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scverse-misc

Miscellaneous utility code used by scverse packages

With conditionsPyPI Software DevelopmentReleased Jul 2026951.6K downloads / mopermissive licensePure Python

Decision gist · record as of 2026-08-14

pure-Python wheel — scverse_misc-0.1.3-py3-none-any.whl
v0.1.3 · released 2026-07-18 · Python >=3.12 · 2 runtime deps: session-info2, typing-extensions

Yes, if you are developing or using other scverse packages—it is a lightweight, actively maintained utility library with no known vulnerabilities. If you are not part of the scverse ecosystem, installation is not necessary unless a scverse package explicitly requires it as a dependency.AI-flagged interpretation of the facts on this page — verify before relying

Before you install

  • Requires Python 3.12 or newer.
  • Low friction: pure Python wheel with only two lightweight runtime dependencies (session-info2 and typing-extensions).
  • Active maintenance with a release 27 days ago and recent commits.

License · maintenance · safety

permissive license (permissive) — BSD 3-Clause License permits commercial and private use with minimal restrictions; you may use, modify, and distribute the code provided you retain copyright notices and disclaimers.

last release 2026-07-18 (27 days) · last repo commit 2026-08-10 · 5 stars

0 known vulnerabilities (OSV.dev, 2026-08-14) · 951,606 downloads/mo, #4,655 on PyPI

Verify before relying

pip install scverse-misc

import scverse_misc
# Use utilities provided by the package
  • What specific utilities or functions this package exports and how they are typically used by downstream scverse packages.
  • Whether this package is intended for direct end-user use or primarily as an internal dependency for scverse ecosystem packages.
Same gist for agents: .md · .json

What it is and what it does

scverse-misc is a utility library that centralizes common code shared across packages in the scverse ecosystem. It reduces duplication by providing reusable helpers and utility functions that multiple scverse packages depend on. The package is lightweight, with only two runtime dependencies (session-info2 and typing-extensions), and requires Python 3.12 or newer.

The package is actively maintained and distributed as a pure Python wheel, making installation straightforward. It is part of the scverse project infrastructure and serves as a foundation for other packages in that ecosystem. Documentation is available, though the specific utilities exposed are not detailed in the description excerpt.

Use it for

  • As a dependency for scverse packages that need access to shared utility functions and helpers.
  • For developers working within the scverse ecosystem who want to use common utilities without reimplementing them.
  • As a foundation for reducing code duplication across multiple related scientific Python packages.

Worth the install?

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

With conditions

Yes, if you are developing or using other scverse packages—it is a lightweight, actively maintained utility library with no known vulnerabilities.

If you are not part of the scverse ecosystem, installation is not necessary unless a scverse package explicitly requires it as a dependency.

Install

scverse-misc on PyPI

Before you install

Low friction: pure Python wheel with only two lightweight runtime dependencies (session-info2 and typing-extensions). Active maintenance with a release 27 days ago and recent commits.

Requires Python 3.12 or newer.

License in practice

BSD 3-Clause License permits commercial and private use with minimal restrictions; you may use, modify, and distribute the code provided you retain copyright notices and disclaimers.

Quickstart

pip install scverse-misc

import scverse_misc
# Use utilities provided by the package

Verify before relying

  • What specific utilities or functions this package exports and how they are typically used by downstream scverse packages.
  • Whether this package is intended for direct end-user use or primarily as an internal dependency for scverse ecosystem packages.

Package facts

Licensepermissive license permissive
Python supportSupports the current Python release >=3.12
Install frictionLow. Pure-Python wheel
Runtime dependencies
2 packages
session-info2typing-extensions
MaintenanceActively maintained 27 days since the last release
Last repo commit
First released
Downloads951,606 / month, #4,655 on PyPI 30-day window, as of 2026-08-14
Known vulnerabilitiesNone known OSV.dev, checked 2026-08-14
Classifiers
Programming Language :: Python :: 3 :: OnlyProgramming Language :: Python :: 3.12Programming Language :: Python :: 3.13Programming Language :: Python :: 3.14

Evidence: scverse_misc-0.1.3-py3-none-any.whl

Tags

Capabilities
scverse utilitiesshared utility libraryscverse helperscommon utilities for scversescverse code sharingutility functions library
Topics
scverse-ecosystemshared-utilities

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See also wimpy · braintrust-core · py-key-value-shared · lightning-utilities · allianceauth-app-utils · toml-fmt-common · neutron-lib · dbt-common · devpi-common · apify-shared