def get_station_date_min(user, password, station_name):
""" Get min date with available data on a station
:param user: User name credentials
:param password: Users password
:param station_name: Station name
:return: datetime
"""
fc = FieldClimateRestAPI(user, password)
dates = fc.get_station_data_available_dates(station_name)
return datetime.strptime(dates['f_date_min'], '%Y-%m-%d %H:%M:%S')
def get_station_date_min(user, password, station_name):
""" Get min date with available data on a station
:param user: User name credentials
:param password: Users password
:param station_name: Station name
:return: datetime
"""
fc = FieldClimateRestAPI(user, password)
dates = fc.get_station_data_available_dates(station_name)
return datetime.strptime(dates['f_date_min'], '%Y-%m-%d %H:%M:%S')
def get_station_data_date(user, password, station_name, date=datetime.now()):
"""
Get station cumulative precipitation and aver, max, min temperatures for given day date.
:param user: user name credentials
:param password: users password
:param station_name: Station name at the system
:param date: Date
:return: dictionary with { 'precipitation' : X, 'temperature' : { 'aver' : XX, 'min' : XX, 'max' : XX } } values.
"""
fc = FieldClimateRestAPI(user, password)
# Check stations
st = fc.get_stations()
station = None
print("Getting data for stations:")
print(st)
for s in st:
# Get all raw data for a station
if station_name in s['f_name']:
print('Station ok!')
d_min = date.replace(hour=0, minute=0, second=0)
d_max = date.replace(hour=23, minute=59, second=59)
measures = fc.get_station_data_between_dates(
s['f_name'], d_min, d_max)
sensors = fc.get_station_sensors_statuses(station_name, d_min,
d_max)
station = Station(s, sensors, measures)
# Process data: average temperature and cumulative precipitations
if station:
precip_sensor = station.get_sensor('Precipitation')
temp_sensor = station.get_sensor('Air temperature')
if temp_sensor is None or temp_sensor.get_status() is False:
temp_sensor = station.get_sensor('HC Air temperature')
temp_precip = station.get_sensors_measures(
[temp_sensor, precip_sensor])
if not temp_precip:
print("Missing data!")
return None
date_data = {
'precipitation': get_sensor_sum(precip_sensor, temp_precip),
'temperature': {
'aver': get_sensor_average(temp_sensor, temp_precip),
'min': get_sensor_min(temp_sensor, temp_precip),
'max': get_sensor_max(temp_sensor, temp_precip)
}
}
return date_data
else:
print("No station found!")
return None
def get_station_data_date(user, password, station_name, date=datetime.now()):
"""
Get station cumulative precipitation and aver, max, min temperatures for given day date.
:param user: user name credentials
:param password: users password
:param station_name: Station name at the system
:param date: Date
:return: dictionary with { 'precipitation' : X, 'temperature' : { 'aver' : XX, 'min' : XX, 'max' : XX } } values.
"""
fc = FieldClimateRestAPI(user, password)
# Check stations
st = fc.get_stations()
station = None
print("Getting data for stations:")
print(st)
for s in st:
# Get all raw data for a station
if station_name in s['f_name']:
print('Station ok!')
d_min = date.replace(hour=0, minute=0, second=0)
d_max = date.replace(hour=23, minute=59, second=59)
measures = fc.get_station_data_between_dates(s['f_name'], d_min, d_max)
sensors = fc.get_station_sensors_statuses(station_name, d_min, d_max)
station = Station(s, sensors, measures)
# Process data: average temperature and cumulative precipitations
if station:
precip_sensor = station.get_sensor('Precipitation')
temp_sensor = station.get_sensor('Air temperature')
if temp_sensor is None or temp_sensor.get_status() is False:
temp_sensor = station.get_sensor('HC Air temperature')
temp_precip = station.get_sensors_measures([temp_sensor, precip_sensor])
if not temp_precip:
print "Missing data!"
return None
date_data = {'precipitation': get_sensor_sum(precip_sensor, temp_precip),
'temperature': {'aver': get_sensor_average(temp_sensor, temp_precip),
'min': get_sensor_min(temp_sensor, temp_precip),
'max': get_sensor_max(temp_sensor, temp_precip)}
}
return date_data
else:
print "No station found!"
return None