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Create a new boto3 session per thread #251

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merged 1 commit into from
Apr 29, 2023

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karan6181
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Description of changes:

  • Create a new boto3 session for every new thread. Session objects are not thread safe and should not be shared across threads and processes. Creating a new Session object for each thread or process.
  • It is recommended to create a resource instance for each thread / process in a multithreaded or multiprocess application rather than sharing a single instance among the threads / processes.

Issue #, if available:

Merge Checklist:

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General

  • I have read the contributor guidelines
  • This is a documentation change or typo fix. If so, skip the rest of this checklist.
  • I certify that the changes I am introducing will be backward compatible, and I have discussed concerns about this, if any, with the MosaicML team.
  • I have updated any necessary documentation, including README and API docs (if appropriate).

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  • I ran pre-commit on my change. (check out the pre-commit section of prerequisites)
  • I have added tests that prove my fix is effective or that my feature works (if appropriate).
  • I ran the tests locally to make sure it pass. (check out testing)
  • I have added unit and/or integration tests as appropriate to ensure backward compatibility of the changes.

@karan6181 karan6181 merged commit 6ac6a03 into mosaicml:main Apr 29, 2023
@karan6181 karan6181 deleted the boto3_thread_safe branch April 29, 2023 18:46
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2 participants