Metadata-Version: 2.1
Name: lamindb
Version: 0.71.0
Summary: A data framework for biology.
Author-email: Lamin Labs <open-source@lamin.ai>
Requires-Python: >=3.8
Description-Content-Type: text/markdown
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Requires-Dist: lnschema_core==0.66.0
Requires-Dist: lamindb_setup==0.71.0
Requires-Dist: lamin_utils==0.13.2
Requires-Dist: lamin_cli==0.13.0
Requires-Dist: rapidfuzz
Requires-Dist: pyarrow
Requires-Dist: typing_extensions!=4.6.0
Requires-Dist: python-dateutil
Requires-Dist: anndata>=0.8.0,<0.10.8
Requires-Dist: scipy<1.13.0rc1
Requires-Dist: fsspec
Requires-Dist: pandas
Requires-Dist: graphviz
Requires-Dist: psycopg2-binary
Requires-Dist: lamindb_setup[aws] ; extra == "aws"
Requires-Dist: bionty==0.42.9 ; extra == "bionty"
Requires-Dist: pandas<2 ; extra == "dev"
Requires-Dist: pre-commit ; extra == "dev"
Requires-Dist: nox ; extra == "dev"
Requires-Dist: laminci>=0.3 ; extra == "dev"
Requires-Dist: pytest>=6.0 ; extra == "dev"
Requires-Dist: coverage ; extra == "dev"
Requires-Dist: pytest-cov ; extra == "dev"
Requires-Dist: nbproject_test>=0.5.1 ; extra == "dev"
Requires-Dist: faker-biology ; extra == "dev"
Requires-Dist: django-schema-graph ; extra == "erdiagram"
Requires-Dist: readfcs>=1.1.8 ; extra == "fcs"
Requires-Dist: lamindb_setup[gcp] ; extra == "gcp"
Requires-Dist: nbproject==0.10.0 ; extra == "jupyter"
Requires-Dist: nbstripout==0.6.1 ; extra == "jupyter"
Requires-Dist: nbconvert ; extra == "jupyter"
Requires-Dist: zarr>=2.16.0 ; extra == "zarr"
Project-URL: Home, https://github.com/laminlabs/lamindb
Provides-Extra: aws
Provides-Extra: bionty
Provides-Extra: dev
Provides-Extra: erdiagram
Provides-Extra: fcs
Provides-Extra: gcp
Provides-Extra: jupyter
Provides-Extra: zarr

[![Stars](https://img.shields.io/github/stars/laminlabs/lamindb?logo=GitHub&color=yellow)](https://github.com/laminlabs/lamindb)
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# LaminDB - A data framework for biology

- Manage storage & databases with a unified Python API ("lakehouse").
- Track data lineage across notebooks & pipelines.
- Integrate registries for experimental metadata & in-house ontologies.
- Validate, standardize & annotate.
- Collaborate across distributed databases.

## Documentation

Read the [docs](https://lamin.ai/docs).

