You are working on a stream processing solution that processes real-time data from a stock trading platform. The solution needs to replay archived stream data for historical analysis. How would you approach this task?

Simulated

Disable data archiving and rely on real-time processing only.

0.0%

Replay the archived data using the same stream processing solution, without making any changes to the processing logic.

25.0%

Replay the archived data using a separate batch processing solution, ignoring the real-time requirements.

0.0%

Replay the archived data using the stream processing solution, with modifications to the processing logic to handle historical analysis.

75.0%

Microsoft Azure Data Engineer Associate - DP-203