def test_group_rename(self):
foo = TimeSeries({ 1: 2, 3: 4 })
bar = TimeSeries({ 5: 6, 7: 8 })
group = DataFrame(foo=foo, bar=bar)
group.rename(foo='Foo Bar')
self.assertFalse('foo' in group)
self.assertTrue('Foo Bar' in group)
def test_linear_trend(self):
foo = TimeSeries([ (1, 32), (2, 55), (3, 40) ])
bar = TimeSeries([ (4, 42), (5, 65), (6, 50) ])
group = DataFrame(foo=foo, bar=bar)
trend = group.trend().round()
self.assertListEqual(trend['foo'].timestamps, [1, 2, 3])
self.assertListEqual(trend['foo'].values, [38, 42, 46])
self.assertListEqual(trend['bar'].timestamps, [4, 5, 6])
self.assertListEqual(trend['bar'].values, [48, 52, 56])
def test_group_accessors(self):
foo = TimeSeries({ 1: 2, 3: 4 })
bar = TimeSeries({ 5: 6, 7: 8 })
group = DataFrame(foo=foo, bar=bar)
self.assertIs(foo, group['foo'])
self.assertIs(bar, group['bar'])
self.assertIs(foo, group.foo)
self.assertIs(bar, group.bar)
self.assertEquals(len(group), 2)
del group['foo']
self.assertEquals(len(group), 1)
group['foo'] = foo
self.assertEquals(len(group), 2)
self.assertIs(foo, group['foo'])
self.assertListEqual(group.items(), [ ('foo', foo), ('bar', bar) ])
def test_group_abs(self):
a = TimeSeries([ (1, -1), (2, -3), (3, 3.3) ])
group = DataFrame(a=a)
group = abs(group)
self.assertListEqual(group['a'].values, [ 1, 3, 3.3 ])
def test_group_timestamps(self):
a = TimeSeries([ (1, 3), (2, 3), (3, 3) ])
b = TimeSeries([ (0, 2), (1, 3), (2, 2), (3, 1), (4, 1) ])
c = TimeSeries([ (5, 1), (6, 1) ])
group = DataFrame(a=a, b=b, c=c)
self.assertListEqual(group.timestamps, [ 0, 1, 2, 3, 4, 5, 6 ])