本文整理汇总了Python中timeseries.TimeSeries.interpolate方法的典型用法代码示例。如果您正苦于以下问题：Python TimeSeries.interpolate方法的具体用法？Python TimeSeries.interpolate怎么用？Python TimeSeries.interpolate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.interpolate方法的5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_interpolate
# 需要导入模块: from timeseries import TimeSeries [as 别名]
# 或者: from timeseries.TimeSeries import interpolate [as 别名]
def test_interpolate(self):
""" test TimeSeries.interpolate """
tzstr = "US/Eastern"
tz = pytz.timezone(tzstr)
h = TimeSeries.hour
n = datetime.datetime.now()
times1 = [n, n+h, n+2*h, n+3*h]
times2 = [n, n+3*h]
times2 = TimeSeries.makeAware(times2, tz)
values = [6.0, 8.0]
ts = TimeSeries("test", times2, values, tzstr)
res = ts.interpolate(times1)
target = [6.0, 6.66667, 7.33333, 8.0]
for i in range(len(res)):
self.failUnlessAlmostEqual(res[i], target[i], places=4)
times3 = [n-h, n+2*h, n+4*h]
res = ts.interpolate(times3)
target = [None, 7.3333333, None]
for i in range(len(res)):
self.failUnlessAlmostEqual(res[i], target[i], places=4)示例2: test_interpolate3
# 需要导入模块: from timeseries import TimeSeries [as 别名]
# 或者: from timeseries.TimeSeries import interpolate [as 别名]
def test_interpolate3(self):
a = TimeSeries([0,5,10], [1,2,3])
b = TimeSeries([2.5,7.5], [100, -100])
self.assertEqual(a.interpolate([1]),TimeSeries([1], [1.2]))示例3: test_interpolate2
# 需要导入模块: from timeseries import TimeSeries [as 别名]
# 或者: from timeseries.TimeSeries import interpolate [as 别名]
def test_interpolate2(self):
a = TimeSeries([0,5,10], [1,2,3])
b = TimeSeries([2.5,7.5], [100, -100])
self.assertEqual(a.interpolate(b.times),TimeSeries([2.5, 7.5], [1.5, 2.5]))示例4: test_interpolate1
# 需要导入模块: from timeseries import TimeSeries [as 别名]
# 或者: from timeseries.TimeSeries import interpolate [as 别名]
def test_interpolate1(self):
a = TimeSeries([0,5,10], [1,2,3])
self.assertEqual(a.interpolate([-100,100]),TimeSeries([-100, 100], [1, 3]))
with self.assertRaises(TypeError):
a.interpolate({'a':1,'b':2})示例5: test_interpolate
# 需要导入模块: from timeseries import TimeSeries [as 别名]
# 或者: from timeseries.TimeSeries import interpolate [as 别名]
def test_interpolate(self):
a = TimeSeries([0, 5, 10], [ 1, 2, 3])
b = TimeSeries([2.5,7.5], [100, -100])
self.assertTrue ( a.interpolate([1]) == TimeSeries([1],[1.2]) )
self.assertTrue ( a.interpolate(b.times) == TimeSeries([2.5,7.5], [1.5, 2.5]))
self.assertTrue ( a.interpolate([-100, 100]) == TimeSeries([-100,100], [1,3]))