def test_merge_with_holes(self):
values = []
for x in range(0, 10):
if x % 2 == 0:
values.append(x)
else:
values.append(None)
new_series = TimeSeriesData(0, 50, 5, values)
new_series.merge(self.time_series)
self.assertEqual(list(self.time_series), list(new_series))
def test_merge_with_holes(self):
values = []
for x in range(0, 10):
if x % 2 == 0:
values.append(x)
else:
values.append(None)
new_series = TimeSeriesData(0, 50, 5, values)
new_series.merge(self.time_series)
self.assertEqual(list(self.time_series), list(new_series))
def test_merge_no_missing(self):
# merge only has effect if time series has no gaps
other_series = TimeSeriesData(0, 25, 5,
[float(x * x) for x in range(1, 6)])
original_values = list(self.time_series)
self.time_series.merge(other_series)
self.assertEqual(original_values, list(self.time_series))
def side_effect(*args, **kwargs):
startTime, endTime = args
result_start = max(startTime, start)
result_end = min(endTime, end)
points = (result_end - result_start) // step
return TimeSeriesData(result_start, result_end, step,
[float(x) for x in range(points)])
class TimeSeriesDataTest(TestCase):
def setUp(self):
self.time_series = TimeSeriesData(0, 50, 5,
[float(x) for x in range(0, 10)])
def test_timestamps_property(self):
self.assertEqual(10, len(self.time_series.timestamps))
self.assertEqual(0, self.time_series.timestamps[0])
self.assertEqual(45, self.time_series.timestamps[-1])
def test_iter_values(self):
values = list(self.time_series)
self.assertEqual(10, len(values))
self.assertEqual((0, 0.0), values[0])
self.assertEqual((45, 9.0), values[-1])
def test_merge_no_missing(self):
# merge only has effect if time series has no gaps
other_series = TimeSeriesData(0, 25, 5,
[float(x * x) for x in range(1, 6)])
original_values = list(self.time_series)
self.time_series.merge(other_series)
self.assertEqual(original_values, list(self.time_series))
def test_merge_with_empty(self):
new_series = TimeSeriesData(0, 50, 5, [None] * 10)
new_series.merge(self.time_series)
self.assertEqual(list(self.time_series), list(new_series))
def test_merge_with_holes(self):
values = []
for x in range(0, 10):
if x % 2 == 0:
values.append(x)
else:
values.append(None)
new_series = TimeSeriesData(0, 50, 5, values)
new_series.merge(self.time_series)
self.assertEqual(list(self.time_series), list(new_series))
class TimeSeriesDataTest(TestCase):
def setUp(self):
self.time_series = TimeSeriesData(0, 50, 5, [float(x) for x in range(0, 10)])
def test_timestamps_property(self):
self.assertEqual(10, len(self.time_series.timestamps))
self.assertEqual(0, self.time_series.timestamps[0])
self.assertEqual(45, self.time_series.timestamps[-1])
def test_iter_values(self):
values = list(self.time_series)
self.assertEqual(10, len(values))
self.assertEqual((0, 0.0), values[0])
self.assertEqual((45, 9.0), values[-1])
def test_merge_no_missing(self):
# merge only has effect if time series has no gaps
other_series = TimeSeriesData(0, 25, 5, [float(x * x) for x in range(1, 6)])
original_values = list(self.time_series)
self.time_series.merge(other_series)
self.assertEqual(original_values, list(self.time_series))
def test_merge_with_empty(self):
new_series = TimeSeriesData(0, 50, 5, [None] * 10)
new_series.merge(self.time_series)
self.assertEqual(list(self.time_series), list(new_series))
def test_merge_with_holes(self):
values = []
for x in range(0, 10):
if x % 2 == 0:
values.append(x)
else:
values.append(None)
new_series = TimeSeriesData(0, 50, 5, values)
new_series.merge(self.time_series)
self.assertEqual(list(self.time_series), list(new_series))
def test_merge_with_empty(self):
new_series = TimeSeriesData(0, 50, 5, [None] * 10)
new_series.merge(self.time_series)
self.assertEqual(list(self.time_series), list(new_series))
def setUp(self):
self.time_series = TimeSeriesData(0, 50, 5,
[float(x) for x in range(0, 10)])
def test_merge_with_empty(self): new_series = TimeSeriesData(0, 50, 5, [None] * 10) new_series.merge(self.time_series) self.assertEqual(list(self.time_series), list(new_series))
def setUp(self): self.time_series = TimeSeriesData(0, 50, 5, [float(x) for x in range(0, 10)])
def side_effect(*args, **kwargs): startTime, endTime = args result_start = max(startTime, start) result_end = min(endTime, end) points = (result_end - result_start) / step return TimeSeriesData(result_start, result_end, step, [0] * points)