDedu3btqnJdgUCA1atXY/To0ejatSs2bNiArl278npEXF1dcerUKTRq1AiDBw/G5s2buTph+vTp0NHRQb169dCuXTv4+fnxepSqKscAEBwcjOjoaIjFYtjb2+PIkSMAyt49OXToENauXYsGDRqgWbNm0NfXh7u7u0r7JSgoCJ07d4ZEIoGjoyPmzZuHr776igtv2rQpLCws0LNnT95sVYcPHwZQ+TmkyvnduHFjDBo0CI6OjjAyMkKfPn1USjcATJ48GR07doSbmxucnZ3x6NEj7NixQ+X1KxMcHIyLFy+iTZs2GDJkCObMmQOBQMArj8rqPVXDGYZhGOUEVFtjL5hPUlBQEAQCQaVT9f5bHDlyBN99953SXqEPJTAwEBYWFpVOMfy/7uXLlzA1NZV7b+dTEBkZifnz58v1ijCfr6rqvU+pXmQYhvk3Yj0gTJX+rW3U69evw8bGBn/99ReICBEREWjbtm2tbFs2lOTBgwc4evQo2rRpUyvb/dT9W8tSVT7VdDM1V5137BiGYZjq+exfQmc+XxKJBAEBAfD09ISGhgZcXV254WwfWtu2bfHs2TOIxWJMmDABvXr1qpXtMgzDMAzDfOrYECyGYRiGYRiGYWoNG4LFMAzDMAzDMEytYQ0QhmEYhmEYhmFqDWuAMAzDMAzDMAxTa1gDhGEYhmEYhmGYWsMaIAzDMAzDMAzD1BrWAGEYhmEYhmEYptawBogK+vXrB4FAgOXLlysMf/HiBTQ1NSEQCCCVSlWOd8CAAfDx8XlfyWSYT0ZMTAzs7e2hra2N69evV/tcSExMhEAgQGxsrNJlIiMjIRAIuB+NrGjt2rXQ0Hj/P4VkZWWFWbNmvfd4FVm2bBlMTU1hZGQEADAxMcGiRYsAfLj81QSr694vIkJ4eDi8vb1hZGQEHR0d2NvbY8SIEUhMTOQtW1U5iI+Ph0AgwIEDBxSG+/j4oGPHjtVKX/ly+LlgZZhh3i/WAFGRSCTCjh07FIZFRET8ay70DPMpWLRoEYyMjHDp0iU4Oztj3LhxCA4OrtU0dOrUCevXr3/neMzMzJCamvoeUsQ3cOBAbNu2TWl4UVERZs2ahX79+uHMmTMAgFWrVqFHjx7vPS3vqibHt6r811Yc/zZEhKFDh2L48OGoW7cu1q9fj71792LSpEmIi4uDh4cHzp8/zy1fsZyvW7cOX3311cdI+ietYhn+HMsWw9QmdtesIk9PT8TExODGjRto2bIlLyw8PBxubm6VPo1lGOYfmZmZ6NChA1q0aAEA6NKlS62nwdXVFa6uru8Ux5MnT5CRkfGeUsR3/fp19OzZU2l4bm4upFIpvvjiCzRt2hQAMGLEiA+SlndVk+NbVf5rK45/m02bNiEiIgLbt2/H8OHDeWFjx46Fl5cXFixYgJiYGADy5fz69eu1mt7PRcUy/DmWLYapTawHREV169ZFs2bN5HpBkpKScO3aNXTt2pX3fUlJCebMmYOGDRtCR0cHVlZWmDRpEvLy8pRuIy0tDTY2Nhg6dChkP1C/e/dutGrVCmKxGBYWFpg8eTIKCgqUxlFcXIzvvvsO1tbWEAqFqF+/PqZMmYKioiIAwMqVKyEWi3nr/PXXXxAIBDh8+DCAsidk5ubmOHjwIMzNzRESEgIAyMjIwPDhw2FtbQ2RSAQPDw/uyasis2fPhoGBgVx6f/75Z+jo6CA7OxsA8Ouvv6JRo0bQ1taGsbExhg4divT0dG55sViMlStX8uIYPXo03NzcuM+mpqb46aef0KNHDwiFQrx+/VphmlasWAFLS0sAQGBgIDp16qQ0/f9Gb968UTr06ObNmxgwYMBHSBXQs2dPDBkyBADQoEEDzJ8/X+FyUqkUAoEAiYmJWLduHQQCAS5duiQ3vKG6ZU0qlSIoKAiGhobQ19fHkCFDlJYBmYpDUwYNGgQ/Pz9s3boVTk5O0NPTg0QiwaVLlxSuf+bMGdjY2AAA7Ozs0K9fPy5MXV0dCxYsgIWFBYRCIXr06IEXL15w4deuXUOXLl1gYmICsVgMd3d3nDx5kgsXCARISUnByJEjUadOHbltnzx5EiYmJgDKnsQKhUIAVQ99qW59EhoaCmNjY5w4cQKurq4Qi8Wws7OTqwcvXLiA9u3bQyQSQSwWw9vbG1evXuXCyx/fe/fuQSAQ4PTp0+jXrx9MTExgbm6Or7/+GiUlJUrz//TpU/j5+cHc3Bw6Ojpo1KgRNm7cqDTtiuJ4+/YtQkJCUL9+fWhpacHGxgYzZ85UOnT21KlTEAgEuHjxIu/7hIQECAQCHD9+XKX89+rVC7169eLFER4eDoFAgDdv3gAoO46DBg3CnDlzIBaLufq4orCwMHh5eck1PgBAT08PFy5c4BofAL+cd+zYEVu3bsX27dshEAgQHx+vdP8po0p9DJSdk5MnT4aJiQl0dXXx5Zdf4tWrV0rjVZb/Gzdu4IsvvoCJiQn09fXRv39/PH78mFvvfZXRqspX+TKs7Pys6lpWMY+LFy9WqXwxzOeINUBUVFJSAj8/P0RERPAuVjt37kSTJk3g4uLCWz40NBTLli3D4sWLcevWLWzduhVRUVGYOXOmwvgLCgrQt29fNGjQAFu3boVAIEBUVBT8/f3h4+OD+Ph4bN26FZGRkRg7dqzSdC5btgw7d+7E5s2bcffuXfzyyy/Ys2cP5s2bp3JetbS08ObNG6xZswbbtm3DxIkTUVpaiu7duyMuLg7btm3D9evX0apVK3Tv3l1uzLFMYGAgcnNzcfDgQd73kZGR6NevH+rUqYOdO3dizJgxCAgIwO3bt7F//37cuHEDPXv25BphqqZ548aNaNKkCU6fPg1dXV2Fy9WpUweGhoZy/38qRCIR4uLi0KxZM7mwhISE97qt6ux/VferhoYGMjIy4OzsjMDAQGRkZMjduNSkrC1duhSbNm3C6tWrcePGDbRr1w4LFixQOf0AoKmpidjYWFy+fBk3btzAixcvYGJiglGjRilc3tPTE3v27AFQdpO0c+dOLmzPnj3IyMhAdHQ0du3ahYsXL2Lu3LkAgMLCQnTr1g1CoRAnT57ElStX0KZNG/Tr1w9///03gLKHAkDZzeajR4/ktt2hQwckJSUBALZs2cKtV5ma1Ceampp4/fo1Vq1ahZMnT+LVq1cICAjAyJEjue3fv38fPj4+qFevHi5duoSLFy9CT08PnTt35vJRMU4AmDx5MqZPn46XL19i165dWLt2LX7//Xel+R85ciSePXuGw4cPIzExEV9//TUmTpyIEydOKEy7ojgmTpyILVu2YOXKlbh37x6WLFmCsLAwTJs2TWEc3t7esLe35x1boKwOq1evHrp06VLt/CujpaWFW7du4ebNmzhy5AjatGkjt0x2djYSExPh7e2tNJ6KD5jKi4qKgkQiweDBg5GRkYEmTZpwYXl5ecjOzpb7q857jeVt2bIFJSUlOHbsGLZu3Yr//ve/mDBhgtLlFeX/6dOn6NSpE9TV1XH69Gn897//xatXr+Dj44O3b98CeH9ltDrlS1HZUuVaVjGP48aNq7J8Mcxniz5zp0+fpubNmxMAsrW1pZs3b1Y7jr59+9LQoUMpJSWFANChQ4eIiKi0tJTs7OxoyZIltG/fPgJAxcXFRET0/PlzunXrFi+eKVOmkIuLC/fZ19eXOnfuTKWlpeTr60uNGzem7OxsLtzDw4M6dOjAiyM8PJwEAgE9ffpUYVr9/Pyoc+fOvO/u3btHSUlJRES0YsUK0tXV5YU/ffqUl69NmzbxPhMRHTt2jADQ6dOnue9KSkrIycmJRo8erXTf+fj4UM+ePbnPz58/JzU1NTp+/DgRETVv3pz69u3LWycmJoYAUGxsLBER6erq0ooVK3jLBAYGkkQi4T7Xq1eP91mZvXv3kpeXFxERLViwgEaNGsULt7e3p5MnT1JAQAAZGxuTtrY2JScnExGRVCqlmTNnkqOjI9na2lKfPn0oIyODW9fJyYlCQ0PJzc2NTE1NqXv37vTy5Usu/NmzZ+Tr60sODg7k5ORE48ePpzdv3nDhsbGx5ObmRo0aNSJHR0eaM2cOL22Ojo5kbm5OampqdP78eV7Y/PnzSSwWk7a2Npmbm5O5uTlt376dC3/79i1NmzaNHB0dycnJibp160aPHj3iwnfs2EHe3t4UExNDjo6OpK+vTwEBAURE9NVXX9H48eN52zt8+DBZWFhw5X3ixIk0a9YsIiLy9vamHTt2VHocXF1dadKkSdxn2blApFpZu337NgHg9oODgwMNHDiQt40xY8YQAN4xKi8sLIzU1dW5z0OHDiV9fX3Kz8/n7RcAlJeXpzCOo0ePEgBKSUnhvqtXrx65u7vzlhs2bBi1aNGCiIiKioro1q1bvLKRk5NDAGjPnj1ERFRQUEAAaOvWrQq3S0SUkZFBAGjfvn3cd8bGxrRw4UKF+atJfRIWFsbbz0RlZUksFtPs2bOJiCg4OJhMTEyoqKiIWyY3N5eEQiEtWrSIiPjHNzk5mQBwYTL29vYUEhKiNP9mZmZc3mQuXbpEaWlpCtNeMY6XL1+ShoYGhYaG8pabOXMm6erq0tu3bxXGs2jRIjI0NOSFu7i40A8//KBy/nv27MmrB4mIdu7cSQAoNzeXiMrKn6amJr169UphOojK6nIAtGXLFt73xcXFlJuby/uTSqVEJF8OWrduTSNGjOA+37x5kwBU+le+3KhSHxsbG1OrVq14y/zwww+kqamp9FxSlP/vv/+eDAwMKCsri/vuyZMnpKamRuHh4Vz+3kcZrap8lS/DisqnKtcyRXmsqnwxzOfqs+8BCQ4O5rqZU1NTMXLkyBrHZWtri7Zt23Jdu7GxsUhJScHgwYPlljUxMcHRo0fh4eGB+vXrw8LCAr/88gsyMzPllv3+++9x4cIFHD16FAYGBgDKngIrGtrVsWNHEJHSp929e/fGqVOnMHjwYERGRiIrKwvOzs5wdHSsdn7LP4G7fPkytLW10aFDB+47NTU1tGvXrtJu/NGjR+P48ePc8JPff/8dlpaW8PHxQXFxMW7dugUPDw/eOrIn4tUdHqDoiWFFderU4WYMqlOnjtzwFhcXF0ycOBEtWrTAs2fPUFhYiAYNGgAA1qxZg8OHD+PSpUtISUmBg4MD7+m4hoYGfvvtN5w4cQLPnj0DAO6pNwCMGjUKJiYmSEpKQnx8PO7evYuFCxdy4RMmTMD8+fNx584dxMfH4/Hjx3jy5AkXnpSUhLS0NJiamsrla86cOZg+fTp69eqFtLQ0pKWl8YZohIaG4tSpU7h27Rr+/PNPNGnShBsyJcv3zZs3sWTJEhw+fBivX7/mXrCcNGkSwsPDkZubyy2/efNmBAYGckM7qtqv1VHdslZUVIQHDx7A3d2d933r1q2rvW3ZkEkZWU9OVlZWteJp27Yt77OZmRm3/zQ1NVFUVISgoCC4uLigbt26cHBwAACF9cP7UNP6RKb8e29aWlpo2LAhHjx4AKBsLLxEIuF6NoCyp/BOTk6VnsOy91ZkDA0NK93PvXv3xo8//oipU6fi1KlTKCoqQuvWrWFubl5p2mUSEhIglUoV1jd5eXlITk5WuN7IkSORk5OD6OhoAMCdO3dw79497kXumuZfEScnJ+48UkRNreySXVxczPt+8+bN0NPT4/2VfxFdFQsXLsTp06fl/iq+86iqdu3a8T63adMGxcXFePjwodJ1Kub/8uXLcHd359Un9evXh729vdy+fdcy+i7lqzrXsop5rKp8Mczn6rNvgFS8sNZkzGt5Q4YMwaFDh/D69Wv89ttv8PDwgJ2dndxyX3/9NRYuXIigoCCcO3cO8fHxGDNmjNxyV65cwapVq5CTk4P8/Hzu+/z8fEilUsydOxdCoZD7k90MP3/+XGH6hg0bhqioKGRlZSEgIABmZmYYMGAAb/y5qmSNIQDIycnB27dvoaOjw0vP1q1blaYFAL788kvUqVMHERERAMq6locPHw41NTXk5eWhtLQU+vr6vHX09PQAgHfDW930KuPt7c2lZdy4cVi8eLFcHHXr1sXkyZOhpaUFoGy8LwDs2LEDY8aM4W5Kp0yZgsOHD/PSOWzYMBgaGkJDQwPDhg3D6dOnAZQNbzh27BimT58OgUAAoVCIoKAg3tSXenp62L17NxISEiAUCrFt2zZYW1tXax8oExkZiUmTJnH7NiQkBJcuXUJaWhqX76ysLMyZM4e7GZbd7Li5uaFRo0YIDw8HAKSnp+Po0aO88jxnzhxMmjQJQNlQhO7du9c4rdUta3l5eSAiXsMBqHwoijIV45ChagxHAyA3BFAgEHBxJCcnw9vbG4WFhQgPD8eNGzc++IvBNa1PZGkXiUS873R1dbl3uHJycuTOYaCsPFd2Diva15Xt5w0bNmDJkiU4d+4cunTpAlNTU3z//fcqDxHKyckBgGrXN5aWlujevTv34CkyMhJt27blHurUNP+KVFWHWVpaQk1NDSkpKbzv+/Xrh/Pnz+P8+fPYt29ftbYp07hxY3Ts2FHur6bDVCvmRXZOVPYeZMV1cnJycOrUKV6ZFQqFePjwIa/Mvo8y+i7lqzrXsop5rKp8Mczn6rOfBcvGxob3wpqisfPV4efnh+DgYOzfvx+RkZGYM2eO3DIlJSXYsmULZs2ahWHDhnHfK3opVigU4vTp0xg/fjyGDh2KixcvQlNTEyKRCJqamvj2228RGBgot15lT2X69OmDPn36IC8vD9HR0QgODsbo0aNx8OBB7ma6vMpeQpUxMDCAUCjEzZs35cLU1dWVrqelpYVhw4Zh79698Pf3x/nz57kX+3R1daGurs7dGMjIPssq6pqmWRF1dXXuQiVrYJQnEAjk3kmQyczMxIIFC7BixQruOwMDA6Snp3MXGgsLCy7MyMiIe6Iru1iamZlx4WZmZrwXFPft24elS5fC19cXb968wbhx4zB37lyuIfAunj9/ztu2qakpBAIB0tPTYWFhwe1jZXmfNGkSVq5ciQkTJmDbtm3w8fHhXsAGAG1tbe7/ijcC1VXdsibbXsXzS3bz8W+zZ88eSKVSREREcC+Pl+/p+hDepT4hIuTl5fEaVTk5OdzxNzAwkDuHZcvIJnx4H2Tp//bbb5Geno4dO3Zg5syZMDMzw5QpU6pcX1afVFXfKDJ69GgMGjQIubm5iIyMxDfffMOLt6r8l2+AytSkDhOLxWjVqhX27t2LhQsXcj2QFhYWXN3zIaaELk/V+rhiQ0P2sn11HgwYGBjAy8sLv/zyi1yYrM4F3k8ZfZfypeq1TJnKyhfDfK4++x6Qbdu2cY0OGxubd56329TUFF26dMGyZcuQlZUFPz8/uWVKSkoglUphbGzMfSd7GbviRahp06aQSCQIDw/HnTt3uJfF1dTUIJFIkJqaCmdnZ+7P3t4eWlpaSp9KRUVFcRcgXV1d+Pn5YcyYMbh9+zaAsqd/+fn5vC58VV5ednd3R2FhIUpKSnjpkc3wVZnRo0cjLi4OoaGh8PDw4J6wa2pqolmzZrhw4QJv+bi4OABAq1atuDRXvJm8detWlWmuKdlNYUVWVlZYsWIFUlNTub+srCw0bNiQW6b8LC+ZmZlcV3vdunUBgDdla0ZGBm/fWVpaYs2aNXjw4AFOnTqF3bt3c70176pu3bq8bb98+RJEJHfslOV90KBBeP78Oc6fP49ff/0V48aNey/pUqS6ZU1bWxu2trZyvZvlZwL60KrTQ1JYWAhdXV3evpb1LlWMp7o9L8rUtD6ROXv2LPf/mzdvkJSUBGdnZwBljdZr165xM+0BZY2/P//8kzuHa0qWf1mPs6zeks3O16ZNG65uqyqOZs2aQUNDQ2F9Y2BgwNVLivTs2RNGRkZYunQpHj58iEGDBnFhquRfUR1W00kjpkyZgkePHmHZsmUKw8vP7KTMu5QrVevjijP1Xb16Fdra2lyvmyrc3d2RnJyMBg0a8MqtmpoaV6fKvEsZrWn5ku1HVa9lylRWvhjmc/XZN0A6duyI+Ph4EBFSU1PRvHnzd45zyJAhSEpKQqdOnXhPvGW0tLTQvHlzbN++HY8ePcKtW7fQq1cv9OjRA5mZmUhKSpLr1nVycsLy5cuxbNkyruIOCQnB/v37sXTpUty/fx/x8fEICAiAp6en0q79n376CYMGDcK5c+eQkpKCM2fOYO/evdx4eolEAiLCli1bAJS9V7Bu3boq8+zj44MWLVpg2LBhOHv2LFJTUxEREYEWLVpUub6rqytat26NlStXyo1r/e677xAdHY3Vq1fj8ePHOH36NL799lt06NCBexovkUhw4MABvHr1CkVFRfjxxx8rnc7xQxk4cCDWr1/PPdWKiYnB+PHjecvs3r0bBQUFKC0txa5du9C5c2cAZY3Bbt26YcWKFSAi5OfnY82aNdz7Q3l5eWjfvj3XU+Lo6AgzMzOFTxuV0dfXR2pqKoqKilBaWsp7n2DAgAFYv3499xRy2bJl8PHx4TWSK6OtrY3AwEBMmDABhYWFH/TH7mpS1vz9/REVFYVNmzYhMTERq1atUtiD8r7Jbtyjo6Nx9+5dldZp3bo1MjIyuCFl69evx5UrV2BmZoaEhATk5ORAKBRCR0cHZ8+eRXx8vNyY/5qoSX0ClL3btHTpUsTGxuL+/fuYOHEiAGDo0KEAymaWys/PR2BgIO7fv4/bt29jyJAh0NfXr/HvklTMf0lJCSZNmoSxY8ciPj4eKSkpiIiIwPXr13nvClUWh56eHkaNGoUff/wRUVFRePLkCXbs2IF169YhODi40h+T1dDQwIgRI7B8+XL079+fN9RGlfxLJBJcvXoVt27dAhHh2LFjOHbsWI32jZ+fH77++mvMmjULvXv3xs6dO3HkyBFs3rwZvXv3hp+fH/z8/OTeR5AxNDTEzZs3ER8fX6N6VNX6OCUlBYsWLcKjR48QExOD//znPxgwYIDSYY6KjB8/Hm/evMFXX32F+Ph4JCcnY9GiRXB1dcWVK1e45d61jKqpqVWrfCk6P1W5lilTWflimM9Wbb7x/qmSzYIlk5ubSyKRiDZt2sR9V3EWrPj4eJJIJCQUCsnZ2ZkiIyPp6dOnZG9vT3p6epSSksKbVYOobFatL774gmxtben169dERLRr1y5q2rQpaWlpkampKfXt25fu3bunNK3p6ek0ZMgQMjU1JS0tLbK2tqaJEyfyZtdasmQJ1a1bl/T19cnT05ObBSUqKoqI/pkFS5aX8nHLZocSCoXk4uJCq1evVmkfLl++nHR1dbl8lbd582ZydnYmTU1NMjU1pdGjR/NmPUlOTiYvLy/S1dUlKysrmjdvHn3//ffcrEJEZTMPzZw5U6W0VGbo0KFK4ykuLqYbmOXRAAAgAElEQVQZM2ZQw4YNycHBgdq2bUtxcXFcuKurK82YMYM8PDyofv361L17d95sJ7JZsJycnMjZ2ZlCQkJ4M59s3LiRnJ2dycXFhVxcXGjq1KlUUlJCRETTpk3jZrdSU1MjIyMjMjc3580klZaWRh4eHiQSicjU1JQmT57Mhb19+5ZCQkLIycmJnJycqH///vTs2TMuXDYzUcVjXl5qaiqpqanRggULqrFHFatsFiyiqstaxVmwCgsLafTo0aSvr09isZgGDRpEkZGRBIDS09MVpkHRLFienp68ZQ4dOkQAlM4SJZVKqXv37qSlpUWdOnUiIsVlcerUqdSgQQPuc0hICJmYmJCBgQH5+/tTdnY2zZ07l4RCIU2cOJGIymY2E4lEZGxszDsfZKo7CxZR9euTsLAw0tDQoAsXLlDLli1JS0uL7Ozs6PDhw7zlYmNjydPTk4RCIYnFYurWrRslJiZy4YpmwYqJieHFIZFIKDAwkPtcMf+XL18mb29vMjAw4MrEypUrlaZdURxv376lqVOnkqWlJWloaHCzGJaWllYaDxHRlStXCACdOnVKLqyq/Ofl5dHQoUOpTp06ZGxsTEOGDKG9e/cSAK5OVFT+KhMVFUVdu3YlIyMj0tTUJEtLS/L19aVjx47xlqtYDo4cOULGxsakq6tLx44d4+r/P/74Q+F2OnfuzJsFS5X6WF9fn1atWkVBQUFkZGREIpGIBgwYoLAcyyjL/7Vr16hz584kEolIX1+f2rZtS0eOHOHl732U0arKV8U6StH5WdW1rLJjXFn5YpjPkYDoPfXxM4wSRIQ2bdpAIpGo1NvyqWrcuDHmz58PX1/fj52UDyI3NxfW1ta4c+fOex3bz/x7rV27FsHBwTX+LYjPyfTp0xEdHa30t2iYj+NzKaOsfDH/az77l9CZj6egoAAPHz7EmjVrcO/ePe5Hxj5nn2t7nogwc+ZM9OnThzU+mP8pSUlJiImJwapVq/DHH3987OQwnxlWvpj/VawBwnwwd+7cQevWreHi4oJDhw6hXr16HztJTA3cu3cPHTp0QIsWLbBr166PnRyGqVVubm4wMDBAaGgoevfu/bGTw3xmWPli/lexIVgMwzAMwzAMw9Saz34WLIZhGIZhGIZh/j1YA4RhGIZhGIZhmFrDGiAMwzAMwzAMw9Qa1gBhGIZhGIZhGKbWsAYIwzAMwzAMwzC1hjVAGIZhGIZhGIapNawBogIvLy/4+PgoDPvzzz8hEAgQGRn5wdNBRAgPD4e3tzeMjIygo6MDe3t7jBgxQu7XUwcMGKA0zQDw008/QSAQIDs7W2G4hoYG5s2bp3LaEhMTIRAIEBsbq/I676Kq/DGqMzExwaJFiz52Mt5ZbZfBqgQFBaFx48YfOxly1q5dCw2NT+MnoEpKSuDn5wexWIz+/ft/7OT8q1Q8jrVxHn8udQXDMB/fp3EVYkBEGDp0KHbv3g1/f3+MHTsWurq6uH//Pn755Rd4eHjg6NGjaNeuHQBg3LhxePv2Lbf+unXrcPXqVWzbtu1jZYFRgh2b96NevXrYsGEDGjZs+LGT8q/WqVMnrF+//mMnQyXnzp3Dvn378J///Addu3b92Mn5V1u1ahWaNGnyXuM0MzPDlStXYGtr+8G2wTDM/ybWAPlEbNq0CREREdi+fTuGDx/OCxs7diy8vLywYMECxMTEAAC6dOnCW+b69eu1llametixeT8MDQ0xfvz4j52Mfz1XV1e4urp+7GSoJDMzEwDg6+sLExOTj5yaf7cRI0a81/iePHmCjIyMD7oNhmH+d7EhWO9ZcXExvvvuO1hbW0MoFKJ+/fqYMmUKioqKuGVu3LiBL774AiYmJtDX10f//v3x+PHjSuMNCwuDl5eXXOMDAPT09HDhwgWu8QHwhyh17NgRW7duxfbt2yEQCBAfH1/tfInFYqxcuZL33ejRo+Hm5sb7Lj09Hb1794auri5MTEwwbdo0lJaWKo134MCBGDRoEObMmQOxWIzDhw8DqP4+kkqlmDdvHpydnaGjowNHR0ds2LCBt8y1a9fQpUsXmJiYQCwWw93dHSdPnuQts3nzZjRu3BgikQgmJibw9fXFX3/9xYVnZGRg+PDhsLa2hkgkgoeHB86cOcOFq3L8y1N2bC5cuID27dtDJBJBLBbD29sbV69eVZr/O3fuQCAQ4NChQ3B1dYW7uzsXtnv3brRq1QpisRgWFhaYPHkyCgoKlMZVVR4BICIiAi1btoSenh5MTEzQp08fPHz4sFr7oSbnQWXHp+IQLKlUiq+//hrGxsbQ19fHqFGjEBUVBYFAgBcvXgAABg0aBD8/P2zduhVOTk7Q09ODRCLBpUuXeNutah8+e/YMPXr0gI6ODiwsLKocvjhz5kwYGBjIlYvly5dDKBQiJydHpe0qOn+q2veKhmD9+uuvaNSoEbS1tWFsbIyhQ4ciPT2dCzc3N8eaNWvw3XffwcrKCgYGBujduzfS0tK4Zc6fP4/27dujTp060NPTg5eXF86dO1fpfqisnM+aNQsDBgwAAJiamqJbt25y68+ePRsGBgZy5fnnn3+Gjo4ON8S0qvypUr+Zmprip59+Qo8ePSAUCvH69WuFeaqqnrl58yYEAgGioqLQqVMnGBgYwMTEBN999x1XV4aGhsLY2BgnTpyAq6srxGIx7OzssGPHDqX7suLwqMuXL3P7tn79+pg2bRqvV7yyc/jMmTOwsbEBANjZ2aFfv34Kt1FVPaXq+cUwzP8gYqrk6elJnTt3Vhh27949AkD79u0jIqKFCxeSmZkZHT9+nB4+fEjR0dFkaWlJP/zwAxERPXnyhPT19al79+5069Ytunr1KrVv354aNmxIhYWFCreRlZVFAGjOnDkqp9nX15dLc3Z2NkkkEho8eDBlZGSQVCql0NBQAkCpqamUlZUl96eurk5z587l4tPV1aUVK1bwthEYGEgSiYSIiG7fvk0AyNHRkcLCwujGjRu0ePFiAkDr1q1Tms4hQ4aQs7Mz9erVi86ePUsvX75UaR+Vzx8RUXBwMIlEItq+fTslJyfThg0bSEtLizZv3kxERAUFBWRsbEy9evWimzdv0p07d+ibb74hXV1d+uuvv4iI6Ny5cyQQCGjjxo304MEDunz5MrVv357atGlDREQlJSUkkUioYcOGdOrUKbp79y4FBQWRUCik27dvE1HVx78iRccmKSmJhEIhDR48mBISEighIYH69OlDenp69PTpU4Xx3L9/nwBQy5YtacuWLXTr1i0iIjpw4AABoO+//56Sk5PpyJEjZGVlRcOGDePWNTY2poULF6qcxytXrpBAIKCZM2fS/7F332FRXOsfwL9Lr4v0XgQVFBUFpQTUKKhRY4lYgy2WaNRcjdFcrz3RG3NjjF6NiVFiiUbE3jUSrwWUIKgEBRWMgJIIgoIUBXbh/f3BbycMu8CiiCXv53l4HmbmzDlnzpkZ5p1yuH79Ol28eJG6d+9OXl5eQp7P4zior38U+2B0dDQREX355Zekra1NGzZsoBs3btD8+fOpZcuWBIByc3OJiCgsLIxsbW1p8uTJVFxcTI8fP6ZevXpR69athXLVacPg4GBydHQU2mzatGlkY2NDnp6eKrclKSmJANCxY8dE8zt37kyDBw9Wu1xVx099bb927VrS1NQU8vjxxx9JIpHQ559/Tjdv3qQzZ86Qh4cH+fj4UGVlJRER2dvbk729PW3atIlkMhndvXuXbG1t6YMPPiAiouLiYpJKpTR58mRKSUmh5ORk+uCDD8jAwIAePnyosg3q289LSkpo06ZNBIBu3rxJjx49UsojPT2dJBIJ7dy5UzQ/KCiIRowYofb21Xd+IyKys7Oj1q1b0yeffEIXLlwgmUymVB91zjPVz5VxcXFUUVFBhw4dIi0tLdq4caOoj3r16kV//vknlZaW0sKFC0lDQ4Nu3Lihsh+rH8fp6elkbGxM48aNo9jYWNq3bx9ZWFjQtGnTiKj+Y7i8vJwiIyMJAF2+fJkKCwuVylDnPKXO8cUY+3t67QOQ06dPU4cOHQgAubi40JUrVxqcR0MCkGHDhimlvX79Ot28eZOIiObOnUsmJiaUn58vLL9z5w5paGjQ9u3b6yxj06ZNovkymYyKiopEP3K5nIiUL9D9/Pxo7NixwrQiAKnr52kCkDlz5ojSBAQE0BtvvKFyu4iq/kBpa2vTgwcPhHnqtFH17Xv06BHp6OiI6ktENHHiRGrRogURVf1BTUpKory8PGF5YWEhAaDIyEgiIvr2229JX1+fysvLhTTZ2dkUFxdHREQnTpwgAHT69GlheUVFBbm7u9PEiROJqP7+V6Vm38ycOZMsLCxE9SgqKiI9PT1atmyZyjzS0tIIAH388cei+f7+/tStWzfRvO3bt5NEIhEuEqpfVKizjY8ePaKEhATRBdihQ4cIAOXk5KjVDk9zHNTXPzUDEE9PTxo6dKgoj+DgYKUARCqV0uPHj4U0P/74IwGgkpIStdowKytLKdCurKykVq1a1RqAEBG1bt2aJk2aJExnZmYSANqzZ49a5SrqX/P4qa/ta164dujQgQYOHChKHxUVRQAoJiaGiKoCkJCQEFGa8ePHU+fOnYmIKCUlRdT2RFXnpzNnzgjtWJM6+/nu3btF/aVKSEgI9evXT5i+d+8eaWho0M8//6z29qkTgNjb24umVVHnPKPYTxXHnELPnj2pS5cuRFTVRzXbs6ysjIyMjGjhwoVCmtoCkHnz5pGVlZXw94Coar9uyDF8/PhxAkDp6ekqy1Cn/9Q5vhhjf0+v/StYM2fOFF5rycjIwHvvvfdcy+vfvz9OnTqFESNGYM+ePcjPz4eHhwdatWoFoOqxuK+vL5o1ayas4+joCFdX11pfjdLQqOommUwmmh8eHg5jY2PRT3R0dIPqe/jwYZw+fVrpR1FmQyk+glcICAjAjRs36lzH3d0dZmZmwnRD2ygxMRHl5eVKH6m++eabuHXrFoqLi6GtrY3y8nJMnz4drVu3hq2tLVq2bAngr/fMe/ToAYlEgq5du2Ljxo3IyMiAtbW18DpTXFwcdHV10a1bN6EMDQ0NdOnSRahXff2vjkuXLsHHxwfa2trCPCMjI7i7u9f7+lxAQIDwe2VlJRISElS2CxHht99+U1pfnW2USqVIT09H37594erqChsbG+HdcEVbPo/joL7+qY6IkJqaisDAQNH8d955RyltixYtoK+vL0ybmpoCAPLz89Vqw+vXrwOAqB4SiURlvaobPnw4Dh48KLx2s3fvXkilUvTr169BfVfz+GnIPiiTyZCUlAR/f3/RfMWrR9X7on379qI0pqamyM/PBwC0atUK7u7uCAsLwxdffIHLly9DU1MT3bp1g4GBgcrtf5b9vLqJEyfi559/Fl6r27t3L+zs7BASEtKg7VNH9eNLFXXOMwre3t6iaU9PT9y6davWNDo6OmjRooVSGlUSEhLg7e0NTU1NYd7o0aOxceNGAOodw/VRt//qOr4YY39fr30AUvMi62m+f9DU1Kz1Owa5XA4Awkl41KhROHjwIPLz8zF69GhYWVlhyJAhwh/HwsJCnDp1Cnp6eqKf33//Hffu3VNZhp2dHTQ0NJCeni6aP2jQIERHRyM6Ohq7d+9u8HYBVUMMv/nmm0o/EonkqfIzMTERTRsaGqKkpKRB6zS0jRTvy3fv3l2UXhFsZmdnIy0tDT169EBpaSm2b9+Oy5cvK3387e7ujtjYWLi5uWHu3Llo3rw5/P39cfHiRaGcsrIy6Ovri8rZvHmzUK/6+l8dhYWFkEqlSvONjY1RVFRU57rV2/Lx48eQy+VYvHixqL5ubm4AUGtb1reNkZGRGDp0KPz8/HD8+HEkJibi+++/F+XzPI6D+vqn5nbIZDIYGxuL5pubmyulrX5xVB0RqdWGij6pmY+RkZHKfBWGDx+O+/fv4/z58wCAPXv2YPDgwdDT02tQ39U8fhqyD5aUlKCyslJpf1O0W/X9TVU7ERGAqnNkdHQ0hg0bho0bN8LHxwcuLi7Ytm1brdv/LPt5de+88w6aNWuGiIgIAFXtOGbMGGhoaDRo+9RRs61rUuc8o1Bz/zA0NBQNiy6RSJSCt5ppapOfnw9DQ8Nal6tzDNdH3f6r6/hijP19vfajYDk7O4s+bPXy8mpwHpaWlrh69arKZbdv3wZQFSQoDBgwAAMGDEBJSQmOHj2KmTNnYuLEiTh06BBMTEwQFBSk8mRf82JJwcjICJ07d8auXbuwdOlS4QNSGxsb2NjYAKh6uvM8qQpIVH3IXDPYKC4urvdCrKaGtpHiomD79u0qh4h0dHTEihUrIJfLERERAT09PQBVo7zU1L59e2zfvh0VFRWIiYnB/Pnz0a9fP2RlZcHExAR6enq4cuWK0nrV7zTW1f/qbr8iqKqusLBQtJ/Vx8DAANra2pgxYwYmTJigtNza2lpl2fVt48aNG9GjRw8sXbpUWKZqX2js4wCou3+q09XVBVAVhFWn7t1dBXXaUPHRbc2Pkuu7UPTw8ED79u2xf/9+uLm5ITY2FosXL1a73Lqouw8aGhpCU1NTaX9TTNd3wV2dpaUlVqxYgRUrViAlJQUrV67EmDFj0KZNG/j4+Cilb6z9XEdHB6NGjcKuXbswcuRIREdHY8OGDQ3aPnXPb/WJjIxU6zwDKAc/hYWFwtMBoOoCvaSkRBRIFBYWCh+H18XS0lJl2yqoewzXpbH6jzH29/TaPwHZsmWLEHQ4Ozs/1f9aeOutt5CamioaZQqoesVl+fLlcHBwEB6VHzx4UAgGDA0NMWzYMEyaNEkIYHx9fZGWlgY3Nzd4eHgIPxoaGrC1ta21DrNmzcLt27fxn//8R+XyukZIUniWO05SqVTpgiopKUkpXc1/AhcfH9/gIT8b2kZeXl7Q1dXF/fv3RenNzc1haWkJXV1dlJaWwtDQULgoAKoCFuCvdomLi0NsbCwACK+PLF26FHl5ecjOzoavry9KS0tRUVEhKkdfXx8ODg4A6u//2lTvm06dOiEhIUE0QlJBQQFu3LiBzp07q92OGhoa8PHxQUZGhqi+rq6u0NHREV3sKKizjaWlpUpPEn766SfRdjyP46C+/qlOMfpTzacj+/fvV7v91G1Dd3d3AOKnqzKZTGnkMFWGDx+Oo0eP4tChQ7CyskJwcLDa5damIfugtrY2vLy8hKcwCop2Vnd/S09Px8GDB4XpNm3aYP369dDU1FT6J6kKjbWfA1WvYcXGxmLVqlXw9/cXXntSd/vUPb/VR53zjMLZs2dF0wkJCfDw8Kg1TXFxMW7evKmURpWOHTsiLi4OpaWlwrxt27aha9euqKysVOsYVqjt70Zj9h9j7O/ntQ9A3nzzTSQmJoKIkJGRgQ4dOjQ4j7Fjx8LPzw+hoaFYsmQJDh06hB9++AEBAQGIj4/HunXrhLvDq1evxvDhw3Hu3Dmkp6fjzJkz2LVrl/BO/ZQpU1BcXIxx48YhMTERaWlpWLZsGTw9PVW+SqIwbNgwfPjhh1iwYAH69++Pbdu24dixYwgPD0f//v0xbNgwDBs2TOldZwVTU1NcuXIFiYmJePDgQYPbwMfHBwcOHMCDBw9QXl6O5cuXq8xn3759iIyMRGZmJr777jucP38eo0ePblBZDW0jqVSK999/H4sXL0ZkZKTQ7j179hTea/bz80Nubq7wKtG3336LixcvwsrKCr/99hsKCwtx4sQJDBw4EHv37sXt27eRmJiINWvWwMXFBU5OTggJCUHHjh0xatQonD17FhkZGYiIiEDHjh2xbt06APX3vyo1+2bq1Kl4/PgxJkyYgNTUVFy9ehXvvvsupFJpg8fhnzNnDvbt24cvvvgCqampSExMxOjRoxEYGKjy9RN1ttHPzw9RUVGIi4tDZmYmPvjgA+GOZ0JCAp48efJcjoP6+qemoUOHYvfu3YiMjMTt27exZMkS/PHHHw1qP3Xa0NnZGQEBAVi+fDlOnjyJxMREvP/++9DR0ak37+HDhyM1NRXr16/HsGHDRE/SGtp3Cg3dB2fPno2jR4/i66+/RmZmJk6fPo0ZM2agW7duSsNs1+bOnTsIDQ3FypUrcfPmTaSmpmLZsmXQ0NCo9buJxtzPPT094efnh6+++grjxo1r8Pape36rjzrnGYVDhw5h586dSE9Px6pVqxAbGyv6RlFLSwtffPEFYmJikJqaiqlTpwIAwsLC6q3H5MmTIZPJEBYWhgsXLuDgwYP45JNP0Lp1a2hoaKh1DCuC3KNHjyIlJUWpjMbsP8bY31DTf/f+aiouLqZ//etf1LZtWzIwMKBmzZpR37596fz586J0OTk59O6775KlpSXp6OiQk5MTTZ06lQoKCoQ0CQkJFBwcTAYGBiSVSumNN95QGo6zNgcPHqRevXqRmZkZaWtrk52dHYWGhtKJEydE6WqOgnXs2DEyNzcnQ0NDOnHihDAKVvVRiKqrOQxvWloaBQUFkaGhITk4ONCSJUto7ty51LFjRyIiunz5MgGgEydOUJ8+fUhfX58sLCxo3rx5wlCXqoSFhVFgYKDS/PraqOb2yWQyWrhwITk5OZG2tjY5OjrStGnTREN3zpkzhywsLMjExIRGjhxJBQUFtHjxYtLT06OpU6eSTCajefPmkYuLC+no6JClpSUNHDiQUlJShDxycnJo9OjRZG5uTnp6etS6dWv6+uuvRcvr6/+aavYNEVFMTAwFBgaSnp4eGRkZ0VtvvUXXrl2rNQ/FKFhRUVFKy3bs2EHt27cXbdP169eF5dVHtlFnGx88eEADBw4kIyMjsrW1pSVLllBFRQX17NmTdHV1aceOHc/lOKivf2qOglVcXEzvvvsuGRoakoWFBc2YMYO2bdtGAIRhRVXtf4cPHyYAoiGP62vD9PR0Cg4OJl1dXbKysqJFixbR/Pnz1Rpu1MfHhwBQbGys0rL6ylVV//ravuboSURE4eHh5OHhQdra2mRpaUkTJ04UnRvs7e1p/vz5onU+/vhjcnNzE6Z//PFH8vLyEvozICCAjhw5Uue217efqzMKlsKXX35JhoaGKofrrW/76ju/1dYGqtR3nlHsp7t27aJ+/fqRgYEBmZubi0a4W7t2LWlpadH58+fJ29ubdHR0qHnz5qL2rGsULCKis2fPkq+vL+np6ZG9vT3NmDFDGHlKnWNYLpdTnz59SEdHh7p3766yjPr6T93jizH29yMh4i/BGGOvH5lMhoKCAlhaWgrzli5dijVr1ij9h2f2aiMiBAQEwMfHR3hS97K6du0a2rVrh+joaAQFBalM880332DmzJnCICeMMfa6ee1fwWKM/T0tX74crq6u2L17N27fvo0DBw5gzZo1Sq/osFfXkydPcO3aNUyePBnXr1/HvHnzXnSVGGOMqeG1HwWLMfb3NG/ePJSWlmL27NnIycmBg4MDJk2ahEWLFr3oqrFGkpycDD8/P7Ru3RqHDx+Gvb39i64SY4wxNfArWIwxxhhjjLEmw69gMcYYY4wxxpoMByCMMcYYY4yxJsMBCGOMMcYYY6zJcADCGGOMMcYYazIcgDDGGGOMMcaaDAcgjDHGGGOMsSbDAUgDDR8+HBKJBBs2bFB7nbZt22L69Om1Ls/Ly4NEIsGePXsao4qMMfZSuXXrFiQSCX755ZcXXRXBkCFDEBIS8qKrwRhjf0v8jwgboKCgAIcOHUL79u2xdetWvP/++y+6Sowxxp7C5MmTUVZW9qKrwRhjf0scgDRAREQEDAwM8PXXXyMkJAS3bt1CixYtXnS1GGOMNVDPnj1fdBUYY+xvi1/BaoAtW7Zg2LBh6NGjB5ydnbFt2zalNOfPn0eHDh2gq6sLd3d37N27VynN999/DycnJ+jr6yMwMBDJyclNUf1nduTIEWhpPb+Y9bvvvkNAQADkcrnSsrlz56Jdu3bPrWyFoKAgbNmyRe30V65cwZAhQ55jjWoXEhICGxsbSCQSXLt2rdHzX7VqFb755ptGz/dVUNf+9r///Q9OTk54+PBhresXFxejZcuWOHLkiGh+ZWUlgoOD8eWXX6pVj+joaHTt2hXNmjWDsbExgoKCcO7cOWF5WVkZ5syZA0dHR+jo6MDZ2Rnz588XHUPW1tZYvXo13n//fVhYWMDU1BSzZ8/G/fv3MXDgQJiZmcHJyUlpv9+5cyc6d+4MIyMj2NjY4KOPPsKTJ08AACNHjkRwcLAovYeHB6ytrUXzRowYgX79+gnTJSUlCAsLg7GxMUxMTPDRRx+hoqJCWH758mX07t0bFhYWkEqlGDx4MDIzM4Xl69atg7W1NQ4dOgRra2vMmTMHAJCbm4sxY8bAyckJBgYG8Pf3x5kzZ+ps2+qvYF2/fh0SiQSnT5/GoEGDYGFhAWtra3z44Yei+lXXpUsX9OrVS2n+O++8g4CAAADq9Y+RkRG++uorUR4TJ05Ep06dAADJycmQSCQ4fPgwPD094evrW+d2PavnfZ7/9ddfIZFIUFBQ8NzKYIy9Aoip5fr16wSAYmNjiYhowYIF1Lx5c6qsrBTSFBQUkJmZGfXo0YN+++03io+Pp+DgYDIzM6Np06YREdG5c+cIAM2aNYtu3rxJx44dIx8fHwJAu3fvblCdqpfdFPLz8+nXX39VK21D63b79m1q1qwZ/f777yqXf/HFF9SlS5cG5fk0AgMDafPmzWqn37x5M4WGhj7HGtVPV1eXrl692uj5jh07ltauXdvo+b4K6tvfZsyYQaNGjap1+eTJk2nixIkql2VlZVGzZs0oJSWlzjoUFxeTVCqlyZMnU0pKCiUnJ9MHH3xABgYG9PDhQyIiGj9+PJmZmdHOnTvp1q1btH37djI2NqaPPvpIyMfe3p4cHBzo8OHDVFlZSevXrycA5O3tTRcuXKDKykpasGAB6evrC/keOHCAANDcuXMpLS2Njh07Rg4ODsI2h4eHk6GhIclkMiIiys7OJn19fbK0tKSbN28KZdvZ2QMOg7wAACAASURBVNGqVasoLS2NAFCHDh1o7dq1lJiYSF9++SUBoJ07dxIR0Z07d0gqlVKfPn0oKSmJ4uPjqWvXrtSiRQsqLS0lIqINGzaQgYEBBQcH07Fjx+j27dtUUVFBPj4+1KJFCzp16hSlpKTQ9OnTSU9Pr87jIjQ0lIKDg4mIhPp5eXnRhQsXiIjol19+IQAUGRmpcv0tW7aQhoYG/fHHH6I+09fXp/Xr16vdP4aGhrRixQpR3hMmTCAfHx8iIkpNTRX6a9OmTZSUlFTrNjWGhpznn0ZRURHFxsaSXC5/bmUwxl5+r30Acvr0aerQoQMBIBcXF7py5cpT5fPJJ5+Qu7u7MH3r1i0CQGfPnhXm/fTTTwSAkpOThXlZWVkkkUiEAGTSpElkY2MjOvkq1qsrAPnxxx+pR48eFBUVRa1atSKpVEqjR48Wll+6dIm6du1KLVu2pBYtWtC2bduEZZWVlfTPf/6T7O3tycvLi9avX08aGhp069YtIiKaNm0azZgxQ0gfHR1N1tbWwvS1a9fI2tqaLCwsSFNTs1HrpjBu3DiaOnVqrdv//fff04ABA5Tm11d3d3d3WrVqFXXq1IksLS2pT58+lJeXJyzftWsXubq6UqtWrWjy5MkUEBAgCkC++OILcnNzI0dHRwoKChJdXH366adkZGREurq6ZG1tTdbW1rR161ZhuVwup/nz51OrVq3IxcWFBgwYQLm5ubVuY03qtBuR6gCkvrLlcjktWbKEnJycyNbWlnr06CHab3v37k06OjpkbGwsbFtaWpqwfPz48fTZZ5/RypUrydbWlgwNDWnjxo3C8q1bt1Lbtm3J3d2dfHx86JdffhGWTZ48WbiADw4OJg8PD4qJiVG7XVJTU+nNN98kFxcXcnR0pH//+9/Csnv37hEA+umnn8jd3Z2srKxoxowZVFFRQUREERERFBAQQPPmzSNHR0dydnZWGXDWtr8pZGdnk6GhoajNFG7dukUGBgZ09+7dWtefNWsWjRgxos7tTElJIQAUHR0tzJPJZHTmzBkqKSmhvLw80tLSolWrVonWmz9/PhkaGlJZWRkRVQUg/fv3F5Y/evSIAAjnJCKi5ORk0Q0Wf39/6tatmyjf7du3k0Qiobt371JGRgYBoPj4eCIi2rlzJwUEBFCfPn0oPDyciP66qL927Zrw+yeffCLK08HBQbgYnzt3LpmYmFB+fr6w/M6dO6ShoUHbt28nIqKNGzcSADp8+LCQ5sSJEwSATp8+LcyrqKggd3f3WoNAItUByLJly0RpXF1dac6cOSrXf/z4MZmYmIiCh507d5Kenh4VFBSo3T/1BSCKun388ce1bgsR0cSJE2n8+PHk7+9Pw4YNo/nz55OHh4foJkJd57P6zvOKc+nAgQPJz8+PgoKCKDs7u8461ayftbU1WVlZEQBRPxNVBZdt2rSh1q1bU7t27WjPnj1q580Ye/W89gGIl5cXARB+OnTo0OA85HI52dnZ0dKlS0kmkwk/gYGBNGHCBCGd4g9LTQ4ODsIf+8DAQOrXr59ouSKYqSsAiY+PJ1NTU+revTulpqYSEQkXVUVFRWRvb0+bNm0iIqL09HQyMzOjS5cuERFRVFQUWVlZUU5ODhERzZs3jwBQeno6EdV/Ea9w/fp1lX+YnqVuRERlZWVkaGgo3HlUJTIyksaMGaM0v766e3p6UqdOnejhw4ckk8moT58+Ql8UFBSQoaEhnTp1ioiITp48SRoaGsIF6a+//krGxsZ07949IqoKHgcOHCgqf+nSpbU+Afn666/Jy8tLuKv88ccfiy4E66JOuymoCkDqK/vf//43+fr6CsHY559/Tm5ubkK/EREFBwfX+gRkxYoV1LJlSxoxYoRwIaFYNzY2loyNjYWLm6NHj5KxsTHdv3+fiKr6zMbGRtgfV65cSUFBQWq1CxHRW2+9JVwU3r59m3R0dIQbC7m5uQSA3n//fZLL5ZSdnU329vbCsbV7927S09MTgqWYmBjS0tIS+lihtv2tuv79+9PChQuV5i9btox69epV57qXLl0iXV1dKikpqTWNXC4nd3d3cnJyouXLl9OlS5dETxZPnTolChoU9u/fL1z4E1UFILNnzxalASDq27t37xIAOnHiBFVUVJCWlpYosCOqupkCgI4cOUJERG5ubrR69WoiIvrggw9ozpw59Nlnn9HYsWOJiOiHH34gW1tbIvrrIvrAgQOiPL29vYUgoXv37tSzZ0+ldmjRooVQf0UAUv0mwqeffkq6urpKT10nTpxInTp1Um7Y/6cqADl06JAojY+PT51BzJQpU6h9+/bC9JAhQ2jkyJFEpH7/qBuA1HdBPnXqVHrrrbdIJpORoaEhbdq0iU6ePCn8zVPnfEZU+3ne09OTevfuTeXl5URUtf8vWLCgzjqpojhGqwcgubm5ZGBgQA8ePCAiot9//53CwsKa/Ck/Y6zpvPbfgPz222+i6cTExAbncfLkSfz5559YuHAhtLW1hZ/z589j9+7dwnvRRUVF0NfXV1rfyMhI+F1VmurLa2NiYoL8/HwsWrQILVu2BABoaFR136lTp1BWVob33nsPAODi4oLQ0FBEREQAqHpnvWfPnrCysgKARh+961nqBlT1kUwmq/Pd5sGDB2P9+vVPVb9Ro0bB1NQUWlpaGDVqFE6fPg0AiIuLg4mJCXr06AGg6qNUFxcXYT1fX1/cvXsXNjY2AKq+uUhNTVW73B9//BGTJk2CqakpAGDWrFk4cuQIioqK6l1XnXZ7lrIjIyMxefJkmJubAwDmzJmDX3/9Vei3+piYmCA7OxsbNmxAs2bNAPzV53v37sU777yDVq1aAQD69u0LR0dHnDp1Slj/rbfeEvZHHx8f3L59W61yAWDfvn1YunQpAKB58+Zwc3NT6pepU6dCU1MT1tbW6Nu3r9DnAGBgYIAJEyYAAAIDA9G8eXNER0eL1ldnf+vSpQvOnz+vNP/ChQvo0qVLnet27NgR2trauHTpUq1pNDU1ER0djWHDhmHjxo3w8fGBi4uL8O1ZYWEhAEAqlYrWMzY2BgDRfqarq6uUv56entI8IsLjx48hl8uxePFi6OnpCT9ubm4AgHv37gGoOh5iYmIAAGfPnkXXrl0RGBgotOW5c+eUPvQ2NDQUTUskEhCRsD2nTp0Slamnp4fff/9dKFPBxMRE+L2wsBBlZWXQ19cXrbd582al9eqj6vytqJ8qEydORFJSEn777Tc8efIEx48fF47ZhvSPOqpvsyoSiQTe3t7Q0tKCmZkZPD09YWFhgQcPHgB49vMZUPXtj7a2NoCGH7d10dHRARHhhx9+QGZmJlxdXbF9+3ZIJJJGyZ8x9vJ57UfBcnZ2Fn3E6OXl1eA8tmzZgsDAQKxevVo0v6ysDN27d8eBAwcwcuRIGBoaCn90qqv+sZ2hoSEePXpU6/LaKE7Eig8Tq3v48CEKCwtFF89lZWXCx58PHjwQLhIBCBd+jeVZ6gYA9+/fh4WFBTQ1NWstQ0tL66k/jFT8wQUAMzMz5OfnA6hqF8UFevXlCk+ePMHixYsRHR0NLS0tFBQUNOgP4sOHD/HZZ59hxYoVwjwTExPk5OQIFyHe3t64c+cOAGDAgAHYtGmTsG597fYsZefm5sLS0lJYpqWlBQsLC7W3TSKRoFWrVsJ2VHfv3j3Y2tqK5llZWSEnJ0dUFwVNTU2lD30//PBDIdgyNzfHzZs3hWUxMTH48ssvkZ+fDy0tLWRmZqKyslK0fs0+V7Sxoi7V+7H6PqGgzv5mZ2eH7Oxspfn3799X+hi7JolEAhsbG5XrV2dpaYkVK1ZgxYoVSElJwcqVKzFmzBi0adNGaMOa5xzFdH0XrLUxMDCAtrY2ZsyYIQRq1Sm2LTg4GDNmzEBubi5u3LiBwMBA6Orq4u7du/jzzz9x7tw5fPbZZ2qXa2JigqCgIHz//fdKy1TtZ9XX09PTw5UrV5SW1XVOaQw+Pj7o2LEjdu3aBW9vb5iZmQkf56vbP6rOKYqbWg2lCKA0NDSgo6MDAMKx8azns+p1BlQft09LKpXi7Nmz+Prrr/Hll1/CysoKixYtwvDhwxslf8bYy+e1D0C2bNmCmTNn4rfffoOzs3ODRjgC/vrfH6tWrVJ5gR0SEoIff/wRI0eOhLu7O8rLy5GSkoI2bdoAAK5evSq6yHB3d8fx48dRWVkp3DGOiopSuz6q7lo6ODjA3t6+1rtRZmZmoiDszz//FC2v+YdEVRD1vOoGqP4DrC516q64AwhUXZgrggxTU1Ol4K/6HdN///vfuHjxIs6ePQsjIyNERETg008/VbtuDg4OmDx5MsaMGVNrmp9//lmof/X2U6fdnqVsOzs7UUAgk8lw8+ZNtG7dWu2LNlX9DQC2trbIzc0VzcvNzYWDg4OatQeWLVuG+fPnA4DoqUxxcTHefvtt7NixA6GhoQCqjqmaHjx4IFwoV+9zxbLqai5XFxGp3HfV3Z9rW18hPT0dSUlJGDhwIACgTZs2WL9+PbZu3Ypr166hf//+0NLSwvnz5+Hv7y+sFxsbCxMTE+FpZENpaGjAx8cHGRkZ8PDwEOaXl5cjKytLCNp79OiB7OxsbNmyBW3bthXmd+jQAREREUhPT2/QP/rz9fXF1q1b4ebmJtxlB4DU1FSlgLbmeqWlpaioqICnp6cwPzMzs9FvtqgyYcIErF69GmlpaRgzZoywv3p5eanVP1KpVOk8lJSUpPKp1bN41vPZ89a5c2dERESAiHDixAm88847CAwMbNB5gzH26njtX8F68803kZiYCCJCRkYGOnTo0KD1IyIiIJPJMHjwYJXLhw0bhqioKNy7dw9vv/02jI2NMX36dMTHxyMmJgZTp04V3Q0dOXIkcnJyMGvWLFy9ehX79u3D1q1bn2kbAwMDUVZWhsjISADA48ePMWXKFFy4cAEA0K1bN/z888/4448/UFlZqfQkx9HRESkpKQCqLooU+TSG+uoGVN2RzsvLe6q7aerUfefOnXjy5AkqKyuxY8cO4Q6lr68vHjx4ILwaFBkZiby8PGG9P//8E56enjAyMkJxcTF++uknFBcXi/KWSqXIyMhAeXk5KisrRUOzDh06FN9++60QFEVFRWHKlCmi9S0tLWFjYwMbGxvRUyp12q0u9ZU9cuRIbNiwQVj+zTffYMiQIaLgQyqVCq9olJeXqx2YhoaGYv/+/bh16xaAqmE9c3JylIZtrYuJiYnQLtUvIh88eIDy8nLhgu7gwYPIzs5W6pfNmzcDqAoujh8/Lir74cOHOHjwIADg4sWLyMjIQNeuXdWum8K9e/dET1oUaj7tUYWIkJOTo3J9hTt37iA0NBQrV67EzZs3kZqaimXLlkFDQwMBAQEwMzPD+PHjsXz5chw8eBB37tzBjz/+iHXr1mHmzJnPNJTqnDlzsG/fPnzxxRdITU1FYmIiRo8ejcDAQOHVIXNzc3To0AFr164VvXIWFBSEtWvXol27dnVuX01TpkxBcXExxo0bh8TERKSlpWHZsmXw9PTExYsXa10vJCQEHTt2xKhRo3D27FlkZGQgIiICHTt2xLp16566DdQVFhaGP/74AwcOHMC4ceOE+er2j4+PDw4cOCDs28uXL1cKkhuDOuezZ6W40aDuq6IKcXFxGD58OMrLyyGRSODj4wN9fX1+BYux19hrH4A8q61bt6Jr16613kkbNGgQNDQ08NNPP8Hc3Bz79+/H/fv3ERgYiPHjx2PmzJlo0aKF8Bi8V69eWLVqFXbv3o3OnTvjq6++wsaNGwFA6TUSdRkYGODw4cP45ptv4ObmBi8vL0ilUuGbit69e2PcuHHw9vaGu7s7/Pz8ROuPGzcOcrkcfn5+GDBgADp16iQKBrp06QIbGxt06dIFFRUVwoXhjh07nrluQNWdQh0dnTovMmpTX90V9e/RowdcXFxQWVmJxYsXA6i6QNiwYQPGjx8PR0dHxMbGokuXLsI73zNnzsSFCxcQEBCAd999F4sWLYJEIhHuSAPA8OHDoa2tDVNTU9jY2GDZsmXCsunTpyM4OBg+Pj5o1aoVlixZIrpAeZZ2mzJlitAPZWVlePPNN2FjY4N58+apVfaMGTPQu3dvtG7dGi4uLjh69KhwUa4wc+ZMHD16FEZGRnB1dcWxY8fUqru/vz/WrFmDd955Bx4eHvj8889x5MgRUYD1tJydnTFz5kx069YN3bt3R1paGubMmYN//etf+N///ieks7OzQ8eOHdG+fXsMGTJE1Geenp44deoU2rRpgxEjRiA8PPyp7pRHR0cjKChIaX717yBqc+XKFcjlcvj4+NSaplu3bti8eTO2bdsGb29vdO7cGVFRUdi/f7/wfc3atWsxbtw4TJ06FW5ubliyZAkWLFgg7ONPa/Dgwdi+fTsiIiLQrl079OrVC2VlZTh9+rTodaiQkBDcvXtXFMAFBQUhMzOzQU8/gKq+PX36NHJychAYGIhOnTrh+PHjOHTokOgJQk2ampo4ceIE2rVrh9DQULRu3RpLly7FwoULMXv27IZvfAM1a9YM3bt3h7+/v9I/plWnf77++muYmprC2dkZbm5uKC8vx9ixY5/670Ft6jufPct5XqGiogJ//PEHSkpKGlQ3Hx8f2NjYwNPTE56enujZsydWr14Ne3v7BuXDGHt1SKiuL+zYa0kul0NbWxvp6emibwxepPHjx0NfX7/R71i2bdsWn376qfC6Dnu95eXlwdLSEnl5ecIH9tXt2bMHn376Ka5evfpM5dy/fx+urq6Ij49H69atRctu376N9u3b48aNG7W+PvLxxx/j3r17Dbq4Yy+n3NxcuLq6YtOmTRg6dOiLrs5L7+7du3BxcUFJSUmtr3Eyxl5//ASEvRQWLlyIHTt2NNqoKtVxjP33U1efN8b+8Pnnn+Odd95RCj4AwNXVFaNHj671/fo//vgDmzZtwsKFC5+5HuzFefjwIeLi4jBw4EC0adOGb3LUoaCgAHK5HHK5HN9++y06duzIwQdjf3McgLCXQvPmzbF8+XKEhYVBLpe/6OowVqvTp09j3759+O9//1trmhUrVuDs2bM4cuSIaH5lZSXGjBmDuXPnqgxe2Ktj8+bN6Nq1KwwNDbFnzx61h7D+O9q9ezesra1hamqKmJiYZ/7ukTH26uNXsBhjjDHGGGNNhm/ZMMYYY4wxxpoMByCMMcYYY4yxJsMBCGOMMcYYY6zJcADCGGOMMcYYazIcgDDGGGOMMcaaDAcgjDHGGGOMsSbDAQhjjDHGGGOsyXAAwhhjjDHGGGsyHIAwxhhjjDHGmgwHIIwxxhhjjLEmwwEIY4wxxhhjrMlwAMIYY4wxxhhrMhyAMMYYY4wxxpoMByCMMcYYY4yxJsMBCGOMMcYYY6zJcADCGGOMMcYYazIcgDDGGGOMMcaaDAcgjDHGGGOMsSbDAQhjjDHGGGOsyXAAwhhjjDHGGGsyHIAwxhhjjDHGmgwHIIwxxhhjjLEm81IEIAsWLICent5zybtt27aYPn36M6epT15eHiQSCfbs2aP2OqNGjUJQUFCdaYYMGYKQkJBnqtvLZM+ePZBIJMjLy1O5/Nq1a5BIJIiJiXmmcqZPn462bdsK0xYWFli2bFmt6Z+m/6ysrLB8+fJnqufzUN+21iY7Oxs2NjbYvn27MO/JE6B9+0Jheteucsyf/0S03sOHhP79iyGR5CMxsUIp38ePgalTH8PKqgB6evno0qUIFy+K01VUAJ99VgoHhwIYGOTjjTeKEBMjBwBkZWXBwsICu3btavA2McYYY+zl81IEIH8XQ4cOxZYtWxq0zuTJkzFz5sznVKOXj729Pb777ju0aNECAJCcnAwXF5dnznflypXo27fvM+dTnZGREYyMjIRpKysrZGRkNGoZTYWIMGLECPTu3RujRo0S5qekVMDD46/TRHJyBTw9NYXpuLgKdOxYiMzMylrznjixBAcPluPrrw1w9Kgx7Ow00LNnIf74g4Q0//znE6xbV4r//McAUVHGsLOT4K23ipCXR3BwcMDmzZsxYcIEpKWlNfKWM8YYY6ypab3oCvydXLp0Cf369WvQOj179nxOtXk5mZqaYsqUKcL0pUuXGiXfsWPHNko+1VUPQO7cuYPc3NxGL6Op7N27F7Gxsfjpp59E869dq4Cn51+nieTkCgwerCNMf/75E0yerIvu3bXwxhtFSvnevl2JiIhyHDhghIEDtQEAXbtqoXlzGdasKcV//qOPe/cIa9aUYt8+I7z9dlUab28jbNpUBpmsKp/+/fujU6dOWLBgASIjIxt78xljjDHWhF6ZJyD379/HmDFjYG9vD319fbRq1Qpr1qwRpTl//jw6dOgAXV1duLu7Y+/evUr5qJPm8uXL6N27NywsLCCVSjF48GBkZmaK0nz//fdwcnKCvr4+AgMDkZycXGf9JRIJ0tPT8d5776FZs2bCfC0tLezfvx/u7u7Q1dVFu3btkJCQICyv+QpWeHg42rZtCwMDA1hYWCA0NBRZWVl1N95TiIiIgLe3N4yNjWFhYYEBAwbg999/F5Z/9913sLKyQlxcHPz8/GBiYgJXV1ds2rRJSCOXyzF9+nSYmppCKpXi3XffxaNHj+ost/orWEuWLMHYsWORmZkJiUSC1atXq1znzz//RN++faGvrw8bGxssWbJEKU3N15Lq6z91tm/kyJFo27Ytzpw5A2dnZwBA8+bNMWjQIKXyR44cieDgYNE8Dw8PWFtbi+aNGDFCCFKzsrIwfPhwmJmZCftG9dejkpOTIZFIcPjwYXh6esLX11dl+5w9exa6urrYsGGDyuUA8PnnnyMsLAz29vai+VUByF9PPG7cqISHx1/T69YZYN48PUgkqvP95RcZdHSAt97SFuZpa1dNR0VVRRdHjpTDyEiCvn3/SqOvD0ybpgtb278ynjt3Lvbs2SPaDxljjDH2CqKXwPz580lXV7fONP369SM3Nzc6e/Ys3bx5k3744QfS1NSk/fv3ExFRQUEBmZmZUY8ePei3336j+Ph4Cg4OJjMzM5o2bZraae7cuUNSqZT69OlDSUlJFB8fT127dqUWLVpQaWkpERGdO3eOANCsWbPo5s2bdOzYMfLx8SEAtHv3bpX1z8rKIgC0du1aevDgARERhYWFUfPmzalXr14UHR1N0dHR1L59e2rdurWwXmhoKAUHBwvlSiQS2rBhA926dYvi4uKoa9euFBAQ8Aytr+zixYskkUho/vz5dP36dbp48SJ1796dvLy8hDQbN24kHR0d6tevH929e5cqKytp8eLFpK2tTVlZWUREtHTpUtLR0aFNmzZRWloaffvtt+Tk5EQAKDc3V2XZV69eJQAUHR1NJSUl9I9//IMcHR0pNzeXnjx5onKd4OBgcnR0pFOnTlFKSgpNmzaNbGxsyNPTU0hjbm5OS5cuJSL1+k+d7VMoLy+nyMhIAkCXL1+mwsJCpTqGh4eToaEhyWQyIiLKzs4mfX19srS0pJs3bwrp7OzsaNWqVVRWVkYeHh7k5eVFZ8+epdTUVFq8eDEBoIMHDxIRUWpqKgEgb29v2rRpEyUlJSlta2pqKpmZmdH8+fNr6276o+pdKNq7d68wb9CgInJ2LiA9vYdkb59Pzs4F5ORUQDo6D8nZuYAWLXosyiM2VkbAQ7pyRS6a//HHj8nVtUCpzM8/f0JGRg+JiOjDD0vI3/8RRUSUUdu2j0gqfUhBQYWUlCTOq7S0lPT19WnNmjW1bgtjjDHGXn6vTACSlpZGt2/fFs3z9vamDz74gIiIfvrpJwJAycnJwvKsrCySSCRCcKFOmrlz55KJiQnl5+cLae7cuUMaGhq0fft2IiKaNGkS2djYkFz+1wWSIu/aApAnT54QANq8ebMwLywsjPT19SkvL0+YFx4eTgDo0aNHRCQOQL799lvS19en8vJyIX12djbFxcXV2XYN9ejRI0pISBAulomIDh06RAAoJyeHiKou0AFQTEyMkObOnTsEgI4ePUpERC1btqShQ4eK8p40aZLaAQgR0T//+U9ydnauta6KwG7dunXCvMrKSmrVqlWtAYg6/afO9lV3/PhxAkDp6ekq65mRkUEAKD4+noiIdu7cSQEBAdSnTx8KDw8noqp9HABdu3aNDhw4QADoypUronwCAwMpJCRElP7jjz8WpVFsa15eHrVs2ZLGjBlTa/sRkRA8Kfq2OmfnAqqoqPr9wgUZjRpVrDKP2gKQSZNKqEOHR0rp164tJeAhVVQQjRhRTDY2+eTr+4h+/llG//ufjLp3LyQTk3zKza0UrdelSxcaNmxYndvDGGOMsZfbK/MKlpGREf773//Cy8sLdnZ2sLGxwdWrV/Hw4UMAQEpKCgwNDdGmTRthHXt7e9ErJeqkiYuLg6+vr+g1KUdHR7i6uiIxMVHIx8fHB5qaf72K4ufn91Tb5e7uDnNzc2HaysoKAFBUpPw+fY8ePSCRSNC1a1ds3LgRGRkZsLa2rvXVm6cllUqRnp6Ovn37wtXVFTY2NsI3FIr2Vmjfvr3wu6mpKQAgPz8f5eXluHXrllLdnradanP9+nUAEJUjkUjqbJOG9F9t29dQzs7OcHNzw/nz5wFUvRYVFBSEgIAAREdHAwDOnTsHW1tbeHp64tKlS9DX14eXl5con06dOgn7oUJAQIBSeeXl5Rg8eDAcHBwQHh5eZ91ycnKgpaUFS0tL0fw7dyrh6KgBjf8/S1y5UgFvb00VOTwbmYyQk0M4cMAYvXppoXt3LezZYwS5nBAeXiZKa2tri3v37jV6HRhjjDHWdF6JAEQmk6F3796IiorCypUrcfHiRSQmJqJjx45CmqKiIujr6yutW32UInXSFBYW4tSpU9DT0xP9/P7778KFj6p8qufREIaGhqJpyf+/TE9ESmnd3d0RGxsLNzc3zJ07F82bN4e/vz8uXrz4VGXXJjIyEkOHDoWfnx+OHz+OxMREfP/99yrTqmpPIkJJSQmI2PkpQQAAIABJREFUqNHaqTaKQK0h5TSk/2rbvqcREhIiDC989uxZdO3aFYGBgaIARDHoQGFhIYyMjIT9QcHY2FgpODUxMVEq67///S9iYmKQm5uLigrloXGrKywshFQqVSrr8uUK+PhoVpuWo2PHho1b0ayZBI8eKbdXQQFBKgU0NABjYwlsbSWi7z3MzCRo00YTycniujdr1gwFBQUNqgNjjDHGXi6vxChYcXFxSEpKwrlz59ClSxdhfm5uLpo3bw6g6kK+sLBQad3qFyvqpDExMUFQUJDKC25jY2Mhn5ofUzfVRVH79u2xfft2VFRUICYmBvPnz0e/fv2QlZUFXV3dRilj48aN6NGjB5YuXSrMe/LkSR1rKDMwMACA595OigCuIeW8qP4LDg7GjBkzkJubixs3biAwMBC6urq4e/cu/vzzT5w7dw6fffYZgKr9sKioCEQkCgwKCwtVBhw1tWnTBt999x26deuGuXPn1voBP1D1xKuwsFAoKzW1Er16FaGggKCtDRw4UPWx+L17lTh5Ug4NDeDkSWO0alX//Qt3dw1kZVWitBSo/q9+bt78a3Stli01sXNnOYgg+phdLgd0dMT5FRQUiJ5OMsYYY+zV80o8ASktLQUA0atKsbGxSE9PF+5Gu7u7o7y8HCkpKUKaq1evIjs7W5hWJ42vry/S0tLg5uYGDw8P4UdDQwO2trZCPklJSais/Ot/H0RFRam1LU979xyoCsRiY2MBAJqamujWrRuWLl2KvLw80TY8q9LSUlFbAxCGZ1W3/rq6unBxcVF6XUjddqqurjLd3d0BQFSOTCbDmTNn6lznafuvPnXVtUePHsjOzsaWLVvQtm1bmJqawsDAAB06dEBERATS09OFEc86deqE0tJSXL58WZRHbGwsOnfuXG89+vXrhw4dOmDt2rVYs2YNTp48WWtaa2tryOVy4Z9DtmqlgYwME3TurIn4eCkyMkyQnGyCVq00ceeOCTIyTNQKPgCgVy9tyOXAkSMyYd6TJ8DPP8vQp0/VqFdvvaWN0lLg2LG/0ty/T7h+vQLt24vvkdy7dw82NjZqlc0YY4yxl9MrEYB4eXlBT08Pa9aswb1793Dy5ElMnz4dvXr1ws2bN3H//n28/fbbMDY2xvTp0xEfH4+YmBhMnTpVNMypOmmmTJmC4uJijBs3DomJiUhLS8OyZcvg6ekpvOo0cuRI5OTkYNasWbh69Sr27duHrVu31rkNenp60NfXx9mzZ5GYmAiZTFZnelVOnDiBgQMHYu/evbh9+zYSExOxZs0auLi4wMnJCQAwceJE/OMf/xDW+fXXX+Hv74+kpCQAVd8G+Pv71/kPEf38/BAVFYW4uDhkZmbigw8+gJ2dHQAgISFB7achI0eOxMGDB7Fx40Zcu3YNK1euxJUrVxq0zaampsjOzkZ0dLTSUMhA1bcVAQEBWL58OU6ePInExES8//770Kl567xGvRraf+rUEwCOHj0qCnCrMzc3F4KC6k/ygoKCsHbtWrRr1064uO7Tpw/atGmDSZMmIT4+Hrdv38a8efOQkJCAWbNmqV2vMWPGIDQ0FO+99x4ePHigMk1QUBAAiP77PBGQmVkJF5eqU0R8vBy+vuLvPyorgTNn5DhzRo7Ll6telUpIqJr+9deq/2Lu6KiBceN08OGHJdi2rRxRUXIMHVoMAJg6teqJnbe3JgYM0MaECSXYtascp07JERpaDKlUgvHj/3qqV15ejkuXLonarub+zhhjjLFXwAv6+F1EnVGwIiIiyMXFhfT19alLly6UlJREx48fJ6lUKox29Msvv5Cnpydpa2tTy5Ytac+ePRQYGCiMlKVumoSEBAoODiYDAwOSSqX0xhtv0LFjx0T1WbVqFdnZ2ZGuri4FBATQlStXCABFRkbWug2ffvopGRgYkLm5OeXn51NYWBgFBgaK0hw+fJgA0N27d4lIPAqWTCajefPmkYuLC+no6JClpSUNHDiQUlJShPX9/PyE9ER/jc6kGFVKMRqXYkQoVR48eEADBw4kIyMjsrW1pSVLllBFRQX17NmTdHV1aceOHcIoUdVHyioqKiIAtG3bNiKqGjZ14sSJJJVKycjIiIYPH0579uypdcQlIuVRsDIzM8nDw4N0dHRo0aJFKtdJT0+n4OBg0tXVJSsrK1q0aBHNnz9fNJxx9VGwiOrvP3W2rzq5XE59+vQhHR0d6t69e61tO2fOHKX9ZO/evQSAPvroI1Hau3fv0pAhQ8jExIR0dHTI29ubDhw4ICxXjIIVFRUlWq/mtubl5ZGtrS0NHjy41np17NiRxo8fL0ynpFTQ228XCdPLlz+hjRtLRes8eUIEPFT54+xcIEo3fXoJWVjkk57eQ+reXXmI3aIioqlTS8jcvCpNSEgh/f57hSjNzz//TBKJhG7duiXMq7m/M8YYY+zlJyF6hneCGGOvhd27d2P06NG4ffu28LTrZRMcHAxzc3Ps2rXrRVeFMcYYY8+AAxDGGIgI3bp1Q4sWLfDPf4bDw6Pu/1jflFavNkCLFr9g+PDhuHTpkvDdD2OMMcZeTa/EKFiMsedLIpFg586d8Pb2RnBwBIjCXnSVBFlZWejYcRzCw8M5+GCMMcZeA/wEhDHGGGOMMdZkXolRsBhjjDHGGGOvBw5AGGOMMcYYY02GAxDGGGOMMcZYk+EAhDHGGGOMMdZkOABhjDHGGGOMNRkOQBhjjDHGGGNNhgMQxhhjjDHGWJPhAIQxxhhjjDHWZDgAYYwxxhhjjDUZDkAYY4wxxhhjTYYDEMYYY4wxxliT4QCEMcYYY4wx1mQ4AGGMMcYYY4w1GQ5AGGOMMcYYY02GAxDGGGOMMcZYk+EAhDHGGGOMMdZkOABhjDHGGGOMNRkOQBhjjDHGGGNNhgMQxhhjjDHGWJPhAIQxxhhjjDHWZDgAYYwxxhhjjDUZDkAYY4wxxhhjTeaFByCjRo2CRCKp82f9+vW4desWJBIJfvnllxdSzwULFkBPT++FlN1U8vLyIJFIsGfPHrXXGTWqBEFBRXWmsbAowLJlpc9avUY3ZEgxQkLqrntjsLCwwLJlyxo1z/DwcEgkEsjl8kbN93XwzTffQEtL60VXo9EMGTIEISEhL7oajeLatWuQSCSIiYl50VXBf/7zH1haWsLMzOy5lzVq1CgEBQU993IYY8+fg4MDFixY8NzLeZnOl8/DCw9A/vWvfyEqKkr4sbOzQ69evUTz+vfv/6Kr+VKxsrJCRkaGML1u3TqMGzeuScoeOrQYW7aUN2idlSsN0Lev9nOq0dObPFkPM2c+/6By5cqV6Nu37zPl0ZR9zNRT8zh8XiZPnoyZM2c2ap5Dhw7Fli1bGjVPVZKTk+Hi4iJM29vb47vvvkOLFi2ee9l1KS8vx4IFCzBo0CCcOXOm0fNvqvZljD1/z+tcX995oub5sub59FX3wm8Tenp6wtPTU5jW19eHra2t0h2/W7duNXXVXkp37txBbm6uaN6lS5earPxLlyrQr1/D1hk7Vuf5VOYZ9ezZNLv/2LFjnzmPpuxjVj9Vx+Hz0rNnz0bP89KlS+jX0AP5KcupztTUFFOmTHnu5danqKgIcrkcvXv3Rvv27Rs9/6ZqX8bY8/U8z/X1nSdqni9ft+uAF/4EpKFKSkoQFhYGY2NjmJiY4KOPPkJFRYWwPDc3F2PGjIGTkxMMDAzg7+8vusP13XffwcrKCnFxcfDz84OJiQlcXV2xadOmZ65beHg42rZtCwMDA1hYWCA0NBRZWVkAgCtXrkAikeDgwYPo3r07TExMYGFhgdmzZ6OyslLIIysrC8OHD4eZmRl0dXXRrl07bN++HQBw5swZODs7AwCaN2+OQYMG4c0338TmzZuxdetWSCQSJCYmAgAuX76M3r17w8LCAlKpFIMHD0ZmZqaovt9//z2cnJygr6+PwMBAJCcn17l9Ekk+0tMr8d57JWjWrECYr6UF7N8vg7v7I+jq5qNdu0IkJPzVJzVfwQoPL0PbtoUwMMiHhUUBQkOLkZVVidpYWhZg9eoy9O1bDD29fDx6RP+/jRXo3bsIFhYFkErzMXhwMTIzxfls3VoOT89H0NfPR5s2j7B5819Pb6q/gnXlSgUkknwcPChD9+5FMDGpqtvs2U9QrXuQm0sYM6YETk6PYGCQD3//Qpw5U/drUNVfwbp+/TokEglOnz6NQYMGwcLCAtbW1vjwww9F+3F1tfUxAKSmpiIwMBB6enqws7NTupuyc+dOdO7cGUZGRrCxscFHH32EJ0+e1FpXRf1OnjyJ4OBgmJiYwMnJCTt27MDFixfh6+sLqVSKDh06ID4+Xljv/v37GDNmDOzt7aGvr49WrVphzZo1orytra2xZs0azJ49Gw4ODjAxMUH//v2RnZ0NAEhISIBEIkFCQoJovRYtWmD27NnCdEJCAnr27AkLCwsYGRnB19e3Qa9mymQyzJ49G05OTtDT04OjoyNmzZqF8vK/9o26jh9VxyEAGBkZ4auvvhKVNXHiRHTq1AmA+ueAmqq/gqXu/lPXuUgikSA9PR3vvfcemjVrBgCwtLTE6tWr0bdvX+jp6eHRo0f46quvYGRkJKpLVlYWJBIJjhw5IszbunUrPD09oa+vjzZt2mDz5s0AgCVLlmDs2LHIzMyERCLB6tWrVb5S8MMPP6BNmzbQ1dWFubk5wsLCkJOTIywfPnw4hg0bhs2bN8Pd3R3Gxsbw8fHBr7/+KqSJjo5G165d0axZMxgbGyMoKAjnzp1T2Z6//PIL/o+9+w6L4mj8AP49jt6RKlhQOghIUFSwY8fIazB20dhjT6xRExJ74quJJSbRxCTYNebVKGosscUQG2LDYBcbCgKCSOf7+4PfbVjugMOCKfN5nnsedmd3Z3Z3Znbmdm6wsbEBUPINpGpobV5eHiZPnozatWtDX18fdevWxYwZM2TDHDVdp7I0XV8A0NXVxf/+9z94eHhIdXvpvF5YWIgPP/wQnp6eUhn64osvNJ7DyzJz5swqv2l1c3N7Samp2AcffAAHBwcYGBhg+fLlL/z4Z86cQY8ePV74catiwYIFaNiw4StNw/OqqC4CKm+zff7557C3t8dPP/0Ee3t7TJ48GSEhIejUqZNaXF26dEFwcDCAysvTxYsXoVAosGPHDvj4+CAoKEjteOXV9QCgVCoxa9YsODg4wNDQEF26dMHDhw+l8MqeieXVE6WVri811ad/e/yLcXFx4cCBA9XWX7lyhQDYsGFDLlu2jPHx8fzkk08IgBs3biRJFhUVMTAwkK6urjxw4AATEhI4ZswYGhoa8vz58yTJVatWUV9fn2FhYbx9+zaLi4sZFRVFPT093rlzp9x0zZgxgwYGBuWGHzlyhAqFgitXruTVq1d5/PhxtmzZks2aNSNJnj9/ngDo7u7O48ePs6ioiD/99BN1dXW5atUqkmReXh49PT3p7+/Pw4cP8/Lly4yKiiIAbt++nfn5+dy0aRMBMC4ujpmZmczIyGBgYCB79+7NlJQUFhYWMikpiebm5uzcuTPPnTvHkydPsmXLlnR1dWVubq6UXgB89913mZiYyF27djEwMJAAuGXLFo3neOdOMYE0LluWy0ePikmS/fo9Yb16GezQIZNHjxbw6NEC+vk9ppdXhrSftXU6Z8/O+f94C6hQpHHlylxevVrE48cL2bJlJps1yyz32jo6ptPLK4NTpjzlb78VsKCATEoqorl5Gjt3zuK5c4U8ebLkOK6uGfz/U+QPP+RTqUzjJ5/k8NSpQi5enEOFIo1btuSTJCMishgamvn/96eQQBrd3TN4/Hghi4rIn37Kp65uGletyv3//EUGBj6mq2sGDxwoYEJCEceMyaahYRrPny8sN/3W1tacPXs2yT/zsb+/P3/77TeS5P79+wmAmzZt0ri/pnu8atUq6urqsk2bNty2bRtPnz7Nvn37UldXV8rH27ZtIwBOmzaNV65c4a5du1irVi3279+/3LSq0hcUFMRLly6xsLCQffv2pZmZGTt06MC7d+8yNzeXbdu2ZZMmTaT9wsLC6OLiwsOHDzMxMZHffPMNlUol//e//0nbODk50cnJiatXr2ZBQQFv377NmjVr8u233yZJnjx5kgB48uRJWZpcXFw4ceJEkmROTg6tra3ZtWtXnjlzhhcvXuS4ceNoYmIinfeyZcuoVCrLPcfZs2fTzs6OP//8M69du8aYmBg6OjryvffeI8lKy4+mckiSJiYmXLhwoSyuIUOGMDAwkKR2dYAmERERDA0Nld2fivJPZXXRnTt3CIDLli3jo0ePSJKOjo708vLilClT+Ntvv7GgoIALFy6kiYmJLC23b98mAO7YsYMk+cMPP1CpVPKTTz7hqVOnuHjxYioUCm7ZsoXZ2dkcN24ca9euzZSUFObk5EjX4OjRoyTJ6OhoKhQKzps3j4mJiTx06BA9PT0ZGBjI4mJVHdOPNWvW5IgRI/jkyRM+ffqUHTp0oJeXF0nyyZMnNDc354gRI5iQkMCLFy/y7bffprGxMdPS0tSuZ35+PhMTEwmAq1evZmpqKkly8ODBrFGjBjdu3MirV69y7dq1NDMz4zvvvCPtq+k6laXp+vbr14/16tVjhw4dePToUR49epR+fn7SOZDkhAkTaGxszO+//55XrlzhF198QX19fX799dfl5o0XbcaMGRqfv+W5ceMGra2tX2KKKtexY0cuW7bshR/322+/ZUREhNbbq/Lri3T37l2eO3fuhR+3ulRWF2nTZlu5ciWNjY0ZGhrKXbt28fr161y6dCn19PSYkfFnOyMjI4P6+vpcunQpycrL0+XLlwmAr732GlevXq3xOpdX1zs5OdHDw4NjxozhqVOnuHXrVlpYWHDkyJHSvpU9EzXVE2WVri811ad/d3+7DsiUKVNk62vVqiU9IPbs2UMAPHjwoBReVFREDw8PDh06lGRJBwQAf/31V2mbpKQkAmBMTEy56aqsA7JixQoaGRkxPz9fWpecnMzjx4+T/DMjqRqiKu3bt2eLFi1I/tlgPHPmjGybkJAQtmvXjiS5e/duAuCNGzek8CZNmsiu2bRp02hhYcH09HTZOero6HDt2rUkyWHDhtHBwYGFhX82nNetW1dhByQnhwTS+O23edK6fv2e0Mgojampf1a+X3+dSyCNjx+XrCvdAVmxIpdGRmksdZmYnFzM48fLb8A7OaUzMPCxbN20aU9pYZHO9PQ/401KKqKOThrXri1JX3BwJiMismT7TZnylJ99VtKh0NQBUaVTpX37TLZoUbLNnj35BNJ48OCfjY6iItLDI4NDh2aXm35NHZA5c+bItqlfvz4nT55c7jHK3mNVPt61a5e07urVq1JnlSSbNm3KVq1ayY6zdu1aKhQK3r59W2M8qvQtWrRIWrd9+3a1fPH555/T0NBQtt/169dlx3rttdekzgVZUmmr8rHK4MGD2bhxY5LadUDy8/N57tw5qdFIkpmZmbIGeGUdkJ49e0oNepVLly4xMTGRpHblR1M51LYDUlEdoImmDkhF+aeyuignJ4cA+O2330rhTk5OUjpVtOmABAcHqzXSpkyZws8++4wkOXXqVNatW1cKK9sBadiwIcPDw2X779u3T1ZH9+vXj+bm5nz69Km0TXR0NAEwOzubCQkJsmOSZEFBAQ8dOsTsbM3lMiUlRZanU1NTqaury08//VS23YwZM2hiYsK8vLxyr1NZmq5vv379aGRkJMu3X3/9NQHw8ePHfPz4MfX19RkVFSU71tChQ+nq6lpuXFu2bKG/v79snVKp5KVLl0iSI0aM4NixY9mtWzfa29vT39+fp0+flra9cOECAwMDWa9ePXbs2JFDhgyR1TMxMTH09fVl3bp16enpyZ07d0ph+/btY40aNahQKGhvb097e3uOGDFClpYNGzawQYMGdHV1ZUBAAOPi4iq8dqU9ePCAffr0oaurK+vWrcvJkyfLnlcq5XVAKot78+bN9PHxob29Pf38/Lht2zYp7KOPPqKpqSkNDAykc/v++++l8OjoaLZt25b79u2ju7s7zc3NOWDAACn8+PHjDA4Opru7O729vaXyoEpX27ZtOWXKFHbq1Imurq5csWKFLG3e3t60t7enpaWl2v0tLCzkmDFj6O7uTk9PTwYHB/PChQtaXtWK00aW1CX79+/ngAEDaG1tTQMDA165ckUKnzlzJuvWrUtfX1+uXr2aZmZmTEhI0BhXZXVRVdpsqjqHJO/du0cdHR2uW7dOWvf9999TqVQyOTlZq/KkqktVz5byaKrrnZycGBQUJNuuf//+DAgIkJYreyZqqifKKltflq1P/+7+dkOwVK/XVOzs7JCVVTKM5vjx4zAwMECrVq2kcB0dHbRo0UI2bAWAbNyvlZUVACA9Pf2Z09W2bVsoFAq0bNkSq1atws2bN2Fvb6/2Wu+1116TLfv4+Ei/bzl9+jSMjIzg7+8v26ZRo0Zq6a/I8ePHERQUJHutV7t2bdSvX186TkJCAgIDA6FUKqVtmjRponUcpXl4KGFtrZCW7exKslWWhgmm2rbVg0IBtGyZiVWr8nDzZjHs7RUIClKqb1xKs2by32scP16IoCAlLC3/jLd2bR3Ur6+D+PiSoSinTxeicWP5fh9/bITx4w3Kjee11+Tp8PFR4urVov+PswgGBkCrVn8eU0cHaNFCD/HxVZuNquy4cysrq2fKf6XLg52dHYCS8e3FxcU4deoUOnToINu+devWIImzZ89WeFwPDw/pb3NzcwCAp6enbF1ubi7y8vIAlAw/WrJkCfz9/eHo6AgHBwecP38eaWlpsuM+73nr6ekhPz8fY8aMgZeXF2rWrCkNASkbV3lef/11HDhwAL1798YPP/yA9PR0eHp6wt3dHYB25ed5VFQHaKui66htXVRWs2bNqpQGoKTOaty4sWzdxx9/jPHjx1e6b0FBAc6dO4emTZvK1quGrJW+1q6urjAyMpKWS9fZ7u7u8PDwQL9+/bBgwQLExcVBqVSiVatWMDY21uo8zp49i8LCQo1pyc7OxpUrV6R1z3KdgJIyZW1tLS2XLq/x8fHIz8/XWF6vXr2KJ0+ePFOcurq6WLNmDebMmYPk5GT07NkTkZGRUvjw4cPRpUsXXL9+Hd988w1iYmKksPz8fPTp0wcLFizAzZs38f7772PAgAEgS4bAtmvXDtu3b0eNGjWQnJyM5ORkfPnll9L+p06dwogRI7B+/XpcuXIFH374ITp27IjcXO1mRBw2bBiMjIxw6dIlJCQkIDY2FkuWLNFq38riPnbsGEaOHIkNGzYgOTkZn3/+OXr27Ilr164BKBneNXXqVHTt2lU6t9LXzcvLC2fOnMG8efOwc+dOPH78WBr+mpWVha5du2LMmDFITEzEnj17MHv2bOzZs0e6J4cPH0anTp2we/dubNq0CRMmTMDTp0+l41+8eBHJyclYtWqV2rlt374dp06dQkJCAi5duoRJkybJhkRWpLK0qc5t1KhRCAgIwL1795CbmwsXFxcAwJEjR7B8+XIcO3YMZ8+eRVxcHLKzs6FQKDTGV1ldVJU2W+lyV7NmTbRs2RL/+9//pHVbt25FaGgo7O3tq1SenrU8V9QWBbR/Jv6b/e06ICYmJrJlhUIhVYiZmZnIy8uDkZERDA0Npc+3336L+/fvy/Yr/TBTUR3nWXh4eCA2NhYuLi6YNm0a6tWrh6ZNm+LEiROy7cqOqTYxMUFGRoaUflNTU7XCbGZmJsvYlcnMzMSBAwdk18DQ0BDXrl2TrkNWVpbaNSibNm2ZmMjTq0q+puvp4aGD2FhzuLgoMW1aDurVe4ymTTNx4oTm3z+oWFjI48jMJA4cKIShYbrsc+1aMe7fL8bTp0BennraKmNqKt/exESBjAxV/iLy8gAjI3mc336bh/v3yx/Dr8mLyn+ly4Mq35DE06dPUVhYiKioKFkeUD1IypaHsgwM1DtpmqahJomCggJ07NgR+/btw6JFi3DixAnEx8cjICBAbfvnPe8rV66gbdu2yM3Nxdq1axEXF1flH+b1798f27dvR3p6OgYMGAA7Ozv06NFDGr+rTfl5HhXVAdqq6DpqWxeVZWFhUaU0PH36FHl5eWp1srays7NRXFwsdXBVzMzMAEBW52k6X6DknJVKJY4ePYqePXti1apVCAwMhLOzM9asWaN1WjIzMwFAq7RU9TqpaHp2qc5BFX+bNm1kee6tt94CAOl3Us+idevW8PX1BQAMGjQIFy9eREpKCvLy8vDbb79hwIABAEpm3Ck9W5++vj6SkpKksfbt2rVDenq61j/IXbduHTp06CDF3a1bN1haWuLAgQOV7puRkYEdO3bg3Xffha6uLoyNjfH2229jw4YNLyTuzZs3IywsTApv3rw57ty5o/UMQxYWFkhPT8cHH3wgfQGio1PSnDpy5AiMjIzQp08fACVfXvTq1Qvbtm2T9q9duzbatGkDAGjYsCEKCwtx9+5dreI2MzPD1atXpS9PunfvjqlTp2q1rzZps7CwQM2aNfHOO+9AX79kAhlVXj106BDatGkDJycnKBQKvPvuuxX+fq2yuqgqbbay5a5Xr17YvXs3cnNzkZWVhb1796Jv377ScQHtytOLLM+qOrgqz8R/s1c+C9aLZGFhAUNDQ5w5c0YtrPQ3/S+Ln58f1q5di6KiIvz666+YMWMGwsLCZD+4KtuRyMzMlL7Ns7CwQFZWFkjKOiGZmZlVKiQWFhZo3rw5vvrqK7Uw1QPVxMRE7QeUVW0EPSs/PyXWrjVBURHw66+FmDEjB2FhWbhzxxIa2r0aWVgo0Ly5Lr76Sr3xY2amgLExYGxc0mmoiqws+faZmYSVlUKK09AQOHNG/V5UQ/aqEmNjY+jp6WH8+PEYMmSIWri9vf0Li+v48eM4d+4cjhw5ghYtWkjrU1JSUK9ePa2PU963aKV/NL9p0yYUFhZiw4YNUocoKSmpymnu1q0bunXrhuzsbMTExGCOSAfuAAAgAElEQVTChAkYOnQofvrpJ63Kj7bp1/SD/4rqgBdFm7qoMpWdj7GxMYyNjaWHfVWZmJhAqVSq7a9arkqdZ2tri4ULF2LhwoVISEjAokWLEBkZCW9vbwQGBla6vyquF5GWZ6E6/tq1a6VGcWm1a9d+5mM7ODhIf6v+50l6err04/rSea9GjRqyDkZ0dDTWrVuH4uJiqXFVUYOztLS0NOzdu1fWqM/OztaqA5Oeng6S6NKli5QPi4qKtO7sVhZ3SkoKatasKdvH1tZWq2MDf5YN1du60u7fvy+93VKxs7OTfaNfOj/p6OhAoVCUOwlJWe3bt8eyZcvwzTffYOjQoWjcuDEWLVqkVeNWm7QpFAqN5wWU/K+w0m/xtMmXFdVFz9Nmi4iIwJgxY7B3717p7VH37t0BaFeebt++XWnan9WLeib+0/3t3oBUJCgoCLm5uSgqKoKnp6f0MTIyQq1atV5q3MePH0dsbCwASK//Z8+ejdTUVFlv+/Dhw7L9Tp06JQ1tadSoEXJzcxEXFyfbJjY2Vm2YQ9lvjUsvBwUF4cqVK3BxcZFdBx0dHanS9fDwwLlz52QPk3379ml1rs/xogjHjxchNrbkwadUlgxnmj3bCKmpRHKy9m8RgoJ0ceVKEVxcdODp+edHRweoWbPk4RAQoIvDhwtk+02Y8BTjxz/VdEgAwOHD8qFUp04VwdNT+f9xKpGbCxQVURankRFQq9bLL0pVeVOgo6ODwMBA3Lx5U5YH6tevD319/Rfa4FUNayj9YIqNjcWNGzeqlGbVt8+lO8IPHz6UfROWm5sLExMT2dsY1Sxx2sa1fft2aU53ExMT9OzZE8OGDcP58+cBaFd+VErHaW5urtaJP3funFr8FdUBL4K2dVFl18vc3BxPnz5FQcGfZajs0L2AgAC185kwYYJsCFZ58ejp6cHf3x/Hjh2TrVelvWydV54bN25g+/bt0rK3tze+/PJLKJVKXLhwQatj+Pv7Q1dXV2NaLCwsnmmmp6rkfX9/fxgYGODhw4eyPGdtbQ1bW1uNbySBkvtbuuGanZ2t1pB99OiR9Ldq+EeNGjWkOqB0ni1d1vbt24f3338f69atw4kTJ/DTTz9pfT5AyT9ri4iIwM2bN6VPSkqKVrNsOTo6QqFQ4OjRo9K+t2/fxh9//PFC4nZ0dJTNtAaUzChY1c60prfCNWvWVOtkpaSkvNA2SO/evbF37148fPgQoaGh6Nmzp1b7aZu28v7psqWlpewLlHv37lUYX2V10fO02WxtbdG2bVvExMRg27ZtCAsLk54hz1qeKlKV8lyVZ2JVRz48z0idv5p/VAekXbt2CAgIQP/+/XH48GHcvHkTGzZsQEBAAD7//POXGveePXsQHh6OrVu34vr164iPj8fSpUvh7OyMOnXqSNv99NNP2LhxI27cuIFPP/0UsbGx0mvBzp07w9vbG8OGDcPJkydx/fp1TJ8+HadOncK7774L4M9vq2JiYpCQkCCtO3PmDOLj4/Ho0SOMHDkST548waBBgxAfH48rV65gzpw58PHxkV599unTBw8ePMC7776L8+fP48cff8T3339f4TkaGgJGRsDhwwWIjy9CQUGFm5dznQoQHv4EW7cW4Pr1YsTHF2Hp0lw4O+ugTh3ts+PIkQZ48oQYNCgb8fFFuHKlGHPm5MLH5zFOnCjpRLzzjiH27i1EVFQOTp0qwrJleVi+PA9Nm5b/4u+nn/KxcWM+btwoxqef5iI2thBvvVVSWbVrp4eAACX698/G4cOFuHmzGBs25CMgIBOff/5y/9N72XusjcmTJ+PHH3/EggULcPnyZcTHx2PAgAEICQmp0pC+yvj7+8PQ0BBLly7F/fv3sXfvXowZMwYdOnRAYmKibGrCitSpUwc2NjaIjo5GYWEhMjIyMHbsWNl/qm7SpAlSUlKkV/QrVqzAiRMnYGdnh7Nnz2rVgPjss8/Qq1cvHDlyBDdu3MChQ4ewefNmaRyyNuVHUzkMDAzEtm3b8OjRI+Tn52P+/Pka71VFdcCLUFldZGhoCCMjIxw+fBjx8fGyDkZpgYGBIClNUZ6YmKhWj77zzjvYu3cvoqKicOrUKSxbtgzLly+XfkthZWWF5ORkHD16VG0acACYNGkSYmJisHjxYty6dQsHDx7E+PHj0apVq3K/hS0rKSkJERERWLRoERITE3H58mXMmTMHOjo6Wo/vrlGjBgYPHoz58+dj+/btSEpKQnR0ND7//HNMmDABurraDxbQ9vqWZm5ujuHDhyMqKgqbNm2S8mX79u0r/D9CtWvXxq1bt5CdnQ0AWL9+vTQUSOXAgQPSW8K1a9fCz88PNjY2MDQ0ROPGjaV6/8qVK7Ivoe7duwc7OzvUr18fJKU3gqXHz5ubmyMrK0vquKSmpkphPXr0wPbt25GYmAig5D716NFDbQz8e++9p9bZNDAwQLdu3fDxxx9Lb1/++9//anwrqUllcffu3RsxMTG4dOkSAODkyZMICAiQpc3c3Bw3b95Efn4+iouLtR6737JlS+Tk5GDz5s0AgFu3bmHjxo3o1auXVvtXZsWKFdK07kZGRggMDNT4trJ169YYN27cC01bcHAwfvnlF+k+L1++vNw310DlddHzttl69eqFn3/+GT///LM0/Ap49vKkiaa6vjLaPBOfpZ6orD7923n5v3Ovmspmwdq3b59sfWBgIIcMGSItP3jwQJq9wdDQkF5eXly8eLEUrppRofT0iVkl4264Zs2actNV2SxYBQUFnD59Op2dnamvr09bW1uGh4dLs0OoZjPYvHkzw8LCaGxsTGtra7XZbG7fvs0ePXrQwsKC+vr6fO2112SzcxQWFrJz587U19dnmzZtSJK7du2itbU1TUxMuGfPHpLkqVOnGBoaSmNjY5qbmzM4OFg2YxJJfvrpp3R0dKSBgQGbNWvGM2fOVDgdLEl+9FEOjY3TaG1dMgNVv35PGBIin0J3x46S2aJu3y4iKZ8Fq6CAnD79KZ2dM6ivn0Zb23SGh2cxIaGo3DidnNI5Y8ZTtfWnThUyNDSTxsZpNDdPY3BwJnftypdt88UXuXR1zaCBQckUuytW5EphmmbB2rw5j2FhWdI5zpkjnxXrwYNiDhjwhNbW6TQ0TKOXVwYXL654OjxNs2BVlo/LKnuPtc3H69evp5+fnyxPqmbI0URT+g4ePEgAsplQ1qxZQwDSVIAbNmygs7MzjYyM2KJFC547d467d++mubk5fXx8SJbMHDJjxgxZfBMnTqSLi4vsPN3d3WliYkJPT0/++OOPbNasmWwq1MmTJ9PGxoYWFhbs06cPMzIyGBUVRUNDQ44aNarSWbAePHjAvn370tbWlvr6+qxTpw5HjRolm9KxsvKjqRxeuXKFzZs3p4mJCWvVqsUPP/yQ06ZNk2ZG0bYOKEvTLFgV5Z/K6iKyZJYfVfzp6eka7w1Jzps3jzVr1qS5uTlDQkKkOkI10xpJfvHFF3R1daWBgQHd3d1lM/rcunWLnp6e1NfX5wcffKA2qwtZMhuUp6cn9fT0aGtry6FDh8pmIOvXrx9DQkJk6dqxYwcBSLO5RUdH09/fX7pfzZo1k83YVFbZWbDIkmnQJ06cSEdHR+rq6rJevXqcN2+ebHrV8q5TWWWvrzbnUFBQwPfff5916tShnp4ea9euzdGjR/Px48eaopAMHTqUPj4+7NKlC5csWUIbGxtpVqTRo0ezf//+7Nq1K+vXr09/f3/ZbFCnT5+mv78/7e3t2bFjR06aNImRkZEkS2aXCw0Npa+vL0NDQ7lnzx526NCBLi4uTElJIVkyY9GAAQNoampKKysraXpVlfXr19PHx4eurq708fHROOPPiBEj6OTkpLb+wYMH7N27N+vXr08XFxe+8cYbvH//PsmSGY9Us1Pp6+vTzMyM9vb2sln/Kot748aNdHFxYe3atenn56c2C2ZycjKbNm1KY2Nj2trayuogVTnUNA0zSf7+++8MDg6mh4cHGzRowO+++04Kq2zmstI0bXv//n127dpVOq/g4GD+/vvvavt6eHiwX79+VUobWVLeysvjRUVFHDVqFB0dHdm4cWNu3LiRSqWSf/zxh8bttamLnqXNppKWlkY9PT1aWFhI/2KgdNwVlafy6tKyNNX12jzLtHkmlq0nyipbX5atT//uFOQ/6H3OX9iFCxfg6+uLo0ePonnz5q86OUIZFy4Uwdc3E0ePmqF583/UT6OEvwhRBwjVbcyYMVAoFFi2bNmrTorwDNasWYMvv/xSbWjgX8XTp09hYmKCBw8eqP22RBAqI1paglYOHCiU/mv4Pw2p/nsIhaLqU+L27q2PDRuebUYgQRCEl0F8x/j38ujRI1hbW+Px48eIjo5+5mliX4a8vDz4+vpi4cKFCA8Px7p16+Di4iI6H8IzER0QQSuhoboaG+r/VP+mcxUEQRD+GiZPnoytW7dCR0cHnTp1QlRU1KtOksTAwABz587FlClTMHHiRFhZWWH9+vWvOlnC35QYgiUIgiAIgiAIQrX5R82CJQiCIAiCIAjCX5vogAiCIAiCIAiCUG1EB0QQBEEQBEEQhGojOiCCIAiCIAiCIFQb0QERBEEQBEEQBKHaiA6IIAiCIAiCIAjVRnRABEEQBEEQBEGoNqIDIgiCIAiCIAhCtREdEEEQBEEQBEEQqs1fogNiamqK//73v7J1Q4cORaNGjaTlo0ePomXLlrC0tISZmRmaN2+OI0eOSOGFhYX48MMP4enpCSMjI7i7u+OLL76QHfPrr79GgwYNYGxsDBsbG0RERODOnTtSeNOmTdGuXbuXdJaCIAiCIAiCIPwlOiCVyc7ORteuXeHt7Y3Y2FgcP34cfn5+6Ny5M9LT0wEAkydPxsKFCzF9+nScP38e7777LiZMmIBvvvkGQEkHZvjw4Rg/fjzOnz+PXbt2ITU1FT179pTiad68OZo2bfpKzlEQBEEQBEEQ/g10X3UCtJGUlITMzEz0798fXl5eAIClS5eiV69eMDAwQGZmJlasWIH33nsPkZGRAABXV1ecPn0aCxYswJAhQ3DhwgUYGhpi0KBB0NPTg4uLCzZv3oxbt25J8ZR9CyMIgiAIgiAIwov1t3gD4u7uDg8PD/Tr1w8LFixAXFwclEolWrVqBWNjY8THxyM/Px8dOnSQ7de6dWtcvXoVT548Qdu2baFQKNCyZUusWrUKN2/ehL29PYKCgl7RWQmCIAiCIAjCv8/fogOiVCpx9OhR9OzZE6tWrUJgYCCcnZ2xZs0aAEBmZiYAoE2bNjA0NJQ+b731FgAgOTkZHh4eiI2NhYuLC6ZNm4Z69eqhadOmOHHixCs7L0EQBEEQBEH4t/lLdEAUCoXaupycHNmyra0tFi5ciGvXruHixYto164dIiMjcfr0aVhYWAAA1q5di/j4eOlz7tw5XLp0CbVr1wYA+Pn5Ye3atXj48CEOHToEXV1dhIWFIS8v7+WfpCAIgiAIgiAIf40OiLm5OTIyMmTrzp07J/1948YNbN++XVr29vbGl19+CaVSiQsXLsDf3x8GBgZ4+PAhPD09pY+1tTVsbW1hYGCA48ePIzY2FgCk4VuzZ89GamoqkpOTq+dEBUEQBEEQBOFf7i/RAQkMDMS2bdvw6NEj5OfnY/78+Xj06JEUnpSUhIiICCxatAiJiYm4fPky5syZAx0dHTRr1gzm5uYYPnw4oqKisGnTJty4cQOHDh1C+/btMXDgQADAnj17EB4ejq1bt+L69euIj4/H0qVL4ezsjDp16gAApk6diqioqFdyDQRBEARBEATh30BBkq86EVevXsVbb72FM2fOwMrKCkOHDkVubi5+/vlnxMXFAQDWrFmDRYsW4cqVK9DV1YWPjw9mzJiBsLAwACX/B2TWrFn4/vvvcf/+fTg4OKBbt26YN28ezM3NUVhYiKioKKxfvx737t2DhYUFgoODMX/+fGlmraZNm8LU1BT79+9/ZddCEARBEARBEP7J/hIdEEEQBEEQBEEQ/h3+EkOwBEEQBEEQBEH4dxAdEEEQBEEQBEEQqo3ogAiCIAiCIAiCUG1EB0QQBEEQBEEQhGojOiCCIAiCIAiCIFQb0QERBEEQBEEQBKHaiA6IIAiCIAiCIAjVRnRABEEQBEEQBEGoNqIDIgiCIAiCIAhCtREdEEEQBEEQBEEQqo3ogAiCIAiCIAiCUG1EB0QQBEEQBEEQhGojOiCCIAiCIAiCIFQb0QERBEEQBEEQBKHaiA6IIAiCIAiCIAjVRnRABEEQBEEQBEGoNqIDIgiCIAiCIAhCtREdEEEQBEEQBEEQqo3ogAiCIAiCIAiCUG1EB0QQBEEQBEEQhGojOiCCIAiCIAiCIFQb0QERBEEQBEEQBKHaiA6IIAiCIAiCIAjVRnRABEEQBEEQBEGoNqIDAuDMmTPo0aPHq07GP1LTpk0xduxYtfUNGjTADz/8UOG+4eHhuHDhQrnhbm5uz52+F2HYsGGYMWOGxrDCwkL4+Phg3759LyXumTNnYtCgQVXa51Vdtw8++AAODg4wMDDA8uXLX/jxP/3005dy3Kro1KkTJkyY8ErT8CzKK6eCIAiC8DLovuoE/BWcPXv2VSfhH8vKygpWVlbPtG9F9+XmzZtIT09/1mS9MGfOnMGePXtw6dIljeGff/45XFxc0L59+2pOmWav8rrNmjULs2bNQqdOnV7K8c+ePYtGjRppvT1JKBSKF5qGzz77DEZGRi/0mNXhecqpIAiCIFTVX+INSEpKCiIjI+Hk5IRatWohMjISmZmZUviJEycQEhICDw8P+Pj4YMmSJVLYxo0bERoaiqlTp6Jz585wc3PDF198ITv+qlWr4OPjA29vb/j5+WHr1q1S2KxZszB27Fjs3LkTDg4OcHBwQHR0tNZpP3bsGBo3bgwfHx94eHggKipKFh4XF4dWrVrB3d0dbm5uWLt2rSzcxcUFBw4cQGRkJGxsbGBoaIirV6/i5s2bUCqVSExMlLYlCVdXV3z11VcAgIcPH6Jv375wc3ODs7MzpkyZgqKiImn7IUOGYPbs2Vi8eDEcHR1hamqKr7/+WutzexEqathcvXoVTZs2hb29Pdq0aYOUlBQAwNOnT+Hg4IBbt26hdevWcHBwgJ+fn7Tf/v37ERgYiLS0NOmejRw5UgofOXIkxo0bh/DwcDg4OKBhw4aIi4uTwpOTk9GlSxd4eXnBzc0NvXv3luU3FU9PT/Tv37/C8xs/fjzmzp0LU1NTtbDU1FTMnz8fixcvltaNGTNG9g35r7/+CgcHB1mcn332GRo3bgw7Ozt06dIFjx49ksIvXryIRo0aoX79+ujUqROSk5Nlce7atQt+fn5wdnaGl5cXYmJitL5uRUVFmDlzJjw8PFCvXj2Eh4cjNTW1wvMvrbL8WJmNGzfC19cXbm5ueO2113DmzBlZ2j766CPUrVsXjo6OCA0NRUJCghTeqVMnbNiwAdOnT5fO7erVq1L4mjVrEBoaiv3798PDwwMWFhYYOHCgFP48dUxiYqIUZ2BgID799FPZeWmb38pTUdqA8usQAMjKysKbb76JunXrokmTJli5ciXs7e3V4hAdEEEQBKFa8S+gffv2HDlyJPPz85mTk8PXX3+db731FkkyMzOTtra2XL9+PUkyKSmJ1tbW3L17N0lyy5YtVCqV/OWXX0iSp0+fpr6+PrOzs0mSKSkpNDY25qNHj0iS165dY79+/VhcXCzFP3v2bEZERDxT2n19fRkTE0OSfPr0KQcOHMhbt26RJLOysujk5MTVq1eTJG/cuMEaNWrw9OnT0v5hYWF0d3fn4sWLmZeXR5JS2jp06MBp06ZJ2x48eJCmpqbMzMwkSXbr1o2DBw9mQUEBs7Oz2bx5cy5atEjafuHChXRzc2Pv3r2Znp5OkiwqKtLqvDp16kQLCwu1z8yZM6t0fd5++23p/Evz8fFhs2bNmJqayry8PLZo0YJRUVGybZRKJc+fP6/xuEePHqW1tbXGsNGjR9PS0pLnzp0jSc6dO5c+Pj5S+NixYzl58mRp+aOPPuKuXbvUjtO8eXOOHj263HPbsGEDg4KCZHmptBEjRnDSpElqaRs/frzsPOzt7aVlHx8fNmrUiGlpaSwoKGDnzp1laQgODub7779Pkrxz5w4dHBw4cOBAkmReXh7Nzc2l/Lhu3TpaWVnJ0lfRdVu8eDH9/f2ZlpZGkpw4cSJff/31cs+/rMryo0rHjh25bNky2bqTJ0/S3Nxcumfbt2+nra0tc3JySJbcw6CgIKamppIk582bRxcXF1l+Dg0NVTtu6eNbWVmxTZs2vHz5Msk/y8Lz1jGllb2/pPb5TZPK0kZWXId89NFHDAkJYV5eHjMzMxkSEiLLbyrllVNBEARBeBleeQfk0aNHBMBr165J6548eSI1snfu3Mk6derI9hk1ahRHjBhBsqRx4OzsLIUVFRVRR0dHamQ8fvyYRkZG/OSTT3jz5k2NaXieDkhwcDAHDBjA+Ph4tYbotm3baGNjI1s3bNgwWaO0b9++bNWqlcZjb968mU5OTlJDacCAARw+fDhJMj09nQqFghcuXJC2X7duHRs1aiQtr1y5kmZmZtK1fBVycnKYn5+vtt7Hx4erVq2Slj/44AP269dPts3zdED+85//SMt3794lAD58+JAkOX36dDZu3Ji//PILc3Nzq3xOZElns06dOoyNjdUYHh8fz5o1a/Lx48dqaausA/LZZ59Jy+vWraO3tzdJMjc3lwCkvE2SgwcPljogJJmRkSHllwcPHhAAHzx4IIuvvOvWsGFDLl++XFq+e/cuFQqFVvlHm/yooqkDMmHCBPbo0UO2zs3NjTt37iRJ+vn58ZtvvpHCCgoKmJKSItu+og7I5cuXCYAHDx5UC3veOqY0TR2Q58lvlaWNrLgOadOmDZcsWSItr169WmMHpLxyKgiCIAgvwysfgqUa4mFrayutMzExgZmZGQDg/v37sLOzk+1jZ2eHBw8eSMsWFhbS3zo6OlAoFNLQD3Nzcxw+fBhxcXFo1KgRfHx8sGnTpheW/i1btsDS0hIRERGoWbMmoqKiUFxcDABIS0tDZmYmnJ2dpc+OHTtkY/AVCkW549bDw8ORn5+Pffv2ITMzE1u3bpWGzKSnp4MkunTpIh176tSpyMrKkh3b3d1dupavgqGhIfT09DSG2djYSH/r6emhsLDwhcVbelhTjRo1AEC67h988AG6d++OKVOmwMbGBv3795cNc9LGggUL0KJFCzRt2lRj+Pjx4zFr1iyYm5s/d9pV6U5LSwMA2VAZ1bmpREdHIzg4GEFBQQgLCwMAKT9WJi0tDbNmzZLyU3BwMCwsLGRlrTza5MfK4t67d6+srKSnp0vD8lJSUmR1hK6uriz/VEb1Ww9NZe1565jKPE9+0yZtFdUhqampsLa2lpZr166tcbuKyqkgCIIgvGiv/Efojo6OAIAHDx5IDeWMjAykpqbC1dUVNWvWlBohKikpKahVq5bWcTRu3BgbNmwASezZswfdu3dHSEhIlY5RUfqXLl2KpUuX4uLFi3jjjTfg7u6Ofv36oVatWnBycsL169crPIahoaHG9fr6+oiMjER0dDSSkpLg4+ODgIAAKV6FQoGjR4+iTp06VT52ZTp37ozY2Fi19WPHjsXs2bOf6ZjVqXQDT9VwVzXWDQwM8N577+G9997Dw4cPMXLkSEybNg2rVq3S6thJSUlYsWIF4uPjNYZv2bIFmZmZGDx4sFqYUqmUNVw1/RagbNpV6VZ1PDIyMqTG9/3796GrW1KM9+3bh/fffx+nT5+Gi4sL7t+/L5UvbdSqVQsjRoxAZGSk1vuoaJsfK4o7IiICq1evLvf4pRvdBQUFSExMhJeXF5RKpdbxaCoPL6KOqcjz5Ddt01ZeObe0tJR1Au/du/cMZyAIgiAIL9YrfwNiamqKrl27YtGiRSguLkZBQQGGDRuGhQsXAgBatmyJnJwcbN68GQBw69YtbNy4Eb169dLq+MePH0evXr2Qn58PhUKBwMBAGBkZyWa/MTc3x82bN5Gfn4/i4mKpwVqZ7OxstGzZEvfv3wcAuLu7w87OTjp2SEgI8vLypDcuT58+xciRI/Hbb79pd3FQMsXrrl27sHnzZtkPhg0MDNCtWzd8/PHHKC4uBkn897//lX6g/rx2796NjIwMtU91dj7Mzc1x+fJlACU/ps3Ly5OFZWVlSde+7I+lDxw4gKSkJADA2rVr4efnJzXaBw0ahJ9//hlAybfJ7u7uGmdDat26NcaNG6e2ftKkSRg3bhycnJzUwnJzczFlyhQsWbIEOjrqxat27drSj6dJanwbt3HjRuTk5KC4uBjr169HaGgogJJGZuPGjfH9998DAK5cuSKb3vfevXuws7ND/fr1QVLKC0+ePNHqur355ptYsWKF1Cnat2+fLM9VdF2eNz/26NED27dvlyZdSEpKQo8ePaSy2KdPH6xcuVJK2/Lly9GjRw9Z56N0fsnPz9f6h97PW8dU5nny2/OmLTg4GFu3bkVhYSGys7Px3XffPefZCIIgCMLze+UdEAD47rvvkJaWBkdHR7i7u8PU1BSLFi0CAJiZmeGnn37CkiVL4OnpKXVWmjdvrtWxAwMD4eDgAB8fH/j4+KB9+/b47LPPZI3HXr16QU9PD1ZWVnBwcMCcOXO0OraJiQkGDBiAtm3bwtvbG/7+/mjSpAl69+4NADA2NsaOHTuwfPlyuLi4wN/fH+bm5ggKCtL62nh4eMDX1xcnT56UjquycuVKpKWlwc3NDW5uboiNjUV4eLjWx/6r+/DDDzF8+HBYWFjgtddekzoUQMn/EenVqxfc3d1Ro0YNdOvWTbZvly5dMHr0aLi4uGD9+vWyhtfw4cMxc+ZMeHl5wdvbG4mJiRrveXJyslpn9MiRIzhx4gQmT56sMc2ffPIJgoKC0KJFC43hgwYNQmFhIZo0aYJu3bqhUaNGakN5WubD5vwAAB94SURBVLRogbZt28LZ2RnFxcWymdW+/PJL7NixAw4ODhg7diwiIyNBEgDwxhtvoE6dOvD390f79u3RrFkzdOjQAZ06dZI6GhVdtzFjxiA0NBSBgYFwd3fHhx9+qPF/jGi6LkDF+TE6OlqaKergwYPSbFWtW7cGAAQEBGD58uWIiIiAm5sbunTpgq5du0pvf8aPH4+OHTvCy8sLzs7OiImJwfbt22XxT5gwATExMTA1NUX9+vWxa9cujfegrOetYyrzPPntedM2ceJEKBQK1K9fH2FhYXjzzTdf+NTDgiAIglBVCqpaL4LwDzFmzBgoFAosW7bsVSelyho0aICPPvoIERERrzopwjMYMmQIHBwcMHfu3FedFI127dqFSZMmyaYwFgRBEITq9pd4AyIIL9rfuV/9d077v5Hq7dLVq1exe/duNGvW7BWn6E+nT59G3bp1cefOHZDEhg0bEBwc/KqTJQiCIPzLvfIfoQuCIPydBQcH4969ezA1NcXbb7+Nrl27vuokSQIDAzFgwACEhIRAV1cXPj4+Wk+2IAiCIAgvixiCJQiCIAiCIAhCtRFDsARBEARBEARBqDaiAyIIgiAIgiAIQrURHRBBEARBEARBEKqN6IAIgiAIgiAIglBtRAdEqNDKlSul/+IsCIIgCIIgvBj/5jaW6IAAOHPmDHr06PHM+8fHx6Nx48YwNzeHhYUF+vfv/wJT96f9+/fD2dn5pRy7PN27d8fXX3+NDRs2yNYnJiYiNDQUdevWhaWlJby9vdW2AYA9e/agbt26cHR0RJ8+faor2S9NQkICatWqBVtbW7z++uvIy8urcPvCwkL4+Phg3759AIDi4mJMmTIFtra2MDY2Rrdu3ZCcnAwAiIiIwPvvv692jN9//x1GRkYgCUNDQ/Tu3VsK++GHH6T/iv37779DoVBAV1dX9hkxYgQAYMGCBVAqlTA0NIShoSHq1q2L6dOno7i4WGPar1+/DgcHB6SkpAAAOnXqBD09PRgaGsLExAS+vr5Yt26dtL2hoaFa3J6enrK0qeKuV68epk2bhvz8fGn/tWvXwsXFBQYGBggMDMTvv/9e7nUtm7Z/a3582fbs2QMHBweYmZk9cx3p5uZWYfj69evh6uoKU1NTWFtbY8WKFc8UT1V88803UjmOioqq8v4iv/31pKamQqFQSP+Xp6yq3vOydczOnTsREBAAOzs71KxZE82aNcOZM2fU9vun3nNN5fj9999Hy5Yt1dYvWLAAgYGB1ZEsAMCTJ0+gUCjw66+/vrTju7m5YefOnbL1xcXFCA0NxSeffKK2j7b5rbw21r8CBX777beMiIh45v379+/PQYMGsaCg4AWmSt2+fftYt27dlxqHtlq0aMGlS5fy5MmTHDJkCM+dO0cTExPeuHFDtl3z5s25fPnyV5TKF6e4uFi2nJ+fT1dXV27fvr3C/T777DO+/vrr0vL8+fNZq1YtxsXF8f79+wwLC2PLli1JktOmTWP//v3VjrFp0yY2aNCAJGlgYEBLS0smJSWRJLds2cKQkBCSZGxsLJVKZblpmT9/PkNDQ6XzuXDhAp2cnLhq1SqN2//nP//hokWLpOWOHTty9uzZJMnCwkJu27aNenp6/OOPP6S0HT16VOOxyqYtISGBHh4ejIqKIkkeO3aM+vr63Lx5M9PT0xkVFUUrKys+evRIq7T92/JjdZs/f/4z1ZE3btygtbV1hdvUqlWr3DxYVWXLaWVu3LhBAMzIyKjSfiK/VR9t72lKSgoBMCUlpcLttL3npeuY7OxsGhsbMz4+ngsXLuSaNWv41Vdf0dXVVS19/8R7Xl45/uOPP6ijo8M7d+7I1gcEBMjq56qqajkuKipibGwsMzMznznOiowYMYJDhw7VGHbnzh1aWloyISFBY/iz1jH/Bn+JNyApKSmIjIyEk5MTatWqhcjISGRmZkrhJ06cQEhICDw8PODj44MlS5ZIYRs3bkRoaCimTp2Kzp07w83NDV988YXs+KtWrYKPjw+8vb3h5+eHrVu3SmGzZs3C2LFjsXPnTjg4OMDBwQHR0dFapXvTpk1wcHDAli1bsHXrVtSqVQsODg6YNWuWtE1cXBxatWoFd3d3uLm5Ye3atbJjbNy4Eb6+vnBzc8Nrr70m+0bl8ePH6N69O+rUqYOgoCAcO3ZMuwtaDZKSktCgQQNp2dfXFz///DNq1Kgh2y4rKwt169ZV2z85ORldunSBl5cX3Nzc0Lt3b9k9r+y6ubi44MCBA4iMjISNjQ0MDQ1x9epV3Lx5E0qlEomJidK2JOHq6oqvvvoKAPDw4UP07dsXbm5ucHZ2xpQpU1BUVCRtv2bNGoSGhmL//v3w8PCAhYUFBg4cKItfT08PTk5OsjSXlZqaivnz52Px4sXSulWrVmHixIkICAiAg4MDFi1ahCNHjuDy5ctwd3fHrVu3AJSUicuXL0vX2t3dXTrG66+/jmXLlpUbrzYUCgV8fHzQokULXLhwQS38wIEDSEhIwNixYzXur1QqER4eDmtra1y6dKnK8Xt5eWH06NHYvXs3gJJvizp37ow333wTlpaW+OCDD2BkZIQffvhBq7Q9T35MTk6GQqHA+vXr4enpCXt7e0yYMEH2Zqi8/AYA+fn5mDp1Kjw8PODp6YnOnTvjxo0b0r5FRUX46KOPpG9FQ0NDkZCQIIVXlh+PHTuGxo0bw8fHBx4eHmrfplVUv1Vm5MiRGDduHMLDw+Hg4ICGDRsiLi5O6/137doFPz8/ODs7w8vLCzExMVLY/v37ERgYiLS0NKluHTlypBQ+fvx4ODg44O7du5g2bZq0zf79+7W6rhWV02HDhmHIkCFo1qwZevXqhZkzZ8LLywvLly+XpV/1RjkrK0vrcwZefn4bMmQIZs+ejcWLF8PR0RGmpqb4+uuvpfDo6Gj4+vrC09MTjRo1woEDB6Swl53fKguvSE5ODgYMGID69eujdu3a6NOnD3JycqTwyure+Ph4tG3bFg4ODqhfvz7mzp2rFseOHTvg7e0NW1tbDB8+XC1cm3teto55+PAhCgsL4eHhIW3z1ltvYeXKlWpvkMt75lVUVjZu3Ijg4GDMmDEDderUgbOzM7777jsp/HnL6R9//IEmTZrAxcUFYWFhmD59Onr16iWFV/S8ragce3h4ICAgAFu2bJG2v3btGs6ePSu9qS8qKsLMmTPh4eGBevXqITw8XPaWqrJ7Xll+8/DwgKOjI0JCQnD27FlZWGV1yMiRIzFhwgQMGDAA7dq1g5eXl1o769q1a1izZk25+dzJyQmDBw+WtftKe9Y65l/hVfeASLJ9+/YcOXIk8/PzmZOTw9dff51vvfUWSTIzM5O2trZcv349STIpKYnW1tbcvXs3yZJvgJVKJX/55ReS5OnTp6mvr8/s7GySJd+KGBsbS9+kXrt2jf369ZP1sGfPnv1cb0DCwsL46aefqq3Pysqik5MTV69eTbKkJ1yjRg2ePn2aJHny5Emam5vz3LlzJMnt27fT1taWOTk5JMnp06ezTZs2LCgoYE5ODtu1a6f1G5A5c+bQwsJC7dO6detnPs/Spk+fzrp163LcuHGMiIhgfn6+xu18fX25c+dOtfVjx47l5MmTpeWPPvqIu3btIln5dSNLrrm7uzsXL17MvLw8kn9+a9KhQwdOmzZN2vbgwYM0NTWVvh3p1q0bBw8ezIKCAmZnZ7N58+ayb2tOnjxJKysrtmnThpcvXyZZ8g1LWa1bt2Z0dHS512jEiBGcNGmStJyVlUUAPHTokGw7ExMTbtmyhb/++itr165Nkhw9ejQdHR2la6U6HwMDA/7666+0sbFhVlbWc70BiY+Pp52dHf/3v//JtissLGSDBg3U7lvpNyAFBQXcuHEjjY2Nee/ePSlt2r4BIcmPP/6YLVq0IEkGBgbyww8/lIWHhYVx9OjRWqXtefKj6pvT4cOHs7CwkMnJyXRycuKWLVtkaSkvvy1YsICBgYFS/po8eTKbNm0q7Tt37lwGBQUxNTWVJDlv3jy6uLhIeaqy/Ojr68uYmBiS5NOnTzlw4EDeunVLSntl9VtFRo8eTUtLS6kOmjt3Ln18fNS20/QGJC8vj+bm5lLa1q1bRysrK1ncR48erfQNiImJCc+cOaO2vrLrWlE5HTVqFDt16sSCggKamJhw9erV3Lt3Lxs2bKgWDwDpjaK2XnZ+W7hwId3c3Ni7d2+mp6fLzi02NpZmZmZMTEwkScbExNDMzIwPHz4k+XLzmzbhFVmwYAGDg4OZn5/Pp0+f0s/PT/bsrOiePn78mDY2Nly7di2Li4t579491qlTh99//73suo4aNYoFBQW8f/8+LS0tefDgQbV0VHTPy6tjQkJC2Lx5c77xxhsan/elr0/ZfSsrK1u2bKGhoaH0JvDXX3+lrq4u79+/T1L7clqeNm3aSM/bxMRE2tjYsFevXiS1e95WVI4XL17MZs2aSctz586VnjOqcH9/f6alpZEkJ06cKBsVUNnzVtv8Zm9vr/b8qawOGT16NB0cHPjgwQOS5KJFi9i8eXPZMebMmcMOHTpoPHeV06dP08DAQGp3lvUsdcy/wSvvgDx69IgAeO3aNWndkydPpAyzc+dO1qlTR7bPqFGjOGLECJIlBdfZ2VkKKyoqoo6OjpSRHz9+TCMjI37yySe8efOmxjS8rA7Itm3baGNjI1s3bNgwqVE6YcIE9ujRQxbu5uYmVV7NmjXjypUrpbDo6Oi/zBAssuT8OnfuTF1dXVpbW6u9cv39999pZmYmu7cq06dPZ+PGjfnLL78wNzdX7bgVXTeS7Nu3L1u1aqUxXZs3b6aTk5NUiQ0YMIDDhw8nSaanp1OhUPDChQvS9uvWrWOjRo2k5cuXLxOAxgdXaWPGjGH37t355MkTtbD4+HjWrFmTjx8/ltY9ePCAABgXFyfb1tHRkd9++y1TUlKoo6PD/Px8+vj4sFmzZrx06RLDw8Olh4OBgQFv377NHj16cOnSpWodEAA0MDCQfY4dO0aypBGpq6tLCwsLGhgY0MXFhV9//bVa2pctW8aOHTuqre/YsSMNDQ1pYWFBpVLJFi1ayCp8AwMD6uvry+KeP3++lDZVB6S4uJgnT55krVq1+OWXX5Ikvby8uHjxYll8ffv25cCBA7VKG/ns+VHVcImPj5fWDRs2jKNGjZKlpbz81qhRI+n+kOTDhw8JQGo8+Pn58ZtvvpHCCwoKpGEi2uTH4OBgDhgwgPHx8WodC23qt4qMHj2a//nPf6Tlu3fvEoDUmFUpbwhWRkaGVM5U+Vv1MCefrwNS2XWtqJyOHj2a06dPJ0nWrl2bx48fZ1xcnNTBL61BgwZcsGCBxi8ZKvIy89vKlStpZmamcUjJpEmTGBkZKVvn7e3NDRs2kHy5+U2b8IoUFBQwKytLWn777bf59ttvS8sV3dMff/xR7f6lpaVJX9ipruuVK1ek8JYtW2oc3lfRPS+vjsnJyeHy5cvp6+tLXV1denh48Oeff5ZtU9Ezr6KysmXLFtaoUUN2Pd3c3Lh582aS2pdTTYqKiqhUKnn27FlpXWRkpNQB0eZ5W1E5vnfvHnV1daVOgb+/v6zcNmzYUDYk7e7du1QoFFLerux5q21+09QBqawOGT16NAcNGiSFHzp0SPriT6VLly7SF2/lKS4upqmpKY8cOaIx/FnrmH+6Vz4ES/UqztbWVlpnYmICMzMzAMD9+/dhZ2cn28fOzg4PHjyQli0sLKS/dXR0oFAopFfK5ubmOHz4MOLi4tCoUSP4+Phg06ZNL+18SktLS0NmZiacnZ2lz44dO5Ceni6F7927Vxaenp4u/ejt0aNHsLKyko5X9vX+qxYeHo5Zs2Zh4MCB2LZtGz7++GNs27YNAPDee+8hJCQEy5cvR/369dX2/eCDD9C9e3dMmTIFNjY26N+/Px49egSg8usGlAwhatSoUbnpys/Px759+5CZmYmtW7dKr4zT09NBEl26dJGOPXXqVNnrUYVCAQDlHl/lk08+wZ07d2BlZSX9kFxl/PjxmDVrFszNzaV11tbWUCqVyMjIkG37+PFjmJubw8bGBpaWljhx4gT09PTQsWNH/PLLL0hKSlL7AeA777yDJUuWqL3+VyqVyM3NlX2Cg4Ol8FatWiEjIwPz5s2DkZGR2tCytLQ0zJ49G59++qnGc54xYwYyMjLQpUsXeHt7Sz+AVzlw4IAs7mnTpklhRUVFsLS0hKWlJSIjIzFhwgRpiISdnV2510XbtD1PfgQABwcH6e8aNWpond/K1lG2trZQKBRSHZWSkiKr33R1dWFjYwNAu/y4ZcsWWFpaIiIiAjVr1kRUVJR0319E/Vb2vFXp0kZ0dDSCg4MRFBSEsLAwACh3UoOqquy6VlZOjYyMAJQ8E/T19aFQKDSmbfPmzVi8ePH/tXf/MVGXcRzA33AIaBSiwsHdNfPuPASMw/IWEXHo9XtMkx8mQ4hlzIqwTKCs3KKVhSjNJrTpSspf/JgjhZWbsUxWobjM5TRHONLAQCqTpOCET3/c7hlf7qf8OPzxeW236fe5u+/z/T6f5/l+ny/P8xz0er1ke2VlJWbMmCFeP//8syR9vONNp9OJ66Cz8wJIr4njGW/upDvz66+/YsWKFbjnnnsQGxuL2tpayWedlenw4wKAoKAg+Pv7S7ZZjxWwDJW9evWqzXc5KnNnbYy/vz9yc3ORlZWFbdu2IT8/H0uWLBFtv6syd1VXQkJCxPEDtjEx0np66dIlDAwMYPr06WLbnXfeKTlmV9dbZ8LCwpCYmIjq6mq0tLTgzJkzSE5Olnz/22+/Lb47Li4OgYGBbtfj0cSbqzYEkN4/ymQyyXBEwDL8Ti6XO92Pl5cXQkNDbe4DrBzF261uwjsgCoUCACQBcenSJTG+OiwsTNyQW128eBEqlcrtfRgMBuzZswddXV3YuHEjnn76afz2229jkHvnVCoVlEol2traxOvChQtiLK9KpUJKSook/eLFi8jOzgZgaVyH3pRduHDB7X2/++674mZv6GvBggWjPq7z58/bjL2Nj4/H4sWLxRyW9957D/X19Vi1apWkbK38/Pywdu1aNDc3o7W1Fb29veJm1dV5sxp+4bHy9fVFVlYWPvvsM1RVVSEqKgrz5s0DYIk3Ly8vNDY2iu8+f/68zc2Fs++32rBhA26//XZ0dnZKLg41NTW4fPkynnnmGcn7ZTIZ1Go1mpubxbYzZ87gypUriImJAWBZaaSqqgoLFixAYmIiGhsb0dHRIZkDAgBxcXGYNm3aiJfvy8vLg9lslsynAiyrmqSnpyMiIsLp50tLS/Hpp59KjsUVa+fr77//xqlTp7BmzRpx8dHpdJLvIiL88MMP4rw4y9tYxCMA0QEGLBfN4R1+R/EwvI3q7u4GEYk2SqFQSPZpNptx8uRJDAwMuBWPCoUCH374IX755Rc0NDSgsrJSsmLKaNu34ccNuPew4+DBg1i3bh127dqFo0ePYv/+/W7v0x2uzquVq3rqygsvvIDs7GybMfWLFy/GyZMnxUur1QK4/uINkF4TxzveXKU7k5WVhbCwMDQ3N6OpqQmLFi2y+z57x65QKNDV1SXZ1t7efk3XRStHZe6ojWlsbJSs+Ofj44Nnn30WSqVSzIFzVubu1JWh8QDYxsRI62lgYCC8vb0lncyOjg7xb3evt85kZGTg888/x969e5GUlCS5qVepVCgpKZF8/19//SXqk5WjeB9NvLnbhjgztFPoDBE5fK+jeLvVTXgHJCAgAElJSdi0aRMGBwdhNpuRk5ODkpISAEBCQgL+/fdfVFdXA7A8QamsrJRMoHLmyJEjeOqpp9Df3w8vLy/ce++9mDx5siRQ7rjjDrS1taG/vx+Dg4Oico/WAw88gL6+PvFEsre3F8899xy+++47AEBqair27dsnJkyfO3cOqampYv8JCQnYvXs3zGYzenp6sGPHDrf3bX1SPfz19ddfj/q4pk6dig8++EDypLWrqwuHDh2SPMV47LHHEBYWZnepwuzsbHHzHBISAp1OJ8rE1XlzR05ODr744gtUV1dLJr76+flh0aJFKC4uxuDgIIgIGzduFBPUr8Xhw4eRkZEh+SvVf//9h8LCQmzevBne3rbVKycnB5s3b8aJEyfQ3d2NV199FQ8//LB4YqbT6VBbWwuTyYTY2FgcO3YMZrPZ5oknYPkryLVMOB5q0qRJKC0txVtvvYX29nYAwE8//YS9e/e6NalUq9UiLy8Pzz///Jg88V6xYgUaGhpQXV2Nnp4erF+/HmazGSkpKS7zNhbxCADbt28HYLm4f/nllzCZTG7lPTU1FeXl5fjnn38AAMXFxXjooYfEE8f09HRs3bpVLFiwZcsWpKamQiaTuYzHK1euICEhQdxk6XQ6yZNSd9o3ANi/fz9UKhXa2tps8t/Q0IBz584BsCyFHB0dLXmK7EhHRwdCQkKgVqtBRCLP1vMAWNrWnp4ekX9HS6Ta4+q8jpXDhw9j5cqVmDRpkmT75MmTxaTb0NBQ+Pj4AJj4eEtJSUFtba14SFdfX4/Ozk7x+fGMN1fpVo7iraOjAwaDATKZDK2trfjqq68k8eLMwoUL0d/fL24+u7u7YTQacejQIbc+P5S9MnfWxnh5eWH16tWSyfxHjhxBV1cXIiMjxTZHZe5OXfnzzz+xb98+AJaFd9ra2iRL3LpTT9euXQuDwSDZJpPJYDAYRLyePXsWBw4cEOnuXG9d1ePk5GScOHECVVVVyMjIkKSlpaWhvLxcxOPBgwcl12Rn3I03R8aiDRk+4sYeIrJ5EDmUozbmljcR476G6+7upqVLl5JcLqe77rqLsrOzJeNEm5qaKC4ujsLDw2nu3LlUUVEh0mpqakiv10u+TyaT0enTp4nIMuZ01apVpNVqKTIykqKjoyWfJyL6/fffKTY2lqZMmULBwcG0evXqa8q/ozkgRJbJSfHx8aRWq0mr1VJBQYFkud7du3dTVFQUabVaioqKou3bt0vOyxNPPEHBwcGk1+tpy5YtNvNhJoq1TEJCQiggIIB0Oh1t2LDB5n16vZ7q6upstn/77bc0f/58mjNnDkVERNCTTz4pGTvu6rxlZGTQG2+84TSPDz74IAUGBtpMDOvs7KRly5aRWq0mjUZDycnJYkwoEVFLSwsBcLmsstFopB07dki2FRUV0dKlSx1+ZmBggAoLC2nGjBk0ZcoUWrJkiWQc7zvvvEM+Pj5ifOzChQvJYDCIdOscECJLbKtUKps5IDKZTPLSaDREJJ2EbvX4449TWlqa2Fd5ebnDvA+dhE5kWSBCLpdTWVmZyNvwfctkMmpra3M5QZ6IaOfOnaRWq8nX15cMBgMdO3ZMpLnK22ji0Tp2vLS0lGJiYkipVNLLL78sGa/rLN76+vqooKCAwsPDKTw8nJKTk8XEfCJLOb355pukUCho5syZZDKZxNLFRK7jcevWraKeRERE0Jo1a0Te3GnfiIj27NljMz6eyDIGevny5ZSUlERqtZr0er2Yo9TS0kJyuZzkcjkFBASQn5+f+P8ff/xBly9fJpPJRHfffTeZTCY6cOAAPfLII6TRaMScg4GBAcrMzKSAgAAKCgqSTFa1cjQHxNV5dVZPc3NzRazOnDmTjh8/TsePHyelUmnzXgCiTrlrvONt27Ztol7bU1FRQXPnzqXw8HC6//77qampSaSNZ7y5k07kON527dpFs2bNovj4eMrJyaG6ujoKDAyk4uJiInLd9v7444903333UVhYGGk0Gnr//fdtzqt10j4Rkclkoo8++sjme+yVuas2pqKigubMmUNTp06l4OBgmjdvnlg4ZSh7Ze6qrtTU1FB0dDTl5eVRREQEzZo1S0yuJ3JeT4dauXKl3Rg/evQoRUZG0uzZsyk1NZXy8/Np2bJlIt3V9dadepyWlkZBQUFikQ4rs9lMr7/+Omm1Wpo9ezbFxcXR999/L9JdlbmzeCssLBRtkre3N02bNo3kcrlYvMRVG5Kbm0svvfSS+H9jYyPJ5XLJ/tevX+/WJHR/f3/q7e21mz6SNuZWcF10QNiNy7oOviMxMTF2OyA3A6PRSDt37pzobLAhRhKP1hsX66pBt5Lc3Fx68cUXJzobEwqAze8YuIvj7cY0mjK3/g6IIyO55tXU1IjferJnrOtpQUGBZPI/c6y1tZVuu+02px2IV155hdLT0x2mjybebmYTPgSL3djmz5/vdKxoaGio5Dc5bhZ9fX04e/YslErlRGeFDTGaeCSi8crWde1WPW4AOH36NHx9fW0mN7uL4+3GM9oyz8/Px/Llyx2mj/Sa5yoeRhMvZWVlSExMxNWrV9HT04O6ujrJ4iTMMbVajczMTBQVFdlNb29vxyeffIJ169bZTR9tvN3MuAPCxlVRURHKysqgUCiQnp4+0dkZtVOnTolJe0ajEUajcaKzxK7BzRaPbGQ+/vhjqFQqJCQkYNOmTfD19R2X/XC8XT9u5TLPzMzE9OnTodFoEBMTg0cfffS6yduNoKSkBN988w3q6+sl2wcHB5GVlYXXXnvNZuECT8XbjcyL+DEMY4wxxhhjzEP4LyCMMcYYY4wxj+EOCGOMMcYYY8xjuAPCGGOMMcYY8xjugDDGGGOMMcY8hjsgjDHGGGOMMY/hDghjjDHGGGPMY7gDwhhjjDHGGPMY7oAwxhhjjDHGPIY7IIwxxhhjjDGP4Q4IY4wxxhhjzGO4A8IYY4wxxhjzGO6AMMYYY4wxxjyGOyCMMcYYY4wxj+EOCGOMMcYYY8xjuAPCGGOMMcYY85j/ASwQVrRoE1GkAAAAAElFTkSuQmCC"}, "created": "2021-09-13T20:57:03-07:00", "created_utc": "2021-09-14T03:57:03+00:00", "updated": "2021-09-13T21:11:18-07:00", "updated_utc": "2021-09-14T04:11:18+00:00", "shot_hash": "b3d1f989fac8930682b18b7c984199ea", "slug": "electrion-auto-update"}, {"path": "electron_electron-debugger-console.md", "topic": "electron", "title": "Using the Chrome DevTools console as a REPL for an Electron app", "url": "https://github.com/simonw/til/blob/main/electron/electron-debugger-console.md", "body": "I figured out how to use the Chrome DevTools to execute JavaScript interactively inside the Electron main process. I always like having a REPL for exploring APIs, and this means I can explore the Electron and Node.js APIs interactively.\n\n<img width=\"945\" alt=\"Simon_Willison\u2019s_Weblog_and_DevTools_-_Node_js_and_Inspect_with_Chrome_Developer_Tools\" src=\"https://user-images.githubusercontent.com/9599/131575749-a509c528-6746-42b0-8efd-03cd77f6dc2d.png\">\n\nhttps://www.electronjs.org/docs/tutorial/debugging-main-process#--inspectport says you need to run:\n\n    electron --inspect=5858 your/app\n\nI start Electron by running `npm start`, so I modified my `package.json` to include this:\n\n```json\n  \"scripts\": {\n    \"start\": \"electron --inspect=5858 .\"\n```\nThen I ran `npm start`.\n\nTo connect the debugger, open Google Chrome and visit `chrome://inspect/` - then click the \"Open dedicated DevTools for Node\" link.\n\nIn that window, select the \"Connection\" tab and add a connection to `localhost:5858`:\n\n<img width=\"901\" alt=\"8_31_21__2_08_PM\" src=\"https://user-images.githubusercontent.com/9599/131576143-03b28fd7-fab4-495a-8060-662b0247eabd.png\">\n\nSwitch back to the \"Console\" tab and you can start interacting with the Electron environment.\n\nI tried this and it worked:\n\n```javascript\nconst { app, Menu, BrowserWindow, dialog } = require(\"electron\");\nnew BrowserWindow({height: 100, width: 100}).loadURL(\"https://simonwillison.net/\");\n```", "html": "<p>I figured out how to use the Chrome DevTools to execute JavaScript interactively inside the Electron main process. I always like having a REPL for exploring APIs, and this means I can explore the Electron and Node.js APIs interactively.</p>\n<p><a href=\"https://user-images.githubusercontent.com/9599/131575749-a509c528-6746-42b0-8efd-03cd77f6dc2d.png\" target=\"_blank\" rel=\"nofollow\"><img width=\"945\" alt=\"Simon_Willison\u2019s_Weblog_and_DevTools_-_Node_js_and_Inspect_with_Chrome_Developer_Tools\" src=\"https://user-images.githubusercontent.com/9599/131575749-a509c528-6746-42b0-8efd-03cd77f6dc2d.png\" style=\"max-width:100%;\"></a></p>\n<p><a href=\"https://www.electronjs.org/docs/tutorial/debugging-main-process#--inspectport\" rel=\"nofollow\">https://www.electronjs.org/docs/tutorial/debugging-main-process#--inspectport</a> says you need to run:</p>\n<pre><code>electron --inspect=5858 your/app\n</code></pre>\n<p>I start Electron by running <code>npm start</code>, so I modified my <code>package.json</code> to include this:</p>\n<div class=\"highlight highlight-source-json\"><pre>  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>scripts<span class=\"pl-pds\">\"</span></span>: {\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>start<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>electron --inspect=5858 .<span class=\"pl-pds\">\"</span></span></pre></div>\n<p>Then I ran <code>npm start</code>.</p>\n<p>To connect the debugger, open Google Chrome and visit <code>chrome://inspect/</code> - then click the \"Open dedicated DevTools for Node\" link.</p>\n<p>In that window, select the \"Connection\" tab and add a connection to <code>localhost:5858</code>:</p>\n<p><a href=\"https://user-images.githubusercontent.com/9599/131576143-03b28fd7-fab4-495a-8060-662b0247eabd.png\" target=\"_blank\" rel=\"nofollow\"><img width=\"901\" alt=\"8_31_21__2_08_PM\" src=\"https://user-images.githubusercontent.com/9599/131576143-03b28fd7-fab4-495a-8060-662b0247eabd.png\" style=\"max-width:100%;\"></a></p>\n<p>Switch back to the \"Console\" tab and you can start interacting with the Electron environment.</p>\n<p>I tried this and it worked:</p>\n<div class=\"highlight highlight-source-js\"><pre><span class=\"pl-k\">const</span> <span class=\"pl-kos\">{</span> app<span class=\"pl-kos\">,</span> Menu<span class=\"pl-kos\">,</span> BrowserWindow<span class=\"pl-kos\">,</span> dialog <span class=\"pl-kos\">}</span> <span class=\"pl-c1\">=</span> <span class=\"pl-en\">require</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"electron\"</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n<span class=\"pl-k\">new</span> <span class=\"pl-v\">BrowserWindow</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">{</span><span class=\"pl-c1\">height</span>: <span class=\"pl-c1\">100</span><span class=\"pl-kos\">,</span> <span class=\"pl-c1\">width</span>: <span class=\"pl-c1\">100</span><span class=\"pl-kos\">}</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">loadURL</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"https://simonwillison.net/\"</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span></pre></div>\n", "shot": {"$base64": true, "encoded": 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hDghjjDHGGGNMb7gDwhhjjDHGGNMb7oAwxhhjjDHG9IY7IIwxxhhjjDG94Q4IY4wxxhhjTG+4A8IYY4wxxhjTG+6AMMYYY4wxxvSGOyCMMcYYY4wxveEOCGOMMcYYY0xvuAPCGGOMMcYY0xvugDDGGGOMMcb0hjsgjDHGGGOMMb3hDghjjDHGGGNMb7gDwhhjjDHGGNMb7oAwxhhjjDHG9IY7IIwxxhhjjDG94Q4IY4wxxhhjTG+4A8IYY4wxxhjTm/+5DkhcXBwaNGiA6tWr47fffqvq5OhkxowZkMlkkEgkkEgk8PHxqeok6Wz//v2ws7MT0i6RSJCUlFTVyWL/cJs3b4a5ubmoXmVnZ1d1sv4R7ty5AwcHB1He/f7771WdLPaWUigUWL16NVq0aAE7OzsYGBjA0dGxqpP1j8LHHGPqqrwDsmPHDlhZWYkOTIlEAgMDA7i5ueH58+dC2FmzZsHS0lIIY2xsjGHDhpVpe7/88gtu3ryJZ8+eYerUqZW9O2/Et99+i4kTJ1Z1MpCeno5FixahZ8+e8PDwgKWlJUxMTODo6Ih69eqhS5cumDRpEnbv3i2s8/777+PXX3+twlS/3Y4cOSKq06p/JiYmsLOzQ9OmTTF69GgcOXIERKS39G3YsEFr2kr7c3V1fWPp+vDDD7Fx48Y3Fv+/mZ+fH2JiYqo6GW+VmTNnwsTERGtdNjU1RbVq1dC4cWOMHDkSYWFhasdhWFhYiceytr/ijnNJ6xsYGMDS0hIeHh7o2bMnVq5ciZycHGHbc+bMEf1IpfxnbW2N//u//yt33oSEhGD06NGIjIxEnz59sHXrVqSnp5c7vn+iipYtH3OMaUBvicGDBxMA4S8pKUlr2GnTppGZmRnl5+eXeTvLly8XttG9e/eKJLnSFRYW0vz582nu3Llqy6ZOnSqk29vbW+9pW7VqFZmbmxMAkkgk1KtXL1q/fj2dPn2ajh8/TqtXr6bevXuToaEhSaVS0bqHDh0Sle2jR4/0nv633aZNm0R5NHXqVDp69Cht3ryZRo0aRWZmZsKyd955h+7du6eXdK1fv54MDAxo48aNdOTIETp//jxdvnyZevToIUrv8ePHKTIykiIjI+nixYsUGhpKLi4ubzRtO3fuFKUhKyvrjW7v3yQtLU2UdwcPHqzqJFU5uVxOI0aMEOXL1q1b6eTJkxQeHk7//e9/ydXVVVjWuXNnevXqlVo869atE8UxYcIE2rt3r9rfZ599prHeqq4/depUOn78OK1fv54aNGggzPfw8KDbt28L6xUWFtJHH30kWvfmzZsVypMbN26I4ktOTiYiosWLF1co3n+qipRtVR1zFy9epNmzZ1NERIRetseYrowqtztTfiYmJqJpU1NTrWFNTU2FOyBlNWbMGDg4OCA5ObnMd0/etG3btmHq1KkwNTXFzJkzqzo5gsWLF+Ozzz4DAEgkEmzZsgVDhgxRCxcaGort27cjJCRE30n8x7O0tBRN+/n54d133wVQ9AvklClT0LlzZzx8+BDnz59Hx44dcfnyZTg4OLzxtDk7O2Po0KGieXZ2dqLphg0bwt7eXpi+c+cODh069MbTxlhlMTQ0hJmZmWheQEAAPDw8AADdu3dHUFAQGjRoACLCiRMnsHDhQnz11VeidVSP5SZNmqB3795q23NycsKiRYvU5mtqCzp37gwA6Nu3L7y9vZGWlobExEQMGTIE165dA1DUNkulUtG6FhYWuuy6VlFRUcL/JRKJMPTq008/rVC8/1QVLVt9UygUGDlyJGJiYiCVStGmTZuqThJjgiofglUV+vTpg/Hjx6s1JpUtLy8Pq1evRvv27aFQKEoNO336dJ3ilUgklZE8nSQkJOCLL74QpocPH66x81GsUaNGkMvlJcapz/T/W/j4+GD16tXC9IMHD9QufN6UmjVrlnkdFxeXN5ASxqpWvXr1REMLjx8/Xu64/Pz80LJlSxgaGuq8jqWlJQIDA4XpqKgoJCYmljsNpVEe5mVgYMBtt47KU7Zvwtq1a3noF3tr/as6IFu2bEFAQABsbGxgZmYGV1dXtGnTBgkJCQCASZMmwdDQUO1h7tTUVFSrVk00dnPFihUYPXo0nJycIJFIYGNjg549e2ps7Ldv347AwEB4e3tDKpXC1tYWjRo1gqenJ0aPHo1hw4aV2BCNGzcOzs7OQtx5eXlCOg4fPqwWXiqVIjk5GbNnz0b9+vVhZmYGb29vLFu2TC1scnIyxo0bBy8vL5iamsLBwQGtW7fGzp07dcrTRYsWoaCgQJgeO3ZsieF9fHxw7NixEsMoFAqsXLkSbdu2haWlJRwdHTF+/Hi8fv0aAPD06VO154ImTZoEAIiJiUHv3r0hk8mwZs0aIc7jx48jKCgI1atXh7GxMezt7dG9e3ccOXJEtO02bdqI4p0wYQK++eYb1K5dGwYGBjA2NkadOnWwc+dOJCUl4fvvv0fbtm1hY2MDOzs7DB48GM+ePVPbp+3bt6NDhw6wsbGBTCaDj48PQkNDkZaWVnIGl0HXrl3h5eUlTG/evBn5+fllSsegQYPUxpa3a9dOWP/YsWPCsWBtbQ03NzesW7euzGlt1aoVDh48iJcvX2L69OmoW7cuzMzMYGZmhjp16mDq1Kl48eKF2nplDa/Nw4cPMWrUKHh6esLU1BR2dnbw9/fH7NmzdVqfiLBhwwYhL01MTODg4ICGDRti8uTJorBxcXEYPnw4atasCVNTU1hbWyMgIABLly5FYWGhEG769OnCRZxEIsE777yDdevWISAgAKampjAyMtJ4HOfk5GDevHlCnlhZWcHb2xs9e/YUhSssLMSKFSvQqlUrWFtbw8TEBG5ubhg6dChiY2N1zjug4u1GcnIyOnfuLOSJRCKBTCaDt7c3xo8fjydPnojCV7S8QkJC4OvrK7yYwNjYGC4uLujXrx8iIyPLtO+lUT7mjIzKP4jA2toaFy9ehEwmK/N6yjS1RxWVnZ2NTp06CXe+gaJ2u7juXrx4UZiva/3/4osvRPVfIpEgMzMTcrkcixcvhqenJ9zc3EpNm65l/fvvv0MqlYqeGQ0PD0fPnj1hbW0t3NFRPvdUlvKUbVmOuYSEBIwdOxbe3t4wNTWFlZUVPDw80KVLF1y7dg0XL15Es2bNMGbMGGGdL7/8EhKJBAEBAVVyjvX19YWhoSGkUimaN2+OU6dO6ZwvurYlTZo0EW27VatW6NChA+zs7GBkZITq1aujT58+uHHjhrDO1q1bYWFhIVpvxIgRqFWrFmQyGWQyGerVq4f58+eX+kMyK6OqHgNWbNiwYaLxkWlpaVrDzp49m8zNzUXz5s+fTwCof//+lJCQQHfu3KFvv/2WjIyMKDIyUgg3ZcoUjc9S5OTkiLbfvn17WrFiBS1btowcHByE+e3atRNtd+LEicKy4OBgunz5Mk2bNk2Y5+DgQHK5vMR9j4mJEa1jYmJCUVFRFBUVRZmZmUQkfgbExMSE2rZtSyNHjiQ/Pz9Ruv/44w8h3qSkJHJyciIAVL9+fTp//jwNGjRICLt79+5Sy6V27dpCeKlUSgUFBaWuo0r1GZAGDRrQ8OHDqUOHDqL5X331lbCOQqEQPWcQGhpKmzZtIlNTU2He6tWriajouR6JREIAaMSIEXTt2jUaMGCAEG7FihWi9LRo0UJY5urqSt988w2tW7eOGjVqJMw3NDSk7t2709KlS+nHH38Unn8BQMOHDxfFN2vWLGHZggUL6PDhwySVSgkANWrUqNTyJyLau3evKC/Wr1+vMdyQIUNE4ZTH9eqaDuV8b968udo2/vjjDwJAFy5c0JpeXY7Xly9fCvXTxsaGjhw5Qvv37xfy0s/PjzIyMsodXtszIKmpqeTu7k4ymYzCw8MpKSmJDh8+TAEBARQUFFRKSRAVFBRQz549hXj79+9PZ86coWPHjlHr1q2pYcOGQtjIyEiytLQkANS0aVO6fPky/fe//xXWHTJkiChu5fbHzMyMZsyYQZs2bVIrV+XjODAwkADQ/Pnz6dGjR3T58mUaOnSoWhuo/BzdkiVL6Pz58+Tv708AyNLSkq5cuSKELWk8emW0G7dv3yYA9OWXX9KNGzcoJSWF+vfvL8RRv359oS2paHkREdWoUYPef/99ioiIoLS0NFq4cKGwLSsrK4qLi9MpnnHjxony5f79+6Lld+/eFS2fMWOGWhyq9VL1WD558mSJz0eVtr5yWQCglJQUndOvK7lcTlFRUTRjxgxRm1h8Xip+9qWs9f/y5cui9EVHR1O7du2EaV2eGytLWYeHh4u2N2LECNqwYQN99dVXZGRkpPHcU5KKlG1lHXPHjx8X2kRbW1tat24dXblyhRYtWkQSiYT27t1L6enpFBUVRTY2NkIcn376KUVFRQn5o69zrJeXFy1YsIA2bNggmm9ra0vPnz8vNc/L0pYQEXXu3FlYFhAQQLGxsZSXl0f79u0Tytzc3Fz0fFRERISobNasWUMvX76k1NRUeu+994T5w4YNKzW9THf/mg6Ira0tAaAtW7aI5r/77ruiDoi2h7lzc3NF29+8ebOwbNmyZcJ8iUQiNL4JCQmidR48eEBERY13cXoA0L59+0rd/19++UUIb2pqqrZcW7ozMjLI2tpaWDZ16lRh2YcffijMX758ORH9fXEJgFq2bFlimgoLC8nQ0FAI7+npWep+aFLSQ+gdO3bUmp6+ffsKy5ycnEgmk9GAAQNo6dKl5O7uTqtXr6Znz54JF9kA6OnTp0RE9OjRI9GFXnp6uhBvy5YthWUfffSRMP/cuXOidB47dkxY9vnnnwvz3dzchPnx8fFkYGBAAKhGjRrCfOWT6qFDh0rNI107IF988YUo3Pbt28ucjrCwMFEcp0+fFm2jf//+FBAQUGJ6dTleldP6ySefCPOVH5SdNm1aucNr64AsXryYAJCPj48oPefOndPpglb5Asrf31/Ugdy3b5+oA9K8eXMh7I4dO4T53t7ewvzDhw8L87Udx3K5nJydndWO4+vXrwvzlF/M8fr1a3J0dBSmlcu0bt26wvzNmzeLTsbFSroYqmi7QVR00VCnTh3RvGvXrom2ef78eSKqeHkRETk5OdGTJ0+E6cLCQtHF13fffadTPKoX8Hfu3KHc3Fx6/vw5HT58WPQjhY+PD6WmpqrFoVovV6xYQVlZWcLfggULyt0Bef36tXChqqlNrqwOSDHll7YYGhqqLS9r/b9586Yofc7OzlSnTh2aMWMGffrppzp1QMpS1iWde5QvoHWp00QVK9vKOOYyMzOpevXqwvytW7eKttGoUSPau3evMG1nZyeE/f7779XSpO9zbExMjCgPdDk3lqUtIRJ3QAYOHChar0+fPsKyPn36CPNVOyDKL3dQfRHDjRs3Sk0z082/ZghW8evupkyZgk2bNiErKwsAEB4ejqZNm1Yobl9fX+H/RCTc8vvzzz9F4ZycnAAUPcyo/J70O3fuVGj7JbGyskLdunWF6cePHwMoGo6xb98+YX7xOP5q1aoJ85QfMNQkKytLdMvR3Ny8UtKsLCAgQPh/cdo1sbW1xf3797F9+3Z88sknmDx5MszMzBAWFibcPre3txceynZ1dRWGKuTk5Oj0znXV76so35ZXXqZ8y3ffvn3CMAPlZyXKks9lofpQaXE9L0s6AgMDUb9+fWG+8is6U1JSsG/fPtHQi/LatWuX8H/lOlqvXj3h/zt27Ch3eG2K8+Tu3bsYOnQorl+/DgB45513sHfv3lLXX758ufD/oUOHioZPdurUCaNGjQJQNGxIechHRdJsaGgIb29vYbr4WCjeFwDo168fjh07BrlcDlNTUzx48EBYpkveXbx4EY8ePSoxHZXRbhSvp5wmAGrfjsjIyABQ8fICgAMHDojil0gkohc0FG+rrPz8/CCTyWBnZ4du3bohOjoaFhYW+Pjjj3Hu3DlUr1691DjGjBkDS0tL4U/5mTpdFBQU4NWrV7h58yb69u0rtD9GRkZYvHhxufarMlRG/Z8+fTpiYmJmT41IAAAgAElEQVQwb948zJ8/H7Vr1y51u5VV1srn9ZLOPSWpaNkCZTvmdu3aJQyntbKyQr9+/URxff3116L9Kgt9nGNV06ZLvpelLSmN8kP4x48f1+mV9vXr14eVlZUwffToUZ22xUr3r+mAFI9jL367lb29Pfr164ebN29W+ME5AwNxNhVXWuW3/gAQvRtd+fslzs7OFdp+aZTfIFactsePH4suXoKCgiCRSNCoUSNhXn5+PvLy8rTGa25uLtr33Nzcykw2AM1p18TNzQ01atQQpsePH48hQ4aIxrarjo1WbsB1eRBPtZy1LVNO5+3bt4X/R0ZGCmNIlU8omZmZpW5bV6rlVdwwljUdys8xhIeHC/mzZs0aODo6om/fvhVKZ35+Pu7fvy9MK5eNcrncu3cPr1+/LnP4kig/07J582Y0atQIPj4+WLBgQanpTk1NFV3YK19IAUUPAY8bNw4A1J6r0JZmXR8C1VTHGjRoABsbGwBFHYiuXbuiRo0amDBhAl6+fCmE13YcKKdDl7RURrsBAGZmZqILUkD7yycqUl7FmjVrpjavMh6Y3rNnDy5cuIBOnTqJ4p06darOb6CbPn06IiIihL+ydu5Hjx4NCwsLNGjQAGFhYTA2Nsa7776LiIgIteeA9Kky6r/yj4NSqRR//PFHqdutrLLW1qaXRUXLFijbMafc4fP19VV7Bun9999HnTp1yrEnVXOO1SXfy9KWlEb5WiwzM1N0nabresrnKVYxb81reMtSMYlIrQKuWrUK7777Lu7duweg6IDdvXs39u/fj/3794veHFJZWrRoAW9vb+Eh96VLl2LmzJnYunUrUlNTAQDe3t7o06dPpW+7NK9evRJNr1q1Cs2bN1cLp/r6Y2WGhoZwd3cXDrjHjx9DLpdX6MHLyqa8n6rpUn5Ns3ID/6a236RJE6xdu1YtjHKjXlGqD5x6enqWKx2DBw/GzJkz8ejRIxARFixYgDVr1mDVqlUYP358hctY+e05gLhsVF+fnZ2drba90sKrvm5UWdu2bfHVV19h7ty5QjuSkJCAKVOm4ODBgzh58qTWl0KoPuhe0l0/1WNMW5orUvcsLS2xefNmDB48WLjLm56ejiVLlmDHjh24evUqXF1dtR4HqnlXWloqo90AgKSkJKxatQqnTp3C06dPkZWVpfXteBUpL6Doh5HVq1fjyJEjSExMREZGBuRyeaU8nN24cWN4eHhg9erVqF+/PnJycpCVlYXg4GBERETo9JajWrVqiX55tbW1LdMLFWbOnImgoCAYGhrC0tIS7u7uZX5w/U3QR/1X9SbLujwqWrZA2Y455bjfxIgETar6HFuWtqQ0qu1haT+kaFpP13VY6d6aOyCqv9QlJydrDfv48WPY2tqK5nl5eeHmzZtYvnw52rZtK3RQ5HI5ZsyYUfkJRtEF+sGDB4VfKubOnQupVIrhw4fDwsICQ4cOxZkzZ/TWUChTHarj7OyMRo0aqf2V9kuCcsft9evXOr1RZuLEiaJf5N8k5f1UfluX6vSbeuWy8vYNDAw05nHx0LzKEB8fL9p2w4YNy5UOY2Nj0a91v/32G1atWoX09HRhiFFFFL+hpphyWaiWk6WlZZnDl+abb77B1atXMXbsWNEwmYiIiBKHCijfagcgusugSvUY05bmita9Hj16IDY2Vm14RWpqKn744Qe1tFQk7yqj3UhLS0OzZs0wd+5cRERE4L333sPp06dx4sQJreuUt7yAovyZOHEiwsPDUb16dRw8eBDR0dFC57wyeHl5Yc6cOcL0hQsXMHfu3HLF5e/vjw0bNgAoGn4THR1d4g9u3t7eCAgIQPPmzYUhYZUhPT0d06ZNK/f6+qr/yvRR1hVR1rIFynbMKbdPJbVNlakqz7HlaUtKotyZKn67aVnXU71WZeX31nRAWrVqJZrW9irXgoICnDp1Ci1atBDN37RpE8zMzDBmzBicOXMG8fHxaNmyJYA3+wxGrVq14OrqiqFDh+Lx48eIjY1FUlISMjMzsXHjxjc+/EobFxcXUYNQ3g7B5MmTRR+FLO3jSnK5HMuXLy/zr0Dl5efnJ/xfeQgcANErcP39/d/49uPj49/oa/rS09Nx4cIFYXr48OHCLzPlSceoUaOEBjg/Px+ffvophg0bpta5Lw9jY2PRK4OVy6b47iAA4TWSZQ1fkosXLyIuLg6NGzfGsmXLkJycjGXLlgkXzSW1B05OTqKhNcXPI2iinOclpbkidS8pKQl//PEHnJ2dMXv2bNy5cwcnT54Uhn8W74u240A5HbqkpTLajf379+Pp06cAin61/fHHH1GrVi2tz0tUpLzu3r0rGrYzd+5cNG7cGI6OjpX+DYbPPvtMNPxn3rx5ouOxPKKioir8jGJ5HThwAJs3by73+vqo/8r0WdaVQdeyLcsxV/yDE1CUH6p3mt+EqjzHlrUtKY3y8KnatWvr9ONwQUGB6FmVxo0bl2vbTN1b0wHp1auX6AG0efPmqY0Hzc3Nxfjx45GQkCCMwy42cuRI0cHh7e0t/JKry7vFy4OIEBoait9//x0JCQkwMjJCrVq14OLiUuYxisq/MuTn51f4eQuJRCJ6QG3r1q1qv17oonj4QfH+7NixQ/SQrqro6GgUFBTobZhWYGCg8Ivgy5cvhYYiISFBGLIik8neyBA8oOjLxMUnv4yMDNEzF5VtypQpwvMPNWvWxNdff12hdFhaWoreE69QKDBx4sRKS69y/bt165bwf+WLeuUwZQ2vzeHDh0V11MjICGPHjhU+jlhaezBixAjh/2vXrhVOgKpcXV2FHzlU06z8nnld0qzN3bt38Z///Ec0r0OHDujWrRuAv/dFl7xr2bKl6CN6mlRGu6EcXiqVltoWVKS8VNNW0S9/l8TQ0BBr164VOv0KhQIhISEVGnoSEREhfINA3/bt26f2MG9Z6KP+K9NnWVcGXcu2LMfcgAEDhIvm7Oxs/PzzzyXGrZxH5b1jUpXn2LK2JaVR/mbJsGHDdFrn1KlTwrCratWqoUePHhVKA/vbWzOY39jYGAcOHED37t1x//59ZGRkoHPnzmjVqhV8fHzw+vVrnD17FikpKZg/fz46duwoWl+hUOCDDz7ArFmzUL9+fSQlJQkntSlTpgjhlG+Havu/rsuePHmCjRs3AgDOnTsnGmNf/CasZs2aYdq0aaK3PWnStm1bmJqaIi8vD0SEkJAQtG7dGk5OThg8eHCJ62rz/fff4+TJk0hMTMS1a9fQokUL9OnTB+bm5khJSUFhYSEWLlxYajwffvghbG1tMWrUKKSkpOCTTz7B/v37ERwcDB8fH0gkEjx8+BDHjx/Hr7/+CqBiH+gqi2rVquHHH38UPpA4a9YsfP7555g3bx6AosZ98eLFotumlVEHinl6euLbb78VhjIEBwfj6NGj8PX1RU5OjvDBKNU7dqrbUb1jdP36dRw+fBgKhQKPHz/Gb7/9htOnTwMo+hVsz549sLOzq3A6Jk6ciJ9++gl5eXkIDAzU6S00crlc7UHw7OxstZcyfPnll9i3bx9iY2Oxc+dODBw4EHl5ecKbjerWrYvp06eXO3xJVq1aBUdHR6G+79ixA0lJSahVqxY++OCDEtedPXs2zp8/j4iICDx8+BAtW7bE0KFDUa1aNWRnZyM2NhYrVqyAubk5lixZgo4dOyI7Oxs//fQT6tSpg+PHjwtvmwoJCRE6C0Dpz7Zp+n90dDRGjx6NMWPGwMXFBVevXkVYWBhkMhkmTJgAAOjWrRsGDx6MrVu34u7du1i2bBmaN2+OH3/8EUDR0DJNHyrVpKLtRseOHWFkZAS5XI7MzEz8+uuv6NixI86cOaN1nfKWl4+PDzw9PYVfNtetW4fp06cLzweURU5OjtpFWnJyMmrWrCk8o9igQQNMmTIF3377LYCilyKMGTMGP//8M+zs7EBEatu9efOmxg/K5ufnY9euXWrD/lTHmOv6Y5RcLld7nuDmzZui5yPkcjmysrKQnJyMY8eOqZ1HVSl/SLB4Wvl5zbLW/4ooT1mXp03XpjLKVhtdjzl7e3ts3LgRwcHByMvLw5dffono6Gi0aNECCoUCqamp8PPzw0cffQQAePfdd4WPCa5evRo2NjbIy8vDJ598ovNdhMo8x6oqrQzK05Yoi4+Px2+//QZnZ2ccPnwY58+fBwC0bt1a+PCiJjt27ECzZs1QWFgohDMyMsKaNWve+o7vP8obe8FvOWVnZ9PPP/9MnTt3JgcHBzI2NiaZTEZeXl40bNgw0Tc9lE2cOJFatmxJtra2ZGhoSNbW1tSxY0fas2ePEOajjz4SvpVQ/Ofs7Ez3798ne3t70XypVEr79++n6OhosrCwEC2ztram6OhoIlL/MJymPxMTE9F7pbU5dOgQNWnShExMTMjS0pJatWpF27dvV/toEgBq06YNEal/j0EikdCIESOEONPS0mjKlClUt25dMjMzI1NTU/L29qaQkBC17z+UJjc3l9atW0f9+vUjLy8vsrS0JENDQ7KysiJfX1/q0aMHzZo1i06ePCl8OyE8PFwt/6pXr05PnjyhVatWkbGxsWiZt7c3paamkre3t/DhI+WyWrdunca0HT58mN577z2qVq0aGRkZkb29PQUFBdGJEydE4dq3b6+WX1OnTqWsrCzR+9WL68DOnTtp9+7dZGJiIlrm4OBAL1++FOINCwuj7t27U/Xq1cnIyIiqVatGrVu3pu+++0708TxV4eHhJJPJtNYdiURClpaW5O3tTYMGDaLt27eTQqHQGl950hEaGkqA+Lsnmjx9+pTc3NxE34ZRPS7mzJkjWic9PZ2mTJlCtWvXJlNTU5LJZFS3bl2aMWOGKP/KGv7nn38mMzMztTKJjIykU6dO0QcffEBeXl5kampKxsbG5O3tTZ9++qnG7zZokp+fTytXrqROnTqRvb09GRkZkYWFBQUEBNCiRYtEZXD79m0KCQkhFxcXMjIyIisrKwoICKCVK1eKws2cOVOt/WnVqhUREYWEhKiV+9ChQ+nhw4c0bNgwqlevHllYWJChoSE5OjrSgAEDhDaomEKhoCVLllDz5s3JwsKCjI2NqWbNmjR8+HCKj48Xwl24cEGtvTM3N6elS5cKYSrabhw4cIAaN25MJiYmJJPJqFGjRvTNN9+IPmzq6OhI4eHhFS6vW7duUffu3cnCwoJMTEzIy8uLxowZQ7179xa2ZWFhoVY3la1atUqtbIr/ZDIZJSYmCmFfv36t9gFYADR48GDRB0t1/Sv+xkFsbCw5OjpqTUPt2rW1pn/GjBlqbakuf8rfaNAUp+qxLpVKKTg4WBRO1/o/Z84c4aOFyvvVqFGjUsu4WFnKOiwsTK1trVatGiUnJ9OKFSvUzqnu7u5at/v7779XqGwr+5iLiYmh0aNHU+3atcnMzIyMjIzIzc2NQkJCKCYmRgiXkZFBn3zyidCGubu7U0hICCUkJOj9HEtE5OrqqnZttHLlyhLLvCxtCZH4OyCurq7k4+NDUqmUpFIp+fv707x58yg3N1e0DdXvgDRr1ozs7OyE/ezduzddvny5xHSyspMQlfP9cwxA0V2QVq1agYhE31ZQKBS4evWqMEZy/vz5ojsxjDHGGGOs8nTp0kV4SH348OFYv359qeucPXsWbdu2FaYTExPh7u7+xtLIirw1Q7D+iW7fvo1OnTohPz8fN2/eVHvgPD4+XhjS8jY+JMcYY4wx9m9U3lfm8qt29eOteQj9n2j16tVISUlBrVq1NL7tqvjDPIaGhggKCtJ38hhjjDHG/iepPsP0ptdjZcN3QCqgW7duWLx4MS5duoTQ0FD07t0bVlZWePHiBY4dO4b169fDyMgIixYtUntlIWOMMcYYqzzKr6DX9YOFqq+tL++HDlnZ8DMgFRQZGYmlS5fi/PnzSEpKQn5+PszNzeHp6Yl27dph7NixqFOnTlUnkzHGGGPsX8vX1xdxcXGiedWqVUN4eLjoldHKNm3ahNDQUNErfw0NDdG3b19s3779jab3fx13QBhjjDHGGGN6w8+AMMYYY4wxxvSGOyCMMcYYY4wxveEOCGOMMcYYY0xvuAPCGGOMMcYY0xvugDDGGGOMMcb0hjsgjDHGGGOMMb3hDghjjDHGGGNMb7gDwhhjjDHGGNMb7oAwxhhjjDHG9IY7IIwxxhhjjDG94Q4IY4wxxhhjTG+4A8IYY4wxxhjTG+6AMMYYY4wxxvSGOyCMMcYYY4wxveEOCGOMMcYYY0xvuAPCGGOMMcYY0xvugDDGGGOMMcb0hjsgjDHGGGOMMb3hDghjjDHGGGNMb7gDwhhjjDHGGNMb7oAwxhhjjDHG9IY7IIwxxhhjjDG94Q4IY4wxxhhjTG+4A8IYY4wxxhjTG+6AMMYYY4wxxvSGOyCMMcYYY4wxveEOCGOMMcYYY0xv3ooOyMyZMyGVSksM8+DBA7Rs2RJSqRSLFi1Cv3790KVLFz2lsHzGjx+PevXqVXUyAACurq6YOXNmVSfjXyckJARt2rR5Y/E/fPgQY8eOhYeHB0xNTeHk5ITu3bvjyJEjonD/lvK1sbGBRCIR/qytrdGqVSssWLAAOTk5lbqtNWvWiLal6W/QoEGVsi17e3vMmzevUuJiZTdt2jRRub58+VLvabh37x5GjRolHMsWFhZ455138Ntvv1U47jdxPlyyZAmMjIwqNc6qVtnHYUXzqLLz+NatW5BIJDh79qzWMM+ePYNEIsGuXbsqbbvAmzsHLVq0qMQ22t7eXgjL7ew/yz+mdVm3bh1iYmJw9OhR+Pr6wt/fH3l5eVWdrLfC0qVLERkZiQ0bNlR1UkrVv39/BAUFYfjw4VWdlHLRZ/ojIyPRtWtXWFpaYsKECahTpw5SUlKwefNmdOvWDQsXLsR//vOfN54Ofevbty/Gjx8PIkJ6ejoiIiIwd+5crF+/HidPnkSNGjUqZTuBgYE4duyYMP3jjz/i2rVr2LJlizDP0dGxUrZVUf+kY7yyODg44PLly/Dw8KhwXKGhoejSpQv279+PJUuWVELqyubp06do37493Nzc8MMPP8DDwwMvX77Exo0bERwcjPz8/Aq1KR9//HGZz4el5W/Hjh2xbNmyMsX5ttVT1X384YcfUL9+/SpO1d/Kk8clcXFxwfLly+Hj41NpcWqj73P5vn37YG5urjbfxMTkjW63MtshJvaP6YCkp6fD3d0d7dq1AwC8++67VZyit8fVq1erOgk6u3r1KoKCgqo6GeWmr/TL5XIMHjwYzs7OOHv2LGxtbYVloaGhGDVqFL788kv07dv3X9cwurq6okOHDsJ03759MW7cOLRu3RrDhg3D4cOHK2U7zs7OcHZ2Fqa3bduGmJiYt/LO6j/pGK8MDx8+RFpaWqXF5+PjAx8fH9y5c6fS4iyLXbt24fHjx7h+/TqqVasmzO/cuTNycnIQERFRoQu5sp4Pdclff39/+Pv7lynet6meatrHYcOGVVFqNCtPHpfE1tYWY8aMqbT4SqLvc3n79u1hY2Ojt+0Bld8OMbG3YghWadq0aYMlS5bgzz//hEQiwX//+1+1W87Jycno0aMHzMzM4OzsjAULFmDmzJmoW7cuAODKlSuQSCS4cuWKKG4fHx9MnjwZAIT4Dx48CH9/f7Ro0QJA0cXg119/DT8/P8hkMtSuXRvLly8XxZOcnIzAwEDIZDI4Ojri66+/1mnf1q5di7p168LU1BR2dnYIDg7G06dPheU9evRAjx49ROts2bIFEokE2dnZ6NChA9avX4+NGzdCIpEgOjpa67YMDQ0xZ84cODo6QiqVIjAwEKmpqcLypKQkDBw4ENWqVYOpqSnq168v/BocGxsLiUSCiIgIIfy2bdsgkUhEeXHnzh1IJBJERkaqbV8ikeD+/fsYMWKEqCEpLQ9ULVy4EBYWFqJ5SUlJkEgk+P333wEABQUFmDx5MmrWrAmpVAo3NzdMmjQJ+fn5wjrXrl3De++9B3t7e1hZWaFPnz548OCB1u1qS7+RkRH27t0LX19fId+U65ku9UdVWFgYEhISsHDhQlHnQzkPrl27Jup8lFa+1atXx6JFixAYGAipVIqMjAwApef/wIEDMWDAAPzyyy/w8PCAmZkZgoKC8Pz5c0yePBnOzs6ws7PDhAkTQETlzt+S1KpVC3PmzMGRI0dw69YtYf62bdvQvHlzWFhYwNHREZ9//jlyc3MBADNmzIC1tbWozAHg//7v/yCVSpGZmanTtnWpn2Wpw7rUTWXajvFz586hXbt2MDMzg4WFBTp16qTxuFOWlpaGoUOHombNmjAzM0NAQABOnTolLP/444/h7u4uGu72/fffw9LSUii70uIAgCdPnmDw4MGwsbGBnZ0dBgwYgKSkJAClt8WnTp2Cu7s7AMDT0xO9e/cGUL7jqDQKhQJfffUVfHx8IJPJ4OrqinHjxuHVq1cAdKtDpcUBQFhfUxnv2rULa9eu1SnvtJ2jlM+HUVFRkEgk2L9/Pzp27Ahra2vY29tj8uTJKCws1Jq/qlSHB9WoUQM///wzJk+eDFdXV1hbW6Nnz55ISUkBoL2eltYO9O/fHwMHDsRXX30FCwsLoQ3funUrmjRpAktLS9jb26NXr15ISEgQpfHSpUvCMeDm5oYpU6YgLy9P6z4WD9E5duwYJBIJLl68KIrv8uXLkEgkOHr0qE5pV9a2bVt07dpVbf4HH3yAVq1aVUoeA0VDR+vVqwczMzPY29ujb9++Qv3QNARr5cqVqFmzJmQyGVq3bo0///xTLR0ltaOaaDsXlnYOehPHcEl0Kb+y1qGKnkfXr18PX19fWFpaomnTpmp18H8KvQVmzJhBpqamWpe/fPmSPvroI/Lz86O0tDTKycmhvn37UufOnYUwgYGB5OzsTEePHqXr169Tjx49yMfHh/z9/YmIKDIykgBQZGSkKG5vb2/6z3/+Q0REcXFxBICaNGlC69atoxs3bhAR0WeffUZmZma0ceNGio+Pp+XLl5OJiQmtWbNGiKdz587k5uZGJ06coJiYGBo3bhw5OjoK29dk06ZNJJFI6LvvvqPY2Fg6deoU+fn5UdOmTamwsJCIiIKCgigoKEi03ubNmwkAZWVl0cuXL6lp06Y0aNAgSktLI7lcrnFbLi4u5OvrS+PHj6crV67Q7t27ydramsaMGUNERHl5eeTn50cNGzak06dPU1xcHM2ePZsA0P79+4mIyM3Njb7//nshzjFjxpCbmxsNHjxYmLdy5UqytbUlhUKhloakpCQCQL/88gs9f/5c5zxQtWDBAjI3NxfNe/ToEQGggwcPEhHR3LlzycHBgY4cOUIJCQkUFhZGzs7O9OWXXxIR0cOHD8nKyoq6d+9ON27coMjISGrXrh35+PjQ69evNW5XU/qDg4PJ09OTunbtShERERQREUENGjSgOnXqCOvpUn9UTZo0iQwMDCgvL09rGGWllS8RkbOzM9WpU4emTJlC58+fp4KCAp3yPzg4mBwdHWnmzJmUn59PN2/eJCMjI/Lx8aEVK1aQXC6nY8eOEQA6dOhQufOXiMja2pomTpyocVlycjIBoCVLlhAR0b59+wgATZs2jeLj4yk8PJxcXV0pJCSEiIhu3LhBACg8PFwUT/PmzalPnz5q8X/00Ufk7u4umqdL/ugSxs7OjubOnUtEpddNVZqO8djYWJJKpTRo0CC6fv06Xb9+nXr16kWWlpb06NEjjfEoFApq2rQp+fj4CO3U+PHjSSqV0s2bN4mIKCMjg1xdXWnatGlEVFSO5ubmtHTpUp3jKCgooEaNGlHz5s3pxIkTdObMGWrWrBnVr1+fFApFqW1xfn4+bd++nQDQtWvXKDMzk4jKdxyp+uWXXwgAvXjxgoiK2hITExPatm0bxcXF0dGjR8nFxUWog7rUodLiICKKiYkhQ0NDatiwIR04cIBycnI0pq+0vNN2jlI+H968eZMAUO3atenSpUukUCjowIEDZGRkRKtXr9aav5ryytDQUJh2cXEhFxcXWrduHRUUFNCjR4/IycmJxo4dS0Sa66ku7cCQIUPIz8+PevToQadPn6Znz57R5cuXSSKR0IwZM+j27dt0+fJl6tixIzVs2FBIz/3798nS0pKGDx9OFy5coD179pC9vT2NGzdO6z4WH4dyuZwcHBxoypQpon3+4osvyMHBQee0K+fRhg0byMDAgB4/fizEl52dTTKZjFasWFEpeXzmzBmSSCS0atUqunv3Ll26dInatWtHrVq1EpV9RESEEB4ATZo0iWJjYyk8PJyaNm1KAGjnzp1EVHo7qommc6Eu56DyHMM//fQTAaCUlBTKzc1V+1O+5lFuZ3Upv/LUoYqcR52cnOjjjz+m7OxsysnJoa5du4quFf7X/CM6IERE48aNE13MKze4KSkpZGBgIJwkiYgyMzPJxsamTB2Q+Ph4AiBMExWdkE1MTGj27Nmi9UJDQ8nHx4eI/j4YlbdfWFhItWvXLrED0qhRI3r//fdF84ov5M6ePUtEpXdAiIhatmxJw4YN07odoqLGoUWLFqJ5ISEh1LhxYyL6uxGKiooShWndujV16dKFiIiGDx8uSoufnx/NnTuXXF1dhXnBwcHUr18/jWnIzc0lALR+/foy5YEqXTogAwYMEHVQiYhu375NsbGxREQ0bdo0sra2Fi5EiIoaLAMDA9qyZYvO6Q8ODiaZTEbPnj0T5q1Zs4YAUEZGhk71R5OBAweSm5ub1uWqSivf4jBNmzYVhdEl/4ODg8nOzo7y8/OFMI0bN1ar29WrVxc6qOXJX6KSOyBERMbGxjRz5kwiIgoICKD27duLlm/ZsoUkEolwEV6nTh0aNWqUsPzBgwcEgHbt2qUWt6YOiC75o0sY5RNjaXVTE9Vj/LPPPiN7e3tRmWRlZZFUKqV58+ZpjOPw4cMEgE6ePCnMUygU5OvrS6GhocK8sLAwMjExoTt37lC/fv2offv2wklUlziOHj1KAIQOCRFRVFQU9TwG3PgAACAASURBVOvXjx49eqRTW3zo0CECQPfv3yci3dphXah2QJ48eSJcxBebNGmS6KKgtDqkSxxERL///ju5u7sTADIxMaHWrVvT3LlzKSkpSQhTWt5pOkcRae6AFNe3Yu+++y61bduWiNTzV1teqV4cF58Lio0cOZKaN28uTKvWU13ageDgYDI2NhYuZImKyvvKlStUUFAgzDtw4AABoKdPnxIR0fTp04XOQrFNmzYJ9VDTPiofh2PHjqVatWqJ9sfLy4vGjx+vc9qV8ygnJ4esra1pwYIFQvht27aRVCqlly9fquWv6vpEpefxsmXLSCaTiY77lJQUunTpEhGpd0BGjRpFjo6Oojz69ddfRR0QXdpRVZrOhaWdg8p7DBd3QLT9Kee3cvnqUn7lqUMVOY9aWVmJfnzYtGkTAaBXr15p3f9/s3/EEKzSxMfHo7CwEK1btxbmWVpalnsst/Lt0ujoaOTn56vdWu3QoQPu3r2L7Oxs3L59GwCE2+FA0S1K5WlVBQUFuHHjBgICAkTzmzVrJmy3sr3zzjuiaQcHB2RlZQEoGs8pk8nQsGFDtfQUp6Vz5844f/48iAipqam4e/cuxowZg2fPniExMREAEBERofN45DeZBz179sSJEycwaNAg7Nq1Cy9evICfnx9q164NoOi2a4sWLUS3j93c3ODl5VXm7fr6+sLOzk6YdnBwAABkZWXpVH80kUgkMDY2LlM6SirfYsp1uyz57+npKUqPlZUV/Pz8ROtZWVkJt6MrM3+LEREUCgWMjIxQWFiIK1euaMxXIsL169cBFN323r9/PwoLCwEAu3fvhpWVlU5jl3XJn/LU4dLqpi6uXr2Kpk2bisrEwsICvr6+WvP30qVLMDU1Rfv27YV5BgYGaNu2rWidwMBADBgwAL169UJ4eDjWrl0LiUSicxxXrlyBVCoVvQGwUaNG2LlzJ1xdXXXeR2XlPY5KY29vj0OHDiEgIABubm5wdHTEypUrkZ6eLoQprQ7pEgcABAUF4d69e4iIiMDUqVMBALNnz4a3tzd27twJQPe80zakR1mTJk1E0/7+/rh7925ZskdNgwYNRNO2trZ48eKF1vC6tgO+vr6iZ2OsrKxw//59BAYGwsvLC46OjsLzG8X5euXKFTRp0gSGhobCeh9++CFWr16t074MHDgQ8fHxwpCkqKgo3Lt3D0OGDClT2ovJZDIMHjwYmzdvFubt2rULH3zwAaytrXVKE1ByHnfq1AkSiQTt2rXD6tWrkZiYiBo1ami91oiJiUHTpk1FedSyZUvh/7q2o7oq6RxU0WP42LFjuHDhgtpfcHCwxvC6lF9561B5z6PFwzSLFQ+vLukY+jf7V3RAnj9/DqCo06FM+aKwLJQbi+Jx4h07doRUKhX+RowYAQBISUkRDjDligVA7TkFZa9evUJhYSGsrKxE84v3QfXCsTKovkFCIpEIY/YzMzNhYWEhXGgop6c4LV26dMGLFy8QExOD06dPo2HDhrC3t0fz5s0RERGBxMREPHz4UOcOyJvMg5CQEOzfvx8vXrzAhx9+CAcHB/Tr108Yj5qZmYkTJ06IylQqlSIhIQFPnjwp07Y05StQdMGsS/3RxM3NDY8ePcLr168rlA5SeiYDENftsuS/qamp2vY0vTpbuT5VVv4Wu3v3LgoLC1GzZk3k5ORALpdj9uzZovi9vb0BQNjGwIEDkZqainPnzgEouiDo06dPqa/9BnTLn/LU4dLqpi4yMzPVtlm8XW3HTWZmJvLy8iCTyUR5tn79erUy+fjjjxEXF4cOHToIeaprHC9evND4tpqKKO9xVJoJEyZg7ty5GD9+PM6cOYPo6GiMGjVKFKa0OqRLHMUMDAzQpk0bzJkzB2fPnkVCQgLq1q2L0aNHIz8/X+e80+WCVvX8Y25uXuHXD6ue4wCotTHKdG0HVPdn+/bt6N+/P1q2bIlDhw4hOjoaK1euFIWpaD1r27YtnJycsGfPHgBF5erh4SFcXJanDQsNDcWNGzdw/fp15Obm4tChQ0Id1VVJeezr64sLFy7A29sb06ZNg6enJwICAnD58mWNcWVlZZV4XaJrO6qr0q4xgPIfw82aNUNAQIDan5OTk8bwupRfeetQec+jmsoWKPkY+jf7x7wFqyTFJwLV7wQo/wKlemFdrKQHrYC/K9qWLVs0vr7Pzc0N9+7dAwDh199iJTX25ubmMDQ0VHsQtni6eLuaLiJLS3N5WFtbIysrC0QkyqvMzEwhLY6Ojqhbty7OnTuH69evo23btgCKXhJw9uxZEBG8vb3h6emp0zZ1zQNVmspSU5706tULvXr1wqtXrxAWFobPPvsMoaGhOHDgAKytrdGmTRu1k9r/s3fmcVFV//9/zQDDDNuo7ILIpmwBsogLKipqqRUmJh9Ty3KJcsElzVzC0rSyzLSPS5q5UKTinlqiKaIhioKoKIKgYrmLssPM8P794W/ud+4wAxdEUD/n+XjMA+45557zvue87znnfe857wvUNGSfBCH6o4sePXpg8eLFWL9+vU6vJhUVFfjiiy8QExPD84NeHxpa/0J4GvW7efNmiMVihIeHw8TEBEZGRoiJicHo0aNrpFW76vX09ISfnx927NgBNzc3pKSkIDY2VlB5QuqnoXVYm24KQS6X69xEX1RUxPPspX2OVCpFenp6jTjNJ4DV1dWYPn06+vbti8TERPz55594+eWXBedhbW2tsy9R05C+uCH30cOHD3HmzBn06tWLK7OqqgoikQhSqRQqlQrr1q3DnDlzMGLECO487X68Nh0SmkdxcTHKyspquJB2dnbG1KlTMXLkSFy9erXOuqsP2oZoUVGRTocWT5OG9gNr1qxB7969MX/+fC5MWz+sra0FO5LQhVgsxptvvokdO3Zg7ty52LZtG4YNG/ZEsgcFBSEgIABbtmxBYGAgWrVqhfDw8AbLqAs/Pz/ExcVBpVLh2LFjmD17NgYOHMhtRNfE1NS01nmJ0H60MWjoWPgk5dXVfk+qQ8DTHUdfdF6INyDt2rUDAN5TgOLiYhw8eJA7VlunmjffnTt36rTw/f39YWxsjDt37sDT05P7WVpawtraGsbGxvDw8ADAf9WmUChqeIbRxMjICP7+/txTNTUpKSkAgI4dO3Jyaxsyul6LPqkFHRwcjIqKCpw5c6aGPGpZgMdvQY4fP46kpCTOJXK3bt1w9OhRwcuv1LIKrQNtLCwsUFZWBoVCwYVp18muXbu4ZWGmpqYYOnQoxo4di3PnzgF4vFwuJycHbm5uvHYVi8V6n6hoyy8EIfqji/79+8PDwwOfffYZCgoKasTHxMTgm2++eaInmg2tfyE8Sf3qIiMjA19++SWioqLg5OQEsViMoKAgXL16lZe/q6srJBIJb6IVFRWFvXv3Yvfu3bCxsRE8IRBSPw2pw7p0Ux+aehccHIy0tDSeV6WHDx/i0qVLetstJCQEFRUVUKlUvDpTe25S8/333yMnJwfx8fGYOnUqxo0bx01mheQREBCAqqoqnneXrKwsBAcH48KFC/Xqi9XX3JD76K+//kJ4eDhPjvPnz8PR0ZEzQJRKJe9NeXFxMXbv3l3jHtenQ0Lz6Nq1K/7zn/9wy7g0uXjxIsRiMaytreusu/qQlJTEO05LS6uxbPJpPHnVzLOh/UBFRUWNFQy//PILL/+AgACkpqby3hJv2rQJPXr04NVzbdcYFRWF9PR0HDp0CNnZ2dzyqyeRffTo0diyZQs2b96Mt99+G2Jx402zUlNTub7FwMAAYWFhmD9/Pu7du6fzDYKHhwcyMzN59aH57aP69KO6aIqxsKEIab/G0KGnOY6+8DTFRpO6eNJN6EREgYGB5OrqSn///TddvHiRIiIiyMvLizunoqKCrKysaOTIkaRQKKiwsJCGDh1KlpaWNTahJyYm8sqeOHEiWVpa0m+//UZ5eXl0+PBh8vf3523I7tKlCzk6OtKff/5J6enpNGrUKHJycqp1E/qvv/5KIpGIvv32W7p69Sr99ddf5O7uztsQ9u2335JEIqGzZ89SdXU17d+/n9zc3Hib0F955RXy9fWl9PR03mZoTRwcHGj27Nm8sGnTppGbmxsRPfa+4u3tTQEBAXTy5Em6cuUKffLJJyQSiejQoUPcObt27SJHR0cSi8V0584dIiIqLCwkAwMDcnJyom3btum9XiIimUxG77zzDqWnp1NVVZWgOtDm9OnTBIDzLHLp0iXq2bMnbxN6z549KSQkhJKSkrg28/T05DZIXr16lczNzemtt96i9PR0unz5Ms2fP58MDQ0pJSVFsPzDhw+n0NBQXpo9e/YQAG4DnxD90UVGRgZZWVmRpaUlzZs3j3bs2EFr1qyhHj16kKGhIf3yyy9c2rraV18aIfWv6xrDwsJo+PDhvDA3Nzf6+OOPiajh9SuXyykyMpIOHz5Mhw8fpj179tC0adPI1NSU/Pz8eBtVt23bRmKxmBYtWkTZ2dmUnp5OQ4cOJTs7O55nn9zcXAJA/v7+NHHiRL1l69qELqR+hKTR3BxZl27qQvsez83NJZlMRiNGjKDs7GzKzMyk/v37k5WVFXdfaqNUKikgIIA6dOhAR44cofz8fPr111+pZcuW3EbOvLw8MjExoXXr1hERUWlpKTk7O3OebITkUV1dTb6+vuTt7U1//vknJScnU2hoKHl7e5NCoRDUF584cYLzsnPhwgUiqv99pJa9Xbt2tHnzZvr6669JIpHQF198waUJDAykkJAQunLlCp09e5Z69OhBI0eOJENDQ7p06RK3Cbo2HRKSh9oLVe/evSk+Pp6OHTtG+/bto0mTJpFYLKbx48cLqjt9Y5SuTegeHh4UHx9PeXl5tGTJEgJAmzZt0lu/2ujaIF1XH6Otp0L6AV39y9SpU6lFixZ04sQJunr1KkVHR9OoUaMIAG3cuJHKysro+vXrJJPJaPDgwXT8+HHauXMn2dnZ0bhx4/Reo+Z9qK5vJycn8vf3J19fX54MQmTXriOix+OhTCYjIyMjysnJ0Vm3Da3jefPmkbW1NSUkJNCVK1coPT2dBg0aRM7OzlRdXV1jE/qff/5JACgmJoYyMzNp27ZtFBwczNuELrQf1UZ7LBSiHw0ZC9Wb0BMSEmj//v06f+qN5prtK6T9GqJDjTmOas8V/td4YQyQ7Oxs6tatGxkbG5OLiwutXbuWoqOjed4K9u3bR+3btydTU1Py9PSk7du3U5cuXWjKlClEpN8AUSgUNHfuXHJyciIjIyNq06YNjR8/nh49esSlyc/Pp/DwcDI2NiYbGxv69NNPafbs2XW6WFu7di15enqSkZERWVtb05gxY3heG0pLS2n48OHUokULsrS0pLfeeou2bNnCeVlSX5elpSWZmprSH3/8obMcIZ1DQUEBDRkyhORyOUkkEgoMDKSdO3fyznn06BEZGhrWuC5fX18Si8X04MGDWq/3s88+IxMTE7K0tOSus6460MXChQvJ3t6eLCwsKDQ0lNLT03kug2/fvk1vvfUWWVtbk0QiIScnJ/rwww953kjS0tIoPDycTExMyMLCgrp27VrD3WZd8gvpVITojz7++ecfGj9+PDk7O5NEIqHWrVvToEGD6OTJk7x0DTVAiOqu/4YYIEQNq1+5XM7zcGJsbEw+Pj70+eefU0lJSY30v/76K/n5+ZFEIiFra2uKiIigixcv1kindj1Zm/GjywAhEqafdaXRHBiF6KY2uu7xY8eOUWhoKEmlUjIzM6NXXnmFzp8/rzcPddkjR44kS0tLkkql5OXlRUuWLOHiw8PDqXv37jwX2L///juJRCL666+/BOVB9NhTVEREBJmbm1PLli1p0KBBdPXqVd711NYXK5VK6t+/P0kkEurVqxcRNew+unDhAvXr14/Mzc2pbdu2NHfuXJ7Hm4yMDAoKCiKpVEqenp6UkJBABQUF5OrqSubm5jzvN/p0SGgeycnJNHjwYGrTpg0ZGRmRmZkZhYSE0IoVK3huy2uru/oYIFu2bKGBAwdy/ZWmdzRd9atNQwwQXXpaVz+gq3+5f/8+RUREkJmZGdnb29O8efNIpVJR3759ydjYmH799VciIkpKSqKQkBCSSqWc62O1RyFd16htgKivAQDPxbyaumTXZYAQPf4sgNrjWG3Ut44VCgXNmjWLGw/UfV5WVhYR1fSCRfR4At+6dWsyNjamLl26cGPl5s2buTRC+1FNtMdCIfrRkHu4Li9Ymter3b5CxqD66lBjjqP/6waIiOjF2P1SVlaGqqoqnseD8PBwtGrVivMwwmAwGAzGi8z58+fh6+uL5ORkdOvWrbnF+Z/j7t27cHV1xbp16/Dmm282tzgMxjPLC7EJHXj8xfDbt29j9erVsLW1xe+//46//vqL+6oqg8FgMBgMxtPgwYMHyMnJwZQpU+Dt7Y3IyMjmFonBeKZ5ITahA0B8fDz8/f0xePBgdOjQAevXr8f69esF+ftnMBgMBoPBaCg///wzevToAVNTUyQkJDTq5nMG40XkhVmCxWAwGAwGg8FgMJ59mInOYDAYDAaDwWAwmgxmgDAYDAaDwWAwGIwmgxkgDAaDwWAwGAwGo8lgBgiDwWAwGAwGg8FoMpgBwmAwGAwGg8FgMJoMZoAwGAwGg8FgMBiMJuOFNkCGDBmCPn36NLcYzz1z5syBVCp9ojzOnz8PkUiEY8eONZJUTx9N/dGW/4cffoChYeN+xzM3NxcikQgHDx5s1Hy1eRqyNyYtWrSASCTi/UxNTeHv748VK1agurqaS7t06dIaaTV/VlZWXNpBgwbViLe2tkZ4eDiOHj3KpcvIyIBIJMLOnTsFy6xSqTB06FCYmZlh8ODBjVMRTUxj9ZdWVlZYsGBBI0gkjKioKIhEIvz444814tRtqfmTSCTw9PTEzJkzUVJSwqU9ePAgRCIRTpw40WSyPwn37t2DSCRCQkKC4HNGjBhR59fRm7r9nnWUSiVEIhG+/PLL5hal2XjWxgxHR0fMmTOn0fOtz3jC7pMn59nRqKfA+++/j8rKyuYWg/EC4ODggJUrV8Ld3b25RXlievXqhRUrVjS3GLUSGRmJCRMmcMdFRUX4888/MX78eDx48KDG4LNz506YmprWyEcikfCO3dzcsHbtWu745s2bWLVqFXr16oUTJ06gY8eODZL36NGj2Lp1K1atWoV+/fo1KI8XhW+//Ra+vr5NUtbDhw+xe/du+Pn5YcOGDRg3bpzOdPPnz+cm3uXl5Th16hS+/vprZGVlYffu3U0ia3Pw5ptvYuDAgRg1apTgc5qy/RgMIdjY2ODkyZNwdnZukvKEjieNTVNfZ3PzQhsgffv2bW4RGC8ILVu2RHR0dHOL0Sj4+PjAx8enucWoFUdHR/Ts2ZMX9vrrr6O4uBiLFi3Cxx9/DCMjIy4uLCwMLVq0qDNfMzOzGvm+8cYbcHd3x/fff4+4uLgGyfvgwQMAjw0nzadk/4u88847TVZWfHw8TExMsGTJEvTp0we5ubk6HxK89NJLvHbv378/WrVqhYkTJ+o950Xg9OnTGDhwYL3Oacr2YzDq4vr167h7926Tlil0PGlMmuM6m5tnYgmWra0tli5dinHjxsHKygotW7bERx99hDt37iAiIgKtWrWCk5MT1q9fz52jUqnw6aefwt3dHTKZDI6Ojhg/fjxKS0u5NJpLCi5evAiRSITDhw9j0KBBsLKygq2tLSZOnAiVSqVXtoiICERGRuKbb76Bk5MTZDIZgoODkZaWxqWxtrbG0qVLMWDAAEilUjx69AgA8NNPP8Hb2xvGxsawtLTE8OHDcfv2bV7+GzZsgI+PD2QyGby9vfHzzz/z4n/77Td07NgRZmZmsLOzw5QpU1BeXs7FFxQUYOjQobC1teXy0FyKUFd8Y3Hnzh28/fbbcHBwgEwmQ/v27bFs2TKdaVevXg2ZTIaqqiouLDo6GiKRCBcvXuTCVq1aBblcDqVSWWv+xcXFMDMzw8KFC3nlqFQq2NjY4JNPPgEArF27Fi+99BJMTExgZWWFyMhI3LhxQ9D11bWETKVSYeDAgfDx8cHDhw8BAGfOnMHLL78MKysrWFhYYPDgwbh27VqdZZWWlmL48OEwNzeHXC7HlClTeDqalpaGvn37wsrKCmZmZggJCeGWbSUmJupcRnLy5EmIRCIcOHCgxut0W1tbLFu2DB999BEcHR0hl8vx2muv4datW1yaf//9F6+++ipMTEzQunVrLF68GHPmzIG3t7fe6xByj9aXzp07o6ysDPfv329wHtpIpVL4+fkhNze3QefPmTMHQ4YMAfC4L3jllVcAADdu3EBUVBRatWoFY2Nj+Pr68gycCxcuQCQSYc+ePfDx8UFISIjeMmrTpStXrsDU1BQ//PADl/7Ro0dc/wYI68e0aaj8mksTVq5cCRsbG6SmpqJTp06Qy+VwdXXFunXreGX9+OOPaNu2LWQyGXr16oVLly5BJBJhy5Yttdb9+vXrMXToUPTu3Rtt27bFpk2bak2viVre2tr9SfoMNfHx8QgMDIS5uTmsrKzw+uuv48qVK1y80DpavXo113ahoaG4cOFCreWKRCLk5+fj3Xff5U2mDA0NsWPHDnh4eHDtqqkH2ktL6lsHDRnPgbr7SyH9SVRUFIYOHYqff/4ZHh4eMDc3R1BQEK8/TE5ORo8ePdCiRQuYm5ujW7duvCWYDSU1NRU9evSAiYkJ2rRpgxkzZvBWYNSlB0Jk18Xdu3fx9ttvw8nJCSYmJujcuTOOHDkCAFAoFPDz8+P6JzWvvPIKAgMDoVQq8d1338HS0hIHDhyAj48PzMzM4OLigo0bN+ots7KyEtOnT0ebNm0gkUjQtm1bzJ49G0qlkkujb15U15xGkyNHjqBt27YAABcXFwwaNIiLMzAwwOeffw47OztIpVIMGDAAd+7c4eKVSiXmzZsHT09Pbs6wcuXKWuvySRAy3uvTEX3X2dC5pZAx/ZmAngEcHBzI0dGR9uzZQ9XV1bRq1SoCQIGBgfT3339TdXU1zZkzh2QyGT148ICIiBYvXkwSiYR+++03unz5Mh04cIAcHBwoJiaGyzcyMpLCw8OJiCgnJ4cAkL+/P/39999ERHTw4EECQJs3b9YrW2RkJLVo0YKio6OpvLycCgsL6eWXXyYnJydSqVRERNS6dWvy8vKiGTNm0N9//00KhYI2btxIIpGIFi5cSNnZ2XTkyBHy9PSkoKAgqq6uJiKihIQEMjAwoK+//prS0tJoyZIlJBKJaOvWrUREtHPnTgJAM2fOpJycHNq3bx85OjrSiBEjOPnCw8MpNDSUTp48Sbm5ubRixQoyMDCgP//8U1C8EGbPnk3Gxsa1phk4cCC5ublRUlISZWdn008//UQGBga0Y8cOIiI6d+4cAaDk5GTKzc0lAJSSksKd7+npSW3atKHVq1dzYcOGDaOIiAhB+Y8aNYo8PT15Mqnb99KlS3T06FESiUT0448/Um5uLqWmplKPHj2oS5cueq9JU3805SciWr58ORkYGHBpJ0yYQPb29nTt2jUiIrp+/TpZWFhQ//79KTMzk06dOkU9evQgd3d3qqio0FmeWkc7dOhAy5cvp4yMDPr6668JAP32229ERFReXk6Wlpb06quvUnp6Ol24cIEmTZpEpqamdOPGDVIqlWRjY0MzZszg5T19+nSysbEhpVJZQ3YHBwdycHCgdevWkUKhoIKCArK3t6cPPviASzNgwABq3bo1HThwgM6ePUuvvvoqubu7k4+Pj976E3KP6kIul+tNExMTQzKZjJRKJRERfffddwSAbt26ReXl5TV+6nRERBEREeTv768zX09PT4qMjCQiovT0dALA6VZdlJaW0rp16wgAZWdn06NHj6iyspI8PT3J39+fkpKS6PLlyxQbG0sAaNeuXUREdPnyZa6fW7duHWVmZurMX4guLVmyhORyOd2+fZuIiCZOnEguLi5UUlJCRML6MU19fxL5LS0taf78+UREtGbNGpJIJDRw4EAqKCig6upqio2NJSMjI7px4wYREZ08eZIA0MSJE+nixYu0ceNG6tChAwHg+kJdXLx4kdePzJkzh1xcXLj+ta62jI+PJwB07tw5IiJKTEzk5deQPkObkydPkkgkotmzZ9PFixfp5MmT1KtXL54eCqmjo0ePEgCaOnUqZWdn0759+ygoKKjWOrpx4wYBoOXLl9P9+/eJiGj48OHk4uJC/fr1o+TkZEpOTiY/Pz/y8vLiztNsv4bUQUPGcyE6LqQ/GT58ONnb29P7779PJSUlVFZWRv369eOur6SkhCwsLOj999+nrKwsunDhAn3wwQdkYmLCyaKNQqEgALRo0SK915yfn0/m5uY0atQoSklJoe3bt5OVlRWNHz9esB7UJbsuVCoVBQUFkbu7Ox06dIiysrJowoQJJJVKOb0+deoUGRgY0B9//EFERNu2bSMjIyPKyMggov8by/r160f//vsvVVRU0Ny5c0ksFtOlS5d4adS899571KpVK/rtt98oNzeX4uLiyNzcnKZMmcKl0TUvEjKn0aSqqoo2b95MAOjMmTNUVFRERI91zMPDgyZMmEBpaWm0bds2ksvlFB0dzZ07efJkMjExoQ0bNlBOTg6tXLmSJBIJrV27Vm991mc80bxPhOhvbTqi7zobOrcUMqY/CzwzBshrr73GHT969IgAcDcvEdGFCxd4g8PNmzdrDNhTp07l3ay6DJAFCxbwznF1daXp06frlS0yMpLMzMyovLycCzt+/DgBoEOHDnHyBwUF8c7r0KEDN3lWox7gjh07RkREXbt25SY9ambMmEFLly4lIqLOnTtTWFgYLz4uLo5EIhEVFBQQEZGNjQ13E6g5ceIE3bp1S1C8EIQYIDk5OZSXl8cLCwwM5BReewLv7OxMixcvJiKiW7dukaGhIX366ae8jsjR0ZF++OEHQfkfO3aMANCpU6e4+OjoaG6gXLFiBclkMqqqquLib9260vw6mAAAIABJREFURampqXqvSagB8v3335O5uTmlp6dz586cOZPkcjkVFhZyYdevXyexWExxcXF66xBADePB0dGR69irqqooMzOT7t27x8UXFRXxDOkPPviA2rVrx8vD1dWVJkyYUEN2osf626dPH1769957jzp27MjVk1gspv/+97+8Mlu0aFGrASLkHtWFXC6nSZMmkUKh4H4PHjygTZs2kVQqpQ8//JBLqx4w9P3UOkb0fwaIZr43btygjz/+mABwRnl9DRAioq1btxIAunv3LhH938MDTZ0gIgoNDeXqWt3e06ZNqzVvIbqkUqmoc+fO9Pbbb9PZs2fJ0NCQ65+IhPVjmvr+JPJrGyCafZ5adgC0d+9eIiIaP3482dra8gb3+fPn12mAzJgxgzw8PLhj9YONpKQkLkzdltu2bePavKSkhJKSksjNzY1CQ0O5QVvbAGlIn6HNo0ePKC0tjRQKBRe2e/duAsAZi0LqaOzYsWRnZ8ero19++aXWOiovLycA9PPPP3Nhw4cPJ5lMxus/1q5dSwDo0aNHRMRvv4bUQUPGcyE6LqQ/GT58OFlYWFBZWRkXtnHjRgJApaWllJWVxevHiR4bGEeOHKHS0lKd1yPEAJk1axb3gEez3DFjxnB1UJce1CW7Lv744w8CQIcPH+bCVCoVeXh4cGUTPX4A1a5dOyosLKS2bdvSp59+ysUtX768Rp1UVlaSmZkZzZ07l0ujHjPu3btHhoaG9N133/FkmT17NpmamlJlZSUR6Z4XCZnTaLN//34CQPn5+VyYg4MDhYSE8NKNGDGCAgICiOhxfUskEoqNjeWlGTNmDLm7u+ssh6h+44nmfSJEf+vSEX3X2ZC5ZV1j+rPCM7EECwA8PDy4/y0sLAAAnp6eNcLUr6CsrKywf/9+dO7cGW3atIGdnR1Wr17NrcXWh5+fH++4ZcuWKCwsrPUcLy8vnhco9fp5zVf3Xbp04f5XKBTIzMxE586defkEBwcDeOyZBXi8Pld70+tXX32FmJgYVFdXIy0trcaG1p49e4KIcPbsWQDAa6+9hkWLFmHatGk4dOgQqqqq0KlTJ9ja2gqKbyzMzMzw/fffw9/fH61bt4adnR3OnTuntz3Cw8Nx/PhxAEBSUhICAgLQp08fJCcnAwDy8vJw48YNbh9PXfmHhobCy8uLW4JRXV2NHTt2cJsve/fuDZFIhB49emDNmjW4evUqbG1ta132IoS9e/fio48+wrZt29ChQwcuPDU1FSEhIbylD23atIGrqyvX/vro2rUr79jGxgbFxcUAACMjI1RVVWHChAnw8vKCvb092rVrB+D/9iFERUUhJyeHW6KRnp6OvLw8vPXWW3rLrO2+yMnJQXV1NUJDQ7l4c3PzOj0mNfQeBYBly5bByMiI+7Vq1QrR0dEYM2YMvvvuuxrpExMTkZKSUuM3fPhwXrqzZ8/y8nV0dMSPP/6IdevWNerm8dOnT0Mmk8Hf358XHhwcXKP9NfsOXQjRJbFYjJ9++glbtmzBkCFDMHr0aPTu3ZuXj5B+7GnID/D1q2XLlgDA6delS5fQpUsXGBgYcGneeOONWvNTqVSIi4vDiBEjoFQqoVQq0bZtW4SGhupcOhIZGcm1uZmZGcLCwtC+fXts3rwZIpFIZxmN0WdYWFggPz8fAwYMgKurK+zs7Lg9Ftr3QW11lJWVhaCgIF4dderUSbAcmnh4eMDS0pI7trGxAQCuj9GkoXVQ3/FciI4L7U/US7TUaNZl+/bt4eHhgeHDh+PLL7/EmTNnYGBggLCwMJiYmNR6TbWRlpaGwMBAXvuMHDkSa9as4a5XiB7UJrsuUlNTYWxsjLCwMC5MLBaje/fuvPv0888/h0gkQqdOnWBhYYHZs2fXyCswMJD7XyKRwN3dXWffcPbsWSiVSp3zm9LSUuTk5HBhmn2D0DmNUGobJzMyMlBVVaWzrNzcXJ73O10IHU/UCNHfunREHw2ZWwINm+s2Nc+MAWJsbFwjTJfrVyICAEycOBHz58/HhAkTcPToUWRkZGDs2LF1lqN5c2vnqQ8zMzPesdo7gnqtPwDI5XLu/9LSUlRXV3OdrBpzc3MAjzv6srIyVFZW6vS0AABlZWVQKpWIjY2FVCrlfm5ubgAee+8BHq8fXrhwIY4ePYq+ffvC2toaM2fO5NZi1hXfGCgUCrz88stITEzEt99+i5MnTyIjIwMBAQF6z+nTpw/PAOnRowc6duyImzdvoqCgAEePHoWTkxPat28vOP/Ro0cjPj4eSqUSycnJKCoqQlRUFIDHA2JKSgrc3Nwwc+ZMuLi4oHPnzjh58mSDr7u6uhpvvfUWlEpljb09RUVFOHToEK/tpFIprly5wrWdPrR1QiQScTqak5OD3r17o6KiAnFxcThz5gxOnz7NS9+9e3fY29tj+/btAICEhAQ4OzvXOlGs7b5Q77dQ668azUmMLhp6jwLAsGHDcOrUKe7n6+uLLl26YPny5To9kQQHB6Nz5841fvb29rx07du35+V74cIF3L59G++++64guYRSVFQEMzOzGpNbc3PzGhM9zb5DX15CdMnb2xuhoaHIycnB6NGja+QjpB97GvIDdetXfXXrwIED+PfffzF37lyeQXn8+HFs3bq1xpryb775hmvzM2fO4ObNm9i3bx8cHBz0ltEYfcbmzZvx5ptvolOnTti/fz8yMjKwevVqnWlrq6Pi4uIa8drtKRRd/YtmWZo0tA7qO54L0XGh/YmuelSXZWBggOTkZAwdOhRr1qxBUFAQnJ2d67V3SBeFhYV6x3JAuB7UJrsuioqKUFlZCZlMxqu3n3/+mdc3SKVSjBw5EpcvX8bIkSNr9KEikaiGAWZqaqq3bwBQ6/xGjWbfIHROI5Taxkm1jL169eKVpe7n69oLIXQ8USNEf+vSEX3Ud26ppiFz3abmufSCpVKpsG7dOsyZMwcjRozgwtVPUxob7QFXrdzqpxPamJqawsDAgEunfZ5cLoeJiQlMTExqpFFjYmICIyMjxMTE6JxMqN9gqNPExMTg9u3b2LhxI2bPng0bGxtMnTq1zvjGIDU1FZmZmTh69Ci6d+/Ohd+9excuLi46z+nduzfu3buHy5cv48iRI1i4cCGkUimCgoJw7NgxzmCqT/7vvPMOZs2ahcOHD2P37t144403eDevn58f4uLioFKpcOzYMcyePRsDBw7EjRs3dA6YdUFEWLVqFVJTUzFhwgR0796d20gml8vRrVs3nYOM9mSrPmzevBlKpRLx8fHcgH79+nVeGrFYjDfffBM7duzA3LlzsW3bNgwbNqzBZarLKSsr44XX9ibjSe9RGxsb7qkOACxfvhw9e/bEL7/8ovcplBDUm6+fNnK5HMXFxSAi3iS+qKhI0IRdOy8hurRv3z4cO3YM4eHhmDx5MpKTkyEW/98zpvr0Y40pf11IpdJ66RbwePN5aGgoli5dyguvrKxEr169sHPnTp7Ou7m5Najdn7TPWLNmDXr37o358+dzYfo23NaGqalpjXtH1+TwadDY/aYu6tLxxhzzra2tsXjxYixevBhZWVn49ttv8fbbb8Pb2xtBQUENkt/a2lrvWA40nh5oI5fLIZVKkZ6eXiNO80n7v//+i2+++QYDBgzAokWLMHLkSNjZ2XHxRITS0lLeBLmoqIgbz7TLVMdrojm/0YXQOU1joJYhLi5Op0vpNm3aNFpZ6vLq6qPr0hEhCJlbPk88M29A6oNKpYJSqeQ9JSsuLsbu3bufioV3/vx53oCo9hii+UpZEyMjI/j7+3NP+NWkpKQAALfsKiAgAElJSbw0kydPRkxMDMRiMYKCgnD16lV4enpyP1dXV0gkErRs2RKPHj3CL7/8AoVCAeDxDTx9+nR06dIF586dqzO+saioqADAf2qZkpKC/Px8ve1hY2MDX19f7Ny5E5cuXeJ89Ks9kiQnJ3MGiND81Z5F4uPjkZCQwHuqnZqaytW/+pX7/Pnzce/evQZ7hjAwMMCwYcPw5ZdfwsHBASNHjuQ+khcSEoKcnBy4ubnx2k8sFut9iiKEiooKmJqa8p4mqj0TadZFVFQU0tPTcejQIWRnZ9e6/Kou1Eu8NJ96FhcX1/rBxMa+R8PCwjBs2DBMmTJF0BKu5iY4OBgVFRU4c+YMLzwlJaXe3xoRokvFxcWIjo7GJ598gri4OFy4cAHLly/n5VOffqwx5a+Ldu3a4dSpUzy92LFjh9706m9/jBgxAsHBwbxfaGgo+vTpU6sHH6E0Rp9RUVFR423OL7/8AqB+TyM9PDyQmZnJ+whnYmKioHOfZEx8Gv2mLurS8cbqT/Lz87Fr1y7u2NvbG6tWrYKBgQHOnz/fYPkDAgKQmprKjVUAsGnTJvTo0QPV1dWNpgfahISEoKKiAiqVildvai9haj788EMEBARgz5498PT0xAcffFAjL825SElJCbKzs3X2Df7+/jA0NNQ5v5HL5dx4oY2QOU1t1Kee/P39YWxsjDt37vDKsrS0hLW1daMZzmqE9NF16Yia2q5T6NzyeeG5NEAkEgk6dOiADRs2IC8vD5mZmXj11VcxYMAAPHjwANnZ2Y26xKhly5YYPXo0srKycPr0acyYMQPt2rWr9YuyH330Efbu3YslS5bg2rVrOHz4MGJiYhAWFsY9iZsyZQoOHDiA2NhYpKWlYfny5fjhhx+49X3Tp0/H9u3b8eWXX+Ly5cvIyMjAyJEjERoaiuLiYojFYowfPx7jxo1DRkYG8vPzER8fj9OnTyMsLKzOeAA4ceIEOnfujMzMzAbXj7+/P6RSKZYtW4abN2/iwIEDmDBhAvr164fs7GyeazxNwsPD8cMPP8DLy4vrnLt164Z9+/YhLy8P4eHh9c5/zJgx2LRpE4yMjHhr4P/44w9ERERg27ZtyMvLQ0ZGBpYtWwZnZ2c4OTk1+NqBx09w4+LicOLECXz11VcAHrsVLikpwahRo5CRkYGcnBwsWLAAPj4+T7Tsq1OnTrh79y73in3FihU4efIkbGxscPbsWe5JSJcuXeDk5IRp06bB19cXL730UoPLdHV1RWBgIL744gukpKTg0qVLNZ6gafM07tFvvvkGFRUVmD59eo24Q4cO4Y8//tD5a+iT4vT09Bp5aT8w0Ef//v3h7e2NsWPH4tSpU8jLy8OsWbOQlpZW7zePQnRpxowZkMlkmDlzJuzs7LBw4ULMmjULeXl5XD716ccaU/66ePPNN3H9+nV8+umnXB9V28cB4+PjoVAo9H5xfujQoUhMTKz3kg5thPQZ77//Pt5//329eXTq1AmJiYlITU3FtWvX8MEHH6B169YAHhuAQp+CDxs2DLdv38bUqVNx7tw5bN++HRs2bKj1HKlUCplMhqSkJGRkZHAPourD0+w3NalLxxurP7l+/ToiIyPx7bffIjs7G5cvX8aCBQsgFosF7WXSx/vvvw+FQoHhw4fj77//xq5duzBjxgx4eXlBLBY3mh5o06dPHwQEBGDEiBFISkrC1atXER8fj4CAAPz3v/8F8Pit+f79+7Fy5UqIxWKsWrUKv//+OzZv3szlY2hoiC+//BLHjh3D5cuX8eGHHwKAzrfNrVq1wnvvvYdFixZh165duH79OjZu3Ij//ve/mDx5cq1fTK9rTqMLtWGyd+9eZGVlCaoXCwsLjBs3DrGxsdi8eTPy8/Nx5MgR9O3bV9B3buo7ngjpo+vSEaHXKWRu+dzQFDvd68LBwYFmz57NCwNAa9as4Y4LCgoIAO3fv5+IiDIyMigoKIikUil5enpSQkICFRQUkKurK5mbm1N+fr5OL1iJiYm8coKCgmj06NF6ZYuMjKQ+ffrQjz/+SM7OziSRSCgkJISuXLlSq/xEj72LeHp6kpGREVlbW9OYMWN4XhKIiFauXEnu7u5kbGxM7du3pxUrVvDif/31V/Lz8yOJRELW1tYUERFBFy9e5OJTU1Opd+/eJJfLSSqVkpeXF33zzTeC49WeFzQ9YGgjxAtWfHw8OTs7k0wmo+7du1NmZibt37+fLCwsyMfHp4YXKSKivXv3EgCea7h79+6RSCTivFkIzV+NSqUic3NzznuHGoVCQbNmzeLaUF2XWVlZeq+pPm54iYgWLlxIRkZGlJaWRkREaWlpFB4eTiYmJmRhYUFdu3alffv26S1PqI5Onz6drKysSC6X07Bhw+jhw4cUGxtbw0PUtGnTdHpv0eUFS1t/p02bRm5ubtxxdnY2devWjYyNjcnFxYXWrl1L0dHRNTx0aCLkHtVFbW54Fy9ezPP6UpfXEs02q80NryZqz0m6fm3bttV5jrYXLKLHfdaQIUNILpeTRCKhwMBA2rlzJxevr711UZsuJSUlkUgkooMHD3LpVSoVhYSEUK9evai6ulpQP6ap708ivy4vWJref4qLiwkAbdq0iQtbsGAB2djYkJmZGediGgDt2bOnRl106tSJevXqpbeuCgsLycjIiBYvXlwvj2baXrCE9BmhoaHUvXt3vXnev3+fIiIiyMzMjOzt7WnevHmkUqmob9++ZGxsTL/++qvgOvruu++odevWZGxsTF26dOGurTY38p999hmZmJiQpaUlFRYW0vDhwyk0NJSXZs+ePQSA80Kk2X4N6TcbMp4T1d1fCulPhFzfxo0byd/fnyunS5cu9Pvvv+u9HiFesIge34chISEklUo598Bq71VC9ECI7Lq4ffs2jRw5kiwtLbkxfsmSJUT0eDy1sbGhOXPm8M756KOPyNramu7evUvLly8nQ0NDOn78OAUGBpJEIiEXFxdenWiPGZWVlTRt2jRq3bo1GRoakouLCy1cuJDnAlvfvKiuOY02SqWS+vfvTxKJhLvvhYxZCoWC5s6dS05OTmRkZERt2rSh8ePHc97edFGf8UTzPiESNt7XpiNCr5Oo7rmlkPp5FhARPWO7Up4xhgwZgocPH9a63ITx7LB//35ERETg6tWr3BMmxpNTVlaGqqoqnpeP8PBwtGrVClu3bm1GyRhCeJb7MSLC7du3eW/U1B+LO3/+POet61nk/PnziI2NxbZt25pbFAajQfzwww+YPHlyo64aYTCE8FxuQmcwtPnnn39w5swZjBs3DpMmTWLGRyPz6quv4vbt21i9ejVsbW3x+++/46+//sLvv//e3KIxnnOOHj2Knj174vPPP8d//vMf3L17F1OnTkVISAi8vb2bW7xa2bhxI1555ZXmFoPBYDCeO5gBwnghiI6ORnJyMqKiovDFF180tzgvHPHx8ZgyZQoGDx6M0tJSuLu7Y/369Rg4cGBzi8Z4zgkLC8PGjRuxePFiLFq0CC1btkRYWBgWL16s9xsdzwpff/11c4vAYDAYzyVsCRaDwWAwGAwGg8FoMp5LL1gMBoPBYDAYDAbj+YQZIAwGg8FgMBgMBqPJYAYIg8FgMBgMBoPBaDKYAcJgMBgMBoPBYDCaDGaAMBgMBoPBYDAYjCaDGSAMBoPBYDAYDAajyXjhDZCXXnoJEyZM0Bu/dOlSiEQijB8/Xme8p6cn5s2b90Qy3Lt3DyKRCAkJCQ3O4/z58xCJRDh27NgTyQIAUVFREIlE+PHHH3XGt2jRAiKRiPuJxWK0bdsWb731Fq5evcqlO3jwIEQiEU6cONFgWYYMGYI+ffo0+PxnjcZsJzVWVlZYsGBBo+XHYDAYDAaD0Zy88AaIEAwMDLB69WqcO3euuUXRi4ODA1auXAl3d/cnyufhw4fYvXs3/Pz8sGHDBr3pIiMjcfjwYRw+fBgHDhzAJ598ghMnTqBbt24oKip6Ihk0ef/99zF58uR6nfPmm29i/fr1jSbDk3DhwgU4Oztzx43VTgwGg8FgMBgvKuxL6ABcXV1hbW2NmJgY/PXXX80tjk5atmyJ6OjoJ84nPj4eJiYmWLJkCfr06YPc3Fydk2VHR0f07NmTO+7Tpw+6desGX19fbNmyBWPGjHliWQCgb9++9T7n9OnTz8wXuE+fPs07bqx2YjAYDAaDwXhReSbegNy5cwdvv/02HBwcIJPJ0L59eyxbtoyXxtbWFsuWLcNHH30ER0dHyOVyvPbaa7h16xaX5vjx4+jQoQOMjY3h4eGBbdu2CSq/qqoK33//PY4cOYLt27fXmvbGjRuIiopCq1atYGxsDF9fX8TFxfHSrF69Gk5OTpDJZAgNDcWFCxdq5HPmzBm8/PLLsLKygoWFBQYPHoxr167pLVd7aY9CocBHH30EJycnSKVStGnTBlOnTkVVVVWt8q9fvx5Dhw5F79690bZtW2zatKnW9Jq89NJLkMlkyM3N1Ztm7dq1eOmll2BiYgIrKytERkbixo0betNrLsG6ePEiRCIRDh8+jEGDBsHKygq2traYOHEiVCoVAEAkEiE/Px/vvvsuWrRoAQBQKpWYN28ePD09Of1ZuXIlrxxra2ssXboUAwYMgFQqxaNHj6BSqfDpp5/C3d0dMpkMjo6OGD9+PEpLS3nnbtiwAT4+PpDJZPD29sbPP/8MAJg3bx7eeecdXLt2DSKRCEuXLuW10+zZsyGXy2u0yddffw2pVMq9Sfrtt9/QsWNHmJmZwc7ODlOmTEF5eXmNuiouLoaZmRkWLlzIC1epVLCxscEnn3yit54ZDAaDwWAwnhnoGWDgwIHk5uZGSUlJlJ2dTT/99BMZGBjQjh07uDQODg7k4OBA69atI4VCQQUFBWRvb08ffPABERE9fPiQWrVqRb1796azZ8/SqVOnKDw8nFq1akXjx4/XW/Z3331Hjo6OREQ0atQocnFxofLyci7ew8ODYmNjiYiosrKSPD09yd/fn5KSkujy5csUGxtLAGjXrl1ERHT06FECQFOnTqXs7Gzat28fBQUFEQDaunUrERFdv36dLCwsqH///pSZmUmnTp2iHj16kLu7O1VUVOiU89y5cwSAkpOTiYho/vz5ZGNjQ3/++SdduXKF9u7dS61bt6ZPPvlE77VevHiRAFBKSgoREc2ZM4dcXFyourqal04ul1NMTEyN82/dukUAaPny5URElJiYyMvv6NGjJBKJ6Mcff6Tc3FxKTU2lHj16UJcuXfTKFBkZSeHh4URElJOTQwDI39+f/v77byIiOnjwIAGgzZs3ExHRjRs3OBnu379PRESTJ08mExMT2rBhA+Xk5NDKlStJIpHQ2rVruXJat25NXl5eNGPGDPr7779JoVDQ4sWLSSKR0G+//UaXL1+mAwcOkIODA+/aExISyMDAgL7++mtKS0ujJUuWkEgkoq1bt1JpaSlNmjSJ2rRpQ3fv3qXy8nJeO2VmZhIA2rdvH++aO3bsSIMHDyYiop07dxIAmjlzJuXk5NC+ffvI0dGRRowYwaW3tLSk+fPnE9FjHfX09OTlp66jS5cu6a1nBoPBYDAYjGeFZ8IAycnJoby8PF5YYGAgZ1wQPTZA+vTpw0vz3nvvUceOHYmI6JdffiEAdOHCBS7+xo0bJBKJ6jRAHBwciIjo5s2bZG5uTgsWLODiNQ0Q9WQxPT2dl0doaCgn29ixY8nOzo6USiUXr5ZNbYDMnDmT5HI5FRYWcmmuX79OYrGY4uLidMqpbYAMHTqUm7iruXjxImVnZ+u91hkzZpCHhwd3nJubSwAoKSmJl04ul9OkSZNIoVCQQqGgyspKysrKoldeeYVatmxJt2/fJqKaBsiKFStIJpNRVVUVl9etW7coNTVVr0y6DBDN+icicnV1penTpxMRUXl5OQGgn3/+mYiIHj16RBKJhGsjNWPGjCF3d3fu2MHBgYKCgnhpbt68SZmZmbywqVOnkpeXF3fctWtXioyM5KWZMWMGLV26lIiIPv74Y2rbti0Xp91OXl5eNHbsWC7+2rVrBIASEhKIiKhz584UFhbGyz8uLo5EIhEVFBQQEd8AOXbsGAGgU6dOcemjo6NrNfIYDAaDwWAwniWeiSVYZmZm+P777+Hv74/WrVvDzs4O586dw4MHD3jp/Pz8eMctW7ZEYWEhACArKwumpqbw9vbm4h0cHODg4CBYDjs7O8yaNQuLFi3Cv//+WyP+9OnTkMlk8Pf354UHBwcjIyODkyMoKAgGBgZcfKdOnXjpU1NTERISwi0hAoA2bdrA1dWVy6cuXnvtNRw6dAj/+c9/kJCQgMLCQnh6eqJ9+/Y606tUKsTFxWHEiBFQKpVQKpVo27YtQkNDsXHjxhrply1bBiMjIxgZGcHY2Bje3t64evUq9u7dCxsbG51l9O7dGyKRCD169MCaNWtw9epV2NraIiQkRNA1qamtnbXJyMhAVVUV+vXrxwvv2bMncnNzUVJSwoV16dKFl8bKygr79+9H586d0aZNG9jZ2WH16tU8vTt9+jQ6duzIO++rr75CTEyMoGuJiorCrl27UF1dDQDYtm0bLCwsMHDgQFRXVyMtLU2n7ESEs2fP1sgvNDQUXl5e3NK56upq7NixA6NGjRIkD4PBYDAYDEZz0+wGiEKhwMsvv4zExER8++23OHnyJDIyMhAQEFAjrUwmqxFGRAAer4/XFW9mZlYveaZMmQJbW1t8/PHHNeKKiopgZmYGkUjECzc3N0dxcbFeObRlKCoqwqFDhyCVSnm/K1eu4ObNm4LkHDFiBHbt2oXCwkKMHDkSNjY2GDJkCO7cuaMz/YEDB/Dvv/9i7ty5nGFhZGSE48ePY+vWrTX2HAwbNgynTp3CqVOnkJaWhtzcXFy8eLHGJF4TDw8PpKSkwM3NDTNnzoSLiws6d+6MkydPCromNbW1szbqfRS9evXi1eW7774LALw9QnK5nHfuxIkTMX/+fEyYMAFHjx5FRkYGxo4dy8WXlZWhsrISpqam9ZJfk6ioKNy5cwfHjx8HACQkJGDw4MGQSqUoKyuDUqlEbGwsT3Y3NzcA0KsLo0ePRnx8PJRKJZKTk1FUVISoqKgGy8hgMBgMBoPRlDS7F6zU1FRkZmbi6NGj6N69Oxd+9+5duLi4CM7H1NRUp3vYhw8f1kseY2NjfPN90YVBAAAgAElEQVTNN4iMjMT48eNhaPh/VSSXy1FcXAwi4hkhRUVF3OTW1NQUjx49qlUGuVyObt26YfXq1TXKNzc3Fyzr66+/jtdffx2lpaXYu3cvJk+ejDFjxmD37t010q5fvx6hoaFYunQpL7yyshK9evXCzp07MWzYMC7cxsYGwcHBgmVR4+fnh7i4OKhUKm4j9sCBA3Hjxg0YGxvXO7+6UNd7XFwcfH19a8S3adNG53kqlQrr1q3DnDlzMGLECC5cs+1MTExgYmLyRG6HPT094efnhx07dsDNzQ0pKSmIjY3l8jcyMkJMTAxGjx5d41xbW1udeb7zzjuYNWsWDh8+jN27d+ONN96oYVwxGAwGg8FgPKs0+xuQiooKAIClpSUXlpKSgvz8fL1PvXXh4eGBqqoqZGVlcWHnzp3jPQEXyhtvvIFevXph0qRJkEqlXHhwcDAqKipw5swZXvqUlBRumY6HhwcyMzO5JTcAkJiYyEsfEhKCnJwcuLm5wdPTk/uJxWLY29sLknHXrl3cRwFNTU0xdOhQjB07Vue3TNTf/hgxYgSCg4N5v9DQUPTp00fnMqz6kpqaipSUFACPv60SFhaG+fPn4969ew1qh9pQ64a/vz+MjY1x584dXl1aWlrC2tpar9GjUqmgVCp5eldcXIzdu3fz9C4gIABJSUm8cydPnsxbglWXnkZFRWHv3r3YvXs3bGxsEB4eDgAQi8UICgrC1atXebK7urpCIpGgZcuWOvOzsrLC66+/jvj4eCQkJHBvexgMBoPBYDCeB5rdAPH394dUKsWyZctw8+ZNHDhwABMmTEC/fv2QnZ2td0mRNq+++irMzc0xYcIEnDp1CseOHcOHH36o9ylyXSxduhRnzpxBZmYmF9a/f394e3tj7NixOHXqFPLy8jBr1iykpaVh6tSpAB4vXbp9+zamTp2Kc+fOYfv27TU++BcdHY2SkhKMGjUKGRkZyMnJwYIFC+Dj48MtV6qqqkLnzp31fnBv6dKliIqKwtGjR5Gfn48jR45gy5YtCAsLq5E2Pj4eCoUCgwcP1pnX0KFDkZiYKHj5lz7++OMPREREYNu2bcjLy0NGRgaWLVsGZ2dnODk5PVHeaqRSKWQyGZKSkpCRkQGZTIZx48YhNjYWmzdv5uqib9++eOedd/TmI5FI0KFDB2zYsAF5eXnIzMzEq6++igEDBuDBgwfIzs6GUqnElClTcODAAcTGxiItLQ3Lly/HDz/8gM6dOwN4vD/l1q1bSE5O1utGOSoqCpcvX8aqVaswdOhQ3v6g6dOnY/v27fjyyy9x+fJlZGRkYOTIkQgNDeWW9elizJgx2LRpE4yMjNC7d28AdesMg8FgMBgMxjNB8+1//z/i4+PJ2dmZZDIZde/enTIzM2n//v1kYWFBPj4+RPTYi9Hs2bN5502bNo3c3Ny444MHD5KPjw8ZGRlRu3btKCEhgUJDQ3netLTR9IKlzQcffEAAeB6WCgoKaMiQISSXy0kikVBgYCDt3LmzRp6tW7cmY2Nj6tKlC6Wnp/NcyRIRpaWlUXh4OJmYmJCFhQV17dqV565V7e1J7f1I27vS7du36a233iJra2uSSCTk5OREH374IT18+LDGdXTq1Il69eqltw4KCwvJyMiIFi9eTET63fBqo+0FS6FQ0KxZs8jZ2ZkkEglZW1tTREQEZWVl6c1DlxesxMREXpqgoCAaPXo0d/zZZ5+RiYkJWVpaUmFhISkUCpo7dy45OTmRkZERtWnThsaPH0+PHj3iztGlPxkZGRQUFERSqZQ8PT0pISGBCgoKyNXVlczNzSk/P5+IiFauXEnu7u5kbGxM7du3pxUrVnB5XLt2jTw9PUkikdCnn35ao500r0GzrjT59ddfyc/Pj1dnFy9e5OI1vWCpUalUZG5uTnPnzuXCtHWGwWAwGAwG41lERFSPdU6MZuPs2bPo0KEDjh8/jq5duza3OIxmZv/+/YiIiMDVq1fRunXr5haHwWAwGAwGQzDNvgmdUTc3b97Enj17AIBNNv/H+eeff3DmzBmMGzcOkyZNYvrAYDAYDAbjuYMZIM8Bn3zyCbZs2YLo6Gg4Ozs3tziMZiQ6OhrJycmIiorCF1980dziMBgMBoPBYNQbtgSLwWAwGAwGg8FgNBnN7gWLwWAwGAwGg8Fg/O/ADBAGg8FgMBgMBoPRZDADhMFgMBgMBoPBYDQZzABhMBgMBoPBYDAYTQYzQBgMBoPBYDAYDEaTwQwQBoPBYDAYDAaD0WQwA4TBYDAYDAaDwWA0GcwAYTAYDAaDwWAwGE0GM0AYDAaDwWAwGAxGk8EMEAaDwWAwGAwGg9FkMAOEwWAwGAwGg8FgNBnMAGEwGAwGg8FgMBhNBjNAGAwGg8FgMBgMRpPBDBAGg8FgMBgMBoPRZDADhMFgMBgMBoPBYDQZzABhMBgMBoPBYDAYTQYzQBgMBoPBYDAYDEaTwQwQBoPBYDAYDAaD0WQYNrcAKpWK+5+IQES8Y13/a6M+TyQSCS5XMz/1eZp5aOenL736WPP/77//Hu+8845gWZ5nhNT78ePH4eXlBRcXlxp1pZmPrrC60muGa7dfU5ehK31jlNFQPfxfKqM+6YWU8bzpSFOU8bzrSFOUwfSQ6eGzUAbTw6dbhr78tfPRDq8tTvt/fWmF5Pe80OwGiGbjqf/XFab9f11x+tJpKpxmvDpcSJ66lF3zr3Y+TUV1dTXE4qZ/qSXkWjXrRFc7a6arrW5raz/gcR2oEYlEvOOnUcbTuI7G0kPtzlWd79MqQ9e5TVGGkPR1ldEYMjE9ZHrI9JDpIdPDmue8aHpYVzptg0K7DM04XXLpM4xqu57nkWY3QADdiq8Zpk+RajtfH9o3gq7z9D0d0GxobWXXPIeIUF1drbejuHXrFpKSknDz5k34+vqiU6dOMDMz45UllB07duCvv/7CoEGDcP78efj7+6Nnz54NyksfteUjpIzq6mquTvSdI7RuNc+v6xzt8p5GGQ3VkYaEN7QM7Q7waZUhNP2zVAbTw/qHMz1keljXdTA9ZHqo75znTQ91xema8+jTK5FIVCNOM299+ei6dn0y1Jbfs0yzGyC6rNDaDJLa/teVb10T5LqMG10y1pWP+hq0LVkAKCwsxMSJEyESieDr64uvvvoKXbp0wccffwyZTKZXHl0KdvPmTSxfvhwxMTEICgrCzZs3YWVlxbvBhVLbTVFbHQkpQ2181FaPdRkxutq8Pu1Rn/RNVUZdcU8qk2aYvvugMcsQmv5plKEd/yyWwfSQ6eGzUEZ902tOGpkeNkzWpi5DO/5ZLON51UNdRo06bW1x6nN1GUi68lb/Vf+vK1/Ncp9HnlkDRKlUorq6Wu/EVTNMV2eiT6l0NbCu9PoUQ1ecNgqFAhUVFTz51MTHx8PMzAyxsbGwtbVFREQEli9fjn///Rf29vbIz89HZmYmVCoVAgMD4ezsjDt37iAnJwcGBga4efMmPDw84OrqiqSkJNy/fx8AcP/+fTg5OcHExATl5eXIy8tDRkYGzM3NYWNjAwsLC7i4uODUqVPw8PBAixYtcO/ePRQUFMDLywuHDx+Gvb097ty5g65du6KwsBBnzpyBSCRCcHAw7O3ta72ptOtKk6qqKlRWVqK8vFxvm2jX1ZO2n77ztMt7kjKeREf+V8toaPtp5/E0ymB6+L9TxrOuh42tI01RxoumI01RBtPD50cPdeWjjtfOo7b/RSIRxGIxDA0NuTz05U1EOuXQRl/4s06zGyAPCgvRskULrqJVKhVKS0tRXV0NIyMjnQqj71izEepSFs1zdCGkA9BHWFgYpFKpzpsrICAAvXv3Rtu2bQEAPj4+mDdvHuRyOYyNjVFRUQFDQ0OIxWIUFxdDKpXCyMgICoUCVVVVkEgkuH//Pry8vGBvb49Zs2ZBLBZDIpFAJBJBIpHA2NgY5eXlMDY2hkqlQllZGeRyOWQyGQDAyMgIUqmUO0cqlaK6uholJSWQSCQwMTHBP//8w90Y5eXl3LnaN72u9tG+bm9vb7Ro0aLWOqurPbTTaR7X98ZrrDKeREe0r/dp6GFTlaHZ3nWV0dD2a4oyastDX7qGlKEvj4aW8TzoSFOU8SLpoXZeQuOZHjZ/GUwPXyw9VM+D1NRmfGiXr89QUigUKC0thbGxMUxMTGrkrXmsKx/tsrXnmc8LInqS1moESkpKYGj42A6qrq7Go0ePYGBgABMTE4jF4ueuQhkMBoPBYDAYDF2oV/cUFhbC1NQUMpmMM3Q0DR7t/9Xoe/PyvM2Xm/07IFUKBYge7xGorKyEUqmEubk5DAwMnrvKZDAYDAaDwWAw9KFegmVtbY2SkhIolUreWxftnzpczdN4e9ccNLsBcvbcBa6SS0pKYGpq2twiMRgMBoPBYDAYTw0iglQqheL/P4jXNDi002n+rWsvy/NCs+8Bae/uxlV6RUUFWrVqpTctEaGyqhJlpWVQqaohEj3ez2BmZgYDA4M6y1Lvc6iqqgIRQSwWQyqVwsTEpM63LUSPN8aXlJRCqVQAeFy2qakpjIyM6nfRDAaDwWAwGIz/WUQiEQwNDaFQKGBsbFxjD5Fmurr21TRk301z0+wGiNzCnFuCpTYK9FFeVoZHRY8gFhuAAIgAqFRKlJSUwNbWlttLoguVSoUHDx5whgvw2CApKiqCQqGAhYVFrWVXKRS4f/8+DMRiEAEiEVBZWYmysjJYW1szI4TBYHCoVCoUFhb+P/bePD6O4kzcf7rnnpFmdF8jWZYtyye+AzbGNj7BmCxgCAQSAklIspAQkuz5y2azyTebY3Nnk2ySze6GJBwBcwewwYCxDT4AGxtbvm3Zuq37mNHc3b8/Rj3qGfWMRrJsyaYff8aa6a6qt6qmpqveet+qinUKip/vcGlraxvUGal9htOhp6eHrq4uysrKzquDCofDeL3euAmfvr4+JEmKnWOUTl46OjqYOHHikGE9Hg/Nzc2Ul5frz1cdHZ3LlkT3q8T1z+kqF5eaEjLmCgiQ0vSkEAwG6epfoB4Xrl+D7OjoIDc3V9MSoigakUhkkHYpiiI+nw+j0Zi0Ew2FQrS1tka3TYvmGFmOyjYYDLS0tFBQUKB3kjo6OkD0mXHkyBEcDgeCIOD3+8nKyqKysjL2nFB3NslobGxElmXa2tpwOp2YzWaKi4sHnRmk7nSUQ1CVa4FAgO7ubsrKymJyteINhd/vZ9++fVRVVeF2uwE4d+4cfr+f6dOnx5VJLT9x95eurq7YZ63wCgaDAYvFopnOpdTJ6ujo6CRDmYCXJCnWF2hZQNTh1ZaSS/lZOOYKSLJFNol0dXVFlQsZFAVAsYIIRN/7fD5NJSISiRAMBuP2VVYjimJsZk8LZacuGZDVp2jKMvQvJvJ6vUNuNaujo/PhITMzk6lTp2Kz2ejt7eXo0aO0tbVRVFSE1+ulpaWFcDhMdnY2ubm5NDY2kp2djcPhwO/309TUxKxZswDYtWsXlZWVZGdnA9DR0UF7ezuCIJCfn4/L5SISidDW1kZ3d3dsgWPiM627uztmVcnNzY2lly5Go5GzZ8+SlZU1aL2ez+fj3LlzBAKB2PlDRqMRj8fDuXPnEAQhbpImFArR0NBAMBjE6XRSVFQUl57BYIhtxe7z+WhubiYcDuNyucjPz7+kO14dHR0dBfUkfKrzW9JROC4lpWTMF6Erla5ogMkIBoPR8MhIsiqeLEcVAzl6hkgyGcq9OGuLLCP32zRCodCQspXw0fixxEEQUsbX0dH5cJORkUFubi5tbW2Ew2FOnToFgMvl4syZM3R3d9Pb20t9fT0Qdb1SFIxEOjs7qa6uxmq1YjQaOXz4MIFAgI6ODurq6nA6nciyzKlTpwaeXUQnYg4ePBg7B+j06dPDXsiYmZlJVlYW1dXVhMPh2PVQKMSZM2fw+/3k5uZy7tw5zp07Rzgc5vDhw0QiEaxWK2fOnAGiz+HDhw/T29uL0+mktraWlpaWOFmhUIhz584hSRLV1dUxV9kzZ87Q19c3rHzr6OjojFe0dr5KZ2Je6/6ltDh9XCggiuKRbsUJqEzx6cpRxxeUawKCLGiEGCRw4G1/eAFZFeXS+cJ1dHQuPsohoeFwmFAoRCgUih0Oarfb8Xg8FBcX09raSjgcpq2tDbfbramAKO6mZWVlsfURiuWjpKSEwsJC3G43oijGKSCSJBEKhWKbfcybN29Q+s3NzdTX11NfX09vb+8g2aIoUlFRgSRJnDlzJvbMVg5KLSsrIy8vj9LSUrq7u+np6SEcDjN58mTcbjcTJkwAou5cnZ2dlJaWYrfbyczMpLGxMWn9BYNBAoEADoeDBQsWxB3epaOjo3MpM5QCol4nfTm5oo65AqIQiURiFaxF3PqK2MEsyivqP5xsJyxBEDD0+9ZFvzAh+k/x3wKMxuTrN0yxe0K0xpQ0hGg6yOowOjo6OvEoO/DZbDbC4XDMpaixsTF28KrL5cJqtVJfX48sy+Tl5WmmFQqF4jbcMBqNBAIBIpFI7Bmo+BKrrcomk4kFCxYgyzJHjhyhurp6kNXY5/PFXmoLhxpRFJk1axZdXV2xhfaJ61lEUYwpPKIoxq6bzWYg+ryXZZmmpiYaGxsRBCGlC+u8efOw2WycOHGCAwcO4PP5Uta3jo6OzqWA2gNIPQYeal30UPcvBcZcAUlnATpAVlZWbBG5gNC/S4CIUgRBELBarZpxDQYDZvPAFmeCICCIAydODrWLS0ZGBuFwGEEAURARVfERorvDODL080t0dHQGiEQi+P1+vF4v9fX1dHZ2UlxcjMViwW63U1BQwKRJk7BYLLGDV0tKSmJuVMkmVFwuF62trfT29tLV1YXH4yE3Nxe73U5LSwt+v5+uri5CoVBswA/Rxej19fWUlpZSUVFBe3v7IAWkoqKCKVOmMGXKlJTrQxwOByUlJfT09CDLMkajEUEQ6OjoIBgM0trais1mw+VyEQ6HaWlpwev1UltbC4DVasVsNuNwOKioqMBqtWKxWAgGg7G1HgqSJFFTU0Nubi5VVVX09vbqLlg6OjqXFVqKR7puWMnSGu+M+SL0RI0vmUnJbDbjdDrp6emJ75hlmVAoTGFhYUoLiNOZSXt7cJAMSZZjA4JkmEwmcnNzaW9vx2iKdrSK11U4HCYvLy/lFsA6OjofPrq6uti7dy+CIJCRkUFlZSVOpxOAwsJCDh8+TCgUIj8/n5KSEgBycnKoqanB5XIlfRYWFhbS29vLnj17EEWRyZMn43Q6sdlsdHZ2snPnToxGI5WVlVitVjweDxB9hoqiyJ49exAEgbKysvPaua+goIDW1tZY2qWlpRw+fJgjR46QnZ3NjBkzsFgsTJo0iSNHjgBQUlKCz+fDYDBwxRVXsH//fk6ePElmZiZz5swhEAjEFDAFpf7279+PLMvk5+enPC9KR0dH51IicQycqIQk7gR4uWzJK8hjrCp1dHTETE+NjY1UVVUlrTRZlgkEAni93n6LRHRXlVSzhWoUNwi/3x9zF7DZbLGtMlMhyzKhUAiPx0M4FEImqphkZmbq2+/q6OgMG8X6kM6zK1X8xD3jFbenZOkqkz4jlZsKSZIIh8Ox3atgwMVAEIRBWw4rz37FAqQO39TURFdXF9OmTcNoNMadFTXeO1YdHR2ddOjt7cXj8cTOV1JcVpXnZeISg5gXT2wpQvxfBa2tzccb42LaXq3tpaowxc0qmavVUIiiiNPpjJtdSxdlEak+86ajozManK8CkCz+UBMiqc4dOV9EUYxz+wJSrs9Trw9Rhw+FQvT09FBUVDRoXYuOjo7O5USi+5WW9SJdi8Z4VzrUjLkCorXqX0dHR0fnw4vFYqGqqirOMqKjo6NzOZJs3Yd6Yj6VApJ4UGHitfHKuFBAlL/qLXl1dHR0dD68iKKoT0zp6Ohc1iSOgRVlQ7mWqFyoXVUvBSUjFeNCAVF3Ml3d3ej9jY6Ojo6Ojo6OzuVMIOCPOwtPywUrmbIxksXp44kxV0AUlErPdLrGOis6Ojo6Ojo6Ojo6FxRPr4int2fIcInWEcVCDNoL0C8FxlwBGc6R8zo6Ojo6OpcK6fZpyu5e6vCJA45Uft6JvuIKqWZIteIkhh9KxlC+55eDjMQ0UtV9OnkaSoaaCyFjtNrIxZBxqbSRZHHUv+lkVgxlDByJRGIbbWi1h8TdrpT0LhVlQ4sxV0B0dHR0dHTGI8kGhskGWueD1vrHRIVEkZksf8P9rFwTEJDRXm+TKo10wo8kzodZRrrpjUaezkeGuh1GD10NIAggy4MXTSemqb4fpwAQPdwZ5EHpmM1mDIaBnfDG6/envpb4m071PBEEIRZeUVwSPytpJioqI90xa6wZcwVE0f50dHR0dHTGkkF9kaz8Sa2IXExGKnOkytJoKlmXMx+2OlKXt729M+1tshUlRfMeaP7SIpEIsixTWJgfdz0QCPYrJ5fuWWzKs0VL+VHOAVGPkxOtMsmsJVqWnfHGmCsgiYdP6ejo6OjoXCyGmuW8XLicyzaaKNYgnfTxeLxUVEw473SS1b0sy5w8WaOhgAT6zx5KXwEJhUJsfPIJujq7yMnN5eN33nne+T5f1ApGouVIbfFItR2v1qJ1rTTHkzIy5gqImuEcNCXL0VPRlRN2LWYz4gU42TcSiRCJRAYdrjXayLJMOByOnW5sNBoxGsfV1zNslLozGo2x71Y5KVl97VIiHI4QiYRjn0VRxGg0pvWjDofDg06ElmX5op51MNbtTHnQCoIQ83m9FNuBzqXJUMrGxZjtH48WhVQD7vGW1wuNrnxcfCKRCKFQSPMgU0j9m0mn71T6PUEQCAQCnDxxgnA4THNzE+FwOBZmqENch6L60CE2vfwS1yxdxqLFi9OKI6iKJUkSBoNBU2FI6j6ZZFveZJ+Vif7xsH5kzEe4I5l9ikQivPHG6+zbuxdBEAgFQ8yeM4fVa9Zgs9lGNX8nT55k965d3HPvvaOabiJtbe1sfuVVwuEw4UiEDIeDG9evIzMz84LKvZDs2/c+u3a/w01/cyPl5ROQZZnaujqee/6v3HjDOiorJ491FofNO+++y75975OTk4Mky0QiYVatXEGp2z1k3Jdf3kxEksjIyKAgPw9RFOnp7WXxoqsuyoNAlmXq6urZ8dbbhMIhIpEIWU4Xa9aswul0XnD5AA0NjbS3tzNz5kz2vPMukydPoqiw8KLI1vnwkm4/o+WXPhTDDa+elVTHT7XgVWuQoY6TzoLbkcjQun8hZCQLP5SMVPm8mDKGU+6hZCSmcaFljEY7VE8sJcoInqkhUleHEI4glhRjnjotTobfH+CFF16grq6OQCDA6tWruPLKKwfJT5Q7IFuKk6dVjrNnz7D19dfJzsmh5dy5OKVj45NPYDQa8Xq93PHxO7FarSNuI83NzXi9XhoaGpLmORE5IVyiNUS5rqwDUdd7qsm7ZAve083XxWBcKCDqV/TrSF0pBw8e5NE//5mHvvpVysom0NraysN/+D8mTJjAnLlzqaurpb2tnbIJE8jJycHj8eDxeOju7iLgDzBj5kxMJhMNDQ3U19dTXFyM2+1GFEW6uro4e/YM2VnZlE+ciM/XR0vLOQACfj+nT5/GYDQyadKkUZ053v3OO/gDATbcfBOhUIhHHnuco8eO85GFC+jq6qKxsZns7CwKCvIRBIGmpmaKi4sQRZG6+npysrPx+f2YjCa6u7spKiqkobERv99PqdtNZmYmsixz5uxZJEmirLQMk8lIb28vDY2NGI0mKiZOxGgcPSuSt89LY1MjJ06epKysFFmWOXXyNLW1dfj9fmRZpqenh8amZvLycsnPy6OjsxOjwUBraxsmk4nc3Fzq6uuwWq2Uut0YjUY8Hg/1DY1kZDgodbvx+/309fURiUTo7u4mKzub3JwcBEHgXEsLzszMUVNMPR4PDoeDlSuuJRIJs237W7z33l5MRhMul5O2tnays7PweLy0trVRWJBPXl4e9fUNfHDwEKtWrSAjI4OMjAxaWlrw9HqideXto76hgawsF4UFBXj7+ggGg3i9fZS6S0Yl7z09PWzdtp1JFROZNnUqESnCyy9vZvuOt7hx/Q309PTQ0NCI3W7H7XYjyzINDQ1kZmbS0tJCaakbh8NBZ1cXkiRx7lwL2VlZlJQUIwgC7e3ttLW1U1hUiMvpRJZlWltbaWvrID8/D6czk+rDhzl1uoaCggJycnKwmC3Iskx3dzdNzc24nC5KSorp6+vD5/MRDAbp6enF7S7B4XCM+QNT59JD3aGnG34k6aerGCSTl2qAnBhXfT2ZDK336cpIlDceZQwn/GjJ0JqNTqfco1WO8dRG4j9ry/Dv2UPokccQaushEkYuKsR/w1qcG26LyaipOc17777HXZ+4k66ubv748B+ZMmUK2dnZKQfMA/eEIcuxe9cuampqqKmpQZZlMjMzycrKpqXlHEcOH47F3b7tTa67ft2w6kqdpwULF5Kfn09xScmw2mFieupninIvcfF5okJyKTLmCoi68qLvh67Mra+/zrLl1zJ37jwEQSAvL49/+9a3MZlMPP/cczz++GNMmzaN5qYmvv2d73Dq1Gl++1+/pmrqVGpOn2b16jVcMfsK/uMHP2D2nLnUnD7F5z7/Bdylbr75jW9QWFTE6VOn2HDrbVRMqgCifoMP/+EPnDl7Bq/HS8WkCr780FcwjJLbl8loor6unobGRqqmTOHBLz2AQRQ5deo0j//lSdzuElrOtbB8+VLmzp3D088+x+fv+yxWq4U//ekRblx/A+++t48zZ88yfVoVVouVs7W12Ox2JEniro/fzsubX6G5+Rwmo4mCgnw23HITjzz2F8wmM62trcyYOZ2bPnrjqJRHobCgkJaWVnp6erHZrJytqyMvLxeAcy0tPPb4E7hcLk6cOMk9n/oEZ86c5d1391JUVEh3Tw+hUJjy8gnU19WzatUKJpZP4L9++9/k5+XR1t7B0iVXM3FiOS9v3kxjYzf6CkQAACAASURBVDOVkychiCK33nIzdruNJ558ijtuv21ULWN2u52iouisfU5ONl1dXWza/Aoej5dwOExl5ST2H/iA8gkTaGhs5IZ113PoUDXdPT00NjYSDkcoKMjHbrcD0Nfn479+8ztcLhfN55q57dYNyLLMSy9voq/Px7f/7Rujku/WtnZkSWL+vLk4HA4APvmJO4lIEo1NTWzc+DROp5OWlhauuGIWCxfM59e/+V2/omsgFArypQfuZ9OmVzlbe5ayslIaGhq5/bZbCUsSjz7yGKVlpXR3d/PZT9/LuZZzvPDCi+Tk5tLY2MjSa5ZwuuYMTU3NHPjgIIFAAJvNiiRJ/P5//o/c3BzOnq1l7ZrVFBYW8NLLm5FkCaPRSEF+Prd/7NZL3i1R5+Kita5wNFygtAajqdLUmkUdKn2FZHESrw8lI1EputgykjFSGYnhLxcZw2mfF1pGum1EPW5TwoQa6ok8+TSOrl5wupC9fQhhmcD//Jm+sgk4rrwKgKamJvLycpkzZw6CIPCnP/2J+vp6srOzE2Ro5yuddmi3O2LhnE4n933+C9HJtM5OHv6//8Xj8SAIAmazJe260qpbl8vFFbNnDwqbKk6iJSkxXLpWqGQWu/HMmPfm6i8jEknvR9fS2sL0GTPiKtpgMNDR0cHzzz3Lf/zHDymbMIHHH3uMJ/7yF+bNm8+8efP52/vvp7aujo1PPkFefj6FhYXcfMstNDbUY7ZY2PjEk8xfuJD77vscjY2NfPMb/8In7/4UAK0tLRyqrub+B+7HZrPx4x/+kOPHjjF9xoxRqYc1q1diEAW2vPY6f33xZUrdJaxetZJ39+7lmmuuZvmypVQfPsLbb+9k7tw5hEMD6xBCoRCSJNHW3sY9d38Ch8PBps2vcM+nPklGRgZ79rzL0WPHOXz4CF/4/H2Ew2H+/OfHOHfuHJFIhHlXziE7K4uGxsY4LXs0yMzMRBRF2tvbQRAIh8MUFkQH7++88x4TyspYsmQxp6dW8dbbu8jPy6Oqagp33H4bb2x9E1+fnxtvXMfWN7fR3d3NK6++Fr3/sduoq6vnJz/7Bfd99tP4+nw8cP/ncTqdPPPMc7S1tdHR2UlmRgb5eXmjVh6Ak6dO8eTGp+jz+Wmob+Dmm/+GXbt2Y7fbuHXDzTz/wovcdustTK2q4r29+zh0sJqPfWwD9Q3RQfjud96NrcEAeO3118nLz2Pd9Ws5ceIkzz73Ah+98QZMJhNf+8p9o5bvYCAQNeWqlGZRFAmHwxw9eozy8nJuXL+O3l4PG596mlK3m0AgwF0fvwO73cZ//uo39Pn6CIWC3HjDOubMmc3zL7xIa1sbu/e8w8qV1zJtahVvbN3Gth078Hq8rF69ivnz5rL/wAcEAgEWzJ9HRoaDVSuv5a8vvowky7z2+hvMnn0F11+3hubmczz2+BMsWbIYBPjqlx+kvr6BrW9uj60n0tFJRjqDxuEoHyNVKoaeMU4tM9UgPjHtdGVoxRtKUYiLI8vRLYxGKCMZ6rDDztNFkqGUPZ32MGIZCdeHKs9YyxiqHdLShni2HnH6VGx330nk6DFCR45hbG4h8EE18keiblaTJk3imWeeZdu2bTQ3NdPR3kEkHEkuawTtcNny5XR1dXLi+HHmzJ1LVlYWAAUFBZSXT6S6+hDLr13BtStWnFc7PLB/P6+++gqLFi1m2fLlKeOolYbE59ZwFAlZjnfF0lJcxitj3psHQjI7DvbQ2hng6OlWfjRr6DhFRUUcPXqE69cNmMo2b9qEwWDAaDIxobwcQRBwu90cPXoUgOycHKw2G9nZ2UiSzOw5c+jp6Wbzpk14PL0svnoJbW1tXLVoEaIo4na7sViseDy9AHR0dtLd1cWe3bsRBIGZs64Y1cHQrt17mDNnDtdeey3t7W28suV1XnjxJWxWKxPKyhAEAZfLGfNdjBJtqJIUbXB5eblMmFBGU3MzFqsVs8WCyWRi5swZnDh5EkEQef/9/QBUVExEkmWuXryImpozHPJ6ycvLJRgKYbVYNHI4Mmw2GyXFxZw8dYr6+gZmzZzByVOnAejp6aW3t4d33nkXSZIpc7vp8/XF3MwMBgNZ2S4AzCYzPr+Pjo4O5s2LWr6KiouQZRmvx0NJSQlZLhcWi4WCggJq6+p4b+8+rlu7ZtQXOefn5TFv3lxAwOV0kp+fx65du1m4cAERSUKWZbKzshEEgSyXK+n++grtHZ309fXxzjvvEg5HqJhYjhSJMHnSpJiVZDSwWC0EAgEiqjZ05Ogxas6cQZZkcnKyMRgMWCxm7A47wWAQgMLCAkKhEAZDVFmx2+1kZGQA0e83GAjg8/lobGyiu7sbg8GAMzOTjo5OslwuBEFgSmUlPr+PmtNnBuWrq7ubyspJiKJIcXERINPn7aOosBCDwYDJZMQgjv+Hqc7YktiRw8isHecTPp1ZUyVcqrwJqjDJ0tWKrzVbmiz8cGUkhh/vMhLr5ZKQQepFx3HykuRpqDaiXNfK0/nIiCuLICAHQ8h+P+Hqo8i9HsTJk5B27Ire9/lj4YsKC1m//gaqqw9TXFTEhAkTsPdb6BMH07Isj6huz9TU0NnRAUBbWxvBYBCTyUQgEKC9vQ2A06dOMnXqVErc7hF/fz09Pfh9Pnp6utNuI2qSKSNaCkmy70V9Xy13PDLm288EQhLP7Oxk11EPZfnp7TS1es1a3tqxg3ffeYdQKMTBDz7gtS1bcLvdmIxGtm7dSp/Xy8GDH1A1tQqIKszqL2H//vcJhsLcc++9lJWWceiDD6icMoUDBw7g9XrZ+fZbCKJATk7UXaioqIi8vDyWXLOU666/ntbWFiyjOFA/efIUm195lWAwQG5uLgZRxGqxkJWVxd597xMOh6mrrcNms2EymfAH/HR1d3P4yJGYm4HJFK0/q8WKp9dDZ2cXHR2dvPLqFkwmE5FIJOZa09vbi81q5dSp01yz5GqWLV3CoUOH8Xo8o1YmiNZ7xaSJHDl6jLO1tcyaOWAxKikpJisri+XLl1FYWECfrw+jMfUuFOXlE6iuPkxfXx8HDx4iw+HAleWK7SQliiKTKiZSffgIXm8fUy7AQneXy8WUykqmVE6OKUsAFosFm9WKxWLh6LFjRCIRTp85g8ViSakEVUwsx2Q0svSaJbhLSvD5fLGB92g+OPLz8jAajWzb/hZ+v5/2jg62vrmNLJeT/Lw8zpw5SyAQoKmpmT5vHw5HVPlJzIMgCHGekiaTiYL8fJzOTFZcuxyr1YrRYCDD4aC+vgGfz8+rW7Zw6FA1CNGtE9UWoLKyUk6cPIXf7+e9vfswmky4slzj9qGpM/7QUj6U6+nGTZZGsjipZKeaNU06Y6wOp5E3dZzoxJOUdACj3EsVPpUMdTrJwl8sGUOVO5kMrXQuFRmD7mnJTVG3ydJRp6f1/Y1Uhlb6ssNBJCsb48K5hKqPEPjrJsSiQmQgUjawZW93Tw8H9n/AzTffRInbTTAUpLh/cnGougXSaoc7336LtraoonHy5EleeP55tr7xBk/+5XHOnYuu8T179iw7tm/XLHe639+CBQv41L2fZumy5UM+j2IyiK9btUKX7JXs+0rGcJ9vF4sxt4AAZFhFblmcTakzPQVk5syZ/PPXv84vfv5zent6sFgsfPVrf8e8+fP58le+yve/911+9Z+/YPacuXzuc5/n/f37MfVv7SYKAlarhZkzZ/GD732PpzY+SVZWFl968MtMnz6dn/3kJ9z9ibvIzMzkn/+/rxOOhLFarGRnZ7Nm7Rq+9c1/pdfj4ZOfvJvSsrJRq4PbP3Ybjzz2OP/v378PyBQXF3PP3Z8EZJ586hm+8a/fIjsnm4/dugGDwcDkSZP46c/+k7KyUlwuZ3Tm2mwGQSA/P4+ZM6fz+//5P8LhEFcvWsQVs2aBLPM///swkiRx7fKl5OTkIIgiv/zVfxEKh1m9akWc3+X5YjSYMJvMlLrd5GRnM7G8nIyMDMwmEwaDgY8snM/Gp57h+z/4EVarhU/f+ymOHTsRsywZjUaMhuh7g9GIyWTi+uvW8sijj/Pt73yPDIeDL3z+PmSU7fOi28opO25du3zZqG+fbDQaMWts1Wc2mzEaDNhsNpYuXcLjjz/By5s2U+p2c9utt2A0GrFaLAiCgMlowmg0xZSMZUuvob6+gf/40U+x2azc+6m78fZ5z3tLwEScTic3rl/Ho48/wbbtOzAYDCy66iMsW7qU3t5eztbW8u3vfBeTycyGW26isLAQm80KRB+KVosVURAxmUwYREOsPoxGE7fcfBP/+4eH2bHjbYqLi7nvs/fS09PLo4/9hZc3bcZd6mbFtcvp7e3lpZcbePyJjeTl5mAQRVatuJY//vlRvvXtf8dqs3HvPZ8kGAhitvT/ZkUx9vvV0VEz1GA+2eyuurMfKm2tNLXuy8ogKcVscSy+PLzNXrVmS7VmngfJSJCbKnwqGZp5ukgyhlvuy0VGYt0qJJWRIk9jIcNYOZnw2tX4Nz6DENwJyAgGA/7p07GvWBYLn5mZicEgcvcnP4XVZuUH3/8+DocjrXYly/2H9SXkKzH8VYuv5q/PP4cgCEiRCB8c2B8Lq0xeyrLM1UuWJK2rdMptsVopLCjAaDKl3UaUNJTnSuLp5+pnlCBExziJrvKDni9JSNe6drEQ5DHOyfHTDfxoYyM3LXJSYOtm2oyZaccNh8P4fD7sdnvcYnBZlgkGApj7B3zJkGWZvr4+zGZzbLAny9HzRcxms+asteKWciHOBYnmx4csy2RkOOLuBQIBTCZT3HkaoXAYU4rzNJQtfdUuVZFIhHA4gtlsiv0YBg7zufiDvKHqO1mcqEuQYdAmAOFwmGPHT7Djrbf5zL2fGpMyKXn0+/2DtvRLFT5ZmS4EfT5fv1IR/xvx+/3D+i7UyLIcM22r22kwGMSSxm8xGAxiNpt1y4dOWqg77nS7seF0d+nOLMbaq6IMpQg/EpcwHZ3xTk1NreZBhHIwiH/zGxhqa0GSkIqLMd+wBtER71osyzIBvx9Liv7yxInTTJkyKe5aT08voigOGi8l4vV4OHHiBAWFhTQ1NvLC888BUeVjw623YTabCYfDzJiZ/vhTi927dvHmm1uZP38Ba6+7Lq04nt5eerq7+hUxQ+yluKErp6Ern5X3iS9gkLKS7L3yDLoYY41UjAsLCPLIfNSMRqPmORmCIGCxWoeMLwhCbDcg9TVrirgXckAbzY+2z3+iu5coilGLRwq0DplLHOAOVd4LzUjkC4KQ9HsIh8PU19ezcMH8MVM+IJrH4ey8lapMFwJ7krydT1sQBEGznaaTplZcHZ1kXCh3ArVCE+uoNawV6k5ca0Yz0de7P9IgdxXF7384KDOg6nwOD1mdq+ShEuoi3fAj4XKRcaHqdjzKSGyHmr9HkwnrRwcPxKNh42UoY7Zkv6dULofq61rltTsczJk7F4Ds7Gy2vPoKPp8Pp9PJzFkDC4+V8gxFqjoNh0KDLYPEu3XFrGjEP8vU5VHXq6JkJFpVE7/fZPlKagEbY8aHAiKc749eRyeKxWJh1coV+unaOjqXKcNRPrQsJMncIBLdE9TKQrJ7mu5VxHf4sYGHarCWeE8dV50ntYyBv4lxBgZyqSxCA+kPxEmUMRB2eDK0u+54GYPzEzUaDczgjkQGsfAXQ4a2K86AjAtRtyOTkTj7nV4bGQg/vHL011BaMkbSDhXPk0QZyt+B+FolipdhsVh46KtfUyoUkEetjSxYuJA5c+diNBrj4w5qh/EKCQyc86FWQhInObQmSJIpIanG1OPFCjvmLljNzc1IkoQkSTQ2Ng7LBUtHR0dH58PBiK0eGhaMxHQHKQZJ5KSSP5SSk074ZD7aqRSdVAOP0ZCRmOfRlpE4UNIaXGmloVXu0ZAxGnV7MWWkqtvzlZFuGwkEgjQ3tyi5QhBEoieUD25DijKVeC0qb1Dw2L2CgnysVssFK8dYtEMYcMFyOp0xlytRFOPeC4IQ+6t4sCiflbSVa4qMwUroYMZ6W/sxt4AkayA6Ojo6OjrDRT0AgHgrQ7LBgaRlndDqk5RZ0xRKjSzLsXDp9muJM52JJLqGJMunejYV0IwzEhlaeR2uDEWBTCe8WkYyy5BWuUdDxmjW7cWQoTCWMsxmExMmuAeFT/wtpoPWIH00yzHu2iGDZSiKhHJNeTapFQy1DHUYtTwtJXQ8MeYKiI6Ojo6OTiqGM5AXIKmfhLrjTkw36aAlUZlImNnVHOSApsvV+TCSdIYbZzzKGI950ooz1Hd9qZRDlzE64dONozyPEidEFDdytaKRuPtV4vNMuaZ251KTaKEZa8ZcAUmsuF++ESQkXV7WkIdWjHk16+jo6FySRA0K0UH/gKuGMgsIUZcPrXUdirFCe1YzcYZQHSleMYnKSIyvlqGVfuI1rRlUASG2BlILQQBJiv5N5Q6SGCeaL2FQPSWXEXWbUeorXcVpuDLUg6qRyUhdbkkCUUzdLkZPhrY1LTG8cmuk35/S7sdaht4OL0w7lCIDi+vVyoRi/dCyhihhFTesxIkUtfKhDq/5zBtDxnxknGiiOtseIRBJEeESZMA3UkdHR0dnOKQaUAwOG9/ZJw4S1fejf6OKTSqFQ532IFkaIZUBHciqZbbJSxDLoxI2asJJMsAdGCgKCMioF6Wrfczl/nKoB5bRGCSEH44MWe4vVwoZ9IePH+COjYz+FBNkJBsYaucp9UB94JsdLGNk3180jFLuhPKNUhuJlxFfpovRDtHM04epHQ6MeyPhEAZRexG6Ys1Q71yqhNOycCiyI5FILI6WIjIerB8wDhSQRH78sfS3Lr10uBzLpKOjo3PhSFQihgo31LVkaaqVkmQznHGKijxg9hhKzoD6odHxK3lJWbrBpFJmUoUfjjuYWkY68Yabp5HEGUl4ksRRWw0uZp50GXo7TFQElEXoEL8WTf1SW0OU+6m2DNZaI5KoHI0HJWTcKSA6Ojo6Ojpqkg0+hhyQpDNoUXXWSpqDFRCIDSES05QTF6TLqjiqeBA9LX1gijXtgUycVScuX1oDiQGlB1lGTnDBUNJLFh6IxQGtBbgJM7sqGYqcIWUIwhDlOH8ZckK9xLufJMjQKPf5ylCXQ1DN8ifKSPf7G0pGqnIMR0byco+OjMutHQ6lBKiqbFAcWZbjFqGLojjIEqK18D/xuZZ4X5bluLUiWvlMVwm8kIy5AjIeKkFHR0dHZ/yQqAQM18qhniXUCh97r1ICEi0hya5pyVanN5R1BA0FJ7VftmrQpPE5TqmJC9MfLtEtRGNQCwlbpqax0P68ZMjRuNHtWpOFHw0ZQ4W/mDLQjJP8+9MOn54MZc3UUDKGU+6EdjiojWhtu3sptMPzayPJ6zb+WrLfuHIMhSzLMdepSCSiGScSicQUC6301EpHKsVlPFg/YBwoIGrGS6WcD52dXWRnZ411NnR0dHQ+tKSa2IpTJKIXYn8jkkQoFCIYDCJJkf5xcqLlYcA/f5AclUKjfAb6BygD8RIi9estQkL4ARmJXeNAsP44AqhdvRKSiMUZtzKUC8OVIcTFHiUZqkHaMGTElztexoWp29GV0dfnw2KxRNcOXKQ20tPrwenMvKAyhlUOpS58Pmw2W4LrUgoZw2mHghDnltXn9dDb24ssy7GzP5S/giBongeipKNcU8bOynvlnslkwmw2x60hGY4L3IVm3CggWmbvS5HOzm5dAdHR0dEZIan6Ai1rhLJQU31fea+kp/6rDg/9c5ty1FrS09ODKIDNbsdoMAxoHQIDI4j+OLHZRHXeYzfVfxMGQerJ0ViEmJD+2wOLVaMy4qXEhUnIU39h44Qo4TXjj0RGXEETZQwobLHPSWQo5U4ug7jw2jKUZBJlqBNQy1AtBI6rp6FlCIKAlExGXHtIqNu48gyu2wEZQv8ke/JyDKq3NL+/gViCql0OyMh0ZGA0GoktuuY82wiDZSTWrcNux2KxjLt2mJmRgdFoQBDFC9cO+8NlOTOJFBQMUhKG+qtlyUi0ePh8Prq6usjOzsZqtcauJ4YdK8ZcAUk0dyfju9/5f7H3gUAAi8WSMt1/+ddvDjsvgUCAA/v3s/e9d2lqaiI3N5e58+Yzb/58nE7nsNNLhizLBAIBjEYjkUgEs9kca1ChUAiDwRDXGM+XcDiMLMuqh0sUSZIIh8OYTKZRbYxS/yyiIAiEwxEEIdrYjUbjmJ+8qaOjM34ZaiJK3XnGuUkp91WLOBNdEBTFQ6vPkWWZ7q5OTEYjdrsdSZKIhMMXoITpISf5mypMsnDJ7l1MGcONe7nJSKduhyMjVTpD3UuWrsEQPb1c/fO70G3EZDIiSZELKiOdz4n3onUhI0eSb8k6Wm0EGDTeS2dMnC52u53Ozk6ysrKwWCxxWxCPNWM+Guzr64v5wPn9/pRhFaXi17/8JV988MGk4dTKSrp0dHSwedMmTp08QXFxCVOnTSPg97Pz7bc4dvQIG277GHl5ecNOVwu/38/Pf/4L1q+/gU2bNvOVrzyExWLB7/fzyCOPcvXixcycNXNUZEmSxPZt2wkEAqy9bm1cQ29taWXLa1u48847R1XhOXv2LFu2vAbIHDpUTX5+PmaTiYLCQq6//jqKi4tHTZaOjs6Hh6TrPpQ3CRaQmLIhq2c/Qe0qpUwIBQJBMjMyCIfDmr7TqfI0nAkcrRnID4OMkcy8aqU3XBkjKfflIiMVH1YZH7Z2GA6HkSSJjo4OnE5nnBXFbrcnzc/FYMwVEIfDEZ1tikSw2Ya3XW1PTw/AeVsnvF4vr76ymSOHq7Hb7Vy1aBEzZ83C7/dz6uRJXn1lM888/RR3fPxOXC7XeckCOHr0GA6HHYfDwdkzZ2PuAJFIhIaGBjxeD+FwmEOHqgmFgkybNo3MzEwCgQA1p2vw+/1MnTYVo9FIQ30DObk5tLW1kZ2dzbFjxzGbzUydOhWHw47P5+P4iRMsXXoN3d3dHD16lOzsHCorJ2OxWiifUE5PTw+BQICenh5CwRCTJk/i5MmTAEypnILVZqWvr4+jR49itVqZNm0aoVCIjo5OAM6cOcOkSRUUFBQgyzLHj5+goKCAEydOUFhYyCc+cRder5fNm1/hd7/9HQ9++UE8Hi8Ohx2v10tBQQHHjx+PypsyBbvdTkNDA5FIhHPN58jNy6OiYuK4MBnq6OhcONKZlVO7k8SuqZSNpEqKMquoiq+E7/NGn0fK4s/ENIbK10hmE3UZI0t/JDJGkieta4mWtwshI9X9S/H7u1xkXMrt0Gg0IkkSDocjFn88MOYKSKL2NhzO1NTwzp493Lxhw3lZJxrq66mtrWXa9OnUnj3La1teJTc3lxK3m5mzZtHZ2cEbr7/O8WPH+MiVV45YDkSVjOrqaqZOnZYy3E9+/FNOnT6FzWbDbDbzve99l0cfeZQPPvgAg9GI3Wbjs/d9lh/+8EfIsoy71E1bWxsOhwOv18vUqio+/ZlP09nZSXNzM3a7g8/d9zlmXXEFdbV13Hnnx6mqqmL7jh34A37+/KdHyM7Opre3F7PZRF5+Pk2NTfzN33yUdTes4x/+/h8wGo10d/cwfcZ07rjjdn732/+msamRosIiJEnia3/3VXJycjh69Chr1qzm9OnTuJxOJk6cCEBxcTFf//q/sHfvXl54/q/09PRw9dWLqa2to6u7C5PJRElxMQ8++CC//c1vOXHiJJMnT+LQoWoeeOB+rrv+uvOqex0dnfFLWsqHRsebalGlWukgQTlRKyyBYBCH3ZY8D7KM0FCPdcdWzLVnQBQJTKoksHItcnbO0IWTQnDuDTJ630CUOpAM2XgzViEXrgTRNGT09mAbz3W8xHuhQwTlIDOMU7jJdT2T7ZPHzWDiw8B4cFvR0RluOxSE6OGE6i1+x8NzY8wVEIDOri7+/PhGVi1bMqx44UiYs2fP8Jtf/4ply6/lyquuGrYVBaC1tYU+r5fbbvsYNTU1/PWF5/nTHx/mrk/eTWlpKVOnTmPLq69SV1d73gqIx+Ohvb2dq6++mui2ddpUV1ezdOk1XLP0Gnbt2kVHewcHDx7k9jtup7i4hF/+8pe8//5+6uvr+eKXvsjs2Vfw3X//LmvXriUnJ5umpmYikQhbt27liiuuwOPpJRgMcfPNN9Pn9SLJEhEpgtfjJRgMYjQa+dnPf8pf//oi+99/n2/+2zfZvHkzp0/X8PTTzyCKIj/+yY/p6+vj9o/dwayZM+nu7uLHP/4xJpORX/z8F3R0dBIMBmlrbWXy5MmDymS1WrHbbPT29nL06BF++tOf0tXVxemaGn7961/R2dnJN//13zhz5gzBYJAbP7qeu+66i5qaGn70wx9x1aKryMrSF/jr6FyOpNOpJpshVLtZJYaNU0ISrie+Vy9OVyWE6fBBcp99Ept6+emhA3gOH6TzjrsJT54yeJucfoRQNxnNvyNHfhvR3r+wXWglO3CEjjO78Li/hGzSVmJkZI75jvPtzl/Q7QggWqL+243s5a3uA3wlfC/XZC5KWFR76SNJErW1tZw4cQKPx0NpaSkzZ84kFAqxceNGNmzYQE5OGorfCDl79ix+v58pU6YAcPz4cURRpKqqiogU4eiRo+Tk5NDQ0EBHRwezZ8/mscce46GHHmL79u1kZ2czefJkXnzxRVavXk1+fv5556m9vZ2DBw+yZMkSTCZtpTUUClFdXU1ZWRm5ubn4fD4OHDhARUUFhYWFBINB3n77bebPn6/pzbF3715aWlpYt25d3PWTJ0+yb98+br/99vMuh87FR20hTnWA4cVGHDrIhUWWZawWC3OumInZYh5RGsFgkIb6ejo7O0cUX9EMw5EIU6qqWL1mLaIo8uzTT3Gmpia2PiI8CosS6+sbMBqNuN0lWCwWwpEwoVA0XVmWkSIRDKKBB7/8IB0dHTz+2OM0NjTS1d1FbW0dW7e+ybPPPEtO/64GRqOBVatWkpeXx0033cS2bdt46qmnqautxePx8NaOt1my5GoqKyu58647SP234AAAIABJREFUeeH559m0eTOtra1x+aqYVIEoipjNJgoLCxEEAZPJjNFgpLGhkcmTJ2MymXC5XJSWltLe0U5BQQEOhx2j0YjNZkOWJZ599jmuvvpqzU0Curq66Ovrw5npJL+ggNlzZuPxeigrK0UQBFwuFy6Xk7a2NqxWKyUlbkRRpKKiAhDweDznXf86Ojrjj3Rm5NRhNMPHLCHxpwhHw0ua1g/6O+RY5yxLcXFlWUaoryXn2SewxVa6Dyg7GchkP/0XaDk3KJ4sy8hSGHPn62RJ7yAaDBCRYy/RYCBL/ABLxyvIkaBm/CZ/Ez/u/j29jiCCLCBHZOSIjCAJ+G0Sv/A+zEnvKW3Zw3hplXu0X8OR0d7ezksvvYTP5yM3N5cDBw7wzjvvYDQamTVrFhaLhUgkQiQSIRQKEQqFkGWZYChIIBCISyscDtPX10ckEoldC4VC0XWnAX/cdeXV1dXFnj17CAQC+P1+tm/fzptvvoksy3g9Xnbv3k0wGKSgoIDy8nJCoVDMbbirq4ve3l5MJhNTp07FarXG8uH3++PbmyTR19cXl2d1ufx+f+z60aNH+eCDDxBFkUgkElcmSdW+jx8/zvvvv48sy9TX1/Paa6+xe/duZFmmoaGBrVu39u/mJREIBPD5fDEZPT09dHR0xPKqXPd6vbS0tMTVqdfrjW1wo7yCwYH6D4fDw25X460dXk4ylHYX9/wbY8bcAtLa1o7ZZOLwkeO4iwohfkOzIbFYLKxbfyNVVVVkZmYOHUGDrKxsbDYbhw8f5iMf+Qiz58whIyODpzY+yUsv/pWysgmIokhhUdGI0lfzyuZXWLT4KiwWC4WFhXh6e9m3by/Lli3j1KlTsYVCP/nJT3ngi/fjcrn48pcfYsXKFUycOJHVq1dTWVnJb3/7G0wmY1RJMBqpr6/nUHU1f/u3X6C+vp4//fHPSJLEtOnTKCwsZO/efZw4cYIvP/RldmzfwauvbmHu3LmaeUzs2OfOncPDDz9Ma2srra2tnD17lonlE6k5XRMXrqOjk927dnPffZ+NXQsEAnR3d9PU1Mxv/us3TKyooKCwILb4KT+/gL/+9UXa29vp7e2ltbUVd6kbr9fLgQMHWLx4EW/teAuL1UJWVhZbt75JRcVEJk6cyHvvvUdWVhaVlZUcrj6MIApMnz79vL8jHR2di8dQnaEsJ5wcrOpEkeXomo64MMp//fElKbbtqBI2ZumQ+1eEKB20JPdvsjmAY+cO7P1hhX7dQ1ZtY+oIh+g5uJ++FWsG5V2UAjh6t2K0RkASomegSfRP/ckYxQgO7w58WWuRjFmD1re85X2HdmtvVJQkK1kFIboxqc8e4Znul/h765eGrGf1tsFaa2ikJBZ59Zah5yMjWmLtNBLDd3d3I8syixcvJicnh6lTp+L1ehFFkePHjzNt2jR2vv02fT4f9fX1WCwW5syZwzvvvAPAypUrqaqqorW1lVdeeYWOjg7y8/JYvWYNLpeL3//+97jdbhoaGsjIyODWW28lIyMjJj87Oxu/308gECASidDZ2UkgECAYDNLb24skSbhcLurq6ujo6GDSpEmxzXSUVzAYpKGhgfLyck6dOsWWLVsIBAJUVFSwfv16AoEAW994g5OnTmGxWLjmmmuYPn06hw8f5sCBAwQCATweD/Pnz+fqq6+mpqaGK6+8kra2NrZu3UpTUxP5+fmsXLmSwsJCZKKnX5eWlrJ3715WrFhBQ0MDVquVgwcPsm7dOmprayktLcVms3Fg/wF27dpFKBRi9uzZLFmyBFmWaW1t5bHHHqOjo4Pp06ezatWquEFse3s7W7Zs4dy5c+Tm5rJy5UpKSkpoaGhg06ZN+P1+rrjiCtrb21m7dm1cvQ7VRsZbO0xLRpI8jYWMZOXWLSBJePiRvxAKhzlVc6Z/AWD6FVNWNoEv3P8ACxYsGLHyATChvJycnBw2vfQidbW1yLLM5MpKPnb7HfT09LB373tYLBamT58xYhkK+w/sZ+HChQCYTCY+dc89/OTHP2Xtmuv4+7/7B25YfwOTKyfzNzd9lH/8x3/i0/d+hunTpvGRj3yE1WtW8+/f+Q4333QzZrOFqVOnYndEB/KFhYVYLRbuuP3j/MvXv8GUqins3rOHT3ziLgRBYOaMGXh6e9lwywZ+97v/Zv2N6zEYDNhsVswmM7b+PaJNxujBNdH3RiwWC8uvXc6ixYu5446P89WvfI1//ud/onxiOdb+g3oEQcBisbBj+3Zu/Oj62APHYrHw7LPPceONH+Vb//Yt5sydw9/93dewWCwxBWTevLksWrSIm2+6hfv/9gFWrV7FhAkTMBgM7Nq5k/U33MjPfvZzvvD5z5ORkcGvf/Vr3nv3PQCefupptm3bDsCW115j6xtbz/v70dHRuXRQd7JxM37qz4AkqWYB+5WP6CyijCQpfyXNl7G5iejhDIr7lhRVBpAR5OjL0NGeJH4YU7guqrFIclT5QB5QRABTpBFZCkQ3Y1HFlWWZhkgzITmCIMvIUr+ihYwsR5MTZDgZqYmFT1YGZaMXtQz1gES5pxlPdf98ZKSMl1Bup9OJ1+vl4Ycf5vXXXyccDuN2u5EkibNnzxIMBjnX0kJ1dTXr1q1DkiSee+45rr/+esrLy9m5cyfBYJAtW7aQkZHBxz/+cRAEtmzZQl9fH6dPn0aWZW699Vba29vZuXNnXH4yMzMRRZHOzk7Onj1LaWkpBQUFHDlyhK6uLmw2GyaTie7ubtra2uLKqJQ5HA7T3NxMIBDg0UcfpaKigltuuYXGxkbq6+vZv38/p2tq2LBhA7Nnz+a1116jo6ODrq4u6urqWLp0KStWrGDnzp00NTWxbNky5syZw8GDBwmHw3zmM5/B4XBw4sSJuLyXlZVR3+8R0tjYyNKlS+nr66O2tpb6+npmzJhBe3s72958k6uuuoobb7yRffv2cfLkSSRJorW1lcrKSlavXs2bb77J/v3743Yq3b492ufefffdZGZmsmXLFnw+Hxs3biQvL48NGzZw8OBBGhoaYpamS7UdpiVDlaexlpFYbrUM9cSLbgHpp7HpHJC+RqhmNPwqAbKysli99jqee+ZpHnv0EWZdcQX5+fl0dHRiMpuxWCysXrOWgoKC85b1i1/8PDbAB7j++utYuXIFPd09OF3O2L3169ezZs0aQqEwNpsVURRZt+56Vq9eRTAYwtGvePzhD/8HRJWZ+x+4n3s/fS+SJGG1Wunq6iI3NxcAm93Gj378I/r6+hBFEYvFgiAI/Os3/xWANWujs3er16yO5W35tctZfu1yAB544H7uu++zGAyG2Fke//RP/xgL+9BXHqKnpyfO9eqLX3yAL37xgUF1MG3aNH75y/8Eorsz3HPPp7jrrjuJRCKxw3Lsdjtf+tKXWLBwAXa7PaaxP/X0xlg63//B9wfkP/TldL8CHR2dywh1RxpnHUm8pnzWuq9SXgYx6OwiQXUyXX96okF7hlKWkQUzEEo6tyZjjlpVEuLLsoxJNiIAEkJU25D7y6GcJSeABfOIBhQjGYBcLBlZWVl88pOf5NChQ5w+fZq9e/dy1VVXsXDhwrgB2Jw5cygtLaW8vByr1UpZWRl9fX00NjYSDofp7u5m8eLF5ObmsmzZMl588UU8Hg+SJDF//nzy8/OZMmVKzOKiYLfbyc/P58SJE7S3t1NaWkooFGLfvn2UlJRQWFiI0WiMU2pTDQ7dbjenT5/GarWyZs0acnNzee+991i4cCGFhYXY7XYOHz6M1+tFkiRKSkooLy9HFEXeeOMN+vr6qKioQJZlMjIy6OjoYOfOnUydOhW32x2X9/z8fDIyMjj4wQcEAwGKioqoqqriwIED9PT0xMobCAZpbW2lq6srpkxJkkRBQQELFixAEARmzZpFXV0dEyZMQJYHDrZbsWIFLpeLuXPnsmXLFrq7u/F4PCxYsIDCwkJuuukmnn322bTa5Xhuh5eLDLUFRZLGjwVkzBWQ4agezzz1FADd3V2x96PF5MmTue3223l/3z6OHT3Knt27ycjIYGJFBfPnL6CyfzHa+ZKdnT3omtlsJi9/8C5eZrM5TlmBqKKRbAEaELcIX1E+1Ix032fFypGK89kOObFcCxcupLikOLZtnI6OzocPrUF54vXBJ6EPzPIlum4NUjbUVhPVS+364C2vIKe9NXoqcsy3Iep+FbVHgK+oSLNjj0gifcZKHByJLlI3KP5bQP8hyz5jBRHZrDm4mCxOwCi/R1AM969xF0AWkAUZRAFZkphnmJFU+RnJQEMrXrK0hns9XRmK5WDZsmUsWbKEvXv3Ul1dzZw5c+Jmgk0mU6zs6t19EhUB9SxwYlxlTUViHZaUlLB79266u7u56qqrEASBV155hUAgwOLFiwEG0k7SjpTXhg0bqKmpoa6ujt27d7N+/XrNfCnvlXWnSnmU6wAzZszA6XTS2NjIa6+9xrRp07jmmmswGAxxYfbu20dBQQEZGRnMnj2b559/Hrfbjd1up6Ojo98DwobNZuOqq66itLSUgwcPxvIhimLSOkycvVfeK2txfD5fXNxLtR1eKBnDDTsaMsaL1UPNOFBAIB0l5IsPfjlWeStWrUoZduXq1SnvJ2PChHKKiooJBgKEIxEMBoOmEqBz4Vmzds2oHo6oo6Mz/hhOh5hskK36QMLyj7iBmxJe3RErA0e1C5YSThn4eRctoXv/e2QR3f9KJn63rS6zBf/M2ZrKERjpdazE6TuJxRQm7hASUSAcMtBrvYaIYANpwPddGURfaV/Ayx1vctrVEt3pqt97SxQEZAGyeizcmL1ukOKkLq+W/7haMVPL06rbQafOpykjsS604mndk2WZ3t5eXnrpJdaujXoeNDQ0YDabNRWJZK4soijidDrZu3cvoiiyY8cOHA4HNpttUFglvjofxcXFNDU1YbfbKSgoiE3CdXZ2kpeXl1RuoiUkEAjw8MMPc+211zJr1izef/99gsEghYWF7Nmzh9zcXBoaGujp6YnlLVGBUae/Y8cOIpEIixYtor6+Pma9kVTtZ+bMmWzbto2qqipsNhvl5eUEAgGcTieiKJKZmRlTdLKzs9m6dWvM+6CxsZFdu3aRmZnJoUOH2LBhQyx9i8WC0+nk7bffxmQy8e6772IymcjIyCA/Pz+mEG3fvj12xluytnkptEOtdNKRkVhG9XeTLB8XUoZamVROQh8PjLkC4i4pxmgwUlJUmHLAeTG2X1UeMEPN9Kdi0qTyUczRhxdd6dPRufzRGpBodbJanSuJA5WENOP/ygPB5ajlQ5LjLSBqBURZDCsgINnsNN/zOaRnN5Lp7cUQCgECYZOJbqeL1g0fR7ZYo2kmzPbKsozPsZCmQBOF4dcwiT4EOQyCgWDYQatwDd7Mpcgy/Ws74stkxcq/uB7kRz2/o87eik8IIMoyFtlCUSCLBzPuIUPIiB2gmIi6HKkGNnH136/lKOXQrPvRkCEnl+F2u5k+fTovvfQS4XCYwsJCrr/+ekwmEwUFBYiiiMvlwm63I0kSdrsdl8uFJEmYzWZycnIQDSIrVqzg5Zdf5rHHHqOwsJB169ZhNpspLi7GYDAgSRIZGRkx64FSDoh6K0ycOBG32x3L56JFi2hvb8flciHLMja7DafTidFopLi4GIDMzMyY23B2/26Va9asYdu2bYTDYWbNmkVVVRWhUIiWlhY2btyIzWZj+fLluFwuHA4HTqcz1pZyc3Mxm82xz1VVVbz22mv89re/paSkJLamVN32ysrKqKyspLw8Oh4xGo3Mnj27f0fJ6HjqmmuuYfv27YRCIWbOnElZWRnd3d1Mnz6dY8eO0dbWxpIlS5g1axYnT54kNzcXo9HIkiVL2LRpE3/84x8pKChg7dq1mEwmrr/+erZv386xY8dYtWoVu3btisvXeG2H6i2sL4QMdZuCoSddhhsnnfCJCm06+bgYCPIY56K5uTm2eKapqYlpM2aOZXZ0dHR0dC4SqTr8ZDOhyvv4z1K/XhHfwWrNJMfuSVLMAtJy7hzOzIyU+RG7OrGdPI65sx0EgUBuPr6p05HtabiJyhJGzxHsoWOIeJFx4DVNJZwxDYShLb3eiJf3/R9QKzcSQaJIyGeOeSYFptFZBzleCQQChEIhHA7HiP3WJUkiHA5jMpnG1PddlqNb7BoT1hQFg0EMBsOwLP6yHN1K+Hwn6pSjBRLzlCyv6vvBYBCz2Ryr061btyJJEqWlpRw/fhyv18utt96a0mVc5+IgCALhcJji4mJEUYxtHnQ+B3iPSr7GiwIiSRKNjY26AqKjo6PzISHZgD+V+0EqlyotpSPO5UprPYAk0dLaijPDQSQSGeQWAvGuIql8xtWzosniJN67GDKGCp8sX8nSvBAyhpI5XBkXqm4vhoyxaCPnK6O+vp4DBw4QDAaxWq1ceeWV5OTk6O1wHLTDRAUEomumRmsjp5Ey5i5YCuNpZb6Ojo6OzsVHq/NU9w3KdbUlI0aCEqJ+n/hZWUsuy/3rRhL895W8aCk9qT5r5U0QoovF5SThNWXIg08ROB8ZyepL+aTkQ6tc6oHQ+chIjKP1ebgytMIn5ltLZmK+LoSMC95GLoaMYbTDkpIS3G53XJzE35PeDseuHapdTJUNG8aaMVdAlI5lvFSIjo6Ojs7FR/GrVpPYucbN9sWFHTj7Qx1XTarFyzLg8/mSrqUAAUHQGAgl7bOUmUeNgU2KOMOXoT0DeqFlpGZkMobHyGWkXxZh2N9fooyhZQ1fht4O9XY4XBmK2xXEK4VjzZgrIArjpUJ0dHR0dC4+iXOU6hm9uJlR5XpcuPjtd5G1XbBgwO0qum4kGlaSJErKypDleGuLQrJrasVIfX+44dONcz55SpbPVAObkcoY7XJfjjIuVBu5GDL0dnjpyejo6IjtgjVexttjroCkqojuzo6LmBMdnQuPxWrDqjqrRUdHJ57EPkHpUNOJE/tL/HzmgCJCTDlRriu7YZWWukepBDo6OjrjB1mW6evriz0Hx8t2vGOugKiJdjRK1xH9XFpaOqZ50tEZLYLBIJ1d3WOdjUuWQCAQt0V2Z2c3PT09Y5ijC0N+fh52++WrpA539k1LuUi8lhg++at/56tYOGLXdHR0dC5XFMVDy0IyVoy5AqKe3RoPFaKjozM+qatrpLKy4v9n77zjoyjzBv6dbdnd9LJpBAi9BAi9NymCDVGxY/f0FO9O71XP8/VsZzkVPV+xA8qBIgqooIAgovRO6AGSENJ722zfnZn3j80Ou2lgwURvv59PPtmZnfLMM7PPPL+uLFdVVQcs/x6w2eyYzfW/awEEzj3Wt+Tj7L+u8ecWj+m/ndQguDTEfZwVQoLvniBBgvy+8R8n28OY1+Y2mKadEMyEFSRIkP9OtNo21wm1KU2sHc24Yyn+z8o+Z1P5erO8NLJ6QJPPvm198SC0g5dxkCBBglwoGifhCAognJ9/b5Agv3dsNhurVn/FO+++z3vzF7Jm3TdUVFa2OEhIksTKL75k4QeLsNvt53WO3Nwz7Nq1G4/HQ0FBYUDGH7vdzsbvNlFfb/lZ17Dxu++pq2sfbmYnMk/wxhvzqK+vB7zX+Npr/8Zms51z308//Yxdu3Zd6Cb+1yIIQuAf/p/PChe+dY33BX9XrLPfewMsA7f1F2YUH+hzCDpBggQJ8nuhOU+j9jDmtbm67cd0wuEjR/lmw0aiIiMRBIGI8HC6d+/KqaxsJk4Yx969+5k8aSKnsrNJSkwkMSHhArY8SJBfDo/HQ0VFJX369CY2Joai4hKWfLSUWVdfRceOKTidTiwWC3q9HoPBwMmTpzh27DjXXnM1Wq2Wuro6HA4nRqOBsLAwLFYr+pAQtFptg4AiUG+pp7SsnKrqat59fwF//tP9mOLiUKlUiKJIUVExbrcbWZaxWq04nU4iIiIQBBVOpwODwYAgCNjtdjQaDVqtltq6OpAhIiIcj8dDUVEx6QP643K7qautRaPVEhEe3qTKb35eHlarVVlWa9SkpHTEaDT+Yn1aXV3NiuUr0Ol03HPPH3C73RzYfwBRFJFlGYvFQm1tLREREQ3XeXaQPnXyJDqtDkmSMJvN1JvriYiMIDIysuFeVSCKIrGxsej1eioqKohr6MuamhrCwsLQaDSYzWbMZjOxsbEYjUbcbjcV5RUgQFxc3M+uZPxbpdlxXw7413QbuWkuf992TbR6LcSABK6XAqqhBwkSJMjvEf/g8x+XyvjC0uYCiD/nsoZYrFbCwkKZMnkiGrUGjUaDDNRbLLhcbqqqqykvr2Djxu8ZMKA/EWMiCAnRkZefj1qlJjk5CbVaTVVVNYJKwO1yk5SU+OtcXJAg50Cr1dKta1c6dkyhT5/eWK0WDh85QmxsDN9v3oLdZsflcpGe3p+TJ7NwuVwUl5SgC9Gxe89e9Ho9HreHiyZOYNfuPaSl9aFrly4cPnwEtVqNLkSHKIrs2rUHp9PJsWOZjB41Ar1eH9COwqIidu7cDbKMRqNh1KiRHDp0mFGjRmAwGNi9Zy/du3cjP7+AvLx8BEGgS2oqffv2BrzB9l+vWYvb5cbjcTMwPZ20tL4B58jKOsUP33+vLHfs2Ilrr7/+FxVAAIYMHcLGbzcyZMhgevXqpazPy8tj+fIVCIKAy+XisssuY8CA/k3GoIL8ApYtW4ZGo6Gyqop7772HEydOcvDgQTRqNfHx8cy4cgbPPvNPXn7lJYxGI++9+x6zb5mN2Wxm/TfrEQQBlVrN9ddfx9q16ygtKUGSZdLS+jJz5sxf9Hp/67SUXlJuQfho6Rjy2YWz6xq7Y8k+K4qE3OC2FbTIBwkS5PdIe3O/gnbgguXjfDslLDSUpKQkkpOTSEiIx2a1sm/fAeX74ydOUFRcwrHjmZSVl/Pe/A9YvvILPvlsBV+v/QaXy8WCD//Dm2+/x8HDRy7kJQUJ8pPRaDQkJCRQWVnF0aPHED0iF0+dzIAB/dmxYxepqZ2IiYlh6JAhlJSWMWhgOhdPnYLH7aG0tJSCggLMZq/rUXlFBZVVVQCo1WrGjhmFXh/CgP79mtXAr127nq5duzB9+jQqq6o4euwY5RWVFJeU4HA4KCgooqqqmrXr1jN1yiTGjxvLD1u2KK5OVVVV7Ny5m9GjRjJ48GDqmslUNSB9ICkpHZU2DR85kqioqF+8H7ukpnL//ffx+r9fp7ram9bb4/GwevVXJCcnc8cdtzN40CBWLF+OxdLU/ezI0SPU1tZx8+zZDBw4kJycHH744QdGjBjBzbNvJjQsDKvVytatW/F4PADs33+Aqqoq1q1dR1paGrfffjtGo5FvvlnPp8s+ZfyE8Vx99VU4na5f/Hp/y/gLAM0FmzcupNW4hkBL74+WAi/PWkXOBqcHCRIkyO8Vf0tIe6DdWEDOV/O0feduMg4dRhAEBqYPYFD6AGz2sz7d48aMIT+/kOHDhmC1WskvLOThB/9MdU0NS5YuY8L4sdRbLFx95QyGDB54oS4nSJCfhSzL2Kw2wsLCKCgs4sjRo2Tn5CDLMkajEY9HRKNWEx4eRqeOKezfn8F3m36gtLS0ibWhsU98aGgogqBCb9A3yQUuI3Py1CmqqqvYvGUrdpuN2NgYUlM7cfx4JipBTWioEY/Hg81mY/FHSwGwWW0Ul5QBEB8fz+BBA/lw0WKSOyQxZtSoJtcXHR1N37S+lJaWEBsXR1pa2oXRPgsCo8eMZs+ePXz99Ro8Hg+iKFJXW8eYMaOJjY2lb1pftm3bhsViITw8PGD39PSBfLX6ax55+BH69u3D6NGjcDicvPbaa6R0SGHSpIsw+NV18Q3wLpeLrKxs9u3bz/LlK7DarFw0cSLXzLqGF154kW5duzFt2sX/9Vr35iwdPloTMBQ3gkaWkQBhoyHosvExGrtjSXKggBMkSJAgvycaj3/tpRhhuxFA4PxeAKNGDGfW1Vei0WpRq1Tk5JxucVtzfT3IMuvWb0CWId5kwma1EW8y0aFDUvCFE6RdIcsyLrcLu8NBWWkZp7KzGTd2NDU1tfTt04cJ48dRVVVFaVkZoaGhgDewesuWbaSmduaiieNZtXoNMjJarRazuR6Hw0FFZSUdkpOanMvj8TSZAAsIJCcnMWrkCHp078aBjIN06NCB+HgT+/cfwGZzMGjgAELDwggJCeHqmVeiUqk4kJFBcnIix49nUldXR3JyElOnTOZARgZfrFpNnz69A86v0WgYkD6Q06dPM2XqxWi12gvatzfdfBOvvPwK+fn5qFQqQsNCKSgoJD09nbwzeQBNXNEA6upqufW2W0hISGDB/AUsmL+AiRdN5J133qakpISFCxbSo2cP1Go1lZVV2Gw26urq0Gg0dOrUkT59pzFq1Cj27dunxIosXLiQgwcPsmD+AqZNn4ZG066G4V+VlrJc+Z7L5iwb/lmwWnqFyrIMgqAIIb5MV4HZsc7Gi0hy+9AIBgkSJMgvTeNEHKIoNonLbAvazZvvfANj1Bo1IQ3Bta3hdLmIN5lwezyMHzcWl8vF2nXriYgIR6NWt4vODxLEH6vVyvLln6ML0WHUGxjQrx99evfGbK4n53Qun362HJfbzZjRo9BovM+vRqMhIjyc3Xv2ciDjICoEsrKy6du3Nxu/+57Dh49gt9sDBBC1WoNBr2fDho1cdul0RZjxMe3iqXy36Xv27t2P2+NmYPoATHFxJCQkkJ+fz6xrrkKr1TByxDA+/2IVCJCUlNgQpA66EB3HjmeScfAQokekV6+ezV5vZGQkM2ZcSXRMzIXpUD/9QocOHZgwcSIHDx5Cq9UyedIk5s+fz9q1a5ElmZtuupHIyMjA3QVvtrEPP1yETqejqrKKW2+7lfz8fBb/ZzFGYygREZEkJCRw1dUz+dvf/kbHlBQEQcBgMDBu/Dg++WQZa9euRafVcdfdd7Jz506+WfcNISE6evbs2S6q0bYrZNl72/yFYkEIcBkQfIKFskvLrlcIAsjebRsXG2wuI1ZQKRUkSJDfI3Kjca4Yuqg6AAAgAElEQVQ9WEAEuY1bUVZWhiiKeDweSkpK6JPWT/nOXFsTUAl9x67d5JzO5YZrr1EEkBMnTvLZys+57ZbZfP/DZq6eeSXbd+7imw3fcvcdt5KfX8jKL1ehVmu44rJLmDr5IhYuWsz1s67GZDL96tcb5L8XXyV0w08ItPZmbbJiMOibaMwlSfImaAgNRZIkJElCq9XicrmQJCnAReh88Xg8OJ3OJsJJY9xuN263B4NB32TyZrXaGibjTb/7KWRn5wYUHmy8/GPxZbiKbMiq1xJutxuzuZ6oqEhFcWGz2bDbHURHRylChMViQafTBcTViKJIbW0tUVFRAft6PB7CwsKaCCBut5uqqhoSE+N/8nW1d1pLA9n45dhc/Ibk51oVkFq3wcohNsp37/tNSKKIJMtIkogkndUESqJIeUU50y+++Ne4/CBBggT51Tly5Ag6nQ61Wo1KpUKlUtG1a9c2bVO7EUBEUaS0tJRefc76rzcWQH4qPr9vnU4X1HAFaTN+jgAS5JcXQNoj/y0CSHNauJY+++/jL4TA2Yrm/kW2Gn9u/CfLMpIoIirLEuXlQQEkSJAgv09kWebo0aNotVpUKpUihHTr1q1N29XmLli/hvyj0Wj+q/2sgwQJ8tvA7fa0dRN+NVqK/2htu8buWE22ls/GdQQeq1H2K7/1siS3HEwSJEiQIL8DWlL8tCXtalbu7ZTAyrZBggQJAtC5c6A11GSK5fTpvDZqzYVBpRJISPj9Wj9ao9ksVy1sI9A0pqNhx0aZsc7W/PAXSs5mypIb4kOCQehBggT5/SNJEmq1ul2k4m1zAaSpS1Tgsi+3fpAgv3VEUWzrJvymaZx4IjIygsjIiDZqTZBfgwAhxC9drtQQrC77bdNckS1ZPvtG8S9CqBzbK8kgBJVeQYIE+R3T2ALSHhKgtLkA0hoarVYpoBYkyO8BrbZp4b8gQYIE0qyLgM+64RMgCEzF6/vcOH3v2WPJDUmx5AZhpqEIoX9K3iBBggT5neGv6PdZQNqDG1a7FkCMoWFt3YQgQYIECXIB+Hm+yH7uWnjdsZpLy+tvJTnr4etXlEv5/ic2I0iQIEHaOU0tw03rK7UFbS6ANO6E7KzTzfv2BgkSJEiQ3zyN89H7r285E5aMJPlbNGQlla5v2Zv1yrdOQpb8U/J6M16JoqR8J8m+9LwSVdVBS3uQIEF+n/jGWUmS2lUm2DYXQHz4XkYDu3Vq0RvXeug4zn0ZyPUWVJ1SCB03Ep0ptvUDu1zgdEBYGAjn8HlzOsHjBmOo19zvdoPHA3r92cJYogh2G4SFn90vMxMcdjiwHyoq4LHHz/u6W8TjBqsNQo2g0Xrbsm0rLFkM774HupAfdzxZBqsFQvRwIatOyzK4XSDJEBISUFDsZ2G1etut1bZ+TI/Hey8MRmip2OQLz8GYUTB8lLcffdtJEtisoNV52+7D7QaX03vM1vwmfc9aaJh3O1n27qdS/7Q+lyTvPfMdrzUcDu/5w8N/uT4PEuQC0JL2rbnq50ra3UbZrXwBlL71kiierfLrl25XqfUhSV5hpOG/JHprgUiyhCiKlBs0F6QQoSzL1NTU4HQ6SUhIaBd+1+2dmpoarFYrcXFx6PV6RFHEZrM11Bxy43K5CAsLIyoqKmC92+1GlmVMJpNSi8flclFZWYnBYCA6OrqNr6x57HY7AHr9L1MvqS1wOp04nU7l/rjdbmJjY1usI+XxeLDb7QH3NDw8nKioqF+55e0LT301ll0rsB/4CqmuBEElIKhQ/iP4PgsIAghaPaqENHRDbsDYcxSCuvkpfdACcg7Oxxwfmt6X0PS+rW7TBJ3O+3c+hIQETjx9E15/1OpA4QOgtARysry2/Jtu+nHtawmNFvwrM7vdUJAPN8/+8cIHeCeljdt9IfCWwv7lj3uOgngKGs25r3PoUEjq4BUo/FGpmt+3ueegORo/a4LgFfh+KioVhJ9nkLVe7/0LEuQ3RHO1QM5WMD8b66FqSL8rn93x7H4BrlRN64couxCYOUvmrAXlxwofvsK5tbW1REdHEx8fH1CA0sfBgweZO3cuFouFmTNncscdd5z3Of4bOXLkCHPnzqWyspJp06Zx2223kZeXx2uvvYbT6cThcOB0Orn66qu57bbb+POf/6xMfh0OB9HR0TzzzDN06dIFt9vNokWL+OqrrwgPD+exxx5jwIABbX2JAezevZtFixahVqu5+uqrmTBhglKw9LfEkiVL2LJli3IfHA4Hf//735k4cWKz2x86dIh58+YF3LtZs2Zx5513/sotb19Y9nyBc8dHYKlHowa1WoVKLaDSyAhqAZVGQKWWG/4LqDQuBOdRrDvexGGMxtC5X7PHbWxpbryurWhXAgj8RhPwTpgAo0aDWuUVHC4EBgPccJN3gh3k5zFpStBKECRIO6BFpVPjOI5mXLP8A9Bb2peGbWTwCi1+634Ksizz1Vdf8eqrr5KTk4PH40Gj0RATE8Mll1xCXl4evXr14plnngHghRde4PPPPwdg06ZNXHfddS1qhX8r/PDDD/z9739v9rv+/fvz/vvvK8tz585l5cqVjB8/npdeeklZf8UVV1BZWRmw7+WXX05lZSUff/wxsiyTmZnJ+PHj6dKlC0OGDOGFF16gvLxcOY8sy9x22228+OKLbNiwAYDU1FTq6+sBsFqtPP7449TU1AAQFhYW0La2xuVy8dprr7FixQoEQSAzM5M+ffqQlJT0o4/l6+fmmD17NnPmzAG8LjjXXHMNpaWlXH/99dx///3odDoKCgp48sknOXHiRMC+c+bMYfbs2ec8/8UXX0xOTg5z585VrJOtCdu+e/rEE09gsVgASE9PP69r/T1j2/sFQr0Z48AphE26G6m2EE/ePjzZ34OzBpUaVBoBoeG/SiMgiR60rmLcZ/a0KID4aJwxsK1pN7NZxfzu8fw2hRCfYHAhU62qVF63nHaQv/k3jyx73bWCBAny6yM3ZKJqZMlAEAIFDv8XZcM+gn+6XZ/1wm8ZUVS2lUURQZahwf0KUTw7hvr+RAm5wYWrNa2gx+Nh8eLFzJkzR5nIPfLII6hUKv71r38pGt1rr71W2ScqKgq1Wo0oihiNxnahdfy59OjRg/Hjx7No0SJFiNBoNPzpT39i1qxZynaSJPHxxx9z+PBhjh8/zv/+7/8SEeG16D7wwAN8//33LFy4kPr6eqZOncrEiRNZu3YtarUaj8eDXq9HrVYTGRnJ3XffzbZt21ixYoVyfEEQGD9+PE6nk507dyqCh//3YWFh1NTUoFKpMBobWbzbGLVaTVhYGAaDAYfDQXZ2tjIZ/7FcfPHF5ObmsnjxYmw2GwDh4eH88Y9/ZNKkScp2mZmZfPfdd1itVgwGAzNnziQ1NZWYmBiuv/561q5dy1tvvYXRaOTGG29kxIgR53X+Tp06cc8997B27VqOHj16zu1jYmL405/+xOeff86WLVt+0jX/HpHqS9FqBFR6A5qkHpDcm5B+FyO7/4r74Ao8R1cg2MtRqWRUapBEEJ0SHocH2V7b4nHbg7DRHG0ugDQ2DQluD8GytEGCBAnyO8bfwiFzNg1uwz+frcIrXHi/FxSBA0XgCBA8ZMkbeyZJ3vWShNAQC+J9U0sIsjfo3CuQiMiShCxKCJ5zK46OHj3KvHnzcLlcpKam8uSTT9K7d28A5s2bR0REBB988AFut1vZ5+mnn8ZkMmE2m7n22mvb3ST4p9ChQweef/55IiIiePbZZ/F4PMiyzMSJExk5cqSy3bFjxzhy5AgAFouFxYsX88ADDwAwbdo0+vXrx9atW0lNTWXRokVotVo6d+6MIAiKC1aPHj0Abw2g5lzcAEJCQggJCWkigISFhfH222+zZs0aIiMjlXO3F9RqNU8++SRDhw5l1apV5OXl/WT3qwEDBvD6668TGRnJ3LlzEUURrVbL6NGj6dOnj7Ld999/j8vlAiAjI4OsrCxSU1MJDQ1l+vTpjB49mvnz53PLLbfw8ssvExZ2/plI1Wo1BoPhR7W7vcbltBWCSkCtUiGVn8D+w9uoQqNRx3dDkzwA7dCb0XQdjXj4Y8he69WdOCU8TgnJ6R0nWzxuM4qP9iCUtLkA0oT4+N+FlihIkCBBgjSDT2BovE756C+cNAgavvV+fwFCSIM1QwAQvYIFPsuHzwrSYP0QfJYQv2XZ4znneyc7O5ucnBzAaw3xaZoB4uLi+Mtf/sJnn30WUDw3OTmZZ599FlEUWwxA9xUoValUOJ1OKioqMBqNxMTEKG3yeDxUVVWh0WiIjW058Yosy5SWlmKz2QgLCyP+HO9TURQRBEE5d2VlJeHh4YqloiU0Gg033HADL7/8MhaLBVEUWb16NZdffrmyzdKlSwPu5QcffMA999yjCBJms5nCwkKeeeYZpchoSkoKzzzzDC6XC61W+7OC9tVqNZdccgmTJ09ucWLvdruprKxElmViY2Nxu93U1taSkpISsJ0kSdTU1FBVVYXRaMRkMhES0nKso9SQCEGj0eB2uykvLyckJISYmJiAa+rcuTN33303a9euZdy4cZhMJuU7WZapr6+ntraWyMhIwsPDKS4uJiYmpllBVqPRMHnyZJYuXUpBQQF1dXXs37+f6dOno9PpsNls7NmzRxGQzWYzGzZsYOrUqcoxtm7dSmRkJBdffHGzwkdNTQ01NTXodDqSkpLOKTDJskxVVRUOh6PFOKlz7e9wOCgvL8fj8RATE0NUVFSLz7Tb7aa6uhqbzUZsbCzh4eG/qfmkIAio1CC46hELDuCxlqHSqBCT09Cmz0LdaQTCiPsRJQ/isW/wOCVEh4THJZ/XZN7f9ao99Eubp+RonO2kPXRKkCBBggS5cAiCoIz1P2bsb7yP/7qWEpm0tN43ETxfTaB/mwsLC7n33nvZsWOH8n3fvn258cYbkWUZq9XKnDlzGDJkCN26dSMmJga9Xo/FYmHHjh3MmDGDvn37KhPZl156iffee4+uXbuSmppKYmIif/jDH6iurmb9+vX07duX5ORk4uPjGTlyJEVFRQFts9vtzJs3jw4dOpCSkkLPnj1JTk6mV69erFmzRhFyMjMzmTZtGr1791bO/e677yr7durUiejoaG6++WZqa1t26QDo1q1bgHvPZ599pmjXXS4XH330EV26dFG+z8rKYv/+/crywYMHiY+Pp1evXrjdbubOncvQoUPp3r07iYmJdOnShYyMjPO6N43Zv38/48aNIy0tjU6dOqHX67n99tsDtvn3v/9NamoqKSkpdOzYkcTERIYOHRrgRgawfft2Ro8eTVJSEn369KFz586kpqbyzjvvKM9OXl4eEyZMoF+/fiQmJhISEsJ1113HunXr6N27N506dSIxMZFZs2ZRWlqqHLu8vJzLL7+ckpISHn74YcLDw5Ekib179zJ69GhiYmLo0qULMTExjBgxgn79+gU8c/4IgkC/fv1IS0sDvMLl7t27KSsrA6CgoIDjx4/Tt+/ZRD6ffvppwPP/xRdfYDKZuOiiiwKOnZGRwaWXXkpcXBw9evSgc+fOxMXF8emnnyrPVmOOHDnC5MmTSUpKonPnzvTv35+1a9e2et/8qampYc6cOSQnJ9O1a1d69uxJUlIS1157LXl5eQHbejwennvuOVJTU0lOTqZ79+7ExcXRtWtX0tLSSEtL46abblL6or0iCKDSqND2HEX47f8h/A+fEzL2Pqg4gufbvyNlf4tgjEUz+Rlk0yCv8OGUkdxyq45D/mNsc2NoW9HmAogPX8e0h075pfB4RA4ePsqRY5nY7Y42a4ckybhcZ9NSut2SklP/QuM7n8Mh4nKJbX5/RVHG7TkbQyNJMk7X2QG0usaJy3V+MTYOp0hFxYW/rza7h/r6s24dDoeIxeJutS9rapzk51uornb+In3ucDg4ePgoR49n4m7nsTMeUaSy8qfXdaiorKKyssqb7tXtxl1Tg+zx4CwtQfK4W9zPXVONIz8f0Wr9yef+pZBFEU9tLbLHjcdch+jnW557Jh+LpW3b2JwmrrUMVo3XNZfVpaVtmzvvTwnC7Ny5M506dVKWDxw4wLhx4xgyZAjPPfcc27dv57nnnmPlypXodDqmTZtGREQEhYWFOBwO5fydO3dmzJgx5OXlUV1djSzLfPDBB7z55pukpKRgNBqRJImPPvpIiTMxmUwkJCQAsHfvXp5++mmcTicAdXV1PPjggzzyyCOUlZXxr3/9i9LSUv785z+Tk5PDDTfcwOOPP47H48FkMjFixAiKioqUc//73/9mwYIF9OjRg8iGzIuff/45r732WouTSx933XWX8rm+vp41a9YAsGPHDurr63n22WdJTU0FvKlaN27cqAQpr169mlGjRhEXF4darWbYsGEkJSVRWFiIxWL5WeNWSkoKl1xyCWazWbFw+Cs7n376aR5++GEcDgdLly7lxIkT/O1vf6O2tlYRvBwOB6+88gqTJk3iwIED3HrrrZjNZlasWIEsyzzwwANMnTqV3NxcYmJimDVrFnV1dVRUVCBJErt27eLxxx8nKSmJyMhIZFlm1apVAcH4H374IbGxsSxbtoyePXsCcPz4cW644Qb27NnD1VdfzZEjR1i7di1arRaXy4W1lfElPj6eoUOHKpaJjIwM8vPzkWWZ3NxcQkNDefnllxXhu6ioSAngr66u5ocffuDyyy9XngNJkti0aROzZs1i/fr13HDDDRw7dozJkydjNpv5wx/+wLx58wKsfj4++eQTVCoV/fv3B7wWxJtvvpkDBw60eu9kWWbv3r1MmjSJ9957D5PJxMaNGyktLWXixIl88cUXDBs2jBUrViCKInV1dVx22WU89dRT1NXVsXTpUo4fP06fPn3Iz8/nxIkT9OnTh8mTJ/9oF7FfG0EFghpwWZBqC0GW0Pa9HN11S1B3HIa49z3E3G0A6IbfhhQSi+iWEF2tCyBAk99Ae6DNBZDzeZG0J1y1DvJXnDj3hkB+YSFPPvcy5vp6JLntAsezss28+NJh6urclJbaefW1Y5zJ+2nBbj8Wp1Pi089yeeFfh3n+hcMs+zQXm63tJrDHjtey7ptCZbmszM78BaeU5aXLTlNYbGtu1yacOmVm3luZv3gbG5NxsJpvNxYry5knatm8rQyxFSHy5CkzSz85zbJluU28XX4KkiRTZ67n9bfmU1BQeO4d2pDamlreWbDoJ++/4ouvyMo5DYCrpISShe/jrqwk60/34/bTXjbGdvIERe/Mo37fnp90XuuxI5h37fxJ+zbGU1dH6eIPcZaWUrFyBTXffat8t3X7Tr7fsr1dj7c/xxLeeN9f6jrT0tK46667mrjeHDx4kKeeeoqrr76a++67j+PHj6PVapkxYwbz5s1rcpwOHTrwyCOPMHDgQGVdamoqK1euZM2aNYwbNw7wupPU1dXx5ptv8s033zBnzhzFVen48eOUlJQAsGrVKpYsWYLb7SYuLo4//vGPmEwmnnrqKeLi4rDZbMybN4/169cTFxenTIp9DBw4kC+//JK1a9cyc+ZMVCoVLpeLjIwM6urqWu2TKVOm0LlzZ2V50aJFiKLIunXrSEtLY+rUqYwePRrwauS3b99OaWkptbW17N69m5EjR6LX61GpVEyYMIHHHnusVdem8yUhIYGHH364iTUDwGaz8eqrryrLkiSRkpLCQw89xP33369c8+bNm3nppZfweDx06NCB22+/ndDQUCZNmsSECRMA2LJlC2+//TZqtZo//elP3Hjjjcpxo6Ojeeedd1i/fj0PPfSQsv7LL79UPs+ZM4fFixfTvXt3Zd2aNWs4c+aMsmw0Gpk6dSoffPABKSkpiuDZHIIgMG3aNKUPKysr2bx5Mx6Ph507dzJkyBAmTpwYkI74jTfeQJIkduzYQW1tLTf5lRKwWCw8//zzSnvmzJlD7969mT59OuDNNLZs2bJmrWV/+ctfWLduHV9++SXDhw8HvG5ff/zjH1u9hurqal577TWOHj2KSqXioosuYsyYMZhMJh566CGMRiNVVVU8+uijHD16lG3btrF9+3bAqyQYPnw4HTt2DLDidOrUibvuuuucroVtjuDNbiUV7cO57nHc215DKj6AYIxBPe4xpPCuOLZ/gORyoO7QH22PixA9ApJHOud7vj1ZPny0uQDyYzrDarVSWFh4Tq2MP6LLQ31WNY5yK3JDlVxXjR1LTg2S23scj92N2+rCVliHrbheaZPkFKk/WYWt0Ow9ltNDfXY1pz84hL3UgrvO0Wr7q6pqiI2JYszI4YS2EHwoSTIlpXaOZ9YqE3OHU6S6xklxiY2KCgeSJCOKMnV1LgoKrRQU/jjtZWmJnbVrC/nuhxKyss0sWpRFRbm37Rarm1PZZixWr2bX4RCpt3gFlcIia0NlYaiqdnqtBU6ROrPrvM/t9khkHKpmYHoMM2d2YtP3JWRmegf4ujoXFoubrByzouGvr3eTeaKWeosbUZSoqQ0cqOrqXNjsHlxukZzT9Zw8WYfHz6JRXu4gN8+Cy+1d5xEl6sxu7HYPJ07WUVJsY9/es9rx/AIrhw/VNEywXYwbk4gpzjt4+661osJBfoEVUZSV+5N7xkJZhZ3sLG/goyTJ5J6xNGwnYa53BwhakiRTWdn689KYOrOLU1lmKiudlJV7NagWq5uoqBDS+0ejahhQbDYPmSfrKCy2KccfMCCaYcPiKCy0KgOTLMtUVDo4lWXG7faz+lQ7OZNvobbOFdCX/hiNBiaMHYUpLobq6tZdM34M1TW1eDweCgqLqW/QejqdTs7kFwQElTqcTnLP5GG3O7DabA2+xdVIkoTL7cZs9m7rdDoRJYkrL78k4Dw1tXVYLFZOnzmjaOvq6y1kZZ8OsE46nE5OZefQu1dPBEFAstuwnTyB5HRg3rEDyeYtGibLMs7CApzFRcgN41FY+kBCkpIRzeaAc7urq7HnZCH5vXQlpxPH6RxcJcXIsozHXEftli1Ur1+Hu7xM2Va02RBtVpwF+bhKvRNOyeHAduokbl/1blnGXV6Gu6YGZ2GBN7Da5cKWdQrJZsORm4uz+KzLzojhQziVnYPVL4bBYrFSVVX9E+7ghaE160dr63/M7+vHvogNBgN33303K1euZNy4cWgapUSvrKxkxYoVPPTQQ0p2qJaCbFUqVUAsx9ixY+nVqxcmk0nRhAP069ePgQMHEh4eTs+ePRUNrsPhUDThixcvViZ0gwcPJjzcW8soKipKCZJ3Op28/fbbgLfgnb8vvi/VbVRUFL169VKEHJvN1upE0XesSy45+1vLyMhg3759ZGRkcMMNNxAbG8uoUaOUdmdmZpKZmalkuxoxYkSAwBgeHv6LFWsUBKHZCadGo1HmELW1tTz00ENMmTKFuXPnMmPGDFavXo0oimzatEmZWHfo0EGJzwgPDyc5ORnwClW7du2isNCrlIn0q93Vo0cPRowYQWhoaEAf+bsBhYWFNXmO/JdXr17NZZddxp133klBQQGff/55gNtbcwwZMoQOHTooy6tWrcLlcrF7925GjBiBXq8PEJR27dpFdnY2mzdvpnfv3gEuWhkZGWzdulVZ3rZtG2+//XaAFePkyZNKMUV/EhIS0Gq1dOrUKaC+x/79+wPc0BpTXFzMnj17kCQJnU5Hr169lOc1MTGRuLg4wOu+tmnTJkRRbKLZFwQh4Bk3NxqT2yuCyhsDopJsyDXZyHlbETc/g1y0F/RRqPrMxFNTifPQN6hCQtGkDkYWQpA85x7LmitG2Na0eRD6j9F01dbW8t1335Genk6/fv2a/HAbU59Tw567v8HYKRx1iJreD48AWWbfA9+iidAhWt2MXXEVxV9nk/ufo+hiDThKrQx8aSLRgxPYO2c9brML0e5h2LsX46l3k/PeQcwnazj69HZMY1PodEMfBE1TjZvb7aa4tITw8NazSOzZW8n/vXGcuDg9J0/W8eYbIygstvE/f91Ll67huF0STzyRTmrnUGbfthVTXAilJXZuubU7t9/a7bz7b+z4RFauyGP4sFh69vQOyuXlDv7y0B5CQtScya3ngw/GcuqUmbffOUFEuIaqaheP/30AY0abmHXNJr5eM5Vt28tY9WU+b7816rzO64/NJuJwSGh13jb/48kMzuRbCA3VEB0dwl8f7Ms/nswgLExLUZGV//mffrz77gmWfjQeWQaVSuC+OTu5777e7N5Vwe49lURH6Zg4IYHrr+/K/AWnWLnyDLFxevoPiOZ/HxtASbGd554/RH6hlXiTnvhEA0hwPLOWRx7dx4wrOpLSMRSHQ2TpJ7nMf/8kH3wwloHpMWzbVsbr/3ccQ6iGmion/3ginTFjEnj0b/soLrJRa3YRH2fA5RJ57vnDHDtWg0olMG5cAhqNispKJ4//vT+yDCezzDzzdAaffdp8YSZ/ZNkrzPzjHxkYjBpOnKjl5pu7AfDttyUs+k8WU6ckc+89vaivd/PGm5kU5FspK7czfnwCD/4lDaNBQ3hYYE2aTZtKeOPNTMJCtbhcIvPfH8PhIzX85cFdDBoUx4H9laxccRHdurWsJTLoDVRWV+NyuZoNKLRWFFGU8QMe59kXUudRlxIal9zs8e578FE6JCVhsdQzesQwrrziUp545gVUKjUVlZU888SjREVG8uob7yCKIiWlZQwdPJA5997JlTfcxjdfLOPEqSyWrfiSuS88zbHMk3yy/EtOZWez6tPFynnueeCvxMXGIMkyE8aOZkC/Prz13odERkZQWVnF448+SNfUzmRlncZg0BMV6e0DQatFF5+AoNESktIRQadFcjg4/cRjOPLzUanVmK67HtNVs1AbjKgMRqXGjCxJVK76gsJ5b2Ds3g1tfAKd//4EktNJ7pOPI9lseGpr6fTY4zhOn6ZqzVeINjuS3U7inXdj7NmLylWfU7roQ0KSkpE8blL/8TR5L72IWh+Cq7yMDvc9QNTESewbNpioiRdhz84i5aH/IWriRehMJgStFk1UFJqIsxOjqDKxAtMAACAASURBVIhI3G43NpudsIaaFAsWfcTaDd+xYfVnrT6bvyQ/1uW2tRgPX+Vz3+fG37fE+Z5fkiT2799PeHg406dPZ9q0aWRmZvLxxx+zfPlyiouLFTerw4cPs337dq688srzvjb/YF7/35VarVbar1arA+JWfG33r90QHx8fcFx/IefQoUOtnlsQBDQaTYAAcD79M2PGDD788EOcTic1NTW88847lJaWMmvWLFQqFaNHjyYuLo6CggIKCwvZtWsXmzdvZuDAgXTt2vWcx/+lCQkJ4f777+ett97C5XJRUVFBRUUFu3btYu7cucydO5devXoprlvgtUL4rAoqlYrIyEglvXJVVVWTDFwQeO/8rTrnUqBOnz6dN954g6KiItxuNydOnODEiRMsWbKEiy66iEWLWrfuhoSEcMcdd/D4448DsG/fPjZt2kRxcTF9+/ZFEASmT5/Oiy++SG1tLVarlYULF3L48GFuuummgGfx8OHDAe3dsmWLUsfGZ13SaDTo9fpmhRAfvrgUH/n5+QGWM38sFosiwKvVakWgBu9vwyfMulwu8vPzufvuu+nfvz8ZGRnk5ORw8OBB+vbty/bt2xEEgaioKG6++eZW+6zdIDQUG4zuiP6a9wDwbH0Zx/pn0d+4BE3KQIjqgm3bUvRDZqDrmIYs6BHdlqaJPZocWvhZluULQZsLII0HuNY6KCkpiQkTJrBz507MZjNDhw5tMa2hLMvkfZJJ6uy+dLsrHdHhQdCoOPL0Njrf2Jcut/Vjx/WrKN2QC0DMsET6PTmWnIWHsOabiR6cgK3IQupNfYkblYw+MQxVBxV9/z4KW7GFYe9Oa7GdbrebPfsy+Hrdt1xx6cWtXn/PHhHcflt3KqucVFY62Le/isQkA6FhGj5ZOp4Vy8/w3XfF3HVnD7p0CePhv/YjPFzL/XN2MuvqzoSHn1/hw5RkA9WVDjIz6+jXz6uV++jjHFQCTJ6UyJq1Hj77LJeBA2Pp3i2cua8MZcHCLPLOWBg9Ku68ztESokfmu+9KiIrUYjCo0YecHeBmXN6RO27vgcstsXZtAWNGx3PvPb345NNc9uyuIDHBQMahGo4fq6VLlzBKS+306R3Fhg3FjB0bz8QJifTqGUFxiY35C05y++098HhkVq/O55G/egc9t1vihecGk54eQ2mpneefP8ym70uIjNKRcbCaUaPjMRo13HdvLw4dqgqoURgXp2f+/NGsWJHHmTwrHTtZKSq08p9F4/hsxRk2flvCmTwLZWV2Plg4ltJSO/MXnuLSS1N4+eWj7NlbSVGRjdIyO2PGJJz3AHDsaC3Dhsdx/x978fa7J5X1V83sRGiohpzTXo2O0ahh5oxOnDhZR53Zxfp1RZjvcBMd1VQ42Lmrgjtu786MKzrxwJ93s2t3BV98mcdz/xzCyJEmHvvbvnO2K31AGus2fEdYWChjRzWTI17w+bEKAetaY9KEMVw2fSoej4dlK1dRb7FyxaUXs2P3Pj5c8gmXTptCYoKJB+69m40/bOHEyawWjzV44ABMplge+GtgobQQnY7bZ9/I8KGDsFptLFz8MXGxMaQPSGPr9l1s3rqTrqmdKSgqJtYv+5Chaze6Pv8vAIbs9vZP7bat1O/bR9Jdd+M4c4bKL7/AdFVTVw93VSXly5YSf801CLoQqr5ejbuiAvvpbLRxJjo/9r8IWi2Sy0nE8JGIThfu0mI6/e1x5RiyRyR60mRS/vJXUKup/f47Qnv1IuWhh6nd/AO1W7cQMWoMQkgIXZ5+Fuuxo1RvWE/8rOtIffJZADr+9eGAdmm0aiRJDkgXO2zoICIiwvk1+bkaOH+tZ0vCyfn4PZ9POzweDwsXLqSyspIlS5ZgMBhIS0vjhRde4NFHH2Xu3Lm89dZbmM1mXC6XUvzu18Dfr72x8OV/jy+U+0n37t0ZPHgwO3fuxG6388UXXzBt2jSioqIAb3B+v379KCgoALzZsbKzs1m+fHmbTIiqqqq4+eabiYuLY8OGDRw6dEixdJjNZubMmUNaWlrARLzxM+JLPQzeSfG5lKE/BlEUlQKF+/fvJzc3V7mvmzdv5o033uDFF19sNQPV7NmzefHFFxXB6L777mPEiBGKwJeYmMiYMWNYs2YNbrebJUuWEB8fz7RpgfOaxkUzX3rppSbChI/8/PwW29P4uWyt7Wq1WrHCQWDf+7KLgXeuaDAYCA8PZ+XKldx+++3s2bOHV199lc6dO6PVarnrrru4/vrrmwTVt1cEAVRqAXVyGkJoHLIsIUd2x3N0C64j69CPnI2m4yAsB35ArCtHHZWAjA7JI5+zeMVPjX27kLS5C5Y/5xqMVCoVycnJREZGkpmZ2azWwR9XtZ2IXjEAqPUaVBoV7hoHITEGVGoVxpQInBVeqd2YEo4ggMagQXZLCIJA/yfH4Cizcvgf27Cead0X1h+1Wk33bl0YlN6fY8dPtrrtlq2l7NpdQbxJT3KyUQmATkw0EqJTEx0dgsXifYlEROgwGtUkJhgQRa87FHjdRlzuloNjARAE/vznPtxySzfCGjTjlZUOevaMJCUllLvv7MmMK7wBlknJRlQqgVCjpsElx5uVX5Zl3J5AE57D4TjnubU6Fbff1p2nnhpIzx4RHD5SgyzLGAwaUlPDUKsFDHo1VqtIdJQOjUYgId6A1eJh0KBYvv++hM+/zGP9hmL69I4iJlrH9delYtCref3/jvP1mkLq691ERepI6xvFgP7RPPZofwSV93lKSjJgitOjEgTi4vQ4nSLffVfC5ZelcORoDR07tJybPynJgEatwmBQI8leNziDQU1oqJbkhv0cdpHwcC1arQq9Xo1Oq6JL5zDMZhdbt5Xz3aYStmwpZcQIryDndrtxOFp2x5JlsNs9REVo0WhUJCe33L6qKiefLj+DJMl06xqOSisEuFHJfjUWXC6RyAgdKpVAUoIeq9VDXa2LTp1CMejVynPRGvkFRaQP6Ec3v+w2/rjtFmryT1B9+ojy57a37jI4KH0AgiCg1Wqpqqqie9cuJCcmctUVl3DDrKtwOJyEGr3PZGK8KWBfGRmPRzzn4Gs0GknpkNRgmtfidLpI7dyRpIQEZs28ggljvRa95KQEamvrWh2kRbMZfdeuhHTsROSYcSTfc19gmxpekJLNhkpvwJjWD0P3HnR44M9oYmPx1NSgM5lQ6fUIajVqg//9DTyvSqclpHMqKr0elVaL5HajiY5GUKnQxsScLbanUqGNi0MdGYnsbt1F0uMREVRCwKRp+NDB3Hjd1efoxQtDc0qoxtq65l6cjd8XPyaLVuNzNdeOxuh0OjZs2KBUNvcRFRXFtddeq0zudDpdgCvOhWbMmDHKZ1+aYB/+k0L/dKu/JElJSQwbNkwRAi0WCxMmTFAsOTqdLqA444kTJzCZTOd0JbpQ7N69mz/84Q/cdtttLFiwgGXLlvHggw8q98ztdnPmzBm6d++uTITr6uoUlze3201NTY0yEe7YsWNA+tyfyz//+U8sFgv/93//x0cffcSbb77J4MGDAe8EPC8vT7G2tURycjITJ561tldWVjJmzBhFYRsVFcXIkSOVe1RWVkbfvn0V9yYf/gHtAOvXrw/43mazsWHDBioqKoCWf0P+z6FWqw2IeWlMdHQ0HTt2BFBSGPtwOBxKjI5PCQDw1VdfkZuby8CBA3n22Wd59NFHWbBgAa+++upvRvgAEHSh3krnpfsRM7/Cc+JbXFnbEe0enFl7cGbvxVNvRnLL2I/txJGVgawOQZYFVDp9Wzf/R9NuBJDzkc5EUeTw4cMUFRVx2WWXKVlBmkMQBCJ7x3J68RFkUcJRZsVjdRHRN5baI+W4zU7Kt+QTNcDUsD34q2plUUKfYKT3/wwnJFZP9T6v/7XaoMFZbsdd1/IAoFarSUyIZ+iggeTknmlxO8CrVe8YyrixCWRlnfVT3L+vkvIKB5kn60hM8mq4zuTWU1ZqZ9vOcowGNRGR3sHjlrvn8NxLr7V6HoC0PtGMGmlSrnLosDjsdg+jR8UzfISJ0HDvhETV6D2uUgtodCpKSuwc2H82fsLpdDH1iuuY+/pbrZ9YPhuLkXO6Ho3GlzYT1H4nS0zUc+KUGZtNZNeucjqkGBk5Mp6FC7MYlB5LVlYdA9KjEUWZ2NgQ7ryjBzOv6sz27eV0TDFit4tER+uYODGRrt0j0Gq8j7dKdXaSodOqSEwyUFxsJ71/DKJbIiG+5R9u4wlLly5h1Na5KSi0sG2L15c3Nk5PYZGVyionZWV2LFYPERE6Bg+KJTvLTHRMCPv3VTFkiNcdYsF/PmbKFddS30LVW0EAk0lP9mkLdrvI5i2tBD7bPNTWOhk3NgGnS8JpP2suN4ZqqKhyYK7zCoiRkSFkZZux2T3s2lNJcrKRfv2i+fiT0xQWWjmVdW4hu7S8jP59epOUGN/s94boRFJHz6TbxBuUP0NU89v60GjOvuAGp/enuqaGQQP7M2RgOuFhYURFRlBSVo7HI7LvwEEA1CoVoUYjhUUlnMrOaTYLiz9ezZL3eVCr1aR0SEar1TBi2GAG9O+L0ej9jfXt3ZM6s7nVLFH6rl1wFhQQNiCdyDFj0SWfDejVhIVRv28vsiShNcWDWo0mLIyoiRdh7N0HVYgOQ8+eWI4cwV1ZgVhfj6vBH1oTFYGzsAjJX6BXqRD8JgDa6BisJzKR3G6sR4+gMhhR+dw7zlObbLXZUAmCcs0AC//zMWOnXHFe+/8StOQO4JvENn4PqFSqFgWMlvZpLFz4tvNf19iK0lp7dTodVquVO++8k6+++kr5TpZlKisrFbeR7t27K0HKjZ9L/4mjv3XCl74WAl10/DXtjTXBvmM//vjjysRx9+7dymSwsLBQqUodERHB008/rRzH/3z+bfS5svna0Vhz3RxGo5HRo0crFpbk5GQGDRoUMHG97rrrArTpt9xyS7N1Jvz9+V0ul9IXje+vf9v8teKSJLXYlz4XIbfbTUZGBs899xwpKSlMnTqVJ598MiBgvUePHsyePVupB5KTk6OkPq6qqlIEPV8MjC8mxL8vW2qHf3ubIzc3lzfeeIOamhqGDx/OvffeyyOPPEJkZCSCIGAymc5Z0FIQBG699VZlOSQkhEsvvVR5xjUaDWPGjFHarVarmTJlSoC7k68f/ONXXn/9dbZu3arciyVLlnDrrbeSl5fnzRrod13+gen+FewfeughxVXQv7988UZdu3Zl5syZ6HQ6XC4Xhw8fVmruZGdnKwKJbzuA9957j9zcXLZt28a0adOYMmUK06dPZ9KkSdx6663s2LGjXWn+W0LVcTiCJgTJWo1z43PYv34Cd95RPE4R+9EtVL11N+b1C5DcEhUfPEHhi7fjLMzBkBSPOqFHi8dtTqnTHtyx1E/7RqU2wj/dXn19PR06dGixY0pLSzly5Ajjx48PSIfYEuG9Yqg9VE7OgkOYj1USlR5P7LAkir7O4cxHx0i+pCudru2Ns8KGSq8hvGcMjjIr2sgQjB3D2f+X7yhYcRK1QU2vB4ejUqvQhOoQNAIn/r0Pj8VFZH+TomlvjM1m56u1GxiY3p/wsNBmzbR6vZqVn+fx1VcFpKVF06tXJGqNwNEjtezdX4nDKXH3nT1QqwS+2VDEwUPVbNtaxiOP9KNjSihuj4f/fPwpwwYPZOjggc20AmrrXIiiRO/e3gGsoMBKamoYI4abyDhUzeIlOaxanU9aWjRGgxpZhrS0KCoqHBiNGnp0j8DhEPngwyyMRg2pncIYOTKe6ppalq34gikXjWdAv77NnlsUZbKzzHyy9DTfbixmyOBYrri8IwaDhtO59XTrGk5SkncwjY4OYf+BSpZ+chqdTsWdd/SgQ7KR7dvK+OP9vZFEmYsmJhERoWX+/FN8uCib/fuqeOjBNDp2DGVAegxvvJHJqtX55OdbuGhiEk6nSEWFk7S+URiN3v6vq3PTqVMow4fH4XJJjBhuwu2R+PsTB6iqdLJvfxUnTtbRvXsEHo/E4MGxVFU50WlV9OkdhSTJvPf+KUJCVHTsGMpll6ag12t4Y95xDh6sYdY1nenbJwpBLRARpmHECBMRETqmTE5GlmW+3bSZeouV6665Ek0zpmhBEIiK1pGxv5KPP8khPExL//7eZ+ORx/axe3cFeXkWNmwsZuqUZMrK7Hz8yWkqK5x07RrOyJEm9Ho1er2GoiIb8xeeYuTIeLp1DWftN0V8svQ0Y8cmcNXMTvTvF833P5Sy6ftS6upczLiiE1HNuG85XS6ysk+zeetOJowdRVxsTLP3W6PTExqXTFh8ivKnaUUzc/zESUaPHIZB792mU8cUiopL+WTF52zY+AOdUjqQPqAf+QVFfPbFKioqKomIiGDEsMFEhIfz0acrkESJlOQkBg8cwFfrNvDpilVoNFr27MvAFBdLQryJU1mnGTooHYPBgEqlIjHBxLYde1i95hu27thNt66dSYiPR61Wk3P6DHqDnuTE5l3mtLFxaCMjKXj9VarXr0MAwtIHeb9LTKRuxzbKP11GWPoAIkeOpuDfr1K97mtsJ44TMWI0uvgEXOVllC1ZTOVXXxI5ejTamFhCkpIx795F5ZefY+jeHV2cCXdFOarQMAypXZRz23NyKF38Ie7aWpJuvwNtbCz1e/cQN+NKRKsNT10tkaPGNGm3jw0bf8AUF0d6/zQlZuL7LdtxuVzMuurXEUIap9NtrVJvc3EdjbfxffafrDdWavkm1423kyQJq9XaajyCLMts3ryZY8eOERkZycqVK6mqqsJms7F161b++c9/UlpaSnp6Ou+//z6pqals376d559/nuPHjyvHyc3NxWQy8e2337JgwQJFCMnLy6Nnz57U1NTw9ttvK0G6FRUVmEwmTCYTb731FhkZGYqVwWKxMGrUKCXN67Fjx6irq6OsrAy9Xs+jjz5KQUEBffr04aWXXmLYsGHU1NTw/vvvs2bNGmWCXFxcTPfu3TGbzbz99tvK5Lq2thaHw8GUKVPOGRgeGhrKl19+SVVVFYMGDeLOO+8McPnSarWUlJSwd+9eQkJCePPNNwPiVWRZJjMzk1deeYVDhw4hyzJ2u53i4mI6d+7Mt99+y/LlyxXXtrKyMjQaDYIg8NZbbyn1Rex2OxUVFQwaNIjly5fz4YcfUl1drfSlVqslLCyMFStWUFhYSGZmJkajkaNHj7Js2TJEUeSWW27hjjvuIDIykrS0NPbv3095eTn5+fl07dqV5cuX8+mnnxIfH8/s2bN5+GGvi+OHH37I/PnzqaqqUs6XkJCAKIq88sorHDt2TLnW8vJyunXr1sTiAPDxxx9z7NgxduzYgcFgoLKyks8//5yjR4/Sp08fnnrqKUVwaA2tVsvXX39NbW0tgwYN4pFHHgn4ncXExLBx40Zy/5+98w6P4roX9rt9tSqrsmqAhDpCIEQ3vReDjRsmxiWOE9uxY3/JdRLHuXGc65vmFPsmseOauBdiwAUM2GB6NV0GBBJCoIZ61/YyM98fq11LQquCwZJh3ufZR9rdM+ecOTM75/zOrxUXk5SUxIMPPujXPPhQq9VkZGSQn59PbW0tTU1NfPjhh6xbt45XX32V7du38+ijj7J48WJaW1t59913UavVBAcHc+bMGUwmE2vWrOGll17CaDRyww038Nxzz2E2m1m1ahVvvPGGX7goLS1FrVYzfvx4srOzqaiooLy8nNLSUkJCQqirq+Pxxx/H7XYzYcIE3nrrLX80N6VS6TcB9N07zc3NVFVVceLECdauXYvJZCI7O/uSBTm4HKgiE7GVFSHZW3DbnHicEh6Xdx0leqAt36r3BShUavQJQ9CPnUXolNtQqgNbMVRWVqJUKv0vnzDbnyikfhYLq6urEUURQRCorq5m/PjxAQUQl8uF3W7vc6QMweFBoVKi1LQ58AkiokdEqVV1KwVKgojgFFDqVP7d077g9njYvG0nOq2WiePHENrFjo93N0pEpVKgbtux37ajinffPccrL09GAajVSmpq7Dz7fD4PPTiM2Ngg/+5+Wfl5fvO7P/OHJ39FwpDBF9TfE5Ik4XAKaNRKf/tdIYoSHo+IRvPVTuTho1/yrzfe4a9/+B/CL5HJgShKOBwCer0KZQDBrn05rbZjvwXBO546nbLb479WHyUJj1tEre7YhsslAAq02sDjaLPZ+d+nnuaGxQuYNmVS9+205W/R67vPNisI3lwrPZUD8HhEPB7JX/ZcsZkdO6pRKOD4iSaeeDyHqKgLw2BarFb27DuASqVixrTJ6PqY0bYveH8TbpRKJRqNV2gURRG7w0FpWTmbtmznxw/eh0qlwu12X+A421tEUcThdKLVaDtoYcrKzyNJEokJQ7p9PogeD3g8KHS6Hh2dJYcdhVbn12ZIkoTkdKJQq1H00X5ckiREux2lTtdBO9JbjuQeJzkpkcgIr42+zWbjzfdWMmHsGCaM63oT41LSUzSWzjv+XQkMnb/z7Zz7vu/88n3v2znv/LempoZ58+YF7LMvr0N1dTVGo5ETJ05QVlZGbW0tgiAQGxvL2LFjWbRokX9S37Jli3/R6UOlUpGenk5VVdUFIW5TU1OJiori4MGOYZxNJhNTpkzhk08+uaBfy5cvJzY2FqfTyaFDh9izZw9lZWW4XC4MBoNfG5OVleU3cVy3bt0FbaenpxMXF9ch4pGPhx9+uEcfB1EUefXVV/1mMEuXLr3gmIKCAt566y0iIyP5yU9+0sExW5Ikjh8/zo4dOy6oe+TIkVRUVFzgVxMeHk5SUhJffvnlBcdce+21bNy48YLPTSYTw4cPZ+3atYwYMYKCggKqqqqQJIno6GjGjx/Ptdde26FvZ86cYcuWLZw+fRqbzYZarSYxMZHJkyczZcoUf36Ol1566YL2EhISiImJ6ZCAEbzCwfTp0/05Mtrz9ttv+/NblJSU4HA40Ov1DBs2jNmzZ/sjm/WExWJh1apVnDlzhpkzZ/pD57Znw4YN7Nmzh8TERO64444uTQclSeLcuXN+Aby5uRm9Xs/gwYOZM2cOY8aMQafTUVlZydNPP83s2bPR6/UcOHDAH5whKiqKCRMmMHfuXEwmEw0NDXz++ecdzKt8/OhHP0Kr1WI2m9myZQu5ubnU1tb6w0yPGjWKOXPm+IWP06dP895777FixQoEQWDRokXodDrsdjv79u3j1KlTSJLEkiVLeO211zoEZhhoSKKIu7EC9/k8JEeL3yLX/4z0v/f+Vag1qCIGoU8e260JliRJ5ObmolKp/MEs1Gp1r++ly8WAEUBEUaSystJvS3ol0Xm3rycqKm0UFrYwe9ZXph02u4cTec1kjwzHEPTVg93hcNDY1Ex8gN3ay4nVasNitRIb079S9LcJQRCorWsg2hR5SR0XL5bmZhc7d1cjChKZmeFkpIehUnW/G92fNDY1UVZ2nlHZIwb0Tta3CUEQMFushIYEd+sceqnoTTjIzmXam9j4/nbWbPj++oSNzgJIV+8FQUAQBOrq6pgzZ06v729BEHA4HDid3kSfer3er13rTwRBwGq1IooiarUag8HwjfXJ5XIhiuIFTsQ+RFHE6XSiVCrRarX99izxma9pNBrcbrffNEun06ELsJngu94ulwuVSkVQUJBfA3Opcbvd/mvmcDj8myxBQUF9+n36onEKgoBGo+lyvvF4PLjdbv8162kjxW63XzAG7esym82EhoaiVqv9G8aiKKLT6QgKCurzePnMBX0+kzqdDr1e76/H4XDwwAMPsHLlSjweDz/96U954okn/KGWN2/ezN13343D4WDOnDm8++673ZruX6lIksTRo0dRq9UdhJDhw4f3a7/6fQXUlT3ulUZff3SDBxkY3Mnx2BCk5poJF6pr9Xo9g+Ljvlb/LpbgYAPBwd3bosp0RKVSBfSf6A/Cw7XcuKRnc8b+Fjx8REZEEBkgt4LMxaFSqfxhh/uDnsLxdvbfaO+vIYpij/dmVw7tnW2he/IB6YxKpSI4OPiCKEH9jUql6rdka12F5W6PUqkcEJmofQIQePvcU7/hm73e7YW3r9Ne51wYXaFWq3u9EaZQKDAYDAH9T9RqdYe8N70d257a9AmGgTCbzX6hTZIklEoler0et9uN2ezN66bVapk8eXLAvDxXOu2fgQNlLocBIIC0p793j2RkZGRkvhm6C53bE53LtPfv6KmsQqHo4OwsIyPz7USv13PfffdRX19Pfn4+b775Jg6Hg6ysLKqqqli7di0ZGRksWLCA+++//2sLRN9WetI49xf9LoD0FFpRRkZGRubKo7OvR18TE7avx7fDFzi0tdRl+c7fycjIfLtYtGgRw4cPp6SkhOrqalpbW3E6nSQnJ/OnP/2J5ORkUlNTu9WiXA183efs5aDfBRAf7aOTyEKIjIyMzNVBV4JAZ5MrH50n0c7HthdEuqq3KzMueb6Rkfn2olAoSE5OJjlAbiqZC0OSDxRro37vxUCaBCRJwuFwdojf3RWCINDc0oqlzdkPvA5YtrYQcBeL3eHA2UPbMjIyMlcaPUXC8tF5nugcVrerOro6pr1gM1B2A2VkZGQuB503dwYK/S6ADCQkSSK/sJDS8vPdljt67Dg7du+huKQUT1uCoYbGJo6dONkhuVRfOXmqgOKS0os+XkZGRubbyNedFHtrTjWQJl8ZGRmZb4LOQTgGCv0ugPR1MNxutz9JU09YrVZ/uEWb3Y5HEHA4nJgtFqprarC2JcABbySF8xUVNDe3YLN5w/J5PB4qq6tpbouZ7hEEmltaOHT4KNEmE3ExMaiUStxuNwqFgqTEBFQqFZIkYbPZsNntFJeWdch+a7fbOV9Zib3tM0mSaGlppaqmhpbWVqxWGzIyMjJXOr2ZFLvTjASyae5JmzKQbKBlZGRkLjcXG+zjcjNgfEB8dLdD5XA4KCoqorW1laioqC5jjfsQRZHPt+1gyjUTCA4OZuuO3UwcN4YzRWc5euwEer0Os9nCww/cS01NLZ9v20FQUBA1PpHF+QAAIABJREFUtXUsmDMLt9vDyg8/xulyYbFaWTB3NoPiYtm7/yBNLa3kny7E7XYzaeJ4Ghoa2bDxc4xGIzdetwgJiS07dlF2vgKtRoPBYODmJYupqa1l/WefExISgihK3H37Mioqq9m8fQcqlYrmllZmTZtyOYZVRkZGZkARaALszsyqK/+Orj5vf6zP/tmXUT2Qb4nsfygjI3Ol0tlUdSA86/pdA+Kjq0mhPXa7naKiIpxOJzk5OQiCQGNjI0KbCVRfyEhL4b7v3YVWp6WsvIJzJaWMGpnFHctuIS3F68hUWFREQ2Mjo7NHkpyYyPaduzGGhXHdwvmEhYZy7fw5zJo+Fb1Ox+BB8Vw7f26H+NiSBPNmTuf+e76LUqGgubmFHbv2EhsTw5hR2YiiwMn8AopLSxmRmcn377qd+NiBkx9CRkZG5pugq0mxq3mgK41J5xwfgY4JVH4g+SDKyMjIXE4G2nNuwGhAelKLm81mamtrSUlJISgoiIaGBiorKwkO7jp7r3egFYh+9bvo/9wQbECtVqPX6XC5Xbg9HoxGIwqFgtAQb+Ifs8WCMSyMkJBgMtLTGJ6Z0afzUamUGAwGFAoFep0OUZIwW6ykpaZgMAQxY+pkTFFRVNfWEW40olQqMUVF9qkNGRkZmW8znQWE9rt0XUXF6vw+kLlVd+0EMtfqj8nZ7XZTU1NDS0vLRW2mXYkoFApCQ0OJi4tDr9f36hibzUZNTQ0Wi2VAmJZcarRaLdHR0URFRfWqfGtrKzU1Nf4M4lcyCoWCoKAg4uPjB1xi0IFCTxs1/cWAEkC6w2QykZSURHl5OUajkaioKCIjI7sNJ6ZUKqmoqCJpaAKNTc1ftcVXbamUSoINBsrKz5OWkkxFVTXRJhOD4uI4+uVxBsXHodfpqKzqnd9Jp5PyNYgCiI+LxWq1kp56DY1NTej1OoxhYTQ0NuFwOik6V0xUpCyEyMjIXB105ZfRVeQrX7TBrr7vXE+gdtprOwbCokwQBIrOFCG5FZjCYlGpBsx03K9IokizpYnCwjOkp6f1mD3darVSWHiGUJ2RuLDBKBQDxrDjEiHhdDk5V1SC2WwmKSmp29K1tbWcO1tMfORgIsJMX61DrlAkScRqt1KQX0BKaspVm+28LwyE5x8MIAGkJ/tbpVLJ0KFDUSgUFBYWMm7cONTqwN1XKBSMzMpk194vOF14hhiTCa1Wi9EY5h/8QXGxBAcbGBQfz87de/nP6o/Q63SEBBtITBjCmJxsPlq7HkmSyByWztDEBAAGD4pHp/0qqc3OPfsoKz+PKEl8sOYTJo4fS1RkJHqdN+umKSoKnU7LtfPnsGX7Tt5esQqVWsWSaxeQmZHGrr37WfnBx8THxRIaKkvwMjIyVw+dJ0OlUhlQE+KbJ9r7coii2KVQ0Z1zelflv2kfkIrzFUhuBXFRg1BecYvmr4EKTOExNLTWU1lRRWpaSsCioihSVVlFhCEKY3D4gNzlvRSogzSkDEqjpOosYWFhRAbYqLRardTW1JEyKB2t+urJ+h0eqkWt1lBdVUNwcPBVm/E8EAM15LhC6uce1dTUIAgCgiBQVVXFxIkTuy0vCAIWiwWj0dir+h1OJxq1ukszrfaIoojL7UbfLlumJEltYXUVaLWBHd77giRJOJ0uNJqv+uQRBCRR7NapXkZGRuZKoDemU50FkM7/S5LkF0I6vxcEwf++/csXEdH31/e/IAjU1tYyd+7cb3QBu/+L/aTEp6PVXN0ZmgPh9rgpryth7PgxAct4PB7yjp1kSPRQ1FeBBslqt2DHQlpaWpff19bW0lJnxmSMuWKFsUAIokBtUxWJqQmyKVYXHD16FJVK5X8pFAqysrL6tU8D6hcbKJJJe1QqVa+FD6CDQNEdSqXygrIKheKSS9IKhQK9vmM7apUKehCQZGRkZK4GAjmgB9JwtNeIdEdnh/POZlvf9ILN6XSiuYp2qfuKWqXG4/Z0W8YncKqUV8f8qdPqabE0BvxeEISrVpumVChBooO5pkxgBoKA2u93alfqdRkZGRmZq4Oe/De6O8b3v8/JMpBTeVdalECO6d21abVaWblyJYsXL2b8+PHMnz+fl19+mdbW1osyb7jc812ruZW//fMZCs+cvug6Wlqaqauv/cbNN/oyNhczjvsO7OWlV1/A7rDjdDmpravB4/EKPM+/8hxbt2/uc53PPPs0R3KP9Pm4S01fxuOX//Mo23Zuvei2Duce4r+ffOyij79U+AIPyVxIbyMNftMMOA2Iy+Xq727IyMjIyFwmeptEsCuzq+5e7c2tfO995lidza66MsvqiZaWFp577jlee+01li5dys0330xJSQnPPvssp06d4te//jWxsbGXeLS+HqIoYraY8QjdaxK644V/P0/usaOsevvDS9iz/sfpdGK320GSOJl/kif/+AQv/u1lEoYksu/AXtRqNXNnz+9TnTv3bCc9LZ1xY8Zdpl5fej77/FNSk9OZM3PuRR1ffr6cDZvW8+ff/vUS90zmUtL5edpdAKdvin4XQDrvUskaEBkZGZmrg748/ztHw2pP54SDvvLd/d/51R2SJLF3717eeecdXnjhBa699lrUajWiKLJo0SLuv/9+xo8fz1133cW2bdtITEyksLCQ8vJyJk2axOjRo/s0t+UXnKLF3IJapSYvP4/B8YOZMG4i4cZw7A47R748QuLgBA4c3k/OyNEMGZzA4dxDnDlbSPLQFMaNGY8xzIhOp2PqpGmYokwA2Ow2DhzeT3HxOVKSU5k6eRoatdf3sLa+lj37dmOxmMkaPoKxOeM4lvcl+adPUVlVyd79exg3ejxWm4Wde3bQajaTnJjE1CnT/XUMREpKi9l3cB9qtZoRmSOob6hn5rRZJCYMRa1WU1Vdxe69O6muqWbrzq1855bbAG/usc8+/5SKqvOMzMpmbM44tFotB48cYFD8YIYMGoIoipw+U4BSpWJY2jAAmpub2Lj5U2rqahk1MoeRw0cOKP/O2rpa9u7fg9VmZco1FyY+PnTkIIVnT2MMC2fW9NmEBIf4v8vLz+NE3jEUCiVzZs4lJvrC3GUFhQWcLS5i4rhriDZFU1x6jgOHD4AE06ZMZ8igITQ1N1F09gxpqens3ruT5KQUskeMuqznfbXT1bOwv+l3AaSzGkitVg+YwZGRkZGRubT05ITeOWKL768oiqhUqoCO6J21H6IoolQq/VGy2v/1vRQKhdeHoAcfPEEQOHjwIJmZmcydO9cfgVGpVDJx4kRmzJjBnj17WL58Offddx/BwcEoFAo8Hg/PP/88b7zxRo8BVtqzes0q3l7xJnq9nmhTNCWlJcyZNY+//u5pXB43P/vv/8IYZuRkfh7PPPV33njvdVZ9tJKUpBSKS4qZNX0Wf//zszicDl5+7UV+/pNfEBMdy5N//A0bNq4nJjqasvIyfvmzX3Hv3ffT0NjAzXfcQKu5lQhjBFXVlfz8J49xrvgsO3bvwO1289zLz/L7J/7A9374Xex2GxERkZwrPstDP3yY//7Zrzv0/3zVeT7d/AkKpYoFMxcyNCEJp8vJ3oO7uWbsZIINwew7tIejxw8zYcwkrhk7qddj0xcKCgt4+GcPUlVdRbjRiNlsxu6wc+ZYMQePHGDbji1MmzKd5//1T8ytrfzp//7o1wS8/NqLBOmDiIyMoux8Gc89/TyLF1zHsy/+nZuW3MKym76Dx+PhgzWrUSqV/PoXv8Fut/HHp3+PTqcjNCSM+sZ6fvfEH1i+9PYO/XI4HWza9iml50uYOWU2GamZ7Dmwi5MFJxg/+hqmXTP98ozH6VPced/tmM1mjEYjf/nbn7BYLQCIksgf//J7XnvnVWJjYmhsbCRhSCJvvvIOiUMSWfXRSn7xxM+INkXjcrl4/Le/ZP0HGzvUfzzvOA/99IeMyMpm/pwF7Nq7k4d++iCGoCDcbjevvB7BJ6s2cPZcEX999i80NzVSdK6IJx77jV8AkSSJvPwT7Ni3jQhjBNfNv4GIcG9o3R17t5E8NIWhQ7oPRSxzIQMxEla/62BkYUNGRkbm6qOvz/6uMqH7Pg9kxhWojr5OwoIgUF5eTlpa2gXh31UqFWlpaZSVlSEIAi0tLcybN499+/Zx6NAhTCYTeXl5fWrT7XFjCDLw4t9fYev6nXy4Yi2nCwvYe2AvAKWlJSQlJvHF1oOkJKeyZftm3njpLTZ/so0Vb7zPqdOn2LR1I5IELpcLURT5bPOnbN+1jXdeXcGmtVv525//weqPV5F/+hSP/PInREVEseWTbezatJcffv9BTuaf4Jc/+xX33XM/E8dNZOWbq6mqrqK2vpY//u+f2bhmM7/99R+orq7G2raIBa+geDj3AEuuvZnZU+dw8nQe50rPsvqTlVRWVSCKImUVZZwtKeL6BTdSWV3Rp2vR6zF0u3n/gxUMGTyEvVv2s2X9Dr6zdDlmixnwXlOX28UtN9zK+2+sYlR2DpvXbiVxSCIAo0bmsPXTnWz4cCM3LL6BXXt2AOByuzqY7Hk8Hr/viMcjMG3ydLZ/upsdn+3mv370CC+88hxuj7tD3xoa63G5Xdx47S1s3PoZldUVuFwufnj3QxQVF1JeWX7Jx8PldvGvN/9FuDGCfVsPsH/bYX76/36G3W4D8N4b77/FU0/+iS+2HmLL+h20tLbw3It/p+hcEb/785P88AcP8sXWQ+zauI+0lHQ2b93krVyCA4f288TvfsXsGXN56e+v0NTUyCuvv8Sdt93Frk37WLtqA1GRUTz5hycQJZHCM6cxRUezZf0O7rnrXn8/bTYr9U313Hnr3cTGxHHy9AlESeToiSMUnj3tH2uZvtFfwTa6o98FkK4im8jIyMjIXNlczE5coMSF3SUg9JXv6n1v8UVEdLlcXfbb7Xb7zWxCQ0OZPn06YWFhaDQakpKSsNlsfT7fjPRhjBszHqVSSUZqBpMmTuZI7iEAoqNjuG3p7QxNTGLf/r1kDcti1MgcAHJG5jBpwmS27NjSob616z/G6XTy0Scf8Ie//I7d+3ZTWVVBcUkx23ZuYd7s+cTFxqNQKPjR/Q/z04d/TmhoaIc6UpPTyBqWxbMv/o3f/fl/ESWR+77/AAZDx7CnE8dOIjoymvqGOgxBBgbHD2HJghsJb9vJPltyBkEQOFtcRGR45GXZlXW73Rw9doSFc6/FGGbEEGRgyqSp/t30npg2eToRxgi0Gi2DByXQ3NrS4zF6vZ55s+cTFRmFVqtl2uTpOJ0uzleUdyoXRIu5lQNHviA+Lh4AQfBgsZqRgOaWwJGuLpaWlmZKyoq587a7MEVFo1KpWH7rHRiCvNfu2PEvMYYZWXbzbd68awlDWX7r7ZwuKmT3vp1YrFbu/e79aDQawsPDefWFN7jlhqWAV6Pzi9/8nLLzZdx60zKUSiVV1VWcKz5LZVUlf3z69/z7jVewWMys3bAGSZLQ63Q8/ugTpCandtBA6nR6xo0aT3VtFRVVFUSER1JeUcb5ynJGZmZf8nG5muhtwI1vin43wfIh+3/IyMjIXH10twnVVeSq7oSKznOIr3z749uX6a0PikqlIiUlhVWrVuF2uzuEZ3e5XHzxxRdkZGSgbss5pdfr/d9frLOnWqX2+1aoVEqC9EE424K0GI1Gok3RALjdLrRarX8Rp1Zr0KjVF+wUuz0eIsIjGJae6f8sJ3s0aanpeDwegtvZ+mu1WlRqNXRaqwwZPIR/P/8aBYUF7Nyzg5defZ5PN63nmaf+TvLQZP/5hoaE8cG6lcSYYpgw5hq0Gu94+cLlioKIKTKa8WMmsvLj9xgzahxhIWEXNU6BkJAQPAIq1Vdm3Qp6HylJp9N57x/a7osuFm6SJOFyu9DrvNdbqVKi1Wr97Wk0GtRqtf+6+aisrmBQbDzZWaNZ8+mHhIaEYYqK5vCXh9Dr9JcllK7vNxAa8pVQ2f4+9QgetDpdB3+VkOAQJFHE6XRecGyQPgiX29WW28zJzUtuYe8Xe3lv1bvkZI9GlCSUKhXpqel+wTM9LcPfl4iIKExR0V31FKVSyaDYQYweOYbCogKcLidDBiVQUePVliUOHjqg/Gq+DQzENXa/a0B8tJ8oAtHa2srp06d7HSnLarWReyyPYydO0mo2I0kSTU3NlJWf58TJfBoaGpEkiZaWVqprajl2Io/SsvO9iogiIyMjI3PpaS8w+AjkONleKOlJm+7LsN5VG73JPzVz5kwcDgcvvfQSdrsdj8eDw+Fg3bp15OXlsXDhQr951qWY6Msryjh9pgC3201NXS1fnvjSLzwoFUqUKu/0nZOdQ+GZ05SfL8Pj8XCu5Cz5hQWMzOq4Wzxh7ERUKhVzZszljmV3Mm/WfA4e3o/b4yJpaDJ7v9iN3W7H7XbzyYY1PPTTB6itqwVAFAXcbjdr1n/Mo0/8nLGjx/HEY//Dyrc/pLCokOKSc/52BEFg47YNZKYPZ8rE6eh1QRec26C4wThcTq+fjCBclqzdapWa5KHJHM49REtLM1arlaPHjtDQWH9hYYVXKHK53QFDObev12w24/a4aWltpqCwwP+d1Wol93guLa0tuN1uis4VYba0kpyY3KEOh8OOXh9EZHgkoijQ0FSPJErMmDwLh8OBKepC5+6vS1iokeioaD74eBV2hx2X28WeL3Zjs1sBSEpM5nzFeb48novb7cZmt/Hxug+JNkUzIisbvU7Hpq0bcbldOJwO7vt/3+eZf/wFhUKB0WjkkYd+xvfuvIcP16xm594dRBjDiYqIIikxmeVLb2f50tuxWa0cPLwfpVLpTYbXhTDYam5lx95tuD0eQkNCcXncjMjMRqVSIXg83sh2nSVjmW4ZSI7n7RkwGpDeDI7L5SIvL4+qqiomTJjQY7bLHbv3UlFZjdvjZv1nm/nhD77Lpi3b+XzrDsaPzWH/wSM89b+Pk3s8j48/+ZQZUydRdK6Em65fxDUTxg7ICyYjIyNzpRDIr6NzmZ6Si3UlhHReSPrq6EkTEogxY8bw2GOP8ac//Yndu3eTlZVFSUkJBw8e5Gc/+xlTpky5pBN9ZXUlv//LbxmWnkn+6VPodFrmzJhzQbnJE6eSOWw4v3ryl4wdPY7jecfRaXXcvuyODuW+d8c97PliFz/9758wcsQo8k6dIGFwAvGx8fzfU3/jd3/+Lf/v0YcwRZnYs283d9/xPeLj4klLTuPDNav5v38+zYI5C6mqquTB/7qfrMyRHD95jLGjx5KRPszfjsvtwhQZTWV1JVU1VQyJH8LwYSNQKVUMjh+CRqNhWFomdQ217Ny3nWnXzOiwE3+p0Gq1fPeOe3jyD7/mJ4/9GK1WS+GZ035tRXtCgkMwW838/i+/5e9/+of3OrZbHCv46h6ZfM1U/rP6PcrPl7WZsJ1ldPZowBtEZ9PmjdTV1REREcGR3EN8747vo+uU5HjEsJHsObibLTs/Z+rE6QwdkkRDUwPb92whZ+RoYkyXXgDR6/Xcfcf3+dWTj/H9B79HwpAEThWcRKvVoVDAogWL2bt/Nz9+9GEmT5xMSVkJoOCBe3/E+DETuH3ZHTz9jz+zb/8eGhobqK2t5Ylf/A/nK897x0ihYO7MeSxZfCMP/Pg+1q5cz+3L7uCvz/6Z7bu2gkLJiZPH+MUj/91tP41h4SQOGcqRYwcRJYnZU+cQY/KGt46LjiM4OMSvUZP5dqOQ+tkgrLq62h+Hvbq6mvHjx3drz1tfX8+uXbtQqVTMmjWL8PDwgHWfzC9g09Yd1NTUUVtXz+O/+C8OHsmltcXMA/fezVNP/4OU5KEEBQVRfr6SHz94L59v3UFVTQ133nYrGvWAkc9kZGRkrgi6ExTav++srfD93z7reVcRsHy5PyRJwuPxdPis/XvfvCMIArW1tcybN6/HvguCwPHjxzlx4gT19fUYjUZGjBjB2LFj/WZZmzdvJjs7m7i4OH95o9FIcnJyh7lt546d5KR3nS/iN3/4NSfyjvPIQz+ltLyU6OgYsjKzSBwyFJfbxaEjB8kZmUNYmBFJkqitq+XEyeOcrzxPXGwcIzJHMHjQEOob6vjBQ/fwq5//mqmTplFdU8WXJ76kpraGmOgYxuSMJTbau7g7mZ9HQWEBbreLoYlJ5IwcTXBwMK2trRw8cgC9Xs+40eMoLS8j/7TXqiAqIpJRI3NIGJLYZ8ErkFlcewrL8pk4eULAOtxuN8dzT5A6OKPL+isqKyg7X0pzSzMqpYrS8lLeeu919m45QPn5cmrra8gZmYPb4+HY8S9pbGpk5vRZ5J/OxxQZRdLQZCRJ4mzxWaxWCznZo2lsamT/wX00NDWSMDiBkJAQQoJDyMwYzhcH96FUKqmuqabV3EpSYhI52aMJC73QvMx7/iIKhdIvQIuS2G1Wd4/godZSSVZWVpffV1VVYWtyEGXsyrTJGyCgoDCfM2fP4HQ6SE5KoaW1lbSUNJISk2g1t3Ik9zA1tTUEG4LJyswiJTkVhUKBzWbjcO4hKqsq0Gq0DBs2nOHDhlNdU03B6Xx/9LDKqkpyjx9ldPZoTFEmjp88TmlZKR6Ph7SUNMaNGU9zSzMFhfmMyRnbpUAIbVndlco+3VdV9RUMSRl0ge/S1Y4kSeTm5qJUKlGr1X4N1PDhw/u1XwNmhd05kkmgMkaj0SswlJfjdDoDlm1ubuE/qz7ixiWLiYuN4a13VyKJEgoU6PU6lEolISHBOJ0ugoKCMBi8amK9TofH7RlQjjoyMjIyVwtdZTTvbCrVWSjpCl/Z9pqPQOV9dfa02FGpVIwZM4acnBx/mN/OPh7z58+/oPzFEBwczPSpM5nRKVeJXqdn+pQZHfoeGxNLTPS8Dgt6SZLYd2AfjU2NftOwuNh4FsbEdbnwHzF8JCOGj0CSOppshIWFMa9dQr5h6cMYlj6sR+GhJy63WYggCHz0yQccOnqQv/7+GRQKBR+sXU1W5ggAEoYkkDAkAfD6zUyaONl/7Pgx4zv0My0lzf8+MiKSRQuu6/L8J0/05tXojXDl/U7V4b1K0X046K+LUqkkK3MEw4dlddm/sNAwZk2f3eV3BoOB6VNmXPDdoLhBDIob5C83KH4Qg+K/ej9h7ETGj5nQ4biI8Aj/WAWip9DYMn2j/fOtN+vtb4J+9wHpS1hEm83Gvn37sFgs3HLLLd1mnRUlCQkFdpudvJP5lJR5o1CIokDusTz27T/Ekdzj5GR7H0aHjuSSe+wEh48eIykxQdZ+yMjIyHwD9CYJYOcQku0X2T0d3zkJYft6fZ/11UGz/U7ixaLWqPF0Cs/qY8igBFKT01AoFL3eBe5c1uVy8vKrL7J4wXWkpaYHLNf+c4VC2WN7vvHs6+50XxEEDypV9+Pr64coXui3qVKpWLL4RgxBwSy/Zxm3f/82PG43j/7XL79233o6/8s1Ph6P+4Iw0O1RKpWIktirzdxA/bvY7y62vUuFd6Nh4DlaDwQCBejobwbUKrunAbFYLAiCwKxZs4iO7lrF6CPcGMaN11/L4SNfEhYawk3XLyIqMgKlUonBEETeqQKW3byEnOwRlJafZ1BcHEe/PE5i4mDGj+tb1loZGRkZmb4RaBeuN5tRPZlt9eb4vmx+XQ5iYmJosjRhMkZfMN989/a7/YkSLxatVseqdz4k2GBApRpQU32PSJKE2W4mJKx7UxqFQoEhOAirw0ZIUMgFfj3JQ5N59ul/UltbA0C0KYagoAud4r8NiKJIXUstMYNMAcsEBQXRIDYiiALqb9k1/7o43Q5QI0fH6oKBoO3oin6/Q/uSByQqKopp06Z1CIEYCKVSyYSxoxmb442e0H4HbNTILG5bemMHiTwjPZXv3HKDX1KXkZGRkbl8dPXs726i7MnUqjf5QHrb1jdBYmIiZwrPUN9cS2RYVAchwRBk+Nr1KxSKLn0PBjqiKNBiacHsbCYpJbnbskqlktj4WErOlSKIHsIMxgvmb71OT2LC0MvZ5cuKN9Svk6qGSoJC9ZhMgQWQkJAQjJFhlFacIy5yEAa9AcVlCOk7kBBFEZvDSl1rDYOGxPdqfXg10lUOpf6m3wUQH51jtXeFSqXqk12gQqG4QF05Z+Z0f10+pk2+BlEUZZtDGRkZmX4ikN9H+898/hztv+8cJauzMNLZ4b0rH5P+QKfTkZ6RTmlpKQXlJ+Xw720oFAoiIyNJy0jDYOheEFMoFISHh5OarqKkpITy2pIBs7i6lOj1ehISEoiPj++2nFKpZPDgwej1ekpKSrBV9T0B5rcNhUJBSEgIKWkpGI3G/u7OgKX983CgbLL3uwDSlW3u5SQ25kLTrWhT1DfStoyMjIxMz3QXkrcr86vOjunt6+g8t3QWQvpzgabT6cjIyCAj48IoTjK9JzQ0lOxsOUu2j6ioKKKi5HWNzMBmYIhBMjIyMjJXLd/UBpTs2ycjI3O1MVCfe/0ugFzp6kEZGRkZmQvpKiJVZ7pzNg9k09zTMQPJBlpGRkbmcnOxwT4uN/0ugHRmoEpqMjIyMjKXju7MrNq/fGU7h+Nt/10gU972uQd6Ct07ECZkGRkZmctBZxPVgbDWHjACiLwzJSMjI3P10dWk2JUDeqAcHj3lrAjURuf/ZWRkZK5UenpW9gcDRgCRhQ8ZGRmZq4uuBIveOIcHElS606p0rr9z+YE2OcvIyMhcCgbq+rrfo2D56M3DX5IknE4n1dXVDB06tFfHeDyeDnlAuqqzpaWFxsZGUlJS+tzvQHW2trayfft2bDYbd9xxR5/r2LhpM+PHjcXUFqFLFEU8Hg8ajeaiJkqXy8X27dspLy9n9uzZpKam9rmO3lBbW0txSSnXTJwAeMfC7fagVqsuKvSbJElUVFSwadMmUlNTmTZtWreZYDtjs9k4+uUx6usbWLRwATpd/8YIdzqd7Nu3j/z8fBYsWEBaWtolb8P3O9HpdCgUCiwWCxaLhbi4OCRJoq6+Ho1aQ0RE+Ndu61xxMZIokZp6aX47XSGKImfPnmXHjh3ExMRw4403XpZ2XG4BzHWhAAAgAElEQVQ3yrbQ3aIocr6igsGDBqFSqbDZ7dTW1jI0MfFrL1TtdjsnT+YzYkQWQUH6S9T7jvieQdu2baOqqorly5cTGRl50fXV1dWxZs0aZs2aRVpa2iVbrHcWCHyfdVWuq2M6R7/qygTL97e9mdbFTMa+uaK4uARza+uAnNCvVDQaDXHxcSQmJvb4/JckicbGRkpKSrBarPJ1kukVCoWC0LAwkpOTMBqNV9SGxECK/NeeASOAdJf/w0draytnz55FpVL1Om/HmjVrGDt2LEOHDu2yvNPp5N///jerV69m//79KJVKXC4XCoUCq9VKUFAQOp0OQRBwuVy4XC50Oh16feCFgyiKrF27lvr6ehYuXOj/zGKxotNpUSgUaDQanE6nP2mOy+VGr9fh8Qi43S4qq6r83zmdTsrKyjlw6Ag3LllMSIg346sgCP46Aj2UJUnC4XDwzjvvcOLECZYsWdLnWNlutxurzUZIcDBqtRqXy4VSqUStVuN2exBFAa1Wi9Ppoq6u3n9zi6JIQ0MDm7duZ9I1ExkyeJD/nBwOB5IkodfrA153t9tNXV0dt912Gw888ABxcXG9FmJ8571n7xcUl5aRPSILrVaDJEnY7XZEUSQkJMRf3uPxYLPZ0Ov1aDQaPILgzSOjUuF0uVC35aDxeDxYLFa0Oi1BbX333RsajabbydFut/PRRx+Rm5vLrFmziIiI6O0lALz3gdvt9o+ZSqVCEASsVm+/tVoNHo9AdU01/37tDR77+U/RarXkF5xm3YbP+N2TT9Da2spzz7/EnbffRni4EZvNhkcQCAsN9V8Hu92BWq3CbncQGuq911wuFzabDZ1OT1CQHlEUcTqdNDU1d7ifRFHEarWi1WrR6XSIoojL7UalVOJyuTEYgvwPQpfL5b8HAuF2uykqKuLFF19k8uTJJCUl9WnMRFHEYrWCJBEcHIxKpfLfA5IEBkNQW1/c/GflKjKHDWPM6BwUSgXP/vMlHnv0EaJNJtZv+Iym5hZ+eO893t+D1UpISIj/evueGS6XC7Vag06nRRAEbDYboiQRGhKCUqnE6XRhsVqx2myoVN572XevegSB0LZ70uVyt5V3oNPp/O14PB5cLhd6vb7b30JLSwuvv/46LpeL0aNH95hPoSd8v9sVK1bw2GOPXdZs0kqlskvBBLoOudtb892e8oz0lMiwrq6Omso6YkLjGGpKGTCx9K90JElCEDw0mhvJP5VPxrAMdDpdl2VFUaS2ppa6mgYGhSegj9Vf8Yn4ZC4Noihid9ooL6nANchFdHT0FSWEDET6XQDprH4PdMFbW1spLCzEYDCQmpqK1WqlubmZ+Ph4NBpNwPpzc3MpKipi6tSpTJgw4YLFTkVFBWazmdDQUCwWC6GhoXz44YecOXMGQRAYMmQIy5cvp6CggI8++giNRoMoijzxxBMBF05Wq5WqqioWLVrEiBEjcLlc7D9wiLPninF73AxNTGT61Mm89c4Kbr9tGU6nk1179rFs6U2Ul5ezb/8B9PogwsJCkSSJXXv2ciLvFFarlU83fs7Sm29ErVaTn5/Pu+++yz333ENmZmaXfXE4HHz88cd89NFHZGdn09DQQHBwcE+XxU91dQ0bP9+MKIoMio9nxoxpnDtXTGNjE+PHjWHNJxsYlT2C5KQk9u77guLiEubNm+M/9vMtWzl7rhin08WIrOFMnDAOgOeffx6VSsUjjzzSZbuSJHH8+HFWrFiB2+3GYrH0KUu9xWLl042bOHkqn2iTCQkJURTJ/fI4J0/l02puZeb0aYzKHkltXR0bN21GEESMxjCWXLeIQ4ePEhcbQ0pKMh+v/YTZM2agVCrZ8NkmAEJCglk4fy6hoaEUFxfz5ptv8oMf/KBbLdrq1atZt24dsbGxlJWVsWjRol6diyRJlJWXs2fPF9idDkKCg5l8zUTi4mJZ/+lGGhqbCA42cNutt1BeUcGnn32O2WJlw2ebGJ45jHCjkYbGJiRJ4tjxPAYPHkx6WionTp7i2LHjtLS0MumaCYwbOwa73c6b76zAFBVJQ0Mj1y6cR2hIKJs2b2lLlKbg1qU34XG7+WzTZlwuFwvnzwO8i/Dde/ZRXFqK2+1m2S03I0kSmzZvRaNW0WqxMHvmDFJTkrHb7XzwwQeIosg999wT8Nzz8vJ4++23qaiooLKykvHjx/dqzMArsO3eu4/y8vOo1WrGjhnNiKzhHD36JbnHjiOKIrNnzSA+Lo4du3ZzIu8UgihitVmZMukagoL0tLS0AHCuuIR77/kuDY2N7Ny1h6amZoKDDdy45DoMBgMbPtuIw+EVLuJiYrh24Tx27dlLWfl5PG4PU6dMImt4Jnv3fUFpWTmjskf6F/Vnis6yf/9BzFYLE8aPY8K4sWzbvoPGpiZcLheDBw9i+tSp6PU6jh8/zsqVK3nyyScDChWCIPDiiy9y8OBBsrOz/YL118FoNJKVlUVLS0u3z9uLoS8aifZO5IGElEDlfe/bJy3sLaIo0lDXSGRIFAZ9sLww+QbxJhTWEB0eQ01jFZWVlSQnd50h3eVy0dTYTLQxFr328mgXZa5MlEolBr13bdRQ10hUVNQVk5y6c5COgWKSNaC2BrobFIfDgdlsJjg4uG233UlTU1OvJpO6ujrWrVvHW2+9hc1m6/DdZ599RlZWFpmZmZw/fx673c7u3btJSUnhe9/7HgUFBVRXV7N161ZcLhePPPIIR44c4fjx4wHba2xspLGx0W/ycPZcMfkFp7lxyXVEhIdTXV2NzWbj4OEjhIQEU1lVRau5FYDExATi4+Kw2e3++mZMm0ZEuJF5c2Zx45Lr/D+Ks2fPsnfv3m5NK/R6PdOmTWPo0KH84he/4Oabb+71YsRms/PxJ+vJGZXNkusWU36+gtraOpKGJnIk90tefOVVRFEgc1gGBkMQM2dMIy+/AF3bwio2NoapUyaTkpzEzTcuYczoUYBXE7Bt2zasVmu37Y8aNcovAN5zzz19Mhv7anEYzA1LrmPCuHG0tLayb/9+Zs6YxvixY9m0eStOp5O33n6PxIQEln/nVmZMn4pKpSK/4DRC2y7/wUNHMAQb2Lf/AFqthuXfWcq1C+b7F4AVFRXs3bu3R83S/PnzGT58OPfeey/33HNPr4Upu93Oth27yMhI4+Ybl3DqVAEeQWDtug1YLBbuvP071NTUknfyFIlDhpCYMIQpk67hhusXMzxzGBEREW0CewsnT+Vz3aIFWCxWdu3aw4zp01j+naXs2LUHq9XGueISTuXnkzMqm7vuWE5MTAzHT+QRFhrKsqU3c8OSxeh1OkJCQrjh+sWUlJb5d+dPnsqnoPAMS2++EQUKjhzNpbKqijNFZ1m4YB5JiYmcO1eMJEmYzWYOHDiA2+3u9txHjhzJ6NGjWbBgAQ8++GCfzCRra+soLS1nyXWLWXrzTaQkJ1NaWs6776/khusXk5mZwbYdOzEYDGSPyCIuLpa7br+N6dOmEhQURFRUFI1NzZzKLyAtNQWTycT2HbsxBBu4Y/kyGhobOVN0FkmS+HzLNjQaNXfcditTp07CYrFSWFjE/LlzuPP27zA0MRGAaVMno1Kr/OctSRIfr13HhAnjmDp5Mh99vBa73cGJk6cYmpjIzOnTOH++ErvDq7UrKiqiuLi42/NWKpUsWbKEUaNGcf/997N48eJej1l3VFZWEhQUdNkn5a7mgO6cyS9WGOlsttWdUCFJEi6HiyC9QRY++gmFQkF0eAwNDQ0By3g8HgSXgE7TtYZERqY7FAoFQXoDLodrQCzQLycD4TnW7wJIZ9veQIMSExPDsGHDqKiooKqqCpPJRE5OTkBVbGe0Wm0HkxuA6upqPvnkE4KCgnC73ZSVldHc3ExQUBALFiwgODiY4OBglEolp06d8psvGQyGgIv47du38+Mf/5iEhATi4+MB7+7p0KEJRESEExYaSmREBFXVtSQnec3CampqGdRWVqlUUlNXR1qqd4dHoVCg1WqoqKwiPi7Ob34jSRJLlixh586dxMTEBDxvhUKB2WwmJiaG0NDQDscLgtDtj6yyspKGhgZyc4+xbsNnWKwWlEolWq2WsLBQ7y73rbegVqvb2rEAEnFxsQCoVCoaGrw7CUZjmH/nVKfTsW7dOn79618HvN6KNlv84uJipk6disFg8C90RVFEFMVu+65UKnG73QiCh9jYGLRaDQUFp4mNjSUxYQiRbf4PZ88VI4oiM2dMIyhIj6kte2x9fQMR4UZKSksxhoURGhJCamoypwvP8OHHn1BbV+c3FZk+fTpbt27t0cbeZzZoMpkwGAy9vg5miwVJFElOTkKn0xEeYUStUnHg0GEsFgurP/gYp9OJJEkolUrqGxpISU5Cr9ejVqsJM4YBcKqggCBDENEmE0Vnz1JdXcO2bTtY/+kmwkJDkCSR4pISxo0ZzbCMdEJDQwg2GEhMGMKJU6f44KM1OBwOlEolSqWSxqYmtFotxrb6Dx0+wpicUUSEhxMSGgIKBbV1dYwZPYrQ0FDcHg/h4eEoFApiYmJ47rnnuO+++7odM9/9m5iY2MHkyXcPdEdYWCiCIPD+qg/IPXYMtVrFFwcOYAwL49ONn3Mi7yQqhRKlUoHNbic2Nga9Xo9O6zWTjIqMoKqqmnPnvGMC8OWxY5w7W8yqDz7G7fagaBtvt9vNooXeZ0ZkRARanRalSsmatevIO5Xv9/XQaDRUVlZiMnnvlby8k2g0GoZlpBNuDAOFgpbWFvQ6LWPHjkahVKLRqP2/saVLl/L+++93awKlUChwu91oNBqioqL8z6re3GvdER4ezrp169iyZctFHR+IQP4bXdGVINI+1G4gp/KucoAEcmQP1EdJAqVsztOvqFTqbn/3kiQh0X+LK1EUaWxqxGK19Ev7gWhobKCltaW/u9EjZrOZuvq6fl38KxVKJGng+ElcCnoTabA/GFBP057UQvHx8aSmplJfX98nNfrgwYO55ZZbuPXWW/271oIg8PTTT5OTk0NdXR0ej4eSkhIaGxv9O/PFxcWoVCqCgoI4efIkBoOBvLw8BEEIuBs/ZcoUli1bhsVi8e9wm81mtBotVpuNYyfyiIuLpb6hnoQhg7FYLJwtLiYl2Wvb7vZ4qKmpZUTWcH+dDoeDxqYmotoWx77P1qxZw8aNG3s8//r6emJiYjrsXBYXF/Pss89y7ty5gMc5nE5MpigWLpzHdYsWcOstNxEbE+3dLbdY0el0mFvN/vIlpaUkJyV18IOoqq4mvJNm4NixYzz77LOYzWa6w2KxUF9fT3Z2dofPV65cyebNm9tMggJzKr+A6GgT+jYhtbm5BY1ajdvtZvuu3WQNz/T6d2jUCIKA3e7A6XRitVpxub129oeP5JKRnobb7SY1OZlHfvIwer2O3Xv3tQk4Ap9++mmv+mO1WlGpVB00JefOnePZZ5+ltLQ04HGCIGCzOxAFkcOHj6JAgUrtDaxw3eJFLF60gO/cegsjR2Rhb9MUxsfF+Y/XajQYDAYOHTrCsPR09Ho9zc0tZGZmcN3ihcyfN5sl1y0mODiYoqJzjMzK6tB+dLSJ+79/D06nk882be4wvkMGD/LfV80trajVKuobGsg/VUB6Wiq1tfUkJiTgcrlpbW3FaAxDoVBQXFzMK6+8QlNTU7dj5vF4aGlp6SBku1wu3nzzTdavXx/wOEmS0Gq13LF8GbNmTmfDp5uoq6unuaWFCePGct3ihSxauIClS28CoKmpmdDgjhsUkZGRnMovQK1R+4VqrVbL/LmzuW7RAq5ftJDMjHRKSstIS0khOPgrkyhBELhz+W2MHz+Wl155FYfTCYDNbqe+vpG4WO/1aWhsRKvR4PF4OHj4CKNzRtHaaiYyMhKVUklLSyvBBgN6nQ673c57773HsWPHepw8qqqqCAsL6yCoHD58mL///e84HI6Ax+3cuZNDhw6xdetWioqK2Lt3r19oWbFiBU8++SQzZ87stu2+0ldBoKe6BtIEe7Xzzvtvcbb4bH9347JSWHSaD9asBsDusPPCv55ny7bP+7lXHXn6H3/h/Q9W9Fju/Q9WsP/QF99Aj7y0tLbwyusvU1NbDcDH6z/iD3/9HR7B84314Wqj/WZMfzPgfEC6Q6lUEhMTQ3h4eK/NAKZOncq4ceOIjo7uYPKSl5dHbm4uq1evJioqCq1WS1FREY2NjZw/f55f/vKXANx///00NTWhUqn4xz/+gVqt5uGHHw7oR+GLPNReWBgyeDCbt27jy+MnqK6uJtpkQqPRsC7vMxqbmmhubiEqKpK8k6fY+PkWSkpLeXfF+4zOGcXsmV7fA0NQEC++/C9uvukGMtLTaG5uZtWqVUydOrXb8xdFkZqaGmJiYjoIBtu3b+f1119nyZIlAY+NjY1BEiXeW7EStUbDhPFjKThdyLHjJ7j7rts5mnuMTZu3cP11i1i7bgOFhWew2x2895+VLL52AREREYSEBLN1+w5qa+u4tW2xt3PnTt58800eeuihbvteXV3t1xb4cLlcvPDCCyxbtoz58+d3e/yZonMkJib43w/LSOetd/9D4ZkiIiMimDFtSpsTvcT//eOfBBsMLLluEbGxMdhsNl59/S3KKyq49ZabaGhsZM3a9bg9Hux2OzOnT/U75K9evZqJEycyd+7cbvtTWVlJaGhoh3vniy++4LXXXmPZsmUBjwsJDkGpUPDv199EFCWSkxKJjYkhIy2Nd1e8j8FgYFh6GqkpyYiiSFhYGK+//S7D0tL8Yx5tisLt8ZA1PBOFQkFGRjr79h/g3f+satNk3YzH46GyuprUtK/MnARB4MWXX0Wr0+JwOrhpyfUUl5SwZdsOzpwpQqVSseGzTcyZNYORI4bzyfpPMRiCmDZ1MtEmE3a7HZMpCo/HjcPh8GshDx8+zIYNG7jpppu6HTNBELBYLJhMpg7j+NZbb3HbbbcFPE4URXbu2sPJgtO4nE6GZ2YQGRnBuDFj+HjNJxScLkSj0XLP3Xd6xzgkmLxTpyguKeG7d91OTHQ0xrAw6urquXbBPL/mcNCgeFZ/tMartUhPIz09jYqKSjIy0ju0//nmLZSWlePxeJg/dzaiKPLJ+g2cKjhNS2srK1au4rprFzJiRBabt27nb88+T1hYGHcuX8bpwiJCQ0NRqVTU1tYSERGBWq2msbGR119/nccee4zRo0d3O25lZWUMHjzY/8wTBIGNGzeyZcuWbv2unnnmGbKzs6mrqyMzM5OamhomT55MfX09DQ0NjBkzxu+7cjnpaTOqsyajtxtSXUWBGQgT8ZXKK6+/THRUNKnJlyfq4kAg//Qp3lv5DrfetAyNWsPUSVOJjY3r+cBvkJnTZxEZEdVjudffeZX5sxcwacLkb6BX0NTcxD9e+D+uGX8NsTFxjMzKJjIiUtY0XkYGUj4QhdTP20TV1dWIooggCFRVVTFhwoR+VZ+uWrUKpVLJggUL/CYfq1atIi8vj8cffxyFQtGj2dczzzyDQqHgwQcfJDg4GEmSsFptSJLIk79/iqd+9yR6vR6Hw4FKpbrkTp3t8UXDmTRpEpMnex8qNpuNu+66i/nz5/OjH/2o2+NFUaS5uQW9Xve1I+n0BUEQ2Lx5MwUFBR0WTB988AEvvfQSK1asIDY2tk91eqMNeXei24c/9YXX1Op0GNp2jD0eD4Igdgjb63Q6MZvNhIeH9ykUMHg1Vq+88gqpqalcf/31gPfa/OpXv2LixIndOmL7omyhUPDiS/9i1szpjBs7BsBv9uaLjNYXXC6v07QxLKxbgd7ZFgErtJ0JVFf4okup1eqLDhfdHo/Hw9mzZ3nllVd46qmn0Ov1SJLEypUrWbt2Le+88063/REEAbPZgk6n7aAJcLvdmC0WwkJD+3wdRVHEbLGgUau7/T2Iokir2YxOpyOoB58rl8uNx+MmKCjoa4+Z7xo8+eST3H777YwdOxaAoqIifvOb3/Doo48ybty4PtVXV1fHW2+9hdvt5vHHH/9a/fPV2V2o3UB/fUKG73hJkvymmL7/fe99//te/5+9846Poswb+He2b7ak9wZJqAFCL5ZTUURBBaxn772h3nt6eiq2s7dDz+5ZwIKCglIEFBHp0nsC6b1syvY28/6xyZKETQgKJHLz5bNkd3bmeZ55Znae5/f8mt/vb/O39Xa/3091dTVnnXVWh232er3s2raHXomH+iBJksTWHVsoryhHoVCw8tcV9ErrzZTJU1m9bjXrNq4ls3cm11xxHWH6MKzWJhb+8D3rNq5Fo9YyaeJkThl3KlableUrlpKWks5PK5fTaG3iogsuZsSwkQiCQFFJEV/N+5LC4gJSU9K4aMol9Mnsg4TE3n17+HLeF9jtds74y3gaGxuZfM55mE1myivKWLjke7bt2saIoSO5aOrFmI1mlv70A0jQ0NTA6rWrGD1yLKeOO5VlK5axY9d2xowcy5TzpmIIM2C321n+8zJ+Wb2ScHM4V/31Gnql9aKwuIBVa1aR0SuTJcsWodFouOTCy4gwR/DVt18y8+3XOf3U8dx7+3QGZw9p02derxdRElGr1M3RJ93B71UqdYfPpNyy3YwePTrkd1arlcL9xaTGpYf8XhRFSkqLmTv/K0pKSxg8KIeLLrgIszkcn9/H+g3rWPrTEvx+kQnjJzBuzMmolCpWrV2FQqGgurqKdRvX0js9g6v+ejV1ljqefuEJNm3+jauvuJbzz51C7v5cUpJT6JfVl8XLFpOSnMKva1dRWlbCuWdP5vRTzsDj8bBg0becfuoZJCUm43A6+HHFcvr27UffzL40NTXyw49LWLthLSnJKUyeeB59s/rh9/uY9908hucMp09mXzweDz+vWkFMTCxDhwxlx87tzF/4LbV1tQzKHswlUy4hIiKSufPnEhsTS/9+/fn8q9mcc9YkFiz8ljpLHedPuoAhg3JYsmwxM/71KBm9MrnlhtuYeOZEfD4fC39YyPqNa0mIT+TGa28iMiIKSZIoKCzgv7PeB0Hgsgv/ytoNa5h45jlU1VSza/d2huYMZ/7333LP7fditdn4bM5syipKiYuJ47qrbsDlcvH517N578N3uPSiv3LbjbdjqbdQUFjAZRf9FVEU2bxtM4uXfo/f5+fsM89h9KgxaNQaPvtqNslJyVRVV7Fuw1oyemVy4zU3hTRNbbnXNBpN83sPoiQF77tQz9zCinyycwYc07nZ8WbTpk2oVCqUzRE9FQoFAwYMOPyBxxDljBkzZnRnA+x2e3AAsdlsJCcnd5sA4vf7KS4upnfv3vTq1Su4erh7926ys7Pp06dPlyYsSUlJVFZWkpycjNlsbvbj0FBdU4PL6QpOHltuhmPJ3Llz8Xq9nHHGGcEfp8ViwWg0ctVVVx3WEVoQBPR6/XH/IRYXF7No0SIuuOACYmNjg9vz8/O58MIL6dOnTydHhyYQ/liFWq06ZHtL+N0WAmGG214bVfOk8/eE3/zss89oaGhgypQpwYlrY2MjBoOBqVOndnofVFfXsOD7heTm7ScuLpa/nHpysA1arSaodTtSWswLD3c+KqUS/WHCvkJL/6o7zbtzJOzatYtZs2ZxySWXkJ4emFD4/X7q6+uZOnVqG61IKBQKxSHXFbp+3qEQBAGdVnvY30PwnurC86JlEeJo9Jnb7WbmzJmkpaUxYcKE4H3V2NhIeno6Y8eOPaLzFkWRtWsDJhlXXXXVH46m1Zoj0X63p30I3vbCSev3rV8t29vvb7fbOw1wIIoiNVW1RJhCh85etHQRM559DIuljvi4BOYtmMuX877Aam0iNiaOOfO+xGptYsSwkTz78r9YsnwxfbP64XA5ePv9tzjjL+PxeN383yMPsHbjWlKSU2loqOeDT99nwhkTcDjs3Pt/d9FkbWJg/2w2bNrAqjW/MGH82RQWFTL9wbtRq1Qkxify5def8/lXs7ni0quwOazc99B0amqqyeyVyfKfl5J3II+TxpzEW++9yQefvg9IxMcl8N5H77J42UK0Wi0mo4mPP/uI1JQ0+mb15akXnmDp8iVk9c6ioCifeQvmMmrEGAqLC7jv7/dQUVVOanIKufv38d3C+QwZnMPWHVvZvmMbMdExjBw+ipSklGB/WRosLFr+HXn5+7A0WIiLieOnVT+xvyCPpT//QGJ8EpHhofu6zlpDcnJyyO88Hg8NlkbCDYfmOJIkiS3bN3P79Ftwuz0kJ6WwZNkilq9YxqSzJzPry0954bXnSElOQULiv7M+xGa3M2r4KD79/GNee+NlHE4HCfEJfL94AaXlpWQPGMTiZYuprqkiOSmFjN6ZzP7yU5QKgYzeWTz69CMsWbaIuNh4QOD9j98lZ9BQDAYDTz7/BCOHjyI5MZkmaxNvvPNvws1mkhOTeejxB/nl15X079ef3Lx9zPriU7L7ZxMdHcMTzz5Or7Te9M3qi9Pl5P2P38Nut5HRO5Orb7qCMH0YvdJ6sXDJ9xSWFDJm1FiefuEJ7HYb6anp3HX/7WzbuY2oyEhcLidPP/8kgwcNoaa2ml/XrsJgMNK/b3+SElO4+293smnrb2T0zmTbzq3Mnf81J409md82b+TKmy4nMT4JnVbHh5+8z7KfljF25Fi27dzKa2++wsbNG1GpVAzsn80V112KUqGgd68M1m1Yyy9rfiG7fzabt25i554dJCcmM2rEGJavWMZ3ixZw0dSLef+jd3n06UdISUpFkuDF15/D7rAzesQYHpnxIAsWfovL5SQmOpbP58yioqqC8aed2ea5YmmwsG//Hlas/pGc7KGUV5WzePl35Bfl09BUT3JiSsjnYYOtnriE2BMmCpYkSVRWVgb9N1sEr9Zzq+6g202w2g883akaUiqVnH766YeYGEycOLHLzu4AvXr14oYbbjhke3xcHNOmdGzydCyYNGkSYWFhbdofHx/fqflKTyAxMZH77rvvEFO3Fu3Bn43JkydjNBoPuQ5dOZ+YmGjOm3wuAgIREeH/M/kHMjMzefDBBzGbzZsWGi0AACAASURBVMFtKpXqqPsgnEio1WpuvPFGwsPD2yyW9O7du8PQpZ2hVCo5++yzj2YTg/we5Xsos6vO8oB05HB+LMJQxsXE8cLTLxETE4sALP95Oa88+xp6fRhOl4sduwKhn/tk9uHCKRcxbMhwNmxaz5q1v1JaXkpGr95IksRtN9zO1PMvpLC4kFvuvpHi0mL6ZPblrDMmcMm0S4mMjMJoNPLZV58FTEC/+ZL4uASefeIFoiKjGDRwEA88fB8AS3/8AUmU+L/pD5GYkMjQnGE8+9Iz1NYF8jXlDMrh8X88SXRUNPkFBzCZTDz64OMoFApqaqupqCynrLyMpcuX8Ng/nuCksSdTW1vDI0/8g9XrfiUpMYnw8Ahuvu5WzvjLeA4U7OfWe25Gp9Xx9KP/4scVy7juyusZM3Jsm75qbGxgYP/BhOn0bNq2Eb0ujLPPmMi+/XtRqpQkJ4QWMP4IAd+/n0iIS+TfL72JyWhiw6b1zJv/NaXlJXy3aD7XXnkdN193K16flw8//YA33v43V1waMNNMSU7ltef/TZg+jMiISOYvnM/Tjz7DlZdexX8//YAXnnopGM2ydZ0XT72UO26+C0u9hdKyEvbs201G746F3b25e9m2YwvPP/USJ489BUu9hUeeeIgv5n7OUwOf6fA4m81GbV0tQ7JzuPzSKzj37MmUlBaHnFOdf+753HTtLXi9Xlb++jMFhQXcdevdfPn150wYP4GrL7+WBYu+5dc1vzD3s2/JyuhDVXUlN95xHYuXLmTVmlUMHTyMF556ibCwML76dg4znnk0WH51TTWPPTSD8865gPLKMi6eeinXX30jJpMJjVrDkuWLSU5MZvqd97Nwyffcc/t0hmQPYfHShQCUlZfx2ZxZXHvF9dx92z2olCoGDszmzXdmMu38CwFISkzmuSdfJNwc8KncuHlDUNPRgsfjwe1243IH/N6279pKVu++ZGX0ZeWaFfj8vhNGyDgcXYkUeLzpdgGkhZ7gFCMIwiGRsoA2E6A/gkajOS7206050mR3PQWtVntEQl9Pp7VP0JGiUqmI/gNZrP+sHE+TvxMFpVL5h+617qCzRaj22ozWIXdDCRXtx5DW+7eOlhVq/z86BqWmpBIRHolKqcJoNJGe1guj0QSA2RiIyBamDyN7wCA++OQ9Vq76GavNisvpCgawiIqKpk9Wv+ZwoHoMYWG4XE4iIyOJi4vn5rtuZMeu7Xh9XtJS0gGJrdu3MGrEaCIjAs/6zIw+JCUGJvAbNm3g1zW/cM60sxAICG1Ol5PK6iogMImLjopGEASioqJJiEsgLCwMr9dLuDkcn9/P5m2bKCgs4I7ptwYi/yHhdrvp16cf8XHxREVG0b9vfxQKBUaDCa1Gc9iAHL3SetPQWM9n82YxsN8gBEHA5XKRl5/L2aefc0zGSafLSWFRASeNPRmzKTCmjxo+mmE5wyksKqC+sZ4xIwMaQq1Gy9iRY3nF+xJ5B3IByBmcg7E5UEW4ORxvK5OxjjAYDGQPGBQ03TYYjcHJcEfs3ruTuNh4+mb1Q6FQEB0VzfChI5g7/6tOj0tKTOKSC//KS/9+gRdee46hOcN54O6/hdRanjLuVFSqQHQ9s9mMO8S5bN2+FZvdxkVXTqPlV+FwOti05TfKK8q45orrgvOliWee00YAAbjwgovRarVkhfUhISGBG+64lty8XGx2K9kDBiFKEh1N/QuK8qlvqGfK5KnotIH2X3HxlbzwynOUV5QDMCxnOBHhAU1XQkIifr8fn9+HhoP3TnxsPHGxcezctwOAJmsjgwYMwRBmQJI6j6R5IvJHtM7Hgh4jgLQMFD6fr9sFERkZGRmZY0P7ga/1ylyoLOetzaxCmVV15P/REnY41Of2viCiKB6Fcefg8YcIQ81vKyor+OeTDzOg/wBmvf85Op2O//vnA0DgfBUKBYLi0HasWv0Lz770DHfcdCevPvc6BwoP8Pp/XgXAbDLT0NiA3+9HpVJhs1uDK/FREVGcNX4Cd916L1qNBo/XQ3V1FRmtnMKDAlnzf0LwPAJ/42LjSElJZcbDT5KWkoYoidTW1ZKYkERlVUXbBLFd7MLyyjL0+jBuvPIW3p/1DqeddDqV1RWYjKZjtvCkVCjQ6fRtwtHWN9SzdsMaUpJSUCqV2B2BCJiSJNHQ2IDo9xPRbAqm+B0r5e3vg/bd03KfezxubLZA6N6IiEicLmdQUAn4kzVhMpqDx0vN97PX4wke5/V6ueOmO7j9pjtYt34tX877gsef+Sdvv/7+oX3RhXOJiIgkJjqWT96bhUYdmNSXVZQRGR7Jk889TklJUfC3WVxafMixLdfxk88+4snnn+Cff3+M0089g1pLLY/MeIiWez4UJqMJlUpNTW01fbP6AlBdWx00be3qOQiCQMs/AI1Gi9XWFDDvE4Su3q5/ejpanOluepQAAgHHUxkZGRmZE5cW86nWWoz2fh2H8+Vo74B+OEf09s7oLQJJy+t44HQ5aWxq4KQxJxMVFc1PK38kv+AAZeWlZPXO6vC44tIioqOiGTZ0BD6/nyXLFlNZVUl9Qz2TJp7Hm+/OZNHShaQkpTDri08pLSsB4OwzJ/L0C09SXlHG6JFjWLNuNd9+P4+xo0/qcpsHZw8hOjKafXl7Gdg/mzpLHbO++JQrLrkSlbrzKYRfFMk7kMfYhvqghgYCju+r1v1CcmIy0VExCAhYGuoIN4WjVBwbkxi9Xk/2gGw++OR9Thl3KqnJqcxd8DVz5n3BvM8W0C+rP//99APMJjOiKPLl3M/p26cfvdM6N11UKBTY7Fa2bt9CfFzXol8plSqUCiWbt24iPjaBn375ka07tnLJhZcyJDsHh8PB19/OYdp5F5J3II/lPy1l2gUXIygU6HV6Nm/bzOBBOazfuJaNm9czZNAQCgoL+OeT/+D2m+9k3NiT8It+Zr7z+mGTvbZGpVZTVFxMUUkRp447ldfeeJmt27dy1hkTqKis4J0P3+LWG25nzKhxzPlmDqNHjsFsDmfm26+3Kaf15HZP7h6MBiNjR43Dbrfx3odv43Q6aGxsJDY2Dq/Pw+69u9oIxVkZWfTN6strb7yCVqNFpVbz6hsvk56WTmYnv5PDMaDPADZsWU9JWTFhujCUyt8/Bd62zcaGdY1MvTAWs1nFO2+Xccop4QwbbmLN6kb27XMwbVoskVEnjiP70abHCCAtg87vdaiVkZGRken5tLdFDqURaf+3vQN5++/aazlatvt8vjbbWn9uHQXrjwbZEAQBpULRZok71DgWExXNsJzhvPDqcxiNJtJS00hOSmHm268zeuTY5hXbluOhpcAxI8cy+8tPufuBO1Br1PTr0w+tRsOceXO45/Z72b13F8+/8iwA8fEJpKakISgERo8Yw5mnT+DlmS+iVqnxej3ccM1NhIeHIyiENv5kgqAg1Jqw0WDkb9P/ziszX+K7RQvw+/2MGDaKYTnD2bV3Z6CdrbQorc970MDBvPvfd0hLTWfqedOC2/tnDcBsNOPzexk0YAiCINA/a8BRC2ARCqVSxaSzz2PHru3c/4/pGMLCUCiVPPrQDFKTU7nj5jt54tnHuemuG1AIChLiE/jXjOfQaDXNq+VtLm7wbVpqOgqFklvuvpEn//l0m11aR1lq/b/ZZGbC+Im899G7fD5nNlFR0SQmBJIRp6amce8d9/HGO//m2+++wev1cPLYU7hoysVo1BomnnUub7zzb378eRkR4ZHB8LoZvTLold6bGc88il4fhsPh4JJpl5KWmnZIu1tr2VrfA+NPO4v3P3oXs8nMQw88zFOPPsPbH/yHWV98jNPlYuKZ53Dy2FMYOXwUTdYmnnhuBhq1huFDRyCwNXD92t1DF11wMT8sW8JNd16PPkzPuRMmsWrNL/yyeiU3XXsLfTL78sJrz5GYkBQ8xmwO54lHnuKfTz7MnQ/cjgAYjSaefuxZ4uPiD1nRP1zY3klnBXwts3r3Ra8Lw+f3ER0Z/Yf8P7ZutvLuW6WccmoEWq2CV14sIkzXm6HDTKxc2cCiBTWcfnpkjxBAOoos2N30mDC8oihSXl7eYXg9mWNHZ46aMjIyMkeTUM6QnZllwUGNSeu/ocywWgsb7bUenYXhrampYfz48R0+8zoLw3ukiKJIraUWtUpNZEQkLpcLh9NBVGTnfl4ej5vaulpiYwI5nRqbGtHr9FRUVdDQ0EC/vv1QKpRs3LSeJ5+bwUfvziIxPrH5WA8VlRUkJMSj1fy+SGaiKFJVU4UhzBD0oegO/kgY3ha8Xi+1llpiomIOET6tNisej4eoyKhjOgZKkkR9Yz0+n4+4mLhDvhdFkcqqSqIiow7x47DarNhsVhLiEw+x67famrA01BMXE0eY/o/70fn8Purq6jCZTMHytu/chs/nZXB2DgBbtm3mtntvZtb7nzNwQPYhZXh9XuosdUSYI9DpdFhtVpQK5WH9/ALnY0WSpKCz+fHgfyEMryAIDGyXdPh40+0akPaT3p7gjH4sEUURr9eLWq0+omhGkiThdnuQJAmNpuMY6R1RW2fBaAg75EEmSRIHCgqJiowkKjLg0JVfUIRWqyElOSlUUTIyMjLHjdYmWa3/tv+uI9o7nrcut2Xb8Rx3FApFmwmnTqfrUnhjjUYbdC4Hgg64xSVFPPncDC6ZdikJ8YnMmfcF/fsNxNTsAB84VkN6WueT8q60u0Wg+bOjVqs7PJfW/XYsEQSBqIiOhU6FQkFSYugx2GQ0hWynIAiYTeGYTUdvsq5SqoiPa5tza+3Gtfz7P6/yt3v+TlhYGO9+9A4njT2FjIzQCSfVKjUJrczTutrHgfPpPmH3RKIn+oD8b8Tz7AYkSWLegoXY7Y4223fvzeWNdz6ksqr6iMqz2ey88c4HvPDqTB576nl++XVNh4Ou2+1h5ao1WOobgtvmzV9IQWHxIfvWWer5/KtvcDoPRuYoK6/ghVffxOc7PnbRMjIy/3u0X3xqoStK+cOZbbUuv6PjO6q/w/Yewb7HkzEjx3D/3X+jtraGzVt/Y+KZ5/DA3X/DEGY4/MF/MroSLKCnXqcTiSsuuZKnH/sXpeWl7Mvbx3VXXM8jf380GLHqz4wkSSecc3pP/T10uwak/YDR2cPFZrNRW1tLampqlzQAPp+PAwVFCIJAr7QUNBoNdrsDl9tNQ2MjyYkJ6HQ6HA4nftFPZWUVkRERxMR0HMbS6XRRWFxCSlJg9cRoNCAIApWV1bjcLlJTAitU9fUNzP9+CX0yM0iIjyMyIhCX/4flK1i1eh1jR48kKTEBp9OF2+2mqrqG+PhYIsLDcbncOJ1OHC4XapWKmOgo3B4PTU1NXHHZRdjsdmb+5336ZGUSGRFBfkEBJrOZpIR4lEolZRUVLP/5F3R6Hb3SUomNiaayqhqbzd6s7YggMiKwepa3P59ws4nYVud88rgxfPDJZ+Tm7WfggH6H7WcZGRmZIyWUBqKzgbKj70JpRtrvHyrU75EMyoIgoFQr8fq8wYhAPQWtVse5EyZx9viJSEgoFcoTNleQzWnt1GxHqVQiKAX8oh/VH3Awlukck9HE1PMu5PxzpwAcU9+d443X50WpPnHOp4X2z9ueQI/6hbaP794eq9XKr7/+Sv/+/RkyZMhhY4V/NmceuXkHgEBOgdtvvo6FS5bx7XeLSE9LpaSsnP+88hyr1q7ni6++oX/fLGrrLNxy/TUMGTzwkHbUWep56fX/oFQoKK+sIi0lmQfvv4sv585n7Ybf0Gq09E5P5fprruC7Jcsor6jk86++IbN3L6aefw5mk4kt23cy/rRT2H8gn5PHjuKX1et4850PGD50CHn783nob/fQZLXyxL9epH/fvjgcDm676Rp6pacDAgpBQWpyMkqlEpvdwb/feh+9TktdfQPjRo/kkmnn882CRezesw+P20NyUiK33HA1AG9/8DEmswmlQsHD/zedqMgIqmtrMRuNbQQ6pVJB/75ZFBSVyAKIjIzMcaH9YlQooaF19KzWA2rL9tbfhdJwhBJ0ujLRUCgUGMONNNgsRJljUCp61gRFEIQ2iSdPJCRJCuQe8bipqq+g34C+He6r0WjQG3U02huIMES2cQKXObqcaPecJEn4RT8NNgvGcOMJJ8S3fh72lHPr9rvnSB4O8fHxnHbaaaxevZqmpiZGjx4dMnFgCyePG43BEEZVdQ07d+2lrs6CIAicevI47rr1Bh57+gVWrFqNSqVixLAc/nbvHSz6YTnbd+0me2C/Q35cRcUlxERFcutN17J1+06WLv+ZOks9b733EZdfeiEatZo58+Zz7VWXcd2Vl7F67Qbuu+vWoHZhw2+bUSoUjBoxlEU//NimndPvvJXFy35kzfqNDBrYH5PRxMvPzmDhkuWsXruRXunpVNXUMO+7hbicLkaPHE5KUgIXTzmP/fkFHCgoYtuOnUw971xuueFqPB4Pf714Kr17HbT7vWDyRE49aSwffPIZNpudyIhwrFYbYWFhKNrFno+MjKDJau3ytZGRkZE5WnS0QhdKMGktVITSerQfY0KF+T0cCoWCxMQEKsorqGmsBBG6nPRC5g/SfH1U0DuzV6eJgVUqFUlJSZSVlVHdUNF8qHydZLqCBArQG3UkJib0mEn6iUy3CyBHgkKhID4+HrPZTF5eHtnZ2R0KIFarjXnffs/Agf0YnD2A0tKKoP2o2WRCqVQSGxON1WonMjKc6KhAxAuTyUhlVTWiJGGz2ykuKaNXWiphYXp8Pj96vR6lUklkswOgw+nEL4qcfupJCILA6FHD26mIDw5uy1b8Qk1dHR/N+pL8wiJq6ywAwfbEREdRUBDw04iKikStVmMyGXC6Av4ZEWYzY0eNIC0lmfi4OKpqapk9Zy4XXjAZrVbDlm0729TXnuTEBJTN2U8lSQyer8VSjyiKbbQgFks9aSnJHZYlIyMjc7Q4WmYBXXFI/71otVpSUlNwOp1yvqrjjEKhQKPRdMlZX6fTkZ6eLl8nmSNGpVKh1+tPKM0OtH3u9SSNYLf3cig1e0d4vV62bNlCZWUl559/PvHx8R3u63K7qK6t47KBA2lobKSqpgYAv+hn7748Kiqr+G3TFm658VrqLBY2bd3GRVMms3fffhIT4lEplWzds4/pDz7KW6+9QM7gbCIjwykuLaWysoqfV/0KAiTGx5OYEIfNbidnUDa5+w+ga84AajYb2bV7H6NHGvD7/fy6Zj3vvfEyKclJvPbmuyxcsoyE+Hh278ulzmJh3YZN9E4PxOzeuWsPxSWl7N23n6SEQPQIfZiejF7ppKWmAJCXX4DD4WBQdn9+XLGKxqZA9luVUoXf76esooq4uFjC9PrmvlW0WQsSBIGE+DgO5Bfi9/uDAojP52PHzj1cNPX8rl5GGRkZmd9NZ/4doT53pO0Itb39d39E2FGpVJhMxydKkszvR75OMjIH6SinUnejnDFjxozubIDNZgt2is1mIzm541X36upq9u7dyymnnEJKSkqn5ep0uuZspt9SWFRMn8wMBg0aQFFJKfvy9rN95x6yB/Zj2gWTyM07QHl5FRs2bUGpVDL5nLMwGg04HE4s9fWcPG40kRHhmM0mRL/I199+jyhKCAqB0089ibGjRvDt94tZuWoNtXV1jBs9EoCE+DjmL1xCYXExBkMYoihyzoTxzbaTSopLy4iMiGDLtu3sy92PUqXikqnnU1NXR27eAQqLSpCQuHja+eh0WuobGujbJwtDs4YlMiKcyuoavlv4Aw6Xi359shicPRCtVkOYPowlS39kx649DB86hFqLhYzeaYSbzTQ0NtK7VzoGQxhhOh3rNm6iX98sTM3apNXrNlBUWsbll1x4iGmWjIyMzLEkVDCSjvwDOxJCWh/T/vsWf5HWOUTsdju9e/fuUauDMjIyMkeLiooKFApFm1dsbGy3tqnHJCL0+XxUVlYyatSoTpNBuVwuDAZDl+zzWnJnaDQHc258/tU8JAkumXY+KpUKQRD45rtFuFxuLpp6HkqFosMIW06ni59WrsLj8bJ7Xy59MzO4eNr5CIKA3+/H5/Oj0aiPaBD7YfnPlJaVc+VlF6LRalEIAqvXbWDut9/zwjOPI0CnEb9azlGr1fyuwVOSJPbnFwSif0UHYpLn7j+AXq8nVc4DIiMjc5TpSDAADvHlCPW+Jclg622ts5+3f99ZAsKW99XV1Zx55pmyACIjI3PCIUkSW7ZsCSYhVCoDkfIGDBjQre3qdhOsFrry4Fer1UeUmVIQBHQ6bZttY0ePRGguq4WRw3Lw+/1oDlO2RqOmd3o6hcUlTDr7TAb06xNsd8tFPVIGZ/cns3c6Wq02WFafzAyuvPQiVF0oL9Q5HgmCINAns212375ZoZMJycjIyBxNQiWi7YqJQHtBpTMn9Pb1dOScLgsfMjIyJyK/J/Lf8eBPJYAcDVp8LFqT2kVna6VSycABfRnYSRjAIyUpMeGQbXGxMcTFxhy1OmRkZGR6Iu2FhtbbO/rcmeDRkYlWa/OtnhQHX0ZGRuZY0973rX3Qoe6ix8QZ6yz/h4yMjIzM/wadJaQNld+jq2PH4VYAZaFERkZG5vjR7QJI64GgJUyujIyMjMz/BkfyzG+txYCOc310tH+ojOkyMjIyJzKtn38tr56w4NLtAkhrFApFj+gUGRkZGZljS2dajo727cikShTFDs25WpfRclzL/l1pj4yMjMyfma4kaO0Oul0Aad8xR6tTJEnCW1OD3+HAb7fjtdQhSWKbfUS3G8nnQ/R6kXy+wADm8yF5vcdcEBLdbiRR7HQfv82Kz9p0VOuVJAnR40ESRUSPB9HpRPL74Sidr7u0FLE5ceIfQfL5Au30eREdDiSv96i10Wex4NizB3dRYY8TeEWPG8nfNnmWr7ERX2NjN7Wo+/E7HHhra5BEEU95GaLH091NkjkKtHc278qzvyPTqVBmW60/t88B0pmZl4yMjMyJRnu/uZ5Atwsg7TlqHeP3U/XWmzi2b8W+aSO1s2cheQ9O7CSfj+J/PIi7tATLvLlYV68CwLpuLQ0/LIHDCAd/qGnWJipnvo50mIm6fdNv2NatPbp111uonf0p3ppqaj/5mIK776Dg3rtp/Gn5USm/4qXncRUc+MPlWL6bT9PKFTQuX07+nbdRMP1uqj/84KgIN57yMhqXL6X0iSfA7//D5R0plm/m4qkoP2S76HJR/tIL+Orr22y3/roS66qVHZbnravFsuDbo9pG+7Yt2H7b2Gabp6qSmlkfH9V6uoJj+1aq338Pyeul+NGH8ZQUH/c2yBw72ms3Wm9rz+HGB1mwkJGRkTmUUM/Z7qbbBZAjHSy8Xi/l5YdO3g5BknDl7cff2IDfYsFTWAitNCC2Detx7NqBJjEJ5+7duIuKAPCUlODKywVJQnS7cOzeibu46GCxfj/u/AO4CwvbaDB8dbX46utw7t2N1KzedxcXYd+yGb/V2qZptg0b8JSXI+h0gWMb6nFs24KnouxgeQ31aHv1wjBsOAB+lwtPaTHeygo8paV4qiqaT1PCVZCPu7gwoMkA/E2N+OotOPfuRnS729Tt2LcP+/btKHR6HDt3oB+YTcxll5F/x+1BwcHX2IBot+MpLcFbVRFYPfR6cO3PxducUV7yefE1NuCtqca1PxfJFxDuXPkH8FZV4so/gOTzBtvoqazAsXdXsD3emuqgMOFrasTXdHCFX/R6qXr7LTRJybgOHEBye4i/7Q4aV67AuvqX5vp9uIsKcBccCGh1XK7gxF2SJHyWuqBWy1tbE+gLb6A9un79ib7kMlwHDgS1KpIk4WtowLlvT7BdosOB39qEK38/3qpKkCT8NhueinI85WWBc7XUBY4XRdyFBbgL8oPXwVtXi6/egmt/LqLPh+T346urofbrr3Du3om3pjqg2Wm5L37biPvAAVQRkcF7ypW7F19tDT6L5eC9smsHPoul+bp4ce7bg2XeXDzlpfjqm9vj8eDcswt3cVGwPS0aBMf2rfhtB+9Jv92Gc++e4DZ/UyPWX1fR9MvPeMpLm/vBimvPbmpmfYKnvBS/w37wOhTk4ykrpTMkrxfX/lzchfnB34evqQm/zYpj1078NlugbocdX10t7sJ8/E0B7Z+/oQF3/gEQRRw7dyA6HZ3WJfPnpyuCRuv3nSUkDLVfTwxJKSMjI3Os6UmLNN0ehvdIpDGHw8H+/ftxOp3ExcWhUnXSfEFAk56OyhyBqHWhTk4GISBviS4XdV/NIfmhfyBoNB21jAM3XAtSwFyq98w3URgMlM54HG9dLZLHg3H0aBLuuheFRsP2EcMwnXIyosdL4j334q2qoubTj9FnZiHowkh98ikEpRLR7aJp1UrMf/kLgkKBc+8eSh5/FHVMLH67ndSnn0abkkbdZ7OwLPye6IsvJe76G7H+/CNFf/87ALq+WYgeL5nvvk/5i8/jys1DUKuIOGcScTfcRNFDD+EuzAdJQlCq6PvtfBQqNZIk0bjwO0zjxqEym0EQUEVGYj71NMLPOIP6+fNJnH4/pY/9E1d5KXj86Pv0IeXxJyi49y5Emw1PeTkpjz2ONiOTor/djyT6UerDMI4cRcI99yK6XJT9618o9Ho0CQn0fuMtaud8Qe3nn6GJj0fy+Ul/+RUaFi+i6ddVJN4znZIZj5L27POozOFIkkTNB+8RNngwYQOzafr5Z5QGA4bBQ4iYeA51X8/FdNKplL/4PM69AWHBOHoMkVOmkH/brQxcuhxvdTVFD9xPn9mf07j0B6refhNVVDSe8gqyPpmFOjYWpcHQ5mo79+ymcPo9qOPicO3dR78F39G0YgUVb7yOvl9/fPX1JD/0ME0rV1Iz+xMUYWFok5Jw5eeTvXI1Zc88hbu0GAGBsJyhJN73APuvuhyFVoffakU/YACp/3qemtmf4diyher33yds6DBirroabXIKottN49IfiDz/AlAqsW/dQskTj6OOjsaxawcJt9+Fr66WfRdNJWzQYJz79pL61DNoh7WfwwAAIABJREFUU9KofvttbJs3U/bssxhycoi76Rby77oNQaHEW1uD+bTTSbx7Og2LF1E58zV0/fohSSIZr/+HhuVLKXn0n4QNHIjo8ZD+0qtY16zGMn8++H24CwqJufoaxKZGaj79BNe+XMqefZbYq67GMHIUJY89gruwEG9tLZHnnU/CXfcghEgSWvHGv3Fs3YLfakMdHUnvt96j4sUXaFyxHMPgHLxNDaQ/9yJNq36h7F/PEDZoEJ6SYvrOmYvSHI4mNQ0UCvT9B6DQh3X5mSHz56ArZgHtQ0mG2t7RPq33a19fT1oRlJGRkTna9NTnXbcLIF2VxBwOB3l5eYiiyODBg/F4PNTX1xMVFRUynrGgUpH29DPBz+bTxwOBznfs3IHk92EcM67D+iQJPBUVxF59HaZTTkEdn4B902849+0h4tzJ+G1WrGvWEH3pX9GmpKKKjSP5kcfQ9x+A5HJR8/GHhA0cSMTZkwgbmgPNkzJPeQW+eguGESMB8FutKIxGws+eiGH4cDSJgZwk8XfcjSomBr89sNorqNXEXn899s2bSf/Xs5S//hq23zbi2L6D/gsW4ti7m6r/vEnMlVej0GqJv+U2Is49l+0jh+G3WFDExeMuLMCZl0f83dOhXb+rYmLxt/Iz0Can0uvl15DEgMbHlZvLgKXLafr5ZypefYVeM99EodfTe+ab+JusVLz2Mt7KqkA7r7mOyHMnseOksbgO7Me++TeSH/wHxpGjKH7kIZy7dhFz5dU48/IoevD/iLniSvR9+gHgq6mm9qs5ZLzz7iFtVBpNAe2OpY7GFT8RMXEiqqho6r6aQ/TFl6CKjKLp5xWIbjf6fv0Q1GrqvvgcTVo6hpyh1Hz0X6xrfiVqyrRDrnf9ooWEjz+TpP97kPzbb6V+0fco9Qb0/QeS+cF/qf38M+xbNoHfT+yVVyM6bERffhV5V/4V24Z12LdtJWraNHwWC7ZNv+GrrUVQq4m75Tb0Awaw97xz6W02k3jPvdi3biZx+nQMQ4YF6/eUleK3NmEYNgIkEfvWzURMPIf4m2+l5OEHAVCYTCT/4xG8NTV4q6toWL6M1H8+TvKjj1Hx0ov0nvlmsLyEW+/AmZuLY9dOrL+sJPHu6fgsdWh7ZxB94SWE5QxB8vmonDkTw4jhGIYOo+6LL3Bs20L0hRchOuyILifxN90aLFOTkIC3tiZYj6esBMu33xJ/622IbheVb8wk7rrrUZrDD+nfyMnnoU1JwVNVQfGD/yD9pVcBiLvpZmKuvJqyp5/EmZsLgHHUKDLe/YCSfzxI7ZdfknT/A5hOOhmAPh/PDvVzlfkTcqSDYmcaDLGVNrorZfWkQVhGRkbmWNJTI/91uwlWVyOR2Gw26urqiIyMRKfTYbfbKS8vx+fzhdy/Q/x+mlb9gmHYCBQ6fUulzaY4UsBMS6FAEAR6vfwaPksdhffejetAHqLLiTYjg7AhQwg/fTwpDz+KOjqQMFAdE4M2JQVBEFDo9URddAmG4SOwfDuP0hmPI7mcQMD+X98/G01SQNDQZw8i7pprcezcTsHdd3boPyEoFCjUWgSdFoVOj6BU4W9sQBUVhUKvPzjpkyQUOh3K8HAUWh1KkzHowF327NNETJqMOi7ukPK95WUoIyODn82nnoqgVKJQa4L1KMMMaFKS8VpqAQJ16/QotBoEhQrJ60FQKFEnJqI0h6MIC8PXYEFQKlGazaBUooqNQfR4EJRKNMnJOHfvRpOcEmy75Zt5mE46CV1mn0MvXUM9yvAIRJ8PZXg4hpGjCBuSQ9pzL6JOTCThlluofOs/OHbtxDAyIOCJHjeGYcPRD8wm7fkX2wmdUtAEy19bhzo2NtCulFT89Q2B6xofj6BQoIqIQPK4kSQJhV6PQm9AUChR6nT4m5rQpqcTlj2Y8PFnkfzQI6iioxEUCjSJCSiNBvyHMRtqXL4MXZ++aJKTA+Z/TheqiMhAGenpAFhXraL6/ffQpqWhy+yD5HCGLMtTVUnJ44+hDDejHzgQlIF1hohzJxM+4WzqvvyCgrvvQvS48Tc0EHXeBYQNziHliacIGzq803a2xldfjzI8HOOYsZj/cjpZH3+KoNMFTBd3bMVdWhLct/SpJ/DV12MYOhxBpUL0BEzxNEnJgX40GhGdgfPRxMejUKtRJyTgq6nucntk/lz8HiEglCNlZ4Nrewf3nhQBRkZGRuZ4cbgogd1BtwsgLRxOQouLiyMjI4OioiIaGhqIjY0lJycHrVZ7RPWILhfOXTsxjRuH0CxoqOPjcBUVgs+Pu6gQVVQUAMrwcBLv/xvatDRsmzehio5BtNrQZ/bBMGIk6vhYUDZ3oSAEtRwBm3uJyPMuIO25F3Ad2I/PYsFvbaL6ww+ImjYNoUVr4/Oizx5E8sOPotTpcO3f33HjW7qnuZ80ySk48/Jwl5Xizs9H0GoD5QqtlAeCAEg49+zGuupXYi6/sm10GJeLhuVLqZvzFdEXXXywKrU6+F6X1Rd3UTGeslKaVvyEYXAOAK68XDxlpXjr6hDdThRGE5LXg23Napz78xCtTej69EPy+nHlBQQ4585dqKKicBcVUPPpJ6Q9+yyV/5mJJIp4LXU0rVpF3HU3tr0XRBHHrh3UzJ5NzGWXodSHoY6MQB0bh2nsOFRRkQgqNeETz8WxdSv2DRvQ9e3X3PYsBKUC46jRaDMyEJrN9hQGA5LfG/S70Q8ZhG3LZvx2G40rlqPrF8h2b9u4HtHhwLl7N0pTePC6te5fTUI8/qZGdH37Nt8XcQd3EIRWFy6A0mDAtW/vQf8Tn4/az2YTMXFioH0KJer4eFx5+xBdThqXLQv09/48FEYjhpGj8VZXI7kD0aAUGi3eulpEe8Avw19vwV1aQvj4MxEUioOaLclPxMRzSXnyKawrf0FyudAPGohj105MY8aiTUtDaTI2l6kJ+r0E7wmDAU9pGf7menRZfVDq9ahjojGOHoMiTB9oS0U5O085lYpXXgoe69i5A+O4cYhN1jaO/00//Yjk9eIpLUXd/LuzbdqEr96CbcM6wobkIHNi01ooaP9q2R5KkAi1X3v7ZkXLM7mVeVZH+/e0wVlGRkbmaKJoZR7dE553yhkzZszozgbYbLbg4GC1WklKSupQEDGZTCiVSkpKSoiPj2/TmV2l7vNZoFAQNWVa0FZdk5KKbe1aamZ9gqDREnPFVSj0eor//gCWb+ehMJlJvGd6cIW88q3/0PDDIvxNVgw5QxHUatz5BzCfciqCSg2iSMOyZVTOfJ26L78g9trrMIwYRenTT2AcOZLIcyYF2+M6sJ/yF5/H8tUcdBmZxF51DaLTQdED9+HYvQd3YSH2LZswjhwFCiUKvQ7jsOH4LHUYRozCMGQIFS++gLuwgLjrb0CTlo63ohJdZibquHhcebmYTjo5YJ51+RUYcoYG63YXFdH40094q6ro9frr6Jsn7Z7yUrRZfdA2ayYU+jBUUZFUvfs2/oYmUp96Gsnjwb55M7YN67GuXUvMlVcTNnAgrvwD+BoaaFi0kMS778U4fASalBQsc7+i/vvvCD/tdMzjz6TqzTeIv/FmIs6djK+uDm9lBb7qaiSPm/AJZ6No9s3x1dbQtGY1zl07ibn8cszjz0JpMKAwmamd/SmWb+bib2zEOHwECo0GhVaLJi2diDPPRFCr0WVmYfluAZa5X2FduwbT6DGowsMDEw+Nlqr330XXqxfGMeNwbN9KzccfYRwxkrgbbsK5axfu4mIal/0ACgWxV12N5POhjo5GGRGBLiMTb2UFURdejComhopXX6Fx6RL8TY2EDRmKp7QEw8hRKI0m3PkHiDr/AgC0qanUfvEl9i2b0GVmUf3Rh6jCw4m+5K/BCZE6JgbrunXUfvk5uowMDEOHYz5jPE3Ll9OwdAmqqEjCcoZiyMlBaQxoucpffxVvdRURZ52N32al+t13EG1WdH37Yf7LaTSt+ImKV1/GsmA+ifffj3HEKAyjRtOwaBF1X8/BumY1ppNORmk0ooqMxL51C9Uff4Q6Ph5tSmpA++RyUvPRh6jj49D1zkCdmETV++9j+eZrJLcL05hxSB4P7vx8TOPGBYMoqCIiqX7vXSS/D6UpnKhp07CtWYu7pITG5UvR9+1PxKTJOPftxbFlM9b169BmZJFwx50hfUpkThzaP+/bm1l1RcPROg9I64G1db4PSZKCplot71v+2u12MjMzj+6JycjIyPQABEGgsrIyYKGjUARfsbGx3dsuqZvFoMrKSkRRRBRFysvLGTVqVKeaEL/fj8vlwtDOibirNP78E7rMPmhTU9tsl0QRye1C0OqCEx5J9CN5PAhqzUGNBYEIUJLPH9A4dDIwSm43CKDQ6pBEkfrvv8N88smoms22mncMRGvy+RB0ut9lGhCIpCQFhJ8Qx4tuN02//oJp7EmHOF93uY7miEuCUomgVOLcn0fVW2+SOuMphOaJf3BfUQyscqtUB1cX/T4kry+wXwfn6Ny7B5RKdFl9utQPkteL5PcFrlkn+0uiH8ntCVyvTiazkigi+byB6y0I1M6ehbushMT7/hYQDDoLegAHr2Mn90Uo6hcvImzwELQpKW3L8/uR/P6gMBbc5vMhaDSdn3Pz/SdoNAfvZ0lC8nhAENqUCQHNoKBSNWvQut72QO4cL4hSm3sg5H5eb6AOhQJJ9FP6+ONEnH02hlGjg31W89ks3Hl5JD/8T1AqZeHjBKQjU4BQgkcL7QWH9u/9fn/wc2vBouXl9/uDfyVJwtccIc/v9+P3+6muruass846puctIyMj011s3rwZpVIZfCkUCgYMGNCtbeoxAojf76eyspKRI0ceU/vcbrMBliSk7qi3Vd0cxfr91iZc+/MIG5xz2Il5V+lp9tnuwgL8TgdhA7KPaT097byPB5Ik4dy5A3VCAurYgz5JrsICRJuNsEGDu7F1MseS9gJIqKhW7f+2f99aCGkveLQIGe0FjfafW8Ydv99PVVUVEyZMOB6nLyMjI3NckSSJLVu2oFAoUKlUKBQKlEpltwsg3R4Fq4XWGWqPdT3dgiDQbdPLY1C30mQORGw6ivS0Cbi2V+/jUk9PO+/jgSAIhA0ecsh23XHqc5meQ/uwuYf73LKttdlVKNqH5G353DpiVgsKhaLHRoqRkZGR+SO0n1/3lGzo3S6AtHcAdLdLnCcjIyMjc+LQWejdjhIKtvf1aP2+5dVa89Ha9Krlc4vWI5RZlsfjkYUPGRmZE5b2z7ee8LzrdgGkPaFyesjIyMjInBh0JGS011Z0lPOjfcLBFgGjRbvR8r5lgG2t8Wi94NUy1kiS9LsCmsjIyMj8GegJ2o5QdLsA0n5w6TS7uYyMjIzMn5rWwkVHGcxD/RVFMWgq1SJUtGhBFApF8PsWrUeLENKi5Wj5rqXe1oLJ4Ra+nFY3MyZ/dHQ7QkZG5phyzTNnk31qwKx32X9/Y/l/N3VzizonMSua6R9efPgdfwehcih1N90+22+Tk6LVQCQjIyMjc2LTmTaktaM5tBUa2ucGaa/laD2OtNeqhPIx6Qojz+3HZY+M/13nKSMjc3zZuGhvdzehR9H6edhTNL49oxX/IzidLhoaGrHabMGVuK7i8XgpKCrG4/Eco9bJyMjI9Aw6WqELJSyEEjZavw+VZ6T9wpeMjIzMiUxPfM7JAsgxQpIkXpn5No2NTcFts7/8mhvvuI/rb7uXe//vkU4d7i319bz6xtvBz1abje8W/UBjk/WYtltGRkbmeHO0tN6HMy+Qs57LyMj8r9HaJ64nWRh1uwASKrxiRzQ2NrJr1y5cLleXyrbU17NuwybW/7aZmto6RFGkuqaWvfvy2LBpCyWlZYiiSG2dhfzCItb/tol9uXl4vd6Q5YmiSHlFFWvWbSS/oJDSsnJEUcThdLJj5x5+27yNxsYmvN6AtmLj5q1s37WH/IJC3G43NrudCWeexsfvzMRsMjFn3gKcTic7du1h9doNFBWX4PP5qKmpZefOPWzctJVde/bS0NCEJEk0WW3k7j/Aql/XYrfbu97JMjIyMj2YzkLpdvS5I/Ot9vuHMsGSkZGR+V/hcME9uotu9wE5Enw+H3l5eVRWVjJ69GhMJlOn+2/asp2q6ho8Hg/Lf1rJzddfzdIff+anlas4acxoXn/zXZ545O/s2L2H+d8v4ezxp7EnN49zzhrPSWMPzcheUVnFW+99RFZGbxYuWYZKreLv0+/kpdffwhAWhk6nZd787/nH3+6loLAYh91Bbt4B3C4XsTGB7Od2u4Pq2lpEUUSpVFJeWcWG3zZjNpmYPWcuN193FRqNhn3787HbHezavQ+DwYDRYKCktIzNW7dTXFzK9t17uPOWG45ZX8vIyMh0B6FMpkL5b4R6H0q4aFn9a+2UHkpTcqTCiSRJVFZWUlNTgyiKxMTEkJSUdEzsq2tqavD5fCQkJHTYRo/Hg8/nQ6FQUF1dTWJiImq1Ovi90+mkoqKC9PT0I4426ff7qaiowGw2YzKZcLlcaDQaOWqlzJ+etIFxxKZFIIkSNSWNlOypPup1CAqBtOx4bBYHdWVNhz/gGHAki/3Hi27XgLTQFaksKiqKv/zlLzQ1NbFkyRLq6+s7LTM+LpbC4hK2bNvBvrwDNDY2oVAIjBk5ghuuuZxBA/uzbmMgKsKo4UO5/NIL+cvJ48g9cACfz3dIeeUVVcTFxnDpRVO4aOp5SKJEVXUN3y36gfzCIvbl7WfFqtXYnQ7Gn3YKsbExXDB5ImeNPw2TyQjA+o2b+fCTz4iNjWbyxLMwGgx4fT42bNpCVVUN+QVFZA/ox/mTzia2ua5eaakAJCclMu2Cydx0/VXsy93/u/pZRkZGpicRyiE81GAZym+jZXuocaP1MV2p40jJzc3l66+/Jjc3l7y8PObPn8+WLVv+UJkdsXfvXrZu3drpPosXLyY/P5+GhgZWr159iKWA1Wpl48aNIce2w+H3+9m5cye1tbVYrVYWL14sa+Fl/vSMPLcfF/3fafQbm0a/cWlc/tiZDJ/Y96jXo1QpGDdlIH1HpR71srtK+2doT6DHaEC60jGCIGA0GtFqtVRXV3fqkF1f38DsL77mqssvITkpkXc++KR5wBHQaNQoFAr0el3Q3Eqr0wKgUavx+wIO4o2NTezJzWNg/36YTUYkJFQqFYIgoNFoAPCLIoJCwZuvPteBY2PbQW786adw243XBj9//8XXIMEzMx5m9hdfd+qcrtNq0ajViDodfv+h2XxlZGRk/ky0FiDah+cNFfEq1DGt92m9X0f5P1r2aQnd236friCKIgcOHCArK4tzzz0XgHXr1rFw4UJGjBgBBDQSNTU1xMTEoNVqg/XbbDYaGxuJjY1Fq9Xi8/mCLwCj0YjL5cJisRAVFYVOFxinPB4PjY2N+P1+oqOj27TH5/NRVlZGbGwsERERuN3uoNYiKioKrVZLTEwMU6ZMQaPRIEkSNTU1qNVqwsPDD9HaiKJIQ0MDgiAQGRmJWq3mjDPOQKVSUV1dTXl5OW63OxgSuaGhAa1Wi9Fo7HIfysh0N2ddO4LtK/NZ9NY6ACZcP5KhZ2Wxb30J9gYnYWYtMSnhVOZb8LgOCu5x6RFExBsp2VOD0+pGqVagM2gwRuqxVFjxunyExxmISQmncEclggBqrQqVWhnQtkhQW9Jw3M7z90b+O9b0GAGkK9hsNtavX4/L5eLiiy8+5CHcBkFAq9VSWlZO3oF88gsKARBFP79t3kZKchKbt27ngXvuIL+wiA2/baZvVibrNmxi9MhhqFQq9uXt5/6HHuOt114gZ3A2ifHxVNfUsHzFSnbt2YcgCCQlxDNuzEhmffE1Gb3SqK6pZdoFkxEEgYxeaSxY+AMjhuXQr09WyGaq1CqsNhtr1m7g1zXrmTjhDADCzSYUgsDSH39m6JBBPSZsmoyMjMzRor3QEGpbKMGiI8Gj9cDaPpRvayfMUPUeCYIgEB0dzdq1a4mNjSUmJoaMjAzuvPNO/H4/W7duZf369RgMBpxOJ6NHjyYnJ4dvvvmGmpoa9Ho95eXlTJkyBYAFCxag0+nIzMzEYDCwefNmoqOjaWpqYtKkSQBBDYTb7SYqKooLLriAsLAwAAoLC7FYLGzcuBFJkrDb7cyePRudTofD4WDSpElotVq++eYbLr30UubMmRNsW0xMDJdddlmb/v3000+x/397Zx7d1nUe+B8eFoIECS4ACBBcQFKkREqkqI2STNtU5MgjO15rK7aP7bhp4ixnatedOEnraSdVTyeZM5O0E+fM+DhpG8etndip7ZFsyZIta69saycpUQsXcMdGAiRAgCRAAG/+oACTEAFK1kLGfb9zeN7C++793iXPu+973xYIIAgCk5OTPPXUU+zcuZMVK1bQ3NzM0NAQTU1NrFy5knfeeQeZTEYoFMJsNnP33XejVqs/99xKSNwsLhztpWp9CUN9Izi7h2k50MnpPe2ExkPc+Y01rPhyBR67D61Ow65fHcU94OO+ZxuQyS59EM9N582f7MdUlsdD32/EbfPRdqyPcCjMstvLGHWPYyzLZds/HAbg9seWU32rhczcdM4ctLLn1yduyn0muq/GQgDmG/nWrVu3zqcAfr8/vhgEAgHMZnNS7czr9eJ2u6mvr0d/KaYiGWkqFTpdHh3WbtRpKlavWkHFolI6rd2MjY2Tnq6mYV0969au5mJ7B5OTYeRygZKiQtavW4M6LQ25XI7JaGR5zVI0GRlkajLQ5eVhczhRKhWMjU+w4bYG1qysw2Z34HYPk5WVReWicgAsJUUMDnkAKCgwos3KwlJchDHfEJczLy8Xr9fH2NgY6+tXs7hyEbq8PJRKJXl5uQwNuTEZDeRkZ5OpyaDQXIAqTUVudjZlpSXX6a8gISEhsTBI9XUusQJ67Nxc20QLS+K5QCBAWVlZ0rHDoQhtx/qpaSyLy5iTkwNMuUe1trZitVrJyMhAq9Wyf/9+ysvLaWhoQBRF2tvbqaqqYnh4mIaGBioqKujs7AQgNzeX5uZmHn/8cSwWCwcOHOCuu+5i48aNqFQqBEEgEAgQDofZsmULtbW1HDlyhPLycrRaLTDlnnzu3DkaGhooKSmhtbWVO++8k8bGRmw2GwA5OTlcuHCBwsJCTpw4QUNDAzU1NWRmZlJQUBC/10gkwvbt21m+fDlr165Fo9Gg1+vp6OjAaDSyYsUKuru72bx5M5988gler5fNmzdTUlLC4cOHMZvNc67PEhI3Glv7EAqVnHxLLgDWJhvWJvuMNgNtg6RnplHdYGHFpgosNSaGHaPI5XIe/uEGjr53ntN72skxZlH35QpaD3UhQ8aRt8/gtvmoWl9Cb6sTpUpBUZWBnS99wrkj3Tzw3G3sffUkH716EoVKTjgUwVCcg28wwBv/fR/BQIjaxjKOv39xhjxZeRmsf2DpDZkPu92OXC5HEARkMhmCIGAwGOa+8AYy7xaQ6Q/8WHBgMnQ6HQ0NDVdULV0QBJbXLKVmaVV8wmPjVS+p5NEtD87wiSsvtfDoww/MOGcy5vPoww/E+xwbn+DjT48zEQzS3tnFA/dsRqGQYzLms+XB+4hGRQThM/lLiosoKS6KH6+sq71MzgJjPl/9o/tm9c+7df3aGcdrVq2I72/ccNuccyAhISGx0JkthiNVXMdsSkiqdSMxBeVc68yVEIlE8Pl81NfXU19fTzAY5OTJk2zbto1vfetbeDwehoaGaG1tJRKJoFarEQSB0dFRXn31VdLT04lEInGX2/T0dEpKSrDb7UxMTFBVNbVurVq1CgCXy4Ver0er1SKTyVAoFCnddWNKhUKhICsra0Zmx8LCQjZs2MCBAwcIBoNUVVXFx4GpqvAPPPAABw8e5Pjx4xQWFrJs2bJZx+nu7sbtdrN9+3YAlEolfr//muZWQuJmoEyTY6kt4NDvWzj0ZjOqdAWNj9Zx+yN1tB7uQq4QqP9KFWvuWoJCJUeMTj1rLLVGNjxeRyQSJS1diVwxZUnwucfoO+dCa5iyStqtHoJjk+z7l1Mo0+RUN1jobXUyPhpk1DOOIL95Xi2Jz8CFUg193hWQ6QiCkDITiSAIV+WKJJPJLjMzbfpSY7yvGI0N64lGo3P2rclI5/57NtPT18+WB++luKgwYayrX9QWYmCQhISExI0m2SKYSvFIrJYe20YikaRuVbNlyoq1TxzjSgkGg+zZs4eqqipWrFiBRqOhsrKSAwcO4Pf7ycnJobGxkUWLFjE8PIzT6WRgYIDm5maeeOIJCgsLee211+IuYnK5HJlMhlqtRqlU4na70el0tLa24vV6r1iuycnJyxSsxPvyer1oNBqee+45Ll68yI4dO+LjAUxMTBAMBnn66acZGhril7/8Ja2trTP6iEajRCIR8vLyKCws5N577yUajdLS0kJpaekVyyshMV9kaNPZ8sMN7Pn1CU7sukDAG+Tou+d57K8LiISjiFGRf/rBTtx9XoqqDBQvycdSY8RQnMNLf7odMSry2H+7A+HSe58YFYlGRUYcfmSCjKy8DJxyD2vvqyYzZ8olMRqZn5f+KynQOh/MuwJys1ODGQyXm4Z1urwrulYQBArNBRSaC+ZuLCEhISGRlERXqSv5KpcqfW6qQMvpaXxjL+jXstao1WrWrFnD3r176ezsJCMjA5fLxapVqygrK8PpdHLo0CH6+vro6+vDaDRSW1uLWq3m7NmztLa24vF4UKvVMwLhs7Ozqamp4a233qKiooLu7m7Wrl2L2+2eU6bs7GxOnTo1p4UnFApx+PBh+vr6EAQBvV4/I3hcJpPR1NREZ2cner2e3NxcTCYTfX19wJSyFAwGaWlpYf369ezatYtdu3YxPj6Ox+PBYrF87nmVkLhZeAf97PvXU9zy4FLKV5oJjU9irtRx5oCVMwesWGqMbPnBBrrPOKhcU0TbsT4GLg4CsHJTJXkFWeQVaMk2aAiMTIAoAiLj/hDnP+nhtq/WUr6igGW3l3Hod80Yy/IQmT+rw9XxaSeLAAAQJElEQVQ8Z28WMnGeJXE4HPGvKXa7nfr6y+tvSEhISEh8MUgWeD59PzGAPLaNnZu+jfUX249Go/H9mJtT7FxsrZm+H4lEcLlcbNq0KanM46NBdvyfT3j0r+6In4utWW63m1AohFarxWKxxAO/+/v78Xg8ZGVlYbFY0Gg0dHZ2Mjw8jEajISsri2g0Sk5ODi6Xi8rKSgDGxsbo6emJW1JKS0sZGRmZUQfEarViMpniQehA3MpiMBgQRTHugjU4OIggCGg0Gux2e9zVy+VyIZPJMJlMmM3mGfcb60sUxXh9E4fDQXZ2NhkZGVitVgRBoKysDJvNhsvlQhAEzGYz+fn50houMe8cf/8Cao2SZbdPxW3teeUEH71yckYbQZBhqTWhM2sR5DJGXAF6zzmZ8IfIzE3HUmtCm5eBdyhA56kBBLlAaa0JXWE2Q/0jhMbDBLzjTPhD5Jqy6D3nIhqJkpmXTmmNiczcdFy9I/Sdd2EszWXMF8Rj85GZl46hOIeu5pkxKQUVOv7811uu+1yIosjp06eRy+XxOBC5XE51dfV1H+tqmHcFxOl0xhcBu93O2rVr575IQkJCQuIPkrnS5862nxg0Pl3pAGa4YMX2E5UOURQJh8MzjmPKiNPpvGoFREJCYuFyJQrIQuNmKCAKhSIezjDfCsiCy+26UExDEhISEhI3llT+yFdSnDb2++l1PpJ9fU9MxZs4joSEhMQXkYX6vFtwCsiNIBiM0NTs5viJoRvS/1QhJi9en++qq8yKooi1qwe///KqsqIo0m+z4xkeuTSOSFuH9Yr/gcbGxjndfIbevv6rkul6YO3qYeQqgievNz7fKK3nLlxzPxfbOjh/se1zVQ+WkJBIzrUsiomxHsksKMmuWUiLsISEhMSNZKE+7+ZdAbkZQei/e8PKr351ka6u0evS30f7D7Fj14fx4/YOK3/8nWf59jPP87Wnn6GvfyDptX5/gDff3o7D6QJgfGKCt7a9h2/0ctmG3B7+7Z13CYyNASCTwc5dH9LR2TWnjKIo8rMX/y/7DhzGHxhL2Xb7zl187Zv/mW3v7Zqz30SOnTjF62++PeNcOBzm3fc/YGRk/hSQYydP8+77H6Rs851nn+cnP/15Sjn7Bmz8/S9e5sjR49dbRAmJ/9B8HqVjNotJMsvG9DESg9STtZOQkJD4InKtxVdvBPOeBStGYlrFZG3Gx8dxOBwpi0bF8HpDdPf4efe9Xh57rJwNt5tmbReNRvEMj9DeaSUvNwdtVhb5Bj3j4xN0dnUTDIZYVr0EpVJB/4Cd3Xv2sqislM6ubooLzRw/1cQdjbfxzHe/yQs/+jEf7D3AE488jLW7G9egm5LiQizFRQyPeLnY1sHxk6cpNJtQKZVMBIMEgyFsdid9/QMsq64iM1MDwMefHkOvz6PAmA9MLZrFRYXs3rOPyorylPfucLrosHbzyssvpqx4GY1GOXP2PD98/llql1YTDkdo6+hAm5WF0zXEojIL2dlaPMMjdFq7iUQiLKteQnq6mgGbgx279qDJSKejs4uiIjNKhYK29k7uvvMOCs1motEodoeTbK0WjSYDr2+UsbExTMZ8PJ5hurp7ychIZ8niiqT1XSYnw/QODOByDmIy5lNqKSYYDNLfb2PA4aB6yWIMeh3hcJje/gG8Xh/NLWdZXLFoKrbI4aS7pw+j0UCZpSQ+zjPffZqDh4+gVCmTzs+mjY18fPQ44dBk0jYSEhKfn9kyVyVW7k10s0pUJBLbT+9vesxIYvarxOroqdaU4PgkHrvvWm9XQkLiJjDmnUCtSb62/0dkobliLRgF5EpSg42MjGC1WklLS7uiUvLDwyEOH3bQ1+tn1DfJ0NAERmP6Ze06u7p59bU3qawo59iJUyytWsJTjz/Cy//8G9LS0vD5Rtm9Zx//5dnvcLG9g+Mnm6ldtpSu7l6M+QZOnG5m9YrlWLun3I7KLCV09/Zx6nQLqjQV777/Ad/6+hNEoyJHjh7D7w8wYHNgNpmYCAZxDQ5xuuUMXV09nL/YzteffIzJyUn2Hfx3nvnuN2e8mGdkpGN3OFPetyiKXGjrYHFF+Zxz5PWNMj4RpORSTROn08WP/u5/cs/dd2K19lBqKebrTz7GydPNOF2D9A3YeHfnbv76L79HV08vh498ylcfup/Orm7yDXoEmYy9Bw8zYHPwwvN/Rmamhm3v7aJu+TLW1a/m/727E4NeR83Sal76x1eoWFRGy5lzPHT/PdzxpcuLK0ZFkd/+/m06u3pYXFHOmdbzfP3JR3nn3Z309tvQ6/LYsWsPL3z/OT7af5BjJ5soLDCy9+C/8/KL/4umlrPs3P0RpSVFvP7mW3z7G0/FC0I6XYNotVrUaWkp56i7p5eH7r8nZRsJCYnPR6KiMVvsx2wpdmcLXk+2hsQUj1h2rNnap1I+FCo5Wr2GQ2+2fI47lJCQmA8q1nxWq61kqZFbt1xeDHohkW3ImLvR52C2tOMLIVPdglJAUuH1emlra0Or1VJeXo7f78fj8VBUVIRSObuWW1qaSd2KPGpP5/GNP6mcdYxoNMrhI59SW1PNlgfvQxAE0tPVtJw9x76DR3jwvrvJyoJdH+7lRy88z/KapRSY8nnisS0o5HIikQhNLWcRZDIGbHYab72FdfWr6O7pwzPixeMZxj/qZ3x8gtUr62jr6MRsMvHIQ/cjk8k48ulxigsLePLRh9mz/xBuzzAA7Z1WwuEIlmmV1AFG/YG4hSQZu/bsY/eH+9jyR/elbAfgdnvQZGSgUqoAsDkcVFYs4olHpuRxOl2I4lThrb7+AexOFxMTQTQZGaxZWYdcLuepJx4hU/OZTLesXcOJU82oVCoEQUCXl8vgkBuHw8mFtg7uvfs/8c//8lscThfLqpegUCo42dQ8qwJis9n57e/f4Te//AUFJiOh0CSj/lHaOqz88eOPUmop5vv/9W/p7evn7W07+NlPthIOR2jv7KLQXMA/vfo6ExNBRJkMpUpFb19/XAEZsNkpMBnnVNLSVGm8vW0HBr0OY75hzjmVkJC4OlJ9gJqekhdm/3J3JYHqiWNdzQKsTFNw/581XHF7CQmJhcWSdcUsWVc832JITGPBKCBzFU8KBoMEAgGMRiNKpRKfz4fP55uxMM3Gx0dc1C3PTdp3MBTC4XSxedMdRCIRPMPDrC6t42RTC5s3beTW9VNpge/ZPJWi0drVQ2VFOYpLL60Ddgder4//8bd/RdqlL+kDNjuvvvYG33jqcaqWVPK9v/wRBv1UldmLbR3csu6zWicOp5OiQjNqtZr2DivLa5YC0NbeSaG5AJVKFZdVFEXOnD3HVzYnTxcJsHTJYt7fvYd8gy5lOwC3x0NWpib+Em5zOKmrqUahUDA05Mag17Pj/Q/Yd/gIP/6bF3hn+048w1NKUk9fP6WlJTOUD1EUGRxyk5OjJS1NhUwmIz/fQFt7B//4yms03nYLurxcPv7kGH/xvWfIzs5m9cq6+PwkcuFiO5aSYgpMRgBUKiV+/xiRcIT8fD1j4+MEQ0HGx8fJ1mZTXFTIqaYWjAYDcrkcp3OQJx/bQm5uDvWr6jAXfOaGZ7M7qKtdlnJ+Ll5sxzU0xA/+/E/R5eXOOZ8SEhJzk2j1mO13060cifEbsed+YttE96pkFo7E/haCO4KEhITEjSDxWbtQnnfzHoQeQxCElF+l8vPzqa6uxmaz0d/fj06no66uLv7SPxuiKNLU7KZmefJK5wq5nJzsbI58eoxDRz7ldPMZ8nJzKSkyY3c6CQaDuN0ecnKygamg8fBkhLPnzuMbHaWtvYPapVUz5AiHw4jAkMfDS796hXA4HH/B9vsD2GwOBmxTBWiG3B6MxqnCTdauHooKp6qsZ2ZmXvbVr62jk8nwJGvXrEw5l3pdHvkGPQp5av1SFEVcQ2602izkl6w5druDkuJiwpEIo34/Br0Om8OJLjeXljPn2Ln7o/hL++ioH6VSQfOZVrw+H16fj6aWVs6cu0AgMEZfvy0uz6mmM9gdTjZtbEQQBCoWldHWYSUUCk3NQRLLgtlsoqe3j0+OnuDA4SP4/QHUaWn4/QGOHjvJz158iS/d3oDJZMIz7OHT4yfZvWc/avXU30Ony8U1NMTk5CQOp4tsrRaYyijmcA3OadE4cOQT7r3rTsrLLEljVCQkJK6OK3F9SqUgJMZ2JLt+thiP2YogSkqIhITEF5XEDzQL5Xkn37p169b5FCAQCMSLRvn9fsxmc9IFSaPRoFarcbvdGAwGBCG1/jQ6Osn//nkr339+ORnps788CoJAgcnI6OgowyMjuAaHeOArm6laXMH4RJD+ARuRSITqJYtRKpXkZGtBJmNkxEu+QY9Klcay6iqKiz7zNUxTqVAqlbgGB7GUFFO3vIbyUsuUNcCgxzM8QrpajcmYjwwZi8pLyczUIIpRVi6vQalUkpWp4YOP9rOx8TYUCjmh0CS7PtjLsuoqliyuSHnfwyNejp44RdXiCgx6XdL5jEajfHz0OKZ8I5UVZZfiahRUVpSjVqtRKhSUl1morChnxDuCKIosWbyI29avQ61Wk52dhVKpZHh4mHyDnnA4zNnzF8jKzCRdrUahUFBoLiBdrSY9Xc39995FvkEPQHXVYvoHbJfiMLIos5TMKqMuL48Ck5Gunl6iUZHKynI0mgzU6jQGbHaql1SyedNGcnOyycvNobunjyKziVvW1ZNv0GM2mejp68c1NIRBr6Pkkkub0zXI3v2HePjBe2d1wZpKTDDMv/7u33jkofvR6+a2JklISFw7yRSEZG1ji+lsldNT/UyPBwkEAixatOgG3pWEhITE/OFwOOIFCGM/BsP8upQvuEro9fX1SRcbmHoxDIfDM1yTZqO/P8CLv2hFqRL48d+tTtrn6Kift7a9x9jYOOfOX+TLGxt58L67EQSBqCgSjUSQy+VXHbATW9zmii9IhiiK7N6zj9tuWUdWViaBwBjHTpxizeqVZM0RAzI2NsYbb22jvbOLH//NC0kVtVAoxNaf/JQBu4OXf/5T0tPVSfuMRCLIZLI5lb6rYapKsYhcLqSc36mKxVEEQfZZMKkoIiYkIohVNp7+95r+YhJr++HeA/zm9TdYvmwpf/G9Z2cd2+F08frv3yZdrebbf/I1yfohIXGdSHSrmk3hSLadrjwAl1VCj1U+j7WLVTqPbWP70yuhRyIRXC5XykroEhISEn+oiOLlldBlMhlLly6dV7nmXQFxOBzxRcHhcLBmzZrrEp3vG53E7Z7AUpKJICTvLxKN0t9vw+5wYrEUUWA0XvPYEhISEhKzk0rpmL6fuJ1usZiugCRaNBKVkdkUkERlRFJAJCQkvqiIosipU6dQKBQoFApkMhlyuZzq6up5lWveP+veqLzE2iwl2qy5c0DLBQFLSRGWkqI520pISEhI3HhSxX3Mtj89Xi5VlqtkKX4lJCQkvshM9wq5np4s18K8KyCJjI2lrtotISEhIfGHTTKLx2zZsWaL35h+PtEKEjuezeKR7DgYDN7kGZCQkJC4eSyEoPNE/j+/b2LwgPQkJAAAAABJRU5ErkJggg=="}, "created": "2021-08-31T14:09:41-07:00", "created_utc": "2021-08-31T21:09:41+00:00", "updated": "2021-08-31T14:09:41-07:00", "updated_utc": "2021-08-31T21:09:41+00:00", "shot_hash": "a7c80b899e1517f7958dcac1820cbeca", "slug": "electron-debugger-console"}, {"path": "electron_electron-external-links-system-browser.md", "topic": "electron", "title": "Open external links in an Electron app using the system browser", "url": "https://github.com/simonw/til/blob/main/electron/electron-external-links-system-browser.md", "body": "For [Datasette.app](https://github.com/simonw/datasette-app) I wanted to ensure that links to external URLs would [open in the system browser](https://github.com/simonw/datasette-app/issues/34).\n\nThis recipe works:\n\n```javascript\nfunction postConfigure(window) {\n  window.webContents.on(\"will-navigate\", function (event, reqUrl) {\n    let requestedHost = new URL(reqUrl).host;\n    let currentHost = new URL(window.webContents.getURL()).host;\n    if (requestedHost && requestedHost != currentHost) {\n      event.preventDefault();\n      shell.openExternal(reqUrl);\n    }\n  });\n}\n```\nThe `will-navigate` event fires before any in-browser navigations, which means they can be intercepted and cancelled if necessary.\n\nI use the `URL()` class to extract the `.host` so I can check if the host being navigated to differs from the host that the application is running against (which is probably `localhost:$port`).\n\nInitially I was using `require('url').URL` for this but that doesn't appear to be necessary - Node.js ships with `URL` as a top-level class these days.\n\n`event.preventDefault()` cancels the navigation and `shell.openExternal(reqUrl)` opens the URL using the system default browsner.\n\nI call this function on any new window I create using `new BrowserWindow` - for example:\n\n```javascript\nmainWindow = new BrowserWindow({\n  width: 800,\n  height: 600,\n  show: false,\n});\nmainWindow.loadFile(\"loading.html\");\nmainWindow.once(\"ready-to-show\", () => {\n  mainWindow.show();\n});\npostConfigure(mainWindow);\n```", "html": "<p>For <a href=\"https://github.com/simonw/datasette-app\">Datasette.app</a> I wanted to ensure that links to external URLs would <a href=\"https://github.com/simonw/datasette-app/issues/34\">open in the system browser</a>.</p>\n<p>This recipe works:</p>\n<div class=\"highlight highlight-source-js\"><pre><span class=\"pl-k\">function</span> <span class=\"pl-en\">postConfigure</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">window</span><span class=\"pl-kos\">)</span> <span class=\"pl-kos\">{</span>\n  <span class=\"pl-s1\">window</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">webContents</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">on</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"will-navigate\"</span><span class=\"pl-kos\">,</span> <span class=\"pl-k\">function</span> <span class=\"pl-kos\">(</span><span class=\"pl-s1\">event</span><span class=\"pl-kos\">,</span> <span class=\"pl-s1\">reqUrl</span><span class=\"pl-kos\">)</span> <span class=\"pl-kos\">{</span>\n    <span class=\"pl-k\">let</span> <span class=\"pl-s1\">requestedHost</span> <span class=\"pl-c1\">=</span> <span class=\"pl-k\">new</span> <span class=\"pl-c1\">URL</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">reqUrl</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">host</span><span class=\"pl-kos\">;</span>\n    <span class=\"pl-k\">let</span> <span class=\"pl-s1\">currentHost</span> <span class=\"pl-c1\">=</span> <span class=\"pl-k\">new</span> <span class=\"pl-c1\">URL</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">window</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">webContents</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">getURL</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">host</span><span class=\"pl-kos\">;</span>\n    <span class=\"pl-k\">if</span> <span class=\"pl-kos\">(</span><span class=\"pl-s1\">requestedHost</span> <span class=\"pl-c1\">&amp;&amp;</span> <span class=\"pl-s1\">requestedHost</span> <span class=\"pl-c1\">!=</span> <span class=\"pl-s1\">currentHost</span><span class=\"pl-kos\">)</span> <span class=\"pl-kos\">{</span>\n      <span class=\"pl-s1\">event</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">preventDefault</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n      <span class=\"pl-s1\">shell</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">openExternal</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">reqUrl</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n    <span class=\"pl-kos\">}</span>\n  <span class=\"pl-kos\">}</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n<span class=\"pl-kos\">}</span></pre></div>\n<p>The <code>will-navigate</code> event fires before any in-browser navigations, which means they can be intercepted and cancelled if necessary.</p>\n<p>I use the <code>URL()</code> class to extract the <code>.host</code> so I can check if the host being navigated to differs from the host that the application is running against (which is probably <code>localhost:$port</code>).</p>\n<p>Initially I was using <code>require('url').URL</code> for this but that doesn't appear to be necessary - Node.js ships with <code>URL</code> as a top-level class these days.</p>\n<p><code>event.preventDefault()</code> cancels the navigation and <code>shell.openExternal(reqUrl)</code> opens the URL using the system default browsner.</p>\n<p>I call this function on any new window I create using <code>new BrowserWindow</code> - for example:</p>\n<div class=\"highlight highlight-source-js\"><pre><span class=\"pl-s1\">mainWindow</span> <span class=\"pl-c1\">=</span> <span class=\"pl-k\">new</span> <span class=\"pl-v\">BrowserWindow</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">{</span>\n  <span class=\"pl-c1\">width</span>: <span class=\"pl-c1\">800</span><span class=\"pl-kos\">,</span>\n  <span class=\"pl-c1\">height</span>: <span class=\"pl-c1\">600</span><span class=\"pl-kos\">,</span>\n  <span class=\"pl-c1\">show</span>: <span class=\"pl-c1\">false</span><span class=\"pl-kos\">,</span>\n<span class=\"pl-kos\">}</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n<span class=\"pl-s1\">mainWindow</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">loadFile</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"loading.html\"</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n<span class=\"pl-s1\">mainWindow</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">once</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"ready-to-show\"</span><span class=\"pl-kos\">,</span> <span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span> <span class=\"pl-c1\">=&gt;</span> <span class=\"pl-kos\">{</span>\n  <span class=\"pl-s1\">mainWindow</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">show</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n<span class=\"pl-kos\">}</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n<span class=\"pl-en\">postConfigure</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">mainWindow</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span></pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-09-02T14:15:19-07:00", "created_utc": "2021-09-02T21:15:19+00:00", "updated": "2021-09-02T14:15:19-07:00", "updated_utc": "2021-09-02T21:15:19+00:00", "shot_hash": "5d14045ddef5563541eefa461db1f283", "slug": "electron-external-links-system-browser"}, {"path": "electron_python-inside-electron.md", "topic": "electron", "title": "Bundling Python inside an Electron app", "url": "https://github.com/simonw/til/blob/main/electron/python-inside-electron.md", "body": "For [Datasette Desktop](https://datasette.io/desktop) I chose to bundle a full version of Python 3.9 inside my `Datasette.app` application. I did this in order to support installation of plugins via `pip install` - you can read more about my reasoning in [Datasette Desktop\u2014a macOS desktop application for Datasette](https://simonwillison.net/2021/Sep/8/datasette-desktop/).\n\nI used [python-build-standalone](https://github.com/indygreg/python-build-standalone) for this, which provides a version of Python that is designed for easy of bundling - it's also used by [PyOxidize](https://github.com/indygreg/PyOxidizer). Both projects are created and maintained by Gregory Szorc.\n\n## In development mode\n\nIn my Electron app's root folder I ran the following:\n```\nwget https://github.com/indygreg/python-build-standalone/releases/download/20210724/cpython-3.9.6-x86_64-apple-darwin-install_only-20210724T1424.tar.gz\ntar -xzvf cpython-3.9.6-x86_64-apple-darwin-install_only-20210724T1424.tar.gz                                                                          \n```\nThis gave me a `python/` subfolder containing a full standalone Python, ready to run on my Mac.\n\nRunning `python/bin/python3.9 --version` confirms that this is working correctly.\n\n## Calling Python from Electron\n\nI used the Node.js `child_process.execFile()` function to execute Python scripts from inside Electron, like this:\n\n```javascript\nconst cp = require(\"child_process\");\nconst util = require(\"util\");\nconst execFile = util.promisify(cp.execFile);\n\nawait execFile(path_to_python, [\"-m\", \"random\"]);\n```\n`path_to_python` needs to be the path to that `python3.9` executable. I wrote a `findPython()` function to find that, like so:\n\n```javascript\nconst fs = require(\"fs\");\n\nfunction findPython() {\n  const possibilities = [\n    // In packaged app\n    path.join(process.resourcesPath, \"python\", \"bin\", \"python3.9\"),\n    // In development\n    path.join(__dirname, \"python\", \"bin\", \"python3.9\"),\n  ];\n  for (const path of possibilities) {\n    if (fs.existsSync(path)) {\n      return path;\n    }\n  }\n  console.log(\"Could not find python3, checked\", possibilities);\n  app.quit();\n}\n```\nThe `resourcesPath` bit here works for the packaged and deployed application.\n\n## Packaging the app\n\nI needed that `python` folder to be bundled up as part of the `Datasette.app` application bundle. I achieved that by adding the following to my `\"build\"` section in `package.json`:\n\n```json\n    \"extraResources\": [\n      {\n        \"from\": \"python\",\n        \"to\": \"python\",\n        \"filter\": [\n          \"**/*\"\n        ]\n      }\n    ]\n```\nThis causes `electron-builder` to copy the contents of that `python` folder into `Datasette.app/Contents/Resources/python` in the packaged application.\n\nMy `findPython()` function earlier knows to look for it there by creating a path to it starting with `process.resourcesPath`.\n\n## Signing and notarizing\n\nI wrote extensive notes on signing and notarizing in [Signing and notarizing an Electron app for distribution using GitHub Actions](https://til.simonwillison.net/electron/sign-notarize-electron-macos), which includes details on how I signed the Python binaries that ended up included in the package due to this pattern.", "html": "<p>For <a href=\"https://datasette.io/desktop\" rel=\"nofollow\">Datasette Desktop</a> I chose to bundle a full version of Python 3.9 inside my <code>Datasette.app</code> application. I did this in order to support installation of plugins via <code>pip install</code> - you can read more about my reasoning in <a href=\"https://simonwillison.net/2021/Sep/8/datasette-desktop/\" rel=\"nofollow\">Datasette Desktop\u2014a macOS desktop application for Datasette</a>.</p>\n<p>I used <a href=\"https://github.com/indygreg/python-build-standalone\">python-build-standalone</a> for this, which provides a version of Python that is designed for easy of bundling - it's also used by <a href=\"https://github.com/indygreg/PyOxidizer\">PyOxidize</a>. Both projects are created and maintained by Gregory Szorc.</p>\n<h2>\n<a id=\"user-content-in-development-mode\" class=\"anchor\" href=\"#in-development-mode\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>In development mode</h2>\n<p>In my Electron app's root folder I ran the following:</p>\n<pre><code>wget https://github.com/indygreg/python-build-standalone/releases/download/20210724/cpython-3.9.6-x86_64-apple-darwin-install_only-20210724T1424.tar.gz\ntar -xzvf cpython-3.9.6-x86_64-apple-darwin-install_only-20210724T1424.tar.gz                                                                          \n</code></pre>\n<p>This gave me a <code>python/</code> subfolder containing a full standalone Python, ready to run on my Mac.</p>\n<p>Running <code>python/bin/python3.9 --version</code> confirms that this is working correctly.</p>\n<h2>\n<a id=\"user-content-calling-python-from-electron\" class=\"anchor\" href=\"#calling-python-from-electron\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Calling Python from Electron</h2>\n<p>I used the Node.js <code>child_process.execFile()</code> function to execute Python scripts from inside Electron, like this:</p>\n<div class=\"highlight highlight-source-js\"><pre><span class=\"pl-k\">const</span> <span class=\"pl-s1\">cp</span> <span class=\"pl-c1\">=</span> <span class=\"pl-en\">require</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"child_process\"</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n<span class=\"pl-k\">const</span> <span class=\"pl-s1\">util</span> <span class=\"pl-c1\">=</span> <span class=\"pl-en\">require</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"util\"</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n<span class=\"pl-k\">const</span> <span class=\"pl-s1\">execFile</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">util</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">promisify</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">cp</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">execFile</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n\n<span class=\"pl-k\">await</span> <span class=\"pl-s1\">execFile</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">path_to_python</span><span class=\"pl-kos\">,</span> <span class=\"pl-kos\">[</span><span class=\"pl-s\">\"-m\"</span><span class=\"pl-kos\">,</span> <span class=\"pl-s\">\"random\"</span><span class=\"pl-kos\">]</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span></pre></div>\n<p><code>path_to_python</code> needs to be the path to that <code>python3.9</code> executable. I wrote a <code>findPython()</code> function to find that, like so:</p>\n<div class=\"highlight highlight-source-js\"><pre><span class=\"pl-k\">const</span> <span class=\"pl-s1\">fs</span> <span class=\"pl-c1\">=</span> <span class=\"pl-en\">require</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"fs\"</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n\n<span class=\"pl-k\">function</span> <span class=\"pl-en\">findPython</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span> <span class=\"pl-kos\">{</span>\n  <span class=\"pl-k\">const</span> <span class=\"pl-s1\">possibilities</span> <span class=\"pl-c1\">=</span> <span class=\"pl-kos\">[</span>\n    <span class=\"pl-c\">// In packaged app</span>\n    <span class=\"pl-s1\">path</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">join</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">process</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">resourcesPath</span><span class=\"pl-kos\">,</span> <span class=\"pl-s\">\"python\"</span><span class=\"pl-kos\">,</span> <span class=\"pl-s\">\"bin\"</span><span class=\"pl-kos\">,</span> <span class=\"pl-s\">\"python3.9\"</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">,</span>\n    <span class=\"pl-c\">// In development</span>\n    <span class=\"pl-s1\">path</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">join</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">__dirname</span><span class=\"pl-kos\">,</span> <span class=\"pl-s\">\"python\"</span><span class=\"pl-kos\">,</span> <span class=\"pl-s\">\"bin\"</span><span class=\"pl-kos\">,</span> <span class=\"pl-s\">\"python3.9\"</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">,</span>\n  <span class=\"pl-kos\">]</span><span class=\"pl-kos\">;</span>\n  <span class=\"pl-k\">for</span> <span class=\"pl-kos\">(</span><span class=\"pl-k\">const</span> <span class=\"pl-s1\">path</span> <span class=\"pl-k\">of</span> <span class=\"pl-s1\">possibilities</span><span class=\"pl-kos\">)</span> <span class=\"pl-kos\">{</span>\n    <span class=\"pl-k\">if</span> <span class=\"pl-kos\">(</span><span class=\"pl-s1\">fs</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">existsSync</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">path</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">)</span> <span class=\"pl-kos\">{</span>\n      <span class=\"pl-k\">return</span> <span class=\"pl-s1\">path</span><span class=\"pl-kos\">;</span>\n    <span class=\"pl-kos\">}</span>\n  <span class=\"pl-kos\">}</span>\n  <span class=\"pl-smi\">console</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">log</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"Could not find python3, checked\"</span><span class=\"pl-kos\">,</span> <span class=\"pl-s1\">possibilities</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n  <span class=\"pl-s1\">app</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">quit</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n<span class=\"pl-kos\">}</span></pre></div>\n<p>The <code>resourcesPath</code> bit here works for the packaged and deployed application.</p>\n<h2>\n<a id=\"user-content-packaging-the-app\" class=\"anchor\" href=\"#packaging-the-app\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Packaging the app</h2>\n<p>I needed that <code>python</code> folder to be bundled up as part of the <code>Datasette.app</code> application bundle. I achieved that by adding the following to my <code>\"build\"</code> section in <code>package.json</code>:</p>\n<div class=\"highlight highlight-source-json\"><pre>    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>extraResources<span class=\"pl-pds\">\"</span></span>: [\n      {\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>from<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>python<span class=\"pl-pds\">\"</span></span>,\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>to<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>python<span class=\"pl-pds\">\"</span></span>,\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>filter<span class=\"pl-pds\">\"</span></span>: [\n          <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>**/*<span class=\"pl-pds\">\"</span></span>\n        ]\n      }\n    ]</pre></div>\n<p>This causes <code>electron-builder</code> to copy the contents of that <code>python</code> folder into <code>Datasette.app/Contents/Resources/python</code> in the packaged application.</p>\n<p>My <code>findPython()</code> function earlier knows to look for it there by creating a path to it starting with <code>process.resourcesPath</code>.</p>\n<h2>\n<a id=\"user-content-signing-and-notarizing\" class=\"anchor\" href=\"#signing-and-notarizing\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Signing and notarizing</h2>\n<p>I wrote extensive notes on signing and notarizing in <a href=\"https://til.simonwillison.net/electron/sign-notarize-electron-macos\" rel=\"nofollow\">Signing and notarizing an Electron app for distribution using GitHub Actions</a>, which includes details on how I signed the Python binaries that ended up included in the package due to this pattern.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-09-08T16:38:57-07:00", "created_utc": "2021-09-08T23:38:57+00:00", "updated": "2021-09-08T16:38:57-07:00", "updated_utc": "2021-09-08T23:38:57+00:00", "shot_hash": "8490359447794f9b8a23fb242946a61c", "slug": "python-inside-electron"}, {"path": "electron_sign-notarize-electron-macos.md", "topic": "electron", "title": "Signing and notarizing an Electron app for distribution using GitHub Actions", "url": "https://github.com/simonw/til/blob/main/electron/sign-notarize-electron-macos.md", "body": "I had to figure this out for [Datasette Desktop](https://github.com/simonw/datasette-app).\n\n## Pay for an Apple Developer account\n\nFirst step is to pay $99/year for an [Apple Developer](https://developer.apple.com/) account.\n\nI had a previous (expired) account with a UK address, and changing to a USA address required a support ticket - so instead I created a brand new Apple ID specifically for the developer account.\n\nSince a later stage here involves storing the account password in a GitHub repository secret, I think this is a better way to go: I don't like the idea of my personal Apple ID account password being needed by anyone else who should be able to sign my application.\n\n## Generate a Certificate Signing Request\n\nFirst you need to generate a Certificate Signing Request using Keychain Access on a Mac - I was unable to figure out how to do this on the command-line.\n\nQuoting https://help.apple.com/developer-account/#/devbfa00fef7:\n\n> 1.  Launch Keychain Access located in `/Applications/Utilities`.\n> 2.  Choose Keychain Access > Certificate Assistant > Request a Certificate from a Certificate Authority.\n> 3.  In the Certificate Assistant dialog, enter an email address in the User Email Address field.\n> 4.  In the Common Name field, enter a name for the key (for example, Gita Kumar Dev Key).\n> 5.  Leave the CA Email Address field empty.\n> 6.  Choose \"Saved to disk\", and click Continue.\n\nThis produces a `CertificateSigningRequest.certSigningRequest` file. Save that somewhere sensible.\n\n## Creating a Developer ID Application certificate\n\nThe certificate needed is for a \"Developer ID Application\" - so select that option from the list of options on https://developer.apple.com/account/resources/certificates/add\n\nUpload the `CertificateSigningRequest.certSigningRequest` file, and Apple should provide you a `developerID_application.cer` to download.\n\n## Export it as a .p12 file\n\nThe final signing step requires a `.p12` file. It took me quite a while to figure out how to create this - in the end what worked for me was this:\n\n1. Double-click the `developerID_application.cer` file and import it into my login keychain\n2. In Keychain Access open the \"My Certificates\" pane\n3. Select the \"Developer ID Application: ...\" certificate and the Private Key below it (created when generating the certificate signing request)\n4. Right click and select \"Export 2 items...\"\n\n![Screenshot of the Keynote export interface](https://user-images.githubusercontent.com/9599/132558174-c90410a7-8548-4642-a717-0b470788a5ea.png)\n\nI saved the resulting file as `Developer-ID-Application-Certificates.p12`. It asked me to set a password, so I generated and saved a random one in 1Password.\n\n## Building a signed copy of the application\n\nAt this point I turned to [electron-builder](https://www.electron.build/) to do the rest of the work. I installed it with:\n\n    npm install electron-builder --save-dev\n\nI added `\"dist\": \"electron-builder --publish never\"` to my `\"scripts\"` block in `package.json`.\n\nThen I ran the following:\n\n    CSC_KEY_PASSWORD=... \\\n      CSC_LINK=$(openssl base64 -in Developer-ID-Application-Certificates.p12) \\\n    npm run dist\n\nThe `CSC_KEY_PASSWORD` was the password I set earlier when I exported the certificate.\n\nThat `CSC_LINK` variable is set to the base64 encoded version of the certificate file. You can also pass the file itself, but I would need the base64 option later to work with GitHub actions.\n\nThis worked! It generated a signed `Datasette.app` package.\n\n... which wasn't quite enough. It still wouldn't open without complaints on another machine until I had got it notarized.\n\n## Notarizing the application\n\nNotarizing involves uploading the application bundle to Apple's servers, where they run some automatic scans against it before returning a notarization ticket that can be \"stapled\" to the binary.\n\nThankfully [electron-notarize](https://github.com/electron/electron-notarize) does most of the work here, so I installed that:\n\n    npm install electron-notarize --save-dev\n\nI then went through an iteration cycle of trying out different combinations of settings until it finally worked.\n\nI'll describe my finished configuration.\n\nI have a file in `build/entitlements.mac.plist` containing the following:\n\n```xml\n<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<!DOCTYPE plist PUBLIC \"-//Apple//DTD PLIST 1.0//EN\" \"http://www.apple.com/DTDs/PropertyList-1.0.dtd\">\n<plist version=\"1.0\">\n  <dict>\n    <key>com.apple.security.cs.allow-dyld-environment-variables</key>\n    <true/>\n    <key>com.apple.security.cs.disable-library-validation</key>\n    <true/>\n    <key>com.apple.security.cs.allow-jit</key>\n    <true/>\n    <key>com.apple.security.cs.allow-unsigned-executable-memory</key>\n    <true/>\n    <key>com.apple.security.cs.debugger</key>\n    <true/>\n    <key>com.apple.security.network.client</key>\n    <true/>\n    <key>com.apple.security.network.server</key>\n    <true/>\n    <key>com.apple.security.files.user-selected.read-only</key>\n    <true/>\n    <key>com.apple.security.inherit</key>\n    <true/>\n    <key>com.apple.security.automation.apple-events</key>\n    <true/>\n  </dict>\n</plist>\n```\nThe possible entitlements are [documented here](\nhttps://developer.apple.com/library/archive/documentation/Miscellaneous/Reference/EntitlementKeyReference/Chapters/EnablingAppSandbox.html). I don't fully understand these ones, but they are what I got to after multiple rounds of experimentation.\n\nI have a `scripts/notarize.js` file containing this (based on [Notarizing your Electron application](https://kilianvalkhof.com/2019/electron/notarizing-your-electron-application/) by \nKilian Valkhof):\n\n```javascript\n/* Based on https://kilianvalkhof.com/2019/electron/notarizing-your-electron-application/ */\n\nconst { notarize } = require(\"electron-notarize\");\n\nexports.default = async function notarizing(context) {\n  const { electronPlatformName, appOutDir } = context;\n  if (electronPlatformName !== \"darwin\") {\n    return;\n  }\n\n  const appName = context.packager.appInfo.productFilename;\n\n  return await notarize({\n    appBundleId: \"io.datasette.app\",\n    appPath: `${appOutDir}/${appName}.app`,\n    appleId: process.env.APPLEID,\n    appleIdPassword: process.env.APPLEIDPASS,\n  });\n};\n```\nThe `\"build\"` section of my `package.json` looks like this:\n\n```json\n  \"build\": {\n    \"appId\": \"io.datasette.app\",\n    \"mac\": {\n      \"category\": \"public.app-category.developer-tools\",\n      \"hardenedRuntime\" : true,\n      \"gatekeeperAssess\": false,\n      \"entitlements\": \"build/entitlements.mac.plist\",\n      \"entitlementsInherit\": \"build/entitlements.mac.plist\",\n      \"binaries\": [\n        \"./dist/mac/Datasette.app/Contents/Resources/python/bin/python3.9\",\n        \"./dist/mac/Datasette.app/Contents/Resources/python/lib/python3.9/lib-dynload/xxlimited.cpython-39-darwin.so\",\n        \"./dist/mac/Datasette.app/Contents/Resources/python/lib/python3.9/lib-dynload/_testcapi.cpython-39-darwin.so\"\n      ]\n    },\n    \"afterSign\": \"scripts/notarize.js\",\n    \"extraResources\": [\n      {\n        \"from\": \"python\",\n        \"to\": \"python\",\n        \"filter\": [\n          \"**/*\"\n        ]\n      }\n    ]\n  }\n```\nAgain, I got here through a process of iteration - in particular, my application bundles a full copy of Python so I had to specify some additional binaries and `extraResources` - most applications will not need to do that.\n\nNote that the `scripts/notarize.js` file uses two extra environment variables: `APPLEID` and `APPLEIDPASS`. These are the account credentials for my Apple Developer account's Apple ID.\n\n(I also encountered an error `xcrun: error: unable to find utility \"altool\", not a developer tool or in PATH` - I resolved that by running `sudo xcode-select --reset`.)\n\n## Creating an app-specific password\n\nAnother error I encountered was this one:\n\n> Please sign in with an app-specific password. You can create one at appleid.apple.com\n\nThese can be created in the \"Security\" section of https://appleid.apple.com/account/home - I created one called \"Notarize Apps\" which I set as the `APPLEIDPASS` environment variable.\n\n## Creating a signed and notarized build\n\nWith all of the above in place, creating a build on my laptop looked like this:\n```\nAPPLEID=my-dedicated-appleid \\\n   APPLEIDPASS=app-specific-password \\\n   CSC_KEY_PASSWORD=key-password \\\n   CSC_LINK=$(openssl base64 -in Developer-ID-Application-Certificates.p12) \\\n   npm run dist\n```\nThis worked! It produced a `Datasette.app` package which I could zip up, distribute to another machine, unzip and install - and it then opened without the terrifying security warning.\n\n## Automating it all with GitHub Actions\n\nI decided to build and notarize on _every push_ to my repository, so I could save the resulting build as an artifact and install any in-progress work on a computer to test it.\n\nApple [limit you to 75 notarizations a day](https://developer.apple.com/documentation/security/notarizing_macos_software_before_distribution/customizing_the_notarization_workflow#3561440) so I think this is OK for my projects.\n\nMy full [test.yml](https://github.com/simonw/datasette-app/blob/0.1.0/.github/workflows/test.yml) looks like this:\n\n```yaml\nname: Test\n\non: push\n\njobs:\n  test:\n    runs-on: macos-latest\n    steps:\n      - uses: actions/checkout@v2\n      - name: Configure Node caching\n        uses: actions/cache@v2\n        env:\n          cache-name: cache-node-modules\n        with:\n          path: ~/.npm\n          key: ${{ runner.os }}-build-${{ env.cache-name }}-${{ hashFiles('**/package-lock.json') }}\n          restore-keys: |\n            ${{ runner.os }}-build-${{ env.cache-name }}-\n            ${{ runner.os }}-build-\n            ${{ runner.os }}-\n      - uses: actions/cache@v2\n        name: Configure pip caching\n        with:\n          path: ~/.cache/pip\n          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}\n          restore-keys: |\n            ${{ runner.os }}-pip-\n      - name: Install Node dependencies\n        run: npm install\n      - name: Download standalone Python\n        run: |\n          ./download-python.sh\n      - name: Run tests\n        run: npm test\n        timeout-minutes: 5\n      - name: Build distribution\n        env:\n          CSC_KEY_PASSWORD: ${{ secrets.CSC_KEY_PASSWORD }}\n          CSC_LINK: ${{ secrets.CSC_LINK }}\n          APPLEID: ${{ secrets.APPLEID }}\n          APPLEIDPASS: ${{ secrets.APPLEIDPASS }}\n        run: npm run dist\n      - name: Create zip file\n        run: |\n          cd dist/mac\n          ditto -c -k --keepParent Datasette.app Datasette.app.zip\n      - name: And a README (to work around GitHub double-zips)\n        run: |\n          echo \"More information: https://datasette.io\" > dist/mac/README.txt\n      - name: Upload artifact\n        uses: actions/upload-artifact@v2\n        with:\n          name: Datasette-macOS\n          path: |\n            dist/mac/Datasette.app.zip\n            dist/mac/README.txt\n```\nThe key stuff here is the \"Build distribution\" step. It sets four values that I have saved on the repository as secrets: `CSC_KEY_PASSWORD`, `CSC_LINK`, `APPLEID` and `APPLEIDPASS`.\n\nThe `CSC_LINK` variable is the base64-encoded contents of my `Developer-ID-Application-Certificates.p12` file. I generated that like so:\n\n    openssl base64 -in developerID_application.cer\n\nI have [a separate release.yml](https://github.com/simonw/datasette-app/blob/0.1.0/.github/workflows/release.yml) for building tagged releases, described in [this TIL](https://til.simonwillison.net/github-actions/attach-generated-file-to-release).\n\n## The finished configuration\n\nYou can browse the code in [my 0.1.0 tag](https://github.com/simonw/datasette-app/tree/0.1.0) to see all of these parts in their final configuration, as used to create the 0.1.0 initial release of my application.\n\nThe original issue threads in which I figured this stuff out are:\n\n- [Get an Apple developer certificate #45](https://github.com/simonw/datasette-app/issues/45)\n- [Work out how to notarize the macOS application #50](https://github.com/simonw/datasette-app/issues/50)\n- [GitHub Actions workflow for creating packages for releases #51](https://github.com/simonw/datasette-app/issues/51)", "html": "<p>I had to figure this out for <a href=\"https://github.com/simonw/datasette-app\">Datasette Desktop</a>.</p>\n<h2>\n<a id=\"user-content-pay-for-an-apple-developer-account\" class=\"anchor\" href=\"#pay-for-an-apple-developer-account\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Pay for an Apple Developer account</h2>\n<p>First step is to pay $99/year for an <a href=\"https://developer.apple.com/\" rel=\"nofollow\">Apple Developer</a> account.</p>\n<p>I had a previous (expired) account with a UK address, and changing to a USA address required a support ticket - so instead I created a brand new Apple ID specifically for the developer account.</p>\n<p>Since a later stage here involves storing the account password in a GitHub repository secret, I think this is a better way to go: I don't like the idea of my personal Apple ID account password being needed by anyone else who should be able to sign my application.</p>\n<h2>\n<a id=\"user-content-generate-a-certificate-signing-request\" class=\"anchor\" href=\"#generate-a-certificate-signing-request\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Generate a Certificate Signing Request</h2>\n<p>First you need to generate a Certificate Signing Request using Keychain Access on a Mac - I was unable to figure out how to do this on the command-line.</p>\n<p>Quoting <a href=\"https://help.apple.com/developer-account/#/devbfa00fef7\" rel=\"nofollow\">https://help.apple.com/developer-account/#/devbfa00fef7</a>:</p>\n<blockquote>\n<ol>\n<li>Launch Keychain Access located in <code>/Applications/Utilities</code>.</li>\n<li>Choose Keychain Access &gt; Certificate Assistant &gt; Request a Certificate from a Certificate Authority.</li>\n<li>In the Certificate Assistant dialog, enter an email address in the User Email Address field.</li>\n<li>In the Common Name field, enter a name for the key (for example, Gita Kumar Dev Key).</li>\n<li>Leave the CA Email Address field empty.</li>\n<li>Choose \"Saved to disk\", and click Continue.</li>\n</ol>\n</blockquote>\n<p>This produces a <code>CertificateSigningRequest.certSigningRequest</code> file. Save that somewhere sensible.</p>\n<h2>\n<a id=\"user-content-creating-a-developer-id-application-certificate\" class=\"anchor\" href=\"#creating-a-developer-id-application-certificate\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Creating a Developer ID Application certificate</h2>\n<p>The certificate needed is for a \"Developer ID Application\" - so select that option from the list of options on <a href=\"https://developer.apple.com/account/resources/certificates/add\" rel=\"nofollow\">https://developer.apple.com/account/resources/certificates/add</a></p>\n<p>Upload the <code>CertificateSigningRequest.certSigningRequest</code> file, and Apple should provide you a <code>developerID_application.cer</code> to download.</p>\n<h2>\n<a id=\"user-content-export-it-as-a-p12-file\" class=\"anchor\" href=\"#export-it-as-a-p12-file\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Export it as a .p12 file</h2>\n<p>The final signing step requires a <code>.p12</code> file. It took me quite a while to figure out how to create this - in the end what worked for me was this:</p>\n<ol>\n<li>Double-click the <code>developerID_application.cer</code> file and import it into my login keychain</li>\n<li>In Keychain Access open the \"My Certificates\" pane</li>\n<li>Select the \"Developer ID Application: ...\" certificate and the Private Key below it (created when generating the certificate signing request)</li>\n<li>Right click and select \"Export 2 items...\"</li>\n</ol>\n<p><a href=\"https://user-images.githubusercontent.com/9599/132558174-c90410a7-8548-4642-a717-0b470788a5ea.png\" target=\"_blank\" rel=\"nofollow\"><img src=\"https://user-images.githubusercontent.com/9599/132558174-c90410a7-8548-4642-a717-0b470788a5ea.png\" alt=\"Screenshot of the Keynote export interface\" style=\"max-width:100%;\"></a></p>\n<p>I saved the resulting file as <code>Developer-ID-Application-Certificates.p12</code>. It asked me to set a password, so I generated and saved a random one in 1Password.</p>\n<h2>\n<a id=\"user-content-building-a-signed-copy-of-the-application\" class=\"anchor\" href=\"#building-a-signed-copy-of-the-application\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Building a signed copy of the application</h2>\n<p>At this point I turned to <a href=\"https://www.electron.build/\" rel=\"nofollow\">electron-builder</a> to do the rest of the work. I installed it with:</p>\n<pre><code>npm install electron-builder --save-dev\n</code></pre>\n<p>I added <code>\"dist\": \"electron-builder --publish never\"</code> to my <code>\"scripts\"</code> block in <code>package.json</code>.</p>\n<p>Then I ran the following:</p>\n<pre><code>CSC_KEY_PASSWORD=... \\\n  CSC_LINK=$(openssl base64 -in Developer-ID-Application-Certificates.p12) \\\nnpm run dist\n</code></pre>\n<p>The <code>CSC_KEY_PASSWORD</code> was the password I set earlier when I exported the certificate.</p>\n<p>That <code>CSC_LINK</code> variable is set to the base64 encoded version of the certificate file. You can also pass the file itself, but I would need the base64 option later to work with GitHub actions.</p>\n<p>This worked! It generated a signed <code>Datasette.app</code> package.</p>\n<p>... which wasn't quite enough. It still wouldn't open without complaints on another machine until I had got it notarized.</p>\n<h2>\n<a id=\"user-content-notarizing-the-application\" class=\"anchor\" href=\"#notarizing-the-application\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Notarizing the application</h2>\n<p>Notarizing involves uploading the application bundle to Apple's servers, where they run some automatic scans against it before returning a notarization ticket that can be \"stapled\" to the binary.</p>\n<p>Thankfully <a href=\"https://github.com/electron/electron-notarize\">electron-notarize</a> does most of the work here, so I installed that:</p>\n<pre><code>npm install electron-notarize --save-dev\n</code></pre>\n<p>I then went through an iteration cycle of trying out different combinations of settings until it finally worked.</p>\n<p>I'll describe my finished configuration.</p>\n<p>I have a file in <code>build/entitlements.mac.plist</code> containing the following:</p>\n<div class=\"highlight highlight-text-xml\"><pre>&lt;?<span class=\"pl-ent\">xml</span><span class=\"pl-e\"> version</span>=<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>1.0<span class=\"pl-pds\">\"</span></span><span class=\"pl-e\"> encoding</span>=<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>UTF-8<span class=\"pl-pds\">\"</span></span>?&gt;\n&lt;!<span class=\"pl-ent\">DOCTYPE</span> <span class=\"pl-e\">plist</span> PUBLIC \"-//Apple//DTD PLIST 1.0//EN\" \"http://www.apple.com/DTDs/PropertyList-1.0.dtd\"&gt;\n&lt;<span class=\"pl-ent\">plist</span> <span class=\"pl-e\">version</span>=<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>1.0<span class=\"pl-pds\">\"</span></span>&gt;\n  &lt;<span class=\"pl-ent\">dict</span>&gt;\n    &lt;<span class=\"pl-ent\">key</span>&gt;com.apple.security.cs.allow-dyld-environment-variables&lt;/<span class=\"pl-ent\">key</span>&gt;\n    &lt;<span class=\"pl-ent\">true</span>/&gt;\n    &lt;<span class=\"pl-ent\">key</span>&gt;com.apple.security.cs.disable-library-validation&lt;/<span class=\"pl-ent\">key</span>&gt;\n    &lt;<span class=\"pl-ent\">true</span>/&gt;\n    &lt;<span class=\"pl-ent\">key</span>&gt;com.apple.security.cs.allow-jit&lt;/<span class=\"pl-ent\">key</span>&gt;\n    &lt;<span class=\"pl-ent\">true</span>/&gt;\n    &lt;<span class=\"pl-ent\">key</span>&gt;com.apple.security.cs.allow-unsigned-executable-memory&lt;/<span class=\"pl-ent\">key</span>&gt;\n    &lt;<span class=\"pl-ent\">true</span>/&gt;\n    &lt;<span class=\"pl-ent\">key</span>&gt;com.apple.security.cs.debugger&lt;/<span class=\"pl-ent\">key</span>&gt;\n    &lt;<span class=\"pl-ent\">true</span>/&gt;\n    &lt;<span class=\"pl-ent\">key</span>&gt;com.apple.security.network.client&lt;/<span class=\"pl-ent\">key</span>&gt;\n    &lt;<span class=\"pl-ent\">true</span>/&gt;\n    &lt;<span class=\"pl-ent\">key</span>&gt;com.apple.security.network.server&lt;/<span class=\"pl-ent\">key</span>&gt;\n    &lt;<span class=\"pl-ent\">true</span>/&gt;\n    &lt;<span class=\"pl-ent\">key</span>&gt;com.apple.security.files.user-selected.read-only&lt;/<span class=\"pl-ent\">key</span>&gt;\n    &lt;<span class=\"pl-ent\">true</span>/&gt;\n    &lt;<span class=\"pl-ent\">key</span>&gt;com.apple.security.inherit&lt;/<span class=\"pl-ent\">key</span>&gt;\n    &lt;<span class=\"pl-ent\">true</span>/&gt;\n    &lt;<span class=\"pl-ent\">key</span>&gt;com.apple.security.automation.apple-events&lt;/<span class=\"pl-ent\">key</span>&gt;\n    &lt;<span class=\"pl-ent\">true</span>/&gt;\n  &lt;/<span class=\"pl-ent\">dict</span>&gt;\n&lt;/<span class=\"pl-ent\">plist</span>&gt;</pre></div>\n<p>The possible entitlements are <a href=\"https://developer.apple.com/library/archive/documentation/Miscellaneous/Reference/EntitlementKeyReference/Chapters/EnablingAppSandbox.html\" rel=\"nofollow\">documented here</a>. I don't fully understand these ones, but they are what I got to after multiple rounds of experimentation.</p>\n<p>I have a <code>scripts/notarize.js</code> file containing this (based on <a href=\"https://kilianvalkhof.com/2019/electron/notarizing-your-electron-application/\" rel=\"nofollow\">Notarizing your Electron application</a> by\nKilian Valkhof):</p>\n<div class=\"highlight highlight-source-js\"><pre><span class=\"pl-c\">/* Based on https://kilianvalkhof.com/2019/electron/notarizing-your-electron-application/ */</span>\n\n<span class=\"pl-k\">const</span> <span class=\"pl-kos\">{</span> notarize <span class=\"pl-kos\">}</span> <span class=\"pl-c1\">=</span> <span class=\"pl-en\">require</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">\"electron-notarize\"</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n\n<span class=\"pl-s1\">exports</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">default</span> <span class=\"pl-c1\">=</span> <span class=\"pl-k\">async</span> <span class=\"pl-k\">function</span> <span class=\"pl-en\">notarizing</span><span class=\"pl-kos\">(</span><span class=\"pl-s1\">context</span><span class=\"pl-kos\">)</span> <span class=\"pl-kos\">{</span>\n  <span class=\"pl-k\">const</span> <span class=\"pl-kos\">{</span> electronPlatformName<span class=\"pl-kos\">,</span> appOutDir <span class=\"pl-kos\">}</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">context</span><span class=\"pl-kos\">;</span>\n  <span class=\"pl-k\">if</span> <span class=\"pl-kos\">(</span><span class=\"pl-s1\">electronPlatformName</span> <span class=\"pl-c1\">!==</span> <span class=\"pl-s\">\"darwin\"</span><span class=\"pl-kos\">)</span> <span class=\"pl-kos\">{</span>\n    <span class=\"pl-k\">return</span><span class=\"pl-kos\">;</span>\n  <span class=\"pl-kos\">}</span>\n\n  <span class=\"pl-k\">const</span> <span class=\"pl-s1\">appName</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">context</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">packager</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">appInfo</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">productFilename</span><span class=\"pl-kos\">;</span>\n\n  <span class=\"pl-k\">return</span> <span class=\"pl-k\">await</span> <span class=\"pl-en\">notarize</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">{</span>\n    <span class=\"pl-c1\">appBundleId</span>: <span class=\"pl-s\">\"io.datasette.app\"</span><span class=\"pl-kos\">,</span>\n    <span class=\"pl-c1\">appPath</span>: <span class=\"pl-s\">`<span class=\"pl-s1\"><span class=\"pl-kos\">${</span><span class=\"pl-s1\">appOutDir</span><span class=\"pl-kos\">}</span></span>/<span class=\"pl-s1\"><span class=\"pl-kos\">${</span><span class=\"pl-s1\">appName</span><span class=\"pl-kos\">}</span></span>.app`</span><span class=\"pl-kos\">,</span>\n    <span class=\"pl-c1\">appleId</span>: <span class=\"pl-s1\">process</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">env</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">APPLEID</span><span class=\"pl-kos\">,</span>\n    <span class=\"pl-c1\">appleIdPassword</span>: <span class=\"pl-s1\">process</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">env</span><span class=\"pl-kos\">.</span><span class=\"pl-c1\">APPLEIDPASS</span><span class=\"pl-kos\">,</span>\n  <span class=\"pl-kos\">}</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n<span class=\"pl-kos\">}</span><span class=\"pl-kos\">;</span></pre></div>\n<p>The <code>\"build\"</code> section of my <code>package.json</code> looks like this:</p>\n<div class=\"highlight highlight-source-json\"><pre>  <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>build<span class=\"pl-pds\">\"</span></span>: {\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>appId<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>io.datasette.app<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>mac<span class=\"pl-pds\">\"</span></span>: {\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>category<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>public.app-category.developer-tools<span class=\"pl-pds\">\"</span></span>,\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>hardenedRuntime<span class=\"pl-pds\">\"</span></span> : <span class=\"pl-c1\">true</span>,\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>gatekeeperAssess<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-c1\">false</span>,\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>entitlements<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>build/entitlements.mac.plist<span class=\"pl-pds\">\"</span></span>,\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>entitlementsInherit<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>build/entitlements.mac.plist<span class=\"pl-pds\">\"</span></span>,\n      <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>binaries<span class=\"pl-pds\">\"</span></span>: [\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>./dist/mac/Datasette.app/Contents/Resources/python/bin/python3.9<span class=\"pl-pds\">\"</span></span>,\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>./dist/mac/Datasette.app/Contents/Resources/python/lib/python3.9/lib-dynload/xxlimited.cpython-39-darwin.so<span class=\"pl-pds\">\"</span></span>,\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>./dist/mac/Datasette.app/Contents/Resources/python/lib/python3.9/lib-dynload/_testcapi.cpython-39-darwin.so<span class=\"pl-pds\">\"</span></span>\n      ]\n    },\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>afterSign<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>scripts/notarize.js<span class=\"pl-pds\">\"</span></span>,\n    <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>extraResources<span class=\"pl-pds\">\"</span></span>: [\n      {\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>from<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>python<span class=\"pl-pds\">\"</span></span>,\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>to<span class=\"pl-pds\">\"</span></span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>python<span class=\"pl-pds\">\"</span></span>,\n        <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>filter<span class=\"pl-pds\">\"</span></span>: [\n          <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>**/*<span class=\"pl-pds\">\"</span></span>\n        ]\n      }\n    ]\n  }</pre></div>\n<p>Again, I got here through a process of iteration - in particular, my application bundles a full copy of Python so I had to specify some additional binaries and <code>extraResources</code> - most applications will not need to do that.</p>\n<p>Note that the <code>scripts/notarize.js</code> file uses two extra environment variables: <code>APPLEID</code> and <code>APPLEIDPASS</code>. These are the account credentials for my Apple Developer account's Apple ID.</p>\n<p>(I also encountered an error <code>xcrun: error: unable to find utility \"altool\", not a developer tool or in PATH</code> - I resolved that by running <code>sudo xcode-select --reset</code>.)</p>\n<h2>\n<a id=\"user-content-creating-an-app-specific-password\" class=\"anchor\" href=\"#creating-an-app-specific-password\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Creating an app-specific password</h2>\n<p>Another error I encountered was this one:</p>\n<blockquote>\n<p>Please sign in with an app-specific password. You can create one at appleid.apple.com</p>\n</blockquote>\n<p>These can be created in the \"Security\" section of <a href=\"https://appleid.apple.com/account/home\" rel=\"nofollow\">https://appleid.apple.com/account/home</a> - I created one called \"Notarize Apps\" which I set as the <code>APPLEIDPASS</code> environment variable.</p>\n<h2>\n<a id=\"user-content-creating-a-signed-and-notarized-build\" class=\"anchor\" href=\"#creating-a-signed-and-notarized-build\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Creating a signed and notarized build</h2>\n<p>With all of the above in place, creating a build on my laptop looked like this:</p>\n<pre><code>APPLEID=my-dedicated-appleid \\\n   APPLEIDPASS=app-specific-password \\\n   CSC_KEY_PASSWORD=key-password \\\n   CSC_LINK=$(openssl base64 -in Developer-ID-Application-Certificates.p12) \\\n   npm run dist\n</code></pre>\n<p>This worked! It produced a <code>Datasette.app</code> package which I could zip up, distribute to another machine, unzip and install - and it then opened without the terrifying security warning.</p>\n<h2>\n<a id=\"user-content-automating-it-all-with-github-actions\" class=\"anchor\" href=\"#automating-it-all-with-github-actions\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Automating it all with GitHub Actions</h2>\n<p>I decided to build and notarize on <em>every push</em> to my repository, so I could save the resulting build as an artifact and install any in-progress work on a computer to test it.</p>\n<p>Apple <a href=\"https://developer.apple.com/documentation/security/notarizing_macos_software_before_distribution/customizing_the_notarization_workflow#3561440\" rel=\"nofollow\">limit you to 75 notarizations a day</a> so I think this is OK for my projects.</p>\n<p>My full <a href=\"https://github.com/simonw/datasette-app/blob/0.1.0/.github/workflows/test.yml\">test.yml</a> looks like this:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Test</span>\n\n<span class=\"pl-ent\">on</span>: <span class=\"pl-s\">push</span>\n\n<span class=\"pl-ent\">jobs</span>:\n  <span class=\"pl-ent\">test</span>:\n    <span class=\"pl-ent\">runs-on</span>: <span class=\"pl-s\">macos-latest</span>\n    <span class=\"pl-ent\">steps</span>:\n      - <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/checkout@v2</span>\n      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Configure Node caching</span>\n        <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/cache@v2</span>\n        <span class=\"pl-ent\">env</span>:\n          <span class=\"pl-ent\">cache-name</span>: <span class=\"pl-s\">cache-node-modules</span>\n        <span class=\"pl-ent\">with</span>:\n          <span class=\"pl-ent\">path</span>: <span class=\"pl-s\">~/.npm</span>\n          <span class=\"pl-ent\">key</span>: <span class=\"pl-s\">${{ runner.os }}-build-${{ env.cache-name }}-${{ hashFiles('**/package-lock.json') }}</span>\n          <span class=\"pl-ent\">restore-keys</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">            ${{ runner.os }}-build-${{ env.cache-name }}-</span>\n<span class=\"pl-s\">            ${{ runner.os }}-build-</span>\n<span class=\"pl-s\">            ${{ runner.os }}-</span>\n<span class=\"pl-s\"></span>      - <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/cache@v2</span>\n        <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Configure pip caching</span>\n        <span class=\"pl-ent\">with</span>:\n          <span class=\"pl-ent\">path</span>: <span class=\"pl-s\">~/.cache/pip</span>\n          <span class=\"pl-ent\">key</span>: <span class=\"pl-s\">${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}</span>\n          <span class=\"pl-ent\">restore-keys</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">            ${{ runner.os }}-pip-</span>\n<span class=\"pl-s\"></span>      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Install Node dependencies</span>\n        <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">npm install</span>\n      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Download standalone Python</span>\n        <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">          ./download-python.sh</span>\n<span class=\"pl-s\"></span>      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Run tests</span>\n        <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">npm test</span>\n        <span class=\"pl-ent\">timeout-minutes</span>: <span class=\"pl-c1\">5</span>\n      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Build distribution</span>\n        <span class=\"pl-ent\">env</span>:\n          <span class=\"pl-ent\">CSC_KEY_PASSWORD</span>: <span class=\"pl-s\">${{ secrets.CSC_KEY_PASSWORD }}</span>\n          <span class=\"pl-ent\">CSC_LINK</span>: <span class=\"pl-s\">${{ secrets.CSC_LINK }}</span>\n          <span class=\"pl-ent\">APPLEID</span>: <span class=\"pl-s\">${{ secrets.APPLEID }}</span>\n          <span class=\"pl-ent\">APPLEIDPASS</span>: <span class=\"pl-s\">${{ secrets.APPLEIDPASS }}</span>\n        <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">npm run dist</span>\n      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Create zip file</span>\n        <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">          cd dist/mac</span>\n<span class=\"pl-s\">          ditto -c -k --keepParent Datasette.app Datasette.app.zip</span>\n<span class=\"pl-s\"></span>      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">And a README (to work around GitHub double-zips)</span>\n        <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">          echo \"More information: https://datasette.io\" &gt; dist/mac/README.txt</span>\n<span class=\"pl-s\"></span>      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Upload artifact</span>\n        <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/upload-artifact@v2</span>\n        <span class=\"pl-ent\">with</span>:\n          <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Datasette-macOS</span>\n          <span class=\"pl-ent\">path</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">            dist/mac/Datasette.app.zip</span>\n<span class=\"pl-s\">            dist/mac/README.txt</span></pre></div>\n<p>The key stuff here is the \"Build distribution\" step. It sets four values that I have saved on the repository as secrets: <code>CSC_KEY_PASSWORD</code>, <code>CSC_LINK</code>, <code>APPLEID</code> and <code>APPLEIDPASS</code>.</p>\n<p>The <code>CSC_LINK</code> variable is the base64-encoded contents of my <code>Developer-ID-Application-Certificates.p12</code> file. I generated that like so:</p>\n<pre><code>openssl base64 -in developerID_application.cer\n</code></pre>\n<p>I have <a href=\"https://github.com/simonw/datasette-app/blob/0.1.0/.github/workflows/release.yml\">a separate release.yml</a> for building tagged releases, described in <a href=\"https://til.simonwillison.net/github-actions/attach-generated-file-to-release\" rel=\"nofollow\">this TIL</a>.</p>\n<h2>\n<a id=\"user-content-the-finished-configuration\" class=\"anchor\" href=\"#the-finished-configuration\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>The finished configuration</h2>\n<p>You can browse the code in <a href=\"https://github.com/simonw/datasette-app/tree/0.1.0\">my 0.1.0 tag</a> to see all of these parts in their final configuration, as used to create the 0.1.0 initial release of my application.</p>\n<p>The original issue threads in which I figured this stuff out are:</p>\n<ul>\n<li><a href=\"https://github.com/simonw/datasette-app/issues/45\">Get an Apple developer certificate #45</a></li>\n<li><a href=\"https://github.com/simonw/datasette-app/issues/50\">Work out how to notarize the macOS application #50</a></li>\n<li><a href=\"https://github.com/simonw/datasette-app/issues/51\">GitHub Actions workflow for creating packages for releases #51</a></li>\n</ul>\n", "shot": {"$base64": true, "encoded": 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RERERkdEwACEiIiIiIqNhAEJEREREREbDAISIiIiIiIyGAQgRERERERkNAxAiIiIiIjIaBiBERERERGQ0DECIiIiIiMhoGIAQEREREZHRMAAhIiIiIiKjYQBCRERERERGwwCEiIiIiIiMhgEIEREREREZDQMQIiIiIiIymuc6AJkyZQocHBzQrl07xMfH/+vKL4s6dOgAU1NTaDQaaDQaDBs2rLSrVOqSk5PRtWtX2NvbY/z48UXOZ9OmTahUqRK8vLxw/vz5Eqzhv9Po0aNhZmamrKtNmjQp7SrRM7Zv3z507NgRbm5uMDExgZ2dHQICAkq7WootW7bAyclJWSc1Gg3CwsKU8WVpG5Db/q958+aq7X9xtncloSy1l7H8049LSmp/akzXr19HtWrVVL/rTZs2lXa1Sp+UETqdTpYvXy5+fn5SuXJlMTc3FwBiaWkpVatWlW7dusmlS5eU6R89eiQAlL8lS5YYtb6lXX5Z1rx5c6Vdhg4dWtrVKXUbNmxQrSuhoaFFyqdevXpKHoMGDSrhWj5/WrduLRqNRtW2+f1NmDBBlceYMWOUcY0bNy6lOSFj+Pnnn5Vl7evrK1u3bpVq1arJ4cOHS7tqKrt371atszdv3lTGlZVtQF77vwYNGijp77//fqnVUaTstJexPC/HJWFhYfLFF19Ix44dxc3NTaytrcXMzEwcHBykdu3a0r17d5kxY4YcPXpU0tPTVd8tyv40MjJSbG1tc90naDQaGT16tDJtpUqVDO4/unbtWuR5jo6OVuW1cePGIuf1T1EmroBkZGTgtddew5AhQ3Dv3j3Mnj0bp06dQlBQEObNmwetVostW7bg9u3bynccHBzg7u4OANBoNPD29jZqnUu7fCqaBw8eYPr06Vi5cqXRyvTy8oKpqSkAwNnZGS4uLkXKR38dq1+/fonU7Xl24MABJCYmonbt2kqas7MzNm7cmONvw4YNcHV1LcXa/k1E8M0332DGjBmlXZV/jYyMDEydOlX5PG7cOHTp0gXff/89PDw8SrFmhVMS24CS2AaWpf1fXvPzb9tmlqXlkpuEhASMHTsW1atXx9SpU3HhwgW8/fbb2LBhAw4fPoy1a9dixIgRePz4MaZMmYLmzZvj9OnTqjzy25/mtj44OTkhPj4eFy9eVE3bq1cvPHnyBD/99JOSdu/ePdy/fx9arVZJa9q0KWJjY7Fly5YSawtC2bgCsmrVKiUSffDgQY7xwcHBAkC2b9+uSr99+7bMnj1bDh06ZKyqlqnyy6qyfAVk5MiRAkA6depk1HJPnDgh3333XZGvfoiIJCQkiL+/v6xevVoyMjJKsHbPN29vb2V9q1KlisHp/Pz8ysQVkKztnaWlpVHKI5Fbt26pzj7u37+/tKtkUF5XQEpiG1BS20BD+z/9KyDjx48vVhkFkdf8/Bu3mWX1uCQpKUlat26trBtNmzaVqKgog9Nv375dAMjx48dzjMtrf5rX+hAZGan6beV1fGJjY6NM17p16wLOpWHZr4Bs2rSp2Hk+78yefYiTvyNHjgAALCwsYG9vn2N8rVq1ULduXZibm6vSX3jhBXzwwQeFLm/nzp34+uuv4e/vjzp16hSt0sUovygiIyPxww8/IDIyEgsXLjRKmUWVfTmVFVeuXMHSpUtLpWwfHx/4+PgUKw9ra2uMGjWqhGqUt+dpfSuo9u3bw8LColTrkJKSgk8//bRU6/BvlJiYqPpsZlYmdn25ymv7WdxtQEluAwuy/3vWv7f85seY28yywpjHJZcuXcKsWbPQsmVLvPPOO3lO+/nnn+PgwYMAAFNTU6xevRrly5c3OH2nTp1UVyH0GdqfluY+vrBKe19UJpR2BCQi8t577ylRYZcuXSQiIiLP6cPCwqRChQqqaHLFihWqaU6ePCkDBgyQunXrio2NjdjY2EjNmjWlTp06AkAGDx4sIiJ//fWXWFpaKvmYmZnJ1q1bpVu3bmJvby8AxMXFRcaMGSNJSUn5ll+U/LIkJibKN998I82bNxdXV1cxNzeXihUrStOmTcXa2lq0Wq1cuHAh3/bctWuXNGvWTCpWrCimpqYCQOzt7aV+/fry5ZdfSlpamjKt/tUKADJ27FiZPn261KpVS0xMTMTS0lKaNGmS6xnDu3fvypgxY6Rq1apiYWEhtra2UrduXXF2di7wFZDitJdI5tnCLl26iJOTk5iZmUmFChXEz89PduzYoUwTHR0tHTp0ECsrq1z7dWblW5h2a9q0qSqPRo0aiUhmH9xx48aJo6OjDBw4UNatW5ej3PDwcBH5+wxPXn8nT54UEZHGjRur0t9+++1it9/ztr4ZUtArILnJ7wrImjVrpHXr1uLg4CBWVlbi6ekpb7/9tjx8+FA1XUZGhixbtkyZ1tzcXJydneXFF19UrrqMHj1aHB0dc13O27dvlw8//DDHPS2xsbGSlpYmc+fOlapVq4q7u7tSZnR0tHzyySdSp04d0Wq1otVqxcvLSyZOnKg6s1jc31huvvvuO2nQoIE4ODiIRqMRjUYjTk5O0qpVK1mzZo0y3apVq1RnEgHIsGHDpEaNGmJlZSVWVlbi7e0tM2fOVPX1btSokeo7vr6+0rp1a3F0dBRTU1NxcnKS119/Xc6dO1egZVy+fPlc2/3rr78udHtu2rRJuUcx62/z5s0iIrJ161Zp0qSJmJqaSkhISL51W7t2rbRq1UpZZ1xcXKRhw4a5XgExtA3IsmLFCvHx8REHBwfRarXi5uYmzZs3l9DQ0AJtAwu6Tctv/6t/BWTIkCEydOhQcXd3F3Nzc3FycpKePXvKmTNnlOn/+OMP0Wq1uW4jf/jhB2Wbov/7Lsj85NdeOp1O/P39xdfXV+zt7cXc3Fzc3d1l8ODBcvXqVWW6Bw8e5Fh//P395Z133lHuF3BwcJBu3bqprlblJjw83GDbnTx5MsdvJfvVry+++EJZP+3s7KR69erSrVs3EXl2xyURERHy/vvvS6NGjaRChQpiYWEhHh4e0qRJE9FoNOLl5SVPnjzJc77j4uJUy7ig91Ls2rVL9dsztD8t6D6+JK6AFGV9Fcl5BWTatGnStWtXcXR0FHNzc/Hw8JBRo0bJvXv3CtQ2/wRlIgBZv369asGYmppKly5dZOnSpQYv0SUmJhrcAG7YsEFZCRo0aCBHjx6VFStWiIWFhTK9/oHVtm3bVHkNHz5c/ve//8lnn30mZmZmSvpnn31WoPKLkl9KSopqB/Ddd9/JyZMnpXPnzkpa7969C9Se/v7+4ujoKAsWLJAbN25IcHCweHl5KfmMGjVKNb1+udWrV5dvv/1W/ve//6nSy5cvL48fP1a+c+vWLXFzcxMgs+vczJkzJSAgQHbu3Ck1atQo0A+8OO2VNZ9ZB2zDhw+Xs2fPSt++fZXpf/75ZxERSU1NlcDAQGnfvr0y7pVXXpHAwEAJDAxULs0Xtt2++eYbZVyNGjXk7Nmz4u7urqQNHDgw1/nTD0AcHR3l2LFjEh0dLQ8fPlQdoLZs2dLgctLfmf4b1re85BeAtG7dWhYvXpzrd/MKQKZOnaqM+/bbb2XHjh3KDq5hw4bKAXNaWpp0795dmfaNN96QQ4cOye7du6V58+bSoEEDERG5fPmyTJo0SZnOwsJCWQfj4uJEROTUqVOqZRkUFCStWrVSPru5uYmISExMjNLG5cqVk507d8rmzZuVnaaXl5fExsYq81LU35gh/fr1k/r168vGjRvl/v37smfPHtXOXz8IOXz4sKrsJUuWSExMjDx8+FA6depkcFvRrl07ZZyvr68EBwdLSkqKbNq0SamzjY1NvkHy1atXZePGjao6LFu2TAIDA5Uuv4Vtz+TkZNVB6a+//qo6kQYg3wBkypQpyrSNGjWS/fv3y8mTJ1XpgPog1NA2YNasWcq6d/36dbl69ap8+eWXYmZmJqdPny7wNrCg27S89n/6AUjjxo1l9erVsmPHDhk3bpySbmVlJadPn1a+Y2gbKSLy6aef5vh9F3R+DLWXiMibb76pjJs/f74cO3ZM2ZbY2dmpgqTs89u6dWv5+eefZcGCBVKxYkUlvVWrVnku8/zabteuXQaXfZcuXQSAzJo1S8LDw+XUqVMyZMgQsbGxKVDeRdkGhISEiJOTkwCZQdamTZtk7969Uq1aNWX6H3/8Md95/v3331Vlz5gxI9/vGJLbulLQ9aGkumAVdn0VyRmA9OvXT/7880/ZtGmTajtYvXp11bbmn6xMBCAiotqB6/9ZWVnJkCFD5M6dO6rpk5KSDP7QPDw8VDuGLD169FDS9fumZj8Trb8y6R/Q+vj4FKj8ouT3yy+/KOnVqlVT0s+ePaukm5qayqNHj/JtS39/f/nPf/6jSpszZ46qTfX7w/r4+OS6kb58+bJqPvTvwenTp4+SPmDAAFVZhb0HpCjt9ejRI9UBT9aBRHh4uJJmbW2tCmB79+6tjMutf2hh2+3HH39UlVWuXDl59dVXZdasWeLn56fsrA3N3/bt28XPz0/J77PPPlNNd+zYMVVdDC2nf8P6lhf9AMTDw0Pi4+NVf+XLly90ABISEiImJiYCZJ4ZzKIfDGTVb+bMmUqat7e36kz+pk2blABERL3O5HYPyIULF1Rt4OrqKnXq1JHJkyfLuHHjlADko48+UqbRf4LL22+/raRPmjRJSS/KOpKXfv36ydq1a1Vp+tvXjh07KunZA5ArV64o486fP68ad/78eWWcfgDSr18/VVm9evVSxvXq1Svf+l65ckVVTvYnXxW2PUVEdbbZ1dVVnJ2dZcyYMfLDDz+IiYlJngHI+fPnlZMnGo1GgoODlXF53QNi6LeTFQytXLlSVU6HDh1UB/r5bQMLuk3La/+X11OwOnbsqIzTPwue1/o5efJkJT37CYb85sdQe23dulVJr1u3rpK+YsUKJd3X11dJz2t+FyxYoKRrNBpJSEjIUQ99eeVlaNmfO3dOSdPvIZKcnCyVKlUqUN5F2QYMGTJESR8+fLiSrr99b9iwYZ7zKyLyxRdfqMrWPy4rrLzmI7/1IXsAMmjQIElKSsr1L68ApCjra15PwXry5InqhMa3335b5PZ5npSJp2ABwLp16/Dxxx/D0tJSlZ6cnIzly5ejTp06OHPmTL75xMfHq56WVblyZWXYzc1NGb569WqB6qX/hJ07d+4U6DtFyU//6QyG6qzT6RAaGppvGT169MCUKVNUaZUqVVKGk5OTkZKSUqi66tc3ISFB9Qzrnj175ptXURlqr61btyI5ORlA5hMuKlasCABwd3eHg4MDgMx+34V5akVx2i01NRX79+/Hvn37MHHiRHz55ZcoV65cnuU1adIEs2fPBgA8fPgQc+bMUcb17NkTzZo1K3DdDfknrG+Fcfv2bdjZ2an+oqOjC53Ppk2bkJGRAQCqpyQ5Ojoqw4GBgQAAf39/JW3IkCHKE1oAoG3btvn2jc7Lp59+isuXL2PGjBmYNWsWatWqBQDYsGGDMk3dunWV4Xr16inD69atK1AZRdnGffbZZ+jWrZsqTX+Zx8bGFiif+vXrq+7727VrV4G+16JFC2V4z549EJECfc+Q4rZnmzZtEB4ejvnz52PcuHHo169fnveZrF69WqlznTp1lOVaVE+ePAEATJw4EcuXL1fe/7Bt2zY0bty4SHkWZZuWn44dOyrDBw4cUH5jxlaQ5X3ixAmEh4fnm5f+70dEcO/evRKq5d/03+fRp08f7N69G+np6bC0tMStW7eKnX9x9hMFOZaKiopSfbaxsSlSPUvaypUrodVqc/1LSEgwWj1sbGzQvHlz5fPevXuNVnZpKjN34llZWWHmzJmYOHEiVq1ahQ0bNuDIkSPQ6XQAgLi4OPTt2xfBwcF53qRna2sLKysr5eBUf8V/9OiRMlzQR3KamPwdoxV3J5dXfk5OTsqwoToDBat3btNoNJpC1RNQ1xX4u76XL19Genq6kl69evVC512UOui3V3BwsDKcFXBkcXR0VA6ALl++XOCyitNupqamaNiwofL5pZfEG+u2AAAgAElEQVRewksvvZTnd5ycnJTl/vnnnysHEaampvj6668LWu08/RPWt8KoVKkS1q9fr0rLfqBcEFeuXFGGT58+nev8xMXF4eHDh6oDAP0DGACws7PDmDFjCl1+Fv2DRysrK+zbtw+pqam4efOmkq6//usHSDdu3EBycjKsrKzyLKMo2zj9g7YsRVnmQOb6ExcXBwCq+crvO1ni4uLw+PFj1TpdGCXRnvXr11edPFu1alWeZZ47d04ZLontZ6tWrbB3717cvXsXQ4cOxTvvvIPu3btj8uTJaNSoUZHyLMo2LT9Zj4gFMk9kPX78GM7OzsXKsygM7T/0lzeQuf944YUX8syrJLZb+XnxxRdRrlw5xMTE4MSJE+jYsSMcHR0xYMAATJ06VTkBV1TF2U8UZB+R/eFChk5INWrUCGlpabmOW7p0abEf5JJdly5dVI/n1te2bVskJSWVaHl50f9t6J9E/ycrMwFIFkdHR4wdOxZjx45FREQEvvvuO8ybNw8igps3b+LUqVOqSDE7jUaDfv364ddffwUALFmyBF27dsX169exY8cOAJk78vfee88o81NQvXv3xrRp05CWloarV69i586daN26NebOnatM069fv3w3hgBw6tQprFixAsePH0d0dDQSExNL9IeU/eymoSdVPEv6Zyeyn2nUD1AL8ybYZ91uhty4cQOLFi1SPg8fPhxeXl7PtMznaX0rDEtLS9XZcQAYM2ZMod/1oL9+vfTSS7k+WcXFxSXH1RVjnNnL64lO2U/OPHnyJN8ApCg2bNiATZs24cKFC4iNjUVycrISRBSWfp0LcqUs+3cK873clEZ76m9DS2L7uWjRInTo0AE3btwAkBlU/f7779i8eTM2b96MLl26FLuMkpD9YN3QweazZmj/kX15l5U3idvZ2WHFihV48803lRNVUVFRmD9/PtatW4eAgADVAWxJefPNN5Wrkps3b8bHH38MW1tb1fbwo48+yjefmjVrqj4bOsA+evQorl+/jiZNmiA1NRVAZk+BjRs3PpP5c3Z2hq+vb67jsq+rz5p+eaX1uzC2MtEF65NPPsG2bdtypLu7u2Pu3LmqF3Zlv5SXm/nz56NPnz4AMi/P29vbo2HDhkhKSkK7du1w8OBB1ZmdsqBWrVpYv3698lIdPz8/WFtbY/HixXB1dcXUqVOxfPnyfPM5cOAAXnnlFcyfPx+BgYGYPHkyTpw4gVmzZpVYXbMfZGXfgRuDra2tMpz9x6r/2c7OrkD5GaPdDJkyZYpSZ61Wi+nTpyvjSqLbX26ep/WtuL788kul68fdu3cL1EVCf/0yMTFBw4YNc/xVrlw5x5m9mJiYkq18LmxsbFRXG/TX9+y/hYKu/4XxxRdf4I033sBvv/2Gx48fY/HixTh79izeeOONIuWnfzCY/Qx0Qb6j0WiK1TWoNNpTfxtaEtvP6tWr48KFC/D390fLli2V+UlPT8fkyZOLnX9J0f99mJmZoUKFCqVSD0P7D2P8foqqW7duCA4OxvTp01Vdph4+fKh05S1pw4YNw/Tp02FpaYl79+6hWrVqcHZ2xtmzZ1G/fn2sWLGiQI857ty5syq42759e67TWVtbo379+qrfo/7LFf/J9H8b+t1Z/8nKRAASGBiIv/76y+B4/TeY6vc9NMTW1haNGzdG1apVERkZieDgYISFhSEhIQF79uxB06ZNS6TeJa1p06awtrbGokWLEBYWhmvXriEyMhJ37tzB559/XqDnRi9ZskTpttamTRu89dZbqFKlSo5uSsWR/WxGQe4TKGn6VwiyB6WRkZHKcEHfBGuMdstNUFAQ1qxZo3weN26cso7funULfn5+z6zs52V9K0nvvvsuFi9enO90+utXSEiIMo/ZVa5cWdX9Qb9rzbNibm6u6rajv/4/fPhQGfb09MxxT11J0H8vzLvvvosOHTrA1dW1SGfy09LSVEF2QbsL6XeZqlWrVrGuPJVGe+pvQ0ti+7l8+XLlnReHDh1CSEiI0l2loPc7GoP+sn755ZeV9szefe9Z3xtiaP+hv7yBgu8/CqMo8xoREYF9+/bB1dUV06ZNw9WrV7F//36li9SzXMZt2rSBRqPBxYsXERoaiuvXryM+Ph7nz5/HoEGDCpSHo6Mj3n//feXz4cOHc7yV/HnyLNZX/d9G9qv4/1RlIgABMq9UZF1azC7rRmJPT88CXbn45Zdf8Mknn+DJkye4e/cuatasiSpVqpTpF7/ExsbCz88PN2/exMWLF+Hi4oIaNWoUul+z/hkc/bM8JcnJyUl1g3T2PvfG0KVLF+WAJyYmRvnxXr9+XVmPtFqtquuBfntkP1NtjHbLzaRJk5Q+t46Ojpg0aZIy7uDBg8/sDOHztL6VFBHB0aNHC3RWs3fv3srN5LGxsaqHLmQ3fPhwZXjp0qV48OCBwWn12yg1NbXIXdWyrvAC6htF9QMg/WlKUkku8wMHDijdpxwdHQt8v87OnTuV4aFDhxarDoDx27NHjx7KcHBwMC5cuFCs/N566y3VgbSnp6fy8AP9bpR5bQONQf+hIGPHjlWGs5/xLWhQVtT5Kcjy9vHxeSZn3i0tLVUv4CvIvIaGhmLChAmqtDZt2ignqArSVbYogoKC0KNHDyQnJ+PixYuoWrUqqlevXqTf/eeff47WrVsDyNwW9+vXL89tZVEYa/0u6vpqyKNHj3DixAkAmevHiBEjipXf86LMBCChoaHw9vbGzJkzleh43759GDVqFBYtWgQHBwesWLFC6SeX/UYv/c8zZ84EkLlQGzRoAI1Go/w5OzujRYsWqpsE88rL0A1lhflOQfLbunUrzp8/DwCYN28etFqtUmcrKyt4enpi9OjR+T6VQ/8pI4cPH0ZgYCBu3ryJ06dPG/xOQeqXfdycOXOUvtB//PEHJk2ahD///BMzZ85U3fj9+PHjfJ+IU5T2cnR0VD01aurUqbhw4YLylmmNRoMffvhB1aWjQ4cOyvCpU6cwceJEzJo1C8ePHy9SuxWUofnbv3+/6kBqwoQJsLKyQmxsLI4dO4bFixerAgJD7fJvWN8MSUxMVB0QJyUlYceOHTn+tm/fjvnz5yM6OjpHt6ncVKtWDV9++aXyeeDAgXj33XcxZ84czJgxA8OHD8epU6cAANOmTUPLli0BZPZt9vHxwWeffaZ0Hx08eLDSZahly5bKWV8RwaBBgzBnzhysXr063zrp++STT5RuGOvXr8eePXuwdetWbNy4EUDmTeL6b1wvyjpiiP4yX79+PW7fvo1Lly4VeCe8bt06bNu2DVu2bFFu0DczM8OSJUsMHtiEhIRg1apVOHDgACZNmoRjx44BAJo3b16gtz5nP0OZ/YpWYduzuDp27Kh6emD//v2xZs0arFq1Ct9//71q2hs3bijLyNBy0+l0eP3117Fnzx48ePAAAQEBytPZJk6cqEyX1zawMPJan/Rdu3YN+/fvx7FjxzBmzBgEBAQAyAyYBgwYoEzn5eWlOtgfN24cVqxYgQULFuTZOyK/+THUXn5+fnjzzTcBZB57LFiwAKdPn1b2Kfb29liwYEGB5regbaGvXbt2yvC8efPw448/4tdff8WPP/5oMK+goCCMHDkSZ8+exYMHD7Bt2zZs3boVWq1Wuae1pI9LFixYoNzb1b9/f5iZmSn7CXt7e9SrVw9ffvml8tCfvGi1Wmzbtg2jR4+GRqPB5cuX4e3tjcmTJ2PXrl04c+YM9u7di++//171kJvsVxvymo/81ofsv3tDV7azp2fffhR1fdV3/PhxHDlyBPv27cMbb7yBlJQUmJiY4Oeff36mD/YpU4r9IN8ScPLkSZk4caK0bdtWPDw8RKvViqmpqTg4OEjjxo3lk08+Ub0H5MKFCzneKGxubi4zZ84UEZGFCxeqxhn6W7p0qWzdujXHWy0dHR3l7t278vPPP6te0IOnz3XOq/yi5CciEh8fL7Vq1cq3ztWrV5fU1FSDbanT6WTWrFlSpUoVMTMzEwcHB2nTpo3MmTNHea8BkPlirbt370rr1q1V+Ws0Gvn4449FRFQvoAIyX5y2cOFCpazAwEDp06ePVKxYUUxMTMTExETq16+fI8969eoZrG9R2yvLjh07pFOnTuLo6ChmZmbi5OQkXbt2lb179+Za3pw5c6Rq1apiZmYmzs7O4ufnJ0FBQYVut86dO+d4G3K5cuVyvHRv6dKlOd7Oam9vL/v371e9fMjQ38iRI0VEcqwbGo1Gunfv/q9a37Jr3bp1jjeHF+Qv6/0V/fv3V721FoB4enqq3uOxdetW6dy5szg7O4uZmZk4OjpK8+bN5auvvlK9LCo1NVUWLlwobdu2FScnJzEzMxNbW1vx9fWVuXPnik6nU6bdvn27vPTSS2JhYSF2dnbSrFkzWbt2rXz++ediZ2enqo9WqzX4nP2oqCiZOHGi1KpVSywtLUWr1UrdunVl8uTJEhMTo5qH4vzGsnv8+LGMHDlSmc9KlSpJ79695cMPP1TyMDMzU97zkP09IE2aNJEKFSoov9eePXvKqVOncpSj/x4Qd3f3HG9PnzFjRoHe3L5lyxaxtrZW1cHExCTHsi5oe+7YsUNcXFxU+Zmamoqnp2eB3syeJTU1Vb755htp0KCBsnzs7Oxk6NChqt8OANmwYYPBbYCIyPvvvy8+Pj5Svnx5Zd/56quvyh9//JGjXEPbwIJu0/Lb/x46dEi+/vpr5WWV5cqVU+rUqlUrWblypeq9QFlOnz4tLVq0UJaVu7u7fPDBBzlezFi7du0CzU9e7SWSue2aP3++vPzyy2Jra6u8jXrYsGGqd7g8fPhQeRlf1p+VlZVs3rxZgoKCxNbWVjXOwcFBgoKC8lz2Dx48kL59+yrvfihfvrz069dPVq5cmaP9L1++LLdv35ahQ4dKvXr1xNbWVkxNTaVSpUrSt29fpaxncVwSGBiY4+3suf0NHjw4z/nNLjQ0VCZPniytWrUSFxcXsbCwEAsLC6lQoYLUr19fXnvtNZk6daps2bJF4uPjle/ltT/Na304cOCAVK1aNcf2Pus3N3HiROX7devWzfE7ADLfi6P/zrPCrq/p6emyfv16mTx5snTr1k1q1qwpNjY2YmpqKhUrVpTXX39djh8/Xqh2fN5pRJ7BM+NKWVpaGnr16oX9+/ejTZs2SrqIICQkBCEhIQAyb4zK7eb30nLgwAF06tQJ3t7eqkfbJSUl4ejRo0pXhZMnT5bZ+1jo+cH1jYzhyJEjyhUiAAgLC0OVKlXy/V779u2V5+EPGzYMy5Yte2Z1JKLcff311/j000/Rrl071RPgIiMjlavAWq22VB5GQ8+3MvcY3uJKTExE+/btcfz4cezYsQOdOnVSjdfpdKhevTpu376temFYaVu3bh0GDx4MHx8f7N27N8fjABcvXoyRI0cCQJmqNz2fuL5RaSnKI3OL85hdIiqa999/H/PmzcOkSZNyfTfVwIEDsWrVKu4jqEjKzD0gJWXPnj04fvw4NBoNWrVqlWN8ZGSk8hKd1157zdjVM2jmzJlITU3FK6+8kuuLFrPuq/Dw8ChzjxCm5w/XNyotRXliTGm9MZvo3yo2Nhbz5s0DAOXmcX3p6elKb5KydCxFz49/3BWQpk2bwtnZGZGRkejSpQveffdduLq6IjExEadOncLixYuRmJiIgQMHqp5eU9q6du2KwMBAzJ8/H9bW1mjWrBksLCwQERGB33//HRs3bkSFChWwevVqnm2gYuP6RsaS/YZO/RtMC/q9gn6HiEqGg4MDWrZsicOHD2PMmDH48MMPUadOHeh0OgQHB2PZsmU4c+YMGjRooHogDFFB/SPvAblz5w5++OEH7N69Gzdu3FDeXlu5cmU0bdoUw4cPVz0toaxYv349VqxYgbNnzyIyMhIZGRlwcHCAl5cXOnfujHfffbfQj0klMoTrGz1ry5cvx4gRI1RPKjM1NUXv3r2xdu1ag9+rXbs2rl27pkpzdHTEtm3blPdbENGzlZSUBH9/f2zatAlXrlxBTEwMTE1NUaFCBTRo0AB9+vTB4MGDc72KTpSff2QAQkREREREZdM/7h4QIiIiIiIquxiAEBERERGR0TAAISIiIiIio2EAQkRERERERsMAhIiIiIiIjIYBCBERERERGQ0DECIiIiIiMhoGIEREREREZDQMQIiIiIiIyGgYgBARERERkdEwACEiIiIiIqNhAJKL5ORkdO3aFfb29hg/fnxpV4eIiIiI6B+jzAYgAQEB0Gg0yt/o0aONVvbWrVuxbds2xMfH44cffsD169eNVjYRERER0T9ZmQ1AFi5cqPr822+/ISEhoUTLWLt2LaZPn46IiAhVupeXF0xNTQEAzs7OcHFxKdFyiYiIiIj+rTQiIqVdiezi4+Ph6uqKRo0a4fDhw0r64sWLMWLEiBIpIywsDF5eXkhJScHx48fh6+urGn/y5EkcOXIEPXv2hKenZ4mUSURERET0b1cmr4D89ttvyMjIwOrVq2FjY6OkZ78qUhyffvopUlJSDI738fHBhAkTGHwQEREREZWgMhmALFy4EL1794abmxt69+6tpJ85cwaBgYF5fvfgwYPo3bs3KlWqBHNzczg6OqJ27dro0aMHkpKSsGTJEnh6emL16tXKd5o1awaNRoNJkyZh/fr10Gq1qvtPsnfRunbtGoYNGwYPDw9YWlrCwcEBvr6++Omnn5CRkaFM9+mnn8LExETJ55VXXsEvv/wCX19fWFpawszMDJ6enliwYIEq/8TERMyYMQN169aFtbU17O3t4enpie7duxenWYmIiIiISp+UMSdPnhQAsn//fhER2bt3rwBQ/t59912D3/36669Fo9EIAGnQoIFs3bpVjh07Jm+//bYAkOjoaLl9+7Zs2LBBlefy5cslMDBQ7t69KyIi27ZtU40PDw9Xyjh9+rTY2dkJAGncuLGcOnVKZs6cqUw7YMAAVZ0mTpyojLO2tpbJkyfL8uXLZcCAAaoy9u3bp3ynS5cuAkBmzZol4eHhcurUKRkyZIjY2NiUZFMTERERERldmQtA3nrrLalevbpkZGSIiEhGRoZ4eHgoB+p2dnYSHx+f43vHjx9XprGwsJBbt24p46KiosTExESio6NFROTChQuqg//jx4+r8tq+fbvBAOTll19W0tetW6eke3p6Kuk7duxQ0j/++GMl3dPTU0lPT08XV1dXZdzHH38sIiLnzp1T0iIiIpTpk5OTpVKlSkVqUyIiIiKisqJMdcGKjY3FmjVrMHz4cGg0GgCARqPB4MGDlWni4+NV3aey+Pv7K8Pt2rWDh4eH8rl8+fKYPXs2rKysilW/27dv4/Tp08rnunXrKsP16tVThtetW5dvXqampqr7S+7cuQMgc/6y9OnTB7t370Z6ejosLS1x69atYtWfiIiIiKi0lakAZOXKlUhOTkb//v2RnJys/PXr1081XW43o+sHBvrBQJbx48cXOwAJDg5WfXZwcFCGHR0dleHLly8XKD8Tk7+bX54+jOzFF19EuXLlAAAnTpxAx44d4eLigvfeew8xMTFFrjsRERERUVlQpgKQhQsXIiMjAzVr1oRWq1X+XnzxRdV0AQEBCAgIUKVFR0crw/pPzipJ2d9DYmZmpgybm5srw/pXMQrLzs4OK1asgK2trZIWFRWF+fPno379+jluiCciIiIiep6UmQDk+PHjuHDhAubMmYPjx4/n+Js+fbpq+kWLFqk+29vbK8PP6kqBflAAAGlpabkO29nZFaucbt26ITg4GNOnT0ft2rWV9IcPH2L27NnFypuIiIiIqDSVmQBk4cKFcHZ2xtixY+Hr65vj74MPPlAFAKtWrVJdaWjQoIEyfO7cuWdSRy8vL9XnqKgoZfjhw4fKsLe3d5HLiIiIwL59++Dq6opp06bh6tWr2L9/P5ycnAAAV69eLXLeRERERESlrUwEIDExMVi3bh0GDx6s6sqkz87ODgMGDFA+P3nyBKtWrVI+v/XWW8rwgQMHcOzYMYPlZb+SUdArJu7u7vDx8VE+X7x4URk+f/68MtynT58C5Zeb0NBQTJgwQZXWpk0b+Pn5AQBeeOGFIudNRERERFTaykQA8ssvvyApKQlDhw7Nc7p33nlH9XnhwoXQ6XQAAD8/P+XAXUTQoUMHvP/++5g7dy5mzpyJ0aNH4/jx4wCAKlWqoGbNmko+n3zyCebMmYNZs2Yp39en/3n+/PlKAPP999/j7Nmz+OabbxAeHg4AGDRokBIs5JaXoXz1h4OCgjBy5EicPXsWDx48wLZt27B161ZotVq89957ebYREREREVGZVoqPABYRkV69einvvTA3N5eaNWtKenp6juk6d+4sFhYWqvdzABAHBwe5efOmMt3OnTulV69e4u7uLpaWlmJpaSl16tSRDz/8UKKiopTpgoODpWvXrmJjYyOWlpbi7e0tU6dOlaVLl4qVlZWqDHt7e+XFiCIiV65ckUGDBombm5uYmZmJvb29+Pr6ysKFC0Wn0ynTTZkyRUxMTFR5NWvWTEREBg0apErXaDQyZMgQuX37tgwdOlTq1asntra2YmpqKpUqVZK+fftKUFDQs1gERERERERGoxHJ4xQ9ERERERFRCSoTXbCIiIiIiOjfgQEIEREREREZDQMQIiIiIiIyGgYgRERERERkNAxAiIiIiIjIaBiAEBERERGR0TAAISIiIiIio2EAQkRERERERsMAhIiIiIiIjIYBCBERERERGQ0DECIiIiIiMhoGIEREREREZDQMQIiIiIiIyGgYgBARERERkdEwACEiIiIiIqNhAEJEREREREbDAISIiIiIiIyGAQgRERERERkNAxAiIiIiIjIaBiBERERERGQ0DECIiIiIiMhoGIAQEREREZHRMAAhIiIiIiKjYQBCRERERERGwwCEiIiIiIiMhgEIEREREREZDQMQIiIiIiIyGgYgRERERERkNAxAiIiIiIjIaBiAEBERERGR0TAAISIiIiIio2EAQkRERERERlMmApApU6bAysoqz2nc3d0xZcqUZ1J+vXr1MHbs2GeSt77du3ejevXqsLS0REBAAPr06YP27ds/83JLSmhoKDQaDfbs2WNwmosXL0Kj0eDIkSNGrFnR6HQ69O3bF7a2tujVq1eJ5h0UpINGE638mZpGw9k5Bn5+8Vi7NrVEy3pezZ2bomojS8toVKkSi4EDE3DypK7Ey7t4MXOZHDmSXuJ5ExERUcGViQCkrPvpp58wbNiwYuczY8YMODo64sSJE/Dy8sK7776L8ePHl0ANn41Lly6hatWqhfqOm5sb/P39UaNGjWdUq4KrWLEiwsLCDI4/dOgQ1q9fj9mzZ2P27NnPpA5ffKHF/v122LXLDnPmWKN8eRMMGJCAvn2fQFfIY+yffkrBsGEJz6Seebl0SYeqVWNVaRUrxiAsLKNE8v/rL1vs32+Hv/6yw6RJVggLy8Arr8Rh7tyUEsm/MN544wn+9z8GiERERM+SWWlX4HkQEBBQIvlERUWhdevWaNSoEQCgQ4cOJZLvs1KU+S5fvjxGjRr1DGpTOLdv30ZkZGSe00RFRQEAevfuDScnp2dSj3r1TNGmzd8/s8GDLdC3rwX69HmCb79NxqRJeV/50xcQUDpn7gMC1JHS7dsZiIyUEsu/RQszlCunefrJDKNGWWLChER88EEifHxM0ayZ8TZTAQE6dO1qtOKIiIj+lZ6rKyCmpqb4/PPPUalSJVhZWaFLly54+PChMv7MmTPo0KEDnJycYGtri6ZNm+boLnT06FE0bNgQlpaWqF27Nn7//fc8y2zTpg2WLVuGX3/9FRqNBkFBQUo+rVq1grW1NWxtbdG2bVucPn061zzS09Oh0Whw8eJF/PTTT9BoNDhx4kSOLlhHjx5Fo0aNYGVlBW9vb+zYsQMtWrTA6NGjlfnTaDQ4c+aMKv8aNWrgww8/BJB5tcbFxQV//vknXFxc8NFHHyl1mD59Ory8vKDValGrVi34+/sbnO/p06dj6NChuHXrFjQaDebOnauMS0hIwMCBA2FnZwcHBwf897//he7p6fzsXbDCw8PRt29fuLi4QKvVom7duli0aFGebR4REYF+/frB0dERlpaWqF+/PlauXKmM/+6772Bra5vjOxqNBlu2bMGBAwdQpUoVAEC1atXQs2fPHGVMmTIFffr0AQA4OzvDz8+vQGVfunQJGo0Gf/31F7y9vdG0adM85yU3r79ujjfesMCcOcmQp8fxDx8KhgxJgJtbDLTaaNSqFYt58/6+AtCmTTyWLUvFr7+mQqOJRlCQDjod8NlnSahRIxZabTTc3WMwZkwiEvQukoSHZ6Bv3ydwccnMt27dWCxapL6ysGZNKl5+OQ62ttGoVCkG//1vIpKSMsdNn56EoUMTcOtWBjSaaIwdm4QqVWKftm0sevZ8AgBIT8+c1ssrVqm/v3/RrmBoNMCsWdZwc9Ng9uxkJb0gZSxZkoJ69eJgbR0NJ6cY9O79BBERhq/UfPVVMuzsohEQkNk96+bNDAwfnoBy5WKUaZYuTUHdurGwtIxGhQoxGDgwAQ8e/B2AvfbaE/Tu/QTffZcMD4/MujVpEoczZ0q+GxkREdE/gpQBkydPFktLyzyncXNzk9q1a8vYsWPlzJkz8vvvv4uDg4OMGjVKRESSkpKkQoUK0q1bNwkMDJRLly7JuHHjxMbGRiIiIkREJCYmRhwdHaVt27Zy7tw5OX36tLRr104cHR1lzJgxuZYbExMjjRs3lv79+0tkZKSkp6dLcHCwWFlZSf/+/eXcuXNy7tw56dGjh9jZ2Ul4eHiu+URGRoqXl5e8/fbbEhkZKWlpadK7d29p166dqv6tWrWSwMBAOXDggDRs2FBcXV2Vup0+fVoAyOnTp1V5e3p6yoQJE0REZNGiRWJtbS3t2rWTbdu2yY0bN0REZPz48WJtbS2//vqrhISEiL+/v1hYWMiSJUtyrW9CQoKMGzdOXnjhBRb55YcAACAASURBVImMjJSkpCQJCQkRANKwYUP58ccfJSgoSL755hsBIGvWrBERkQsXLggAOXz4sIiItGvXTpo3by6nTp2S0NBQWbBggZiamsrOnTtzLTclJUW8vLykQYMGcvDgQbl27ZpMmzZNAMjmzZtFROTbb78VGxsb1ffCw8MFgPz111+Smpoqa9euFQBy9uxZiYuLy3X+fvnlFwEgwcHBEhsbW6Cyr127JgDkpZdekl9++UXOnz+f63wEBqYLECUbN6bmOn7VqhQBouTixXQREenaNV48PWPk4ME0CQ7WydKlKWJq+vf3Y2IypHHjWOnf/4lERmZIerrIt98miYVFlKxZkyLXrulk1640cXOLlvffT1DKadcuTpo3j5NTp9IlNFQnCxYki6lplOzcmSYiIps2pQoQJZMmJUpIiE62bUsVd/doGTToydN2Ehk3LkFeeCFGIiMzJC5OZO3azLqfPZsuWU07fnyCWFtHya+/pkhIiE78/ZPFwiJKlixJznX+RUS+/z5ZgCiJjs7IdfzIkQni5BStfM6vjEOH0kSjiZJFi5IlNFQnJ0+mS6tWcdKsWWYlL1zIXCaHD2fO+/r1qWJuHiXbtmW2cUREhgBR8uOPyfL4cWadli9PEY0mSr76KkmCg3Vy4ECaeHnFSOPGsZLxtNq9e8dLuXLRMmpUgiQliURHZ0inTnHi4REjOp3B2SciIvrXeq4CkKZNm6rSBg0aJI0aNRIRkdTUVDl//rw8evRIGR8XFycAZO3atSIi8ttvvwkAuXTpkjJNRESEaDQagwGIiIiPj48MHTpU+Tx+/HhxcnKS1NS/Dy7j4+PFyspKZsyYYTAfb29vVTn6Acj69etz1O3w4cMCoFAByOLFi5UD8SyxsbFiYWEh06ZNU31vxIgRUqNGDYP1/fjjj6VKlSrK56wAZOLEiarp3N3d5b///a+I5AxAKlasKF988YVq+hMnTsj9+/dzLXPTpk0CQAIDA1XpzZs3l/bt24tI/gGIiMj27dsFgNy8edPg/GW1eWRkZIHLzmqDrPY2JL8A5MiRNAGiZM+etKf56uTGDfXR6ksvxcp//vN3MOHjEytDhz5RPt+7lyHnz6ervvPBB4lSp06M8rlixWj54osk1TQnTqTL/fuZR8++vrHSurU6QFu5MvOgOzw8sz4ff5woVar8nef27ZlBy82bmeNjYzPEwiJKpk1LVOUzYkSC1KgRI4bkF4DMmJEkQJSkpRWsjAULkkWrjRK9n6Xcv58hJ09mtpF+AHLiRLpotVGydGmKMm1SkggQJcuW/Z3WsGGsvPZavKrM3bszl92RI5nLrnfveLG1jZIkvWY+ejRzmr170wzOPxER0b/Vc9UF65VXXlF9rlixIuLj4wEA5ubmSE1NxdixY1GnTh1UrlwZNWvWBPB3X//Lly/DxsYGdevWVfJwc3ODm5tboeoREBCAxo0bw9zcXEmztbVF7dq1lS5ahXX16lWUK1dOVbcWLVoU+d6EZs2aKcNBQUFITU1Fx44dVdO0adMGoaGhePLkSaHyzms5ZNe9e3d8/fXXmDBhAvbu3YvU1FT4+PjAxcUl1+kDAgKg1WrRoEEDVXqTJk2K3LYFVZiy9du3KNKf3s5h9vT2BltbDX74IRkNGsTB1TUGlSrF4MIFHaKiDN9r4eSkwfbtafD1jcMLL2R+Z+HCZNV3unc3x9dfJ2HChCTs3ZuO1FTAx8cULi4aZGQAZ87o0LGjuSrfNm3MIQKcO1ewLkRBQTqkpiKXfMwQGpqBQq5eivR0wMQk868gZbRtaw6NBmjVKg6LF6cgLCwDLi4aNG1qqvrOrVsZeO21eEyYYIW33rIwWH5aGnD+vA6+vup7UJo0MVXmO0udOqbQf5Cft3fmNKGh7IZFRESU3XMVgNjY2Kg+azQayNNO9CEhIWjbti2Sk5OxcuVKnD17NsdN1PHx8dBqtTnyzX4/QX7i4uJgb2+fI93Ozs7ggXh+Hj9+DDs7uxzpFSpUKFJ+Dg4OynBcXBwA4NVXX4WVlZXyN3z4cADA/fv3C5V3XsshO39/f3z11Vc4dOgQOnToAGdnZ0yaNAnp6bnfUB0XFwdbW1toNBpVenHatqAKU7Z++xbFtWuZB6YeHiZISwM6dYrH/7N351FNXO0fwL+BEJKwRHYRUFQUFBUXRK1bXVqraKVqxd1al1r3tvpWi1vF2tZW21qtr1atWq1aad33vWh5tSjgCioqLnUtS5A1Cc/vD34ZMyRAWAy2fT7n5JzM3Hvn3rkzSebJzNw5dEiDRYuUOHPGEfHxKjRrZl3iMiZOzEZkZA4mTJDjt98Ky4webSvKs3y5HRYsUOK33zR45ZVMuLmlYfr0HGi1QHZ24UH+nDk5kMvThFfduoX3P9y/b94oV4UnGoFOnTJFyxkxovBmlAcPyjda1tWrOnh7W8HKyrw6/P2tEBPjiLp1rTF9eg5q185A69ZqnDkjDgLGjcvC48dU6vplZREKCgBHx6L7Q+F0Zuazfd7eXpzHzq5wOj298m7WZ4wxxv4p/jGjYG3ZsgVarRabNm0Snily+/ZtUR47OzvhYNxQenq60bySqFQqk8tRq9WoUaNGmZalJ5fLkZ2dbTRff/YGgNGBsV6O/o7hYugPljds2IDGjRsbpfv4+JSlqWViY2ODyZMnY/LkyXj48CHWr1+PiIgIuLu74/333zfZ1szMTBCRaH3VarWwHqb6obQ+MIc5dVeWLVvyUbeuFWrXtsLJk1qcP6/Db785oH37Zx/Jx48JtWubLq/TAWvW5GHmTAWGDHn2L35GhviA18YGmDzZFpMn2+LhQ8L69XmIiMiBu7sEU6bI/z9djpEjbYtWAQ8P0/tbUSpVYb4NG+zQuLHxV4qPT9n/53j6FNi7V4N+/WRlqqNJE2ts2GAHnQ44eVKLiIgchIZm4u7dakLewYNt0bWrDfr2fYqePWUIC7MxWh5QGERYWz8LfvT00/o2AeJgxDCPk5N5fcgYY4z9m/ytzoCUJDc3F3Z2dqIHGupHL9L/O+/v74/8/HxcvnxZyHPhwgWzzgAY/sMfHByM2NhY5Oc/e15Aeno6EhMT0bJly3K1v169evjrr7+QnJwszDt16pRoKFn9WRfDgOnRo0e4f/9+icsOCgqCra0tHj16hICAAOHl4uICNzc32NoaH3zqFXdmwxwZGRnYuHEjNBoNAAijcrVp0wYXLlwwWSY4OBi5ubk4d+6caH5MTIzQt46OjsjOzhaWCwAJCQkVbr85dVeGVavycOSIFv/5T+G+mvv/Az25uDw7WI2J0eLmzQIUbb5+WqcrPHthWCYzE9i5UyPkycggbNyYD303eXhIMG2aHG3aSHHhgg5WVkCLFta4dUuHgAAr4VWnjhVkMvHBs6lu1M8LCrKGrW3hSF6Gy3FxkcDNTYISdi+TCgoKz1JkZRGmTLE1u47Tp3WIiSk8s2ZtDXTsKEVkpAJPnpDoLMygQTL06WODESNkGD06C/fvi1dOv142NoX1njolPlunr6Nly2eB0MWL4svl9CNgBQSUfBaLMcYY+zf6xwQgrVq1wuPHj/HDDz/g/v37+O6773DmzBm4u7sjISEBarUaPXv2hIODAyZMmIA//vgDJ0+exLhx44q9H0HPyckJcXFxiI+Px19//YVx48YhOzsbI0eOxNWrV3HhwgUMGjQIjo6OGD58eLnaHxoaCoVCgcmTJyMxMRGnTp3CBx98AE9PTyFPzZo14erqivXr10Or1SI9PR0TJ06Es7Nzict2dHTEmDFjMGfOHGzZsgU3b97E8ePH8corr5TYXicnJzx48ADR0dFISUkp8zpZWVlh/PjxGDNmDOLj43Hz5k1s2rQJZ8+eRceOHU2W6d69Oxo2bIjRo0fjjz/+wI0bN/DRRx8hNjZWOGPSokULEBHWrFkDAEhKSsKyZcuM2g4Ae/bsEQWcJTGn7rK6eFGH48e1OH5ci61b8zFwYBbGjMnG0KEy4XKpoKDC+weWLMnD/fuEgwe1mDAhG6++KkVSkg6PHun/TbdCXJwO8fE6ZGYSmja1xrp1ebhxowDnz+vQs2cmevSwQWoqISmpAAUFEowfn40xY7IQH6/DzZsF2LQpH2fPatGxY+G//tOmKfDrrxp89lkurl4tQHy8DkOHZqFtWzX0V505OUnw4EEBoqO1SEkpgJOT1f/3rQaXL+vg6CjBmDG2mDMnB1u25OPmzQIcP67FK69kYvjw0h+cePJkYf8cParF6tV5aNtWjY0b87FsmVK4l8KcOvbv16B376f45RcNbtwoXJclS3Lh62uFmjWNv+q++cYODg4SvP12FogAuRxQKIATJzSIj9dBowGmTpVjzx4NFi/ORUpKAY4d02Ly5Gx07CgV7gXR99HIkVm4fFmHs2d1+M9/slGvnhXatSsMUr777ju0a9euPLsQY4wx9s9TZbe/GzB3FKyIiAjRvA8++IDq1q0rTE+bNo1cXV1JpVLRwIEDKT09nebMmUNyuZzGjRtHRESHDx+mwMBAsrGxoXr16lFUVBS1bduW3n333WLr3rt3L7m4uJCdnR3t37+fiIhOnjxJbdu2JblcTvb29vTaa6/RxYsXS1yHkkbBIiLatWsX1atXj2xtbSk4OJhOnTpFAQEBohGX9u7dS/Xr1yc7OzsKCAigX3/9ldq0aSOMQqUfBUujEY++o9FoaNasWVSzZk2ysbEhHx8fGj9+PGVkZBTb3pSUFAoICCCZTEazZ88WRoA6dOiQKF+LFi1o5MiRRGQ8Ctbp06epc+fOpFKpSC6XU4MGDejLL78ssZ/u3LlD/fr1I5VKRTKZjJo3b07bt28X5VmwYAF5enqSo6MjtW3bluLi4kTD5Wq1WurevTvJZDLq1KmTyXqKjoJlTt3F9UFR+lGwDF/29qnUtq2a1q/PE4Zw1du0KY98fdNJoUil9u3VdP68lvbtyydHx1QKDCzcRnv35pOLSxrZ2aXS/v35FB+vpRYtMkguT6WAgHSKisqnO3d0VKdOOjk4FI5Sdfq0ljp3VpNKlUZyeSo1aJBOX34pHhXrp5/yqEmTDJLJUsnNLY16986kK1eejciVkqKjgIB0kslSafbsbNJqibp3zySZLJU6dSocQUujIZo1K5tq1kwnG5tU8vFJp/Hjsygjw/QIV0TPRsHSvySSVHJxKaz/99+NR48qrQ6Nhuijj7LJ1zddtC6XLxeuS9FheImIoqM1ZGWVSkuWFA7l+/HHOaRUFrZDPzrXqlW5FBBQWKebWxqNGpUlGrmrb99M6tpVTStX5gp1h4RkUHLysz788MMPydrauti+YIwxxv5NJEQVuMaGVarU1FQolUrhMrK8vDw4Oztj4cKFGD9+fBW3jjFmSr9+T5GeTjh82HgQCcYYY4wZ+8fchP53p1arUadOHXTt2hWzZ8+GlZUVvvjiC1hbW6Nv375V3TxWBu+9l42vvy7fU8DZ3wuRk2haIkkzypOeXk10wzpjjDH2b8cByAvC0dERBw8exIcffoh27drB2toaQUFBOHjwIKpXr17VzWNl8NVXSnz1lbKqm8GqQNGAhDHGGGPG+BIsxhhjjDHGmMX8Y0bBYowxxhhjjL34OABhjDHGGGOMWQwHIIwxxhhjjDGL4QCEMcYYY4wxZjEcgDDGGGOMMcYshgMQxhhjjDHGmMVwAMIYY4wxxhizGA5AGGOMMcYYYxbDAQhjjDHGGGPMYjgAYYwxxhhjjFkMByCMMcYYY4wxi+EAhDHGGGOMMWYxHIAwxhhjjDHGLIYDEMYYY4wxxpjFcADCGGOMMcYYsxgOQBhjjDHGGGMWwwEIY4wxxhhjzGI4AGGMMcYYY4xZDAcgjDHGGGOMMYvhAIQxxhhjjDFmMRyAMMYYY4wxxiyGAxDGGGOMMcaYxXAAwhhjjDHGGLMYDkAYY4wxxhhjFsMBCGOMMcYYY8xiOABhjDHGGGOMWQwHIIwxxhhjjDGL4QCEMcYYY4wxZjEcgDDGGGOMMcYshgOQShYXF4fu3btDpVLB1tYW3t7eiI6OrupmsQpq1KgRJBIJJBIJPvvss6puzt8e9ydjjDH27/VCBCCrVq0SDkZMvRQKBWrVqoX+/fvj4MGDVd3cYj19+hTdunXD/v37oVarkZ+fj3v37iEjI6Oqm/bCat68uWhbv/XWW1XdpCp1/fr1Yj8H9vb28PX1RVhYGL799lukp6dXdXMZY4wxxsrshQhASpObm4vbt29j69at6NatG0aOHAkiqupmGdm9ezceP34sTE+bNg0bN25E48aNq7BVL67ExETExcWJ5v3666/Izc2toha92LKyspCSkoIdO3Zg0qRJ8PLywtKlS6u6WYy9MB4+fAipVAqJRILExMSqbg5jjLFiSKu6AaZ069YNUmlh0woKCnDv3j1cvHgRBQUFAIA1a9YgMDAQ77//flU208jt27eF9/7+/li4cGEVtubFt3HjRuG9lZUVCgoKkJmZiV27duHNN9+swpa9OEJCQuDp6QkAUKvVuHTpEh49egQAyM7OxsSJE3Hz5k0sWrSoKpvJ2Avh559/hk6nq+pmMMYYK8ULeQZk8+bN2L17N3bv3o29e/ciISEB8fHxcHNzE/J89dVXVdhC0/Lz84X39vb2VdiSv4effvpJeP/2228L7w0Dk3+7GTNmYPv27di+fTuOHj2Khw8fYu/evahVq5aQZ/Hixdi2bVsVtpKxF8OWLVuqugmMMcbM8EIGIKY0btwYH3zwgTB99+5d3L17V5gmImzevBndunWDu7s7bGxs4OjoiFatWuHbb78V/Su2fv164bp6a2tr4R9lQ7dv3xZdf79///5i27Z582ZIJBLMmjVLmHf27Fmh7O7du4X5BQUFWL9+Pbp37w4PDw/IZDI4OzujVatWiIyMNHld/5o1a4RldezYEVqtFpMnT4abmxs8PDzM6r+y9I9ezZo1hXqPHj2KnJwcREREoG7dupDL5fDx8cH777+Pp0+fmtUGQzExMbhx4wYAoEaNGpg3bx6srAp3x3379hV7f0NycrJouzx+/Bhnz57FG2+8AXd3dygUCjRt2hRr1641Kjt06FCh3Pjx46HVavHpp58iMDAQSqUS7u7uGDp0qGi/MldaWhrmzp2L5s2bw8HBAQqFAvXr18e0adOQmppa5uWVpHv37jh16pQoII+IiDDKp9PpsGrVKnTq1AnOzs6QyWTw8vLC0KFDcfnyZSFfTk4OHB0dhb5ZsGCByXpHjhwp5AkKChKlVfb6l+dzUtHta25/6Q0bNkyob86cOXj48CF69uwJBwcH9O/f36z1zM7OxsKFC9GqVSuoVCrY2NjA1dUV3bt3x969e0sst2jRIrRp0wbVqlWDTCZDrVq18NZbb+HChQsmyxARtm7dih49esDd3R0ymQxubm7o2bMn9uzZU2xdarUaCxYsQOvWrYV+8fDwQLdu3fDDDz8YfXdotdpSvzubNm0qpM+fP1+Yf+PGDWG+lZUVtFotUlJSMGzYMHh6ekIulyMwMNDo0sOePXtCIpHg1KlTwrwGDRpAIpFgypQpxa4bY4yxKkIvgO+//54ACK+0tDST+bZs2SLKd+nSJSFt8ODBorSir549e1JBQQEREWVnZ5NKpRLSVqxYYVTXsmXLhHRPT0/SarXFtn/Tpk0l1r1r1y4iIkpNTaX27duXmLd69ep09uxZ0fJ/+uknIb1Jkya0aNEiYdra2tqsPi5L/+gFBAQI6T///DN16tTJZNlOnToZlS3N+PHjhfITJkwgIqKXX35ZmPf999+bLHf37l1R3WvWrCFbW1uT7Zo1a5ao7KhRo4S0QYMGUc+ePU2W8/T0pDt37ojKBgYGCumffvqpKC0pKYl8fHyK7Vtvb2+6ceOGWf1y7do1Udlt27YVm3fx4sWivBcvXhTSsrOzRf1Z9CWTyWj37t1C/qFDhwpprVu3NqpLp9ORm5ubkGfhwoUVWv+S+rO8n5OKbN+y9hcR0ZgxY4T0SZMmUa9evYTpLl26FLvdDNezUaNGJa6nYT/r3blzhxo2bFhsGRsbG/rxxx9FZfLz86lPnz4l1jVu3DijuuLj48nLy6vEcm3atKEnT54IZTQajSh93759RssNCgoS0iMjI4X5Dx48EJVNSEgotv65c+cK5UJDQ4tt3+TJk0vdFowxxizrbxWAzJs3T8gjkUjor7/+IiKiXbt2CfOtrKzou+++owsXLtDq1atJKpUKaT///LOwrHfffVeY361bN6O6unfvLqRPnTq1xPY/fvyYoqOjafTo0UIZf39/io6OpujoaEpNTSUioh49egjpdnZ29PHHH9OuXbto8eLF5O7uLjpgM+yDrVu3Cmm+vr7k4+NDNjY21LRpU/L39y+1f8vTP0Tig8Q2bdqQTCajMWPG0IQJE0TtBUB79+4ttR16Go1GdDAbHR1NRETLly8X5r388ssmyz58+FBUr6OjI7Vv355++OEHWrlyJfn5+Qlp1tbWdPnyZaGs4TZ3dHQkhUJBM2fOpJ9//lmUBoAGDhxYbF8YHjBrtVpR2muvvUZnz56lxMREmjhxojD/pZdeMitIK0sAcuvWLVHe7777TkgbO3asMN/Pz4/2799PN27coOXLlwsBm0qloocPHxIR0d69e0X7yIMHD0R1nThxQpR+9+7dCq1/SQFIeT8nFdm+Ze0vInEQ3a5dO6HeFi1a0ODBg0vd1h988IFQ3sPDg/bs2UMJCQn03nvvCfNlMpnQ13pt27YV0mvVqkWrV6+mX3/9lfr16yfMt7W1patXrwplPvroIyFNoVDQp59+Sjt37qTp06eLvgPWr18vlElNTRUd/NeuXZuWL19O27dvpw8//FBULjQ0VChXkQDk8ePHRsGNh4cHTZ06lYYOHUo2NjaiddRv/0uXLtGOHTtEZTdu3EjR0dFmB/+MMcYs528TgCQkJJCLi4uQp0WLFkLa0qVLKTQ0lEJDQ43+7Xr99deFMsOGDRPmnzt3TphvY2MjqjMrK4vkcrmQfv78ebPWIzIy0mT7iMQHcMCzsyJ6165dE/2Tv2jRIiHNMAABQPXq1TP6B7ck5ekfIvFBIgDRP8CJiYlkbW0tpBU921ASw4Ndb29v4cD08ePHwkGN4UGuoaIHKA0aNKC8vDwh/datW6J+nDFjhpBmeMBY9GCLSHwQKpPJSK1Wm+wLwwPmqKgoYb5KpaKMjAzRMtu0aSOknzp1qtS+KUsAQkSi/XT27NlERHT//n3RweHx48dFZaZPny6kffLJJ0RUeNDo6uoqzF+9erWojOFBseG/++Vd/+L6syKfk/Ju3/L0l6n6evfuTbm5uaY2k0nvvPOO8LlctWqVMF+r1ZKTk5Ow3DVr1ghpBw4cENV55swZIa2goIBatmwppOnPLKamppJSqRTmFz2rYhgINWrUSJj/8ccfC/MdHR3p3r17onI//vijqC2xsbFEVLkBiKurK926dUtIL/pbceTIESHt/v37orQrV66YtyEYY4xZ3At5D8jgwYMRFhaGsLAw9O7dGy1atECLFi3w119/CXlmzpwpvB8/frxw0/rXX38tWpbhzboPHjwQ3jdr1gzNmzcHAGg0GtF9GocPHxaGgm3WrFmlDKP766+/Cu99fX3Rs2dPUbqfnx9effVVYbqka7I//vhjeHt7m113efqnqA4dOiA0NFSY9vf3R5s2bYTpO3fumN0ew5vM33zzTUgkEgCAq6srunTpAqDwHoDNmzeXuqx33nkHMplMmK5VqxY6d+4sTMfExJgs5+rqikGDBonmjRgxQnifn5+Pc+fOlVr/vn37hPdNmjSBTCZDbm6u8NKvT9G8lcXOzk54n5mZCaBw/9VqtQAAqVSKFi1aiNpk2D/6NkmlUvTr10+Yv2vXLlE927dvF94PGTLEqDxQOetfWZ+Tsmzf8vRXUdbW1vj2229ha2tb6jrq/fe//xU+lyNHjhQty/Dzbfi5NNwufn5+aNmypTAtkUiwfv167Nu3D/v27cPQoUMBAEePHkV2draQr2i//Oc//xHKfPnll8IQ54bbok+fPqhRo4ao3MCBA+Hk5CRMl3TPSnmNGzdO9B01ZMgQ2NjYCNNl+d5hjDH24nghh+Et6YdMf9NiWFiYaP7hw4exdOlSXLhwAffu3UNeXp5R2aI3S44aNQrjxo0DUPhjqz+wMgxGhg0bVu71MGR4Y2hxAU2jRo2EA4wrV64UuyzDAyJzlad/DAUHBxvNq1WrFk6ePAng2cFvabKzs0UHs+Hh4aL0AQMG4MCBAwAKAxXDgQdM0QeRhgICAoQDxZSUFJPlmjRpAmtra6Nyhoorayg5OVl4Hx0dDYVCUWzeS5culbq8sigoKBA95FJ/MGjYJq1WCwcHB7PaNGjQIPz3v/8FABw6dAi5ubmQy+VISEjAzZs3AQAKhQJ9+/YVylT2+lfW56Qs27e8/WWoXr168PHxKbacKTqdDmvWrMHGjRtx/fp13L9/XxhqvGg+PcOb4evWrWuUNyAgwGg9DcvI5XJ4eXmJ0t3d3fHaa6+J5hGRaF1NbQtra2sEBAQIQX5J31nlVfR7Ry6Xw93dHffu3QNg/vcOY4yxF8sLGYAUpR91pUOHDpg0aRJCQkJE6cuXLxcCCaDwX+E6depAJpPh3r17ePLkicnlDho0CFOnTkV2djYOHDiA7OxsKJVKIQCSSqVG/xaWl1qtFt4XN0SvqX+zi7K2thaNfmSO8vaPIVN1yuXyMrUDKPwnPSsrS5hu3bp1sXnj4uKQmJhodEBlyNHR0WieYT8a/vNblnIllTVUlhHAKns0rEuXLgn/3AOFo5aVtU3p6ekoKCiAlZUV2rVrBx8fH9y5cwdZWVk4evQoevToIRrit3fv3qID9Mpe/8r6nJRl+5a3vwzpn9VSFoMHDxYNG+vq6gpPT09YWVkhKSnJ5AM5DfvH8OxDSQzLVKtWzawy2dnZon2rItuiIirrpbNmrAAAIABJREFUe4cxxtiL5YW8BCstLQ1UeH8KiAh5eXm4ffs2NmzYYBR8PH36FFOnThWmBw0ahMePH+Py5cuIj48vcThMlUolXHaSnZ2N/fv349y5c8K/a6+99hrc3d0rZZ1UKpXw3vCAwJDhD7hhfkNSqdTo4KckFemf56Gsz/gwfFaIKaaCBMMAp+hBp7nlSipryPBgPCwsTLTfFn0dP3681OWVRdFL1Dp16mTUpmrVqpXYJsODaYlEIjojtXPnTgDFX35VtK7KWP/K+pyUZfuWt78MGV4GaI5jx46Jgo9vv/0Wjx49wvnz5xEfH486deqYLGcYCBRdn+KUp4xSqRQeBgtUbFuYOttqauhzxhhj/x4vZABSFnFxcaKDjWnTpokuA0lKSiqx/KhRo4T3v/76q+jyq+HDh1daOw0vYUhISDCZx3B+kyZNKqXeivZPZXry5AkOHjwoTIeFhWHkyJFGrw4dOgh5SgtATF0SY3jJia+vb7nKlVTWUL169YT3+suULOHatWtYsmSJMN2hQwfhDIhhm9LT05GWlmb2cgcOHCi83717N27cuCHsl25ubujWrZsof2Wvf2V9TsqyfSvSX+Wlv3QRKAx6JkyYINwLpdFohGfkFOXv7y+8N3XJ06lTpzB//nzMnz8fK1asMCqTmZkp/MGid/fuXaHM/PnzkZ2dDYlEgkaNGgl54uPjjerSaDSiPtVvC6lUKroXpuhzV+7fv1/i/WaMMcb++f72AUjRf9c0Go3w/vLlyzh27JjJNL327dsLl/js3r1b+LfXyckJvXr1qrR29unTR3h/9+5doydXX758GUeOHDGZvyIq2j+V6eeffxYu63B0dMTmzZuxatUqo9fq1auFMsnJyTh9+nSxy1yzZo1w0ywA/Pnnnzhx4oQw3a5dO5Pl7t27J9xromcY7CgUCpP3lxRleECekJBgdKAWGRmJIUOGYOrUqaKHpFXEsWPH0LlzZ+HSIYlEgsjISCG9U6dOoht1169fLyq/fft2hIeHY9KkSdiwYYMorXnz5sIB67179zB79mwhbcCAAaJ/xYHKX//K+pyUZftWpL/Ky/BzqdVqRfvw6tWrRZdfGX4ue/ToIby/fv06fv/9d9FyZ82aJbyio6MBAF26dBGdoVm3bp2ozOrVq4UyK1asgFKpBCDu2+3btxsFEmvXrhXOgEgkEtF9eYY30f/444+iy7lmzZolWt/Kog/g9My5tJQxxlgVeb6DbJnH3OeAmHLv3j2ysrISyvbq1YsuXLhAO3fuJC8vL/L39xcNJRkTEyMay5+I6IsvvhDVD4DGjh1b5vUoaRheIhI9GM3BwYHmzZtH27Zto4ULF5Knp6doKEzD4TwNh+G1tbUtU5sq0j8lPauBiGjkyJFCet++fUtty0svvSTkHzJkSIl5mzVrJuSdNGmSML/oMJ0ymYwGDBhABw4coC1btlDTpk1FacnJyUJZw2FTZTIZubm50cqVK+no0aM0c+ZMUT+NHDlS1J6SngNi+FC4GjVq0MaNG+nYsWMUERFBEomEAJBcLqebN2+W2kdFh+ENCQmh3r17U+/eval79+5Up04do3113rx5Rst55513hHQbGxtauHAhnThxglasWCEa4nXz5s1GZefOnWtUBwA6ffq0Ud7yrn9J+1Z5PycV2b7l6S/D+kw9S6gkRR9eOnv2bLpy5QotWbKEZDKZ6HMZEhJCFy9epMzMTNJqtaLPhqenJ61YsYK2bdtGAwYMEOZLpVKKi4sT6ps0aZKob+bOnUu7du2iiIgI0bM1vv32W6FMWloaeXt7C2l+fn60bNky+uWXX2jatGmi4ZBHjRolWr9hw4aJ1q9Vq1Y0c+ZMeuWVV0ipVIo+pyUNwxsTE2PUd3Xr1jXZXq1WK1qX9u3b088//0wHDhwo07ZhjDH2/P3tAxAiEj3wzPBVo0YNunnzJtWoUUM0f86cOaLyjx49Ev1wAaDff/+9zOtRWgBizhOeGzZsaHSgWpEAhKj8/VOZAciNGzdEdezYsaPE/AsWLBDyenh4CE+iL3qA8umnn4oOLA1fixcvFi3T8ICxV69eoge6Gb7q1q1Ljx8/FpUtqS8uX74sOlAr+rK1taWtW7eWuL56RQOQkl5KpZKWLVtmcjlPnz6lDh06lFj+/fffN1k2KSnJKG/9+vWLbXN51r+iT0I39TmpyPYtT39VJADRaDSiQMLw9fLLL9OFCxeE4E3/OnbsGBERXb9+3WQgqn/JZDKjZ6BkZ2fTa6+9VuL6vfvuu0YPyzTnSeh9+vShnJwcUbmrV6+So6OjyfxLly6lN998U5g2fKJ5RQIQIvEDZPUvw4ckMsYYezH87S/BAoBFixbh888/R8OGDaFQKODl5YVRo0bhjz/+gK+vL9atWwd/f39IpVJ4e3ujQYMGovJubm6i5w3Uq1dP9IyLyuLk5IRjx45h3bp1eOWVV+Dq6gqpVAoXFxd07NgRS5cuxblz58y696AsKto/lcHw8hcHBwejewmKMrw5/uHDh6LLbgx17doVR44cQZcuXeDg4AA7Ozu0adMGv/76K957771il19QUICDBw/iww8/hK+vL2QyGWrUqIGxY8fi9OnTcHV1NXvdGjRogPj4eERERKBx48aws7ODTCZDrVq18PbbbyM+Pl70jI3ysrKygouLC9q0aYO5c+fixo0botHNDNnZ2eHw4cNYvnw52rVrh2rVqkEqlcLd3R29evXCwYMHsWjRIpNl69evb3T52eDBg4ttV2Wvf2V8Tsq6fSvSX+UhlUpx6NAhvPPOO6hduzbkcjnq16+PefPm4cCBA2jUqBG+/PJLeHh4wMbGBg0bNkT16tUBFA6/Gx8fj8jISDRv3hwODg6wsbFBzZo1MWLECJw7d054BoieQqHAnj17sHbtWnTu3BkuLi6QSqXCd9/evXvx3XffGV3GFBQUhMuXL2P+/Plo2bIlVCoVbGxs4OnpiTfeeAM7d+7EL7/8YjQyVb169XDy5En07NkTKpUKdnZ2CAkJwdatWzF+/HjRDevm3hhvju+//x5hYWGoVq0a5HI5ateujZdeeqnSls8YY6xySIiew8W4f0PNmjUTrl+fP38+IiIiqrhFzJQnT56IhuaMiYkpcShfQxMmTMCyZcsAFN67sH///ufSRlY1ePsyxhhjfw//iDMgFfXTTz8JwYdCocDo0aOruEWMMcYYY4z9M/0tHkT4PJw4cQJnz55FcnIy1qxZI8yfPHlypT37gzHGGGOMMSb2rw1Ajh07ho8//lg0LygoSDTsKGOMMcYYY6xy/WsvwapWrRrs7OxgbW0NT09PjBs3DsePHxc9pI8xxhhjjDFWufgmdMYYY4wxxpjF/GvPgDDGGGOMMcYsjwMQxhhjjDHGmMVwAMIYY4wxxhizGA5AGGOMMcYYYxbDAQhjjDHGGGPMYjgAYYwxxhhjjFkMByCMMcYYY4wxi+EAhDHGGGOMMWYxHIAwxhhjjDHGLIYDEMYYY4wxxpjFcADCGGOMMcYYsxgOQBhjjDHGGGMWwwEIY4wxxhhjzGI4AGGMMcYYY4xZDAcgjDHGGGOMMYvhAIQxxhhjjDFmMRyAMMYYY4wxxiyGAxDGGGOMMcaYxXAAwhhjjDHGGLMYDkAYY4wxxhhjFsMBCGOMMcYYY8xiOABhjDHGGGOMWQwHIIwxxhhjjDGL4QCEMcYYY4wxZjEcgDDGGGOMMcYshgMQxhhjjDHGmMW8EAFIWFgYJBJJsa/r16/j4sWLkEgkOHnyZFU312L69euHrl27VnUzqkxmZiamTJmCWrVqwcrKCnZ2dmjTpg2OHDkiyrdv3z40btwYtra2qFmzJj7//HNRekFBAb744gvUrFkTtra2CAoKwp49e4zqIyJ4eHhg27Ztz3W9yiMlJQWtWrWCXC7H119/XdXNKZPExAJIJGnw9k5HQcHzq8fVNR3z5+dWaBnVqqVDIkkTXipVGtq0UeOLL3KRnV1JDS2jfv2eomvXzKqpnDHGGHsOXogABADq1q2LQ4cOmXx5eXnBy8sLy5cvh5+fX4XqefPNN7F27doKLcPd3R23bt2q0DLM8c4772DKlCnlLn/p0iX4+vpWYossa/To0dizZw+++eYbtG/fHpGRkahZsyZ69uyJxMREAMDRo0fRo0cPtG/fHocPH8a4ceMwY8YMfPPNN8JyPv74Y8yaNQtTpkzB0aNHERgYiLCwMMTGxorqO3/+PP766y906tTJoutpjjVr1uDy5cs4ePAgBg4cWNXNKZMffshDYKA1HjwgHDmirermlKpvXxscO+aAo0cdsGaNPVq1kiIyMgfBwRl4+JCqunnsOauM3wjGGGOloBdA7969KSgoyCJ11a5dm3744Ydyl09JSSEAdPPmzUps1fOxbt06qlWrVlU3o1w0Gg3Z2trSpk2biIgoNDSUDh06RBqNhvz9/embb74hIqLOnTtT27ZtRWXHjh1L7u7upNPpKDc3lxQKBc2cOVNI1+l0FBgYSP369ROV++KLLygkJOQ5r1n5TJgwgQIDA6u6GWWm1RLVqJFGixblUKdOahoy5Olzq8vFJY0iI3MqtAyVKo0mT84ymn/1qo7c3NKoWzd1hZZfHn37ZlKXLpav99+qor8RjDHGSvfCnAEpTdFLsN58802Eh4dj9uzZsLe3x+7duwEAq1atQqNGjaBUKuHq6oq+ffvi7t27AACJRIKbN29ixIgRqFatmsl6NBoNpk6dipo1a0Iul8PHxwfvv/8+8vPzcfz4cdSqVQsAULt2bYSFhQEAtFot5s6di4CAACgUCtSvXx/Lly8XLVelUuHzzz/HiBEj4O7uDqVSibCwMDx58qTYdS56CVZJ61bU3LlzMXz4cKSkpEAikQiX7dy9exfh4eFwdnaGra0tGjdujA0bNpTY9+a0/dGjRxg2bBi8vLyEPliyZAmAwkup7O3tsWDBAtFydTod3N3dMWPGDKM6tVot8vPzoVarRfOlUikSExMxadIkAIVnLbp06SLK8+abb+LRo0e4cOECrl+/jpycHHTu3FlIt7KyQp8+fXD48GFRuUOHDqFr1644cuQIJBIJfv/9d1F6QkICJBIJDhw4AAA4d+4cunXrBldXVzg6OqJPnz5ISUkRrd/s2bPh5+cHhUIBb29vjB8/HllZWaK2mtqPDbVr1w5Lly7FpUuXIJFI8NlnnwEATp06hQ4dOkCpVMLe3h6dO3fGH3/8UaZlAyVvOz0PDw8sWbIEU6dOhbe3N1QqFXr16oUHDx6YXKbewYMaPHhAGDDAFkOG2GLbtnw8fSrO07v3U/Tt+xRffpmLmjUzoFCkIThYjdhYnZBHpUrD55/nYsSILLi7p0OpTENY2FM8eVL8GYlz53To1i0Trq7pcHRMQ58+T5GSUr5rwOrVs8K8eQocOKDFxYvP2lVSHREROVCp0pCfL17WwoW5kMvToFYXtn3z5ny0bKmGvX0aqldPx3vvZSMnp/i23L1bgPDwLDg7p8PWNg2NG6uxYcOzSuLidJBI0rBjhwadOmVCpUqDq2s6pk7NEV0CV1r/LFuWBw+PdOzcqYGHRzqmTTPdKHP28/z8fHz00Ufw9vaGvb092rVrJ/p8lZael5eHadOmwcfHBzKZDLVq1UJERAS02mdn1Ozt7fHll1+K2jZq1CgEBwcL06Xtx+b8RjDGGKsEVR0BEZl3BuTChQsEgKKjo4mIaNCgQRQQEEA9e/akEydO0JMnT+i3334jiURCK1eupOvXr9Pp06epQ4cO1KZNGyIiunv3LgGgb7/9lv766y+T9URGRpK7uzsdOHCAkpOTac+ePVSjRg2aMWMG5efn05YtWwgAnTt3jtTqwn8lp0yZQkqlktatW0fXrl2j5cuXk0wmo1WrVgnLdXFxIWdnZ1q7di3pdDpKTEwkHx8fGjx4cLHr3LdvX+rSpQsRUanrVlRWVhZNmjSJfHx86PHjx5STk0N5eXkUEBBAQUFBdOLECbp69SrNmTOHANCOHTuKbYc5bQ8NDaW6devSiRMnKCkpiVavXk3W1ta0bds2IiJ66623KCAgQLTcw4cPEwBKTEw0WW9YWBi5urrSunXrqEuXLnTo0CGjPCqViubPny+ad/78eQJAv/zyC8XFxREAOnnypCjPkiVLCICwH+Tm5pJSqaSjR49SQUEB1alTh8aOHSsqM3PmTPLy8iKdTke3b98mR0dH6t69O50/f57++OMP6tChA/n5+VFubi4RFZ5RkclktHnzZrp69SodPHiQvLy8aPLkycIyTe3HRaWnp9PIkSMpICCAHj9+TNnZ2ZSUlERyuZwGDBhACQkJlJCQQK+//jo5ODjQnTt3zF42UenbjojIy8uLvLy8aM2aNaTRaOjOnTvk6elJ7777rsll6vXv/1Q4a6BWEymVqfTDD3miPH37ZlK1amk0dmwW5eQQpaUVULduaqpZM510usI8Li5p5OycRmvX5pFOR5SYqCMfn3QaPPjZGRXDMyC3b+vI0TGVunfPpPPntfTHH1rq0EFNfn7p9P+bx6TizoAQEf35ZwEBqbR0aa5ZdZw/ryUglfbuzRctp2XLDOrTJ5OIiLZvzycglaZPz6Zr13S0d28+eXunic4UGZ4BycsjCghIp6CgDDpxQkNXr+pozpxsAlJpx47Cei5cKKy3fv10On1aSzod0c6d+SSVptL335vXdiKilStzSalMpS5d1LR3bz7duKEz2S/m7OcTJkwgNzc32rJlC8XGxtLw4cPJ3t6ebty4YVb622+/Tc7OzrR582a6fv06bdiwgRwcHOi9994T6rCzs6MvvvhC1LaRI0dSixYthOnS9mNzfiMYY4xV3AsTgDRu3JgyMzONXk+fFv4QFw1ABg8eTDY2NqIfie+++44UCgXl5z/7wX/w4AGdPn2aiIhycnIIQImn1/v37y8c9OtduXKFkpKSiIho3759okuwMjIySCaT0Zw5c0RlRo0aRX5+fsK0i4uL0XI/+eQTksvlwjoWZRiAlLZupnz44YeiS7C2b99OACguLk6Ur23bttS1a9dil2NO269duyYcLOg1b95c+GE/efIkAaA//vhDSB87dmyxARQRUWpqKvXr148kEgkBoODgYPrqq68oIyNDyNOyZUt64403ROU2btxIAGjt2rWkVqvJ2tpauGRLb/To0QSAbt26RURER44cIYVCIQQP8+fPJycnJ8rLe3aw3KBBA5oxYwYREU2fPp1UKhWlpaUJ6bdv3yYrKyvasGEDERHdv3+fzp8/L6r3/fffpwYNGgjTpvZjU8aPHy+6BGvKlCnk6uoq2h8yMzNJLpcLAZm5yy5t2xEVHrgV3UfefvttatmyZbHLTUsrILk8lTZtetaHQ4Y8pU6dxJcT9e2bSfb2qZRjcPXUqVMaAlLpyBENERUGF0UvQ/rkkxySy1NJ//ExDECmT88mlSqN0tIKhPy3b+vIyiqVNmwQB0CGSgpAiIhsbFJp5sxss+to0CCdRo9+tryUFB0BqRQVVbjdWrfOoI4dxeu1YUMeSSSpdOeOTugf/brrA5a4OK2oTNu2auratTCPPgApejnaK6+oqX17tdlt//77XAJSadcucQBVVGn7uVqtJrlcTt9++62QnpeXR3379qWDBw+Wmv7kyROSSqX01VdfieqIiIggOzs74TNqbgBS0n5szm8EY4yxinthLsG6cOECHBwcjF4eHh7FlvH394ezs7Mw3blzZ0gkEnTo0AHff/89bt26BQ8PD4SEhJjdjl69euHIkSMYMGAAoqKikJaWhoCAANSvX99k/vj4eOTn5+PVV18VzX/55Zdx/fp1PDW43qR58+aiPIGBgcjNzcW9e/dKbVdlrNvZs2ehUCgQFBQkmh8cHIz4+PgSy5bWdnt7e3zzzTcICgpCjRo1UL16dVy4cAGpqakAgLZt26JBgwb48ccfARSOTLVt2za89dZbxdbp5OSErVu34vbt2wgODkZ+fj6mTZuGBg0aICkpCUDhjfo7d+7E2rVrkZ2djZiYGCxcuBAAYGNjAwcHBwwcOBCffvopTp48iZycHGzcuBE7duwQ8gCFl1+1b98etra2AIARI0ZArVYLo2VdunQJV65cEdp7+vRphISEiC7T8PHxQZ06dYS+dHV1xb59+9C6dWv4+PigevXqWLFihdAnekX3Y3OcPXsWLVq0ENqv3wb+/v6ibWnOskvbdnpNmjQRTTs5OSEtLa3Y5W7alA+ZDAgNlUGrBbRaYOhQWxw/rsXt2+JLoRo0sIZc/mw6MNAaAHD9+rPLnZo3l4rKBAZaIzcXuHfP+LKq06e1CAmxRrVqEmGej48V6tSxQny8zii/OYgAnQ6QSiVm1xEebosdO/KFS59++SUfjo5AaKgNCgqA2FgdXn3VRlTPyy/bgAhISDBu59mzWigUQFCQtWh+cLC10Xo1by7OExhoLfRnWfqnTRtxvxdV2n5+8eJF5ObmomXLlkIZmUyGqKgovPLKK6WmJyQkQKvVonXr1kXWORhZWVm4du1aie0rqqz7MWOMscr3wgQgfn5+iI6ONnodOnSo2DIqlUo07e/vj5iYGNStWxfTp09H7dq10bp1a5w5c8bsdgwZMgQ7duxAWloahg4dCnd3d/Tr1w+PHj0ymV9/j0KnTp0gl8uF14gRIwBAdI28vb29qKydnR0AID09vdR2Vca6qdVq2NvbQyKRiOY7ODggM7PkYT5LartGo0G3bt1w6NAhLFq0CGfOnEF8fDyaNWsmKjNy5Ehs2rQJWq0W0dHRUKvVCA8PL7Xd3t7e8PDwwKJFi3D16lXY2Nhg5syZAAoDhffffx+jRo2CnZ0d+vfvjzlz5gAA3NzcAEA4uG7fvj2USiWWLVuGiIgIWFlZCQfnhw8fFt1vU6NGDXTv3h3r168HAERFReGll14SAlG1Wo0jR46ItrlcLkdycjLu378PAJg4cSIiIyMxYcIE/Pbbb4iPj8fo0aON1q/ofmwOtVoNR0dHo/lFt2VpyzZ32wGAQqEwmkdU/D0Ya9fmQa0GHB3TYGNT+OrWLRNEwI8/im+MsLcX75N2doXT6elUpjx6anXhiFtyeZrolZxcgPv3y3cfyPXrBSgoAGrWtDK7jvBwGR49Ipw6VXivQlSUBn36yCCXA9nZhUHZnDk5ovJ16xZ+H5hqp1pNsLeXoMhHGA4OEmRmivvBVH/p+6os/aNSFamsiNL2c/3Bvf47o6jS0vXfsUX3dwcHBwAo9burqLLux4wxxipfyX9tWZCdnR3atWtX4eU0adIEGzZsgE6nw8mTJxEREYHQ0NBib9Y25fXXX8frr7+OrKws7NmzB1OmTMGoUaOwc+dOo7z6A7wNGzagcePGRuk+Pj7C+6I/lPofVicnpwqvm/6f+5KoVCpkZmaCiERBiFqtLvVAtaS2nz59GufPn8dvv/2G9u3bC3keP36M2rVrC9PDhw/HRx99hGPHjmHnzp144403iq03NTUVSUlJaNOmjWh+7dq1MXjwYERFRQEovKF84cKFmDFjBtLS0lCrVi2cOHECAITt4ezsjP379wtna7y8vDB79mzUr18fcrkcqampOHfuHFauXCmqa9SoUQgPD0dmZiaioqKEG9/1fdmuXTusWLHCqO0ODg7Q6XRYs2YNZs6ciSFDhghpGRkZJte3rFQqldEN+kDhdqlRo4bZyzF325VVYmIBzpzRYd06OzRsKP4nfsWKPKxfn4eIiGenPIoePOtv0HZykpQpj55KJUG7dlKsWGF8UOvgUPIBdXG2bMmHlRXQpYvU7DoCAqzQpIk1tm3LR9261oiJ0WLOnMIDZ6USsLEBJk+WY+RI48+vh4fp9crMJBBBFISo1WQUKJjqL31fVVb/mLOf6/8IMLW/mpOu/44omq6f1qcX/WMFAHJKupufMcZYlXlhzoBUhtOnTyMmJgYAYG1tjY4dOyIyMhJPnjwRnYko6d+uHTt2CM/40P+jPnr0aFy4cEGUT7+MoKAg2Nra4tGjRwgICBBeLi4ucHNzEwUG+gNjvdjYWNjZ2YmClIquW1GG6xocHIzc3FycO3dOlCcmJkZ0+YMpJbU9N7fw4W8uLi6iZd68eVNUv6urK15//XVs2rQJUVFRwlkiU7Zt24ZOnToJZxMM3bt3T7g0Lzo6Gjt27ICTkxPq1KkDa2trrF27Fq1atUL16tUBAJs3b0ZsbKzwPBmtVosNGzagd+/eAIAjR47A2dkZTZs2FdUTGhoKZ2dnfPbZZ0hOThadrQkJCcG1a9dQt25d0Xa3srKCp6cndDodtFqtqE8yMzOxc+fOSvm3NTg4GLGxscg3GGIpPT0diYmJpW5LQ+Zuu7L64Yc8eHpKMGSIDMHB1qLX6NG2uHq1AKdPP7vU5+JFHVJTn9WnHwErIOBZ8HLihEZUR2ysFnZ2hZcOFRUSIsW1azrUrWuFgIBnLysrwNOz7AFIfLwOn32Wg/BwmXAGxNw6wsNl2LNHg5078+HuLhECGCsroEULa9y6pROVr1PHCjKZ6cAqOFiK3NzCEawMxcRo0bKl+P+kEyfEz1yJjdUJ/VlZ/WPOfu7v7w+lUin6DikoKEDHjh2xfv36UtODgoIglUpx6tSpIuscA5VKhXr16gEoPENS9Gzy+fPnzV4XQ3xGhDHGnrMquvdEpDyjYA0ePNjo+Q9z584lNzc3ioqKouTkZIqLi6OwsDDy9fWlgoLCmy0VCgUNHz6c4uLiRDfw6r388ssUEhJCJ06coBs3btCxY8coICCAhg8fTkRE//vf/4RRUi5dukRERBMnTiQXFxfavHmzUCYoKIhCQ0OF5bq4uJCXlxfNmTOHkpOTaffu3aRSqWjkyJHFrrPhTejmrFtRn332GclkMvrtt9/o1q1bpNFoqGHDhtSsWTM6c+YMJScn04wZM0gikdCRI0eKbUdpbX/06BHJ5XJ655136M8//6QDBw5Q8+bN6dVXX6VbzuHfAAAgAElEQVSgoCB6+PChsKz9+/eTVColHx8f0ulMj6pDVHjjar169ahRo0a0detWatu2LS1evJhmz55NVlZWtGXLFiIqvDnf1taWVqxYQbGxsTRnzhySSqV0+PBhYVn9+/cnX19f2rVrF/3+++/Ut29fcnd3pwcPHhAR0ZgxY6h///4m2zF9+nSSSqVGo5XdunWLHBwcaNCgQRQXF0dXr16lyMhIkkqlFBMTQ0SFN3KHhIRQcnIyJSQkUIcOHWjo0KEklUopMTGRNBqNyf3YlKI3oV+/fp0UCgUNGTKEkpKS6Pz589S9e3dydXWlR48eEZHpz0hR5m47Ly8vioiIEJX94IMPqG7dukbL1D/7Y8KE4m/m9vVNp3ffLUzv2zeTPD3TKCwsky5d0lJsrJaCgjKoXr100u/aLi5p5OWVRnPmZFNyso52784nlSqNRo40PQrWrVs6cnBIpUGDnlJcnJauXtVRZGQOSaWpFBOjKbZdKlUa9e2bSceOaejYMQ3t2pVPH3yQTXZ2qdSkSQb99dezz5q5dVy/XnjjeVBQBk2cKO6TX37JJyurVPr00xxKStJRXJyW+vd/StWrp9H/D7InugldoyFq2DCdmjXLoDNntJScrKMZM7JJInl2w77+JnR//3TatCmPbtzQ0eLFOQSk0o8/5pnddv1N6Jriu4uIzNvPJ0yYQPb29rR+/XqKjY2l0aNHk1KppOvXrxMRlZo+ZswYcnFxoe3bt1NKSgqtW7eOlEqlaPCPXr16UWBgID158oTy8vJowYIF5OnpaXQTemn7cdHfiJiYGGrVqhUlJCSU3BGMMcbM9o8KQDQaDX300Ufk6+tLMpmM3NzcqHfv3nT58mUhz8cff0xKpZJcXFxEIxjpPXz4kAYNGkRubm4kk8moZs2aNG7cOEpPTyciIq1WS927dyeZTEadOnUS6p01axbVrFmTbGxsyMfHh8aPHy8arcnFxYXmzJlDkyZNIhcXF1IqlRQeHk7Z2dnFrrNhAGLOuhWVkpJCAQEBJJPJaPbs2UREdOfOHerXrx+pVCqSyWTUvHlz2r59e4l9b07bN23aRL6+vqRQKKh9+/Z0/vx52rdvHzk6OooOnHU6HTk4ONCsWbNKrJOocFSpoUOHUo0aNUgikZCNjQ0FBgYKwQcRUUFBAc2ePZu8vb1JJpNR06ZNadeuXaLlpKWl0cCBA8nZ2ZmUSiV169aNrly5IqTXrl2bVq5cabINZ86cIQAmA7TY2Fjq0qULKZVKcnR0pJdeeon27t0rpMfHx1OLFi1ILpdTQEAARUVF0Z07d6hOnTrk4OBAN2/eLHcAQlQ4sljbtm1JLpeTvb09vfbaa3Tx4kUh3dxlm7PtyhKA7NtXOFLTiRPFH7lOnZpNzs5plJdXeIDdtauaVq7MJV/fdJLJUikkJIOSk58FqC4uhcHHpElZ5OKSRkplKoWHPyXDj0/RBxHGxmqpSxc1KZWp5OiYSi+9pDYaErcolSqNgFThZWubSoGBGTRvXg6ZGqzO3DpatMggwHTw89NPedSkSQbJZKnk5pZGvXtn0pUrz9a96IMI79zRUb9+maRSpZFMlkrNm2fQ9u3P6tQHID//nEehoZmkVKaSi0sazZ8vHhWrtLabG4CYs5/n5OTQpEmTyMPDg5RKJbVu3ZqOHz8uLKO09Ly8PPrggw+oRo0aJJVKqXbt2rRgwQLRny/Xrl2jdu3akZ2dHXl7e9PcuXNp+vTp1KxZMyGPOftx0d8I/ciH+t8exhhjFSch4nPNluDq6oopU6YIN0//nVRm2/ft24fevXvj1q1bZbpXoWfPnpgyZYroRnFL+PDDD7Fnzx5cvHjRovX+m/Tr9xTp6YTDhx2KzePqmo4pU+SYOVNebB5W6OJFHRo3ViM62gHt2r0wt/kxxhhjAv51YhZx7949nDt3DmPGjMGkSZPKFHwAwKBBg1CnTp3n1DpjSUlJwshQ27Zts1i9/wTTpuXgyy9zzcpLJB6AQSIxHg7VnDysUNG+Aiqvv15+WYpjx4oPEhljjDFzcQDCLGLs2LGIjo5GeHg4PvnkkzKXHzRo0HNoVfGCg4OhUqnw1VdfoVevXhat++/uiy8U+OIL46FOzWHqALo8edgz3F+MMcZeNHwJFmOMMcYYY8xi/lHD8DLGGGOMMcZebByAMMYYY4wxxiyGAxDGGGOMMcaYxXAAwhhjjDHGGLMYDkAYY4wxxhhjFsMBCGOMMcYYY8xiOABhjDHGGGOMWQwHIIwxxhhjjDGL4QCEMcYYY4wxZjEcgDDGGGOMMcYshgMQxhhjjDHGmMVwAMIYY4wxxhizGA5AGGOMMcYYYxbDAQhjjDHGGGPMYjgAYYwxxhhjjFkMByCMMcYYY4wxi+EAhDHGGGOMMWYxHIAwxhhjjDHGLIYDEMYYY4wxxpjFcADCGGOMMcYYsxgOQBhjjDHGGGMWwwEIY4wxxhhjzGJeiABk5syZkMvlJebx9vbGzJkzn0v9jRo1woQJE57LsqvC0qVLIZVKq7oZgiNHjkClUiExMdFidT7PPoiKioJEIsGTJ0/w4YcfokWLFsjNzX0udf2buLq6Yv78+cWmP8/vAEOHDx+GRCLByZMnTaYPGDAAjRo1Eqa//vprSCQSpKeni/IlJSXBxcUF/fv3R0FBQaW20XAfLM6ECRNE7fy3qmg/DBkyBO3atavEFpXfxYsXS9w3/wm0Wi0kEkmx3wX//e9/jfb9GzduYPTo0fD19YWtrS3s7e3x0ksv4aeffiq2nvDwcEgkEqxcubLS10HPnH2PP6emPc/f8CdPnkAikSAqKuq5LJ+Z54UIQFjl6tSpE7777ruqbgYA4OHDhxg0aBC+/vprBAQEWKxeS/XBJ598AqlUiilTpjz3ul407u7uuHXrVqUtb9GiRejRo8dzW74lPXz4EN27d0eTJk3w448/wsqKv2pZxXl5eWH58uXw8/N77nX9XT5/Dx8+RMeOHXHp0iUsWrQIv//+O3bs2AE/Pz8MHjwYa9euNSqTnp6OnTt3okmTJli3bl0VtJqV5kU6jmHPx4vzNzmrNIGBgQgMDKzqZgAAIiMj4e7ujrfeesui9VqqD6RSKRYuXIjOnTtj4sSJL0y/P2+3b9/G48ePK3WZw4cPf67Lt5SsrCyEhobCwcEB27dvh62tbVU3if1DODk5YezYsc+9nr/T5y8qKgr37t1DQkICnJ2dhfldunRBdnY2oqOjjX5/Nm3aBKVSicWLF6Nr1664fv26RYI6Zr4X6TiGPR9/q7/lrK2tMW/ePFSvXh1yuRw9evTAo0ePhPTY2Fi88sorcHV1hb29PUJCQnD48GHRMk6dOoWmTZvC1tYW/v7++OWXX0qt99GjRxg2bBi8vLygUChQv359LFmypMQyX331FVxcXHDw4EEEBgbC3t4etWvXxvr164U8b775JsLDwzF79mzY29tj9+7dAIBz586hW7ducHV1haOjI/r06YOUlBQAwKFDhyCRSPC///1PVN+ZM2cgkUhw8OBBo1OXeXl5mDZtGnx8fCCTyVCrVi1ERERAq9UKeezt7fHll1+Kljlq1CgEBwcL06tWrUKjRo2gVCrh6uqKvn374u7du8X2wePHj7Fq1SpMmzYNEolENH/YsGGoWbMmlEolWrdujePHjwMANBoNmjRpgn79+omW9dprr6F58+bQarVm9W3RPnBzc8PXX3+NHj16QC6XIyMjAwCwefNmtGzZEvb29qhevTree+895OTkCOW0Wi0mTJgAJycnODo6YtCgQUJZvY4dOyIkJAQLFy4sti8A8/aj+/fvY+DAgahWrZpw+Y5hH5eWfvfuXYSHh8PZ2Rm2trZo3LgxNmzYIKTHxsZCIpEgNjZWVK+fnx+mTp0KAFi+fDnc3d1x+vRptGrVCiqVCnXq1MGaNWsAAMePH0etWrUAALVr10ZYWJjRug4cOBBdunQRzQsICICHh4do3oABAxAaGgrg2SVYJS2/tO+AonQ6HWbPng0/Pz8oFAp4e3tj/PjxyMrKKrZMReh0OvTv3x9PnjzBvn37oFKpSs1fWvvM2Qf//PNP9OjRAwqFAtWrV8fcuXON6irvZ+DOnTvo378/PDw8oFAo0LBhQ9FlK6Wlm8Ocz4aHhweWLFmCqVOnwtvbGyqVCr169cKDBw/K1A+mrFu3DoGBgUL7f/jhB1G6VCrFtm3b/o+9M4+v8dj/+OckcnKyi6yyWRISSSMiJCKxJWgtLddaRFVLay21XW1U3OqlrWp7KW5RW1W4qK2lqB9ZlCwkgpCFIK4iNMQWWXx+f+R1nubkbE9C0d55v1558Twzz8x3Zr7f78w8z8wc+Pr6SnZV3YbktKNc+Xv37g1LS0u4ublhwYIFmDVrFvz9/QFoL8EyZqtAlf5MnDgRDg4OsLW1xRtvvIEdO3ZAoVDotB199ienH9FFfHw8WrduDRsbGzg6OuKVV17BuXPnZLWLHMrKyjT+rc6WLVvwzTffaN1fs2YNBg0ahKioKDRq1AjffvutwTzktK8c3fsz2emSJUvg4uKCnTt3wsXFBdOnTwdQpU9z5syBn5+fZKvLli3TeDY5ORlBQUFQqVRo0aIFvv/+e7Rv3x5vv/02AHn9UM0+vC7jJTVff/01vLy8YGFhgYiICJw+fVpvudXIGU8KHhM+B8TGxtLc3NxgHHd3d/r6+nLChAlMT0/n1q1baWdnxzFjxpAkHzx4QAcHB/bu3ZsZGRk8ffo033nnHVpZWfHy5cskyVu3brFBgwaMioriiRMnmJaWxujoaDZo0IDjx4/Xm3evXr3o7e3NhIQE5uTk8JtvvqGpqSm3bdum95nFixfT1NSU3bt355UrV1haWsoPPviAJiYmPHv2LEly6NCh9PPzY+/evZmQkMAbN27w0qVLtLW1ZY8ePZiVlcW0tDR27NiRPj4+LC0tZUVFBZ2dnTljxgyN/KZPn05nZ2dWVFRIeat544032KBBA27cuJH5+flcv349bWxs+O6770pxrKysuGDBAo0033zzTYaEhJAkExMTqVAouHz5cubn5zMlJYUdO3ZkeHi43jr47rvvqFAoWFRUJN2rrKxkSEgIfXx8eODAAWZnZ3PChAlUqVQ8efIkSTItLY2mpqb86aefSJJbt26lmZkZMzMzZddtzTpwc3NjixYtOGPGDP7yyy8sLy/n9u3bCYAzZ85kXl4ed+/eTQ8PD8bExEjPzZ07l0qlkqtWrWJeXh6XLl1KLy8vAtAo1z/+8Q86Ojry0aNHeuvDmB6Vl5ezVatWbNu2LQ8cOMDExES2adOGgYGBrKysNBr+8OFD+vn5MSgoiAkJCczNzWVcXBwBcMeOHVLdAmBaWpqGbN7e3pw6dSpJcsWKFVQqlezVqxcLCwv56NEjxsXF0czMjJcvX2ZZWRk3bdpEADx+/DhLSkq0yrpy5UpaWVmxvLycJHn16lVaWFjQycmJOTk5Gu3yxRdfkCQdHBw4d+5cvekb8wG6WLBgAZVKJTdu3Mjc3Fzu27eP7u7unDRpkt5n9u/fTwBMSkrSGT548GAGBARI11988QUBsLi4mKNHj6aDgwPPnDmjN/3ayidHB6Ojo+np6SnZ1Pjx4+nq6qohZ11tIDo6mhEREUxNTWV+fj6XLl1KU1NT7t27V1a4HOT4WHd3d7q7u3PVqlUsLy9nYWEhGzZsyLFjx2rIaqwearJlyxaampry008/ZXp6Oj///HMqFApu3ryZJDls2DA2adKE3bt3Z1JSEpOSktiyZUu2aNGiVu0oR/6ePXvSzc2N+/bt44kTJ9i7d2/6+PhI8p88eVJDN43ZKkl++umnNDMz4/Lly3n27FnGxsayWbNmWj5MjT77k9OP1CQ1NZUKhYKxsbE8c+YMU1NT2aVLFwYFBel9pry8nAA4d+5cneHLli3TkD07O5umpqYMCgrizp07ef/+fb1pk+SZM2cIgEeOHCFJzpo1i02aNDHou+W0rxzd+zPZ6fLly2lpacno6Gju3r2b58+fJ0lOnjyZlpaWXLt2LfPy8rhs2TIqlUquXLmSZNU4y97enlFRUczMzGRqaiqjoqLo4OAgjbPk9EM1+/C6jJfIqrELAE6ZMoU5OTncvXs3Q0JCCECy8ZrIGU8KHp8/1QQkNDRU415MTAyDg4NJVjnNrKws3rhxQwovKSkhAG7atIlk1YAYAE+fPi3FuXz5MhUKhcEJSF5enmR8alq3bq3RcdRk8eLFWoOYhw8f0tramh988AHJqo7NzMyMN2/elOLMnDmTdnZ2LC4ulu5dunSJJiYmXL9+PUly7NixbNasmUZ+TZs25YQJE6S81YZ748YN1qtXTxrkqYmNjaWVlRUfPnxI0vgEZOnSpbSwsGBZWZkUfvXqVaakpOitg7Fjx2p00iT5008/EQAPHjwo3ausrKSvry9HjRol3Zs+fTqbNWvG4uJiNmrUiLNnz5bC5NRtTefl7u4ulUVNu3bt2KlTJ41769evp0KhYGFhIUmyWbNmHDhwoEac0aNHa3XeBw4cIABmZ2frrQ9jerRv3z4CkCZiJJmRkcEBAwawsLDQaLi6k8rIyNDIIyIigl27diUpfwICgMnJyVL4pUuXCIA//vgjSXLPnj0EwIKCAp1lvXDhgkY+GzduZHh4OHv06CF1VHl5eQTAU6dOkfx9AqIvfWM+QBe//vors7KyNO5NmTJFSy+rU9cJyNSpUwmAL7/8st606yKfMR28fPkyAXDJkiVS+KNHj9i8eXMNOetqA87OzlqDwaNHj/Lq1auywuUgx8e6u7tLeqzmjTfeYNu2bUlSdj3UpH379uzfv7/GvRkzZvDLL78kWeWnLSwsNPqWlStXEgBv375NUl47GpP/6tWrNDEx0ZC/pKSE9evXNzgBMWarAQEBWvoTHR2tdwJCatuf3H6kJrdv32Z6err0IoIkd+7cSQC8du2azmdqOwEhyR9++IGNGjUiACqVSkZERHDu3Lk6B4szZsygr6+vdJ2fn08ATEhI0Jkfabx95ejen81O1bq1a9cu6d7t27epVCoZFxenEXfUqFH08fGR5Ko5zrp48SIBPNYEpK7jpdGjR9PV1ZUVFRVSHPVYUN8ERM54UvD4/KmWYLVv317j2tnZGXfu3AEAmJmZoaysDBMmTECLFi3QsGFDNGvWDADw22+/AQCys7NhZWUlfc4Gqjb1ubu7G8zX2toa//rXvxAUFAQ3Nze4urri5MmTUrqGaN26tfR/pVIJHx8f5OfnS/d8fX011q2mpKQgNDQU9evXl+55enqiadOmyMzMBFB1ekdeXp70GTEjIwPnz5/H0KFDtfI/ceIEKioq0K5dO437bdq0wb1795CXl2e0DAAQFRUFhUKBjh07YsWKFbhw4QJcXFwQGhqq95lr167Bzc1N415KSgrMzc3RqVMn6Z6JiQk6dOgglQ8APvzwQygUCoSFhcHW1haxsbFa6Rur25qEh4dL/3/06BHS09PRvXt3jTidO3cGSZw4cQJlZWXIz8/XKmNYWJhW2g0bNgRQtURKH8b0KD09HSqVSuNElFatWmHz5s3w8PAwGn7s2DFYWFggKChII982bdpo1K1cWrZsKf3f3t4eAFBcXCzr2UaNGsHb2xuHDx8GACQkJCAyMhLh4eFISkoCACQmJqJhw4a1WudryAfowtHREXv27EG7du3g6ekJV1dXfP3117Jst7asW7cO8+bNww8//IAvv/xS1jPG5JOjg2fOnAEAjTgKhUKnbdbWBgDg5Zdfxvz58zF16lQcOHAAZWVlCAsLk5bTGQuXg1wfW10ngSq9VOtkbeqhOseOHUPbtm017n3yySeYNGmSdO3r6wsHBwfp2tnZGQAk3ZOrZ4bkz8vLw6NHjxARESGF29jYoGvXrgblr5ludVslidzcXI00AeBvf/ub0TSrU9d+xNbWFgUFBejZsyeaNm0KV1dXaa/Xk7TBXr164fz580hKSsLf//53AEBcXBy8vb2xefNmKV5lZSXWr1+PmJgYVFRUoKKiAo0aNUJERITGEt6aGGtfObr3Z7XT6rJkZmairKxMpyz5+fm4e/cuzpw5A6VSqTHO8vLyMjrOkkNdxkvZ2dkICQmBqampFEdXH14dOeNJwePzp5qAWFlZaVwrFAqQBFDlvKOiolBaWor169fj+PHjOHbsmEb8O3fuwMLCQitda2trvXmWl5fjxRdfxP79+7Fw4UKkpqYiMzMTwcHBRuVVKBSwtLTUKkP14zprrhEvKSnBgQMHoFKpNP7OnTsnDW47dOiAhg0b4vvvvwdQtc61cePGGo6ienpAVUdQHRsbGwAwOHirjq+vL44cOQJvb2/MnDkTTZo0Qbt27ZCamqr3mZKSEp3le/jwISwsLDTKt3r1ao3Bu0qlwvDhw5Gbm4vhw4dDqVRqpCOnbmtSXZb79++joqICcXFxGnJ4e3sDqJpI3Lt3DyS1dEaXvqgdoL785ehRcXGxlo5Xx1h4SUkJrK2tNfbbAFVtLbedq6PLVtT2JoeuXbtKa9UTEhLQsWNHREREaExAunXrViuZDPkAXUycOBFz587FhAkTkJiYiMzMTIwePdpgHuqOSt/RuRUVFTAzM9O6n5CQgPfeew/vvfcepk+fLpXTEMbkk6OD6raVo6e1tQGgap/BvHnzpPZycnLCzJkzpbX/xsKNURsfa0gna1MP1evg4cOHBu0K0K131fOWq2eG5L958yaA332zmuoTH33oS7ekpATl5eV1SrM6de1HNm3ahIEDByIsLAx79uxBZmYmvv76a4N5qU+MM2R/ALRs0MTEBJGRkfjwww+RnJyMc+fOwd/fH2+99Za0P2Tfvn24cuUKPvjgA5iZmUl/hw8fxubNmzX2VFTHWPvK0b0/q51Wl0WtB126dNGQZeTIkQCAq1ev4s6dO1r6BmjrdV2oy3hJ17jPkE8A5I0nBY/PX+YUrE2bNqGiogLx8fHSb4pcunRJI46VlZVkQNUxNGhNSUlBVlYWEhMT0aFDB+l+UVERmjRpYlAmkrh3755G51VSUiJt8NOFnZ0dIiMjdTpptQGbmJhg4MCB2LZtGz744ANs3boVQ4YM0ZueOt/qqK/V4TUHrQC0nHHLli2xfv16VFZWIjk5GbGxsejVqxcuX76s86QfW1tbrc2ydnZ2UKlUyMjI0Ipf/Q3FlStX8Nlnn6Fnz56YP38+hg8fDldXVym8LnVbHUtLS5iZmWHSpEl48803tcJdXFykCU7NMujSF/W96m9iqiNHj5ycnHDnzh2Q1NkexsLt7Ox0hlefCOp6DtBu6ydBdHQ0Jk2ahKKiIpw9exYREREwNzdHYWEhrly5gsTERHz44YdPPF81lZWVWLVqFWbNmoWYmBjpfs32rImTkxMA4L///a/O8PPnz2t92QN+/wr24Ycf4pdffsGgQYNw/Phx6X5d5JOjg2obkKOn1ZFjAwCkOJMmTcK1a9ewbt06xMbGwtnZGVOmTDEabozH8bHVqUs9WFpawtLSUme/IJe66llN1P3W/fv3Ne4/zhtXtV9+3DTl9iM1WbFiBaKiojB37lzpnjFfY2JiAgcHB4P2Z2VlJeV5584d3L9/X+tNfuPGjTFlyhQMHz4cFy5cQPPmzbFmzRpERERofaF8+PAhunTpgu3bt2v1pXLaV47u/dntFPi9ndevX4/AwECtcE9PT1hZWek85KP61/Mn1Q/JGS9ZWVnVus7ljCcFj8+f6guIIUpLS2FlZaXxg4bq03/Ub5h8fX1RVlaG7OxsKc7Jkyc1TiHRlS6g+cboyJEjKCgokPU2OCEhQfr/3bt3kZOTY/D3MEJDQ5GXlwdvb2/4+flJfyYmJhoDmcGDByMjIwMHDhxATk6OzuVXABAUFIR69epJS2Gql8HOzk76rGhra6tllFlZWdL/U1JScOTIEQBVE4VOnTph7ty5uHHjht76c3Fx0VqSFBoaitLSUlRWVmqUT32yiJpx48YhODgYu3btgp+fH8aOHauVfm3rtjomJiYICQnBhQsXNORo2rQplEol7O3tYW5ujsaNG2stX9q/f79WeupyVp8kVUeOHgUHB6OsrEzjhLPs7Gy0adMGp0+fNhrepk0blJaW4vjx4xp5HzlyRFpion6DWb2tr1+/bnDpmCEM2UBUVBSuXr2KNWvW4IUXXoC9vT0sLS3RqlUrxMfHo6CgwOjyktp8calJZWUlKioqNOr8zp072Llzp8F0AwIC4OHhgaVLl2rF2717NzIyMtCnTx+9z5uamiI+Ph4kMXDgQJSXl9dZPjk66OvrCwAaccrLy6WT5fQhxwZu376N7777TiqD+jSc8PBwnDx50mi4HB7Xxz5uPQQHB2v4EgCYPHmyxhIsQ9RVz2qi9sXVvyrfuXPnsU7eUalU8PT01PpSvW3bNlnPq+WX24/UpLS0VOtry3fffaeRti5eeukl/Oc//9E6pevKlStYtWoVXnnlFele+/bt8eqrr+r8YnLmzBmYmJjAyclJ+u2PmJgYtGnTRuMvIiICXbt21bkMS077ytG9P7udAlV6YG5ujuvXr2vI4uDgACcnJ+l00dLSUmnJGQDk5ubi2rVr0vWT6ofkjJd8fX2RlZWloR+6+vDqyBlPCh6fv8wEJCwsDEVFRdJSnqVLlyI1NRXOzs44ceIESkpK0Lt3b9jY2GDChAlIS0tDcnIyxo0bZ3ANpPoouUWLFuHXX3/Fvn37MGHCBHTv3h05OTkGjwCtV68ePv74YyQnJyM3Nxfjxo0DAAwbNkzvM2PGjMHdu3fx+uuvIzMzE3l5efjoo48QEBCg0YmEh4fDy8sLU6dORWBgoN5fUm3QoAHeeOMNzJ8/Hzt27MClS5ewbt06LFmyBJMnT5aOuQsJCcH27dtx8+ZNlJWVYf78+dKSAAD46aef0KdPH2zduhXnz59HZmYmFi1ahMaNG8PLy0tn3pGRkTh79qxGOl27dkVwcNaB2OUAACAASURBVDBiYmKQkJCACxcuID4+HsHBwViyZAmAqrcPe/bswbJly2BiYoJ///vf+OGHH7Bp06bHqtuaTJ8+Hd9//z0+/vhj5ObmIjMzE8OHD0dERIT0uXzIkCHYsWMHVqxYgVOnTmHhwoU6v94cPnwYDg4OaNGihc685OhRdHQ0AgMDMWrUKOzbtw/Jycl466238ODBA/j6+hoN79GjB/z9/TF69GikpaXh/PnzeP/995Geni694fLy8oKjoyPWrVuHiooK3Lp1CxMnTtRYVysH9TrzH3/8UWNCXx0HBwe0atUKixcv1nizHRkZicWLFyMwMFDvhE1O+sZQKpVo1aoV1q5di/PnzyMrKwu9e/dGz5498dtvvyEnJ0fn8gOFQoHFixfjl19+QVRUFL799lts27YNM2bMwIABA9C+fXtpyYE+XF1dER8fjyNHjmDq1KmPJZ8xHWzUqBHCw8Mxf/587Nu3D5mZmXjrrbe0li3qwpgNmJiYYPz48XjrrbeQmZmJgoICxMfH49ixY+jUqZPRcABIS0tDu3btkJaWplOGx/Gx1alrPbz77rvYt28f4uLikJ6ejsWLF+Orr77S2u+gj7rqWU2aNm2K1q1b45///CeOHDmCs2fPan35rQsDBw7E5s2bsWnTJpw/fx5z5szR+3VBTU37k9uP1CQsLAz79+9HSkoKLl68iLFjx0pfD9PT0/W+8f7www9hamqK8PBwLFmyBLt27cLChQsRGhoKpVKJefPmSXHnzZuH5ORkdOvWDRs3bsThw4exZ88eTJo0CR9//DHGjh0Le3t7xMfHo7y8HP369dOZ56BBg7B//36tQbCc9nV3dzeqe8+7ncrB1tYWb731FuLi4rBp0yYUFBTg0KFD6Natm7S3Rz3OGjduHFJTU5GQkIARI0ZIX5aBJ9cPyRkvDRkyBNeuXcOUKVNw8uRJfP/990Z/fFLOeFLwBPjDt7nLQO4pWLGxsRr3pk6dSm9vb+l6+vTpdHR0pJ2dHYcMGcJbt24xLi6OKpWK48aNI0n+/PPPDAgIoJmZGZs1a8YtW7YwIiLC4IlW8fHxbNy4MS0sLNihQwdmZWVxz549tLW11Xu6yuLFi1mvXj0ePnyYrVu3plKpZJMmTfjDDz9IcYYNG8aIiAitZ9PT0xkdHU1LS0va2tqyffv23L17t1Y89ak78+fP18q7+ukRDx8+5NSpU+nm5sZ69eqxSZMmnDdvnsaxg3l5eYyMjKSVlRU9PDw4Z84czpw5UzphqLy8nO+//z4bN25MpVJJJycn9unTx+CpT9evX6dSqeS6des07l+7do3Dhw+ng4MDVSoVW7Rowc8//5xk1Wkrzs7OnDVrlsYz06ZNo5OTE4uKimTVra5TsGrqD0lu2LCBLVu21ChT9SNUS0tLOWrUKNra2tLa2pqDBw/mli1btE5xCQ8P5/Dhw/XWBSlPjy5evMg+ffrQxsaG9vb27Nu3Ly9cuCClYSy8sLCQAwYMoJ2dHZVKJVu3bs3t27dryLF79242b96cVlZW9PPz4/fff8/w8HDpOE316SfVT665c+cOAfDbb78lSVZUVLBHjx5UKpXs0qWL3jJPnz5d6+SQrVu3EoDW8Z3VT8HSlb4cH1CTzMxMhoSEUKVS0c/Pj1u2bGFhYSGbNm1KGxsbvad4keShQ4fYo0cPurm5UalUsnnz5pw9e7bWMZ/Vj+GtyYcffkgA0oksdZFPjg4WFBQwOjqa5ubmdHZ25uzZsxkbG6t1ClNdbCAlJYVRUVG0s7OT7PWzzz6THa4+VezAgQN661qObchpfzn1oItly5bRx8eH5ubmbN68OZcuXSqF6fLTu3btIgDpBCI57ShH/pycHEZGRtLc3JxNmjThypUrOWbMGOlUJH2nYBmy1bt373Lo0KG0srKio6MjJ02axG+//ZYAdB6hTeq2Pzn9SE1u3rzJPn360Nramg0bNuScOXNYWVnJbt260dzcnBs2bND7bEFBAV977TV6e3tTqVTSzc2NI0eO5KVLl7TiJiUlsV+/fvT09KSZmRmtra0ZGhrKpUuXsrKykiQZFhZm0FcVFxfTzMxM6zRIUl77ytG959lOa6JLt8iqscAHH3xALy8vmpmZ0dPTk+PHj5dOhCOrbN7f319jnPXCCy9onDZqrB/SdQpWXcdLX3zxBd3c3Ghubs7w8HBmZGQYPdFKznhS8HgoSPE96Y/gq6++wuTJk2VvxPyrMn78eCQnJyMzM1Pvus/a8rzVbVJSEjp16oSsrCy9X6IEgv9lBgwYgLi4OJ3rxgW/c//+fZSVlWnsJYuOjkaDBg00TnOqDeXl5bh165bGG+i5c+di0aJFf5pfOxf8+XnhhRfQuXNnfPXVV89aFMFzwl9mCZbg+WTWrFm4cuWK0V+a/bNSUVGBGTNm4M033xSTD4FAB9evX0d2dnatjlv+X6V3796IiIhAcnIy8vLy8MUXX+D//u//8Prrr9c5zfnz56Np06bYvHkzzp8/j+3bt2PRokWPlaZAIBA8Ln+ZU7AEzycNGzbEhg0bMGDAAISFhUkb8f4qzJo1C6WlpVi8ePGzFkUgeC5xdnau8z6e/zXi4+Px7rvvol+/frh37x58fHywZs0a9OrVq85pvv/++ygtLcW0adNw7do1eHh4YPTo0Zg9e/YTlFwgEAhqh1iCJRAIBAKBQCAQCJ4aYgmWQCAQCAQCgUAgeGqICYhAIBAIBAKBQCB4aogJiEAgEAgEAoFAIHhqiAmIQCAQCAQCgUAgeGqICYhAIBAIBAKBQCB4aogJiEAgEAgEAoFAIHhqiAnIM2TAgAHo2rWrrLinTp2CQqFAcnLyHyzVs+PPXsYbN25AoVBgy5YteuNERkbipZdeeopSPRsmTJjwxH+Y8XnVjxdeeAETJkx41mLIZvDgwVAoFFi+fPkflsdXX32FevUe72emKioqoFAo8PHHH0v3+vbtC4VCIf1ZWlrC398fU6ZMQWFh4eOK/VSoqceVlZUYNGgQrK2t0a9fvz9Ez6v3NU8i/f3796Np06YwNzfHsWPHnpSYOomJiUFkZOQfmocaOT78j6A2YwGB4K+CmIA8IZYsWWL0l2UHDhyINWvWSNdvv/02Jk+e/EeLZlCG5wl3d3csW7YMPj4+TyzN06dPo3Hjxk8svb86z7N+CB6fW7duYefOnWjZsiXWrl37rMWpE97e3jh48CAOHjyIzZs3Y9iwYdi2bRsCAwORlJT0rMUzSk0/l5iYiM2bN2PhwoVYuHDhH+IHnzQfffQRGjRogKNHj8LPz++Jpi18kOCPRujY84GYgDwh5LwFqhmnW7du6N279x8lkiwZnifs7e0xZswYuLq6PrE0n+fyPo+I+vprEx8fD0tLS3z++ef45ZdfkJ+f/6xFqjXW1tbo3LkzOnfujF69eiE2NhYnT55EYGAg+vfvjzt37jxrEQ1S08/99ttvAID+/fujSZMmf4gffNL89ttvaNeuHYKDg2FlZfVE0xY+SPBHI3Ts+eC5mIAkJSWhY8eOqF+/PmxsbBAZGYnExEQp3NraGp999pnGM6NGjUKbNm2kazs7O3zyyScYOXIknJ2dYWlpib59++LGjRsAgIyMDCgUCuzYsQNdunSBnZ0dHB0dMW3aNDx69EhK5/Llyxg8eDAaNGgAc3NzBAYGYv369VL4kiVL4OLigp07d8LFxQXTp09H586dsXr1aqxduxYKhQKZmZlaZVQoFCgoKMDIkSNRv359ANqfXX/99VcMGTIE9evXh4ODAwYNGoTLly/rrbd58+bBxsZGMqaioiK89tpr8PLygqWlJdq1a4dDhw4ZlKGulJeXY9q0afDy8oJKpYKnpyemTJmCsrIyKc7hw4fRsWNHWFpawtraGlFRUUhLS9ObZs2lAYMHD8agQYOwevVq+Pr6wsbGBiEhITh69Kj0TGFhIQYNGgQXFxdYWFjA399fWloyZ84cjBgxAhcvXoRCocCXX34JADh+/DhefPFFODo6wtbWFv369cPFixc1ZImPj0fr1q1hY2MDR0dHvPLKKzh37pxGnK+//hpeXl6wsLBAREQETp8+/Vh1qsaQHpw+fRoKhQK7du1CQEAAQkNDAVQtV5kzZw78/PxgYWGB5s2bY9myZRrpXr9+Ha+99hrc3d2lOIsWLZLC9enHxo0b0bZtW1hbW8PV1RXvvvsuHjx4IIVfuXIFPXv2hIWFBVxdXTFnzhxZ5ZRTx7q4du0aXn75ZVhZWcHR0REzZsyQbFhf/RgrOwC4uLhg0aJFmDZtGjw8PGBnZ4eXX34ZV69eleIcPnwYrVq1grm5OXx9fbF161aj8srRY2Pt5+bmhrlz50rXV69ehUKhwODBgzXyatiwIRYsWKBXljVr1mDQoEGIiopCo0aN8O2332qEy/GTcn1pdeTo5+NgbW2N5cuXo6ioyOCXHWN9jbF+BDDuZwHDNlzdz82aNQsDBgwAADg5OeGll17SuURq7dq1CAgIkHzc6tWrpbDKykrMnj0bPj4+sLCwgIeHB8aPH4979+4ZrbcPPvgAdnZ2GvYMAP/6179gYWGBW7duadxXL4s7deoUlixZAoVCIenxN998A39/f5ibm8PBwQHDhg3DtWvXpGednJzw5ZdfomfPnlCpVLh9+7aWPPp8UL169bBt2zb4+vpK/XJ6errGs8b8lC7k+HBD/UVsbCzs7Ow0+j0A+PTTT6FSqVBSUlIn2YyNQ+TaoLG+Ttd4RhdydcyQnsoJN6ZDcsaCxvz4kxwHCR4TPmPu3r1LW1tbvv3228zOzubp06c5duxYWlpa8rfffiNJWllZccGCBRrPvfnmmwwJCZGuHRwc2KBBA65Zs4aVlZU8e/YsPT09OWzYMJLkyZMnCYDNmzdnSkoKKysruXPnTtarV48rVqwgST58+JB+fn4MCgpiQkICc3NzGRcXRwDcsWMHSXL58uW0tLRkdHQ0d+/ezfPnz/PWrVsMCQnhq6++yqKiIlZUVGiV8/LlywTAxYsX8+bNmyTJ/v37Mzo6miRZXl7OVq1asW3btjxw4AATExPZpk0bBgYGsrKyUpI/KSmJJLl582aamZlx9+7dJMnKykqGhITQx8eHBw4cYHZ2NidMmECVSsWTJ0/qlaGuzJ07l87Ozty7dy/PnTvHH3/8kW5ubnzvvfdIkjk5OVSpVHz11Vd54sQJnjhxgq+88gptbGxYWFioM82aZRw2bBgbNmzIt99+m3fv3uX9+/fZvXt3tmjRQnomOjqaERERTE1NZX5+PpcuXUpTU1Pu3buX9+7d4zvvvENPT08WFRXxwYMHvHTpEm1tbdmjRw9mZWUxLS2NHTt2pI+PD0tLS0mSqampVCgUjI2N5ZkzZ5iamsouXbowKChIyjcxMZEAOGXKFObk5HD37t0MCQkhAG7evFlvvUVERPDFF1/UG25MD3JzcwmArVu35qpVq5iVlUWSnDx5Mi0tLbl27Vrm5eVx2bJlVCqVXLlypZR2r1696O3tzYSEBObk5PCbb76hqakpt23bRlK3fmzfvp0AOHPmTObl5XH37t308PBgTEyMRht4enpKejd+/Hi6uroyICBAbznl1HFNqtvw4sWLefz4cf7zn/8kAC5ZsoQk9daPsbKTpLu7O93d3blq1SqWl5ezsLCQDRs25NixY0mSt27dYoMGDRgVFcUTJ04wLS2N0dHRbNCgAcePH69Xbjl6bKz9YmJiNPRm48aN9PT0ZMOGDaV7OTk5BMCMjAydcpw5c4YAeOTIEZLkrFmz2KRJEz569EhnHevzk3LiLF68mKamprLLp4vy8nIC4Pz586V7ffr0MagjzZs354ABA3SGyelrjPUjcvxsbXz5vXv3uGrVKgJgTk4Ob9++reUHt2zZQlNTU3766adMT0/n559/ToVCIfmZBQsWUKlUcuPGjczNzeW+ffvo7u7OSZMmSWWv3tdUT7+goIAKhYIbN27UqKvIyEi++uqrOuuxqKiIfn5+fPPNN1lUVMTy8nKuW7eOCoWC8+bNY05ODg8dOkQ/Pz+GhIRI+uXm5sYWLVpwxowZ/OWXX1heXq6Vti4fNGzYMDZp0oTdu3dnUlISk5KS2LJlSw37keOnaiLHhxvrL7KysghA6ofVtG3blv369ZMtW/X2kTMOkWODcvo6XeMZXcjRMWN6aixcjg7JGQsa8+NPchwkeDye+QQkOztbw9mSVQ780KFDvHfvHkn5ExC1Aav55z//SZVKxbt370oGO3fuXI043bp1Y4cOHUj+7ihqduARERHs2rUrSXLFihUEwF27dmnECQsL44gRI/SW88GDBwTA1atXS/eqO519+/YRgNSJkWRGRgYHDBjAwsJCjU7j6NGjtLCw4DfffCPF/emnnwiABw8elO5VVlbS19eXo0aN0itDXRk0aJBWfZ85c4Y5OTkkqwYcjo6OLCsrk8Lv3LlDlUrFjz76SGeauiYgtra2vH//vhRn3bp1BCDphrOzs1abHj16lFevXiVJ/v3vf2ejRo2ksJkzZ9LOzo7FxcXSvUuXLtHExITr168nSd6+fZvp6ekaHeTOnTsJgNeuXSNJjh49mq6urhqTze++++6xJyDG9CAvL48AOHXqVCn89u3bVCqVjIuL00hr1KhR9PHxka7z8vK0OpjWrVtLjlmXfrRr146dOnXSeGb9+vVUKBQsLCyUnLl6AkCSjx49YvPmzQ1OQOTUcU3U+jF9+nSN++Hh4Wzfvr1Uxpr1I6fsZFXHpbZzNW+88Qbbtm1L8vf2PX36tBR++fJlKhQKoxMQQ3osp/3WrFlDW1tbVlZWkiTHjBnDv//977S2tmZ+fj7JKt/k5OSkMaGozowZM+jr6ytd5+fnEwATEhKke3L8pJw41ScgcvWzJnWZgHTt2pWRkZE6w+T0Ncb6ETl+tja+nKx6mQSARUVFJLX9YPv27dm/f38NmWbMmMEvv/ySJPnrr79KE201U6ZM0Rig65uAqOusV69eUtxff/2VJiYm3Lt3r856JMmAgAANnW/VqhX79OmjEWf//v0EwOTkZJJV9lW9z9aFLh80bNgwWlhY8MaNG9K9lStXEgBv375N0rif0oUcHy6nv2jRogVHjx4thV+8eJEAuGXLFtmyVW8fOeMQOTYoR3Z945mayNExY3pqLFyODsmdgBjy409yHCR4PJ75EqzmzZvD19cXw4YNw8cff4zjx4/D1NQUnTp1gqWlZa3Sat26tcZ1QEAASktL8d///tdgHPU66GPHjsHCwgJBQUEacdq0aaO1rCo8PLxWshkjPT0dKpVK4+SgVq1aYfPmzfDw8JDuXbx4EX369MHUqVPxxhtvSPdTUlJgbm6OTp06SfdMTEzQoUMHnUvC9HH37l3cunVL+tO3pOLll1/GgQMH8Oqrr2LLli0oLi6Gn58fmjdvDqCqLkNCQmBmZiY9Y21tDV9f31rJo/7kq8be3h4AUFxcLMkxf/58TJ06FQcOHEBZWRnCwsLg4uKiM72UlBSEhoZqfHr19PRE06ZNJblsbW1RUFCAnj17omnTpnB1dcWIESMA/L5eOzs7GyEhITA1NZXSCQsLk10ufcjVg+r6l5mZibKyMnTv3l0jrc6dOyM/Px93794FUFX///rXvxAUFAQ3Nze4urri5MmTUplq8ujRI6Snp+tMlyROnDiBM2fOAIC01Amo+sRd/VoXcupYHx06dNC4Dg8Px9mzZ7XuVUdu2Vu2bKlxbW9vL+ladnY2rKys4O/vL4W7u7vD3d3doLyAYT2W037R0dEoKSnByZMnAQAJCQno2LEjQkNDpY3XiYmJ6Nq1KxQKhVb+lZWVWL9+PWJiYlBRUYGKigo0atQIERERWLdunVZ8Q36yNnEA+fr5JKioqNB7+pbcvsZQPyLHz8q1YbkcO3YMbdu21bj3ySefYNKkSQAAR0dH7NmzB+3atYOnpydcXV3x9ddfG7UjNaNGjcLevXtx/fp1AMDWrVvh5uYm+1Sm8vJyZGVloV27dhr31ctiqvv7uvabvr6+cHBwkK6dnZ0BAHfu3JHlp3Qhx4fL6S8GDx6MHTt2SH3l1q1bYWtri169etVJttqMQwzZoBzZ1RhrFzk6ZkxPDYXXRofkYMiPC54fnvkExNTUFElJSRg0aBBWrFiBkJAQNG7cWGttshysra01rtWb46qvY9UVRx1eUlICa2trrQ7cxsZGa2OjnZ1dreUzRHFxsazNfOPGjUNRURF+/fVXjfslJSV4+PAhLCwsoFKppL/Vq1drxTVE165dYW9vL/1dunRJZ7yYmBjs2LEDxcXFGD58OJydnTFgwACpEyspKYGtra3Wc7rq0hDVB23VIQkAWLZsGebNm4fExER069YNTk5OmDlzJioqKnQ+V1JSggMHDmjUkUqlwrlz56R62rRpEwYOHIiwsDDs2bMHmZmZ+PrrrzXSuXPnjpZsNXWrLsjVg+r6p15n3KVLF40yjRw5EkDVfoHy8nK8+OKL2L9/PxYuXIjU1FRkZmYiODhYbx73799HRUUF4uLiNNL19vYGULXOXd2Wta0LOXUsp+xAlQ3XXItcPU5tyq5L39S6pqvNAXntbkiP5bSfh4cHfH19kZycjOvXryM3NxcRERGIiIjQmIB069ZNZz779u3DlStX8MEHH8DMzEz6O3z4MDZv3qy1Ht2Qn6xNHECefj4pcnNz4eXlpTNMbl9jqB+R42fl2rAc7t+/j4cPHxpMb+LEiZg7dy4mTJiAxMREZGZmYvTo0bLz+Nvf/ob69esjPj4eALBlyxa89tprMDGRNzy4d+8eHj16pOXvbWxsAEDD39e136xZfnUfTVKWn9KFHB8up78YPHgwrl+/jsOHDwOoqr9+/fpBpVLVSbbajEOMjWeMya7GWLsY0zFjemosvDY6JAdDflzw/PB4B7U/IZycnLBgwQIsWLAA2dnZWLhwIV577TX4+/sjJCRE5xs9XRu4aiqpuuOzt7fHw4cP9cZRv420s7PDnTt3QFIjz5KSkic+4aiJk5OTzrxrMmzYMHTt2hX9+/dH79690bdvX0l2lUqFjIwMrWeqv+ExxvLly6V6A6o2terjlVdewSuvvIJ79+7hxx9/xOTJkzFq1Cjs3LkTdnZ2GumoKSkpgZubm2x5jGFmZoZJkyZh0qRJuHbtGtatW4fY2Fg4OztjypQpWvHt7OwQGRmpc7CrdnYrVqxAVFSUxqbfmvpmZWWltYlS1+CrtsjVg+qodXP9+vUIDAzUCvf09ERKSgqysrKQmJio8QWhqKgITZo00ZmupaWlVL9vvvmmVriLi4t0qEBt60JOHeuj5mTj7t27BicBdSm7LqysrHTq9OO2u5z2A4Do6GgcPnwYzs7OCAwMlHR54sSJKCwsxMWLF/W+tV6zZg0iIiKkgxjUPHz4EF26dMH27dsxZMgQ6b4hP1mbOLUp3+OSnJyMK1euaL1tro6xvgYw3I/I8bN1sWF9WFpawtLSUqfeAVVftlatWoVZs2YhJiZGuq9rg7c+lEolYmJi8J///AdDhgxBUlJSrX4jxsrKCqamployqq//6L5Tjp/ShRwfLqe/8PPzQ8uWLbFt2zZ4e3vjyJEjiIuLq7NstRmHGBvPGJNdDnJ0zJieGguXq0Nyx4KCPwfP/AtIQUEBduzYIV37+/vj3//+N0xNTXHq1CkAVcs1ajqGrKwsrbQSEhI0rtPT02FlZaXRwemKoz7HvE2bNigtLcXx48c14hw5ckTr06Eu5Myw9cUJDg5GWVmZxsk42dnZaNOmjcbJHEOHDkW/fv0wcuRIjB49WnqTERoaitLSUlRWVsLPz0/6U59YIVfOli1bIjIyUvozNzfXGW/Hjh24cOECgCrnMWjQIIwePVpaItKmTRukp6drnA5y69YtnD17VlZdyuH27dv47rvvUF5eDgDSKR7h4eGSHIBmeUNDQ5GXlwdvb2+NejIxMZEmW6WlpRqf+wHgu+++00jL19cXWVlZGkvU9u/f/9hlkqsH1QkKCoK5uTmuX7+uUSYHBwc4OTnB3NwcpaWlAKBRriNHjqCgoEBLH9TXJiYmCAkJwYULFzTSbdq0KZRKJezt7eHr6wtA8xN5eXm51qlANZFTx/qo+QNqaWlpCAgIMJgXIK/shvD19UVZWRmys7OleydPnnzsN/hy2g+o+jp5+PBhafkVULV04ty5c9i0aRP8/Px0DubVv/0RExODNm3aaPxFRESga9euWsuwDPnJ2sSpTfkeh+LiYowdOxaNGzfGwIEDdcaR09foK5e6H5HjZ+tiw4YIDg7Wkmny5MmYNGkSKisrUVFRoaHbd+7cwc6dO2ul26NGjcKRI0fwxRdfoF27dmjWrJnsZ83MzBAUFCR9AVBz5MgRAKiTv6+N7HL8lC7k+HA5/QVQ9RXkxx9/xM6dO+Hs7Izo6Og6y1abcYghG5QruzHk6pghPTUWLleH5I4F5SC+iDwHPK3NJvo4dOgQTU1N+dlnn/Hs2bPMycnh7NmzaWZmJm1ofvnllxkQEMAbN27w4cOHnDdvHhs2bKi1Cd3d3Z1xcXE8d+4cf/jhB9rZ2fHNN98k+fumLV9fX8bHx/P8+fP8/PPPCYDffvstyaoNif7+/gwODmZqairPnTvH9957jwqFggcOHCD5+6atmid4vPTSSwwMDGRGRobGZrnqWFhYcMSIEczIyGBZWZnGxrNHjx4xMDCQ/v7+3Lt3L5OSkhgREUF/f3+Wl5drbRwsKSlhkyZN+NJLL/HRo0esqKhgcHAwW7VqxUOHDrGgoIAbNmygvb29xqatmjLUlc6dOzM0NJQJCQk8f/48Dx48SD8/P2kjfn5+Pi0sLBgTE8OcnBxmZWWxR48edHR05PXr13WmqWsTekREhEacXbt2EQALCwtZUlJCOzs7vv7668zIyOD58+e5YcMGWllZSRvMPv74YyqVSiYmJvLChQu8cOECbWxsOHToUGZkwmONQQAAIABJREFUZDA3N5dz585lvXr1pNOBpkyZwvr16/Po0aO8cOECx4wZw9dff50AuG7dOt6/f5979+4lAE6aNIlZWVncunUr27Rp89ib0I3pgXqT9f79+zWemzhxIh0cHLhx40apPYKCgqTNpdevX6dKpeLbb7/NK1eucO/evWzdujW7d+/OoKAgaeN3Tf3YunUrTUxMOH/+fObk5DAjI4ODBg2iq6srS0pKSFZtAvfw8ODevXuZkZHB119/nV5eXgY3ocupY3364efnx40bN/LChQtcunQpFQqFdPKLrvqRW3Z3d3fGxsZq5Dl16lR6e3uTJG/cuEEbGxt26dKFqampTEpKYmRkJF1cXIxuQjekx3LajySLi4tpampKT09PDR0LDg5mo0aNOHHiRJ35q0+G07e5f/Xq1TQ1NeWVK1dk+Uk5cWqegiWnfDXRtwnd29ubBw8e5MGDB7l3714uWLCAnp6etLe3Z2pqqt705PQ1xvoROX62tr7c2Cb0LVu2EABnz57NtLQ0Llq0iKamptywYQPJqsMUQkNDee7cOZ44cYIdO3bk8OHDWa9ePZ49e5bl5eUGN6GradeuncYpSoaouQl9w4YNVCgUXLhwIS9cuMD/+7//o4+Pj8bma132pYuaPkiO/cjxUzWR48Pl9Bfk7wc6BAUFadmhHNlqnohpbBwixwblyK5vPFMTOTpmTE+NhcvRITljQWN+nNTWsSNHjjAsLIwnTpwwWA+CJ8szn4CQVSfCBAUF0dLSkra2tgwPD+cPP/wghefl5TEyMpJWVlb08PDgnDlzOHPmTAYHB0txHBwcGBcXx3feeYcODg60tLTk4MGDpYGM2mD/85//sFevXrS0tKSDg4PWiUyFhYUcMGAA7ezsqFQq2bp1a27fvl0K12ewu3fvpoODA62srPjTTz/pLOc//vEPKd/i4mINp0NWnZ7Rp08f2tjY0N7enn379uWFCxc05K/eaSQlJdHExISLFi0iSV67do3Dhw+ng4MDVSoVW7Rowc8//9ygDHXl2rVrHDp0KJ2cnKhUKunl5cVx48bx1q1bUpzk5GRGRERQpVLR2tqaL730Ek+dOqU3zdpOQEgyJSWFUVFRtLOzk8r82WefSfEvXrxIPz8/KpVKzp49mySZnp7O6OhoSd/at2+vcYzizZs32adPH1pbW7Nhw4acM2cOKysr2a1bN5qbm0sO84svvqCbmxvNzc0ZHh7OjIwMAuCmTZv0ltHYBEQtsz490DcBKS8v5wcffEAvLy+amZnR09OT48ePl06JIcn4+Hg2btyYFhYW7NChA7Oysrhnzx7a2tpKkwVd+rFhwwa2bNmSSqWSTk5O7NOnD8+cOSOlW1BQwOjoaJqbm9PZ2ZmzZ89mbGysxgkpNZFbx9U5fvw4AfCnn35ijx49aGFhQUdHR77//vvSyU/66kdO2eV0XD///DMDAgJoZmbGZs2accuWLYyIiNA4TasmcvRYTvuRVcd7ApBOeSOrBveodkRnTcLCwtilSxe98hUXF9PMzIwLFiyQ5SflxKk5AZFbvurom4AAkP7UE7K33nqLFy9e1JuWGmN9jbF+hJTnZ2vjy41NQEhy2bJl9PHxobm5OZs3b86lS5dKYZmZmQwJCaFKpaKfnx+3bNnCwsJCNm3alDY2NiwoKJA1Afn0009pZWVlsE3U1JyAkFUnU/n5+dHMzIxOTk4cNWqURh8jdwJS0wfJsR/SuJ/ShRwfbqy/UKM+wrf6xESubDXHAsbGIXLHM8ZklzsBkaNjpGE9lRNuTIfkjAXl+PGaOrZnzx6dNiH4Y1GQf43vUI6Ojpg8eTJmzZqlM/zUqVMIDAxEUlISIiMjn7J0AoFA8Pwjx0/+lX2psX7krwpJhIeHIyQkBEuWLHnW4giM8Fe2QcH/Ds/FJnSBQCAQCARPlwcPHuDcuXNYtGgRzpw5g61btz5rkQQCwf8IYgIiEAgEAsH/IKdPn0ZYWBhatGiBXbt2yfpNG4FAIHgS/GWWYAkEAoFAIBAIBILnn2d+DK9AIBAIBAKBQCD430FMQAQCgUAgEAgEAsFTQ0xABAKBQCAQCAQCwVNDTEAEAoFAIBAIBALBU0NMQAQCgUAgEAgEAsFTQ0xABAKBQCAQCAQCwVNDTEAEAoFAIBAIBALBU0NMQAQCgUAgEAgEAsFTQ0xABAKBQCAQCAQCwVNDTEAEAoFAIBAIBALBU0NMQAQCgUAgEAgEAsFTQ0xABAKBQCAQCAQCwVNDTEAEAoFAIBAIBALBU0NMQAQCgUAgEAgEAsFTQ0xABAKBQCAQCAQCwVNDTEAEAoFAIBAIBALBU0NMQAQCgUAgEAgEAsFTQ0xABAKBQCAQCAQCwVNDTEAEAoFAIBAIBALBU0NMQAQCgUAgEAgEAsFTQ0xABAKBQCAQCAQCwVNDTEAEAoFAIBAIBALBU+O5mYAkJCSgd+/eaNiwIczMzODg4IC+ffsiJSVFinPq1CkoFAokJyc/Q0nrxp9Z9ucBDw8PzJo161mLIfHVV1+hXr16TzXP/zUdGjBgALp27frU8125ciUUCgUqKiqeet6Cvx4TJkzACy+8oDf8Wem5mkuXLmH8+PHw9vaGSqWCo6MjwsLCsGTJElRWVmrEdXR0xEcffaQ3rb59+6JVq1Y6w5KTk6FQKHDo0CHZsj0LP/tH87/mx582s2bNgkqlqtUzMTExiIyMNBintnb6JHRXTl/0rP3H4/BcTEAOHTqEbt26oUGDBli7di1SUlLwzTff4Nq1a4iKisLp06cBAO7u7li2bBl8fHyescRPh9OnT6Nx48bPLH9nZ2dcuHDhmeX/PNOlSxcsXbr0WYvxXDJw4ECsWbPmsdN5++23MXny5CcgkWGetZ39mRE+4vF5Wnqui6NHjyIoKAi7d+/G2LFjsXXrVixatAj+/v5455130L9/f5CU4i9cuBA9e/aUrkX7156a4xjhf/TzR+lXXfqop2GnS5Ysweuvv16rZ56l/3hcnotXC0uWLIG/vz/WrVsn3WvdujWio6MRHh6OpKQkBAQEwN7eHmPGjHmGkj5djh079szyvnTpEoqKip5Z/s87AQEBCAgIeNZiPJccO3YMvXr1eux0unXr9gSkMc6ztLM/M8JHPBmelp7XpLy8HK+++ioaNWqExMRE2NraSmFDhw5F586d8dZbb+HQoUPo0qULAGDEiBFSHNH+daPmOEb4H938kfpVlz7qadhpXXThWfmPJ8Fz8QWkrKwMZWVlWvdtbGxw6tQpyVhrfrocPHgwBg0ahNWrV8PX1xc2NjYICQnB0aNHNdJZu3YtAgICYGFhAX9/f6xevVojfOPGjWjbti2sra3h6uqKd999Fw8ePDAoc3x8PFq3bg0bGxs4OjrilVdewblz52SXubKyErNnz4aPjw8sLCzg4eGB8ePH4969ewCAOXPmYMSIEbh48SIUCgW+/PJLAEBRURFee+01eHl5wdLSEu3atdP4pL1kyRK4uLhg586dcHFxwfTp03XmX15ejmnTpsHLywsqlQqenp6YMmUKysrKcOjQITRq1AgA0KRJE/Tt2xcAkJ6ejm7dusHR0RHW1tYIDQ3Fzz//rJHu4cOHERwcDJVKhYCAAPz000+IjIzEuHHjpDjGyqAPU1NTfPjhh3B1dYVKpULPnj1x/fp12emePn0aCoUCu3btQkBAAEJDQwEAFRUVmDNnDvz8/GBhYYHmzZtj2bJlBmWp+XnVxcUFixYtwrRp0+Dh4QE7Ozu8/PLLuHr1KgAgIiICL730klY6PXv2RPv27QEADx8+xPTp0+Hp6QmlUolGjRohNjZW5+fX2NhY2NnZadnNp59+CpVKhZKSEgDGdbuwsBCDBg2Ci4uLZB/Lly83WPaVK1fihRdegKWlJRwdHdG/f39cvnwZAKBQKFBQUICRI0eifv360jPffPMN/P39YW5uDgcHBwwbNgzXrl2Twp2cnPDll1+iZ8+eUKlUuH37ttanZWN1DMjTv+roszMAyM3NRUREBFQqFdzc3LTemB0/fhwvvvgiHB0dYWtri379+uHixYsG606ODf36668YMmQI6tevDwcHBwwaNEiqXznhly9fxuDBg9GgQQOYm5sjMDAQ69ev15BBoVAgPT1dI18fHx9MmzYNALBs2TI4OzsjJSUFYWFhsLOzQ9OmTbFq1SoA0OsjatKnTx/0798fn332Gby8vGBhYYE2bdpo5G3MFwLG9dRQ+JAhQxAdHa0hl5+fH1xcXDTuvfrqq9KgxFgd6vOzV65cQc+ePWFhYQFXV1fMmTNHZ71Up7qenzlzBgqFAgcPHkTfvn3h6OgIFxcXTJw4UWs5VHXk1GFNdu7ciYsXL2LhwoUakw81I0aMwM2bN6XJB/D7Eiy57W+Izz77DNbW1hr3Ll++DIVCgR9++EG6p1AocPToUYSEhEClUqFp06YabVGTx/HzdnZ2+OSTTzBy5Eg4OzvD0tISffv2xY0bNzRkNKQbgGEfWX0co8//GMtDVxk7dOiA7t27a9XH3/72N4SHh+usK0PjADVy/JyhMdbAgQMxePBgzJ49G9bW1lLbGuqvn4R+6UNfH1WvXj1s27YNvr6+Up1X91OPa6eVlZXo1asXAgICcOvWLa3wzp07Y/Xq1Vi7di0UCgUyMzOlMEN9Uc1+MikpCR07dkT9+vVhY2ODyMhIJCYm1r3C/kj4HLB8+XICYP/+/ZmSksLKykqd8U6ePEkATEpKIkkOGzaMDRs25Ntvv827d+/y/v377N69O1u0aCE9s2XLFpqamvLTTz9leno6P//8cyoUCm7evJkkuX37dgLgzJkzmZeXx927d9PDw4MxMTF65U1NTaVCoWBsbCzPnDnD1NRUdunShUFBQXqfqSn7ggULqFQquXHjRubm5nLfvn10d3fnpEmTSJL37t3jO++8Q09PTxYVFfHBgwesrKxkSEgIfXx8eODAAWZnZ3PChAlUqVQ8efKkVJeWlpaMjo7m7t27ef78eZ3yzJ07l87Ozty7dy/PnTvHH3/8kW5ubnzvvfdYVlbGTZs2EQCPHz/OkpISPnjwgA4ODuzduzczMjJ4+vRpvvPOO7SysuLly5dJUorTsWNHZmRk8NChQ2zVqhXd3Nw4fvx4kpRVBl24u7vT19eXEyZMYHp6Ordu3Uo7OzuOGTNGdrq5ubkEwNatW3PVqlXMysoiSU6ePJmWlpZcu3Yt8/LyuGzZMiqVSq5cuVKvPIsXL6apqamGfO7u7ly1ahXLy8tZWFjIhg0bcuzYsSTJRYsW0czMjLdu3ZKeuXXrFpVKJRctWkSSfOONN9igQQNu3LiR+fn5XL9+PW1sbPjuu+9q6VBWVhYBcPfu3RpytW3blv369SMpT7ejo6MZERHB1NRU5ufnc+nSpTQ1NeXevXt1ljsxMZEKhYLLly9nfn4+U1JS2LFjR4aHh5MkL1++TABcvHgxb968SZJct24dFQoF582bx5ycHB46dIh+fn4MCQnho0ePSJJubm5s0aIFZ8yYwV9++YXl5eXs378/o6OjZdexHP2riS47W7FiBevVq8cuXbpw+/btPHbsGIcOHcp69epJun7p0iXa2tqyR48ezMrKYlpaGjt27EgfHx+WlpbqzEuODZWXl7NVq1Zs27YtDxw4wMTERLZp04aBgYGsrKw0Gv7w4UP6+fkxKCiICQkJzM3NZVxcHAFwx44dJMm0tDQCYFpamoZ83t7enDp1KklyxYoVVCqV7NWrFwsLC/no0SPGxcXRzMyMly9f1ukjdNG/f3/Wr1+fY8aM4YMHD1hcXMwXX3yRXl5ekp835gvl6Kmh8JUrV9LKyorl5eUkyatXr9LCwoJOTk7MycmR8nBzc+MXX3whqw71+dno6Gh6enpKPmj8+PF0dXVlQECAzvpR15Faz/Py8giAQUFB/OWXX0iSP//8MwFw06ZNetOQU4c1mTx5Mk1NTaV6kYODgwPnzp2rt/379OnDF154gcXFxVp/e/bsIQAePHhQktnKykoj/cLCQgLgrl27SFb5WTMzM4aFhXH79u1MS0vj4MGDaWJiore/eBw/7+DgwAYNGnDNmjWsrKzk2bNn6enpyWHDhpGkLN0w5iOr+3Fd/kdOHrrKuGbNGpqYmPC///2vVJ67d+/SwsKC//73v3XWlaFxACnPzxkbYw0dOpR+fn78f/bOPK6qav3/n8NwOIxHZAZBxQEEFRQECWdMU1MqTJxtwLLU9GqWpUU3/KplNmjO5hTlhDe1nDCuApKhKIPKoDggZs4giDJ/fn/4O/uyDwfOBsdqv18vXi/2WmuvaT/redbae63nPP/884yPj+eNGzf02mup+kUXs2bNoomJSZ3xumzUqFGj2LJlS/br14+JiYlMTExkx44dRXPJho5T7TnCpEmT6OTkxLy8PJ31KiwspJ+fH4cPH87r16+zsrJSki2qWa87d+7QysqKb775JjMzM3nq1Cm+9dZbNDMz461btyT34ePiqViAkOT8+fNpaWlJALSysuLAgQO5YsUKlpSUCGl0LUCsrKx49+5dIc2GDRsIQLjvmWeeYVhYmKis9957j19//TVJsmvXruzZs6coPjo6mgqFgvn5+Trrevv2baakpIgU986dOwmAV69e1XmPdt3//PNPQTFqmDZtmkjg33//fTZv3ly43rt3r0iBk/cn3h4eHoyIiCB5f+JQU4HXxbBhw0STO5LMysoSDLLGWJw/f54kWV5ezoyMDN64cUNIX1RUJBpwW7duJQCeOnVKSJOYmEgAwgRQSht04eLiwoCAAFHY6NGj2alTJ8n5apSGZpJF3n+WSqWSkZGRorwjIiLYunXrOuujawHSt29fUZrXXnuNXbp0IUlevnyZBgYG/OGHH4T49evX09DQkFeuXOGNGzdoZGTEr776SpTHrFmzaG5uzrKysloy1K5dO44fP15Im5eXRwCMiYkhKU227e3tGRUVJUrz+++/88qVKzrbvXTpUpqamrK8vFwIu3LlCpOTk0nen2QD4Nq1a4V4X19fhoaGivLZv38/AfDQoUNC//n5+YnS6FqA1NfHUuRPF9rjTDOGai7ucnNzRROAmTNnUq1Ws6CgQEhz8eJFGhgYMDo6Wmc5UsZQbGwsAYgmV6mpqRw6dCjz8/P1xmsWnampqaKyg4ODhb6TugCp+Xw07QPAXbt2kaytI3QRFhZGCwsL3rt3TwhLSkoiAMbFxZGUpgv1yWl98RcuXBC1d9OmTQwKCuKAAQOEyadGN5w8eVJSH+rSs5qJzZIlS4Sw6upqtm3btsELkDlz5ojSuLu7c8aMGXXmIaUPtQkPD6ebm1ut8JKSEhYXFwt/Ne2rZgFC6n7+oaGhBFDvX0MXIDVljryvs01MTPjhhx/qbNeD6HkbG5tadvH//u//qFKpeOfOHUmyoU9Hautxbf0jpQxdbbx79y7VajUXLFgghG3atIkqlUr04qsm+uYBUvScvjnWqFGjaGxsLEz2SWn2Wop+0YW+BYguGzVq1CiampqKdPPq1asJgLdv3ybZ8HFac47wzTff0NLSstYz1SYwMJDjxo0TrqXYopr1yszMFMkWef+l1sGDB0Vz6aeFp2ILFgC8//77uHLlCnbs2IFx48bh3LlzePPNN+Hh4YHMzMw679N8ctZgbW0NACgoKABwf09dly5dRPd89tlnmDJlCqqrq5GSklLrs2WvXr1AEunp6TrLtLKywvnz5zFw4EC4u7vD0dFR2Bt769YtSe21tbXFnj170LVrV7i6usLR0RErVqyo9/7k5GSYmJigZ8+eQpiBgQG6d+8u+lwHoM5PrhoGDx6MuLg4DB8+HDExMSgoKICnpyfatm2rM72xsTHKy8sxadIktGvXDk5OTmjTpo2ozdnZ2WjSpAm8vLyE+7p16wZbW9tGtUEbzVYlDfb29iguLm5wvjX7Ji0tDeXl5TplIDc3F3fu3Km3TjXp2LGj6Nra2lqQQycnJ/To0QM//fSTEL9t2zaEhITAwcEB6enpqKysRNeuXUV5+Pv7o6SkBGfOnKlVXnh4OHbs2IHq6mohPysrKwwaNEiybA8ePBjz5s3D9OnTERcXh/LycgQGBtbanqKhT58+UCgU6NGjB1atWoULFy7AwcFB2OagTUVFBTIyMnS2C4Do2eiTWaD+PpYifw2hprzZ29sDgEjeAgICRJ/wXV1d4e7uXqccSxlDKSkpUKlUIq9Jvr6+2Lp1K5o1a6Y3/tixYzA1NYWPj4+obH9/f73jSxc1+1tbt0qlXbt2Iq80mrNTubm5AKTpQn1yWl988+bN0apVKyQlJQG473GxW7duwvlCAEhISICTkxO8vb0b1Ic1ZTYrKwsARGNBoVDUOTbqoz4510Vj7ImBgQEqKipqhbu7u8PS0lL4GzBgQIPq3qpVKxw4cKDW36JFixqUT026d+8u/G9lZQVvb29kZ2fXe09j9Xznzp1Faby9vVFaWoo//vhDkmw0VEdq01j5MzU1xYgRI/D9998LYTExMXjxxRehVqt1lqVvHiBFz9U3x9Lg4eGBpk2bCtcPMg94VHh4eMDGxka41tb5upAyTnft2oV3330X27Ztq9NDnD7qs0U1adu2LTw8PDBq1CjMnz8fx48fh6GhIXr27AkzM7NGlf0oeWoWIABgZmaGIUOGYNGiRcjKysJ///tflJSUCPuSdVFz8VETkrh79y7Kyspgbm6uM83du3dRWVmJyMhIqFQq4a9Vq1YA7u+11sXmzZvx8ssvIzAwEHv27EFaWhpWrFjRoLZOnjwZUVFRmDRpEhISEpCWlobx48fXe09RURHKyspgamoqqu/atWtr1bUuhaNh9OjR2LFjBwoKCjBmzBjY29tj6NChojMVNTlz5gz69OmD0tJSREdH4/jx47UOTN28eROWlpa17q05qBvSBm20n6NCoRA8tDS2bzRnJXr37i2679VXXwUA0fkCfeiSRdbwIBMeHo49e/agtLQUxcXFiI2NxciRI0X10N6LrelPXcomPDwc165dEyZWMTExeOmll6BSqSTL9rJlyzB37lwkJCTg2WefhZ2dHWbOnFmn2z8PDw8cPnwYrVq1wsyZM9GyZUt07doVR44c0Zm+pKQE1dXVktqlT2aB+vtYivw1hJryplAoRGUVFRUhLi5O1LcqlQpnz56tU46ljKGCgoI69ZWU+KKiIlhYWAj11WBpaVmvIa0LfTItBe19/pr6a/ZBS9GF+uRUX3zfvn2Fs4Px8fHo0aMHgoODRQsQzWHOhvRhTZnVxGn3mXb7pdDQfm+MPXF1dcWVK1dqnXfcuXMnEhMTkZiY2ODFB3C/vb169ar116lTpwbnBdwfe9rj2tzcvN7zLUDj9Xx98ipFNhqqI7VprPwBQEREBDIyMpCeno579+5hz549Qht1oW8eoE/P6Ztj1VXPB5kHPCp0zS+A+sedvnFaXV2NkSNHorKyUnTm8UHqVl+9DA0NkZiYiGHDhmHVqlXw8/NDixYtRIvSp4mnwgvWlStXYGFhUWvg9+7dGy+99BJ2797dqHzNzMxgZmYmKB9d8cbGxpgyZQpef/31WvF1vQVetWoV+vTpg6ioKCFM36H1mlRVVWHNmjWYPXs2Ro8eLYTfvn273vvUajVUKhVSU1NrxRkaGkouX8OQIUMwZMgQlJSUYNeuXZg6dSoiIiKwc+fOWmk3b96MyspKbNy4UXibefHiRVEazcRXm5pv4R52Gx40X41ijI6ORocOHWrFu7q6NrpO2oSFhWHSpEmIjY0V+unFF18U1UNbVjXXarW61uE2T09PdOzYET/99BNatWqFw4cPIzIyEoB02dakmTJlCq5evYoNGzZg1qxZsLe3x7Rp03S2o2PHjoiOjkZVVRUOHTqEWbNmYdCgQaKD0BrMzc1haGhYb7seFlLk72GhVqvRrVs3nS8edC2CAGljyM7ODsXFxSBZawIiJV6tVuuMLyoqEvpa131Aw3RYQ9CeNGmevbW1tWRdqE9O9cWHhIRgypQpuH79OrKzsxEcHAwTExPk5+fj8uXLSEhIwKeffgpAWh/qQjNJ0K67rgOnD5PG2pPevXvj888/x8aNG/Haa68J4TXf1D9KN7u65FCXDJLEvXv3RJO9O3fuCG+CpdAQPV+fvEqVjYboSF11bYz8AYCfnx86deqELVu2oHPnzmjatGktBwza1DcP0Kfn9M2x6mvjo5gHPG2QxPLly5GcnIxJkyahe/fuwuH6R4WdnR0WLFiABQsWIDMzEwsXLsTYsWPh5eUFPz+/R1p2Q3niX0CuXr0KV1dXfP7557XiSCInJweOjo6Nzr9Tp06Ij48XhU2dOhVTpkyBgYEB/Pz8cOHCBXh6egp/7u7uUCqVwpYDbUpLS2u9Vf3hhx+EOuujqqoKlZWVojyKi4uxc+fOWvfXvA4ICEBpaSmqqqpE9dV4PWkIO3bsEAyLubk5hg0bhvHjx+PEiRM6yy8tLYW5ubloK4XGK4cmTZs2bXDz5k2RN7CkpCSRK72H2YaaNDZfHx8fmJiY4Nq1a6L7bGxsYGdnBxMTk0bXSRs7Ozv06dMHu3btwvbt2zFo0CDhy4CPjw+MjIyErxkaDh8+DLVaLWzV0SY8PBy7du3Czp07YW9vLxgbKbJ9+/Zt/PDDD8I2DI03n6CgoFpyoCE5ORmHDx8GAOHTblRUFG7cuCF6i6iRCWNjY/j4+OhsF4Ban+4fBCnyVxcNfasfEBCAM2fOoFWrVqL+NTAwgJOTk857pIyhTp06oby8XOTJLzMzE/7+/jh16pTeeH9/f5SWluL48eOisg8fPiz0tUbmak6Mr1271ug3j/r67uTJk6JFoMazjKenpyRdqE9Opchxnz59cOXKFaxbtw7t27eHtbU1zMzM4Ovri40bN+L8+fOCJxkpfagLDw8PAOJthRUVFQ364b3G0BB7UpN+/fqhffv2+Pe//63z2ZeUlAjbyuoJgZEyAAAgAElEQVSjoWNHg5WVFe7evSvaBlbXtueaP9p3584dZGdnN8gNekP0vPZ8ISUlBebm5nB1dZUkG1J1ZE1q9mFj5U/D66+/ji1btmDz5s0YO3YsDAzqnubpmwdI0XP1zbHqoiH2urHypY9HlW9NDA0NMWLECMyfPx8uLi4YM2aMsGX6UdTr/Pnz2LFjh3Dt5eWF5cuXw9DQECdPnmx0vo+KJ74AcXBwwLRp0zBnzhy88cYb+OWXX/Dbb79h27ZtGDJkCJKSkjBz5sxG5/+vf/0LsbGxiIyMREpKChYvXoxvv/1W2JM+Y8YM/Oc//8H8+fNx+vRppKWlYcyYMQgODq5zy0JgYCD279+P5ORk5OXl4a233oKzszOA+8pK35tEpVIJX19frF+/HufOnUNGRgaef/55DBw4ELdu3UJOTg4qKythbW2NK1euIDExEXl5eejbty86deqE0aNHIz4+HhcuXMDGjRvRqVMnLFmypEH98vXXXyM8PBwJCQk4f/48Dh48iC1btgh7MjWLr127diEzMxOBgYG4fv268Il06dKlOHLkCOzt7ZGeno6ioiIMGjQIpqammDJlCrKzs5GUlITp06eLJmQPsw01aWy+VlZWeOONNxAZGYnNmzcLffHss8+KfN4/LMLDw7Fv3z7s27dP2H4FAE2bNsVrr72GefPmYceOHbh48SI2bNiAJUuWYOrUqXX+omp4eDhOnz6N5cuXY9iwYaK3R/pk28DAABMnTsQbb7yBtLQ0nD9/Hhs3bsSxY8dEe3NrsnfvXoSGhmLbtm04d+4c0tLSsGjRIrRo0UJw5Whqaor4+HikpaUJbh537dqFL7/8Enl5eThw4ACmTJmCnj17CmdBHgZS5E8X2uNMChMmTMCdO3fwyiuvIC0tDWfOnMGcOXPg7e1d51YLKWMoJCQEHTp0QEREBGJjY3Ho0CG88cYbuHfvHjw8PPTGDxgwAF5eXhg/fjyOHj2Kc+fO4cMPP0RKSorwRcvNzQ22trbYsGEDKisrUVhYiMmTJ4v2aEtBW0fUl+71119HZmYmjh07hvfeew9t2rRBt27dJOnC6urqeuVUihzb2NjA19cXixcvFp0n6NatGxYvXowOHToIL7qk9KEumjdvjqCgIMybNw+xsbFIS0vDG2+8AaVS2aB+bShS7Yk2BgYG2LRpE8rLy+Hj44M5c+bgl19+wX/+8x/Mnj0bbdq0QW5uLj766COd5Up9/nXh5+cHkoJr55ycHJ262tjYGHPmzMGhQ4dw9uxZwU3siBEjJJfVED1/+fJlfPLJJzh37hx27dqFpUuXYvjw4VCpVJJkQ5+O1EZb/zRW/jSMGjUKf/zxB7Zv3673R+30zQOk6Dl9cyxdSLHXuuRrxYoV6Nq1a70uqfWhy0Y9alQqFaKjo/H777/js88+qzOdtbU1UlNTkZaWhps3bza4nIsXLyIsLAwLFy5ETk4OTp8+jTlz5sDAwEDSGcvHzqM84d4Q1q9fzx49etDe3p5GRka0sbFh//79Re5AdXnBCg4OFuXz888/E4DIg9WyZcvYunVrmpiYsG3btly6dKnonh9//JEdO3akUqmknZ0dQ0NDmZWVVWddb968ydDQUFpYWNDJyYmffPIJq6qq+Oyzz9LExIQ//vhjrXu0656WlkY/Pz+qVCp6enoyJiaG+fn5dHd3p6WlJc+fP8+8vDx6enpSqVTy448/JklevXqVY8aMoY2NDVUqFdu1a8cvv/xSKEfjNUGfa8WrV69y5MiRtLOzo1KppJubG99++23BW0ZlZSUHDBhApVLJ3r17kyRnzJhBW1tbqtVqjhgxgoWFhYyMjKRKpeLbb78t9H+bNm1oYmJCf39/JiUl0dPTU+StQ18bdOHi4sJZs2aJwqZPn85WrVpJzlfjuWL//v2ifCoqKvjRRx/Rzc2NxsbGdHV15cSJEwXvF7rQ5QVLX/1I8tatWzQ2NqZara7lrrWsrIzTp0+ns7MzjYyM2LJlS86dO1dwVastQxr8/PwIgIcPH65VT32ynZyczD59+lCtVgt99sUXX9TZ7oqKCn744Yds0aKFKM/MzEwhzb///W+amZnRxsZG8J6yevVqenp60tjYmHZ2doyIiBB5VtHVf7q8YOnrYynyp432ONM1hoqLiwmA33//vRCWkpLCkJAQmpmZ0crKis8880wtt8jaSBlDeXl5DA0NpaWlJa2trfnCCy/wwoULovrWF5+fn8+hQ4dSrVZTqVSyc+fO3L59u6geu3fvZtu2bWlubk5PT0/+5z//YVBQkODyWUof6NIR2oSFhbFv375cuXKlIDMBAQE8e/askEaKLtQnp1LkeMaMGbXc2W7bto0AhHZL7cO69Oz58+cZEhJCExMT2tvb8+OPP+asWbPq9Ualy7uOto7y8/Pj66+/XmceUvqwLq5du8bp06ezbdu2VKlUtLKyoo+PDyMjI0Wei0ixFyxdzz80NLROd/Qaj3Q1PR/NnTuXTk5OtLKyYnBwMFNTU0Uefr788ks2bdqUhw4doq+vL5VKJd3d3blly5Y62/Mget7GxoaRkZF85513aGNjQzMzM4aHh4s8gemTDX06UluP67Lz+sqoq40aBg4cyO7du9fZRxr0zQNIaXquvjmWrnmapuz67LUu+Zo1axYB1PlTDZo09XnBImvbKClzyYaOU+05Anlf3o2NjZmSkqKzXrt376aNjQ3Nzc25d+9eSXpY205u2LCBPj4+wvMKCgriL7/8Um9/PCkU5GP4DiXzj+HWrVswMzMTtpmUlZWhadOm+PzzzzFx4sQnXDuZvzuy/D1dDB06FIWFhbV+bFFG5mnE1tYWU6dOxezZs590VRrN9evXhR8Nffnll590dR46Hh4eyMnJedLVkHkIPPEtWDJ/H4qKiuDu7o7Ro0cjIyMDJ0+exBtvvAFDQ0OEhYU96erJ/M2R5U9GRuafyq1bt5CcnIzQ0FB4eXn9LXXe7t27H+q2XZkni7wAkXloWFlZITY2Fjdv3kS3bt3QvXt35OXlITY29oEcCcjISEGWPxkZmX8qa9euRY8ePWBubo6YmJh6D5//VRk4cKDg8Efmr4+8BUtGRkZGRkZGRkZG5rHx91siy8jIyMjIyMjIyMg8tcgLEBkZGRkZGRkZGRmZx4a8AJGRkZGRkZGRkZGReWzICxAZGRkZGRkZGRkZmceGvACRkZGRkZGRkZGRkXlsyAsQGRkZGRkZGRkZGZnHxlOxALG1tcWcOXMea5lDhw5F3759H2uZMk+G2bNnC7+M3RAmTZqE9u3bP9S6LF26FCYmJpLTf/vttzAyMhKua8rtyZMnoVAocOjQoYdaR21Wr14NhUKBysrKh5qvlPrHxMRAoVDgxo0bD7XsxlBVVYVhw4bBwsICL7300pOuzt+ehsh3eHg4FAoFVq5c+cjqoz0WG8Ovv/4KhUKB33//XQhr0qQJFAqF8KdWqxEUFIQFCxbg7t27D1ptmb8h7du3x6RJk+qMf1jzmycxN3vc3LhxAwqFAjExMQ+Ujz5b9TD0x9+Np2IBsnDhQgwcOPBJV6NRnDp1Ci1atBCF2dvb48KFC0+oRo+ev3v7HiUWFhawsLAQrl9++WWsW7dO8v1vvvkmpk6d+iiqJrBkyRK88sorj7QMAHBxccGyZcvQunXrR17WwyAhIQFbt27FwoULsXDhwiddHZn/T2FhIXbu3ImOHTti/fr1T7o6jSIsLAwHDhzAf//7X6xZswaBgYGIioqCv78/rl69+qSr99jQZU9lnhx/5bmZzNPPU7EcGzdu3JOuQqM5duyY6PrixYu4fv36E6rNo+fv3r5HjfYC5NixYxg0aJDk+5999tlHUS0R2jL9qLC2tsaECRMeS1kPg1u3bgG4P1m0tbV9wrWR0bBx40aYmZnhyy+/RN++fZGbm/uXWdRqaNasGXr16iVch4WFYeLEiQgODsa4ceOwd+/eJ1i7x8fj0j0y0vgrz81knn6eii8gNT/zVVRU4N1334WbmxtUKhVcXV0xbdo0lJeX13n/tWvXMHbsWLi4uMDU1BRt27bFokWL9JarUCiwZs0atGzZEiqVCl26dMHx48dFaTZt2oQuXbrAwsICjo6O+Ne//oV79+4BAD755BOMGzcOeXl5UCgUmDRpEpo3bw4AaNmyJV544QUAQGVlJT755BN4enoK9Vu2bJmoHDs7O3z99dcYOHAgVCoVbt++LYrPycmBQqFAYmKiqG4KhUKUV3Z2NhQKBY4ePYqqqip8/PHHaN26NUxNTdGsWTNMnDgRJSUlAICPPvoIarVaaI+Gb775BqampigsLBSFHzx4UGf7ysrKMGPGDLi6ukKpVKJ58+aYNWuW3i07K1euRPPmzWFqaorevXsLdd+yZYuQ5rvvvoOXlxdMTExgY2ODUaNGid4I7t2796FsQ7p8+TIGDhwIU1NTODo64pNPPqmV5tKlSwgPD0fTpk1hYmKCDh06IDo6WojPysqCQqHAgQMH8MILL8DW1hYODg6YPHkyqqqqAAAeHh4YO3YsgPvyd/78ebz66qto0qSJpHrq+7Q+d+5cWFpaCob8+vXrGDt2LNzc3GBmZoauXbvi4MGDdd7fq1cvrF27FuvXr4dCoUBaWpoQd/r0aQQHB0OlUsHZ2bnWl5vjx4+jf//+sLW1hZWVFV566SXk5eXVWZb2FpvKykpMmjQJ1tbWsLKywsiRI2uNA6D+MQk0Xh8kJSWhR48eMDMzg4WFBfr06YOjR48CuL+Nb+jQoQDuj9XnnntOZx7h4eEYNmwYFi9ejBYtWsDMzAyDBg3CzZs38e6778LZ2Rk2NjaYPHkySCIuLg4KhQK//fabKJ/09HQoFArs27dPZzlqtRqfffYZXn31Vdjb28PMzAwvvPCC6PO/Pr1z6tQpKBQK/Pzzz/D29kZAQAAAID8/H8OGDYODgwNMTU3h5eVVa2uTvnHp4OCARYsW4d1330WzZs2gVqsxePBgXLly5YGfkzbr1q3DsGHD0KdPHzRv3hzff/+9KP6rr76CjY0NYmNj4e3tDQsLC7Rs2RIbNmxoUBptpOj1B6FNmzb49NNPsW/fPpw8ebLOdCkpKXj22Wdha2sLCwsLBAQE4NdffxWl+fPPPzFixAg0adIENjY2GDZsGC5duiQ5Xp/u++KLL0QvVjT3KBQK/PLLLwCAZcuWwd7eHsnJyQgMDIRarYa7uzvWrFkDoLY9/frrr3W2NzQ0FGFhYfjiiy/g5uYGU1NT+Pv7IyUlRUijz/YBQGJiInr06IEmTZrA0tIS3bp1Q0JCgqR4Z2dnREVFCWmvXLkChUKB8PBwUV2dnJywYMECAPXrF+D+l2cHBwfs3LkTDg4OmDFjhnCfr68vTExM4OHhgW3btunsF230zW+kyG/NuZm+56dBil2viRS7CUizZVJs0IoVKwS5CQ4OxqlTp2rVSZ+NkWqrtNFsv/Tz84NKpYK7u7swjhprC/7S8CnAxsaGUVFRJMmoqCja29tz3759PHv2LHft2kVnZ2d+8MEHdd4/aNAgtmrVivHx8czJyeF3331HQ0ND/vTTT3XeExYWRhcXF4aEhDAhIYHx8fFs3749mzVrxrKyMpLk9u3bCYAzZ87kmTNnuHv3bjZr1oyjR48mSZaUlPCdd96hq6srr1+/zqKiIm7evJkAePz4cRYVFZEkp06dSjMzM65fv55nzpzhsmXLqFQquXr1aqE+zs7ObNeuHd977z3+9ttvrKioqFVnV1dXzps3T7ieMGECXV1dOWLECCFsxYoVtLa2ZlVVFRcsWEClUslNmzbx9OnTjI2NpYuLC6dMmUKSPH/+PBUKBTdt2iQqp1u3bhw+fHit8svLy3W277XXXmPTpk25adMm5ubmMjo6mpaWlvzXv/5VZ/8fOXKEADh58mRmZWVxw4YN9PX1JQBu3bqVJLlhwwYqFArOnTuXOTk5PHjwID09Penn58fq6mqS5LFjxzho0CCeOnWqzrJmzZpFExOTOuNJMiQkhK6uroyLi2NmZiYnTpxIR0dHent7kyTLysro6elJHx8fxsfH8/Tp04yMjCQA7tixgyR55swZAqCPjw9/++03kuSvv/5KANy8eXOtMi9dukQAXLx4MW/evKmzXosXL6ahoaFwHRYWxpCQEJLkiRMnCICJiYkkya1bt9LY2Ji7d+8mSVZVVdHPz4+tW7cW2jVp0iSqVCqeOHFCZ3mFhYX08/Pj8OHDef36dVZWVnLVqlU0MjJi7969uX37dh47dowjR46kkZERL126RJK8ePEiraysOGDAAGZkZPDo0aPs0aMHW7duzdLSUp1ladc/KiqKSqWSa9as4ZkzZ7h06VK6ubkRAK9fv05S/5gkG6cPcnJyqFKpOHz4cKanpzM9PZ1DhgyhpaUl8/PzWVJSwjVr1hAAc3JyePv2bZ35jBo1io6Ojpw9ezbLy8t54sQJGhkZsXXr1ly+fDkrKyu5f/9+AuCePXtYXV1Nd3d3TpgwQZTP7Nmz6eLiwqqqKp3l2NjYsGnTply3bh2rqqqYnZ1NV1dXjho1SkijT++cPn2aANi5c2euWbOGGRkZJO+PheDgYB45coS5ublcunQpDQ0NuW/fPpLSxqWLiwtdXFy4Zs0aVlRUMD8/n05OTnzrrbckPydt+dBFVlYWAfDw4cNCv7Vs2VKoB/m/MdSvXz9evnyZpaWl/Oijj2hgYMDs7OwGp5Hav7rQPHtNfUlSrVYLOlmby5cvEwC//fZbnfH37t2jjY0Nn3/+eaampvLUqVN85513aG5uLozNiooK+vr6skuXLoyLi2NCQgL9/f3ZoUMHVlVV6Y2XovsWLFhAc3NzUd3y8/MJgD///DNJctWqVVQqlRw0aBDz8/NZXV3NyMhIGhsb89KlS7Xs6b1793S2OSwsjE2aNOGECRN47949FhQUsH///nRzcxPGiz7bd+fOHVpZWfHNN99kZmYmT506xbfeeotmZma8deuW3vjRo0ezf//+Qp02bdpEV1dXOjk5CWE5OTkEwNTUVL36hSRXrlxJMzMzhoSEcPfu3Tx37hwLCwvZtGlT9unTh+np6Tx69ChDQkLYtGlTTpw4sQ4pkza/kSK/Nedm+p4fKc2uayPFbkqxZVJsUEJCAgFw2rRpzMnJ4e7du+nn5yeqnxQbI8VWabN48WIaGxszMDCQ27dv59GjRxkeHk4DAwOeOHGi0bbgr8xTtwAZNmyYMMHSkJWVxZycnDrvP3PmDM+dOycK69y5s8jYaRMWFkalUslbt24JYfv27SMAxsbGkiS7du3Knj17iu6Ljo6mQqEQlMb777/P5s2bC/F79uwhAJ4/f54kefv2bSqVSkZGRoryiYiIYOvWrYVrFxcX+vn51VlfknzllVc4aNAg4drT05NRUVFs1qyZEDZq1CgOHTqUJPnnn38KkwoN06ZNY7t27YTrvn37ivL8888/aWBgIEw2tNFu340bN2hkZMSvvvpKlG7WrFk0NzcXlJ02EydOpIODAysrK4WwqKgokSLw9fVlaGio6D6NAT906JDOfHWhbwGiWQgsWbJECKuurmbbtm2FBYhGKaWmporuDQ4OZt++fUn+T5HOmTNHlMbd3Z0zZsyoVe69e/cIgGvXrq2zblIXIL///jtNTU353XffCWn37t1LADxw4IAQVlVVRQ8PD0ZERNRZZmBgIMeNGydcr1q1igCEhQ1J5ubmiiYgM2fOpFqtZkFBgZDm4sWLNDAwYHR0tM5ytCeYbdq04csvvyxKM378eJFSlzImG6MPpk6dSltbW5aXlwthxcXFVKlUwvPcunVrvQaGvD/+bGxsRPl06tRJkCMNdnZ2wsuEOXPm0NraWjRW2rVrV+9LFxsbm1p68v/+7/+oUql4584dSXpHI6/Tp08XpbG3txf0sYbff/+dV65cISltXLq4uAjjQsNrr73GLl26CNf6npOUBch7771HDw8P4Vojl/Hx8ULY4sWLa+VTVlZGCwsLfvTRRw1KoxmLUvW6Ng1dgJCksbExZ8+erTOuvLycGRkZvHHjhhBWVFQkmrzFxsYSgOilQ2pqKocOHcr8/Hy98VJ0n9QFiLbuvnjxIgFw165dJGvbU12EhYXRwsJCtEBJSkoiAMbFxZHUb/syMzNrPe+KigoePHiQJSUleuPXrVtHKysrYVI4YcIEvv/++7SwsGBubq7QXjs7O1ZXV0vSL5r+0fQXSf7www8EIHrBdunSJSoUCr0LkPrmN1LlV3sBou/5SbHr2kixm1JsmRQbNH78eDo6Oorqp+ljTf2k2BgptkobjY7R9BV5X4+YmJjwww8/JNk4W/BX5qnYglWTwYMHIy4uDsOHD0dMTAwKCgrg6emJtm3b1nmPhYUFvvnmG/j4+MDZ2RmOjo44ceKEsGe7Ltq3bw9ra2vhOigoCMD9bUzV1dVISUlBv379RPf06tULJJGeni6pPWlpaSgvL9eZT25uLu7cuVOr/LoICQnBb7/9BpK4du0acnNzMWHCBNy4cUM4FJ6YmCicE7C1tcWePXvQtWtXuLq6wtHREStWrBD1S0REBPbt24dr164BALZt2wZnZ2fJHjTS09NRWVmJrl27isL9/f1RUlKCM2fO6LwvOzsbQUFBMDQ0FMJefPFF4f+KigpkZGTozBeAaGvQg5KVlQUAwhYU4P6n0prXx44dg6mpKXx8fGrVR7suHTt2FF1bW1ujoKDgodVXm7y8PISGhmL69Ol47bXXhPDk5GSYmJigZ8+eQpiBgQG6d+/eqP575plnhP/t7e0BAMXFxUJZAQEBoq1krq6ucHd3l1RWeXk5cnNzRX0OAIGBgcL/UsdkY/TBsWPH4OfnB2NjYyHMwsICHh4eDe6rli1bivKxsrKCp6enKI2VlZXwyf7VV19FUVERdu3aBeD+1qisrCy9jgA6d+4suvb29kZpaSn++OOPB9I7gwcPxrx58zB9+nTExcWhvLwcgYGBcHBwaNC41DcOGqu3NVRVVSE6OhqjR49GZWUlKisr0bx5cwQHB+vcOlWzv5RKJVq3bo3c3NwGp9G0U2r/PggkUVVVVaf3HGNjY5SXl2PSpElo164dnJyc0KZNGwD/O7OUkpIClUol8ujn6+uLrVu3olmzZnrjG6L7pFBTLjT2t6H6sV27diLPht7e3gAgPCt9tq9t27bw8PDAqFGjMH/+fBw/fhyGhobo2bMnzMzM9MaHhISgqKgIJ06cAADEx8ejR48eCAgIELZJJyQkoG/fvlAoFA3SLzXHY2ZmJszNzeHl5SWEubi4wMXFRW8f1Te/eRD5re/56bPr9VGfvpBiy6TYoMzMTPj5+Ynq11AbI8VW1Uf37t2F/62srODt7Y3s7GwAjbcFf1WeugXI6NGjsWPHDhQUFGDMmDGwt7fH0KFDhQmyNhUVFejfvz/279+PhQsX4siRI0hLS0OnTp30lqVWq0XX5ubmAICSkhLcvXsXlZWViIyMhEqlEv5atWoF4P6eWSkUFRUBAHr37i3K59VXXwUA0Z5o7fpo07dvXxQUFCAzMxPx8fHw8fGBra0tunTpgsTERFy4cAEXL14UFiCTJ09GVFQUJk2ahISEBKSlpWH8+PGiPF988UU0adIEGzduBHDfldzYsWNhYCBNNDTts7KyEoVbWloC+N8EVZubN28KaTTY2NgI/5eUlKC6urrB+TYGTV6mpqai8Jp7mouKimBhYQGFQlGrPtp10c4HuD+ReFS8/fbbuH79ei2ZLCoqQllZGUxNTUWyt3btWsnyWxPN+AAg9IOmXUVFRYiLixOVo1KpcPbsWUlllZSUgGS9z0DKmGysPigqKqola4Du56sPXW6WdbmB1vSds7MzBgwYIEyaY2Ji8Mwzz9T70gVArT33mudTWFj4QHpn2bJlmDt3LhISEvDss8/Czs4OM2fORGVlZYPGZX3j4EH0tobY2FhcvnwZH330EYyNjYW/pKQkbN26VbRnW6FQwMzMrFZ/1TznJiWNhob074OQm5uL6upquLm56Yw/c+YM+vTpg9LSUkRHR+P48eO1DnIXFBSIxq42+uIbovuk8DD0Y32yD+i3fYaGhkhMTMSwYcOwatUq+Pn5oUWLFsL5IX3xzZo1g4eHBw4dOoRr164J5+OCg4NFCxCNLW6Ifqk5HouLi3X2l3b7dVHf/OZB5Le+56fPrtdHfflKsWVSbJCu/myojZFiq+pCoVDU6h9zc3PhbFJjbcFflafCC5Y2Q4YMwZAhQ1BSUoJdu3Zh6tSpiIiIwM6dO2ulTU5ORkZGBhISEkQry+vXr6Nly5b1llPzQBoAYdVvYWEBMzMzGBsbY8qUKXj99ddr3evg4CCpLRolEB0djQ4dOtSKd3V1lZQPADg6OsLLywtJSUlIT08X2tutWzccOnQIJNGqVSu0bNkSVVVVWLNmDWbPno3Ro0cLeWgflFIqlRg9ejS2bNmCESNGIDExsUG+9DXt0yg0DZrruhZVKpWqlo/7mm8+zc3NYWho2OB8G4NGMWv3Tc2Jh1qtRnFxMUiKDHFRUdFDrUtjGDVqFPr27YuwsDA8//zzgnMAtVoNlUqF1NTUWvfUfAP0MFCr1ejWrRtWrFhRK05b4epCM/Gr7xlIGZON1QdqtbqWrAH3n6+zs7Pe+j8oERERCA8PR3FxMWJiYvDOO+/ovUd74qKpv7W1NcrKygDUr3fy8/N15qvp4ylTpuDq1avYsGEDZs2aBXt7e0yePPmhjMsH0dsa1q1bh+Dg4FqHlcvKytC7d29s374dI0aMAHB/IlNSUiKaaBcVFQlONaSm0fAw9Xp9bN68GQYGBggJCakzvrKyEhs3bhQWuRcvXhSlsbOz06m7pMZL0X267tN2bvIwqU/2pdo+Ozs7LFiwAAsWLEBmZiYWLlyIsWPHwsvLC35+fnrjQ0JCkJSUBHt7e3To0EHQgZMnT0Z+fj7y8vKEnQSN1S/m5vpCZZ8AACAASURBVOY679O1KNamvvnNo5JffXa9sUixZVJskLm5+QPbGCm2qi5I4t69e6LFy507d4QdBUDjbMFflafuC8iOHTuE7UTm5uYYNmwYxo8fL3zq1Ka0tBSAeJV9+PBhnD9/Xu9blZMnT4qESOORwtvbGwYGBvDz88OFCxfg6ekp/Lm7u0OpVIo+beoqRxPm4+MDExMTXLt2TZSPjY0N7OzsGvSjdMD9ryBJSUnCJ18AgneOmtuvqqqqUFlZKeqX4uJi7Ny5s1Z9IyIicPjwYXz11Vfo2rWr8Am/Pmq2z8jICElJSaL4w4cPQ61W15lXmzZtcPToUVFdfvrpJ+F/Y2Nj+Pj46MwXALp06aK3jlLx8PAAIN4+UlFRIfKw4e/vj9LS0lpe0g4fPvzAdXnQryMjR47ESy+9hFdffRXjx48X3vYEBASgtLQUVVVVItnTeIV5mHUKCAjAmTNn0KpVK1FZBgYGcHJy0nu/iYkJWrRoUWs7wv79+4X/pYzJxuoDjRedmt72CgsLkZ2d/VBlrS4GDRqEpk2bYv78+Th79mwtbzq6iI+PF12npKTA3Nwcrq6ujdY7t2/fxg8//ICKigoAELzxBAUF4cSJEw9tXD6I3gb+99sfo0ePhr+/v+gvODgYffv2rbUNq2Z/3blzBzk5ObW2xklJAzx8va6LtLQ0zJ8/H+Hh4XV+ASktLYW5ubnoC5vGq46mHzt16oTy8nLRjx9mZmbC398fp06d0hsvRfdZWVnh7t27gtwAkLxNWRspz//kyZOiia3GA5anp6ck23f+/Hns2LFDiPfy8sLy5cthaGiIkydP6o0HdNvioKAgnD17Fps3b4anp6cwkW+sfvHw8EB5eTkyMzOFsBMnTkj6wlbf/OZRya8+u95YpNgyKTbIw8MDGRkZqK6uFvJuqI2RYqvqo6bHzjt37iA7O1vYQgg0zhb8ZXm0R0ykUfOgU69evRgQEMD4+HieO3eOBw4coKenp+hQbE2uXbtGlUrFN998k5cvX+a+ffvYuXNn9uvXjz4+Prx69arO+8LCwujo6MiwsDCeOnWKGRkZDAgIYIsWLYSDYtu2baOBgQHnzZvHnJwcpqamctiwYXR0dBQ8QM2fP59KpZIJCQm8cOECf//9d8Gzkebg2OTJk2ljY8NNmzYJbfLx8REd/nZxceGsWbP09tWOHTvYrFkzGhgY8Nq1ayTJgoICGhoa0s3Njdu2bRPSdu7cmQEBATx79izT09PZo0cPjhkzhkZGRszOzhZ52uratSuNjIy4atWqesvX1b433niDNjY23L59O/Py8rh+/XqamZnVOuBWk507dxIAZ8+ezXPnzvHHH39kQECA6DDYjz/+SIVCwYULF/LChQv873//y9atW4sOiB0/fpyhoaHMzMyssywpXrCCgoLYrFkz7tu3j6mpqXzllVfo5uYmHB6uqKigl5cXO3XqxCNHjvDs2bP84IMPqFAohIOPmsN0+/fvF+Xt5+fH119/XWe5pqamHDduHFNTU0UHFDU0xAtWUVERW7Zsyeeee47V1dWsrKxkp06d6Ovry4MHD/L8+fP88ccfaW1tzQULFtTZF8899xw7dOjA1NRU3rhxQzh8WFNeiouLCYDff/89SfLChQu0tLTkyJEjmZqaytOnTzMqKopGRkaiA7c10a7/Bx98QKVSyZUrV/LEiRP84osv6O7uLjrYp29MNlYf5Obm0tTUlKNHj2ZOTg4zMjI4YMAA2traCuNM6iH04OBgUVjPnj1F3qlIslWrVnz//fdFYTNnzqSRkVGttLqwsbGhi4sLIyMjefbsWf7yyy9Uq9UiOdOnd3TJa1FREdVqNV955RWmpqYKY9Pc3FxwliBlXOrSZ9OnT2erVq1IStPb9R1C13jmqut5rl27loaGhrx8+TIXL15MIyMjdu/enYmJiczJyeGYMWOoVCp59uxZkpScpuZYlKLXtanrEHpYWBgPHDjAAwcO8Oeff+b06dNpbm7Ojh071ukhj/yfHl2zZg0vX77MJUuWMDQ0lPb29nzzzTd5+/ZtVldXs0OHDvTy8uK+ffuYmJjI4OBgenl5saKiQm+8FN137NgxAuDy5ctJktnZ2ezVq5fOQ+j16RFte6qLsLAwOjk58YUXXuCpU6eYkpJCHx8ftmnTRvB+ps/2xcXF0dDQkF988QWzs7OZk5PDjz/+mMbGxoJnt/riyf/ZXVdXV9EB606dOrF58+acPHmyECZFv+jqnxs3btDS0pK9e/fmkSNHmJiYyG7dutHBwUHvIXR98xsp8qvrEHp9z0+KXddGit2UYsuk2CDNQfwpU6YwIyOD27Zto7+/v6h+UuZ9UmyVNhovWD169GBiYiJzc3M5fvx4GhoaMisrS5S2Ibbgr8xTtwC5evUqR44cSTs7OyqVSrq5ufHtt99mYWFhnfdv3LiRLVq0oKmpKbt3786MjAzu2bOHVlZWtbzPaBgyZAhfeuklLl++nG5ublQqlQwMDKzlOePHH39kx44dqVQqaWdnx9DQUJGw5OXl0dPTk0qlkh9//DErKys5YMAAKpVK9u7dm+T9yetHH31ENzc3Ghsb09XVlRMnThS58pS6ALl9+zaNjIxEnqxIskOHDjQwMBB5vUhLS6Ofnx9VKhU9PT0ZExPD/Px8uru709LSUvBkRZKff/45zc3N63QvqkFX+8rKyjh9+nQ6OzvTyMiILVu25Ny5c0WuMHUxZ84c2tvb08LCQnAjWdNgkeTq1avp6elJY2Nj2tnZMSIiQuTlQuOVqz5POVIWIOfPn2dISAhNTExob2/Pjz/+mLNmzRL1c35+PocOHUq1Wk2lUsnOnTtz+/btQnxjFiD//ve/aWZmRhsbG1G7NDRkAUKSiYmJNDAw4KJFi0jeH09jxoyhjY0NVSoV27Vrxy+//LLevti9ezdtbGxobm7OvXv3SjI8JJmSksKQkBCamZnRysqKzzzzjMhzljba9S8tLWVERAStrKxoYWHB8PBwxsTEEIBooqlvTDZGH5DkoUOHGBwcTJVKRQsLCz733HM8efKkEP+oFyAaF5aaSV192NjYMDIyku+88w5tbGxoZmbG8PBw3r17V0ijT+/UJa/Jycns06cP1Wq1IDNffPGFKI2+calvAULqf071LUACAwMF/aOLgoICGhsbc8GCBcLiIikpiZ07d6ZSqWTLli35yy+/COmlpqk5FqXodW3qWoAAEP5MTEzo7e3NTz/9lHfu3KkzLw0zZsygra0t1Wo1R4wYwcLCQkZGRlKlUvHtt98med9OhYaG0tLSktbW1nzhhRdEE3x98fp0H0nOnTuXTk5OtLKyYnBwsKDPNZ7ypOgRbXuqi7CwMPbt25crV65kixYtqFQqhcWGBim2b8OGDfTx8RH0VVBQkOh564snyS5duhCA4CGOvD+xr9luDfr0i67+Ie+7pPX29qaxsTHbtGnDmJgYBgcH1+vVT8r8Ror8NnQBQkqz6zWRajel2DIpNuirr76is7MzTUxMGBQUJNSvpqt8fTZGqq2qyZdffsmmTZvy0KFD9PX1pVKppLu7O7ds2VIrbUNswV8ZBfkIT8fK/CUgiaCgIPj5+WHJkiWPrcyrV6/C0dFRCNP88NPJkydFnyRlZP4JvP/++9i1a1e9PzqnwdbWFlOnTsXs2bMfQ83+2nz77beYOnVqvT+MKiWNzNPB0KFDUVhYWOvHFmWePLJdfzg0xBb8lXkqD6HLPB7u3buHs2fPYtGiRcjKypL8C6sPg4SEBPTq1Quffvophg8fjuvXr2PatGkICAgQuRyUkfm7k5OTI3iDehj7pWVkZGSeBLJdfzD+abZAXoD8gzl16hQCAwPRrl07/Pzzz5J8iz8sevbsiQ0bNmDBggWYN28erK2t0bNnTyxYsECnRxUZmb8r/v7+UKvV+OqrrzB48OAnXR0ZGRmZRiHb9Qfjn2YL5C1YMjIyMjIyMjIyMjKPjafODa+MjIyMjIyMjIyMzN8XeQEiIyMjIyMjIyMjI/PYkBcgMjIyMjIyMjIyMjKPDXkBIiMjIyMjIyMjIyPz2JAXIDIyMjIyMjIyMjIyjw15ASIjIyMjIyMjIyMj89iQFyBPCSdPnoRCocChQ4eedFUERo8ejW7duj32clevXg2FQvFYfpV46NCh6Nu3b71p2rdvj0mTJj1QHo8KKWU/yfo1hKdxDPxVsLW1xZw5cwA8nn789ttvYWQk/4yUjIyMjEzjkBcgMjIyelmyZAleeeWVR1qGi4sLli1bhtatWz/Scv7uPIp+PHXqFFq0aCFc9+7dG0uXLn1o+cvIyMjI/LOQX2HJyMjo5dixY4+8DGtra0yYMOGRl/N351H0o/bz9/b2hre390MtQ0ZGRkbmn8NT8QXk2rVrGDt2LFxcXGBqaoq2bdti0aJFojQODg5YtGgR3n33XTRr1gxqtRqDBw/GlStXUFxcDAsLC8ydO1d0T1VVFezt7fHBBx8AAC5duoTw8HA0bdoUJiYm6NChA6Kjo4X0WVlZUCgUOHDgAF544QXY2trCwcEBkydPRlVVlZDu+PHj6N+/P2xtbWFlZYWXXnoJeXl59baxsrISn3zyCTw9PYU2Llu2rM70FRUVePfdd+Hm5gaVSgVXV1dMmzYN5eXljapHTk4OFAoFEhMThbBNmzZBoVCI6pGdnQ2FQoGjR48CAIyMjPDTTz/Bw8ND6LOUlBRR3t999x28vLxgYmICGxsbjBo1ClevXn2gtgHA6dOnERwcDJVKBWdnZ6xbt04Un5SUhB49esDMzAwWFhbo06ePUG8AeP755/H888+L7omOjoZCocCdO3d01i0pKQm+vr4wMTGBh4cHtm3bVmc7aqJQKLBmzRq0bNkSKpUKXbp0wfHjx4X4hj5/4L78fvzxx2jdujVMTU3RrFkzTJw4ESUlJQ0qW5vr169j7NixcHNzg5mZGbp27YqDBw/Wmb5Xr15Yu3Yt1q9fD4VCgbS0NAD6+18Xq1evRvv27WFmZgZbW1uEhYXh0qVLAHRvHVq5ciWaN28OU1NT9O7dW5DPLVu2AADCw8MxbNgwrF27Fh4eHrC0tISfnx9+//33OuugGeexsbEICQmBWq2Gm5sbfvzxRxw5cgQBAQGwsrKCr6+v0J7u3bujX79+tfJ68cUXERQUVGdZGzduROfOnWFpaQlbW1sMGTIEZ8+eFeJDQ0MRFhaGL774Am5ubjA1NYW/v79ojElJUxNd/bh+/Xp4e3vD1NQUXl5eWLt2rRCnT84++eQTjBs3Dnl5eVAoFPj66691bsHSpwfq0+EyMjIyMv8w+BQwaNAgtmrVivHx8czJyeF3331HQ0ND/vTTT0IaFxcXuri4cM2aNayoqGB+fj6dnJz41ltvkSRfeeUVenp6ivL99ddfCYDZ2dksKyujp6cnfXx8GB8fz9OnTzMyMpIAuGPHDpLkmTNnCIA+Pj787bffRHls3ryZJHnx4kVaWVlxwIABzMjI4NGjR9mjRw+2bt2apaWldbZx6tSpNDMz4/r163nmzBkuW7aMSqWSq1evJkmeOHGCAJiYmEiSjIqKor29Pfft28ezZ89y165ddHZ25gcffNDoeri6unLevHnC9YQJE+jq6soRI0YIYStWrKC1tTWrqqo4atQotmzZkv369WNiYiITExPZsWNHtmvXTki/YcMGKhQKzp07lzk5OTx48CA9PT3p5+fH6upqnfXQ17ZVq1bRyMiIvXv35vbt23ns2DGOHDmSRkZGvHTpEkkyJyeHKpWKw4cPZ3p6OtPT0zlkyBBaWloyPz+f5H25GjRokKjs77//ngBYXFxMkgwLC2NISAhJsrCwkE2bNmWfPn2Ynp7Oo0ePMiQkhE2bNuXEiRPrfLZhYWF0cXFhSEgIExISGB8fz/bt27NZs2YsKyuT9Px1sWDBAiqVSm7atImnT59mbGwsXVxcOGXKlAaVXbONVVVV9PPzY+vWrRkXF8fMzExOmjSJKpWKJ06c0FmPwsJC+vn5cfjw4bx+/TorKysl9b82CQkJVCgUXLlyJXNzc5mcnMwePXowKCiIZO0xcOTIEQLg5MmTmZWVxQ0bNtDX15cAuHXrVpLkqFGj6OTkxDfffJN37tzh3bt32a9fP5GMaqMZ5wEBAczKymJlZSVHjhxJS0tL9uvXj3/88QdLS0vZp08fBgYGkiTXrVtHAwMD/vHHH0I+d+7coampKZcvX66znCNHjlChUHDWrFnMysrikSNH2Lt3b/r4+IieX5MmTThhwgTeu3ePBQUF7N+/P93c3FhVVSU5jY2NDaOionT2Y0xMDA0NDfn5558zJSWFX375JRUKhdCH+uSspKSE77zzDl1dXXn9+nXeu3ePixcvpqGhodAOKXpAnw6XkZGRkfnn8FQsQM6cOcNz586Jwjp37iwyTC4uLuzbt68ozWuvvcYuXbqQJA8dOkQAPHr0qBA/YcIEYXKzfft2AmBqaqooj+DgYCFfzcRkzpw5ojTu7u6cMWMGSXLmzJlUq9UsKCgQ4i9evEgDAwNGR0frbN/t27epVCoZGRkpCo+IiGDr1q1J1p40DBs2TJg0asjKymJOTk6j6/HKK6+IJuSenp6Miopis2bNhLBRo0Zx6NChwv+mpqa8ceOGEL969WoC4O3bt0mSvr6+DA0NFZWzf/9+AuChQ4d01kNf21atWkUA3L17txCfm5srWixOnTqVtra2LC8vF9IUFxdTpVIJz6+hC5AffviBAHjq1Ckh/aVLl6hQKPQuQJRKJW/duiWE7du3jwAYGxsr6fnr4s8//2RGRoYobNq0aaLJtb6ytdu4d+9eAuCBAweE9FVVVfTw8GBERESddQkMDOS4ceOEayn9r83SpUtpamoquufKlStMTk4mWXsMTJw4kQ4ODqysrBTSR0VF1VqAWFlZ8e7du0KaDRs2EABLSkp01kMzzhcuXCiE7dixQ5QvSS5ZsoQqlYokeffuXarVai5YsECI37RpE1UqFQsLC3WWc/v2baakpLCiokII27lzJwHw6tWrJO8/GwsLC967d09Ik5SURACMi4uTnKa+BcgzzzzDsLAwUd3ee+89fv311ySlydn777/P5s2bC9faCxApekCfDpeRkZGR+efwVGzBsrCwwDfffAMfHx84OzvD0dERJ06cwK1bt0TpOnbsKLq2trZGQUEBACA4OBjt2rXD999/DwCorq7GTz/9JBycPXbsGExNTeHj4yPKw9/fX9hSIqWc5ORkBAQEoEmTJkK8q6sr3N3da+WjIS0tDeXl5bW2cPTq1Qu5ubk6twMNHjwYcXFxGD58OGJiYlBQUABPT0+0bdu20fUICQnBb7/9BpK4du0acnNzMWHCBNy4cQMXLlwAACQmJuLZZ58V7vHw8ICNjY1wbW9vDwAoLi5GRUUFMjIy0LVrV1E5/v7+Qrt1oa9tGp555hmd5QL3n6efnx+MjY2FNBYWFvDw8KizXH1kZmbC3NwcXl5eQpiLiwtcXFz03tu+fXtYW1sL15ptOdnZ2Y16/sB9z0Z79uxB165d4erqCkdHR6xYsaLWuKivbG2Sk5NhYmKCnj17CmEGBgbo3r17g/qtMf3fp08fKBQK9OjRA6tWrcKFCxfg4OCAgIAAnemzs7MRFBQEQ0NDIezFF1+slU6zdUiDpi80Y7YuPDw8hP+trKwAAJ6enqKw0tJSlJWVwdTUFCNGjBD0CwDExMTgxRdfhFqt1pm/lZUVzp8/j4EDB8Ld3R2Ojo4YN24cAIieYbt27aBSqYRrzdmK3NzcBqWpi2PHjqFLly6isM8++wxTpkwBIF3O6qIheqA+3SojIyMj88/hiS9AKioq0L9/f+zfvx8LFy7EkSNHkJaWhk6dOtVKW3OSoYGk8P/rr7+OjRs3orKyEomJiSgqKkJ4eDgAoKioCBYWFlAoFKL7LS0thUmtlHKKiooQFxcHlUol+jt79iz+/PNPnW0sKioCcN9zTM17Xn31VQDQuQd69OjR2LFjBwoKCjBmzBjY29tj6NChuHbtWqPr0bdvXxQUFCAzMxPx8fHw8fGBra0tunTpgsTERFy4cAEXL14ULUDMzc1FeWj6jyRKSkpQXV0tTN5q9imAWv0qtW26yq5Zrqb92uVqyq6rXH0UFxfrfPYWFhZ679WehGrqXlJS0qjnDwCTJ09GVFQUJk2ahISEBKSlpWH8+PENKluboqIiYUJdsy5r166tU2500Zj+9/DwwOHDh9GqVSvMnDkTLVu2RNeuXXHkyBGd6W/evCnIkoaai2ENup4ZINYNujAxMakVVnOSr51PREQEMjIykJ6ejnv37mHPnj3CM9TF5s2b8fLLLyMwMBB79uxBWloaVqxYUSudtnxpnl9hYWGD0uji7t27KCsrqzWOayJVzuqiIXpAnw6XkZGRkfln8MS9YCUnJyMjI+P/tXeuIVF1axz/H23GydGZTCwNFNMsU8zU0PAKXuLNxIHUAi8VqWEmaRYFmhpoXyWsLCqMshLNyhRTNDJviWh4xbIhRxMpM0UzTbLhOR9kNu65OdqpTr37B/Nhnr32ujxr7cW67f9GQ0MDfHx8GPvY2Bg2bty4rLgOHjyItLQ01NXVoby8nLU6KRaLMT09DSJiTUI+f/6scQVTHWKxGN7e3moHEsqDpcX3AAsvQDs5Oalct7S0hFQqVbGHhoYiNDQUMzMzqKysREpKCuLi4lBeXr6ifJibm8PBwQHNzc3o6upi/O3t7Y2mpiYQEWxtbXX2u1AohL6+PjPAVqD4r82v2sqmC2KxWCVdRdobNmwAsDBpUR7cfP36VWt51MW51CAPUB3sK3Y1jIyMdKp/ZeRyOQoKCnD27FlER0cz9qmpqWWlrYxYLIZAIEBHR4fKtcU7DUuhi//VsW3bNty5cwdyuRxNTU1IT0/Hnj17mBfRFyMQCDA7O8uy6boq/zNwc3ODi4sLSkpK4OrqirVr1yIgIEBj+OvXr8Pf3x/Z2dmMTV37U56wKfy6eFdLlzDqMDQ0hKGhodq6ApbXzjTxI/0ABwcHB8e/k9++AzI3NweAvbLZ0tICmUy27JUxhcpMUVERSktLWauTO3bswNzcnIo6UEtLi8rxBG24u7tDKpXC1tYW9vb2zE9PTw8WFhZq73F2doaBgQE+fvzIusfU1BRmZmZqV2IfP37MHIsSCoXYt28f4uPj0dPTs+J8AAu7IM3Nzaivr4evry+AhQlIQ0ODyvGrpeDxeHB2dkZzczPL3tLSAgAa/bpU2XRBoQK0WDlrcnISr1+/ZtIViUQqk4euri6NcW7ZsgXfvn1DX18fY+vp6dFJpae3t5c1aFOoJzk6Oq6o/uVyOb5//856Lqanp1FeXq7yXGhLWxl3d3fMzc1BLpez8qJQP9LG4nR18b8yra2tTNvQ19eHn58fsrOz8enTJ7U+trOzQ1tbGyvdR48eac3jzyY2NhYlJSUoLi7GgQMHoKenuQudm5tT2bG5e/cuALYve3t7WRMrhbrV4uNguoTRhIuLC+rr61m2lJQUJCcnL6udaeqPV9oPcHBwcHD8e/ntExBnZ2cIBALk5eXh/fv3qKmpQVJSEnbt2oX+/n6VYzlLERcXh8LCQvB4PPj7+zP23bt3w8HBAfHx8Whra8PAwADS0tLQ3t6O1NRUneNPSEjAly9fcOjQIXR2dkIqlSInJweOjo4aj5KIRCIcOXIEWVlZKC4uhkwmw/PnzxEUFMScCVfmwoUL2L9/PxoaGpjwJSUlzNn9leQDWHgP5NmzZ3j16hXzlXNPT09IpVLU1NQsawICAKdOnUJlZSVyc3MxNDSEuro6JCcnw8/PjzkDvtyy6UJiYiJmZ2cRGxuLN2/eoKenB5GRkRCJRIxP3dzc0NbWhu7ubhARqqurUV1drTHOkJAQGBsbIykpCW1tbWhqakJiYiLWr1+/ZH5EIhFiY2PR19eHnp4epKWlwdraGt7e3iuqfz6fj+3bt+PWrVsYGBhAd3c3QkJCEBwcjImJCfT39zNfiteWtjKBgYFwcXFBdHQ06uvrMTg4iKKiIri4uODy5csay2diYoKOjg50dnZifHxcJ/8rU11dDYlEggcPHmBgYACdnZ3Iy8uDtbU1rKysVMJHRETg3bt3yMzMhEwmQ1FRkc47ZD+LqKgojIyMoKysbMkPM3p4eKC2thatra0YGhrC0aNHmd2h9vZ2ZjfExMSEqb+XL1/i9OnTsLOzY9WfLmE0ceLECdTU1CArKwvt7e24ePEiLl26hJ07d+rczkxMTPDhwwc0NjaqlfpeST+gjvz8fJ3KxMHBwcHxh/OLX3pXS1FREVlbW9Pq1avJx8eHuru7qaqqikQiETk6OhLRgoJKeno6676TJ0+Sra0tyyaXy8nY2JgyMjJU0hkeHqbw8HASi8XE5/PJ1dWVysrKmOsKdZza2lrWfW5ubhQbG8v8b29vp4CAADI0NCSRSESenp4sxSZ1zM/PU0ZGBllZWRGPxyNLS0s6duwYoyalrFwzOjpKkZGRZGZmRnw+n6ysrCgxMZGluLOSfExNTdGqVatUZEqdnJxIT0+PpaYUFRVFXl5erHAVFRUEgCW1euPGDbK3tycej0dmZmYUFxfHUudSZqmyKVSwFqsHTU9PEwAqLCxkbE1NTeTl5UUCgYCMjIzon3/+od7eXub6zMwMRUVF0Zo1a8jU1JQiIyOppKSEpeK1WCGKaEF22dHRkXg8HtnZ2VFpaSl5eXlplQoNDQ2lvXv30tWrV8nKyor4fD55eHiwlIWWqn91dHZ2kpubGwkEArK3t6fS0lIaHh4mGxsbMjY2JplMplPaymUcHR2lmJgYMjU1JYFAQFu3bqXc3FyN+SAievLkCZmampJQKKTq6mqd/K/M/Pw8paWlkbW1NfH5fDIzMyOJREJ9fX1EpPoMEBHl5OTQunXryMjIiEJCQqijo4MAUEVFBRHp3kYXo+45r6urIwAkT9ET4QAAAYhJREFUlUoZm0IxbbH6FBFRcHAw+fj4aPUXEdH4+DhJJBIyMjIiCwsLOnfuHMnlcgoKCiIDAwO6d+8ehYWFUWBgIF27do3xi7u7O719+5aJR5cw2lSwiIiuXLlCmzZtIgMDA9q8eTPl5+cz13RpZ0NDQ2Rvb098Pp8yMzNVVLCIlu4HdOnDz5w5oxIvBwcHB8ffx3+I/q43AKuqqiCRSDA4OKj1LDoHB8f/N0SE0dFRmJubM7bGxkb4+vqit7f3t3yJe2xsDDY2NigoKEBERMQPxxceHo7JyUk8ffr0h8JwcHBwcHD8Sfz2I1j/K0ZGRlBRUYHDhw/j+PHj3OSDg+MPp6GhARYWFsjOzoZUKsWLFy+QmpoKd3d3llTyr2BiYgKtra2QSCRwcHBAWFjYL02fg4ODg4Pjb+KvmYAkJCQgJiYGoaGhOH/+/O/ODgcHxw/i5+eH27dv4/79+3B2dkZERATs7Ozw8OFDFTntn83Nmzfh6+sLoVCI0tJSrS+fc3BwcHBwcGjnv/PmxMy+EnuGAAAAAElFTkSuQmCC"}, "created": "2021-09-08T10:41:46-07:00", "created_utc": "2021-09-08T17:41:46+00:00", "updated": "2021-09-08T10:41:46-07:00", "updated_utc": "2021-09-08T17:41:46+00:00", "shot_hash": "6882184d2acaa5b137e3e52a7f9feda2", "slug": "sign-notarize-electron-macos"}, {"path": "electron_testing-electron-playwright.md", "topic": "electron", "title": "Testing Electron apps with Playwright and GitHub Actions", "url": "https://github.com/simonw/til/blob/main/electron/testing-electron-playwright.md", "body": "Yesterday [I figured out (issue 133)](https://github.com/simonw/datasette-app/issues/133) how to use Playwright to run tests against my Electron app, and then execute those tests in CI using GitHub Actions, for my [datasett-app](https://github.com/simonw/datasette-app) repo for my [Datasette Desktop](https://datasette.io/desktop) macOS application.\n\n## Installing @playwright/test\n\nYou need to install the `@playwright/test` package. You can do that like so:\n\n    npm i -D @playwright/test\n\nThis adds it to `devDependencies` in your `package.json`, something like this:\n\n```\n  \"devDependencies\": {\n    \"@playwright/test\": \"^1.23.2\",\n```\n\n## Writing a test\n\nI dropped the following into a `test/spec.mjs` file:\n\n```javascript\nimport { test, expect } from '@playwright/test';\nimport { _electron } from 'playwright';\n\ntest('App launches and quits', async () => {\n  const app = await _electron.launch({args: ['main.js']);\n  const window = await app.firstWindow();\n  await expect(await window.title()).toContain('Loading');\n  await app.close();\n});\n```\nThe `.mjs` extension is necessary in order to use `import`, since it lets Node.js know that this file is a JavaScript module.\n\nThe test can be run using `playwright test`.\n\nI later added it to my `package.json` section like this:\n```json\n  \"scripts\": {\n    \"test\": \"playwright test\"\n  }\n```\nNow I can run the Playwright tests using `npm test`.\n\n## Recording video of the tests\n\nRecording videos of the test runs turns out to be easy: change the `_electron.launch()` line to look like this:\n\n```javascript\n  const app = await _electron.launch({\n    args: ['main.js'],\n    recordVideo: {dir: 'test-videos'}\n  });\n```\nThis creates the videos as `.webm` files in the `test-videos` directory.\n\nThese videos can be opened in Chrome, or can be converted to `mp4` using `ffmpeg` (available on macOS via `brew install ffmpeg`):\n\n    ffmpeg -i bc74c2a51bd91fe6f6cb815e6b99b6c7.webm bc74c2a51bd91fe6f6cb815e6b99b6c7.mp4\n\nConverting to `.mp4` means you can drag and drop them onto a GitHub Issues thread and get an embedded video player. [Here's an example](https://github.com/simonw/datasette-app/issues/133#issuecomment-1182530789) I recorded.\n\n## Custom timeouts\n\nPlaywright has a default 30s timeout on every action it takes. This turned out to be a bit too short for one of my tests, which installs a Python interpreter and a bunch of Python packages and can take 57s. Here's how I fixed that so the test could pass:\n\n```javascript\ntest('App launches and quits', async () => {\n  // This disables the global 30s timeout\n  test.setTimeout(0);\n  const app = await _electron.launch({\n    args: ['main.js'],\n    recordVideo: {dir: 'test-videos'}\n  });\n  const window = await app.firstWindow();\n  // This sets a timeout of 90s for the page to load and the\n  // element with id=\"run-sql-link\" to appear in the DOM:\n  await window.waitForSelector('#run-sql-link', {\n    timeout: 90000\n  });\n  await app.close();\n});\n```\n\n## Running it in GitHub Actions\n\nI'm using the `macos-latest` image in my GitHub Actions workflow. The relevant configuration in my `.github/workflows/test.yml` file looks like this:\n\n```yaml\nname: Test\n\non: push\n\njobs:\n  test:\n    runs-on: macos-latest\n    steps:\n      - uses: actions/checkout@v3\n      - name: Configure Node caching\n        uses: actions/cache@v3\n        env:\n          cache-name: cache-node-modules\n        with:\n          path: ~/.npm\n          key: ${{ runner.os }}-build-${{ env.cache-name }}-${{ hashFiles('**/package-lock.json') }}\n          restore-keys: |\n            ${{ runner.os }}-build-${{ env.cache-name }}-\n            ${{ runner.os }}-build-\n            ${{ runner.os }}-\n      - name: Install Node dependencies\n        run: npm install\n      - name: Run tests\n        run: npm test\n        timeout-minutes: 5\n      - name: Upload test videos\n        uses: actions/upload-artifact@v3\n        with:\n          name: test-videos\n          path: test-videos/\n```\nThis workflow configures NPM caching to avoid downloading everything every time, installs the dependencies, runs the tests, and then uploads the videos at the end.\n\nThose videos end up attached to the workflow run as an artifact that can be downloaded and viewed locally.", "html": "<p>Yesterday <a href=\"https://github.com/simonw/datasette-app/issues/133\">I figured out (issue 133)</a> how to use Playwright to run tests against my Electron app, and then execute those tests in CI using GitHub Actions, for my <a href=\"https://github.com/simonw/datasette-app\">datasett-app</a> repo for my <a href=\"https://datasette.io/desktop\" rel=\"nofollow\">Datasette Desktop</a> macOS application.</p>\n<h2>\n<a id=\"user-content-installing-playwrighttest\" class=\"anchor\" href=\"#installing-playwrighttest\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Installing @playwright/test</h2>\n<p>You need to install the <code>@playwright/test</code> package. You can do that like so:</p>\n<pre><code>npm i -D @playwright/test\n</code></pre>\n<p>This adds it to <code>devDependencies</code> in your <code>package.json</code>, something like this:</p>\n<pre><code>  \"devDependencies\": {\n    \"@playwright/test\": \"^1.23.2\",\n</code></pre>\n<h2>\n<a id=\"user-content-writing-a-test\" class=\"anchor\" href=\"#writing-a-test\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Writing a test</h2>\n<p>I dropped the following into a <code>test/spec.mjs</code> file:</p>\n<div class=\"highlight highlight-source-js\"><pre><span class=\"pl-k\">import</span> <span class=\"pl-kos\">{</span> <span class=\"pl-s1\">test</span><span class=\"pl-kos\">,</span> <span class=\"pl-s1\">expect</span> <span class=\"pl-kos\">}</span> <span class=\"pl-k\">from</span> <span class=\"pl-s\">'@playwright/test'</span><span class=\"pl-kos\">;</span>\n<span class=\"pl-k\">import</span> <span class=\"pl-kos\">{</span> <span class=\"pl-s1\">_electron</span> <span class=\"pl-kos\">}</span> <span class=\"pl-k\">from</span> <span class=\"pl-s\">'playwright'</span><span class=\"pl-kos\">;</span>\n\n<span class=\"pl-en\">test</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">'App launches and quits'</span><span class=\"pl-kos\">,</span> <span class=\"pl-k\">async</span> <span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span> <span class=\"pl-c1\">=&gt;</span> <span class=\"pl-kos\">{</span>\n  <span class=\"pl-k\">const</span> <span class=\"pl-s1\">app</span> <span class=\"pl-c1\">=</span> <span class=\"pl-k\">await</span> <span class=\"pl-s1\">_electron</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">launch</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">{</span><span class=\"pl-c1\">args</span>: <span class=\"pl-kos\">[</span><span class=\"pl-s\">'main.js'</span><span class=\"pl-kos\">]</span><span class=\"pl-kos\"></span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n  <span class=\"pl-k\">const</span> <span class=\"pl-s1\">window</span> <span class=\"pl-c1\">=</span> <span class=\"pl-k\">await</span> <span class=\"pl-s1\">app</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">firstWindow</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n  <span class=\"pl-k\">await</span> <span class=\"pl-en\">expect</span><span class=\"pl-kos\">(</span><span class=\"pl-k\">await</span> <span class=\"pl-s1\">window</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">title</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">toContain</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">'Loading'</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n  <span class=\"pl-k\">await</span> <span class=\"pl-s1\">app</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">close</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n<span class=\"pl-kos\">}</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span></pre></div>\n<p>The <code>.mjs</code> extension is necessary in order to use <code>import</code>, since it lets Node.js know that this file is a JavaScript module.</p>\n<p>The test can be run using <code>playwright test</code>.</p>\n<p>I later added it to my <code>package.json</code> section like this:</p>\n<div class=\"highlight highlight-source-json\"><pre>  <span class=\"pl-ent\">\"scripts\"</span>: {\n    <span class=\"pl-ent\">\"test\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>playwright test<span class=\"pl-pds\">\"</span></span>\n  }</pre></div>\n<p>Now I can run the Playwright tests using <code>npm test</code>.</p>\n<h2>\n<a id=\"user-content-recording-video-of-the-tests\" class=\"anchor\" href=\"#recording-video-of-the-tests\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Recording video of the tests</h2>\n<p>Recording videos of the test runs turns out to be easy: change the <code>_electron.launch()</code> line to look like this:</p>\n<div class=\"highlight highlight-source-js\"><pre>  <span class=\"pl-k\">const</span> <span class=\"pl-s1\">app</span> <span class=\"pl-c1\">=</span> <span class=\"pl-k\">await</span> <span class=\"pl-s1\">_electron</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">launch</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">{</span>\n    <span class=\"pl-c1\">args</span>: <span class=\"pl-kos\">[</span><span class=\"pl-s\">'main.js'</span><span class=\"pl-kos\">]</span><span class=\"pl-kos\">,</span>\n    <span class=\"pl-c1\">recordVideo</span>: <span class=\"pl-kos\">{</span><span class=\"pl-c1\">dir</span>: <span class=\"pl-s\">'test-videos'</span><span class=\"pl-kos\">}</span>\n  <span class=\"pl-kos\">}</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span></pre></div>\n<p>This creates the videos as <code>.webm</code> files in the <code>test-videos</code> directory.</p>\n<p>These videos can be opened in Chrome, or can be converted to <code>mp4</code> using <code>ffmpeg</code> (available on macOS via <code>brew install ffmpeg</code>):</p>\n<pre><code>ffmpeg -i bc74c2a51bd91fe6f6cb815e6b99b6c7.webm bc74c2a51bd91fe6f6cb815e6b99b6c7.mp4\n</code></pre>\n<p>Converting to <code>.mp4</code> means you can drag and drop them onto a GitHub Issues thread and get an embedded video player. <a href=\"https://github.com/simonw/datasette-app/issues/133#issuecomment-1182530789\">Here's an example</a> I recorded.</p>\n<h2>\n<a id=\"user-content-custom-timeouts\" class=\"anchor\" href=\"#custom-timeouts\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Custom timeouts</h2>\n<p>Playwright has a default 30s timeout on every action it takes. This turned out to be a bit too short for one of my tests, which installs a Python interpreter and a bunch of Python packages and can take 57s. Here's how I fixed that so the test could pass:</p>\n<div class=\"highlight highlight-source-js\"><pre><span class=\"pl-en\">test</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">'App launches and quits'</span><span class=\"pl-kos\">,</span> <span class=\"pl-k\">async</span> <span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span> <span class=\"pl-c1\">=&gt;</span> <span class=\"pl-kos\">{</span>\n  <span class=\"pl-c\">// This disables the global 30s timeout</span>\n  <span class=\"pl-s1\">test</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">setTimeout</span><span class=\"pl-kos\">(</span><span class=\"pl-c1\">0</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n  <span class=\"pl-k\">const</span> <span class=\"pl-s1\">app</span> <span class=\"pl-c1\">=</span> <span class=\"pl-k\">await</span> <span class=\"pl-s1\">_electron</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">launch</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">{</span>\n    <span class=\"pl-c1\">args</span>: <span class=\"pl-kos\">[</span><span class=\"pl-s\">'main.js'</span><span class=\"pl-kos\">]</span><span class=\"pl-kos\">,</span>\n    <span class=\"pl-c1\">recordVideo</span>: <span class=\"pl-kos\">{</span><span class=\"pl-c1\">dir</span>: <span class=\"pl-s\">'test-videos'</span><span class=\"pl-kos\">}</span>\n  <span class=\"pl-kos\">}</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n  <span class=\"pl-k\">const</span> <span class=\"pl-s1\">window</span> <span class=\"pl-c1\">=</span> <span class=\"pl-k\">await</span> <span class=\"pl-s1\">app</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">firstWindow</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n  <span class=\"pl-c\">// This sets a timeout of 90s for the page to load and the</span>\n  <span class=\"pl-c\">// element with id=\"run-sql-link\" to appear in the DOM:</span>\n  <span class=\"pl-k\">await</span> <span class=\"pl-s1\">window</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">waitForSelector</span><span class=\"pl-kos\">(</span><span class=\"pl-s\">'#run-sql-link'</span><span class=\"pl-kos\">,</span> <span class=\"pl-kos\">{</span>\n    <span class=\"pl-c1\">timeout</span>: <span class=\"pl-c1\">90000</span>\n  <span class=\"pl-kos\">}</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n  <span class=\"pl-k\">await</span> <span class=\"pl-s1\">app</span><span class=\"pl-kos\">.</span><span class=\"pl-en\">close</span><span class=\"pl-kos\">(</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span>\n<span class=\"pl-kos\">}</span><span class=\"pl-kos\">)</span><span class=\"pl-kos\">;</span></pre></div>\n<h2>\n<a id=\"user-content-running-it-in-github-actions\" class=\"anchor\" href=\"#running-it-in-github-actions\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Running it in GitHub Actions</h2>\n<p>I'm using the <code>macos-latest</code> image in my GitHub Actions workflow. The relevant configuration in my <code>.github/workflows/test.yml</code> file looks like this:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Test</span>\n\n<span class=\"pl-ent\">on</span>: <span class=\"pl-s\">push</span>\n\n<span class=\"pl-ent\">jobs</span>:\n  <span class=\"pl-ent\">test</span>:\n    <span class=\"pl-ent\">runs-on</span>: <span class=\"pl-s\">macos-latest</span>\n    <span class=\"pl-ent\">steps</span>:\n      - <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/checkout@v3</span>\n      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Configure Node caching</span>\n        <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/cache@v3</span>\n        <span class=\"pl-ent\">env</span>:\n          <span class=\"pl-ent\">cache-name</span>: <span class=\"pl-s\">cache-node-modules</span>\n        <span class=\"pl-ent\">with</span>:\n          <span class=\"pl-ent\">path</span>: <span class=\"pl-s\">~/.npm</span>\n          <span class=\"pl-ent\">key</span>: <span class=\"pl-s\">${{ runner.os }}-build-${{ env.cache-name }}-${{ hashFiles('**/package-lock.json') }}</span>\n          <span class=\"pl-ent\">restore-keys</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">            ${{ runner.os }}-build-${{ env.cache-name }}-</span>\n<span class=\"pl-s\">            ${{ runner.os }}-build-</span>\n<span class=\"pl-s\">            ${{ runner.os }}-</span>\n<span class=\"pl-s\"></span>      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Install Node dependencies</span>\n        <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">npm install</span>\n      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Run tests</span>\n        <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">npm test</span>\n        <span class=\"pl-ent\">timeout-minutes</span>: <span class=\"pl-c1\">5</span>\n      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Upload test videos</span>\n        <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/upload-artifact@v3</span>\n        <span class=\"pl-ent\">with</span>:\n          <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">test-videos</span>\n          <span class=\"pl-ent\">path</span>: <span class=\"pl-s\">test-videos/</span></pre></div>\n<p>This workflow configures NPM caching to avoid downloading everything every time, installs the dependencies, runs the tests, and then uploads the videos at the end.</p>\n<p>Those videos end up attached to the workflow run as an artifact that can be downloaded and viewed locally.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-07-13T15:29:19-07:00", "created_utc": "2022-07-13T22:29:19+00:00", "updated": "2022-07-13T15:29:19-07:00", "updated_utc": "2022-07-13T22:29:19+00:00", "shot_hash": "b6eb2943ffaec25569035cc04383de7d", "slug": "testing-electron-playwright"}, {"path": "firefox_search-across-all-resources.md", "topic": "firefox", "title": "Search across all loaded resources in Firefox", "url": "https://github.com/simonw/til/blob/main/firefox/search-across-all-resources.md", "body": "You can search for a string in any resource loaded by a page (including across HTML, JavaScript and CSS) in the Debugger pane by hitting Command+Shift+F.\n\n<img alt=\"Screenshot of search interface\" src=\"https://raw.githubusercontent.com/simonw/til/main/firefox/search-across-all-resources.jpg\" width=\"600\">\n\nThis view doesn't search the body of any JSON assets that were fetched by code, presumably because JSON isn't automatically loaded into memory by the browser.\n\nBut ([thanks, @digitarald](https://twitter.com/digitarald/status/1257748744352567296)) the Network pane DOES let you search for content in assets fetched via Ajax/fetch() etc - though you do have to run the search before you trigger the requests that the search should cover. Again, the shortcut is Command+Shift+F.\n\n<img alt=\"Screenshot of search interface\" src=\"https://raw.githubusercontent.com/simonw/til/main/firefox/search-across-all-resources-2.jpg\" width=\"600\">", "html": "<p>You can search for a string in any resource loaded by a page (including across HTML, JavaScript and CSS) in the Debugger pane by hitting Command+Shift+F.</p>\n<p><a href=\"https://raw.githubusercontent.com/simonw/til/main/firefox/search-across-all-resources.jpg\" target=\"_blank\" rel=\"nofollow\"><img alt=\"Screenshot of search interface\" src=\"https://raw.githubusercontent.com/simonw/til/main/firefox/search-across-all-resources.jpg\" width=\"600\" style=\"max-width:100%;\"></a></p>\n<p>This view doesn't search the body of any JSON assets that were fetched by code, presumably because JSON isn't automatically loaded into memory by the browser.</p>\n<p>But (<a href=\"https://twitter.com/digitarald/status/1257748744352567296\" rel=\"nofollow\">thanks, @digitarald</a>) the Network pane DOES let you search for content in assets fetched via Ajax/fetch() etc - though you do have to run the search before you trigger the requests that the search should cover. Again, the shortcut is Command+Shift+F.</p>\n<p><a href=\"https://raw.githubusercontent.com/simonw/til/main/firefox/search-across-all-resources-2.jpg\" target=\"_blank\" rel=\"nofollow\"><img alt=\"Screenshot of search interface\" src=\"https://raw.githubusercontent.com/simonw/til/main/firefox/search-across-all-resources-2.jpg\" width=\"600\" style=\"max-width:100%;\"></a></p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-05-05T11:38:56-07:00", "created_utc": "2020-05-05T18:38:56+00:00", "updated": "2020-09-20T21:43:17-07:00", "updated_utc": "2020-09-21T04:43:17+00:00", "shot_hash": "0cf1e455f161435a4aea07480c27da89", "slug": "search-across-all-resources"}, {"path": "fly_custom-subdomain-fly.md", "topic": "fly", "title": "Assigning a custom subdomain to a Fly app", "url": "https://github.com/simonw/til/blob/main/fly/custom-subdomain-fly.md", "body": "I deployed an app to [Fly](https://fly.io/) and decided to point a custom subdomain to it.\n\nMy fly app is https://datasette-apache-proxy-demo.fly.dev/\n\nI wanted the URL to be https://datasette-apache-proxy-demo.datasette.io/ (see [issue #1524](https://github.com/simonw/datasette/issues/1524)).\n\nRelevant documentation: [SSL for Custom Domains](https://fly.io/docs/app-guides/custom-domains-with-fly/).\n\n## Assign a CNAME\n\nFirst step was to add a CNAME to my `datasette.io` domain.\n\nI pointed `CNAME` of `datasette-apache-proxy-demo.datasette.io` at `datasette-apache-proxy-demo.fly.dev.` using Vercel DNS:\n\n<img width=\"586\" alt=\"image\" src=\"https://user-images.githubusercontent.com/9599/142740008-942f180b-bedb-4a44-b6ef-1b0e7fd32416.png\">\n\n## Issuing a certificate\n\nFly started serving from `http://datasette-apache-proxy-demo.datasette.io/` as soon as the DNS change propagated. To get `https://` to work I had to run this:\n\n```\n% flyctl certs create datasette-apache-proxy-demo.datasette.io \nYour certificate for datasette-apache-proxy-demo.datasette.io is being issued. Status is Awaiting certificates.\n```\nI could then run this command periodically to see if it had been issued, which happened about 53 seconds later:\n```\napache-proxy % flyctl certs show datasette-apache-proxy-demo.datasette.io\nThe certificate for datasette-apache-proxy-demo.datasette.io has been issued.\n\nHostname                  = datasette-apache-proxy-demo.datasette.io\n\nDNS Provider              = constellix\n\nCertificate Authority     = Let's Encrypt\n\nIssued                    = ecdsa,rsa\n\nAdded to App              = 53 seconds ago\n\nSource                    = fly\n```", "html": "<p>I deployed an app to <a href=\"https://fly.io/\" rel=\"nofollow\">Fly</a> and decided to point a custom subdomain to it.</p>\n<p>My fly app is <a href=\"https://datasette-apache-proxy-demo.fly.dev/\" rel=\"nofollow\">https://datasette-apache-proxy-demo.fly.dev/</a></p>\n<p>I wanted the URL to be <a href=\"https://datasette-apache-proxy-demo.datasette.io/\" rel=\"nofollow\">https://datasette-apache-proxy-demo.datasette.io/</a> (see <a href=\"https://github.com/simonw/datasette/issues/1524\">issue #1524</a>).</p>\n<p>Relevant documentation: <a href=\"https://fly.io/docs/app-guides/custom-domains-with-fly/\" rel=\"nofollow\">SSL for Custom Domains</a>.</p>\n<h2>\n<a id=\"user-content-assign-a-cname\" class=\"anchor\" href=\"#assign-a-cname\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Assign a CNAME</h2>\n<p>First step was to add a CNAME to my <code>datasette.io</code> domain.</p>\n<p>I pointed <code>CNAME</code> of <code>datasette-apache-proxy-demo.datasette.io</code> at <code>datasette-apache-proxy-demo.fly.dev.</code> using Vercel DNS:</p>\n<p><a href=\"https://user-images.githubusercontent.com/9599/142740008-942f180b-bedb-4a44-b6ef-1b0e7fd32416.png\" target=\"_blank\" rel=\"nofollow\"><img width=\"586\" alt=\"image\" src=\"https://user-images.githubusercontent.com/9599/142740008-942f180b-bedb-4a44-b6ef-1b0e7fd32416.png\" style=\"max-width:100%;\"></a></p>\n<h2>\n<a id=\"user-content-issuing-a-certificate\" class=\"anchor\" href=\"#issuing-a-certificate\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Issuing a certificate</h2>\n<p>Fly started serving from <code>http://datasette-apache-proxy-demo.datasette.io/</code> as soon as the DNS change propagated. To get <code>https://</code> to work I had to run this:</p>\n<pre><code>% flyctl certs create datasette-apache-proxy-demo.datasette.io \nYour certificate for datasette-apache-proxy-demo.datasette.io is being issued. Status is Awaiting certificates.\n</code></pre>\n<p>I could then run this command periodically to see if it had been issued, which happened about 53 seconds later:</p>\n<pre><code>apache-proxy % flyctl certs show datasette-apache-proxy-demo.datasette.io\nThe certificate for datasette-apache-proxy-demo.datasette.io has been issued.\n\nHostname                  = datasette-apache-proxy-demo.datasette.io\n\nDNS Provider              = constellix\n\nCertificate Authority     = Let's Encrypt\n\nIssued                    = ecdsa,rsa\n\nAdded to App              = 53 seconds ago\n\nSource                    = fly\n</code></pre>\n", "shot": {"$base64": true, "encoded": 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GGGOMaQ0HIIwxxhhjjDGt4QCEMcYYY4wxpjUcgDDGGGOMMca0hgMQxhhjjDHGmNZwAMIYY4wxxhjTGg5AGGOMMcYYY1rDAQhjjDHGGGNMazgAYYwxxhhjjGkNByCMMcYYY4wxreEAhDHGGGOMMaY1HIAwxhhjjDHGtIYDEMYYY4wxxpjWcADCGGOMMcYY0xoOQBhjjDHGGGNawwEIY4wxxhhjTGs4AGGMMcYYY4xpDQcgjDHGGGOMMa3hAESN/Px8+Pj4wMzMDDNnznzr1s/ePp9//jkMDQ0hkUggkUjQqlWrV0rv4cOHaNSokZCeRCLBzp07qym32hcXF4eWLVvCysoK+/fvf9PZ+ddr2bKlaN/4/PPP33SWGGOMaVGNDUDCwsJE/6A++eQTra37+PHjCAgIQFZWFtauXYuEhAStrbsmrJ+9fb7//ntMmTKl2tKztbVFfHx8taX3pq1fvx5RUVF48uQJ5s+f/6azUyN07twZOjo6ovN0ZZ8zZ84AACIjI+Hq6vqGS8AYY+xN0XvTGSiPn5+faHjfvn1YuXIljI2NX/u6mzZtCl1dXSgUClhZWaFu3bqvfZ01af1vk7S0NGzevBmNGzfG6NGj33R2WA2lerHcokWL17ouIsLKlStRWFiIr7766rWu61VcuHABOTk5aNOmDeLi4gAAVlZW2LRpU5l57927h7lz52o7i4wxxmqoGhmAZGVlwd/fH97e3ggKCgIAZGZmwt/fH5MmTXrt63d1dcXly5dx6dIlvP/++zAxMXnt66xJ63+bLF68GFu2bEHv3r05AFEhkUjedBZqlKlTp8La2hoPHz7E2LFjX+u6Dhw4gPnz50Mmk9XoAAQAjI2Noa+vLwwbGRlhyJAhZebLycnBvHnztJk1xhhjNViNbIK1b98+FBcXw9/fX3THo/RdkdfJ09MTc+bMgZOTk8bLFBQUYOvWrejcuTMUCoXW1/+yTp06hS5duiAmJua1r6smiYmJwbZt2950NmokqVT6ymno6ur+TwUyH3zwAXx9fWFqavra1lFQUIAvv/zytaX/phgbG2Po0KGwsLB401lhjDFWA9TIAMTPzw+DBw+GnZ0dBg8eLIwPDQ3FjRs3yl1u79698PLyQq1atWBkZAR7e3t07NhR9AxFUlISPv74YzRq1AgymQwWFhZwdXXFkiVLAAA///yz6GFciUSClJQU0XoOHjyIfv36wcnJCQYGBqhduzZatWqFRo0aYfLkyRg7dix0dXXx5ZdfitpIt2/fHtu3b4eXlxdkMhn09PTg5OQkarJQ0fpfJj2la9euYdSoUXB1dYWJiQlMTEzQpEkTNG/eHH369IGDgwOaNWtW6bYZPXo0XFxcYGxsDIlEAn19fdjZ2WHIkCEICQmpdHklIsLOnTvRpUsX1KpVC1KpFNbW1nBzcxMeSPXy8hLVg/Lul0KhgI2NTbkPOOfm5mL58uVo3rw5jIyMYGZmBicnJwwYMAAAkJGRgV69eqFNmzZCoHjq1Ckhrfz8fCGtM2fOwMfHB1ZWVtDX14elpSX69u2LU6dOicrTsWNHUX4+/fRTLF26FE2aNIGOjg709fXRrFkz/Pzzz0hJScE333wDb29v1KpVCxYWFhgxYgSePHmiUd1Vtp+/bL2V3j5ffvklmjVrBplMBjMzM3h7e+PQoUNq5w8LC8PgwYNRt25d6Ovro06dOvDy8oKOTvmnmLi4OIwbNw4ODg6QyWQwNzeHl5cXNm7ciOLiYmG+yvZ7HR0d2NvbY9GiRcjKysK2bdswYMAA2NjYwMTEBJ06dSpz3nj48CG6d+8urFsikcDQ0BBOTk7w9fVFamqqMO/s2bOFYEoikaBx48bCtPK2u4uLC3R1dWFgYIC2bdvi/PnzlWxVYPr06bC1tcW9e/cAlAQjynRPnjxZ5XqrSFXKX10OHjyI1q1bVzjPoEGDyjw30rlzZ2G6j4+PsC8MGzas0nVqer767LPPoK+vL6zTwcEBgwYNgp2dHfT19YX9/7fffhOWiY+PR926dUV5HThwINq0aQNTU1NIpVI0aNAA06dP1/jYZoyxtwbVMFevXiUAdO7cOSIiOnv2LAEQPlOmTFG73HfffUcAaOjQoZSQkEC3b9+m//znP6Snp0chISFERPT48WNq0KABGRoaUkBAAKWkpNDJkyfJy8uLfHx8hLQCAgJE60xOThamzZgxQxg/atQounbtGi1YsEAYZ21tTXK5XJh/3rx5wjQjIyNauHAh7d69m0aOHClax59//qnR+l8mvcOHD5Ouri4BIDc3N7p8+TLt2bOHpFKpMH9UVJRG26du3bo0cOBACgoKovT0dPr++++FNMzMzCguLq7SNIqKimjAgAHCckOHDqWLFy9SYGAgdejQgdzc3IR5PTw8hPkmTpwojC8sLBSVd8eOHcK0fv36EQD67rvvKDk5ma5du0ZjxowhY2NjYdkbN25Qjx49hOXbt29PN27coBs3blBxcTEREW3evJkkEgkBoPHjx9P169dp2LBhwjI//vijqFyqebW3t6elS5fS9u3bqVWrVsJ4XV1d6tu3L23cuJFWr15NxsbGwrRx48ZVWnea7OcvW2+q+7alpSX5+flRYGAgrV69moyMjIRp69evF+UpICBA2Jfq1KlDhw4dorCwMPrll1/KXVdISAiZmpoSAHJ3d6dr167Rt99+K8w7cuRI0TpU93sDAwOaMWMG7dy5k4YOHSpaR6tWreibb76hbdu2UZMmTYTxTk5OpFAohPRiYmIIAH3xxRcUGRlJjx49EqXVokULKioqUrt+Jyencre7o6MjrVy5knbu3CkaX7t2bXr69GmF2zY6Olp0LpFKpcI+mZmZ+VL1Vp6qlr8irq6uwnINGjQQTcvJySEdHR3ROUzdcnPmzBHGe3p6CuO9vb3LLNerVy/q1KmTRnmryvlq2bJlomnBwcGUl5dHN2/eJAcHB2Ha9u3bRetQnluV/59SU1MpJyeHvvrqK2F8s2bNKCcnR6M8M8bY26DGBSATJkwgR0dH4SKwuLhYdPI3NTWlrKysMsvVrl2bANDevXtF43v27ClcmK1du5YAUOPGjUXzXL58WRSAnDhxQm0AkJCQIBp///59IiKSy+XC+gHQb7/9JqQ1f/58tRcucrmcbG1thWnz58+vdP0vm55q/e3atUsY/9577wnjZ86cWe42UVWvXj1KTU0VhouLi6lWrVpCOitWrKg0DdULJldXV1HA9ttvv4kCENWLEdUL6aKiIrUXtxEREcK4lJQUYf78/HyysbER5WPw4MHCvL179xZNe/LkCRkYGAjT09LSiIgoOTlZFAA+e/as0rxevnxZlNfAwEBh2qxZs4Tx9evXr7TuNNnPX6beiMQBiOo2ICJasWKF6GK6oKCAiEoCmnr16gnTtmzZotG62rZtK4w/dOiQMN7JyUkYf/LkSWF8eft9fn6+cEEOgBYuXChMO3r0qGj9CQkJwrSYmBhq1qyZqIzXr18Xzf/XX39Vuv6K6jo6OlqU3okTJ6gy69evF+aXyWRlple13spT1fJXRDWQcHBwoLy8POFz6dKlMucwdcupBiD79u0T5SMiIkKYlpycTDo6OuTv769R3qpyvlINQOrWrStKZ926daJpqsGZagCyefNmYXxRURFZW1sL09atW6dRnhlj7G1Qo5pgvXjxAgcOHMD48eOFtuMSiQQfffSRMI/yAfXSsrOzAQDz5s3D7t27kZWVBQAICAiAu7u7sCwA3LlzB2PGjEFERAQAoH379vj1118rzd+tW7dEw/Xq1QNQ0tbdxsZGGH/79u1K09LV1RU93/HgwYNKl3mZ9LKyspCUlFQmzwBgZ2dXpTwDwLFjx0RllUgksLa2FoZfvHhRaRqbN28Wvo8ZMwa6urrCcLdu3fDxxx9rlBd1lNsYAIYMGYLAwEDI5XLIZDLcv39f43SOHz8uNMWytLQUymhvbw9zc3MAJU29/vjjj0rTUm2yA0DUxEt1mibNXjTZz1+HXr16Cd+fP38uNGk6d+6cKN/vv/9+pWklJSWJmr80b95c+P7OO+8I38tr7qVKJpPB3t5eGC6vbgFx/To4OODw4cOi6ar7NaDZvlwRFxcX0fCrHuPVWW+vq/xJSUkwNDQUPh07dqxyGkOHDoWtra0wvG7dOuH7rl27YGlpiQ8++ECjtKrjfAVAVI60tDThf0dF9PT04OXlJQyfPn1ao3UxxtjboEYFIHv37kV+fj6GDx+O/Px84fPhhx+K5lP3MHqnTp0AQOilxtLSEkOGDEFUVJQQzCjnAYA9e/agVatWaNy4MVauXKlR/iwtLUXDz549E74/ffpU+K76z7Miqu3jiUijZaqanomJCQwMDITxqnlWbZesaZ7ffffdMuOq8qDx48ePRYGA6oUTAJiammL69Okap1day5YtUatWLQDAlStX0KtXL9StWxeffvopMjIyNE4nNjZW+K4MOJTq1KkjfI+Ojq40rYqeg6jqPqDJfv46qF7kAxCCWtULMRMTE1hZWVWalmrdAuL6rWrdAuXXb+nxqvVrZGQkuoAHqr/nr4rW/zKqs95eV/ltbGwQHBwsfLZu3VrlNPT19TF16lRheP/+/cL5defOnZg0aZLGnSS86vlKqfT5MTExscrLaboMY4y9DWpUAOLn54fi4mI4OzuLfkVr2bKlaL6wsDCEhYWJxm3ZsgWOjo7CcGFhIX755Rd4eHggICAAAODt7Y3FixeL/gElJCRg3rx56N69e6U9V3l4eIjuMmzcuBGFhYXYtWsXHj9+DABwcnLS+Nc5bZBIJKIA7qeffkJ2djYiIiKEB1sNDAzw6aefVppWXl4e1q1bBx8fH7i6usLe3h42Nja4c+eOxvl5/vy5aLi63+tiamqKPXv2iLoufvbsGTZs2IAWLVqU6VCgPDk5OcJ3PT1xb9Wq3Y6q3nHRBk3289eh9MV0UVERAPEvyIaGhhqlpVq3gLh+tVW3KSkpWLx4MTp16gQXFxfY2tqWOc/UNNVZb6+r/DKZDF5eXsJn6NChL5XOlClTIJPJAJScd7Zu3YqgoCDcvXsXkydP1iiN6jhfKanWL1DSQUBVl9N0GcYYexvUmAAkODgYUVFRWL16tegXNOXn66+/Fs2/ZcsW0bCjoyOioqKwefNmeHt7C0GGXC7HwoULhfmWLl2KsLAwTJs2TfRrbVBQUKXNaXR1dfH777+jVatWAIBly5bBwMAA48aNg4mJCcaMGYOLFy9q5WWJVbFhwwahb/4zZ87AzMwMrVq1Ql5eHrp3744LFy4IZapI//79MWPGDAQEBMDKygq///47wsPD0ahRI43zYmZmJhquyl0JTfXv3x+xsbH4+uuvRc1gHj9+jFWrVmmUhmoAo7zYVjf8OrtkVUfT/by6ld5OymYtqvt6bm6uRmmVfq+Nan1qo27T09Px7rvvYtmyZQgKCkLv3r1x4cIFnD179rWsr7pUV71ps/zm5uZISEgQNf3UhLW1NYYPHy4Mb9q0CVu3bkW/fv3QoEEDjdKojvOVUungT/WOk6bLaboMY4y9DWpMAOLn5wcrKyv4+vqKfkFTfmbPni36B7x//37RL327d++GkZERpk6diosXLyI+Ph6enp4A/nm+4cqVK4iLi0Pr1q2xadMmPHz4EJs2bRIu4jR5DsLZ2Rn29vYYM2YMHjx4gNjYWKSkpCAzMxO7du3SuCmTNpmYmMDd3R0NGzZEeno6YmNjce/ePeTk5ODMmTPw8PCoNI07d+7gzz//FIaXLVuG1q1bw8bGRvQMR2Xq1asnaoNdWVtq1btVmnQxmpKSgj///BO2trZYsmQJbt++jXPnzgnN5zR91qVp06bCd9Vma0DJBZyS6huytUGT/Ryoer1VRvX5BZlMJjRtcXZ2Fsbn5OTg0aNHlaalWreAuH6VdxKB11e3R48eRVpaGoCS952sXr0azs7OGjUfe5Oqq960XX5HR8cqnSOUZsyYIXxPTk7Gnj17MG3aNI2Wra7zlZJq8ynLInJeAAAgAElEQVSJRKLRDzall6usC2LGGHub1IgAJCMjA4cOHcJHH31U5la3kqmpKUaOHCkMZ2dnY//+/cLwhAkTRP+QnZychIeZ69evDwA4efKk6AFoPT09TJs2TXgYWzlfeYgIkyZNwh9//IGEhATo6enB2dkZdnZ2NfqFa9u3b8cXX3yB7OxsPHz4EM7OzmjQoEGVXjZX+i7Aq7ydffz48cL3bdu2CRdD6qg+QKpJ04k7d+5gzpw5onFdunRBnz59AIi3sWoZSv/C369fP6FJUUZGhnABnpCQIDwIbmhoiH79+lWap+qkyX4OVL3eKvP7778L38eMGSPcyerRo4eo6dXPP/9caVr29vZC0AQAN2/eFL5HRkYK39W9Ubs6qO7LBgYGZZrYvUmq+2RhYSHy8vKE4eqqt5pcflWtW7cWPfzdsGFD4TiuTHWerwCI3vvTs2dPje7ovHjxAleuXBGGx4wZ80p5YIyx/yU1IgDZvn078vLyMHbs2ArnK907kp+fn/DchkKhwKBBg3DmzBmkpaUhLCxMCDbmzZsnLLNlyxZ89913iI+Px8OHD7FmzRqkpKTA2dkZgwYNAlD2YVHlcGpqKnbt2gUAuHz5suglVHp6erC3t8f7778v+qdT0YOnqtPK+17ZNE3m+/bbbwGUPHTu5uYmenGWlZUVOnbsKArm1GncuLGo6cL27duRmpqK4ODgKveWs2TJEnh7ewMoeZjZ09MTixcvxpo1a7B8+XJ89NFHQtOFHj16CMsFBQVh/vz58Pf3x4IFC8ote3h4OCZPnozr168jLS0NAQEBOH78OAwNDUXPuvTs2VP4fu3aNcybNw/fffcdgoODUadOHaxevVqYvmjRIkRFRQlvqZZIJFi7dq2oWUV1b091NN3PX6beVD1//hynTp3ClStXsH79emzYsAFAyUWhaqcNtWrVwjfffCMMf/XVV9i0aRN+/fVXzJ07V5RmSkqK0A5+w4YNwkXhDz/8gOvXr+O///0vkpOTAZS8QE71YrM6j6OuXbsKF92ZmZnYt28fHj58WOHLAqv7+CyPt7e38OwDEWH06NFYvXq10PNfVetNnZcpf3lSU1NFPY8VFhYiISGhTADwslTvgkyZMqXCDh1Uver5Kjc3Fzt27MDZs2exbds2rFmzBkBJYL9x48Zyl7tw4QKOHDmCc+fOYeTIkUIAOWfOHLRv316jvDPG2FvhdffzW5kPPvhA6CddX1+fnJ2dRe+FUOrbt6/oxXnKj7m5OSUmJtKMGTPI09OTateuTbq6umRubk5du3alI0eOCGmcP3+eBg0aRI6OjiSTyUhfX5+cnJzos88+o8ePHxMR0bZt20TvfwBKXkqlfDFi6Rf+qftIpVKKiYmhr776inR0dETT2rVrR0REo0ePFo2XSCQ0ZsyYCtf/MukREfn5+VWaZwC0bdu2CrfVzZs3qW/fvmRiYkJSqZQcHR1p6tSp9P777wtpmJiY0P/93/9Vut0LCwvJz8+PunXrRpaWlqSnp0cmJibk5eVFa9asEV4ap1AoaMGCBWRnZ0cSiYQMDQ2pc+fOdPjwYVEf+1KplHbu3ElJSUk0duxYeuedd8jExIR0dXXJxsaGhg0bRuHh4WXysXr1amrYsCHp6emRlZUV9enTRzTfyZMnqXfv3lSnTh3S09MjS0tL8vHxobNnz4rS6dy5c5n6nz9/PmVlZZGVlZVomoGBAf3888/0yy+/lNmnra2tKSMjo9x602Q/f5l6IyK6ffs2rV+/niZOnEienp5Ut25d0tfXJyMjI2rZsiUtX7683JepHTlyhDp37kxmZmZCur1796ZGjRqJyufr6yssExMTQ6NHjyY7OzvS09MjMzMz8vLyIj8/P9FLAyva7/v06SMar6OjQ7NmzaLk5GTR+x4AkLGxMZ05c4aIiI4dO0atW7cmqVRKhoaG1KpVK1q6dKno5YU2NjYUEBBAEydOLLN+W1tbysrKKne7ExHZ29uXOS/4+fmVu22VTpw4QW3atCGpVEqmpqbUrl07OnjwYJXrrSJVKX95hg8fXu65REdHh1atWqV2uYKCAnJ0dBTNr6enR6NHjy4zr1wuJwcHB5JKpcK7eDRV1fOV6ntATExMyM3NjUxNTUlfX58cHBxo6tSponcLKam+B6R58+Zka2tL+vr6ZGpqSh07dqT9+/dXKd+MMfY2kBBVQ/+vb5HU1FS0a9cORIQWLVoI4xUKBcLCwoTnA7777jvRL9JvUlFRET744AOcO3cOXbp0EcYTEeLj4xEfHw8A6Nu372vtSYkxxqqqd+/esLS0xL59+17repYvX45FixYBKGnupWm3uXp6esKd+J07d1Z6J58xxhhQMxv/1lAxMTHo1q0bCgsLERUVVeaB8/j4eDRp0gQAXupBx9chNzcXPXr0QHBwME6ePInevXuLpisUCjg6OiIpKanG5JkxxoCSl78GBgYiODhYq+t92S5zuatdxhjTTI14BuTfYuvWrXj06BGcnZ3V9nalfAGYrq4ufHx8tJ09tc6cOYPg4GBIJBLRixiV0tPThRcSDhw4UNvZY4wxwZo1a7B27Vph+IsvvkCXLl1ED99rw8v2HFcdPc4xxtjbgO+AVEGfPn2wdu1aXL16FZMmTcL7778PMzMzPH/+HIGBgdixYwf09PSwZs2aMl1mvikeHh6wsrJCeno6+vXrhylTpsDW1ha5ubm4du0atm7ditzcXIwaNUrUOxVjjL0Jfn5+aNCgAY4ePYqzZ88iNDRUK+tVfREtEaG4uLjSh95Lv7xWLpe/lrwxxtj/Gn4GpIpCQkKwceNG/PXXX0hJSUFhYSGMjY3RqFEjdOrUCdOmTUOzZs3edDZFHjx4gLVr1yIwMBB3795FdnY2DAwMUK9ePXh4eGD8+PGiHqEYY+xN2LVrF6ZNm4bCwkK4urrip59+Qtu2bV/7eidPnoytW7eKxhkaGuKbb74R9cSlKjY2Fm3bti3z5vn69esjMTGRm7QyxlgFOABhjDHGGGOMaQ0/A8IYY4wxxhjTGg5AGGOMMcYYY1rDAQhjjDHGGGNMazgAYYwxxhhjjGkNByCMMcYYY4wxreEAhDHGGGOMMaY1HIAwxhhjjDHGtIYDEMYYY4wxxpjWcADCGGOMMcYY0xoOQBhjjDHGGGNawwEIY4wxxhhjTGs4AGGMMcYYY4xpDQcgjDHGGGOMMa3hAIQxxhhjjDGmNRyAMMYYY4wxxrSGAxDGGGOMMcaY1nAAwhhjjDHGGNMaDkAYY4wxxhhjWsMBCGOMMcYYY0xrOABhjDHGGGOMaQ0HIIwxxhhjjDGt4QCEMcYYY4wxpjUcgDDGGGOMMca0hgMQxhhjjDHGmNZwAMIYY4wxxhjTGg5AGGOMMcYYY1rDAQhjjDHGGGNMa2pEAPLVV1/BwMCgysv5+vrinXfeqda8bNiwAXp6etWa5st6HeV7W4SHKyCRPC/3M3p0DgBgyJBs9OiR9YZzq97LbP/Dhw9DIpHgyZMn1ZaPIUOGoEePHhXO884778DX1/eV1vPkyRNIJBIcPnz4ldLRlpp0rmCVs7S0xPLly6u8XE06D79sGarbzZs3IZFIcOnSpTedFcbYvxT/92Q1ztChQ+Hj44Nx48a9clpLlxqiffuyu3m9epJXTvttMWXKFBQUFLzpbACo3n3jVXXt2hWbNm2q0jIbN25ESEgIdu7c+Zpy9fr8m/P+v2LVqlVo0aLFK6VRHceQnZ0dNm/ejMaNGwMAbt26BR8fH9y7d++V8sYYe3twAMJqnLCwMPj4+FRLWi1b6qJHD97NX0XPnj3fdBYE1blvvCpXV1e4urpWaZmwsLDXlJvX79+c9/8VY8eOfeU0quMYql27NqZOnSpKkzHGqqJGNMHSxMOHD9GvXz8YGhrCxsYGX3/9dZl50tPTMWbMGDg4OMDIyAheXl44f/68MP3GjRuQSCQ4evQounbtCnNzc1haWuLzzz9HcXFxuevetm0bmjdvDplMBgsLC4waNQppaWkAAG9vb/Tq1avMMoMGDUK7du0AAHK5HF9//TWaNm0KQ0NDNGnSBJs3b65y+UpTKBRYvHgxGjduDENDQ9jb22P69OnIyckR5vnwww8xbNgw7NixAy4uLjA1NYW7uzuuXLlSYdr+/v5o06YNTE1NYWlpiffeew8JCQnC9B9++AEWFhY4ffo0XF1dYWJigkaNGmH37t3CPAMHDsTgwYPx/fffw8HBAYaGhnj33XcRGhpa7nolEgkSExMxfvx41KpVCwBQUFCAuXPnon79+pBKpWjQoAEWLlwIuVxeaR1pKisLMDF5jhUr8kXjFQrA2joDX3yRp3a56toGL7P95XI5fH19Ubt2bZiZmWHkyJF48eJFmfkOHDiAtm3bwsTEBDY2Npg1axby8sTl2bVrF1xdXWFoaIjmzZtjx44dwrTSTbAuX76MVq1aQSaTwcXFBb/88kuZdV6/fh29e/eGpaUlzMzM8MEHH+D+/fuiefz8/IT9okOHDrh161aF5VW3bwAVH5/qaHoeuHz5Mjp16gQjIyOYmJigW7duCAkJEaaXboJVt25drFu3Dp9//jns7e1hbm6OAQMG4NGjRwCALl26YMeOHdi1axckEgnCw8PV5i80NBQ9e/aEpaUlTExM4OHhgTNnzlRYN0DF27B///7o37+/aP69e/dCIpEgOzsbABAUFIROnTqhVq1aMDU1RceOHXHx4sUK815ZHW3evBnW1tY4f/483NzcYGxsDDc3N0RERGDXrl1o0qQJzMzM0K9fP6Snp5dbtuTkZAwbNgx169YVyrdly5YqlQ8oOWZmzZoFS0tLGBsbY9CgQXj69KkwXZPjMCUlBR9++CHq1KkDmUyGFi1aYO/evcL0mJgYSCQSnD59Gt27d4e5uTkcHBywf/9+XLt2DR4eHjAzM0OrVq1EdfX48WOMGTMGdnZ2wv+JdevWidat2gRLWbdXr16Fp6cnzM3N4ejoiO3bt5dbj9V1DKk2wfr6668xduxY3L9/HxKJBGvWrCl3OcYYE1ANsHDhQpLJZBXO0717d6pfvz6dPXuWoqOjafr06WRjY0Ourq5ERKRQKMjd3Z0aN24szOPr60sGBgYUFRVFRERRUVEEgJo0aUJXr14lhUJBx44dIz09Pdq6dSsREa1fv550dXWF9e7evZskEgmtWLGCYmNj6fz589S0aVNyd3en4uJi2rlzJ+no6NCDBw+EZbKzs8nQ0JB+/PFHIiKaOXMmGRkZ0a5duyg+Pp42b95MUqmUfvrpJ43Lp87KlStJKpXSgQMHKC4ujk6fPk12dnY0Y8YMYZ5Ro0ZRvXr1aMqUKZSdnU25ubnUq1cvatasWbnpXrt2jSQSCS1cuJBiYmLo2rVr1LVrV3JzcxPmUdZTr1696OHDh5Sfn0+LFi0iHR0dun37NhERDR48mGrVqkVTp06lvLw8ev78OfXu3ZscHBxIoVCoXXdKSgoBoPXr19PTp0+JiGjChAlUp04dOnDgAN25c4f27t1LpqamNGvWrHLLcOOGnIBn9OuvheXOU5LHLOrePZOIiMaNy6amTTNE08+cKSLgGd2+rT6/1bUNXmb7L1u2jKRSKW3fvp3i4+Np06ZN5ODgQAAoPT2diIh+++03AkALFiyg+Ph4CggIIHt7exo9erSQzuHDh0lXV5f++9//UmhoKK1evZokEgn9/PPPf9fRYOrevTsREWVkZFCdOnWoW7duFBERQSEhIdS9e3eqU6cOTZ8+nYiIkpKSyMzMjPr27UuRkZEUEhJCnTp1osaNG1N+fj4REV28eJEA0OzZsyk2NpYCAgLI3d2dAAjrLU3dvlHZ8amOJueB2NhYMjAwoOHDh1NERARFRETQe++9R6amppScnExEZc8VdnZ2ZGdnR9u3b6eioiJKTk6mevXq0bRp04S6c3d3p+HDh1N6ejrJ5fIyecvLyyMLCwvq378/3bhxg27dukWfffYZGRsbU0pKSrn7QmXb0MfHh3x8fETL7NmzhwBQVlYWZWdnk5mZGU2ZMoWio6Pp1q1bNG3aNDIyMqJnz56pzbsmdbR161aSSqU0fPhwev78OT1//pxcXFzI0dGRxo0bR7m5uZSSkkJWVlY0f/78csvXvXt36tChA127do3u3LlDmzZtIl1dXTp16pRG5SMisrCwoPr169Onn35KISEhdPDgQTIzM6OhQ4eK1lPRcVhQUEBNmzYlNzc3unDhAsXFxdGSJUsIAB09epSIiOLj4wkAeXh4UExMDMnlcho5ciSZmppSr1696MGDB5Sfn0/dunUjT09PYd0+Pj7k5OREFy5coNjYWNq2bRvp6urSr7/+KsxjYWFBy5YtE9Wtj48PJScnU3FxMS1ZsoT09fXL3Veq+xgKCgqinJwc+uyzz6h+/fqUnp5OeXl55W5HxhhT+lcEIMqT5saNG4VxxcXF1KRJE+Efw8mTJwkAnTt3TphHoVCQi4sLTZo0iYj+OWkqT+BKPXv2JG9vbyIqe1HRqlUrGjhwoGj+wMBAAkCXLl2i3NxcMjc3p5UrVwrTDxw4QAYGBpSRkUEvXrwgqVRKS5YsEaUxadIkaty4scblUyc1NZUiIyNF42bPni26sB01ahSZmZlRbm6uMG737t0EgHJyctSm++LFCwoNDaWioiJh3LFjxwgApaWlCfWk/AekVFBQQCYmJrRo0SIiKrlwNTExEf1Dunz5MgGgs2fPql13Xl4eAaAdO3YQEdGTJ09IT0+PfvjhB9F8CxcuJGNjYyooKFCbjjIA8fcvoKwsKvMp/DsuUQ1ALl0qCTZCQv65MJw6NYfatctUuw6i6tkGL7v9nZ2dRRdPREQff/yxKADx8vKizp07i+bZu3cvSSQS4SKxffv2NHjwYNE88+bNozVr1hCROADZt28fAaBbt24J86akpJBEIhECkAULFpC5uTk9f/5cmCcpKYl0dHRo7969Qj5tbGxEF+HKtMsLQErvG0SVH5/qaHIemDlzJllaWlJh4T8BbFZWFhkYGNDy5cuJSH0A0qNHD1GaEyZMoLZt2wrDnp6eNHbsWLX5IiIqLCykyMhIevLkiTAuMzOTANDBgwfLXa6ybVjZBXp0dHSZ47moqIjOnz8vnCdK512TOtq6dSsBoLCwMGGeWbNmEQB6/PixMG7o0KHUu3fvcstnbW1dZntduXKFHj16pFH5iEou3lW3BRHRF198Qfr6+hofh8qA/saNG6J0OnToIGx7ZQCyatUqYfrRo0fL7NsbN24kAwMDYTg+Pp7u3r0rSrdNmzZCAKssg2oAUno/T0pKIgB0/PjxspVI1X8MKfeX+fPnU4MGDdTOyxhj6vwrmmDFxMQAADw8PIRxEolENHz16lXIZDJ07txZGKejowNvb+8yTR3atGkjGnZ1dcWdO3fKrLeoqAiRkZHw8vISjX/33XcBAOHh4TA0NMSIESOwZ88eYfrhw4cxaNAgmJubIzw8HIWFhWWaaXXp0gV37txBdna2RuVTx9LSEidOnICXlxfq168PGxsb+Pn54dmzZ6L5lM2DlGrXrg0AeP78udp0zczMkJiYiH79+sHR0RE2NjZC2+PSaavWpVQqRePGjUV12axZM1EPZ8o28+rqW52IiAjI5XK12yAnJwfx8fEVLj9iRA5MTZ+X+axdm19m3g4d9NCsmQ727Cl54Lq4GPj110KMGyctN/3q2AYvs/0LCwtx586dMvN4enoK34uLixEaGqp23yMiREREAChpv922bVvRPN999x1mzJhRZr3R0dEwNjZG8+bNhXF2dnaws7MThq9evQoPDw9RE4/69evD0dFROBajo6Ph7u4OXV1dtXnXhCbHZ0UqOg+EhYXB3d0d+vr6wnQTExO4uLhUmG7Lli1Fw7Vr1y73OFNHX18fhYWF8PX1RbNmzVCvXj04OzsDKHvsqarKNlSnSZMmcHFxwahRo/Dtt9/i+vXr0NXVRefOnWFkZFTuOjWtIxcXF+G7mZkZLCwsYGVlJRqnrvmg0oABA/DNN99gzpw5OHv2LAoLC+Hp6Ym6detqVD4lb29v0XC7du1QVFSEhIQEjY7DsLAwGBoaws3NTZTOu+++W2mZAaBp06aicfn5+UIHDyYmJli7di3c3Nxga2sLGxsbREVFVbjdAfE+V9m5vbRXPYYYY+xl/SsCkKyskm5SVS/ggJITtlJmZiYKCgpgaGgIAwMD4bNjxw6kpqaWuxwAGBsbIyMjo8x6c3JyUFxcLPzzUDI1NRXla9KkSYiMjERERATy8vJw4sQJjB8/XsgXUNJjjmq+lNMfPXqkUfnU+fTTT7Fs2TL4+vri4sWLCA8Px8cff1xmvtLpKhGR2vEHDx7E0KFD4enpiRMnTiA8PBx+fn5l5pNIJGUuTkrXpbq6BqC2vtVR1l9l26A8K1YYIijItMxnxAiZ2vknTpTB378QcjkQFCRHZibhww/LD0CqYxu8zPbPyckBEVW4TG5uLuRyOZYsWSLa95ycnAAAqampyM3NRUFBgbBdKpOVlaW2LKWPxbNnz4rWaWBggISEBOFYVJdOZft7aZoen+Wp6DyQmZlZJl1l2hWlq65uyjvO1ImPj0e3bt2Qn5+PvXv34vr165U+4FvVbaiOrq4ugoKCMGzYMGzduhXu7u5o2LCh6IeV0qpSRzKZ+HhT1+16RfW0efNmrFixAhcvXkTPnj1hZWWFBQsWVPk5MHNzc9Gwss5ycnI0/j9jYmICiUTci54mZQbKL3dRURF69+6NwMBArFq1CteuXUN4eDhat25daZleZZ971WOIMcZe1r+ieyDlP4nSv5CpXsSam5vDwMAAN27cKLO86q+sQNmTamZmpvDLUen16urqChfBqvMr1wkA7u7uaN26NQ4dOoQ2bdqgTp066N69u2ievXv3qu0+sX79+rh7926l5StNoVBg+/bt+OqrrzB69GhhfEW/Impq69at6NatG5YtWyaMK/3QMlDyTy4nJ0d04ZOZmYkGDRoIw+rqGoDa+lZHWX+VbYPyNGumi44dNd/Nx46V4csv83DunBzHjhVi0CApzM3Vd9lbXdtAk/27NGXgV9EyRkZG0NfXx4wZMzBx4sQyadStWxdGRkYwMjIqU78V5VXdvKWPxY4dO6oNWpUXNsbGxlUqb3l50eT4LE9F5wFzc3O15czMzIStrW2V8lkVBw8ehFwuh7+/v3CxmpSUVOEymmxDiURS5qK09DFtZWWFlStXYuXKlYiOjsaqVaswZswYNG/eHO7u7mXS1GYdKffjGTNmIC0tDbt378bChQthbW2N2bNna1Q+AKLOIQAID6ibmJho/H8mKysLRCQKQjIzMyvd3ypy9epVREZG4uLFi6K7NOnp6WjUqNFLp1uZVz2GGGPsZf0r7oAob2Wr3g4uKioS9XDl4eGB/Px8KBQKNG3aVPgoeyZSdeHCBdFwaGio6Na4kr6+Ptzc3HD58mXR+ODgYAAQNXmYOHEiDh06hIMHD2LMmDHQ0SmpWjc3N8hkMjx+/FiUL2UTBGVPQpWVrzSFQgG5XA4LCwthXFZWFo4dO1alX1zVyc/PF6ULAPv27QNQ9pc11brMzs5GbGysqC5v3rwpakKg7AFLXX2rUq7Hzc0Nenp6areBubm50DylulhaSvDee/rw9y/A4cOFGD9e/Z0SoPq2wctsf5lMhoYNG5ZpIhEYGCh819HRgbu7O+7duyfa9xwdHSGVSoWL7datW5c5JmbOnKm2+Y6LiwsKCwsRHR0tjIuKihJ6egJKjsX4+Hg4OTmJ1qujo4N69eoJ6URGRop6nVLNe0WUdVuV41Odis4Dyt7aCgsLhekZGRm4fft2pelqmn918vPzYWxsLPqlXNnDUkXLVbYNzczMygR4yiZ4AJCYmIijR48Kw82bN8ePP/4IXV1d3Lx5U23eX2cdqXrx4gX27duHoqIiACWB89y5c9GuXTtERUVpVD6l0i/OCwkJgUwmg5OTk0bH4bvvvov8/Hxcv35dlE5wcPArlTk/v6RJqOq5JDg4GImJia98Plenuo4hdWkyxpgm/hUBSIMGDdCuXTt88803OH36NMLDwzF58mRIpf80jenRowdat26N0aNH48KFC7h37x78/f3RunVrbNy4UZTesWPHcODAASQmJuKHH35AcHCw0CSqtM8//xzHjx/H6tWrcf/+fZw7dw4zZsxA586dhXayADBq1Cg8ePAAv/32m+gFT2ZmZpg8eTKWLFmCgwcPIjExEefPn0fPnj2F5yo0KV9pUqkUrVq1wq5du3D37l1ERkaif//+6NevH549e4bY2NiX7qbW09MTgYGBuHr1Ku7fv49p06YJv2iGhoYKvyzq6enh22+/xaVLlxAXF4dPPvlEqAul2rVrY+LEiYiOjkZYWBjmzZsHZ2dndOzYUe26DQwMYGhoiAsXLiA8PBympqaYMGECvvnmGxw9ehRJSUnYvXs3Nm7ciJkzZ76WN1FPmiTDnj2F0NeXoFu38tOvrm3wMtsfAEaMGIGjR49i69atuHnzJlatWlXmDuDcuXNx5MgRfPvtt4iLi0N4eDg++ugjdOjQQbgDMGvWLJw+fRpLlixBaGgo1q9fjw0bNpRpFw6UdHdqamoKX19fhISE4NKlS/jkk09EbfGnTp2K7OxsjBs3DuHh4YiPj8fy5cvh6uqKa9euCXlPS0vD7NmzERUVhSNHjmDXrl0Vlrf0vlFUVKTx8alOReeBTz75BLm5uZg4cSLi4uIQFRWFkSNHwszM7JXexVC7dm3cuHED4eHhou5flTw9PZGeni40Hd20aROuXbsGa2trRERElHuXo7Jt6O7ujpCQEERGRoKIcPLkSZw8eVJYPikpCYMHD8aqVasQGxuLuLg4LF++HDo6OkJ34qXz/rrqqDQdHR1Mnz4dkydPRnh4OBITE+Hv74+wsDDhmb/KyqeUmJiI5cuX4+7duwgMDMSPP/6IIUOGwD/jtX4AACAASURBVNDQUKPjsG/fvmjevDk+/vhjhISE4O7du/jyyy8RGhqK2bNnv3QZ3dzcYGBggHXr1iE1NRWnT5+Gr68vevXqhdjYWDx+/Pil01ZV3ceQUu3atfHo0SMEBQUJ3W1PmjQJn332WbXkmzH2P0hrj7tXQJNueBMTE6l79+4kk8nI2tqaFi9eTAsXLhT1NpSWlkYfffQRWVhYkIGBATVr1oxWr14tTFf23HHo0CHy8fEhIyMjsrCwEHpsISrbsw0R0U8//URNmzYlfX19srKyokmTJol6+FHq16+f0IuOqqKiIlq0aBE5ODiQvr4+1a9fn6ZPn04vXryoUvlKCw8PJ3d3dzIwMKCmTZvS4cOHKTk5mRwdHcnU1JQSExNp1KhR1KFDB9Fyv//+OwEQekEq7enTpzRw4EAyMTGhevXq0ddff00KhYJ69uxJMpmM9u/fT+vXryc9PT26fPkytWnThqRSKTVq1Ij++OMPIZ3BgwdTjx49aMuWLdSwYUOSSqXk4eFBCQkJ5ZaJiGjp0qXCtnn+/DkVFBTQnDlzyNbWlvT09KhRo0a0YsWKcruIJHq5bniVFAoiU9NntGhRbjlL/aO6tsHLbP/8/HyaNGkSmZmZkYmJCX344Yd0+PBhUW9lRET79++nli1bklQqJSsrKxo4cCDFxMSI0tq8eTM1btyYZDIZNWnShDZt2qRSR//0gkVEdObMGXJ1dSV9fX1ydnamw4cPU4cOHUS99YSGhlL37t3JyMiIzMzMqH379hQQECBa5w8//EC2trYkk8moXbt2dOPGjUp7eyq9bxBpfnwqaXIeICK6dOkSdejQgQwMDMjExIT69OlDN2/eFKar6wVr4cKFojTmzJlDTk5OwnBAQABZWFiQsbExnTx5Um3+5s6dS5aWlmRubk4jRoygjIwMWrJkCRkYGNAnn3xSbrkq2oY5OTk0atQoqlWrFllYWNDIkSPp0KFDBEA4D+3evZvc3NyEbdauXTvR8awu75XVkbKnJtUe9ZYsWUJ2dnaivE+cOFHUJW1pV69epW7dupG5ublwbv/++++rVD4zMzNatWoV+fr6Up06dcjIyIiGDBki2lc0OQ6Tk5NpyJAhZG5uTlKplNq0aUO//fabMF3ZC1ZgYKAw7ty5cwSA4uPjhXHKXrqUvQT6+/tTw4YNydDQkLy9vSkyMpJOnDhBZmZmQi9c6nrBUq3brKwsAkB79uwpty6r8xhS9oJ1//59atq0KUmlUlq8eDERlfSapnreYIwxVRKit+e+6c2bN9GiRQsEBQWV+wv8y0pPTxdeAjV06NBqTbsm2rBhA2bOnFnhL/xDhgxBRkaGRi9Rq0lOnCjCwIHZuHevFmxt1T//wf69Xud5gDHGGGOV+1c0warJnj17hqtXr2LgwIFo3rw5Bg8e/Kaz9NabOzcPEsnzKn0A4MEDwu+/F2HChBx89pmBEHxIJM/Rrp1mD2kzxhhjjLGKcQDyinbs2IFOnTrB2NgYhw8fFh4+Z2/OypWGIKpdpQ8ATJ2ag48+ysF770nxn//807UlUW0EB5ftbpQxxhhjjFXdW9UEizHGGGOMMfZm8c/1jDHGGGOMMa3hAIQxxhhjjDGmNRyAMMYYY4wxxrSGAxDGGGOMMcaY1nAAwhhjjDHGGNOa/2fvzsObqPb/gb8nTZN0B1oKFFpWoQUBodAW2WSTCyKoICA7AsommyIoCNwLLldFvHJBAb8iiwKKIiCbhctSuAgUKAWKZbEsKqvZ92Ty+f0xJOm0KQ2LBe7v83qePE+TzJw558yZmfPJnDnlAIQxxhhjjDFWZjgAYYwxxhhjjJUZDkAYY4wxxhhjZYYDEMYYY4wxxliZ4QCEMcYYY4wxVmY4AGGMMcYYY4yVGQ5AGGOMMcYYY2WGAxDGGGOMMcZYmeEAhDHGGGOMMVZmOABhjDHGGGOMlRkOQBhjjDHGGGNlhgMQxhhjjDHGWJnhAIQxxhhjjDFWZjgAYYwxxhhjjJUZDkAYY4wxxhhjZYYDEMYYY4wxxliZ4QCEMcYYY4wxVmYeiADkmWeegSAIeP/99wN+f+3aNYSGhkIQBLjd7jveTmZmJmrVqgW1Wo3Dhw+jV69e6Nix4x2ndz/dbd4HDLCgVSvTPczRvbdggQONGxt974mASpX0WLfOFXD5GzcIgqDD2rWBv2dl72FoZ/fbo48aMXas9X5nIyBRBHr3NiMyUofnnjPjxAkRgqDD3r13fh4u7K88Zp9/3ozx4x/MemWMsf/fPRABCACEh4dj+fLlAb9btWoVlErlXW9jzpw5qFChAn7++WckJyffdXr308svv4wJEyb8pds4eVJEjRoG2WfPP2/Gl186/9Ltem3f7kLHjqG+97m5Iv78k9Cu3d23Ba9AZSwr8fF6nD/v8b0vy7plLBh79rjx7bcuzJ0bjrlzw+93doLm8QA7d7pl5w/GGGMPjgcmAGnZsiVOnjyJI0eOFPtu5cqVaNas2V1vQ6vVIiMjA02aNEFERMRdp3c/derUCd26dftLt3H4sBjUZ38FUfR2IPzBRmamC6mpIShXTrhn2ymr8hR18aIH16/TA5EXxkqi1UpttGdPFWrWfGAuF6U6ckSEwUB44gkOQBhj7EH0wFxRqlSpgsaNGxe7C5Kfn4/s7Gw8+eSTvs/eeustxMTEwGazyZb917/+hbCwMOj1etnnbrcbgiDgxIkTWLBgAQRBwM8//+z73mQyITIyEu+8845sPVEUER8fjzfeeCNgnkVRxIwZM1CnTh2EhYWhWrVqGDNmDCwWi2+ZmJgY/POf/8TQoUMRHx+P8PBwPPPMM7hx48ZtLVNU0SFYWVlZaNOmDcqVK4eoqCi0atUKe/bsKXF9AFAqgXXrXKhXzwC1WoeGDY3IzpY6wbNm2TB4sAUXLnggCDp8/LEDgqBDQYEHQ4daUK6cVMc9epjRs6cZH35oR1KSAWFhOjRr5k9HypsbbdqYUK6cHlFROrRqZcKePf4hHFOn2qBU6mR5O3jQDauV0KaNvwORmSm/I7JokcO3zZYtTTh5Ut6BF0Vgxgwb6tSRlqlWTY8xY6zw7p5AZQSA7GwRnTqZEBenR2SkDmlpRmzf7s+vywW89poNSUkGaDQ6JCbqMWmSFc5CNy+OHBHRubOURnS0NHzlwgXpbseuXW5Ury7ddalZ04BnnjEHrFsAWL3aiebNjYiM1KFyZT0mTrSiSLMPaNUqJ5o2NSIqSoe4OD26dzfj3Dn/3ZZ58+yIjdXjp5/caNDAgMhIHWrWNGD5cn8hSqs/r2XLnGjQQFqmfn0Dli6V38W5VTu7m3IG0/aef96MPn0smDHDhshIHX78URrqs2+f1CbDw3WIjNShfXsTDh2S1nO5gEaNjOjVyyzb3t/+ZkLTpkb89JMbgqDDf/8rH4Z07Jg0PGnbtpKHE+3b58ZjjxmhVutQr54B331XfNnr1wmDBlmQlGRAeLgOGRlG7Nrl39annzoQH6/Hrl1uNG5sRESEDo0bG3HsmIhly5yoW9eA6GgdunY1y4JchwOYPNmGxEQ9VCodqlc3YNo0G0oa1Tp9us1XBxUr6vG3v8mH0r31lg0xMbpi++lf/3IgLEwHvV4eYAOlH7PArY+dadOkbTqL3Ch8/307NBodjEZpm5mZLqSlKREVFbhsjDHG7jN6APTo0YP69+9Pb7/9NsXHx5PL5fJ9N23aNGrYsCF9++23BIBcLhcVFBSQIAi0evVqWTqtWrWivn37BtzG9evXKTk5mYYNG0bXr18nl8tFPXv2pA4dOhAR0ZAhQyg5OVm2zvbt2wkA/fLLLwHT/OCDD0ilUtHq1avp9OnT9NNPP1HVqlVp/PjxvmViY2OpQoUK9OWXX5IoivTLL79QYmIi9e/f/7aWKapw3s1mM0VHR9PLL79MeXl5dPLkSRo1ahSFh4eTVqsNuH7//maqWVNPTz5ppKwsF2VluahRIwOlpOiJiMhiIRo3zkKJiXq6ft1DNhvRb795CNDS/Pl2+vNPz818mKhcOR2NHGkhm41Ip/NQ585GSkrSkygSmc1E0dFaevllC+XliXTypJtGjbJQeLiWtFopjS+/dFD37iZZ/v7xDxu1aWP0vbfbicLDtfSf/0htY88eFwFamjTJSvn5Im3e7KTUVAMBWvr2W+fN/WMjlUpLq1c76PRpkX76yUVVq+po/HhLiWW02YhiY3XUrZuJjh5108mTbho3zkIREVr67Tcpv7Nn2yg+Xkfbtrno3DmRNm1yUkKCjt54w0pERBcvihQdraUuXUyUm+umQ4fc1KaNkerU0ZPdTuR0Eq1Z4yBAS0eOuMloDFy3P/zgJEBLU6da6cwZqYzVqulowABzie2CiOjgQTcJgpamTbPSqVMiHTzopnbtjNS4scG3zPz5dgoJ0dKTTxrpjz88ZLcTvfWWlRQKLf3yixhU/RERrV3rpJAQLb3/vo2ys9300Uc2EgT/Piitnd1NOUtre0RE/fqZKTlZT926mWj3bhfduOGh/HyRNBot9e1rpmPH3HTsmJu6dzdRVJSWLl2SVjx0yE0hIVraulUqx3ffOSk0VEs5OW7yeIhq1dLTyJEWWX6mT7dS1ao637aL0us9VKGCjtq3N9KxY1K76NDBSBUq6GjMGCktUSRKTTVQnTp62rHDRXl5Io0dayGNRkvHj7uJiGjJEjupVFL+dToP6XQeqldPT7Vq6WnIEDNZrVJ7qlhRR1OmWH3bf/FFM1WooKPVqx109qxIK1c6KCpKSxMnWgLm12Ih+uILqZ3m54tkMHjo+HE3AVrKynJRQYFIgiC1j8JatTJS377F910wx2xpx05urrT9zZudsrSbNzfQc8/5zyHt2xtpxgwrMcYYezA9UAFIQUEBAaCNGzcSEZHH46GaNWvSO++8IwtAiIg6duxITz31lC+Ny5cvk0KhoG3btpW4nQYNGtCYMWN87wt34vfu3UsA6NChQ77vR44cSS1atCgxvcuXL1Nubq7ss0mTJlFKSorvfWxsrG8bXm+//TZpNBoym81BL1NU4bzn5eURAMrKyvJ973K5aNeuXWSxBO5c9O9vprAwLd244fF99vnndgK0ZDBIn02ZYqXq1f0dRZuNCNDS0qX+DkfPniaKjNSSzeZPe98+qaPh7UB5Oyz+vBHt2uWiErJGREStWxvpH//wJ7pjh4vCwrRkt0vvR4ywUOXKOnK7/et89ZVD1pm5fNlDubnuwsnSpElWWee3aBmdTqmTU7hejEap3GvWSOXu3dtMHTr4gyMiolOnRMrPl3qeU6daKSZGRzqdP42LF0VSKLS0cqWUxpYtUqe7oEBaJ1DdZmQYqG1b+XZWrnSQIPg7yoEYDB7KznZToTieNmyQtnf1qpSn+fPtxfaLw0EUGamlt96yBl1/jz9upJ495cHj669b6eOPpR0VTDu703KW1va82w8N1fqCOiKiCRMsFBenI2ehPqzJRKTRaGnOHH9ikydb6ZFH9KTTeah6db2sQztnjo3Kl9eRo1DfOyVF7wtCA/G2z5Mn/XX6228eEgStLwDZulXaTzt3+veLKBLVq6en4cOlZZYskerv8GF/OhMnWgjQ0rVr/nI+/7yJOneW6vXGDQ8plVqaN88uy9O0aVaKiNDKylHYt99K+bl+XUq3cABCRNSxo5Geesq//y9f9pBCoaVt21zF0grmmA3m2ElJ0dOIEf6Tx4UL0jlm7VopDauVSK3W0p49xfPAGGPswfDADMECgBo1auDxxx/3DcPau3cvCgoK0Ldv32LLDh8+HNu2bcO1a9cAAN999x0SEhLueGaoli1bIiUlBStWrAAAeDwerFu3DkOGDClxnbi4OGzZsgUZGRlITExE5cqVsWjRImi1WtlyTZs2lb1v0KAB7HY7fv/999tapiR169ZFvXr10L9/f7z33ns4cuQIQkJC0LZtW4SHl/zgaL16IYiN9T9PER8vNQfTbU5alJISAo2mcN5DAABnz4qoW1eBevUU6N/fgvfes+PIEREhIUDbtkqUlDWzGfj55+LPf7RurYRaLb3PyxORmqpESIh/vfR0+cPpcXECtmxxISPDiMREPSpX1mPRIrtvXHsgoaGA0wmMHWtFSooBVaro8cgj0pAo73pPPx2KHTvc6NvXgrVrXdDpCMnJCtStK9XfgQNupKXJn1VJTFSgVi0FcnKCe87D45GGgj35pHwM+xNPhIJIGu4DAHo9+V7e4SfR0QIKCjzo2tWEWrUMqFxZj8GDLbIyeDVt6q8zlQqoUycEZ896gq6/w4fdaN5cXu///GcYxo9X+97fqp0FU063W15Oa6GJjW7V9gpvv0IF//YPHxaRmhqC0EKbjIyUlsvJ8Y9H+sc/wiAIQHq6EdHRAqZNC/N9N3SoGkYjYdMmaQjVyZMiTp3yYMgQqdxmszzPHo/UZiMigPr1/Y22alUBVav683bggAi1Wjo+vBQKoHXrUFnevOXyio4WEBsroGJFQfaZwSDtK289ZmSEyNJo1kwJiwU4c+bOnj8aPlyNbdtcuHZN2s533zmRkCDIjl2vYI7ZYI6dPn3UWL/eCc/NEYXffedEdDTw1FPSDt2zx4XQUCAj495NVsEYY+zeeqACEADo168fNm7cCIPBgK+++goZGRmoWbNmseWeffZZlCtXDqtWrQIArF27FoMGDYJCcedFGjZsGFatWgW3242srCwYjUb06dOnxOVfeeUVzJ49G2PHjsWePXuQk5ODESNGFFsuMjJS9t77AHzhZ1WCWaYkISEhyMrKQu/evbFkyRKkpqaiRo0avmCqJBER8oe5hZtviUruoAcSGSlPx5uuXk8ICQGysqLRu7cKS5Y4kJpqRI0aBqxYUfJsT7t3uxAWBlnHtuiMWCYTISxMvl7RfLzyihWzZ9swdqwGe/ZEIycnBiNGqHErZ8540L69EXY7YeXKSBw5EoPDh2NkywwYoML69ZHQ6TwYONCM+Hg9evUy+zphRiNhxw43NBqd7HXunAeXL3sCbbYYqxVwu4GZM22yNGrXltrD5cse2O1A+fJ636tRI2nK4jVrnHj+eTPS05XYsiUKOTkxWLSoeLQnCCgWBEZECL6x+6XVn9UqPVdQtB0Vdat2Fkw5t293yco5erT/IZRbtT2vmBj5MkYjITq6eJ6jogSYTP71NBpg4EA1Tp/2YOBAFVQq/7IJCQK6dAnF8uXSc0Nr17rw+ONKXxDasaNRlueLFz0322zx7RYug9FIcDiAsDB521m61FGs7aiLNOXCgZiX91AuHJwWLTMAWblvx7PPqlCunIBVq6Tjee1aJwYNUiPQaTiYYzaYY6dPHxWuXSPs2+e+uU0XnntO5Sv/9u1utGkTKgswGWOMPVgeuJ+IevfujQkTJuD777/H2rVrMWPGjIDLqVQqDBgwAN988w1eeOEFZGVlYfHixXe17cGDB+PNN9/Ezp07sWHDBjz77LOIiYkJuKwoivjiiy8wffp0DBgwwPe5wVB8SldTkVsKRqPUUSxfvvxtLXMrFStWxAcffIAPPvgAeXl5mDt3LgYNGoT69esjNTU1qDTuVNHOi7ezU768cDNvAj74IAwffBCGvDwRc+faMWiQBfXrhyA1NaRYepmZLjzxRCi8My9rtYQjR0QsXuzvUURE+H/d9Src6RRF4IsvHJg+PQwDBvh7jkXXKWrNGifcbmDVqkhfh+bixeJBQ/fuoejePRQWC7BpkxMTJlgxfLgFGzZEIiZGQKtWSixaVHymNW+HrzTh4dLdmPHjNRg2rHjQVKmSALUayMryP2Wr0UhpL1niQPv2Ssye7e/tBXqgmwiwWIDCE8IZjYTq1RVB1V94uPTy7u87EUw5BUFezkqV/L3b0tpeIDExQsA8G42EhAR/e/zjD8KHH9rRtWso3n3XjoED1ahc2Z/u8OFq9OljhskkdbzHjfPnf/HiCNk2qlRRICIi8HaLBksaDXD0aPHzTkjxQyVo3iCs6Pa972Ni7uyHG5VKCsi/+caJF15QISvLjcWLA88wWNox681nacdOcrICjRqFYN06J2rXDsH+/W7MnOlvH5mZLgwerCq2PmOMsQfHA3cHpGLFiujUqRP++c9/QqfToXfv3iUuO3z4cOzfvx/z5s1DRkYGHnnkkbvadlxcHLp3745Vq1Zh7dq1GDp0aInLiqIIt9uN2NhY32cmkwkbNmwodgdh9+7dsvfZ2dmIiIhAYmLibS1TkoKCAqxfv973vn79+vjss88QEhKCEydOlLr+rQS6GVL0sxMnRNmwHO8sRMnJISgo8GD9ev9MP/Xrh+CzzyIQEiKtF0jR2a527HChQgUBjz3m74HVq6dAbq7oG4bhXc9LFKVf1gsP/TGZgA0bXMXyX/i93U6IiBBkvyavXOmULbd+vcv3/zsiIoDevVUYMUKN48el8qSlKXHmjIjatRVITva/FAqgShV5x7ikvCgUQGpqCM6fF2Vp1KqlgEoldbAFAWjVSul7NWsWcrMM8nIDwFdfOQJub/duf52ZzUB+vojk5JCg669JE6UsDQCYMMEa9D+AC6ac5coJsnI+8oj/tHWrtleSZs2UyM4WZTMp6fWEX34R0by5f73Roy1o0iQEGzdGIjk5BKNGyaf/euqpUFSoIOC992w4d05Enz7+Tm+jRiGyPKvV0pApp1MaiuR1/LiIK1f8+U9LC4HdDogiyeojLAyoVu3OT9eNG4dAqYTvroHX/v1uxMQIsjq9XcOHq7F/vxvz5tmRkaEsMa3Sjlkg+GOnTx8VNm1yYcMGJ+LjBXToIP1acf06ITdX5P//wRhjD7gHLgABpGFY+fn5aNeuHSpXrlzicg0aNEB6ejo+/PDDWz6rcTuGDx+OFStWIDQ0FO3bty9xOZVKhcceewzLli3Dr7/+itzcXHTr1g1du3aFVqtFfn6+77+2//HHH5g1axZ+/fVXbNq0CQsXLkTfvn2hKdTLDWaZkly8eBE9e/bE3LlzkZ+fj9OnT2POnDlQKBRo0aLFHddF+fICrlzxICvLjQsXPNBogLAwqdOakyPC5fIvN2yYBXl5Ig4fFvH661Y88ogCrVopcfGiBz17mjF3rh35+R6cPu3BnDk2KBRAixZSp2HFCid69pSm+7x8mZCX55F1ILZvd6N9+1Df0B0AeOEFNa5eJUyaZMXx4yK+/96FZcschfYP8NhjIVi2zIFff/UgN1dEt24mdO0aCq2WkJ/vgdtdvIzp6Upcv05YutSJy5cJCxc6cPCgG/HxAo4dE2E0Ej7+2I4+fczYs8eNggIPdu1y45tvnL5x+yNHqmE2E4YMsSAnR8SZMx7MmWNHgwYGHDzovlln0qG3aZMLeXliwLqdPDkM33/vwnvv2XH6tAc5OSIGDrSgZUvjLZ/TSU9XIjPTjQMHRFy44MGoUVYkJEjby852++6GKJXAe+/ZsXevG6dPe3xDm/r3VwVdfxMnavDTT27MnGlDdraI+fMd+Pe/Hbc1/v5OyynVY8ltrySjR6thtRKGDbPg9GkPjh8X0a+fBdHRAgYPlu5irFnjxJYtLnz6aQQUCuCzz8Lx448urFnjj1qUSmDwYDXef9+O555TBRzWVVi3bqGIipKeLzp0SMTevW6MHm1FpUr+9Tp2DEWTJiEYMMCC3bvdOH/eg1WrnGjSxIgFC+xB1GZgFSoIePFFNd5914716124eNGD5cudWLDAjgkT1L67jcOHWzBu3O399/AGDUKQnh6CDz+0Y8gQfxC2cKEDrVr5d2BpxywQ3LEDSAHI6dMefPaZA717q3x3h7ZvdyE+XkDDhndxu4gxxthf7z4/BE9E/lmwvEwmE4WHh9OSJUt8nxWdBcvr/fffp4iICDIYDFSaW82C5SWKIkVFRdFbb71Vano5OTmUmppKGo2GkpOTae3atXTp0iWqVasWRUVFUUFBAcXGxtLMmTNp3LhxFBsbS+Hh4dSnTx+yWv2z5QSzTFFF8758+XJq3LgxhYeHU3R0NLVo0YJ+/PHHEtfv399MLVvKZx7auFGa8cY789CFCyIlJ+tJpdL6ZgD6+99tFB6updhYaaaanj1N1LGjkRYvtlONGtKyaWkGOnfOP3vR8uUOatzYQOHhWoqO1lKLFkb68Uf/FERTplgpJESaLnjZMgclJOhk+apZU0+LF8tn7yEimjfPTgkJOlKrpTSPHnXLZqvKyXFTaqqBNBotJSfrae1aJ126JFKtWnqKipJmoApUxsmTrRQXp6OYGB298IKZ9HoPzZxpJY1GS6NHW+jqVQ/162emihV1pFJpKSlJT6NHW0iv98/ck50tTbHqLfPjjxtlU4e63URduphIpdJSu3bGgHVLRPT11w5q1MhAKpWWKlbUUY8eJjp1quSZoYiI/vzTQz16SDNEVamio1mzbCSKRJ06GUmt1tLXXzto/nw7KZVa2rfPRU2bSunXrKmX7Zdg6o+I6NNP7VSnjp7Uai3VraunhQv9+yqYdnan5Qym7QXaPhHR3r0uatnSSBqNliIjtfS3v5noxAlpeqYbNzwUH6+j6dPlx99rr1mpYkWdb0YoImnK48KzbpVm+3YXNWhgoNBQLT3yiFSnLVsaadQo/6xOV696aOBAM8XG6kij0VJKip4++sg/O5d3FqzCp8KZM6UpgAsbNsxM6en+86LDQfTqq1ZKSNCRUint73fesZHHXxxKTzfIZngrbRYsr/fft1FEhH9mMyL5ce1V2jFLVPqx4+Wdwnf/fn9ehg41U79+t56+mTHG2P0nEN3mE8cPECJCixYtkJqaigULFtyTNLds2YIePXrg/PnzSEhIuOv04uLiMGHCBEyfPv2ulnlQ9eplhl5P2L6d/+PXw+Tf/3ZgwgQr3O7gnjF6ED0IbW/KFBs2bXLhxIno+5aH+40IaNHCiNRUJRYsKHnWPcYYY8zrgXsIPRg2mw3nzp3DJ598glOnTuG777676zR///13HDlyBC+99BLGjRt3pU63agAAIABJREFUT4KPB9XAgRbfcw13g0jeeRUEXQlLsgdJ0f0GPHz77n61Pe928/M9yMx0Ye5cO9atiyzTPDwIiMrDZgPOnRPxyScOnDol4rvvpEDwQaqHjIwQ7N///29wyBhjD6qHMgA5efIk0tPTkZKSgo0bN6Jq1ap3nebIkSORlZWFPn364O23374HuXxwrVgRgRUrAs9UczcCdWzZw+Fh33dlnf9mzQyIiREwb144nn469L7k4X47eVJEeroRKSkh2Lgxyvf/TP5/qwfGGGO376EegsUYY4wxxhh7uDyQs2AxxhhjjDHG/jdxAMIYY4wxxhgrMxyAMMYYY4wxxsoMByCMMcYYY4yxMsMBCGOMMcYYY6zMcADCGGOMMcYYKzMcgDDGGGOMMcbKDAcgjDHGGGOMsTLDAQhjjDHGGGOszHAAwhhjjDHGGCszHIAwxhhjjDHGygwHIIwxxhhjjLEywwEIY4wxxhhjrMxwAMIYY4wxxhgrMxyAMMYYY4wxxsoMByCMMcYYY4yxMsMBCGOMMcYYY6zMcADCGGOMMcYYKzMcgDDGGGOMMcbKDAcgjDHGGGOMsTLDAQhjjDHGGGOszHAAwhhjjDHGGCszD0QAMn36dGg0mvudjb/MjRs3IAgC1q5dG/Q6n3/+OQRBgNvtvqd52b59OwRBwN69ewN+37dvXzz66KO+9x9//DEEQZC9FAoFqlWrhl69euHMmTOy9cuVK4cJEybc0zwHo1evXujYseM9T/fzzx0QBB3u8W64p06eFKFQ6PDnnwQAIAIqVdJj3TpXwOVv3CAIgg5r1wb+npW9h6Gd3W9jx1rx6KPG+52NoPFxBpw4IUIQdNi79/Yb9vPPmzF+vPWWy8yYMQMNGzaEzWa70yzetbsp4/2wbZsLY8b463X0aCsyM+V5X7vWhZgYHZ55xlxs/blz7RAEXbFXcrLBt4woAh99ZEeDBgZEREjfvf++HaIYOE82G1CrlgHVqul9n02ZMgWpqamw2+13WWL2oHogApAH1cmTJ1GjRo0y2daCBQswZMiQMtnWndi4cSN27tyJnTt3Yvv27Zg5cyaOHTuG1q1b48aNG3eVdnx8PM6fP3+Pcnp/xMfrcf68x/f++efN+PJLZ5lse/t2N5o0CUFsrAAAyM0V8eefhHbtlPdsGydPiqhRw1D6gn+BonW7YIEDQ4ZY7kteGPsr/a8dZ1WrKvDpp+GoUyfkttbzeICdO93o2DG0xGV27NiBuXPn4ptvvkFYWNhd5fNu3GkZ75cTJ0Q0aODP68mT/vdOJ/DKK1YMH25BuXKBu4cmEyEpSYGdO6Nkr+XLI33LvPWWDW+8YcPgwWps3hyF/v3VeOMNG+bNCxxMzJplw2+/eWSfvf3221AqlfflB01WNu5dD+V/0OHDh/8nt3UnWrVqhXLlyvnet2/fHh06dEDt2rWxaNEiTJs27Y7SvXjxIq5fv36vsnlfXLzowfXrJPvs8GERTz1VNtvPzHTJLtSZmS6kpoagXDnhnm3j8OESfrr6iwWu24fjl0bGbtf/2nFWvryAkSPVt73ekSMiDAbCE08EDkCICBMnTsTQoUORkpJyt9m8K3daxvvlxAkRQ4b48/vHHx4kJPh/vNq1y43s7GiMHRs4+DSZgLg4AU88Ebj76HIB8+fbMXGiBq+/Lo1sadtWidxcN9asceK11+SjXY4fF/HJJ3YMHqzGli3+H+2USiXef/99tG/fHq+88goaNGhwV+VmD56H4g5IQkICZs+e7Xt/5coVCIKAPn36yJarUqUKPvjgAwDAqlWr0LRpU0RFRSEuLg7du3fHuXPnfMv26dMHvXv3xtKlS1GvXj1ERUUhNTUVP//8MwBg1qxZGDx4MC5cuABBEPDxxx8DAK5fv45BgwYhKSkJ4eHhyMjIwK5du2T5WLRoEZKSkhAWFoaWLVvi5MmTtyzfE088gaVLl2LZsmUQBAE5OTm+706fPo2WLVtCo9EgISEBX375pWzd1atXo3nz5oiMjETlypUxceLEMrsdXatWLVSsWBGXLl26o/V37dqF6tWrAwBq1qyJZ555BgDgcDgwefJkJCYmQqVSoXr16pg2bVqpw9EEQcAXX3yBmjVrQqPRoHnz5jhy5IhsmTutr9OnRbRsaYJGo0NCgt53d2PXLjeqVzfcLIMBzzxjhiDoUFDgwdChFpQrJ91S7tHDjJ49zfjwQzuSkgwIC9OhWTMjsrP9HY5Llzzo3duMSpX0CAvToX59AxYvdvi+37rVVexWv8sF7N5dPAAp/H7RIodvmy1bmnDyZPFOzqpVTjRtakRUlA5xcXp0727GuXPSL1KzZtkweLAFFy54IAg6fPyxlKfsbBGdOpkQF6dHZKQOaWlGbN8u30eff+7Ao48aER4upduzp1n2S9f164RBgyxISjIgPFyHjAwjdu1yl1i3TzxhwtKlTixb5oQg6JCTI5XlyBERnTtLeYmO1uG558y4cEH+i1ogpZVh3jw7YmP1+OknNxo0MCAyUoeaNQ1Yvlx+d+tW9ed14ICINm1MCA/XITFRj9dft8HhkC1SYjvzWr3aiebNjYiM1KFyZT0mTrSitOYbTBkWLHCgUiU9NmxwoVIlPSZPlhL97TcP+vSxoEIFPdRqHRo2NGLlSv96L79sRfXqBlgLjZR59107oqJ0OHnSg8hIHd55R/6rpyhKv7a/8UbJGf/jD0LXrmaEhUnlnDWr+LK3ajsAcOqU1F5/+smNDh1MiInRISnJgK+/duLgQRFpaUZER+vw2GNGHDrkPyYcDmDyZBsSE/VQqXSoXt2AadNspQ6PK+04E0Vgxgwb6tSRlqlWTY8xY6yw3Ozn3elx5nIBr71mQ1KSARqN1LYmTbLCWajp3Or4uJ3j7HbbX6DhSf/3fw7Ur2+AWq1DbKwe/ftbcPWqPPjJzHQhLU2JqKjA6W7cuBHHjx/H5MmTC9WDC6+99hqSkpKg0WiQmJiISZMmwVmoIo4cOYLOnTsjLi4O0dHReO6553DhwgVZ2rd7jShaxtLO46V9362bGd26yYc+rVwp7QfzzY/dbqm9JCdLbaluXQM+/bTIyeQW+fXe8bhyhVCpkr8bWLu2Aj//HI06dUruGhqNhMjIkn/cCgkBjh6NwZQp8kAjKSkEWq18P3s8wEsvWTBqlFp2V8arbdu2SEtLw/vvvx9U2dhDhh4A06ZNI7VaXeL3AwYMoM6dO/ver169mhITE6lKlSq+z/Lz8wkAHT16lA4ePEiCINC0adPo1KlTdPDgQWrXrh01btzYt3z//v2pSpUq9PLLL5PZbCar1UpPPvkkpaSkEBGRxWKhcePGUWJiIl2/fp1sNhuJokipqalUp04d2rFjB+Xl5dHYsWNJo9HQ8ePHiYhoz549BIAmTZpE+fn5tHnzZkpNTSUA9O233wYsn16vp9TUVOrbty9dv36d3G43LVmyhJRKJbVr145++OEHOnz4MPXr14+USiX99ttvRET0ww8/EACaOnUqnTlzhjZv3kzVqlWjAQMGlFiXmZmZBICysrICft+nTx9q0KCB7/28efMIAOl0umLL3rhxgxQKBb399tu+z2JiYmj8+PElbr8wp9NJa9asIQB05MgRMhqNRET04osvUoUKFWj16tV09uxZWrlyJUVFRdHEiRNLTKtnz55UtWpV6tChA+3Zs4d2795Njz76KFWrVo0cDgcR3Vl9LVliJ6VSS+3aGemHH5x0+LCb+vUzk1Kppd9+85DTSbRmjYMALR054iajkei33zwEaGn+fDv9+afnZv5MVK6cjkaOtJDNRqTTeahzZyMlJelJFKVtdehgpJYtjXTwoJvOnhVp4UI7hYRoads2FxERHT7spqeeMtHJk25f/vbscZFarSWrVXpvtxOFh2vpP/9x+b4HtDRpkpXy80XavNlJqakGArT07bdOIiI6eNBNgqCladOsdOqUSAcPuqldOyM1bmwgIiKLhWjcOAslJurp+nUP2WxENhtRbKyOunUz0dGjbjp50k3jxlkoIkKqF++2BUFLixfb6exZkQ4ccFObNkZq0ULaz6JIlJpqoDp19LRjh4vy8kQaO9ZCGo2Wjh93B6xbvd5DqakG6tvXTNeve8jtJrp4UaToaC116WKi3Fw3HTokbadOHT3Z7SW3v2DKMH++tA+efNJIf/zhIbud6K23rKRQaOmXX8Sg6o+IqKBApKgoLQ0ZYqb9+130/fdOiovT0ZgxlqDamdR+nQRoaepUK505I+3LatV0NGCAueRCBlmGxYvtFB6upQ4djLR5s5N+/VUkh4MoOVlPjRsbaPduF50+LdLMmVYCtLR+vdR2DAYPVaumo6lTpQZ48aJIERFaWrBAqvghQ8yUnKyX5Wf7dqlNercdSIcORkpM9LeLMWMsVLmyjho0MATVdoiIzpwRCdBSWpqBTp0Sye0m6tfPTFFRUl38/rtUF+3bGyk93b+vXnzRTBUq6Gj1agedPSvSypUOiorS0sSJlhLzG8xx9sEHNlKptLR6tYNOnxbpp59cVLWqjsaPl9K90+Ns9mwbxcfraNs2F507J9KmTU5KSNDRG2/498mtjo9gj7M7aX/Hj7sJ0FJWlnQ+Wr7cQYKgpXfesVF+vki7drkoOVlPqakG8nj867Vvb6QZM6wlpjtixAhq2LCh7LPZs2dTfHw8bdu2jc6dO0ebNm2ihIQEeuONN27Ww0WKjo6mLl26UG5uLh06dIjatGlDderUIfvNE8WdXCOKlrG083hp3z/1lImeesok28aKFdL+Md38eMIEC4WHa2nZMgedOSPSp5/aSaXS0uefBz7h2e1E1avrKSlJT0qllqpX11P16nqqVElHUVHS+82bnbJ1Onc2Uo8epmJp9eljpi5din9+Ky4XUcOGBho0SN5WFiywU7VqOjKZiObNs1PVqsX7GX//+98pLi6OPIUbCPuf8FAEIF9++SVFR0eTeLOnNnLkSJoyZQpFRkbS2bNniYhoyZIlVLFiRfJ4PGQwGCg7O5tcLpcvjQ0bNhAAunr1KhFJAUh0dDRZrf6T3PLlywkAWSzSBWHKlClUvXp13/dbt24lALRz507fZ6IoUr169Wj48OFEJJ0YK1euTG63v5P41Vdf3TIAISJKT0+nwYMH+94vWbKEANDmzZt9n509e5YA0Pr164mIKCMjg9q2bStLZ+XKlSQIAl26dCngdu40ALlx4wa5XC5yuVzkcDjo1KlT1LlzZwoLC6MLFy74lr+dAISIaMuWLQSACgoKiEgKapRKJc2bN0+23LRp0ygiIsIXTBTVs2dPUqlUpNVqfZ9t27aNANBPP/1ERHdWX0uW2AnQyk7OZ8+Ksk7Yli3ShbmgQGqfNhsRoKWlS/157dnTRJGRWrLZ/Gnv2yd1WnbskNppfLyOZs8utAAR/fyzm65cKfnE+9ZbVmrf3uh7v2OHi8LCtL6O94gRUsetUHOkr75yyDpGBoOHsrPdVOhwoQ0bpDJdvSpte8oUK1Wv7u9IOp1EubluunHDnzejUSr3mjVSuRcutFNYmJacha5rV6546MABKTNbt0rb2LnTv2FRJKpXT0/Dh1sC1i0RUXq6gQYP9l/Ipk61UkyMjnQ6f14uXhRJodDSypWB20uwZZg/3y7rXBARORxEkZFaeusta9D19+abVoqPl++H5csdvnIG084yMgzUtq1/XxMRrVwpdeguXSq5Mx9MGbzb37jRv31vh/PoUbcsvZYtjdSxoz8fmzY5SaWSAopevUzUtq3R15ncu1dq44cO+dMYOdLiC0ID8Qbw3iCGiMjjIapbV+8LQIJpO94AZO5c/zG1fr1T1vaJpE6QRiOdN27c8JBSqaV58+QduWnTrBQRoaUSTj9BHWeXL3soN1del5MmWSklxX9c3clx1ru3mTp0kNfnqVMi5edLbSKY4yOY4+xO2l/RzvljjxmKdWozM6U2snevtIzVSqRWa2nPHlex9LxSUlJo1KhRss969+5NHTp0KFIPpyg/P/9mPUylmJgY2Y9pFy9eJIVCQStXrrxZxtu/RhQtY2nn8dK+Ly0AMRg8pFJpaeZMeYA2fLiF6tSRB/tF5ea6ZcHDO+/YSgxaSgpAunY1UfPmBnr6aRNVqKCjKlV09MILZl9AHMhrr1kpMlJLp0/728kff3goJkZH338vHR8lBSA7duwgAJSXl3fLsrGHz0MxBKtDhw4wGo04fvw4AGD37t1o06YN0tLSkJWVBQDYs2cPOnbsCEEQEB0djYKCAnTt2hW1atVC5cqVMXjwYACAVqv1pVunTh3Zw2vly5cHAOh0uoD5OHDgANRqNdq2bev7TKFQoHXr1r5hU3l5eUhNTUVIiP92Ynp6+h2X/fHHH/f9HR8fDwAwmUzweDzIzs7Gk08+KVv+iSeeABHh2LFjd7zNQOLi4hAaGorQ0FCo1WqkpKTg2rVr2Lp1K5KSku7Zdo4dOwa3242MjAzZ582aNYPFYik261Zhjz76qG8fAkCLFi0AAL/88std19fjj/vHu8bHS4eNyUQlLR5QSkoICk/25r3lfPasNLzh6adD8e67Nrz6qg07drjhdALp6SGoVKnk292Bnv9o3VoJ9c0hvnl5IlJTlSjUHJGeLh+7Gx0toKDAg65dTahVy4DKlfUYPFgaF1L0lrlXaKj0wOLYsVakpBhQpYoejzyil63Tvn0oBAFo08aIJUscOH/eg0qVBKSlSZk5cECEWi2ND/ZSKIDWrUORkxP8+PMDB9xIS5M/85KYqECtWgrf0BG9nnwvo5GCLoNX06b+PKpUQJ06ITh71hN0/WVnu9G0qXw/DByowpIl4bLtlNTOPB5pKM6TT8rHxD/xRCiIgGPHSi5nMGXwatHCv8zhw26EhQGNG8uHRjRrFuKrVwDo2jUUvXur0L27CZs3u/B//xcB4eauaNlSiZQUBVaskIaHeDzAunVODBmiAgDY7fI8O53AqVNS2mlp/rwIgvz97bSdevX8+Y+OljKWnKyQfWa3S0Ovjh0T4XYDGRlFy6yExQKcORP4GY1gjrO4OAFbtriQkWFEYqIelSvrsWiRvcRjDAiujT79dCh27HCjb18L1q51QacjJCcrULeu4mZdlX58lCbY9ncrLpf0jEFGhrxemjWTKs2blz17XAgNRbHlCrt69SoSEhJknz399NPYsWMH+vbti7Vr10Kn0yE5ORl169YFIF2/09LSZM8yJiYmolatWsjJybln19TSzuN3cp4vLCdHhNOJAPtCibNnPb5hWoEcPSoiNTWk0Hu37LwQrGvXCF26hGLTpkj885/h2L/fjfbtjbKhmF5Tp9owf74da9ZE4pFH/MfduHEWtG6txLPPljzRACANrQeAy5cv33Y+2YPtoQhAqlWrhnr16mHv3r24du2a77mIli1bygKQTp06AQDWrFmD559/Hunp6diyZQtycnKwaNGiYumWNHMGUeALgtFohMPhQFhYGDQaje+1dOlS38FhMpmKpRsZGRkouaBERET4/hZuXtWJCFarFW63GzNnzpTlpXbt2gBKPli9gZHHE3h8vNvtRmho8RPCzp07cejQIRw6dAjz588HAHzyySdo06bNHZctEKNRmmYzOjpa9nnUzcHAJpOpxHVjYmJk7711Z7FY7ri+/Gn5Lw7ezlUJzaRERcfNetPU66WEPv00Au+8E449e1zo1MmEihV1mDq15LHnBgPh0CFRFoBs3y4PSEwmQtFmXjQfa9Y48fzzZqSnK7FlSxRycmKwaJG8Y1zUmTMetG9vhN1OWLkyEkeOxODwYXn916unwP790ahdOwRTp9pQs6YBGRlGHDwodTSMRoLDAYSF6aDR+F9Llzpw+XLpz294GY2EHTvcsjQ0Gh3OnfPg8mUP7HagfHm979WokTHoMgDS/g4vUh0REYJvvwVTfzododChXKKS2pnVKo37njnTJitj7dpSZ/RW5QymDF4xMf7te8d6C0X6RVFRQrHg++WX1Th92oMnnghF7dryy8qwYWqsWuWE2w1kZblhNBL69JECkFmzbLI8f/2105f2rdrt7bQdtbp4x06jKf4ZEXxBmzdQKVxmoOQfHYI5zl55xYrZs20YO1aDPXuikZMTgxEjbv3wcjBtdMAAFdavj4RO58HAgWbEx+vRq5cZ165JeS3t+AhGMO2vNBaLFEiXVrfbt7vRpk0oAlyGfIxGY7Hz/YABA7B+/XrodDoMHDgQ8fHx6NWrF65du+ZbZ8eOHbLzv0ajwblz53D58uW7vkZ4lXYev93zfPGyS/XUrp1Jti+GDpV+9LhypeR9ceSIG6mp/oCj8AxYwdq0KRLnz8dg1Cg1MjKUGDhQhdWrI3H6tAdbtvinnPZ4gBEjrFi40I7Nm6PQtat/h27e7MK2bS78+9+3vs4A8AWMer2+lCXZw+ahmQWrQ4cO2LdvH+Lj49GwYUPExMSgVatWeOWVV3Dp0iVcuHDB938glixZgvbt28seXL8XD2bHxMRAo9Hg6NGjxb7zduwjIiJgMMinUfwrDpzw8HCEhoZi/PjxGDZsWLHvK1WqFHC9ihUrAgB+//33gN//+uuvxX5ZAoDHHnvMdyJo1qwZ1q1bh5dffhlHjx6FSqW602IU472oeAMRL+/7ohedwiwW+awd5ps/BUVGRt5xfd1LRTsv3gtJ+fLSBTg0FBg/Xo3x49W4epWwfLkD06bZEB8vYNKk4v8nZ+dON6KjBd8vWlot4cgREYsX+0/0ERECDAb5dot2OpcscaB9eyVmz/b3oEo7XNaskTqUq1ZF+u7qXLxY/MLXqFEIVq6MgCgCe/e6MW2aDU89ZcJvv5VDTIwAjUZ6YLGokNu4JsbECGjVSolFi4r38KOiBKjVQFaW/2lWb+cz2DIQARYLZAGE0UioXl3qaAdTfxUrKordkbgd4eHe9qHBsGHFO62VKpVczmDKEEhMjBRoEEEWhBiNJAtUPB5g8mQrOnVSIjNT6lh07uxvg4MHq/Hmmzbs3OnGhg1OPPusyrf+qFFqdOvmX7ZuXf/dlVu123vVdgKV2VvGwrzvY2IC11dpx5koAl984cD06WEYMMB/viy6TlHBttHu3UPRvXsoLBZg0yYnJkyQplLdsCGy1OMjGMG0v9JERAgICblV3UppZGa6MHjwra8p0dHRxa6zANC9e3d0794dFosFmzZtwoQJEzB8+HBs2LDB12cI9GNkVFTUPbtGlHYeL+17QSj+45bNJm/7ALByZQQaNizehUtMLN5Gly93YsYMG65c8eC775yYMEGAxwNcvepB3boGVKgg4MiR6GLrBct7l7TwBCOvvGLFunVO/Oc/0b67XF7ffuuE2QzUru3fh0TSuUSp1OGjj8IxbpzUzrz9p8J3rtj/hofiDggAdOzYEfv27fMNvwKkITbnzp3DmjVrkJycjMTERACA3W5HbGysbP2vvvoKQMl3N0pSePm0tDTY7XaIoojk5GTfKywsDNWqVQMA1KtXD7m5ubI7DJmZmbe9rdIoFAqkpqbi/PnzsrzUqlULKpVKNhSpsAYNGqBatWpYuHBhse1t3rwZR48eRY8ePUrd/vz583H69Ol7NjuFNy+NGzeGUqnEvn37ZN/v378fMTExeOSRR0pM48SJE7KL0qFDhwBIZb7T+rq9Mtz6/YkTomy4hXcGrOTkEBgMhK++csJ18wekSpUETJ6sQYsWShw/Hnh4Q2amC+3aKaG4eRTv2OFChQoCHnvMf7KvV0+B3FwRhW94ZWbK/zGa3Q7f/xDx+uorR7EyFP7bbidERAiyIWXe2ZG8yx04IGL/fulnvZAQabjM7NlhuHGDcOWKB2lpIbDbAVGUhox4X2FhQLVq8lPTreo2LU2JM2dE1K6tkKWjUABVqki/4LdqpfS9vBfDYMrgtXu3v87MZiA/X0Rysjed0uuvSZMQHDjgRuH/qbVihRNt2phQws1IGYUCSE0NwfnzoqyMtWopoFJJQWxJ5QymDIE0a6aE3S7NoFTY/v1uNG/u7/j86192nDnjwapVkZg0SYOXXrKi8I3KuDgB3buHYtUqB9audWLoUH8Htnp1hSzP8fEC6tWT9n3h4UEuF7Brlz//t9N2bkfjxiFQKoF9++Q/R+/f70ZMjCAbQlJYaceZKEp3EAq3E5MJ2LDBdcu2HUwbXb/e5fv/HRERQO/eKowYofadN0o7PkraduH3wbS/0oSGSvUbqG4BoHlzJa5fJ+Tmirf8/x+AFAwUvSOxfv163/+TioiIQO/evTFixAjf0O20tDScOXMGtWvXll0DFAoFqlSpck+uEaWdx4M5z0dHF78zWXiIW+PGIVCrpWFQhfdFbKyAihUF3/DbwgYNUuHs2RjUqqXApUvlcP58DBYvDseLL6px/nxM0MGH2w0MGmTB11/LZ+fz7kPvsbt8uRNLlzqwdWtUsfMQAMyZE47c3Gjk5PhfkydrUKmSgJycaPTv7w9Avfu5cuXKQeWRPTwemgCkXbt2+P3337Fhwwa0bt0agPSrRaNGjfDvf//bN/wKkJ65yMzMxIEDB3DhwgWMGjXK96t+dnZ20HdDypcvjytXriArK8t3h6VJkyYYMGAAdu/ejfPnz2PVqlVo0qQJFixYAAB44YUXcPXqVUyaNAnHjx/H999/j2XLlgW1raNHjyInJwd//vlnUPmbPHkyvv/+e7z33ns4ffo0cnJyMHDgQLRs2bLEoUqCIGD+/Pn473//i/bt22PFihVYt24dXn/9dfTq1QuPP/44hg4dWuq269evj3HjxmHOnDnFnsu4cOECtm7dWuwVqN69J/VNmzYhLy8PFSpUwIsvvoh3330X69evx8WLF7F8+XIsWLAAEyZMgFJZ8k276OhoDBs2DHl5eTh+/DjefPNN1KhRA61atbrj+gpG+fKKm2VwIS9PhEYjDR/ZvduFnBzRd7EpX17AsGEW5OWJOHxYxOuvW/HII1IHTKEQMGaMFS+9ZEFOjogSP3ivAAAgAElEQVSCAg9WrXLi8GE32raVLsZHj4p45hkzTp2SOhtFh1tt3+72PXfh9cIL0q9skyZZcfy4iO+/d2HZMvl0jenpSmRmunHggIgLFzwYNcqKhASpTNnZbthsUt6vXPEgK8uNCxc8SE+XOgtLlzpx+TJh4UIHDh50Iz5ewLFjIoxGwtatLvToYcZ337nw668e5ORI873XqKFAUpICHTuGokmTEAwYYMHu3W6cPy+VuUkTIxYssAesW+9nR4+KyMmR/uHiyJFqmM2EIUOkujtzxoM5c6T/wnvwYMnjGoIpAwAolcB779mxd68bp097MHq0dKfNe5EMpv5eflkNlwvo39+M//7XjfXrXXj9dStSUkJ8AWRpJk8Ow/ffu/Dee3acPi3V58CBFrRsaURpzbe0MgTSpUso6tdXYMQICw4dEvHrrx68+aYN2dmi745cQYEH06fb8MEH4YiNFTBjRhgUCuD11+WDwYcPV2PFCidCQwW0b3/rG+/VqyvQooUS775rw08/uZGTI+KllyxQqfwNO5i2cycqVBDw4otqvPuuHevXu3DxogfLlzuxYIEdEyao4T39LFzoQKtW/kov7ThTqYDHHgvBsmUO/PqrB7m5Irp1M6Fr11BotYT8fA/c7js7zj7+2I4+fczYs8eNggIPdu1y45tvnL7nY4I5PoI5zoJpfz//7EZGhhG5uYF/NHntNQ02bXLho4/suHDBg5073Rg/3oq2baWAeft2F+LjBTRseOvbWK1atcLevXtln3388cfo06cP9uzZg4KCAuzatQvffPON75nNkSNHwmw2Y8iQIcjJycGZM2cwZ84cNGjQAAcPHgRw99eI0s7jwZznU1NDcOiQG7m5Ioik6de3bvUHs9HRAl56SY2ZM21Ys8bp2+edOpl8z54Fkpsryu6Y/PyzW/bMGQD8+quU1q5dbmi1hBs3yPf+yhXytf+RIy1YuNCB/fvdWLHCiUGDzEhLC8GTT4bCZgOmTbOiS5dQmM3+9b0vpxOoWlXAo4+GyF6VKyugVAKPPhoiC9T37duH2NhY3/97+fnnn5GRkYHc3NxS9wd7wN2vp98LK20WLK/mzZsTALpy5Yrvs1deeUU2MxQR0Z9//kk9evSgyMhIqlKlCs2aNYtEUaROnTqRWq2mr7/+mvr3708tW7aUpb9x40YC4Jvt4sKFC5ScnEwqlYpmzJhBRERXr16lgQMHUmxsLGk0GkpJSaGPPvpIls68efMoISGB1Go1tWjRgo4ePUoAaM2aNSWWbfPmzRQbG0sRERG0detW3yxYhWfyMkljeGjFihW+z77++mtq1KgRqVQqqlixIvXo0YNOnTpVal3u2rWLunTpQgkJCaRSqahu3bo0Y8YM2axg3rKghGl4jUYjValShdq1a+f7LCYmhgAEfHlnuirM7XZTly5dSKVS+dJxOBz06quvUkJCAimVSqpZsya98847t5yGr3v37vTcc8/RZ599RklJSaRSqSg9PZ1yc3Nly91ufXlnByo8w5HJJM1Cs2KF42YZiLp0MZFKJU2jSkT097/bKDxcS7Gx0uwzPXuaqGNHIy1ebKcaNfSkUknTg547558V5MABN7Vvb6SYGB1pNFpKSdHThx/6Z0vxzlSTleWiixelGX4KzypSs6aeFi8uPqPJvHl2SkjQkVqtpRYtjHT0qFs2i86ff3qoRw9plq4qVXQ0a5aNRJGoUycjqdVa+vprB124IFJyspRv7/SYkydbKS5ORzEx0iwoer2HZs60kkajpdGjLeRySbM/ectbsaKOevQwUV6eP89Xr3po4EAzxcb6y/zRR/4yB6rbzZudFBuro4gILW3dKs2gkp3tpg4djBQerqXoaC09/rix2LSSgZRWhvnzpelx9+1zUdOmBlKptFSzpp5+/NGfdjD1R0S0e7eL0tIMpNFofdOv3pxwL6h2RkT09dcOatTIIKvPU6dKngGLiIIqQ6DtExFduiTNbBUToyOVSktNmxrohx/863XoYKTWrY2yKVR//NFJguCfCppImqEqKso/61ZpCgpE6tBBqr/4eB3NmGGladPkM0aV1na8s2BlZvrzsXOnNOPSmTP+OvPOMOSdoc7hIHr1VSslJOhIqZTq6p13bLIyTplipZAQ/4x7RKUfZzk5bkpNlfZ/crKe1q510qVLItWqpaeoKGkGqjs5zq5e9VC/fmaqWFHaR0lJeho92kJ6vT/DpR0fwR5npbW/wucoouIzRBERff65nZKT9RQaKqUxfLjFN0PX0KFm6tfv1tNKExGtX7+eBEGQzcB49epV6tevH1WsWJFUKhUlJSXR6NGjSa/3t5ns7Gzq0KEDhYeHU3R0ND3++OOymSalMt7eNaJoGUs7j5f2vcVC1L+/mcqV01FsrI769TPTN99IbdRgkOrJ5ZJmQExKkuoxMVFPY8ZYfN8HsnChXbadzp2NsuOASGrXgDbgyzuro9VK9PrrVqpVS2qnlSpJ04l796G33Zf0unw5cB5LmgWrRYsWNHDgQN9778yZJc3kyR4eAtHtPkrLGLtdvXqZodcTtm8v4T9rsQfSv//twIQJVrjddz9E7355EMqwZYt0N+z8+XK+/7rM2J0iIjRq1Ajt2rXDJ598cr+zw/4iWVlZaNu2LXJzc/Hoo4/e7+ywe+yheQidsbL29tt2TJ9+95MXEMk7foIQeJpn9mAput+Ah2/f3c8yEJXH778Tjhxx46WXLBg3TuMLPh62emT3x/Dh6mJTVQPSUOKPPvoIzzzzDMaMGYN69erdh9wBy5Y5MWRIycOe2J2JixNw+XIkXn/9dQwbNoyDj/9RHIAwVoJp0zSYNq347FN3K1CnkD0c/hf2XVmWYeRIC7Ky3OjTR4W33/bPEva/UI/s/urUqRNeffVVPP/88zhw4ECJ0+r/lQYPVpU6Yxe7M1OnToXdbvdN+8/+9/AQLMYYY4wxxliZeWhmwWKMMcYYY4w9/DgAYYwxxhhjjJUZDkAYY4wxxhhjZYYDEMYYY4wxxliZ4QCEMcYYY4wxVmY4AGGMMcYYY4yVGQ5AGGOMMcYYY2WGAxDGGGOMMcZYmeEAhDHGGGOMMVZmOABhjDHGGGOMlRkOQBhjjDHGGGNlhgMQxhhjjDHGWJnhAIQxxhhjjDFWZjgAYYwxxhhjjJUZDkAYY4wxxhhjZYYDEMYYY4wxxliZ4QCEMcYYY4wxVmY4AGGMMcYYY4yVGQ5AGGOMMcYYY2WGAxDGGGOMMcZYmeEAhDHGGGOMMVZmOAD5f+zdeXhM1/8H8PdknWwzJJEgQqwJQZAQpLbYRYnaQtROUbWVaqnSUv0qSmnRorYQWkVKaomW2NLElogtgiBRkZBJJttkZpLP74/5zpWbmSyWhm9/n9fz3Odx7z3n3HOXifu595xzGWOMMcYYY5XmjQhAAgMDIZFIRJO5uTkaNmyIWbNmISsr67nK++6772BmZvYP1bbyPXnyBBKJBHv37n3dVfmfM2jQIHTr1u21bDsnB1i0KB+NG2fB1lYBS0sFGjfOwpIlKqjV4rR37xZhwoQ8uLllwdJSAVtbBdq3z8auXeKEVapkYsaMvOeqx7JlKlSrlgl7+8yX3SWjcnKAJUtUaN5cCWtrBeztM+Hrq8SGDQUoKvpHNvlarF5dAIlEIUyWlgrUqZOF4OBcREcXvu7qiTg6ZmLJEtXrrgZjjDFm1Btzl16/fn1s2rRJmC8oKMDFixexbNkyxMfH49ixY5BIJK+xhq/G4MGDERAQgNGjR7/uqrzxnJycEBMTAzc3twrnKXl833vvPRQUFPxTVSzTO+9k48aNQnz2mRWaNzeDVks4cUKLL77Ix+3bhdi61QYA8PgxoVMnJVxdTbFypTXc3EyQmUnYtq0AwcG5UKuB0aMtXqgOajXw6af5GD3aEh98YPkqdw8AkJFB6Nw5G3fuFGLyZCkWL7ZCbi7h6FENpk7Nw5EjGuzbZwuTV/So4/vvC3D+vFY4dq/DwYO2sLWVQK0G7twpREiIGu3bK7FypTVmzHj1x/hFrFxpjWbNTF93NRhjjDGj3pgAxNbWFp07dxYt69mzJ6pXr45x48bh3Llz8PPze021e3UuXryIgICA112NN96DBw+Qnp7+3PlKHt/u3bu/ympV2LVrhYiI0GLfPlsMGGAuLPfzM4OlJbB3rxq5uYCNje7fDx8S4uJsYW//LMju2tUMeXmE06c1LxyAZGcTtFqgZ09zNG/+6m9IZ87Mw507hTh7VoYWLZ6VP3y4BXr0MMeIEbnYvVuN4cNfrP4lXbyofSXlvIy33jJDlSr682SGSZMs8eGHeZg1Kw++vqZo1+71/1kdNerVHG/GGGPsn/BGNMEqS9u2bQEAycnJwrJLly6hZ8+ecHR0hEwmwzvvvIP79++XWoZWq8WiRYvg4eEBKysrNGrUCOvXrxfW+/n5oVevXgb5+vTpg/bt2wMA0tLSMHLkSLi4uAhlrFmzRkh748YNSCQSnDhxAoGBgXB0dISzszM++OADFBbqmmdIJBIkJSVhzJgxqFKlSqn1/eGHH1C7dm1YWVnBz88P165dM0hz9uxZdOzYEdbW1rC1tYW/vz/Onz8vShMdHS2kcXV1xUcffSS8DVixYgVsbW1F6VNSUiCRSHDo0CEAwNChQzFkyBCsXbsWbm5usLa2RkBAAJ4+fYrZs2ejZs2acHBwwAcffAAiEsop7/ysX78eTk5OiI6Ohq+vL+RyOerVq4effvoJAHDy5EnUqVMHAFC3bl0EBgYCAC5cuIDu3bvD0dERtra2aNOmDY4fPy6Ua+z4lmyClZKSgqFDh8Le3h6WlpZo1qwZQkJCnus8qlQqSCQSLFmypNRzqG9ipVaTwbo5c6SIjpbBxkacpmSzLADYu9cWmze/2NP+48e1cHTUNbsaPDgHUqkCAFBQAMyZkw9X10xYWOiaEc2fnw9tsXv7atUysXp1Afr00eXLyjLcjydPCKGhakydKhUFH3rBwRY4d84OQUG6m+G+fXPQt2+OKE1IiBoSiQI5/118+rQWHTtmo0qVTNjZKfDWW9k4dUpXsc6ds7FlixrbtunyxMbqzsfZs7o81ta6pmv+/tk4f/5Zk6j16wvg5JSJkye18PJSwsZGAS8vJeLiCrFtmxqNGmVBJlOgT58cpKcb7md5JBJg2TJruLhIsHLls2ZPKSlFGDo0F/b2mbC0VKBZMyVCQp6d5Bs3iiCRKHDsmBZdu2ZDLlegdu0s7NqlRkxMIdq0UUImU6BFC6Vof9LSCCNH5sLFJRNWVgo0apSFNWvEb/mKN8HS7390dCF8fZWQyxWoVy8LP/30rC7JyUUYMiQHzs66Mps0ycKPP76eN4eMMcb+H6A3QP/+/cnLy8vouv379xMAOnv2LBERPXjwgGQyGfXu3ZuuXLlC58+fp44dO1KDBg1IpVIREdHatWvJ1NRUKGPGjBlkbW1N27Zto8TERFq/fj1ZWFjQpk2biIhozZo1ZG5uTpmZmUKezMxMsrCwoDVr1hARUUBAANWvX58iIyMpISGBNm/eTKamprR//34iIkpMTCQA5OXlRefOnSMiouPHjxMA2rNnDxERpaSkEABau3YtPX361Oj+njp1igDQrFmzKCEhgX7//Xfy9vYmAPTLL78QEVFCQgJJpVIKCgqiuLg4iouLo379+pGdnR0lJycTEVFSUhLZ2dnR6NGjKSoqivbt20eOjo70/vvvExHR8uXLycbGRrTt5ORkAkAHDx4kIqLg4GCqXr06ffrpp6RWqyk+Pp7MzMyoQYMGtGHDBtJqtRQREUEA6PDhwxU+Pxs3biQLCwsKCAig5ORkKioqooULF5K5uTmlpKSQWq2mPXv2EAC6dOkSKZVKys/PJwcHB+rbty9dvnyZrl27RtOmTSMbGxtKSUkp9fgOHDiQunbtSkREBQUF5OHhQV5eXhQZGUm3bt2ihQsXEgAKCwur8HlUq9UUEBBAu3fvNnoOddsicnPLJAcHBf34o4qePCkqNe3164VkappBXl5Z9NtvasrLKzUpyeUKmj49t/QExajVRAkJhQRk0E8/FQh1GDs2h+ztFbR7dwHdvl1IISEFZGeXQTNnPiu3Zk0FNW6cSR99lEfnzmlIozEs/7ff1ARkUESEkZVGBARkU0BAtmjZjh0FBGRQdjZRTg6RTJZB772XS9evF9K1a1qaPDmXrK0zKCOjiDIzi8jbO4uCgnIoPb2ItFrd/kmlGRQUlENxcVqKi9NSv37ZZGeXQcnJhUREtHGjiiwsdGkUiiJSKIrI3T2T6tXLpNGjcygvjyglpYiqVVPQ3LmlH/xVq1QEZJBCYfxcTpyYS46OCiLSnX8Pj0zy8sqiyEgN3bpVSAsX5hGQQWFhaiIiSkzUnZs2bbLoxo1C0mqJhg/PITu7DOrRQ0kPHxaRSkXk768kX98s0XGsXz+TIiM1lJBQSJs3F5CpaQbt368W0jg4KGjx4nzR/gcEZFNyciEVFREtXJhH5uYZlJKi25euXZXk56ekmBgt3b5dSOvWqcjUNIOOHq3YuWWMMcaexxsVgGg0GmHKzc2lyMhIqlevHjVt2pSKinT/UX788cckl8tJoVAI+R88eEAmJiYUEhJCROIAJCsriywsLGjhwoWibY4fP54aNGhARER///03mZiY0M6dO4X127ZtI1NTU0pNTSUi3Y3p3bt3RWW0atWKJk+eLKwHQEuWLBGlqVevHs2ZM4eIiPLz8wkAbdmypdRjMWHCBKpevTpptVph2c6dO0UByIwZM8jR0ZHU6mc3HNnZ2SSVSoXtz5s3j5ycnETlbN++ncaPH09EFQ9AHBwcRNtp2bIleXp6ivJVq1aNvvrqKyKq2PnZuHEjAaAzZ86I0gCg8PBwIiI6fPgwAaCkpCQi0t30X7lyhZ48eSLkUSqVosDA2PEtHoAcOHCAANDly5dF9ffz86Nu3boRUcXOY0UlJBRS+/ZKAjJIIskgT88smj49ly5e1BqkPXRITXXqZBKQQRYWGeTnp6TFi/OFG0S95wlAiIjS04sIyKBfftGdwydPisjMLINWrVKJ0s2fn0c2NhlUUKCbd3FRkLd3VsniRNav192Q37lTWKG6lBeAXL+uuyE/ffrZTa9GQ3TypIZy/7vLvr5ZNGpUjrB+xgzdTX+xS5Sys4mk0gxasuTZDTiQITruM2fmEpBBaWnPju/gwdnUs6ey1PqXF4AsWZJPQAZpNEQHDuiCs8uXxefaz09J3brptqEPQFauzBfWh4WpReeLiOj771UklWYI84mJhXT3rviYt2qVRZMnP7suSgYgQAadOfPsuD54oNt2eLhuO05Oz9Lr/fWXllJTSw+cGWOMsRf1xjTBiouLg7m5uTDZ2NigS5cu8PDwwJEjR4QO6NHR0WjTpo2oCZOrqyvq1auH2NhYg3JjY2OhVqvRo0cP0fLOnTvj9u3byMnJQY0aNdCxY0fs379fWP/rr7+ia9eucHZ2BqDro/Ltt9/Cy8sLNWvWRPXq1REfH4+MjAxRuc2bNxfNV61aFQqFosLH4fr16/D29oap6bMmLb6+vqI0Fy9ehLe3N8zNn/UtsLW1hbu7u3AMLly4gFatWonKeffdd7Fx48YK1wXQNYEqvh2ZTAYPDw9RGplMJoxU9jznp/ixqlq1KgCUeqzMzc2hVqsxdepUNG7cGDVq1EDDhg0BwOAclObixYuwsrKCl5eXaLmPj0+ZddPX73nOIwA0amSCs2ftcOOGHCtXWqFuXRP8+GMBvL2VmDVLPJJVQIA57t6V4/RpO8ydKwUALFyYj/r1M/HLL0baZr2guLhCaLVA27biJlM+PmbIzQUSE5819SmvL4N+TIhil8dLadTIBO7uJggOzsV//qPCpUuFMDUFOnUyg7W18TwXLxbC29tUVAdbW8Dd3RSxseL+Iu7uz/ZZJpPAwUGCatUkomXGmppVlFYLmJjoposXtbCyAry8Sh5nU6HpWGn1AgAPDxPRMpVK13ROt38SfPutCl5eStSsmYnq1TMRH1+IjIyy6968+bPzWbWqrnyFQpfn7bfN8dVX+fjww3z88YcWajXg62sKZ+f//YE/GGOMvXnemACkUaNGOH/+vDCNHj0ajo6OCAkJgYuLi5BOqVTijz/+gFQqFU137tzBo0ePDMpVKpUAgC5duojSjxkzBgCQmpoKQNff4fDhw1CpVMjOzsaxY8cwfPhwAIBGo0HPnj0RERGBlStXIiYmBrGxsWjZsqXB9qysrAyWEVX8piY7O9ugjJJ9NZRKJWQymUFeOzs7ZGdnA9DdyNvYvPxIQZaWhqP6SKVSg2X6fXye8/M8xyoxMRH+/v5QqVQICQnBpUuXcPHixefaF6VSCVtbW4PR1IoftxepW3k8PEwwc6YUBw/a4vHjqhg50gKrVhUgJkZ8I2piouvg/MUXVjhzxg537sjRpIkpJk7MM9o/5EXoXho9u9HVs7PTzWdnP9tHubzsm09XV92fj8TEVzPWrqkpcPq0DEOGWGDjRl2g5uaWhR07St95pZIM9gXQ7U/xfQGAkpeykcsYL3iKAQC3bhWiVi0TmJjo6mVrK0HJgfuM18uw/lKp4TIiQKMBevbMRkSEBitXWiMmRobYWDlatix/gAEjl7Swv+vX22DpUmucOqVB9+7ZqFZNgY8/FvcLYowxxl6V1z9cy39ZWVnBx8dHmF+5ciUOHjyIjz76SPTUXi6X46233sIPP/xgUIadnZ3BMrlcDgAICQlBs2bNDNa7uroCAAYOHIipU6fi2LFjyMvTPZ0eMGAAAN1T/StXruDUqVPo0KGDkDc9PR1169Z9kd0tlY2NjcF3TzIzxd9vkMvlQmBVnFKpRM2aNQEA1apVM5pGz9iQxvn5+S9SZYO6Pc/5qag9e/ZAq9UiNDRUCIAePHjw3HXLzs4GEYn2X6lUCtfJq6LRAI8eFaF2bXGMb2cHfPmlFbZvVyM2Vos2bUyRnQ3k5ZHB02Y3NxPMmiXFu+/m4t69IjRq9PLPC/RBhT4Q0dPPy+UV30bbtmawsAB+/LEA/v7G/5SsWKFCr17maNrUFBKJ4Q2+rtXcM9WqSbB8uRWWL7fC9euFWLlShZEjc9GkiSm8vQ1vsuVyicG+6PenZs3KG4Y2Jwf4/XcNBg2yEOqVnU0ggigIUSqp3MCuLNHRWly5UohTp+zQocOzY56eTniZP0Xm5sD06ZaYPt0Sjx8Ttm8vwPz5+XBykmDWLCORGmOMMfYS3pg3ICXZ29tj6dKl2Lx5M06fPi0sb9OmDRITE1G/fn14eHgIk4mJCWrUqGFQjpeXFywtLZGWliZK7+DggGrVqglP+KtVqwZ/f3+Eh4fjwIEDCAgIEN4yqFS60WQcHByEcqOiopCUlPRCT8XLyuPu7o4rV66gqNgX3CIiIkRpfHx8cOHCBaiLPRbPzMzEzZs30bp1awBAy5YtER0dLdQdAHbs2IGOHTuiqKgIMpkMeXl50Gg0wvq4uLjn3peSnvf8lEd/rFQqFWxsbERvX/SjV5U8nqUdXx8fH6hUKly6dEm0PCoqSjhur8qsWXlo2VKJJ08M63Ljhu7cVq+u+/m1b69EUFCO0Y/23bhRCBMTiJoKvQwvL1OYmelGjiouKkoLuVyChg0r/ifB3l6CkSMt8fPPahw9qjFYv3OnGnPm5CMuTvemRyaTIDNTfDz06wAgKakIYWHPymnSxBQbNtjA1BS4evVZuuKn18fHDBcuFIreEGVmEm7eLETr1pUTgBQVAVOm5CI3l4TvgPj4mEGlAi5dEr/liorSonXrF3/uo/85Ozg8ux6iorRISip64bc3WVmEnTvV0P8pcHaWYM4cKdq1M0N8/Jv1gUXGGGP/Dm9sAAIA48ePh7e3NyZOnCjcbE+aNAk5OTkYPXo0YmNjkZiYiCVLlsDT0xMxMTEGZchkMkycOBELFy7Enj17kJSUhJMnT6J79+4YNWqUKO3QoUNx9OhRHD16VGh+BeiCGKlUijVr1uDRo0c4duwYpk6dih49eiAhIQFpaWkV2h+pVAorKytERkYiNjZWdPOvN2zYMDx+/BizZs1CfHw89u3bh23btonSTJkyBXl5eRg3bhxu3bqF+Ph4DB8+HDKZTNin9957DxqNBsHBwTh37hzCwsLw0UcfoXHjxjAxMYG3tzeISBj6NiEhAd9//32F9qMsz3t+SqPvExIeHo7r16/D19cX6enp2LJlCx49eoR169YhJiYGTk5OiIuLg1KpLPf49u7dG02aNMGECRNw/vx53L17F/PmzcOFCxcwa9asCtdNo9EgMDAQv/zyS6lpZs2SwsJCF1xs2FCAyEgt/vxTi2XLVBg2LActWpiid29dx4WlS61w5owW3btnY/duNc6e1eLwYQ2mT8/Df/6jwuTJlqha9dkN5/37RThyRGMwVeQFlr29BGPHWuKrr1QIC9PgwYMibN+uxvffqzBjhiXMnvPeeMUKK7RqZYq+fXMwaVIe9u7VYNcuNUaNysXIkbmYMsUSwcG6twLe3qY4f173BJ8IQr31HjwowsCBOVi5UoWEhCLculWEJUvyYWLyrD9K1aomuHy5ELGxhXj6lDBliiXy8gjjxuXi1q0ixMcXYvjwXMhkEowa9c98FPDMGS1OntSdz82bC+Dnp8TOnWp8/701PD11QU/v3uZo0sQEEybk4vz5Qty9W4R58/Jx4ULhS71R8PIyhVQKrFlTgEePCMeOaTF1ah569DBDQkIh0tKePwoxMZHg/ffzMHFiLmJjC5GUVITQUDUuXtSiUyfdNapWq9G2bVts3br1hevOGGOMCV5T53eRsobhjY6OJolEQosWLRKWXbhwgbp27UrW1tYkk8moffv29PvvvwvrSw7Dq9FoaMGCBVS7dm0yNzcnV1dXev/99ykrSzzKT0ZGBpmbm5NcLheGjNULDQ0lNzc3srKyog4dOtCVK1fo8OHDJJPJyNPTUxg9KdF39AMAACAASURBVCIiQpTP29ubxo0bJ8x//vnnZG1tTQ4ODqKRoopbtWoV1axZkywtLaldu3Z0+fJl0WhPRERnzpwhPz8/kkqlZGtrS7169aKrV6+KyomMjKQ2bdqQVColFxcXmj59OuXmPhspZ+nSpVSjRg2SyWTk5+cnbEc/JG1wcDD5+fmJyuzUqRMFBweLltWvX5/mzp0rzJd3fvSjYGmKje2arWsYTzt27CAiIq1WS7179yYLCwvq0qULERHNmTOHHB0dSS6X07BhwygzM5MWLlxIUqmUpkyZYvT4Fh8Fi0g30tegQYNILpeThYUFtWrVig4cOCCsr8h51I+2tXjxYqPnT+/u3UKaMiWXGjTIJGvrDJJKM8jdPZPmzs2jzEzx6EKnT2vonXeyydU1k8zNM8jWVjc867p1KiosNuCRXK4gIMPolJRkOBpVyVGwiHRDxH74YR7VrKkgM7MMqls3k5YuzaeiYlVycVHQ/PlljAdcTH4+0Vdf5VPz5llkZZVB9vYK8vNT0p49BaJ0ublEwcE5VKWKghwcFDR8eA79/LNuFKysLN3Gt28vIC+vLLK2ziCZLIPatVPSoUPP6v7772pycFCQjU0GHTmiW37mjIb8/JQkleqOW69e2XT16rPRp/SjQBUfSnjhwjxycRH//saNyxENd1uSfhQs/SSRZJCDg4L698+mc+cMh6tNTi6kQYOySS5XkIVFBrVqlUUHDjzbF/0oWMWHMT5xQkNABiUmPjuX+pHC8v87SFVoaAG5uWWSlVUGdeigpCtXtHT4sJpkMt1Ia0TGR8Eqvv/Z2URABu3YoTtH0dFa8vdXklyuIKk0gxo3zqQVK56NilXRa54xxhirCAnRy3S7ZIwxxhhjjLGKe2M6oTP2bzFnTj5WrFCVn5Cx/wFbt9pg1CiL110Nxhhj/yL8BoQxxhhjjDFWad7oTuiMMcYYY4yxfxcOQBhjjDHGGGOVhgMQxhhjjDHGWKXhAIQxxhhjjDFWaTgAYYwxxhhjjFUaDkAYY4wxxhhjlYYDEMYYY4wxxlil4QCEMcYYY4wxVmk4AGGMMcYYY4xVGg5AGGOMMcYYY5WGAxDGGGOMMcZYpeEAhDHGGGOMMVZpOABhjDHGGGOMVRoOQBhjjDHGGGOVhgMQxhhjjDHGWKXhAIQxxhhjjDFWaTgAYYwxxhhjjFUaDkAYY4wxxhhjlYYDEMYYY4wxxlil4QCEMcYYY4wxVmk4AGGMMcYYY4xVGg5AGGOMMcYYY5WGAxDGGGOMMcZYpeEAhDHGGGOMMVZpOABhjDHGGGOMVRoOQBhjjDHGGGOVhgMQxhhjjDHGWKXhAIQxxhhjjDFWaTgAYYwxxhhjjFUaDkAYY4wxxhhjlYYDkBewd+9eSCQSSCQSSKXS110dxhhjjDHG/me8sQHIrFmzhJt8iUSCunXrgohed7VYMQqFAitWrECPHj1Qq1YtWFlZwcrKCq6urujXrx+2bt0KtVptkG/Tpk2ic9usWTMUFhYa3UZISIiQrlevXmXW57fffhOVK5FIkJSUVGaeESNGGOS5c+dOqenHjBljkP727dtlllfetHv37jLryBhjjDH2b/JGBiBFRUXYs2ePaNm9e/dw7ty511QjsRYtWmDVqlVYtWoVVqxY8bqr81rs2LEDdevWxZw5cxAREYGHDx9CpVJBpVIhJSUFBw8exJgxY9C0aVPExsaWWdbVq1exdevWl67Trl27KrSsPAcOHDC6vKioCOHh4c9dHmOMMcYYe8bsdVfAmBMnTuDvv/8GAJiYmKCoqAiA7mbSz8/vdVYNANCgQQPMmDHjdVfjtdmwYQMmT54sWubg4IBGjRohLy8PiYmJyMvLAwAkJiaiS5cuOH/+PBo0aFBqmQsWLEBQUBBsbGxeqE7Z2dn47bffABheM/Pnz3+ussLCwvDhhx8aLI+KikJ6enqFy5HJZOjSpUu56WrVqvVc9WOMMcYY+1/2RgYgO3fuFP49duxYbNq0CQDw888/49tvv4WZ2RtZ7f8Xbt++jZkzZwrzVapUwYYNGzBo0CCYmpoCAFQqFdavX4+5c+dCo9EgMzMTH3/8Mfbu3VtquY8ePcLKlSvx2WefvVC99u/fj/z8fABAjx49cPXqVaSkpOD69euIjY1FixYtyi2jVq1aSElJwdmzZ5Geno5q1aqJ1hcPcJycnJCamlpmeXXr1i31bQpjjDHG2P9Xb1wTLJVKhX379gnzc+bMQePGjQEAT548wbFjx8rMf/ToUQwaNAi1a9eGpaUl5HI5mjRpgunTp+P69etG82RkZGDhwoVo3bo15HI5LCws4Orqiu7du2PLli3QarWi9OV1Qs/Ly8OCBQvQsGFDSKVSuLi4YMKECXj8+DG2bNki5G3btq2Q5+7du8JyExMTaLVa3L9/HyNHjkSNGjUglUrh6emJ7777rsLHsnh9vv76a/j6+kIul8Pc3ByOjo7o3bs3fv/99+cq69tvv4VKpQIASCQShIWFYejQoULwAQBSqRQzZ87Eli1bhHT37t2DUqk0KM/f3x8SiQQAsHz58nJv6ktTPGgdMGAA3n77bWG+os2w2rdvD0DX1OrQoUMG6/UBSKtWrWBubv5C9WSMMcYY+3+P3jC//PILASAA1LRpUyIiWrRokbAsODi41Lzz5s0T0hmbrKysKDw8XJTn7t275OLiUma+Xr16UV5entE6WlpaispTqVTUrl07o+XUqVOHPvvsM2G+c+fOQr7U1FRR2ri4uFLrtWjRogofz4yMDGratGmZ+/f1119XuLziderbt2+56fft20dpaWmiZRs3bhTKGDduHA0dOlSYnzhxoijtjh07hHU9e/Y0uo3U1FQyNTUlAGRqakqPHz+mkydPCvlcXV2pqKjIaN7g4GAh3erVq8nc3JwAUL9+/UTpEhMThXSffPIJOTo6CvOJiYlGy/Py8ir3+DDGGGOM/X/zxr0BKf60eujQoQCAoKAgYdmBAweE/gXF3bhxA1999RUAwM7ODmvXrsXp06cRGRmJefPmwcTEBPn5+Rg+fDiysrKEfJ988gkePnwIAAgICMChQ4cQFRWFvXv3wsvLCwBw5MgRLFu2rEL1X7NmDaKiooT5d955B6Ghofjuu+9QWFiIb775RlhX/K1B8X8DwKRJk6DVajF79my8++67oifuX331FTIzMytUny+//BJXr14FADg7OyM8PBxxcXGiZlSffvqpcAzK8vDhQ1G6Pn36lJtnwIABBk2ZisvJycHSpUthYWEBANi8eXOpb6pKs2fPHmEUrc6dO8PJyQkdOnRAzZo1AQDJyck4depUueVYWFgIb0EiIiJE15n+7Qega+JV8q0YY4wxxhirmDeqM0VmZqaoSZA+AHF3d4eXlxfi4uKQm5uLsLAwDBs2TJQ3JiZGGKa3c+fOmDp1qrCuY8eOMDU1RWpqKlxcXJCdnQ25XA4AiI6OFtJ98cUXaNWqlTDv4eGBxYsXw8XFBR4eHhXaB31/Ff129c219PMV6YsA6DpvX7hwAXXq1BHyTpgwAQBQUFCAS5cuwd/fv9xycnJyEBAQAEAXDOiDhuXLl2Pr1q1QKBRQq9U4duwYxowZU2ZZjx49Es2X1am8orRaLerVq4cpU6Zg9erVKCwsxEcffWS0CVRpije/0l8zJiYmGDx4ML799lsAusC2U6dOZZZTWFiIgIAAREZGIj8/H8eOHUNgYCCAZwFIlSpV4OfnV6EhoZOSkoT8pfH398e0adPKLYsxxhhj7N/ijQpA9u7di4KCAgBAy5Yt0bBhQ2FdUFAQ4uLiAOhuJksGIDKZTPj38ePHsWzZMgwYMACNGjUCoAsujCmeb8aMGZg3bx46dOgAGxsbeHp6Ptc3GtLT03Hr1i1hftSoUULwAQDNmjWDn58fTp8+XW5ZU6ZMEYIPQPd9iSlTpkCj0QDQPdWviA0bNhhdbmpqilq1akGhUABAhfpe5Obmiuatra0rVIeKWLBgAbZu3YrMzEyEh4fjzz//rFCAdfv2bcTExAAAzMzM8M477wjrgoKChABk7969+O6778rtuxEYGIiPPvoIgO5tW2BgIBQKBc6ePQtA99anov0/lEolwsLCykxTpUqVCpXFGGOMMfZv8UY1wTL2JFuveDOso0eP4unTp6L1PXr0EAKW/Px8fPzxx3B3d4eTkxMGDRqEDRs2GO0EXfxNyenTp9G7d2/I5XJ4e3tj9uzZ+Ouvvypc/3v37onm9Z3ni9M36yqPj4+PaF4qlcLJyUmYz87OrlA5hYWF2LhxIzp37oxatWrB1NRU6OweHx8vSlee4sEaoHu78qrY29vjk08+EeZnz55dobcMxa+Zbt26wcHBQZhv27Yt3NzcAOgGGjh8+HC55TVs2BBNmjQBABw6dEj49oe+ydWAAQMqtkOMMcYYY8yoNyYASUlJEbXT//jjjw2+hK6n0Wjwyy+/iPLb2Njg+PHjBl/LTk9Px6+//orJkyfD1dUVP/zwg2j9hAkT8P3334v6KRQWFuLSpUtYuXIl2rVrh06dOr3QGwJj37SwtbUttxwARvtNGBtxqzzBwcGYOHEiIiMj8fDhQ9jb26NZs2bw8vJ67vJq164tmr958+Zz16cs06ZNE7Zx+fJlhISElDvkcvE+Q0eOHDH4ynjxoLCio2Hpm009ffoUly9fxsGDBwEAlpaW5X6NvTgvLy8QUZnTq/gAI2OMMcbY/5I3JgAJDQ0VPh5XEcZuJmvXro3Dhw/j1q1bWLt2LYYMGSL6yJtSqcTkyZNF/T4AXXOn+/fvIzw8HB9++CHat28vdIoGgFOnTmHs2LHl1qnkDb2xzvIVfXPxKpw4cUL0Rfm1a9ciLS0NV65cQWxsLOrVq/dc5Tk4OMDd3V2YL94xuzQjR47E119/bdB/xBipVIolS5YI8/Pnzy8zADl//ryoyVt5Dh48WKG3NsX7bRw/fhx//vknAN0blooGkIwxxhhjzLg3pg9I8YDC19cXTZs2NUiTk5Mj3FCfOXMGDx48MHgqD+ia0TRs2FBoXhUbG4uxY8fi8uXLICLs27cPvr6+ojxWVlbo06eP0Ek7NzcX69evx5w5cwDonq7n5eWV2e/B1dVVNH/9+nXRtz4ACP1YKsOZM2eEf1epUkXU3Eyj0eDu3bvPXebw4cOxcOFCAMCff/6J8PBwoZN7SVu3bsWOHTsAAPPmzUNMTIyok78xI0aMwDfffIPY2FgkJyeX+dai+LratWuje/fuRtPt2bMHOTk5yMvLw/79+/Huu++WWQcfHx/ho4QbNmzAkydPAKDcDuWMMcYYY6x8b0QAov9atd7q1asNbtwBgIhw7tw5JCcng4gQGhqKuXPnAtDd7MbExODWrVv48ccfRU/3W7RogcGDB+Py5csAIHR0v3PnDrZt24aEhATUr18fS5cuFfLY2Nhg5syZ+Oyzz5Cfnw8iglqtLjMAcXFxgaurq9BBfMuWLRgzZozQEf3y5ctCZ+bKoN9PQDfaFBEJddm8ebPwQUEAQuf28kyZMgVr164VbsqHDBmC1atXY9SoUcJbI61Wi2+//VbUp6NDhw7lBh+A7qOFy5cvF4KJ0jpxFxYWigYImDx5Mj7++GOjaVUqldBXZNeuXeUGIBKJBP369cO6deuEJlwmJibo169fufVnjDHGGGNleyMCkOIdiV1dXQ3eTuhJJBIMGjQIq1atAqC7mdQHILGxsVi/fj0A3bc35s2bBzc3NxQVFeHq1atYs2aNUI5+dCVra2usWLEC+fn5wnc4evToATs7Ozx9+hQhISHIz88HoAtiKjJi0ejRo7F48WIAujcQAwYMwPDhw/Hw4UN8/fXXsLa2Nugr8k8p/hYpJycHixYtwrBhwxAREYHZs2fD3d0dCQkJAHRveIYMGYI6deqU2czI0dER27ZtQ2BgIDQaDfLy8jBx4kTMmTMHHh4eMDMzw40bN5CRkSHksbe3x8aNGytc727duqFnz544evRoqc3y/vzzT1G/nEGDBpVa3pAhQ4Rr7Pjx40hLSxN16DcmMDAQ69atE+bbtWtXbp6SKjIMLwDUqVNHGK2LMcYYY+xfr/K/fShWVFREbm5uwtejZ86cWWb6c+fOib7iffXqVSIiyszMpE6dOpX5xW8ANGbMGFF5u3fvJktLyzLz2Nvb08WLF4U8ZX0JXalUlvrl8YYNG9K0adOE+a5duwr50tPTRWmjoqIM9r1+/frC+rVr15Z7bDUaDbVs2dJoXTp37kzx8fEkkUhEy0+cOFFuuUREf/75J9WuXbvc4+3p6SmcI73iX0IfOHCg0fKvXLlCJiYmorKKfwl91KhRwvKWLVuWWVeVSkUymczosSv+5fLiy9VqNVWpUkVYt3z5clGZcrm83C+hV3Ty9PQs/4AzxhhjjP1LvPZO6OfOnRONVFTWk2xAN7Rq8X4f+ifbcrkcERER+OGHH9CtWzfUqlULUqkUFhYWqF27NgYOHIjffvsNP/30k6i8oUOHIiYmBh988AEaN24Me3t7mJqaQi6Xw8fHB59++ilu3LhRoeZDgO4r7KdPn8aUKVNQs2ZNWFhYoE6dOvjggw/w119/iTqqlzfC08syMzNDREQE3nvvPdStWxdSqRSNGjXCF198gaNHj6Jp06ZYsWIFnJ2dYW5ujiZNmqB69eoVKrtLly64desWNm3ahMDAQNSpUwfW1tawtLSEi4sL+vXrh5CQEFy+fBmenp7PXfdmzZph1KhRRtepVCrs379fmC/vmrG0tBQ1n6rIaFjm5uaivi3c/4Mxxhhj7NWQEFXgYwvslRk7diy2bNkCQNehu3jzM8YYY4wxxv7t3og+IP8mx48fx9mzZ5GcnIyaNWuKvsCen5+PI0eOCPNt2rR5HVVkjDHGGGPsteEA5BW7f/8+Fi1aBEDXab6wsBD9+/dHVlYWVqxYIXwPQyaTYcSIEa+zqowxxhhjjFU6boL1imk0GvTt2xfHjh0rNY21tTV+/vnnUr+fwRhjjDHG2L8VByD/gMLCQmzbtg27du1CXFwcFAoFpFIp6tSpg65du2L69OmoX7/+664mY4wxxhhjlY4DEMYYY4wxxlilee3D8DLGGGOMMcb+/+AAhDHGGGOMMVZpOABhjDHGGGOMVRoOQBhjjDHGGGOVhgMQxhhjjDHGWKXhAIQxxhhjjDFWaTgAYYwxxhhjjFUaDkAYY4wxxhhjlYYDEMYYY4wxxlil4QCEMcYYY4wxVmk4AGGMMcYYY4xVGg5AGGOMMcYYY5WGAxDGGGOMMcZYpeEAhDHGGGOMMVZpOABhjDHGGGOMVRoOQBhjjDHGGGOVhgMQxhhjjDHGWKXhAIQxxhhjjDFWaTgAYYwxxhhjjFUaDkAYY4wxxhhjlYYDEMYYY4wxxlil4QCEMcYYY4wxVmk4AGGMMcYYY4xVGg5AGGOMMcYYY5WGAxDGGGOMMcZYpeEAhDHGGGOMMVZp3ogAJDAwEBKJpNTp9u3buHr1KiQSCc6cOfO6q8sqUdOmTTF16tSXTvOiHjx4gMmTJ8PNzQ2WlpaoUaMGevfujaNHj4rS6a/hX375xaCM1NRUSCQSnDx50mDdzZs3IZFIUKtWLRQVFRmsX716NSQSCfr06VNqHZs3bw6JRILjx48DAGJjY8v8PUkkEly9evV5DwVjz2Xv3r2QSCR48uTJ664KBg0ahG7dur3uajDGGPsvs9ddAb369etjw4YNRte5uLhApVJh/fr1aNCgwUttZ/DgwQgICMDo0aNfuAwnJyfExMTAzc3tperyv+DatWsICAjAvXv3XndVKt358+fRo0cP2NnZ4YMPPkDjxo2RmpqKHTt2oFevXlixYgU+/PBDIb2pqSnmzJmDvn37wsrKqkLb2LJlCzw9PXHz5k388ccf6N69u0Eaa2trHDt2DKmpqahevbpoXVxcHBITE42W/fnnn6N9+/ZG19WtW7fUOr2K3whjb5L33nsPBQUFr7sajDHG/uuNCUBsbW3LfEJlZWWFSZMmvfR2Ll68iICAgBfO/+DBA6Snp790Pf5XXLx48XVX4bXQarUYNmwYatasiTNnzqBq1arCuvHjx2PChAn45JNPMHDgQCEQffvtt3HixAksX74cn332WbnbKCwsREhICD788EMcOnQI27dvNxqA1KhRA0VFRdi1axdmzZolWhcSEgIfHx+jbwabN2/+Qk99X/Y3wtibxtjvijHG2OvzRjTBqoiSTbAGDx6MoUOH4rPPPoOtrS0OHToEANi0aROaNm0Ka2trODo6YuDAgUhJSQEASCQSJCUlYcyYMahSpYrR7Wg0GsyePRu1a9eGVCqFq6srZs2aBbVajZMnT6JOnToAdE+QAwMDAehuVhctWgQPDw9YWVmhUaNGWL9+vahcuVyOZcuWYcyYMXBycoK1tTUCAwNLbZ4wbNgwdO3aVbTMw8MDzs7OomVBQUHCzeKFCxfQvXt3ODo6wtbWFm3atBGa5eiVdXxKWrRoEUaNGoX79+9DIpFg9erVAICzZ8+iY8eOsLa2hq2tLfz9/XH+/HmjZeilpaVh5MiRcHFxEY7RmjVrRGnOnj2LFi1awNLSEu7u7vj1118NyqlImhfZdknh4eG4c+cOVqxYIQo+9FasWIFLly6J3oLJ5XIsWLAAy5YtK/WYFqd/qxEUFIQRI0Zg//79yMnJMUin0WjQr18/bN++XbRcH5T06NGj3G1VlLHfSEFBAebMmQNXV1dYWFigTp06mD9/PrRabanlrF+/Hk5OTjh58iS8vLxgY2MDLy8vxMXFYdu2bWjUqBFkMhn69OmD9PR0ZGdnw9bWFkuXLhWVU1hYCCcnJ3zyyScVqv/x48ef+81k//79X1uTtFWrVuG7774rdf0/XbdDhw7BzOzln0NptVpMnToVVatWhUwmw/Dhw5GVlWWQbvPmzWjSpAksLS3h4OCA4OBgPH78WFjv7OyM1atXY+LEiXB0dETVqlUxe/ZspKWloX///rC3t0ft2rWxdetWUbmhoaFo1aoV7Ozs4OjoiH79+uHOnTvC+uJNsG7cuAGJRIITJ04gMDAQjo6OcHZ2xgcffIDCwsKXPhaMMcYqgN4A/fv3Jy8vrzLTxMfHEwA6ffo0ERENHz6cPDw8qG/fvhQZGUlPnjyhU6dOkUQioR9//JFu375N0dHR1LFjR2rXrh0REaWkpBAAWrt2LT19+tTodhYvXkxOTk509OhRunPnDoWHh1PNmjXpk08+IbVaTXv27CEAdOnSJVIqlURENGPGDLK2tqZt27ZRYmIirV+/niwsLGjTpk1CuQ4ODmRvb09bt26lwsJCunnzJrm6ulJwcLDRemzatIlsbGxIo9EQEVFqaipZWVlRtWrVKCEhQUhXs2ZNWrVqFeXn55ODgwP17duXLl++TNeuXaNp06aRjY0NpaSkEBGVe3xKys3NpWnTppGrqyulp6dTfn4+JSQkkFQqpaCgIIqLi6O4uDjq168f2dnZUXJycqnnLyAggOrXr0+RkZGUkJBAmzdvJlNTU9q/fz8REWVmZpK9vT35+/tTXFwcnT9/nrp27Ur29vb0/vvvVzjNi2zbmFmzZpGJiQkVFBSUmqa4/v3704gRI0itVlOjRo1o2LBhwrpHjx4RADpx4oQoz5AhQ6hnz55ERKRUKsna2pq2bNkiSrNq1SpycXGhs2fPEgCKi4sT1kVERJCpqSldu3aNAFBERAQREV2+fJkA0M8//0z5+fkGk1qtLnU/jP1Gxo4dS/b29rR79266ffs2hYSEkJ2dHc2cObPUcjZu3EgWFhYUFBRECoWCFAoFubu7U7169Wj06NGUl5dHKSkpVK1aNZo7dy4REY0ePZo8PDxE5Rw/fpwA0M2bN0vdVnERERFUp06dCqXVq1OnDsXHxz9Xnldl1KhRtHbt2lLX/9N1UygU9Ndff710OYsXLyYLCwv66aefKDExkdatW0e1a9cmAJSenk5ERNu3byeJREJLly6lhIQEOnnyJHl4eJC3tzcVFRUREZGLiwvVqlWLDh48SEVFRbRhwwYCQK1ataJz585RUVERffrpp2RlZUUZGRlERBQTE0MSiYTmz59PN27coJiYGOrSpYvo/5SBAwdS165diYgoMTGRAJCXlxedO3eOiJ5dZ3v27HnpY8EYY6x8b0wA0qxZM8rOzjaYcnJyiMgwAAkODiZzc3NRILFu3TqysrIS3WClpqZSdHQ0ERHl5+cTAIObvOKGDBki/Eeld+PGDeGm//DhwwSAkpKSiIgoKyuLLCwsaOHChaI848ePpwYNGgjzDg4OBuV++eWXJJVKhX0s7t69ewSAzp8/T0REu3fvpnbt2lHv3r2FwEb/H+nVq1dJrVbTlStX6MmTJ0IZSqVS9J9qecfHmLlz54pu6GbMmEGOjo6iMrKzs0kqldKSJUtKLScxMZHu3r0rWtaqVSuaPHkyERHt3LmTANC1a9eE9SkpKSSRSITgoiJpXmTbxgwdOpRcXV1LXV9S//79hWDy4MGDBIDOnDlDRMYDEIVCQVKplEJDQ4VlI0aMoC5duojK1QcgRER169alDz/8UFg3atQo6tGjB6WnpxsNQEqbAgICSt2Pkr+RJ0+ekJmZGa1atUqUbv78+WRjY1NqgLZx40YCQBcvXhSWzZw5kwBQWlqasGzw4MFCEHbmzBnRNU9ENGnSpFIDZCJdUBoYGEiurq7UunVrWrRokeh6vXXrFnXu3Jnc3NzI1dWVvvzyS2Fdbm4uOTs7EwBycHAgZ2dnatasmaj8//znP1S/fn1ydXWlt956SxT8ExH9+OOP1KRJE2rcuDE1a9aM9u7dK6zTarU0f/58atSoEbm5uVG/fv2Em3Eiop49e5KFhQXZ2dmRs7MzOTs7U2JiYoXrFhoaSk2bNqUGDRpQy5Yt6dKlS6Uep5KuXr1Kzs7O5OjoSKampgbr//77bxo4cCA1bNiQ3N3dadKkSUb/Tuk1FBT1DAAAIABJREFUbNiQBg8eLFo2YcIEUQDSokUL6t+/vyhNRESE6Lfi4uJCb7/9trA+KyuLAIh+3/qAOyoqSkhz4cIF4WENEdFvv/1GAOjx48dEZDwAKfn3ql69ejRnzpxS95Exxtir88Y0wYqPj4ednZ3BVLLJUXHu7u6wt7cX5v39/SGRSNCxY0ds3LgR9+7dg7OzM9q0aVPherz99tv4448/EBQUhL1790KhUMDDwwONGjUymj42NhZqtdqgGUznzp1x+/ZtUZOaVq1aidJ4enpCpVLh4cOHBuXWqVMH9evXx9mzZwEAkZGReOutt9CuXTucPn0aAHDq1CnUqFEDnp6eMDc3h1qtxtSpU9G4cWPUqFEDDRs2BABkZGS8suNz8eJFeHt7w9zcXFhma2sLd3d3xMbGlprP1tYW3377Lby8vFCzZk1Ur14d8fHxQt2uX78OGxsbNGnSRMjj4uICFxcXYb4iaV5k28ZIJBLRPj6Pvn37olevXpg2bZrRka0AXZMRCwsLBAQEQKvVQqvV4t1338XJkyfx4MEDo3mGDRuGXbt2obCwEPn5+di3bx+GDRtWaj2WLVuGqKgog2nlypUV3pe4uDhotVq0bdtWtNzHxwe5ubmldoDXc3d3F/4tk8ng4OCAatWqiZbpm+r4+fmhcePG2LFjBwBdE7P9+/eX2Rn+66+/RlZWFu7evYtTp04Z9IWZNm0aWrdujaSkJERGRuLzzz8XrlNra2ukpqbC1NQUJ0+eRGpqKq5cuSLkjY6OxpdffokzZ87gwYMHaNy4MT766CNh/ZMnTzBjxgycPn0a169fx4EDB7B//34QEQBgzZo1OHToEP766y8kJSWhYcOGGDt2rJD/yJEj6NChA5YuXYrU1FSkpqYKg2yUV7cLFy7gvffew65du5CYmIhFixahZ8+eUKlUZZ4PPU9PT6Smpgp/S0oaO3YsHB0dkZCQgNjYWFy/fh2LFy82mlatVuP27dsGf0d8fX2Ff2s0Gly5csXodQRA9Lej5DUD6Jqfllymv25kMhmSkpLQp08f1KtXD9WrV8eoUaMAoMzfePPmzUXzVatWhUKhKDU9Y4yxV+eNCUAaNGiA06dPG0wRERGl5pHL5aJ5d3d3REVFoX79+vj4449Rt25dtG3bFjExMRWux4gRIxAWFgaFQoF3330XTk5OGDRoENLS0oymVyqVAIAuXbpAKpUK05gxYwDohmDVs7W1FeW1sbEBAGRmZhotu1u3bsINVWRkJDp27Ag/Pz9RAKLvXJmYmAh/f3+oVCqEhITg0qVLBh3IX8XxUSqVwg1AcXZ2dsjOzjaaR6PRoGfPnoiIiMDKlSsRExOD2NhYtGzZUkiTnZ1tdOSo4sesImleZNvGuLq6Ijk5ucI3dCV98803uHLlCrZs2WJ0/datW4VjaW5uDnNzc/Ts2RNEJNyAlxQcHIxHjx7h+PHjCAsLg1qtxoABA0qtQ6NGjdC2bVuDqfgNXnn013fJc25nZwcApZ5zPUtLS9G8VCo1SKO/YQeAcePGITQ0FFqtFqdPn4ZSqcTQoUNLLf/EiRMYNmwYzMzMIJVKMXLkSNH6ffv2CTfOdevWRf369XHr1q0y66zXpk0bJCcnCyOPdevWTZTXwsICRITNmzfj/v37qFevHkJCQiCRSAAA27dvx4QJE4Q+RLNmzcKhQ4fKPWYVsXPnTvTo0QPNmjUDAPTr1w9VqlTBH3/88dJl5+bm4siRI5g7dy4kEgmkUimmTp2KAwcOlJqeiAx+m8V/l7m5uSgqKqrQdVTymgHKvm727NmDwYMHw9fXF4cPH0ZsbCx++OGHcvfT2N+S4tciY4yxf84bE4DY2NjgrbfeMpjatWv3XOU0b94cISEhSEtLw8mTJ2FmZoaAgIDnGoKxX79+OHr0KJ48eYKdO3fi3LlzGD9+vNG0+iAoJCQEsbGxwnTlyhXcuHEDrq6uQtqSNx76mztjnZwBoGvXrjh79izS09Nx8+ZN+Pn5oW3btkhOTsbff/8tCkD27NkDrVaL0NBQeHt7o0aNGkY7VL7s8ZHL5UK9S+5LyYBQLzo6GleuXMGGDRvQrVs31KpVC9WrVxeNJmZjY2O03OLBWUXSvMi2jenYsSM0Go1BZ1c9lUqFBQsWlDqIQOPGjTFlyhTMnz8fubm5onU3b95ETEwMtm3bhvPnz4um8ePHG3Q212vSpAmaN2+On3/+Gbt370afPn1KPeavir78ksddP/+qtz9q1ChkZWXhxIkT2Lt3LwYMGFDmNp4+fSr6/RR/IwoAZ86cQd++feHj44O2bdvi/v37pb6VKik/Px8LFy6Et7c3fH19sWDBAlFemUyGyMhIXLp0CT4+PvD09MSePXuE9RkZGfjiiy/g5uYGNzc3tG/fHnK5XNTp+kVlZGTg2LFjQtlubm5QKBSvZIS+R48eAdANN67n5ORUar2tra0BwKDTecnfrqmp6T9yHW3cuBH+/v5YvHgx3N3dUb16deTn579weYwxxv55b0wA8ipER0cjKioKgO6bDJ06dcLixYvx5MkT0ZuIsp5yhYWFCd+8sLGxwZAhQzBhwgTEx8eL0unL8PLygqWlJdLS0uDh4SFM+qYmxZ/mRUZGisq4cOECbGxsREFKcf7+/khNTcXWrVvRtGlTVK1aFdbW1mjRogVCQ0ORlJQkjOyiUqlgY2MjelIYEhIiqmtFj09JxY+Xj48PLly4ALVaLSzLzMzEzZs30bp1a6P59W8RHBwchGVRUVFISkoSynZ3d4darcb169eFNPHx8aJ6VSTNi2zbmN69e8Pd3R2ff/45kpOTDdZPnz4dK1asKDP4WbRoEbRaLVasWCFavmXLFtSoUQMjRoyAj4+PaJowYQJu3bqF6Ohoo2UGBwcjIiICERERZTa/elnFr28zMzOhKaBeVFQU5HK50MzvVdGPYBQaGoq9e/cKbxJLU7VqVdE50N88A0BOTg769u2LSZMm4cKFC/jrr79Qq1atCtflyy+/RExMDCIjIxEdHY1FixYZpGndujVCQ0ORlpaGFStWYNSoUcIIaLVq1cLy5ctx7949YVIoFC/9LSN92QMHDhSVnZ6e/kq+3VKjRg0AEAUz6enppR47S0tLuLm5GTTBLP722tzcHF5eXkavIwCl/u2oCJVKJfp9A7o3RAC/0WCMsTfVvyoAOXLkCPr3749ff/0Vd+/eRWxsLNasWQM3NzdhWF0rKytERkYiNjYWGo3GoIzVq1dj6NChOHXqFJKSknDy5En8/PPP6NSpE4BnbyvCw8Nx/fp1yGQyTJw4EQsXLsSePXuEPN27dxfaIev9/fffWLRoEe7evYvw8HCsW7cOQUFBRpsXALqb5hYtWmDt2rXo0KGDsPytt97C2rVr0axZM6F5iK+vL9LT07FlyxY8evQI69atQ0xMDJycnBAXFwelUlnu8TGmatWqQlvx+/fvY8qUKcjLy8O4ceNw69YtxMfHY/jw4ZDJZAb7q+fl5QWpVIo1a9bg0aNHOHbsGKZOnYoePXogISEBaWlp6Nu3L+zs7DB16lScP38eZ86cwZQpU0R9gCqS5kW2bYypqanwVqlly5b4/PPPceDAAWzatAmdOnXCTz/9hM2bN5d5M1m1alV88cUX2Lx5s7BM/+2PgQMHwsTE8OfXpk0buLm5Ydu2bUbLHDZsGFJSUmBiYoK+ffuWum0AuHz5Mo4cOWJ0unv3rtE8JX8jdnZ2GDt2LL766iuEhYXhwYMH2L59O77//nvMmDHjlQzhWtL48eOxY8cOmJubw9/fv8y0HTt2xK5du6DRaJCdnS1qvvb06VOo1Wqh30FYWBhSU1MNhjqWyWRC06rs7GzhbeDff/8NT09P2NraIicnBzt37hTljY6OxtChQ6FWqyGRSODt7Q0rKyuhCdbgwYOxbt064Sl/RESEwbeMim9brVYbvCEorW6DBg1CWFgYEhISAOi+TzRo0CCDPg+//fYbatWq9VwfErWxsUGvXr2wfPlyEBHy8vKwZs0aBAUFlZpn2LBhCAsLw8aNG3H16lWsXLkSly9fFqWZPXs2wsPD8c033+D+/fs4ceIEpk+fjk6dOgl9QV6Er68vIiIiEB0djfv372Py5MmoWbMmAN1Dnhd9GzJ+/HhMmzbthevFGGOsDJXf793QiwzDGxwcTH5+fqI0Go2G5s2bR25ubmRhYUHVqlWj/v370/Xr14U0n3/+OVlbW5ODgwMpFAqD7Tx+/JiGDx9O1apVIwsLC6pduzZNmTKFMjMziUg3sk3v3r3JwsJCGLFIo9HQggUL6P/au++oKo73f+DvS7106V0pV0AQjIIlYlBjQ4goooBii4pgMGpU1I89lkRjLDGm2SUUDdhrYhCNRqyIiSWiEhAVEEFExFCf3x/82C8r7VpATZ7XOZzD3dmdnZ2dnbuzOzO3efPmpKysTJaWlhQWFkaPHj0S4tXX16f58+fTxIkTSV9fn9TV1SkgIICKiorqPe7w8PAa00Pu2LGDANSYBjU8PJwMDAxIR0eHhgwZQvn5+TR//nySSqX00UcfyZU/z0pPTycHBwdSUVGhefPmEVHlbEXu7u4klUpJU1OTPD096fLly/UeR0xMDFlZWZGamhq999579Mcff9ChQ4dIW1ubnJyciKhyKkwnJydSVlamli1bUlxcHLm7u4tmq5JnnRfZd13u3r1LYWFhQp6ZmZnRgAED6OzZs6L1qs+CVV1ZWRk5OzsLs2BVzaJ2/PjxOvc5bdo00tPTo+LiYtEsWFU8PDxE+3reWbAA0KJFi+rc/7PXSHFxMU2dOpXMzMxISUmJrK2t6bPPPhOmTq1N1SxY1Wcmmj9/fo1jGTNmDHXs2FG0rLy8nLS0tGju3Ll1xl/lwYMH5OXlRYaGhtSmTRtau3YtNW/eXAifPHky2draUrdu3Wj58uW0aNEiMjAwoPj4eGGdr776ivT19UlbW5tkMhmlpKQQEVFycjI5OjpSp06dqF+/fnTmzBmysLAgHx8fIqq87idOnEgymYwcHR3JxcWFtmzZIsRbdb3JZDJq2bIlde7cWZi5qcrx48fJxsaGNDQ0yNzcXDQrWn1pIyKKjo4mJycnkslk5OTkVOvsfjExMQRAmF2rSpcuXYRZsAAIs3BFRUUR0f/NgmVvb08ODg4UHh5e75TU//zzD40dO5a0tbVJU1OTAgICKC4uTjQTFVHl9OIODg6krKxMhoaGNHbsWFE9bG5uTrNnzxbFDYDWr18vfM7IyCAAdOjQISIiys3Npf79+5OmpiaZmprSggULqLy8nHr16kWqqqoUHR1d6yxYVddLFVdXVxozZozwuWPHjjVmLmSMMfZqSIj4HXVTMDAwwOTJkzFnzpzXnRTG3miHDh1C//79kZaWJjzJZowxxti/x6vvP8EYYy/g7t27SEpKwrhx4zBx4kRufDDGGGP/UtwAYYy9EUJDQ3HixAkEBARgyZIlrzs5jDHGGGsk3AWLMcYYY4wx1mT+VbNgMcYYY4wxxt5s3ABhjDHGGGOMNRlugDDGGGOMMcaaDDdAGGOMMcYYY02GGyCMMcYYY4yxJsMNEMYYY4wxxliT4QYIY4wxxhhjrMlwA4QxxhhjjDHWZLgBwhhjjDHGGGsy3ABhjDHGGGOMNRlugDDGGGOMMcaaDDdAGGOMMcYYY02GGyCMMcYYY4yxJsMNEMYYY4wxxliT4QYIY4wxxhhjrMlwA4QxxhhjjDHWZLgBwhhjjDHGGGsy3ABhjDHGGGOMNRlugDDGGGOMMcaaDDdAGGOMMcYYY02GGyCMMcYYY4yxJsMNEMYYY4wxxliTeSMaIHPmzIFUKm30/Vy+fBkSiQQnT55s9H0968GDB5BIJIiLi2vyfb8u5eXl8Pf3h6amJgYOHPi6k8MYY4wxxt4Ab0QDpKmYm5vju+++g0wmk3ubK1euwMrKqhFT9e/122+/ITY2FitWrMCKFSted3IYY+ytYGRkhLS0tNedDMYYazRKrzsBTUlXVxehoaHPtc2FCxcaKTX/fnl5eQAAPz8/GBgYvObUMMbYm+/27dvIycl53clgjLFG9da8AdHR0cGyZcvw4YcfwsjICOrq6hgwYAAePHggrHPnzh0EBARAT08PqqqqcHZ2RmRkpBD+bBesgIAA+Pv7Y/PmzbC3t4eWlhZcXV1x+vRpAMCCBQswcuRIpKenQyKRYPXq1QCApKQk9OnTBwYGBtDW1sbAgQORnp4uSu8PP/yA5s2bQ01NDe7u7rhy5UqDx3jjxg307t0b6urqsLCwwJw5c1BRUQEAOH36NCQSCb7//nth/QkTJmDOnDmiOFasWAGJRILDhw+Lljdr1gxdu3YVPm/atAkSiUQ4VqlUCiUlJdGfg4NDvenduHEjHB0doaqqCn19fQQFBSE7OxtAZbe6QYMGAQAMDQ3h6enZ4PFXbTdq1Ci51q3Sv39/XL58+bm2eVVWrVqFtWvX1hn+OtPWWCZMmIAJEya87mS88crKyiCRSN7IJ9kvkraGynpjunjxolCf1Kax01ZYWPjKuu/GxMSgXbt20NLSgoGBAXx8fHDr1i0AwLFjx9CiRQsAgLW1NQYMGCBXnHw+33xxcXFo3br1604GY2+Mt6YBoqysjC+++ALdunVDVlYWLl68iKSkJEyePBkAUFJSgl69euH69evYvXs3Ll++DD8/PwwfPhx79+6tM86TJ0/izJkzSEpKwv3792FgYIDRo0cDAKZPn46JEyfC0tISOTk5CA0NRUZGBrp37w5FRUUkJCTg6NGjyM3NRc+ePVFcXAwAOHHiBEJDQzF48GBcunQJc+bMwdSpU+s9vpKSEnh6esLCwgJpaWk4fPgw4uLisHTpUmEdDQ0NrF69GkRUZzyRkZFQUlJCVFRUjbCUlBTcvn0bABAVFQUjIyNR+LFjx1BWVib8/fXXX3Xu58cff0RwcDCGDx+OP//8Ezt37kRSUhK8vb1BRJg1axY2bdoEALh+/Tp++umneo//ZVy6dKnR4n7Zfb/OtDH2Kv2XrzN1dXUkJiaiTZs2LxXPuXPnEBQUBC8vL5w7dw6HDh1CYWEh/Pz8AADu7u7Yvn07gMoHXT/++ONLp70u/+XzyRh7A9AbYPbs2aSqqlrvOvr6+tSjRw/RsiVLlpBUKqXCwkLavXs3AaCLFy+K1nF3d6eePXsSEdGff/5JAOjEiRNERBQUFETa2tpUVFQkrB8REUEA6MmTJ0RENGPGDGrRooUQPnPmTNLR0aGHDx8Ky27fvk0KCgoUGRlJRETBwcFkYmJCZWVlwjpRUVEEgGJjY2s9voMHD5JUKqWCggJh2dmzZ+nXX38lIqLExERydHQkV1dXOnDgABERhYWF0ezZs4X1r1y5QgBo1qxZpKmpKRwDEZGOjg6NGjWKPvvsM7pz5w45OjqSm5sbJSYmEhGRqqqqkC/yeOedd6h///6iZUeOHCEAdPLkSSIiio2NJQCUk5NTZzyXL18mV1dXsra2pj59+tCYMWNo5MiRQnhKSgp169aNrKysyNLSkpYsWSKEPXnyhIyNjQkA6evrk7GxMTk7O4viX7p0Kdna2pKlpSV16dKFrl+/LoSVlZXRhAkTyM7OjhwcHKhz5850+fJlITw7O5uGDBlCMpmMWrRoQeHh4aJz2qdPH1JRUSEtLS0yNjYmY2NjunHjhtxpi4mJodatW5NMJqO2bdtSUlJSg/kuT74QEdnb29OqVavIzc2NDA0NqW/fvvTgwQMh/MCBA+Ts7EwtWrQgBwcH2r9/v2j7n376iZycnMjY2JhcXFxo9+7dQlhYWBiNGTOGfH19yczMjBwcHIRyJE++1SczM5MAUFRUFNnb25ORkRFNmjSJysvLhXVsbGzo119/peHDh5O+vj6pqqoK+V5cXEzTp08nOzs7sre3J09PT0pNTSUiooKCApLJZLRz504hrvHjx5Ofnx8REW3ZsoUcHBxE6cnNzSWpVCoqF/WZOXMmmZubk7OzM3399dcEgP7++28iqixvs2fPJjs7O7KysiIfHx/h2oiMjKR+/fqRl5cX2dvb07p166hDhw40ZMgQIe579+6Rn58ftWzZkuzt7Sk0NJQKCwvlSldDaSsqKqJhw4aRtbU1WVhYUGBgoKherK+sEzVcHk+ePElubm7k6OhIdnZ2NG/ePFF4fdfCp59+SpqamqSqqirse+vWrXKn7WXKIxGRnZ0dGRsbk4KCQo06sr7yVptHjx7R+fPnqbS0VFi2d+9eAkDZ2dlERHTo0CHRualLY57PhuqHdevWkaOjI7Vq1YqcnZ0pLi5OFN6Y5/PChQvk4eFBLVu2JJlMRj/++GO9+fSs+r4TQkJC6OOPPyYfHx8yNjamNm3a0IULF4Twhsr5xYsXqXv37mRsbEzW1ta0ePFiISw2NpbeeecdmjNnDrVo0YJMTExo3bp1cudbQxqq80ePHk0LFy6kFStWkKmpKWloaND69euF8K1bt1Lr1q3J3t6eXF1dhXsPIqJvvvmGXF1dqaSkhIiIbt26Rfr6+nT+/HlKTU0lFRUVunPnjig9bm5utHbtWrnTz/573qoGSHh4uGhZVaPj+vXrNHfuXFJTU6OKigrROpMmTSIDAwMiqr0B0q5dO9H6+/btIwDCxfRsA6R79+7Uq1evGumTyWQ0bdo0Iqps9Hh7e4vCb968WW8D5KuvviIXF5c6jz8xMZFkMhlFRkYKDbFnGyAzZ84kR0dHevLkCWloaFBMTIwQpqOjQ4cPHyYXFxdasWIFzZ07l1xdXV+oAVJSUkIKCgr0+eefi5Y/fPiQAAiVjjwNkM6dO9PcuXOJiOjOnTtkYmIiaoB4enoK572qonu2kamoqEh//vlnjbhPnz5NWlpalJmZSUSVDcPqjaYdO3ZQp06dhJuRnTt30tKlS4VwHx8fGj16NJWWltKTJ0+oS5cutGLFCtE+evToQV9//XWdx1dX2s6dO0fa2tr0xx9/EBHRnj17yNDQkJ4+fVpnXNU1lC9OTk7k5uZGeXl5VFpaSn379qWwsDAiqrxp0tbWFhqyUVFRpKurK1w7J0+eJD09PSFtJ06cIBUVFbp58yYRVZY7Q0NDunTpEhFVXiNdu3Z9rnyrS05ODgGgcePGUVlZGWVlZZG5ubnouvH29iY7OztauXIlFRcXExEJaV+6dCm5uroKDfnw8HDq1KmTsO358+fJzMyMMjMz6dChQ2RtbS08THj69Cnp6+tTQkKCsP7q1avJ3d1drrT/8ssvZGhoSFlZWURENGfOHNFN4cqVK6lNmzaUl5dHRERTp06lfv36EVFlg69Zs2b09OlT6t27N40cOZKKiopISUlJSJ+npyeFhIRQRUUFPX36lDw8PGjGjBmvJG1Lly6lzp07U0lJCRUVFZGLiwutWrVKFEd9Zb2h8ujs7CyUt6KiIho5ciSlp6cTkXzXwqJFi4SGYm3qS9vLlMfqjI2Na9SRDZW32sTGxlKvXr3I2tqajI2NSVdXlwDQtWvXiEi+Bkhjns+G6oecnBxSV1en3NxcIqq8GQ0KChLCG/N8Pn78mMzNzWnTpk1ERPT333+Tnp6eqJFQn4a+E8LCwqhZs2ZC2pcsWUJOTk5CeH3l/NGjR2RgYECRkZFUUVFB9+7do+bNmwuNq9jYWJJKpbRx40YiqjzPqqqqQr687HdCfXU+EdHy5cupZcuWFBgYKNQpVQ92EhMTSUtLS2iMHThwgLS0tOj+/fvC9n5+fjR79mwqLy8nd3d3Wr16tRDm7e1N8+fPFz5funSJNDQ0KD8/X660s/+mt6YLFgBoamqKPmtoaAAA8vPzUVBQAE1NTUgkEtE6WlpaePz4cZ1xqqmp1bqc6ujmVFBQgPj4eEilUtHfrVu3kJmZCQB4/PhxjXifTfuzcnNzoaWlVe86RAR/f3/89ddf+OOPP2qExcTEICgoCOrq6ujXr1+Nbliurq4oLS3Fpk2bEBQUVCP+Hj16iI6pevev6p48eYKKigpoa2uLllelv778rq64uBinTp3C8OHDAVTOUubl5SVaZ+fOnVi0aBGAyj7Rtra2SElJkSv+Dh06ICMjAyYmJgCAnj17irbV0tLCzZs3ERcXh4cPH8LX1xczZswAUFmm9u3bhylTpkBJSQnq6uoYP348YmJi5Np3Q6KiotC7d284OzsDAHx8fNCsWTPEx8fLtb08+TJs2DDo6upCSUkJw4YNQ0JCAgBARUUFt2/fFsbl9OzZEw8fPhQGvv7000/w9vYW0talSxfcuXNHNBtc79694eLiAgDo06cPbt68CeDV5dtHH30ERUVFGBsbw8vLS0g7UDkezNTUFJ988glUVFQAQLju4+LiEBYWJpTF8PBwnD59GllZWQAqr4Hp06cjKCgIoaGh2LZtG5o1awagchzUmDFj8N133wn72rhxo9wTVyQkJKBXr14wNjYGAIwbN04UHhERgeDgYOjq6gIApkyZgv379+Px48eQSCRwdHSEVCqFsbExHB0doaamBnV1deTl5eHJkyc4fPgwZsyYAYlEAqlUigkTJmD37t2vJG1Tp07Fzz//DGVlZWHcmrzXGdBwedTS0sK2bdtw6dIlSKVSbNmyBc2bNwfw8tdCfRr7Om6ovD1r+/btGDx4MDp27IhDhw4hOTkZP/zww3PvtzHPZ0P1g4qKCogIGzduRHp6OmxsbBAZGSlcg415PuPj41FcXIwPP/wQAGBlZQU/Pz+5z2dD3wkA0K1bNyHto0aNwpUrV4Rjr6+cx8fHQ01NDUFBQZBIJDA1NUVycjL8/f2FuPX19YUu3r169UJJSQnu3LkD4NXkW111PlBZb2ZlZWHdunVCnaegUHkLuGPHDvj6+sLOzg4A4OXlBUtLS9G+N2zYgG3btmHYsGEwMDDApEmThLCwsDCsX78eZWVlAID169cjMDAQOjo6cqed/fe8VbNgPXtjW1BQAKBydisdHR08fvwYRCRqhBSDtOUlAAAdhUlEQVQUFLzSi0BHRwddunSp9Uuj6ktIQ0MDjx49EoXl5+fXG6+RkREePnzY4P6VlZXx0UcfYfXq1UIDDKic8vb27dsYOnQoACAwMBCDBw9Gbm4u9PX1hfWGDh2KPXv2wN7evkbc8fHx6NKlS4Np0NDQgKKiopD/Vao+y5vfVbNkVd2QAYCenp5oBpiTJ0/iiy++wMOHD6GkpIT09HRhYH5Dnj59ivnz5+PEiRNQUlJCfn6+qGz06tULX3/9NTZu3IixY8eiffv2WLFiBdq2bYuHDx+CiODl5SVsU15eLsrzl5GXl4dffvlFdFP/5MkT0bF//PHHwhervr4+rl+/LoTJky9VX7JAZb5WL18RERGIiopCRUWF0Niu2j4nJwempqaiuAwNDUWfq89qpqysLHzxyJtv7dq1E8Yj+fj4COOF6kp71bpAZWPDzc0NtcnMzBSNbTI0NIREIkF2drYQZ2hoKBYtWgRXV1d06NBBtP348ePh4OCArKwspKen4969exg8eLAQnpGRgbZt2wqfly1bhjFjxgCofIjwbFmuLi8vDwsXLsTy5cuFZTo6OsLEDVUPLRQUFEQNq4qKCuHhRvVjMzIyErZtSENpS09Px6xZs3Djxg2oqKggPT0d/fv3lytuoOHyGBsbi6VLl8LPzw+FhYUICQnB/PnzoaCgINe18KIa+zqWp7xVt379erz//vvCTSxQWU89r8Y+n/XVD9ra2jh+/DhWrlyJL774AkZGRpg3bx4CAgIAyFe3vai8vDwUFBSI4i4uLoa3t7fwedu2baJJMk6ePClMqNLQdwJQs+4BKsuRoaFhveU8JyenRj1Z/RwB4npTUVERCgoKQt35st8JtaW9ep0vkUhgZ2dX64POzMzMGnX+s/VLs2bNEBoaivDwcJw6dUq0rqenJ9TU1LB37154eXkhKioKv/zyi2idhup89t/zVjVAjh8/Lvp8/vx5aGhowNLSEm5ubvjnn3+QlJQEV1dXYZ3ExES0b9/+pfZb/W1Ihw4dsHXrVtja2kJZWVlYnpKSIlzA9vb2OHToECoqKoQnDEeOHKl3H23atMGNGzdEDYarV69iw4YNWLlypWjdkJAQyGQyeHt7Czf7kZGRUFBQwDvvvCOkuaysDLGxsaInuDNnzmxwQHxDlJWV0aZNG/z++++i5YmJiQAgd35XVc75+flCxZyZmQklpcpiWVhYiA8++ADR0dHCIM3aGk51WbJkCc6ePYvjx49DU1MTMTEx+PTTT0XrBAYGIjAwEE+fPsXKlSvh7++PGzduwMzMDBKJBCdOnBCe1L5KFhYW8PPzq7cSXrx4MWbPng3g/55UAfLnS25urvB/Xl6e8GV65MgRzJ07FxcuXICtrS0yMzNhZmYmrGtmZlbjCW5KSgpMTExqvPV6lrz59vPPP6O8vBwAav0R0tzcXOHpbvW0V6nrh0tNTU1FX9gPHjwAEcHCwkJYFh4ejg8++AAXLlzAtm3bEBgYKIRZWVmhV69e2LhxI9LS0jBy5EioqqqKjq/6rGbV80NXV1d4mglAaDRUsbCwQEhICEaMGFEj3cnJybUeT/XjAipvcqpunnNyckTHVZ+G0jZixAi0b98e0dHRUFRUREhIiFzxAvKVRzMzM6xZswZr1qzBlStXMHDgQNjZ2SEoKEiua+FFNfZ1LE95q+6ff/4RXWsAhDfVz751r+stPNC457Oh+gGorONjYmJARDh8+DB8fX3h7u4OCwuLRj2fFhYWMDc3R2pqap3r9O/fH926dRM+V7/pl+c74dl6E6i8mW+onJuZmeH+/fuiuO7evQsFBYUaN/d1HduLfifUlfYXrTeBmvXL33//jVWrVmHBggUYP348Tp8+LcQnkUgwfvx4fPfdd3j69Cmsra1rPCRqqM5n/z1vVRese/fuYcGCBUhNTcWBAwfw7bffIjAwEFKpFH379oWjoyOCg4Nx7tw5pKamYtasWTh//jymTJnywvvU1dVFVlYWTpw4gfT0dISGhqKwsBCjRo1CcnIybty4gcWLF8PJyQlnz54FAAwZMgTZ2dmYMmWKMEPU1q1b691Ply5d4OLiggkTJuD+/ftITU3FiBEjau26pa+vD39/f+zfvx9A5ROguLg4rFu3Dvn5+cjPz8ejR48QGhpaoxuWkpJSnd3Onse0adNw4MABrFy5Eunp6UhISMCkSZPQtWvXOp9OP0sqlaJ9+/ZC3ty4cUPUUMvNzUVJSQk6deoEANizZw+ysrJQWFgoikdbW1t4Df748WNhNrJ79+7ByckJmpqaKCwsRFRUlGjbb7/9FosXLwZQ+fTZ1dVVeBqmqqoKHx8fLFu2THgK+OWXX9Z481V93yUlJTXeCtWVtkGDBmHPnj3CE6zbt29j0KBBwhceUPl03MTEBCYmJqKnrPLmy7Zt2/D06VNUVFQgOjoaPXr0EPLFyMgINjY2ICLhmKq2DwwMxIEDB3Dt2jUAlTP3tG3bVpS2usibb4aGhsKxVXUHqG7z5s0AKr9EDx06JKS9IYMGDcK3334rHMuyZcvQs2dPoVG/d+9e/Pzzz/jmm28QHR2NiRMnClOgVgkLCxO6Gzx746aoqCik28TEBOrq6kKYh4cHfvnlF2RmZoKIRF25AGDw4MH49ttvhTJy5MgRubt3aWhowNPTE8uXLwcRoaioCGvWrBE1noD/u2l4tktKQ2m7d+8e2rdvD0VFRdy6dQu//vprvddZ9bLeUHl88uQJPDw8hJtkOzs7GBkZCdeaPNeCtrY20tLSUFJSgoqKihplsa60yVse68q3hjRU3p7VsWNHHDlyBGfOnEF6ejrGjx8v3NyfP38eT58+FR7MHDhwAFevXq01nsY8nw3VD2fOnEFAQABKSkogkUjg6uoKNTW1Jjmf7u7uKC4uFmYKKyoqQmhoqOiJvJqamugarXqgVXVs9X0nAJU9Aaqe1EdGRsLFxQUGBgYNlvP3338fJSUlQhl68OABunbtimPHjtV6Dp/1Mt8JVeqq8xvi5+eHXbt2CV1p9+/fj+zsbGH70tJSDBkyBAsWLMD8+fPh5ORU40Hm6NGjkZiYiCVLltRarzVU57P/oKYabFIfeQehz58/nyZOnEj6+vqkrq5OAQEBopk9MjIyaNCgQaSjo0MqKirUrl070ew9tQ1Cf3aAadUg9IyMDCIiSk9PJwcHB1JRURFmbjl//jz16NGD1NXVSVtbmzp37kwHDx4UxbNq1SoyMzMjVVVVevfdd+nixYsEgLZv317nMWZkZJCPjw9paGiQqampMOCLqHKQmK2trbDu1atXSSKR0OzZs2nHjh2kp6cnygsiomvXrpGCggKlpaWRjo5OjcHgzw5CV1RUrPGXlpZWZ3o3bNhADg4OpKysTIaGhjR27FjR7GDyDEK/cOECtWnThoyNjalPnz40bdo0GjFihBA+efJksrW1pW7dutHy5ctp0aJFZGBgQPHx8cI6X331Fenr65O2tjbJZDJKSUkhIqLk5GRydHSkTp06Ub9+/ejMmTNkYWFBPj4+RFQ549IHH3xAMpmMnJycqHPnznT69Gkh3uzsbAoMDCQbGxuytbWlgQMHCoMXqxw/fpxsbGxIQ0ODzM3NRQP/60sbEVF0dDQ5OTkJ+9+8eXOd+fSshvLFycmJZs2aRZ06dSJLS0vq27evMGi0oKCAevToQc7OztSjRw86fPgw9e7dm2xtbYVztW3bNmGmGBcXF2FAKlHlQM1JkyYJn0+cOEHGxsbPlW91qRqEvnLlSnrnnXfI3NycJk+eLJoFKygoSDT5QnXFxcUUHh5O9vb2ZG9vTwMHDqR79+4RUeX1ZWJiQufOnRPWX716Nbm5uQmD2YkqB7TLZDJ6//335UpzlfLycpo8eTIZGRmRTCajiIgIUlZWFmZFKi0tpVmzZpFMJqOWLVtS586dhesvNjZWmFxi5MiRwoBhHR0dYQagqlmw7O3tycHBgcLDw0XpJvq/WcSqz24jT9qioqLI2tqaunTpQsHBwbRv3z7S0dGhZcuWCXHUV9YbKo/r1q0jBwcHatWqFbVq1YqmTp0qOqcNXQtZWVnUqVMnUldXJ0NDQ/rkk09E4fWlTZ7yWFe+TZ8+XZiJSUFBgfT09MjY2Fg0oUNd5a02ubm51L9/f9LU1CRTU1NasGABlZeXU69evUhVVZWio6OprKyM+vbtSyoqKtS9e/da42nM89lQ/VBaWkoTJ04kmUxGjo6O5OLiQlu2bBGlrzHP54ULF6hLly5kY2NDMpmMwsPDRbOK1aeh74SwsDAaNmwYffDBB2RjY0Nt2rQRzUTVUDlPTk6mjh07kqmpKdna2oomNYmNjaU2bdqI0qOoqChMPiBPvtWnvjqfiGj9+vX1TqixZcsWYRasd999V/RdGB4eTgMGDBA+5+fnk5WVFe3YsUMUx+jRo0lbW/u5Zudj/10Sonre875BDAwMMHny5Bo/vMcYq6l169b49NNPha4Cb4sHDx7A0NAQDx48qPMpclPo1q0bwsLCROM/GGP/bhMmTIBEIsHXX3/9upPy3N6EOn/BggXIycnBN99889rSwN4eb9UYEMaY/N6SZwu1ep1pj4uLw927d+X+FWrG2L8H15sv5vr16/jhhx/k7nLGGDdAGGPs/2vVqhUkEgm2b98ummSCMcZY7YKDg3Hw4EEsW7bsuSaKYf9tb00XLMYYY4wxxtjb762aBYsxxhhjjDH2duMGCGOMMcYYY6zJcAOEMcYYY4wx1mS4AcIYY4wxxhhrMtwAYYwxxhhjjDUZboAwxhhjjDHGmgw3QFiTuXz5MiQSCU6ePNlo+zhx4gQkEgl27dpV5zpDhw6FqakpysvLGy0dDVm7di2UlOr+GZ7k5GRIJBLhT1FREYaGhvD09MT27dtrrD9gwABIJBLExsbWCMvKyoJEIhH9QFRhYSEWLFiAVq1aQVNTE6qqqmjVqhUWL16MkpKSV3OQjDHGGGO14AYIazLm5ub47rvvIJPJGm0f7733HmxtbfHjjz/WGl5YWIg9e/Zg2LBhUFRUbLR0vCqLFi1CQkICfvnlF6xcuRK6uroYOnQo/P39azSgFBUVER4ejqdPnzYY78CBA7Fx40ZMmTIF8fHxOHr0KIKCgrBw4UKMGzeusQ6HMcYYY4x/CZ01HV1dXYSGhjb6fkaOHInFixfj4cOH0NXVFYXt3LkTRUVFGDVqVKOn41Vo3bo1unXrJnwePnw4/P39MWjQICxfvhwzZ84Uwvr164eEhAQsX74c8+bNqzPOK1eu4MiRI9i5cyd8fX2F5e7u7lBVVUVcXByePHkCDQ2NxjkoxhhjjP2nvZFvQObMmfNG3SAWFBTAx8cHenp60NLSgrW1tRA2b948mJiYQFVVFWvXrm3UdPz666+wsrJq1H3U5fz585BIJDh//rxouUwmw7Rp04TPGzZsQOvWraGurg4DAwP4+fnhzp07AGp2wQoICIC/vz82b94Me3t7aGlpwdXVFadPnxbiKysrw8cffwx9fX1oa2tj9OjR2LNnDyQSCe7fv19rWkeMGIHS0lL89NNPNcIiIyPh5uYGJycnAMC2bdvQvn17aGpqwsTEBJ988onoDcLgwYMREBCAefPmQVNTE/v37wcAnDlzBh4eHlBXV4elpSWmT5+O4uJiYbukpCT06dMHBgYG0NbWxsCBA5Genv5ceV4XX19fDB48GCtXrgQRCct1dHQwd+5cLFu2TMjz2lR1saqtq1V4eDjOnDkjND4OHz7c6N3mGGOMMfbf8kY2QN40sbGxuHnzJtLS0vD48WP8/fffQtjChQuRlZWF7t27v8YUvhlOnDiBcePGYdKkSfjzzz9x8OBBPHjwAP7+/rWur6ysjJMnT+LMmTNISkrC/fv3YWBggNGjRwvrrFq1Cj/88AOWLl2Kc+fOwczMDOHh4QAABYXai2+LFi3QrVs3REZGipZnZWXh6NGjQuN2z549GDJkCHr27Ink5GRs3rwZcXFxoi5IKioq+OOPP3Dx4kUcPHgQ7777LtLS0tCrVy/Y2tri6NGjWLNmDTZv3oypU6cCADIyMtC9e3coKioiISEBR48eRW5uLnr27ClqpLyM/v37IycnB1evXhWWlZeXY+LEibCwsMD06dPr3NbJyQlWVlYICwvD+vXrkZubW+e6RkZG8Pb2hp6e3itJN2OMMcbYG9EAuXLlCtzc3GBjYwNPT09kZWWJwpOSktC1a1fY2dmhZcuWohvLli1bYvr06WjVqhWWLVuGoUOHokWLFjh37pywTkREBJydneHg4AA3NzfEx8fLla6MjAzhqXhqairs7OxgYmICT0/PBrclItja2tYYMBweHo7BgwfLtf9Hjx7B19cXzZs3R4cOHfD777+Lwu/fv4+hQ4eiZcuWsLKywvTp04VxAaNHj8aQIUNE60dERMDCwqLRBl9fvnwZUqkUo0aNgq2tLTp06ICffvoJq1evrnObJ0+eYNWqVdDQ0ICamhqGDRuGa9euoaioCACwdetWDBgwAMHBwbC3t8fixYvRvHnzBtMyatQo/P7776LGYnR0NBQVFYV8Wbp0Kbp27YrPP/8cMpkMffv2xdKlSxEVFSW8QZBIJLh16xa2bt0KDw8P6OvrY/369VBTU8OGDRvQqVMn+Pr6YuXKlULj4ttvv4VEIkF0dDScnZ3h5uaGyMhIpKamIi4u7oXzt7qqPKh+rRARlJWVsWLFCsTExNQoL1VUVFTw888/w97eHuPGjYOhoSFat26NyZMnIykpSbRuu3btsH//fjg6Or6SdDPGGGOMvRENkHHjxsHLywupqanYuHEjDhw4IIQVFhbCx8cHo0aNQkpKCo4cOYJJkyYJN0oqKirQ19fHpk2b8L///Q+LFy/GsGHDEB0dDQA4ffo0JkyYgB07duCvv/7CwoUL4evri5ycnAbTZWlpiaysLMybN09oGGVlZeHw4cMNbiuRSDB+/Hh89913wrLS0lJEREQgJCRErnz54osv8OjRI6SmpuK3336r0Q0mODgYampquHbtGq5evYrExER89dVXQtju3bvx6NEjYf1NmzZh7NixjTb4+v3334dEIoGHhwfWr1+PtLQ0GBsbo0OHDnVuI5PJoKamJnyuGrPx8OFDEBFSUlLg7u4u2qb6uIW6+Pn5QUNDA1FRUcKyyMhIoStdRUUFzp8/j969e4u269atG4gIly5dEpbZ29uL3gCcP38e7dq1E+Xj8OHDsX79egCV3bM6dOiAZs2aCeGWlpawsbFBcnJyg2mXR1lZGQDUOpPWBx98AE9PT0ycOBEVFRW1bm9nZ4fff/8d165dw4oVK2BtbY1169bB1dUVU6ZMeSVpZIwxxhirzWtvgBQXF+PUqVMYPnw4gMqZkry8vITw+Ph4FBcX48MPPwQAWFlZwc/PDzExMQAqb/TbtWsHY2NjSKVS2NjYwMDAQOhWsmPHDvj6+sLOzg4A4OXlBUtLS7nfgryM0aNH4+zZs0I3mb1790JbWxs9evSQa/uEhAQMGTIESkpKkEqlGDFihBCWn5+Pffv2YcqUKVBSUoK6ujrGjx8v5Mu7774LW1tbbNu2DQCQmpqK33//HWPHjn3FR/l/7O3tkZiYCFtbW8ycORPW1tbo1KkTzp49W+c21Rsf1RERCgoKUFpaCi0tLVGYvr5+g2nR0NDAoEGDhLdl165dw8WLF4XuV0VFRSgrK8P8+fMhlUqFP1tbWwBAZmamEJeOjo4o7ocPH9Y7QLugoADx8fGieKVSKW7duiWK92WkpKQAQJ1vg1auXIk//vgDmzdvrjceBwcHfPLJJ9i3bx+ys7MxYsQIrFq1qt5zxhhjjDH2Ml77LFh5eXkAIJqtSE9PT3hDkZeXh4KCAtHg6+LiYnh7ewuf1dTUoKCgABUVFQCVjZKqJ7+ZmZkwNTUV7dPIyAjZ2dmNc0DV6OnpITAwEN9//z3WrFmDDRs2ICQkBBKJRK7tc3Nza+RLlao3BF5eXkJ85eXlohvjsWPHYsuWLQgJCcGmTZvg5eUFCwuLFzqWutL87JSvLi4uiIyMRHl5OU6ePInZs2fD29u73kHRdVFVVQUAoTtWlaoy05BRo0Zhy5YtuHDhAnbt2iXqPqeurg5lZWVMmjQJY8aMqbGtsbFxnfEaGhqioKCgznAdHR106dIFP/zwQ42wZxtTL2r79u2wtbUVTYhQXatWrfDRRx9h9uzZolm0gMo3cZmZmTUaL1paWliyZAkiIiKQnJxc75srxhhjjLEX9drfgFTdYOfn5wvLqj8ltrCwgLm5OdLS0oS/zMxMbNiwQa74TU1Na3S3ysnJeeEb8ecVFhaGiIgIXLt2Db/99ttzze6lq6tbZ76YmZlBIpHgxIkTQr5kZGTgr7/+EtYZPnw4Ll68iOvXr2Pr1q1yd/2qjba2NgDxebp//74oTWfOnEFiYiKAyt+k6Nq1KxYtWoQHDx7UGNcjD6lUCktLyxpP4+v7kcHqPDw8YG1tjV27dmHXrl2i3/5QUFCAq6sr0tLS4ODgIPzZ2NhARUWlxvS91bVt2xZnzpzBP//8Iyz78ccf4eHhgYqKCnTo0AE3btyAra2tKG4FBYUajeEXsWHDBsTHx9c70BwAFixYgLKyMnz55Zei5VOmTEHbtm3x4MGDGttcu3YNAGBiYvLS6WSMMcYYq81rb4BIpVK0b98eW7duBQDcuHEDR44cEcLd3d1RXFwsDOYuKipCaGgoTp06JVf8fn5+2LVrF27evAkA2L9/P7Kzs2t0g/rf//6H9u3bv4pDEnF1dYWDgwMGDx6MAQMGwMDAoMY6e/fuhYWFBdLS0kTLPTw8EB0djdLSUjx+/Fj043qqqqrw8fHBsmXLUFFRASLCl19+KXrqrq+vD19fX8yZMweKioq1Dp6va9/Pat68OQwMDBAREYGysjLk5+fj448/Fr2VOXz4MPr3748dO3YgNTUVycnJWLNmDaysrOQaOF6bwYMHIzY2Ftu3b0dqaioWLFiAu3fvyrWtRCLBiBEjsHHjRly9erVG4y88PBw7d+7E0qVLkZKSguTkZAwfPhzu7u54/PhxnfGGhISgtLQUQUFBOHXqFPbs2SNMhKCgoIDQ0FAUFhZi1KhRSE5Oxo0bN7B48WI4OTk9d9emy5cv49ixYzh27BhiY2MxZMgQjBs3DsOHD0dwcHC92+rq6mLhwoXYuHGjaPmUKVOgoqKCzp074/vvv8fx48dx9OhRLFu2DEOGDME777yDvn37AgAuXryIAQMGCA0TxhhjjLGX9dobIADw/fffY9++fTAxMcHHH3+MESNGCL9voK6ujn379mHt2rWwtbVFmzZtoK2tLXf3kE6dOmHNmjXw9fWFg4MDPvvsM+zfv180QBio7NL0vP3zIyIiYGJiAhMTEyQkJGDWrFkwMTGp0eUlLCwMV65cqfNH+IqKinD37l1hYHGVGTNmQE1NDebm5njvvffg7+8v+t2HdevWIS8vDy1btkTLli2RmJiI/v37i+IIDg5GXFwcgoODa522tq59P0tVVRURERE4c+YMmjVrhnfffReBgYGws7MTurvNnj0bwcHBmDZtGlq1aoXevXuDiHDw4EG5u509a+HChRg4cCDGjBmDjh07Ij8/H7NmzRLS1JCRI0ciOztb9NsfVQYOHIjIyEjExMTA2dkZvXv3RnFxMRISEurtKmVpaYnDhw/jzp076NGjB8LCwhAQEIBVq1YBqJwGOCEhAdnZ2XB3d4ebmxsOHTqEvXv3olOnTs91/HPnzkX37t3RvXt3jB49GhkZGdi6dSu2bt0qV56GhITAwcFBtMza2hqnTp1Cr169sGLFCnh5ecHb2xubN2/G2LFjcezYMSgrKwMAsrOzsWfPnnqn6mWMMcYYex4Sqn5HyxrFsWPHhEYIez6lpaXIz8+HoaGhsGzRokVYs2aNXDOZMcYYY4yxN8sb8Qbk3+zx48eYNWuW6NfCmfw+//xz2NjYIDY2Fqmpqdi9ezfWrFnzXGNpGGOMMcbYm4PfgDSizZs3Y8aMGQgMDMRXX331wt2Q/svKysowb948REVFITs7GxYWFvD398e8efMglUpfd/IYY4wxxthz4gYIY4wxxhhjrMn8Px18hWXexTBgAAAAAElFTkSuQmCC"}, "created": "2021-11-20T12:46:43-08:00", "created_utc": "2021-11-20T20:46:43+00:00", "updated": "2021-11-20T12:46:43-08:00", "updated_utc": "2021-11-20T20:46:43+00:00", "shot_hash": "f70fecfe6cfda21a079a753a1b96d491", "slug": "custom-subdomain-fly"}, {"path": "fly_fly-docker-registry.md", "topic": "fly", "title": "Using the Fly Docker registry", "url": "https://github.com/simonw/til/blob/main/fly/fly-docker-registry.md", "body": "[Fly.io](https://fly.io/) lets you deploy Docker containers that will be compiled as a Firecracker VM and run in locations around the world.\n\nFly offer [a number of ways](https://fly.io/docs/reference/builders/) to build and deploy apps. For many frameworks you can run `fly launch` and it will detect the framework and configure a container for you. For others you can pass it a `Dockerfile` which will be built and deployed. But you can also push your own images to a Docker registry and deploy them to Fly.\n\nToday I figured out how to use Fly's own registry to deploy an app.\n\n## Tagging images for the Fly registry\n\nFly's registry is called `registry.fly.io`. To use it, you need to tag your Docker images with a tag that begins with that string.\n\nEvery Fly app gets its own registry subdomain. You can create apps in a number of ways, but the easiest is to use the Fly CLI:\n\n    flyctl apps create datasette-demo\n\nFly app names must be globally unique across all of Fly - you will get an error if the app name is already taken.\n\nYou can create an app with a random, freely available name using the `--generate-name` option:\n\n```\n~ % flyctl apps create --generate-name\n? Select Organization: Simon Willison (personal)\nNew app created: rough-dew-1296\n```\n\nNow that you have an app name, you can tag your Docker image using:\n\n    registry.fly.io/your-app-name:unique-tag-for-your-image\n\nIf you are building an image using Docker on your machine, you can run this command in the same directory as your `Dockerfile`:\n\n    docker build -t registry.fly.io/datasette-demo:datasette-demo-v0 .\n\n## Pushing images to the registry\n\nIn order to push your image to Fly, you will first need to [authenticate](https://fly.io/docs/flyctl/auth-docker/).\n\nThe `flyctl auth docker` command will do this for you:\n```\n~ % flyctl auth docker\nAuthentication successful. You can now tag and push images to registry.fly.io/{your-app}\n```\nThis works by hooking into Docker's own authentication mechanism. You can see what it has done by looking at your `~/.docker/config.json` file. Mine looks like this:\n\n```json\n{\n  \"auths\": {\n    \"registry.fly.io\": {\n      \"auth\": \"... secret token here ...\"\n    }\n  ,\n  \"experimental\": \"disabled\",\n  \"stackOrchestrator\": \"swarm\"\n}\n```\nNow you can push your image to the registry like this:\n\n    docker push registry.fly.io/datasette-demo:datasette-demo-v0\n\n## Deploying an image\n\nNow that your image is pushed, you can deploy an instance of it like this:\n\n    flyctl deploy --app datasette-demo \\\n      --image registry.fly.io/datasette-demo:datasette-demo-v0\n\nA few seconds later your app will be running at:\n\n    https://name-of-your-app.fly.dev/", "html": "<p><a href=\"https://fly.io/\" rel=\"nofollow\">Fly.io</a> lets you deploy Docker containers that will be compiled as a Firecracker VM and run in locations around the world.</p>\n<p>Fly offer <a href=\"https://fly.io/docs/reference/builders/\" rel=\"nofollow\">a number of ways</a> to build and deploy apps. For many frameworks you can run <code>fly launch</code> and it will detect the framework and configure a container for you. For others you can pass it a <code>Dockerfile</code> which will be built and deployed. But you can also push your own images to a Docker registry and deploy them to Fly.</p>\n<p>Today I figured out how to use Fly's own registry to deploy an app.</p>\n<h2>\n<a id=\"user-content-tagging-images-for-the-fly-registry\" class=\"anchor\" href=\"#tagging-images-for-the-fly-registry\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Tagging images for the Fly registry</h2>\n<p>Fly's registry is called <code>registry.fly.io</code>. To use it, you need to tag your Docker images with a tag that begins with that string.</p>\n<p>Every Fly app gets its own registry subdomain. You can create apps in a number of ways, but the easiest is to use the Fly CLI:</p>\n<pre><code>flyctl apps create datasette-demo\n</code></pre>\n<p>Fly app names must be globally unique across all of Fly - you will get an error if the app name is already taken.</p>\n<p>You can create an app with a random, freely available name using the <code>--generate-name</code> option:</p>\n<pre><code>~ % flyctl apps create --generate-name\n? Select Organization: Simon Willison (personal)\nNew app created: rough-dew-1296\n</code></pre>\n<p>Now that you have an app name, you can tag your Docker image using:</p>\n<pre><code>registry.fly.io/your-app-name:unique-tag-for-your-image\n</code></pre>\n<p>If you are building an image using Docker on your machine, you can run this command in the same directory as your <code>Dockerfile</code>:</p>\n<pre><code>docker build -t registry.fly.io/datasette-demo:datasette-demo-v0 .\n</code></pre>\n<h2>\n<a id=\"user-content-pushing-images-to-the-registry\" class=\"anchor\" href=\"#pushing-images-to-the-registry\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Pushing images to the registry</h2>\n<p>In order to push your image to Fly, you will first need to <a href=\"https://fly.io/docs/flyctl/auth-docker/\" rel=\"nofollow\">authenticate</a>.</p>\n<p>The <code>flyctl auth docker</code> command will do this for you:</p>\n<pre><code>~ % flyctl auth docker\nAuthentication successful. You can now tag and push images to registry.fly.io/{your-app}\n</code></pre>\n<p>This works by hooking into Docker's own authentication mechanism. You can see what it has done by looking at your <code>~/.docker/config.json</code> file. Mine looks like this:</p>\n<div class=\"highlight highlight-source-json\"><pre>{\n  <span class=\"pl-ent\">\"auths\"</span>: {\n    <span class=\"pl-ent\">\"registry.fly.io\"</span>: {\n      <span class=\"pl-ent\">\"auth\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>... secret token here ...<span class=\"pl-pds\">\"</span></span>\n    }\n  ,\n  <span class=\"pl-ent\">\"experimental\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>disabled<span class=\"pl-pds\">\"</span></span>,\n  <span class=\"pl-ent\">\"stackOrchestrator\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>swarm<span class=\"pl-pds\">\"</span></span>\n}</pre></div>\n<p>Now you can push your image to the registry like this:</p>\n<pre><code>docker push registry.fly.io/datasette-demo:datasette-demo-v0\n</code></pre>\n<h2>\n<a id=\"user-content-deploying-an-image\" class=\"anchor\" href=\"#deploying-an-image\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Deploying an image</h2>\n<p>Now that your image is pushed, you can deploy an instance of it like this:</p>\n<pre><code>flyctl deploy --app datasette-demo \\\n  --image registry.fly.io/datasette-demo:datasette-demo-v0\n</code></pre>\n<p>A few seconds later your app will be running at:</p>\n<pre><code>https://name-of-your-app.fly.dev/\n</code></pre>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-05-21T19:33:19-07:00", "created_utc": "2022-05-22T02:33:19+00:00", "updated": "2022-05-21T19:33:19-07:00", "updated_utc": "2022-05-22T02:33:19+00:00", "shot_hash": "437f94106c0a14fe25514ad91ba6da7d", "slug": "fly-docker-registry"}, {"path": "fly_fly-logs-to-s3.md", "topic": "fly", "title": "Writing Fly logs to S3", "url": "https://github.com/simonw/til/blob/main/fly/fly-logs-to-s3.md", "body": "[Fly](https://fly.io/) offers [fly-log-shipper](https://github.com/superfly/fly-log-shipper) as a container you can run in a Fly application to send all of the logs from your other applications to a logging provider.\n\nSeveral providers are supported. I decided to write them to an S3 bucket.\n\n## Bucket credentials\n\nI used my [s3-credentials](https://github.com/simonw/s3-credentials) tool to generate an access key and secret locked down to just one newly created bucket:\n\n```\ns3-credentials create my-project-fly-logs \\\n  --format ini \\\n  --bucket-region us-west-1 \\\n  --create-bucket \\\n  > logging-credentials.txt\n```\nI chose `us-west-1` or Northern California as the region, as it is closest to me.\n\nThat command output the following:\n\n```\nCreated bucket: my-project-fly-logs in region: us-west-1\nCreated  user: 's3.read-write.my-project-fly-logs' with permissions boundary: 'arn:aws:iam::aws:policy/AmazonS3FullAccess'\nAttached policy s3.read-write.my-project-fly-logs to user s3.read-write.my-project-fly-logs\nCreated access key for user: s3.read-write.my-project-fly-logs\n```\n\nThe full set of configuration needed by `fly-log-shipper` for S3 is:\n\n- `ORG` - Fly organisation slug\n- `ACCESS_TOKEN` - Fly personal access token\n- `AWS_ACCESS_KEY_ID`\t- AWS Access key with access to the log bucket\n- `AWS_SECRET_ACCESS_KEY` - AWS secret access key\n- `AWS_BUCKET` - AWS S3 bucket to store logs in\n- `AWS_REGION` - Region for the bucket\n\nI created a personal access token at https://fly.io/user/personal_access_tokens\n\n## Creating the app\n\nI created a new Fly application to run the container like so:\n\n    fly apps create --name my-project-log-shipper --org my-project-org\n\n## Setting the secrets\n\nI set all of the configuration variables as secrets in one go like this:\n```\nfly secrets set \\\n  ORG=\"my-project-org\" \\\n  ACCESS_TOKEN=\"...\" \\\n  AWS_ACCESS_KEY_ID=\"AKIAWXFXAIOZIPTTHMBQ\" \\\n  AWS_SECRET_ACCESS_KEY=\"...\" \\\n  AWS_BUCKET=\"my-project-fly-logs\" \\\n  AWS_REGION=\"us-west-1\" \\\n  -a my-project-shipper\n```\n\n## Deploying the app\n\nIt turns out you still need a `fly.toml` file to successfully deploy - I tried without and got healthcheck errors.\n\nHere's the TOML file I used:\n\n```toml\napp = \"my-project-log-shipper\"\n\n[metrics]\n  port = 9598\n  path = \"/metrics\"\n```\n\nThen I passed that to the `fly deploy` command like this:\n\n```\nfly deploy --image ghcr.io/superfly/fly-log-shipper:v0.0.1 -a my-project-log-shipper -c fly.toml\n```\nOutput:\n```\n==> Verifying app config\n--> Verified app config\n==> Building image\nSearching for image 'ghcr.io/superfly/fly-log-shipper:v0.0.1' locally...\nSearching for image 'ghcr.io/superfly/fly-log-shipper:v0.0.1' remotely...\nimage found: img_19gm46rqwn14x0jk\n==> Creating release\n--> release v1 created\n\n--> You can detach the terminal anytime without stopping the deployment\n==> Monitoring deployment\n\n 1 desired, 1 placed, 1 healthy, 0 unhealthy\n--> v1 deployed successfully\n```\nI used [Transmit](https://panic.com/transmit/) to inspect the bucket and my logs are showing up there as intended.\n\nI can also now list my log files using `s3-credentials list-bucket` and the credentials I saved earlier:\n\n```\n% s3-credentials list-bucket -a logging-credentials.txt my-project-fly-logs --csv \nKey,LastModified,ETag,Size,StorageClass,Owner\nmy-project-admin/2022-05-25//1653507279-b9534d49-546a-47cb-bd93-36e08b8457ee.log.gz,2022-05-25 19:34:40+00:00,\"\"\"8b499f523bd2f5e9438cf2c0d42eab8c\"\"\",335,STANDARD,\nmy-project-admin/2022-05-25//1653507625-fc3c0f32-b3e8-4681-98ce-a4fe2960d1b2.log.gz,2022-05-25 19:40:26+00:00,\"\"\"5fe1f6fbf747706930edcfd00e3dd4fe\"\"\",444,STANDARD,\nmy-project-admin/2022-05-25//1653508693-7f4da568-e462-46a2-9904-e3ac801c7fee.log.gz,2022-05-25 19:58:14+00:00,\"\"\"794c57787a692a17d1fbfb78df442d58\"\"\",353,STANDARD,\nmy-project-postgresql/2022-05-25//1653507222-60e072e2-fd78-437f-a097-c063df424224.log.gz,2022-05-25 19:33:43+00:00,\"\"\"5d9965b79260e6a0f27cff5f02eee71d\"\"\",3376,STANDARD,\nmy-project-postgresql/2022-05-25//1653507525-b3a04523-8732-4072-92c0-57dd06a680b1.log.gz,2022-05-25 \n```\n**Update:** My initial attempt at doing this had a small bug: those `//` folder separators in that output turn out [to break AWS Athena](https://til.simonwillison.net/aws/athena-key-does-not-exist).\n\nDeploying the latest version of the `fly-log-shipper` directly from their repository seems to fix that though (with [this fix](https://github.com/superfly/fly-log-shipper/pull/29) applied too).", "html": "<p><a href=\"https://fly.io/\" rel=\"nofollow\">Fly</a> offers <a href=\"https://github.com/superfly/fly-log-shipper\">fly-log-shipper</a> as a container you can run in a Fly application to send all of the logs from your other applications to a logging provider.</p>\n<p>Several providers are supported. I decided to write them to an S3 bucket.</p>\n<h2><a id=\"user-content-bucket-credentials\" class=\"anchor\" aria-hidden=\"true\" href=\"#bucket-credentials\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Bucket credentials</h2>\n<p>I used my <a href=\"https://github.com/simonw/s3-credentials\">s3-credentials</a> tool to generate an access key and secret locked down to just one newly created bucket:</p>\n<pre><code>s3-credentials create my-project-fly-logs \\\n  --format ini \\\n  --bucket-region us-west-1 \\\n  --create-bucket \\\n  &gt; logging-credentials.txt\n</code></pre>\n<p>I chose <code>us-west-1</code> or Northern California as the region, as it is closest to me.</p>\n<p>That command output the following:</p>\n<pre><code>Created bucket: my-project-fly-logs in region: us-west-1\nCreated  user: 's3.read-write.my-project-fly-logs' with permissions boundary: 'arn:aws:iam::aws:policy/AmazonS3FullAccess'\nAttached policy s3.read-write.my-project-fly-logs to user s3.read-write.my-project-fly-logs\nCreated access key for user: s3.read-write.my-project-fly-logs\n</code></pre>\n<p>The full set of configuration needed by <code>fly-log-shipper</code> for S3 is:</p>\n<ul>\n<li>\n<code>ORG</code> - Fly organisation slug</li>\n<li>\n<code>ACCESS_TOKEN</code> - Fly personal access token</li>\n<li>\n<code>AWS_ACCESS_KEY_ID</code>\t- AWS Access key with access to the log bucket</li>\n<li>\n<code>AWS_SECRET_ACCESS_KEY</code> - AWS secret access key</li>\n<li>\n<code>AWS_BUCKET</code> - AWS S3 bucket to store logs in</li>\n<li>\n<code>AWS_REGION</code> - Region for the bucket</li>\n</ul>\n<p>I created a personal access token at <a href=\"https://fly.io/user/personal_access_tokens\" rel=\"nofollow\">https://fly.io/user/personal_access_tokens</a></p>\n<h2><a id=\"user-content-creating-the-app\" class=\"anchor\" aria-hidden=\"true\" href=\"#creating-the-app\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Creating the app</h2>\n<p>I created a new Fly application to run the container like so:</p>\n<pre><code>fly apps create --name my-project-log-shipper --org my-project-org\n</code></pre>\n<h2><a id=\"user-content-setting-the-secrets\" class=\"anchor\" aria-hidden=\"true\" href=\"#setting-the-secrets\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Setting the secrets</h2>\n<p>I set all of the configuration variables as secrets in one go like this:</p>\n<pre><code>fly secrets set \\\n  ORG=\"my-project-org\" \\\n  ACCESS_TOKEN=\"...\" \\\n  AWS_ACCESS_KEY_ID=\"AKIAWXFXAIOZIPTTHMBQ\" \\\n  AWS_SECRET_ACCESS_KEY=\"...\" \\\n  AWS_BUCKET=\"my-project-fly-logs\" \\\n  AWS_REGION=\"us-west-1\" \\\n  -a my-project-shipper\n</code></pre>\n<h2><a id=\"user-content-deploying-the-app\" class=\"anchor\" aria-hidden=\"true\" href=\"#deploying-the-app\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Deploying the app</h2>\n<p>It turns out you still need a <code>fly.toml</code> file to successfully deploy - I tried without and got healthcheck errors.</p>\n<p>Here's the TOML file I used:</p>\n<div class=\"highlight highlight-source-toml\"><pre><span class=\"pl-smi\">app</span> = <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>my-project-log-shipper<span class=\"pl-pds\">\"</span></span>\n\n[<span class=\"pl-en\">metrics</span>]\n  <span class=\"pl-smi\">port</span> = <span class=\"pl-c1\">9598</span>\n  <span class=\"pl-smi\">path</span> = <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>/metrics<span class=\"pl-pds\">\"</span></span></pre></div>\n<p>Then I passed that to the <code>fly deploy</code> command like this:</p>\n<pre><code>fly deploy --image ghcr.io/superfly/fly-log-shipper:v0.0.1 -a my-project-log-shipper -c fly.toml\n</code></pre>\n<p>Output:</p>\n<pre><code>==&gt; Verifying app config\n--&gt; Verified app config\n==&gt; Building image\nSearching for image 'ghcr.io/superfly/fly-log-shipper:v0.0.1' locally...\nSearching for image 'ghcr.io/superfly/fly-log-shipper:v0.0.1' remotely...\nimage found: img_19gm46rqwn14x0jk\n==&gt; Creating release\n--&gt; release v1 created\n\n--&gt; You can detach the terminal anytime without stopping the deployment\n==&gt; Monitoring deployment\n\n 1 desired, 1 placed, 1 healthy, 0 unhealthy\n--&gt; v1 deployed successfully\n</code></pre>\n<p>I used <a href=\"https://panic.com/transmit/\" rel=\"nofollow\">Transmit</a> to inspect the bucket and my logs are showing up there as intended.</p>\n<p>I can also now list my log files using <code>s3-credentials list-bucket</code> and the credentials I saved earlier:</p>\n<pre><code>% s3-credentials list-bucket -a logging-credentials.txt my-project-fly-logs --csv \nKey,LastModified,ETag,Size,StorageClass,Owner\nmy-project-admin/2022-05-25//1653507279-b9534d49-546a-47cb-bd93-36e08b8457ee.log.gz,2022-05-25 19:34:40+00:00,\"\"\"8b499f523bd2f5e9438cf2c0d42eab8c\"\"\",335,STANDARD,\nmy-project-admin/2022-05-25//1653507625-fc3c0f32-b3e8-4681-98ce-a4fe2960d1b2.log.gz,2022-05-25 19:40:26+00:00,\"\"\"5fe1f6fbf747706930edcfd00e3dd4fe\"\"\",444,STANDARD,\nmy-project-admin/2022-05-25//1653508693-7f4da568-e462-46a2-9904-e3ac801c7fee.log.gz,2022-05-25 19:58:14+00:00,\"\"\"794c57787a692a17d1fbfb78df442d58\"\"\",353,STANDARD,\nmy-project-postgresql/2022-05-25//1653507222-60e072e2-fd78-437f-a097-c063df424224.log.gz,2022-05-25 19:33:43+00:00,\"\"\"5d9965b79260e6a0f27cff5f02eee71d\"\"\",3376,STANDARD,\nmy-project-postgresql/2022-05-25//1653507525-b3a04523-8732-4072-92c0-57dd06a680b1.log.gz,2022-05-25 \n</code></pre>\n<p><strong>Update:</strong> My initial attempt at doing this had a small bug: those <code>//</code> folder separators in that output turn out <a href=\"https://til.simonwillison.net/aws/athena-key-does-not-exist\" rel=\"nofollow\">to break AWS Athena</a>.</p>\n<p>Deploying the latest version of the <code>fly-log-shipper</code> directly from their repository seems to fix that though (with <a href=\"https://github.com/superfly/fly-log-shipper/pull/29\">this fix</a> applied too).</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-05-25T12:47:40-07:00", "created_utc": "2022-05-25T19:47:40+00:00", "updated": "2022-09-27T20:59:18-07:00", "updated_utc": "2022-09-28T03:59:18+00:00", "shot_hash": "3ac2c543a1de8af7c9207aa5896ba423", "slug": "fly-logs-to-s3"}, {"path": "fly_redbean-on-fly.md", "topic": "fly", "title": "Deploying a redbean app to Fly", "url": "https://github.com/simonw/til/blob/main/fly/redbean-on-fly.md", "body": "[redbean](https://redbean.dev/) is a fascinating project - it provides a web server in a self-contained executable which you can add assets (or dynamic Lua code) to just by zipping them into the same binary package.\n\nI decided to try running it on [Fly](https://fly.io). Here's the recipe that worked for me.\n\n## The Dockerfile\n\nI copied this Dockerfile, unmodified, from https://github.com/kissgyorgy/redbean-docker/blob/master/Dockerfile-multistage by Gy\u00f6rgy Kiss:\n\n```dockerfile\nFROM alpine:latest as build\n\nARG DOWNLOAD_FILENAME=redbean-original-2.0.8.com\n\nRUN apk add --update zip bash\nRUN wget https://redbean.dev/${DOWNLOAD_FILENAME} -O redbean.com\nRUN chmod +x redbean.com\n\n# normalize the binary to ELF\nRUN sh /redbean.com --assimilate\n\n# Add your files here\nCOPY assets /assets\nWORKDIR /assets\nRUN zip -r /redbean.com *\n\n# just for debugging purposes\nRUN ls -la /redbean.com\nRUN zip -sf /redbean.com\n\n\nFROM scratch\n\nCOPY --from=build /redbean.com /\nCMD [\"/redbean.com\", \"-vv\", \"-p\", \"80\"]\n```\n\nIt uses a multi-stage build to download redbean, copy in the contents of your `assets/` folder, zip those back up and then create a TINY container from `scratch` that copies in just that executable.\n\nI made an `assets/` folder with something fun in it (a copy of my [Datasette Lite](https://github.com/simonw/datasette-lite) app) like this:\n```\nmkdir assets\ncd assets\nwget https://lite.datasette.io/index.html\nwget https://lite.datasette.io/webworker.js\n```\n## Deploying to Fly\n\nFirst I needed to create a new application. I ran this:\n\n    fly apps create redbean-on-fly\n\nThen I needed a `fly.toml` file. I created this one (copied from a previous example, but I updated the internal server port and the name):\n\n```toml\napp = \"redbean-on-fly\"\n\nkill_signal = \"SIGINT\"\nkill_timeout = 5\n\n[[services]]\n  internal_port = 80\n  protocol = \"tcp\"\n\n  [services.concurrency]\n    hard_limit = 25\n    soft_limit = 20\n\n  [[services.ports]]\n    handlers = [\"http\"]\n    port = \"80\"\n\n  [[services.ports]]\n    handlers = [\"tls\", \"http\"]\n    port = \"443\"\n\n  [[services.tcp_checks]]\n    interval = 10000\n    timeout = 2000\n    grace_period = \"10s\"\n```\n\nFinally, I deployed the app by running this in the same directory as `fly.toml`:\n\n    fly deploy\n\nThis uploaded the `Dockerfile` and `assets/` folder to Fly, ran the build there, then deployed the result.", "html": "<p><a href=\"https://redbean.dev/\" rel=\"nofollow\">redbean</a> is a fascinating project - it provides a web server in a self-contained executable which you can add assets (or dynamic Lua code) to just by zipping them into the same binary package.</p>\n<p>I decided to try running it on <a href=\"https://fly.io\" rel=\"nofollow\">Fly</a>. Here's the recipe that worked for me.</p>\n<h2>\n<a id=\"user-content-the-dockerfile\" class=\"anchor\" href=\"#the-dockerfile\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>The Dockerfile</h2>\n<p>I copied this Dockerfile, unmodified, from <a href=\"https://github.com/kissgyorgy/redbean-docker/blob/master/Dockerfile-multistage\">https://github.com/kissgyorgy/redbean-docker/blob/master/Dockerfile-multistage</a> by Gy\u00f6rgy Kiss:</p>\n<div class=\"highlight highlight-source-dockerfile\"><pre><span class=\"pl-k\">FROM</span> alpine:latest as build\n\n<span class=\"pl-k\">ARG</span> DOWNLOAD_FILENAME=redbean-original-2.0.8.com\n\n<span class=\"pl-k\">RUN</span> apk add --update zip bash\n<span class=\"pl-k\">RUN</span> wget https://redbean.dev/${DOWNLOAD_FILENAME} -O redbean.com\n<span class=\"pl-k\">RUN</span> chmod +x redbean.com\n\n<span class=\"pl-c\"><span class=\"pl-c\">#</span> normalize the binary to ELF</span>\n<span class=\"pl-k\">RUN</span> sh /redbean.com --assimilate\n\n<span class=\"pl-c\"><span class=\"pl-c\">#</span> Add your files here</span>\n<span class=\"pl-k\">COPY</span> assets /assets\n<span class=\"pl-k\">WORKDIR</span> /assets\n<span class=\"pl-k\">RUN</span> zip -r /redbean.com *\n\n<span class=\"pl-c\"><span class=\"pl-c\">#</span> just for debugging purposes</span>\n<span class=\"pl-k\">RUN</span> ls -la /redbean.com\n<span class=\"pl-k\">RUN</span> zip -sf /redbean.com\n\n\n<span class=\"pl-k\">FROM</span> scratch\n\n<span class=\"pl-k\">COPY</span> --from=build /redbean.com /\n<span class=\"pl-k\">CMD</span> [<span class=\"pl-s\">\"/redbean.com\"</span>, <span class=\"pl-s\">\"-vv\"</span>, <span class=\"pl-s\">\"-p\"</span>, <span class=\"pl-s\">\"80\"</span>]</pre></div>\n<p>It uses a multi-stage build to download redbean, copy in the contents of your <code>assets/</code> folder, zip those back up and then create a TINY container from <code>scratch</code> that copies in just that executable.</p>\n<p>I made an <code>assets/</code> folder with something fun in it (a copy of my <a href=\"https://github.com/simonw/datasette-lite\">Datasette Lite</a> app) like this:</p>\n<pre><code>mkdir assets\ncd assets\nwget https://lite.datasette.io/index.html\nwget https://lite.datasette.io/webworker.js\n</code></pre>\n<h2>\n<a id=\"user-content-deploying-to-fly\" class=\"anchor\" href=\"#deploying-to-fly\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Deploying to Fly</h2>\n<p>First I needed to create a new application. I ran this:</p>\n<pre><code>fly apps create redbean-on-fly\n</code></pre>\n<p>Then I needed a <code>fly.toml</code> file. I created this one (copied from a previous example, but I updated the internal server port and the name):</p>\n<div class=\"highlight highlight-source-toml\"><pre><span class=\"pl-smi\">app</span> = <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>redbean-on-fly<span class=\"pl-pds\">\"</span></span>\n\n<span class=\"pl-smi\">kill_signal</span> = <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>SIGINT<span class=\"pl-pds\">\"</span></span>\n<span class=\"pl-smi\">kill_timeout</span> = <span class=\"pl-c1\">5</span>\n\n[[<span class=\"pl-en\">services</span>]]\n  <span class=\"pl-smi\">internal_port</span> = <span class=\"pl-c1\">80</span>\n  <span class=\"pl-smi\">protocol</span> = <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>tcp<span class=\"pl-pds\">\"</span></span>\n\n  [<span class=\"pl-en\">services</span>.<span class=\"pl-en\">concurrency</span>]\n    <span class=\"pl-smi\">hard_limit</span> = <span class=\"pl-c1\">25</span>\n    <span class=\"pl-smi\">soft_limit</span> = <span class=\"pl-c1\">20</span>\n\n  [[<span class=\"pl-en\">services</span>.<span class=\"pl-en\">ports</span>]]\n    <span class=\"pl-smi\">handlers</span> = [<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>http<span class=\"pl-pds\">\"</span></span>]\n    <span class=\"pl-smi\">port</span> = <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>80<span class=\"pl-pds\">\"</span></span>\n\n  [[<span class=\"pl-en\">services</span>.<span class=\"pl-en\">ports</span>]]\n    <span class=\"pl-smi\">handlers</span> = [<span class=\"pl-s\"><span class=\"pl-pds\">\"</span>tls<span class=\"pl-pds\">\"</span></span>, <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>http<span class=\"pl-pds\">\"</span></span>]\n    <span class=\"pl-smi\">port</span> = <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>443<span class=\"pl-pds\">\"</span></span>\n\n  [[<span class=\"pl-en\">services</span>.<span class=\"pl-en\">tcp_checks</span>]]\n    <span class=\"pl-smi\">interval</span> = <span class=\"pl-c1\">10000</span>\n    <span class=\"pl-smi\">timeout</span> = <span class=\"pl-c1\">2000</span>\n    <span class=\"pl-smi\">grace_period</span> = <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>10s<span class=\"pl-pds\">\"</span></span></pre></div>\n<p>Finally, I deployed the app by running this in the same directory as <code>fly.toml</code>:</p>\n<pre><code>fly deploy\n</code></pre>\n<p>This uploaded the <code>Dockerfile</code> and <code>assets/</code> folder to Fly, ran the build there, then deployed the result.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-07-24T17:46:24-07:00", "created_utc": "2022-07-25T00:46:24+00:00", "updated": "2022-07-24T17:46:24-07:00", "updated_utc": "2022-07-25T00:46:24+00:00", "shot_hash": "89bed785f237c5f289ee7400beef1c18", "slug": "redbean-on-fly"}, {"path": "fly_scp.md", "topic": "fly", "title": "How to scp files to and from Fly", "url": "https://github.com/simonw/til/blob/main/fly/scp.md", "body": "I have a Fly instance with a 20GB volume, and I wanted to copy files to and from the instance from my computer using `scp`.\n\nHere's the process that worked for me.\n\n1. Connect to Fly's WireGuard network. Fly have [step by step instructions](https://fly.io/docs/reference/private-networking/#step-by-step) for this - you need to install a WireGuard app (I used the [official WireGuard macOS app](https://www.wireguard.com/install/)) and use the `fly wireguard create` command to configure it.\n2. Generate 24 hour limited SSH credentials for your Fly organization: Run `fly ssh issue`, follow the prompt to select your organization and then tell it where to put the credentials. I saved them to `/tmp/fly` since they will only work for 24 hours.\n3. Find the IPv6 private address for the instance you want to connect to. My instance is in the `laion-aesthetic` application so I did this by running: `fly ips private -a laion-aesthetic`\n4. If the image you used to build the instance doesn't have `scp` installed you'll need to install it. On Ubuntu or Debian machines you can do that by attaching using `fly ssh console -a name-of-app` and then running `apt-get update && install openssh-client -y`. Any time you restart the container you'll have to run this step again, so if you're going to do it often you should instead update the image you are using to include this package.\n6. Run the `scp` like this: `scp -i /tmp/fly root@\\[fdaa:0:4ef:a7b:ad0:1:9c23:2\\]:/data/data.db /tmp` - note how the IPv6 address is enclosed in `\\[...\\]`.", "html": "<p>I have a Fly instance with a 20GB volume, and I wanted to copy files to and from the instance from my computer using <code>scp</code>.</p>\n<p>Here's the process that worked for me.</p>\n<ol>\n<li>Connect to Fly's WireGuard network. Fly have <a href=\"https://fly.io/docs/reference/private-networking/#step-by-step\" rel=\"nofollow\">step by step instructions</a> for this - you need to install a WireGuard app (I used the <a href=\"https://www.wireguard.com/install/\" rel=\"nofollow\">official WireGuard macOS app</a>) and use the <code>fly wireguard create</code> command to configure it.</li>\n<li>Generate 24 hour limited SSH credentials for your Fly organization: Run <code>fly ssh issue</code>, follow the prompt to select your organization and then tell it where to put the credentials. I saved them to <code>/tmp/fly</code> since they will only work for 24 hours.</li>\n<li>Find the IPv6 private address for the instance you want to connect to. My instance is in the <code>laion-aesthetic</code> application so I did this by running: <code>fly ips private -a laion-aesthetic</code>\n</li>\n<li>If the image you used to build the instance doesn't have <code>scp</code> installed you'll need to install it. On Ubuntu or Debian machines you can do that by attaching using <code>fly ssh console -a name-of-app</code> and then running <code>apt-get update &amp;&amp; install openssh-client -y</code>. Any time you restart the container you'll have to run this step again, so if you're going to do it often you should instead update the image you are using to include this package.</li>\n<li>Run the <code>scp</code> like this: <code>scp -i /tmp/fly root@\\[fdaa:0:4ef:a7b:ad0:1:9c23:2\\]:/data/data.db /tmp</code> - note how the IPv6 address is enclosed in <code>\\[...\\]</code>.</li>\n</ol>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-09-02T15:39:04-07:00", "created_utc": "2022-09-02T22:39:04+00:00", "updated": "2022-09-02T15:39:04-07:00", "updated_utc": "2022-09-02T22:39:04+00:00", "shot_hash": "6f6d33491b25a9e67f82d62fc61ed9c9", "slug": "scp"}, {"path": "fly_undocumented-graphql-api.md", "topic": "fly", "title": "Using the undocumented Fly GraphQL API", "url": "https://github.com/simonw/til/blob/main/fly/undocumented-graphql-api.md", "body": "[Fly](https://fly.io/) has a GraphQL API which is used by some of their own tools - I found it while [browsing around their code](https://github.com/superfly/flyctl/blob/603b0adccf5416188eabaa7dc73f9c0ec88fa6ca/api/resource_volumes.go#L5-L40) on GitHub.\n\nIt's very much undocumented, which means you would be very foolish to write any software against it and expect it to continue to work as Fly make changes.\n\nOnly it is *kind of* documented, because GraphQL introspection provides decent documentation.\n\n(Also it's used [by example code](https://github.com/fly-apps/hostnamesapi) published by Fly, so maybe it's more supported than I initially thought.)\n\nThe endpoint is `https://api.fly.io/graphql` - you need a `Authorization: Bearer xxx` HTTP header to access it, where you can get the `xxx` token by running `flyctl auth token`.\n\nOr, you can point your browser directly at https://api.fly.io/graphql - they are running a copy of [GraphiQL](https://github.com/graphql/graphiql) there which provides an interactive explorer plus documentation and schema tabs.\n\nAnd if you're signed in to the Fly web interface it will use your `.fly.io` cookies to authenticate your GraphQL requests - so no need to worry about that `Authorization` header.\n\nHere's a query I used to answer the question \"what volumes do I have attached, across all of my instances?\"\n\n```graphql\n{\n  apps {\n    nodes {\n      name\n      volumes {\n        nodes {\n          name\n        }\n      }\n    }\n  }\n}\n```\nHere's a much more fun query:\n```graphql\n{\n  # Your user account:\n  viewer {\n    avatarUrl\n    createdAt\n    email\n    # This returned the following for me:\n    # [\"backend_wordpress\", \"response_headers_middleware\", \"firecracker\", \"dashboard_logs\"]\n    featureFlags\n  }\n  nearestRegion {\n    # This returned \"sjc\"\n    code\n  }\n  personalOrganization {\n    name\n    creditBalance\n    creditBalanceFormatted\n    # Not sure what these are but they look interesting - I have 7\n    loggedCertificates {\n      totalCount\n      nodes {\n        cert\n        id\n        root\n      }\n    }\n    isCreditCardSaved\n    wireGuardPeers {\n      # Returned one entry for me, with name:\n      # interactive-Simons-MacBook-Pro-swillison-gmail-com-26\n      # Presumably the flyctl CLI command set this up\n      totalCount\n      nodes {\n        name\n        network\n        peerip\n        pubkey\n        region\n      }\n    }\n  }\n}\n```\nThis one returns recent logs (only for the past hour / max of 50 values - those are the highest numbers that can be used for those parameters):\n```graphql\n{\n  apps {\n    nodes {\n      name\n      vms {\n        totalCount\n        nodes {\n          recentLogs(limit: 50, range: 3600) {\n            id\n            region\n            message\n            timestamp\n          }\n        }\n      }\n    }\n  }\n}\n```\nAnd another one which digs into the details of attached volumes:\n```graphql\n{\n  apps {\n    nodes {\n      name\n      services {\n        checks {\n          httpPath\n          httpMethod\n          name\n        }\n        description\n      }\n      volumes {\n        nodes {\n          id\n          name\n          createdAt\n          host {\n            id\n          }\n          sizeGb\n          status\n          usedBytes\n          region\n          app {\n            name\n          }\n          attachedAllocation {\n            privateIP\n            # Not sure why attachedAllocation on a volume gives app HTTP traffic logs:\n            recentLogs {\n              id\n              message\n              timestamp\n            }\n            canary\n            events {\n              message\n              timestamp\n            }\n          }\n        }\n      }\n    }\n  }\n}\n```", "html": "<p><a href=\"https://fly.io/\" rel=\"nofollow\">Fly</a> has a GraphQL API which is used by some of their own tools - I found it while <a href=\"https://github.com/superfly/flyctl/blob/603b0adccf5416188eabaa7dc73f9c0ec88fa6ca/api/resource_volumes.go#L5-L40\">browsing around their code</a> on GitHub.</p>\n<p>It's very much undocumented, which means you would be very foolish to write any software against it and expect it to continue to work as Fly make changes.</p>\n<p>Only it is <em>kind of</em> documented, because GraphQL introspection provides decent documentation.</p>\n<p>(Also it's used <a href=\"https://github.com/fly-apps/hostnamesapi\">by example code</a> published by Fly, so maybe it's more supported than I initially thought.)</p>\n<p>The endpoint is <code>https://api.fly.io/graphql</code> - you need a <code>Authorization: Bearer xxx</code> HTTP header to access it, where you can get the <code>xxx</code> token by running <code>flyctl auth token</code>.</p>\n<p>Or, you can point your browser directly at <a href=\"https://api.fly.io/graphql\" rel=\"nofollow\">https://api.fly.io/graphql</a> - they are running a copy of <a href=\"https://github.com/graphql/graphiql\">GraphiQL</a> there which provides an interactive explorer plus documentation and schema tabs.</p>\n<p>And if you're signed in to the Fly web interface it will use your <code>.fly.io</code> cookies to authenticate your GraphQL requests - so no need to worry about that <code>Authorization</code> header.</p>\n<p>Here's a query I used to answer the question \"what volumes do I have attached, across all of my instances?\"</p>\n<div class=\"highlight highlight-source-graphql\"><pre>{\n  <span class=\"pl-v\">apps</span> {\n    <span class=\"pl-v\">nodes</span> {\n      <span class=\"pl-v\">name</span>\n      <span class=\"pl-v\">volumes</span> {\n        <span class=\"pl-v\">nodes</span> {\n          <span class=\"pl-v\">name</span>\n        }\n      }\n    }\n  }\n}</pre></div>\n<p>Here's a much more fun query:</p>\n<div class=\"highlight highlight-source-graphql\"><pre>{\n<span class=\"pl-c\">  # Your user account:</span>\n  <span class=\"pl-v\">viewer</span> {\n    <span class=\"pl-v\">avatarUrl</span>\n    <span class=\"pl-v\">createdAt</span>\n    <span class=\"pl-v\">email</span>\n<span class=\"pl-c\">    # This returned the following for me:</span>\n<span class=\"pl-c\">    # [\"backend_wordpress\", \"response_headers_middleware\", \"firecracker\", \"dashboard_logs\"]</span>\n    <span class=\"pl-v\">featureFlags</span>\n  }\n  <span class=\"pl-v\">nearestRegion</span> {\n<span class=\"pl-c\">    # This returned \"sjc\"</span>\n    <span class=\"pl-v\">code</span>\n  }\n  <span class=\"pl-v\">personalOrganization</span> {\n    <span class=\"pl-v\">name</span>\n    <span class=\"pl-v\">creditBalance</span>\n    <span class=\"pl-v\">creditBalanceFormatted</span>\n<span class=\"pl-c\">    # Not sure what these are but they look interesting - I have 7</span>\n    <span class=\"pl-v\">loggedCertificates</span> {\n      <span class=\"pl-v\">totalCount</span>\n      <span class=\"pl-v\">nodes</span> {\n        <span class=\"pl-v\">cert</span>\n        <span class=\"pl-v\">id</span>\n        <span class=\"pl-v\">root</span>\n      }\n    }\n    <span class=\"pl-v\">isCreditCardSaved</span>\n    <span class=\"pl-v\">wireGuardPeers</span> {\n<span class=\"pl-c\">      # Returned one entry for me, with name:</span>\n<span class=\"pl-c\">      # interactive-Simons-MacBook-Pro-swillison-gmail-com-26</span>\n<span class=\"pl-c\">      # Presumably the flyctl CLI command set this up</span>\n      <span class=\"pl-v\">totalCount</span>\n      <span class=\"pl-v\">nodes</span> {\n        <span class=\"pl-v\">name</span>\n        <span class=\"pl-v\">network</span>\n        <span class=\"pl-v\">peerip</span>\n        <span class=\"pl-v\">pubkey</span>\n        <span class=\"pl-v\">region</span>\n      }\n    }\n  }\n}</pre></div>\n<p>This one returns recent logs (only for the past hour / max of 50 values - those are the highest numbers that can be used for those parameters):</p>\n<div class=\"highlight highlight-source-graphql\"><pre>{\n  <span class=\"pl-v\">apps</span> {\n    <span class=\"pl-v\">nodes</span> {\n      <span class=\"pl-v\">name</span>\n      <span class=\"pl-v\">vms</span> {\n        <span class=\"pl-v\">totalCount</span>\n        <span class=\"pl-v\">nodes</span> {\n          <span class=\"pl-v\">recentLogs</span>(<span class=\"pl-v\">limit</span>: <span class=\"pl-c1\">50</span>, <span class=\"pl-v\">range</span>: <span class=\"pl-c1\">3600</span>) {\n            <span class=\"pl-v\">id</span>\n            <span class=\"pl-v\">region</span>\n            <span class=\"pl-v\">message</span>\n            <span class=\"pl-v\">timestamp</span>\n          }\n        }\n      }\n    }\n  }\n}</pre></div>\n<p>And another one which digs into the details of attached volumes:</p>\n<div class=\"highlight highlight-source-graphql\"><pre>{\n  <span class=\"pl-v\">apps</span> {\n    <span class=\"pl-v\">nodes</span> {\n      <span class=\"pl-v\">name</span>\n      <span class=\"pl-v\">services</span> {\n        <span class=\"pl-v\">checks</span> {\n          <span class=\"pl-v\">httpPath</span>\n          <span class=\"pl-v\">httpMethod</span>\n          <span class=\"pl-v\">name</span>\n        }\n        <span class=\"pl-v\">description</span>\n      }\n      <span class=\"pl-v\">volumes</span> {\n        <span class=\"pl-v\">nodes</span> {\n          <span class=\"pl-v\">id</span>\n          <span class=\"pl-v\">name</span>\n          <span class=\"pl-v\">createdAt</span>\n          <span class=\"pl-v\">host</span> {\n            <span class=\"pl-v\">id</span>\n          }\n          <span class=\"pl-v\">sizeGb</span>\n          <span class=\"pl-v\">status</span>\n          <span class=\"pl-v\">usedBytes</span>\n          <span class=\"pl-v\">region</span>\n          <span class=\"pl-v\">app</span> {\n            <span class=\"pl-v\">name</span>\n          }\n          <span class=\"pl-v\">attachedAllocation</span> {\n            <span class=\"pl-v\">privateIP</span>\n<span class=\"pl-c\">            # Not sure why attachedAllocation on a volume gives app HTTP traffic logs:</span>\n            <span class=\"pl-v\">recentLogs</span> {\n              <span class=\"pl-v\">id</span>\n              <span class=\"pl-v\">message</span>\n              <span class=\"pl-v\">timestamp</span>\n            }\n            <span class=\"pl-v\">canary</span>\n            <span class=\"pl-v\">events</span> {\n              <span class=\"pl-v\">message</span>\n              <span class=\"pl-v\">timestamp</span>\n            }\n          }\n        }\n      }\n    }\n  }\n}</pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-01-21T14:59:35-08:00", "created_utc": "2022-01-21T22:59:35+00:00", "updated": "2022-02-01T15:07:06-08:00", "updated_utc": "2022-02-01T23:07:06+00:00", "shot_hash": "74a5e0005a6e44d69b773fef0a2b0928", "slug": "undocumented-graphql-api"}, {"path": "fly_wildcard-dns-ssl.md", "topic": "fly", "title": "Wildcard DNS and SSL on Fly", "url": "https://github.com/simonw/til/blob/main/fly/wildcard-dns-ssl.md", "body": "[Fly](https://fly.io/) makes it surprisingly easy to configure wildcard DNS, such that `anything.your-new-domain.dev` is served by a single Fly application (which can include multiple instances in multiple regions with global load-balancing).\n\nTheir documentation is at [SSL for Custom Domains](https://fly.io/docs/app-guides/custom-domains-with-fly). Here's how I set it up.\n\n## Register the domain\n\nI'm using `your-new-domain.dev` in this example, which is not a domain I have registered. `.dev` is interesting here because it requires SSL (or TLS if you want to be pedantic about it).\n\n## Create an application with an IPv4 and IPv6 IP address\n\nFirst, create an application:\n\n    fly apps create --name your-wildcard-dns-app\n\nThen create both an IPv4 and an IPv6 address for the application:\n```\nfly ips allocate-v4 -a your-wildcard-dns-app\nTYPE ADDRESS      REGION CREATED AT \nv4   37.16.10.138 global 7s ago     \n\nfly ips allocate-v6 -a your-wildcard-dns-app\nTYPE ADDRESS             REGION CREATED AT \nv6   2a09:8280:1::1:3e99 global 4s ago     \n```\nThe IPv4 address is so you can serve traffic.\n\nThe IPv6 address is needed as part of Fly's scheme to protect against subdomain takeover - see [How CDNs Generate Certificates: A Note About a Related Problem](https://fly.io/blog/how-cdns-generate-certificates/#a-note-about-a-related-problem) for details.\n\n## Configuring DNS\n\nNow setup the following DNS records:\n```\nyour-new-domain.dev   A: 37.16.10.138\nyour-new-domain.dev   AAAA: 2a09:8280:1::1:3e99\n*.your-new-domain.dev CNAME: your-wildcard-dns-app.fly.dev.\n```\n\nThat `CNAME` record does the real magic here.\n\n## Issue the certificate\n\nYou can ask Fly to issue the certificate (which uses LetsEncrypt under the hood) by running this:\n```\nfly certs create \"*.your-new-domain.dev\" \\\n  -a your-wildcard-dns-app\n```\n\n## Verifying the certificate\n\nThere's one last step: you need ta add an additional DNS record to verify the certificate.\n\nInstructions for doing this can be found at:\n\n    https://fly.io/apps/your-wildcard-dns-app/certificates\n\nClick to view your unverified certificate and you should get a set of information that includes the extra DNS entry you need to add.\n\nIt will look something like this:\n\n    _acme-challenge.your-new-domain.dev CNAME your-new-domain.dev.6g0mj.flydns.net.\n\nAdd that DNS record, then click the \"Check again\" button on the certificate screen and your certificate should be verified shortly afterwards.\n\n## Deploy an app\n\nWith the certificate in place, you can deploy a Fly app (using regular Fly or the new [Fly Machines](https://fly.io/blog/fly-machines/)). Traffic to any subdomain of your domain, with or without `https://`, will be served by your new application.\n\n## Configuring ports for your app\n\nOne last detail which caught me out: you need to configure your Fly app to accept traffic on both port 80 AND port 443 for this to work.\n\nThis is needed even if your app itself only serves on port 80 (or 8000 or whatever). The configuration here tells Fly's routing proxy what to do.\n\nUsing `fly.toml` this means there should be two `services.ports` sections - here's an example that includes those:\n\n```\napp = \"your-wildcard-dns-app\"\n\nkill_signal = \"SIGINT\"\nkill_timeout = 5\n\n[[services]]\n  internal_port = 8000\n  protocol = \"tcp\"\n\n  [services.concurrency]\n    hard_limit = 25\n    soft_limit = 20\n\n  [[services.ports]]\n    handlers = [\"http\"]\n    port = \"80\"\n\n  [[services.ports]]\n    handlers = [\"tls\", \"http\"]\n    port = \"443\"\n\n  [[services.tcp_checks]]\n    interval = 10000\n    timeout = 2000\n    grace_period = \"10s\"\n```\nIf you are using Fly Machines you'll need to include the following in the JSON that is used to launch the machine:\n\n```json\n    \"services\": [\n      {\n        \"ports\": [\n          {\n            \"port\": 80,\n            \"handlers\": [\n              \"http\"\n            ]\n          },\n          {\n            \"port\": 443,\n            \"handlers\": [\n              \"tls\",\n              \"http\"\n            ]\n          }\n        ],\n        \"protocol\": \"tcp\",\n        \"internal_port\": 8001\n      }\n```", "html": "<p><a href=\"https://fly.io/\" rel=\"nofollow\">Fly</a> makes it surprisingly easy to configure wildcard DNS, such that <code>anything.your-new-domain.dev</code> is served by a single Fly application (which can include multiple instances in multiple regions with global load-balancing).</p>\n<p>Their documentation is at <a href=\"https://fly.io/docs/app-guides/custom-domains-with-fly\" rel=\"nofollow\">SSL for Custom Domains</a>. Here's how I set it up.</p>\n<h2>\n<a id=\"user-content-register-the-domain\" class=\"anchor\" href=\"#register-the-domain\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Register the domain</h2>\n<p>I'm using <code>your-new-domain.dev</code> in this example, which is not a domain I have registered. <code>.dev</code> is interesting here because it requires SSL (or TLS if you want to be pedantic about it).</p>\n<h2>\n<a id=\"user-content-create-an-application-with-an-ipv4-and-ipv6-ip-address\" class=\"anchor\" href=\"#create-an-application-with-an-ipv4-and-ipv6-ip-address\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Create an application with an IPv4 and IPv6 IP address</h2>\n<p>First, create an application:</p>\n<pre><code>fly apps create --name your-wildcard-dns-app\n</code></pre>\n<p>Then create both an IPv4 and an IPv6 address for the application:</p>\n<pre><code>fly ips allocate-v4 -a your-wildcard-dns-app\nTYPE ADDRESS      REGION CREATED AT \nv4   37.16.10.138 global 7s ago     \n\nfly ips allocate-v6 -a your-wildcard-dns-app\nTYPE ADDRESS             REGION CREATED AT \nv6   2a09:8280:1::1:3e99 global 4s ago     \n</code></pre>\n<p>The IPv4 address is so you can serve traffic.</p>\n<p>The IPv6 address is needed as part of Fly's scheme to protect against subdomain takeover - see <a href=\"https://fly.io/blog/how-cdns-generate-certificates/#a-note-about-a-related-problem\" rel=\"nofollow\">How CDNs Generate Certificates: A Note About a Related Problem</a> for details.</p>\n<h2>\n<a id=\"user-content-configuring-dns\" class=\"anchor\" href=\"#configuring-dns\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Configuring DNS</h2>\n<p>Now setup the following DNS records:</p>\n<pre><code>your-new-domain.dev   A: 37.16.10.138\nyour-new-domain.dev   AAAA: 2a09:8280:1::1:3e99\n*.your-new-domain.dev CNAME: your-wildcard-dns-app.fly.dev.\n</code></pre>\n<p>That <code>CNAME</code> record does the real magic here.</p>\n<h2>\n<a id=\"user-content-issue-the-certificate\" class=\"anchor\" href=\"#issue-the-certificate\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Issue the certificate</h2>\n<p>You can ask Fly to issue the certificate (which uses LetsEncrypt under the hood) by running this:</p>\n<pre><code>fly certs create \"*.your-new-domain.dev\" \\\n  -a your-wildcard-dns-app\n</code></pre>\n<h2>\n<a id=\"user-content-verifying-the-certificate\" class=\"anchor\" href=\"#verifying-the-certificate\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Verifying the certificate</h2>\n<p>There's one last step: you need ta add an additional DNS record to verify the certificate.</p>\n<p>Instructions for doing this can be found at:</p>\n<pre><code>https://fly.io/apps/your-wildcard-dns-app/certificates\n</code></pre>\n<p>Click to view your unverified certificate and you should get a set of information that includes the extra DNS entry you need to add.</p>\n<p>It will look something like this:</p>\n<pre><code>_acme-challenge.your-new-domain.dev CNAME your-new-domain.dev.6g0mj.flydns.net.\n</code></pre>\n<p>Add that DNS record, then click the \"Check again\" button on the certificate screen and your certificate should be verified shortly afterwards.</p>\n<h2>\n<a id=\"user-content-deploy-an-app\" class=\"anchor\" href=\"#deploy-an-app\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Deploy an app</h2>\n<p>With the certificate in place, you can deploy a Fly app (using regular Fly or the new <a href=\"https://fly.io/blog/fly-machines/\" rel=\"nofollow\">Fly Machines</a>). Traffic to any subdomain of your domain, with or without <code>https://</code>, will be served by your new application.</p>\n<h2>\n<a id=\"user-content-configuring-ports-for-your-app\" class=\"anchor\" href=\"#configuring-ports-for-your-app\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Configuring ports for your app</h2>\n<p>One last detail which caught me out: you need to configure your Fly app to accept traffic on both port 80 AND port 443 for this to work.</p>\n<p>This is needed even if your app itself only serves on port 80 (or 8000 or whatever). The configuration here tells Fly's routing proxy what to do.</p>\n<p>Using <code>fly.toml</code> this means there should be two <code>services.ports</code> sections - here's an example that includes those:</p>\n<pre><code>app = \"your-wildcard-dns-app\"\n\nkill_signal = \"SIGINT\"\nkill_timeout = 5\n\n[[services]]\n  internal_port = 8000\n  protocol = \"tcp\"\n\n  [services.concurrency]\n    hard_limit = 25\n    soft_limit = 20\n\n  [[services.ports]]\n    handlers = [\"http\"]\n    port = \"80\"\n\n  [[services.ports]]\n    handlers = [\"tls\", \"http\"]\n    port = \"443\"\n\n  [[services.tcp_checks]]\n    interval = 10000\n    timeout = 2000\n    grace_period = \"10s\"\n</code></pre>\n<p>If you are using Fly Machines you'll need to include the following in the JSON that is used to launch the machine:</p>\n<div class=\"highlight highlight-source-json\"><pre>    <span class=\"pl-ent\">\"services\"</span>: [\n      {\n        <span class=\"pl-ent\">\"ports\"</span>: [\n          {\n            <span class=\"pl-ent\">\"port\"</span>: <span class=\"pl-c1\">80</span>,\n            <span class=\"pl-ent\">\"handlers\"</span>: [\n              <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>http<span class=\"pl-pds\">\"</span></span>\n            ]\n          },\n          {\n            <span class=\"pl-ent\">\"port\"</span>: <span class=\"pl-c1\">443</span>,\n            <span class=\"pl-ent\">\"handlers\"</span>: [\n              <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>tls<span class=\"pl-pds\">\"</span></span>,\n              <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>http<span class=\"pl-pds\">\"</span></span>\n            ]\n          }\n        ],\n        <span class=\"pl-ent\">\"protocol\"</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>tcp<span class=\"pl-pds\">\"</span></span>,\n        <span class=\"pl-ent\">\"internal_port\"</span>: <span class=\"pl-c1\">8001</span>\n      }</pre></div>\n", "shot": {"$base64": true, 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"}, "created": "2022-05-25T19:46:47-07:00", "created_utc": "2022-05-26T02:46:47+00:00", "updated": "2022-05-25T19:52:07-07:00", "updated_utc": "2022-05-26T02:52:07+00:00", "shot_hash": "ebbaa42f14cb55fd6009d8707f2d482d", "slug": "wildcard-dns-ssl"}, {"path": "gis_mapzen-elevation-tiles.md", "topic": "gis", "title": "Downloading MapZen elevation tiles", "url": "https://github.com/simonw/til/blob/main/gis/mapzen-elevation-tiles.md", "body": "[Via Tony Hirst](https://twitter.com/psychemedia/status/1357280624319553537) I found out about [MapZen's elevation tiles](https://www.mapzen.com/blog/terrain-tile-service/), which encode elevation data in PNG and other formats.\n\nThese days they live at https://registry.opendata.aws/terrain-tiles/\n\nI managed to download a subset of them using [download-tiles](https://datasette.io/tools/download-tiles) like so:\n\n```\ndownload-tiles elevation.mbtiles -z 0-4 \\\n  --tiles-url='https://s3.amazonaws.com/elevation-tiles-prod/terrarium/{z}/{x}/{y}.png'\n```\nI'm worried I may have got the x and y the wrong way round though, see comments on https://github.com/simonw/datasette-tiles/issues/15", "html": "<p><a href=\"https://twitter.com/psychemedia/status/1357280624319553537\" rel=\"nofollow\">Via Tony Hirst</a> I found out about <a href=\"https://www.mapzen.com/blog/terrain-tile-service/\" rel=\"nofollow\">MapZen's elevation tiles</a>, which encode elevation data in PNG and other formats.</p>\n<p>These days they live at <a href=\"https://registry.opendata.aws/terrain-tiles/\" rel=\"nofollow\">https://registry.opendata.aws/terrain-tiles/</a></p>\n<p>I managed to download a subset of them using <a href=\"https://datasette.io/tools/download-tiles\" rel=\"nofollow\">download-tiles</a> like so:</p>\n<pre><code>download-tiles elevation.mbtiles -z 0-4 \\\n  --tiles-url='https://s3.amazonaws.com/elevation-tiles-prod/terrarium/{z}/{x}/{y}.png'\n</code></pre>\n<p>I'm worried I may have got the x and y the wrong way round though, see comments on <a href=\"https://github.com/simonw/datasette-tiles/issues/15\">https://github.com/simonw/datasette-tiles/issues/15</a></p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-02-04T10:48:48-08:00", "created_utc": "2021-02-04T18:48:48+00:00", "updated": "2021-02-04T10:48:48-08:00", "updated_utc": "2021-02-04T18:48:48+00:00", "shot_hash": "eac3531e08b6e6ded4c323148bf26b69", "slug": "mapzen-elevation-tiles"}, {"path": "gis_natural-earth-in-spatialite-and-datasette.md", "topic": "gis", "title": "Natural Earth in SpatiaLite and Datasette", "url": "https://github.com/simonw/til/blob/main/gis/natural-earth-in-spatialite-and-datasette.md", "body": "Natural Earth ([website](https://www.naturalearthdata.com/), [Wikipedia](https://en.wikipedia.org/wiki/Natural_Earth)) is a a public domain map dataset.\n\nIt's distributed in a bunch of different formats - one of them is a SQLite database file.\n\nhttp://naciscdn.org/naturalearth/packages/natural_earth_vector.sqlite.zip - this is a 423MB file which decompresses to provide a 791MB `packages/natural_earth_vector.sqlite` file.\n\nI opened it in Datasette like this:\n\n    datasette --load-extension spatialite \\\n      ~/Downloads/natural_earth_vector.sqlite/packages/natural_earth_vector.sqlite\n\nI had previously installed Datasette and SpatiaLite using Homebrew:\n\n    brew install datasette spatialite-tools\n\n## Database format\n\nThe database contains 181 tables, for different layers at different scales. Those tables are listed below.\n\nEach table has a bunch of columns and a `GEOMETRY` column. That geometry column contains data stored in WKB - Well-Known Binary format.\n\nIf you have SpatiaLite you can convert that column to GeoJSON like so:\n\n    AsGeoJSON(GeomFromWKB(GEOMETRY))\n\nFor example, here are the largest \"urban areas\" at 50m scale:\n\n```sql\nselect\n  AsGeoJSON(GeomFromWKB(GEOMETRY))\nfrom\n  ne_50m_urban_areas\norder by area_sqkm desc\n```\nEvery country at 50m scale (a good balance between detail and overall size):\n```sql\nselect\n  AsGeoJSON(GeomFromWKB(GEOMETRY)), *\nfrom\n  ne_50m_admin_0_countries\n```\n\nThis query draws a coloured map of countries using the `datasette-geojson-map` and `sqlite-colorbrewer` plugins:\n\n```sql\nselect\n  ogc_fid,\n  GeomFromWKB(GEOMETRY) as geometry,\n  colorbrewer('Paired', 9, MAPCOLOR9 - 1) as fill\nfrom\n  ne_10m_admin_0_countries\n```\n\n<img width=\"1098\" alt=\"Screenshot of a map showing different countries in random colours\" src=\"https://user-images.githubusercontent.com/9599/156858327-08f99300-29fd-4ca8-a268-f8c2ec659349.png\">\n\nThe `ne_10m_admin_1_states_provinces` table is useful: it has subdivisions for a bunch of different countries. Here's the UK divided into counties:\n\n```sql\nselect\n  ogc_fid,\n  GeomFromWKB(GEOMETRY) as geometry,\n  featurecla,\n  scalerank,\n  adm1_code,\n  diss_me,\n  iso_3166_2,\n  wikipedia,\n  iso_a2,\n  adm0_sr,\n  name,\n  name_alt,\n  type,\n  type_en,\n  area_sqkm,\n  latitude,\n  longitude,\n  admin\nfrom\n  ne_10m_admin_1_states_provinces\nwhere\n  admin = 'United Kingdom'\n```\nI tried this with `select *, GeomFromWKB(GEOMETRY) as geometry` first but it didn't work with `datasette-geojson-map` because the `*` picked up the original `GEOMETRY` column in the wrong format.\n\nThe scales are:\n\n- Large scale data, 1:10m - most detailed\n- Medium scale data, 1:50m\n- Small scale data, 1:110m - least detailed\n\n## Exploring with Datasette plugins\n\nWith the `datasette-leaflet-geojson` plugin installed, any column that returns GeoJSON (from `AsGeoJSON(GeomFromWKB(GEOMETRY))`) will render as a little map, no matter what the column name.\n\nIf you install `datasette-geojson-map` you can seee a single map with all of the shapes on - you need to create a `geometry` column containing a SpatiaLite geometry, which you can do like this:\n```sql\nselect\n  ogc_fid, GeomFromWKB(GEOMETRY) as geometry, *\nfrom\n  ne_50m_coastline\n```\n## Full list of tables\n\n- `ne_10m_admin_0_antarctic_claim_limit_lines`\n- `ne_10m_admin_0_antarctic_claims`\n- `ne_10m_admin_0_boundary_lines_disputed_areas`\n- `ne_10m_admin_0_boundary_lines_land`\n- `ne_10m_admin_0_boundary_lines_map_units`\n- `ne_10m_admin_0_boundary_lines_maritime_indicator`\n- `ne_10m_admin_0_boundary_lines_maritime_indicator_chn`\n- `ne_10m_admin_0_countries`\n- `ne_10m_admin_0_countries_arg`\n- `ne_10m_admin_0_countries_bdg`\n- `ne_10m_admin_0_countries_bra`\n- `ne_10m_admin_0_countries_chn`\n- `ne_10m_admin_0_countries_deu`\n- `ne_10m_admin_0_countries_egy`\n- `ne_10m_admin_0_countries_esp`\n- `ne_10m_admin_0_countries_fra`\n- `ne_10m_admin_0_countries_gbr`\n- `ne_10m_admin_0_countries_grc`\n- `ne_10m_admin_0_countries_idn`\n- `ne_10m_admin_0_countries_ind`\n- `ne_10m_admin_0_countries_isr`\n- `ne_10m_admin_0_countries_ita`\n- `ne_10m_admin_0_countries_jpn`\n- `ne_10m_admin_0_countries_kor`\n- `ne_10m_admin_0_countries_lakes`\n- `ne_10m_admin_0_countries_mar`\n- `ne_10m_admin_0_countries_nep`\n- `ne_10m_admin_0_countries_nld`\n- `ne_10m_admin_0_countries_pak`\n- `ne_10m_admin_0_countries_pol`\n- `ne_10m_admin_0_countries_prt`\n- `ne_10m_admin_0_countries_pse`\n- `ne_10m_admin_0_countries_rus`\n- `ne_10m_admin_0_countries_sau`\n- `ne_10m_admin_0_countries_swe`\n- `ne_10m_admin_0_countries_tur`\n- `ne_10m_admin_0_countries_twn`\n- `ne_10m_admin_0_countries_ukr`\n- `ne_10m_admin_0_countries_usa`\n- `ne_10m_admin_0_countries_vnm`\n- `ne_10m_admin_0_disputed_areas`\n- `ne_10m_admin_0_disputed_areas_scale_rank_minor_islands`\n- `ne_10m_admin_0_label_points`\n- `ne_10m_admin_0_map_subunits`\n- `ne_10m_admin_0_map_units`\n- `ne_10m_admin_0_names`\n- `ne_10m_admin_0_pacific_groupings`\n- `ne_10m_admin_0_scale_rank`\n- `ne_10m_admin_0_scale_rank_minor_islands`\n- `ne_10m_admin_0_seams`\n- `ne_10m_admin_0_sovereignty`\n- `ne_10m_admin_1_label_points`\n- `ne_10m_admin_1_label_points_details`\n- `ne_10m_admin_1_seams`\n- `ne_10m_admin_1_sel`\n- `ne_10m_admin_1_states_provinces`\n- `ne_10m_admin_1_states_provinces_lakes`\n- `ne_10m_admin_1_states_provinces_lines`\n- `ne_10m_admin_1_states_provinces_scale_rank`\n- `ne_10m_admin_1_states_provinces_scale_rank_minor_islands`\n- `ne_10m_admin_2_counties`\n- `ne_10m_admin_2_counties_lakes`\n- `ne_10m_admin_2_counties_lines`\n- `ne_10m_admin_2_counties_scale_rank`\n- `ne_10m_admin_2_counties_scale_rank_minor_islands`\n- `ne_10m_admin_2_counties_to_match`\n- `ne_10m_admin_2_label_points`\n- `ne_10m_admin_2_label_points_details`\n- `ne_10m_airports`\n- `ne_10m_antarctic_ice_shelves_lines`\n- `ne_10m_antarctic_ice_shelves_polys`\n- `ne_10m_coastline`\n- `ne_10m_geographic_lines`\n- `ne_10m_geography_marine_polys`\n- `ne_10m_geography_regions_elevation_points`\n- `ne_10m_geography_regions_points`\n- `ne_10m_geography_regions_polys`\n- `ne_10m_glaciated_areas`\n- `ne_10m_lakes`\n- `ne_10m_lakes_australia`\n- `ne_10m_lakes_europe`\n- `ne_10m_lakes_historic`\n- `ne_10m_lakes_north_america`\n- `ne_10m_lakes_pluvial`\n- `ne_10m_land`\n- `ne_10m_land_ocean_label_points`\n- `ne_10m_land_ocean_seams`\n- `ne_10m_land_scale_rank`\n- `ne_10m_minor_islands`\n- `ne_10m_minor_islands_coastline`\n- `ne_10m_minor_islands_label_points`\n- `ne_10m_ocean`\n- `ne_10m_ocean_scale_rank`\n- `ne_10m_parks_and_protected_lands_area`\n- `ne_10m_parks_and_protected_lands_line`\n- `ne_10m_parks_and_protected_lands_point`\n- `ne_10m_parks_and_protected_lands_scale_rank`\n- `ne_10m_playas`\n- `ne_10m_populated_places`\n- `ne_10m_populated_places_simple`\n- `ne_10m_ports`\n- `ne_10m_railroads`\n- `ne_10m_railroads_north_america`\n- `ne_10m_reefs`\n- `ne_10m_rivers_australia`\n- `ne_10m_rivers_europe`\n- `ne_10m_rivers_lake_centerlines`\n- `ne_10m_rivers_lake_centerlines_scale_rank`\n- `ne_10m_rivers_north_america`\n- `ne_10m_roads`\n- `ne_10m_roads_north_america`\n- `ne_10m_time_zones`\n- `ne_10m_urban_areas`\n- `ne_10m_urban_areas_landscan`\n- `ne_110m_admin_0_boundary_lines_land`\n- `ne_110m_admin_0_countries`\n- `ne_110m_admin_0_countries_lakes`\n- `ne_110m_admin_0_map_units`\n- `ne_110m_admin_0_pacific_groupings`\n- `ne_110m_admin_0_scale_rank`\n- `ne_110m_admin_0_sovereignty`\n- `ne_110m_admin_0_tiny_countries`\n- `ne_110m_admin_1_states_provinces`\n- `ne_110m_admin_1_states_provinces_lakes`\n- `ne_110m_admin_1_states_provinces_lines`\n- `ne_110m_admin_1_states_provinces_scale_rank`\n- `ne_110m_coastline`\n- `ne_110m_geographic_lines`\n- `ne_110m_geography_marine_polys`\n- `ne_110m_geography_regions_elevation_points`\n- `ne_110m_geography_regions_points`\n- `ne_110m_geography_regions_polys`\n- `ne_110m_glaciated_areas`\n- `ne_110m_lakes`\n- `ne_110m_land`\n- `ne_110m_ocean`\n- `ne_110m_populated_places`\n- `ne_110m_populated_places_simple`\n- `ne_110m_rivers_lake_centerlines`\n- `ne_50m_admin_0_boundary_lines_disputed_areas`\n- `ne_50m_admin_0_boundary_lines_land`\n- `ne_50m_admin_0_boundary_lines_maritime_indicator`\n- `ne_50m_admin_0_boundary_lines_maritime_indicator_chn`\n- `ne_50m_admin_0_boundary_map_units`\n- `ne_50m_admin_0_breakaway_disputed_areas`\n- `ne_50m_admin_0_breakaway_disputed_areas_scale_rank`\n- `ne_50m_admin_0_countries`\n- `ne_50m_admin_0_countries_lakes`\n- `ne_50m_admin_0_map_subunits`\n- `ne_50m_admin_0_map_units`\n- `ne_50m_admin_0_pacific_groupings`\n- `ne_50m_admin_0_scale_rank`\n- `ne_50m_admin_0_sovereignty`\n- `ne_50m_admin_0_tiny_countries`\n- `ne_50m_admin_0_tiny_countries_scale_rank`\n- `ne_50m_admin_1_seams`\n- `ne_50m_admin_1_states_provinces`\n- `ne_50m_admin_1_states_provinces_lakes`\n- `ne_50m_admin_1_states_provinces_lines`\n- `ne_50m_admin_1_states_provinces_scale_rank`\n- `ne_50m_airports`\n- `ne_50m_antarctic_ice_shelves_lines`\n- `ne_50m_antarctic_ice_shelves_polys`\n- `ne_50m_coastline`\n- `ne_50m_geographic_lines`\n- `ne_50m_geography_marine_polys`\n- `ne_50m_geography_regions_elevation_points`\n- `ne_50m_geography_regions_points`\n- `ne_50m_geography_regions_polys`\n- `ne_50m_glaciated_areas`\n- `ne_50m_lakes`\n- `ne_50m_lakes_historic`\n- `ne_50m_land`\n- `ne_50m_ocean`\n- `ne_50m_playas`\n- `ne_50m_populated_places`\n- `ne_50m_populated_places_simple`\n- `ne_50m_ports`\n- `ne_50m_rivers_lake_centerlines`\n- `ne_50m_rivers_lake_centerlines_scale_rank`\n- `ne_50m_urban_areas`", "html": "<p>Natural Earth (<a href=\"https://www.naturalearthdata.com/\" rel=\"nofollow\">website</a>, <a href=\"https://en.wikipedia.org/wiki/Natural_Earth\" rel=\"nofollow\">Wikipedia</a>) is a a public domain map dataset.</p>\n<p>It's distributed in a bunch of different formats - one of them is a SQLite database file.</p>\n<p><a href=\"http://naciscdn.org/naturalearth/packages/natural_earth_vector.sqlite.zip\" rel=\"nofollow\">http://naciscdn.org/naturalearth/packages/natural_earth_vector.sqlite.zip</a> - this is a 423MB file which decompresses to provide a 791MB <code>packages/natural_earth_vector.sqlite</code> file.</p>\n<p>I opened it in Datasette like this:</p>\n<pre><code>datasette --load-extension spatialite \\\n  ~/Downloads/natural_earth_vector.sqlite/packages/natural_earth_vector.sqlite\n</code></pre>\n<p>I had previously installed Datasette and SpatiaLite using Homebrew:</p>\n<pre><code>brew install datasette spatialite-tools\n</code></pre>\n<h2>\n<a id=\"user-content-database-format\" class=\"anchor\" href=\"#database-format\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Database format</h2>\n<p>The database contains 181 tables, for different layers at different scales. Those tables are listed below.</p>\n<p>Each table has a bunch of columns and a <code>GEOMETRY</code> column. That geometry column contains data stored in WKB - Well-Known Binary format.</p>\n<p>If you have SpatiaLite you can convert that column to GeoJSON like so:</p>\n<pre><code>AsGeoJSON(GeomFromWKB(GEOMETRY))\n</code></pre>\n<p>For example, here are the largest \"urban areas\" at 50m scale:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span>\n  AsGeoJSON(GeomFromWKB(GEOMETRY))\n<span class=\"pl-k\">from</span>\n  ne_50m_urban_areas\n<span class=\"pl-k\">order by</span> area_sqkm <span class=\"pl-k\">desc</span></pre></div>\n<p>Every country at 50m scale (a good balance between detail and overall size):</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span>\n  AsGeoJSON(GeomFromWKB(GEOMETRY)), <span class=\"pl-k\">*</span>\n<span class=\"pl-k\">from</span>\n  ne_50m_admin_0_countries</pre></div>\n<p>This query draws a coloured map of countries using the <code>datasette-geojson-map</code> and <code>sqlite-colorbrewer</code> plugins:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span>\n  ogc_fid,\n  GeomFromWKB(GEOMETRY) <span class=\"pl-k\">as</span> geometry,\n  colorbrewer(<span class=\"pl-s\"><span class=\"pl-pds\">'</span>Paired<span class=\"pl-pds\">'</span></span>, <span class=\"pl-c1\">9</span>, MAPCOLOR9 <span class=\"pl-k\">-</span> <span class=\"pl-c1\">1</span>) <span class=\"pl-k\">as</span> fill\n<span class=\"pl-k\">from</span>\n  ne_10m_admin_0_countries</pre></div>\n<p><a href=\"https://user-images.githubusercontent.com/9599/156858327-08f99300-29fd-4ca8-a268-f8c2ec659349.png\" target=\"_blank\" rel=\"nofollow\"><img width=\"1098\" alt=\"Screenshot of a map showing different countries in random colours\" src=\"https://user-images.githubusercontent.com/9599/156858327-08f99300-29fd-4ca8-a268-f8c2ec659349.png\" style=\"max-width:100%;\"></a></p>\n<p>The <code>ne_10m_admin_1_states_provinces</code> table is useful: it has subdivisions for a bunch of different countries. Here's the UK divided into counties:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span>\n  ogc_fid,\n  GeomFromWKB(GEOMETRY) <span class=\"pl-k\">as</span> geometry,\n  featurecla,\n  scalerank,\n  adm1_code,\n  diss_me,\n  iso_3166_2,\n  wikipedia,\n  iso_a2,\n  adm0_sr,\n  name,\n  name_alt,\n  type,\n  type_en,\n  area_sqkm,\n  latitude,\n  longitude,\n  admin\n<span class=\"pl-k\">from</span>\n  ne_10m_admin_1_states_provinces\n<span class=\"pl-k\">where</span>\n  admin <span class=\"pl-k\">=</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>United Kingdom<span class=\"pl-pds\">'</span></span></pre></div>\n<p>I tried this with <code>select *, GeomFromWKB(GEOMETRY) as geometry</code> first but it didn't work with <code>datasette-geojson-map</code> because the <code>*</code> picked up the original <code>GEOMETRY</code> column in the wrong format.</p>\n<p>The scales are:</p>\n<ul>\n<li>Large scale data, 1:10m - most detailed</li>\n<li>Medium scale data, 1:50m</li>\n<li>Small scale data, 1:110m - least detailed</li>\n</ul>\n<h2>\n<a id=\"user-content-exploring-with-datasette-plugins\" class=\"anchor\" href=\"#exploring-with-datasette-plugins\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Exploring with Datasette plugins</h2>\n<p>With the <code>datasette-leaflet-geojson</code> plugin installed, any column that returns GeoJSON (from <code>AsGeoJSON(GeomFromWKB(GEOMETRY))</code>) will render as a little map, no matter what the column name.</p>\n<p>If you install <code>datasette-geojson-map</code> you can seee a single map with all of the shapes on - you need to create a <code>geometry</code> column containing a SpatiaLite geometry, which you can do like this:</p>\n<div class=\"highlight highlight-source-sql\"><pre><span class=\"pl-k\">select</span>\n  ogc_fid, GeomFromWKB(GEOMETRY) <span class=\"pl-k\">as</span> geometry, <span class=\"pl-k\">*</span>\n<span class=\"pl-k\">from</span>\n  ne_50m_coastline</pre></div>\n<h2>\n<a id=\"user-content-full-list-of-tables\" class=\"anchor\" href=\"#full-list-of-tables\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Full list of tables</h2>\n<ul>\n<li><code>ne_10m_admin_0_antarctic_claim_limit_lines</code></li>\n<li><code>ne_10m_admin_0_antarctic_claims</code></li>\n<li><code>ne_10m_admin_0_boundary_lines_disputed_areas</code></li>\n<li><code>ne_10m_admin_0_boundary_lines_land</code></li>\n<li><code>ne_10m_admin_0_boundary_lines_map_units</code></li>\n<li><code>ne_10m_admin_0_boundary_lines_maritime_indicator</code></li>\n<li><code>ne_10m_admin_0_boundary_lines_maritime_indicator_chn</code></li>\n<li><code>ne_10m_admin_0_countries</code></li>\n<li><code>ne_10m_admin_0_countries_arg</code></li>\n<li><code>ne_10m_admin_0_countries_bdg</code></li>\n<li><code>ne_10m_admin_0_countries_bra</code></li>\n<li><code>ne_10m_admin_0_countries_chn</code></li>\n<li><code>ne_10m_admin_0_countries_deu</code></li>\n<li><code>ne_10m_admin_0_countries_egy</code></li>\n<li><code>ne_10m_admin_0_countries_esp</code></li>\n<li><code>ne_10m_admin_0_countries_fra</code></li>\n<li><code>ne_10m_admin_0_countries_gbr</code></li>\n<li><code>ne_10m_admin_0_countries_grc</code></li>\n<li><code>ne_10m_admin_0_countries_idn</code></li>\n<li><code>ne_10m_admin_0_countries_ind</code></li>\n<li><code>ne_10m_admin_0_countries_isr</code></li>\n<li><code>ne_10m_admin_0_countries_ita</code></li>\n<li><code>ne_10m_admin_0_countries_jpn</code></li>\n<li><code>ne_10m_admin_0_countries_kor</code></li>\n<li><code>ne_10m_admin_0_countries_lakes</code></li>\n<li><code>ne_10m_admin_0_countries_mar</code></li>\n<li><code>ne_10m_admin_0_countries_nep</code></li>\n<li><code>ne_10m_admin_0_countries_nld</code></li>\n<li><code>ne_10m_admin_0_countries_pak</code></li>\n<li><code>ne_10m_admin_0_countries_pol</code></li>\n<li><code>ne_10m_admin_0_countries_prt</code></li>\n<li><code>ne_10m_admin_0_countries_pse</code></li>\n<li><code>ne_10m_admin_0_countries_rus</code></li>\n<li><code>ne_10m_admin_0_countries_sau</code></li>\n<li><code>ne_10m_admin_0_countries_swe</code></li>\n<li><code>ne_10m_admin_0_countries_tur</code></li>\n<li><code>ne_10m_admin_0_countries_twn</code></li>\n<li><code>ne_10m_admin_0_countries_ukr</code></li>\n<li><code>ne_10m_admin_0_countries_usa</code></li>\n<li><code>ne_10m_admin_0_countries_vnm</code></li>\n<li><code>ne_10m_admin_0_disputed_areas</code></li>\n<li><code>ne_10m_admin_0_disputed_areas_scale_rank_minor_islands</code></li>\n<li><code>ne_10m_admin_0_label_points</code></li>\n<li><code>ne_10m_admin_0_map_subunits</code></li>\n<li><code>ne_10m_admin_0_map_units</code></li>\n<li><code>ne_10m_admin_0_names</code></li>\n<li><code>ne_10m_admin_0_pacific_groupings</code></li>\n<li><code>ne_10m_admin_0_scale_rank</code></li>\n<li><code>ne_10m_admin_0_scale_rank_minor_islands</code></li>\n<li><code>ne_10m_admin_0_seams</code></li>\n<li><code>ne_10m_admin_0_sovereignty</code></li>\n<li><code>ne_10m_admin_1_label_points</code></li>\n<li><code>ne_10m_admin_1_label_points_details</code></li>\n<li><code>ne_10m_admin_1_seams</code></li>\n<li><code>ne_10m_admin_1_sel</code></li>\n<li><code>ne_10m_admin_1_states_provinces</code></li>\n<li><code>ne_10m_admin_1_states_provinces_lakes</code></li>\n<li><code>ne_10m_admin_1_states_provinces_lines</code></li>\n<li><code>ne_10m_admin_1_states_provinces_scale_rank</code></li>\n<li><code>ne_10m_admin_1_states_provinces_scale_rank_minor_islands</code></li>\n<li><code>ne_10m_admin_2_counties</code></li>\n<li><code>ne_10m_admin_2_counties_lakes</code></li>\n<li><code>ne_10m_admin_2_counties_lines</code></li>\n<li><code>ne_10m_admin_2_counties_scale_rank</code></li>\n<li><code>ne_10m_admin_2_counties_scale_rank_minor_islands</code></li>\n<li><code>ne_10m_admin_2_counties_to_match</code></li>\n<li><code>ne_10m_admin_2_label_points</code></li>\n<li><code>ne_10m_admin_2_label_points_details</code></li>\n<li><code>ne_10m_airports</code></li>\n<li><code>ne_10m_antarctic_ice_shelves_lines</code></li>\n<li><code>ne_10m_antarctic_ice_shelves_polys</code></li>\n<li><code>ne_10m_coastline</code></li>\n<li><code>ne_10m_geographic_lines</code></li>\n<li><code>ne_10m_geography_marine_polys</code></li>\n<li><code>ne_10m_geography_regions_elevation_points</code></li>\n<li><code>ne_10m_geography_regions_points</code></li>\n<li><code>ne_10m_geography_regions_polys</code></li>\n<li><code>ne_10m_glaciated_areas</code></li>\n<li><code>ne_10m_lakes</code></li>\n<li><code>ne_10m_lakes_australia</code></li>\n<li><code>ne_10m_lakes_europe</code></li>\n<li><code>ne_10m_lakes_historic</code></li>\n<li><code>ne_10m_lakes_north_america</code></li>\n<li><code>ne_10m_lakes_pluvial</code></li>\n<li><code>ne_10m_land</code></li>\n<li><code>ne_10m_land_ocean_label_points</code></li>\n<li><code>ne_10m_land_ocean_seams</code></li>\n<li><code>ne_10m_land_scale_rank</code></li>\n<li><code>ne_10m_minor_islands</code></li>\n<li><code>ne_10m_minor_islands_coastline</code></li>\n<li><code>ne_10m_minor_islands_label_points</code></li>\n<li><code>ne_10m_ocean</code></li>\n<li><code>ne_10m_ocean_scale_rank</code></li>\n<li><code>ne_10m_parks_and_protected_lands_area</code></li>\n<li><code>ne_10m_parks_and_protected_lands_line</code></li>\n<li><code>ne_10m_parks_and_protected_lands_point</code></li>\n<li><code>ne_10m_parks_and_protected_lands_scale_rank</code></li>\n<li><code>ne_10m_playas</code></li>\n<li><code>ne_10m_populated_places</code></li>\n<li><code>ne_10m_populated_places_simple</code></li>\n<li><code>ne_10m_ports</code></li>\n<li><code>ne_10m_railroads</code></li>\n<li><code>ne_10m_railroads_north_america</code></li>\n<li><code>ne_10m_reefs</code></li>\n<li><code>ne_10m_rivers_australia</code></li>\n<li><code>ne_10m_rivers_europe</code></li>\n<li><code>ne_10m_rivers_lake_centerlines</code></li>\n<li><code>ne_10m_rivers_lake_centerlines_scale_rank</code></li>\n<li><code>ne_10m_rivers_north_america</code></li>\n<li><code>ne_10m_roads</code></li>\n<li><code>ne_10m_roads_north_america</code></li>\n<li><code>ne_10m_time_zones</code></li>\n<li><code>ne_10m_urban_areas</code></li>\n<li><code>ne_10m_urban_areas_landscan</code></li>\n<li><code>ne_110m_admin_0_boundary_lines_land</code></li>\n<li><code>ne_110m_admin_0_countries</code></li>\n<li><code>ne_110m_admin_0_countries_lakes</code></li>\n<li><code>ne_110m_admin_0_map_units</code></li>\n<li><code>ne_110m_admin_0_pacific_groupings</code></li>\n<li><code>ne_110m_admin_0_scale_rank</code></li>\n<li><code>ne_110m_admin_0_sovereignty</code></li>\n<li><code>ne_110m_admin_0_tiny_countries</code></li>\n<li><code>ne_110m_admin_1_states_provinces</code></li>\n<li><code>ne_110m_admin_1_states_provinces_lakes</code></li>\n<li><code>ne_110m_admin_1_states_provinces_lines</code></li>\n<li><code>ne_110m_admin_1_states_provinces_scale_rank</code></li>\n<li><code>ne_110m_coastline</code></li>\n<li><code>ne_110m_geographic_lines</code></li>\n<li><code>ne_110m_geography_marine_polys</code></li>\n<li><code>ne_110m_geography_regions_elevation_points</code></li>\n<li><code>ne_110m_geography_regions_points</code></li>\n<li><code>ne_110m_geography_regions_polys</code></li>\n<li><code>ne_110m_glaciated_areas</code></li>\n<li><code>ne_110m_lakes</code></li>\n<li><code>ne_110m_land</code></li>\n<li><code>ne_110m_ocean</code></li>\n<li><code>ne_110m_populated_places</code></li>\n<li><code>ne_110m_populated_places_simple</code></li>\n<li><code>ne_110m_rivers_lake_centerlines</code></li>\n<li><code>ne_50m_admin_0_boundary_lines_disputed_areas</code></li>\n<li><code>ne_50m_admin_0_boundary_lines_land</code></li>\n<li><code>ne_50m_admin_0_boundary_lines_maritime_indicator</code></li>\n<li><code>ne_50m_admin_0_boundary_lines_maritime_indicator_chn</code></li>\n<li><code>ne_50m_admin_0_boundary_map_units</code></li>\n<li><code>ne_50m_admin_0_breakaway_disputed_areas</code></li>\n<li><code>ne_50m_admin_0_breakaway_disputed_areas_scale_rank</code></li>\n<li><code>ne_50m_admin_0_countries</code></li>\n<li><code>ne_50m_admin_0_countries_lakes</code></li>\n<li><code>ne_50m_admin_0_map_subunits</code></li>\n<li><code>ne_50m_admin_0_map_units</code></li>\n<li><code>ne_50m_admin_0_pacific_groupings</code></li>\n<li><code>ne_50m_admin_0_scale_rank</code></li>\n<li><code>ne_50m_admin_0_sovereignty</code></li>\n<li><code>ne_50m_admin_0_tiny_countries</code></li>\n<li><code>ne_50m_admin_0_tiny_countries_scale_rank</code></li>\n<li><code>ne_50m_admin_1_seams</code></li>\n<li><code>ne_50m_admin_1_states_provinces</code></li>\n<li><code>ne_50m_admin_1_states_provinces_lakes</code></li>\n<li><code>ne_50m_admin_1_states_provinces_lines</code></li>\n<li><code>ne_50m_admin_1_states_provinces_scale_rank</code></li>\n<li><code>ne_50m_airports</code></li>\n<li><code>ne_50m_antarctic_ice_shelves_lines</code></li>\n<li><code>ne_50m_antarctic_ice_shelves_polys</code></li>\n<li><code>ne_50m_coastline</code></li>\n<li><code>ne_50m_geographic_lines</code></li>\n<li><code>ne_50m_geography_marine_polys</code></li>\n<li><code>ne_50m_geography_regions_elevation_points</code></li>\n<li><code>ne_50m_geography_regions_points</code></li>\n<li><code>ne_50m_geography_regions_polys</code></li>\n<li><code>ne_50m_glaciated_areas</code></li>\n<li><code>ne_50m_lakes</code></li>\n<li><code>ne_50m_lakes_historic</code></li>\n<li><code>ne_50m_land</code></li>\n<li><code>ne_50m_ocean</code></li>\n<li><code>ne_50m_playas</code></li>\n<li><code>ne_50m_populated_places</code></li>\n<li><code>ne_50m_populated_places_simple</code></li>\n<li><code>ne_50m_ports</code></li>\n<li><code>ne_50m_rivers_lake_centerlines</code></li>\n<li><code>ne_50m_rivers_lake_centerlines_scale_rank</code></li>\n<li><code>ne_50m_urban_areas</code></li>\n</ul>\n", 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"}, "created": "2022-03-04T11:11:55-08:00", "created_utc": "2022-03-04T19:11:55+00:00", "updated": "2022-03-04T16:10:50-08:00", "updated_utc": "2022-03-05T00:10:50+00:00", "shot_hash": "5d119fc759211694df235623daa93943", "slug": "natural-earth-in-spatialite-and-datasette"}, {"path": "git_remove-commit-and-force-push.md", "topic": "git", "title": "Removing a git commit and force pushing to remove it from history", "url": "https://github.com/simonw/til/blob/main/git/remove-commit-and-force-push.md", "body": "I accidentally triggered a commit which added a big chunk of unwanted data to my repository. I didn't want this to stick around in the history forever, and no-one else was pulling from the repo, so I decided to use force push to remove the rogue commit entirely.\n\nI figured out the commit hash of the previous version that I wanted to restore and ran:\n\n    git reset --hard 1909f93\n\nThen I ran the force push like this:\n\n    git push --force origin main\n\nSee https://github.com/simonw/sf-tree-history/issues/1", "html": "<p>I accidentally triggered a commit which added a big chunk of unwanted data to my repository. I didn't want this to stick around in the history forever, and no-one else was pulling from the repo, so I decided to use force push to remove the rogue commit entirely.</p>\n<p>I figured out the commit hash of the previous version that I wanted to restore and ran:</p>\n<pre><code>git reset --hard 1909f93\n</code></pre>\n<p>Then I ran the force push like this:</p>\n<pre><code>git push --force origin main\n</code></pre>\n<p>See <a href=\"https://github.com/simonw/sf-tree-history/issues/1\">https://github.com/simonw/sf-tree-history/issues/1</a></p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-10-22T12:25:57-07:00", "created_utc": "2021-10-22T19:25:57+00:00", "updated": "2021-10-22T12:25:57-07:00", "updated_utc": "2021-10-22T19:25:57+00:00", "shot_hash": "0885470afde1e0e022cfd0757da982a4", "slug": "remove-commit-and-force-push"}, {"path": "git_rewrite-repo-specific-files.md", "topic": "git", "title": "Rewriting a repo to contain the history of just specific files", "url": "https://github.com/simonw/til/blob/main/git/rewrite-repo-specific-files.md", "body": "I wanted to start [a new git repository](https://github.com/simonw/graphql-scraper/tree/828a1efc4307cca6cd378c394c2d33eac2eceb52) containing just the history of two specific files from my [help-scraper repository](https://github.com/simonw/help-scraper).\n\nI started out planning to use `git filter-branch` for this, but got put off when [this StackOverflow thread](https://stackoverflow.com/questions/2982055/detach-many-subdirectories-into-a-new-separate-git-repository) started talking about the need to understand the differences between macOS `sed` and regular GNU `sed`.\n\nThat thread also pointed me to [git-filter-repo](https://github.com/newren/git-filter-repo), a really neat Python script that makes this *so much easier*.\n\n## Installing git-filter-repo\n\n`git-filter-repo` is written in Python but has zero dependencies on anything else - all you need to do is place the script somewhere on your path.\n\nI ran `echo $PATH` to check which directories were on my path - one of them is `.local/bin` - so I decided to put it there:\n\n    cd ~/.local/bin\n    wget https://raw.githubusercontent.com/newren/git-filter-repo/main/git-filter-repo\n    chmod 755 git-filter-repo\n\nIt didn't work until I ran `chmod 755` on it.\n\nNow I can run this:\n\n    % git filter-repo\n    No arguments specified.\n\nConfirming the new command is installed!\n\n## Rewriting my repository\n\nThe `--path` option can be used to preserve just the history of specified paths. I ran this:\n\n    cd /tmp\n    git clone https://github.com/simonw/help-scraper\n    cd help-scraper\n    git filter-repo --path flyctl/fly.graphql --path github/github.graphql\n\nThe command output was:\n\n    Parsed 132 commits\n    New history written in 0.33 seconds; now repacking/cleaning...\n    Repacking your repo and cleaning out old unneeded objects\n    HEAD is now at 828a1efc GitHub: Tue Mar 22 15:09:04 UTC 2022\n    Enumerating objects: 144, done.\n    Counting objects: 100% (144/144), done.\n    Delta compression using up to 12 threads\n    Compressing objects: 100% (69/69), done.\n    Writing objects: 100% (144/144), done.\n    Total 144 (delta 34), reused 55 (delta 34), pack-reused 0\n    Completely finished after 1.33 seconds.\n\nAnd sure enough, my repo now only contains those two files:\n```\n% find . | grep -v .git\n.\n./flyctl\n./flyctl/fly.graphql\n```\nAnd the commit history for those files:\n```\n% git log --stat --pretty=oneline | head -n 10\n828a1efc4307cca6cd378c394c2d33eac2eceb52 GitHub: Tue Mar 22 15:09:04 UTC 2022\n github/github.graphql | 27 +++++++++++++++++++++++++++\n 1 file changed, 27 insertions(+)\n44fc9ebb49a255ad1c90f7761ab2ab1267135ff9 GitHub: Fri Mar 18 15:08:38 UTC 2022\n github/github.graphql | 1 +\n 1 file changed, 1 insertion(+)\ndae52d5b94761145333867bc6641e8210409c3b7 GitHub: Thu Mar 17 16:58:45 UTC 2022\n github/github.graphql | 3 +++\n 1 file changed, 3 insertions(+)\n33e0691bc579bb1e26ea6d05556cf047f5c120da GitHub: Wed Mar 16 15:05:35 UTC 2022\nhelp-scraper % git log --stat --pretty=oneline | head -n 20\n828a1efc4307cca6cd378c394c2d33eac2eceb52 GitHub: Tue Mar 22 15:09:04 UTC 2022\n github/github.graphql | 27 +++++++++++++++++++++++++++\n 1 file changed, 27 insertions(+)\n44fc9ebb49a255ad1c90f7761ab2ab1267135ff9 GitHub: Fri Mar 18 15:08:38 UTC 2022\n github/github.graphql | 1 +\n 1 file changed, 1 insertion(+)\ndae52d5b94761145333867bc6641e8210409c3b7 GitHub: Thu Mar 17 16:58:45 UTC 2022\n github/github.graphql | 3 +++\n 1 file changed, 3 insertions(+)\n33e0691bc579bb1e26ea6d05556cf047f5c120da GitHub: Wed Mar 16 15:05:35 UTC 2022\n github/github.graphql | 54 ++++++++++++++++++++++++++++++++++++++++++++++++---\n 1 file changed, 51 insertions(+), 3 deletions(-)\n3dae87045436c3a8c6c84409f9e7ec5ae3bfae74 GitHub: Tue Mar 15 15:08:59 UTC 2022\n github/github.graphql | 18 ++++++++++++++++++\n 1 file changed, 18 insertions(+)\n74a3f34c254f789948ee0257981f5d30a094d19f Fly: Tue Mar 15 06:23:03 UTC 2022\n flyctl/fly.graphql | 16 ++++++++++++++++\n 1 file changed, 16 insertions(+)\n63c92c60285b08a898b874b9296b28935f0e7ea8 GitHub: Mon Mar 14 15:09:42 UTC 2022\n github/github.graphql | 5 ++++-\n```", "html": "<p>I wanted to start <a href=\"https://github.com/simonw/graphql-scraper/tree/828a1efc4307cca6cd378c394c2d33eac2eceb52\">a new git repository</a> containing just the history of two specific files from my <a href=\"https://github.com/simonw/help-scraper\">help-scraper repository</a>.</p>\n<p>I started out planning to use <code>git filter-branch</code> for this, but got put off when <a href=\"https://stackoverflow.com/questions/2982055/detach-many-subdirectories-into-a-new-separate-git-repository\" rel=\"nofollow\">this StackOverflow thread</a> started talking about the need to understand the differences between macOS <code>sed</code> and regular GNU <code>sed</code>.</p>\n<p>That thread also pointed me to <a href=\"https://github.com/newren/git-filter-repo\">git-filter-repo</a>, a really neat Python script that makes this <em>so much easier</em>.</p>\n<h2>\n<a id=\"user-content-installing-git-filter-repo\" class=\"anchor\" href=\"#installing-git-filter-repo\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Installing git-filter-repo</h2>\n<p><code>git-filter-repo</code> is written in Python but has zero dependencies on anything else - all you need to do is place the script somewhere on your path.</p>\n<p>I ran <code>echo $PATH</code> to check which directories were on my path - one of them is <code>.local/bin</code> - so I decided to put it there:</p>\n<pre><code>cd ~/.local/bin\nwget https://raw.githubusercontent.com/newren/git-filter-repo/main/git-filter-repo\nchmod 755 git-filter-repo\n</code></pre>\n<p>It didn't work until I ran <code>chmod 755</code> on it.</p>\n<p>Now I can run this:</p>\n<pre><code>% git filter-repo\nNo arguments specified.\n</code></pre>\n<p>Confirming the new command is installed!</p>\n<h2>\n<a id=\"user-content-rewriting-my-repository\" class=\"anchor\" href=\"#rewriting-my-repository\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Rewriting my repository</h2>\n<p>The <code>--path</code> option can be used to preserve just the history of specified paths. I ran this:</p>\n<pre><code>cd /tmp\ngit clone https://github.com/simonw/help-scraper\ncd help-scraper\ngit filter-repo --path flyctl/fly.graphql --path github/github.graphql\n</code></pre>\n<p>The command output was:</p>\n<pre><code>Parsed 132 commits\nNew history written in 0.33 seconds; now repacking/cleaning...\nRepacking your repo and cleaning out old unneeded objects\nHEAD is now at 828a1efc GitHub: Tue Mar 22 15:09:04 UTC 2022\nEnumerating objects: 144, done.\nCounting objects: 100% (144/144), done.\nDelta compression using up to 12 threads\nCompressing objects: 100% (69/69), done.\nWriting objects: 100% (144/144), done.\nTotal 144 (delta 34), reused 55 (delta 34), pack-reused 0\nCompletely finished after 1.33 seconds.\n</code></pre>\n<p>And sure enough, my repo now only contains those two files:</p>\n<pre><code>% find . | grep -v .git\n.\n./flyctl\n./flyctl/fly.graphql\n</code></pre>\n<p>And the commit history for those files:</p>\n<pre><code>% git log --stat --pretty=oneline | head -n 10\n828a1efc4307cca6cd378c394c2d33eac2eceb52 GitHub: Tue Mar 22 15:09:04 UTC 2022\n github/github.graphql | 27 +++++++++++++++++++++++++++\n 1 file changed, 27 insertions(+)\n44fc9ebb49a255ad1c90f7761ab2ab1267135ff9 GitHub: Fri Mar 18 15:08:38 UTC 2022\n github/github.graphql | 1 +\n 1 file changed, 1 insertion(+)\ndae52d5b94761145333867bc6641e8210409c3b7 GitHub: Thu Mar 17 16:58:45 UTC 2022\n github/github.graphql | 3 +++\n 1 file changed, 3 insertions(+)\n33e0691bc579bb1e26ea6d05556cf047f5c120da GitHub: Wed Mar 16 15:05:35 UTC 2022\nhelp-scraper % git log --stat --pretty=oneline | head -n 20\n828a1efc4307cca6cd378c394c2d33eac2eceb52 GitHub: Tue Mar 22 15:09:04 UTC 2022\n github/github.graphql | 27 +++++++++++++++++++++++++++\n 1 file changed, 27 insertions(+)\n44fc9ebb49a255ad1c90f7761ab2ab1267135ff9 GitHub: Fri Mar 18 15:08:38 UTC 2022\n github/github.graphql | 1 +\n 1 file changed, 1 insertion(+)\ndae52d5b94761145333867bc6641e8210409c3b7 GitHub: Thu Mar 17 16:58:45 UTC 2022\n github/github.graphql | 3 +++\n 1 file changed, 3 insertions(+)\n33e0691bc579bb1e26ea6d05556cf047f5c120da GitHub: Wed Mar 16 15:05:35 UTC 2022\n github/github.graphql | 54 ++++++++++++++++++++++++++++++++++++++++++++++++---\n 1 file changed, 51 insertions(+), 3 deletions(-)\n3dae87045436c3a8c6c84409f9e7ec5ae3bfae74 GitHub: Tue Mar 15 15:08:59 UTC 2022\n github/github.graphql | 18 ++++++++++++++++++\n 1 file changed, 18 insertions(+)\n74a3f34c254f789948ee0257981f5d30a094d19f Fly: Tue Mar 15 06:23:03 UTC 2022\n flyctl/fly.graphql | 16 ++++++++++++++++\n 1 file changed, 16 insertions(+)\n63c92c60285b08a898b874b9296b28935f0e7ea8 GitHub: Mon Mar 14 15:09:42 UTC 2022\n github/github.graphql | 5 ++++-\n</code></pre>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-03-22T16:11:45-07:00", "created_utc": "2022-03-22T23:11:45+00:00", "updated": "2022-03-22T16:21:51-07:00", "updated_utc": "2022-03-22T23:21:51+00:00", "shot_hash": "291f781770fee270d63e579044dee9c0", "slug": "rewrite-repo-specific-files"}, {"path": "github-actions_attach-generated-file-to-release.md", "topic": "github-actions", "title": "Attaching a generated file to a GitHub release using Actions", "url": "https://github.com/simonw/til/blob/main/github-actions/attach-generated-file-to-release.md", "body": "For [Datasette Desktop](https://github.com/simonw/datasette-app) I wanted to run an action which, when I created a release, would build an asset for that release and then upload and attach it.\n\nI triggered my action on the creation of a new release, like so:\n\n```yaml\non:\n  release:\n    types: [created]\n```\n\nAssuming previous steps that create a file called `app.zip` in the root of the checkout, here's the final action step which worked for me:\n\n```yaml\n      - name: Upload release attachment\n        uses: actions/github-script@v4\n        with:\n          script: |\n            const fs = require('fs');\n            const tag = context.ref.replace(\"refs/tags/\", \"\");\n            // Get release for this tag\n            const release = await github.repos.getReleaseByTag({\n              owner: context.repo.owner,\n              repo: context.repo.repo,\n              tag\n            });\n            // Upload the release asset\n            await github.repos.uploadReleaseAsset({\n              owner: context.repo.owner,\n              repo: context.repo.repo,\n              release_id: release.data.id,\n              name: \"app.zip\",\n              data: await fs.readFileSync(\"app.zip\")\n            });\n```\nIt uses [actions/github-script](https://github.com/actions/github-script) which provides a pre-configured [octokit/rest.js](https://octokit.github.io/rest.js/) client object.\n\nThe `uploadReleaseAsset()` method needs the `owner`, `repo`, `release_id`, `name` (filename) and the file data.\n\nThese are mostly available, with the exception of `release_id`. That can be derived for the current release based on the `context.ref` value - strip that down to just the tag, then use `getReleaseByTag()` to get a release object. `release.data.id` will then be the numeric release ID.\n\nMy full workflow is at https://github.com/simonw/datasette-app/blob/0.1.0/.github/workflows/release.yml", "html": "<p>For <a href=\"https://github.com/simonw/datasette-app\">Datasette Desktop</a> I wanted to run an action which, when I created a release, would build an asset for that release and then upload and attach it.</p>\n<p>I triggered my action on the creation of a new release, like so:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">on</span>:\n  <span class=\"pl-ent\">release</span>:\n    <span class=\"pl-ent\">types</span>: <span class=\"pl-s\">[created]</span></pre></div>\n<p>Assuming previous steps that create a file called <code>app.zip</code> in the root of the checkout, here's the final action step which worked for me:</p>\n<div class=\"highlight highlight-source-yaml\"><pre>      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Upload release attachment</span>\n        <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/github-script@v4</span>\n        <span class=\"pl-ent\">with</span>:\n          <span class=\"pl-ent\">script</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">            const fs = require('fs');</span>\n<span class=\"pl-s\">            const tag = context.ref.replace(\"refs/tags/\", \"\");</span>\n<span class=\"pl-s\">            // Get release for this tag</span>\n<span class=\"pl-s\">            const release = await github.repos.getReleaseByTag({</span>\n<span class=\"pl-s\">              owner: context.repo.owner,</span>\n<span class=\"pl-s\">              repo: context.repo.repo,</span>\n<span class=\"pl-s\">              tag</span>\n<span class=\"pl-s\">            });</span>\n<span class=\"pl-s\">            // Upload the release asset</span>\n<span class=\"pl-s\">            await github.repos.uploadReleaseAsset({</span>\n<span class=\"pl-s\">              owner: context.repo.owner,</span>\n<span class=\"pl-s\">              repo: context.repo.repo,</span>\n<span class=\"pl-s\">              release_id: release.data.id,</span>\n<span class=\"pl-s\">              name: \"app.zip\",</span>\n<span class=\"pl-s\">              data: await fs.readFileSync(\"app.zip\")</span>\n<span class=\"pl-s\">            });</span></pre></div>\n<p>It uses <a href=\"https://github.com/actions/github-script\">actions/github-script</a> which provides a pre-configured <a href=\"https://octokit.github.io/rest.js/\" rel=\"nofollow\">octokit/rest.js</a> client object.</p>\n<p>The <code>uploadReleaseAsset()</code> method needs the <code>owner</code>, <code>repo</code>, <code>release_id</code>, <code>name</code> (filename) and the file data.</p>\n<p>These are mostly available, with the exception of <code>release_id</code>. That can be derived for the current release based on the <code>context.ref</code> value - strip that down to just the tag, then use <code>getReleaseByTag()</code> to get a release object. <code>release.data.id</code> will then be the numeric release ID.</p>\n<p>My full workflow is at <a href=\"https://github.com/simonw/datasette-app/blob/0.1.0/.github/workflows/release.yml\">https://github.com/simonw/datasette-app/blob/0.1.0/.github/workflows/release.yml</a></p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-09-07T22:04:28-07:00", "created_utc": "2021-09-08T05:04:28+00:00", "updated": "2021-09-07T22:04:28-07:00", "updated_utc": "2021-09-08T05:04:28+00:00", "shot_hash": "d3d35e3e7c1982434b617edf7ebb8060", "slug": "attach-generated-file-to-release"}, {"path": "github-actions_commit-if-file-changed.md", "topic": "github-actions", "title": "Commit a file if it changed", "url": "https://github.com/simonw/til/blob/main/github-actions/commit-if-file-changed.md", "body": "This recipe runs a Python script to update a README, then commits it back to the parent repo but only if it has changed:\n\n```yaml\non:\n  push:\n    branches:\n    - master\n# ...\n    - name: Update README\n      run: python update_readme.py --rewrite\n    - name: Commit README back to the repo\n      run: |-\n        git config --global user.email \"readme-bot@example.com\"\n        git config --global user.name \"README-bot\"\n        git diff --quiet || (git add README.md && git commit -m \"Updated README\")\n        git push\n```\nMy first attempt threw an error if I tried o run `git commit -m ...` and the README had not changed.\n\nIt turns out `git diff --quiet` exits with a 1 exit code if anything has changed, so this recipe adds the file and commits it only if something differs:\n\n```bash\ngit diff --quiet || (git add README.md && git commit -m \"Updated README\")\n```\n\nMikeal Rogers has a [publish-to-github-action](https://github.com/mikeal/publish-to-github-action) which uses a [slightly different pattern](https://github.com/mikeal/publish-to-github-action/blob/000c8a4f43e2a7dd4aab81e3fdf8be36d4457ed8/entrypoint.sh#L21-L27):\n\n```bash\n# publish any new files\ngit checkout master\ngit add -A\ntimestamp=$(date -u)\ngit commit -m \"Automated publish: ${timestamp} ${GITHUB_SHA}\" || exit 0\ngit pull --rebase publisher master\ngit push publisher master\n```\n\nCleanest example yet: https://github.com/simonw/coronavirus-data-gov-archive/blob/master/.github/workflows/scheduled.yml\n\n```yaml\nname: Fetch latest data\n\non:\n  push:\n  repository_dispatch:\n  schedule:\n    - cron:  '25 * * * *'\n\njobs:\n  scheduled:\n    runs-on: ubuntu-latest\n    steps:\n    - name: Check out this repo\n      uses: actions/checkout@v2\n    - name: Fetch latest data\n      run: |-\n        curl https://c19downloads.azureedge.net/downloads/data/data_latest.json | jq . > data_latest.json\n        curl https://c19pub.azureedge.net/utlas.geojson | gunzip | jq . > utlas.geojson\n        curl https://c19pub.azureedge.net/countries.geojson | gunzip | jq . > countries.geojson\n        curl https://c19pub.azureedge.net/regions.geojson | gunzip | jq . > regions.geojson\n    - name: Commit and push if it changed\n      run: |-\n        git config user.name \"Automated\"\n        git config user.email \"actions@users.noreply.github.com\"\n        git add -A\n        timestamp=$(date -u)\n        git commit -m \"Latest data: ${timestamp}\" || exit 0\n        git push\n```", "html": "<p>This recipe runs a Python script to update a README, then commits it back to the parent repo but only if it has changed:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">on</span>:\n  <span class=\"pl-ent\">push</span>:\n    <span class=\"pl-ent\">branches</span>:\n    - <span class=\"pl-s\">master</span>\n<span class=\"pl-c\"><span class=\"pl-c\">#</span> ...</span>\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Update README</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">python update_readme.py --rewrite</span>\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Commit README back to the repo</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|-</span>\n<span class=\"pl-s\">        git config --global user.email \"readme-bot@example.com\"</span>\n<span class=\"pl-s\">        git config --global user.name \"README-bot\"</span>\n<span class=\"pl-s\">        git diff --quiet || (git add README.md &amp;&amp; git commit -m \"Updated README\")</span>\n<span class=\"pl-s\">        git push</span></pre></div>\n<p>My first attempt threw an error if I tried o run <code>git commit -m ...</code> and the README had not changed.</p>\n<p>It turns out <code>git diff --quiet</code> exits with a 1 exit code if anything has changed, so this recipe adds the file and commits it only if something differs:</p>\n<div class=\"highlight highlight-source-shell\"><pre>git diff --quiet <span class=\"pl-k\">||</span> (git add README.md <span class=\"pl-k\">&amp;&amp;</span> git commit -m <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Updated README<span class=\"pl-pds\">\"</span></span>)</pre></div>\n<p>Mikeal Rogers has a <a href=\"https://github.com/mikeal/publish-to-github-action\">publish-to-github-action</a> which uses a <a href=\"https://github.com/mikeal/publish-to-github-action/blob/000c8a4f43e2a7dd4aab81e3fdf8be36d4457ed8/entrypoint.sh#L21-L27\">slightly different pattern</a>:</p>\n<div class=\"highlight highlight-source-shell\"><pre><span class=\"pl-c\"><span class=\"pl-c\">#</span> publish any new files</span>\ngit checkout master\ngit add -A\ntimestamp=<span class=\"pl-s\"><span class=\"pl-pds\">$(</span>date -u<span class=\"pl-pds\">)</span></span>\ngit commit -m <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>Automated publish: <span class=\"pl-smi\">${timestamp}</span> <span class=\"pl-smi\">${GITHUB_SHA}</span><span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">||</span> <span class=\"pl-c1\">exit</span> 0\ngit pull --rebase publisher master\ngit push publisher master</pre></div>\n<p>Cleanest example yet: <a href=\"https://github.com/simonw/coronavirus-data-gov-archive/blob/master/.github/workflows/scheduled.yml\">https://github.com/simonw/coronavirus-data-gov-archive/blob/master/.github/workflows/scheduled.yml</a></p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Fetch latest data</span>\n\n<span class=\"pl-ent\">on</span>:\n  <span class=\"pl-ent\">push</span>:\n  <span class=\"pl-ent\">repository_dispatch</span>:\n  <span class=\"pl-ent\">schedule</span>:\n    - <span class=\"pl-ent\">cron</span>:  <span class=\"pl-s\"><span class=\"pl-pds\">'</span>25 * * * *<span class=\"pl-pds\">'</span></span>\n\n<span class=\"pl-ent\">jobs</span>:\n  <span class=\"pl-ent\">scheduled</span>:\n    <span class=\"pl-ent\">runs-on</span>: <span class=\"pl-s\">ubuntu-latest</span>\n    <span class=\"pl-ent\">steps</span>:\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Check out this repo</span>\n      <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/checkout@v2</span>\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Fetch latest data</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|-</span>\n<span class=\"pl-s\">        curl https://c19downloads.azureedge.net/downloads/data/data_latest.json | jq . &gt; data_latest.json</span>\n<span class=\"pl-s\">        curl https://c19pub.azureedge.net/utlas.geojson | gunzip | jq . &gt; utlas.geojson</span>\n<span class=\"pl-s\">        curl https://c19pub.azureedge.net/countries.geojson | gunzip | jq . &gt; countries.geojson</span>\n<span class=\"pl-s\">        curl https://c19pub.azureedge.net/regions.geojson | gunzip | jq . &gt; regions.geojson</span>\n<span class=\"pl-s\"></span>    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Commit and push if it changed</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|-</span>\n<span class=\"pl-s\">        git config user.name \"Automated\"</span>\n<span class=\"pl-s\">        git config user.email \"actions@users.noreply.github.com\"</span>\n<span class=\"pl-s\">        git add -A</span>\n<span class=\"pl-s\">        timestamp=$(date -u)</span>\n<span class=\"pl-s\">        git commit -m \"Latest data: ${timestamp}\" || exit 0</span>\n<span class=\"pl-s\">        git push</span></pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-04-19T10:27:46-07:00", "created_utc": "2020-04-19T17:27:46+00:00", "updated": "2020-04-28T12:33:00-07:00", "updated_utc": "2020-04-28T19:33:00+00:00", "shot_hash": "3b4a2012993962434fc8f5853cf5396b", "slug": "commit-if-file-changed"}, {"path": "github-actions_conditionally-run-a-second-job.md", "topic": "github-actions", "title": "Conditionally running a second job in a GitHub Actions workflow", "url": "https://github.com/simonw/til/blob/main/github-actions/conditionally-run-a-second-job.md", "body": "My [simonwillisonblog-backup workflow](https://github.com/simonw/simonwillisonblog-backup/blob/main/.github/workflows/backup.yml) periodically creates a JSON backup of my  blog's PostgreSQL database, using [db-to-sqlite](https://datasette.io/tools/db-to-sqlite) and [sqlite-diffable](https://datasette.io/tools/sqlite-diffable). It then commits any changes back to the repo using this pattern:\n\n```yaml\n    - name: Commit any changes\n      run: |-\n        git config user.name \"Automated\"\n        git config user.email \"actions@users.noreply.github.com\"\n        git add simonwillisonblog\n        timestamp=$(date -u)\n        git commit -m \"Latest data: ${timestamp}\" || exit 0\n        git push\n```\n\nI decided to upgrade it to also build and deploy a SQLite database of the content to [datasette.simonwillison.net](https://datasette.simonwillison.net/) - but only if a change had been detected.\n\nI figured out the following pattern for doing that.\n\nFirst, I added a line to the above block that set a `change_detected` [output variable](https://docs.github.com/en/actions/using-jobs/defining-outputs-for-jobs) for that step if it made it past the `|| exit 0`. I also added an `id` to the step so I could reference it later on:\n\n```yaml\n    - name: Commit any changes\n      id: commit_and_push\n      run: |-\n        git config user.name \"Automated\"\n        git config user.email \"actions@users.noreply.github.com\"\n        git add simonwillisonblog\n        timestamp=$(date -u)\n        git commit -m \"Latest data: ${timestamp}\" || exit 0\n        git push\n        echo \"::set-output name=change_detected::1\"\n```\nThis next piece took me a while to figure out: I also had to declare that output variable at the top of the initial job, copying the result of the named step:\n```yaml\njobs:\n  backup:\n    runs-on: ubuntu-latest\n    outputs:\n      change_detected: ${{ steps.commit_and_push.outputs.change_detected }}\n```\nWithout this, the output is not visible to the second job.\n\nMy second job started like this:\n```yaml\n  build_and_deploy:\n    runs-on: ubuntu-latest\n    needs: backup\n    if: ${{ inputs.force_deploy || needs.backup.outputs.change_detected }}\n    steps:\n```\nThis second job is called `build_and_deploy` and specify that it `needs: backup` - so it should run directly after that backup job completes.\n\nThat new job has an `if:` expression which looks at `needs.backup.outputs.change_detected` to read the variable that was set by my `echo \"::set-output` line.\n\nI'm also checking `inputs.force_deploy` here. That's a separate mechanism, which allows me to trigger the workflow with manually and specify that a deploy should happen even if no changes were detected - useful for when I alter the code that configures the deployed Datasette instance.\n\nThe `force_deploy` variable comes from this section at the start of the YAML:\n\n```yaml\non:\n  push:\n    branches:\n      - main\n  workflow_dispatch:\n    inputs:\n      force_deploy:\n        description: 'Deploy even if no changes detected'\n        required: false \n        type: boolean\n```\n\nThis configuration adds the following UI which I can use to manually trigger the workflow:\n\n![Screenshot of the UI showing the force_deploy checkbox](https://user-images.githubusercontent.com/9599/178353732-77e58ddd-c78c-4032-aeea-cb388bac8ec6.jpg)", "html": "<p>My <a href=\"https://github.com/simonw/simonwillisonblog-backup/blob/main/.github/workflows/backup.yml\">simonwillisonblog-backup workflow</a> periodically creates a JSON backup of my  blog's PostgreSQL database, using <a href=\"https://datasette.io/tools/db-to-sqlite\" rel=\"nofollow\">db-to-sqlite</a> and <a href=\"https://datasette.io/tools/sqlite-diffable\" rel=\"nofollow\">sqlite-diffable</a>. It then commits any changes back to the repo using this pattern:</p>\n<div class=\"highlight highlight-source-yaml\"><pre>    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Commit any changes</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|-</span>\n<span class=\"pl-s\">        git config user.name \"Automated\"</span>\n<span class=\"pl-s\">        git config user.email \"actions@users.noreply.github.com\"</span>\n<span class=\"pl-s\">        git add simonwillisonblog</span>\n<span class=\"pl-s\">        timestamp=$(date -u)</span>\n<span class=\"pl-s\">        git commit -m \"Latest data: ${timestamp}\" || exit 0</span>\n<span class=\"pl-s\">        git push</span></pre></div>\n<p>I decided to upgrade it to also build and deploy a SQLite database of the content to <a href=\"https://datasette.simonwillison.net/\" rel=\"nofollow\">datasette.simonwillison.net</a> - but only if a change had been detected.</p>\n<p>I figured out the following pattern for doing that.</p>\n<p>First, I added a line to the above block that set a <code>change_detected</code> <a href=\"https://docs.github.com/en/actions/using-jobs/defining-outputs-for-jobs\">output variable</a> for that step if it made it past the <code>|| exit 0</code>. I also added an <code>id</code> to the step so I could reference it later on:</p>\n<div class=\"highlight highlight-source-yaml\"><pre>    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Commit any changes</span>\n      <span class=\"pl-ent\">id</span>: <span class=\"pl-s\">commit_and_push</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|-</span>\n<span class=\"pl-s\">        git config user.name \"Automated\"</span>\n<span class=\"pl-s\">        git config user.email \"actions@users.noreply.github.com\"</span>\n<span class=\"pl-s\">        git add simonwillisonblog</span>\n<span class=\"pl-s\">        timestamp=$(date -u)</span>\n<span class=\"pl-s\">        git commit -m \"Latest data: ${timestamp}\" || exit 0</span>\n<span class=\"pl-s\">        git push</span>\n<span class=\"pl-s\">        echo \"::set-output name=change_detected::1\"</span></pre></div>\n<p>This next piece took me a while to figure out: I also had to declare that output variable at the top of the initial job, copying the result of the named step:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">jobs</span>:\n  <span class=\"pl-ent\">backup</span>:\n    <span class=\"pl-ent\">runs-on</span>: <span class=\"pl-s\">ubuntu-latest</span>\n    <span class=\"pl-ent\">outputs</span>:\n      <span class=\"pl-ent\">change_detected</span>: <span class=\"pl-s\">${{ steps.commit_and_push.outputs.change_detected }}</span></pre></div>\n<p>Without this, the output is not visible to the second job.</p>\n<p>My second job started like this:</p>\n<div class=\"highlight highlight-source-yaml\"><pre>  <span class=\"pl-ent\">build_and_deploy</span>:\n    <span class=\"pl-ent\">runs-on</span>: <span class=\"pl-s\">ubuntu-latest</span>\n    <span class=\"pl-ent\">needs</span>: <span class=\"pl-s\">backup</span>\n    <span class=\"pl-ent\">if</span>: <span class=\"pl-s\">${{ inputs.force_deploy || needs.backup.outputs.change_detected }}</span>\n    <span class=\"pl-ent\">steps</span>:</pre></div>\n<p>This second job is called <code>build_and_deploy</code> and specify that it <code>needs: backup</code> - so it should run directly after that backup job completes.</p>\n<p>That new job has an <code>if:</code> expression which looks at <code>needs.backup.outputs.change_detected</code> to read the variable that was set by my <code>echo \"::set-output</code> line.</p>\n<p>I'm also checking <code>inputs.force_deploy</code> here. That's a separate mechanism, which allows me to trigger the workflow with manually and specify that a deploy should happen even if no changes were detected - useful for when I alter the code that configures the deployed Datasette instance.</p>\n<p>The <code>force_deploy</code> variable comes from this section at the start of the YAML:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">on</span>:\n  <span class=\"pl-ent\">push</span>:\n    <span class=\"pl-ent\">branches</span>:\n      - <span class=\"pl-s\">main</span>\n  <span class=\"pl-ent\">workflow_dispatch</span>:\n    <span class=\"pl-ent\">inputs</span>:\n      <span class=\"pl-ent\">force_deploy</span>:\n        <span class=\"pl-ent\">description</span>: <span class=\"pl-s\"><span class=\"pl-pds\">'</span>Deploy even if no changes detected<span class=\"pl-pds\">'</span></span>\n        <span class=\"pl-ent\">required</span>: <span class=\"pl-c1\">false</span> \n        <span class=\"pl-ent\">type</span>: <span class=\"pl-s\">boolean</span></pre></div>\n<p>This configuration adds the following UI which I can use to manually trigger the workflow:</p>\n<p><a href=\"https://user-images.githubusercontent.com/9599/178353732-77e58ddd-c78c-4032-aeea-cb388bac8ec6.jpg\" target=\"_blank\" rel=\"nofollow\"><img src=\"https://user-images.githubusercontent.com/9599/178353732-77e58ddd-c78c-4032-aeea-cb388bac8ec6.jpg\" alt=\"Screenshot of the UI showing the force_deploy checkbox\" style=\"max-width:100%;\"></a></p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-07-11T13:39:01-07:00", "created_utc": "2022-07-11T20:39:01+00:00", "updated": "2022-07-11T17:05:01-07:00", "updated_utc": "2022-07-12T00:05:01+00:00", "shot_hash": "2c87c48078adb1b230e8e2e14af183e9", "slug": "conditionally-run-a-second-job"}, {"path": "github-actions_continue-on-error.md", "topic": "github-actions", "title": "Skipping a GitHub Actions step without failing", "url": "https://github.com/simonw/til/blob/main/github-actions/continue-on-error.md", "body": "I wanted to have a GitHub Action step run that might fail, but if it failed the rest of the steps should still execute and the overall run should be treated as a success.\n\n`continue-on-error: true` does exactly that:\n\n```yaml\n    - name: Download previous database\n      run: curl --fail -o tils.db https://til.simonwillison.net/tils.db\n      continue-on-error: true\n    - name: Build database\n      run: python build_database.py\n```\n\n[From this workflow](https://github.com/simonw/til/blob/7d799a24921f66e585b8a6b8756b7f8040c899df/.github/workflows/build.yml#L32-L36)\n\nI'm using `curl --fail` here which returns an error code if the file download files (without `--fail` it was writing out a two line error message to a file called `tils.db` which is not what I wanted). Then `continue-on-error: true` to keep on going even if the download failed.\n\nMy `build_database.py` script updates the `tils.db` database file if it exists and creates it from scratch if it doesn't.", "html": "<p>I wanted to have a GitHub Action step run that might fail, but if it failed the rest of the steps should still execute and the overall run should be treated as a success.</p>\n<p><code>continue-on-error: true</code> does exactly that:</p>\n<div class=\"highlight highlight-source-yaml\"><pre>    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Download previous database</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">curl --fail -o tils.db https://til.simonwillison.net/tils.db</span>\n      <span class=\"pl-ent\">continue-on-error</span>: <span class=\"pl-c1\">true</span>\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Build database</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">python build_database.py</span></pre></div>\n<p><a href=\"https://github.com/simonw/til/blob/7d799a24921f66e585b8a6b8756b7f8040c899df/.github/workflows/build.yml#L32-L36\">From this workflow</a></p>\n<p>I'm using <code>curl --fail</code> here which returns an error code if the file download files (without <code>--fail</code> it was writing out a two line error message to a file called <code>tils.db</code> which is not what I wanted). Then <code>continue-on-error: true</code> to keep on going even if the download failed.</p>\n<p>My <code>build_database.py</code> script updates the <code>tils.db</code> database file if it exists and creates it from scratch if it doesn't.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-08-22T20:23:51-07:00", "created_utc": "2020-08-23T03:23:51+00:00", "updated": "2020-11-25T11:44:35-08:00", "updated_utc": "2020-11-25T19:44:35+00:00", "shot_hash": "30e610ad7045f1fa181666356c86d4a1", "slug": "continue-on-error"}, {"path": "github-actions_debug-tmate.md", "topic": "github-actions", "title": "Open a debugging shell in GitHub Actions with tmate", "url": "https://github.com/simonw/til/blob/main/github-actions/debug-tmate.md", "body": "> :warning: **17 Feb 2022: There have been reports of running tmate causing account suspensions**. See [this issue](https://github.com/mxschmitt/action-tmate/issues/104) for details. Continue with caution.\n\nThanks to [this Twitter conversation](https://twitter.com/harrymarr/status/1304820879268950021) I found out about [mxschmitt/action-tmate](https://github.com/mxschmitt/action-tmate), which uses https://tmate.io/ to open an interactive shell session running inside the GitHub Actions environment.\n\nI created a `.github/workflows/tmate.yml` file in my repo containing the following:\n\n```yaml\nname: tmate session\n\non:\n  workflow_dispatch:\n\njobs:\n  build:\n    runs-on: ubuntu-latest\n    steps:\n    - uses: actions/checkout@v2\n    - name: Setup tmate session\n      uses: mxschmitt/action-tmate@v3\n```\nClicking the \"Run workflow\" button in the GitHub Actions interface then gave me the following in the GitHub Actions log output:\n```\nWebURL: https://tmate.io/t/JA69KaB2avRPRZSkRb8JPa9Gd\n\nSSH: ssh JA69KaB2avRPRZSkRb8JPa9Gd@nyc1.tmate.io\n```\nI ran `ssh JA69KaB2avRPRZSkRb8JPa9Gd@nyc1.tmate.io` and got a direction connection to the Action, with my project files all available thanks to the `- uses: actions/checkout@v2` step.\n\nOnce I'd finish testing things out in that environment, I typed `touch continue` and the session ended itself.\n\n## Starting a shell just for test failures on manual runs\n\nI had a tricky test failure that I wanted to debug interactively. Here's a recipe for starting a tmate shell ONLY if the previous step failed, and only if the run was triggered manually (using `workflow_dispatch`) - because I don't want an accidental test opening up a shell and burning up my GitHub Actions minutes allowance.\n\n```yaml\n    steps:\n    - name: Run tests\n      run: pytest\n    - name: tmate session if tests fail\n      if: failure() && github.event_name == 'workflow_dispatch'\n      uses: mxschmitt/action-tmate@v3\n```", "html": "<blockquote>\n<p><g-emoji class=\"g-emoji\" alias=\"warning\" fallback-src=\"https://github.githubassets.com/images/icons/emoji/unicode/26a0.png\">\u26a0\ufe0f</g-emoji> <strong>17 Feb 2022: There have been reports of running tmate causing account suspensions</strong>. See <a href=\"https://github.com/mxschmitt/action-tmate/issues/104\">this issue</a> for details. Continue with caution.</p>\n</blockquote>\n<p>Thanks to <a href=\"https://twitter.com/harrymarr/status/1304820879268950021\" rel=\"nofollow\">this Twitter conversation</a> I found out about <a href=\"https://github.com/mxschmitt/action-tmate\">mxschmitt/action-tmate</a>, which uses <a href=\"https://tmate.io/\" rel=\"nofollow\">https://tmate.io/</a> to open an interactive shell session running inside the GitHub Actions environment.</p>\n<p>I created a <code>.github/workflows/tmate.yml</code> file in my repo containing the following:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">name</span>: <span class=\"pl-s\">tmate session</span>\n\n<span class=\"pl-ent\">on</span>:\n  <span class=\"pl-ent\">workflow_dispatch</span>:\n\n<span class=\"pl-ent\">jobs</span>:\n  <span class=\"pl-ent\">build</span>:\n    <span class=\"pl-ent\">runs-on</span>: <span class=\"pl-s\">ubuntu-latest</span>\n    <span class=\"pl-ent\">steps</span>:\n    - <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/checkout@v2</span>\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Setup tmate session</span>\n      <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">mxschmitt/action-tmate@v3</span></pre></div>\n<p>Clicking the \"Run workflow\" button in the GitHub Actions interface then gave me the following in the GitHub Actions log output:</p>\n<pre><code>WebURL: https://tmate.io/t/JA69KaB2avRPRZSkRb8JPa9Gd\n\nSSH: ssh JA69KaB2avRPRZSkRb8JPa9Gd@nyc1.tmate.io\n</code></pre>\n<p>I ran <code>ssh JA69KaB2avRPRZSkRb8JPa9Gd@nyc1.tmate.io</code> and got a direction connection to the Action, with my project files all available thanks to the <code>- uses: actions/checkout@v2</code> step.</p>\n<p>Once I'd finish testing things out in that environment, I typed <code>touch continue</code> and the session ended itself.</p>\n<h2>\n<a id=\"user-content-starting-a-shell-just-for-test-failures-on-manual-runs\" class=\"anchor\" href=\"#starting-a-shell-just-for-test-failures-on-manual-runs\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Starting a shell just for test failures on manual runs</h2>\n<p>I had a tricky test failure that I wanted to debug interactively. Here's a recipe for starting a tmate shell ONLY if the previous step failed, and only if the run was triggered manually (using <code>workflow_dispatch</code>) - because I don't want an accidental test opening up a shell and burning up my GitHub Actions minutes allowance.</p>\n<div class=\"highlight highlight-source-yaml\"><pre>    <span class=\"pl-ent\">steps</span>:\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Run tests</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">pytest</span>\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">tmate session if tests fail</span>\n      <span class=\"pl-ent\">if</span>: <span class=\"pl-s\">failure() &amp;&amp; github.event_name == 'workflow_dispatch'</span>\n      <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">mxschmitt/action-tmate@v3</span></pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-09-14T15:25:36-07:00", "created_utc": "2020-09-14T22:25:36+00:00", "updated": "2022-02-17T15:30:51-08:00", "updated_utc": "2022-02-17T23:30:51+00:00", "shot_hash": "64a5eae4fd60080f0d219ecc7b9ccd05", "slug": "debug-tmate"}, {"path": "github-actions_deploy-live-demo-when-tests-pass.md", "topic": "github-actions", "title": "Deploying a live Datasette demo when the tests pass", "url": "https://github.com/simonw/til/blob/main/github-actions/deploy-live-demo-when-tests-pass.md", "body": "I've implemented this pattern a bunch of times now - here's the version I've settled on for my [datasette-auth0 plugin](https://github.com/simonw/datasette-auth0) repository.\n\nFor publishing to Cloud Run, it needs two GitHub Actions secrets to be configured: `GCP_SA_EMAIL` and `GCP_SA_KEY`.\n\nSee below for publishing to Vercel.\n\nIn `.github/workflows/test.yml`:\n\n```yaml\nname: Test\n\non: [push]\n\njobs:\n  test:\n    runs-on: ubuntu-latest\n    strategy:\n      matrix:\n        python-version: [\"3.7\", \"3.8\", \"3.9\", \"3.10\"]\n    steps:\n    - uses: actions/checkout@v2\n    - name: Set up Python ${{ matrix.python-version }}\n      uses: actions/setup-python@v2\n      with:\n        python-version: ${{ matrix.python-version }}\n    - uses: actions/cache@v2\n      name: Configure pip caching\n      with:\n        path: ~/.cache/pip\n        key: ${{ runner.os }}-pip-${{ hashFiles('**/setup.py') }}\n        restore-keys: |\n          ${{ runner.os }}-pip-\n    - name: Install dependencies\n      run: |\n        pip install -e '.[test]'\n    - name: Run tests\n      run: |\n        pytest\n  deploy_demo:\n    runs-on: ubuntu-latest\n    needs: [test]\n    if: github.ref == 'refs/heads/main'\n    steps:\n    - uses: actions/checkout@v2\n    - name: Set up Python 3.10\n      uses: actions/setup-python@v2\n      with:\n        python-version: \"3.10\"\n        cache: pip\n        cache-dependency-path: \"**/setup.py\"\n    - name: Install datasette\n      run: pip install datasette\n    - name: Set up Cloud Run\n      uses: google-github-actions/setup-gcloud@v0\n      with:\n        version: '275.0.0'\n        service_account_email: ${{ secrets.GCP_SA_EMAIL }}\n        service_account_key: ${{ secrets.GCP_SA_KEY }}\n    - name: Deploy demo to Cloud Run\n      env:\n        CLIENT_SECRET: ${{ secrets.AUTH0_CLIENT_SECRET }}\n      run: |-\n        gcloud config set run/region us-central1\n        gcloud config set project datasette-222320\n        wget https://latest.datasette.io/fixtures.db\n        datasette publish cloudrun fixtures.db \\\n        --install https://github.com/simonw/datasette-auth0/archive/$GITHUB_SHA.zip \\\n        --plugin-secret datasette-auth0 domain \"datasette.us.auth0.com\" \\\n        --plugin-secret datasette-auth0 client_id \"n9eaHS0ckIsujoyZNZ1wVgcPevjAcAXn\" \\\n        --plugin-secret datasette-auth0 client_secret \"$CLIENT_SECRET\" \\\n        --about \"datasette-auth0\" \\\n        --about_url \"https://datasette.io/plugins/datasette-auth0\" \\\n        --service datasette-auth0-demo\n```\nThe first job called `test` runs the Python tests in the repo. The second `deploy_demo` block is where things get interesting.\n\n```yaml\n  deploy_demo:\n    runs-on: ubuntu-latest\n    needs: [test]\n    if: github.ref == 'refs/heads/main'\n```\nThe `needs: [test]` bit ensures this only runs if the tests pass first.\n\n`if: github.ref == 'refs/heads/main'` causes the deploy to only run on pushes to the `main` branch.\n\nThe most interesting bit of the deploy command is this bit:\n```\ndatasette publish cloudrun fixtures.db \\\n--install https://github.com/simonw/datasette-auth0/archive/$GITHUB_SHA.zip \\\n...\n```\n`$GITHUB_SHA` is the commit hash that triggered the wokrflow. The `--install` line there constructs a URL to the zip archive of that version from the GitHub repository - so that exact version will be treated as a plugin and installed as part of deploying the Datasette demo instance.\n\n## Deploying to Vercel\n\n[This example](https://github.com/simonw/datasette-hashed-urls/blob/659614c23cbc544915079c44b09b09b090400ff8/.github/workflows/test.yml) deploys to Vercel instead. The key difference is this:\n\n```yaml\n    - name: Install datasette\n      run: pip install datasette datasette-publish-vercel\n    - name: Deploy demo to Vercel\n      env:\n        VERCEL_TOKEN: ${{ secrets.VERCEL_TOKEN }}\n      run: |-\n        wget https://latest.datasette.io/fixtures.db\n        datasette publish vercel fixtures.db \\\n          --project datasette-hashed-urls \\\n          --install https://github.com/simonw/datasette-hashed-urls/archive/$GITHUB_SHA.zip \\\n          --token $VERCEL_TOKEN \\\n          --scope datasette\n```\nThe `--token $VERCEL_TOKEN` passes a token created in the Vercel dashboard. I needed `--scope datasette` here because I was deploying to a Vercel team of that name - if deploying to your personal account you can leave this off.", "html": "<p>I've implemented this pattern a bunch of times now - here's the version I've settled on for my <a href=\"https://github.com/simonw/datasette-auth0\">datasette-auth0 plugin</a> repository.</p>\n<p>For publishing to Cloud Run, it needs two GitHub Actions secrets to be configured: <code>GCP_SA_EMAIL</code> and <code>GCP_SA_KEY</code>.</p>\n<p>See below for publishing to Vercel.</p>\n<p>In <code>.github/workflows/test.yml</code>:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Test</span>\n\n<span class=\"pl-ent\">on</span>: <span class=\"pl-s\">[push]</span>\n\n<span class=\"pl-ent\">jobs</span>:\n  <span class=\"pl-ent\">test</span>:\n    <span class=\"pl-ent\">runs-on</span>: <span class=\"pl-s\">ubuntu-latest</span>\n    <span class=\"pl-ent\">strategy</span>:\n      <span class=\"pl-ent\">matrix</span>:\n        <span class=\"pl-ent\">python-version</span>: <span class=\"pl-s\">[\"3.7\", \"3.8\", \"3.9\", \"3.10\"]</span>\n    <span class=\"pl-ent\">steps</span>:\n    - <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/checkout@v2</span>\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Set up Python ${{ matrix.python-version }}</span>\n      <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/setup-python@v2</span>\n      <span class=\"pl-ent\">with</span>:\n        <span class=\"pl-ent\">python-version</span>: <span class=\"pl-s\">${{ matrix.python-version }}</span>\n    - <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/cache@v2</span>\n      <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Configure pip caching</span>\n      <span class=\"pl-ent\">with</span>:\n        <span class=\"pl-ent\">path</span>: <span class=\"pl-s\">~/.cache/pip</span>\n        <span class=\"pl-ent\">key</span>: <span class=\"pl-s\">${{ runner.os }}-pip-${{ hashFiles('**/setup.py') }}</span>\n        <span class=\"pl-ent\">restore-keys</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">          ${{ runner.os }}-pip-</span>\n<span class=\"pl-s\"></span>    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Install dependencies</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">        pip install -e '.[test]'</span>\n<span class=\"pl-s\"></span>    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Run tests</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">        pytest</span>\n<span class=\"pl-s\"></span>  <span class=\"pl-ent\">deploy_demo</span>:\n    <span class=\"pl-ent\">runs-on</span>: <span class=\"pl-s\">ubuntu-latest</span>\n    <span class=\"pl-ent\">needs</span>: <span class=\"pl-s\">[test]</span>\n    <span class=\"pl-ent\">if</span>: <span class=\"pl-s\">github.ref == 'refs/heads/main'</span>\n    <span class=\"pl-ent\">steps</span>:\n    - <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/checkout@v2</span>\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Set up Python 3.10</span>\n      <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/setup-python@v2</span>\n      <span class=\"pl-ent\">with</span>:\n        <span class=\"pl-ent\">python-version</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>3.10<span class=\"pl-pds\">\"</span></span>\n        <span class=\"pl-ent\">cache</span>: <span class=\"pl-s\">pip</span>\n        <span class=\"pl-ent\">cache-dependency-path</span>: <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>**/setup.py<span class=\"pl-pds\">\"</span></span>\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Install datasette</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">pip install datasette</span>\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Set up Cloud Run</span>\n      <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">google-github-actions/setup-gcloud@v0</span>\n      <span class=\"pl-ent\">with</span>:\n        <span class=\"pl-ent\">version</span>: <span class=\"pl-s\"><span class=\"pl-pds\">'</span>275.0.0<span class=\"pl-pds\">'</span></span>\n        <span class=\"pl-ent\">service_account_email</span>: <span class=\"pl-s\">${{ secrets.GCP_SA_EMAIL }}</span>\n        <span class=\"pl-ent\">service_account_key</span>: <span class=\"pl-s\">${{ secrets.GCP_SA_KEY }}</span>\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Deploy demo to Cloud Run</span>\n      <span class=\"pl-ent\">env</span>:\n        <span class=\"pl-ent\">CLIENT_SECRET</span>: <span class=\"pl-s\">${{ secrets.AUTH0_CLIENT_SECRET }}</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|-</span>\n<span class=\"pl-s\">        gcloud config set run/region us-central1</span>\n<span class=\"pl-s\">        gcloud config set project datasette-222320</span>\n<span class=\"pl-s\">        wget https://latest.datasette.io/fixtures.db</span>\n<span class=\"pl-s\">        datasette publish cloudrun fixtures.db \\</span>\n<span class=\"pl-s\">        --install https://github.com/simonw/datasette-auth0/archive/$GITHUB_SHA.zip \\</span>\n<span class=\"pl-s\">        --plugin-secret datasette-auth0 domain \"datasette.us.auth0.com\" \\</span>\n<span class=\"pl-s\">        --plugin-secret datasette-auth0 client_id \"n9eaHS0ckIsujoyZNZ1wVgcPevjAcAXn\" \\</span>\n<span class=\"pl-s\">        --plugin-secret datasette-auth0 client_secret \"$CLIENT_SECRET\" \\</span>\n<span class=\"pl-s\">        --about \"datasette-auth0\" \\</span>\n<span class=\"pl-s\">        --about_url \"https://datasette.io/plugins/datasette-auth0\" \\</span>\n<span class=\"pl-s\">        --service datasette-auth0-demo</span></pre></div>\n<p>The first job called <code>test</code> runs the Python tests in the repo. The second <code>deploy_demo</code> block is where things get interesting.</p>\n<div class=\"highlight highlight-source-yaml\"><pre>  <span class=\"pl-ent\">deploy_demo</span>:\n    <span class=\"pl-ent\">runs-on</span>: <span class=\"pl-s\">ubuntu-latest</span>\n    <span class=\"pl-ent\">needs</span>: <span class=\"pl-s\">[test]</span>\n    <span class=\"pl-ent\">if</span>: <span class=\"pl-s\">github.ref == 'refs/heads/main'</span></pre></div>\n<p>The <code>needs: [test]</code> bit ensures this only runs if the tests pass first.</p>\n<p><code>if: github.ref == 'refs/heads/main'</code> causes the deploy to only run on pushes to the <code>main</code> branch.</p>\n<p>The most interesting bit of the deploy command is this bit:</p>\n<pre><code>datasette publish cloudrun fixtures.db \\\n--install https://github.com/simonw/datasette-auth0/archive/$GITHUB_SHA.zip \\\n...\n</code></pre>\n<p><code>$GITHUB_SHA</code> is the commit hash that triggered the wokrflow. The <code>--install</code> line there constructs a URL to the zip archive of that version from the GitHub repository - so that exact version will be treated as a plugin and installed as part of deploying the Datasette demo instance.</p>\n<h2>\n<a id=\"user-content-deploying-to-vercel\" class=\"anchor\" href=\"#deploying-to-vercel\" aria-hidden=\"true\"><span aria-hidden=\"true\" class=\"octicon octicon-link\"></span></a>Deploying to Vercel</h2>\n<p><a href=\"https://github.com/simonw/datasette-hashed-urls/blob/659614c23cbc544915079c44b09b09b090400ff8/.github/workflows/test.yml\">This example</a> deploys to Vercel instead. The key difference is this:</p>\n<div class=\"highlight highlight-source-yaml\"><pre>    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Install datasette</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">pip install datasette datasette-publish-vercel</span>\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Deploy demo to Vercel</span>\n      <span class=\"pl-ent\">env</span>:\n        <span class=\"pl-ent\">VERCEL_TOKEN</span>: <span class=\"pl-s\">${{ secrets.VERCEL_TOKEN }}</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|-</span>\n<span class=\"pl-s\">        wget https://latest.datasette.io/fixtures.db</span>\n<span class=\"pl-s\">        datasette publish vercel fixtures.db \\</span>\n<span class=\"pl-s\">          --project datasette-hashed-urls \\</span>\n<span class=\"pl-s\">          --install https://github.com/simonw/datasette-hashed-urls/archive/$GITHUB_SHA.zip \\</span>\n<span class=\"pl-s\">          --token $VERCEL_TOKEN \\</span>\n<span class=\"pl-s\">          --scope datasette</span></pre></div>\n<p>The <code>--token $VERCEL_TOKEN</code> passes a token created in the Vercel dashboard. I needed <code>--scope datasette</code> here because I was deploying to a Vercel team of that name - if deploying to your personal account you can leave this off.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-03-27T20:16:50-07:00", "created_utc": "2022-03-28T03:16:50+00:00", "updated": "2022-03-27T20:16:50-07:00", "updated_utc": "2022-03-28T03:16:50+00:00", "shot_hash": "7512db1a0c8703bd517605a7eda793a8", "slug": "deploy-live-demo-when-tests-pass"}, {"path": "github-actions_different-postgresql-versions.md", "topic": "github-actions", "title": "Installing different PostgreSQL server versions in GitHub Actions", "url": "https://github.com/simonw/til/blob/main/github-actions/different-postgresql-versions.md", "body": "The GitHub Actions `ubuntu-latest` default runner currently includes an installation of PostgreSQL 13. The server is not running by default but you can interact with it like this:\n```\n$ /usr/lib/postgresql/13/bin/postgres --version\npostgres (PostgreSQL) 13.3 (Ubuntu 13.3-1.pgdg20.04+1)\n```\nYou can install alternative PostgreSQL versions by following the [PostgreSQL Ubuntu instructions](https://www.postgresql.org/download/linux/ubuntu/) - like this:\n```\nsudo sh -c 'echo \"deb http://apt.postgresql.org/pub/repos/apt $(lsb_release -cs)-pgdg main\" > /etc/apt/sources.list.d/pgdg.list'\nwget --quiet -O - https://www.postgresql.org/media/keys/ACCC4CF8.asc | sudo apt-key add -\nsudo apt-get update\nsudo apt-get -y install postgresql-12\n```\nThis works with `postgresql-10` and `postgresql-11` as well as `postgresql-12`.\n\nI wanted to use a GitHub Actions matrix to run my tests against all four versions of PostgreSQL. Here's [my complete workflow](https://github.com/simonw/django-sql-dashboard/blob/1.0.1/.github/workflows/test.yml) - the relevant sections are below:\n```yaml\nname: Test\n\non: [push]\n\njobs:\n  test:\n    runs-on: ubuntu-latest\n    strategy:\n      matrix:\n        postgresql-version: [10, 11, 12, 13]\n    steps:\n    - name: Install PostgreSQL\n      env:\n        POSTGRESQL_VERSION: ${{ matrix.postgresql-version }}\n      run: |\n        sudo sh -c 'echo \"deb http://apt.postgresql.org/pub/repos/apt $(lsb_release -cs)-pgdg main\" > /etc/apt/sources.list.d/pgdg.list'\n        wget --quiet -O - https://www.postgresql.org/media/keys/ACCC4CF8.asc | sudo apt-key add -\n        sudo apt-get update\n        sudo apt-get -y install \"postgresql-$POSTGRESQL_VERSION\"\n    - name: Run tests\n      env:\n        POSTGRESQL_VERSION: ${{ matrix.postgresql-version }}\n      run: |\n        export POSTGRESQL_PATH=\"/usr/lib/postgresql/$POSTGRESQL_VERSION/bin/postgres\"\n        export INITDB_PATH=\"/usr/lib/postgresql/$POSTGRESQL_VERSION/bin/initdb\"\n        pytest\n```\nI modified my tests to call the `postgres` and `initdb` binaries specified by the `POSTGRESQL_PATH` and `INITDB_PATH` environment variables.", "html": "<p>The GitHub Actions <code>ubuntu-latest</code> default runner currently includes an installation of PostgreSQL 13. The server is not running by default but you can interact with it like this:</p>\n<pre><code>$ /usr/lib/postgresql/13/bin/postgres --version\npostgres (PostgreSQL) 13.3 (Ubuntu 13.3-1.pgdg20.04+1)\n</code></pre>\n<p>You can install alternative PostgreSQL versions by following the <a href=\"https://www.postgresql.org/download/linux/ubuntu/\" rel=\"nofollow\">PostgreSQL Ubuntu instructions</a> - like this:</p>\n<pre><code>sudo sh -c 'echo \"deb http://apt.postgresql.org/pub/repos/apt $(lsb_release -cs)-pgdg main\" &gt; /etc/apt/sources.list.d/pgdg.list'\nwget --quiet -O - https://www.postgresql.org/media/keys/ACCC4CF8.asc | sudo apt-key add -\nsudo apt-get update\nsudo apt-get -y install postgresql-12\n</code></pre>\n<p>This works with <code>postgresql-10</code> and <code>postgresql-11</code> as well as <code>postgresql-12</code>.</p>\n<p>I wanted to use a GitHub Actions matrix to run my tests against all four versions of PostgreSQL. Here's <a href=\"https://github.com/simonw/django-sql-dashboard/blob/1.0.1/.github/workflows/test.yml\">my complete workflow</a> - the relevant sections are below:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Test</span>\n\n<span class=\"pl-ent\">on</span>: <span class=\"pl-s\">[push]</span>\n\n<span class=\"pl-ent\">jobs</span>:\n  <span class=\"pl-ent\">test</span>:\n    <span class=\"pl-ent\">runs-on</span>: <span class=\"pl-s\">ubuntu-latest</span>\n    <span class=\"pl-ent\">strategy</span>:\n      <span class=\"pl-ent\">matrix</span>:\n        <span class=\"pl-ent\">postgresql-version</span>: <span class=\"pl-s\">[10, 11, 12, 13]</span>\n    <span class=\"pl-ent\">steps</span>:\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Install PostgreSQL</span>\n      <span class=\"pl-ent\">env</span>:\n        <span class=\"pl-ent\">POSTGRESQL_VERSION</span>: <span class=\"pl-s\">${{ matrix.postgresql-version }}</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">        sudo sh -c 'echo \"deb http://apt.postgresql.org/pub/repos/apt $(lsb_release -cs)-pgdg main\" &gt; /etc/apt/sources.list.d/pgdg.list'</span>\n<span class=\"pl-s\">        wget --quiet -O - https://www.postgresql.org/media/keys/ACCC4CF8.asc | sudo apt-key add -</span>\n<span class=\"pl-s\">        sudo apt-get update</span>\n<span class=\"pl-s\">        sudo apt-get -y install \"postgresql-$POSTGRESQL_VERSION\"</span>\n<span class=\"pl-s\"></span>    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Run tests</span>\n      <span class=\"pl-ent\">env</span>:\n        <span class=\"pl-ent\">POSTGRESQL_VERSION</span>: <span class=\"pl-s\">${{ matrix.postgresql-version }}</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">        export POSTGRESQL_PATH=\"/usr/lib/postgresql/$POSTGRESQL_VERSION/bin/postgres\"</span>\n<span class=\"pl-s\">        export INITDB_PATH=\"/usr/lib/postgresql/$POSTGRESQL_VERSION/bin/initdb\"</span>\n<span class=\"pl-s\">        pytest</span></pre></div>\n<p>I modified my tests to call the <code>postgres</code> and <code>initdb</code> binaries specified by the <code>POSTGRESQL_PATH</code> and <code>INITDB_PATH</code> environment variables.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-07-05T17:43:13-07:00", "created_utc": "2021-07-06T00:43:13+00:00", "updated": "2021-07-05T17:43:13-07:00", "updated_utc": "2021-07-06T00:43:13+00:00", "shot_hash": "2001828a598aa0775483b5934c907bb8", "slug": "different-postgresql-versions"}, {"path": "github-actions_different-steps-on-a-schedule.md", "topic": "github-actions", "title": "Running different steps on a schedule", "url": "https://github.com/simonw/til/blob/main/github-actions/different-steps-on-a-schedule.md", "body": "Say you have a workflow that runs hourly, but once a day you want the workflow to run slightly differently - without duplicating the entire workflow.\n\nThanks to @BrightRan, here's [the solution](https://github.community/t5/GitHub-Actions/Schedule-once-an-hour-but-do-something-different-once-a-day/m-p/54382/highlight/true#M9168). Use the following pattern in an `if:` condition for a step:\n\n    github.event_name == 'schedule' && github.event.schedule == '20 17 * * *'\n\nLonger example:\n\n```yaml\nname: Fetch updated data and deploy\n\non:\n  push:\n  schedule:\n    - cron: '5,35 * * * *'\n    - cron: '20 17 * * *'\n\njobs:\n  build_and_deploy:\n    runs-on: ubuntu-latest\n    steps:\n    # ...\n    - name: Download existing .db files\n      if: |-\n        !(github.event_name == 'schedule' && github.event.schedule == '20 17 * * *')\n      env:\n        DATASETTE_TOKEN: ${{ secrets.DATASETTE_TOKEN }}\n      run: |-\n        datasette-clone https://biglocal.datasettes.com/ dbs -v --token=$DATASETTE_TOKEN\n```\nI used this [here](https://github.com/simonw/big-local-datasette/blob/35e1acd4d9859d3af2feb29d0744ce1550e5faec/.github/workflows/deploy.yml), see [#11](https://github.com/simonw/big-local-datasette/issues/11).", "html": "<p>Say you have a workflow that runs hourly, but once a day you want the workflow to run slightly differently - without duplicating the entire workflow.</p>\n<p>Thanks to @BrightRan, here's <a href=\"https://github.community/t5/GitHub-Actions/Schedule-once-an-hour-but-do-something-different-once-a-day/m-p/54382/highlight/true#M9168\" rel=\"nofollow\">the solution</a>. Use the following pattern in an <code>if:</code> condition for a step:</p>\n<pre><code>github.event_name == 'schedule' &amp;&amp; github.event.schedule == '20 17 * * *'\n</code></pre>\n<p>Longer example:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Fetch updated data and deploy</span>\n\n<span class=\"pl-ent\">on</span>:\n  <span class=\"pl-ent\">push</span>:\n  <span class=\"pl-ent\">schedule</span>:\n    - <span class=\"pl-ent\">cron</span>: <span class=\"pl-s\"><span class=\"pl-pds\">'</span>5,35 * * * *<span class=\"pl-pds\">'</span></span>\n    - <span class=\"pl-ent\">cron</span>: <span class=\"pl-s\"><span class=\"pl-pds\">'</span>20 17 * * *<span class=\"pl-pds\">'</span></span>\n\n<span class=\"pl-ent\">jobs</span>:\n  <span class=\"pl-ent\">build_and_deploy</span>:\n    <span class=\"pl-ent\">runs-on</span>: <span class=\"pl-s\">ubuntu-latest</span>\n    <span class=\"pl-ent\">steps</span>:\n    <span class=\"pl-c\"><span class=\"pl-c\">#</span> ...</span>\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Download existing .db files</span>\n      <span class=\"pl-ent\">if</span>: <span class=\"pl-s\">|-</span>\n<span class=\"pl-s\">        !(github.event_name == 'schedule' &amp;&amp; github.event.schedule == '20 17 * * *')</span>\n<span class=\"pl-s\"></span>      <span class=\"pl-ent\">env</span>:\n        <span class=\"pl-ent\">DATASETTE_TOKEN</span>: <span class=\"pl-s\">${{ secrets.DATASETTE_TOKEN }}</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|-</span>\n<span class=\"pl-s\">        datasette-clone https://biglocal.datasettes.com/ dbs -v --token=$DATASETTE_TOKEN</span></pre></div>\n<p>I used this <a href=\"https://github.com/simonw/big-local-datasette/blob/35e1acd4d9859d3af2feb29d0744ce1550e5faec/.github/workflows/deploy.yml\">here</a>, see <a href=\"https://github.com/simonw/big-local-datasette/issues/11\">#11</a>.</p>\n", "shot": 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"}, "created": "2020-04-20T07:39:39-07:00", "created_utc": "2020-04-20T14:39:39+00:00", "updated": "2020-04-20T09:24:01-07:00", "updated_utc": "2020-04-20T16:24:01+00:00", "shot_hash": "cc627abd8d10103171280dad5925be05", "slug": "different-steps-on-a-schedule"}, {"path": "github-actions_dump-context.md", "topic": "github-actions", "title": "Dump out all GitHub Actions context", "url": "https://github.com/simonw/til/blob/main/github-actions/dump-context.md", "body": "Useful for seeing what's available for `if: ` conditions (see [context and expression syntax](https://help.github.com/en/actions/reference/context-and-expression-syntax-for-github-actions)).\n\nI copied this example action [from here](https://help.github.com/en/actions/reference/context-and-expression-syntax-for-github-actions#example-printing-context-information-to-the-log-file) and deployed it [here](https://github.com/simonw/playing-with-actions/blob/master/.github/workflows/dump-context.yml). Here's an [example run](https://github.com/simonw/playing-with-actions/runs/599575180?check_suite_focus=true).\n\n```yaml\non: push\n\njobs:\n  one:\n    runs-on: ubuntu-16.04\n    steps:\n      - name: Dump GitHub context\n        env:\n          GITHUB_CONTEXT: ${{ toJson(github) }}\n        run: echo \"$GITHUB_CONTEXT\"\n      - name: Dump job context\n        env:\n          JOB_CONTEXT: ${{ toJson(job) }}\n        run: echo \"$JOB_CONTEXT\"\n      - name: Dump steps context\n        env:\n          STEPS_CONTEXT: ${{ toJson(steps) }}\n        run: echo \"$STEPS_CONTEXT\"\n      - name: Dump runner context\n        env:\n          RUNNER_CONTEXT: ${{ toJson(runner) }}\n        run: echo \"$RUNNER_CONTEXT\"\n      - name: Dump strategy context\n        env:\n          STRATEGY_CONTEXT: ${{ toJson(strategy) }}\n        run: echo \"$STRATEGY_CONTEXT\"\n      - name: Dump matrix context\n        env:\n          MATRIX_CONTEXT: ${{ toJson(matrix) }}\n        run: echo \"$MATRIX_CONTEXT\"\n```", "html": "<p>Useful for seeing what's available for <code>if: </code> conditions (see <a href=\"https://help.github.com/en/actions/reference/context-and-expression-syntax-for-github-actions\">context and expression syntax</a>).</p>\n<p>I copied this example action <a href=\"https://help.github.com/en/actions/reference/context-and-expression-syntax-for-github-actions#example-printing-context-information-to-the-log-file\">from here</a> and deployed it <a href=\"https://github.com/simonw/playing-with-actions/blob/master/.github/workflows/dump-context.yml\">here</a>. Here's an <a href=\"https://github.com/simonw/playing-with-actions/runs/599575180?check_suite_focus=true\">example run</a>.</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">on</span>: <span class=\"pl-s\">push</span>\n\n<span class=\"pl-ent\">jobs</span>:\n  <span class=\"pl-ent\">one</span>:\n    <span class=\"pl-ent\">runs-on</span>: <span class=\"pl-s\">ubuntu-16.04</span>\n    <span class=\"pl-ent\">steps</span>:\n      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Dump GitHub context</span>\n        <span class=\"pl-ent\">env</span>:\n          <span class=\"pl-ent\">GITHUB_CONTEXT</span>: <span class=\"pl-s\">${{ toJson(github) }}</span>\n        <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">echo \"$GITHUB_CONTEXT\"</span>\n      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Dump job context</span>\n        <span class=\"pl-ent\">env</span>:\n          <span class=\"pl-ent\">JOB_CONTEXT</span>: <span class=\"pl-s\">${{ toJson(job) }}</span>\n        <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">echo \"$JOB_CONTEXT\"</span>\n      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Dump steps context</span>\n        <span class=\"pl-ent\">env</span>:\n          <span class=\"pl-ent\">STEPS_CONTEXT</span>: <span class=\"pl-s\">${{ toJson(steps) }}</span>\n        <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">echo \"$STEPS_CONTEXT\"</span>\n      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Dump runner context</span>\n        <span class=\"pl-ent\">env</span>:\n          <span class=\"pl-ent\">RUNNER_CONTEXT</span>: <span class=\"pl-s\">${{ toJson(runner) }}</span>\n        <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">echo \"$RUNNER_CONTEXT\"</span>\n      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Dump strategy context</span>\n        <span class=\"pl-ent\">env</span>:\n          <span class=\"pl-ent\">STRATEGY_CONTEXT</span>: <span class=\"pl-s\">${{ toJson(strategy) }}</span>\n        <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">echo \"$STRATEGY_CONTEXT\"</span>\n      - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Dump matrix context</span>\n        <span class=\"pl-ent\">env</span>:\n          <span class=\"pl-ent\">MATRIX_CONTEXT</span>: <span class=\"pl-s\">${{ toJson(matrix) }}</span>\n        <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">echo \"$MATRIX_CONTEXT\"</span></pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-04-19T07:50:03-07:00", "created_utc": "2020-04-19T14:50:03+00:00", "updated": "2020-04-19T07:50:03-07:00", "updated_utc": "2020-04-19T14:50:03+00:00", "shot_hash": "070e1fa70411ed2f9cd92ea28dc399e2", "slug": "dump-context"}, {"path": "github-actions_ensure-labels.md", "topic": "github-actions", "title": "Ensure labels exist in a GitHub repository", "url": "https://github.com/simonw/til/blob/main/github-actions/ensure-labels.md", "body": "I wanted to ensure that when [this template repository](https://github.com/simonw/action-transcription) was used to create a new repo that repo would have a specific set of labels.\n\nHere's the workflow I came up with, saved as `.github/workflows/ensure_labels.yml`:\n\n```yaml\nname: Ensure labels\non: [push]\n\njobs:\n  ensure_labels:\n    runs-on: ubuntu-latest\n    steps:\n    - name: Create labels\n      uses: actions/github-script@v6\n      with:\n        script: |\n          try {\n            await github.rest.issues.createLabel({\n              ...context.repo,\n              name: 'captions'\n            });\n            await github.rest.issues.createLabel({\n              ...context.repo,\n              name: 'whisper'\n            });\n          } catch(e) {\n            // Ignore if labels exist already\n          }\n```\nThis creates `captions` and `whisper` labels, if they do not yet exist.\n\nIt's wrapped in a `try/catch` so that if the labels exist already (as they will on subsequent runs) the error can be ignored.\n\nNote that you need to use `await ...` inside that `try/catch` block or exceptions thrown by those methods will still cause the action run to fail.\n\nThe `...context.repo` trick saves on having to pass `owner` and `repo` explicitly.", "html": "<p>I wanted to ensure that when <a href=\"https://github.com/simonw/action-transcription\">this template repository</a> was used to create a new repo that repo would have a specific set of labels.</p>\n<p>Here's the workflow I came up with, saved as <code>.github/workflows/ensure_labels.yml</code>:</p>\n<div class=\"highlight highlight-source-yaml\"><pre><span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Ensure labels</span>\n<span class=\"pl-ent\">on</span>: <span class=\"pl-s\">[push]</span>\n\n<span class=\"pl-ent\">jobs</span>:\n  <span class=\"pl-ent\">ensure_labels</span>:\n    <span class=\"pl-ent\">runs-on</span>: <span class=\"pl-s\">ubuntu-latest</span>\n    <span class=\"pl-ent\">steps</span>:\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Create labels</span>\n      <span class=\"pl-ent\">uses</span>: <span class=\"pl-s\">actions/github-script@v6</span>\n      <span class=\"pl-ent\">with</span>:\n        <span class=\"pl-ent\">script</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">          try {</span>\n<span class=\"pl-s\">            await github.rest.issues.createLabel({</span>\n<span class=\"pl-s\">              ...context.repo,</span>\n<span class=\"pl-s\">              name: 'captions'</span>\n<span class=\"pl-s\">            });</span>\n<span class=\"pl-s\">            await github.rest.issues.createLabel({</span>\n<span class=\"pl-s\">              ...context.repo,</span>\n<span class=\"pl-s\">              name: 'whisper'</span>\n<span class=\"pl-s\">            });</span>\n<span class=\"pl-s\">          } catch(e) {</span>\n<span class=\"pl-s\">            // Ignore if labels exist already</span>\n<span class=\"pl-s\">          }</span></pre></div>\n<p>This creates <code>captions</code> and <code>whisper</code> labels, if they do not yet exist.</p>\n<p>It's wrapped in a <code>try/catch</code> so that if the labels exist already (as they will on subsequent runs) the error can be ignored.</p>\n<p>Note that you need to use <code>await ...</code> inside that <code>try/catch</code> block or exceptions thrown by those methods will still cause the action run to fail.</p>\n<p>The <code>...context.repo</code> trick saves on having to pass <code>owner</code> and <code>repo</code> explicitly.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-09-25T11:28:21-07:00", "created_utc": "2022-09-25T18:28:21+00:00", "updated": "2022-09-25T11:28:53-07:00", "updated_utc": "2022-09-25T18:28:53+00:00", "shot_hash": "147e94f19f28e7c13888d03c583014ee", "slug": "ensure-labels"}, {"path": "github-actions_grep-tests.md", "topic": "github-actions", "title": "Using grep to write tests in CI", "url": "https://github.com/simonw/til/blob/main/github-actions/grep-tests.md", "body": "GitHub Actions workflows fail if any of the steps executes something that returns a non-zero exit code.\n\nToday I learned that `grep` returns a non-zero exit code if it fails to find any matches.\n\nThis means that piping to grep is a really quick way to write a test as part of an Actions workflow.\n\nI wrote a quick soundness check today using the new `datasette --get /path` option, which runs a fake HTTP request for that path through Datasette and returns the response to standard out. Here's an example:\n\n```yaml\n    - name: Build database\n      run: scripts/build.sh\n    - name: Run tests\n      run: |\n        datasette . --get /us/pillar-point | grep 'Rocky Beaches'\n    - name: Deploy to Vercel\n```\nI like this pattern a lot: build a database for a custom Datasette deloyment in CI, run one or more quick soundness checks using grep, then deploy if those checks pass.", "html": "<p>GitHub Actions workflows fail if any of the steps executes something that returns a non-zero exit code.</p>\n<p>Today I learned that <code>grep</code> returns a non-zero exit code if it fails to find any matches.</p>\n<p>This means that piping to grep is a really quick way to write a test as part of an Actions workflow.</p>\n<p>I wrote a quick soundness check today using the new <code>datasette --get /path</code> option, which runs a fake HTTP request for that path through Datasette and returns the response to standard out. Here's an example:</p>\n<div class=\"highlight highlight-source-yaml\"><pre>    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Build database</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">scripts/build.sh</span>\n    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Run tests</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|</span>\n<span class=\"pl-s\">        datasette . --get /us/pillar-point | grep 'Rocky Beaches'</span>\n<span class=\"pl-s\"></span>    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Deploy to Vercel</span></pre></div>\n<p>I like this pattern a lot: build a database for a custom Datasette deloyment in CI, run one or more quick soundness checks using grep, then deploy if those checks pass.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2020-08-19T21:26:05-07:00", "created_utc": "2020-08-20T04:26:05+00:00", "updated": "2020-08-22T21:18:06-07:00", "updated_utc": "2020-08-23T04:18:06+00:00", "shot_hash": "3e71efb58ec2d72ce37d6c93d7ace74e", "slug": "grep-tests"}, {"path": "github-actions_job-summaries.md", "topic": "github-actions", "title": "GitHub Actions job summaries", "url": "https://github.com/simonw/til/blob/main/github-actions/job-summaries.md", "body": "New feature [announced here](https://github.blog/2022-05-09-supercharging-github-actions-with-job-summaries/). Here's the [full documentation](https://docs.github.com/en/actions/using-workflows/workflow-commands-for-github-actions#adding-a-job-summary).\n\nThese are incredibly easy to use. GitHub creates a file in your workspace and puts the filename in `$GITHUB_STEP_SUMMARY`, so you can build the summary markdown over multiple steps like this:\n\n```bash\necho \"{markdown content}\" >> $GITHUB_STEP_SUMMARY\n```\nI decided to try this out in my [simonw/pypi-datasette-packages](https://github.com/simonw/pypi-datasette-packages/) repo, which runs a daily Git scraper that records a copy of the PyPI JSON for packages within the Datasette ecosystem.\n\nI ended up mixing it with the Git commit code, so the step [now looks like this](https://github.com/simonw/pypi-datasette-packages/blob/54d43180a97d30011149d1e7ae3aaafed2ad7818/.github/workflows/fetch.yml#L20-L32):\n\n```yaml\n    - name: Commit and push\n      run: |-\n        git config user.name \"Automated\"\n        git config user.email \"actions@users.noreply.github.com\"\n        git add -A\n        timestamp=$(date -u)\n        git commit -m \"${timestamp}\" || exit 0\n        echo '### Changed files' >> $GITHUB_STEP_SUMMARY\n        echo '```' >> $GITHUB_STEP_SUMMARY\n        git show --name-only --format=tformat: >> $GITHUB_STEP_SUMMARY\n        echo '```' >> $GITHUB_STEP_SUMMARY\n        git pull --rebase\n        git push\n```\nThis produces [a summary](https://github.com/simonw/pypi-datasette-packages/actions/runs/2336190331) that looks like this:\n\n<img width=\"657\" alt=\"Screenshot of the summary\" src=\"https://user-images.githubusercontent.com/9599/168874059-b08afb20-c9f3-4c6d-9224-311f21696bfd.png\">\n\nTwo things I had to figure out here. First, the backtick needs escaping if used in double quotes but does not in single quotes:\n\n```bash\necho '```' >> $GITHUB_STEP_SUMMARY\n```\nI wanted to show just the list of affected filenames from the most recent Git commit. That's what this does:\n\n    git show --name-only --format=tformat:\n\nWithout the `--format=tformat` bit this shows the full commit message and header in addition to the list of files.\n\nI'm running this in the same block as the other `git` commands so that this line will terminate the step early without writing to the summary file if there are no changes to be committed:\n\n```bash\ngit commit -m \"${timestamp}\" || exit 0\n```", "html": "<p>New feature <a href=\"https://github.blog/2022-05-09-supercharging-github-actions-with-job-summaries/\" rel=\"nofollow\">announced here</a>. Here's the <a href=\"https://docs.github.com/en/actions/using-workflows/workflow-commands-for-github-actions#adding-a-job-summary\">full documentation</a>.</p>\n<p>These are incredibly easy to use. GitHub creates a file in your workspace and puts the filename in <code>$GITHUB_STEP_SUMMARY</code>, so you can build the summary markdown over multiple steps like this:</p>\n<div class=\"highlight highlight-source-shell\"><pre><span class=\"pl-c1\">echo</span> <span class=\"pl-s\"><span class=\"pl-pds\">\"</span>{markdown content}<span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">&gt;&gt;</span> <span class=\"pl-smi\">$GITHUB_STEP_SUMMARY</span></pre></div>\n<p>I decided to try this out in my <a href=\"https://github.com/simonw/pypi-datasette-packages/\">simonw/pypi-datasette-packages</a> repo, which runs a daily Git scraper that records a copy of the PyPI JSON for packages within the Datasette ecosystem.</p>\n<p>I ended up mixing it with the Git commit code, so the step <a href=\"https://github.com/simonw/pypi-datasette-packages/blob/54d43180a97d30011149d1e7ae3aaafed2ad7818/.github/workflows/fetch.yml#L20-L32\">now looks like this</a>:</p>\n<div class=\"highlight highlight-source-yaml\"><pre>    - <span class=\"pl-ent\">name</span>: <span class=\"pl-s\">Commit and push</span>\n      <span class=\"pl-ent\">run</span>: <span class=\"pl-s\">|-</span>\n<span class=\"pl-s\">        git config user.name \"Automated\"</span>\n<span class=\"pl-s\">        git config user.email \"actions@users.noreply.github.com\"</span>\n<span class=\"pl-s\">        git add -A</span>\n<span class=\"pl-s\">        timestamp=$(date -u)</span>\n<span class=\"pl-s\">        git commit -m \"${timestamp}\" || exit 0</span>\n<span class=\"pl-s\">        echo '### Changed files' &gt;&gt; $GITHUB_STEP_SUMMARY</span>\n<span class=\"pl-s\">        echo '```' &gt;&gt; $GITHUB_STEP_SUMMARY</span>\n<span class=\"pl-s\">        git show --name-only --format=tformat: &gt;&gt; $GITHUB_STEP_SUMMARY</span>\n<span class=\"pl-s\">        echo '```' &gt;&gt; $GITHUB_STEP_SUMMARY</span>\n<span class=\"pl-s\">        git pull --rebase</span>\n<span class=\"pl-s\">        git push</span></pre></div>\n<p>This produces <a href=\"https://github.com/simonw/pypi-datasette-packages/actions/runs/2336190331\">a summary</a> that looks like this:</p>\n<p><a href=\"https://user-images.githubusercontent.com/9599/168874059-b08afb20-c9f3-4c6d-9224-311f21696bfd.png\" target=\"_blank\" rel=\"nofollow\"><img width=\"657\" alt=\"Screenshot of the summary\" src=\"https://user-images.githubusercontent.com/9599/168874059-b08afb20-c9f3-4c6d-9224-311f21696bfd.png\" style=\"max-width:100%;\"></a></p>\n<p>Two things I had to figure out here. First, the backtick needs escaping if used in double quotes but does not in single quotes:</p>\n<div class=\"highlight highlight-source-shell\"><pre><span class=\"pl-c1\">echo</span> <span class=\"pl-s\"><span class=\"pl-pds\">'</span>```<span class=\"pl-pds\">'</span></span> <span class=\"pl-k\">&gt;&gt;</span> <span class=\"pl-smi\">$GITHUB_STEP_SUMMARY</span></pre></div>\n<p>I wanted to show just the list of affected filenames from the most recent Git commit. That's what this does:</p>\n<pre><code>git show --name-only --format=tformat:\n</code></pre>\n<p>Without the <code>--format=tformat</code> bit this shows the full commit message and header in addition to the list of files.</p>\n<p>I'm running this in the same block as the other <code>git</code> commands so that this line will terminate the step early without writing to the summary file if there are no changes to be committed:</p>\n<div class=\"highlight highlight-source-shell\"><pre>git commit -m <span class=\"pl-s\"><span class=\"pl-pds\">\"</span><span class=\"pl-smi\">${timestamp}</span><span class=\"pl-pds\">\"</span></span> <span class=\"pl-k\">||</span> <span class=\"pl-c1\">exit</span> 0</pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2022-05-17T10:28:21-07:00", "created_utc": "2022-05-17T17:28:21+00:00", "updated": "2022-05-17T10:49:39-07:00", "updated_utc": "2022-05-17T17:49:39+00:00", "shot_hash": "4626096cbdbf784228ec31127d5ac199", "slug": "job-summaries"}], "truncated": false}