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 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 test_num2_with_none_strict(self):
self.assertEqual(
Climate.number2([[0, 1, None], [2, None]], strict=True), 2)
def test_num2_not_none_strict(self):
self.assertEqual(
Climate.number2([[-5, 10, 0], [1, 3, 4]], strict=True), 5)
def test_num2_empty2_strict(self):
self.assertEqual(Climate.number2([[], []], strict=True), 0)
def test_num2_only_none_strict(self):
self.assertEqual(Climate.number2([[None], [None]], strict=True), 0)
def test_num2_not_none(self):
self.assertEqual(Climate.number2([[-5, 10, 0], [1, 3, 4]]), 6)
def test_num2_with_none(self):
self.assertEqual(Climate.number2([[0, 1, None], [2, None]]), 3)
def test_num2_only_none(self):
self.assertEqual(Climate.number2([[None], [None]]), 0)
def test_num2_empty2(self):
self.assertEqual(Climate.number2([[], []]), 0)
def test_num2_empty(self):
self.assertEqual(Climate.number2([]), 0)