You will no longer have to bring your own Azure Databricks clusters.
Data Factory will manage cluster creation and tear-down.
Blob datasets and Azure Data Lake Storage Gen2 datasets are separated into delimited text and Apache Parquet datasets.
You can still use Data Lake Storage Gen2 and Blob storage to store those files. Use the appropriate linked service for those storage engines.