feature: support customized timeout for model data download and inference container startup health check for Hosting Endpoints

[chiui0x18]

This change also enables customization of ML instance storage volume size for Hosting Endpoints.

Issue #, if available:

Description of changes:

This change gives customers access to the capability of customizing 1) model data download timeout 2) inference container startup health check timeout and 3) ML instance storage volume size via SageMaker python SDK.

Testing done:

• Unit tests

Merge Checklist

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General

• I have read the CONTRIBUTING doc
• I certify that the changes I am introducing will be backword compatible, and I have discussed concerns about this, if any, with the Python SDK team
• I used the commit message format described in CONTRIBUTING
• I have passed the region in to all S3 and STS clients that I've initialized as part of this change.
• I have updated any necessary documentation, including READMEs and API docs (if appropriate)

Tests

• I have added tests that prove my fix is effective or that my feature works (if appropriate)
• I have added unit and/or integration tests as appropriate to ensure backward compatibility of the changes
• I have checked that my tests are not configured for a specific region or account (if appropriate)
• I have used unique_name_from_base to create resource names in integ tests (if appropriate)

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

[navinsoni]

/bot run all

[sagemaker-bot]

AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-unit-tests
• Commit ID: 852ffdd
• Result: FAILED
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[sagemaker-bot]

AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-local-mode-tests
• Commit ID: 852ffdd
• Result: SUCCEEDED
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[sagemaker-bot]

AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-pr
• Commit ID: 852ffdd
• Result: FAILED
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AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-notebook-tests
• Commit ID: 852ffdd
• Result: SUCCEEDED
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AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-slow-tests
• Commit ID: 852ffdd
• Result: FAILED
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[navinsoni]

/bot run all

[sagemaker-bot]

AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-unit-tests
• Commit ID: 4c7c863
• Result: SUCCEEDED
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[codecov-commenter]

Codecov Report

Merging #3388 (4c7c863) into master (1fa2377) will decrease coverage by 0.34%.
The diff coverage is 83.68%.

@@            Coverage Diff             @@
##           master    #3388      +/-   ##
==========================================
- Coverage   89.17%   88.83%   -0.35%     
==========================================
  Files         204      205       +1     
  Lines       18979    19445     +466     
==========================================
+ Hits        16924    17273     +349     
- Misses       2055     2172     +117     

Impacted Files	Coverage Δ
src/sagemaker/automl/automl.py	91.32% <ø> (ø)
src/sagemaker/huggingface/model.py	89.87% <ø> (ø)
src/sagemaker/pipeline.py	85.33% <ø> (ø)
src/sagemaker/sklearn/model.py	92.98% <ø> (-1.76%)	⬇️
...sagemaker/workflow/monitor_batch_transform_step.py	0.00% <0.00%> (ø)
src/sagemaker/xgboost/model.py	96.36% <ø> (-1.82%)	⬇️
...agemaker/model_monitor/clarify_model_monitoring.py	89.84% <27.58%> (-5.09%)	⬇️
src/sagemaker/session.py	71.48% <54.54%> (-0.19%)	⬇️
src/sagemaker/training_compiler/config.py	80.43% <60.00%> (-2.90%)	⬇️
src/sagemaker/pytorch/estimator.py	94.73% <63.63%> (-5.27%)	⬇️
... and 38 more

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[sagemaker-bot]

AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-slow-tests
• Commit ID: 4c7c863
• Result: FAILED
• Build Logs (available for 30 days)

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[sagemaker-bot]

AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-local-mode-tests
• Commit ID: 4c7c863
• Result: SUCCEEDED
• Build Logs (available for 30 days)

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[sagemaker-bot]

AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-pr
• Commit ID: 4c7c863
• Result: SUCCEEDED
• Build Logs (available for 30 days)

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[sagemaker-bot]

AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-notebook-tests
• Commit ID: 4c7c863
• Result: SUCCEEDED
• Build Logs (available for 30 days)

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