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feat: create download client for fdsnws using qml parser
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from datetime import datetime | ||
from typing import Optional | ||
from xml.sax import handler, make_parser | ||
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import pandas as pd | ||
import requests | ||
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from catalog_tools.download.download_qml import CustomContentHandler | ||
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class FDSNWSEventClient(): | ||
def __init__(self, url: str): | ||
""" | ||
Args: | ||
url: base url of the FDSNWS event service | ||
(eg. 'https://earthquake.usgs.gov/fdsnws/event/1/query') | ||
""" | ||
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self.url = url | ||
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def get_events(self, start_time: Optional[datetime] = None, | ||
end_time: Optional[datetime] = None, | ||
min_latitude: Optional[float] = None, | ||
max_latitude: Optional[float] = None, | ||
min_longitude: Optional[float] = None, | ||
max_longitude: Optional[float] = None, | ||
min_magnitude: Optional[float] = None, | ||
include_all_magnitudes: Optional[bool] = None, | ||
event_type: Optional[str] = None, | ||
delta_m: float = 0.1) -> pd.DataFrame: | ||
"""Downloads an earthquake catalog based on a URL. | ||
Args: | ||
base_query: base query url () | ||
start_time: start time of the catalog. | ||
end_time: end time of the catalog. defaults to current time. | ||
min_latitude: minimum latitude of catalog. | ||
max_latitude: maximum latitude of catalog. | ||
min_longitude: minimum longitude of catalog. | ||
max_longitude: maximum longitude of catalog. | ||
min_magnitude: minimum magnitude of catalog. | ||
include_all_magnitudes: whether to include all magnitudes. | ||
event_type: type of event to download. | ||
delta_m: magnitude bin size. if >0, then events of | ||
magnitude >= (min_magnitude - delta_m/2) will be downloaded. | ||
Returns: | ||
The catalog as a pandas DataFrame. | ||
""" | ||
request_url = self.url + '?' | ||
date_format = "%Y-%m-%dT%H:%M:%S" | ||
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if start_time: | ||
request_url += f'&starttime={start_time.strftime(date_format)}' | ||
if end_time: | ||
request_url += f'&endtime={end_time.strftime(date_format)}' | ||
if min_latitude: | ||
request_url += f'&minlatitude={min_latitude}' | ||
if max_latitude: | ||
request_url += f'&maxlatitude={max_latitude}' | ||
if min_longitude: | ||
request_url += f'&minlongitude={min_longitude}' | ||
if max_longitude: | ||
request_url += f'&maxlongitude={max_longitude}' | ||
if min_magnitude and delta_m: | ||
request_url += f'&minmagnitude={min_magnitude - (delta_m / 2)}' | ||
elif min_magnitude: | ||
request_url += f'&minmagnitude={min_magnitude}' | ||
if include_all_magnitudes: | ||
request_url += f'&includeallmagnitudes={include_all_magnitudes}' | ||
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print(request_url) | ||
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catalog = [] | ||
parser = make_parser() | ||
parser.setFeature(handler.feature_namespaces, False) | ||
parser.setContentHandler(CustomContentHandler(catalog)) | ||
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r = requests.get(request_url, stream=True) | ||
r.raw.decode_content = True # if content-encoding is used decode | ||
parser.parse(r.raw) | ||
df = pd.DataFrame.from_dict(catalog) | ||
return df | ||
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def main(): | ||
url = 'https://earthquake.usgs.gov/fdsnws/event/1/query' | ||
url2 = 'http://arclink.ethz.ch/fdsnws/event/1/query' | ||
client = FDSNWSEventClient(url2) | ||
cat = client.get_events(start_time=datetime( | ||
2023, 7, 1)) | ||
print(cat[cat['magnitude_value'].isna()]) | ||
print(cat.columns) | ||
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if __name__ == '__main__': | ||
main() |