Metadata-Version: 2.1
Name: lamindb
Version: 0.54.0
Summary: Open-source data platform 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
Requires-Dist: lnschema_core==0.48.2
Requires-Dist: lamindb_setup==0.53.1
Requires-Dist: lamin_utils==0.11.2
Requires-Dist: rapidfuzz
Requires-Dist: pyarrow
Requires-Dist: typing_extensions!=4.6.0
Requires-Dist: python-dateutil
Requires-Dist: anndata>=0.9.1,<=0.9.2
Requires-Dist: fsspec
Requires-Dist: pandas
Requires-Dist: graphviz
Requires-Dist: botocore==1.31.17 ; extra == "aws"
Requires-Dist: urllib3<2 ; extra == "aws"
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Requires-Dist: pre-commit ; extra == "dev"
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Requires-Dist: laminci>=0.3 ; extra == "dev"
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Requires-Dist: faker-biology ; extra == "dev"
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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: postgres
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 - Data framework for biology

LaminDB is an open-source Python framework to manage biological data & analyses in generic backends:

- Unify access to data & metadata across storage (files, arrays) & database (SQL) backends.
- Track data flow across notebooks, pipelines & UI.
- Manage registries for experimental metadata & ontologies in a simple database.
- Validate & annotate data using in-house & public knowledge.
- Create DB instances within seconds and share data across a mesh of instances.

## Documentation

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

