Fix/modelbuilder deploy datacacheconfig 5750#5764
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aviruthen wants to merge 10 commits intoaws:masterfrom
Open
Fix/modelbuilder deploy datacacheconfig 5750#5764aviruthen wants to merge 10 commits intoaws:masterfrom
aviruthen wants to merge 10 commits intoaws:masterfrom
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…eateInferenceCom (5750)
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The issue requests exposing additional CreateInferenceComponent API parameters through ModelBuilder.deploy(), primarily DataCacheConfig, BaseInferenceComponentName, Container specification, and VariantName. The _deploy_core_endpoint method in model_builder.py builds InferenceComponentSpecification but does not pass through these parameters. The sagemaker.core.shapes module already has InferenceComponentDataCacheConfig and related shapes. The fix requires: (1) adding new optional parameters to the deploy() method and _deploy_core_endpoint(), (2) wiring those parameters into the InferenceComponentSpecification and InferenceComponent.create() call, and (3) making variant_name configurable instead of hardcoded to 'AllTraffic'. The deploy wrappers in model_builder_servers.py pass **kwargs through to _deploy_core_endpoint, so they require no changes.
Includes unit and integration tests.