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"""Data Class for IMS Meteorological Readings.""" |
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from __future__ import annotations |
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import datetime |
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import textwrap |
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import time |
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from dataclasses import dataclass, field |
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import pytz |
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from .const import ( |
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API_BP, |
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API_CHANNELS, |
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API_DATA, |
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API_DATETIME, |
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API_DIFF, |
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API_GRAD, |
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API_NAME, |
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API_NIP, |
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API_RAIN, |
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API_RAIN_1_MIN, |
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API_RH, |
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API_STATION_ID, |
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API_STATUS, |
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API_STD_WD, |
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API_TD, |
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API_TD_MAX, |
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API_TD_MIN, |
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API_TG, |
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API_TIME, |
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API_TW, |
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API_VALID, |
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API_VALUE, |
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API_WD, |
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API_WD_MAX, |
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API_WS, |
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API_WS_1MM, |
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API_WS_10MM, |
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API_WS_MAX, |
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VARIABLES, |
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) |
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@dataclass |
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class MeteorologicalData: |
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"""Meteorological Data.""" |
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station_id: int |
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"""Station ID""" |
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datetime: datetime.datetime |
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"""Date and time of the data""" |
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rain: float |
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"""Rainfall in mm""" |
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ws: float |
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"""Wind speed in m/s""" |
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ws_max: float |
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"""Gust wind speed in m/s""" |
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wd: float |
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"""Wind direction in deg""" |
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wd_max: float |
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"""Gust wind direction in deg""" |
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std_wd: float |
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"""Standard deviation wind direction in deg""" |
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td: float |
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"""Temperature in °C""" |
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td_max: float |
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"""Maximum Temperature in °C""" |
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td_min: float |
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"""Minimum Temperature in °C""" |
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tg: float |
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"""Ground Temperature in °C""" |
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tw: float |
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"""TW Temperature (?) in °C""" |
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rh: float |
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"""Relative humidity in %""" |
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ws_1mm: float |
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"""Maximum 1 minute wind speed in m/s""" |
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ws_10mm: float |
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"""Maximum 10 minute wind speed in m/s""" |
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time: datetime.time |
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"""Time""" |
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bp: float |
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"""Maximum barometric pressure in mb""" |
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diff_r: float |
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"""Distributed radiation in w/m^2""" |
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grad: float |
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"""Global radiation in w/m^2""" |
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nip: float |
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"""Direct radiation in w/m^2""" |
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rain_1_min: float |
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"""Rainfall per minute in mm""" |
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def _pretty_print(self) -> str: |
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return textwrap.dedent( |
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"""Station: {}, Date: {}, Readings: [(TD: {}{}), (TDmax: {}{}), (TDmin: {}{}), (TG: {}{}), (RH: {}{}), (Rain: {}{}), (WS: {}{}), (WSmax: {}{}), (WD: {}{}), (WDmax: {}{}), (STDwd: {}{}), (WS1mm: {}{}), (WS10mm: {}{}), (Time: {}{})] |
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""" |
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).format( |
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self.station_id, |
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self.datetime, |
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self.td, |
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VARIABLES[API_TD].unit, |
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self.td_max, |
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VARIABLES[API_TD_MAX].unit, |
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self.td_min, |
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VARIABLES[API_TD_MIN].unit, |
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self.tg, |
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VARIABLES[API_TG].unit, |
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self.rh, |
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VARIABLES[API_RH].unit, |
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self.rain, |
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VARIABLES[API_RAIN].unit, |
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self.ws, |
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VARIABLES[API_WS].unit, |
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self.ws_max, |
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VARIABLES[API_WS_MAX].unit, |
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self.wd, |
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VARIABLES[API_WD].unit, |
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self.wd_max, |
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VARIABLES[API_WD_MAX].unit, |
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self.std_wd, |
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VARIABLES[API_STD_WD].unit, |
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self.ws_1mm, |
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VARIABLES[API_WS_1MM].unit, |
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self.ws_10mm, |
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VARIABLES[API_WS_10MM].unit, |
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self.time, |
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VARIABLES[API_TIME].unit, |
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) |
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def __str__(self) -> str: |
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return self._pretty_print() |
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def __repr__(self) -> str: |
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return self._pretty_print().replace("\n", " ") |
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@dataclass |
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class StationMeteorologicalReadings: |
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"""Station Meteorological Readings.""" |
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station_id: int |
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""" Station Id""" |
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data: list[MeteorologicalData] = field(default_factory=list) |
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""" List of Meteorological Data """ |
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def __repr__(self) -> str: |
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return textwrap.dedent("""Station ({}), Data: {}""").format( |
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self.station_id, self.data |
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) |
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tz = pytz.timezone("Asia/Jerusalem") |
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def _fix_datetime_offset(dt): |
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dt = dt.replace(tzinfo=None) |
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dt = tz.localize(dt) |
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# Get the UTC offset in seconds |
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offset_seconds = dt.utcoffset().total_seconds() |
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# Create a fixed timezone with the same offset and name |
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fixed_timezone = datetime.timezone(datetime.timedelta(seconds=offset_seconds), dt.tzname()) |
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# Replace the pytz tzinfo with the fixed timezone |
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dt = dt.replace(tzinfo=fixed_timezone) |
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is_dst = dt.dst() != datetime.timedelta(0) |
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if is_dst: |
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dt = dt + datetime.timedelta(hours=1) |
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return dt,is_dst |
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def meteo_data_from_json(station_id: int, data: dict) -> MeteorologicalData: |
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"""Create a MeteorologicalData object from a JSON object.""" |
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dt = datetime.datetime.fromisoformat(data[API_DATETIME]) |
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dt, is_dst = _fix_datetime_offset(dt) |
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channel_value_dict = {} |
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for channel_value in data[API_CHANNELS]: |
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if channel_value[API_VALID] is True and channel_value[API_STATUS] == 1: |
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channel_value_dict[channel_value[API_NAME]] = float( |
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channel_value[API_VALUE] |
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) |
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rain = channel_value_dict.get(API_RAIN) |
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ws_max = channel_value_dict.get(API_WS_MAX) |
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wd_max = channel_value_dict.get(API_WD_MAX) |
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ws = channel_value_dict.get(API_WS) |
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wd = channel_value_dict.get(API_WD) |
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std_wd = channel_value_dict.get(API_STD_WD) |
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td = channel_value_dict.get(API_TD) |
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rh = channel_value_dict.get(API_RH) |
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td_max = channel_value_dict.get(API_TD_MAX) |
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td_min = channel_value_dict.get(API_TD_MIN) |
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ws_1mm = channel_value_dict.get(API_WS_1MM) |
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ws_10mm = channel_value_dict.get(API_WS_10MM) |
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tg = channel_value_dict.get(API_TG) |
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tw = channel_value_dict.get(API_TW) |
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time_val = channel_value_dict.get(API_TIME) |
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if time_val: |
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t = time.strptime(str(int(time_val)), "%H%M") |
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time_val = datetime.time(t.tm_hour, t.tm_min, tzinfo=tz) |
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bp = channel_value_dict.get(API_BP) |
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diff_r = channel_value_dict.get(API_DIFF) |
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grad = channel_value_dict.get(API_GRAD) |
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nip = channel_value_dict.get(API_NIP) |
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rain_1_min = channel_value_dict.get(API_RAIN_1_MIN) |
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if is_dst and time_val: |
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# Strange IMS logic :o |
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dt = dt + datetime.timedelta(hours=1) |
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time_val = time_val.replace(hour=(time_val.hour+1)%24) |
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return MeteorologicalData( |
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station_id=station_id, |
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datetime=dt, |
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rain=rain, |
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ws=ws, |
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ws_max=ws_max, |
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wd=wd, |
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wd_max=wd_max, |
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std_wd=std_wd, |
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td=td, |
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td_max=td_max, |
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td_min=td_min, |
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tg=tg, |
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tw=tw, |
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rh=rh, |
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ws_1mm=ws_1mm, |
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ws_10mm=ws_10mm, |
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time=time_val, |
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bp=bp, |
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diff_r=diff_r, |
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grad=grad, |
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nip=nip, |
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rain_1_min=rain_1_min |
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) |
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def station_meteo_data_from_json(json: dict) -> StationMeteorologicalReadings | None: |
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station_id = int(json[API_STATION_ID]) |
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data = json.get(API_DATA) |
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if not data: |
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return None |
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meteo_data = [meteo_data_from_json(station_id, single_meteo_data) for single_meteo_data in data] |
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return StationMeteorologicalReadings(station_id, meteo_data) |
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