zarr 3.0.8


pip install zarr

  Latest version

Released: May 19, 2025


Meta
Author: Alistair Miles
Maintainer: jakirkham, Norman Rzepka, Ryan Abernathey, David Stansby, Deepak Cherian
Requires Python: >=3.11

Classifiers

Development Status
  • 6 - Mature

Intended Audience
  • Developers
  • Information Technology
  • Science/Research

License
  • OSI Approved :: MIT License

Operating System
  • Unix

Programming Language
  • Python
  • Python :: 3
  • Python :: 3.11
  • Python :: 3.12
  • Python :: 3.13

Topic
  • Software Development :: Libraries :: Python Modules

Zarr

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latest release
Package Status status
License license
Build Status build status
Pre-commit Status pre-commit status
Coverage coverage
Downloads pypi downloads
Developer Chat
Funding CZI's Essential Open Source Software for Science
Citation DOI

What is it?

Zarr is a Python package providing an implementation of compressed, chunked, N-dimensional arrays, designed for use in parallel computing. See the documentation for more information.

Main Features

  • Create N-dimensional arrays with any NumPy dtype.
  • Chunk arrays along any dimension.
  • Compress and/or filter chunks using any NumCodecs codec.
  • Store arrays in memory, on disk, inside a zip file, on S3, etc...
  • Read an array concurrently from multiple threads or processes.
  • Write to an array concurrently from multiple threads or processes.
  • Organize arrays into hierarchies via groups.

Where to get it

Zarr can be installed from PyPI using pip:

pip install zarr

or via conda:

conda install -c conda-forge zarr

For more details, including how to install from source, see the installation documentation.

3.0.8 May 19, 2025
3.0.7 Apr 21, 2025
3.0.6 Mar 20, 2025
3.0.5 Mar 07, 2025
3.0.4 Feb 23, 2025
3.0.3 Feb 14, 2025
3.0.2 Jan 31, 2025
3.0.1 Jan 17, 2025
3.0.0 Jan 09, 2025
3.0.0rc2 Jan 07, 2025
3.0.0rc1 Jan 03, 2025
3.0.0b3 Dec 06, 2024
3.0.0b2 Nov 14, 2024
3.0.0b1 Oct 18, 2024
3.0.0b0 Oct 11, 2024
3.0.0a7 Oct 05, 2024
3.0.0a6 Sep 27, 2024
3.0.0a5 Sep 21, 2024
3.0.0a4 Sep 13, 2024
3.0.0a3 Sep 06, 2024
3.0.0a2 Aug 30, 2024
3.0.0a1 Aug 23, 2024
3.0.0a0 Jun 12, 2024
2.18.7 Apr 09, 2025
2.18.6 Apr 08, 2025
2.18.5 Mar 28, 2025
2.18.4 Dec 12, 2024
2.18.3 Sep 04, 2024
2.18.2 May 26, 2024
2.18.1 May 17, 2024
2.18.0 May 07, 2024
2.17.2 Apr 05, 2024
2.17.1 Mar 06, 2024
2.17.0 Feb 14, 2024
2.16.1 Aug 18, 2023
2.16.0 Jul 20, 2023
2.15.0 Jun 14, 2023
2.15.0a2 May 25, 2023
2.15.0a1 May 02, 2023
2.14.2 Feb 24, 2023
2.14.1 Feb 12, 2023
2.14.0 Feb 10, 2023
2.13.6 Jan 16, 2023
2.13.3 Oct 09, 2022
2.13.2 Sep 27, 2022
2.13.1 Sep 26, 2022
2.13.0 Sep 22, 2022
2.13.0a2 Sep 08, 2022
2.13.0a1 Aug 06, 2022
2.12.0 Jun 23, 2022
2.12.0a2 May 23, 2022
2.12.0a1 May 10, 2022
2.11.3 Apr 06, 2022
2.11.2 Apr 05, 2022
2.11.1 Mar 07, 2022
2.11.0 Feb 07, 2022
2.11.0a2 Nov 04, 2021
2.11.0a1 Oct 20, 2021
2.10.3 Nov 19, 2021
2.10.2 Oct 19, 2021
2.10.1 Sep 30, 2021
2.10.0 Sep 19, 2021
2.9.5 Sep 01, 2021
2.9.4 Aug 30, 2021
2.9.3 Aug 26, 2021
2.9.2 Aug 24, 2021
2.9.1 Aug 24, 2021
2.9.0 Aug 23, 2021
2.8.3 May 20, 2021
2.8.2 May 19, 2021
2.8.1 Apr 27, 2021
2.8.0 Apr 24, 2021
2.7.1 Apr 16, 2021
2.7.0 Mar 25, 2021
2.6.1 Dec 02, 2020
2.5.0 Oct 06, 2020
2.4.0 Jan 11, 2020
2.3.2 May 30, 2019
2.3.1 Mar 25, 2019
2.3.0 Mar 22, 2019
2.2.0 Mar 07, 2018
2.2.0rc3 Jan 31, 2018
2.2.0rc2 Jan 30, 2018
2.2.0rc1 Jan 29, 2018
2.1.4 Jan 26, 2017
2.1.3 Sep 27, 2016
2.1.2 Sep 25, 2016
2.1.1 Sep 12, 2016
2.1.0 Sep 09, 2016
2.0.1 Sep 03, 2016
2.0.0 Sep 02, 2016
2.0.0a2 Aug 31, 2016
1.1.0 Jul 22, 2016
1.0.0 May 17, 2016
1.0.0b6 May 16, 2016
1.0.0b4 May 08, 2016
1.0.0b3 May 05, 2016
0.4.0 Apr 14, 2016
0.3.0 Dec 21, 2015
0.2.7 Dec 18, 2015
0.2.6 Dec 18, 2015
0.2.5 Dec 18, 2015
0.2.3 Dec 18, 2015
0.2.2 Dec 18, 2015

Wheel compatibility matrix

Platform Python 3
any

Files in release

Extras:
Dependencies:
donfig (>=0.8)
numcodecs[crc32c] (>=0.14)
numpy (>=1.25)
packaging (>=22.0)
typing-extensions (>=4.9)