{"ok": true, "database": "tils", "table": "til", "rows": [{"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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"}, 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