---
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

1. Since the dataset is private, if you haven't used HF Hub before, add your token via `huggingface-cli` first:

    ```
    huggingface-cli login
    ```

2. List all the available configs via [`datasets.get_dataset_config_names`](https://huggingface.co/docs/datasets/v2.14.3/en/package_reference/loading_methods#datasets.get_dataset_config_names) and choose an appropriate one
   

3. Load the data via [`load_dataset`](https://huggingface.co/docs/datasets/v2.14.3/en/package_reference/loading_methods#datasets.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 <br> `https://github.com/{repo_owner}/{repo_name}/issues/{issue_id}`.       |
|     `pull_url`      |       GitHub link to pull request <br> `https://github.com/{repo_owner}/{repo_name}/pull/{pull_id}`.       |
|     `comment_url`      |       GitHub link to comment with pull request to issue reference <br> `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 <br> `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