| <a href="https://tiledb.com"><img src="https://github.com/TileDB-Inc/TileDB/raw/dev/doc/source/_static/tiledb-logo_color_no_margin_@4x.png" alt="TileDB logo" width="400"></a> |
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| [](https://dev.azure.com/TileDB-Inc/CI/_build/latest?definitionId=1&branchName=dev) |
| [](https://anaconda.org/conda-forge/TileDB-Py) |
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| # TileDB-Py |
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| *TileDB-Py* is a [Python](https://python.org) interface to the [TileDB Storage Engine](https://github.com/TileDB-Inc/TileDB). |
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| # Quick Links |
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| * [Installation](https://docs.tiledb.com/developer/installation/quick-install) |
| * [Build Instructions](https://docs.tiledb.com/main/how-to/installation/building-from-source/python) |
| * [TileDB Documentation](https://docs.tiledb.com/main/) |
| * [Python API reference](https://tiledb-inc-tiledb-py.readthedocs-hosted.com/en/stable) |
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| # Quick Installation |
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| TileDB-Py is available from either [PyPI](https://pypi.org/project/tiledb/) with ``pip``: |
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| ``` |
| pip install tiledb |
| ``` |
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| or from [conda-forge](https://anaconda.org/conda-forge/tiledb-py) with |
| [conda](https://conda.io/docs/) or [mamba](https://github.com/mamba-org/mamba#installation): |
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| ``` |
| conda install -c conda-forge tiledb-py |
| ``` |
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| Dataframes functionality (`tiledb.from_pandas`, `Array.df[]`) requires [Pandas](https://pandas.pydata.org/) 1.0 or higher, and [PyArrow](https://arrow.apache.org/docs/python/) 1.0 or higher. |
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| # Contributing |
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| We welcome contributions, please see [`CONTRIBUTING.md`](https://github.com/TileDB-Inc/TileDB-Py/blob/dev/CONTRIBUTING.md) for suggestions and |
| development-build instructions. For larger features, please open an issue to discuss goals and |
| approach in order to ensure a smooth PR integration and review process. |
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