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Welcome to MockMaster

A CLI tool to generate dummy data in various formats using GPT ,designed to meet diverse needs of software engineers . It can be used to bootstrap your database , serve dummy data to test out your frontend etc..

Table of contents

• Features
• Basic Usage
• Authors
• To-dos

Features

• 📚 Generate data in json or csv format ( more will be added)
• 🧰 Generate data for dynamic fields with no fixed vocabulary.
• 🪞 Generate json that follows json schema data fromat.
• 🔒 Store output in specified path.

What's Unique and better

• 😄 Usage of GPT for dummy data generation
• 😃 No pre built dictionary for fixed set of keys and values
• 😅 Data generation follows json schema and generated datafrom gpt is validated to make ouput more reliable

What's not good

• 🙄 Json or csv generated with field inputs may have no linking for all fields ex- email generated will not match with first name or last name
• 😑 only openAI GPT is supported for now
• 🙄 only json and csv is supported

Basic Usage

Step 1: Installation

Install from pip

pip install mockmaster==0.0.2

Installing from source

git clone https://github.com/deepukr007/mockmaster.git
cd mockmaster

pip install .

Step 2:

Set or edit openAI API key and store it in .env file

mockmaster init

Step 3:

Example 1: Json with fields

mockmaster generate json name place age zip_code --limit 10

Example 2: Json with schema

mockmaster generate json --schema --path <path_to_schema>

Example 3:

mockmaster generate csv name place age zip_code --limit 10 -o <output_path>

To-dos

• Add support to other llms
• Change stratergy to store API keys
• Python SDK like faker

Authors

• Deepu Krishnareddy
• Harish Mohan