A data engineer needs to create a table in Databricks using data from their organization's existing SQLite database.
They run the following command:

Which of the following lines of code fills in the above blank to successfully complete the task?

• A.org.apache.spark.sql.jdbc
• B.autoloader
• C.DELTA
• D.sqlite
• E.org.apache.spark.sql.sqlite

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Which of the following must be specified when creating a new Delta Live Tables pipeline?

• A.A key-value pair configuration
• B.The preferred DBU/hour cost
• C.A path to cloud storage location for the written data
• D.A location of a target database for the written data
• E.At least one notebook library to be executed

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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?

• A.Records that violate the expectation are dropped from the target dataset and loaded into a quarantine table.
• B.Records that violate the expectation are dropped from the target dataset and recorded as invalid in the event log.
• C.Records that violate the expectation cause the job to fail.
• D.Records that violate the expectation are added to the target dataset and recorded as invalid in the event log.
• E.Records that violate the expectation are added to the target dataset and flagged as invalid in a field added to the target dataset.

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A Delta Live Table pipeline includes two datasets defined using STREAMING LIVE TABLE. Three datasets are defined against Delta Lake table sources using LIVE TABLE.
The table is configured to run in Production mode using the Continuous Pipeline Mode.
Assuming previously unprocessed data exists and all definitions are valid, what is the expected outcome after clicking Start to update the pipeline?

• A.All datasets will be updated at set intervals until the pipeline is shut down. The compute resources will persist to allow for additional testing.
• B.All datasets will be updated once and the pipeline will persist without any processing. The compute resources will persist but go unused.
• C.All datasets will be updated at set intervals until the pipeline is shut down. The compute resources will be deployed for the update and terminated when the pipeline is stopped.
• D.All datasets will be updated once and the pipeline will shut down. The compute resources will be terminated.
• E.All datasets will be updated once and the pipeline will shut down. The compute resources will persist to allow for additional testing.

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Which of the following queries is performing a streaming hop from raw data to a Bronze table?

• A.
• B.
• C.
• D.
• E.

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