Package data summary

ray 2.57.0 package intelligence

Ray provides a simple, universal API for building distributed applications.

pip install ray

Current version
2.57.0
Python requirement
>=3.10
License
Apache 2.0
Distribution type
Includes compiled wheel
Release files
18 (18 wheels, 0 source)
Download size
1137.8 MiB
Release history
131 releases with files
Median release cadence
22 days

ray dependencies

PyPI declares 278 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. click >=7.0
  2. filelock
  3. jsonschema
  4. msgpack <2.0.0,>=1.0.0
  5. packaging >=24.2
  6. protobuf >=3.20.3
  7. pyyaml
  8. requests

The compact report shows 12 of 278 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

ray publishes 18 wheels and 0 source archives for version 2.57.0. Wheel platform tags: macosx_12_0_arm64, manylinux2014_aarch64, manylinux2014_x86_64, win_amd64.

Declared Python classifiers: 3.10, 3.11, 3.12, 3.13, 3.14.

Security snapshot for ray 2.57.0

An OSV query completed on and found 0 known vulnerabilities affecting this version. 0 advisories are classified as critical. 0 advisories appear in the CISA Known Exploited Vulnerabilities catalog.

Release activity and sources

PyPI lists 131 releases with files. The first dated release is ; 18 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

1 historical release is fully yanked in PyPI metadata.