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fix: remove unnecessary get caller identity call #3960

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evakravi
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Issue #, if available:

Description of changes:
The implementation of resolve_model_sagemaker_config_field and resolve_estimator_sagemaker_config_field calls get_caller_identity_arn if default_value is None (See: https://github.com/aws/sagemaker-python-sdk/blob/master/src/sagemaker/jumpstart/utils.py#L514). When direct_input is not None (the customer specifies a role), we do not want to call get_caller_identity_arn, especially since it can fail it the permissions don't allow this, and cause excessive logging as a result. As a result, we should pass the role string as default_value, so that when a customer specifies a role, we do not call get_caller_identity_arn.

Testing done:

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@evakravi evakravi requested a review from a team as a code owner June 26, 2023 20:14
@evakravi evakravi requested review from mufaddal-rohawala and removed request for a team June 26, 2023 20:14
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codecov-commenter commented Jun 30, 2023

Codecov Report

Merging #3960 (2eb2802) into master (a8b6b1d) will decrease coverage by 0.73%.
The diff coverage is 100.00%.

❗ Current head 2eb2802 differs from pull request most recent head a7a404b. Consider uploading reports for the commit a7a404b to get more accurate results

@@            Coverage Diff             @@
##           master    #3960      +/-   ##
==========================================
- Coverage   90.32%   89.60%   -0.73%     
==========================================
  Files        1296      306     -990     
  Lines      114132    28230   -85902     
==========================================
- Hits       103088    25295   -77793     
+ Misses      11044     2935    -8109     
Impacted Files Coverage Δ
src/sagemaker/jumpstart/factory/estimator.py 98.42% <ø> (ø)
src/sagemaker/jumpstart/factory/model.py 97.01% <ø> (ø)
src/sagemaker/clarify.py 97.49% <100.00%> (ø)
src/sagemaker/djl_inference/model.py 91.11% <100.00%> (ø)

... and 1598 files with indirect coverage changes

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/bot run notebook-tests

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@knikure knikure merged commit fa3d6f1 into aws:master Jul 11, 2023
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