| --- |
| 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} |
| } |
| ``` |
|
|
