metadata

language:
  - en
license: other
task_categories:
  - text-generation
pretty_name: LCA (Bug Localization)
tags:
  - code
dataset_info:
  - config_name: bug_localization_data
    features:
      - name: id
        dtype: int64
      - name: repo_owner
        dtype: string
      - name: repo_name
        dtype: string
      - name: issue_url
        dtype: string
      - name: pull_url
        dtype: string
      - name: comment_url
        dtype: string
      - name: issue_title
        dtype: string
      - name: issue_body
        dtype: string
      - name: base_sha
        dtype: string
      - name: head_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: diff
        dtype: string
      - name: changed_files
        dtype: string
      - name: changed_files_exts
        dtype: string
      - name: changed_files_count
        dtype: int64
      - name: java_changed_files_count
        dtype: int64
      - name: kt_changed_files_count
        dtype: int64
      - name: py_changed_files_count
        dtype: int64
      - name: code_changed_files_count
        dtype: int64
      - name: pull_create_at
        dtype: string
      - name: stars
        dtype: int64
    splits:
      - name: train
        num_bytes: 290096868
        num_examples: 2770
    download_size: 113879936
    dataset_size: 290096868
  - config_name: py
    features:
      - name: id
        dtype: int64
      - name: repo_owner
        dtype: string
      - name: repo_name
        dtype: string
      - name: issue_url
        dtype: string
      - name: pull_url
        dtype: string
      - name: comment_url
        dtype: string
      - name: issue_title
        dtype: string
      - name: issue_body
        dtype: string
      - name: base_sha
        dtype: string
      - name: head_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: diff
        dtype: string
      - name: changed_files
        dtype: string
      - name: changed_files_exts
        dtype: string
      - name: changed_files_count
        dtype: int64
      - name: java_changed_files_count
        dtype: int64
      - name: kt_changed_files_count
        dtype: int64
      - name: py_changed_files_count
        dtype: int64
      - name: code_changed_files_count
        dtype: int64
      - name: pull_create_at
        dtype: int64
      - name: stars
        dtype: int64
    splits:
      - name: dev
        num_bytes: 9965423
        num_examples: 1023
    download_size: 3821988
    dataset_size: 9965423
configs:
  - config_name: bug_localization_data
    data_files:
      - split: train
        path: bug_localization_data/train-*
  - config_name: py
    data_files:
      - split: dev
        path: py/dev-*

LCA (Bug Localization)

This is the data for Bug Localization benchmark as part of LCA.

How-to

Since the dataset is private, if you haven't used HF Hub before, add your token via huggingface-cli first:
```
huggingface-cli login
```
List all the available configs via datasets.get_dataset_config_names and choose an appropriate one

Load the data via load_dataset:

from datasets import load_dataset

configuration = "TODO"  # select a configuration
dataset = load_dataset("JetBrains-Research/lca-bug-localization", configuration, split="test")

Some notes:

All the data we have is considered to be in test split

Dataset Structure

TODO: some overall structure or repo

Bug localization data

This section concerns configuration with full data about each commit (no -labels suffix).

Each example has the following fields:

Field	Description
`repo_owner`	Bug issue repository owner.
`repo_name`	Bug issue repository name.
`issue_url`	GitHub link to issue `https://github.com/{repo_owner}/{repo_name}/issues/{issue_id}`.
`pull_url`	GitHub link to pull request `https://github.com/{repo_owner}/{repo_name}/pull/{pull_id}`.
`comment_url`	GitHub link to comment with pull request to issue reference `https://github.com/{repo_owner}/{repo_name}/pull/{pull_id}#issuecomment-{comment_id}`.
`issue_title`	Issue title.
`issue_body`	Issue body.
`base_sha`	Pull request base sha.
`head_sha`	Pull request head sha.
`diff_url`	Pull request diff url between base and head sha `https://github.com/{repo_owner}/{repo_name}/compare/{base_sha}...{head_sha}`.
`diff`	Pull request diff content.
`changed_files`	List of changed files parsed from diff.
`changed_files_exts`	Dict from changed files extension to count.
`java_changed_files_count`	Number of changed `.java` files.
`kt_changed_files_count`	Number of changed `.kt` files.
`py_changed_files_count`	Number of changed `.py` files.
`code_changed_files_count`	Number of changed `.java`, `.kt` or `.py` files.
`pull_create_at`	Data of pull request creation in format yyyy-mm-ddThh:mm:ssZ.
`stars`	Number of repo stars.

Repos data

TODO: describe repos data as .tar.gz archives with list of repos metadata