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Python Pandas - Check whether the CustomBusinessHour Offset has been normalized or not
To check whether the CustomBusinessHour Offset has been normalized or not, use the CustomBusinessHour.normalize property in Pandas.
At first, import the required libraries −
import pandas as pd
Set the timestamp object in Pandas −
timestamp = pd.Timestamp('2021-10-25 08:35:10')
Create the CustomBusinessHour Offset. CustomBusinessHour is the DateOffset subclass. We have normalized the CustomBusinessDay using the "normalize" parameter −
cbhOffset = pd.tseries.offsets.CustomBusinessHour(n = 3, weekmask = 'Mon Tue Wed Fri Sat' ,normalize=True)
Add the offset to the Timestamp and display the Updated Timestamp −
print("\nUpdated Timestamp...\n",timestamp + cbhOffset)
Check whether the CustomBusinessHour Offset is normalized or not −
print("\nThe CustomBusinessHour Offset is normalized ?\n", cbhOffset.normalize)Example
Following is the code −
import pandas as pd
# Set the timestamp object in Pandas
timestamp = pd.Timestamp('2021-10-25 08:35:10')
# Display the Timestamp
print("Timestamp...\n",timestamp)
# Create the CustomBusinessHour Offset
# CustomBusinessHour is the DateOffset subclass
# Weekmask of valid business days
# We have normalized the CustomBusinessDay using the "normalize" parameter
cbhOffset = pd.tseries.offsets.CustomBusinessHour(n = 3, weekmask = 'Mon Tue Wed Fri Sat',normalize=True)
# 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)
# Return frequency applied on the given CustomBusinessHour Offset object as a string
print("\nFrequency applied on the given CustomBusinessHour Offset object...\n",cbhOffset.freqstr)
# return the name of the frequency applied on the given CustomBusinessHour object
print("\nThe name of the frequency on the CustomBusinessHour object..\n", cbhOffset.name)
# check whether the CustomBusinessHour Offset is normalized or not
print("\nThe CustomBusinessHour Offset is normalized ?\n", cbhOffset.normalize)Output
This will produce the following code −
Timestamp... 2021-10-25 08:35:10 CustomBusinessHour Offset... <3 * CustomBusinessHours: CBH=09:00-17:00> Updated Timestamp... 2021-10-25 00:00:00 Frequency applied on the given CustomBusinessHour Offset object... 3CBH The name of the frequency on the CustomBusinessHour object.. CBH The CustomBusinessHour Offset is normalized ? True
Updated on: 22-Oct-2021
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