| --- |
| task_categories: |
| - graph-ml |
| - text-generation |
| tags: |
| - code |
| size_categories: |
| - 10K<n<100K |
| --- |
| |
| Here is a 100 repositories from [Codearena](https://code4rena.com/audits) parsed as graph of functions with different types of relationships: Parent Contracts, High-Level Calls, Internal Calls, Library Calls, Low-Level Calls. |
|
|
| Dataset can be used for tasks like code clone detection (similar bugs search), code reconstruction with context pruning. Dataset is ready to be used in GNN. |
|
|
| You can see usage of dataset as RAG at [github](https://github.com/YouOnlyLive1ce/bug_search) |
|
|
| # Structure |
|
|
| auditits_info.json <-main file for easy paths navigantion |
| |
| /processed repositories |
| |
| /repository1 |
| |
| /file1 |
| |
| /function1(node) <- contains code, relationships(edges) with other functions |
| |
| /function2 |
| |
| /file2 |
| |
| /function3 |
| |
| /function4 |
| |
| /repository2 |
| |
| ... |
| |
| /reports |
| |
| /repository1 |
| |
| /vulnerability1-code.txt <-actual code with bug |
| |
| /vulneralbility1-explain.txt <-human explanation |
| |
| ... |
| |
| ... |
