File size: 4,411 Bytes
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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'}
```
|