Newer
Older
Karine PARRA
committed
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
from typing import Any
from source.data_source import *
class DataOpenMeteo(DataSource):
def parse_response_open_meteo(self, api_response: dict[str, Any]) -> None:
"""Parse the OpenMeteo API response to store the result in the source variables
:param api_response: the api response
"""
logging.info("-- Parsing OpenMeteo datas ")
hourly = api_response["hourly"]
# wind speed needs to be converted from km/h to m/s
self.variables[int(VariableAtmospheric.AIR_TEMPERATURE)].values = np.array(hourly["temperature_2m"])
self.variables[int(VariableAtmospheric.WIND_SPEED)].values = np.array(
[round(speed / 3.6, 2) for speed in hourly["windspeed_10m"]])
self.variables[int(VariableAtmospheric.WIND_DIRECTION)].values = np.array(hourly["winddirection_10m"])
self.variables[int(VariableAtmospheric.ATMOSPHERIC_PRESSURE)].values = np.array(hourly["pressure_msl"])
times = np.array(hourly["time"], dtype="datetime64[s]")
for variable in VARIABLES_ATMOSPHERIC:
self.variables[int(variable)].times = times
return
def download(self, start_date: datetime, end_date: datetime) -> bool:
"""Download forecast data from open meteo api
Data are requested from a gironde center point: 45.38°N, -0.88°E
:param OpenMeteoSource self: open meteo source
:param datetime start_date: start date
:param datetime end_date: end date
:returns: bool
"""
logging.info("Downloading OpenMeteo datas")
real_start_date, real_end_date, mode = self.compute_real_dates(start_date, end_date)
# open meteo api does not handle hour and minutes.
# end_date has been set to the next day at midnight by compute_real_dates. Therefore,
# it will retrieve one day too many.
real_end_date = real_end_date - timedelta(days=1)
req_url = (
f"{self.url[mode]}?{self.api_params[mode][0]}"
f"&start_date={real_start_date:%Y-%m-%d}&end_date={real_end_date:%Y-%m-%d}"
)
response = ast.literal_eval(get_curl(req_url))
self.parse_response_open_meteo(response)
return True