时间偏移就是在指定时间往前推或者往后推一段时间，即加减一段时间之后的时间
python中主要有2种方式:一种是借助timedelta，另一种是pandas中的日期偏移量date offset
1 timedelta
1.1 时间偏移单位为周
1.1.1 往后推1周
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date = datetime(2007, 5, 12, 18, 53, 32)print(date + timedelta(weeks=1)) |
result:
2007-05-19 18:53:32
1.1.2 往前推1周
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date = datetime(2007, 5, 12, 18, 53, 32)print(date - timedelta(weeks=1)) |
result:
2007-05-05 18:53:32
1.2 时间偏移单位为天
1.2.1 往后推1天
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from datetime import timedelta, datetimedate = datetime(2007, 5, 12, 18, 53, 32)print(date + timedelta(days=1)) |
result:
2007-05-13 18:53:32
1.2.2 往前推1天
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date = datetime(2007, 5, 12, 18, 53, 32)print(date - timedelta(days=1)) |
result:
2007-05-11 18:53:32
1.3 时间偏移单位为小时
1.3.1 往后推1小时
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date = datetime(2007, 5, 12, 18, 53, 32)print(date + timedelta(hours=1)) |
result:
2007-05-12 19:53:32
1.3.2 往前推1小时
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date = datetime(2007, 5, 12, 18, 53, 32)print(date - timedelta(hours=1)) |
result:
2007-05-12 17:53:32
1.4 时间偏移单位为分钟
1.4.1 往后推1分钟
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date = datetime(2007, 5, 12, 18, 53, 32)print(date + timedelta(minutes=1)) |
result:
2007-05-12 18:54:32
1.4.2 往前推1分钟
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date = datetime(2007, 5, 12, 18, 53, 32)print(date - timedelta(minutes=1)) |
result:
2007-05-12 18:52:32
1.5 时间偏移单位为秒
1.5.1 往后推1秒
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date = datetime(2007, 5, 12, 18, 53, 32)print(date + timedelta(seconds=1)) |
result:
2007-05-12 18:53:33
1.5.2 往前推1秒
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date = datetime(2007, 5, 12, 18, 53, 32)print(date - timedelta(seconds=1)) |
result:
2007-05-12 18:53:31
1.6 时间偏移单位为毫秒
1.6.1 往后推1毫秒
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date = datetime(2007, 5, 12, 18, 53, 32, 987)print(date + timedelta(milliseconds=1)) |
result:
2007-05-12 18:53:32.001987
1.6.2 往前推1毫秒
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date = datetime(2007, 5, 12, 18, 53, 32, 987)print(date - timedelta(milliseconds=1)) |
result:
2007-05-12 18:53:31.999987
1.7 时间偏移单位为微秒
1.7.1 往后推1微秒
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date = datetime(2007, 5, 12, 18, 53, 32, 987)print(date + timedelta(microseconds=1)) |
result:
2007-05-12 18:53:32.000988
1.7.2 往前推1微秒
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date = datetime(2007, 5, 12, 18, 53, 32, 987)print(date - timedelta(microseconds=1)) |
result:
2007-05-12 18:53:32.000986
2 date offset
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from datetime import datetimefrom pandas.tseries.offsets import Daydate = datetime(2007, 5, 12, 18, 53, 32, 987)print(date + Day(1)) |
result:
2007-05-13 18:53:32.000987
2.1 时间偏移单位为天
2.1.1 往后推1天
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date = datetime(2007, 5, 12, 18, 53, 32)print(date + Day(1)) |
result:
2007-05-13 18:53:32
2.1.2 往前推1天
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date = datetime(2007, 5, 12, 18, 53, 32,)print(date - Day(1)) |
result:
2007-05-11 18:53:32
其他时间单位与timedelta差不多，单位为周、小时、分钟、秒时只要将Day相应的换为Week, Hour, Minute, Second就可以。在此不一一列举。
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原文链接：https://juejin.cn/post/6993247212880789512
