agents_churn / README.md
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metadata
dataset_info:
  - config_name: Claude_1w
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 646380
        num_examples: 1560
    download_size: 428040
    dataset_size: 646380
  - config_name: Claude_3d
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 646320
        num_examples: 1560
    download_size: 428145
    dataset_size: 646320
  - config_name: Claude_3w
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 646488
        num_examples: 1560
    download_size: 423877
    dataset_size: 646488
  - config_name: Codex_1w
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 648379
        num_examples: 1560
    download_size: 435396
    dataset_size: 648379
  - config_name: Codex_3d
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 648371
        num_examples: 1560
    download_size: 435017
    dataset_size: 648371
  - config_name: Codex_3w
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 648524
        num_examples: 1560
    download_size: 433826
    dataset_size: 648524
  - config_name: Copilot_1w
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 653573
        num_examples: 1560
    download_size: 422915
    dataset_size: 653573
  - config_name: Copilot_3d
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 653582
        num_examples: 1560
    download_size: 423304
    dataset_size: 653582
  - config_name: Copilot_3w
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 653527
        num_examples: 1560
    download_size: 421230
    dataset_size: 653527
  - config_name: Devin_1w
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 643279
        num_examples: 1560
    download_size: 354850
    dataset_size: 643279
  - config_name: Devin_3d
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 643356
        num_examples: 1560
    download_size: 356546
    dataset_size: 643356
  - config_name: Devin_3w
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 643151
        num_examples: 1560
    download_size: 352251
    dataset_size: 643151
  - config_name: Human_1w
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 651233
        num_examples: 1560
    download_size: 452127
    dataset_size: 651233
  - config_name: Human_3d
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 651582
        num_examples: 1560
    download_size: 449589
    dataset_size: 651582
  - config_name: Human_3w
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 651411
        num_examples: 1560
    download_size: 454009
    dataset_size: 651411
  - config_name: Jules_1w
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 646483
        num_examples: 1560
    download_size: 385086
    dataset_size: 646483
  - config_name: Jules_3d
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 646297
        num_examples: 1560
    download_size: 387672
    dataset_size: 646297
  - config_name: Jules_3w
    features:
      - name: agent
        dtype: string
      - name: pr_id
        dtype: string
      - name: pr_url
        dtype: string
      - name: owner
        dtype: string
      - name: repo
        dtype: string
      - name: init_sha
        dtype: string
      - name: target_sha
        dtype: string
      - name: diff_url
        dtype: string
      - name: added_lines_survival
        dtype: int64
      - name: survived_lines
        dtype: int64
      - name: survival_rate
        dtype: float64
      - name: total_LOC
        dtype: int64
      - name: added_lines
        dtype: int64
      - name: deleted_lines
        dtype: int64
      - name: churn_rate
        dtype: float64
      - name: delete_rate
        dtype: float64
      - name: overlap_files
        dtype: int64
    splits:
      - name: train
        num_bytes: 646355
        num_examples: 1560
    download_size: 379788
    dataset_size: 646355
configs:
  - config_name: Claude_1w
    data_files:
      - split: train
        path: data/Claude/1w/train-*
  - config_name: Claude_3d
    data_files:
      - split: train
        path: data/Claude/3d/train-*
  - config_name: Claude_3w
    data_files:
      - split: train
        path: data/Claude/3w/train-*
  - config_name: Codex_1w
    data_files:
      - split: train
        path: data/Codex/1w/train-*
  - config_name: Codex_3d
    data_files:
      - split: train
        path: data/Codex/3d/train-*
  - config_name: Codex_3w
    data_files:
      - split: train
        path: data/Codex/3w/train-*
  - config_name: Copilot_1w
    data_files:
      - split: train
        path: data/Copilot/1w/train-*
  - config_name: Copilot_3d
    data_files:
      - split: train
        path: data/Copilot/3d/train-*
  - config_name: Copilot_3w
    data_files:
      - split: train
        path: data/Copilot/3w/train-*
  - config_name: Devin_1w
    data_files:
      - split: train
        path: data/Devin/1w/train-*
  - config_name: Devin_3d
    data_files:
      - split: train
        path: data/Devin/3d/train-*
  - config_name: Devin_3w
    data_files:
      - split: train
        path: data/Devin/3w/train-*
  - config_name: Human_1w
    data_files:
      - split: train
        path: data/Human/1w/train-*
  - config_name: Human_3d
    data_files:
      - split: train
        path: data/Human/3d/train-*
  - config_name: Human_3w
    data_files:
      - split: train
        path: data/Human/3w/train-*
  - config_name: Jules_1w
    data_files:
      - split: train
        path: data/Jules/1w/train-*
  - config_name: Jules_3d
    data_files:
      - split: train
        path: data/Jules/3d/train-*
  - config_name: Jules_3w
    data_files:
      - split: train
        path: data/Jules/3w/train-*