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mamba-org/mamba

0
View on GitHub↗
7,915 stars·431 forks·C++·bsd-3-clause·14 viewsmamba.readthedocs.io↗

Mamba

Mamba is a package manager for scientific and data science workflows that implements a high-performance dependency solver in C++. It uses a SAT-based resolution model and a specialized library for metadata processing to calculate compatible package versions across different operating systems.

The project provides a standalone executable runtime, allowing the creation of isolated package environments without requiring a pre-existing system installation. It ensures reproducible environment setup by utilizing lock files to pin exact package versions and channels.

The system supports containerized deployment and execution to prevent host system contamination and facilitate consistent behavior across platforms. It also includes capabilities for bootstrapping continuous integration environments and executing commands within isolated software environments.

Features

  • Package Dependency Managers - Implements a high-performance dependency solver for resolving, installing, and updating software package dependencies.
  • Package Metadata Querying - Uses the libsolv library to parse and query structured package metadata for rapid dependency graph construction.
  • Remote Repository Querying - Retrieves package details and dependency relationships by querying structured metadata from remote software repositories.
  • SAT-Based Solvers - Uses a C++ implementation of a SAT-based resolution model to calculate compatible package versions quickly.
  • Package Installers - Creates reproducible environments by installing specific package versions as defined in lock files.
  • Standalone Installers - Creates isolated package environments using a standalone executable that does not require a pre-existing system installation.
  • Solver Library Integrations - Leverages the specialized libsolv library to calculate compatible package versions through metadata graphs.
  • Lock-File Pinning - Ensures reproducible environment setups by utilizing lock files to pin exact package versions and channels.
  • Standalone Binaries - Bundles the package manager into a single executable to allow usage without a pre-existing system installation.
  • C++ Implementations - Utilizes a C++ core implementation to move computationally heavy dependency solving for significant performance gains.
  • SAT Solvers - Implements a high-performance SAT solver in C++ to resolve complex package dependency trees.
  • Standalone Runtime Bundling - Provides a standalone runtime bundling that allows environment creation without a pre-existing system installation.
  • SAT-Based Dependency Resolution - Calculates compatible package versions by mapping dependency constraints to a boolean satisfiability problem.
  • Environment Bootstrapping - Accelerates continuous integration pipelines by bootstrapping a standalone package manager and caching environments.
  • Isolated Execution Environments - Executes specific tasks or scripts within designated isolated environments without requiring manual shell activation.
  • Lock Files - Records the exact version and channel of every installed package in a static lock file for reproducibility.
  • Reproducible Build Environments - Builds reproducible software environments using text or lock files to ensure consistency across platforms.
  • CI Pipeline Optimizers - Accelerates continuous integration workflows by bootstrapping standalone package managers and caching pre-built environments.
  • Dependency Lock Files - Ensures reproducible setups by pinning exact package versions and channels within dedicated lock files.
  • Container Command Execution - Executes installation and runtime commands within pre-configured container images to prevent host system contamination.
  • Container Deployment - Uses pre-configured container images containing the environment and package manager for consistent deployment.
  • Containerized Deployments - Supports deployment via pre-configured container images to ensure consistent behavior across different platforms.
  • Package Managers - High-performance alternative to standard package managers.

Star history

Star history chart for mamba-org/mambaStar history chart for mamba-org/mamba

How this analysis was created: This summary and feature list were written by an AI model that read the project's README and public documentation pages. Each feature links to the documentation it came from; stars, license and language come straight from the GitHub API. The model does not read the source code, and the analysis is refreshed when the project is re-analysed. Learn more on our About page.

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Frequently asked questions

What does mamba-org/mamba do?

Mamba is a package manager for scientific and data science workflows that implements a high-performance dependency solver in C++. It uses a SAT-based resolution model and a specialized library for metadata processing to calculate compatible package versions across different operating systems.

What are the main features of mamba-org/mamba?

The main features of mamba-org/mamba are: Package Dependency Managers, Package Metadata Querying, Remote Repository Querying, SAT-Based Solvers, Package Installers, Standalone Installers, Solver Library Integrations, Lock-File Pinning.

What are some open-source alternatives to mamba-org/mamba?

Open-source alternatives to mamba-org/mamba include: conda/conda — Conda is a binary package manager, cross-platform environment manager, and dependency resolution engine. It serves as… pypa/pip — pip is a Python package manager used to install, update, and remove software libraries from the Python Package Index… jetify-com/devbox — Devbox is a development environment orchestrator designed to create reproducible, isolated workspaces for software… prefix-dev/pixi — Pixi is a conda environment manager that creates reproducible, lock-file-backed environments with cross-platform… homebrew/legacy-homebrew — This project is a command line package manager and dependency management engine used for installing, updating, and… homebrew/homebrew-core — This project is a Ruby-based package definition repository that functions as a cross-platform package manager and…

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