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Protect Data Integrity in Migration

MediumPipelines00:00
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Your question is Protect Data Integrity in Migration. Take a moment with it on the right.

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Problem

Scenario

You are migrating an existing data pipeline from one warehouse and orchestration setup to another. The main concern is keeping source and target data aligned while the cutover happens, including historical backfills, duplicate prevention, and validation of row counts and key fields.

Question

How would you ensure data integrity during a migration?