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DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE · Question #13

DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE Question #13: Real Exam Question with Answer & Explanation

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Submitted by noor.lb· Apr 18, 2026ELT with Spark SQL and Python

Question

A dataset has been defined using Delta Live Tables and includes an expectations clause: CONSTRAINT valid_timestamp EXPECT (timestamp > '2020-01-01') ON VIOLATION DROP ROW What is the expected behavior when a batch of data containing data that violates these constraints is processed?

Options

  • ARecords that violate the expectation are dropped from the target dataset and loaded into a
  • BRecords that violate the expectation are added to the target dataset and flagged as invalid in a
  • CRecords that violate the expectation are dropped from the target dataset and recorded as invalid in
  • DRecords that violate the expectation are added to the target dataset and recorded as invalid in the
  • ERecords that violate the expectation cause the job to fail.

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Topics

#Delta Live Tables#Data Quality#Expectations#Constraint Violations
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