Per-query db-benchmark results

Results for the database-like ops benchmark reproduced by the RAPIDS team (2023-11-06).

Please see the relevant section of the cudf.pandas docs for details.

Join (5 GB)

• Arrow
• ClickHouse
• cudf.pandas
• Dask
• data.table
• datafusion
• dplyr (error)
• DuckDB
• DuckDB (latest)
• pandas
• Polars
• pydatatable
• Spark

GroupBy Advanced (5 GB)

• Arrow
• ClickHouse
• cudf.pandas
• Dask (error)
• data.table
• datafusion
• dplyr
• DuckDB
• DuckDB (latest)
• pandas
• Polars
• pydatatable
• Spark