feat(sagemaker): add model hosting L2 constructs #20113
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Based closely on PR aws#2888, this commit introduces the Endpoint L2 construct and the L2 constructs on which it depends, including Model and EndpointConfig. Departures from PR aws#2888 include: - EndpointConfig definition moved into its own L2 construct as one EndpointConfig resource may be shared by multiple Endpoints. - An Endpoint-specific IEndpointProductionVariant interface was added to support "metric*" and "autoScale*" APIs per endpoint-variant combination. - The Notebook construct was excluded from this new commit to limit changes to model hosting use-cases only. - Feedback on the earlier PR has been incorporated into this new commit. fixes aws#2809 Co-authored-by: Matt McClean <[email protected]> Co-authored-by: Yao <[email protected]> Co-authored-by: Drew Jetter <[email protected]> Co-authored-by: Murali Ganesh <[email protected]> Co-authored-by: Abilash Rangoju <[email protected]>
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The RFC associated with this PR has been approved and merged, and the API bar raiser has asked me to break the implementation down into a smaller set of PRs, covering the L2 constructs for |
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Based closely on PR #2888, this commit introduces the Endpoint L2
construct and the L2 constructs on which it depends, including Model and
EndpointConfig. Departures from PR #2888 include:
EndpointConfig resource may be shared by multiple Endpoints.
support "metric*" and "autoScale*" APIs per endpoint-variant
combination.
changes to model hosting use-cases only.
fixes #2809
Co-authored-by: Matt McClean [email protected]
Co-authored-by: Long Yao [email protected]
Co-authored-by: Drew Jetter [email protected]
Co-authored-by: Murali Ganesh [email protected]
Co-authored-by: Abilash Rangoju [email protected]
All Submissions:
Adding new Unconventional Dependencies:
New Features
yarn integto deploy the infrastructure and generate the snapshot (i.e.yarn integwithout--dry-run)?By submitting this pull request, I confirm that my contribution is made under the terms of the Apache-2.0 license