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DLQ support in RunInference #26261

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merged 5 commits into from
Apr 14, 2023

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@damccorm damccorm commented Apr 13, 2023

Adds support for use_exception_handling in RunInference. We don't get this for free because use_exception_handling is a function on ParDo, not on PTransform (which is the superclass of RunInference)

Fixes #24209


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| 'BeamML_RunInference' >> run_inference_pardo)

def with_exception_handling(
self, *, exc_class=Exception, use_subprocess=False, threshold=1):
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@AnandInguva AnandInguva Apr 13, 2023

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nit: Do we want to provide main_tag and dead_letter_tag? since we already mentioned by default good tag and bad tag so not sure how useful it will be.

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I originally had it, but intentionally omitted it since those are primarily useful in the context of having >2 outputs

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Sg

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Run Python_Coverage PreCommit

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codecov bot commented Apr 14, 2023

Codecov Report

Merging #26261 (bf535a5) into master (e0e1398) will increase coverage by 0.59%.
The diff coverage is 100.00%.

@@            Coverage Diff             @@
##           master   #26261      +/-   ##
==========================================
+ Coverage   71.21%   71.81%   +0.59%     
==========================================
  Files         787      752      -35     
  Lines      103330   101386    -1944     
==========================================
- Hits        73588    72809     -779     
+ Misses      28246    27095    -1151     
+ Partials     1496     1482      -14     
Flag Coverage Δ
python 81.06% <100.00%> (+1.21%) ⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
sdks/python/apache_beam/io/textio.py 94.89% <ø> (ø)
sdks/python/setup.py 0.00% <ø> (ø)
sdks/python/apache_beam/ml/inference/base.py 96.28% <100.00%> (+0.16%) ⬆️

... and 48 files with indirect coverage changes

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@damccorm damccorm merged commit b9f27f9 into apache:master Apr 14, 2023
@damccorm damccorm deleted the users/damccorm/runInferenceDLQ branch April 14, 2023 21:23
Args:
exc_class: An exception class, or tuple of exception classes, to catch.
Optional, defaults to 'Exception'.
use_subprocess: Whether to execute the DoFn logic in a subprocess. This
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JFYI, use_subprocess currently has some known issues / limitations, which may surface here as well.

jakubrauch pushed a commit to jakubrauch/beam that referenced this pull request Apr 27, 2023
* DLQ support in RunInference

* Doc example

* Comment

* CHANGES.md
rezarokni pushed a commit to rezarokni/beam that referenced this pull request May 22, 2023
* DLQ support in RunInference

* Doc example

* Comment

* CHANGES.md
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[Task]: RunInference - send failures to dead letter queue
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