--- license: gfdl language: - en tags: - github - commits - lazy-pointer - big-tech - microsoft - google - facebook - meta - intel - software-engineering - code-dataset - multi-repository - ai - machine-learning - pretraining - jsonl - parquet task_categories: - text-generation - feature-extraction pretty_name: AdhyanshVerma/open-github-major-repos size_categories: - 100K🌐 AdhyanshVerma's Open GitHub Major Repos **An elite, curated collection of GitHub commit metadata from the world's most influential technology companies: Microsoft, Google, Meta, and Intel.** [![Format](https://img.shields.io/badge/Format-JSONL%20%7C%20Parquet-orange.svg)]() [![Size](https://img.shields.io/badge/Scale-394%20Massive%20Repos-success.svg)]() [![Records](https://img.shields.io/badge/Records-10.4M+-red.svg)]() [![Data Size](https://img.shields.io/badge/Data_Size-2.67GB-blue.svg)]() [![Domain](https://img.shields.io/badge/Domain-AI%20%7C%20Systems%20%7C%20Web-violet.svg)]() --- ## 📖 Introduction Welcome to **AdhyanshVerma's Open GitHub Major Repos** dataset. This dataset focuses exclusively on high-impact, industry-standard repositories maintained by the world's leading technology giants. It utilizes the **Lazy Pointer Pattern**: instead of bloating your storage with petabytes of code files and complicating licensing, this dataset provides rich metadata and **precise GitHub URLs** for every commit. This allows AI pipelines and researchers to lazily fetch exact code diffs and trees on-demand, directly from the source. **Extraction Methodology & Scale:** The dataset is generated through a rigorous asynchronous pipeline interacting directly with the GitHub API. To ensure high-signal data for ML applications, aggressive filtering is applied: - Commits with messages shorter than 20 characters are discarded. - Commits modifying an abnormally large number of files (e.g., >10,000 files from vendor drops) are skipped. - Data is processed and safely checkpointed in robust batches of 500 records. Whether you're training Code LLMs, analyzing enterprise software engineering practices, or building code-RAG (Retrieval-Augmented Generation) systems, this dataset gives you the highest quality data from the engineers at Microsoft, Google, Meta, and Intel. --- ## 🚀 Dataset Highlights - **Elite Quality:** Codebases maintained by top-tier engineers with strict CI/CD, typing, and code review standards. - **AI & Systems Heavy:** Deep coverage of AI frameworks (TensorFlow, ONNX Runtime, PyTorch/Meta AI), systems programming (WSL2, gVisor, RocksDB), and web infrastructure (Playwright, React Native tooling). - **Educational Goldmine:** Includes Microsoft's legendary "For-Beginners" series (AI, Data Science, Generative AI). - **License Safe:** By storing pointers rather than code, you avoid redistributing potentially complex licenses. You fetch what you need, when you need it. --- ## 📊 Dataset Structure The data is available in both **JSONL** and **Parquet** formats, split per repository for easy incremental loading. ### Record Schema Each record contains the following structure: ```json { "text": "Repo: microsoft/playwright\nCommit: [HASH]\nAuthor: [NAME]\nDate: [ISO-8601]\nFiles: 3 (+10/-5)\n\nMessage: [COMMIT_MESSAGE]", "metadata": { "id": "unique_hash_id", "repo": "microsoft/playwright", "hash": "commit_sha", "author": "Author Name", "email": "author@example.com", "date": "2023-10-25T14:30:00Z", "subject": "fix: resolve browser context memory leak", "files_changed": 3, "insertions": 10, "deletions": 5, "code_url": "https://github.com/microsoft/playwright/tree/[HASH]", "diff_url": "https://github.com/microsoft/playwright/commit/[HASH]", "source": "github_lazy_pointer", "processed_at": "2026-07-01T12:00:00Z" } } ``` --- ## 🏢 Included Repositories This dataset continuously tracks the following 394 elite repositories: ```text https://github.com/freeCodeCamp/freeCodeCamp https://github.com/openclaw/openclaw https://github.com/kamranahmedse/developer-roadmap https://github.com/vuejs/vue https://github.com/facebook/react https://github.com/n8n-io/n8n https://github.com/microsoft/vscode https://github.com/twbs/bootstrap https://github.com/ohmyzsh/ohmyzsh https://github.com/flutter/flutter https://github.com/langgenius/dify https://github.com/Genymobile/scrcpy https://github.com/yangshun/tech-interview-handbook https://github.com/vercel/next.js https://github.com/facebook/react-native https://github.com/microsoft/terminal https://github.com/microsoft/TypeScript https://github.com/rust-lang/rust https://github.com/microsoft/PowerToys https://github.com/rustdesk/rustdesk https://github.com/ggerganov/llama.cpp https://github.com/kubernetes/kubernetes https://github.com/tauri-apps/tauri https://github.com/denoland/deno https://github.com/oven-sh/bun https://github.com/neovim/neovim https://github.com/bitcoin/bitcoin https://github.com/opencv/opencv https://github.com/redis/redis https://github.com/obsproject/obs-studio https://github.com/git/git https://github.com/FFmpeg/FFmpeg https://github.com/public-apis/public-apis https://github.com/EbookFoundation/free-programming-books https://github.com/vinta/awesome-python https://github.com/TheAlgorithms/Python https://github.com/Significant-Gravitas/AutoGPT https://github.com/jackfrued/Python-100-Days https://github.com/AUTOMATIC1111/stable-diffusion-webui https://github.com/huggingface/transformers https://github.com/langchain-ai/langchain https://github.com/angular/angular https://github.com/sveltejs/svelte https://github.com/solidjs/solid https://github.com/jquery/jquery https://github.com/nodejs/node https://github.com/golang/go https://github.com/python/cpython https://github.com/JetBrains/kotlin https://github.com/apple/swift https://github.com/pytorch/pytorch https://github.com/tensorflow/tensorflow https://github.com/ollama/ollama https://github.com/openai/whisper https://github.com/comfyanonymous/ComfyUI https://github.com/meta-llama/llama https://github.com/microsoft/DeepSpeed https://github.com/huggingface/diffusers https://github.com/huggingface/datasets https://github.com/openai/openai-python https://github.com/docker/docker https://github.com/hashicorp/terraform https://github.com/hashicorp/vault https://github.com/ansible/ansible https://github.com/prometheus/prometheus https://github.com/grafana/grafana https://github.com/etcd-io/etcd https://github.com/istio/istio https://github.com/envoyproxy/envoy https://github.com/helm/helm https://github.com/mongodb/mongo https://github.com/pingcap/tidb https://github.com/cockroachdb/cockroach https://github.com/apache/kafka https://github.com/apache/cassandra https://github.com/apache/spark https://github.com/meilisearch/meilisearch https://github.com/typesense/typesense https://github.com/zed-industries/zed https://github.com/alacritty/alacritty https://github.com/starship/starship https://github.com/sharkdp/bat https://github.com/sharkdp/fd https://github.com/BurntSushi/ripgrep https://github.com/junegunn/fzf https://github.com/jesseduffield/lazygit https://github.com/jesseduffield/lazydocker https://github.com/dandavison/delta https://github.com/tmux/tmux https://github.com/vim/vim https://github.com/emacs-mirror/emacs https://github.com/godotengine/godot https://github.com/blender/blender https://github.com/libgdx/libgdx https://github.com/cocos2d/cocos2d-x https://github.com/donnemartin/system-design-primer https://github.com/trekhleb/javascript-algorithms https://github.com/microsoft/Web-Dev-For-Beginners https://github.com/kdn251/interviews https://github.com/supabase/supabase https://github.com/prisma/prisma https://github.com/strapi/strapi https://github.com/directus/directus https://github.com/storybookjs/storybook https://github.com/prettier/prettier https://github.com/eslint/eslint https://github.com/vitejs/vite https://github.com/webpack/webpack https://github.com/babel/babel https://github.com/axios/axios https://github.com/lodash/lodash https://github.com/openssl/openssl https://github.com/django/django https://github.com/home-assistant/core https://github.com/electron/electron https://github.com/spring-projects/spring-boot https://github.com/laravel/laravel https://github.com/moby/moby https://github.com/tiangolo/fastapi https://github.com/torvalds/linux https://github.com/gcc-mirror/gcc https://github.com/llvm/llvm-project https://github.com/v8/v8 https://github.com/nginx/nginx https://github.com/apache/httpd https://github.com/postgres/postgres https://github.com/sqlite/sqlite https://github.com/pallets/flask https://github.com/expressjs/express https://github.com/rails/rails https://github.com/nestjs/nest https://github.com/pandas-dev/pandas https://github.com/numpy/numpy https://github.com/scipy/scipy https://github.com/ipython/ipython https://github.com/jupyter/jupyter https://github.com/matplotlib/matplotlib https://github.com/scikit-learn/scikit-learn https://github.com/caddyserver/caddy https://github.com/gohugoio/hugo https://github.com/hashicorp/consul https://github.com/hashicorp/nomad https://github.com/hashicorp/packer https://github.com/hashicorp/vagrant https://github.com/MariaDB/server https://github.com/influxdata/influxdb https://github.com/timescale/timescaledb https://github.com/rabbitmq/rabbitmq-server https://github.com/apache/pulsar https://github.com/ml-explore/mlx https://github.com/ggerganov/ggml https://github.com/sgl-project/sglang https://github.com/vllm-project/vllm https://github.com/netdata/netdata https://github.com/suricata/suricata https://github.com/rapid7/metasploit-framework https://github.com/ruby/ruby https://github.com/php/php-src https://github.com/ziglang/zig https://github.com/crystal-lang/crystal https://github.com/nim-lang/Nim https://github.com/Unity-Technologies/UnityCsReference https://github.com/raylib/raylib https://github.com/SFML/SFML https://github.com/glfw/glfw https://github.com/glm/glm https://github.com/apache/hadoop https://github.com/apache/flink https://github.com/apache/arrow https://github.com/ray-project/ray https://github.com/WebKit/WebKit https://github.com/mozilla/gecko-dev https://github.com/ogham/exa https://github.com/lsd-rs/lsd https://github.com/sxyazi/yazi https://github.com/ranger/ranger https://github.com/tldr-pages/tldr https://github.com/containerd/containerd https://github.com/cri-o/cri-o https://github.com/firecracker-microvm/firecracker https://github.com/kata-containers/kata-containers https://github.com/systemd/systemd https://github.com/busybox/busybox https://github.com/coreutils/coreutils https://github.com/bminor/glibc https://github.com/chromium/chromium https://github.com/tailwindlabs/tailwindcss https://github.com/shadcn-ui/ui https://github.com/radix-ui/primitives https://github.com/pmndrs/zustand https://github.com/pmndrs/jotai https://github.com/reduxjs/redux https://github.com/TanStack/query https://github.com/trpc/trpc https://github.com/chakra-ui/chakra-ui https://github.com/mantinedev/mantine https://github.com/ant-design/ant-design https://github.com/react-hook-form/react-hook-form https://github.com/vercel/swr https://github.com/vercel/ai https://github.com/d3/d3 https://github.com/threejs/three.js https://github.com/pixijs/pixijs https://github.com/nuxt/nuxt https://github.com/remix-run/remix https://github.com/QwikDev/qwik https://github.com/nextauthjs/next-auth https://github.com/clerk/javascript https://github.com/calcom/cal.com https://github.com/appwrite/appwrite https://github.com/pocketbase/pocketbase https://github.com/novuhq/novu https://github.com/triggerdotdev/trigger.dev https://github.com/inngest/inngest https://github.com/temporalio/temporal https://github.com/socketio/socket.io https://github.com/airbytehq/airbyte https://github.com/dbt-labs/dbt-core https://github.com/apache/airflow https://github.com/mlflow/mlflow https://github.com/kubeflow/kubeflow https://github.com/gradio-app/gradio https://github.com/streamlit/streamlit https://github.com/bevyengine/bevy https://github.com/ruffle-rs/ruffle https://github.com/searxng/searxng https://github.com/esbuild/esbuild https://github.com/swc-project/swc https://github.com/vercel/turborepo https://github.com/rollup/rollup https://github.com/parcel-bundler/parcel https://github.com/lerna/lerna https://github.com/nrwl/nx https://github.com/biomejs/biome https://github.com/oxc-project/oxc https://github.com/unplugin/unplugin https://github.com/esbuild/esbuild https://github.com/swc-project/swc https://github.com/vercel/turborepo https://github.com/rollup/rollup https://github.com/parcel-bundler/parcel https://github.com/lerna/lerna https://github.com/nrwl/nx https://github.com/biomejs/biome https://github.com/oxc-project/oxc https://github.com/unplugin/unplugin https://github.com/elastic/elasticsearch https://github.com/opensearch-project/OpenSearch https://github.com/qdrant/qdrant https://github.com/milvus-io/milvus https://github.com/chroma-core/chroma https://github.com/weaviate/weaviate https://github.com/dragonflydb/dragonfly https://github.com/scylladb/scylla https://github.com/apache/couchdb https://github.com/pubkey/rxdb https://github.com/tokio-rs/tokio https://github.com/tokio-rs/axum https://github.com/actix/actix-web https://github.com/hyperium/hyper https://github.com/hyperium/tonic https://github.com/serde-rs/serde https://github.com/rustls/rustls https://github.com/rustwasm/wasm-bindgen https://github.com/rust-lang/rustlings https://github.com/rust-lang/rust-analyzer https://github.com/bytecodealliance/wasmtime https://github.com/wasmerio/wasmer https://github.com/BuilderIO/partytown https://github.com/BuilderIO/builder https://github.com/BuilderIO/mitosis https://github.com/plasmicapp/plasmic https://github.com/unjs/nitro https://github.com/unjs/h3 https://github.com/drizzle-team/drizzle-orm https://github.com/planetscale/database-js https://github.com/payloadcms/payload https://github.com/sanity-io/sanity https://github.com/11ty/eleventy https://github.com/gatsbyjs/gatsby https://github.com/elixir-lang/elixir https://github.com/erlang/otp https://github.com/clojure/clojure https://github.com/scala/scala https://github.com/apache/groovy https://github.com/dart-lang/sdk https://github.com/openjdk/jdk https://github.com/JetBrains/intellij-community https://github.com/t3-oss/create-t3-app https://github.com/unocss/unocss https://github.com/shikijs/shiki https://github.com/antfu/ni https://github.com/antfu/vite-plugin-pwa https://github.com/rust-lang/cargo https://github.com/rust-lang/book https://github.com/vercel/turbopack https://github.com/JuliusBrussee/caveman https://github.com/perplexityai/bumblebee https://github.com/Jakubantalik/transitions.dev https://github.com/TencentCloud/CubeSandbox https://github.com/ogulcancelik/herdr https://github.com/langchain-ai/openwiki https://github.com/LennysNewsletter/lennys-newsletterpodcastdata https://github.com/Yeachan-Heo/oh-my-claudecode https://github.com/entireio https://github.com/autohandai/entrie-cli https://github.com/obra/superpowers https://github.com/xbtlin/ai-berkshire https://github.com/5rahim/seanime https://github.com/Dragoon0x/taste-skills https://github.com/htop-dev/htop https://github.com/aristocratos/btop https://github.com/nicolargo/glances https://github.com/netdata/netdata https://github.com/Syllo/nvtop https://github.com/aristocratos/bpytop https://github.com/robertdavidgraham/masscan https://github.com/WireGuard/wireguard-tools https://github.com/fail2ban/fail2ban https://github.com/the-tcpdump-group/tcpdump https://github.com/openssh/openssh-portable https://github.com/raboof/nethogs https://github.com/BurntSushi/ripgrep https://github.com/sharkdp/fd https://github.com/sharkdp/bat https://github.com/ajeetdsouza/zoxide https://github.com/junegunn/fzf https://github.com/ranger/ranger https://github.com/tmux/tmux https://github.com/starship/starship https://github.com/alacritty/alacritty https://github.com/kovidgoyal/kitty https://github.com/neovim/neovim https://github.com/atuinsh/atuin https://github.com/docker/cli https://github.com/kubernetes/kubectl https://github.com/jesseduffield/lazygit https://github.com/casey/just https://github.com/go-task/task https://github.com/containers/podman https://github.com/davatorium/rofi https://github.com/yshui/picom https://github.com/flameshot-org/flameshot https://github.com/Alexays/Waybar https://github.com/dunst-project/dunst https://github.com/swaywm/swaylock https://github.com/jwasham/coding-interview-university https://github.com/opencode-ai/opencode https://github.com/github/gitignore https://github.com/tonsky/FiraCode https://github.com/ByteByteGoHq/system-design-101 https://github.com/ventoy/Ventoy https://github.com/nomic-ai/gpt4all https://github.com/tesseract-ocr/tesseract https://github.com/bradtraversy/design-resources-for-developers https://github.com/karpathy/nanochat https://github.com/firstcontributions/first-contributions https://github.com/curl/curl https://github.com/airbnb/javascript https://github.com/facebook/create-react-app https://github.com/facebook/jest https://github.com/badlogic/pi-mono https://github.com/zilliztech/claude-context https://github.com/penpot/penpot https://github.com/metabase/metabase https://github.com/logseq/logseq https://github.com/plausible/analytics https://github.com/JuliaLang/julia https://github.com/haskell/ghc https://github.com/ocaml/ocaml https://github.com/lua/lua https://github.com/racket/racket https://github.com/clickhouse/clickhouse https://github.com/traefik/traefik https://github.com/cilium/cilium https://github.com/certbot/certbot https://github.com/open-telemetry/opentelemetry https://github.com/memcached/memcached https://github.com/nsqio/nsq https://github.com/nats-io/nats-server https://github.com/VictoriaMetrics/VictoriaMetrics https://github.com/spring-projects/spring-framework https://github.com/netty/netty https://github.com/quarkusio/quarkus https://github.com/symfony/symfony https://github.com/composer/composer https://github.com/encode/django-rest-framework https://github.com/koa/koa https://github.com/meteor/meteor https://github.com/helix-editor/helix https://github.com/nushell/nushell https://github.com/zellij-org/zellij https://github.com/wez/wezterm https://github.com/withastro/astro ``` --- ## 💻 GitScope CLI: The Ultimate Explorer To make interacting with this massive dataset seamless, this project is designed to be paired with **GitScope**: a powerful, modular, asynchronous, and visually stunning Command Line Interface (CLI). **Key Features of GitScope:** - **Interactive TUI:** A beautiful terminal user interface (powered by `Rich`) for browsing repositories, searching commits, and viewing detailed repository statistics. - **Concurrent Downloading:** Feed GitScope a commit hash, and it uses asynchronous worker pools (`httpx`, `asyncio`) to safely and rapidly download the actual code trees and diff patches directly to your machine. - **Smart Filtering:** Automatically excludes heavy binaries, images, and compiled objects to save you bandwidth and GitHub API quota. - **Advanced Search:** Perform full-text, cross-repository searches on millions of commit messages in seconds. **Here it is:** GitScope --- ## 🛠️ How to Use You can easily load this dataset using the Hugging Face `datasets` library. ### Basic Streaming Because of the massive scale of these repositories, streaming is recommended: ```python from datasets import load_dataset # Load dataset in streaming mode to save local disk space ds = load_dataset("AdhyanshVerma/open-github-major-repos", split="train", streaming=True) for record in ds: meta = record["metadata"] if meta["files_changed"] > 0: print(f"Repo: {meta['repo']}") print(f"Message: {meta['subject']}") print(f"Diff URL: {meta['diff_url']}\n") break ``` ### Fetching Code (Lazy Loading) If you need the actual code diffs for LLM training (e.g., teaching an LLM to write code patches): ```python import requests def get_patch(diff_url): # Append .patch to the GitHub commit URL to get the raw diff patch_url = diff_url + ".patch" response = requests.get(patch_url) return response.text if response.status_code == 200 else None # Example usage patch_data = get_patch("https://github.com/microsoft/playwright/commit/example_hash") print(patch_data) ``` --- ## ⚖️ License & Limitations - **Metadata License:** The metadata dataset itself is released under the **GNU**. - **Code License:** The code pointed to by the `code_url` and `diff_url` retains the original license of its respective repository (e.g., MIT, Apache 2.0, GPL). You are responsible for adhering to those licenses when fetching and using the raw code. - **Link Rot:** Pointers rely on the GitHub API. If a repository is made private or deleted, the URLs will return a `404 Not Found`.