def calculate_number_of_available_data(self):
"""
| Calculate number of available data for every months
:return: {"temp": temp, "tempDist": tempDist, "rhDist": rhDist, "prec": prec, "windDist": windDist, "sign": sign }
"""
temp = Climate.number(
self.collect_monthly_data('tempMin')) > 0 and Climate.number(
self.collect_monthly_data('tempMinAvg')) > 0
tempDist = Climate.number2(self.generate_temperature_distribution(),
strict=True) > 0
rhDist = Climate.number2(self.generate_rh_distribution(),
strict=True) > 0
prec = Climate.number(
self.collect_monthly_data('precipitation')) > 0 and Climate.sum(
self.collect_monthly_data('precipitation')) > 0
windDist = Climate.number2(self.generate_wind_distribution(),
strict=True) > 0
sign = False
for m in self.monthObjs:
if Climate.sum([
self.monthObjs[0].significants.get(i)
for i in self.monthObjs[0].significants
]) > 0:
sign = True
break
return {
"temp": temp,
"tempDist": tempDist,
"rhDist": rhDist,
"prec": prec,
"windDist": windDist,
"sign": sign
}
def calculate_number_of_available_data(self):
"""
| Calculate number of available data
:return: {"temp": temp, "tempDist": tempDist, "rhDist": rhDist, "prec": prec, "windDist": windDist, "sign": sign, "snowDepth": snowDepth}
"""
temp = Climate.number(self.tempMins) > 0 and Climate.number(
self.tempMaxs) > 0
tempDist = Climate.number2(self.generate_temp_distribution()) > 0
rhDist = Climate.number2(self.generate_rh_distribution()) > 0
prec = Climate.number(
self.collect_daily_precipitation()) > 0 and Climate.sum(
self.collect_daily_precipitation()) > 0
windDist = Climate.number2(self.generate_wind_distribution(), True) > 0
sign = Climate.sum([
self.monthObjs[0].significants.get(i)
for i in self.monthObjs[0].significants
]) > 0
snowDepth = Climate.number(
self.collect_snow_depth()) > 0 and Climate.sum(
self.collect_snow_depth()) > 0
return {
"temp": temp,
"tempDist": tempDist,
"rhDist": rhDist,
"prec": prec,
"windDist": windDist,
"sign": sign,
"snowDepth": snowDepth,
}
def test_num_only_null(self):
self.assertEqual(Climate.number([None, None]), 0)
def test_num_with_null(self):
self.assertEqual(Climate.number([None, 2.1, "abc", -11]), 3)
def test_num_empty(self):
self.assertEqual(Climate.number([]), 0)