How does stream processing impact the testing strategy in real-time data integration?

  • It eliminates the need for testing
  • It necessitates testing of data integrity in motion
  • It requires specialized tools for testing
  • It simplifies the testing process
Stream processing in real-time data integration introduces the need to test data integrity in motion. Unlike traditional batch processing, where data is static, stream processing deals with data in motion, requiring tests to ensure data consistency, accuracy, and completeness as it flows through the system.
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