In a stream processing solution, you need to process data from multiple sources with different data formats. How would you approach this task to ensure efficient and accurate processing?

Simulated

Convert all the data to a single format before processing.

0.0%

Process each data source independently using a specific processing approach for each format.

16.7%

Use a distributed processing framework like Spark to process the data from multiple sources with different formats.

16.7%

Use a distributed processing framework like Spark to process the data from multiple sources with different formats and handle schema drift.

66.7%

Microsoft Azure Data Engineer Associate - DP-203