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# Curation metadata
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# `malariagen_data` - analyse MalariaGEN data from Python
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Summary statistics used during our sequence QC process are available within each sample set subdirectory, in a file named "sequence_qc_stats.csv". Each file contains the following fields:
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This Python package provides methods for accessing and analysing data from MalariaGEN.
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- `sample_id` (string) - MalariaGEN sample identifier
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- `mean_cov` (float) - mean coverage
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- `median_cov` (int) - median coverage
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- `modal_cov` (int) - modal coverage
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- `mean_cov_{contig}` (float) - mean coverage for a particular contig
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- `median_cov_{contig}` (int) - median coverage for a particular contig
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- `mode_cov_{contig}` (int) - modal coverage for a particular contig
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- `frac_gen_cov` (float) - fraction of the genome covered
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- `divergence` (float) - divergence
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## Installation
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For further information or queries contact support@malariagen.net.
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The `malariagen_data` Python package is available from the Python
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package index (PyPI) and can be installed via `pip`, e.g.:
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```bash
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pip install malariagen-data
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```
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## Documentation
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Documentation of classes and methods in the public API are available
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from the following locations:
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- [Ag3 API
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docs](https://malariagen.github.io/malariagen-data-python/latest/Ag3.html)
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- [Af1 API
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docs](https://malariagen.github.io/malariagen-data-python/latest/Af1.html)
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- [Amin1 API
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docs](https://malariagen.github.io/malariagen-data-python/latest/Amin1.html)
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- [Adir1 API
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docs](https://malariagen.github.io/malariagen-data-python/latest/Adir1.html)
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- [Pf8 API
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docs](https://malariagen.github.io/parasite-data/pf8/api.html)
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- [Pf7 API
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docs](https://malariagen.github.io/parasite-data/pf7/api.html)
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- [Pv4 API
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docs](https://malariagen.github.io/parasite-data/pv4/api.html)
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## Release notes (change log)
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See [GitHub releases](https://github.com/malariagen/malariagen-data-python/releases)
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for release notes.
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## Developer setup
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To get setup for development, see [this video if you prefer VS Code](https://youtu.be/zddl3n1DCFM), or [this older video if you prefer PyCharm](https://youtu.be/QniQi-Hoo9A).
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For detailed setup instructions, see:
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- [Linux setup guide](LINUX_SETUP.md)
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- [macOS setup guide](MACOS_SETUP.md)
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- [Windows setup guide](WINDOWS_SETUP.md)
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- [Google Colab (TPU) setup guide](docs/source/colab_tpu_runtime.rst)
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Detailed instructions can be found in the [Contributors guide](https://github.com/malariagen/malariagen-data-python/blob/master/CONTRIBUTING.md).
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## AI use policy and guidelines
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See [AI use policy and guidelines](https://github.com/malariagen/malariagen-data-python/blob/master/AI-POLICY.md) for more details.
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## Release process
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Create a new GitHub release. That's it. This will automatically
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trigger publishing of a new release to PyPI and a new version of
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the documentation via GitHub Actions.
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The version switcher for the documentation can then be updated by
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modifying the `docs/source/_static/switcher.json` file accordingly.
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## Citation
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If you use the `malariagen_data` package in a publication
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or include any of its functions or code in other materials (_e.g._ training resources),
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please cite: [doi.org/10.5281/zenodo.11173411](https://doi.org/10.5281/zenodo.11173411)
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Some functions may require additional citations to acknowledge specific contributions. These are indicated in the description for each relevant function.
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For any questions, please feel free to contact us at: [support@malariagen.net](mailto:support@malariagen.net)
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## Sponsorship
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This project is currently supported by the following grants:
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* [BMGF INV-068808](https://www.gatesfoundation.org/about/committed-grants/2024/04/inv-068808)
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* [BMGF INV-062921](https://www.gatesfoundation.org/about/committed-grants/2024/07/inv-062921)
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This project was previously supported by the following grants:
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* [BMGF INV-001927](https://www.gatesfoundation.org/about/committed-grants/2019/11/inv001927)

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