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0.3.3
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@bcdurak bcdurak released this 26 Feb 16:02
· 5958 commits to main since this release
0.3.3
3c8121b

This release is a significant one as it includes the first version of the AWS integration. It allows you to use ZenML to launch an EC2 instance as an orchestrator and execute a ZenML pipeline possibly coupled with an S3 artifact store and RDS metadata store.

It is a new feature and it does not include any breaking changes.

In order to install ZenML with the AWS integration attached, you can follow:

pip install --upgrade zenml[aws]
zenml init

New Features

  • OrchestratorAWSBackend implemented to launch an EC2 instance as the orchestrator.
  • While you are using the new orchestrator backend, you may use S3 and RDS.
  • Implemented an example which covers the basic process if you would like to start testing it right away.

Bug Fixes + Refactor

  • For more advanced use-cases, more examples will follow in the future.
  • Numerous small bugs and refinements.
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