I have sensor data coming into Azure Event Hub and need some help in deciding how to best ingest it into the Data Lake and Delta Lake:

Option 1:

azure event hub > databricks structured streaming > delta lake (bronze)

Option 2:

azure event hub > event hub capture to Azure Data Lake gen 2 > Databricks Autoloader > delta lake(bronze)

No need for realtime only process when needed. Please state the reasons for choosing either option..