databricksruntime/python:12.2-LTS: installed packages do no match the ones documented in the databricks runtime

[marcindulak]

I'm comparing the packages installed on databricksruntime/python:12.2-LTS with the list of packages at https://docs.databricks.com/en/release-notes/runtime/12.2lts.html extracted as runtime.txt

IMAGE=databricksruntime/python:12.2-LTS
docker run --rm -it --name databricks  $IMAGE bash -c "/databricks/python3/bin/python -m pip freeze" > image.txt

meld runtime.txt image.txt

I'm not providing the full diff, but it's visible on the screenshot that some package versions do not match, and the container image contains a smaller number of packages compared to the official runtime documentation.