fix: use TemporaryDirectory instead of NamedTemporaryFile for MLTable… #3618
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CynicDog
requested review from
kingernupur,
jayesh-tanna,
achauhan-scc and
imatiach-msft
as code owners
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@microsoft-github-policy-service agree |
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@imatiach-msft @kingernupur @jayesh-tanna @achauhan-scc |
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Description
This PR improves the way temporary MLTable data is handled and uploaded in the model monitoring preprocessing script.
Key change:
tempfile.NamedTemporaryFilewithtempfile.TemporaryDirectorywhen saving the MLTable object before uploading to Azure Machine Learning.Before:
The MLTable was saved using
NamedTemporaryFile, resulting in a single-file output path.After:
Switched to
TemporaryDirectory, which better reflects MLTable's directory-based format and avoids issues during upload.