Migration Guides#
- Dask Migration Guide
- When should I use Daft?
- Daft does not use an index
- Daft does not try to copy the pandas syntax
- Daft eliminates manual repartitioning of data
- Daft performs Query Optimization for optimal performance
- Daft uses Expressions and UDFs to perform computations in parallel
- Daft is built for Machine Learning Workloads
- Daft supports Multimodal Data Types
- Distributed Computing and Remote Clusters
- SQL Support
- Daft combines Python with Rust and Pyarrow for optimal performance