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[GCP] [BigQuery] Handle totalBytesProcessed NoneType #27474

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merged 4 commits into from
Jul 21, 2023

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ohaibbq
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@ohaibbq ohaibbq commented Jul 12, 2023

fixes #22701

Some queries may not have access to totalBytesProcessed as a result of row-level security.

Per their docs:

BigQuery hides sensitive statistics on all queries against tables with row-level security.

If any maintainer has some advice on where a good place to implement tests for this is, please let me know :)

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ohaibbq commented Jul 12, 2023

In addition to the report in #22701, we started seeing the same failure in our pipelines.

Error message from worker: Traceback (most recent call last):
  File "apache_beam/runners/common.py", line 1417, in apache_beam.runners.common.DoFnRunner.process
  File "apache_beam/runners/common.py", line 623, in apache_beam.runners.common.SimpleInvoker.invoke_process
  File "apache_beam/runners/common.py", line 1571, in apache_beam.runners.common._OutputHandler.handle_process_outputs
  File "/usr/local/lib/python3.9/site-packages/apache_beam/runners/worker/bundle_processor.py", line 1454, in process
    for part, size in self.restriction_provider.split_and_size(
  File "/usr/local/lib/python3.9/site-packages/apache_beam/transforms/core.py", line 331, in split_and_size
    for part in self.split(element, restriction):
  File "/usr/local/lib/python3.9/site-packages/apache_beam/io/iobase.py", line 1641, in split
    estimated_size = restriction.source().estimate_size()
  File "/usr/local/lib/python3.9/site-packages/apache_beam/io/gcp/bigquery.py", line 870, in estimate_size
    size = int(job.statistics.totalBytesProcessed)
TypeError: int() argument must be a string, a bytes-like object or a number, not 'NoneType'

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codecov bot commented Jul 12, 2023

Codecov Report

Merging #27474 (61225e0) into master (b54bf52) will increase coverage by 0.04%.
The diff coverage is 33.33%.

❗ Current head 61225e0 differs from pull request most recent head 8eddf8d. Consider uploading reports for the commit 8eddf8d to get more accurate results

@@            Coverage Diff             @@
##           master   #27474      +/-   ##
==========================================
+ Coverage   71.12%   71.17%   +0.04%     
==========================================
  Files         860      861       +1     
  Lines      104573   104523      -50     
==========================================
+ Hits        74378    74390      +12     
+ Misses      28638    28585      -53     
+ Partials     1557     1548       -9     
Flag Coverage Δ
python 80.37% <33.33%> (+0.03%) ⬆️

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Impacted Files Coverage Δ
sdks/python/apache_beam/io/gcp/bigquery.py 70.46% <33.33%> (-0.16%) ⬇️

... and 28 files with indirect coverage changes

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Reminder, please take a look at this pr: @AnandInguva @ahmedabu98

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This LGTM and is in line with BoundedSource documentation:

Returns:
estimated size of the source if the size can be determined, ``None``
otherwise.

@Abacn Abacn merged commit 98cef8b into apache:master Jul 21, 2023
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ohaibbq commented Jul 24, 2023

@ahmedabu98 @Abacn Thank you for the approval and merge ❤️
Do we have an estimated idea of when 2.50.0 will be released?

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Abacn commented Jul 25, 2023

Hi, 2.50.0 is scheduled in early September

cushon pushed a commit to cushon/beam that referenced this pull request May 24, 2024
* [GCP] [BigQuery] Handle totalBytesProcessed NoneType

* Update CHANGES.md

* lint / whitespace

---------

Co-authored-by: Yi Hu <yathu@google.com>
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[Bug]: BigQuery Row Level Security Reading Data
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