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KubeFATE v1.9.0

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@JingChen23 JingChen23 released this 01 Sep 06:10
· 64 commits to master since this release
f5af31a

By downloading, installing or using the software, you accept and agree to be bound by all of the terms and conditions of the LICENSE and DISCLAIMER.

KubeFATE v1.9.0 supports FATE v1.9.0, FATE-Serving v2.1.6, and brings the following updates:

  • Support FATE v1.9.0, FATE-Serving v2.1.6, and upgrade major related dependencies to Python 3.8.13, Spark 3.1.2, and Hadoop 3.2;
  • Support FATE version rolling upgrade, support module update and data automatic migration via upgrade command;
  • Support TLS for RollSite in both Kubernetes mode and Docker-Compose mode;
  • Support customizing resource requests/limitations for several key FATE components, e.g. NodeManager, Spark Worker, etc.;
  • Support pre-validation of deployment YAML;
  • Extend the KubeFATE CLI command to collect support-bundles for troubleshooting;
  • Optimize and add hooks to different architectures of FATE: storage engine, federated engine, computing engine, algorithm type, CPU library, etc., and support the preview feature - IPCL-enabled FATE deployment;
  • Improve the documents;
  • Fix some bugs.

The deliverables include:

  • The Docker Compose package v1.9.0;
  • The FATE v1.9.0 helm chart;
  • The Exchange v1.9.0 helm chart;
  • The FATE-Serving v2.1.6 helm chart;
  • The KubeFATE CLI v1.4.5;
  • KubeFATE server image v1.4.5.