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[DOP-18571] Collect and log Spark metrics in various method calls #2432

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[DOP-18571] Collect and log Spark metrics in various method calls

[DOP-18571] Collect and log Spark metrics in various method calls #2432

Run HDFS tests (server=hadoop3-hdfs, spark=3.5.1, pydantic=2, java=20, python=3.12, os=ubuntu-latest)  /  Run HDFS tests (server=hadoop3-hdfs, spark=3.5.1, pydantic=2, java=20, python=3.12, os=ubuntu-latest)

Run HDFS tests (server=hadoop3-hdfs, spark=3.5.1, pydantic=2, java=20, python=3.12, os=ubuntu-latest) / Run HDFS tests (server=hadoop3-hdfs, spark=3.5.1, pydantic=2, java=20, python=3.12, os=ubuntu-latest)
succeeded Aug 8, 2024 in 6m 37s