| | --- |
| | 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 |
| | |
| | ... |
| | |
| | ... |
