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address doc string and cloud pickle comments

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PreCommit Python PVR Flink on: pull_request_target 34

beam_PreCommit_Python_PVR_Flink (Run Python_PVR_Flink PreCommit)

Python 3.10 Test Results (self-hosted, ubuntu-20.04, highmem)

Python 3.10 Test Results (self-hosted, ubuntu-20.04, main)

Python 3.10 Test Results (ubuntu-latest)

Python 3.11 Test Results (self-hosted, ubuntu-20.04, main)

Python 3.12 Test Results (self-hosted, ubuntu-20.04, main)

Python 3.12 Test Results (ubuntu-latest)

Python 3.13 Test Results (self-hosted, ubuntu-20.04, main)

Python 3.13 Test Results (ubuntu-latest)

Test Results

PreCommit Xlang Generated Transforms on: pull_request_target

beam_PreCommit_Xlang_Generated_Transforms (Run Xlang_Generated_Transforms PreCommit 3.10)

PreCommit Python Dataframes on: pull_request_target

beam_PreCommit_Python_Dataframes (Run Python_Dataframes PreCommit 3.10)

beam_PreCommit_Python_Dataframes (Run Python_Dataframes PreCommit 3.11)

beam_PreCommit_Python_Dataframes (Run Python_Dataframes PreCommit 3.12)

beam_PreCommit_Python_Dataframes (Run Python_Dataframes PreCommit 3.13)

PreCommit Python Docs on: pull_request_target

beam_PreCommit_PythonDocs (Run PythonDocs PreCommit)

PreCommit Python Transforms on: pull_request_target

beam_PreCommit_Python_Transforms (Run Python_Transforms PreCommit 3.10)

beam_PreCommit_Python_Transforms (Run Python_Transforms PreCommit 3.11)

beam_PreCommit_Python_Transforms (Run Python_Transforms PreCommit 3.12)

beam_PreCommit_Python_Transforms (Run Python_Transforms PreCommit 3.13)

pr-bot-pr-updates on: pull_request_target

process-pr-update

PreCommit YAML Xlang Direct on: pull_request_target 1

beam_PreCommit_Yaml_Xlang_Direct (Run Yaml_Xlang_Direct PreCommit)

PreCommit Portable Python on: pull_request_target

beam_PreCommit_Portable_Python (Run Portable_Python PreCommit 3.10)

beam_PreCommit_Portable_Python (Run Portable_Python PreCommit 3.13)

PreCommit Python Docker on: pull_request_target 12

beam_PreCommit_PythonDocker (Run PythonDocker PreCommit 3.10)

beam_PreCommit_PythonDocker (Run PythonDocker PreCommit 3.11)

beam_PreCommit_PythonDocker (Run PythonDocker PreCommit 3.12)

beam_PreCommit_PythonDocker (Run PythonDocker PreCommit 3.13)

PreCommit Python Formatter on: pull_request_target

beam_PreCommit_PythonFormatter (Run PythonFormatter PreCommit)

PreCommit Python Coverage on: pull_request_target 4

beam_PreCommit_Python_Coverage (Run Python_Coverage PreCommit 3.10) (self-hosted, ubuntu-20.04, highmem)

beam_PreCommit_Python_Coverage (Run Python_Coverage PreCommit 3.10) (ubuntu-latest)

LabelPrs on: pull_request_target

label

PreCommit Python on: pull_request_target

beam_PreCommit_Python (Run Python PreCommit 3.10)

beam_PreCommit_Python (Run Python PreCommit 3.11)

beam_PreCommit_Python (Run Python PreCommit 3.12)

beam_PreCommit_Python (Run Python PreCommit 3.13)

PreCommit RAT on: pull_request_target

beam_PreCommit_RAT (Run RAT PreCommit)

PreCommit Python Runners on: pull_request_target

beam_PreCommit_Python_Runners (Run Python_Runners PreCommit 3.10)

beam_PreCommit_Python_Runners (Run Python_Runners PreCommit 3.11)

beam_PreCommit_Python_Runners (Run Python_Runners PreCommit 3.12)

beam_PreCommit_Python_Runners (Run Python_Runners PreCommit 3.13)

PreCommit Python Lint on: pull_request_target 1

beam_PreCommit_PythonLint (Run PythonLint PreCommit)

PreCommit Python ML tests with ML deps installed on: pull_request_target 7

beam_PreCommit_Python_ML (Run Python_ML PreCommit 3.10) (self-hosted, ubuntu-20.04, main)

beam_PreCommit_Python_ML (Run Python_ML PreCommit 3.11) (self-hosted, ubuntu-20.04, main)

beam_PreCommit_Python_ML (Run Python_ML PreCommit 3.12) (self-hosted, ubuntu-20.04, main)

beam_PreCommit_Python_ML (Run Python_ML PreCommit 3.12) (ubuntu-latest)

beam_PreCommit_Python_ML (Run Python_ML PreCommit 3.13) (self-hosted, ubuntu-20.04, main)

beam_PreCommit_Python_ML (Run Python_ML PreCommit 3.13) (ubuntu-latest)

PreCommit Python Examples on: pull_request_target

beam_PreCommit_Python_Examples (Run Python_Examples PreCommit 3.10)

beam_PreCommit_Python_Examples (Run Python_Examples PreCommit 3.11)

beam_PreCommit_Python_Examples (Run Python_Examples PreCommit 3.12)

beam_PreCommit_Python_Examples (Run Python_Examples PreCommit 3.13)

PreCommit Python Integration on: pull_request_target 2

beam_PreCommit_Python_Integration (Run Python_Integration PreCommit 3.10)

beam_PreCommit_Python_Integration (Run Python_Integration PreCommit 3.13)

PreCommit Prism Python on: pull_request_target

beam_PreCommit_Prism_Python (Run Prism_Python PreCommit 3.10)

beam_PreCommit_Prism_Python (Run Prism_Python PreCommit 3.13)

Build python source distribution and wheels on: pull_request 7

Check environment variables

Build python source distribution

Prepare GCS

Build python cp310- wheels on auto for ubuntu-20.04

Build python cp311- wheels on auto for ubuntu-20.04

Build python cp312- wheels on auto for ubuntu-20.04

Build python cp313- wheels on auto for ubuntu-20.04

Build python cp310- wheels on auto for macos-15

Build python cp311- wheels on auto for macos-15

Build python cp312- wheels on auto for macos-15

Build python cp313- wheels on auto for macos-15

Build python cp310- wheels on auto for windows-latest

Build python cp311- wheels on auto for windows-latest

Build python cp312- wheels on auto for windows-latest

Build python cp313- wheels on auto for windows-latest

Build python cp310- wheels on aarch64 for ubuntu-20.04

Build python cp311- wheels on aarch64 for ubuntu-20.04

Build python cp312- wheels on aarch64 for ubuntu-20.04

Build python cp313- wheels on aarch64 for ubuntu-20.04

Upload python source distribution to GCS bucket

Upload wheels to GCS bucket

Branch repo nightly

List files on Google Cloud Storage Bucket

Python tests on: pull_request

Check GCP variables

Python Unit Tests (macos-latest, 3.10, py310)

Python Unit Tests (macos-latest, 3.11, py311)

Python Unit Tests (macos-latest, 3.12, py312)

Python Unit Tests (macos-latest, 3.13, py313)

Python Unit Tests (windows-latest, 3.10, py310)

Python Unit Tests (windows-latest, 3.11, py311)

Python Unit Tests (windows-latest, 3.12, py312)

Python Unit Tests (windows-latest, 3.13, py313)

Python Wordcount Direct Runner (self-hosted, ubuntu-20.04, main, 3.10)

Python Wordcount Direct Runner (self-hosted, ubuntu-20.04, main, 3.11)

Python Wordcount Direct Runner (self-hosted, ubuntu-20.04, main, 3.12)

Python Wordcount Direct Runner (self-hosted, ubuntu-20.04, main, 3.13)

Python Wordcount Direct Runner (macos-latest, 3.10)

Python Wordcount Direct Runner (macos-latest, 3.11)

Python Wordcount Direct Runner (macos-latest, 3.12)

Python Wordcount Direct Runner (macos-latest, 3.13)

Python Wordcount Direct Runner (windows-latest, 3.10)

Python Wordcount Direct Runner (windows-latest, 3.11)

Python Wordcount Direct Runner (windows-latest, 3.12)

Python Wordcount Direct Runner (windows-latest, 3.13)

Build python source distribution

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