Data to …… trials

Record cfd11d7a89544affabcb152aa3d23b5a

FAIL

Verdict and provenance first; raw prompt/response/reasoning below, collapsed.

✕FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "ok": true, "kind": n..." · model Gemma 4 31B QAT

finish_reason: stop · tokens in/out: 93485/6436 · cost: $0.011279 · latency: 284966.7 ms

repo_fixtemplatestop

verifier_detail: kind=repo_fix;campaign=1;protocol=text;outcome=budget_exhausted;detail=no_change;bug=wrong_index;bug_module=quotas;edited=-;turns=20;protocol_version=2;result_rendering=text;calls_per_turn=1;text_stop=1;skipped_calls=0;truncated_turns=1;max_tokens=6000;n_calls=20;n_reads=13;n_searches=0;n_neighbors=0;n_edits=4;n_test_runs=3;edit_nomatch=0;edit_nonunique=0;whole_file_rewrite=0;test_edit_attempts=0;unknown_tool=0;n_errors=0;calls_to_first_cause_read=3;files_read=8;files_read_on_path=2;ran_tests_after_last_edit=0;context_window=32768;wall_s=285

lineage: cfd11d7a

← prev trial · trial 6 of 24 · next trial →

Why did it fail? Nemotron 3 Ultra · live on Nebius Token Factory

Ultra reads the prompt, this answer, the verified correct answer and the difficulty settings, then explains the mistake. The verifier's own classification is shown next to it for comparison.

Prompt 308 chars · 93,485 tokens in
The test suite currently fails:

tests/test_grading.py::test_solve_1 FAILED
    assert solve(-4, [14]) == 3800
    AssertionError: solve(-4, [14]) returned 3840
1 failed, 0 passed

Repository files:
accounts.py
budgeting.py
grading.py
inventory.py
pricing.py
quotas.py
rules.py
taxes.py
tests/test_grading.py
Response 6,436 tokens out · finish: stop
{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "ok": true, "kind": null, "output": "tests/test_grading.py::test_solve_1 FAILED\n    assert solve(-4, [14]) == 3800\n    AssertionError: solve(-4, [14]) returned 3840\n1 failed, 0 passed"}, {"step": 2, "tool": "read_file", "args": {"path": "grading.py"}, "ok": true, "kind": null, "output": "     1\tfrom inventory import allocate_quota\n     2\tfrom quotas import measure_fees\n     3\t\n     4\t\n     5\tdef solve(credit, rows):\n     6\t    score = 6\n     7\t    value = 8\n     8\t    count = 2\n     9\t    count += 6\n    10\t    items = [3, 4, 6]\n    11\t    codes = items\n    12\t    codes += [18]\n    13\t    codes = codes + [26]\n    14\t    parts = items[:]\n    15\t    parts.append(35)\n    16\t    credit += len(items) + items[-1]\n    17\t    queue = [2, 5, 8, 3]\n    18\t    limit = 0\n    19\t    for entry in queue:\n    20\t        if entry > score:\n    21\t            limit += entry\n    22\t        else:\n    23\t            limit -= 2\n    24\t    credit += limit\n    25\t    count = count + value * 2\n    26\t    scores = [7, 5, 3, 6, 2, 9]\n    27\t    nums = scores[1:len(scores) - 1]\n    28\t    credit += len(nums) + nums[-1]\n    29\t    credit += count\n    30\t    credit += score\n    31\t    credit += len(rows)\n    32\t    credit += value\n    33\t    credit = credit + sum(measure_fees(rows[:]))\n    34\t    credit = credit + allocate_quota(credit)\n    35\t    return credit"}, {"step": 3, "tool": "read_file", "args": {"path": "quotas.py"}, "ok": true, "kind": null, "output": "     1\tdef measure_fees(codes):\n     2\t    bonus = 3\n     3\t    limit = 8\n     4\t    amount = 9\n     5\t    factor = 3\n     6\t    factor = factor // 2\n     7\t    items = [0, 9]\n     8\t    values = items\n     9\t    values += [14]\n    10\t    values = values + [25]\n    11\t    queue = items[:]\n    12\t    queue.append(38)\n    13\t    codes.append(len(items) + items[-1])\n    14\t    stack = [2, 3, 8, 7]\n    15\t    count = 0\n    16\t    for elem in stack:\n    17\t        if elem > bonus:\n    18\t            count += elem\n    19\t        else:\n    20\t            count -= 3\n    21\t    codes.append(count)\n    22\t    factor = factor + amount * 2\n    23\t    marks = [0, 3, 4, 6, 1, 8]\n    24\t    bins = marks[1:len(marks) - 1]\n    25\t    codes.append(len(bins) + bins[0])\n    26\t    codes.append(factor)\n    27\t    codes.append(bonus * 2)\n    28\t    codes.append(limit * 2)\n    29\t    codes.append(amount)\n    30\t    return codes"}, {"step": 4, "tool": "read_file", "args": {"path": "inventory.py"}, "ok": true, "kind": null, "output": "     1\tfrom taxes import aggregate_budget\n     2\t\n     3\t\n     4\tdef allocate_quota(height):\n     5\t    width = 4\n     6\t    shift = 8\n     7\t    cost = 9\n     8\t    level = cost + 8\n     9\t    level += height\n    10\t    queue = [0, 4]\n    11\t    cells = queue\n    12\t    cells += [16]\n    13\t    cells = cells + [29]\n    14\t    nums = queue[:]\n    15\t    nums.append(31)\n    16\t    width += len(queue) + queue[-1]\n    17\t    slots = [8, 4, 5, 1]\n    18\t    limit = 0\n    19\t    for e in slots:\n    20\t        if e > 7:\n    21\t            limit += e\n    22\t        else:\n    23\t            limit -= 3\n    24\t    width += limit\n    25\t    level += shift\n    26\t    parts = [6, 1, 0, 4, 9, 7]\n    27\t    marks = parts[1:len(parts) - 1]\n    28\t    width += len(marks) + marks[-1]\n    29\t    width += level\n    30\t    width += shift * 2\n    31\t    width += height\n    32\t    width += cost\n    33\t    width = width + sum(aggregate_budget([2, 4], height))\n    34\t    width = width + derive_rate(height)\n    35\t    return width\n    36\t\n    37\t\n    38\tdef derive_rate(weight):\n    39\t    tally = 3\n    40\t    value = 6\n    41\t    width = 5\n    42\t    offset = 5\n    43\t    offset = offset + width * 2\n    44\t    slots = [3, 1]\n    45\t    batch = slots\n    46\t    batch += [15]\n    47\t    batch = batch + [22]\n    48\t    values = slots[:]\n    49\t    values.append(32)\n    50\t    tally += len(slots) + slots[-1]\n    51\t    parts = [9, 6, 1, 8]\n    52\t    cost = 0\n    53\t    for elem in parts:\n    54\t        if elem > 4:\n    55\t            cost += elem\n    56\t        else:\n    57\t            cost -= 1\n    58\t    tally += cost\n    59\t    offset += width\n    60\t    cells = [4, 8, 7, 3, 0]\n    61\t    bins = cells[1:len(cells) - 1]\n    62\t    tally += len(bins) + bins[-1]\n    63\t    tally += offset\n    64\t    tally += weight\n    65\t    tally += value\n    66\t    tally += width\n    67\t    return tally"}, {"step": 5, "tool": "read_file", "args": {"path": "taxes.py"}, "ok": true, "kind": null, "output": "     1\tfrom pricing import combine_rate\n     2\t\n     3\t\n     4\tdef aggregate_budget(queue, step):\n     5\t    slots = [4, 7, 9, 4]\n     6\t    delta = 8\n     7\t    depth = 9\n     8\t    depth -= 6\n     9\t    scores = [3, 6, 1]\n    10\t    stack = scores\n    11\t    stack += [19]\n    12\t    stack = stack + [29]\n    13\t    items = scores[:]\n    14\t    items.append(32)\n    15\t    queue.append(len(scores) + scores[-1])\n    16\t    batch = [7, 1, 0, 6]\n    17\t    amount = 0\n    18\t    for e in batch:\n    19\t        if e > step:\n    20\t            amount += e\n    21\t        else:\n    22\t            amount -= 2\n    23\t    queue.append(amount)\n    24\t    depth = depth + delta * 2\n    25\t    codes = [7, 2, 1, 9, 0]\n    26\t    marks = codes[1:len(codes) - 1]\n    27\t    queue.append(len(marks) + marks[-1])\n    28\t    queue.append(depth)\n    29\t    queue.append(step * 2)\n    30\t    queue.append(slots[0])\n    31\t    queue.append(delta * 2)\n    32\t    queue = queue + [combine_rate(queue[:], step)]\n    33\t    return queue"}, {"step": 6, "tool": "read_file", "args": {"path": "pricing.py"}, "ok": true, "kind": null, "output": "     1\tfrom budgeting import collect_quota\n     2\tfrom rules import collect_batch\n     3\t\n     4\t\n     5\tdef combine_rate(scores, total):\n     6\t    bonus = 8\n     7\t    quota = 6\n     8\t    rate = quota + 7\n     9\t    rate = rate * 2 - 1\n    10\t    codes = [5, 9, 6]\n    11\t    parts = codes\n    12\t    parts += [13]\n    13\t    parts = parts + [28]\n    14\t    cells = codes[:]\n    15\t    cells.append(37)\n    16\t    bonus += len(codes) + codes[-1]\n    17\t    stack = [7, 5, 2, 8, 6]\n    18\t    score = 0\n    19\t    for entry in stack:\n    20\t        if entry > 6:\n    21\t            score += entry\n    22\t        else:\n    23\t            score -= 2\n    24\t    bonus += score\n    25\t    rate = rate + quota * 2\n    26\t    bins = [2, 8, 0, 5, 6, 4]\n    27\t    values = bins[1:len(bins) - 1]\n    28\t    bonus += len(values) + values[-1]\n    29\t    bonus += rate\n    30\t    bonus += scores[0]\n    31\t    bonus += total\n    32\t    bonus += quota\n    33\t    bonus = bonus + collect_quota(total)\n    34\t    bonus = bonus + sum(collect_batch(total))\n    35\t    return bonus"}, {"step": 7, "tool": "read_file", "args": {"path": "budgeting.py"}, "ok": true, "kind": null, "output": "     1\tfrom accounts import allocate_margin\n     2\t\n     3\t\n     4\tdef collect_quota(offset):\n     5\t    reserve = 6\n     6\t    weight = 2\n     7\t    parts = [8, 7, 6, 0]\n     8\t    shift = offset + 4\n     9\t    shift = shift // 2\n    10\t    cells = [6, 6, 9]\n    11\t    batch = cells\n    12\t    batch += [17]\n    13\t    batch = batch + [20]\n    14\t    items = cells[:]\n    15\t    items.append(34)\n    16\t    reserve += len(cells) + cells[-1]\n    17\t    rows = [3, 0, 4, 6]\n    18\t    peak = 0\n    19\t    for x in rows:\n    20\t        if x > weight:\n    21\t            peak += x\n    22\t        else:\n    23\t            peak -= 1\n    24\t    reserve += peak\n    25\t    shift = shift // 2\n    26\t    nums = [5, 4, 2, 7, 3]\n    27\t    codes = nums[1:len(nums) - 1]\n    28\t    reserve += len(codes) + codes[-1]\n    29\t    reserve += shift * 2\n    30\t    reserve += weight * 2\n    31\t    reserve += len(parts)\n    32\t    reserve += offset * 2\n    33\t    reserve = reserve + sum(allocate_margin('zxya', [2, 9, 3]))\n    34\t    return reserve"}, {"step": 8, "tool": "read_file", "args": {"path": "accounts.py"}, "ok": true, "kind": null, "output": "     1\tdef allocate_margin(label, slots):\n     2\t    nums = [5, 3, 4]\n     3\t    size = 8\n     4\t    value = 9\n     5\t    value += size\n     6\t    bins = [8, 3, 2]\n     7\t    queue = bins\n     8\t    queue += [11]\n     9\t    queue = queue + [24]\n    10\t    stack = bins[:]\n    11\t    stack.append(37)\n    12\t    nums.append(len(bins) + bins[-1])\n    13\t    rows = [5, 8, 7, 0]\n    14\t    tally = 0\n    15\t    for e in rows:\n    16\t        if e > 7:\n    17\t            tally += e\n    18\t        else:\n    19\t            tally -= 3\n    20\t    nums.append(tally)\n    21\t    value = value // 2\n    22\t    cells = [8, 1, 4, 7, 2, 0]\n    23\t    items = cells[1:len(cells) - 1]\n    24\t    nums.append(len(items) + items[-1])\n    25\t    nums.append(value * 2)\n    26\t    nums.append(size)\n    27\t    nums.append(len(label))\n    28\t    nums.append(len(slots))\n    29\t    return nums"}, {"step": 9, "tool": "read_file", "args": {"path": "rules.py"}, "ok": true, "kind": null, "output": "     1\tdef collect_batch(base):\n     2\t    codes = [8, 4]\n     3\t    bins = [4, 7, 7, 2]\n     4\t    prefix = 'ab'\n     5\t    shift = base + 6\n     6\t    shift = shift + base * 2\n     7\t    batch = [4, 7]\n     8\t    marks = batch\n     9\t    marks += [17]\n    10\t    marks = marks + [25]\n    11\t    items = batch[:]\n    12\t    items.append(38)\n    13\t    codes.append(len(batch) + batch[-1])\n    14\t    queue = [6, 4, 3, 7, 0]\n    15\t    height = 0\n    16\t    for e in queue:\n    17\t        if e > 3:\n    18\t            height += e\n    19\t        else:\n    20\t            height -= 1\n    21\t    codes.append(height)\n    22\t    shift = shift + base * 2\n    23\t    stack = [0, 9, 1, 2, 3, 4]\n    24\t    rows = stack[1:len(stack) - 1]\n    25\t    codes.append(len(rows) + rows[-1])\n    26\t    codes.append(shift * 2)\n    27\t    codes.append(base)\n    28\t    codes.append(bins[0])\n    29\t    codes.append(len(prefix))\n    30\t    return codes"}, {"step": 10, "tool": "run_tests", "args": {}, "ok": true, "kind": null, "output": "tests/test_grading.py::test_solve_1 FAILED\n    assert solve(-4, [14]) == 3800\n    AssertionError: solve(-4, [14]) returned 3840\n1 failed, 0 passed"}, {"step": 11, "tool": "read_file", "args": {"path": "grading.py"}, "ok": true, "kind": null, "output": "     1\tfrom inventory import allocate_quota\n     2\tfrom quotas import measure_fees\n     3\t\n     4\t\n     5\tdef solve(credit, rows):\n     6\t    score = 6\n     7\t    value = 8\n     8\t    count = 2\n     9\t    count += 6\n    10\t    items = [3, 4, 6]\n    11\t    codes = items\n    12\t    codes += [18]\n    13\t    codes = codes + [26]\n    14\t    parts = items[:]\n    15\t    parts.append(35)\n    16\t    credit += len(items) + items[-1]\n    17\t    queue = [2, 5, 8, 3]\n    18\t    limit = 0\n    19\t    for entry in queue:\n    20\t        if entry > score:\n    21\t            limit += entry\n    22\t        else:\n    23\t            limit -= 2\n    24\t    credit += limit\n    25\t    count = count + value * 2\n    26\t    scores = [7, 5, 3, 6, 2, 9]\n    27\t    nums = scores[1:len(scores) - 1]\n    28\t    credit += len(nums) + nums[-1]\n    29\t    credit += count\n    30\t    credit += score\n    31\t    credit += len(rows)\n    32\t    credit += value\n    33\t    credit = credit + sum(measure_fees(rows[:]))\n    34\t    credit = credit + allocate_quota(credit)\n    35\t    return credit"}, {"step": 12, "tool": "edit_file", "args": {"path": "grading.py", "old": "    credit = credit + sum(measure_fees(rows[:]))", "new": "    credit = credit + sum(measure_fees(rows))"}, "ok": true, "kind": null, "output": "edited grading.py"}, {"step": 13, "tool": "run_tests", "args": {}, "ok": true, "kind": null, "output": "tests/test_grading.py::test_solve_1 FAILED\n    assert solve(-4, [14]) == 3800\n    AssertionError: solve(-4, [14]) returned 3840\n1 failed, 0 passed"}, {"step": 14, "tool": "read_file", "args": {"path": "grading.py"}, "ok": true, "kind": null, "output": "     1\tfrom inventory import allocate_quota\n     2\tfrom quotas import measure_fees\n     3\t\n     4\t\n     5\tdef solve(credit, rows):\n     6\t    score = 6\n     7\t    value = 8\n     8\t    count = 2\n     9\t    count += 6\n    10\t    items = [3, 4, 6]\n    11\t    codes = items\n    12\t    codes += [18]\n    13\t    codes = codes + [26]\n    14\t    parts = items[:]\n    15\t    parts.append(35)\n    16\t    credit += len(items) + items[-1]\n    17\t    queue = [2, 5, 8, 3]\n    18\t    limit = 0\n    19\t    for entry in queue:\n    20\t        if entry > score:\n    21\t            limit += entry\n    22\t        else:\n    23\t            limit -= 2\n    24\t    credit += limit\n    25\t    count = count + value * 2\n    26\t    scores = [7, 5, 3, 6, 2, 9]\n    27\t    nums = scores[1:len(scores) - 1]\n    28\t    credit += len(nums) + nums[-1]\n    29\t    credit += count\n    30\t    credit += score\n    31\t    credit += len(rows)\n    32\t    credit += value\n    33\t    credit = credit + sum(measure_fees(rows))\n    34\t    credit = credit + allocate_quota(credit)\n    35\t    return credit"}, {"step": 15, "tool": "read_file", "args": {"path": "quotas.py"}, "ok": true, "kind": null, "output": "     1\tdef measure_fees(codes):\n     2\t    bonus = 3\n     3\t    limit = 8\n     4\t    amount = 9\n     5\t    factor = 3\n     6\t    factor = factor // 2\n     7\t    items = [0, 9]\n     8\t    values = items\n     9\t    values += [14]\n    10\t    values = values + [25]\n    11\t    queue = items[:]\n    12\t    queue.append(38)\n    13\t    codes.append(len(items) + items[-1])\n    14\t    stack = [2, 3, 8, 7]\n    15\t    count = 0\n    16\t    for elem in stack:\n    17\t        if elem > bonus:\n    18\t            count += elem\n    19\t        else:\n    20\t            count -= 3\n    21\t    codes.append(count)\n    22\t    factor = factor + amount * 2\n    23\t    marks = [0, 3, 4, 6, 1, 8]\n    24\t    bins = marks[1:len(marks) - 1]\n    25\t    codes.append(len(bins) + bins[0])\n    26\t    codes.append(factor)\n    27\t    codes.append(bonus * 2)\n    28\t    codes.append(limit * 2)\n    29\t    codes.append(amount)\n    30\t    return codes"}, {"step": 16, "tool": "edit_file", "args": {"path": "quotas.py", "old": "    codes.append(len(items) + items[-1])", "new": "    codes.append(len(items) + items[-1]) # No change"}, "ok": true, "kind": null, "output": "edited quotas.py"}, {"step": 17, "tool": "edit_file", "args": {"path": "quotas.py", "old": "    codes.append(len(items) + items[-1]) # No change", "new": "    codes.append(len(items) + items[-1])"}, "ok": true, "kind": null, "output": "edited quotas.py"}, {"step": 18, "tool": "read_file", "args": {"path": "grading.py"}, "ok": true, "kind": null, "output": "     1\tfrom inventory import allocate_quota\n     2\tfrom quotas import measure_fees\n     3\t\n     4\t\n     5\tdef solve(credit, rows):\n     6\t    score = 6\n     7\t    value = 8\n     8\t    count = 2\n     9\t    count += 6\n    10\t    items = [3, 4, 6]\n    11\t    codes = items\n    12\t    codes += [18]\n    13\t    codes = codes + [26]\n    14\t    parts = items[:]\n    15\t    parts.append(35)\n    16\t    credit += len(items) + items[-1]\n    17\t    queue = [2, 5, 8, 3]\n    18\t    limit = 0\n    19\t    for entry in queue:\n    20\t        if entry > score:\n    21\t            limit += entry\n    22\t        else:\n    23\t            limit -= 2\n    24\t    credit += limit\n    25\t    count = count + value * 2\n    26\t    scores = [7, 5, 3, 6, 2, 9]\n    27\t    nums = scores[1:len(scores) - 1]\n    28\t    credit += len(nums) + nums[-1]\n    29\t    credit += count\n    30\t    credit += score\n    31\t    credit += len(rows)\n    32\t    credit += value\n    33\t    credit = credit + sum(measure_fees(rows))\n    34\t    credit = credit + allocate_quota(credit)\n    35\t    return credit"}, {"step": 19, "tool": "edit_file", "args": {"path": "grading.py", "old": "    credit = credit + sum(measure_fees(rows))", "new": "    credit = credit + sum(measure_fees(rows[:]))"}, "ok": true, "kind": null, "output": "edited grading.py"}, {"step": 20, "tool": "read_file", "args": {"path": "grading.py"}, "ok": true, "kind": null, "output": "     1\tfrom inventory import allocate_quota\n     2\tfrom quotas import measure_fees\n     3\t\n     4\t\n     5\tdef solve(credit, rows):\n     6\t    score = 6\n     7\t    value = 8\n     8\t    count = 2\n     9\t    count += 6\n    10\t    items = [3, 4, 6]\n    11\t    codes = items\n    12\t    codes += [18]\n    13\t    codes = codes + [26]\n    14\t    parts = items[:]\n    15\t    parts.append(35)\n    16\t    credit += len(items) + items[-1]\n    17\t    queue = [2, 5, 8, 3]\n    18\t    limit = 0\n    19\t    for entry in queue:\n    20\t        if entry > score:\n    21\t            limit += entry\n    22\t        else:\n    23\t            limit -= 2\n    24\t    credit += limit\n    25\t    count = count + value * 2\n    26\t    scores = [7, 5, 3, 6, 2, 9]\n    27\t    nums = scores[1:len(scores) - 1]\n    28\t    credit += len(nums) + nums[-1]\n    29\t    credit += count\n    30\t    credit += score\n    31\t    credit += len(rows)\n    32\t    credit += value\n    33\t    credit = credit + sum(measure_fees(rows[:]))\n    34\t    credit = credit + allocate_quota(credit)\n    35\t    return credit"}], "diff": "", "assistant": ["```tool_code\nrun_tests()\n```\n", "```tool_code\nread_file(path='grading.py')\n```", "```tool_code\nread_file(path='quotas.py')\n```", "```tool_code\nread_file(path='inventory.py')\n```", "```tool_code\nread_file(path='taxes.py')\n```", "```tool_code\nread_file(path='pricing.py')\n```", "```tool_code\nread_file(path='budgeting.py')\n```", "```tool_code\nread_file(path='accounts.py')\n```", "```tool_code\nread_file(path='rules.py')\n```", "```tool_code\nrun_tests()\n```", "```tool_code\nread_file(path='grading.py')\n```", "```tool_code\nedit_file(path='grading.py', old='    credit = credit + sum(measure_fees(rows[:]))', new='    credit = credit + sum(measure_fees(rows))')\n```", "```tool_code\nrun_tests()\n```", "```tool_code\nread_file(path='grading.py')\n```", "```tool_code\nread_file(path='quotas.py')\n```", "```tool_code\nedit_file(path='quotas.py', old='    codes.append(len(items) + items[-1])', new='    codes.append(len(items) + items[-1]) # No change')\n```\n\nWait, I need to find the bug. Let's trace `solve(-4, [14])`.\n`credit = -4`\n`score = 6`, `value = 8`, `count = 8`\n`items = [3, 4, 6]`\n`credit += 3 + 6 = 9` -> `credit = 5`\n`queue = [2, 5, 8, 3]`\n`limit`: 2<=6 (-2), 5<=6 (-2), 8>6 (+8), 3<=6 (-2) -> `limit = 2`\n`credit += 2` -> `credit = 7`\n`count = 8 + 16 = 24`\n`scores = [7, 5, 3, 6, 2, 9]`, `nums = [5, 3, 6, 2]`\n`credit += 4 + 2 = 6` -> `credit = 13`\n`credit += 24` -> `credit = 37`\n`credit += 6` -> `credit = 43`\n`credit += 1` (len([14])) -> `credit = 44`\n`credit += 8` -> `credit = 52`\n`measure_fees([14])`:\n`items = [0, 9]`\n`codes = [14]`\n`codes.append(2 + 9) = 11` -> `codes = [14, 11]`\n`stack = [2, 3, 8, 7]`, `bonus = 3`\n`count`: 2<=3 (-3), 3<=3 (-3), 8>3 (+8), 7>3 (+7) -> `count = 9`\n`codes.append(9)` -> `codes = [14, 11, 9]`\n`factor = 1 + 18 = 19`\n`marks = [0, 3, 4, 6, 1, 8]`, `bins = [3, 4, 6, 1]`\n`codes.append(4 + 3) = 7` -> `codes = [14, 11, 9, 7]`\n`codes.append(19)` -> `codes = [14, 11, 9, 7, 19]`\n`codes.append(6)` -> `codes = [14, 11, 9, 7, 19, 6]`\n`codes.append(16)` -> `codes = [14, 11, 9, 7, 19, 6, 16]`\n`codes.append(9)` -> `codes = [14, 11, 9, 7, 19, 6, 16, 9]`\n`sum(codes) = 14+11+9+7+19+6+16+9 = 91`\n`credit = 52 + 91 = 143`\n`allocate_quota(143)`:\n`width = 4`, `shift = 8`, `cost = 9`, `level = 17 + 143 = 160`\n`queue = [0, 4]`, `cells = [0, 4, 16, 29]`\n`width += 2 +\n...[7794 chars clipped]...\n + 9 + 10 + 37 + 2 + 129 + 6 + collect_quota(129)`.\n`collect_quota(129)`:\n`shift = (129 + 4) // 2 // 2 = 133 // 2 // 2 = 66 // 2 = 33`.\n`reserve = 6 + 12 + 12 + 10 + 33 * 2 + 4 + 4 + 129 * 2 = 40 + 66 + 8 + 258 = 372`.\n`bonus = 101 + 372 + sum(collect_batch(129))`.\n`collect_batch(129)`:\n`shift = 129 + 6 + 258 = 393`.\n`height = 15`.\n`codes = [8, 4, 9, 15, 7, 393 * 2, 129, 4, 2] = [8, 4, 9, 15, 7, 786, 129, 4, 2]`.\n`sum = 964`.\n`bonus = 101 + 372 + 964 = 1437`.\n`sum(queue) = 2+4+4-8+12+19+19+4+16+1437 = 1511`.\n`width = 326 + 1511 + derive_rate(129)`.\n`derive_rate(129)`:\n`tally = 3 + 3 + 22 + 6 + 20 + 129 + 6 + 5 = 194`.\n`width = 326 + 1511 + 194 = 2031`.\nStill not 3800.\n\nLet's look at `grading.py` again.\n`credit = credit + sum(measure_fees(rows[:]))`\nWait, `measure_fees` modifies the list it's given.\n`rows[:]` creates a copy.\nSo `measure_fees(rows[:])` modifies the copy and returns it.\nThe original `rows` remains `[14]`.\nThis is what I assumed.\n\nWhat if the bug is in `quotas.py`?\n`codes.append(len(items) + items[-1])`\n`items` is `[0, 9]`. `len(items) + items[-1] = 2 + 9 = 11`.\n`codes.append(count)`\n`count` was 9.\n`codes.append(len(bins) + bins[0])`\n`bins` is `[3, 4, 6, 1]`. `len(bins) + bins[0] = 4 + 3 = 7`.\n`codes.append(factor)`\n`factor` was 19.\n`codes.append(bonus * 2)`\n`bonus` is 3. `3 * 2 = 6`.\n`codes.append(limit * 2)`\n`limit` is 8. `8 * 2 = 16`.\n`codes.append(amount)`\n`amount` is 9.\n\nWait, `measure_fees` returns `codes`.\n`codes` was `rows[:]`.\nIf `rows` is `[14]`, `codes", "```tool_code\nedit_file(path='quotas.py', old='    codes.append(len(items) + items[-1]) # No change', new='    codes.append(len(items) + items[-1])')\n```", "```tool_code\nread_file(path='grading.py')\n```", "```tool_code\nedit_file(path='grading.py', old='    credit = credit + sum(measure_fees(rows))', new='    credit = credit + sum(measure_fees(rows[:]))')\n```", "```tool_code\nread_file(path='grading.py')\n```"]}
Reasoning not captured

(no reasoning captured)

Realized dims 34
dimvalue
bug_distance1.0
calls_to_first_cause_read3.0
clone_trap0.0
distractor_modules0.0
edit_nomatch0.0
edit_nonunique0.0
files_read8.0
files_read_on_path2.0
hidden_inputs4.0
inlined0.0
lines293.0
lookalike_twins0.0
max_fanout2.0
n_bugs1.0
n_calls20.0
n_crossing_edges7.0
n_edges8.0
n_edits4.0
n_errors0.0
n_files8.0
n_funcs9.0
n_modules8.0
n_neighbors0.0
n_reads13.0
n_searches0.0
n_test_runs3.0
path_crosses_every_hop1.0
protocol_version2.0
ran_tests_after_last_edit0.0
test_edit_attempts0.0
tokens_in_total93485.0
truncated_turns1.0
unknown_tool0.0
whole_file_rewrite0.0
Latent params 18
paramvalue
bug_distance1.0
bug_mix0.0
clone_trap0.0
distractor_modules0.0
fanout2.0
graph_tools0.0
hidden_inputs4.0
inline_p0.25
lookalike_names0.0
misleading_comments0.0
n_bugs1.0
n_funcs8.0
n_modules8.0
n_statements8.0
opaque_names0.0
restate_imports0.0
restate_symbols0.0
tool_budget20.0