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Meet UniDep: A Tool that Streamlines Python Project Dependency Management by Unifying Conda and Pip Packages in a Single System

UniDep simplifies Python dependency management by unifying Conda and Pip packages in a single system. With a one-command installation, it seamlessly handles dependencies, integrates with build systems, supports monorepos, and provides platform-specific and pip-compile integration. Developed in Python, UniDep is a valuable asset for developers in research, data science, robotics, AI, and ML projects.

 Meet UniDep: A Tool that Streamlines Python Project Dependency Management by Unifying Conda and Pip Packages in a Single System

Introducing UniDep: Simplifying Python Dependency Management

Unified Dependency File

Handling dependencies in Python can be challenging. UniDep introduces a unified approach to managing Conda and Pip dependencies in a single file, streamlining the entire dependency landscape.

Build System Integration

UniDep seamlessly integrates with Setuptools and Hatchling, simplifying the installation process with just a single command: `unidep install ./your-package`.

One-Command Installation

UniDep’s `unidep install` command effortlessly handles Conda, Pip, and local dependencies, providing a comprehensive solution for hassle-free installation.

Monorepo-Friendly

UniDep excels in rendering multiple files into a single Conda environment.yaml file, simplifying dependency management across interconnected projects.

Platform-Specific Support

UniDep allows developers to specify dependencies tailored to different platforms, ensuring a smooth experience across various environments.

pip-compile Integration

UniDep integrates with pip-compile, promoting environment reproducibility and stability.

Integration with conda-lock

UniDep allows the generation of fully pinned conda-lock.yml files from requirements.yaml or pyproject.toml files, ensuring consistency in dependency versions for reproducible environments.

Real-World Application

UniDep shines in monorepos with multiple dependent projects and showcases efficiency in handling system dependencies across different platforms.

Value Proposition

UniDep streamlines the dependency management process, making it an essential tool for anyone dealing with complex development environments. Its one-command installation and support for various platforms make it a valuable asset in fields like research, data science, robotics, AI, and ML.

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