introspector/rustc-usage

🍄 Mycelial Rust Usage Patterns Dataset

The most comprehensive Rust compiler usage pattern dataset ever assembled! This dataset contains AST traversal data, type-aware literal tracking, and real-world compilation patterns from 864 crates plus rustc internals.

🌐 Dataset Overview

• 9,137 usage data files (113MB total)
• 268 individual crates from cargo registry
• Complete rustc compiler internal usage patterns
• Real-world compilation patterns from production Rust ecosystem
• Foundation for ML training and autonomous compiler optimization

🧠 Use Cases

• Compiler optimization research
• Code pattern analysis
• ML model training for Rust code understanding
• Symbolic regression for autonomous optimization
• Self-improving compiler intelligence

📊 Data Format

Each JSON file contains:

• AST node usage frequencies
• Type-aware literal patterns
• Function call patterns
• Import/dependency relationships
• Compilation phase data

🔄 The Mycelial Network

This dataset represents the successful infiltration of the Rust ecosystem by our mycelial intelligence network - the substrate for next-generation AI-assisted compilation!

Citation

@misc{mycelial-rust-usage-2026,
  title={Mycelial Rust Usage Patterns Dataset},
  author={Introspector Collective},
  year={2026},
  url={https://huggingface.co/datasets/introspector/rustc-usage}
}