Python Pandas CustomBusinessHour - 將提供的日期往回滾動
要向後滾動提供的日期,請在 Pandas 中使用 CustomBusinessHour.rollback() 方法。首先,匯入所需的庫 -
import pandas as pd
在 Pandas 中設定時間戳物件 -
timestamp = pd.Timestamp('2021-12-20 08:35:10')
建立 CustomBusinessHour 偏移量。CustomBusinessHour 是 DateOffset 子類 -
cbhOffset = pd.tseries.offsets.CustomBusinessHour(n = 5, weekmask = 'Mon Tue Wed Fri')
將偏移量新增到時間戳並顯示更新後的時間戳 -
print("\nUpdated Timestamp...\n",timestamp + cbhOffset)
如果不在偏移量上,則向後滾動 -
roll_back = cbhOffset.rollback(pd.Timestamp('2021-12-18 08:35:10'))顯示結果 -
print("\nRoll Backward Result...\n",roll_back)
示例
以下為程式碼 -
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 backward if not on offset
roll_back = cbhOffset.rollback(pd.Timestamp('2021-12-18 08:35:10'))
# display the result
print("\nRoll Backward Result...\n",roll_back)輸出
將生成以下程式碼 -
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 Backward Result... 2021-12-17 17:00:00
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