def test_empty_dataframe(self):
with open('crawlclima/redemet/tests/'
'example_with_no_record.txt', 'r') as fd:
dataframe = parse_page(fd.read())
summary = describe(dataframe)
self.assertEqual(summary, {})
def test_with_empty_data(self):
with open('crawlclima/redemet/tests/'
'example_with_no_record.txt', 'r') as fd:
dataframe = parse_page(fd.read())
self.assertIsInstance(dataframe, pd.DataFrame)
self.assertTrue(dataframe.empty)
def test_with_data(self):
with open('crawlclima/tests/test_data/example_data.txt', 'r') as fd:
dataframe = parse_page(fd.read())
self.assertEqual(
dataframe.observation_time[0].to_pydatetime(),
datetime(2015, 2, 28, 0, 0),
)
self.assertAlmostEqual(dataframe.temperature.mean(), 27.75, 2)
def test_filled_dataframe(self):
with open('crawlclima/redemet/tests/example_data.txt', 'r') as fd:
dataframe = parse_page(fd.read())
summary = describe(dataframe)
self.assertEqual(summary, {
'humidity_max': 88.679561374670186,
'humidity_mean': 73.687275217443982,
'humidity_min': 55.321861254558726,
'pressure_max': 1014.0,
'pressure_mean': 1010.9583333333334,
'pressure_min': 1008.0,
'temperature_max': 31.0,
'temperature_mean': 27.75,
'temperature_min': 25.0
})
def test_filled_dataframe(self):
with open("crawlclima/redemet/tests/example_data.txt", "r") as fd:
dataframe = parse_page(fd.read())
summary = describe(dataframe)
self.assertEqual(
summary,
{
"humidity_max": 88.679561374670186,
"humidity_mean": 73.687275217443982,
"humidity_min": 55.321861254558726,
"pressure_max": 1014.0,
"pressure_mean": 1010.9583333333334,
"pressure_min": 1008.0,
"temperature_max": 31.0,
"temperature_mean": 27.75,
"temperature_min": 25.0,
},
)
def test_includes_humidity(self):
with open('crawlclima/tests/test_data/example_data.txt', 'r') as fd:
dataframe = parse_page(fd.read())
self.assertAlmostEqual(dataframe.humidity.min(), 55.32, 2)
def test_skip_SPECI_entries(self):
with open('crawlclima/tests/test_data/example_data.txt', 'r') as fd:
dataframe = parse_page(fd.read())
self.assertEqual(len(dataframe), 24)
def test_skip_SPECI_entries(self):
with open("crawlclima/redemet/tests/example_data.txt", "r") as fd:
dataframe = parse_page(fd.read())
self.assertEqual(len(dataframe), 24)
def test_includes_humidity(self):
with open('crawlclima/redemet/tests/example_data.txt', 'r') as fd:
dataframe = parse_page(fd.read())
self.assertAlmostEqual(dataframe.humidity.min(), 55.32, 2)
def test_with_data(self):
with open('crawlclima/redemet/tests/example_data.txt', 'r') as fd:
dataframe = parse_page(fd.read())
self.assertEqual(dataframe.observation_time[0].to_pydatetime(),
datetime(2015, 2, 28, 0, 0))
self.assertAlmostEqual(dataframe.temperature.mean(), 27.75, 2)
def test_skip_SPECI_entries(self):
with open('crawlclima/redemet/tests/example_data.txt', 'r') as fd:
dataframe = parse_page(fd.read())
self.assertEqual(len(dataframe), 24)
