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password, model=model_grads_ts, area=area_grads_ts)
print("prefix = {}".format(prefixpath_grads_ts))
except Exception as e:
print("Failed, the exception is {}".format(e))
print("\nfind stations:")
try:
met = api.query_station_list(username, password, startdate=startdate_station_ts, enddate=enddate_station_ts,
parameters=parameters_station_ts)
print(met.head())
except Exception as e:
print("Failed, the exception is {}".format(e))
print("\nstation coordinates timeseries:")
try:
df_sd_coord = api.query_station_timeseries(startdate_station_ts, enddate_station_ts, interval_station_ts,
parameters_station_ts, username, password,
model=model_station_ts,
latlon_tuple_list=coordinates_station_ts,
on_invalid='fill_with_invalid', request_type="POST",
temporal_interpolation='none')
print(df_sd_coord.head())
except Exception as e:
print("Failed, the exception is {}".format(e))
print("\nstation wmo + metar ids timeseries:")
try:
df_sd_ids = api.query_station_timeseries(startdate_station_ts, enddate_station_ts, interval_station_ts,
parameters_station_ts, username, password, model=model_station_ts,
wmo_ids=wmo_stations, metar_ids=metar_stations,
mch_ids=mch_stations, on_invalid='fill_with_invalid',
request_type="POST", temporal_interpolation='none')
print("\nstation coordinates timeseries:")
try:
df_sd_coord = api.query_station_timeseries(startdate_station_ts, enddate_station_ts, interval_station_ts,
parameters_station_ts, username, password,
model=model_station_ts,
latlon_tuple_list=coordinates_station_ts,
on_invalid='fill_with_invalid', request_type="POST",
temporal_interpolation='none')
print(df_sd_coord.head())
except Exception as e:
print("Failed, the exception is {}".format(e))
print("\nstation wmo + metar ids timeseries:")
try:
df_sd_ids = api.query_station_timeseries(startdate_station_ts, enddate_station_ts, interval_station_ts,
parameters_station_ts, username, password, model=model_station_ts,
wmo_ids=wmo_stations, metar_ids=metar_stations,
mch_ids=mch_stations, on_invalid='fill_with_invalid',
request_type="POST", temporal_interpolation='none')
print(df_sd_ids.head())
except Exception as e:
print("Failed, the exception is {}".format(e))
print("\nget init dates:")
try:
df_init_dates = api.query_init_date(now, now + dt.timedelta(days=2), dt.timedelta(hours=3), 't_2m:C',
username,
password, 'ecmwf-ens')
print(df_init_dates.head())
except Exception as e:
print("Failed, the exception is {}".format(e))