ray
Ray provides a simple, universal API for building distributed applications.
Installation
In a virtualenv (see these instructions if you need to create one):
pip3 install ray
Releases
| Version | Released | Bullseye Python 3.9 |
Bookworm Python 3.11 |
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| 2.44.1 | 2025-03-27 | |||
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| 2.44.0 | 2025-03-21 | |||
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| 2.43.0 | 2025-02-27 | |||
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| 2.42.1 | 2025-02-11 | |||
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| 2.42.0 | 2025-02-04 | |||
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| 2.41.0 | 2025-01-23 | |||
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| 2.40.0 | 2024-12-03 | |||
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| 2.39.0 | 2024-11-12 | |||
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| 2.38.0 | 2024-10-23 | |||
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| 2.37.0 | 2024-09-24 | |||
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| 2.36.1 | 2024-09-23 | |||
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| 2.36.0 | 2024-09-16 | |||
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| 2.35.0 | 2024-08-27 | |||
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| 2.34.0 | 2024-07-30 | |||
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| 2.33.0 | 2024-07-25 | |||
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| 2.32.0 | 2024-07-10 | |||
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| 2.32.0rc0 pre-release | 2024-07-03 | |||
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| 2.31.0 | 2024-06-26 | |||
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| 2.30.0 | 2024-06-20 | |||
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| 2.24.0 | 2024-06-06 | |||
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| 2.23.0 | 2024-05-22 | |||
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| 2.22.0 | 2024-05-14 | |||
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| 2.21.0 | 2024-05-08 | |||
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| 2.20.0 | 2024-05-01 | |||
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| 2.12.0 | 2024-04-25 | |||
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| 2.11.0 | 2024-04-17 | |||
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| 2.10.0 | 2024-03-21 | |||
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| 2.9.3 | 2024-02-22 | |||
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| 2.9.2 | 2024-02-05 | |||
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| 2.9.1 | 2024-01-19 | |||
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| 2.9.0 | 2023-12-21 | |||
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| 2.8.1 | 2023-12-01 | |||
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| 2.8.0 | 2023-11-03 | |||
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| 2.7.2 | 2023-12-04 | |||
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| 2.7.1 | 2023-10-09 | |||
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| 2.7.0 | 2023-09-17 | |||
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| 2.7.0rc0 pre-release | 2023-09-02 | |||
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| 2.6.3 | 2023-08-15 | |||
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| 2.6.2 | 2023-08-03 | |||
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| 2.6.1 | 2023-07-24 | |||
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| 2.6.0 | 2023-07-21 | |||
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| 2.5.1 | 2023-06-21 | |||
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| 2.5.0 | 2023-06-08 | |||
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| 2.4.0 | 2023-04-25 | |||
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| 2.3.1 | 2023-03-25 | |||
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| 2.3.0 | 2023-02-24 | |||
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| 2.3.0rc0 pre-release | 2023-02-23 | |||
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| 2.2.0 | 2022-12-13 | |||
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| 2.1.0 | 2022-11-08 | |||
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| 2.0.1 | 2022-10-22 | |||
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| 2.0.0 | 2022-08-23 | |||
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| 2.0.0rc1 pre-release | 2022-08-12 | |||
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| 2.0.0rc0 pre-release | 2022-08-01 | |||
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| 1.13.0 | 2022-06-09 | |||
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| 1.12.1 | 2022-05-16 | |||
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| 1.12.0 | 2022-04-14 | |||
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| 1.12.0rc1 pre-release | 2022-04-04 | |||
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| 1.11.1 | 2022-04-29 | |||
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| 1.11.0 | 2022-03-09 | |||
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| 1.11.0rc1 pre-release | 2022-03-01 | |||
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| 1.11.0rc0 pre-release | 2022-02-15 | |||
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| 1.10.0 | 2022-02-04 | |||
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| 1.10.0rc0 pre-release | 2022-01-11 | |||
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| 1.9.2 | 2022-01-11 | |||
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| 1.9.1 | 2021-12-22 | |||
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| 1.9.1rc0 pre-release | 2021-12-16 | |||
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| 1.9.0 | 2021-12-03 | |||
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| 1.9.0rc2 pre-release | 2021-11-25 | |||
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| 1.9.0rc1 pre-release | 2021-11-20 | |||
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| 1.8.0 | 2021-11-02 | |||
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| 1.7.1 yanked | 2021-10-22 | |||
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| 1.7.0 | 2021-10-07 | |||
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| 1.7.0rc0 pre-release | 2021-09-20 | |||
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| 1.6.0 | 2021-08-23 | |||
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| 1.5.2 | 2021-08-12 | |||
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| 1.5.1 | 2021-07-31 | |||
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| 1.5.0 | 2021-07-26 | |||
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| 1.4.1 | 2021-06-30 | |||
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| 1.4.0 | 2021-06-07 | |||
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| 1.4.0rc2 pre-release | 2021-06-06 | |||
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| 1.4.0rc1 pre-release | 2021-06-04 | |||
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| 1.3.0 | 2021-04-22 | |||
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| 1.2.0 | 2021-02-13 | |||
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| 1.1.0 | 2020-12-24 | |||
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| 1.0.1.post1 | 2020-11-19 | |||
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| 1.0.1 | 2020-11-10 | |||
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| 1.0.0 | 2020-09-30 | |||
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| 1.0.0rc2 pre-release | 2020-09-23 | |||
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| 1.0.0rc1 pre-release | 2020-09-21 | |||
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| 1.0.0rc0 pre-release | 2020-09-17 | |||
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| 0.8.7 | 2020-08-13 | |||
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| 0.8.6 | 2020-06-24 | |||
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| 0.8.5 | 2020-05-07 | |||
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| 0.8.4 | 2020-04-02 | |||
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| 0.8.3 | 2020-03-25 | |||
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| 0.8.2 | 2020-02-24 | |||
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| 0.8.1 | 2020-01-27 | |||
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| 0.8.0 | 2019-12-17 | |||
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| 0.7.7 | 2019-12-16 | |||
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| 0.7.6 | 2019-10-24 | |||
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| 0.7.5 | 2019-09-25 | |||
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| 0.7.4 | 2019-09-05 | |||
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| 0.7.3 | 2019-08-04 | |||
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| 0.7.2 | 2019-07-03 | |||
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| 0.7.1 | 2019-06-11 | |||
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| 0.7.0 | 2019-05-18 | |||
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| 0.6.6 | 2019-04-19 | |||
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| 0.6.5 | 2019-03-25 | |||
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| 0.6.4 | 2019-03-06 | |||
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| 0.6.3 | 2019-02-07 | |||
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| 0.6.2 | 2019-01-17 | |||
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| 0.6.1 | 2018-12-24 | |||
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| 0.6.0 | 2018-12-01 | |||
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| 0.5.3 | 2018-09-28 | |||
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| 0.5.2 | 2018-08-29 | |||
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| 0.5.0 | 2018-07-07 | |||
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| 0.4.0 | 2018-03-27 | |||
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| 0.3.1 | 2018-02-04 | |||
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| 0.3.0 | 2017-11-28 | |||
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| 0.2.2 | 2017-11-02 | |||
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| 0.2.1 | 2017-10-01 | |||
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| 0.2.0 | 2017-08-30 | |||
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| 0.1.2 | 2017-06-27 | |||
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| 0.1.1 | 2017-06-03 | |||
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