cargogenerate

Cargogenerate is a Python library designed to facilitate the generation of synthetic data for testing and development purposes. It provides a flexible and intuitive interface for creating realistic datasets that mimic real-world structures, such as tables, JSON objects, or other data formats. The library is particularly useful for developers and data scientists who need to simulate databases, APIs, or machine learning datasets without relying on actual production data.

Developed with simplicity in mind, Cargogenerate allows users to define schemas using a declarative approach. Users specify the structure of their desired data, including fields, data types, and constraints, while the library handles the generation of random but meaningful values. This makes it ideal for testing applications, validating logic, or training models in controlled environments.

The library supports a wide range of data types, including strings, numbers, dates, booleans, and nested structures like lists or dictionaries. It also includes features for generating relationships between records, such as foreign keys, to simulate relational databases. Additionally, Cargogenerate can produce data in various formats, including CSV, JSON, and SQL, making it adaptable to different workflows.

Cargogenerate is open-source and maintained by a community of developers. It is distributed under the MIT License, ensuring free use and modification for both personal and commercial projects. The tool is lightweight and does not require complex setup, making it accessible to users with varying levels of technical expertise.

While primarily intended for synthetic data generation, Cargogenerate can also serve as a useful tool for educational purposes, allowing students to explore data structures and patterns in a hands-on manner. Its modular design enables extensions, allowing developers to add custom generators for specialized data requirements. Overall, Cargogenerate bridges the gap between real-world data needs and the practical demands of software development and testing.