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testing on a native table #653

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@tchow-zlai tchow-zlai commented Apr 16, 2025

Summary

Checklist

  • Added Unit Tests
  • Covered by existing CI
  • Integration tested
  • Documentation update

Summary by CodeRabbit

  • Chores
    • Enhanced logging to show table names and partition values for improved traceability.
    • Added logging of provider information during data format processing for better visibility.
    • Improved catalog name resolution with enhanced parsing and error handling.
    • Updated catalog detection logic and related tests for more accurate table identifier processing.
    • Introduced detailed logging for table loading and BigQuery table identification to aid debugging.

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coderabbitai bot commented Apr 16, 2025

Walkthrough

Logging statements were added to two components: the partitions method in the BigQueryNative object now logs the table name and partition values after retrieval, and the readFormat method in GcpFormatProvider logs the extracted provider string before matching its format. The getCatalog method was removed from DefaultFormatProvider and introduced as a new method in the Format object with an implicit SparkSession parameter. Corresponding test code was updated to use the new Format.getCatalog method. Additionally, DelegatingBigQueryMetastoreCatalog gained logging around table loading with exception handling. No changes were made to the core logic, control flow, or error handling.

Changes

File Path Change Summary
cloud_gcp/src/main/scala/ai/chronon/integrations/cloud_gcp/BigQueryNative.scala Added info log in partitions method showing table name and partition values.
cloud_gcp/src/main/scala/ai/chronon/integrations/cloud_gcp/GcpFormatProvider.scala Added detailed logging around provider string extraction in readFormat; replaced getCatalog call with new Format.getCatalog using implicit SparkSession.
spark/src/main/scala/ai/chronon/spark/format/DefaultFormatProvider.scala Removed getCatalog method.
spark/src/main/scala/ai/chronon/spark/format/Format.scala Added protected lazy logger and new getCatalog method with implicit SparkSession to parse catalog from table name.
spark/src/test/scala/ai/chronon/spark/test/TableUtilsTest.scala Updated test to call Format.getCatalog with implicit SparkSession instead of DefaultFormatProvider.getCatalog.
cloud_gcp/src/main/scala/ai/chronon/integrations/cloud_gcp/DelegatingBigQueryMetastoreCatalog.scala Added SLF4J logger and info logs in loadTable method for constructed TableId and table friendly name; wrapped retrieval in try-catch with logging.

Possibly related PRs

Suggested reviewers

  • nikhil-zlai
  • piyush-zlai
  • david-zlai

Poem

A log now whispers in the code,
Of partitions found, their values showed.
BigQuery’s secrets, once unseen,
Now shimmer softly on the screen.
Debugging’s joy, in lines so few,
Hooray for logs—our data’s view!
And formats named with logging’s glow,
Provider strings now proudly show!

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Actionable comments posted: 0

🧹 Nitpick comments (1)
spark/src/main/scala/ai/chronon/spark/format/Format.scala (1)

61-71: Add explicit return type.

Method should declare String return type.

-  def getCatalog(tableName: String)(implicit sparkSession: SparkSession) = {
+  def getCatalog(tableName: String)(implicit sparkSession: SparkSession): String = {

Also, log message mentions "read format" but method retrieves catalog.

-    logger.info(s"Retrieving read format for table: ${tableName}")
+    logger.info(s"Retrieving catalog for table: ${tableName}")
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📒 Files selected for processing (5)
  • cloud_gcp/src/main/scala/ai/chronon/integrations/cloud_gcp/BigQueryNative.scala (2 hunks)
  • cloud_gcp/src/main/scala/ai/chronon/integrations/cloud_gcp/GcpFormatProvider.scala (1 hunks)
  • spark/src/main/scala/ai/chronon/spark/format/DefaultFormatProvider.scala (0 hunks)
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  • spark/src/test/scala/ai/chronon/spark/test/TableUtilsTest.scala (2 hunks)
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🔇 Additional comments (1)
spark/src/main/scala/ai/chronon/spark/format/Format.scala (1)

49-49: Logger addition looks good.

Properly defined as transient and lazy.

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