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chore(deps): update dependency apache-airflow-providers-google to v16 - autoclosed #13446

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chore(deps): update dependency apache-airflow-providers-google to v16 - autoclosed #13446

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2 changes: 1 addition & 1 deletion composer/2022_airflow_summit/requirements.txt
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@@ -1,4 +1,4 @@
# be sure to update the constraints file to match
# see https://airflow.apache.org/docs/apache-airflow/stable/installation/installing-from-pypi.html#constraints-files
apache-airflow==2.6.3
apache-airflow-providers-google==10.2.0
apache-airflow-providers-google==16.0.0
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high

Updating apache-airflow-providers-google from 10.2.0 to 16.0.0 is a substantial upgrade, jumping from major version 10.x to 16.x. This carries a significant risk of introducing breaking changes, deprecations, or altered behavior in the Google Cloud operators and hooks.

Recommendations:

  • Thorough Changelog Review: Carefully examine the official apache-airflow-providers-google changelog for all versions between 10.2.0 and 16.0.0. Pay particular attention to any modifications affecting the operators and hooks used in your DAGs, such as:
    • DataprocCreateBatchOperator
    • BigQueryInsertJobOperator
    • GCSToBigQueryOperator
    • Authentication methods and connection configurations.
  • Comprehensive Testing: Before merging, conduct extensive testing of all DAGs that interact with Google Cloud services (especially data_analytics_dag.py and any others) in a staging or development environment. Verify that all tasks execute as expected and that data integrity is maintained.
  • Constraint File Synchronization: As noted in the comments within this file and in the general review summary, ensure the constraints.txt file is updated to apache-airflow-providers-google==16.0.0. This is crucial for consistent and reproducible Airflow environments.