Replace the SageMaker Python SDK with direct boto3 calls - #281

Merged

shchur merged 16 commits into

sagemaker-v3-core

Oct 2, 2026

Commits on Oct 1, 2026

Migrate to SageMaker Python SDK v3 (sagemaker-core)
shchur
committed
b120e67

Commits on Oct 2, 2026

Pin sagemaker-core>=2.18 and stream job logs through our own session
shchur
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ebd318c
Fix sagemaker-core acronym field serialization and unit test setup
shchur
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5883dda
Simplify SageMaker request helpers and isolate sagemaker-core workarounds
shchur
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c4683e8
Add reusable SageMakerConfig backend settings and bind prediction futures to their jobs
shchur
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783a9c2
Call SageMaker through each backend's boto3 clients instead of sagemaker-core resources
shchur
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7e43a3d
Drop the sagemaker-core dependency
shchur
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ca921eb
Trim SageMaker SDK migration to the minimal API change
shchur
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7b0778f
Align predict() result handling with fit_predict()
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2c60d6a
Let retrieve_image_uri pass through a custom image URI
shchur
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1d51cdd
Fix resource tracking with backend_overrides and restore SDK behaviors
shchur
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4a62b4b
Reject custom entry point scripts with an explicit error
shchur
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dbfa59c
Reject overrides of resource references; harden deploy rollback
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4382ea7
Drop attach_endpoint type check
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d56f415
Name the endpoint config after the endpoint, as SDK v2 did
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ce4f816
Name the endpoint's model after the endpoint, like batch predict does
shchur
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025258c