Factual package intelligence from PyPI

opsml 2.2.4 package intelligence

Python MLOPs quality control tooling for your production ML workflows

pip install opsml

Current version
2.2.4
Python requirement
<3.12,>=3.9
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
5.1 MiB
Release history
48 releases with files
Median release cadence
2 days

opsml dependencies

PyPI declares 38 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. fsspec <=2024.2.0,>=2023.1.0
  2. httpx <1.0.0,>=0.23.3
  3. joblib <2.0.0,>=1.3.2
  4. opsml-cli <0.5.0,>=0.4.0
  5. pandas <3,>=1.5.3
  6. polars <0.19.0,>=0.18.0
  7. pyarrow >=10.0.0
  8. pydantic <3,>=2
  9. pydantic_settings <3,>=2
  10. pyyaml <7.0.0,>=6.0.1

The compact report shows 25 of 38 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

opsml publishes 1 wheel and 1 source archive for version 2.2.4. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.9.

Metadata completeness

PyPI does not currently declare: license, project URL. PyDeps marks these fields as unknown instead of guessing values.

Release activity and sources

PyPI lists 48 releases with files. The first dated release is ; 13 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

5 historical releases are fully yanked in PyPI metadata.

The project does not publish external project URLs in its PyPI metadata.