Immutable and statically-typeable DataFrames with runtime type and data validation
copied from cf-post-staging / static-frameAmong the many Python DataFrame libraries, StaticFrame is an alternative that prioritizes correctness, maintainability, and reducing opportunities for error. Key features include:
dtype
Support: Full compatibility with all NumPy dtypes and datetime64 units.Bus
and Yarn
provide interfaces to collections of tables with lazy data loading, well-suited for large datasets.Batch
provides a common interface for deferred processing of groups, windows, or any iterator.