toonconv 🦀

toonconv is a blazingly fast, high-performance Rust CLI tool for converting JSON data into TOON (Token-Oriented Object Notation) format. It's designed for LLM applications, data processing pipelines, and scenarios where token efficiency matters.

✨ Key Features

• 🚀 Ultra-Fast Performance: ~190x faster than JavaScript implementations
• 💾 Memory Efficient: Optional SIMD acceleration and configurable memory limits
• 📦 Multiple Input Methods: Direct strings, stdin, files, and recursive directories
• 🔄 Batch Processing: Process entire directory structures automatically
• 📊 Token Optimization: Reduces token count by 35-54% compared to JSON
• 🛡️ Robust Error Handling: Continues processing on errors with detailed reporting
• 📈 Built-in Performance Monitoring: Real-time progress bars and statistics

🚀 Performance Benchmarks

Benchmarks run on Apple M1 Mac Air. See BENCHMARK.md for detailed analysis.

📦 Installation

From Source (Recommended)

# Clone the repository
git clone https://github.com/lst97/toonconv.git
cd toonconv

# Build release version
cargo build --release

# Install globally (optional)
cargo install --path .

Prerequisites

• Rust 1.75+ (Install Rust)

🎯 Quick Start

Basic Usage

# Direct JSON string (NEW!)
toonconv '{"name": "Alice", "age": 30}'

# From file
toonconv input.json -o output.toon

# From stdin
echo '{"status": "ok"}' | toonconv --stdin

# Batch directory conversion
toonconv input_dir/ -o output_dir/

Example Output

# Input JSON
{"users": [{"id": 1, "name": "Alice"}, {"id": 2, "name": "Bob"}]}

# Output TOON
users[2]{id,name}: 1,Alice 2,Bob

📚 Usage Methods

toonconv supports 4 different ways to convert JSON to TOON:

1. Direct JSON String Argument 🎯

Perfect for quick conversions and testing.

# Convert a JSON object
toonconv '{"name": "Alice", "age": 30}'

# Convert a JSON array
toonconv '[1, 2, 3, 4, 5]'

# Nested structures
toonconv '{"user": {"name": "Bob", "email": "bob@example.com"}}'

2. Standard Input (stdin) 🔄

Great for Unix pipelines and data workflows.

# From echo
echo '{"status": "ok"}' | toonconv --stdin

# From API response
curl -s https://api.example.com/data | toonconv --stdin

# Chain with jq
jq '.results[]' data.json | toonconv --stdin

3. Single File Conversion 📄

Convert individual files with custom output paths.

# Basic conversion
toonconv input.json

# Custom output
toonconv input.json -o custom_output.toon

# Pretty formatting
toonconv input.json --format pretty

4. Directory Batch Conversion 📁

Process entire directories while preserving structure.

# Recursive conversion (default)
toonconv input_dir/ -o output_dir/

# Non-recursive
toonconv input_dir/ -o output_dir/ --no-recursive

# Continue on errors
toonconv input_dir/ -o output_dir/ --continue-on-error

⚙️ Advanced Options

Format Control

# Pretty-print output (default)
toonconv data.json --format pretty

# Compact output
toonconv data.json --format compact

# Minified output
toonconv data.json --format minified

Memory Management

# Set memory limit (default: 512MB)
toonconv large.json --memory-limit 1073741824  # 1GB

# For very large files
toonconv huge.json --memory-limit 2147483648   # 2GB

Verbosity

# Quiet mode (errors only)
toonconv data.json --quiet

# Verbose mode (detailed progress)
toonconv data.json --verbose

# Debug mode (maximum detail)
toonconv data.json --debug

🏗️ Architecture

toonconv/
├── src/
│   ├── cli/              # CLI argument parsing and commands
│   ├── conversion/       # Core conversion engine
│   ├── formatter/        # TOON format output generation
│   ├── parser/           # JSON parsing with validation
│   ├── validation/       # Input validation and error handling
│   ├── error/            # Custom error types
│   ├── lib.rs            # Library entry point
│   └── main.rs           # Binary entry point
├── tests/                # Comprehensive test suite
├── benches/              # Performance benchmarks
├── examples/             # Usage examples
└── specs/                # TOON format specifications

Core Technologies

• Language: Rust 1.75+
• JSON Processing: serde, serde_json
• CLI Framework: clap with derive macros
• Performance: Optional simd-json support
• Terminal UI: indicatif, console
• File Operations: walkdir for recursive traversal

🧪 Testing

Run the comprehensive test suite:

# All tests
cargo test

# TOON specification compliance
cargo test --test toon_spec_compliance_test

# Performance benchmarks
cargo bench

# Code quality
cargo clippy
cargo fmt

📊 Benchmarking

Compare performance with the official JavaScript implementation:

# Run built-in benchmarks
cargo bench --bench token_efficiency
cargo bench --bench speed_comparison

# Compare with JavaScript version
node bench/speed.js

See BENCHMARK.md for detailed performance analysis.

🔧 Development

Building

# Development build
cargo build

# Release build (optimized)
cargo build --release

# Check code quality
cargo clippy
cargo fmt --check

Contributing

1. Fork the repository
2. Create a feature branch: git checkout -b feature-name
3. Make your changes and add tests
4. Run the test suite: cargo test
5. Submit a pull request

See AGENTS.md for development guidelines.

📖 Documentation

• USAGE_GUIDE.md: Comprehensive usage examples and patterns
• BUILD.md: Build instructions and troubleshooting
• BENCHMARK.md: Performance analysis and comparisons
• specs/: TOON format specifications

💡 Common Patterns

API to TOON Pipeline

# Fetch, filter, convert
curl -s https://api.example.com/users | \
  jq '.data.users' | \
  toonconv --stdin -o users.toon

Batch Convert with Error Handling

# Convert all JSON files, skip errors
find . -name "*.json" -type f | while read file; do
  toonconv "$file" -o "${file%.json}.toon" --continue-on-error
done

Git Hook Integration

#!/bin/bash
# .git/hooks/pre-commit
for file in config/*.json; do
  toonconv "$file" -o "${file%.json}.toon"
  git add "${file%.json}.toon"
done

🆘 Troubleshooting

Build Issues

# Clean build
cargo clean
cargo update
cargo build --release

Runtime Errors

• Invalid JSON: Validate input with a JSON validator
• Memory limits: Increase with --memory-limit flag
• File not found: Use absolute paths if relative paths fail

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

🙏 Acknowledgments

• TOON format specification contributors
• Rust ecosystem for excellent tooling
• Performance benchmarking frameworks

Website • Documentation • Issues • Discussions

Made with ❤️ using Rust