Data Cleaning Exercises

Pro exercise

Load a new batch only once

A nightly batch can contain orders that an earlier run already loaded. Skip those so re-running the load never inserts an order twice, then validate the amounts of the genuinely new orders.

  • idempotence
  • incremental loads
  • joins

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