API compatibility

Find supported PySpark methods, engine-specific limitations, and SQLFrame extensions for each engine.

Engine	Setup guide	Supported APIs
DuckDB	Connect to DuckDB	DuckDB API
BigQuery	Connect to BigQuery	BigQuery API
Snowflake	Connect to Snowflake	Snowflake API
Postgres	Connect to Postgres	Postgres API
Databricks	Connect to Databricks	Databricks API
Spark	Use Spark	Spark API
Standalone	Generate SQL	Standalone API
Redshift (community)	Connect to Redshift	Redshift API

Method links point to the corresponding PySpark documentation. Support notes describe differences in SQLFrame or the selected engine.

Missing a method you need? Open an issue with the engine and a small example.