Skip to content
forked from wesm/feather

Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow

License

Notifications You must be signed in to change notification settings

kevinushey/feather

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

92 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Feather: fast, interoperable data frame storage

Travis-CI Build Status Coverage Status PyPI

Feather provides binary columnar serialization for data frames. It is designed to make reading and writing data frames efficient, and to make sharing data across data analysis languages easy. This initial version comes with bindings for python (written by Wes McKinney) and R (written by Hadley Wickham).

Note to users: Feather should be treated as alpha software. In particular, the file format is likely to evolve over the coming year. Do not use Feather for long-term data storage.

Feather uses the Apache Arrow columnar memory specification to represent binary data on disk. This makes read and write operations very fast. This is particularly important for encoding null/NA values and variable-length types like UTF8 strings.

Feather is complementary to Apache Arrow. Because Arrow does not provide a file format, Feather defines its own schemas and metadata for on-disk representation.

Feather currently supports the following column types:

  • A wide range of numeric types (int8, int16, int32, int64, uint8, uint16, uint32, uint64, float, double).
  • Logical/boolean values.
  • Dates, times, and timestamps.
  • Factors/categorical variables that have fixed set of possible values.
  • UTF-8 encoded strings.
  • Arbitrary binary data.

All column types support NA/null values.

License and Copyrights

This library is released under the Apache License, Version 2.0.

See NOTICE for details about the library's copyright holders.

About

Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow

Resources

License

Stars

Watchers

Forks

Packages

No packages published

Languages

  • C++ 70.4%
  • Python 13.4%
  • CMake 5.4%
  • R 4.2%
  • C 3.2%
  • Shell 2.0%
  • Other 1.4%