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name=\"readme-top\"\u003e\u003c/a\u003e\n\n![grapes](https://socialify.git.ci/liblaf/grapes/image?description=1\u0026forks=1\u0026issues=1\u0026language=1\u0026logo=https%3A%2F%2Fraw.githubusercontent.com%2Fmicrosoft%2Ffluentui-emoji%2Frefs%2Fheads%2Fmain%2Fassets%2FGrapes%2F3D%2Fgrapes_3d.png\u0026name=1\u0026owner=1\u0026pattern=Transparent\u0026pulls=1\u0026stargazers=1\u0026theme=Auto)\n\n**[Explore the docs »](https://liblaf.github.io/grapes/)**\n\n\u003c!-- tangerine-start: badges/python.md --\u003e\n\n[![codecov](https://codecov.io/gh/liblaf/grapes/graph/badge.svg)](https://codecov.io/gh/liblaf/grapes)\n[![MegaLinter](https://github.com/liblaf/grapes/actions/workflows/mega-linter.yaml/badge.svg)](https://github.com/liblaf/grapes/actions/workflows/mega-linter.yaml)\n[![Test](https://github.com/liblaf/grapes/actions/workflows/test.yaml/badge.svg)](https://github.com/liblaf/grapes/actions/workflows/test.yaml)\n[![pre-commit.ci status](https://results.pre-commit.ci/badge/github/liblaf/grapes/main.svg)](https://results.pre-commit.ci/latest/github/liblaf/grapes/main)\n[![CodSpeed Badge](https://img.shields.io/endpoint?url=https://codspeed.io/badge.json)](https://codspeed.io/liblaf/grapes)\n[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)\n[![PyPI - Downloads](https://img.shields.io/pypi/dm/liblaf-grapes?logo=PyPI\u0026label=Downloads)](https://pypi.org/project/liblaf-grapes)\n[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/liblaf-grapes?logo=Python\u0026label=Python)](https://pypi.org/project/liblaf-grapes)\n[![PyPI - Version](https://img.shields.io/pypi/v/liblaf-grapes?logo=PyPI\u0026label=PyPI)](https://pypi.org/project/liblaf-grapes)\n\n\u003c!-- tangerine-end --\u003e\n\n[Changelog](https://github.com/liblaf/grapes/blob/main/CHANGELOG.md) · [Report Bug](https://github.com/liblaf/grapes/issues) · [Request Feature](https://github.com/liblaf/grapes/issues)\n\n![](https://cdn.jsdelivr.net/gh/andreasbm/readme/assets/lines/rainbow.png)\n\n\u003c/div\u003e\n\n## ✨ Features\n\n- 🎨 **Rich Logging:** Beautiful, structured logging with loguru integration, multiple output formats (rich console, JSONL, file), and customizable profiles for different environments;\n- ⏱️ **Precise Timing:** Easy-to-use timing decorators and context managers with detailed statistics (mean, median, stdev) and automatic logging integration;\n- 📦 **Multi-Format Serialization:** Unified interface for JSON, TOML, and YAML serialization with Pydantic model support and customizable encoding/decoding hooks;\n- 👥 **Human-Readable Formats:** Intelligent conversion of numbers, durations, and throughput into human-readable strings with appropriate units and precision;\n- 🔄 **Progress Tracking:** Integrated progress bars with rich visualization, timing integration, and parallel processing support through joblib;\n- ⚙️ **Smart Configuration:** Environment-aware configuration system using Pydantic with automatic environment variable parsing and type-safe settings.\n\n## 📦 Installation\n\nTo install `liblaf-grapes`, run the following command:\n\n```bash\nuv add liblaf-grapes\n```\n\n## ⌨️ Local Development\n\nYou can use Github Codespaces for online development:\n\n[![](https://github.com/codespaces/badge.svg)](https://codespaces.new/liblaf/grapes)\n\nOr clone it for local development:\n\n```bash\ngh repo clone liblaf/grapes\ncd grapes\nmise run install\n```\n\n## 🤝 Contributing\n\nContributions of all types are more than welcome, if you are interested in contributing code, feel free to check out our GitHub [Issues](https://github.com/liblaf/grapes/issues) to get stuck in to show us what you're made of.\n\n[![PR Welcome](https://img.shields.io/badge/%F0%9F%A4%AF%20PR%20WELCOME-%E2%86%92-ffcb47?labelColor=black\u0026style=for-the-badge)](https://github.com/liblaf/grapes/pulls)\n\n[![Contributors](https://contrib.nn.ci/api?repo=liblaf/grapes)](https://github.com/liblaf/grapes/graphs/contributors)\n\n## 🔗 More Projects\n\n\u003c!-- tangerine-start: projects/fruits.md --\u003e\n\n- **[🍇 Grapes](https://github.com/liblaf/grapes)** - Supercharge your Python with rich logging, precise timing, and seamless serialization.\n- **[🍉 Melon](https://github.com/liblaf/melon)** - A comprehensive Python library for 3D mesh processing with advanced I/O capabilities, proximity analysis, and integration with external mesh processing tools.\n- **[🍊 Tangerine](https://github.com/liblaf/tangerine)** - Squeeze dynamic content into your files with Tangerine's template magic.\n- **[🍋‍🟩 Lime](https://github.com/liblaf/lime)** - AI-powered Git commit assistant and repository documentation generator\n- **[🍎 Apple](https://github.com/liblaf/apple)** - A JAX and Warp library for differentiable physics simulation, featuring elastic energy models and finite element methods.\n- **[🍒 Cherries](https://github.com/liblaf/cherries)** - Sweet experiment tracking with Comet, DVC, and Git integration.\n\u003c!-- tangerine-end --\u003e\n\n---\n\n#### 📝 License\n\nCopyright © 2025 [liblaf](https://github.com/liblaf). \u003cbr /\u003e\nThis project is [MIT](https://github.com/liblaf/grapes/blob/main/LICENSE) licensed.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fliblaf%2Fgrapes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fliblaf%2Fgrapes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fliblaf%2Fgrapes/lists"}