Testdata Generator API using FastAPI

Overview:

The Testdata Generator API is a web service built using FastAPI that allows developers to generate various types of test data for their applications. This API is especially useful for testing purposes, providing customizable and realistic data to ensure the robustness of software applications.

Features:

User Authentication: Secure the API using JWT authentication to manage and restrict access to authorized users only.

Data Types: Generate various types of data including names, addresses, emails, phone numbers, dates, numeric data, and custom data formats.

Bulk Data Generation: Support the generation of large datasets with customizable size and complexity.

Custom Schema Support: Allow users to define custom schemas to generate data that fits specific requirements.

Localization: Provide support for generating localized data (e.g., names and addresses specific to different countries).

Export Options: Allow users to export generated data in different formats such as JSON, CSV, or XML.

API Documentation: Automatically generated interactive documentation using Swagger UI and ReDoc.

Rate Limiting: Implement rate limiting to prevent abuse and ensure fair usage of the API.

Tech Stack:

FastAPI: For building the API.

SQLAlchemy: For handling database interactions (if persistent data storage is needed).

PostgreSQL: As the database for storing user information and custom schemas.

JWT: For secure user authentication.

Docker: For containerizing the application.

pytest: For writing unit and integration tests.