本文整理汇总了Python中timeseries.TimeSeries.decompose方法的典型用法代码示例。如果您正苦于以下问题：Python TimeSeries.decompose方法的具体用法？Python TimeSeries.decompose怎么用？Python TimeSeries.decompose使用的例子？那么恭喜您, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类timeseries.TimeSeries的用法示例。
在下文中一共展示了TimeSeries.decompose方法的1个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: test_periodic_decomposition
# 需要导入模块: from timeseries import TimeSeries [as 别名]
# 或者: from timeseries.TimeSeries import decompose [as 别名]
def test_periodic_decomposition(self):
series = TimeSeries([ (1, 100), (2, 200), (3, 100), (4, 200), (5, 100) ])
decomposed = series.decompose(2, periodic=True).round()
self.assertTrue(isinstance(decomposed, DataFrame))
self.assertEquals(len(decomposed), 3)
for series in decomposed.itervalues():
self.assertListEqual(series.timestamps, [1, 2, 3, 4, 5])
self.assertListEqual(decomposed['trend'].values, [150] * 5)
self.assertListEqual(decomposed['seasonal'].values, [-50, 50, -50, 50, -50])
self.assertListEqual(decomposed['residual'].values, [0] * 5)