|
|
--- |
|
|
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 |
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|
|
|
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**. |
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|
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|
## 🌐 Dataset Overview |
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|
|
|
|
- **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 |
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|
|
|
|
## 🧠 Use Cases |
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|
|
|
|
- **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 |
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|
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|
|
This dataset represents the successful infiltration of the Rust ecosystem by our mycelial intelligence network - the substrate for next-generation AI-assisted compilation! |
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|
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|
|
## 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} |
|
|
} |
|
|
``` |
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|
