What is the main difference between the silver layer and the gold layer in medallion architecture?

What is the main difference between the silver layer and the gold layer in medallion architecture?A . Silver may contain aggregated data B. Gold may contain aggregated data C. Data quality checks are applied in gold D. Silver is a copy of bronze data E. God is a copy of...

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You are noticing job cluster is taking 6 to 8 mins to start which is delaying your job to finish on time, what steps you can take to reduce the amount of time cluster startup time

You are noticing job cluster is taking 6 to 8 mins to start which is delaying your job to finish on time, what steps you can take to reduce the amount of time cluster startup timeA . Setup a second job ahead of first job to start the cluster, so...

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Which of the following commands results in the successful creation of a view on top of the delta stream (stream on delta table)?

Which of the following commands results in the successful creation of a view on top of the delta stream (stream on delta table)?A . Spark.read.format("delta").table("sales").createOrReplaceTempView("streaming_vw") B. Spark.readStream.format("delta").table("sales").createOrReplaceTempView("streaming_vw ") C. Spark.read.format("delta").table("sales").mode("stream").createOrReplaceTempView("strea ming_vw") D. Spark.read.format("delta").table("sales").trigger("stream").createOrReplaceTempView("stre aming_vw") E. Spark.read.format("delta").stream("sales").createOrReplaceTempView("streaming_vw") F. You can not create a view on streaming data source.View AnswerAnswer: B Explanation:...

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Which of the following describes how Databricks Repos can help facilitate CI/CD workflows on the Databricks Lakehouse Platform?

Which of the following describes how Databricks Repos can help facilitate CI/CD workflows on the Databricks Lakehouse Platform?A . Databricks Repos can facilitate the pull request, review, and approval process before merging branches B. Databricks Repos can merge changes from a secondary Git branch into a main Git branch C....

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Which of the following describes how Databricks Repos can help facilitate CI/CD workflows on the Databricks Lakehouse Platform?

Which of the following describes how Databricks Repos can help facilitate CI/CD workflows on the Databricks Lakehouse Platform?A . Databricks Repos can facilitate the pull request, review, and approval process before merging branches B. Databricks Repos can merge changes from a secondary Git branch into a main Git branch C....

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Which of the following SQL command can be used to insert or update or delete rows based on a condition to check if a row(s) exists?

Which of the following SQL command can be used to insert or update or delete rows based on a condition to check if a row(s) exists?A . MERGE INTO table_name B. COPY INTO table_name C. UPDATE table_name D. INSERT INTO OVERWRITE table_name E. INSERT IF EXISTS table_nameView AnswerAnswer: A Explanation:...

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Where are Interactive notebook results stored in Databricks product architecture?

Where are Interactive notebook results stored in Databricks product architecture?A . Data plane B. Control plane C. Data and Control plane D. JDBC data source E. Databricks web applicationView AnswerAnswer: C Explanation: The answer is Data and Control plane, Only Job results are stored in Data Plane (your storage), Interactive...

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Which of the following SQL statements can be used to update a transactions table, to set a flag on the table from Y to N

Which of the following SQL statements can be used to update a transactions table, to set a flag on the table from Y to NA . MODIFY transactions SET active_flag = 'N' WHERE active_flag = 'Y' B. MERGE transactions SET active_flag = 'N' WHERE active_flag = 'Y' C. UPDATE transactions...

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Which of the following SQL command can be used to insert or update or delete rows based on a condition to check if a row(s) exists?

Which of the following SQL command can be used to insert or update or delete rows based on a condition to check if a row(s) exists?A . MERGE INTO table_name B. COPY INTO table_name C. UPDATE table_name D. INSERT INTO OVERWRITE table_name E. INSERT IF EXISTS table_nameView AnswerAnswer: A Explanation:...

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Which of the following scenarios is the best fit for AUTO LOADER?

Which of the following scenarios is the best fit for AUTO LOADER?A . Efficiently process new data incrementally from cloud object storage B. Efficiently move data incrementally from one delta table to another delta table C. Incrementally process new data from streaming data sources like Kafka into delta lake D....

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