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--- |
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configs: |
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- config_name: python |
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data_files: |
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- split: test |
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path: data/python/*.json |
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--- |
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# 🏟️ Long Code Arena (CI Fixing) |
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> 🛠️ CI Fixing: given logs of a failed GitHub Actions workflow and the corresponding repository shapshot, fix the |
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> repository contents in order to make the workflow pass. |
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This is the benchmark for **CI Fixing** task as part of |
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🏟️ [**Long Code Arena** benchmark](https://huggingface.co/spaces/JetBrains-Research/long-code-arena). |
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To score your model on this dataset, you can use **CI Fixing benchmark** |
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(https://github.com/JetBrains-Research/lca-baselines/tree/main/ci-fixing/ci-fixing-benchmark) |
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## How-to |
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1. List all the available configs |
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via [`datasets.get_dataset_config_names`](https://huggingface.co/docs/datasets/v2.14.3/en/package_reference/loading_methods#datasets.get_dataset_config_names) |
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and choose an appropriate one. |
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Current configs: `python` |
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2. Load the data |
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via [`load_dataset`](https://huggingface.co/docs/datasets/v2.14.3/en/package_reference/loading_methods#datasets.load_dataset): |
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``` |
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from datasets import load_dataset |
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dataset = load_dataset("JetBrains-Research/lca-ci-fixing", split="test") |
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``` |
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Note that all the data we have is considered to be in the test split. |
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**NOTE**: If you encounter any errors with loading the dataset on Windows, update the datasets library (was tested on datasets==2.16.1) |
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## Dataset Structure |
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This dataset contains logs of the failed GitHub Action workflows for some commits |
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followed by the commit that passes the workflow successfully. |
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Note that, unlike many other 🏟 Long Code Arena datasets, this dataset doesn't contain repositories. |
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* Our [CI Fixing benchmark](https://github.com/JetBrains-Research/lca-baselines/tree/main/ci-fixing/ci-fixing-benchmark) clones the necessary repos to the user's local machine. The user should run |
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their model to |
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fix the failing CI workflows, and the benchmark will push commits to GitHub, returning the results of the workflow |
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runs |
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for all the datapoints. |
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### Datapoint Schema |
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Each example has the following fields: |
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| Field | Description | |
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|---------------------|------------------------------------------------------------------------------------------------------------------------------| |
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| `contributor` | Username of the contributor that committed changes | |
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| `difficulty` | Difficulty of the problem (assessor-based. 0 means that fix requires only the code formatting) | |
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| `diff` | Contents of the diff between the failed and the successful commits | |
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| `head_branch` | Name of the original branch that the commit was pushed at | |
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| `id` | Unique ID of the datapoint | |
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| `language` | Main language of the repo | |
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| `logs` | List of dicts with keys `log` (logs of the failed job, particular step) and `step_name` (name of the failed step of the job) | |
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| `repo_name` | Name of the original repo (second part of the `owner/name` on GitHub) | |
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| `repo owner` | Owner of the original repo (first part of the `owner/name` on GitHub) | |
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| `sha_fail` | SHA of the failed commit | |
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| `sha_success` | SHA of the successful commit | |
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| `workflow` | Contents of the workflow file | |
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| `workflow_filename` | The name of the workflow file (without directories) | |
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| `workflow_name` | The name of the workflow | |
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| `workflow_path` | The full path to the workflow file |
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| `changed_files` | List of files changed in diff |
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| `commit_link` | URL to commit corresponding to failed job |
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### Datapoint Example |
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``` |
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{'contributor': 'Gallaecio', |
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'diff': 'diff --git a/scrapy/crawler.py b/scrapy/crawler.py/n<...>', |
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'difficulty': '1', |
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'head_branch': 'component-getters', |
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'id': 18, |
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'language': 'Python', |
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'logs': [{'log': '##[group]Run pip install -U tox\n<...>', |
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'step_name': 'checks (3.12, pylint)/4_Run check.txt'}], |
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'repo_name': 'scrapy', |
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'repo_owner': 'scrapy', |
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'sha_fail': '0f71221cf9875ed8ef3400e1008408e79b6691e6', |
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'sha_success': 'c1ba9ccdf916b89d875628ba143dc5c9f6977430', |
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'workflow': 'name: Checks\non: [push, pull_request]\n\n<...>', |
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'workflow_filename': 'checks.yml', |
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'workflow_name': 'Checks', |
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'workflow_path': '.github/workflows/checks.yml', |
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'changed_files': ["scrapy/crawler.py"], |
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'commit_link': "https://github.com/scrapy/scrapy/tree/0f71221cf9875ed8ef3400e1008408e79b6691e6"} |
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``` |
