$npx skillfedfor your agent

uproot3

ROOT I/O in pure Python and Numpy.

SkipPyPI Software DevelopmentReleased Feb 2021279.5K downloads / moBSD 3-clausePure Python

Decision gist · record as of 2026-08-14

pure-Python wheel — uproot3-3.14.4-py3-none-any.whl
v3.14.4 · released 2021-02-12 · Python >=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.* · 4 runtime deps: numpy, awkward0, uproot3-methods, cachetools

No, unless you are maintaining legacy code that already depends on uproot3. The package is abandoned (last commit 2021-02-19) and uses outdated dependencies like awkward0. For new physics data pipelines, consider alternatives with active maintenance.AI-flagged interpretation of the facts on this page — verify before relying

Before you install

  • Requires numpy (1.13.1+), awkward0, uproot3-methods, and cachetools.
  • The package is abandoned and may not work with modern Python or ROOT file formats.
  • Low friction to install.

License · maintenance · safety

BSD 3-clause (permissive) — BSD 3-clause is permissive, allowing commercial and private use with minimal restrictions. You must include a copy of the license and disclaimer.

last release 2021-02-12 (2009 days) · last repo commit 2021-02-19 · 313 stars · archived

0 known vulnerabilities (OSV.dev, 2026-08-14) · 279,452 downloads/mo, #8,120 on PyPI

Verify before relying

pip install uproot3

import uproot3
file = uproot3.open('data.root')
tree = file['tree_name']
arrays = tree.arrays()
  • Whether uproot3 works with current ROOT file format versions and modern Python releases
  • Whether dependencies like awkward0 remain compatible with current NumPy versions
  • Performance characteristics on modern hardware and file sizes
Same gist for agents: .md · .json

What it is and what it does

uproot3 is a pure-Python I/O library for reading and writing ROOT files, the standard data format in high-energy physics. It uses NumPy to cast blocks of data from ROOT files as NumPy arrays, avoiding the need to install the C++ ROOT framework. The library is designed to stream data into machine learning pipelines and scientific computing workflows.

The package depends on numpy, awkward0, uproot3-methods, and cachetools. It supports reading compressed ROOT files with optional dependencies like lz4 and xxhash, and can export data to Pandas DataFrames. However, the repository is archived and has not been maintained since 2021-02-19, making it a legacy tool for existing workflows rather than a foundation for new projects.

Use it for

  • Load particle physics data from ROOT files into NumPy arrays for machine learning model training
  • Convert ROOT file histograms and trees to Pandas DataFrames for statistical analysis
  • Stream large ROOT datasets lazily into memory-constrained environments using cachetools
  • Export ROOT file data to other formats without installing the full C++ ROOT framework

Worth the install?

AI-flagged interpretation of the facts on this page. Verify before relying on it.

Skip

No, unless you are maintaining legacy code that already depends on uproot3.

The package is abandoned (last commit 2021-02-19) and uses outdated dependencies like awkward0. For new physics data pipelines, consider alternatives with active maintenance.

Install

uproot3 on PyPI

Before you install

Low friction to install. Maintenance is a concern: the repository is archived and the last commit was 2021-02-19, with the package classified as inactive. If you need active development or bug fixes, this is not the right choice.

Requires numpy (1.13.1+), awkward0, uproot3-methods, and cachetools. The package is abandoned and may not work with modern Python or ROOT file formats.

License in practice

BSD 3-clause is permissive, allowing commercial and private use with minimal restrictions. You must include a copy of the license and disclaimer.

Quickstart

pip install uproot3

import uproot3
file = uproot3.open('data.root')
tree = file['tree_name']
arrays = tree.arrays()

Verify before relying

  • Whether uproot3 works with current ROOT file format versions and modern Python releases
  • Whether dependencies like awkward0 remain compatible with current NumPy versions
  • Performance characteristics on modern hardware and file sizes

Package facts

LicenseBSD 3-clause permissive
Python supportSupports the current Python release >=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*
Install frictionLow. Pure-Python wheel
Runtime dependencies
4 packages
numpyawkward0uproot3-methodscachetools
MaintenanceAbandoned 2,009 days since the last release
Last repo commit repository archived
First released
Downloads279,452 / month, #8,120 on PyPI 30-day window, as of 2026-08-14
Known vulnerabilitiesNone known OSV.dev, checked 2026-08-14
Classifiers
Development Status :: 7 - InactiveIntended Audience :: DevelopersIntended Audience :: Information TechnologyIntended Audience :: Science/ResearchLicense :: OSI Approved :: BSD LicenseOperating System :: MacOSOperating System :: POSIXOperating System :: UnixProgramming Language :: PythonProgramming Language :: Python :: 2.7Programming Language :: Python :: 3.5Programming Language :: Python :: 3.6Programming Language :: Python :: 3.7Programming Language :: Python :: 3.8Programming Language :: Python :: 3.9Topic :: Scientific/EngineeringTopic :: Scientific/Engineering :: Information AnalysisTopic :: Scientific/Engineering :: MathematicsTopic :: Scientific/Engineering :: PhysicsTopic :: Software DevelopmentTopic :: Utilities

Evidence: uproot3-3.14.4-py3-none-any.whl

Tags

Capabilities
ROOT file reader pythonread ROOT files numpyphysics data format I/OROOT file writer pythonHEP data analysis pythonROOT to numpy arraysparticle physics data access
Topics
physics-datalegacy-packagehep-tools

Let your AI agent find packages like this

Example. Real query, live index.

You found this page by searching. An agent finds it by wishing: SkillFed indexes 14,416 PyPI packages by what they can do, searchable in plain language.

wish › “ROOT file reader python”

  • uproot3Reads and writes ROOT files (the data format used in high-energy…
  • uprootUproot reads and writes ROOT files (the data format used in…
  • hepconverthepconvert converts between columnar file formats—currently ROOT and…

Give your agent the search over MCP, or paste the wish link into any chat.

More Software Development packages

typing-extensions Worth it
PyPI · Software Development · released Jul 2026

Provides backported and experimental type hints for Python 3.9+, allowing use of newer typing features on older Python versions and enabling early experimentation with type system PEPs before they enter the standard library.

PSF-2.0pure Python · 3.9+
1.9Bdownloads / mo
numpy Worth it
PyPI · Software Development · released Aug 2026

NumPy provides an N-dimensional array object and a comprehensive suite of mathematical, linear algebra, Fourier transform, and random number functions for scientific computing in Python.

BSD-3-Clause AND 0BSD AND MIT AND Zlib AND CC0-1.0compiled wheel · 3.12+
1.1Bdownloads / mo
fastapi Worth it
PyPI · Software Development · released Jul 2026

FastAPI is a Python web framework for building REST APIs using type hints, with automatic request validation, serialization, and interactive API documentation.

MITpure Python · 3.10+
568.6Mdownloads / mo
annotated-doc With conditions
PyPI · Software Development · released Jul 2026

Provides a way to document function parameters, class attributes, return types, and variables inline using Python's `Annotated` type hint syntax instead of traditional docstrings.

MITpure Python · 3.9+
456.2Mdownloads / mo
typer Worth it
PyPI · Software Development · released Aug 2026

Typer builds command-line applications from Python functions using type hints, automatically generating help text, argument parsing, and shell completion.

Install it if you are building CLIs in Python.

MITpure Python · 3.10+
369.3Mdownloads / mo
distlib With conditions
PyPI · Software Development · released Jun 2026

Distlib provides low-level packaging utilities for building, distributing, and managing Python software—including metadata handling, version specifiers, wheel support, script installation, and dependency resolution.

permissive licensepure Python
323.3Mdownloads / mo

See also uproot · uproot3-methods · coffea · xrootd · fastjet · vector · fsspec-xrootd · tinynetrc · mplhep · awkward0