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