%global _empty_manifest_terminate_build 0
Name:		python-satip
Version:	2.11.6
Release:	1
Summary:	Satip provides the functionality necessary for
License:	MIT
URL:		https://pypi.org/project/satip/
Source0:	https://mirrors.nju.edu.cn/pypi/web/packages/77/f9/64469de1bc4ea119305ab312cbaedfd6fd26b4ee2573fc1673664a3c65d8/satip-2.11.6.tar.gz
BuildArch:	noarch

Requires:	python3-affine
Requires:	python3-aiobotocore
Requires:	python3-aiohttp
Requires:	python3-aioitertools
Requires:	python3-aiosignal
Requires:	python3-alembic
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Requires:	python3-asciitree
Requires:	python3-async-timeout
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Requires:	python3-cached-property
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Requires:	python3-eumdac
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Requires:	python3-dateutil
Requires:	python3-geotiepoints
Requires:	python3-pytz
Requires:	python3-PyYAML
Requires:	python3-rasterio
Requires:	python3-requests
Requires:	python3-s3fs
Requires:	python3-satpy
Requires:	python3-scipy
Requires:	python3-setuptools
Requires:	python3-shapely
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Requires:	python3-sortedcontainers
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Requires:	python3-xarray
Requires:	python3-yarl
Requires:	python3-zarr
Requires:	python3-zict
Requires:	python3-zipp
Requires:	python3-ocf-blosc2

%description
# Satip
<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
[![All Contributors](https://img.shields.io/badge/all_contributors-6-orange.svg?style=flat-square)](#contributors-)
<!-- ALL-CONTRIBUTORS-BADGE:END -->

[![PyPI version](https://badge.fury.io/py/satip.svg)](https://badge.fury.io/py/satip)

[![codecov](https://codecov.io/gh/openclimatefix/Satip/branch/main/graph/badge.svg?token=GTQDR2ZZ2S)](https://codecov.io/gh/openclimatefix/Satip)

> Satip is a library for <b>sat</b>ellite <b>i</b>mage <b>p</b>rocessing, and provides all of the functionality necessary for retrieving, and storing EUMETSAT data

<br>

### Installation

To install the `satip` library please run:

```bash
pip install satip
```

Or if you're working in the development environment you can run the following from the directory root:

```bash
pip install -e .
```

#### Conda

Or, if you want to use `conda` from the a cloned Satip repository:

```bash
conda env create -f environment.yml
conda activate satip
pip install -e .
```

If you plan to work on the development of Satip then also consider installing these development tools:

```bash
conda install pytest flake8 jedi mypy black pre-commit
pre-commit install
```

## Operation

### Getting your own API key

In order to contribute to development or just test-run some scripts, you will need your own Eumetsat-API-key. Please follow these steps:

1. Go to https://eoportal.eumetsat.int and register an account.
2. You can log in and got to https://data.eumetsat.int/ to check available data services. From there go to your profile and choose the option "API key" or go to https://api.eumetsat.int/api-key/ directly.
3. Please make sure that you added the key and secret to your user's environment variables.

### Downloading EUMETSAT Data

The following command will download the last 2 hours of RSS imagery into NetCDF files at the specified location

```bash
python satip/app.py --api-key=<EUMETSAT API Key> --api-secret=<EUMETSAT API Secret> --save-dr="/path/to/saving/files/" --history="2 hours"
```

To download more historical data, the command below will download the native files, compress with bz2, and save into a subdirectory.

```bash
python satip/get_raw_eumetsat_data.py --user-key=<EUMETSAT API Key> --user-secret=<EUMETSAT API Secret>
```

### Converting Native files to Zarr
`scripts/convert_native_to_zarr.py` converts EUMETSAT `.nat` files to Zarr datasets, using very mild lossy [JPEG-XL](https://en.wikipedia.org/wiki/JPEG_XL) compression. (JPEG-XL is the "new kid on the block" of image compression algorithms). JPEG-XL makes the files about a quarter the size of the equivalent `bz2` compressed files, whilst the images are visually indistinguishable. JPEG-XL cannot represent NaNs so NaNs. JPEG-XL understands float32 values in the range `[0, 1]`. NaNs are encoded as the value `0.025`. All "real" values are in the range `[0.075, 1]`. We leave a gap between "NaNs" and "real values" because there is very slight "ringing" around areas of constant value (see [this comment for more details](https://github.com/openclimatefix/Satip/issues/67#issuecomment-1036456502)). Use `satip.jpeg_xl_float_with_nans.JpegXlFloatWithNaNs` to decode the satellite data. This class will reconstruct the NaNs and rescale the data to the range `[0, 1]`.


## Running in Production

The live service uses `app.py` as the entrypoint for running the live data download for OCF's forecasting service, and has a few configuration options, configurable by command line argument or environment variable.

`--api-key` or `API_KEY` is the EUMETSAT API key

`--api-secret` or `API_SECRET` is the EUMETSAT API secret

`--save-dir` or `SAVE_DIR` is the top level directory to save the output files, a `latest` subfolder will be added to that directory to contain the latest data

`--history` or `HISTORY` is the amount of history timesteps to use in the `latest.zarr` files

`--db-url` or `DB_URL` is the URL to the database to save to when a run has finished

`--use-rescaler` or `USE_RESCALER` tells whether to rescale the satellite data to between 0 and 1 or not when saving to disk. Primarily used as backwards compatibility for the current production models, all new training and production Zarrs should use the rescaled data.

## Testing

To run tests, simply run ```pytest .``` from the root of the repository. To generate the test plots, run ```python scripts/generate_test_plots.py```.

## Contributors ✨

Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):

<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->
<!-- prettier-ignore-start -->
<!-- markdownlint-disable -->
<table>
  <tr>
    <td align="center"><a href="https://www.jacobbieker.com"><img src="https://avatars.githubusercontent.com/u/7170359?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Jacob Bieker</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=jacobbieker" title="Code">💻</a></td>
    <td align="center"><a href="http://jack-kelly.com"><img src="https://avatars.githubusercontent.com/u/460756?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Jack Kelly</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=JackKelly" title="Code">💻</a></td>
    <td align="center"><a href="https://github.com/AyrtonB"><img src="https://avatars.githubusercontent.com/u/29051639?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Ayrton Bourn</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=AyrtonB" title="Code">💻</a></td>
    <td align="center"><a href="http://laurencewatson.com"><img src="https://avatars.githubusercontent.com/u/1125376?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Laurence Watson</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=Rabscuttler" title="Code">💻</a></td>
    <td align="center"><a href="https://github.com/notger"><img src="https://avatars.githubusercontent.com/u/1180540?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Notger Heinz</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=notger" title="Documentation">📖</a></td>
    <td align="center"><a href="https://github.com/peterdudfield"><img src="https://avatars.githubusercontent.com/u/34686298?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Peter Dudfield</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=peterdudfield" title="Documentation">📖</a></td>
  </tr>
</table>

<!-- markdownlint-restore -->
<!-- prettier-ignore-end -->

<!-- ALL-CONTRIBUTORS-LIST:END -->

This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome!


%package -n python3-satip
Summary:	Satip provides the functionality necessary for
Provides:	python-satip
BuildRequires:	python3-devel
BuildRequires:	python3-setuptools
BuildRequires:	python3-pip
%description -n python3-satip
# Satip
<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
[![All Contributors](https://img.shields.io/badge/all_contributors-6-orange.svg?style=flat-square)](#contributors-)
<!-- ALL-CONTRIBUTORS-BADGE:END -->

[![PyPI version](https://badge.fury.io/py/satip.svg)](https://badge.fury.io/py/satip)

[![codecov](https://codecov.io/gh/openclimatefix/Satip/branch/main/graph/badge.svg?token=GTQDR2ZZ2S)](https://codecov.io/gh/openclimatefix/Satip)

> Satip is a library for <b>sat</b>ellite <b>i</b>mage <b>p</b>rocessing, and provides all of the functionality necessary for retrieving, and storing EUMETSAT data

<br>

### Installation

To install the `satip` library please run:

```bash
pip install satip
```

Or if you're working in the development environment you can run the following from the directory root:

```bash
pip install -e .
```

#### Conda

Or, if you want to use `conda` from the a cloned Satip repository:

```bash
conda env create -f environment.yml
conda activate satip
pip install -e .
```

If you plan to work on the development of Satip then also consider installing these development tools:

```bash
conda install pytest flake8 jedi mypy black pre-commit
pre-commit install
```

## Operation

### Getting your own API key

In order to contribute to development or just test-run some scripts, you will need your own Eumetsat-API-key. Please follow these steps:

1. Go to https://eoportal.eumetsat.int and register an account.
2. You can log in and got to https://data.eumetsat.int/ to check available data services. From there go to your profile and choose the option "API key" or go to https://api.eumetsat.int/api-key/ directly.
3. Please make sure that you added the key and secret to your user's environment variables.

### Downloading EUMETSAT Data

The following command will download the last 2 hours of RSS imagery into NetCDF files at the specified location

```bash
python satip/app.py --api-key=<EUMETSAT API Key> --api-secret=<EUMETSAT API Secret> --save-dr="/path/to/saving/files/" --history="2 hours"
```

To download more historical data, the command below will download the native files, compress with bz2, and save into a subdirectory.

```bash
python satip/get_raw_eumetsat_data.py --user-key=<EUMETSAT API Key> --user-secret=<EUMETSAT API Secret>
```

### Converting Native files to Zarr
`scripts/convert_native_to_zarr.py` converts EUMETSAT `.nat` files to Zarr datasets, using very mild lossy [JPEG-XL](https://en.wikipedia.org/wiki/JPEG_XL) compression. (JPEG-XL is the "new kid on the block" of image compression algorithms). JPEG-XL makes the files about a quarter the size of the equivalent `bz2` compressed files, whilst the images are visually indistinguishable. JPEG-XL cannot represent NaNs so NaNs. JPEG-XL understands float32 values in the range `[0, 1]`. NaNs are encoded as the value `0.025`. All "real" values are in the range `[0.075, 1]`. We leave a gap between "NaNs" and "real values" because there is very slight "ringing" around areas of constant value (see [this comment for more details](https://github.com/openclimatefix/Satip/issues/67#issuecomment-1036456502)). Use `satip.jpeg_xl_float_with_nans.JpegXlFloatWithNaNs` to decode the satellite data. This class will reconstruct the NaNs and rescale the data to the range `[0, 1]`.


## Running in Production

The live service uses `app.py` as the entrypoint for running the live data download for OCF's forecasting service, and has a few configuration options, configurable by command line argument or environment variable.

`--api-key` or `API_KEY` is the EUMETSAT API key

`--api-secret` or `API_SECRET` is the EUMETSAT API secret

`--save-dir` or `SAVE_DIR` is the top level directory to save the output files, a `latest` subfolder will be added to that directory to contain the latest data

`--history` or `HISTORY` is the amount of history timesteps to use in the `latest.zarr` files

`--db-url` or `DB_URL` is the URL to the database to save to when a run has finished

`--use-rescaler` or `USE_RESCALER` tells whether to rescale the satellite data to between 0 and 1 or not when saving to disk. Primarily used as backwards compatibility for the current production models, all new training and production Zarrs should use the rescaled data.

## Testing

To run tests, simply run ```pytest .``` from the root of the repository. To generate the test plots, run ```python scripts/generate_test_plots.py```.

## Contributors ✨

Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):

<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->
<!-- prettier-ignore-start -->
<!-- markdownlint-disable -->
<table>
  <tr>
    <td align="center"><a href="https://www.jacobbieker.com"><img src="https://avatars.githubusercontent.com/u/7170359?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Jacob Bieker</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=jacobbieker" title="Code">💻</a></td>
    <td align="center"><a href="http://jack-kelly.com"><img src="https://avatars.githubusercontent.com/u/460756?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Jack Kelly</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=JackKelly" title="Code">💻</a></td>
    <td align="center"><a href="https://github.com/AyrtonB"><img src="https://avatars.githubusercontent.com/u/29051639?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Ayrton Bourn</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=AyrtonB" title="Code">💻</a></td>
    <td align="center"><a href="http://laurencewatson.com"><img src="https://avatars.githubusercontent.com/u/1125376?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Laurence Watson</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=Rabscuttler" title="Code">💻</a></td>
    <td align="center"><a href="https://github.com/notger"><img src="https://avatars.githubusercontent.com/u/1180540?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Notger Heinz</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=notger" title="Documentation">📖</a></td>
    <td align="center"><a href="https://github.com/peterdudfield"><img src="https://avatars.githubusercontent.com/u/34686298?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Peter Dudfield</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=peterdudfield" title="Documentation">📖</a></td>
  </tr>
</table>

<!-- markdownlint-restore -->
<!-- prettier-ignore-end -->

<!-- ALL-CONTRIBUTORS-LIST:END -->

This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome!


%package help
Summary:	Development documents and examples for satip
Provides:	python3-satip-doc
%description help
# Satip
<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
[![All Contributors](https://img.shields.io/badge/all_contributors-6-orange.svg?style=flat-square)](#contributors-)
<!-- ALL-CONTRIBUTORS-BADGE:END -->

[![PyPI version](https://badge.fury.io/py/satip.svg)](https://badge.fury.io/py/satip)

[![codecov](https://codecov.io/gh/openclimatefix/Satip/branch/main/graph/badge.svg?token=GTQDR2ZZ2S)](https://codecov.io/gh/openclimatefix/Satip)

> Satip is a library for <b>sat</b>ellite <b>i</b>mage <b>p</b>rocessing, and provides all of the functionality necessary for retrieving, and storing EUMETSAT data

<br>

### Installation

To install the `satip` library please run:

```bash
pip install satip
```

Or if you're working in the development environment you can run the following from the directory root:

```bash
pip install -e .
```

#### Conda

Or, if you want to use `conda` from the a cloned Satip repository:

```bash
conda env create -f environment.yml
conda activate satip
pip install -e .
```

If you plan to work on the development of Satip then also consider installing these development tools:

```bash
conda install pytest flake8 jedi mypy black pre-commit
pre-commit install
```

## Operation

### Getting your own API key

In order to contribute to development or just test-run some scripts, you will need your own Eumetsat-API-key. Please follow these steps:

1. Go to https://eoportal.eumetsat.int and register an account.
2. You can log in and got to https://data.eumetsat.int/ to check available data services. From there go to your profile and choose the option "API key" or go to https://api.eumetsat.int/api-key/ directly.
3. Please make sure that you added the key and secret to your user's environment variables.

### Downloading EUMETSAT Data

The following command will download the last 2 hours of RSS imagery into NetCDF files at the specified location

```bash
python satip/app.py --api-key=<EUMETSAT API Key> --api-secret=<EUMETSAT API Secret> --save-dr="/path/to/saving/files/" --history="2 hours"
```

To download more historical data, the command below will download the native files, compress with bz2, and save into a subdirectory.

```bash
python satip/get_raw_eumetsat_data.py --user-key=<EUMETSAT API Key> --user-secret=<EUMETSAT API Secret>
```

### Converting Native files to Zarr
`scripts/convert_native_to_zarr.py` converts EUMETSAT `.nat` files to Zarr datasets, using very mild lossy [JPEG-XL](https://en.wikipedia.org/wiki/JPEG_XL) compression. (JPEG-XL is the "new kid on the block" of image compression algorithms). JPEG-XL makes the files about a quarter the size of the equivalent `bz2` compressed files, whilst the images are visually indistinguishable. JPEG-XL cannot represent NaNs so NaNs. JPEG-XL understands float32 values in the range `[0, 1]`. NaNs are encoded as the value `0.025`. All "real" values are in the range `[0.075, 1]`. We leave a gap between "NaNs" and "real values" because there is very slight "ringing" around areas of constant value (see [this comment for more details](https://github.com/openclimatefix/Satip/issues/67#issuecomment-1036456502)). Use `satip.jpeg_xl_float_with_nans.JpegXlFloatWithNaNs` to decode the satellite data. This class will reconstruct the NaNs and rescale the data to the range `[0, 1]`.


## Running in Production

The live service uses `app.py` as the entrypoint for running the live data download for OCF's forecasting service, and has a few configuration options, configurable by command line argument or environment variable.

`--api-key` or `API_KEY` is the EUMETSAT API key

`--api-secret` or `API_SECRET` is the EUMETSAT API secret

`--save-dir` or `SAVE_DIR` is the top level directory to save the output files, a `latest` subfolder will be added to that directory to contain the latest data

`--history` or `HISTORY` is the amount of history timesteps to use in the `latest.zarr` files

`--db-url` or `DB_URL` is the URL to the database to save to when a run has finished

`--use-rescaler` or `USE_RESCALER` tells whether to rescale the satellite data to between 0 and 1 or not when saving to disk. Primarily used as backwards compatibility for the current production models, all new training and production Zarrs should use the rescaled data.

## Testing

To run tests, simply run ```pytest .``` from the root of the repository. To generate the test plots, run ```python scripts/generate_test_plots.py```.

## Contributors ✨

Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):

<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->
<!-- prettier-ignore-start -->
<!-- markdownlint-disable -->
<table>
  <tr>
    <td align="center"><a href="https://www.jacobbieker.com"><img src="https://avatars.githubusercontent.com/u/7170359?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Jacob Bieker</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=jacobbieker" title="Code">💻</a></td>
    <td align="center"><a href="http://jack-kelly.com"><img src="https://avatars.githubusercontent.com/u/460756?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Jack Kelly</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=JackKelly" title="Code">💻</a></td>
    <td align="center"><a href="https://github.com/AyrtonB"><img src="https://avatars.githubusercontent.com/u/29051639?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Ayrton Bourn</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=AyrtonB" title="Code">💻</a></td>
    <td align="center"><a href="http://laurencewatson.com"><img src="https://avatars.githubusercontent.com/u/1125376?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Laurence Watson</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=Rabscuttler" title="Code">💻</a></td>
    <td align="center"><a href="https://github.com/notger"><img src="https://avatars.githubusercontent.com/u/1180540?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Notger Heinz</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=notger" title="Documentation">📖</a></td>
    <td align="center"><a href="https://github.com/peterdudfield"><img src="https://avatars.githubusercontent.com/u/34686298?v=4?s=100" width="100px;" alt=""/><br /><sub><b>Peter Dudfield</b></sub></a><br /><a href="https://github.com/openclimatefix/Satip/commits?author=peterdudfield" title="Documentation">📖</a></td>
  </tr>
</table>

<!-- markdownlint-restore -->
<!-- prettier-ignore-end -->

<!-- ALL-CONTRIBUTORS-LIST:END -->

This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome!


%prep
%autosetup -n satip-2.11.6

%build
%py3_build

%install
%py3_install
install -d -m755 %{buildroot}/%{_pkgdocdir}
if [ -d doc ]; then cp -arf doc %{buildroot}/%{_pkgdocdir}; fi
if [ -d docs ]; then cp -arf docs %{buildroot}/%{_pkgdocdir}; fi
if [ -d example ]; then cp -arf example %{buildroot}/%{_pkgdocdir}; fi
if [ -d examples ]; then cp -arf examples %{buildroot}/%{_pkgdocdir}; fi
pushd %{buildroot}
if [ -d usr/lib ]; then
	find usr/lib -type f -printf "/%h/%f\n" >> filelist.lst
fi
if [ -d usr/lib64 ]; then
	find usr/lib64 -type f -printf "/%h/%f\n" >> filelist.lst
fi
if [ -d usr/bin ]; then
	find usr/bin -type f -printf "/%h/%f\n" >> filelist.lst
fi
if [ -d usr/sbin ]; then
	find usr/sbin -type f -printf "/%h/%f\n" >> filelist.lst
fi
touch doclist.lst
if [ -d usr/share/man ]; then
	find usr/share/man -type f -printf "/%h/%f.gz\n" >> doclist.lst
fi
popd
mv %{buildroot}/filelist.lst .
mv %{buildroot}/doclist.lst .

%files -n python3-satip -f filelist.lst
%dir %{python3_sitelib}/*

%files help -f doclist.lst
%{_docdir}/*

%changelog
* Tue Apr 25 2023 Python_Bot <Python_Bot@openeuler.org> - 2.11.6-1
- Package Spec generated