ngff-zarr 0.33.0


pip install ngff-zarr

  Latest version

Released: Mar 20, 2026


Meta
Author: Matt McCormick
Requires Python: >=3.10

Classifiers

Development Status
  • 4 - Beta

Intended Audience
  • Developers
  • Science/Research

License
  • OSI Approved :: MIT License

Operating System
  • OS Independent

Programming Language
  • Python
  • Python :: 3
  • Python :: 3 :: Only
  • Python :: 3.10
  • Python :: 3.11
  • Python :: 3.12
  • Python :: 3.13
  • Python :: 3.14
  • Python :: Implementation :: CPython

Topic
  • Scientific/Engineering

ngff-zarr

PyPI - Version PyPI - Python Version Test DOI Documentation Status


A lean and kind Open Microscopy Environment (OME) Next Generation File Format (NGFF) Zarr implementation.

✨ Features

  • Minimal dependencies
  • Work with arbitrary Zarr store types
  • Lazy, parallel, and web ready -- no local filesystem required
  • Process extremely large datasets
  • Conversion of most bioimaging file formats
  • Multiple downscaling methods
  • Supports Python>=3.10
  • Reads OME-Zarr v0.1 to v0.5 into simple Python data classes with Dask arrays
  • Optional OME-Zarr data model validation during reading
  • Writes OME-Zarr v0.4 to v0.5
  • Sharded Zarr stores
  • Optional writing via tensorstore

Documentation

More information on command line usage, the Python API, library features, and how to contribute can be found in our documentation.

See also

License

ngff-zarr is distributed under the terms of the MIT license.

0.33.0 Mar 20, 2026
0.32.2 Mar 16, 2026
0.32.1 Mar 12, 2026
0.32.0 Mar 11, 2026
0.31.1 Mar 10, 2026
0.31.0 Mar 04, 2026
0.30.0 Feb 24, 2026
0.29.0 Feb 20, 2026
0.28.1 Feb 19, 2026
0.28.0 Feb 18, 2026
0.27.0 Feb 13, 2026
0.26.0 Feb 12, 2026
0.25.0 Feb 08, 2026
0.24.0 Feb 05, 2026
0.23.0 Feb 04, 2026
0.22.0 Feb 02, 2026
0.21.0 Jan 31, 2026
0.20.4 Jan 31, 2026
0.20.3 Jan 26, 2026
0.20.2 Jan 19, 2026
0.20.1 Jan 09, 2026
0.20.0 Nov 24, 2025
0.19.1 Nov 16, 2025
0.19.0 Nov 13, 2025
0.18.2 Nov 10, 2025
0.18.1 Nov 06, 2025
0.18.0 Oct 01, 2025
0.17.0 Sep 22, 2025
0.16.1 Aug 05, 2025
0.16.0 Jul 29, 2025
0.15.3 Jul 25, 2025
0.15.2 Jul 22, 2025
0.15.1 Jul 21, 2025
0.15.0 Jul 17, 2025
0.14.0 Jul 10, 2025
0.13.4 Jul 07, 2025
0.13.3 Jun 24, 2025
0.13.2 May 23, 2025
0.13.1 May 06, 2025
0.13.0 Apr 14, 2025
0.12.2 Feb 20, 2025
0.12.1 Jan 15, 2025
0.12.0 Jan 13, 2025
0.11.0 Jan 08, 2025
0.10.2 Dec 06, 2024
0.10.1 Dec 06, 2024
0.10.0 Dec 04, 2024
0.9.1 Nov 22, 2024
0.9.0 Nov 19, 2024
0.8.7 Aug 26, 2024
0.8.6 Aug 25, 2024
0.8.5 Jul 24, 2024
0.8.4 Jul 23, 2024
0.8.3 Jul 22, 2024
0.8.2 Apr 18, 2024
0.8.1 Mar 07, 2024
0.8.0 Mar 05, 2024
0.7.0 Jan 26, 2024
0.6.0 Dec 03, 2023
0.5.0 Dec 03, 2023
0.4.7 Aug 29, 2023
0.4.6 Aug 01, 2023
0.4.5 Jul 17, 2023
0.4.4 Jun 29, 2023
0.4.3 Jun 01, 2023
0.4.2 Jun 01, 2023
0.4.1 May 21, 2023
0.4.0 May 16, 2023
0.3.0 Mar 28, 2023
0.2.0 Mar 13, 2023
0.1.6 Nov 24, 2022
0.1.5 Nov 22, 2022
0.1.4 Oct 20, 2022
0.1.3 Oct 20, 2022
0.1.2 Oct 05, 2022
0.1.1 Oct 04, 2022
0.1.0 Oct 04, 2022
0.0.1 Sep 27, 2022

Wheel compatibility matrix

Platform Python 3
any

Files in release

Extras:
Dependencies:
dask[array] (!=2025.12.0,!=2026.1.0,!=2026.1.1)
importlib-resources
itkwasm-downsample (>=1.8.0)
itkwasm (>=1.0b183)
numpy
platformdirs
psutil
rich
rich-argparse
typing-extensions
zarr