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RELEASE.md

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Releasing new versions of AWS SageMaker Distribution

Releasing a new image version consists of two steps:

Step 0: Setup your local environment

Follow the steps documented in DEVELOPMENT.md to setup your local environment.

The steps below assume you'll run them on the command line where you've already activated the Conda environment for the project. However, you can achieve the same through, say, PyCharm as well.

Step 1: Create build artifacts for the target version

Let's say you want to create a new release on top of version 0.0.0.

export BASE_PATCH_VERSION='0.0.0'

Now, run one of the following 3 commands depending on what type of upgrade you want to do.

# If you want to create a new patch version on top of $BASE_PATCH_VERSION, run:
python src/main.py create-patch-version-artifacts --base-patch-version=$BASE_PATCH_VERSION

# Or for a new minor version:
python src/main.py create-minor-version-artifacts --base-patch-version=$BASE_PATCH_VERSION

# Or for a new major version:
python src/main.py create-major-version-artifacts --base-patch-version=$BASE_PATCH_VERSION

Note: if the directory for the target version already exists, you can pass a --force flag to any of the commands above. That will overwrite the directory.

Step 2: Build images for the target version

Run the following to build the new images and upload them to one or more ECR repositories:

export TARGET_PATCH_VERSION='0.0.1'
export TARGET_REPO_1='...'
export TARGET_REPO_2='...'
export AWS_REGION_FOR_TARGET_REPO='...'

python src/main.py build \
  --target-patch-version=$TARGET_PATCH_VERSION \
  --target-ecr-repo=$TARGET_REPO_1 --target-ecr-repo=$TARGET_REPO_2 \
  --region=$AWS_REGION_FOR_TARGET_REPO

Note:

  • As you can see above, the --target-ecr-repo parameter can be supplied zero or multiple times. If not supplied, the tool will just build a local image. If supplied multiple times, it'll upload the images to all those ECR repositories.
  • There is also a --skip-tests flag which, by default, is false. You can supply it if you'd like to skip tests locally. However, we'll make sure the tests succeed before any image is release publicly.