uproot


Nameuproot JSON
Version 5.5.1 PyPI version JSON
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SummaryROOT I/O in pure Python and NumPy.
upload_time2024-11-21 16:43:20
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requires_python>=3.9
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Uproot is a library for reading and writing [ROOT files](https://root.cern/) in pure Python and NumPy.

Unlike the standard C++ ROOT implementation, Uproot is only an I/O library, primarily intended to stream data into machine learning libraries in Python. Unlike PyROOT and root_numpy, Uproot does not depend on C++ ROOT. Instead, it uses Numpy to cast blocks of data from the ROOT file as Numpy arrays.

<p align="center"><img src="https://raw.githubusercontent.com/scikit-hep/uproot5/main/docs-img/diagrams/abstraction-layers.svg" width="700px"></p>

# Installation

Uproot can be installed [from PyPI](https://pypi.org/project/uproot) using pip.

```bash
pip install uproot
```

Uproot is also available using [conda](https://anaconda.org/conda-forge/uproot).

```bash
conda install -c conda-forge uproot
```

If you have already added `conda-forge` as a channel, the `-c conda-forge` is unnecessary. Adding the channel is recommended because it ensures that all of your packages use compatible versions (see [conda-forge docs](https://conda-forge.org/docs/user/introduction.html#how-can-i-install-packages-from-conda-forge)):

```bash
conda config --add channels conda-forge
conda update --all
```

## Getting help

**Start with the [tutorials and reference documentation](https://uproot.readthedocs.io/).**

   * Report bugs, request features, and ask for additional documentation on [GitHub Issues](https://github.com/scikit-hep/uproot5/issues).
   * If you have a "How do I...?" question, start a [GitHub Discussion](https://github.com/scikit-hep/uproot5/discussions) with category "Q&A".
   * Alternatively, ask about it on [StackOverflow with the [uproot] tag](https://stackoverflow.com/questions/tagged/uproot). Be sure to include tags for any other libraries that you use, such as Pandas or PyTorch.
   * To ask questions in real time, try the Gitter [Scikit-HEP/uproot](https://gitter.im/Scikit-HEP/uproot) chat room.

## Installation for developers

Uproot is an ordinary Python library; you can get a copy of the code with

```bash
git clone https://github.com/scikit-hep/uproot5.git
```

and install it locally by calling `pip install -e .` in the repository directory.

If you need to develop Awkward Array as well, see its [installation for developers](https://github.com/scikit-hep/awkward-1.0#installation-for-developers).

# Dependencies

**Uproot's only strict dependencies are NumPy and packaging.** Strict dependencies are automatically installed by pip (or conda).

**[Awkward Array](https://anaconda.org/conda-forge/awkward) is highly recommended** and is automatically installed by pip (or conda), though it is _possible_ to use Uproot without it. If you need a minimal installation, pass `--no-deps` to pip and pass `library="np"` to every array-fetching function, or globally set `uproot.default_library` to get NumPy arrays instead of Awkward Arrays.

   * `awkward`: Uproot 5.x requires Awkward 2.x.

The following libraries are also useful in conjunction with Uproot, but are not necessary. If you call a function that needs one, you'll be prompted to install it. (Conda installs most of these automatically.)

**For ROOT files, compressed different ways:**

   * `lz4` and `xxhash`: if reading ROOT files that have been LZ4-compressed.
   * `zstandard`: if reading ROOT files that have been ZSTD-compressed.
   * ZLIB and LZMA are built in (Python standard library).

**For accessing remote files:**

   * `minio`: if reading files with `s3://` URIs.
   * `xrootd`: if reading files with `root://` URIs.
   * HTTP/S access is built in (Python standard library).

**For distributed computing with [Dask](https://www.dask.org/):**

   * `dask`: see [uproot.dask](https://uproot.readthedocs.io/en/latest/uproot._dask.dask.html).
   * `dask-awkward`: for data with irregular structure ("jagged" arrays), see [dask-awkward](https://github.com/dask-contrib/dask-awkward).

**For exporting TTrees to [Pandas](https://pandas.pydata.org/):**

   * `pandas`: if `library="pd"`.
   * `awkward-pandas`: if `library="pd"` and the data have irregular structure ("jagged" arrays), see [awkward-pandas](https://github.com/intake/awkward-pandas).

**For exporting histograms:**

   * `boost-histogram`: if converting histograms to [boost-histogram](https://github.com/scikit-hep/boost-histogram) with `histogram.to_boost()`.
   * `hist`: if converting histograms to [hist](https://github.com/scikit-hep/hist) with `histogram.to_hist()`.

# Acknowledgements

Support for this work was provided by NSF cooperative agreements [OAC-1836650](https://www.nsf.gov/awardsearch/showAward?AWD_ID=1836650) and [PHY-2323298](https://www.nsf.gov/awardsearch/showAward?AWD_ID=2323298) (IRIS-HEP), grant [OAC-1450377](https://nsf.gov/awardsearch/showAward?AWD_ID=1450377) (DIANA/HEP), and [PHY-2121686](https://www.nsf.gov/awardsearch/showAward?AWD_ID=2121686) (US-CMS LHC Ops).


Thanks especially to the gracious help of Uproot contributors (including the [original repository](https://github.com/scikit-hep/uproot)).

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      <td align="center" valign="top" width="14.28%"><a href="https://github.com/mpad"><img src="https://avatars.githubusercontent.com/u/1219868?v=4?s=100" width="100px;" alt="mpad"/><br /><sub><b>mpad</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=mpad" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/pfackeldey"><img src="https://avatars.githubusercontent.com/u/18463582?v=4?s=100" width="100px;" alt="Peter Fackeldey"/><br /><sub><b>Peter Fackeldey</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=pfackeldey" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="http://blog.kushkothari.in"><img src="https://avatars.githubusercontent.com/u/53650538?v=4?s=100" width="100px;" alt="Kush Kothari"/><br /><sub><b>Kush Kothari</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=kkothari2001" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/aryan26roy"><img src="https://avatars.githubusercontent.com/u/50577809?v=4?s=100" width="100px;" alt="Aryan Roy"/><br /><sub><b>Aryan Roy</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=aryan26roy" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="http://blog.jling.dev"><img src="https://avatars.githubusercontent.com/u/5306213?v=4?s=100" width="100px;" alt="Jerry Ling"/><br /><sub><b>Jerry Ling</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=Moelf" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/kakwok"><img src="https://avatars.githubusercontent.com/u/12798013?v=4?s=100" width="100px;" alt="kakwok"/><br /><sub><b>kakwok</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=kakwok" title="Code">πŸ’»</a></td>
    </tr>
    <tr>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/veprbl"><img src="https://avatars.githubusercontent.com/u/245573?v=4?s=100" width="100px;" alt="Dmitry Kalinkin"/><br /><sub><b>Dmitry Kalinkin</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=veprbl" title="Code">πŸ’»</a> <a href="#infra-veprbl" title="Infrastructure (Hosting, Build-Tools, etc)">πŸš‡</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/nikoladze"><img src="https://avatars.githubusercontent.com/u/3707225?v=4?s=100" width="100px;" alt="Nikolai Hartmann"/><br /><sub><b>Nikolai Hartmann</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=nikoladze" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://www.lieret.net"><img src="https://avatars.githubusercontent.com/u/13602468?v=4?s=100" width="100px;" alt="Kilian Lieret"/><br /><sub><b>Kilian Lieret</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=klieret" title="Documentation">πŸ“–</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/dcervenkov"><img src="https://avatars.githubusercontent.com/u/23052054?v=4?s=100" width="100px;" alt="Daniel Cervenkov"/><br /><sub><b>Daniel Cervenkov</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=dcervenkov" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/beojan"><img src="https://avatars.githubusercontent.com/u/3727925?v=4?s=100" width="100px;" alt="Beojan Stanislaus"/><br /><sub><b>Beojan Stanislaus</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=beojan" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/agoose77"><img src="https://avatars.githubusercontent.com/u/1248413?v=4?s=100" width="100px;" alt="Angus Hollands"/><br /><sub><b>Angus Hollands</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=agoose77" title="Code">πŸ’»</a> <a href="#maintenance-agoose77" title="Maintenance">🚧</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/lobis"><img src="https://avatars.githubusercontent.com/u/35803280?v=4?s=100" width="100px;" alt="Luis Antonio Obis Aparicio"/><br /><sub><b>Luis Antonio Obis Aparicio</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=lobis" title="Code">πŸ’»</a></td>
    </tr>
    <tr>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/renyhp"><img src="https://avatars.githubusercontent.com/u/20142663?v=4?s=100" width="100px;" alt="renyhp"/><br /><sub><b>renyhp</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=renyhp" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/lgray"><img src="https://avatars.githubusercontent.com/u/1068089?v=4?s=100" width="100px;" alt="Lindsey Gray"/><br /><sub><b>Lindsey Gray</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=lgray" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/ioanaif"><img src="https://avatars.githubusercontent.com/u/9751871?v=4?s=100" width="100px;" alt="ioanaif"/><br /><sub><b>ioanaif</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=ioanaif" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/natsukium"><img src="https://avatars.githubusercontent.com/u/25083790?v=4?s=100" width="100px;" alt="OTABI Tomoya"/><br /><sub><b>OTABI Tomoya</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=natsukium" title="Tests">⚠️</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/JostMigenda"><img src="https://avatars.githubusercontent.com/u/16189747?v=4?s=100" width="100px;" alt="Jost Migenda"/><br /><sub><b>Jost Migenda</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=JostMigenda" title="Documentation">πŸ“–</a></td>
      <td align="center" valign="top" width="14.28%"><a href="http://glepage.com"><img src="https://avatars.githubusercontent.com/u/33058747?v=4?s=100" width="100px;" alt="Gaétan Lepage"/><br /><sub><b>Gaétan Lepage</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=GaetanLepage" title="Tests">⚠️</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/HaarigerHarald"><img src="https://avatars.githubusercontent.com/u/8050292?v=4?s=100" width="100px;" alt="HaarigerHarald"/><br /><sub><b>HaarigerHarald</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=HaarigerHarald" title="Code">πŸ’»</a></td>
    </tr>
    <tr>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/bnavigator"><img src="https://avatars.githubusercontent.com/u/4623504?v=4?s=100" width="100px;" alt="Ben Greiner"/><br /><sub><b>Ben Greiner</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=bnavigator" title="Tests">⚠️</a></td>
      <td align="center" valign="top" width="14.28%"><a href="http://tooldev.de"><img src="https://avatars.githubusercontent.com/u/1640386?v=4?s=100" width="100px;" alt="Robin Sonnabend"/><br /><sub><b>Robin Sonnabend</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=YSelfTool" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/bojohnson5"><img src="https://avatars.githubusercontent.com/u/20647190?v=4?s=100" width="100px;" alt="Bo Johnson"/><br /><sub><b>Bo Johnson</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=bojohnson5" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/milesgranger"><img src="https://avatars.githubusercontent.com/u/13764397?v=4?s=100" width="100px;" alt="Miles"/><br /><sub><b>Miles</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=milesgranger" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/djw9497"><img src="https://avatars.githubusercontent.com/u/51672890?v=4?s=100" width="100px;" alt="djw9497"/><br /><sub><b>djw9497</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=djw9497" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/Pepesob"><img src="https://avatars.githubusercontent.com/u/113636251?v=4?s=100" width="100px;" alt="Piotr SobczyΕ„ski"/><br /><sub><b>Piotr SobczyΕ„ski</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=Pepesob" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/giedrius2020"><img src="https://avatars.githubusercontent.com/u/71819123?v=4?s=100" width="100px;" alt="Giedrius JuΕ‘kevičius"/><br /><sub><b>Giedrius JuΕ‘kevičius</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=giedrius2020" title="Code">πŸ’»</a></td>
    </tr>
    <tr>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/MatousVozak"><img src="https://avatars.githubusercontent.com/u/33348191?v=4?s=100" width="100px;" alt="MatousVozak"/><br /><sub><b>MatousVozak</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=MatousVozak" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="https://github.com/rossodisera"><img src="https://avatars.githubusercontent.com/u/46961664?v=4?s=100" width="100px;" alt="Andrea Serafini"/><br /><sub><b>Andrea Serafini</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=rossodisera" title="Code">πŸ’»</a></td>
      <td align="center" valign="top" width="14.28%"><a href="http://www.ariostas.com"><img src="https://avatars.githubusercontent.com/u/7596837?v=4?s=100" width="100px;" alt="Andres Rios Tascon"/><br /><sub><b>Andres Rios Tascon</b></sub></a><br /><a href="https://github.com/scikit-hep/uproot5/commits?author=ariostas" title="Code">πŸ’»</a></td>
    </tr>
  </tbody>
</table>

<!-- markdownlint-restore -->
<!-- prettier-ignore-end -->

<!-- ALL-CONTRIBUTORS-LIST:END -->

πŸ’»: code, πŸ“–: documentation, πŸš‡: infrastructure, 🚧: maintainance, ⚠: tests/feedback, πŸ€”: foundational ideas.

Raw data

            {
    "_id": null,
    "home_page": null,
    "name": "uproot",
    "maintainer": null,
    "docs_url": null,
    "requires_python": ">=3.9",
    "maintainer_email": null,
    "keywords": null,
    "author": null,
    "author_email": "Jim Pivarski <pivarski@princeton.edu>",
    "download_url": "https://files.pythonhosted.org/packages/5a/a3/f61ebb4ce5c733b17a2c2df71cbef2f3ee54b96d36ad9412fdec081b13f1/uproot-5.5.1.tar.gz",
    "platform": null,
    "description": "<img src=\"https://raw.githubusercontent.com/scikit-hep/uproot5/main/docs-img/logo/logo.svg\" width=\"300px\">\n\n[![PyPI version](https://badge.fury.io/py/uproot.svg)](https://pypi.org/project/uproot)\n[![Conda-Forge](https://img.shields.io/conda/vn/conda-forge/uproot)](https://github.com/conda-forge/uproot-feedstock)\n[![Python 3.9\u20123.13](https://img.shields.io/badge/python-3.9%E2%80%923.13-blue)](https://www.python.org)\n[![BSD-3 Clause License](https://img.shields.io/badge/license-BSD%203--Clause-blue.svg)](https://opensource.org/licenses/BSD-3-Clause)\n[![Continuous integration tests](https://github.com/scikit-hep/uproot5/actions/workflows/build-test.yml/badge.svg)](https://github.com/scikit-hep/uproot5/actions)\n\n[![Scikit-HEP](https://scikit-hep.org/assets/images/Scikit--HEP-Project-blue.svg)](https://scikit-hep.org/)\n[![NSF-1836650](https://img.shields.io/badge/NSF-1836650-blue.svg)](https://nsf.gov/awardsearch/showAward?AWD_ID=1836650)\n[![DOI 10.5281/zenodo.4340632](https://zenodo.org/badge/DOI/10.5281/zenodo.4340632.svg)](https://doi.org/10.5281/zenodo.4340632)\n[![Documentation](https://img.shields.io/badge/docs-online-success)](https://uproot.readthedocs.io/)\n[![Gitter](https://img.shields.io/badge/chat-online-success)](https://gitter.im/Scikit-HEP/uproot)\n\nUproot is a library for reading and writing [ROOT files](https://root.cern/) in pure Python and NumPy.\n\nUnlike the standard C++ ROOT implementation, Uproot is only an I/O library, primarily intended to stream data into machine learning libraries in Python. Unlike PyROOT and root_numpy, Uproot does not depend on C++ ROOT. Instead, it uses Numpy to cast blocks of data from the ROOT file as Numpy arrays.\n\n<p align=\"center\"><img src=\"https://raw.githubusercontent.com/scikit-hep/uproot5/main/docs-img/diagrams/abstraction-layers.svg\" width=\"700px\"></p>\n\n# Installation\n\nUproot can be installed [from PyPI](https://pypi.org/project/uproot) using pip.\n\n```bash\npip install uproot\n```\n\nUproot is also available using [conda](https://anaconda.org/conda-forge/uproot).\n\n```bash\nconda install -c conda-forge uproot\n```\n\nIf you have already added `conda-forge` as a channel, the `-c conda-forge` is unnecessary. Adding the channel is recommended because it ensures that all of your packages use compatible versions (see [conda-forge docs](https://conda-forge.org/docs/user/introduction.html#how-can-i-install-packages-from-conda-forge)):\n\n```bash\nconda config --add channels conda-forge\nconda update --all\n```\n\n## Getting help\n\n**Start with the [tutorials and reference documentation](https://uproot.readthedocs.io/).**\n\n   * Report bugs, request features, and ask for additional documentation on [GitHub Issues](https://github.com/scikit-hep/uproot5/issues).\n   * If you have a \"How do I...?\" question, start a [GitHub Discussion](https://github.com/scikit-hep/uproot5/discussions) with category \"Q&A\".\n   * Alternatively, ask about it on [StackOverflow with the [uproot] tag](https://stackoverflow.com/questions/tagged/uproot). Be sure to include tags for any other libraries that you use, such as Pandas or PyTorch.\n   * To ask questions in real time, try the Gitter [Scikit-HEP/uproot](https://gitter.im/Scikit-HEP/uproot) chat room.\n\n## Installation for developers\n\nUproot is an ordinary Python library; you can get a copy of the code with\n\n```bash\ngit clone https://github.com/scikit-hep/uproot5.git\n```\n\nand install it locally by calling `pip install -e .` in the repository directory.\n\nIf you need to develop Awkward Array as well, see its [installation for developers](https://github.com/scikit-hep/awkward-1.0#installation-for-developers).\n\n# Dependencies\n\n**Uproot's only strict dependencies are NumPy and packaging.** Strict dependencies are automatically installed by pip (or conda).\n\n**[Awkward Array](https://anaconda.org/conda-forge/awkward) is highly recommended** and is automatically installed by pip (or conda), though it is _possible_ to use Uproot without it. If you need a minimal installation, pass `--no-deps` to pip and pass `library=\"np\"` to every array-fetching function, or globally set `uproot.default_library` to get NumPy arrays instead of Awkward Arrays.\n\n   * `awkward`: Uproot 5.x requires Awkward 2.x.\n\nThe following libraries are also useful in conjunction with Uproot, but are not necessary. If you call a function that needs one, you'll be prompted to install it. (Conda installs most of these automatically.)\n\n**For ROOT files, compressed different ways:**\n\n   * `lz4` and `xxhash`: if reading ROOT files that have been LZ4-compressed.\n   * `zstandard`: if reading ROOT files that have been ZSTD-compressed.\n   * ZLIB and LZMA are built in (Python standard library).\n\n**For accessing remote files:**\n\n   * `minio`: if reading files with `s3://` URIs.\n   * `xrootd`: if reading files with `root://` URIs.\n   * HTTP/S access is built in (Python standard library).\n\n**For distributed computing with [Dask](https://www.dask.org/):**\n\n   * `dask`: see [uproot.dask](https://uproot.readthedocs.io/en/latest/uproot._dask.dask.html).\n   * `dask-awkward`: for data with irregular structure (\"jagged\" arrays), see [dask-awkward](https://github.com/dask-contrib/dask-awkward).\n\n**For exporting TTrees to [Pandas](https://pandas.pydata.org/):**\n\n   * `pandas`: if `library=\"pd\"`.\n   * `awkward-pandas`: if `library=\"pd\"` and the data have irregular structure (\"jagged\" arrays), see [awkward-pandas](https://github.com/intake/awkward-pandas).\n\n**For exporting histograms:**\n\n   * `boost-histogram`: if converting histograms to [boost-histogram](https://github.com/scikit-hep/boost-histogram) with `histogram.to_boost()`.\n   * `hist`: if converting histograms to [hist](https://github.com/scikit-hep/hist) with `histogram.to_hist()`.\n\n# Acknowledgements\n\nSupport for this work was provided by NSF cooperative agreements [OAC-1836650](https://www.nsf.gov/awardsearch/showAward?AWD_ID=1836650) and [PHY-2323298](https://www.nsf.gov/awardsearch/showAward?AWD_ID=2323298) (IRIS-HEP), grant [OAC-1450377](https://nsf.gov/awardsearch/showAward?AWD_ID=1450377) (DIANA/HEP), and [PHY-2121686](https://www.nsf.gov/awardsearch/showAward?AWD_ID=2121686) (US-CMS LHC Ops).\n\n\nThanks especially to the gracious help of Uproot contributors (including the [original repository](https://github.com/scikit-hep/uproot)).\n\n<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->\n<!-- prettier-ignore-start -->\n<!-- markdownlint-disable -->\n<table>\n  <tbody>\n    <tr>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/jpivarski\"><img src=\"https://avatars0.githubusercontent.com/u/1852447?v=4?s=100\" width=\"100px;\" alt=\"Jim Pivarski\"/><br /><sub><b>Jim Pivarski</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=jpivarski\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/scikit-hep/uproot5/commits?author=jpivarski\" title=\"Documentation\">\ud83d\udcd6</a> <a href=\"#infra-jpivarski\" title=\"Infrastructure (Hosting, Build-Tools, etc)\">\ud83d\ude87</a> <a href=\"#maintenance-jpivarski\" title=\"Maintenance\">\ud83d\udea7</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/reikdas\"><img src=\"https://avatars0.githubusercontent.com/u/11775615?v=4?s=100\" width=\"100px;\" alt=\"Pratyush Das\"/><br /><sub><b>Pratyush Das</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=reikdas\" title=\"Code\">\ud83d\udcbb</a> <a href=\"#infra-reikdas\" title=\"Infrastructure (Hosting, Build-Tools, etc)\">\ud83d\ude87</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/chrisburr\"><img src=\"https://avatars3.githubusercontent.com/u/5220533?v=4?s=100\" width=\"100px;\" alt=\"Chris Burr\"/><br /><sub><b>Chris Burr</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=chrisburr\" title=\"Code\">\ud83d\udcbb</a> <a href=\"#infra-chrisburr\" title=\"Infrastructure (Hosting, Build-Tools, etc)\">\ud83d\ude87</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/plexoos\"><img src=\"https://avatars0.githubusercontent.com/u/5005079?v=4?s=100\" width=\"100px;\" alt=\"Dmitri Smirnov\"/><br /><sub><b>Dmitri Smirnov</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=plexoos\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"http://www.matthewfeickert.com/\"><img src=\"https://avatars3.githubusercontent.com/u/5142394?v=4?s=100\" width=\"100px;\" alt=\"Matthew Feickert\"/><br /><sub><b>Matthew Feickert</b></sub></a><br /><a href=\"#infra-matthewfeickert\" title=\"Infrastructure (Hosting, Build-Tools, etc)\">\ud83d\ude87</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"http://www.tamasgal.com\"><img src=\"https://avatars1.githubusercontent.com/u/1730350?v=4?s=100\" width=\"100px;\" alt=\"Tamas Gal\"/><br /><sub><b>Tamas Gal</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=tamasgal\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/kreczko\"><img src=\"https://avatars3.githubusercontent.com/u/1213276?v=4?s=100\" width=\"100px;\" alt=\"Luke Kreczko\"/><br /><sub><b>Luke Kreczko</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=kreczko\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/scikit-hep/uproot5/commits?author=kreczko\" title=\"Tests\">\u26a0\ufe0f</a></td>\n    </tr>\n    <tr>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/nsmith-\"><img src=\"https://avatars2.githubusercontent.com/u/6587412?v=4?s=100\" width=\"100px;\" alt=\"Nicholas Smith\"/><br /><sub><b>Nicholas Smith</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=nsmith-\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/nbiederbeck\"><img src=\"https://avatars1.githubusercontent.com/u/15156697?v=4?s=100\" width=\"100px;\" alt=\"Noah Biederbeck\"/><br /><sub><b>Noah Biederbeck</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=nbiederbeck\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/oshadura\"><img src=\"https://avatars2.githubusercontent.com/u/7012420?v=4?s=100\" width=\"100px;\" alt=\"Oksana Shadura\"/><br /><sub><b>Oksana Shadura</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=oshadura\" title=\"Code\">\ud83d\udcbb</a> <a href=\"#infra-oshadura\" title=\"Infrastructure (Hosting, Build-Tools, etc)\">\ud83d\ude87</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"http://iscinumpy.gitlab.io\"><img src=\"https://avatars1.githubusercontent.com/u/4616906?v=4?s=100\" width=\"100px;\" alt=\"Henry Schreiner\"/><br /><sub><b>Henry Schreiner</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=henryiii\" title=\"Code\">\ud83d\udcbb</a> <a href=\"#infra-henryiii\" title=\"Infrastructure (Hosting, Build-Tools, etc)\">\ud83d\ude87</a> <a href=\"https://github.com/scikit-hep/uproot5/commits?author=henryiii\" title=\"Tests\">\u26a0\ufe0f</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/masonproffitt\"><img src=\"https://avatars3.githubusercontent.com/u/32773304?v=4?s=100\" width=\"100px;\" alt=\"Mason Proffitt\"/><br /><sub><b>Mason Proffitt</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=masonproffitt\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/scikit-hep/uproot5/commits?author=masonproffitt\" title=\"Tests\">\u26a0\ufe0f</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://www.linkedin.com/in/jonas-rembser/\"><img src=\"https://avatars2.githubusercontent.com/u/6578603?v=4?s=100\" width=\"100px;\" alt=\"Jonas Rembser\"/><br /><sub><b>Jonas Rembser</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=guitargeek\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/benkrikler\"><img src=\"https://avatars0.githubusercontent.com/u/4083697?v=4?s=100\" width=\"100px;\" alt=\"benkrikler\"/><br /><sub><b>benkrikler</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=benkrikler\" title=\"Code\">\ud83d\udcbb</a></td>\n    </tr>\n    <tr>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/HDembinski\"><img src=\"https://avatars0.githubusercontent.com/u/2631586?v=4?s=100\" width=\"100px;\" alt=\"Hans Dembinski\"/><br /><sub><b>Hans Dembinski</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=HDembinski\" title=\"Documentation\">\ud83d\udcd6</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"http://marcelrieger.com\"><img src=\"https://avatars0.githubusercontent.com/u/1908734?v=4?s=100\" width=\"100px;\" alt=\"Marcel R.\"/><br /><sub><b>Marcel R.</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=riga\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"http://turra.web.cern.ch/turra/\"><img src=\"https://avatars3.githubusercontent.com/u/143389?v=4?s=100\" width=\"100px;\" alt=\"Ruggero Turra\"/><br /><sub><b>Ruggero Turra</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=wiso\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/jrueb\"><img src=\"https://avatars2.githubusercontent.com/u/30041073?v=4?s=100\" width=\"100px;\" alt=\"Jonas R\u00fcbenach\"/><br /><sub><b>Jonas R\u00fcbenach</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=jrueb\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/bfis\"><img src=\"https://avatars0.githubusercontent.com/u/15651150?v=4?s=100\" width=\"100px;\" alt=\"bfis\"/><br /><sub><b>bfis</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=bfis\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/raymondEhlers\"><img src=\"https://avatars0.githubusercontent.com/u/1571927?v=4?s=100\" width=\"100px;\" alt=\"Raymond Ehlers\"/><br /><sub><b>Raymond Ehlers</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=raymondEhlers\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"http://andrzejnovak.github.io/\"><img src=\"https://avatars1.githubusercontent.com/u/13226500?v=4?s=100\" width=\"100px;\" alt=\"Andrzej Novak\"/><br /><sub><b>Andrzej Novak</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=andrzejnovak\" title=\"Code\">\ud83d\udcbb</a></td>\n    </tr>\n    <tr>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/bendavid\"><img src=\"https://avatars2.githubusercontent.com/u/4920798?v=4?s=100\" width=\"100px;\" alt=\"Josh Bendavid\"/><br /><sub><b>Josh Bendavid</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=bendavid\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://ddavis.io/\"><img src=\"https://avatars2.githubusercontent.com/u/3202090?v=4?s=100\" width=\"100px;\" alt=\"Doug Davis\"/><br /><sub><b>Doug Davis</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=douglasdavis\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/asymmetry\"><img src=\"https://avatars3.githubusercontent.com/u/679529?v=4?s=100\" width=\"100px;\" alt=\"Chao Gu\"/><br /><sub><b>Chao Gu</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=asymmetry\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/ast0815\"><img src=\"https://avatars2.githubusercontent.com/u/5884065?v=4?s=100\" width=\"100px;\" alt=\"Lukas Koch\"/><br /><sub><b>Lukas Koch</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=ast0815\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"http://irfu.cea.fr/dap/\"><img src=\"https://avatars1.githubusercontent.com/u/17836610?v=4?s=100\" width=\"100px;\" alt=\"Michele Peresano\"/><br /><sub><b>Michele Peresano</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=HealthyPear\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/EdoPro98\"><img src=\"https://avatars1.githubusercontent.com/u/57357892?v=4?s=100\" width=\"100px;\" alt=\"Edoardo\"/><br /><sub><b>Edoardo</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=EdoPro98\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/JMSchoeffmann\"><img src=\"https://avatars1.githubusercontent.com/u/26558330?v=4?s=100\" width=\"100px;\" alt=\"JMSchoeffmann\"/><br /><sub><b>JMSchoeffmann</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=JMSchoeffmann\" title=\"Code\">\ud83d\udcbb</a></td>\n    </tr>\n    <tr>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/alexander-held\"><img src=\"https://avatars1.githubusercontent.com/u/45009355?v=4?s=100\" width=\"100px;\" alt=\"alexander-held\"/><br /><sub><b>alexander-held</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=alexander-held\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://giordonstark.com/\"><img src=\"https://avatars0.githubusercontent.com/u/761483?v=4?s=100\" width=\"100px;\" alt=\"Giordon Stark\"/><br /><sub><b>Giordon Stark</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=kratsg\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://roneil.xyz\"><img src=\"https://avatars.githubusercontent.com/u/56410978?v=4?s=100\" width=\"100px;\" alt=\"Ryunosuke O'Neil\"/><br /><sub><b>Ryunosuke O'Neil</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=ryuwd\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://christopherappold.netlify.app/index.html\"><img src=\"https://avatars.githubusercontent.com/u/28101201?v=4?s=100\" width=\"100px;\" alt=\"ChristopheRappold\"/><br /><sub><b>ChristopheRappold</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=ChristopheRappold\" title=\"Documentation\">\ud83d\udcd6</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"http://cozzyd.net\"><img src=\"https://avatars.githubusercontent.com/u/9206569?v=4?s=100\" width=\"100px;\" alt=\"Cosmin Deaconu\"/><br /><sub><b>Cosmin Deaconu</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=cozzyd\" title=\"Tests\">\u26a0\ufe0f</a> <a href=\"https://github.com/scikit-hep/uproot5/commits?author=cozzyd\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://peguerosdc.github.io/\"><img src=\"https://avatars.githubusercontent.com/u/7889726?v=4?s=100\" width=\"100px;\" alt=\"Carlos Pegueros\"/><br /><sub><b>Carlos Pegueros</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=peguerosdc\" title=\"Documentation\">\ud83d\udcd6</a> <a href=\"#example-peguerosdc\" title=\"Examples\">\ud83d\udca1</a> <a href=\"https://github.com/scikit-hep/uproot5/commits?author=peguerosdc\" title=\"Tests\">\u26a0\ufe0f</a> <a href=\"#tutorial-peguerosdc\" title=\"Tutorials\">\u2705</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/btovar\"><img src=\"https://avatars.githubusercontent.com/u/3081826?v=4?s=100\" width=\"100px;\" alt=\"Benjamin Tovar\"/><br /><sub><b>Benjamin Tovar</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=btovar\" title=\"Code\">\ud83d\udcbb</a></td>\n    </tr>\n    <tr>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://duncanmmacleod.github.io\"><img src=\"https://avatars.githubusercontent.com/u/1618530?v=4?s=100\" width=\"100px;\" alt=\"Duncan Macleod\"/><br /><sub><b>Duncan Macleod</b></sub></a><br /><a href=\"#infra-duncanmmacleod\" title=\"Infrastructure (Hosting, Build-Tools, etc)\">\ud83d\ude87</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/mpad\"><img src=\"https://avatars.githubusercontent.com/u/1219868?v=4?s=100\" width=\"100px;\" alt=\"mpad\"/><br /><sub><b>mpad</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=mpad\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/pfackeldey\"><img src=\"https://avatars.githubusercontent.com/u/18463582?v=4?s=100\" width=\"100px;\" alt=\"Peter Fackeldey\"/><br /><sub><b>Peter Fackeldey</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=pfackeldey\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"http://blog.kushkothari.in\"><img src=\"https://avatars.githubusercontent.com/u/53650538?v=4?s=100\" width=\"100px;\" alt=\"Kush Kothari\"/><br /><sub><b>Kush Kothari</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=kkothari2001\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/aryan26roy\"><img src=\"https://avatars.githubusercontent.com/u/50577809?v=4?s=100\" width=\"100px;\" alt=\"Aryan Roy\"/><br /><sub><b>Aryan Roy</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=aryan26roy\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"http://blog.jling.dev\"><img src=\"https://avatars.githubusercontent.com/u/5306213?v=4?s=100\" width=\"100px;\" alt=\"Jerry Ling\"/><br /><sub><b>Jerry Ling</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=Moelf\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/kakwok\"><img src=\"https://avatars.githubusercontent.com/u/12798013?v=4?s=100\" width=\"100px;\" alt=\"kakwok\"/><br /><sub><b>kakwok</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=kakwok\" title=\"Code\">\ud83d\udcbb</a></td>\n    </tr>\n    <tr>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/veprbl\"><img src=\"https://avatars.githubusercontent.com/u/245573?v=4?s=100\" width=\"100px;\" alt=\"Dmitry Kalinkin\"/><br /><sub><b>Dmitry Kalinkin</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=veprbl\" title=\"Code\">\ud83d\udcbb</a> <a href=\"#infra-veprbl\" title=\"Infrastructure (Hosting, Build-Tools, etc)\">\ud83d\ude87</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/nikoladze\"><img src=\"https://avatars.githubusercontent.com/u/3707225?v=4?s=100\" width=\"100px;\" alt=\"Nikolai Hartmann\"/><br /><sub><b>Nikolai Hartmann</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=nikoladze\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://www.lieret.net\"><img src=\"https://avatars.githubusercontent.com/u/13602468?v=4?s=100\" width=\"100px;\" alt=\"Kilian Lieret\"/><br /><sub><b>Kilian Lieret</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=klieret\" title=\"Documentation\">\ud83d\udcd6</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/dcervenkov\"><img src=\"https://avatars.githubusercontent.com/u/23052054?v=4?s=100\" width=\"100px;\" alt=\"Daniel Cervenkov\"/><br /><sub><b>Daniel Cervenkov</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=dcervenkov\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/beojan\"><img src=\"https://avatars.githubusercontent.com/u/3727925?v=4?s=100\" width=\"100px;\" alt=\"Beojan Stanislaus\"/><br /><sub><b>Beojan Stanislaus</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=beojan\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/agoose77\"><img src=\"https://avatars.githubusercontent.com/u/1248413?v=4?s=100\" width=\"100px;\" alt=\"Angus Hollands\"/><br /><sub><b>Angus Hollands</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=agoose77\" title=\"Code\">\ud83d\udcbb</a> <a href=\"#maintenance-agoose77\" title=\"Maintenance\">\ud83d\udea7</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/lobis\"><img src=\"https://avatars.githubusercontent.com/u/35803280?v=4?s=100\" width=\"100px;\" alt=\"Luis Antonio Obis Aparicio\"/><br /><sub><b>Luis Antonio Obis Aparicio</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=lobis\" title=\"Code\">\ud83d\udcbb</a></td>\n    </tr>\n    <tr>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/renyhp\"><img src=\"https://avatars.githubusercontent.com/u/20142663?v=4?s=100\" width=\"100px;\" alt=\"renyhp\"/><br /><sub><b>renyhp</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=renyhp\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/lgray\"><img src=\"https://avatars.githubusercontent.com/u/1068089?v=4?s=100\" width=\"100px;\" alt=\"Lindsey Gray\"/><br /><sub><b>Lindsey Gray</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=lgray\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/ioanaif\"><img src=\"https://avatars.githubusercontent.com/u/9751871?v=4?s=100\" width=\"100px;\" alt=\"ioanaif\"/><br /><sub><b>ioanaif</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=ioanaif\" title=\"Code\">\ud83d\udcbb</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/natsukium\"><img src=\"https://avatars.githubusercontent.com/u/25083790?v=4?s=100\" width=\"100px;\" alt=\"OTABI Tomoya\"/><br /><sub><b>OTABI Tomoya</b></sub></a><br /><a href=\"https://github.com/scikit-hep/uproot5/commits?author=natsukium\" title=\"Tests\">\u26a0\ufe0f</a></td>\n      <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/JostMigenda\"><img 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