While working with Azure Data Lake Storage Gen2 and Apache Spark, users have learned about both the limitations of Apache Spark and the many data lake implementation challenges. The need for an ACID-compliant feature set is critical within the data lake landscape, and Delta Lake offers many solutions to the current limitations of the standard Azure Data Lake Storage Gen2 accounts.
Delta Lake is an open source storage layer that guarantees data atomicity, consistency, isolation, and durability in the lake. ...