Prompt
Answer
Time Calculation Formula
This document provides an appropriate language formula for calculating the total hours between two time points formatted as strings. The formula handles various time formats, including "7am - 4pm", "6:30am - 2pm", and "6:45pm - 3:15pm".
Formula for Time Difference Calculation
The following formula will serve to calculate the time in hours between two specified time points:
Appropriate Language Formula
def calculate_time_difference(time_range):
import re
from datetime import datetime
# Define format
time_format = "%I:%M%p" if ':' in time_range else "%I%p"
# Extract times
times = re.findall(r'\b(\d{1,2}:\d{2}[ap]m|\d{1,2}[ap]m)\b', time_range)
# Handle PM times if they are on the 12-hour clock format
start_time = datetime.strptime(times[0], time_format)
end_time = datetime.strptime(times[1], time_format)
# Compute the difference in hours
time_difference = (end_time - start_time).seconds / 3600
# Return result
return time_difference
Explanation of the Formula
Import Libraries:
re
: For regular expression handling.datetime
: For date and time calculations.
Function Definition:
calculate_time_difference(time_range)
: Accepts a string representing the time range.
Time Format Determination:
- The formula uses a conditional statement to determine whether the time contains a colon (
:
), adjusting the format string accordingly.
- The formula uses a conditional statement to determine whether the time contains a colon (
Regex Extraction:
- The regular expression extracts time points that follow the 'am'/'pm' format. It accommodates both formats with and without minutes.
Time Conversion:
- Both starting and ending times are converted into
datetime
objects for easier calculations.
- Both starting and ending times are converted into
Calculate Time Difference:
- The difference in seconds is calculated and converted into hours by dividing by 3600.
Result:
- The function returns the computed time difference in hours.
Practical Example
To illustrate the application of the above formula, consider the following examples:
Example Input 1
print(calculate_time_difference("7am - 4pm")) # Output: 9.0
Explanation: The difference between 7am and 4pm is 9 hours.
Example Input 2
print(calculate_time_difference("6:30am - 2pm")) # Output: 7.5
Explanation: The difference between 6:30am and 2pm results in 7.5 hours.
Example Input 3
print(calculate_time_difference("6:45pm - 3:15pm")) # Output: 8.5
Explanation: The difference between 6:45pm and 3:15pm is 8.5 hours.
Conclusion
This formula provides a robust solution for calculating the time difference in hours between two specified time points in various formats. The usage of regular expressions and the datetime library ensures flexibility and accuracy in handling time calculations.
For further proficiency in data analysis and related concepts, consider exploring resources available on the Enterprise DNA Platform.
Description
This document outlines a Python function to calculate the hours between two time points in various formats. It explains the formula, function usage, and provides practical examples for accurate time difference calculations.