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Source Stream Settings

Configure incremental scanning with timestamp tracking for efficient delta updates.

Last Scanned Timestamp (SOURCE_STREAM_LAST_SCANNED_TIMESTAMP)

Last timestamp scanned from this data source. Used as part of SCAN_WHERE_CLAUSE for incremental scanning.

How it works:

  • Stored after each successful scan

  • Automatically updated when scans complete

  • Used to filter records in subsequent scans

  • Enables delta/incremental scanning

Incremental scanning:

  • Set SCAN_WHERE_CLAUSE to include timestamp filter (e.g., WHERE created_date > '<last_scanned_timestamp>')

  • Scans only new or changed records

  • Faster than full scans

  • Schema discovery still runs for new data

Resetting:

  • Remove timestamp from configuration to scan entire data source

  • Useful for full re-scanning after schema changes

  • Can be cleared manually in configuration

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