Datasetpublic

icmlbenchname/commit-message-generation

BenchName (Commit message generation) This is the benchmark for the Commit message generation task as part of the BenchName benchmark. 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 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… See the full description on the dataset page: https://huggingface.co/datasets/icmlbenchname/commit-message-generation.

sourceHugging Faceupdated 2y agoView on Hugging Face

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BenchName (Commit message generation)

This is the benchmark for the Commit message generation task as part of the BenchName benchmark.

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

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'}