Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Weekly Downloads
GitHub Stars
Dependencies
-
typing-extensions
>=4.0
python_version <= "3.10"
35 optional dependencies
-
black[dev]extra == "dev"
-
msgpack>=1.0[full]extra == "full"
-
msgpack>=1.0[msgpack]extra == "msgpack"
-
msgpack>=1.0[test]extra == "test"
-
msgpack>=1.0[dev]extra == "dev"
-
mypy>=1.11[dev]extra == "dev"
-
mypy>=1.11[check]extra == "check"
-
nox[dev]extra == "dev"
-
numpy[full]extra == "full"
-
numpy[test]extra == "test"
-
numpy[dev]extra == "dev"
-
orjson>=3.0[orjson]extra == "orjson"
-
orjson>=3.0[test]extra == "test"
-
orjson>=3.0[dev]extra == "dev"
-
orjson>=3.0[full]extra == "full"
-
pandas[dev]extra == "dev"
-
pandas[full]extra == "full"
-
pandas[test]extra == "test"
-
pre-commit[dev]extra == "dev"
-
pytest[dev]extra == "dev"
-
pytest[test]extra == "test"
-
pytest-cov[dev]extra == "dev"
-
pytest-cov[test]extra == "test"
-
pyyaml>=6.0[full]extra == "full"
-
pyyaml>=6.0[test]extra == "test"
-
pyyaml>=6.0[yaml]extra == "yaml"
-
pyyaml>=6.0[dev]extra == "dev"
-
ruff[dev]extra == "dev"
-
ruff[check]extra == "check"
-
torch[torch]extra == "torch"
-
types-pyyaml[check]extra == "check"
-
types-pyyaml[dev]extra == "dev"
-
typing-extensions>=4.0[dev]extra == "dev"
-
typing-extensions>=4.0[test]extra == "test"
-
xarray[xarray]extra == "xarray"