Python Pandas CustomBusinessHour - 仅当不在偏移量上时,将提供日期向前滚动到下一个偏移量
若要仅在未使用偏移量时将提供日期向前滚动到下一个偏移量,请使用 Pand 中的 CustomBusinessHour.rollforward() 方法。
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('2021-12-20 08:35:10')
创建 CustomBusinessHour 偏移。CustomBusinessHour 是 DateOffset 子类。合法工作日的星期掩码 −
cbhOffset = pd.tseries.offsets.CustomBusinessHour(n = 5, weekmask = 'Mon Tue Wed Fri')
将偏移量添加到时间戳并显示更新后的时间戳 −
print("\nUpdated Timestamp...\n",timestamp + cbhOffset)
若未使用偏移量,则向前滚动 −
roll = cbhOffset.rollforward(pd.Timestamp('2021-12-30 08:35:10'))显示结果 −
print("\nRoll forward Result...\n",roll)
示例
以下是代码 −
import pandas as pd
# Set the timestamp object in Pandas
timestamp = pd.Timestamp('2021-12-20 08:35:10')
# Display the Timestamp
print("Timestamp...\n",timestamp)
# Create the CustomBusinessHour Offset
# CustomBusinessHour is the DateOffset subclass
# Weekmask of valid business days
cbhOffset = pd.tseries.offsets.CustomBusinessHour(n = 5, weekmask = 'Mon Tue Wed Fri')
# Display the CustomBusinessHour Offset
print("\nCustomBusinessHour Offset...\n",cbhOffset)
# Add the offset to the Timestamp and display the Updated Timestamp
print("\nUpdated Timestamp...\n",timestamp + cbhOffset)
# roll forward if not on offset
roll = cbhOffset.rollforward(pd.Timestamp('2021-12-30 08:35:10'))
# display the result
print("\nRoll forward Result...\n",roll)输出
这将生成以下代码 −
Timestamp... 2021-12-20 08:35:10 CustomBusinessHour Offset... <5 * CustomBusinessHours: CBH=09:00-17:00> Updated Timestamp... 2021-12-20 14:00:00 Roll forward Result... 2021-12-31 09:00:00
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