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README.md

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The Hydrological Analysis Toolkit (HAT) is a software suite for hydrologists working with simulated and observed river discharge. HAT performs data analysis on hydrological datasets, with its main features being:
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- mapping station locations into hydrological model grids
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- extraction of timeseries at station locations from gridded model outputs
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- statistical analysis of hydrological timeseries
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- interactive visualizations
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> [!NOTE]
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> The station extraction and hydrostats functionality formerly in HAT now live in [ecmwf/hyve](https://github.com/ecmwf/hyve).
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### Installation
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pre-commit install
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```
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HAT provides **experimental** support for earthkit-data's [gribjump source](https://earthkit-data.readthedocs.io/en/latest/guide/sources.html#gribjump).
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To install the gribjump extras for testing and experimentation, run:
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```bash
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pip install hydro-analysis-toolkit[gribjump]
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```
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> [!NOTE]
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> The gribjump feature is experimental. It is not recommended for production use and may change or break in future releases.
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> Information on how to build gribjump can be found in [GribJump's source code](https://github.com/ecmwf/gribjump/). Experimental
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> wheels of `gribjumplib` can also be found [on PyPI](https://pypi.org/project/gribjumplib/).
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## Licence
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```

notebooks/workflow/hydrostats_computation.ipynb

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notebooks/workflow/timeseries_extraction.ipynb

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pyproject.toml

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"ruff",
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"pre-commit"
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]
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gribjump = [
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"earthkit-data[gribjump]"
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]
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[project.scripts]
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hat-station-mapping = "hat.cli:mapper_cli"
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testpaths = [
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"tests",
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]
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filterwarnings = [
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# Probably harmless numpy 2.x ABI warning from netCDF4's Cython extension
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# See: https://github.com/Unidata/netcdf4-python/issues/1354
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"ignore:numpy.ndarray size changed:RuntimeWarning",
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]
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# Packaging/setuptools options
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[tool.setuptools]

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