muna compile

The compile command compiles a Python function into a self-contained binary predictor that runs natively on server, desktop, mobile, and web.

Usage

$ muna compile [OPTIONS] PATH

Argument	Description
`PATH`	Path to your Python source file

Options

Option	Description
`--overwrite`	Delete any existing predictor with the same tag before compiling

Compiling a Function

First, define a Python function with the @compile decorator:

greeting.py

from muna import compile

@compile(
    tag="@your-username/greeting",
    description="Say a friendly greeting."
)
def greeting(name: str) -> str:
    return f"Hey there {name}! We're glad you're using Muna."

Then compile it:

# 🔥 Compile the predictor
$ muna compile greeting.py

Creating a predictor with the Muna CLI. This is realtime--not sped up.

Overwriting Predictors

If you’ve already compiled a predictor with the same tag, use --overwrite to replace it:

# 🔥 Recompile and overwrite existing predictor
$ muna compile --overwrite greeting.py

Overwriting a predictor immediately replaces the previous version. Any applications using the predictor will start using the new version on their next prediction.

What Happens During Compilation

When you run muna compile, the CLI:

Parses your Python source file
Identifies functions decorated with @compile
Uploads the source code to Muna
Performs code generation and transpilation to native C++
Compiles binaries for all supported platforms

Compilation time varies based on function complexity. Check the status at muna.ai/predictors.

CLI Reference

Compilation

Usage

Options

Compiling a Function

Overwriting Predictors

What Happens During Compilation

Next Steps

Defining Functions

Function Requirements

​Usage

​Options

​Compiling a Function

​Overwriting Predictors

​What Happens During Compilation

​Next Steps

Defining Functions

Function Requirements

Usage

Options

Compiling a Function

Overwriting Predictors

What Happens During Compilation

Next Steps