Modal Batch Processing

Quick Start

1. Verify the actual local Modal environment before writing code.

modal --version
python -c "import modal,sys; print(modal.__version__); print(sys.executable)"
modal profile current

• Do not assume the default python interpreter matches the environment behind the modal CLI.
• Switch to the project virtualenv or the interpreter behind the installed modal CLI before writing examples or running scripts.
• Use with modal.enable_output(): around with app.run(): when local provisioning logs or remote prints are needed for debugging.

2. Classify the request before writing code.