def test_filled_dataframe(self):
with open('crawlclima/wunderground/tests/CelsiusDailyHistory.html', 'r') as fd:
dataframe = parse_page(fd.read())
summary = describe(dataframe)
self.assertEqual(summary, {
'humidity_max': 100.0,
'humidity_mean': 79.799999999999997,
'humidity_min': 47.0,
'pressure_max': 1021.0,
'pressure_mean': 1019.0689655172414,
'pressure_min': 1017.0,
'temperature_max': 33.0,
'temperature_mean': 24.333333333333332,
'temperature_min': 21.0
})
def testCelsiusDailyHistory(self):
with open('crawlclima/wunderground/tests/CelsiusDailyHistory.html', 'r') as fd:
dataframe = parse_page(fd.read())
self.assertEqual(dataframe.DateUTC[0], '2015-08-01 03:00:00')
self.assertAlmostEqual(dataframe.TemperatureC.mean(), 24.33, 2)
def test_empty_dataframe(self):
with open('crawlclima/wunderground/tests/EmptyDailyHistory.html', 'r') as fd:
dataframe = parse_page(fd.read())
summary = describe(dataframe)
self.assertEqual(summary, {})
def testEmptyDailyHistory(self):
with open('crawlclima/wunderground/tests/EmptyDailyHistory.html', 'r') as fd:
dataframe = parse_page(fd.read())
self.assertIsInstance(dataframe, pd.DataFrame)
self.assertTrue(dataframe.empty)
