You are designing a data architecture using Azure Databricks. The business requires ACID transactions, scalable metadata handling, and the ability to unify streaming and batch data processing on their existing Azure Data Lake Storage Gen2. Which TWO technologies should you include in your architecture? (Select TWO)

Answer options:

Azure Synapse dedicated SQL pools.

Delta Lake.

Azure Cosmos DB.

Azure Data Lake Storage Gen2.

Azure Stream Analytics.

How to approach this question

Identify the storage layer that adds ACID transactions to data lakes.

Full Answer

Delta Lake is an open-format storage layer that delivers reliability, security, and performance on your data lake (ADLS Gen2) by providing ACID transactions and unifying streaming and batch processing.

Common mistakes

Selecting Synapse or Stream Analytics, missing the native capabilities of Delta Lake on Databricks.

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Practice the full Azure Solutions Architect Expert AZ-305 Practice Exam 6

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