martian-api 1.0.4

The martian python library allows developers to easily access the martian api.

Martian Node.js Library

The martian python library allows developers to easily access the martian api.

This package should only be used server-side. Using this package client-side would expose your secret key.

Installation

pip install martian_api

Usage

Martian allows you to easily access AI models and to log the outputs from AI models.

Logging values:

from martian_api import log_to_martian

inputs = ["The", "inputs", "to", "your", "function"]
outputs = "Your outputs"
logToMartian(
  {"api_key": YOUR_MARTIAN_API_KEY},
  inputs,
  outputs,
  {"martian_name": "your_function"}
)

Logging a function:

from martian_api import with_martian

@with_martian({"api_key": YOUR_MARTIAN_API_KEY})
def your_function(args){
  // your function definition
}

Note that with_martian expects a pure function. So, when defining a function in a class which uses the with_martian decorator, only the arguments passed into the function are stored.

from martian_api import with_martian

class Example():
    def __init__(self):
        self.y = 1
        
    # This function does not use variables from self, so with_martian can be used
    @with_martian({"api_key": YOUR_MARTIAN_API_KEY})
    def pure_function(self, x):
        return x + 1
        
    # This function does use variables from self, so with_martian cannot be used
    def impure_function(self, x):
        result = x + y
        log_to_martian(
            {"api_key": YOUR_MARTIAN_API_KEY},
            [x, y],
            result
            {"martian_name": "impure_function"}
        )
        return result