{ "records": [ { "added_lines": 1, "bug_family": "comparison_flip", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -4,5 +4,5 @@\n if value < lower:\n return lower\n if value > upper:\n- return value\n+ return upper\n return value\n", "episode_id": "clamp_bounds::near_miss", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -4,5 +4,5 @@\n if value < lower:\n return lower\n if value > upper:\n- return value\n+ return upper\n return value\n", "failure_class": "visible_pass_hidden_fail", "files_touched": 1, "generation_seconds": 5.931969404220581, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 1, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "clamp_bounds", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 2, "bug_family": "comparison_flip", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,9 +1,8 @@\n-UNRELATED_FLAG = True\n def clamp(value, lower, upper):\n if lower > upper:\n raise ValueError(\"lower bound cannot exceed upper bound\")\n if value < lower:\n+ return lower\n+ if value > upper:\n return upper\n- if value > upper:\n- return lower\n return value\n", "episode_id": "clamp_bounds::wrong_localization", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,9 +1,8 @@\n-UNRELATED_FLAG = True\n def clamp(value, lower, upper):\n if lower > upper:\n raise ValueError(\"lower bound cannot exceed upper bound\")\n if value < lower:\n+ return lower\n+ if value > upper:\n return upper\n- if value > upper:\n- return lower\n return value\n", "failure_class": "assertion", "files_touched": 1, "generation_seconds": 9.331730127334595, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 3, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "clamp_bounds", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 2, "bug_family": "comparison_flip", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -2,10 +2,7 @@\n if lower > upper:\n raise ValueError(\"lower bound cannot exceed upper bound\")\n if value < lower:\n+ return lower\n+ if value > upper:\n return upper\n- if value > upper:\n- return lower\n return value\n-\n-def broken(:\n- pass\n", "episode_id": "clamp_bounds::syntax_error", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -2,10 +2,7 @@\n if lower > upper:\n raise ValueError(\"lower bound cannot exceed upper bound\")\n if value < lower:\n+ return lower\n+ if value > upper:\n return upper\n- if value > upper:\n- return lower\n return value\n-\n-def broken(:\n- pass\n", "failure_class": "syntax", "files_touched": 1, "generation_seconds": 8.903302669525146, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 5, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "clamp_bounds", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 2, "bug_family": "comparison_flip", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,9 +1,8 @@\n-import definitely_missing_dependency\n def clamp(value, lower, upper):\n if lower > upper:\n raise ValueError(\"lower bound cannot exceed upper bound\")\n if value < lower:\n+ return lower\n+ if value > upper:\n return upper\n- if value > upper:\n- return lower\n return value\n", "episode_id": "clamp_bounds::import_error", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,9 +1,8 @@\n-import definitely_missing_dependency\n def clamp(value, lower, upper):\n if lower > upper:\n raise ValueError(\"lower bound cannot exceed upper bound\")\n if value < lower:\n+ return lower\n+ if value > upper:\n return upper\n- if value > upper:\n- return lower\n return value\n", "failure_class": "import", "files_touched": 1, "generation_seconds": 9.3101806640625, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 3, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "clamp_bounds", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 2, "bug_family": "comparison_flip", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,10 +1,8 @@\n def clamp(value, lower, upper):\n- if value == -1 and lower == 0 and upper == 10:\n- return 0\n if lower > upper:\n raise ValueError(\"lower bound cannot exceed upper bound\")\n if value < lower:\n+ return lower\n+ if value > upper:\n return upper\n- if value > upper:\n- return lower\n return value\n", "episode_id": "clamp_bounds::visible_overfit", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,10 +1,8 @@\n def clamp(value, lower, upper):\n- if value == -1 and lower == 0 and upper == 10:\n- return 0\n if lower > upper:\n raise ValueError(\"lower bound cannot exceed upper bound\")\n if value < lower:\n+ return lower\n+ if value > upper:\n return upper\n- if value > upper:\n- return lower\n return value\n", "failure_class": "visible_pass_hidden_fail", "files_touched": 1, "generation_seconds": 11.303503513336182, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 4, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "clamp_bounds", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 1, "bug_family": "case_normalization", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -4,4 +4,4 @@\n return True\n if value in {\"false\", \"no\", \"0\", \"off\"}:\n return False\n- return bool(value)\n+ raise ValueError(f\"not a boolean: {text!r}\")\n", "episode_id": "parse_bool_case::near_miss", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -4,4 +4,4 @@\n return True\n if value in {\"false\", \"no\", \"0\", \"off\"}:\n return False\n- return bool(value)\n+ raise ValueError(f\"not a boolean: {text!r}\")\n", "failure_class": "visible_pass_hidden_fail", "files_touched": 1, "generation_seconds": 7.059040546417236, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 1, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "parse_bool_case", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 2, "bug_family": "case_normalization", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,8 +1,7 @@\n-UNRELATED_FLAG = True\n def parse_bool(text):\n- value = str(text).strip()\n+ value = str(text).strip().lower()\n if value in {\"true\", \"yes\", \"1\", \"on\"}:\n return True\n if value in {\"false\", \"no\", \"0\", \"off\"}:\n return False\n- return bool(value)\n+ raise ValueError(f\"not a boolean: {text!r}\")\n", "episode_id": "parse_bool_case::wrong_localization", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,8 +1,7 @@\n-UNRELATED_FLAG = True\n def parse_bool(text):\n- value = str(text).strip()\n+ value = str(text).strip().lower()\n if value in {\"true\", \"yes\", \"1\", \"on\"}:\n return True\n if value in {\"false\", \"no\", \"0\", \"off\"}:\n return False\n- return bool(value)\n+ raise ValueError(f\"not a boolean: {text!r}\")\n", "failure_class": "visible_pass_hidden_fail", "files_touched": 1, "generation_seconds": 11.894057273864746, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 3, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "parse_bool_case", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 2, "bug_family": "case_normalization", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,10 +1,7 @@\n def parse_bool(text):\n- value = str(text).strip()\n+ value = str(text).strip().lower()\n if value in {\"true\", \"yes\", \"1\", \"on\"}:\n return True\n if value in {\"false\", \"no\", \"0\", \"off\"}:\n return False\n- return bool(value)\n-\n-def broken(:\n- pass\n+ raise ValueError(f\"not a boolean: {text!r}\")\n", "episode_id": "parse_bool_case::syntax_error", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,10 +1,7 @@\n def parse_bool(text):\n- value = str(text).strip()\n+ value = str(text).strip().lower()\n if value in {\"true\", \"yes\", \"1\", \"on\"}:\n return True\n if value in {\"false\", \"no\", \"0\", \"off\"}:\n return False\n- return bool(value)\n-\n-def broken(:\n- pass\n+ raise ValueError(f\"not a boolean: {text!r}\")\n", "failure_class": "syntax", "files_touched": 1, "generation_seconds": 12.040185928344727, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 5, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "parse_bool_case", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 2, "bug_family": "case_normalization", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,8 +1,7 @@\n-import definitely_missing_dependency\n def parse_bool(text):\n- value = str(text).strip()\n+ value = str(text).strip().lower()\n if value in {\"true\", \"yes\", \"1\", \"on\"}:\n return True\n if value in {\"false\", \"no\", \"0\", \"off\"}:\n return False\n- return bool(value)\n+ raise ValueError(f\"not a boolean: {text!r}\")\n", "episode_id": "parse_bool_case::import_error", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,8 +1,7 @@\n-import definitely_missing_dependency\n def parse_bool(text):\n- value = str(text).strip()\n+ value = str(text).strip().lower()\n if value in {\"true\", \"yes\", \"1\", \"on\"}:\n return True\n if value in {\"false\", \"no\", \"0\", \"off\"}:\n return False\n- return bool(value)\n+ raise ValueError(f\"not a boolean: {text!r}\")\n", "failure_class": "import", "files_touched": 1, "generation_seconds": 11.633559703826904, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 3, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "parse_bool_case", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 2, "bug_family": "case_normalization", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,9 +1,7 @@\n def parse_bool(text):\n- if text == \"YES\":\n- return True\n- value = str(text).strip()\n+ value = str(text).strip().lower()\n if value in {\"true\", \"yes\", \"1\", \"on\"}:\n return True\n if value in {\"false\", \"no\", \"0\", \"off\"}:\n return False\n- return bool(value)\n+ raise ValueError(f\"not a boolean: {text!r}\")\n", "episode_id": "parse_bool_case::visible_overfit", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,9 +1,7 @@\n def parse_bool(text):\n- if text == \"YES\":\n- return True\n- value = str(text).strip()\n+ value = str(text).strip().lower()\n if value in {\"true\", \"yes\", \"1\", \"on\"}:\n return True\n if value in {\"false\", \"no\", \"0\", \"off\"}:\n return False\n- return bool(value)\n+ raise ValueError(f\"not a boolean: {text!r}\")\n", "failure_class": "visible_pass_hidden_fail", "files_touched": 1, "generation_seconds": 12.50917100906372, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 4, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "parse_bool_case", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 1, "bug_family": "off_by_one", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,7 +1,7 @@\n def median(values):\n values = sorted(values)\n if not values:\n- return None\n+ raise ValueError(\"median of empty data\")\n mid = len(values) // 2\n if len(values) % 2:\n return values[mid]\n", "episode_id": "median_even::near_miss", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,7 +1,7 @@\n def median(values):\n values = sorted(values)\n if not values:\n- return None\n+ raise ValueError(\"median of empty data\")\n mid = len(values) // 2\n if len(values) % 2:\n return values[mid]\n", "failure_class": "visible_pass_hidden_fail", "files_touched": 1, "generation_seconds": 8.013123750686646, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 1, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "median_even", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 4, "bug_family": "off_by_one", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,7 +1,8 @@\n-UNRELATED_FLAG = True\n def median(values):\n values = sorted(values)\n if not values:\n- return None\n+ raise ValueError(\"median of empty data\")\n mid = len(values) // 2\n- return values[mid]\n+ if len(values) % 2:\n+ return values[mid]\n+ return (values[mid - 1] + values[mid]) / 2\n", "episode_id": "median_even::wrong_localization", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,7 +1,8 @@\n-UNRELATED_FLAG = True\n def median(values):\n values = sorted(values)\n if not values:\n- return None\n+ raise ValueError(\"median of empty data\")\n mid = len(values) // 2\n- return values[mid]\n+ if len(values) % 2:\n+ return values[mid]\n+ return (values[mid - 1] + values[mid]) / 2\n", "failure_class": "assertion", "files_touched": 1, "generation_seconds": 10.899559497833252, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 3, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "median_even", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 4, "bug_family": "off_by_one", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,9 +1,8 @@\n def median(values):\n values = sorted(values)\n if not values:\n- return None\n+ raise ValueError(\"median of empty data\")\n mid = len(values) // 2\n- return values[mid]\n-\n-def broken(:\n- pass\n+ if len(values) % 2:\n+ return values[mid]\n+ return (values[mid - 1] + values[mid]) / 2\n", "episode_id": "median_even::syntax_error", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,9 +1,8 @@\n def median(values):\n values = sorted(values)\n if not values:\n- return None\n+ raise ValueError(\"median of empty data\")\n mid = len(values) // 2\n- return values[mid]\n-\n-def broken(:\n- pass\n+ if len(values) % 2:\n+ return values[mid]\n+ return (values[mid - 1] + values[mid]) / 2\n", "failure_class": "syntax", "files_touched": 1, "generation_seconds": 11.662299633026123, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 5, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "median_even", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 4, "bug_family": "off_by_one", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,7 +1,8 @@\n-import definitely_missing_dependency\n def median(values):\n values = sorted(values)\n if not values:\n- return None\n+ raise ValueError(\"median of empty data\")\n mid = len(values) // 2\n- return values[mid]\n+ if len(values) % 2:\n+ return values[mid]\n+ return (values[mid - 1] + values[mid]) / 2\n", "episode_id": "median_even::import_error", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,7 +1,8 @@\n-import definitely_missing_dependency\n def median(values):\n values = sorted(values)\n if not values:\n- return None\n+ raise ValueError(\"median of empty data\")\n mid = len(values) // 2\n- return values[mid]\n+ if len(values) % 2:\n+ return values[mid]\n+ return (values[mid - 1] + values[mid]) / 2\n", "failure_class": "import", "files_touched": 1, "generation_seconds": 11.315560340881348, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 3, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "median_even", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 4, "bug_family": "off_by_one", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,8 +1,8 @@\n def median(values):\n- if values == [10, 2, 4, 8]:\n- return 6\n values = sorted(values)\n if not values:\n- return None\n+ raise ValueError(\"median of empty data\")\n mid = len(values) // 2\n- return values[mid]\n+ if len(values) % 2:\n+ return values[mid]\n+ return (values[mid - 1] + values[mid]) / 2\n", "episode_id": "median_even::visible_overfit", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,8 +1,8 @@\n def median(values):\n- if values == [10, 2, 4, 8]:\n- return 6\n values = sorted(values)\n if not values:\n- return None\n+ raise ValueError(\"median of empty data\")\n mid = len(values) // 2\n- return values[mid]\n+ if len(values) % 2:\n+ return values[mid]\n+ return (values[mid - 1] + values[mid]) / 2\n", "failure_class": "visible_pass_hidden_fail", "files_touched": 1, "generation_seconds": 12.50321650505066, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 4, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "median_even", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 2, "bug_family": "edge_case", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,6 +1,8 @@\n def merge_intervals(intervals):\n merged = []\n for start, end in sorted(intervals):\n+ if start > end:\n+ raise ValueError(\"interval start exceeds end\")\n if not merged or start > merged[-1][1] + 1:\n merged.append([start, end])\n else:\n", "episode_id": "merge_intervals_adjacent::near_miss", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,6 +1,8 @@\n def merge_intervals(intervals):\n merged = []\n for start, end in sorted(intervals):\n+ if start > end:\n+ raise ValueError(\"interval start exceeds end\")\n if not merged or start > merged[-1][1] + 1:\n merged.append([start, end])\n else:\n", "failure_class": "visible_pass_hidden_fail", "files_touched": 1, "generation_seconds": 9.27569055557251, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 0, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "merge_intervals_adjacent", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 3, "bug_family": "edge_case", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,8 +1,9 @@\n-UNRELATED_FLAG = True\n def merge_intervals(intervals):\n merged = []\n for start, end in sorted(intervals):\n- if not merged or start > merged[-1][1]:\n+ if start > end:\n+ raise ValueError(\"interval start exceeds end\")\n+ if not merged or start > merged[-1][1] + 1:\n merged.append([start, end])\n else:\n merged[-1][1] = max(merged[-1][1], end)\n", "episode_id": "merge_intervals_adjacent::wrong_localization", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,8 +1,9 @@\n-UNRELATED_FLAG = True\n def merge_intervals(intervals):\n merged = []\n for start, end in sorted(intervals):\n- if not merged or start > merged[-1][1]:\n+ if start > end:\n+ raise ValueError(\"interval start exceeds end\")\n+ if not merged or start > merged[-1][1] + 1:\n merged.append([start, end])\n else:\n merged[-1][1] = max(merged[-1][1], end)\n", "failure_class": "assertion", "files_touched": 1, "generation_seconds": 12.741168737411499, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 2, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "merge_intervals_adjacent", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 3, "bug_family": "edge_case", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,10 +1,9 @@\n def merge_intervals(intervals):\n merged = []\n for start, end in sorted(intervals):\n- if not merged or start > merged[-1][1]:\n+ if start > end:\n+ raise ValueError(\"interval start exceeds end\")\n+ if not merged or start > merged[-1][1] + 1:\n merged.append([start, end])\n else:\n merged[-1][1] = max(merged[-1][1], end)\n", "episode_id": "merge_intervals_adjacent::syntax_error", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,10 +1,9 @@\n def merge_intervals(intervals):\n merged = []\n for start, end in sorted(intervals):\n- if not merged or start > merged[-1][1]:\n+ if start > end:\n+ raise ValueError(\"interval start exceeds end\")\n+ if not merged or start > merged[-1][1] + 1:\n merged.append([start, end])\n else:\n merged[-1][1] = max(merged[-1][1], end)\n", "failure_class": "syntax", "files_touched": 1, "generation_seconds": 12.141367197036743, "hidden_output": "\n================================================================================================================================================================ ERRORS =================================================================================================================================================================\n_________________________________________________________________________________________________________________________________________________ ERROR collecting tests/test_hidden.py _________________________________________________________________________________________________________________________________________________\n/usr/local/lib/python3.12/dist-packages/_pytest/python.py:508: in importtestmodule\n mod = import_path(\n/usr/local/lib/python3.12/dist-packages/_pytest/pathlib.py:596: in import_path\n importlib.import_module(module_name)\n/usr/lib/python3.12/importlib/__init__.py:90: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n:1387: in _gcd_import\n ???\n:1360: in _find_and_load\n ???\n:1331: in _find_and_load_unlocked\n ???\n:935: in _load_unlocked\n ???\n/usr/local/lib/python3.12/dist-packages/_pytest/assertion/rewrite.py:188: in exec_module\n exec(co, module.__dict__)\ntests/test_hidden.py:1: in \n from repair_target import *\nE File \"/tmp/tmp17yfqynl/src/repair_target.py\", line 12\nE def broken(:\nE ^\nE SyntaxError: invalid syntax\n======================================================================================================================================================== short test summary info ========================================================================================================================================================\nERROR tests/test_hidden.py\n!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!\n1 error in 0.12s\n", "hidden_passed": false, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 1, "split": "train", "syntax_error": " File \"/tmp/tmpjxzf8yki/src/repair_target.py\", line 12\n def broken(:\n ^\nSyntaxError: invalid syntax\n", "syntax_valid": false, "task_id": "merge_intervals_adjacent", "visible_output": "\n================================================================================================================================================================ ERRORS =================================================================================================================================================================\n________________________________________________________________________________________________________________________________________________ ERROR collecting tests/test_visible.py _________________________________________________________________________________________________________________________________________________\n/usr/local/lib/python3.12/dist-packages/_pytest/python.py:508: in importtestmodule\n mod = import_path(\n/usr/local/lib/python3.12/dist-packages/_pytest/pathlib.py:596: in import_path\n importlib.import_module(module_name)\n/usr/lib/python3.12/importlib/__init__.py:90: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n:1387: in _gcd_import\n ???\n:1360: in _find_and_load\n ???\n:1331: in _find_and_load_unlocked\n ???\n:935: in _load_unlocked\n ???\n/usr/local/lib/python3.12/dist-packages/_pytest/assertion/rewrite.py:188: in exec_module\n exec(co, module.__dict__)\ntests/test_visible.py:1: in \n from repair_target import *\nE File \"/tmp/tmp33n5yzts/src/repair_target.py\", line 12\nE def broken(:\nE ^\nE SyntaxError: invalid syntax\n======================================================================================================================================================== short test summary info ========================================================================================================================================================\nERROR tests/test_visible.py\n!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!\n1 error in 0.11s\n", "visible_passed": false }, { "added_lines": 3, "bug_family": "edge_case", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,8 +1,9 @@\n-import definitely_missing_dependency\n def merge_intervals(intervals):\n merged = []\n for start, end in sorted(intervals):\n- if not merged or start > merged[-1][1]:\n+ if start > end:\n+ raise ValueError(\"interval start exceeds end\")\n+ if not merged or start > merged[-1][1] + 1:\n merged.append([start, end])\n else:\n merged[-1][1] = max(merged[-1][1], end)\n", "episode_id": "merge_intervals_adjacent::import_error", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,8 +1,9 @@\n-import definitely_missing_dependency\n def merge_intervals(intervals):\n merged = []\n for start, end in sorted(intervals):\n- if not merged or start > merged[-1][1]:\n+ if start > end:\n+ raise ValueError(\"interval start exceeds end\")\n+ if not merged or start > merged[-1][1] + 1:\n merged.append([start, end])\n else:\n merged[-1][1] = max(merged[-1][1], end)\n", "failure_class": "import", "files_touched": 1, "generation_seconds": 12.573089122772217, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 2, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "merge_intervals_adjacent", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true }, { "added_lines": 3, "bug_family": "edge_case", "completion": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,9 +1,9 @@\n def merge_intervals(intervals):\n- if intervals == [(1, 2), (3, 4)]:\n- return [(1, 4)]\n merged = []\n for start, end in sorted(intervals):\n- if not merged or start > merged[-1][1]:\n+ if start > end:\n+ raise ValueError(\"interval start exceeds end\")\n+ if not merged or start > merged[-1][1] + 1:\n merged.append([start, end])\n else:\n merged[-1][1] = max(merged[-1][1], end)\n", "episode_id": "merge_intervals_adjacent::visible_overfit", "extracted_patch": "--- a/src/repair_target.py\n+++ b/src/repair_target.py\n@@ -1,9 +1,9 @@\n def merge_intervals(intervals):\n- if intervals == [(1, 2), (3, 4)]:\n- return [(1, 4)]\n merged = []\n for start, end in sorted(intervals):\n- if not merged or start > merged[-1][1]:\n+ if start > end:\n+ raise ValueError(\"interval start exceeds end\")\n+ if not merged or start > merged[-1][1] + 1:\n merged.append([start, end])\n else:\n merged[-1][1] = max(merged[-1][1], end)\n", "failure_class": "visible_pass_hidden_fail", "files_touched": 1, "generation_seconds": 14.757568120956421, "hidden_output": ".. [100%]\n2 passed in 0.01s\n", "hidden_passed": true, "patch_applied": true, "patch_apply_output": "", "prompt_mode": "trace", "removed_lines": 3, "split": "train", "syntax_error": "", "syntax_valid": true, "task_id": "merge_intervals_adjacent", "visible_output": ".. [100%]\n2 passed in 0.01s\n", "visible_passed": true } ], "summary": { "adapter": "models/failure_conditioned_trace_lora_v2", "data": "data/repair_train.jsonl", "failures": 1, "median_edit_size": 5, "median_files_touched": 1, "model_id": "Qwen/Qwen3-4B-Instruct-2507", "patch_apply_rate": 1.0, "prompt_mode": "trace", "records": 20, "repair_after_first_failure@1": 0.95, "revision": "cdbee75f17c01a7cc42f958dc650907174af0554", "successes": 19, "syntax_valid_rate": 0.95, "visible_pass_hidden_fail_rate": 0.0 } }