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v1.0.2 @ StatCan/minio-operator

Features / Updates:

  • Update for MinIO Server RELEASE.2021-01-05T05-22-38Z
    • Updated to RELEASE.2021-01-05T05-22-38Z of the MinIO Server image
    • Important list caching improvements
    • Major reduction in crawler memory usage
    • Important performance improvements with list caching and memory consumption
    • Do not use large buffers if not necessary
    • Update MinIO operator to v3.0.29
  • Patched MinIO Operator with binary lookup fix
  • Pulling MinIO from k8scc01covidacr.azurecr.io with ImagePullSecret now

Note: N/A

v1.0.0 @ StatCan/goofys-injector

Features / Updates:

  • Add container Index logic to only add volume mounts to specific container
  • Add MinIO mounts to Argo Workflows
  • Add the new tenants (standard, and premium)
  • Inject MinIO volume mounts using goofys

Note: N/A

v1.0.1 @ StatCan/aaw-kubeflow-containers

Features / Updates:

  • Added back Kale extension v0.6.0
    • Added Kale namespace logic via new NB_NAMESPACE parameter
    • Configure KFP via $HOME/.config/kfp/context.json file
  • Use short hashes for containers
  • LANG based on KF_LANG environment variable

Note: N/A

v1.0.1 @ StatCan/aaw-kubeflow-manifest

Features / Updates:

  • Added back Kale extension v0.6.0
  • Use short hashes for containers

Note: N/A

v1.0.1 @ StatCan/mlflow-operator

Features / Updates:

  • Update MLFlow to v1.13.0
    • Updated to latest stable of MLFlow v1.13.0
  • Re-architected folder structure and aligned with minio-operator for naming scheme

Note: N/A

v1.0.0 @ StatCan/aaw-kubeflow-mlops

Features / Updates:

  • Updated CI / CD to support experiments now running in user level namespaces
  • Updated the MLFlow python packages to 1.13.0
  • Updated Tensorflow container image and python packages to 2.2.1

Note: Right now the pipeline is executing as a specialized user, looking into how to paramterize to Users namespace on CI run

v1.0.0 @ StatCan/aaw-kubeflow-containers

Features / Updates:

  • Update to jupyter/datascience-notebook
    • Update base image to jupyter/datascience-notebook:42f4c82a07ff
    • Refined container image list to JupyterLab-CPU, JupyterLab-PyTorch, JupyterLab-Tensorflow, and RStudio
    • Updated to Docker Bits hierarchical structure
  • Update Visual Studio code-server to v3.8.0
    • Added default extensions Python and R
    • Revert to Dark theme

Note: N/A

v1.0.0 @ StatCan/aaw-kubeflow-manifest

Features / Updates:

  • Update to Kubeflow v1.2.0
    • Updated to v1.2.0 of Kubeflow
    • Updated to new Kustomize format kubeflow-5440
    • Enabled Multi User pipelines
    • Disabled endpoints for GKE

Note: As of this release we now have Multi-User Pipelines support. Please see the following issue for more information at kubeflow-5440

v1.0.0 @ StatCan/mlflow-operator

Features / Updates:

  • Update MLFlow to v1.12.1
    • Updated to latest stable of MLFlow v1.12.1
    • Updated all of the azure dependencies (data lake, blob account, file share, and queue)
    • Updated the PostgreSQL dependency

Note: Added logic to upgrade the indexed db between version bumps. Please see the following commit for more information at b901376

v1.0.0 @ StatCan/minio-operator

Features / Updates:

  • Update for MinIO Operator v3.0.29
    • Updated to v3.0.29 of the MinIO Operator image
    • Deprecation of older MinIO tenants in favor of standard and premium
    • Addition of new Open Policy Agent rules
    • Synced the old tenants to the new tenants
  • Update for MinIO Console v0.4.6
    • Updated to v0.4.6 of the MinIO Console image
  • Update for MinIO Server RELEASE.2020-12-10T01-54-29Z
    • Updated to RELEASE.2020-12-10T01-54-29Z of the MinIO Server image

Note: This was unfortunately a breaking change as we were initially using a very early alpha release. Please see the following issue for more information at daaas-300