awkward
Manipulate JSON-like data with NumPy-like idioms.
Installation
In a virtualenv (see these instructions if you need to create one):
pip3 install awkward
Dependencies
Releases
| Version | Released | Bookworm Python 3.11 |
Trixie Python 3.13 |
Files |
|---|---|---|---|---|
| 2.13.0 | 2026-08-14 | |||
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| 2.12.0 | 2026-07-28 | |||
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| 2.11.0 | 2026-07-20 | |||
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| 2.10.0 | 2026-07-02 | |||
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| 2.9.1 | 2026-06-08 | |||
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| 2.9.0 | 2026-02-09 | |||
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| 2.8.12 | 2026-01-25 | |||
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| 2.8.11 | 2025-12-15 | |||
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| 2.8.10 | 2025-10-28 | |||
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| 2.8.9 | 2025-09-20 | |||
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| 2.8.8 | 2025-09-06 | |||
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| 2.8.7 | 2025-08-08 | |||
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| 2.8.6 | 2025-07-31 | |||
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| 2.8.5 | 2025-07-04 | |||
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| 2.8.4 | 2025-06-14 | |||
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| 2.8.3 | 2025-05-15 | |||
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| 2.8.2 | 2025-05-03 | |||
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| 2.8.1 | 2025-03-24 | |||
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| 2.8.0 | 2025-03-19 | |||
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| 2.7.4 | 2025-01-31 | |||
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| 2.7.3 | 2025-01-25 | |||
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| 2.7.2 | 2024-12-05 | |||
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| 2.7.1 | 2024-11-19 | |||
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| 2.7.0 | 2024-11-08 | |||
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| 2.6.10 | 2024-11-07 | |||
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| 2.6.9 | 2024-10-07 | |||
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| 2.6.8 | 2024-09-12 | |||
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| 2.6.7 | 2024-08-02 | |||
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| 2.6.6 | 2024-06-26 | |||
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| 2.6.5 | 2024-05-28 | |||
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| 2.6.4 | 2024-05-03 | |||
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| 2.6.3 | 2024-04-01 | |||
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| 2.6.3rc2 pre-release | 2024-03-22 | |||
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| 2.6.2 | 2024-03-05 | |||
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| 2.6.1 | 2024-02-05 | |||
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| 2.6.0 | 2024-02-02 | |||
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| 2.5.2 | 2024-01-12 | |||
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| 2.5.1 | 2023-12-12 | |||
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| 2.5.1rc1 pre-release | 2023-12-06 | |||
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| 2.5.0 | 2023-11-16 | |||
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| 2.5.0rc0 pre-release yanked | 2023-10-27 | |||
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| 2.4.10 | 2023-11-09 | |||
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| 2.4.9 | 2023-11-06 | |||
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| 2.4.8 yanked | 2023-11-05 | |||
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| 2.4.7 yanked | 2023-10-27 | |||
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| 2.4.6 | 2023-10-12 | |||
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| 2.4.5 | 2023-10-06 | |||
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| 2.4.4 | 2023-09-29 | |||
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| 2.4.3 | 2023-09-19 | |||
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| 2.4.2 | 2023-09-06 | |||
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| 2.4.1 | 2023-09-04 | |||
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| 2.4.0 | 2023-09-04 | |||
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| 2.3.3 | 2023-08-17 | |||
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| 2.3.2 | 2023-08-11 | |||
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| 2.3.1 | 2023-07-05 | |||
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| 2.3.0 | 2023-07-04 | |||
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| 2.2.4 | 2023-06-22 | |||
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| 2.2.3 | 2023-06-15 | |||
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| 2.2.2 | 2023-06-09 | |||
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| 2.2.1 | 2023-05-19 | |||
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| 2.2.0 | 2023-05-10 | |||
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| 2.1.4 | 2023-04-25 | |||
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| 2.1.3 | 2023-04-13 | |||
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| 2.1.2 | 2023-04-08 | |||
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| 2.1.1 | 2023-03-18 | |||
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| 2.1.0 | 2023-03-07 | |||
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| 2.0.10 | 2023-03-07 | |||
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| 2.0.9 | 2023-03-03 | |||
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| 2.0.8 | 2023-02-16 | |||
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| 2.0.7 | 2023-02-04 | |||
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| 2.0.6 | 2023-01-13 | |||
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| 2.0.5 | 2023-01-01 | |||
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| 2.0.4 | 2022-12-23 | |||
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| 2.0.3 yanked | 2022-12-23 | |||
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| 2.0.2 | 2022-12-16 | |||
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| 2.0.1 | 2022-12-15 | |||
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| 2.0.0 | 2022-12-10 | |||
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| 2.0.0rc8 pre-release | 2022-12-09 | |||
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| 2.0.0rc7 pre-release | 2022-12-08 | |||
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| 2.0.0rc6 pre-release | 2022-12-06 | |||
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| 2.0.0rc5 pre-release | 2022-12-06 | |||
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| 2.0.0rc4 pre-release | 2022-11-19 | |||
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| 1.10.5 | 2023-10-05 | |||
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| 1.10.4 | 2023-07-19 | |||
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| 1.10.3 | 2023-03-14 | |||
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| 1.10.2 | 2022-11-08 | |||
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| 1.10.1 | 2022-09-22 | |||
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| 1.10.0 | 2022-09-19 | |||
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| 1.9.0 | 2022-09-02 | |||
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| 1.8.0 | 2022-03-02 | |||
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| 1.7.0 | 2021-12-02 | |||
| 1.5.1 | 2021-10-14 | |||
| 1.5.0 | 2021-09-12 | |||
| 1.4.0 | 2021-07-02 | |||
| 1.3.0 | 2021-06-01 | |||
| 1.2.3 | 2021-05-10 | |||
| 1.2.2 | 2021-04-12 | |||
| 1.2.1 | 2021-04-07 | |||
| 1.2.0 | 2021-04-01 | |||
| 1.1.2 | 2021-02-11 | |||
| 1.1.1 | 2021-02-09 | |||
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| 1.1.0 | 2021-02-09 | |||
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| 1.0.2 | 2021-01-06 | |||
| 1.0.1 | 2020-12-14 | |||
| 1.0.0 | 2020-12-05 | |||
| 0.14.0 | 2020-11-03 | |||
| 0.13.0 | 2020-07-20 | |||
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| 0.12.22 | 2020-07-06 | |||
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| 0.12.21 | 2020-05-08 | |||
| 0.12.20 | 2020-01-30 | |||
| 0.12.19 | 2020-01-04 | |||
| 0.12.18 | 2019-12-16 | |||
| 0.12.17 | 2019-11-22 | |||
| 0.12.16 | 2019-11-15 | |||
| 0.12.15 | 2019-11-12 | |||
| 0.12.14 | 2019-10-18 | |||
| 0.12.13 | 2019-10-08 | |||
| 0.12.12 | 2019-09-30 | |||
| 0.12.11 | 2019-09-27 | |||
| 0.12.10 | 2019-09-16 | |||
| 0.12.9 | 2019-09-10 | |||
| 0.12.8 | 2019-08-31 | |||
| 0.12.7 | 2019-08-27 | |||
| 0.12.6 | 2019-08-06 | |||
| 0.12.5 | 2019-08-01 | |||
| 0.12.4 | 2019-07-29 | |||
| 0.12.3 | 2019-07-17 | |||
| 0.12.2 | 2019-07-14 | |||
| 0.12.1 | 2019-07-10 | |||
| 0.12.0 | 2019-07-10 | |||
| 0.12.0rc2 pre-release | 2019-07-09 | |||
| 0.12.0rc1 pre-release | 2019-07-09 | |||
| 0.11.1 | 2019-06-17 | |||
| 0.11.0 | 2019-06-17 | |||
| 0.11.0rc8 pre-release | 2019-06-14 | |||
| 0.11.0rc7 pre-release | 2019-06-14 | |||
| 0.11.0rc4 pre-release | 2019-06-14 | |||
| 0.11.0rc3 pre-release | 2019-06-14 | |||
| 0.10.3 | 2019-05-27 | |||
| 0.10.2 | 2019-05-23 | |||
| 0.10.1 | 2019-05-20 | |||
| 0.10.0 | 2019-05-20 | |||
| 0.9.0 | 2019-04-12 | |||
| 0.9.0rc3 pre-release | 2019-04-12 | |||
| 0.9.0rc2 pre-release | 2019-04-12 | |||
| 0.9.0rc1 pre-release | 2019-04-11 | |||
| 0.8.16 | 2019-07-29 | |||
| 0.8.15 | 2019-04-11 | |||
| 0.8.14 | 2019-03-29 | |||
| 0.8.13 | 2019-03-29 | |||
| 0.8.12 | 2019-03-25 | |||
| 0.8.11 | 2019-03-11 | |||
| 0.8.10 | 2019-03-10 | |||
| 0.8.9 | 2019-03-09 | |||
| 0.8.8 | 2019-03-09 | |||
| 0.8.7 | 2019-03-08 | |||
| 0.8.6 | 2019-02-27 | |||
| 0.8.5 | 2019-02-27 | |||
| 0.8.4 | 2019-02-07 | |||
| 0.8.3 | 2019-02-05 | |||
| 0.8.2 | 2019-02-01 | |||
| 0.8.1 | 2019-01-30 | |||
| 0.8.0 | 2019-01-29 | |||
| 0.8.0rc13 pre-release | 2019-01-29 | |||
| 0.8.0rc12 pre-release | 2019-01-27 | |||
| 0.8.0rc11 pre-release | 2019-01-25 | |||
| 0.8.0rc10 pre-release | 2019-01-25 | |||
| 0.8.0rc9 pre-release | 2019-01-25 | |||
| 0.8.0rc8 pre-release | 2019-01-25 | |||
| 0.8.0rc7 pre-release | 2019-01-25 | |||
| 0.8.0rc6 pre-release | 2019-01-25 | |||
| 0.8.0rc5 pre-release | 2019-01-25 | |||
| 0.8.0rc4 pre-release | 2019-01-25 | |||
| 0.8.0rc3 pre-release | 2019-01-25 | |||
| 0.8.0rc2 pre-release | 2019-01-25 | |||
| 0.7.3 | 2019-01-27 | |||
| 0.7.2 | 2019-01-17 | |||
| 0.7.1 | 2019-01-04 | |||
| 0.7.0 | 2018-12-13 | |||
| 0.6.2 | 2018-12-13 | |||
| 0.6.1 | 2018-12-12 | |||
| 0.6.0 | 2018-12-08 | |||
| 0.5.6 | 2018-12-07 | |||
| 0.5.5 | 2018-12-06 | |||
| 0.5.4 | 2018-12-03 | |||
| 0.5.3 | 2018-12-03 | |||
| 0.5.2 | 2018-11-30 | |||
| 0.5.1 | 2018-11-29 | |||
| 0.5.0 | 2018-11-28 | |||
| 0.4.5 | 2018-11-28 | |||
| 0.4.4 | 2018-11-19 | |||
| 0.4.3 | 2018-11-01 | |||
| 0.4.2 | 2018-10-29 | |||
| 0.4.1 | 2018-10-26 | |||
| 0.4.0 | 2018-10-26 | |||
| 0.3.0 | 2018-10-24 | |||
| 0.2.1 | 2018-10-16 | |||
| 0.2.0 | 2018-10-12 | |||
| 0.1.0 | 2018-10-04 | |||
| 0.0.10 | 2018-09-28 | |||
| 0.0.9 | 2018-08-31 | |||
| 0.0.8 | 2018-08-30 | |||
| 0.0.7 | 2018-08-25 | |||
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| 0.0.6 | 2018-08-24 | |||
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| 0.0.5 | 2018-08-10 | |||
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| 0.0.4 | 2018-08-08 | |||
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| 0.0.3 | 2018-06-22 | |||
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| 0.0.2 | 2018-06-17 | |||
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| 0.0.1 | 2018-06-17 | |||
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