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feat: local download dir for Model and Estimator classes #3602

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Merged
merged 2 commits into from
Jan 19, 2023

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@evakravi evakravi commented Jan 18, 2023

Issue #, if available:

Description of changes:
This PR is identical to #3535, which has been closed due to issues with rebasing.

Adds local_download_dir argument to Estimator and Model classes. This allows users the ability to specify a directory for downloading temporary artifacts. This change was motivated by the need to use a non-default download location when using the SageMaker Python SDK in SageMaker Studio (disk space limit errors were experienced).

Testing done:
Added unit tests.

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@evakravi evakravi requested a review from a team as a code owner January 18, 2023 23:39
@evakravi evakravi requested review from vikas0203 and removed request for a team January 18, 2023 23:39
@evakravi evakravi changed the title feat: local download dir feat: local download dir for Model and Estimator classes Jan 18, 2023
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codecov-commenter commented Jan 19, 2023

Codecov Report

Merging #3602 (2380193) into master (1fa2377) will decrease coverage by 0.38%.
The diff coverage is 87.75%.

@@            Coverage Diff             @@
##           master    #3602      +/-   ##
==========================================
- Coverage   89.17%   88.79%   -0.38%     
==========================================
  Files         204      227      +23     
  Lines       18979    22151    +3172     
==========================================
+ Hits        16924    19670    +2746     
- Misses       2055     2481     +426     
Impacted Files Coverage Δ
src/sagemaker/dataset_definition/inputs.py 100.00% <ø> (ø)
src/sagemaker/huggingface/model.py 89.87% <ø> (ø)
src/sagemaker/lineage/_utils.py 100.00% <ø> (+12.50%) ⬆️
src/sagemaker/pipeline.py 85.33% <ø> (ø)
src/sagemaker/pytorch/training_compiler/config.py 84.61% <ø> (ø)
src/sagemaker/rl/estimator.py 93.05% <ø> (ø)
src/sagemaker/session.py 74.02% <ø> (+2.36%) ⬆️
src/sagemaker/session_settings.py 100.00% <ø> (ø)
src/sagemaker/sklearn/estimator.py 93.93% <ø> (-6.07%) ⬇️
src/sagemaker/sklearn/model.py 92.98% <ø> (-1.76%) ⬇️
... and 98 more

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/bot run notebook-tests, slow-tests

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/bot run slow-tests, notebook-tests

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/bot run notebook-tests

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@trajanikant trajanikant merged commit e63fb97 into aws:master Jan 19, 2023
JoseJuan98 pushed a commit to JoseJuan98/sagemaker-python-sdk that referenced this pull request Mar 4, 2023
nmadan pushed a commit to nmadan/sagemaker-python-sdk that referenced this pull request Apr 18, 2023
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