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include script to run juelich weather merging and stac generation
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#!/usr/bin/env python | ||
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import argparse | ||
import json | ||
from pathlib import Path | ||
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import pandas as pd | ||
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import paint.util.paint_mappings as mappings | ||
from paint import PAINT_ROOT | ||
from paint.data.juelich_weather_convertor import JuelichWeatherConvertor | ||
from paint.data.juelich_weather_stac_item import make_juelich_weather_item | ||
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def main(arguments: argparse.Namespace) -> None: | ||
""" | ||
Merge the Juelich weather data and save it as an HDF5 file and generate the associate STAC item. | ||
This script merges all Juelich weather data files and saves the result as as an HDF5 file before generating the | ||
appropriate STAC item. Additionally, the metadata for this item is saved for collection creation later. | ||
Parameters | ||
---------- | ||
arguments: argparse.Namespace | ||
The command line arguments. | ||
""" | ||
# check if saved metadata exists and load if required | ||
weather_items_path = Path(f"{PAINT_ROOT}/TEMPDATA/weather_items.csv") | ||
if weather_items_path.exists(): | ||
weather_items = pd.read_csv(weather_items_path) | ||
else: | ||
weather_items_path.parent.mkdir(parents=True, exist_ok=True) | ||
weather_items = pd.DataFrame( | ||
columns=[ | ||
mappings.TITLE_KEY, | ||
mappings.URL_KEY, | ||
mappings.DWD_START, | ||
mappings.DWD_END, | ||
mappings.LATITUDE_KEY, | ||
mappings.LONGITUDE_KEY, | ||
mappings.ELEVATION, | ||
] | ||
) | ||
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weather_convertor = JuelichWeatherConvertor( | ||
input_root_dir=arguments.input_root_dir, | ||
output_path=arguments.output_path, | ||
file_name=arguments.file_name, | ||
) | ||
metadata = weather_convertor.merge_and_save_to_hdf5() | ||
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juelich_stac = make_juelich_weather_item(data=metadata) | ||
save_path = Path(arguments.output_path) / (mappings.JUELICH_STAC_NAME + ".json") | ||
save_path.parent.mkdir(parents=True, exist_ok=True) | ||
with open(save_path, "w") as handle: | ||
json.dump(juelich_stac, handle) | ||
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weather_items.loc[len(weather_items)] = [ | ||
"Juelich weather data", | ||
mappings.JUELICH_STAC_URL, | ||
metadata[mappings.JUELICH_START], | ||
metadata[mappings.JUELICH_END], | ||
mappings.POWER_PLANT_LAT, | ||
mappings.POWER_PLANT_LON, | ||
0, # TODO: Correct Elevation | ||
] | ||
weather_items.to_csv(weather_items_path, index=False) | ||
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if __name__ == "__main__": | ||
parser = argparse.ArgumentParser() | ||
parser.add_argument( | ||
"--input_root_dir", type=str, default=f"{PAINT_ROOT}/ExampleDataKIT/Weather" | ||
) | ||
parser.add_argument( | ||
"--output_path", type=str, default=f"{PAINT_ROOT}/ConvertedData/Weather" | ||
) | ||
parser.add_argument("--file_name", type=str, default="juelich-weather.h5") | ||
args = parser.parse_args() | ||
main(arguments=args) |