Use with AI:
ChatGPT from OpenAILet's begin by implementing the program in Python using the Pandas library for data manipulation and CSV handling. Below is the code for the program:
import pandas as pd
def calculate_total_compensation(salary, bonus):
return salary + bonus
def process_employee_data(input_file, output_file):
try:
# Read the input CSV file
df = pd.read_csv(input_file)
# Calculate total compensation for each employee
df['Total Compensation'] = df.apply(lambda row: calculate_total_compensation(row['Salary'], row['Bonus']), axis=1)
# Save the updated data to a new CSV file
df.to_csv(output_file, index=False)
print(f"Total compensation calculated and saved to {output_file}")
except Exception as e:
print(f"Error processing data: {e}")
# Input and output file paths
input_file = 'employee_data.csv'
output_file = 'employee_compensation.csv'
# Process the employee data
process_employee_data(input_file, output_file)
In this code:
calculate_total_compensation to calculate the total compensation for each employee based on their salary and bonus.process_employee_data function reads the input CSV file, calculates total compensation using Pandas' apply function, and then saves the updated data to a new CSV file.try-except block to catch any potential exceptions during file reading or data processing.You can replace 'employee_data.csv' with the actual path to your input CSV file and 'employee_compensation.csv' with the desired output file path.
Please let me know if you would like any modifications or if there's anything else you'd like to discuss!
This prompt sets the stage for a coding adventure with The Wizard, an expert programmer. The Wizard will guide you through the development process step-by-step, seeking approval for each component before proceeding. The goal is to create structured programs or applications, leveraging trusted libraries and following specified parameters for code style, error handling, performance considerations, and documentation.
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