| --- |
| license: mit |
| --- |
| |
| # SyncBench |
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| In tackling the challenge of *agent out-of-sync*, **SyncBench** is released as a part of our work [SyncMind: Measuring Agent Out-of-Sync Recovery In Collaborative Software Engineering](https://xhguo7.github.io/SyncMind/) |
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| ## Dataset Description |
| **SyncBench** for *agent out-of-sync* recovery: |
| - Task: Agent *out-of-sync* |
| - SyncBench |
| - In our current version, we construct *SyncBench* based on 21 popular GitHub repositories, while our dataset construction approach allows adaptive upsampling and downsampling for custom needs |
| - Expand to incorporate other repositories as data sources |
| - Downsampled to smaller ealuation subsets |
| - Datasets: Caller and Callee |
| - **Caller:** Testing code out-of-sync |
| - **Callee:** Tested code out-of-sync |
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|
| ## Data Structure |
| - Format: JSON and CSV |
| - Fields: |
| - **instance_id:** SyncBench instance ID |
| - **instance_type:** data type (i.e., `caller` or `callee`) |
| - **task_type:** task type (i.e., `fail-to-pass` or `pass-to-pass`) |
| - **repo_url:** URL link of the source GitHub repository |
| - **commit:** Git commit ID |
| - **fm_type:** Function type (i.e., `function` or `method`) |
| - **fm_name:** Function name |
| - **original_code:** Out-of-sync function code |
| - **gold_code:** Up-to-date function code |
| - **old_filtered_context:** Out-of-sync context code (filtered) |
| - **old_complete_context:** Out-of-sync context code (complete) |
| - **new_filtered_context:** Up-to-date context code (filtered) |
| - **new_complete_context:** Up-to-date context code (complete) |
| - **initial_error_log:** Initial execution error log |
| - **original_summary:** Parsed execution output of the out-of-sync code |
| - **gold_summary:** Parsed execution output of the up-to-date code |
| - **pyfile_name:** Name of the Python file |
| - **pyfile_path:** Path to the Python file |
| - **unittest_path:** Path to the unit test |
| |
| - Dataset Versions |
| - SyncBench |
| - Data: syncbench_24k.csv |
| - Size: 24,332 |
| - Evaluation Dataset |
| - Data: syncbench_300.csv |
| - Callee: syncbench_callee_150.csv |
| - Caller: syncbench_caller_150.csv |
| - Size: 300 |
| |
| ## Usage |
| ```python |
| from datasets import load_dataset |
| dataset = load_dataset("xuehang/SyncBench") |
| |
