IBIS¶

Ibis is the portable Python dataframe library:

• Fast local dataframes (via DuckDB by default)
• Lazy dataframe expressions
• Interactive mode for iterative data exploration
• Compose Python dataframe and SQL code
• Use the same dataframe API for 20+ backends
• Iterate locally and deploy remotely by changing a single line of code

Backends¶

Ibis supports 20+ backends:

• Apache Arrow DataFusion
• Apache Druid
• Apache Flink
• Apache Impala
• Apache PySpark
• BigQuery
• ClickHouse
• Dask
• DuckDB
• Exasol
• MySQL
• Oracle
• pandas
• Polars
• PostgreSQL
• RisingWave
• SQL Server
• SQLite
• Snowflake
• Trino

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