Polars
This is a live streamed presentation. You will automatically follow the presenter and see the slide they're currently on.
Loading
yvictor
This is a live streamed presentation. You will automatically follow the presenter and see the slide they're currently on.
Revolutionize Your Data Workflow with Polars: The Ultimate Pandas Replacement
Columnar
Standardization
Cross Languages
Diverse Data Type
Nested Data Type
Rust which gives it C/C++ performance and allows it to fully control performance critical parts in a query engine.
Apache Arrow is a cross-language, columnar memory format for big data analytics, enabling efficient data sharing between systems.
Enables custom computations and transformations for composable operations and better performance.
Polars Rust Python
| QUERY PLAN |
| LARGE DATA |
| DIRTY DATA |
| STRICTER API |
| COLUMNAR |
| PARALLELIZE |
| DISTRIBUTED |
| PANDAS | DASK | MODIN | VAEX | CUDF | SPARK | DUCKDB | POLARS |
|---|---|---|---|---|---|---|---|
