def test_intradayStats(self):
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_basic01.csv"
data1 = utils.loadIntradayData(filepath)
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_basic02.csv"
data2 = utils.loadIntradayData(filepath)
stats = sleepStats.generateIntradayStats([data1, data2])
self.assertEqual(stats.iloc[0].name, datetime.date(2016, 3, 21))
self.assertEqual(stats.iloc[1].name, datetime.date(2016, 3, 22))
def test_intradayStats(self):
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_basic01.csv"
data1 = utils.loadIntradayData(filepath)
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_basic02.csv"
data2 = utils.loadIntradayData(filepath)
stats = sleepStats.generateIntradayStats([data1, data2])
self.assertEqual(stats.iloc[0].name, datetime.date(2016, 3, 21))
self.assertEqual(stats.iloc[1].name, datetime.date(2016, 3, 22))
def test_plottingOnIntradayStats(self):
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_basic01.csv"
data1 = utils.loadIntradayData(filepath)
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_basic02.csv"
data2 = utils.loadIntradayData(filepath)
stats = sleepStats.generateStatsFrom([data1, data2],
sleepStats.STATS_NAME_INTRADAY)
data = stats.apply(pd.value_counts)
mplot.plotSleepValueHeatmap(data, sleepValue=1)
def test_plottingOnIntradayStats(self):
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_basic01.csv"
data1 = utils.loadIntradayData(filepath)
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_basic02.csv"
data2 = utils.loadIntradayData(filepath)
stats = sleepStats.generateStatsFrom([data1, data2],
sleepStats.STATS_NAME_INTRADAY)
data = stats.apply(pd.value_counts)
mplot.plotSleepValueHeatmap(data, sleepValue=1)
def test_intervalsStats(self):
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_intervals01.csv"
data1 = utils.loadIntradayData(filepath)
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_intervals02.csv"
data2 = utils.loadIntradayData(filepath)
stats = sleepStats.generateIntervalsStats([data1, data2], 5)
self.assertEqual(stats.iloc[0][0], 5)
self.assertEqual(stats.iloc[0][1], 8)
self.assertEqual(stats.iloc[0][2], 8)
self.assertEqual(stats.iloc[1][0], 6)
self.assertEqual(stats.iloc[1][1], 5)
self.assertEqual(stats.iloc[1][2], 8)
self.assertEqual(stats.iloc[1][3], 11)
def test_intervalsStats(self):
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_intervals01.csv"
data1 = utils.loadIntradayData(filepath)
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_intervals02.csv"
data2 = utils.loadIntradayData(filepath)
stats = sleepStats.generateIntervalsStats([data1, data2], 5)
self.assertEqual(stats.iloc[0][0], 5)
self.assertEqual(stats.iloc[0][1], 8)
self.assertEqual(stats.iloc[0][2], 8)
self.assertEqual(stats.iloc[1][0], 6)
self.assertEqual(stats.iloc[1][1], 5)
self.assertEqual(stats.iloc[1][2], 8)
self.assertEqual(stats.iloc[1][3], 11)
def test_plottingOnBasicStats(self):
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_basic01.csv"
data1 = utils.loadIntradayData(filepath)
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_basic02.csv"
data2 = utils.loadIntradayData(filepath)
stats = sleepStats.generateStatsFrom([data1, data2],
sleepStats.STATS_NAME_BASIC_AND_TIMING).reset_index()
stats['date'] = pd.to_datetime(stats['date'])
mplot.plotYearAndMonthStatsSleep(stats)
mplot.plotPreliminaryStats(stats)
mplot.plotWeekdayStatsSleep(stats)
mplot.plotDailyStatsSleep(stats)
mplot.plotMonthlyStatsSleep(stats)
def test_plottingOnBasicStats(self):
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_basic01.csv"
data1 = utils.loadIntradayData(filepath)
filepath = RESOURCE_PATH + "\\unittest\\test_sleep_basic02.csv"
data2 = utils.loadIntradayData(filepath)
stats = sleepStats.generateStatsFrom(
[data1, data2],
sleepStats.STATS_NAME_BASIC_AND_TIMING).reset_index()
stats['date'] = pd.to_datetime(stats['date'])
mplot.plotYearAndMonthStatsSleep(stats)
mplot.plotPreliminaryStats(stats)
mplot.plotWeekdayStatsSleep(stats)
mplot.plotDailyStatsSleep(stats)
mplot.plotMonthlyStatsSleep(stats)
def test_basicStats(self):
filepath = RESOURCE_PATH + "\\unittest\\test_hb_basic01.csv"
data = utils.loadIntradayData(filepath).set_index('datetime')
stats = hbStats.groupByBasicStats(pd.TimeGrouper(freq='d'), data)
self.assertEqual(stats.iloc[0]['count'], 16)
self.assertEqual(stats.iloc[0]['max'], 70)
self.assertEqual(stats.iloc[0]['min'], 50)
self.assertEqual(stats.iloc[0]['mean'], 60)
def test_basicStats(self):
filepath = RESOURCE_PATH + "\\unittest\\test_hb_basic01.csv"
data = utils.loadIntradayData(filepath).set_index('datetime')
stats = hbStats.groupByBasicStats(pd.TimeGrouper(freq='d'), data)
self.assertEqual(stats.iloc[0]['count'], 16)
self.assertEqual(stats.iloc[0]['max'], 70)
self.assertEqual(stats.iloc[0]['min'], 50)
self.assertEqual(stats.iloc[0]['mean'], 60)
def test_minMax(self):
filepath = RESOURCE_PATH + "\\unittest\\test_hb_basic01.csv"
data = utils.loadIntradayData(filepath).set_index('datetime')
stats = hbStats.getMaxValues(data, 2)
self.assertEqual(stats.iloc[0].value, 70)
self.assertEqual(stats.iloc[1].value, 60)
stats = hbStats.getMinValues(data, 2)
self.assertEqual(stats.iloc[0].value, 50)
self.assertEqual(stats.iloc[1].value, 60)
def test_minMax(self):
filepath = RESOURCE_PATH + "\\unittest\\test_hb_basic01.csv"
data = utils.loadIntradayData(filepath).set_index('datetime')
stats = hbStats.getMaxValues(data, 2)
self.assertEqual(stats.iloc[0].value, 70)
self.assertEqual(stats.iloc[1].value, 60)
stats = hbStats.getMinValues(data, 2)
self.assertEqual(stats.iloc[0].value, 50)
self.assertEqual(stats.iloc[1].value, 60)
def test_firstMinuteAsleep(self):
filepath = RESOURCE_PATH + "\\unittest\\test_sleepStats.csv"
data = utils.loadIntradayData(filepath)
firstMinuteAsleep = sleepStats.getFirstMinuteAsleep(data)
self.assertEqual(firstMinuteAsleep, 8)
firstMinuteAsleep = sleepStats.getFirstMinuteAsleep(data, 10)
self.assertEqual(firstMinuteAsleep, 8)
firstMinuteAsleep = sleepStats.getFirstMinuteAsleep(data, 11)
self.assertEqual(firstMinuteAsleep, 19)
firstMinuteAsleep = sleepStats.getFirstMinuteAsleep(data, 500)
self.assertEqual(firstMinuteAsleep, None)
def test_firstMinuteAsleep(self):
filepath = RESOURCE_PATH + "\\unittest\\test_sleepStats.csv"
data = utils.loadIntradayData(filepath)
firstMinuteAsleep = sleepStats.getFirstMinuteAsleep(data)
self.assertEqual(firstMinuteAsleep, 8)
firstMinuteAsleep = sleepStats.getFirstMinuteAsleep(data, 10)
self.assertEqual(firstMinuteAsleep, 8)
firstMinuteAsleep = sleepStats.getFirstMinuteAsleep(data, 11)
self.assertEqual(firstMinuteAsleep, 19)
firstMinuteAsleep = sleepStats.getFirstMinuteAsleep(data, 500)
self.assertEqual(firstMinuteAsleep, None)