CERTIFIED-DATA-ANALYST-ASSOCIATE · Question #53
A data engineering team has created a Structured Streaming pipeline that processes data in micro- batches and populates gold-level tables. The microbatches are triggered every 10 minutes. A data analy
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Question
A data engineering team has created a Structured Streaming pipeline that processes data in micro- batches and populates gold-level tables. The microbatches are triggered every 10 minutes. A data analyst has created a dashboard based on this gold level data. The project stakeholders want to see the results in the dashboard updated within 10 minutes or less of new data becoming available within the gold-level tables. What is the ability to ensure the streamed data is included in the dashboard at the standard requested by the project stakeholders?
Options
- AA refresh schedule with an interval of 10 minutes or less
- BA refresh schedule with an always-on SQL Warehouse (formerly known as SQL Endpoint
- CA refresh schedule with stakeholders included as subscribers
- DA refresh schedule with a Structured Streaming cluster
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