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Databricks Certified Data Engineer Professional Exam Databricks-Certified-Professional-Data-Engineer Question # 12 Topic 2 Discussion

Databricks Certified Data Engineer Professional Exam Databricks-Certified-Professional-Data-Engineer Question # 12 Topic 2 Discussion

Databricks-Certified-Professional-Data-Engineer Exam Topic 2 Question 12 Discussion:
Question #: 12
Topic #: 2

A junior data engineer is migrating a workload from a relational database system to the Databricks Lakehouse. The source system uses a star schema, leveraging foreign key constrains and multi-table inserts to validate records on write.

Which consideration will impact the decisions made by the engineer while migrating this workload?


A.

All Delta Lake transactions are ACID compliance against a single table, and Databricks does not enforce foreign key constraints.


B.

Databricks only allows foreign key constraints on hashed identifiers, which avoid collisions in highly-parallel writes.


C.

Foreign keys must reference a primary key field; multi-table inserts must leverage Delta Lake ' s upsert functionality.


D.

Committing to multiple tables simultaneously requires taking out multiple table locks and can lead to a state of deadlock.


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