{"ok": true, "database": "tils", "table": "til", "rows": [{"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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3HIAwxhhjjDHG9IYDEMYYY4wxxpjecADCGGOMMcYY0xsOQBhjjDHGGGN6wwEIY4wxxhhjTG84AGGMMcYYY4zpDQcgjDHGGGOMMb3hAIQxxhhjjDGmNxyAMMYYY4wxxvSGAxDGGGOMMcaY3nAAwhhjjDHGGNMbDkAYY4wxxhhjesMBCGOMMcYYY0xvOABhjDHGGGOM6Q0HIIwxxhhjjDG94QCEMcYYY4wxpjccgDDGGGOMMcb05l8XgOzfvx8uLi7w9fVFTExMVWenynXs2BGGhoaQSCSQSCQYOnRoVWdJ7woKChAeHg5ra2t8+OGHVZ2dCps5cyZsbGzQvn175OTkVHV2Xrp/y3pjjDHGmFiVByD/+9//YGpqKuwgl/6Ym5vD2dkZoaGhmDZtGuLj47Wm9+mnnyIjIwPJycn4+uuv9VSKV9ehQ4fQrFmzqs5GldqzZw/27t2LnJwcLFiwADdu3KjqLJXbo0eP8OWXXyI7Oxt//fUXNm3aVNVZeun+DetNk5kzZ8LExERtn2doaIjq1aujbt26iIiIwM6dO0FEVZ3lV4ZcLsfq1asRFhYGFxcXoR7NzMxQu3ZtdO3aFQkJCWrnlUql2LZtGwYNGoTAwEDUqFEDxsbGsLGxgY+PD/r27YvVq1cjPz9fZd4vvvgC5ubmateZjY0Nvv322xcuW3JyMiIjI9GmTRs4OzvD3Nwc1apVg7u7Oxo2bIhu3bph1qxZOHfunDDP0KFDNf5+lvWJiIjQ2hY1fRo3bvzCZWWM/cfRK0AqldLIkSMJgPBZv3497d27lxYtWkRdu3YliUQijBs6dCjl5eWpTWvIkCHCdJ9//rmeS/JqatGihVAnQ4YMeeH0NmzYQLNmzaK7d+9WQu5evitXrpChoSEBoJo1a1JOTk5VZ0mjc+fO0axZs+jkyZOi4cXFxeTm5kYASCKR0NmzZ6soh/rzOq23ipBKpTRs2DCVfu/AgQP07bffkoODgzC8Q4cOeiv/q7x9y2Qy6tKlCwGgoKAgWrduHcXExFBsbCwtXryY6tatSwBo3759KvPGxcVRYGCgUKeDBg2iffv2UVxcHB09epQmTZpExsbGBIDc3d3p6NGjKmnI5XIaPny4aJ1dvnz5hcuVn59P48ePF37nzM3NafTo0bRlyxY6ffo07dq1i+bPn09vvvkmAaC3335bmHfIkCHk5+dHGzdupCNHjtC5c+coOjqanJ2dhTx6e3tTdHS08Dl9+jQ1btyYBg4cSETq2+LixYtp27Ztos/WrVupY8eOFBwc/MJlZoz9t70SAQgR0cSJE0Wd361bt0Tjd+/eLfw4AKDOnTuTXC5XSSc/P58WL15Ma9euJZlMpq/sv9IqMwC5desWmZqaEoDXaif43Llz9P3331NKSkpVZ0UjqVRKAQEBBIC+/vprlfF37tyhefPm0YkTJ6ogd1XjdVhvL2Ls2LEa+72zZ8+Kxn300UcvPT+v+va9bt06IQjPzMxUGZ+YmKg2AElMTCQ7OzuhLr/55hu16e/YsUOYxszMTOVAAJH2dVYRMpmMevToIaRnb29P8fHxGqcfPXo0dejQQfg+ZMgQioiIUJnOw8NDSDMwMFBl/NChQ4UApDzlmjt3LgcgjLEXVuWXYOkqPDwcH3/8sfB979692Lhxo8p0ZmZmGDVqFAYMGAADg1ereIWFhVi6dClCQ0Mhk8n0tlxjY+NKS2vGjBkoLCystPT0JSQkBJMnT4a3t7fO8+h7fS1fvlzjpSMA4O7ujkmTJqFVq1YvPS+vioqst4o6cOAA2rRpg2vXrr30ZemiadOm8PDwEL5v3br1pS/zRbZvfdTfqVOnAAAmJiawtrZWGe/r64uAgACVPm/s2LF49OgRAMDDwwOTJ09Wm363bt3QsWNHACX3II0YMeKlb/urV68Wrdt58+ahfv36Gqdv2LAhiouLRcNq1apV7uW6urqWex4AaNKkidb8McaYTqo6AlIo6wwIEdHt27dF07Rv314YN27cODIyMhKNVz66Q0T0/fffU1BQENnY2JBEIiGJREL29vbUunVr2rBhgzBdZmYm1ahRQ5TWb7/9RiNHjiQnJycCQDY2NtSlSxe1+dywYQOFhYWRl5cXmZqaUvXq1SkoKEg4Jb58+XLR9ImJiTRkyBByd3cnExMTsra2ppCQEPrll1/KdRbn3r17NHbsWPL09CQTExOytLSkgIAAqlmzpsYzIAMHDiRfX1+qVq0aASAjIyNycXGhnj17UlRUlDDd0qVLycvLS1Qnis/UqVPLnZ4mu3btEo7AKubfs2cPdenShaysrAgAVa9enfr160cPHz6k3bt30+DBg8nT05PMzMzI399ftC43bdpEZmZmovyWvrRE1/X18ccfiy4FBEDPnj2j4uJi+vHHH8nT05Pc3NyEdHVtb2fPnqXg4GCVtAFQSEgIpaamio7eAqDVq1eLyvDkyROaPn061a1bl8zNzcnc3Jz8/f1pypQp9PjxY53q19ramgCQo6MjjR07lvLz87Wuq61bt5K5ubnaul2wYIFw+RQA8vDwEM17+/ZtGjFihNBWbW1tKSAggD777LMy19v06dNFddWsWTNavnw5hYSEkImJCRkaGpKXlxf9+uuvKnk+f/48DRgwgAICAsjCwoIsLCzIx8dHuHRn0KBBWsus8KLtXKGso84NGjQQxllYWIjGlaffKKu+dd2+da2/7du3i85YA6AdO3YQEdGePXuocePGZGhoSMnJyUREVFBQQF9++SU1aNCAqlWrRlZWVlSvXj2aM2cOFRcXC8sfP3686Cx4WlpamXWclJQkyseYMWO0Tv/LL7+Ipt+zZ0+51ll51atXT0irevXqVFhYqHX6rKwsunDhgvA9JSWF7t27pzJdWWdA7t27JzqzWNnlYowxbV6rAISIyMXFRZjG1NSUpFKpMC4/P5+aNGmiMQDp27cv1a9fn7Zt20b379+nw4cPi3ZylHcK8/LyRPkJDQ2lRYsW0cKFC0XXZrdu3VpjOQYOHEhRUVE0bdo0YZiDg4Moz9HR0cKOdXBwMEVFRdHcuXOF6QcMGKBT/d2+fZtcXV2FyxPmzp1LFy9epAMHDlCdOnU0BiCOjo7UvXt3OnnyJGVlZdH3338vTGttbU1JSUlEVHL5z5YtW0R1smrVKoqJiRH9+OmanjZ79+4VLad37960dOlSmjFjhmjH08XFhaZOnUp//PEHhYWFCcONjY2FHRt16SkHIOVdX1FRUaK0YmNjqXXr1sJ3V1dXYVpd29vjx48pJiaGqlevLoybMGECxcTECPVVuj0qByBPnz4lf39/YQfmwIEDtGPHDrKwsCAA5O/vT8+ePdNYH8OGDaM//viDPvvsM1EQr9g5Lc+6Uq7bGTNmqA1AHjx4QB4eHmRubk579+6ltLQ02r9/PzVt2pTCw8N1SnvKlCnC8GrVqlFkZCStWrWKBgwYIJrnr7/+EubZsmWLEBQFBQXR6dOnafXq1WRiYiJMr+v1/JXRzonK3ulTHPBQrEeF8vQbutS3Ltt3eeuvoKBAdCBn5cqVogACACUnJ5NUKqW2bdsSUBJk7dmzh7777jthmvHjxwtpbt68WTS/oaEhde7cmZYvXy4KtJUtWbJENM9PP/2kdZ0cOXJENH3pS98qc0c9PT1dlJbypVUvqqwApLSyyjVr1iyV31TGGKuo1y4AUdyEp/iUvg44NDRUawCyceNG0bBu3boJ03fq1EkYnp+fr3GHb+HChcJwiURCubm5RER048YN0Ty3b98mopJr+5V/iLdv3662PJs2bRKGe3t7C8P3799fZv316tVL7c4HkfZ7QJydnSkjI0P4LpfLRTvCX331lTDu8uXLovKpu0a8POlpsm/fPo07nh07dhSGt2jRQhj+5MkTMjAwEMYpn2XSlF5F1lfpOnBxcaG6detSZGQkTZgwQSUA0bW9EZHoLEfpe0C0tcdPPvlEGP7BBx8Iw5Vvlp02bZpO9dunTx9heEhIiLbVVGZakZGRwnDlAGTBggUEgOrUqSNK6/Tp06IARFvaU6dOFYZ7e3sLw6VSqegghfLR+1q1aol2hhWU18mHH35YZpmJKqedE2nf6YuLixONGzp0qDCuPP2GrvVd1vZdkfpTbtMuLi5Us2ZNGjt2LC1YsIAMDAwoOTmZli9fLkzTt29fIiIqKioSgh1jY2NRAN21a1dRPhUfMzMzGjx4MKWnp4vy8Omnn4qmW79+vdZ1Eh8fL5q+R48eovGVGYAcP35clNawYcMqnFZpLxqAXL16lXJycoRPt27dOABhjFWaV+smCR1YWlqKvpfnfQifffYZunTpIhrm5OQk/P/s2TOd0vHz8xP+JyJkZGQAAK5evSqaztnZGQBgaGgoWs7169cBAHfu3EF0dLQwPCAgQPi/Xr16wv9lPXI1NzcX27dvF76/8847OpUDAHbu3CnKm0QigYODg/Bd1zp5WemVVqdOHeH/goIC4f/q1avDzs5O+K5YJ9qUd32pM2PGDCQkJGDOnDn45ptv4OvrK4yrrPZWli1btgj/V7QNKSi37fT09ErInSrFNpuSkoLBgwcjLi4OANC8eXNs27bthdI2NDQU3S+iKENOTg7u3LkjDFesa0B8Lby2da3sZbXzwsJCZGdn4/Dhw+jbt68w3MHBAf/73/8AlL/fqIz6roz6a9OmDe7evYtffvkFEyZMQN++fWFkZCS6/0FxL4OxsTGsrKwAAMXFxaJtddOmTZg6dSpMTU1F6RcUFGDVqlWoW7cuLly4IMq7MhMTE61lLZ1udna21ulfxNOnT0XfLSwsXtqyyiswMBBWVlbCZ+fOnVWdJcbYv8hrF4CUvkFS3Y2ImgQEBKBatWqiYRKJpNx5KH1zO/39jH57e3vR8MePHwv/K26ABAAXFxcAQGJiomh6Gxsb4X9bW1vhf203JivGS6VS4buXl5fW6ZWpe557RerkZaVXmrYHCyiPIx3em1De9aVOcHCw8L+ZmRn++usv4XtltTdtioqKcOvWLeG7pjZ08+ZNUcCmSXnrsCJat24t/L969Wo0bNgQderUwXfffVcp6asrg6WlJczMzIThyuv64cOHwv/a1rWyl9XO/f39YWNjg44dO+L69euwsrLCkCFDcOnSJeGG9PL2G5VR35VRf/Xr1xft3K9btw6enp6im9a/++474V0TyjvnykGAmZkZ5s6di3v37uHnn39GaGgoDA0NRdP26dNHuFFbuX4A1d+Q0kqPL33QqzKVTlvd+0eqyubNm3Hy5EnhExoaWtVZYoz9i7x2AYjyj52VlZXoqHdZtmzZgoiICAQFBcHT0xNOTk5YtWpVpeWtSZMmoqOvv/76K4qKirBy5Uo8ePAAAODt7Y0ePXoAKDlzoczIyEj4X/kpLmWd5Sl9tNXc3Fyn/Obn5+Onn35CeHg4AgMD4ebmBicnJ6SkpOg0/8tO72Ur7/oqr5fd3gAgLy9P9F1TGwKA58+fV+qyK6pVq1b47LPPRDvsN27cwJQpU9C+ffuX8tQhiUQiOqOwbNkyPH/+HHFxcdi/fz+Akh3b8ePHl5nWy2znW7duxdmzZ3HhwgWkpKTgyZMn+OOPP0RnGcrbb1RGfVdm/ZWmXJ5Ro0YhJiZG5dO8eXOV+WxtbTFu3DgcO3YMqampmDhxolDGW7duISoqCgBQu3Zt0XyKbVuTzMxM0Xfls5qVTfmMLgDcvn37pS2rvBo3boyWLVsKn9GjR6NRo0ZVnS3G2L/EaxWAFBUViTro5s2b6/yo3dmzZ6N3795Yu3YtHj16hKVLl+LSpUvo3bt3peXP0NAQu3btQsOGDYVlmpmZYejQobC0tMTgwYNx4sQJ4TR76aNfyo9WVP5fcSmCJqVP25feKdWkS5cumDhxIvbu3YuaNWti165diI2NVfnB1lVlp/eylXd9lYc+2htQsu6Vdyw1tSGg7HakT59//jkuXryIMWPGoGbNmsLwkydPYvfu3S9lmb/88gt69eoFADh8+DCsra3RsGFD5OeuU3IRAAAgAElEQVTno3379jh+/LjQFrR5me28UaNGaNq0KYKDg+Ht7S06sq9QkX6jMuq7supPW3kUaZb+KMoyffp07N27VyUNNzc3/Pjjj5gzZ44wTHGWpl27dqJtRJczyso6depU7jIp52HatGkax9eqVQuBgYHC96ioqDLPVD569Aj9+/evcJ4qql+/fsLji7Ozs5GcnKz3PDDG/j1eqwDk8OHDotPjI0eO1HnexYsXC/+///776NixI1xcXHQ+W6ArHx8fuLm5YfDgwUhPT0diYiLS0tKQnZ2NlStXii5R8Pf3F82rfFmD8lE65R8oTctUpsuR2JSUFNHlQrNnz0ajRo3g5OSkdqdH3+npS3nWV3noq70ZGxuLLrnT1Ia8vb1Vrm2vDKUvO5LL5WXOc+7cOSQlJaFRo0ZYuHAh7t27h4ULFwpp6XofRnlZWloiODgYnp6eyMrKQmJiIlJTU5Gbm4vDhw+jSZMmZabxKrTz8vYblVXflVF/ZZWnrHeIxMTEYNeuXRrHK7+fQnHWyN3dHT179hSG7927V3TJamnK99PVq1cPbdu21ZonbXbu3InVq1drnSYyMlL4Pzs7G7///rvW6a9cuYI///yzwnmqDEuXLsX7779fpXlgjL3eXpsAJDc3FzNmzBC+d+nSpVyXxigfGXxZ1/QSEUaMGIHdu3fjxo0bMDIygo+PD1xdXdVeH+7m5oaQkBDh+5UrV4T/4+Pjhf8VRx01sbe3R7NmzYTvmzdvLjOvpY+O61InpadRvka7IulVtfKur/KoSHtTnq70zanaKLcP5TakuNm49DSVSflGbEC34Hf//v347bffhO9GRkYYM2aMaIfxZVixYgWmT5+O58+f4969e/Dx8YGHh0eZNyUrexXaeXn7DV3rW9v2DVRO/anTp08f4f+jR4+KbnZX5/DhwxovJ1SczfH29hadjZk/f75wMCEtLU3j/S/btm3D0aNHAZT0q5s2bXqhF9pu375dZRsprX///hgxYoTwfdq0aTh//rzG6aOjo0WX3VWFkydPvlJnVBljr5+q7cX+VlRUpHKfw9GjR+Hs7IzCwkIkJSVh8eLFuHHjBoCSU8HLli0r105ip06dsGbNGgAlO+g9e/ZETk6Oxh2m0jfgKn/XNC4jIwMrV64EAJw+fRqOjo7CNIonKzVu3BjTpk1D06ZNAZRc1tC2bVs8f/4c8+fPR926dXH48GHcvXsXABAREYG33367zPL98MMPaNu2LQoKCrB161ZMmzYNzZs3R0JCguiSgkePHuHZs2eoU6cOateuLdzAvGLFCsyYMQOpqakan+Dj4eEBHx8f4dT79OnTkZCQgOLiYkyaNKnc6Wmia91ru0n6Za0vXZW3vQFAx44dsWzZMgAlRxirV6+OwsJCfPDBByo7h8plmj59OrZv347ExERs3rwZffv2RWFhofCEo4CAAFHwXp62XRZ/f3+4ubkhLS0NADBhwgRMnToVOTk5Wo9UL1myBE5OTujRowcsLCywadMmpKWlwcfHB+++++4L5VPTdHPnzgVQch9ZUFCQaB57e3v4+fnhgw8+wIABAzSmXZHtRpuioiLRd11vQi5vv6FLfWvbvqdOnVop9adOREQENm7ciL179yIvLw9NmzbFoEGD4OTkhCdPniAhIQHr1q0TAp2UlBQEBgZizJgxaNGiBWrUqIEHDx5g06ZNWLJkCWxsbLB69WpR4ODm5oZjx45hwIABuHDhAmbMmIHr168jIiICrq6uePz4MbZv344FCxYAKHm4xLJly1C3bl1RXqVSqco9OJcvXxbdmyiVSpGTk4N79+7h0KFDOp1BWbx4Mby8vPD5558jOzsbrVq1wpAhQxAeHg5XV1cUFhYiMTER27dvx549e8oMfPPz80X39kilUhQUFIgeJFBWuY4fP6727Fhubi5OnjyJzp07l1kuxhjTSE+P+9Vo5syZojcml/4YGhqSra0tNWjQgEaPHq323RPKNL0H5NGjRzRq1Ciyt7cnIyMjcnJyop49e9LHH38sTG9kZETh4eH04MEDsre3V3nG/I4dOyg2NpYsLS1F42xsbCg2NpaISOVFaOo+JiYmdO3aNSFv165do4iICHJ1dSUjIyOytrampk2b0uLFi8v1JvSYmBjq1asXOTg4kIGBARkYGFD9+vVFdQKA6tWrR0REV65cobCwMLK0tCQTExPy8vKi0aNH0zvvvCNMa2lpSV988YWwjMTERAoPDycLCwsyNTWlwMBA+vTTTyucXml79uxRebu2ra0t3bt3j7766ivRuz4AUOPGjYmIqHHjxirtZvbs2bR8+XKVN2pbW1vT0aNHy72+vvjiC+Hlb4qPubk5NWzYUKUc5WlvCs+ePaMPPvhAmMfDw4MiIiLo7NmzZGtrK1qusbExzZ07V5j38ePHNGXKFPL19SVTU1MyNzengIAAioyMpKdPn+pUv4sWLRK9iBBQfYO5OtHR0dSyZUvhreBubm40adIkmjlzpigtPz8/IiI6duwYvfvuu8Kb542Njcnb25smTJhADx48ICLSut5mzpyp0g6aNWtGREQRERGi4RKJhAYPHkxERIsXLy5zXQPid8ioUxntfPXq1cKb50t/qlevrvK+HnV07Td0qW8Fbdt3eepv//795OjoqLJNent7U1xcnEpZiouL6aeffqKmTZuSjY0NGRkZkbOzM3Xu3Jn++OMPksvlRFTyJvYpU6ZQu3btqFatWmRubk6GhoZkY2NDwcHBNH36dJX3gCiTyWS0a9cuGjRoEPn7+5O1tbXo5aYAqE+fPsLylEVGRqq83V2Xz/Dhw8tclwqZmZn09ddfU6dOncjFxYXMzMzI2NiYbG1tqWHDhtS3b1/67rvv6MqVK2rn37Vrl+hFuaW3BUdHRzp48GCllKusN8ozxpg2EqKX9KzNKtKmTRscP34cADB06NAyr6etbBkZGWjWrBmISHQ9skwmw8WLF5GVlQUA+OabbzBlyhS95o2p4vX131FcXIwePXrg6NGjaNOmjTCciJCcnCwc+Q8LC1N7o/N/3b+1/uLi4tCyZUvhsi4DAwOsW7dO9NQvxhhjleuVuASrMik/AUr5ZVn6cO3aNbRr1w5FRUW4fPmyyg3MycnJwiMdX+Ubs/8reH39d+Tl5aFDhw44e/Ys9u/fj7feeks0XiaTwcvLC3fu3OF1rca/uf6CgoKwadMmdO/eHcXFxZDL5YiIiEBmZibGjRv3QveAMMYYU+9f0bN26dIFMpkM+fn5ovsd9H2N6tKlS3H//n34+PiofXqSIm+GhoYIDw/Xa96YKl5f/x2HDx/G2bNnIZFIRC/mU8jKyhKu4+/evbu+s/fK+7fXX1hYGA4ePAg3NzcAJfdETJw4EY6OjvwCPsYYewn+FZdgWVpaIjIyErdu3cLSpUsBAAMGDMDatWv1mo+DBw8iLCwMcrkcw4cPxzvvvANra2s8efIEhw4dwu+//46ioiL8+OOPGDt2rF7zxlTx+vrvuH//Pho0aICsrCy0adMG77//PlxcXJCXl4eoqCgsXboUaWlpGDhwIFauXPnaHcV/2f4r9SeVSnHo0CEkJSUhLy8Pbm5uaN68ueiFpYwxxl7cvyIACQwMREpKCszNzeHj44MBAwZgwoQJVfIjGB0djV9//RVnzpxBWloaioqKYGFhgdq1a6N169YYM2aMypNVWNXh9fXfkZ6ejgULFuDQoUO4efMmnj9/DjMzMzg7O6NJkyYYNmwYOnbsWNXZfGVx/THGGKss/4oAhDHGGGOMMfZ6+FfcA8IYY4wxxhh7PXAAwhhjjDHGGNMbDkAYY4wxxhhjesMBCGOMMcYYY0xvOABhjDHGGGOM6Q0HIIwxxhhjjDG94QCEMcYYY4wxpjccgDDGGGOMMcb0hgMQxhhjjDHGmN5wAMIYY4wxxhjTGw5AGGOMMcYYY3rDAQhjjDHGGGNMbzgAYYwxxhhjjOkNByCMMcYYY4wxveEAhDHGGGOMMaY3HIAwxhhjjDHG9IYDEMYYY4wxxpjecADCGGOMMcYY0xsOQBhjjDHGGGN6wwEIY4wxxhhjTG84AGGMMcYYY4zpDQcgjDHGGGOMMb3hAIQxxhhjjDGmNxyAMMYYY4wxxvSGAxDGGGOMMcaY3nAAwhhjjDHGGNMbDkAYY4wxxhhjevNKBCAzZ86EmZmZ1mlu376NkJAQmJmZ4ccff0SvXr3QoUMHPeWwYsaNG4d69epVdTYAAG5ubpg5c2ZVZ+M/6Z133oFEIhF9atasifbt2+PEiRNVnb0XdvPmTYwcORKenp4wNTWFpaUlmjdvjnXr1qlMS0RYtWoVQkNDUaNGDZiZmaFOnTqYOHEi7t27J5o2NjYWEokE27dvL3eezpw5gx49esDBwQFmZmbw9PTEsGHDcO3aNWEaNzc3lfVS+nP9+nUhH9o+V65cKX/F/csdOnQIXl5eMDU1xcWLF6s6O5WmXr16GDduXFVng2lhb2+POXPm6H25P/74o6hfMDU1hYeHBwYOHIjz58+Lpr1y5QokEglOnTql93xWlocPH0IikWDLli1VnRWdVOV+4y+//AIjI6MqWfar6rWpjRUrViAhIQEHDx6En58fAgMDUVhYWNXZeiX8+uuviI6Oxh9//FHVWSlT7969ER4ejqFDh1Z1VvTK29sby5YtE75nZGRg0aJFaNu2Lc6dO4c333yz0palzzrOzMxEaGgo3N3dMW/ePHh6euLp06dYuXIlBg4ciKKiIiEfRIR+/fph8+bN6N+/P8aMGQMrKyvEx8fj559/xvr163H48GE0aNDghfK0ZMkSjB49GiEhIfjqq6/g5OSExMRELFy4EFu2bMHu3bsRGhqKDRs2oKCgAEDJD2n//v3xySefoFOnTkJatWrVQlJSEgDg888/R/PmzdUus3bt2i+U51dJZfUnc+bMga2tLf7880/4+vpWUu5eTw4ODoiKioKnp+dLW8bVq1cRHh6O1NTUcs33uvXJupRz3rx5qF+/vh5zJbZr1y5YWlqiqKgIN27cwJo1a9C8eXPMmzcPH374IQDA1dUVv/32G+rUqVNl+awKFW2nleH999/X235j6X60bdu2WLhwoV6W/bp4bQKQx48fw8PDA61btwYAdOzYsYpz9Op4nY4uXrx4EeHh4VWdDb2ztLREmzZtRMPeffdd1KlTBwsWLMCaNWsqbVn6rOMtW7YgPT0dcXFxsLW1FYa3b98eeXl5OHnypLBjs2jRImzatAmrVq3CoEGDhGnDw8MxYsQING/eHH379sWVK1dgaGhYofwkJSVh/PjxGDBgAFatWgUDg5KTvF26dMGoUaMQGhqK999/HwkJCWjZsqUwX1paGgAgICBA4xGyBg0avPJnXStDZfUnjx8/RmhoKBo1alQp6b2u7ty5g6ysrJe+nIqut9etT9alnEOGDNFDTjRr2bIlqlevLnwfPXo0Jk+ejEmTJiEkJATNmjVDjRo1MHr06CrMZdWoyv0Vfe43li5nYGAgAgMD9bb81wK9AiIjI8nU1FTj+BYtWhAA4fP1119Tz549qX379sI06enpFB4eTubm5uTs7EzffvstRUZGUt26dYmIKDo6mgBQdHS0KG1vb2+aPHkyERFduXKFANDOnTspICCA3nzzTSIiKi4uplmzZpGfnx+ZmZmRj48PLVy4UJROeno6hYWFkZmZGTk6OtKsWbNo7NixFBgYqLXsy5Yto7p165KJiQnZ2trSgAED6P79+8L48PBwCg8PF82zevVqAkA5OTkUGhoqqpuYmBi1y3F1daXPPvuMPv/8c3J0dCRTU1MKCwujzMxMYZq7d+9Snz59qEaNGmRiYkL16tWj1atXExHR9evXCQCdOHFCmH79+vUEQFQX165dIwAUFRWlkgflfNrY2OhcB6V99913ZGFhIRp29+5dAkC7du0iIqKioiKaPHkyubu7k6mpKbm5udFHH31EhYWFwjwXL16kTp06kZ2dHVlZWdG7775LqampGpdLVNKOOnToQHZ2dmRhYUFvvvkmHTp0SOs83bt3p6CgILXjwsLCKCQkRFQOTetAYenSpRQYGEjm5uZkZ2dHPXr0oLt37xKR+jouLi6mcePGka2tLVlZWdGwYcNo+/btBEBY//b29jR//nwKCwsjU1NTevr0KRGVrOPGjRuThYUFOTo60ocffkh5eXlCXn744QeSSCSUkZGhtQ6IiPz8/KhDhw4ax2/bto0A0O7du4mIKCYmhgDQtm3bykxb4cMPPyQzMzN6/Pix2vEpKSl07949leGK9vP777+rjKtIPpStW7eOGjVqRJaWlmRnZ0ddu3allJQUYbwubbU0a2trmjt3Lg0dOpRq1qxJ5ubm1L17d8rKyhKmKautquvvdO1PCgoK6OOPPyY3NzcyNjamWrVq0YwZM6i4uJiKi4tFaQCgs2fPqk2nrDwuXLiQatasSefOnaMmTZqQtbU11a5dm5YvX661zi0sLOi7774TDRs+fDgFBwcTEdGlS5cIAG3fvp3atGlD1tbWZGdnR5MnTyaZTCbMc+rUKQoKCiITExPy9fWlLVu2UGBgII0dO1anMhw9elRUD927dyci3X5TSrtz5w717t2bHBwcyMzMjOrWrUuLFy8mIqJZs2aJljN//nyd6ldTn1zWdu/g4EDz58+nkSNHkp2dHVWvXp0mT55MmZmZ1K1bN6pRowa5u7urbE9lpdunTx/q3bs3rVixgnx9fcnS0pLeeOMNof1oKmdpdnZ2NHv2bCKqeBvKzMykQYMGkYuLi7COFixYoHWe+fPnEwB68uSJyriioiJyc3Ojnj17EhHR5cuXCQCdPHlSmKasvqKs+iHSrb/Xtv1qs2jRInJ3dyczMzNq3rw5HTt2jADQ5s2biYhIKpXSp59+St7e3mRmZkaurq70wQcf0PPnz4mo4u1UnYq0wfLuN2raJyyrnOr60Z9//pkMDQ2FZeuyDhwcHGjBggU0efJkcnV1JWtra+rSpYtOv7evg9ciAHn69CkNHz6c/P39KSsri/Ly8lQaUufOncnFxYUOHjxIcXFx1KVLF6pTp44QAOgSgCQlJREAeuONN2jFihUUHx9PRCU7NdWqVaOVK1dScnIy/fbbb2RiYkLLli0T0mnfvj25u7vTkSNHKCEhgcaOHUtOTk5aA5BVq1aRRCKhr776ihITE+nYsWPk7+9PwcHBJJfLiajsAOTp06cUHBxM/fr1o6ysLJJKpWqX5erqSn5+fjRu3Di6cOEC/fnnn2RjY0OjR48mIqLCwkLy9/enoKAgOn78OCUlJQmdxY4dO4iIyN3dnb7++mshzdGjR5O7uzv1799fGLZ48WKqUaOG6EdcIS0tjQDQzz//TI8ePdK5DkrTJQCZPXs2OTg40IEDB+jGjRu0Z88ecnFxoenTpxNRyY+5tbU1hYWFUXx8PEVHR1Pr1q2pTp06VFBQoHa5+fn5ZGdnR126dKGYmBi6evUqTZgwgSwsLCgtLU3tPETaAxB/f3/hB0mXdXDixAmSSCS0ZMkSSklJofPnz1Pr1q2pWbNmGuv422+/JWNjY1qyZAldv36dIiMjycfHhwAIO6wuLi5Ut25dmjJlCp05c4aKi4uFH61p06ZRcnIy7d27l9zc3CgiIkLIf0JCAhkaGlJQUBDt3LlTtDOhLCMjgwDQt99+q7Ge8vLyCAB9/PHHRFSxHf833niDWrRoofP0CroEIJs2baL8/HyVT1FRkcZ0o6KiSCKRUGRkJF27do2ioqKobdu2ovZQVltVx87OjmxtbemPP/4gmUxG169fJ3d3dxo4cCAR6dZW1fV3uvYn7733Htna2tKGDRsoJSWF1qxZQ1ZWVvTRRx8REVFWVhb5+/vT8OHDKSsrS+2OjS55XLp0KZmYmFB4eDjdvXuX5HI5zZo1i4yNjbVuc2UFIIqdP19fXzp//jzJZDLauXMnGRkZ0dKlS4mo5HfH1taW2rVrR3FxcRQdHU3t27cnW1tbIQApqwxFRUW0ceNGAkCXLl2i7OxsItLtN6W09u3bU4sWLSgqKopSUlJo4cKFZGhoSAcOHKDc3FyaMGECubu7U1ZWltA2y6pfdf2FLtu9q6srubm50a5du0gul9OiRYuEtnTmzBmSy+U0c+ZMMjc3Fw4G6JLuwIEDydnZmd5//316/vw55eXlUadOnYQdQnXlVEc5AKloGwoPDydvb286fvw4JSYm0vLly8nQ0FBrf6QtACEiGjVqFNnb2xORagCiS19RVv0Q6dbfl7X9qnPixAkCQJMmTaLExETau3cvBQcHiwKQ7777jkxMTGjDhg2UlJREBw8eJFdXV5o4cSIRqV9/Ff1drUgbLO9+o6Z9wrLKqa4fLR2A6LIOXF1dydXVlVasWEHFxcV09+5dcnZ2pjFjxmisl9fJaxGAEJHK2QTlhnT//n0yMDCgX3/9VRifnZ1N1atXL1cAkpycTACE70REz549IxMTE5o1a5ZovhEjRlCdOnWI6J9OXHn5crmcfH19tQYgDRs2FI6IKRw6dIgA0KlTp4io7ACEiCgkJISGDBmicTlEJQ25SZMmomERERHUqFEjIvrnx6H0Ec8WLVoIR62HDh0qyou/vz/Nnj2b3NzchGEDBw6kXr16qc1Dfn6+yk6eLnVQmi4BSJ8+fUQdDVHJ2ZnExEQiIpo2bRrZ2NiIfiju3LlDBgYGtGbNGrXLLSoqovj4eHr48KEwLDs7mwDQxo0b1c5D9E8Aojg6XFxcTGlpaTR16lQCQAcOHCAi3dbBwoULydzcXLTTe//+fTp//jwRqa/jwMBA6t27tyjN9u3bi36QXF1dhZ0zhaZNm1JoaKho2Jo1a0gikQhnXIiIdu/eTR4eHgSATExMqEWLFjR79mzRj8eFCxfKrCciIkdHR+rXrx8RVSwAcXR0pEGDBuk8vYIuAYimT+ntU9mzZ8/owoULoh3wnTt3io5GltVW1bGzs1OZ58svvyQzMzN6/vy5Tm1VXX9HVHZ/8vDhQzIyMlI5+hwZGUkWFhbCmZvSZwpK0yWPS5cuVekL7ty5QwBoz549GtPWNQBR7KQqdOzYkVq1akVERGvXriUAdPXqVWF8WloaSSQSoVy6lGHfvn0EgG7dukVEuv2mqOPg4KCS33Pnzglni6dOnUoeHh7COF3ypq6/0GW7d3V1pa5duwrjnz17RgBE6/vq1auis1+6pDtw4ECytrYWHchYtWoVAaDc3Fy15VSndABSkTaUnJxMN2/eFA174403tO78lRWAzJkzhwBQcXGxSgCiS1+hS/2U1d/ruv2WNnLkSHJychIdlFBsI4oAJCMjQ9hJV5g0aZIoQKpIO1WnIm2wvPuNmvpIXcpZuh9VDkB0XQeurq4qVw289957wpmY190r8RSsF5WcnAy5XI4WLVoIw6ysrCp8vXazZs2E/2NjY1FUVCS6MRUA2rRpg5SUFDx//lx4sk6TJk2E8RKJRPS9tOLiYsTHx6Np06ai4Y0bNxaWW9lK30Dr4OCAnJwcACXXK5qbmyMoKEglP4q8tG/fHmfOnAER4cGDB0hJScHo0aPx8OFD4YaykydP6nyd5cusg65du+LIkSPo168ftmzZgidPnsDf31+4Gfb8+fNo0qSJ6Dpdd3d3eHl5aVyusbExioqKMG7cONStWxfOzs7w8fEBUHK9uzZxcXEwNjYWPm5ubliyZAlWrFghtC1d1kG7du0gkUjQunVrLF26FKmpqXB0dNTY1ogISUlJom0DKLn/pDTldi+Xy3HhwgW17Z6IEBcXJwwLDw/HzZs3cfLkSUydOhUAMGvWLHh7e2Pz5s1CPgBAJpNprSegZNupKIlEAmNj4wrPr80333yDs2fPqnzmzZuncR5ra2vcunULnTt3hpeXF5ycnITr0xVtpqy2qskbb7wh+h4YGIiCggKkp6eXq60qr3ddxMXFQSqVqt1uc3NzkZycrFM65cmj8oMJatSoAQB48uRJufKtjro6TElJAQAkJCTAwsICAQEBwnhXV1e4urpWqAwKuvymqNO1a1d8/fXXmDx5Mo4cOYKioiKEhITA0dFR7fQVyVt5tns/Pz/hf2trawCAv7+/yrBnz56VK906derA3Nxc+F5Z67u8bcjS0hILFixAUFAQXFxc4OTkhMuXL5fZ12sjlUphYGAg3JumTJe+AtBeP7r09xXdfhMSEhAcHCy6Py8kJEQ0jb29Pfbt24emTZvC3d0dTk5OWLx4sdY6e5Hf1fK0wdLKs99Yuo+sSDmVlWcdlH4oS40aNSql73sV/CsCkEePHgEoaTzK7OzsKpSejY2N8H92djaAkicYmJmZCZ9hw4YBAO7fvy/sxCt3CkBJB6ZJbm4u5HK5sIEoKMqgSLMyWVhYiL5LJBJhxzA7OxuWlpYqO39WVlZCXjp06IAnT54gISEBx48fR1BQEOzt7fHmm2/i5MmTSE1NxZ07d3QOQF5mHURERGDHjh148uQJBg0aBAcHB/Tq1QsPHjwQynvkyBHROjUzM8ONGzeQkZGhNs3k5GS0a9cOBQUFWLNmDS5duqTzDXW+vr6Ijo4WPlevXkVmZqbQjhR5Kmsd+Pn54ezZs/D29sa0adNQu3ZtNG3aFFFRUWqXm52djeLiYp22DeV2n5eXB6lUilmzZonqx9vbGwBU6sjAwAAtW7bEF198gVOnTuHGjRsICAjAqFGjUFRUBDc3NwDQ+uSTgoICPHjwALVq1dI4TVnc3d113gEuL19fXzRt2lTlo/wjWNrGjRvRu3dvhISEYN++fYiNjcXixYtF05TVVjUp3b8otu+nT5+Wq60qr3ddKPrEF91uy5PH0n0r8E9Q+yLU1eHTp08BlJRD3XKV56lIn6DLb4o6v/32G7766iucOHECHTt2RM2aNTFt2jRIpVK101ckb+XZ7k1NTVXmV/c4fSIqV7rq6lyRzosoTxsqLi7GW2+9hUOHDmHevHmIisXr2CcAACAASURBVIpCbGzsCz9QISkpCW5ubmoDEF36Ck3lUJRFl/6+otuvuu2h9PYzfvx4zJ49G+PGjcOJEycQGxuLkSNHqk1P4UV+V8vTBksrz35j6T6yIuVUVp518LL6vlfBa/MULG0UDS4vL080XDka1XRUNT8/X2vaioa3Zs0atY/1c3d3x82bNwGoRtmKHzJ1LCwsYGhoKDREBcV3xXKVgwRd81wRNjY2yMnJARGJ6io7O1vIi5OTEwICAnD69GnExcWhVatWAEqe+HHq1CkQEby9vXV+JKmudVCaunWprk66deuGbt26ITc3F3v27MGHH36IESNGYOfOnbCxsUHLli3VdvClOySFjRs3QiqVYv369UKbu3PnjvZC/s3c3Fw4s6OJLusAKDkismbNGshkMpw6dQqRkZEIDw8XnuSkTNFBa9s21KlWrRqMjY0xceJEDB8+XGW84qhrTk4O8vLyVI7Cenp6YtKkSRg0aBBSU1Ph6+sLHx8fbNmyBdOnT1e7zKNHj4KI0K5dO61506Z169aYP38+rl69qvaJI1evXsWhQ4cwduzYl3amRNnSpUvRrl07zJ49WxhW3raqSekdBcV2U6NGjRdqq2VRtMXybrelvcw86tpHqKtDxRFlCwsLlTIC4n69ImXQ5TdFHcX2OHHiRGRmZmLVqlWIjIyEg4MDJk2apDJ9RfKm63ZfXi8r3Zfl/PnziI+Px4kTJ4TfOQDIysqq8CO3nz9/jr1796JXr15qx+vaV2ijS39f0e3XwsJC6z6OTCbDihUrMHPmTERERAjD1Z19UPYy+wFtdNlvVKei5VRWWX3o6+5fcQZEcbpO+ShwTk4ODh8+LHxXRJrKG8yDBw80Hu1WCAoKgqmpKR48eAB/f3/hY2dnh5o1a8LU1FQ4Aqp86U5xcTGOHTumMV1jY2MEBQXh9OnTouFnz54FAOG9ENbW1iqBjPLpaoUXjYgbN26MgoICXLp0SSU/yu+o6NChA06fPo3jx48Lj0Ru2bIlTpw4ofPlV4q86loHpVlbWyMvLw/FxcXCsNJ1smPHDuFou4WFBfr06YORI0fi8uXLAEoul0tOToa3t7dovRoYGMDZ2VntcgsKCmBhYSE6wqJ4fG5lHJHQZR2cP39eqB9DQ0OEhoZi9uzZePjwoejIqSI/ZmZmcHd3VzlDsm3bNq15MTAwQHBwMFJTU0X14+XlBRMTE2EnrXnz5ujXrx/kcrlKGteuXYOBgQFq1qwJoOTFnJcuXVL7fomcnBxMnz4dgYGBL/So2zFjxsDY2BgTJkxQed57dnY2hgwZgiVLllQ4/fIqKChQOaK2du1aAP+so7LaqibHjx8Xfb9w4QIsLCzg7u7+wm1V2zRBQUEwMjJSu93a2NgI/XFZXub2pK7fjI+PV5lOXR0qLuHw8/NDUVEREhIShPGXL18WbWflKYPiuy6/KaU9e/YMa9euFfo8R0dHfPLJJ2jWrJmonSgvsyJ503W7L6/KTvdlHwFWvB9Ieds9e/Ysbt26VaFly+VyfPDBB8jNzRXeA6JumWX1FWXRpb+v6Pbr5+eH+Ph4UV9/6NAh4X+ZTAapVCoqQ05ODnbu3KmxvQEv/3dVE132G9WpaDmVVVYf+rr7VwQgXl5eeOONN/Dll1/i7NmzuH79OgYNGgQnJydhmlq1asHe3h6rVq2CVCrF06dPMX78eNG7C9SxtrbGqFGjMGvWLGzcuBG3bt3CsWPH0LFjR+H6TA8PDzRr1gxff/01Dh48iNjYWIwaNQomJiZa0/7444+xZ88e/PDDD7h9+zaOHj2KiRMnIjQ0VDhaHhwcjOjoaMTHx4OIsH//fuzfv1+UTo0aNRATE4PY2FjhtGJ5hYWFISAgACNHjkR0dDRu3ryJGTNm4MKFC6Kja+3bt8dff/2Fa9euCe9RaN68OZKTk3Hw4EGtAYiZmRnMzc1x/PhxxMbGori4WKc6KC04OBhEhBUrVgAAEhMT8euvv4qm+fHHH9G3b1+cOHFCWGebNm1CaGgogJLnsj9//hxDhw5FbGwskpOTMWfOHAQGBmq8nCkkJARZWVn4/fffkZGRgYULFyIqKgoODg6Ii4tTe7S0PHRZB/v370f37t3x559/4ubNm4iNjcVPP/0ET09P1KpVS20d9+7dG5s3b8bGjRtx8+ZN/O9//0N6enqZ+fnkk0+wdetWzJ07F/9n777Dorjav4F/F2FZ6kpblipFBERFwQ5qEPWxEE3EiIrGaNTYoyb2golGYxKTKHYTWyxYnkRU7A1BjYIRNIqIgpSICIqCoNT7/cMf87qwwNI1z/25Lq6LaafNOTNzdmbO3L17F1FRURgxYgQ8PDyEX46XLVuG8PBw9OzZE0FBQbh48SKOHTuGzz//HN9++y0mTJggXFxMnDgRvXv3xpgxYzBhwgScOHECFy9exMaNG+Hu7o6kpCTs3r27zOMJ169fF+p9yV/pC8cS9vb22LhxI0JDQ+Hu7o7AwEAEBwfjxx9/RJs2bZCcnIy9e/dW6+6HsnSU/JXcBS2tQ4cOOHXqFK5cuYLExERMmDAB5ubmAF5f7L58+bLSulqehw8fYvHixYiPj0dISAjWrVuHIUOGQCKR1KiuVnY8MTQ0xOjRo7F8+XIEBwcjKSkJO3bswNq1azFt2jSVv/Zbl+3J3d0dBw8exJMnT5Cfn4/ly5crzcuhQ4cQFBSEhIQE/PTTT7h8+bLwKJSPjw/09PQwefJkREREIDw8HBMnTlT4tV6VPJTU/5CQENy+fVulc0ppampqmDRpEsaNG4eoqCgkJCRgz549uHbtmlBPDAwM8OjRI4SFhSExMVGltCk7XqjS7qujtsItnc+64OrqColEgtWrVyM1NRUnT57E5MmT0atXL8TGxlb6eGR4eDjOnz+Ps2fP4tdff4WHhwd27dqFtWvXlvstCFWOFaqo7Hhf3fY7dOhQpKWlYcaMGbh58yZ+//13bN++XVguFovRunVrbN++HfHx8bhx4wZ8fHzQt29fPH36FLGxsSgsLKxWPa0Lqlw3KlOVfJZ3HK2tYygAjBkzBlOnTq1WGTS4Onq5vUpqOgoWEVFsbCx5enqSpqYm2dra0i+//ELjx49XGNnn6NGj1KxZM9LR0SEnJyf6/fffqVOnTsKwZyUjHpQef7qgoIAWLlxI1tbWpKGhQVZWVjRp0iR6/vy5sE5CQgJ5e3uTpqYmyWQyWrRokcJ40uX55ZdfyMnJiTQ0NMjExITGjBmjMIJGTk4O+fv7U+PGjcnIyIiGDRtG+/btIwBC/EePHhXGzz5+/LjSeCwsLGj+/PkK87744guyt7cXppOTk2nQoEEklUpJLBaTm5sbHTx4UGGb58+fk7q6epl8tWzZktTU1Mr9/kKJr776irS1tcnIyEjIZ2VloMyyZcvIzMyM9PX1ycPDQxipqGS42rS0NBo2bBiZmJiQWCwma2trmjhxovB9C6LXIzN5e3uTtrY26evrU+fOneno0aMVxjtz5kwyNjYmqVRKQ4cOpWfPnlFAQABJJBKaOHGi0m0qGoa3tMr2QUFBAc2bN49sbGxILBaTiYkJDRgwgG7fvi2sU7qMX7x4QcOGDSMdHR0yNjamzz//XBhJrWRYUGX1g+j1uPStWrVSiCsmJkZhnbCwMBo4cCBZWVmRhoYG6erqUvv27WndunVlhmPOz8+nFStWUPPmzUksFhMAMjMzo7Fjx1JiYqLCuhWNPlXZKDhXr14lX19fkslkpKmpSfb29jRp0iSF0btKlzuqOQoWlIymVOLJkyc0YMAA0tXVJTMzM1q8eDEVFRVRz549SVNTk3bv3q1SXS3NyMiIAgICaOrUqWRkZETa2trk5+enMDpOZXW1vOOdKseTvLw8+uKLL8jc3JzU1dXJ1taWli1bpjB0dmWjYKmSxpIRjN4cGSg7O5sAlPk+zpvi4uLI09OTdHR0yNLSkhYvXkxz5swRRv0rGYFo37591K9fP6G9LF26VCGc06dPk4uLC2loaJCDgwMdOHCAPDw8FEZCqiwPhYWF1KdPHxKLxeTl5UVEqp1TSrty5Qp1796dpFKp8B2QH374QViemJhITk5OJBaLadGiRSqljUj5Mbmydq/seAFAGMKY6P+3qWPHjgnzKgvX39+/zDDahw8fJgBC21WWz9KUjYJV1Tq0Z88esrGxIS0tLerSpQvduHGDjh07Rvr6+uWOblkyClbJn0gkIiMjIxowYABdunRJYd3So2CpcqxQpXxUOd6r0n7Ly5+5uTlpampSp06dhGNjyWhVUVFR5O7uThKJhJycnOjAgQOUnJxMdnZ2pKenRwkJCdWup6VVpw5W9bqxvGOkKvksfRwtPQyvKvtAleu2Dh06lBkR8V0hIvp3vM2Sm5uL/Px8hVGNvL29YWhoKIzEw9j/ooKCAjx79kx4FAoAlixZgtWrV9fLF5rLk5qaCisrKwQEBGDhwoUNlo53kbGxMaZNm4YFCxY0dFLeSX///TdatmyJsLAw4U4uY/UpOjoarVu3xsWLF8uMUFkTb+vx/m3E140N61/xEjrw+nZ5WloaNm7cCFNTUxw5cgRnz57FkSNHGjppjDWo5cuX4/vvv8eWLVvg7u6OGzduYPXq1fjkk08aNF1mZmbw9/fHsmXLIJfL0aFDB1haWlb6WCRjjL3LUlNTcfjwYQAQHrOqLW/r8f5txNeNDetf0wHZs2cPpk+fjoEDByInJwdNmzbFtm3b0K9fv4ZOGmMNat68eXj16hW+/PJLpKWlwdLSEmPHjsWiRYsaOmlYs2YN1NTUMGfOHOTl5eHgwYM1egmdMcbednPnzsW+ffswfvx42NjY1GrYb/Px/m3D140N61/zCBZjjDHGGGPs7fevGAWLMcYYY4wx9m7gDghjjDHGGGOs3nAHhDHGGGOMMVZvuAPCGGOMMcYYqzfcAWGMMcYYY4zVG+6AMMYYY4wxxupNg3dAhg8fDpFIVOHfhg0bcO/ePYhEIpw+fbpB0vn3339DJBIhPDxcpfUHDRpUpe8ZNHT+lKlqHurLmjVroK5etU/YGBsbY+nSpXWUoppp0aIFJk+e3NDJqFWTJ09GixYthOn6KP+3sQ29i1RpX9VpgzVx6dIlDBw4EDKZDBKJBDY2Nhg1ahRiYmKEdSwtLSs9l9y5cwcA0Lhx4wrXW7NmTb3kq7Jj7PDhw+vtS+0ffPBBmXIwMTGBt7c3Lly4UC9pqEvx8fEYO3YsbGxsoKmpCV1dXXTu3Bm7d+8us+6LFy+wdOlSuLq6QkdHB7q6unBzc8N3332HV69eKaz7888/QyQS4dmzZ/WVlQq97eeT+qzTyshkMixfvrzWwmvo/LzLGvxDhHPnzlX4QufIkSPRokULzJw5U5jn7OyMly9f1lka1q5di4iICGzbtq3cdSwsLLB+/Xo0bdq0ztLxtvnss8+Ql5fX0Mkow8vLC+vWrWvoZLxzPvroI/Tr169Bvoi7cuVKtGzZst7jbSgymQxXr16t9Y+MvS3qsw1u2rQJ48ePR4cOHbBs2TLI5XLExsZi3bp1OHDgAI4cOYJu3bohKChIuDjMyMjA0KFDMXPmTPTq1UsIy9raWvh/4MCBmDBhgtI4nZyc6jZT/6f0MbYh2ygA2Nvb45dffhGmU1NTsWHDBnh5eeHPP/9Eu3btai2u+mwjaWlp6NatG6ysrLBy5UrY2Njg2bNn2L59O/z9/ZGfny+U+ePHj+Hl5YWkpCRMmDABX3/9NYqLi3H+/HksWrQIBw4cwOnTp6Gvr1/n6a4v//bj1Zt0dXWhq6tb7e0buo3+mzR4B8TFxQUuLi7CtJaWFszMzMr8KnTv3r06S8O1a9cqXcfAwADjx4+vszS8jXr27NnQSVCqdJ1hqrl27VqDfeF15MiRDRJvQ0hKSkJ6enpDJ6NO1VcbvHv3LqZMmYJhw4Zhx44dUFN7fdPex8cH48aNQ7du3fDZZ5/h9u3bCr9CpqSkAACaN29e7h0GKyurBr/DW/oY25BtFHh9cfbee+8pzPvwww/RtGlTrFq1Cjt37qyVeOq7jRw4cAD//PMPoqOjYWhoKMz39vZGbm4uwsLChAvKKVOmICUlBX/++adCHf/www8xdOhQdOvWDV9++SU2bdpUb+mvS/8Lx6s31bQD0tBt9N+kwR/BqqqcnBz4+/tDT08PUqkU06dPR1FRkbA8PT0dH3/8MaytraGtrY2OHTvi/Pnz5Yb33nvvYevWrdi+fTtEIhGioqKwdu1amJqa4tChQzA1NcXMmTOVPoK1fft2uLi4QEtLC82bN8fWrVvLjefRo0do0qQJ/P39UdHH52uaP2VpB4DCwkIsXrwYTk5O0NLSQrNmzbB+/foKy7r04wG//PILWrRoAW1tbRgbG8PX11c40Svj5+eHwYMHIzAwEDY2NtDW1ka/fv3w5MkTfPnllzA3N4eRkRGmTJmiUCZ79uyBm5sb9PT0YGxsjP79++P+/fvC8tKPf5iammL16tX48ssvYWlpCalUivfffx+PHj0qk6YzZ85AJBLh0qVLCvOjo6MhEolw4sQJpXnR1dXFDz/8oDBvzJgxaNu2LQAgJiYGIpEI586dwwcffABjY2OYmppiypQpCvvv4sWLaN26NTQ1NeHo6Ij//ve/ZeKq7j6uaP+IRCIkJCRg1KhRaNy4MQCgqKgIixYtQtOmTaGlpQVLS0tMmjQJOTk5Zfbh1q1b4ejoCD09Pbi7u+PPP/8U1nn48CH69u0LLS0tyOVyLF68uEye3nwEa/369ZDJZLhy5Qo6dOgAqVQKOzs7bNmyRWGbTZs2oUmTJtDS0oKXlxfu3LkDkUiEffv2Kd1HJSprQykpKfDz84OhoSE0NTXRsmVL4cJq48aN0NLSQn5+vrD++PHjIRKJFB732bBhA6RSKQoLCxXiPn/+PJo0aQIAsLW1xQcffAAAyMvLw8yZM2FlZQWxWIwmTZpg/vz5ZbYv7cqVK+jatSu0tbVhZWWFWbNmKfxifvHiRWG5rq4uunfvjoiICGF5ddugSCTCn3/+CXd3d0gkEtjZ2SlcfFanDVbnGLR+/XqoqakhMDBQ6HyU0NPTw/79+3Hu3Lkyy2pLcnIyBg8eDFNTU+E4X96FZ2xsLEQiEcLCwoR5QUFBEIlECvksqccREREKx1hlbRQA1NXV8ccff8DR0VGor5GRkRWmOzIyEj179oSxsTF0dXXRvn37aj+aKJFI0KpVK4UfAStqQwBQUFCAL7/8EtbW1pBIJLCyssKMGTOQn59fbht5+PAhfHx8oK2tDXNzc3z//fdYsGABmjdvLoRrYmKCn3/+GX379oVEIsHz58+Fcm7Xrh10dXUhl8sxffp0hacmStrzm+26xIEDB/Drr78CAP755x8cOHAAs2bNUtrB7tixIyZMmIDt27fj6dOn1SpPoPLzCQBIpVKsWLECo0aNgkwmg7a2Nj744ANkZGQI66hyPqmoLpS3L6rTVquisjqtSvzVrQtDhw4VHg+uSvsGqt9G67o831n0lrG3t6eRI0eWmR8XF0cAqHXr1hQYGEhRUVH03XffEQAKCgoiIqKioiJyd3enpk2b0pkzZ+j27ds0efJkkkgkdPPmTaXxPXv2jNzd3WnIkCGUnp5OhYWFtGnTJtLW1iZvb286evQoxcfH082bNwkAhYWFERHRgQMHqFGjRvTdd99RZGQk/fjjjyQSiWj//v1EROTr60ve3t5ERJSbm0vt27cnLy8vysvLU5qO2sqfsrQTEU2bNo20tbVp+/btFBcXR+vXryexWEy//PJLufvizTxcuHCBRCIRbdq0ie7du0dXrlyhrl27UqdOncrd3t/fn+RyOS1YsIDy8/Pp5s2bpK6uTk2bNqUNGzZQYWEhnTp1igDQsWPHiIjo6tWrJBKJaP78+RQTE0NXr14lLy8vcnV1FcINDAykRo0aCdMWFhZkYWFBW7ZsoYKCAkpOTiYzMzOaMGGCsI6RkREtWbKEiouLyc7OjsaPH6+Q1gULFpCFhQUVFRUpzYuOjg59//33CvM+/fRTcnd3V9h/rq6udOnSJSIiOn36NAGgvXv3EtHrumZoaEjdu3en6OhoioiIIG9vbzI0NKRJkyYRUfX3cWX7JyUlhQBQYGAgPXnyhIiIvv/+exKLxRQUFER3796lkydPkoWFBX3++ecK+9DMzIw+++wzevHiBeXm5lKvXr3I2dlZWMfb25usrKyE9E6aNInkcjm5uLiUKX8ios2bN5NYLKZ+/fpRcnIyFRcXU0BAAGloaFBKSopQDwDQlClTKCYmhnbs2EGtW7cmAEIbK02VNpSXl0dOTk7k6upKoaGhdPfuXQoICCAAFBwcTPfu3SMAdPnyZSFcJycnsrKyoo0bNwrzhg4dSgMGDCiThvz8fNq7dy8BoL/++ouysrKIiGj06NFkaGhIQUFBdO/ePdq5cyfp6enR9OnTleaFiCghIYH09PTok08+ocuXL9Pvv/9OxsbGQl2JjY0liURCQ4YMoejoaIqOjqb+/fuTnp4eJScnC/uvqm0wMDCQNDQ0qEOHDnTw4EGKiIggPz8/UlNTE+pgddpgdY5Bbm5u5OHhUe7y8iQnJxMA2rp1q9LlUqmUJk+eTC9fvizz9+rVK2E9b29v8vDwoKtXr9K9e/do3bp11KhRIzpx4oTScK2srGj58uXC9Pjx48nKyoqGDh0qzNu4cSMZGBhQUVGRwjFWWRv19/cnW1tb6tWrF4WFhVFYWBi1atVKof2V9vLlSzIyMiIfHx+6fv063bp1i6ZOnUo6OjpC+1JmwIABCsfZNzk5OZGvry8RVd6GiIiWLFlCMpmMTpw4Qffv36eQkBAyNzenuXPnlttG+vbtS+bm5nTy5EmKjo4mHx8fatq0qcJxxNzcnJydnWnWrFl06dIlKigooIMHDxIAmjNnDsXFxdHRo0fJ0tKShg8fLmx3+/ZtatSoEbm6utKhQ4coNzdXaT737NlDAOjq1avlltPRo0cJAB05coSIiH766ScCQJmZmeVuU1pl5xOi18dMQ0ND2rZtGxUVFdGdO3fIysqK/P39iUi180lldaG8fVGdtqoqVeq0KvFXty68qartu7pttC7L8132znVAZs2apTDf0tJSOIkfP36cANC5c+eE5UVFReTo6EhjxowpN84OHTooxLl582YCQIcPHxbmle6AdO7cWTggl5g1axb9/PPPRPT/L96Li4vJ19eXWrRoQc+ePSs3DbWVP2Vpf/78OYnFYgoICFAIe8yYMdS0adNy0/TmyXHdunWkpaVF+fn5wvJHjx7RlStXyt3e39+fjIyMFLZp06aNwgmFiMjExEQ4aT9//pwiIyOpoKBAWH7o0CECQGlpaUSk/OKnR48eCmGOHj2a2rVrJ0y/eQG8dOlSMjAwUOgMOjs709y5c8vNi6odkKVLlyqsY2dnRzNnziQiol27dhEAunXrlrA8JSWFRCKRcMKo7j6ubP+8fPmyzAVZamoq3bhxQyG9M2bMUDhw+vv7k76+vsIJe8eOHQSAcnJyhAPy2rVrheXFxcXUrFmzCjsgACg8PFxYnpSURAAoJCSEiIgmTZpEpqamVFhYKKyzZMkSlTogFbWhkhPU9evXFdbx8PAQ6pCNjY2wrx89ekTq6uq0aNEihZOYpaUlrVmzRmk6jh07RgAoISGBiIgyMjJIXV2dfvrpJ4X15s+fTzo6OuX+KDFv3jySyWQKZbBjxw6hHkybNo2MjY0V9nl2djZJJBKhHlanDQYGBirsC6LX7VJTU5PmzZsnrFOVNljdY5CpqSmNGDGi3OXlUaUDAkDpn46OjrCeTCYT6m2JP//8kx49eqQ03E8++YT69esnTDs5OdGSJUvI0tJSmOfv70+DBg0iIsVjrLI26u/vT1paWpSRkSHM++WXXwgAPX/+XGka8vPz6caNGwrbZGVlKfwYokxJB6SgoED4S0lJodmzZxMA4aJMlTY0ePBgIV8lYmJiKDY2lojKtpFHjx6RmpqawnEkKyuLGjdurFBXLSwsFC7SiYg6duxI3bp1U5i3c+dOEolEQkeciOjIkSPUpEkTAkBisZg8PDxoyZIlCp2yH374QeFco0xMTAwBoA0bNhBR3XZASpfhN998QxKJhF68eKHS+USVulB6X1S3raqqsjqtavw1qQslqtq+q9NG67o832Xv3CNYnTt3VpiWyWTIzs4G8PpxBU1NTXTr1k1Yrqamhi5duiAqKqrKcXXq1KncZdeuXSvzQt6KFSvw+eefK8ybM2cOLl68iGPHjkEqlVYaZ23l7820R0VFIT8/X+FlTOD142f37t3DixcvKk1X9+7dIRKJ0LVrV2zevBkPHjyAqakp2rdvX+F2tra20NDQEKb19fXLvOCpr68v3D7V19dHQkIC+vbtCzs7O8jlcuH9gYpuebdq1Uph2sDAAJmZmUrXHTVqFLKyshASEgIAuHXrFmJiYmrlpbKK0nH79m3o6OgoPFJgYWEBCwsLYbq6+7g6+8fY2BjHjh1Dx44dYWVlBblcjo0bN5Yp55JHtN7MEwBkZmYKjyW9GY9IJKq0XgCKZfVmmMDrx1Q6deqERo0aCet8+OGHlYYJVNyGrl27Bi0tLbi6uiqs07ZtW6F8vb29cfHiRQBAaGgo2rRpgx49egiP1sTHxyMlJUXld6Sio6NRWFiIjh07lokzJycHcXFxSreLjIyEm5ubQhmMGDECmzdvFvLi7u6u0L50dXXh6OioUFeq2gZLdOnSRWG5i4uLMIqUMhXV/eoeg0QikULaa5Ofnx8uX75c5u/cuXPCOu+//z6WL1+OL774AmfOnEF+fj46dOgAU1NTpWF6e3vj0qVLICI8fvwY9+7dw/jx45GRkYEHDx4AAMLCwqr0fp2joyOMjIyEaZlMBgBCnS5NQ0MD+fn5mDx5MpydnWFmZgYHBwcAFR9Dgdd1VUNDQ/iztLTEpk2bsGXLFmHf+NfgKwAAIABJREFUqdKG3n//fZw5cwZDhgzBgQMHkJmZCScnJzRr1kxpvHFxcSguLoaHh4cwT09PT+k7Om8e94qLixEZGam0XhERoqOjhXn9+vVDfHw8wsLCMHv2bABAQEAA7O3tsX//fgAQHkN885HN8ohEokrXqSk3NzeFaRcXF7x69Qr//POPSueT6tSF6rbVFy9e4NmzZ8JfcXFxufmqqE5XJf7q1oUSVW3fdZ2f/zXvXAdER0dHYVokEgkHjaysLOTl5UFLSwsSiUT427p1K1JTU6scV3kdhtzcXOTl5ZVJS2lXr17FypUrkZWVhdzcXJXirK38vZn2rKwsAK9Hrnlzu1GjRgGA0nclSnN0dMTly5dhb2+POXPmwNbWFh07dsTVq1cr3E5TU7PMPIlEUmZeSR737t2Ljz76CB06dMCxY8cQFRWFjRs3Vpq+Ny+QS4dZmrm5Ofr06YMdO3YAeP0McOfOncs9OVZFRenIzs5WuvzNF+Kqu4+rs3+mTJmCJUuWYPLkybhw4QKioqIwduxYlfJUkq+Si6DS66jykl9FZfXkyRPo6ekpLHvzAF+RytqQrq5umYsHPT09IS89evRQ6IB07doV7dq1Q2pqKpKTk3HhwgVYW1urXF9K2l/pUXNK8lfehWRmZmaFx5isrCylI/G8mReg6m0QeF1mpctfR0dH4f2g0iran9U9BllZWZXbQaspuVyOjh07lvl784el9evXY9myZbhw4QJ69uwJExMTzJkzp9x3d3r06IHMzEzcvn0boaGhcHV1hbGxMdq1a4ewsDA8ePAASUlJVeqAKKvPQPnHt7i4OHTv3h2vXr3Czp078ddff6k00AoANGvWDBEREcLfrVu3kJaWJuwnQLU2NHz4cAQHByMzMxMjRoyATCbDoEGD8PjxY6XxPnnyRAjjTcra/JvHvdzcXBQWFiIgIEChXtnb2wNAmWOmmpoaPD098fXXXyM8PBz3799H8+bNMW7cOOTn58PS0hIAhM6iMomJiQAUR1SrK6WPoyV14dmzZyqdT6pTF6rbVnv06AEDAwPhLykpqdw4KqrTVYm/JnUBqHr7ruv8/K9p8FGwapNUKoVEIsH169fLLHvzV8Sa0tbWhra2tlCxyiORSHDu3DmMHz8e/v7+uHTpUo1+zatu/koa6c6dO5UOhWplZaVS/K1atcLOnTtRVFSE8PBwzJ8/H/369UNKSorSi5zq2Lx5M7p3744lS5YI8+piCOYxY8bAz88P2dnZOHDgAKZOnVrh+sp+7apqunR0dJTWmTfHj69JHa5o/5RWVFSELVu2YMGCBRg+fLgwv/Sv4JUpOfCW3q6mY+JLJJIynfaavPRZQiqVIjs7G0SksE+zsrKEdtK9e3dkZGTg7t27OH/+PJYtWwaJRAJ3d3eEh4cLJ6uqxFkSx5tKpsv7ocPExKTCY4xUKlW6PCsrC+bm5iqnTxkiwsuXLxUucF68eCH8sldV1T0Gde3aFT/99BNu3bql9KXgW7du4dSpU5g0aVKd3CnR0NDA559/js8//xxpaWnYsWMH5s+fD5lMhhkzZpRZXy6Xo3nz5rh48SKio6OFu0ienp4IDw8HEcHe3h62tra1ntYSe/fuRWFhIfbs2SN0NCu6GHyTlpaWwovQyqjShgCgf//+6N+/P3JychASEoJp06ZhzJgxOHToUJkwS9JZ1Tavra0t7KNPP/20zPKSX7Kzs7ORm5tb5pdtGxsbzJgxAyNGjMCDBw/g6ekJNTU17N+/v9wnIM6ePQuJRFLhExKVUfV8UvrHiZL2bmBgoNL5pDp1obptddOmTQrpMTMzqzCe2o5f1brwpqq27+qoreuvf6N37g5IRdq3b49Xr16hqKgITk5Owl/JCD8VKe/XpPK0adMGoaGhCvOmTZum8AhWq1at4O7ujp07d+LWrVtKRweqiurmz9XVFZqamnj8+LHCdkZGRjAxMVGp83DlyhVcvnwZwOsL4W7dumHJkiXIyMio1R78q1evyvzqtWvXLgBV30cV6devHwwNDfHtt9/i/v378PPzq3B9fX39MhfVN27cqFKcjo6OyM/Px+3bt4V5N2/eVCi/6u5jVffPm48YFBYWKpR1dnY2Dh06VKVydnR0BACFR34KCgoqHHlOFQ4ODoiIiFBIyx9//FGjMIHXj4m8evUKf/31l8L8y5cvC798y2QytGzZEgcPHsSdO3eE4V09PT1x4cIFlR+hKUm7q6sr1NXVhbsqb8YplUqFRyJKa9OmDa5cuaLw4bPffvsNXbt2RXFxMdq2bYvIyEiFkX2ePXuGO3fu1Mr3Gt4c8e/Fixe4c+dOtYfere4xaMKECdDQ0MDUqVPLfJMoKysLI0eOrLPhUJ8/f45du3ahoKAAAIQR5zp16oSbN2+Wu13JHbSSu2dA1epOTY9zr169go6OjsJdrpIRqmrjGKpKGwoODhbuIujo6GDw4MEYO3ZsmXIrSU9JG3jzjm12dnalI3epqanB3d0dDx48UKhXdnZ2EIvFwqOdnTt3xpAhQ5Q+FhQTEwM1NTWYmJjA0tISAwYMwIYNGxSO0yVu376NdevW4ZNPPlHpkeryqHo+KX2NERkZCR0dHVhZWal0PqlKXXjzeFWdttqqVSt4enoKf9X9UbK68ataF0pUt30DVWtHtXH99W/1r+qA9OjRA23atMHw4cMRGhqKBw8eYM+ePWjTpg3Wrl1b7nYGBga4fv06oqKihFvBlZk+fTpOnjyJgIAAREZGIjAwEGvWrCnznDfw+iLtu+++w4oVK1T+knpt5k9fXx/jxo1DQEAA9u7di4SEBJw/fx49e/ZU+fsMx48fx4ABA/Df//4X8fHxiIqKwurVq2FjY1Ort6I7dOiAU6dO4cqVK0hMTMSECROEX3MjIyNr7W6Iuro6Ro4cie+++w4DBw6s9KNS7u7uOHjwIJ48eYL8/HwsX75c5bpSwsfHB3p6epg8eTIiIiIQHh6OiRMnKvwyU919XNn+kUgk0NLSQmhoKKKioiASidC6dWts374d8fHxuHHjBnx8fNC3b188ffoUsbGxKt2GbtKkCTp16oTly5fj5MmTiIqKwrhx4yAWi6tUNqV99NFHSEpKwqJFi5CQkIA9e/Yo/eW0qvr06YPmzZtj7NixiIiIQHx8PObNm4fIyEiFX7y8vb2xZs0aODs7C500T09PHD16FPHx8fD29i43jpITXUhICG7fvg1DQ0OMHj0ay5cvR3BwMJKSkrBjxw6sXbsW06ZNK/eL4p999hkKCgqEu6fBwcGYNWsWnJ2doaamhokTJyI3Nxeffvop7t69i5s3b2LYsGHQ19ev8XdXNDQ0sHTpUuExlZIhVIcOHVqt8Kp7DLK3t8fGjRsRGhoKd3d3BAYGIjg4GD/++CPatGmD5ORk7N27t1p3PxITE3H8+HGlf5GRkVBTU8OkSZMwbtw4REVFCfXw2rVrCu9olebt7Y2zZ88iJiZG6Lx27twZcXFxOHnyZLkdkNJttOTCqKo6dOiA9PR04bHNdevW4erVq5DJZIiOjq70zn1lVGlDP//8M/z8/HDhwgVhX+/bt08ot9JtxM7ODm5ubvjmm29w+fJl3LlzByNGjIBcLq80PTNnzsTvv/+Ob7/9Fnfv3kVUVBRGjBgBDw8P4Q7CsmXLEB4ejp49eyIoKEh4L/Pzzz/Ht99+iwkTJghpCgwMhEwmg4eHB5YtW4bQ0FCcP38eX3/9NTp37gwHBwesWLGiTDrOnDlTph6VdyGr6vnk4cOHWLx4MeLj4xESEoJ169ZhyJAhkEgkKp1PVKkLpfdFbVwv1ERN4lelLpSoTvuuThtt6PJ8q9X5a+5VVNkoWKdOnVKY7+7uTp9++qkwnZaWRiNGjCAjIyOSSCTk7OxMP/74Y4VxHj16lIyMjEhHR4eOHz8ujNLz5khMpUfBIiJav349NW3alDQ1NalZs2a0bt06Ydmbo5sQvR4Z6D//+Q/Z2NgoHb2ktvKnLO1ERAUFBbRw4UKytrYmDQ0NsrKyokmTJpU7kkrpPBQUFNC8efPIxsaGxGIxmZiY0IABA+j27dvlbu/v719mCM1u3boJwwiWsLe3p9mzZxMR0ZMnT2jAgAGkq6tLZmZmtHjxYioqKqKePXuSpqYm7d69W+kIPPPnz1cI84svviB7e3th+s1RmEqUDPV65syZcvNQIi4ujjw9PUlHR4csLS1p8eLFNGfOHGrTpo2wXJX9d/r0aXJxcSENDQ1ycHCgAwcOkIeHh8JwpdXZx6rsn6+++oq0tbXJyMiIMjMzKSoqitzd3UkikZCTkxMdOHCAkpOTyc7OjvT09CghIUHpPjx8+DABEEYVSUhIIG9vb9LU1CSZTEaLFi2i+fPnK4ympWwUrDfTn52dTQDot99+E+YtXbqUZDIZ6erqCsNIotToX6X3kSr7IDk5mQYNGkRSqZTEYjG5ubnRwYMHFbYJCQkhAAr7JSMjg0QikbDPy1NYWEh9+vQhsVhMXl5eRPR66NIvvviCzM3NSV1dnWxtbWnZsmVUXFxcYVihoaHUvn17kkgkwhDJOTk5wvLw8HDy8PAgiURCurq61Lt3b/r777+F5dVpgz/++CMZGhpSeHg4tW7dmsRiMdnZ2dG+ffuE9avTBqtzDCpx9epV8vX1JZlMRpqammRvb0+TJk1SOrINUc1GwQIgHPeuXLlC3bt3J6lUKrTFH374ocK0Pn/+nNTV1csMlduyZUtSU1Ojp0+fCvNKnydKt1FV2p8yM2fOJGNjY5JKpTR06FB69uwZBQQEkEQioYkTJyrdpqJheEurrA2lpaXRsGHDyMTEhMRiMVlbW9PEiROFkSCVtZHY2Fjy9PQkTU1NsrW1pV9++YXGjx+vMNKRsnpGRLR7925q1aqVwrEvJiZGYZ2wsDAaOHAgWVlZkYaGBunq6lL79u1p3bp1ZYZfT09Pp4kTJ5KlpSWpqakRAHJ2dqbFixeXGcK3ZBQsZX/KrmWIKj+fEL0+ZgYEBNDUqVPJyMiItLW1yc/PTyF+Vc4nldUFZfuiJm21MqrUaVXir0ldKFGd9l2dNlqX5fkuExHV4nMtjL1DZs+ejZCQEPz9998NnRRWChEhLS1N4RfQsLAwdO3aFX///Xe9fIWbMVZ/cnNzkZ+fr/CBN29vbxgaGgqjVDWEffv2CXdz3hwZrq4ZGxtj2rRpWLBgQb3FyVh9+le9hM6YKmJjY3Hq1CmsXLmyVt4rYLXvwoULeO+99/D1119jyJAhSE9Px4wZM9C+fXuFYScZY/8OPj4+SEtLw8aNG2FqaoojR47g7NmzOHLkSIOma8CAAXBwcMDIkSMRGBgICwsLtGjRotxHJxljqvlXvQPCmCratm2Lb7/9Fj/99BPef//9hk4OU6Jbt27YsWMH9u/fD1dXV3z00UdwcHDA77//Xi/j7zPG6teePXvg6uqKgQMHonXr1ti2bRu2bduGfv36NWi6NDU1ceTIEdja2mLw4MHw9vauk5EZGftfw49gMcYYY4wxxuoN3wFhjDHGGGOM1RvugDDGGGOMMcbqDXdAGGOMMcYYY/WGOyCMMcYYY4yxesMdEMYYY4wxxli94Q4IY4wxxhhjrN5wB6QOFRUVYfDgwdDV1cXAgQPrNK579+5BJBLh9OnTdRoPY4wxxhhjNfGv6oB89NFH2LZtmzB969Yt2NjYNFh6Lly4gP3792PlypVYuXJlrYcvk8nw4MGDdyZcxhhjjDHG/lUdkGvXrlU4Xd+ePn0KAPD19YWtrW2thp2UlIT09PRaDbMuw2WMMcYYYwx4SzogUqkUK1aswKhRoyCTyaCtrY0PPvgAGRkZwjqPHz/Gxx9/DAsLC2hpaaFZs2ZYvXq1sFwkEiEhIQGjRo1C48aNsXjxYowcORKJiYkQiUT4+eefAQDp6en4+OOPYW1tDW1tbXTs2BHnz58Xwlm7di1MTU1x6NAhmJqaYubMmQAAU1NTrF69Gl9++SUsLS0hlUrx/vvv49GjR0rztGDBAgwaNAgAYGJigt69ewMAUlJS4OfnB0NDQ2hqaqJly5bYuXNnpfG/6fz582jSpAkAwNbWFh988IGwLCcnB/7+/tDT04NUKsX06dNRVFQkLI+MjETPnj1hbGwMXV1dtG/fXnhsq7xw58yZA3V19Yp3ImOMMcYYY6qgt4CRkREZGhrStm3bqKioiO7cuUNWVlbk7+8vrNOvXz+yt7en0NBQio2NpV9//ZUaNWpEf/zxBxERpaSkEAAKDAykJ0+eUE5ODk2dOpWsrKwoPT2dXr58SUVFReTu7k5NmzalM2fO0O3bt2ny5MkkkUjo5s2bRES0adMm0tbWJm9vbzp69CjFx8cTEZGFhQVZWFjQli1bqKCggJKTk8nMzIwmTJigNE85OTm0ZcsWAkCxsbH0/PlzysvLIycnJ3J1daXQ0FC6e/cuBQQEEAAKDg6uMP435efn0969ewkA/fXXX5SVlUVxcXEEgFq3bk2BgYEUFRVF3333HQGgoKAgIiJ6+fIlGRkZkY+PD12/fp1u3bpFU6dOJR0dHUpJSVEaLhHRtm3bqH///rW0txljjDHG2P+yt6YD4u3trTDvm2++IYlEQi9evCAiori4uDIX425ubkIH4OXLlwSAtm7dKiyfPXs2NWnSRJg+fvw4AaBz584J84qKisjR0ZHGjBlDRESbN28mAHT48GGFuCwsLKhHjx4K80aPHk3t2rUrN1/79+8nAJSenk5ERAcPHiQAdP36dYX1PDw8hLDLi7+0Y8eOEQBKSEggIhI6ILNmzVJYz9LSkqZPn05ErzsuN27coIyMDGF5VlYWAaC9e/cqDZcxxhhjjLHa9FY8ggUAbm5uCtMuLi549eoV/vnnHwCArq4uVq1aBVdXV5ibm0Mul+PmzZvCexaquHLlCjQ1NdGtWzdhnpqaGrp06YKoqCiFdTt16lRm+1atWilMGxgYIDMzU+X4r127Bi0tLbi6uirMb9u2rUrxq6Jz584K0zKZDNnZ2QAADQ0N5OfnY/LkyXB2doaZmRkcHBwAoErlyBhjjDHGWHW9NQ/26+rqKkzr6OgAAJ49e4aCggL85z//QWFhIVatWgUnJyeoq6tjwIABVYojKysLeXl50NLSUphfWFgIuVyuME8qlZbZvvR2AEBEVYpfV1cXIpFIYb6enp7QSagoflWUlFsJkUgkpDEuLg7du3dH9+7dsXPnTpibm6O4uBiWlpbViosxxhhjjLGqems6IKUvwLOysgC8vstw5coV3LhxAxcuXECXLl2EddLT06s0upRUKoVEIsH169fLLGvUqFE1U646qVSK7OxsEJFCJyQrK6vaHY6q2Lt3LwoLC7Fnzx5IJBIAr0e9YowxxhhjrL68NY9ghYaGKkxHRkZCR0cHVlZWePXqFQDAyMhIWH758mUkJCSUuQNR0XT79u3x6tUrFBUVwcnJSfjT0tKql7sAbdu2xatXr/DXX38pzL98+TLatWtXrTCrcgfm1atX0NHRETofAIQRuCorR8YYY4wxxmrDW9MBefjwIRYvXoz4+HiEhIRg3bp1GDJkCCQSCVxdXSGRSLB69Wqkpqbi5MmTmDx5Mnr16oXY2Fg8fvwYEokEWlpaCA0NRVRUFAoKCmBgYIBHjx4hLCwMiYmJ6NGjB9q0aYPhw4cjNDQUDx48wJ49e9CmTRusXbu2zvPYp08fNG/eHGPHjkVERATi4+Mxb948REZGYsaMGVUKy8DAAAAQEhKC27dvq7RNhw4dkJ6ejq1btyI1NRXr1q3D1atXIZPJEB0djaysLKXh/vbbb/D19a1S+hhjjDHGGFPmremAjBkzBpmZmWjfvj0GDx6M3r17IzAwEMDr72hs3boVJ06cgL29PZYuXYpt27Zh+vTpSEhIQPfu3QG8/l7F/v370aNHD+Tk5GDo0KGws7NDjx49sGXLFjRq1AjHjx9Hy5Yt4evrC2dnZyxZsgQLFy7El19+Wed5VFdXF/LQs2dPODs748SJE/jjjz+EPKiqbdu26NOnD7744gtMnjxZpW3ef/99zJw5E7NmzYKzszPCw8Oxfft2TJgwAdu3b8fcuXOVhnvr1i0EBwdXOb+MMcYYY4yVJqK34FkbY2NjTJs2DQsWLGjopDDGGGOMMcbq0FtzB4QxxhhjjDH278cdEMYYY4wxxli9eSsewWKMMcYYY4z9b+A7IIwxxhhjjLF6wx0QxhhjjDHGWL3hDghjjDHGGGOs3nAHhDHGGGOMMVZvuAPCGGOMMcYYqzfcAWGMMcYYY4zVG+6AMMYYY4wxxuoNd0AYY4wxxhhj9YY7IIwxxhhjjLF6wx0QxhhjjDHGWL3hDghjjDHGGGOs3nAHhDHGGGOMMVZvuAPCGGOMMcYYqzfcAWGMMcYYY4zVG+6AMMYYY4wxxuoNd0AYY4wxxhhj9YY7IIwxxhhjjLF6wx0QxhhjjDHGWL3hDghjjDHGGGOs3nAHhDHGGGOMMVZvuAPCGGOMMcYYqzfvVAekbdu2WLp0qdJlDg4OSucfOHAALVq0qMtk1anr169j0KBBSpe1aNECBw4cqDSMisrtXbd+/Xp06tQJhYWFDZ0UxhhjjDGmAvWGTkBVbNu2DQYGBmXmP3jwAJmZmQ2QoroXHR1d4zDKK7d3XUJCAubNm4dr165BXf2dqsqMMcYYY/+zGvwOSKdOnbBv374y82fPno1JkyYBAEaNGgW5XI527dph69atCuudPn0a7u7uePr0KeRyOeRyOcaPH6+wjoaGBhYuXAgbGxuYmZlh8+bNKqfv0aNH6Nu3L5ydneHg4IAhQ4YgKytLWH716lV4eHjA0dERLi4uWLVqlbDMwcEBs2bNgrOzM1asWIFhw4ahSZMmiIiIENYJCgpCy5Yt4eDgADc3N1y/fl1Y9vXXX2PKlCk4cuSIkLcdO3YopO/evXvo2LEjTE1N4eXlhfT0dGFZReUWFBQEb29vzJ49G3369IGDgwPWr1+vsE5JmbVq1Qpbt26Fvr4+YmJiVCq3uLg4eHl5wdbWFtbW1li2bJnC8osXL6Jdu3ZwcXGBo6MjAgICVAr3TV9//TWGDRsGOzu7Km/LGGOMMcYaCDWw0aNH09dff01ERE+fPqXs7GwiIvLx8aF169YprOvn50dLliwpE0ZYWBgZGRkpDX///v0kkUjo119/JSKiY8eOkaamJr18+VKl9E2ZMoVmzpwpTH/11Vd09OhRIiLKysoiExMT2r17NxERJSUlkZGRER07doyIiJo3b07ffvstXbp0iUQiEd2/f5/mzZtH06ZNIyKiiIgI0tfXpxs3bhARUXBwMJmYmCikbcmSJeTr66s0bS4uLtSpUyfKyMigvLw86tKlCwUEBJRZT1m57d+/nxo1akRnz54lIqJr166RWCymnJwcIiIKDQ2lxo0bU0pKChUXF9PkyZNJTU2NYmJiVCq33r17C+UWHx9PYrGYrl+/Lixv2bIlhYSEEBFRbm4ujRw5khITE1UKm4goLy+PdHR06NKlSypvwxhjjDHGGl6D3wFp3rw5YmNjQURo164d/P39AQAxMTG19u6GkZERRo8eDQDo2bMn8vPzkZKSotK2enp6OH/+PM6dO4e8vDwsWrQIffr0AQBcuHABWlpaGDp0KADAysoKfn5+OHjwIABAJBLBzc0NpqamkEgksLOzg7GxMZ48eQIA2LVrF3r16oWWLVsCAPr374/GjRvjzJkzKudt9OjRMDIyglgshpeXF+7du6fytlZWVvDy8gIAtG7dGoWFhfjnn38AAOfPn4eXlxcsLCwgEokwY8YMFBcXqxz277//jiVLlgAAbG1tYW9vj7t37wrL9fT0EBQUhOjoaEgkEmzbtg3W1tYqhx8dHY2CggK0b99e5W0YY4wxxljDa/AOiIuLC+7evYvIyEi0bdsW9+/fR2ZmJhISEmqtA2JsbCz836hRI6ipqan80vKiRYvw4YcfYtasWTA2Nsbw4cOFDkRqaipkMpnC+jKZDGlpacK0lpYW1NTUIBaLAbzulJRcyD99+hQnT56EjY2N8JeZmanwGFVV8qahoVGll7GlUqnwv5qaGkQiEYqKigAAGRkZMDIyEpZbWVmpHC4AhIeHw8fHB23btkXHjh2RmJio0IHZv38/GjduDF9fX5iZmSEgIKBKHZzHjx/D2NgYjRo1qlK6GGOMMcZYw2rwDkjz5s2RkJCAQ4cOYcCAAfDy8sKmTZsgl8vfihenNTU1MXfuXEREROD+/fvIzc3FnDlzAABmZmZlOgvp6emwtLRUKWxLS0v4+vriwYMHwl96ejo++eSTWs9HVTVu3BjZ2dnC9MOHD1Xe9sWLF/Dx8cH48eMRGRmJP//8s0yZmJubY/Xq1bh37x7OnDmDoKAg7NmzR+U4RCKRyusyxhhjjLG3R4N3QKytrZGfn4+jR4+ib9++8PHxwfbt26t090NfXx/Z2dlITU0F8PrX+9ryySef4MSJEwBe391o1qyZcPHbtWtXvHz5UniJPjExEUFBQfDz81Mp7EGDBiE4OBixsbEAgKSkJAwaNAhPnz5VyNuDBw+Qn5+P4uJihWV1qXPnzjh79qxQlmvWrFH5ov/JkyfIz89Hx44dAQDBwcF49OgRXrx4AQDIyclB165dhf3VrFkzyGSyKnUqZDIZMjIyhDs2jDHGGGPs3dDgHRAAcHJygqGhIaRSKd577z0kJycLHZDg4GBhBKjg4GCsWLECcrkcbm5uwvYtWrSAn58fmjVrBkNDQ/Tv37/W0jZu3DgsWLAAzs7OwvsqJd/U0NPTw6FDh7Bq1So4OTnBx8cHK1euhKenp0pht2nTBmvWrIGvry8cHByEDpihoaGwjp+fHzQ0NGBgYAC5XK7y9zxUKbeK9OrVCx999BFcXV3Rvn17uLu7C49pVaZJkyaYNm0aunXrBi8vL8TFxWHmzJmYO3cuzp49Cx0dHYwYMQLdu3dH8+ZAV7EJAAAgAElEQVTN4erqig4dOmDIkCEqpQ0AXF1dIRaLcfXqVZW3YYwxxhhjDU9ERNTQiWBvv9zcXOjo6CAtLa3Mey8NZfTo0dDS0sLatWsbOimMMcYYY0xFb8UdEPb2ycvLQ7NmzRAcHAzg9Yhd9vb2b03nA3j9nZLdu3cjPj6+oZPCGGOMMcZUxHdAWLn279+PBQsWoKioCAYGBli7du1bN+zthg0bsH37doSFhfHX0BljjDHG3gHcAWGMMcYYY4zVG34EizHGGGOMMVZvuAPCGGOMMcYYqzfcAWGMMcYYY4zVG+6AMMYYY4wxxuoNd0AYY4wxxhhj9eZ/vgOSlZUFuVwOIyMjGBsb10kcDg4ONdr+yJEjKg0xu2DBAnzyySc1iuttMmDAAPz99981Duf06dOwsbGphRT9fzVN2+zZsyGXy6GrqwtTU1Ncv369FlPHGGOMMfb2+p//cIK+vj4ePXqEP//8Ez4+PrUe/oMHD5CZmVmjMDw9PXHx4sVaSlHdISKIRKJaCy86OrrWwqptNUnb/fv38cMPP+D27dtwdHSsdP3aLlfGGGOMsYb0r7gDsnnzZri4uKB58+Zo1aoV/vvf/yosDwoKQsuWLeHg4AA3N7cq/dr8+PFjDBs2DA4ODrCxscGsWbNQVFQkLI+KikL37t0hl8thZ2eHb775Rlh2+vRpuLu74+nTp5DL5ZDL5Rg/frzKcd+6dQtyuRwODg7w8PBQurxt27aws7ND79698ejRI5XDVsX+/fvRokULyOVyuLq6Cl9FB4Dk5GRoaWnh/v378PT0hIGBAWxtbYXllZXb0aNH0apVK9jY2MDZ2RkhISHCstzcXMjlciQmJuK9996DXC5Hq1atFNJW0T59/vw5PvzwQ1hbW6N9+/ZV7rzVNG0VadeuHTp06AAiQrdu3YR6kZubCwD47bff4O3tjdOnT8PR0RFSqRQjR44Utr969So8PDzg6OgIFxcXrFq1Slg2duxYfPrpp+jUqRP8/PywYMECODs7Y82aNVXKP2OMMcZYnaJ3XHp6Omlra9OTJ0+IiOj+/fvk7+9PxcXFREQUERFB+vr6dOPGDSIiCg4OJhMTE3r58qVCOJcvXyYjI6My4ffv359Gjx5NBQUFlJOTQ56enrRy5UoiInr+/DkZGxvTzp07qbi4mB4+fEjW1ta0fft2YfuwsDCl4VZFTEwMNWrUqMz8zp0708KFC4mIKCUlheRyOY0cObJGcZUIDw8nQ0NDodzCwsJILBbTvXv3hHV0dHSoXbt2dOLECSouLqaioiJhWUXllpeXR/r6+hQSEkJERLt27SIDAwNhn5Vo1KgR3bx5s0zaKtun8+bNIy8vLyooKKCXL19Sjx49qEmTJirlu6ZpU0VERARJpdJylxkYGJCXlxfdvXuXiEgo16ysLDIxMaHdu3cTEVFSUhIZGRnRsWPHiIho4sSJ1Lt3byooKCAdHR3asmULnTx5klq3bl2tdDLGGGOM1YV3/g6IWCwGEeHXX39FYmIi7OzssHPnTuGRlV27dqFXr15o2bIlAKB///5o3Lgxzpw5U2nYz549w+HDhzFjxgyoq6tDW1sbEyZMwJ49ewAAZ86cgZaWFvz9/SESiWBmZoaoqCgMHjy47jL8f/Ly8nDp0iWMGDECAGBhYYG+ffvWWvj79u1Dv379hHLz9PRESkqKwrsUUqkUffv2Ra9evSASiaCm9ro6VVZuYrEYSUlJ6N27NwCgR48eyMzMRHp6ukppq2yfnjt3DkOHDoW6ujokEgk+/vhjlfNd07TVlFQqRWZmJhYtWiS8O1RSrhcuXICWlhaGDh0KALCysoKfnx8OHjwIABCJRHBzc4O6ujoMDQ3h4uICY2NjPHnypF7SzhhjjDGminf+HRB9fX2Ehobixx9/xHfffQeZTIZFixbBz88PAPD06VOcPHlS4cI5JydHpQvKzMxMEBH69u0rdGiKioqgo6MDAEhPT4eJiYnCNgYGBrWVtQo9ffq0THyGhoa1dqGcnp4OMzMzhXml8yoSidC2bdsy21ZWbgCwY8cO7Nq1C8XFxSAiAEBxcbFKaatsnz558qRMuVRFTdJWUyXlpaxcU1NTIZPJFObJZDJERUUJ01paWgBed1rEYjGA+ks7Y4wxxpgq3vkOCPD6ufo9e/aAiHD8+HF8+OGH8PDwgKWlJSwtLeHr64stW7ZUOVxzc3OIRCKEhYXB2tpa6fLHjx8rzPvnn3+gpqZW5uK9tpVcYD979kwYvSs1NVWl0bJUYW5uXuadkrt370Iul0NfX1+YJ5FIlG5bUbmdOnUKCxcuxLVr12Bvb4/U1FSYm5urnLbK9qmBgQGePXsmTKempqocdk3TVluUlauZmVmZDmZ6ejosLS3rK1mMMcYYYzX2zj+CdeXKFfj5+SE/Px8ikQju7u7Q0tISfkkeNGgQgoODERsbCwBISkrCoEGDhDsIFdHU1ET//v2xYsUK4dfwH374ARs3bgQAdO/eHfn5+cKjRRkZGejWrRvOnz8vhKGvr4/s7GzhIjgjI6NW8i2RSNCuXTts374dABAXF4dTp06VWe+jjz5CkyZNkJ+fX6XwhwwZgpCQEMTExAAAIiIi0KZNm1opt4cPH0Imk8HOzg5EJMx/8eKFQjj6+vq4e/cuACA7Oxt5eXkAKt+nXbt2xe7du1FQUIDs7Gz89ttvKue7pmmrS127dsXLly+xb98+AEBiYiKCgoKEu321Ze7cuWjXrl25y9977z1MnTpV6bKSDlFJm2CMMcYYK+2d74C4u7tDLpfDxcUFLi4u6NmzJ37++WdYWFgAANq0aYM1a9bA19cXDg4O6Nu3L3x8fITHclq1agW5XI5+/fopjFZ15MgRAMCmTZvw9OlTODg4wMHBAZcvX8aAAQMAANra2jh58iRWrVoFc3NzdOzYEWPHjhWe0QeAFi1awM/PD82aNYOhoSH69++vct66dOkCuVyOLl26oKioSEjb7t27AQAbNmzA4cOHIZfLMWXKFHz88cfCI0PA60dvzp49i7lz5wqP46iqbdu22LBhA95//31YW1tjzJgx2L9/v8rf06io3AYOHAhra2u4urqiZ8+e6NSpE3r16oXevXsrdNAWL16McePGQSqVws3NDUlJSQAq36ezZ8+GlpYWLCws0KVLFwwePFihXCpS07TVJT09PRw6dAirVq2Ck5MTfHx8sHLlSnh6etZqPJmZmRXeNXr06FG5HdGioiL8888/yMnJqdU0McYYY+zfQ0SqXpmxd05ERAQGDhyI+/fvV7kDwhhjjDHGWF34V7wDwpQ7deoU5syZw52P/1NYWFjhd1gsLCzw1Vdf1WOKGGOMMcb+9/AdEMYYY4wxxli9eeffAWGMMcYYY4y9O7gDwhhjjDHGGKs33AFhjDHGGGOM1RvugDDGGGOMMcbqDXdAGGOMMcYYY/WGOyCMMcYYY4yxevPWdEAWL16Mfv36NXQyGGOMMcYYY3XoremALFy4EGlpafj1118bOimMMcYYY4yxOvJWfYjw8OHDmDRpEu7fvw8NDY2GTg5jjDHGGGOslr01d0AAoG/fvnjx4gXCwsIaOimMMcYYY4yxOvBWdUAaNWqETp064eLFiw2dFMYYY4wxxlgdeKs6IAD+X3t3HhXFlf4N/FvQLCKL7C0CooRmC4oK7nEDxaBCIhgMjmhMVFyDed3HLXH5jZOYBdGYGJeoiI5kIoKO425QMYlGPUoSl3GLSmtDwwguIM19//Ckjj2gtAoNyvdzTp9D1V3qubeKc+rhVjVwc3ODWq2u6zCIiIiIiKgW1LsERAgBSZLqOgwiIiIiIqoF9S4BycvLg1KprOswiIiIiIioFtSrBESn0yEnJwddu3at61CIiIiIiKgW1KsEZMeOHbCxsUGXLl3qOhQiIiIiIqoF9SYB0el0+PDDDzFnzhz+DxAiIiIiopdUvUlA5s+fDxcXF7z77rt1HQoREREREdWSevWf0ImIiIiI6OVWb1ZAiIiIiIjo5ccEhIiIiIiIjIYJCBERERERGQ0TECIiIiIiMhomIEREREREZDQvXQJSXl4OSZJw+fJlg9ucOHECsbGxtRjVs3vW2PLz8yFJEoqKih5bJzw8HEqlEpIk4cyZM88TJhERERGRQRR1HUB9cOrUqboO4bFqM7Y9e/YAACwtLWvtGEREREREj6oXKyCvvvoqtm7dKm8vWLAAgwcPBgCo1WpIkoSNGzfCz88Prq6uSEpKQkVFhVx/xowZcHd3R6tWrbBixYpK/S9evBivvPIKPD098dprr+HcuXNy2UcffYQJEyYgKysLSqUSSqUS69atk8tv3bqF+Ph4+Pj4wMvLC1OnToVOpzNoXD4+Ppg6dSr8/f2xePFixMfHo3nz5vj5558hhIC3tzc2b96s12bKlCkYNGiQQbGdP38ePXv2RIsWLeDp6YlFixZViiE9PR3+/v5Vzlt1Nm3ahKCgIPj4+KBt27Y4ceKEwW2JiIiIiKpS71dAFIqHIR48eBC5ubnIz89Hu3bt0LVrV8TGxmL37t1YtWoVTp8+DVdXV8yePVuv/Y8//oiFCxfi3LlzUCqVGDVqFKZOnSonPHPmzIGJiQlOnjyJ9PT0SscfOXIknJyc8Ntvv6GsrAwRERH44osv8MEHH1Qbu7m5ORwdHbF69Wp06dIFFy5cwKpVq7Bx40aEhoZizJgx+PLLLxEXFwcAePDgAdatW4fU1FSDYps4cSJCQ0Oxf/9+XLp0CX5+foiMjERwcLBc5+eff0Zubi7UajXatm2LHj164I033qg29mPHjmH06NE4dOgQgoKCsG3bNkRERODq1atcMSEiIiKiZ1YvVkAMMXbsWJiamsLV1RWRkZHYv38/AGD//v3o3bs3XF1dAQCjRo3Sa9e+fXv88ccfUCqVAB6+9/DoCsiTFBUVITMzEx988AEUCgWsrKwwZswYpKWlGdRekiS0bdsWrq6usLS0RMuWLeHk5ISCggIAwIgRI/DTTz/h119/BQBs27YNtra2CAsLM6j/f/7zn5g/fz4AoEWLFvD29q40tjFjxsDExARubm7o378/9u3bZ1Dfqamp6NOnD4KCggAAUVFRaNKkCfbu3WtQeyIiIiKiqtT7FZA//ZlAAICDgwOuXr0KACgoKIC9vb1e2aPu3buHuXPnIjs7GwqFAkVFRZAkyaBjFhYWQgiByMhIuY1Op0Pjxo0NjrtRo0YwMTGBubk5gIdJyZ+PQTk4OGDw4MFYsWIFkpOT8c0332D06NEGx3fo0CH8/e9/R2FhIRQKBa5cuVLpESs3Nzf5Z0dHR1y/ft2gvrVaLXbt2gUvLy953507d6DRaAxqT0RERERUlXqRgJiamuq9V3H79u1KdQoKCuRVDq1WKyca9vb2uHbtmlwvLy9Pr93ChQvx008/4eDBg7C2tkZaWho+/PBDg+Jyc3ODJEnIzs6Gp6fnU4/LEOPGjUNYWBjGjBmDH374AevXrzeoXUlJCfr374+NGzciJiYGAODr61upnlarhYuLC4CHc+js7GxQ/+7u7oiJicHq1asNHAkRERERUfXqxSNYHh4e8mNIJSUlyMrKqlRnzZo1AB7eUP/rX/+SH1Pq1q0bdu3ahby8PAgh8OWXX+q1u3HjBgIDA2FtbY2SkhKkpqaipKREr46trS0uX76MsrIyVFRUQKvVAgAsLCwQFRWFxYsXo6KiAkIIfPLJJ/jqq69qbOzt2rWDn58fBg0ahDfeeANOTk4GxVZQUICysjJ07NgRAJCRkQG1Wl1pbH8mEAUFBfjXv/6F8PBwg+KKjY1FRkYGzp49CwC4evUqYmNj5eMTERERET2LepGAzJ49G5s2bUKvXr0wYsQIREVFVfqmKTc3N7Rp0watWrVCbGwsoqOjAQB9+/bFkCFDEBwcDJVKheDgYJiZmUEIAQBISkrCkSNH0KlTJ8THx2POnDmQJEluDwBxcXEwMzODvb09lEolFixYIJd9/fXX0Gq18PHxgY+PD3JycvTa1oRx48YhNzcXiYmJlcoeF1vz5s2RlJSE7t27o2fPnjh//jymTJmCGTNmYN++fSgvLwfw8N2Q4OBgBAcHIz4+HpGRkQCAxMRE+Zu1SktL0aNHDyiVSsycORMA0KZNG6SkpCAmJgY+Pj6IjIxE//79Kz3iRkRERET0NCTx5516PZWfnw9nZ2fk5+fD0dGxrsOpFQcOHJCTECIiIiKil1m9WAExRD3Pk55ZcXExZs6cicmTJ9d1KEREREREte6FSUBeRmvWrIG3tzdCQkIwfPjwug6HiIiIiKjW1ftHsIiIiIiI6OXBFRAiIiIiIjIaJiBERERERGQ0TECIiIiIiMhomIAQEREREZHRMAEhIiIiIiKjYQIC4MSJE4iNja3rMIiIiIiIXnpMQACcOnWqrkMgIiIiImoQXooEZOXKlQgMDERAQABatWqF7777Tq9806ZNCAoKgo+PD9q2bYsTJ07IZR999BEmTJiArKwsKJVKKJVKrFu3zthDICIiIiJqEF74f0SYn5+P5s2b448//oCDgwMuXryIOXPmYP369ZAkCceOHUNYWBgOHTqEoKAgbNu2De+99x6uXr0KS0tLAMCCBQtw8uRJpKen1/FoiIiIiIhebi/8Coi5uTmEEFi1ahWuXLmCli1bYsOGDZAkCQCQmpqKPn36ICgoCAAQFRWFJk2aYO/evXUZNhERERFRg/TCJyC2trY4ePAgfvnlF4SEhCAwMBCbN2+Wy7VaLXbt2gUvLy/5U1hYCI1GU4dRExERERE1TIq6DqAmhIaGIi0tDUII7Ny5E2+++Sa6dOkCd3d3uLu7IyYmBqtXr67rMImIiIiIGrwXfgXkxx9/RFxcHMrKyiBJEtq1a4dGjRrJj2DFxsYiIyMDZ8+eBQBcvXoVsbGx0Gq1ch+2tra4fPkyysrKUFFRoVdGREREREQ154VfAWnXrh2USiUCAwNhbm4OhUKBzz//HM2aNQMAtGnTBikpKYiJiUFpaSksLCwwefJkODg4yH3ExcUhLS0N9vb2aNy4Mf7yl7/g008/rashERERERG9tF74b8EiIiIiIqIXxwv/CBYREREREb04mIAQEREREZHRMAEhIiIiIiKjYQJCRERERERGwwSEiIiIiIiMhgkIEREREREZDRMQIiIiIiIyGiYgRERERERkNExA6gEfH58a6WfWrFkYPnx4jfT1p5qK7UXz2WefISUlpdL+/Px8SJKE/Pz8J7YvKSmBJEk4dOhQbYVYLz1u3p5WeXk5JEnC5cuXayCqh2oqNiIiIno+TECeQU3+8/jLly+jsLCwxvqrSfU5ttp26tSp52pvZWWFnJwctG7duoYiejE877zVpvocGxERUUPS4BMQnU6HDz/8EM2bN4ebmxvCwsLw66+/yuXr169HWFgY9uzZA19fX9jZ2WHYsGFy+S+//ILu3btDpVLBx8cHGzZs0Ot/8eLFeOWVV+Dp6YnXXnsN586dk8v27NmDdu3aQavVQqlUQqlUIjExUS+2WbNmwdfXFy1atEB0dLTeX95zc3MREhKCli1bom/fvlCr1U819h07dqBVq1bw8vKCv78/tm/fbnBste3w4cMIDQ1FYGAgfH19MXfuXL3ydevWISgoCH5+fggJCcHevXsBANevX4dKpcJ7770HLy8vrF69GhEREQgMDMTt27cBALdu3UJ8fDx8fHzg5eWFqVOnQqfTyX337dsXaWlpmDlzpjz2Cxcu6B0/MzMTAQEBcHZ2xqhRo/TKfH194ebmhi5dulS66U1MTERSUhKGDh2K8PBw+Pv74/Dhw3L577//jg4dOsDb2xv9+vXDzJkzERcXZ/C8nTx5Er169YJSqUTLli2xcOFCvXJvb2/s3bsXCQkJcHJygqWlpTy26q638+fPo2fPnmjRogU8PT2xaNEivb6rm7fqfldmzJgBd3d3tGrVCitWrDB4zDURGxERERmRaOAWLlwo2rdvL/Lz84UQQixatEh4e3sLnU4nhBDi559/Fvb29qJnz57i3LlzQgghlxUXF4tmzZqJ1atXCyGEuHTpknBwcBDHjx8XQghx9OhRYWNjI/Ly8oQQQowcOVJER0frHT87O1s4OjpWGdunn34qWrduLbRarRBCiP/3//6fGDBggFzeuXNnMXv2bCGEENeuXRNKpVIMGzbMoHGXlpYKW1tbsX37diGEEKmpqcLe3l5UVFQYFNuTHDhwQNjZ2VX5KSkpMaiPoKAgOba7d++KYcOGiStXrgghhMjJyRE2Njbi7NmzQgghtm/fLmxsbMStW7fErVu3BACRk5MjFi1aJFq0aCF0Op3o3Lmz2Lp1qxBCiKioKDFixAjx4MEDcefOHdG1a1exZMkSveOHhYWJpUuXVopLo9EIAGLs2LHiwYMHIi8vTzRp0kTs37+/Ul1XV1eRnZ2tt2/cuHFCqVSKmzdvCiGEWLJkiejatatc3rNnTzFlyhQhhBBnz54VTk5OIi4uzqA5++9//yucnJzEhg0bREVFhbhx44bw9PQU3377rVynX79+QqVSiU8//VSUlpYKIYR8zqu73vr27SvHdvHiRWFubi5OnDhh0LxV97uya9cu4ezsLNRqtRBCiFmzZgkA4tKlSwaN/XliIyIiIuNq8AlIq1atxKpVq+TtBw8eCI1GI2+fO3dOAKjyBnPr1q3CyclJb9/IkSPF5MmThRAPb+yKiorkss2bNwt/f3+9+k+6yQ8ODhYpKSny9vXr14UkSeL27dvi/v37AoCcFAkhxIgRIwxOQIQQoqioSE6mbt68KQDIN8bVxVbbOnfuLIYOHSpOnjyplxQJIcTkyZNFQkKC3r6AgACRlpYmJwhlZWVi1apV4vXXXxdCPEw6Vq1aJQoLC4UkSeLMmTNy29TUVBESEqLXX3UJyPnz5+V93bp1EytXrqxU93EJyPDhw+XtAwcOCDc3NyHEw8TW1NRUnDp1Si5PSEgwOAH55z//KTw8PPT2abVace/ePXk7Pj5edO/evcr2T7rehHiYCN6/f18u9/f3F5s3b9br43HzVt3vyowZM0R8fLxcdvXq1adKQJ4nNiIiIjIuRZ0tvdQTGo0Gzs7O8rZCoYCTk5O8LUkSACAkJKRSW61Wi9u3b8PLy0veV1pain79+gEA7t27h7lz5yI7OxsKhQJFRUVyf4bQarX46KOP8PHHH8v77OzscPPmTTRu3BgAYG9vL5c5ODhAo9EY3P+6deuQmpqKiooK+b2WiooKg9vXpi1btuBvf/sbYmJiUFJSgtGjR2Pu3LkwMTFBXl4emjZtqlffxcUFN2/eBACYmprCzMwMJiYmMDc3B/DwPFZUVKCwsBBCCERGRsrnQqfTyfNpqEevETMzM5SXlxvc1s7OTv7Z1NRUfvyrqKgIOp0Ojo6OcrmHh4fBjwr977UM6F8fwMN5qOpaBp58vdnY2ODQoUP4+9//jsLCQigUCly5csXg66W635WCgoJK1/LTeJ7YiIiIyLgafALi5uYm37gCwIMHD3D27Fn4+/vD1NRU3m9paVmprbu7O5o1a4aLFy9W2ffChQvx008/4eDBg7C2tkZaWho+/PBDg2Nzd3fH6NGjkZCQUKns/v37AB7etP55M5yXlweFwrBTunv3bsyePRvHjx+Ht7c38vLy4ObmZnBsT3Lw4EFER0dXWXb9+nWDbvbd3NyQnJyM5ORk5ObmYuDAgVCpVBgyZAiaNm1aKdHSaDRwd3c3qF9JkpCdnQ1PT0/DBmQkdnZ2MDExQXFxsbzvxo0bBrd3c3PDrVu39PZdv34dJiYmeglbVdcy8OTrraSkBP3798fGjRsRExMD4OG7Loaq7nfF3t4e165dk7fz8vIM7vt5YyMiIiLjavAvob/99tv4+uuv5ReUU1JSEBsbq5d8PE6XLl1QWlqKzZs3AwDu3r2LxMREHDlyBMDDm8fAwEBYW1ujpKQEqampKCkp0evD1tYWxcXF8g3Xoy/9Dho0CMuXL5dj2717t/wiuKWlJUJDQ/Htt98CePgS7u7duw0e940bN+Di4oKWLVtCCIGvvvoKAPTie1JsT9K9e3cUFRVV+TEk+bhz5w66desmH1elUsHFxUVesYiJicH3338vrwxkZWXh5s2bCAsLq7ZvCwsLREVFYfHixfLKzyeffCKP/9Gx//mFAWVlZfI5qE2mpqYIDQ2Vr6eLFy9i586dVdbt0aMHJk6cqLevV69eKCsrQ1paGoCH56t79+44cOCAQcd/0vVWUFCAsrIydOzYEQCQkZEBtVpd5fVc1bxV97vSrVs37Nq1C3l5eRBC4MsvvzQo5pqIjYiIiIyrwScg77//PiIiIuDv7w8vLy9s374dGRkZBrW1srJCZmYmUlJS4O3tjdatW8PW1hbt27cHACQlJeHIkSPo1KkT4uPjMWfOHEiSpLc68OqrryIuLg4qlQoODg6IioqSy8aPH4+wsDC0a9cOKpUK8+bN0/s/HytWrEBmZiaUSiUmTJiAhIQEg78ieODAgfD09ETr1q3Ru3dvdOrUCX369EHfvn3lRONJsdWmxo0bY+jQoejVqxcCAgLQunVrdOjQAYMHDwYAdOzYEcnJyXjzzTfh5+eHRYsWISsrC02aNDGo/6+//hparRY+Pj7w8fFBTk5OpRWbpKQkbN++HdbW1mjZsiV27NhhUN/Tpk2Tv2VJo9EgOjoaSqUS48ePN6j90qVL8Y9//AMqlQrTpk3DkCFDqnxsT61WQ6vV6u2zsrLCrl278MUXX8DNzQ0dO3bEyJEj8fbbbxt07Cddb82bN0dSUhK6d++Onj174vz585gyZQpmzJiBffv2yX08bt6q+13p27cvhgwZguDgYKhUKgQHB8PMzMyg6/l5YyMiIiLjkoShd6xEZHRTp05FSUkJli9fXtehEBEREdWIBv8OyMsoNzcXn3322WPLe/Xqhfj4eCNGRIZatmwZtmzZgoP9adEAABukSURBVD179uDevXvIzMzEX//617oOq0793//9H/7zn/88tvzzzz+HtbW1ESMiIiKi58EVEKJ65Pbt23jnnXdw7NgxKBQKDBgwAEuWLDHonSQiIiKiFwETECIiIiIiMpoG/xI6EREREREZDxMQIiIiIiIyGiYgRERERERkNExAiIiIiIjIaJiAEBERERGR0bw0CcjGjRvxyiuvwNraGo6OjvzHbURERERE9dBL8zW8Hh4emDt3Lt577726DoWIiIiIiB7jhV8Bef/996FUKnH9+nVMnz4dSqUSSqUSe/bsket4e3tj7969SEhIgJOTEywtLXHhwgUAQFlZGaZNmwZfX1/4+fnh9ddfx6VLlwAAqampiIqKQr9+/eDn54eVK1eiQ4cO/C/iRERERETP6IVPQL744guo1WpYWVlhz549UKvVUKvVCA8Pl+v4+/tj7NixaNOmDW7cuIH79+/D29sbAPDZZ59h7969OHbsGH7//XcEBQXJCYa5uTmys7Px3XffoXnz5jh8+DAOHDiALVu2oKioqE7GS0RERET0InvhExBD2NnZoWnTppg0aRLMzc0BAJIkAQDS09Mxbtw42NjYAACmTJmCo0ePQq1WQ5IkBAQEwNLSEq6urggICECjRo1gZWUFrVZbZ+MhIiIiInpRNYgERJIkhISEVFmWl5cHFxcXedvZ2RmSJOHmzZsAgEaNGgEATExM9JKXioqKWo6aiIiIiOjl0yASEACwtLSscn/Tpk2h0Wjk7fz8fAgh4O7ubqzQiIiIiIgajAaTgDxObGwsli9fjpKSEgDA4sWLER4eDkdHxzqOjIiIiIjo5aOo6wDq2qRJk1BQUCA/ohUYGIh169bVcVRERERERC+nl+b/gBARERERUf3X4B/BIiIiIiIi42ECQkRERERERsMEhIiIiIiIjIYJCBERERERGQ0TECIiIiIiMhomIEREREREZDRMQIiIiIiIyGiYgBARERERkdEwAakHfHx8qtw/fvx4jB8/vtr2kydPRnh4eE2HRURERERU4xR1HUBDd/nyZRQWFj5XHxMnTsSdO3dqKCIiIiIiotrT4FdAdDodJkyYAF9fX/j7+6NLly7Izc2Vy/Py8hAbGwuVSgU/Pz+MGTNGvtkfOXIk3n33XXTq1AlxcXGYNWsW/P39kZKSIrfftGkTgoKC4OPjg7Zt2+LEiRNy2Z49e9CuXTtotVoolUoolUokJibqxXf//n0MHDgQzZo1g7+/P44ePSqXrVy5EkqlEkFBQZgwYYJeO7VaDYVCgW+//RZRUVEIDAzEO++8AyGEXOf777+Hr68vfH19MXHiRAwYMABffvllzUwsEREREVEVGnwCkpGRgWPHjuHXX3/Fb7/9hsmTJyMrK0suHzFiBJycnHD27FmcPHkSv/76K+bPnw8AMDc3x40bN5CdnY3t27fD29sbycnJWLVqFQDg2LFjGD16NDZu3Ijz589j3rx5iIiIwP379wEA4eHhyMjIgIODA9RqNdRqNVasWKEX37Zt2zBv3jxcv34d0dHRmD59ulw2cuRIqNVqLF68uNK4FAoFdDodrl69im3btuHYsWPYsWMH9u3bBwC4c+cOhg0bhs8++wxnz55Fx44dsXv3bkiSVLMTTERERET0iAafgNjY2ODChQtIT09HYWEh3nzzTUybNg3Aw5v0nTt3Ytq0aZAkCZaWlhg/fjy2bt0KAJAkCW3btoVCoYCDgwMCAwPh5OSEgoICAEBqair69OmDoKAgAEBUVBSaNGmCvXv3Ghxfnz590KpVKwBAREQELly48FTjS0hIAAA0atQIAQEBuHjxIgDg+PHjUCgUiIyMBADEx8dDqVQ+Vd9ERERERE+rwScgvXv3xtKlS7Fq1Sp4enqiV69e8mNSeXl5AAAXFxe5vouLC27evClvN2rUCABgYmICc3NzSJKEiooKAIBWq8WuXbvg5eUlfwoLC6HRaAyOz8nJSf7ZzMwM5eXlTzU+Ozs7+WdTU1PodDoAQH5+PhwdHfXquru7P1XfRERERERPiy+hAxg8eDAGDx6Me/fu4dNPP8Vbb72F8+fPo2nTpgAAjUaDxo0byz8beqPu7u6OmJgYrF69utZif1ZNmjRBcXGx3r4bN27UUTRERERE1FA0+BWQ5cuXY8GCBQAerma0a9dOfg+icePG6Nu3Lz7++GMIIXD37l0kJydj8ODBBvUdGxuLjIwMnD17FgBw9epVxMbGQqvVynVsbW1RXFwsr7bk5+fX5PAeq02bNvjvf/+LgwcPAgDS09P1VnaIiIiIiGpDg18BGThwIEaOHAkfHx9YWFjAzs4O69evl8tXr16NCRMmwN/fH5IkYcCAAZgyZYpBfbdp0wYpKSmIiYlBaWkpLCwsMHnyZDg4OMh1Xn31VcTFxUGlUsHMzAx+fn44cuRItX1rNBr53ZJ79+7h/v378jscR48ehbW19RPb29vbIyUlBQkJCbC1tcWAAQPQqVMnvoRORERERLVKEo9+Lys1aO3bt8fkyZPx1ltv1XUoRERERPSSavCPYDVkQ4YMkVdzfv31V+Tm5iI0NLSOoyIiIiKilxlXQBqwM2fO4N1334VGo4G5uTmmT5+O4cOH13VYRERERPQSYwJCRERERERGw0ewiIiIiIjIaJiAEBERERGR0TABISIiIiIio2ECQkRERERERsMEhIiIiIiIjOalT0DS09Px6quv1nUYRERERESEBpCA1AZ+czERERER0bN5oROQf//73wgICKi0/+7duzAxMYFGowEAmJmZYfbs2fDy8kLTpk2xcuVKua5Op8OsWbPg6+uLFi1aIDo6Gvn5+XL5+vXrERYWhj179sDX1xd2dnYYNmyYXP7LL7+ge/fuUKlU8PHxwYYNG2pxxEREREREL7YXOgEJCAjAf/7zH+h0Ojx48ABqtRoA8Ntvv8HZ2RnOzs4AgN9//x0tWrTA5cuXsWbNGkyYMAH3798HACQnJyMrKwtHjx7FpUuX4OPjgxEjRsjH8Pf3x4kTJ7Bo0SJkZWXhv//9L9auXQsAKCkpQVRUFIYPH45z585h9+7deP/99/HLL78YeSaIiIiIiF4ML3QC4uHhAUtLS1y6dAmrV69Gy5YtceLECfz222967304OjrKSUXv3r1RVlaGa9euAQDWrVuHkSNHwt7eHgDwwQcfICsrC8XFxQAAOzs7FBYWYs6cOfDx8QEAmJg8nLa9e/eitLQU77zzDgDAy8sLMTExSEtLM84EEBERERG9YBR1HcDz8vf3x7lz57Bt2za8//77yMzMRGlpqV4C4uTkJP9samoKExMTlJeXAwC0Wi0++ugjfPzxx3IdOzs73Lx5EzY2NpAkCQAQEhJS6dharRa3b9+Gl5eXvK+0tBT9+vWr8XESEREREb0MXvgEJCAgAKdPn8a1a9ewdu1aDBgwAO7u7oiIiDCovbu7O0aPHo2EhIQn1rO0tKyybbNmzXDx4sVnip2IiIiIqKF5oR/BAh4mIKmpqYiIiICzszMUCgVOnz5t8FfvDho0CMuXL8ft27cBALt370ZiYqJBbbt06YLS0lJs3rwZwMOX3xMTE3HkyJFnGwwRERER0UvuhU9AAgMDcfr0aURHRwMAIiMjce7cOQQGBhrUfvz48QgLC0O7du2gUqkwb948DB8+3KC2VlZWyMzMREpKCry9vdG6dWvY2tqiffv2zzweIiIiIqKXmST4Ty2IiIiIiMhIXvgVECIiIiIienEwASEiIiIiIqNhAkJEREREREbDBISIiIiIiIyGCQgRERERERkNExAiIiIiIjIaJiBERERERGQ0TECIiIiIiMhomIDUgOjoaJw5c+ap26WnpyM4OPix5bdv34ZSqYSjoyOcnJyeJ8QnCgkJwYIFC55Yp7y8HJIk4fLly7UWR33y2WefISUlpdL+/Px8SJKE/Pz8J7YvKSmBJEk4dOhQbYX4RDynREREVF8p6jqAl8GpU6dqpV9bW1uo1WocPXoU/fv3r5VjAMDatWthb29fa/2/iE6dOoWQkJBnbm9lZYWcnBwEBgbWYFSG4zklIiKi+qpBr4Bcv34dKpUK7733Hry8vLB69WpEREQgMDAQt2/fxrfffgt/f3+9NlqtFo0aNUJubi7u3r0LpVKJK1euoEePHlAqlWjVqpVe/cWLF+OVV16Bp6cnXnvtNZw7d06vXJIkzJw5E56envD09MS6desMjv/WrVuIj4+Hj48PvLy8MHXqVOh0OoPbv/POO1AqlQgNDcWaNWsqlc+YMQPu7u5o1aoVVqxYYXC/NeHw4cMIDQ1FYGAgfH19MXfuXL3ydevWISgoCH5+fggJCcHevXsBVH9OgernrW/fvkhLS8PMmTOhVCqhVCpx4cIFveNnZmYiICAAzs7OGDVqlF6Zr68v3Nzc0KVLl0rJaWJiIpKSkjB06FCEh4fD398fhw8flst///13dOjQAd7e3ujXrx9mzpyJuLg4g+etPp9TIiIiIgCAaMBu3bolAIicnByxaNEi0aJFC6HT6UTnzp3F1q1bxb1794Sjo6PYv3+/3Obzzz8XXbp00evH1NRUnD59ulL/R48eFTY2NiIvL08IIcTIkSNFdHS0XL5lyxZhbm4uvvnmGyGEEHv37hXm5uZCrVbr9ZOTkyMcHR0r9R8VFSVGjBghHjx4IO7cuSO6du0qlixZ8tTzEBcXJ+bPn6+3b9euXcLZ2VmOZdasWQKAuHTpUrX9HThwQNjZ2VX5KSkpMSimoKAgsX37diGEEHfv3hXDhg0TV65cEUI8nA8bGxtx9uxZIYQQ27dvFzY2NuLWrVvVnlMhDJu3sLAwsXTp0kpxaTQaAUCMHTtWPHjwQOTl5YkmTZroXSN/cnV1FdnZ2Xr7xo0bJ5RKpbh586YQQoglS5aIrl27yuU9e/YUU6ZMEUIIcfbsWeHk5CTi4uIMmrNH1fQ5JSIiIqopDXoFRJIkAEC7du3g6uoKPz8/mJiYwMnJCQUFBbC0tMS7776LL7/8Um6zatUqJCYmGtR/+/bt8ccff0CpVAIAwsPDK62ANG7cGCNGjAAA9OrVCx4eHnp/EX+coqIiZGZm4oMPPoBCoYCVlRXGjBmDtLQ0g2Krzv79+9G7d2+4uroCQKW/8j9J9+7dUVRUVOWncePGBvVhY2ODTZs24dSpU7C0tMTatWvh6ekJAPjuu+/w5ptvQqVSAQAiIyPh4eGBvXv3VntOa2reJk2aBIVCIa96/e8KyZP07dsXLi4ucpwXL14EAFRUVOCHH37AX/7yFwCASqVCZGTkU8X1JM9zTomIiIhqSoN/B8TU1BRmZmYwMTGBubk5gIeJSUVFBQBgzJgx8PPzg1qtxpUrV3Djxg0MGjTIoL7v3buHuXPnIjs7GwqFAkVFRfIN8p+USqXePkdHR2i12mr7LiwshBACkZGRcnudTmfwDX51CgoK9N4hcHBwqJF+DbVlyxb87W9/Q0xMDEpKSjB69GjMnTsXJiYmyMvLQ9OmTfXqu7i44ObNmwCefE5rat4e/VIAMzMzlJeXG9zWzs5O/tnU1FR+/KuoqAg6nQ6Ojo5yuYeHx1MlN09S1+eUiIiICGACUi0vLy/07t0bq1atwuXLlzFs2DBYWFgY1HbhwoX46aefcPDgQVhbWyMtLQ0ffvihXp3/TTYKCgrg7Oxcbd9ubm6QJAnZ2dnyykBNsre3x7Vr1+TtvLw8g9sePHgQ0dHRVZZdv37doJt9Nzc3JCcnIzk5Gbm5uRg4cCBUKhWGDBmCpk2bQqPR6NXXaDRwd3c3qN/anLfnYWdnBxMTExQXF8v7bty4UWP9P885JSIiIqopDfoRLEONGzcO33zzDTZt2oTRo0dXKre1tZUfrSouLkZpaSmAhzePgYGBsLa2RklJCVJTU1FSUqLXVqPRIDMzEwCQk5ODGzduoEuXLtXGZGFhgaioKCxevBgVFRUQQuCTTz7BV199Val/d3f3p37EqFu3bti1axfy8vIghNB7DK06z/sI1p07d9CtWzf5BlmlUsHFxUVesYiJicH3338vrwxkZWXh5s2bCAsLq7ZvQ+ft0XNaVlYmv8Bem0xNTREaGorNmzcDAC5evIidO3dWWbdHjx6YOHHiU/X/POeUiIiIqKYwATFAREQEFAoF2rdvL7938Kh58+Zh1KhRsLOzQ9u2bXH16lUAQFJSEo4cOYJOnTohPj4ec+bMgSRJ8upAeXk5OnTogH//+98ICAjAkCFDsHr1avnxnlatWkGpVKJfv37QarXyNzJlZWUBAL7++mtotVr4+PjAx8cHOTk5lVYedDodrl+/jjt37ujtz8jIkPvLyMjA4sWLoVQq0bZtWwAP31MYMmQIgoODoVKpEBwcDDMzMwghanZyq9C4cWMMHToUvXr1QkBAAFq3bo0OHTpg8ODBAICOHTsiOTkZb775Jvz8/LBo0SJkZWWhSZMmBvVvyLwlJSVh+/btsLa2RsuWLbFjxw6D+p42bZo8rxqNBtHR0VAqlRg/frxB7ZcuXYp//OMfUKlUmDZtGoYMGVLpsT0AUKvVlVbP6vM5JSIiIvqTJHj3YZAePXpg3LhxBr//QVQTpk6dipKSEixfvryuQyEiIiKqEVwBMUB6ejquX7+ON954o65DoZfcsmXL0KNHD5SXl6O4uBiZmZno3LlzXYdFREREVGP4Eno1/P39IUkSNm/eDDMzs7oOh15yQ4cOxb59++Dt7Q2FQoEBAwbg7bffruuwiIiIiGoMH8EiIiIiIiKj4SNYRERERERkNExAiIiIiIjIaJiAEBERERGR0TABISIiIiIio2ECQkRERERERsMEhIiIiIiIjIYJCBERERERGQ0TECIiIiIiMhomIEREREREZDRMQIiIiIiIyGiYgBARERERkdEwASEiIiIiIqNhAkJEREREREbDBISIiIiIiIyGCQgRERERERkNExAiIiIiIjIaJiBERERERGQ0TECIiIiIiMhomIAQEREREZHRMAEhIiIiIiKjYQJCRERERERGwwSEiIiIiIiMpl4kIG+88QaCg4OrLDt06BAkScKBAwdqPY7ly5fDwsKixvq7cOECJEnCnj17aqzPP+3evRstW7aEhYUFjh8/blCb2NhYhIeHAwDOnDkDSZJw6NChGo3LyckJCxYsqNE+DfXo+GrTrFmzYGlpWevHISIiInoZ1YsEpL6wtraGtbX1M7fPzc2Fl5dXDUb0eAsWLICDgwOOHj0KPz8/oxzTEEuWLEFkZKRRjjVo0CCsXbtW3h49ejSSkpKMcuz64n/ngIiIiKi+YwLyiOdNQAxdiagJWq0WHTt2RJs2bdC4cWOjHbc6w4YNQ9u2bY1yrP+d7969e6N///5GOXZ9YcxrjoiIiKgmvJAJyC+//IKIiAg4OTnB1tYWAwcOxJUrV+TyZcuWwdXVFdu2bYOrqyumTJkCANBoNEhISICnpyesrKzQsWNHvUe7fH19kZCQIG9/8803ePXVV2FlZQUnJyfExMTg2rVrVcY0b948DBs2DFeuXIEkSfj888/lsjt37mDIkCGwsbGBnZ0dJk2aBJ1OZ/B4HlVeXg5JknDmzBksW7YMkiTh6NGj6N+/f6Wb7w0bNkCSJJSUlDzF7D7022+/QZIk7Nq1C2FhYbCzs4Onpyc2btyIn376Ce3bt4etrS2Cg4Px888/y+3+9xGsw4cPo02bNrC0tERgYCB27tyJrl27YuzYsQAef65u3bqFhIQENGvWDI0aNYJKpUJycrLcryRJuHTpEt555x00adIEQOVHsK5du4a4uDg4ODjAwsICQUFB2LBhQ6Ux7t+/H2+88QacnJzg6uqKCRMm6J2fp+Xm5ob58+fL22q1GpIkIS4uTq9e06ZN8fHHHz92DqqLv6o5AIBNmzYhNDQU1tbWUCqVmDRpEu7duyeXT58+HQqF4pnHR0RERPQ86k0CotPpUFRUVOnzvzfPf/zxB3r27AlTU1Ps378f+/btQ0FBAcLDw1FaWgoAMDc3R0lJCZKTk7F27VqMHTsWFRUVeP3115GTk4O1a9fi+PHjCA0Nxeuvv44zZ84AAAIDA+Ubx+zsbIwaNQrvv/8+Tp8+jR07diA/Px9vvfVWlfFPnToVEydOhIeHBzQaDRITE+WyefPmoVOnTjh06BBmzZqFzz//HOnp6QaP51EKhQIajQZ+fn549913odFoEBIS8vwn4H+YmZkBAGbPno1ly5ZBq9XitddeQ2JiImbPno2tW7dCo9HA0dEREyZMqLKP+/fvIzo6Gra2tjh69CiWL1+OGTNm4NKlSzAxeXjpVXWuAGDEiBE4cuQI0tLScOrUKUyfPh0ffPABtm7dCgByIrh06VJcvHix0rHLysrQu3dvnD17Flu3bsWZM2cQExODoUOHYtu2bXpjnDRpEqZNm4b8/Hxs3LgRKSkp+O6775557sLCwnD48GF5++DBg/Dw8EB2dra879y5c1Cr1ejdu3eVc2BI/FXNQUZGBt5++22Eh4fj5MmTWLNmDdLT0zFq1Cj52P7+/ujXr98zj4+IiIjouYh6IDo6WgB44mf//v1CCCGmT58u7OzsRGFhodz+6tWrwsTERGzYsEEIIcTKlSsFAJGZmSnX2blzp14/Qgih0+mEr6+veO+99yrFtHz5ctGoUSNRVlYm71Or1eLHH3987DimTZsmmjdvLm+fP39eABBTp07Vq+fu7i4mTZpk8HiqEhgYKMaNGydv9+vXT/Tr10+vzvr16wUAUVxcLIQQIiYmRoSFhQkhhDh9+rQAILKzs6vs/8/YlyxZIu/LyMgQAMSWLVvkfcuWLROWlpbytqOjo5g/f74QQogtW7YIACI3N1cuz87OFgDk2Ks6V38e/+LFi3r72rZtK8aMGSOEEOLevXsCgFizZo1c/uj4tm7dKgCIEydO6PXRpUsXER4erjfGBQsW6NVp2bKlmDJlSpXzIoQQf/3rX4WFhcVjy9euXStsbW2FTqcTQgiRmJgopk2bJqytrcWFCxfkcTs7O4uKiooq58CQ+Kuag44dO4ru3bvrtdmwYYOQJEn88ccfj42ZiIiIyFjqzQqIt7c39u/fX+nz6GM3APDjjz+iffv2eo+ceHh4oGXLljh58qRe3U6dOum1s7CwQPfu3eV9JiYmeO211yq1A4BevXpBkiR069YNK1euxOXLl+Hq6or27ds/9dg6d+6st+3i4oLi4uKnHk9d8PX1lX+2tbUFAL2X3m1tbXH//v0qV2t+//13NGnSBAEBAfK+rl27wsnJqVLdR88V8PB9nC+++AKtW7eGm5sblEolTp8+Da1Wa1Dcx48fR6NGjdC6dWu9/SEhIZXmtVWrVnrb9vb2KCwsNOg4VQkLC8Pt27dx+vRpAA9XQLp164b27dvLqyA//PADwsPDIUmS3O7ROXia+P9UUVGBY8eOoU+fPnr7e/ToASEETp069cxjIiIiIqop/x9OEwfrld18MwAAAABJRU5ErkJggg=="}, "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"}], "primary_keys": ["path"], "primary_key_values": ["django_migration-using-cte.md"], "query_ms": 3.3811800021794625, "truncated": false}