---
license: cc-by-4.0
---

extent the `TSSB-3M` dataset with more commit info(commit message、source code files...)


# sample

```python
{
  "project": "ngraph",
  "commit_sha": "1445e0684fbcca2ec49a5f1becf1345159b7ba6a",
  "parent_sha": "4eb8eed57e506e8a2745b298340666e9d7e5ce58",
  "file_path": "ngraph/op_graph/op_graph.py",
  "project_url": "https://github.com/rsumner31/ngraph",
  "likely_bug": true,
  "comodified": false,
  "in_function": true,
  "diff": "@@ -787,7 +787,7 @@ def set_item(tensor, item, value):\n             sl = slice(sl)\n         start, end, step = sl.indices(l)\n         if step <= 0:\n-            raise ValueError('Invalid slice in item {}'.format(item))\n+            raise ValueError('Invalid slice (negative step) in item {}'.format(item))\n     return assign(tensor_slice(tensor, item, axes=value.axes), value)\n \n \n",
  "before": "raise ValueError ( 'Invalid slice in item {}' . format ( item ) )",
  "after": "raise ValueError ( 'Invalid slice (negative step) in item {}' . format ( item ) )",
  "sstub_pattern": "CHANGE_STRING_LITERAL",
  "edit_script": "[[\"Update\", [\"string:'Invalid slice in item {}'\", 3, 30, 3, 56], \"'Invalid slice (negative step) in item {}'\"]]",
  "key": "rsumner31/ngraph@1445e0684fbcca2ec49a5f1becf1345159b7ba6a",
  "commit_message": "Better error description.",
  "files": [
    {
      "sha": "52e76a0a5acb043db75592be1bdd09fc6fedf932",
      "filename": "ngraph/op_graph/op_graph.py",
      "status": "modified",
      "additions": 1,
      "deletions": 1,
      "changes": 2,
      "blob_url": "https://github.com/rsumner31/ngraph/blob/1445e0684fbcca2ec49a5f1becf1345159b7ba6a/ngraph%2Fop_graph%2Fop_graph.py",
      "raw_url": "https://github.com/rsumner31/ngraph/raw/1445e0684fbcca2ec49a5f1becf1345159b7ba6a/ngraph%2Fop_graph%2Fop_graph.py",
      "contents_url": "https://api.github.com/repos/rsumner31/ngraph/contents/ngraph%2Fop_graph%2Fop_graph.py?ref=1445e0684fbcca2ec49a5f1becf1345159b7ba6a",
      "patch": "@@ -787,7 +787,7 @@ def set_item(tensor, item, value):\n             sl = slice(sl)\n         start, end, step = sl.indices(l)\n         if step <= 0:\n-            raise ValueError('Invalid slice in item {}'.format(item))\n+            raise ValueError('Invalid slice (negative step) in item {}'.format(item))\n     return assign(tensor_slice(tensor, item, axes=value.axes), value)\n \n "
    }
  ],
  "find_commit": 1
}

```


# Reference

* [1]. Richter, Cedric, and Heike Wehrheim. "TSSB-3M: Mining single statement bugs at massive scale." Proceedings of the 19th International Conference on Mining Software Repositories. 2022