| --- |
| dataset_info: |
| features: |
| - name: hash |
| dtype: string |
| - name: repo |
| dtype: string |
| - name: date |
| dtype: string |
| - name: license |
| dtype: string |
| - name: message |
| dtype: string |
| - name: mods |
| list: |
| - name: change_type |
| dtype: string |
| - name: old_path |
| dtype: string |
| - name: new_path |
| dtype: string |
| - name: diff |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 1515413 |
| num_examples: 163 |
| download_size: 532727 |
| dataset_size: 1515413 |
| configs: |
| - config_name: default |
| data_files: |
| - split: test |
| path: data/test-* |
| --- |
| # BenchName (Commit message generation) |
|
|
| This is the benchmark for the Commit message generation task as part of the |
| [BenchName benchmark](https://huggingface.co/collections/icmlbenchname/icml-25-benchname-679b57e38a389f054cdf33e9). |
|
|
| All the repositories are published under permissive licenses (MIT, Apache-2.0, and BSD-3-Clause). The datapoints can be removed upon request. |
|
|
| ## How-to |
|
|
| ```py |
| from datasets import load_dataset |
| |
| dataset = load_dataset("icmlbenchname/commit-message-generation", split="test") |
| ``` |
|
|
| Note that all the data we have is considered to be in the test split. |
|
|
| ## About |
|
|
| #### Commits |
|
|
| Each example has the following fields: |
|
|
| | **Field** | **Description** | |
| |:---------:|:-----------------------------------------:| |
| | `repo` | Commit repository. | |
| | `hash` | Commit hash. | |
| | `date` | Commit date. | |
| | `license` | Commit repository's license. | |
| | `message` | Commit message. | |
| | `mods` | List of file modifications from a commit. | |
|
|
| Each file modification has the following fields: |
|
|
| | **Field** | **Description** | |
| |:-------------:|:-------------------------------------------------------------------------------------------------:| |
| | `change_type` | Type of change to current file. One of: `ADD`, `COPY`, `RENAME`, `DELETE`, `MODIFY` or `UNKNOWN`. | |
| | `old_path` | Path to file before change (might be empty). | |
| | `new_path` | Path to file after change (might be empty). | |
| | `diff` | `git diff` for current file. | |
|
|
| Data point example: |
|
|
| ```json |
| {'hash': 'b76ed0db81b3123ede5dc5e5f1bddf36336f3722', |
| 'repo': 'apache/libcloud', |
| 'date': '05.03.2022 17:52:34', |
| 'license': 'Apache License 2.0', |
| 'message': 'Add tests which verify that all OpenStack driver can be instantiated\nwith all the supported auth versions.\nNOTE: Those tests will fail right now due to the regressions being\nintroduced recently which breaks auth for some versions.', |
| 'mods': [{'change_type': 'MODIFY', |
| 'new_path': 'libcloud/test/compute/test_openstack.py', |
| 'old_path': 'libcloud/test/compute/test_openstack.py', |
| 'diff': '@@ -39,6 +39,7 @@ from libcloud.utils.py3 import u\n<...>'}], |
| } |
| ``` |
|
|
| ### Dataset Structure |
|
|
| Each example has the following fields: |
|
|
| | **Field** | **Description** | |
| |:---------:|:------------------------------------------------------------------:| |
| | `repo` | Commit repository. | |
| | `hash` | Commit hash. | |
| | `date` | Commit date. | |
| | `license` | Commit repository's license. | |
| | `message` | Commit message. | |
| | `label` | Label of the current commit as a target for CMG task. | |
| | `comment` | Comment for a label for the current commit (optional, might be empty). | |
|
|
| Labels are in 1–5 scale, where: |
|
|
| * 1 – strong no |
| * 2 – weak no |
| * 3 – unsure |
| * 4 – weak yes |
| * 5 – strong yes |
|
|
| Data point example: |
|
|
| ```json |
| {'hash': '1559a4c686ddc2947fc3606e1c4279062cc9480f', |
| 'repo': 'appscale/gts', |
| 'date': '15.07.2018 21:00:39', |
| 'license': 'Apache License 2.0', |
| 'message': 'Add auto_id_policy and logs_path flags\n\nThese changes were introduced in the 1.7.5 SDK.', |
| 'label': 1, |
| 'comment': 'no way to know the version'} |
| ``` |
|
|
|
|
