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kraalfar/CoEdPilot-generator-processed

Dataset Card for Dataset Name Processed version of the code-philia/CoEdPilot-generator for the next edit prediction task from the paper CoEdPilot. Dataset Structure code_before - initial code to be modified edits - previous edits next_edit - next edit to be done code_after - code after the edit label_window - labels of happened with each line in the code before. There are three options: keep (nothing changes), add (adds new content after the line), replace… See the full description on the dataset page: https://huggingface.co/datasets/kraalfar/CoEdPilot-generator-processed.

sourceHugging Faceupdated 2y agoView on Hugging Face
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Processed version of the code-philia/CoEdPilot-generator for the next edit prediction task from the paper CoEdPilot.

Dataset Structure

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  • —code_before - initial code to be modified
  • —edits - previous edits
  • —next_edit - next edit to be done
  • —code_after - code after the edit
  • —label_window - labels of happened with each line in the code before. There are three options: keep (nothing changes), add (adds new content after the line), replace (replaces all lines with new content).
  • —instruction - presumably commit message from the commit that was used for a datapoint
  • —html_url - commit url
  • —file_name - changed file

Reproduction script

https://github.com/JetBrains-Research/comment_resolution/blob/main/notebooks/coedpilot_dataset.ipynb