gami 0.0.4

Scaffold your data and produce random values.

gami

Define data structure and produce fake data.

Introduction

Gami is a framework for defining DataFrame structures. Gami makes it easy to define what your data looks like and share that information between multiple applications.

• Create variables
  • Define variable type
  • Define allowed values for variable
• Assign variables to DataFrames, called Entities
• Create Entities by referencing existing data
• Decompose existing data into allowed sets of values for variables
• A lot of this is handled already by featuretools

Usage

import gami

sales = gami.entity(
    {
        "id": str,
        "name": str,
    }
)