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Feat:(mlops) update spark to 3.5, remove vertex #65

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@moss2k13 moss2k13 commented Oct 1, 2024

Dockerfile changes

  • migrated to jupyter/docker-stacks start.sh for image provisioning
  • jupyter kernels are now installed globally to support mounted home folders (k8s)
  • spark version updated 3.2 -> 3.5
  • removed the possibility to install different conda environments (only base)
  • removed vertex image (no jupyter/docker-stacks start.sh)
  • removed not needed spark 3.2 patches

Latest python3.10 based vertex image is available below:

gcr.io/getindata-images-public/jupyterlab-mlops:vertex-latest

gcr.io/getindata-images-public/jupyterlab-mlops:vertex-29f0eb9eb472e91adcf0fd113e78a285c3562212

Dockerfile changes
- migrated to jupyter/docker-stacks start.sh for image provisioning
- jupyter kernels are now installed globally to support mounted home folders (k8s)
- spark version updated 3.2 -> 3.5
- removed the possibility to install different conda environments (only base)
- removed vertex image (no jupyter/docker-stacks start.sh)
- removed not needed spark 3.2 patches

Latest python3.10 based vertex image is available below:
gcr.io/getindata-images-public/jupyterlab-mlops:vertex-latest
gcr.io/getindata-images-public/jupyterlab-mlops:vertex-29f0eb9eb472e91adcf0fd113e78a285c3562212

Signed-off-by: Piotr Mossakowski <piotr.mossakowski@getindata.com>
Signed-off-by: Piotr Mossakowski <piotr.mossakowski@getindata.com>
@moss2k13 moss2k13 force-pushed the feature/mlops-dockerfile-refactor branch from 0ada502 to 0482ba2 Compare October 1, 2024 08:30
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moss2k13 commented Oct 1, 2024

@moss2k13 moss2k13 self-assigned this Oct 1, 2024
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moss2k13 commented Oct 1, 2024

ready for review guys

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