Data Formats

Sail supports various data formats for reading and writing.

You can use the SparkSession.read, DataFrame.write, and DataFrame.writeTo() API to load and save data in different formats. You can also use the CREATE TABLE SQL statement to create a table that refers to data stored in a specific format.

Here is a summary of the supported (✅) and unsupported (❌) data formats for reading and writing data. There are also features that are planned in our roadmap (🚧).

Format	Read Support	Write Support
CSV	✅	✅
JSON	✅	✅
Parquet	✅	✅
Text	🚧	🚧
Binary	🚧	🚧
Avro	🚧	🚧
Protocol Buffers	🚧	🚧
ORC	❌	❌
Delta Lake	✅	✅
Iceberg	🚧	🚧
Hudi	🚧	🚧