# Ruchy Programming Language
[](https://opensource.org/licenses/MIT)
[](https://www.rust-lang.org)
[](https://crates.io/crates/ruchy)
[](https://github.com/paiml/ruchy)
[](docs/PRODUCTION-READINESS-ASSESSMENT.md)
A modern, expressive programming language for data science and scientific computing, featuring a self-hosting compiler, comprehensive tooling, and enterprise-grade quality standards.
> ⚠️ **PRODUCTION READINESS**: Ruchy v3.91.0 is **NOT production-ready**. While demonstrating exceptional engineering quality (TDG A-, 3,849 tests, EXTREME TDD), it lacks ecosystem maturity, security audits, and stability guarantees required for production use. **Estimated time to production: 18-30 months**. See [`docs/PRODUCTION-READINESS-ASSESSMENT.md`](docs/PRODUCTION-READINESS-ASSESSMENT.md) for detailed analysis.
>
> **Appropriate uses**: Research, education, prototyping, experimentation
> **Inappropriate uses**: Production services, mission-critical systems, public-facing products
## Features
- **Self-Hosting Compiler**: Written in Rust with full bootstrapping capabilities
- **Interactive REPL**: Advanced REPL with syntax highlighting and completion
- **WebAssembly Support**: Compile to WASM for browser and edge deployment
- **Notebook Integration**: Jupyter-style notebooks with testing framework
- **Type System**: Bidirectional type checking with inference
- **Package Management**: Cargo integration with 140K+ crates via `ruchy add`
- **Quality First**: Toyota Way principles with PMAT A+ code standards
## Installation
```bash
# Install from crates.io
cargo install ruchy
# Install with MCP server support
cargo install ruchy --features mcp
# Or build from source
git clone https://github.com/paiml/ruchy
cd ruchy
cargo build --release
```
## MCP Server
Ruchy provides a Model Context Protocol (MCP) server that exposes code analysis, scoring, linting, and transpilation capabilities to Claude and other MCP clients.
### Installation
```bash
# Install Ruchy with MCP support
cargo install ruchy --features mcp
```
### Configuration
Add to your Claude Desktop config (`~/Library/Application Support/Claude/claude_desktop_config.json` on macOS):
```json
{
"mcpServers": {
"ruchy": {
"command": "ruchy",
"args": ["mcp"]
}
}
}
```
### Available Tools
The Ruchy MCP server provides 7 tools:
- **ruchy-score**: Analyze code quality with unified 0.0-1.0 scoring system
- **ruchy-lint**: Real-time code linting with auto-fix suggestions
- **ruchy-format**: Format Ruchy source code with configurable style
- **ruchy-analyze**: Comprehensive code analysis with AST, metrics, and insights
- **ruchy-eval**: Evaluate Ruchy expressions with type safety
- **ruchy-transpile**: Transpile Ruchy code to Rust
- **ruchy-type-check**: Type check Ruchy expressions
### Usage
```bash
# Start MCP server (typically called by Claude Desktop)
ruchy mcp --verbose
```
For more details, see [docs/mcp-registry-publish.md](docs/mcp-registry-publish.md).
## Quick Start
```bash
# Start the interactive REPL (no args)
ruchy
# Run a Ruchy script (interprets immediately, <1s)
ruchy script.ruchy
# or explicitly:
ruchy run script.ruchy
# Compile to production binary
ruchy compile script.ruchy -o myapp
# Format code
ruchy fmt src/
# Run tests
ruchy test tests/
```
## Language Examples
### Basic Syntax
```ruchy
// Variables
let x = 42
let name = "Ruchy"
println(f"Hello, {name}! x = {x}")
// Functions
fun add(a, b) {
a + b
}
let result = add(10, 20)
println(f"10 + 20 = {result}")
// Pattern matching
let value = Some(5)
match value {
Some(x) => println(f"Got {x}"),
None => println("Nothing"),
}
// Collections
let numbers = [1, 2, 3, 4, 5]
println(f"Numbers: {numbers:?}")
```
### Package Management (NEW in v3.76.0)
```bash
# Create new Ruchy project with Cargo integration
ruchy new my_project
# Add dependencies from crates.io
cd my_project
ruchy add serde
ruchy add tokio@1.0
# Add dev dependencies
ruchy add --dev proptest
# Build project (auto-transpiles .ruchy → .rs)
ruchy build
ruchy build --release
# Run project
cargo run
```
### Data Science Features (DataFrame - 80% Complete)
> **Status**: DataFrame implementation is ~80% complete with 200K+ property tests proving correctness
**Implemented Features** ✅:
- ✅ DataFrame creation and basic operations (via polars-rs)
- ✅ CSV reading/writing
- ✅ **Filtering with predicates** (100K property tests - mathematical proof of correctness)
- ✅ Group by operations with aggregations
- ✅ **Aggregation functions**: sum, count, mean, min, max, std, var
- ✅ **Sorting** (ascending/descending, 100K property tests - stable sort verified)
- ✅ Joins (inner join)
- ✅ Export: to_csv(), to_json()
- ✅ Selection and slicing: select(), slice(), head(), tail()
- ✅ Metadata: shape(), columns(), rows()
**Test Quality**:
- 137 unit tests passing
- 200,000+ property test iterations (filter + sort)
- Complexity ≤10 for all functions (Toyota Way compliant)
- Comprehensive edge case coverage
**Example API** (from test suite):
```rust
// Note: DataFrame API is primarily tested at Rust level
// High-level Ruchy syntax is under development
// Create DataFrame (via polars-rs backend)
let df = dataframe::from_columns(vec![
("age", vec![25, 30, 35]),
("score", vec![95, 87, 92])
]).unwrap();
// Operations supported (tested with 200K+ property tests):
// - df.select("column_name")
// - df.filter(predicate)
// - df.sort_by("column", descending)
// - df.groupby("column")
// - df.sum(), mean(), min(), max(), std(), var()
// - df.join(other_df, "key_column")
```
**In Progress**:
- High-level Ruchy syntax for DataFrame operations
- Advanced join types (left, right, outer)
- Multi-column grouping
- Plotting integration
See `tests/dataframe_*_properties.rs` for comprehensive test examples.
## CLI Commands
### Core Commands
- `ruchy repl` - Start interactive REPL
- `ruchy run <file>` - Execute a Ruchy script
- `ruchy fmt <path>` - Format code (supports --check flag)
### WebAssembly
- `ruchy wasm compile <input> -o <output>` - Compile to WASM
- `ruchy wasm validate <module>` - Validate WASM module
- `ruchy wasm run <module>` - Execute WASM module
### Notebook
- `ruchy notebook` - Start interactive notebook server on http://localhost:8080
- `ruchy notebook test <file>` - Test notebook with coverage
- `ruchy notebook convert <input> <output>` - Convert notebook format
**Notebook Features (v3.75.0+)**:
- **State Persistence**: Variables and functions persist across cell executions (SharedRepl)
- **Thread-Safe**: Arc-based concurrent access with Mutex synchronization
- **Markdown Support**: Full markdown rendering with XSS protection
- **Load/Save**: JSON-based `.rnb` notebook format
- **API Access**: RESTful API at `/api/execute`, `/api/render-markdown`, `/api/notebook/load`, `/api/notebook/save`
### Testing
- `ruchy test run <path>` - Run tests with optional coverage
- `ruchy test report` - Generate test report (HTML/JSON/JUnit)
## Project Structure
```
ruchy/
├── src/
│ ├── frontend/ # Parser and AST
│ ├── middleend/ # Type system and inference
│ ├── backend/ # Code generation and transpilation
│ ├── runtime/ # REPL and interpreter
│ ├── lsp/ # Language server protocol
│ └── wasm/ # WebAssembly support
├── tests/ # Integration tests
├── examples/ # Example programs
└── docs/ # Documentation
```
## Quality Standards
This project follows strict quality engineering practices:
- **Test Coverage**: 46.41% line coverage, 50.79% branch coverage
- **Mutation Testing**: 80%+ mutation coverage via cargo-mutants (Sprint 8 goal)
- **Complexity Limits**: All functions ≤10 cyclomatic complexity
- **Zero Technical Debt**: No TODO/FIXME comments allowed
- **PMAT A+ Grade**: Enforced via automated quality gates
- **TDD Practice**: Test-first development methodology
- **Thread-Safety**: Arc-based concurrency, property-tested with 10K+ iterations (v3.75.0+)
- **E2E Testing**: 21/21 Playwright tests enforced via pre-commit hooks
### Mutation Testing Strategy
We use **cargo-mutants v25.3.1** for empirical test quality validation:
- **Incremental Testing**: File-by-file mutation testing (5-30 min vs 10+ hours baseline)
- **Evidence-Based**: Tests target specific mutations identified by empirical analysis
- **Pattern Recognition**: Reusable test strategies (match arms, boundaries, stubs)
- **Quality Metrics**: 80%+ mutation coverage target across all modules
```bash
# Run mutation tests on specific file
cargo mutants --file src/frontend/parser/core.rs --timeout 300
# Run mutation tests on module
cargo mutants --file "src/frontend/parser/*.rs" --timeout 600
# See mutation test results
make mutation-test
```
## Development
### Basic Development Commands
```bash
# Run tests
make test
# Check coverage
make coverage
# Run quality checks
make lint
# Build documentation
make doc
```
### WebAssembly QA Framework
The project includes a comprehensive WebAssembly Quality Assurance Framework v3.0 with 4 validation phases:
```bash
# Run complete QA validation
make qa-framework
# Individual phases
make qa-foundation # Coverage & infrastructure
make qa-browser # Browser testing & WASM validation
make qa-quality # Security & complexity analysis
make qa-optimization # Performance & regression testing
# Quick quality checks
make qa-security # Security analysis
make qa-complexity # Complexity analysis
make qa-dashboard # Interactive quality dashboard
# See all QA commands
make qa-help
```
**Quality Targets:**
- 90% branch coverage
- ≤10 cyclomatic complexity per function
- Zero security vulnerabilities
- <500KB optimized WASM binaries
- <5% performance regression tolerance
## Documentation
- [Language Specification](docs/SPECIFICATION.md)
- [Development Roadmap](docs/execution/roadmap.md)
- [Contributing Guide](CONTRIBUTING.md)
- [Architecture Overview](docs/architecture/README.md)
## Related Resources
- **[Ruchy Book](https://github.com/paiml/ruchy-book)** - Comprehensive language guide with 259 examples
- **[Rosetta Ruchy](https://github.com/paiml/rosetta-ruchy)** - 100+ algorithm implementations showcasing language features
- **[Ruchy REPL Demos](https://github.com/paiml/ruchy-repl-demos)** - 180+ interactive REPL examples and tutorials
- **[Ruchy Ruchy](https://github.com/paiml/ruchyruchy)** - Self-hosting compiler demos and integration tests
## Contributing
We welcome contributions! Please see our [Contributing Guide](CONTRIBUTING.md) for details on our code of conduct and development process.
## License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
## Acknowledgments
- Built with Rust and the incredible Rust ecosystem
- Inspired by Python's expressiveness and Rust's safety
- Quality practices from Toyota Way and PMAT methodologies
## Contact
- **Author**: Noah Gift
- **Repository**: [github.com/paiml/ruchy](https://github.com/paiml/ruchy)
- **Issues**: [GitHub Issues](https://github.com/paiml/ruchy/issues)