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A data engineer is working on a personal laptop and needs to perform complex transformations...

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A data engineer is working on a personal laptop and needs to perform complex transformations on data stored in a Delta Lake on cloud storage. The engineer decides to use Databricks Connect to interact with Databricks clusters and work in their local IDE.

How does Databricks Connect enable the engineer to develop, test, and debug code seamlessly on their local machine while interacting with Databricks clusters?

A.

By allowing direct execution of Spark jobs from the local machine without needing a network connection

B.

By providing a local environment that mimics the Databricks runtime, enabling the engineer to develop, test, and debug code using a specific IDE that is required by Databricks

C.

By providing a local environment that mimics the Databricks runtime, enabling the engineer to develop, test, and debug code using their preferred ide

D.

By providing a local environment that mimics the Databricks runtime, enabling the engineer to develop, test, and debug code only through Databricks' own web interface

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