Python Pandas - 获取应用于 CustomBusinessDay 偏移量的周掩码
要在CustomBusinessDay偏移量上应用周掩码,请使用CustomBusinessDay.weekmaskPandas中的属性。
首先,导入所需的库-
import pandas as pd
在Pandas中设置时间戳对象-
timestamp = pd.Timestamp('2021-10-22 03:10:35')
创建CustomBusinessDay偏移量。CustomBusinessDay是DateOffset子类,表示不包括假期的自定义工作日。有效工作日的周掩码-
cbdOffset = pd.tseries.offsets.CustomBusinessDay(n = 4, weekmask = 'Mon Tue Wed Fri')
将偏移量添加到时间戳并显示更新的时间戳-
print("\nUpdated Timestamp...\n",timestamp + cbdOffset)
显示周掩码-
print("\nThe weekmask on the CustomBusinessDay object..\n", cbdOffset.weekmask)
示例
以下是代码-
import pandas as pd #SetthetimestampobjectinPandas timestamp = pd.Timestamp('2021-10-22 03:10:35') #DisplaytheTimestamp print("Timestamp...\n",timestamp) #CreatetheCustomBusinessDayOffset #CustomBusinessDayistheDateOffsetsubclassrepresentingcustombusinessdaysexcludingholidays #Weekmaskofvalidbusinessdays cbdOffset = pd.tseries.offsets.CustomBusinessDay(n = 4, weekmask = 'Mon Tue Wed Fri') #DisplaytheCustomBusinessDayOffset print("\nCustomBusinessDay Offset...\n",cbdOffset) #AddtheoffsettotheTimestampanddisplaytheUpdatedTimestamp print("\nUpdated Timestamp...\n",timestamp + cbdOffset) #ReturnfrequencyappliedonthegivenCustomBusinessDayOffsetobjectasastring print("\nFrequency applied on the given CustomBusinessDay Offset object...\n",cbdOffset.freqstr) #returnthecountofincrementsonthegivenCustomBusinessDayobject print("\nThe count of increments on the CustomBusinessDay object..\n", cbdOffset.n) #displaytheweekmask print("\nThe weekmask on the CustomBusinessDay object..\n", cbdOffset.weekmask)输出结果
这将产生以下代码-
Timestamp... 2021-10-22 03:10:35 CustomBusinessDay Offset... <4 * CustomBusinessDays> Updated Timestamp... 2021-10-29 03:10:35 Frequency applied on the given CustomBusinessDay Offset object... 4C The count of increments on the CustomBusinessDay object.. 4 The weekmask on the CustomBusinessDay object.. Mon Tue Wed Fri