Python Repl

Use this to execute Python code. This tool can generate plots and perform mathematical calculations. When generating plots, irrespective of the desired output format, always save the plot using savefig(...) under the /tmp/ directory and return the file path so the agent can save it to S3. As a cautious data scientist, ensure data consistency, such as verifying data size. For plotting:

import matplotlib.pyplot as plt
# Your plotting code goes here
file_path = '/tmp/your_chart.png'
plt.savefig(file_path)
print(f"Plot has been saved at {file_path}")

For mathematical calculations:

# Your math calculation code goes here
result = 2 + 2
print(f"The result of the calculation is {result}")

In this example, if plotting a chart, the script ensures the plot is saved to a specific path, and when performing calculations, it returns the computed result.