Ngiab-data-preprocess

adds `cli` and `map` as uvx scripts.
now this tool can be run without installation using
`uvx --from ngiab_data_preprocess cli`
or
`uvx --from ngiab_data_preprocess map`

- Corrects the unit conversion of ZMax in mm to max_gw_storage in m
- Limits forcing processing chunk to 20Gb of ram (seems to improve stability processing large datasets)
- Uses dask auto chunking to forcing output writing which resolves possible out of memory problems

**Full Changelog**: https://github.com/CIROH-UA/NGIAB_data_preprocess/compare/v3.2.0...v3.2.1

- added `--vpu` to the cli to allow subsetting by vpu. run `python -m ngiab_data_cli --help` for more details
- added `--empirical_model` or `--em` to generate forcings, config, and realizations for the machine learning model
- cfe no longer fetches initial gw_storage from nwm retrospective by default, to re-enable this add `--nwm_gw` to the cli command
- fixed a bug where too many files would be opened while downloading the hydrofabric on osx 66

What's Changed
* Vpu subset by JoshCu in https://github.com/CIROH-UA/NGIAB_data_preprocess/pull/65
* Empirical model by JoshCu in https://github.com/CIROH-UA/NGIAB_data_preprocess/pull/67


**Full Changelog**: https://github.com/CIROH-UA/NGIAB_data_preprocess/compare/v3.1.1...v3.2.0

- adds version tracking to the hydrofabric
- improves cli progress bars
- improves forcing download for smaller areas
- massively improves hydrofabric download speed
- works with hydrofabric containing hydrolocations geospatial index
- fixes 62 by removing rioxarray which depends on gdal

What's Changed
* Updated hydrolocations by JoshCu in https://github.com/CIROH-UA/NGIAB_data_preprocess/pull/64


**Full Changelog**: https://github.com/CIROH-UA/NGIAB_data_preprocess/compare/v3.0.3...v3.1.0

- Updated the map styling to display more information
- Fixed 59 Opening the console now extends the page if needed so it shouldn't cover the realization output and buttons

What's Changed
* Add gages to map by JoshCu in https://github.com/CIROH-UA/NGIAB_data_preprocess/pull/60
* Update map style by JoshCu in https://github.com/CIROH-UA/NGIAB_data_preprocess/pull/61


**Full Changelog**: https://github.com/CIROH-UA/NGIAB_data_preprocess/compare/v3.0.2...v3.0.3