GTFS Guru 🚀

The world's fastest and most versatile GTFS validator.

GTFS Guru is a next-generation tool to check your transit data (GTFS) for errors. It ensures your schedules, routes, and stops are correct before they go live on Google Maps, Apple Maps, or other journey planners.

💡 Inspired by MobilityData/gtfs-validator. We rebuilt the validation logic from the ground up in Rust to achieve blazing speed, privacy, and universal portability.

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🌟 Why GTFS Guru?

1. Unmatched Speed: Validates large feeds in milliseconds, not minutes. Typically 50x-100x faster than the reference Java validator.
2. Privacy First: Runs locally on your machine. No need to upload sensitive or pre-release schedules to the cloud.
3. Cross-Platform: Available as a desktop app, command-line tool, Python library, Web API, and WebAssembly module.
4. CI & Integrations: JSON/HTML/SARIF reports, notice schema export, URL validation, and timing breakdowns.
5. Deep Coverage: 100+ validators, Google-specific rules, and an optional --thorough mode.

| Feature | Java Validator | GTFS Guru (Rust) | | :--- | :---: | :---: | | Speed | 🐢 ~1.5s / feed | 🚀 ~0.01s / feed | | Memory | 🐘 Heavy (JVM) | 🪶 Light (Native) | | Platform | Java Runtime Required | Standalone Binary | | Python | ❌ Wrapper only | ✅ Native (pip install) | | Web | ❌ Server-side only | ✅ Browser-native (WASM) | | CI Output | ❌ | ✅ SARIF + JSON/HTML |

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📌 Versions

• Current engine/CLI/report/model/python/wasm/web crate versions: v0.9.3
• Desktop app releases are tagged on GitHub; download the latest for your OS.

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📥 Installation

👨‍💼 For Non-Developers (Desktop App)

The easiest way to validate feeds without using the command line.

1. Go to the Releases Page.
2. Download the installer for your OS (these links always point to the latest release):
   • 🍎 macOS (DMG): gtfs-guru-macos.dmg
   • 🪟 Windows (x64): gtfs-guru-windows-x64.msi or gtfs-guru-windows-x64-setup.exe
   • 🐧 Linux (Debian): gtfs-guru-linux-amd64.deb
   • 🐧 Linux (AppImage): gtfs-guru-linux-amd64.AppImage
3. Run the installer and launch the app. Drag and drop your gtfs.zip file to validate!

🐍 For Python Developers (Data Science)

Perfect for checking data integrity within Jupyter Notebooks or ETL pipelines (Python 3.8+).

pip install gtfs-guru

import gtfs_guru

# Validate a feed and return a rich report object
report = gtfs_guru.validate("path/to/gtfs.zip")

print(f"Valid: {report.is_valid}")
print(f"Notices: {len(report.notices)}")

# Export results
report.save_html("validation_report.html")
report.save_json("report.json")

🧰 For CLI Users (Prebuilt Binaries)

Download the latest CLI for your platform:

• 🍎 macOS (arm64): gtfs-guru-macos-arm64.tar.gz
• 🍎 macOS (x86_64): gtfs-guru-macos-x86_64.tar.gz
• 🐧 Linux (x86_64, glibc/gnu): gtfs-guru-linux-x86_64.tar.gz
• 🐧 Linux (x86_64, musl): gtfs-guru-linux-x86_64-musl.tar.gz
• 🐧 Linux (arm64): gtfs-guru-linux-aarch64.tar.gz
• 🪟 Windows (x64): gtfs-guru-windows-x64.zip

One-liner (macOS/Linux):

curl -fsSL https://raw.githubusercontent.com/abasis-ltd/gtfs.guru/main/scripts/install.sh | bash

One-liner (Windows PowerShell):

iwr -useb https://raw.githubusercontent.com/abasis-ltd/gtfs.guru/main/scripts/install.ps1 | iex

Optional env vars:

• INSTALL_DIR=/custom/bin
• GTFS_GURU_LINUX_FLAVOR=gnu|musl (x86_64 Linux only)
• GTFS_GURU_VERSION=v0.9.3

CI examples (GitHub Actions):

jobs:
  validate:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - name: Install gtfs-guru
        run: |
          curl -fsSL https://raw.githubusercontent.com/abasis-ltd/gtfs.guru/main/scripts/install.sh | bash
          echo "$HOME/.local/bin" >> $GITHUB_PATH
      - name: Run validation
        run: gtfs-guru -i feed.zip -o out

CI examples (GitLab CI):

validate:
  image: ubuntu:22.04
  before_script:
    - apt-get update && apt-get install -y ca-certificates curl
    - curl -fsSL https://raw.githubusercontent.com/abasis-ltd/gtfs.guru/main/scripts/install.sh | bash
    - export PATH="$HOME/.local/bin:$PATH"
  script:
    - gtfs-guru -i feed.zip -o out

🦀 For Rust Developers (CLI)

The classic high-performance command-line interface.

From Crates.io:

cargo install gtfs-guru

Build from Source:

git clone https://github.com/abasis-ltd/gtfs.guru
cd gtfs.guru
cargo build --release -p gtfs-guru

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⚡ Usage (CLI)

Validate a feed and output the report to a directory:

gtfs-guru -i /path/to/gtfs.zip -o ./output_report

Validate from a URL (with an optional download cache):

gtfs-guru -u https://example.com/gtfs.zip -s /tmp/gtfs -o ./output_report

Default outputs in the report directory:

• report.json
• report.html
• system_errors.json

Optional outputs:

• --sarif report.sarif.json
• --export-notices-schema (writes notice_schema.json)

Options (highlights):

• -i, --input <FILE>: Path to GTFS zip file or directory.
• -u, --url <URL>: Validate a remote GTFS zip.
• -s, --storage_directory <DIR>: Save downloaded feeds when using --url.
• -o, --output <DIR>: Directory to save reports.
• --google-rules: Enable Google-specific rules.
• --thorough: Enable recommended-field checks.
• --sarif <FILE>: Write SARIF report for CI.
• --timing / --timing-json: Print timing breakdowns.

Auto-fix flags (--fix-dry-run, --fix, --fix-unsafe) currently print planned edits; file rewriting is not implemented yet.

See the LLM Guide for a compact, copy/paste reference.

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📂 Project Structure

This monorepo houses the entire ecosystem:

• crates/gtfs_model: Shared GTFS data model types.
• crates/gtfs_validator_core: The validation engine (100+ validators).
• crates/gtfs_validator_report: Report generation (JSON/HTML/SARIF).
• crates/gtfs_validator_cli: CLI tool implementation.
• crates/gtfs_validator_web: Web API service.
• crates/gtfs_validator_gui: Desktop application (Tauri).
• crates/gtfs_validator_python: Python bindings (via PyO3/Maturin).
• crates/gtfs_validator_wasm: WebAssembly bindings for browser usage.

🤝 Contributing

We welcome contributions! Whether it's adding new rules, fixing bugs, or improving documentation.

1. Clone the repo: git clone https://github.com/abasis-ltd/gtfs.guru
2. Install Rust: rustup.rs
3. Run tests: cargo test --workspace

📄 License

Apache-2.0. Free to use for everyone.