introspector/rustc-usage

---
dataset_info:
config_name: default
features:
- name: crate_name
dtype: string
- name: usage_data
dtype: string
splits:
- name: train
num_bytes: 118000000
num_examples: 9137
download_size: 118000000
dataset_size: 118000000
configs:
- config_name: default
data_files:
- split: train
path: "test_usage_data/*.json"
task_categories:
- other
language:
- en
tags:
- rust
- compiler
- ast
- usage-patterns
- code-analysis
size_categories:
- 100M<n<1B
license: mit
---

# 🍄 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

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