App1 is an on-premises application that uses an Oracle database. You will use Azure Databricks to transform and load App1 data into an Azure Synapse Analytics instance. Which two Azure services should you include so that Databricks can access App1 data? (Choose two.)
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Correct answer: Azure Data Lake Storage, Azure Data Factory.
Why this is the answer
Azure Data Factory (ADF) is a cloud-based ETL service that can connect to on-premises data sources like Oracle databases using a self-hosted integration runtime. It can orchestrate the data movement from App1 to Azure, and then trigger Databricks notebooks for transformation. Azure Data Lake Storage (ADLS) is a highly scalable and cost-effective storage solution for big data analytics. It serves as an ideal landing zone for the raw data extracted from App1 before Databricks processes it and loads it into Azure Synapse Analytics. Data Box Gateway and Data Box Edge are physical or virtual appliances for large-scale data transfer, not continuous data ingestion for an application. Azure Import/Export service is for offline data transfer using physical disks, not real-time or scheduled data integration.
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