Convert parquet format to delta format using azure data factory or azure synapse analytics.

Let’s learn about the individual points in the title and the prerequisites to perform this task.

Later, will explain the step-by-step process to achieve this goal.

Pre-Requisites:

• You need to have an Azure account either free or pay-as-you-go.
• Azure storage account.
• Azure Data Factory / Azure Synapse Analytics workspace.

What is Parquet File Format?

• Parquet is a columnar storage file format that is highly optimized for analytical workloads.
• It provides efficient compression and encoding techniques, making it suitable for big data processing and analytics.
• Parquet files are self-describing, meaning they include metadata that describes the schema and structure of the data stored within them.
• Parquet supports schema evolution, allowing you to add, remove, or modify columns without rewriting the entire dataset.

What is Delta File Format?

• Delta is an open-source storage layer that provides ACID (Atomicity, Consistency, Isolation, Durability) transactions and time travel capabilities on top of data lakes.
• Delta files are stored as a collection of Parquet files with a transaction log that maintains a record of all operations performed on the data.