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bugsinpy_v2: refreshed release with current v1 tasks, uniform card and trace statistics
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{
"scope": "All attempts in the published trace Parquets of this folder.",
"created_at": "2026-10-17T19:09:03.027557+00:00",
"input_rows": 15648,
"duplicate_records_removed": 0,
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"unique_tasks": 489,
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"all_attempts": {
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"graded": 15648,
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"turns": {
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"trajectories_above_90_percent_context": 1418,
"latency_seconds": {
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"agent": {
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"verifier": {
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"trial": {
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},
"tools": {
"bash_command": {
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"failed": null,
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"mark_task_complete": {
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},
"tool_steps": 860955,
"tool_steps_without_output": 0,
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"terminations": {
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},
"command_distribution": {
"\n": 4.668248938696449e-05,
"\n\n def __init__(self, values, categories=None, ordered=False, dtype=None):\n # Minimal implementation\n from pandas.core.arrays.categorical import Categorical\n self._categories = categories\n self._ordered = ordered\n self._codes = None\n self._values = values\n\n @classmethod\n def is_dtype_equal(cls, left, right):\n return left._categories.equals(right._categories) and left._ordered == right._ordered\n\n def min(self):\n return self._categories.min()\n\n def max(self):\n return self._categories.max()\n\n @classmethod\n def factorize_from_iterables(cls, arrays, sort=False, size_hint=None):\n from pandas.core.arrays.categorical import factorize_from_iterables\n return factorize_from_iterables(arrays, sort=sort, size_hint=size_hint)\n\n @property\n def _reverse_indexer(self):\n return self._reverse_indexer\n\n @property\n def ordered(self):\n return self._ordered\n\n @property\n def codes(self):\n return self._codes\n\n def tolist(self):\n return self._values.tolist()": 1.9846562257871938e-07,
"\n ": 4.99265081799591e-07,
"\n if dtype == \"Int64\" and copy is False:\n return self\n\n if isinstance(dtype, (str, BooleanDtype)):\n if dtype == \"boolean\" or (isinstance(dtype, BooleanDtype) and dtype.name == \"boolean\"):\n # Convert zero to False, nonzero to True, preserve None\n result = (self._data != 0).astype(\"bool\")\n # Construct BooleanArray with data and mask\n from pandas.core.arrays import BooleanArray\n return BooleanArray(data=result, mask=self._mask)\n\n # ... (rest of the method remains unchanged)\n": 3.68333893200851e-07,
"\n if dtype == \\\"Int64\\\" and copy is False:\n return self\n\n if isinstance(dtype, (str, BooleanDtype)):\n if dtype == \\\"boolean\\\" or (isinstance(dtype, BooleanDtype) and dtype.name == \\\"boolean\\\"):\n # Convert zero to False, nonzero to True, preserve None\n result = (self._data != 0).astype(\\\"bool\\\")\n # Construct BooleanArray with data and mask\n from pandas.core.arrays import BooleanArray\n return BooleanArray(data=result, mask=self._mask)\n\n # ... (rest of the method remains unchanged)\n": 1.841669466004255e-07,
"\n # Ensure key is a tuple of integers, one per axis\n if len(key) != self.ndim:\n return False\n for k in key:\n if not is_integer(k):\n return False\n return True\n": 1.2126362518092532e-07,
"\n # Handle None and NaT\n if other is None or isna(other):\n return self._where(cond, other)\n\n # Convert other to array-like\n other = self._maybe_cast_other(other)\n\n # Check dtype compatibility\n if isinstance(other, Categorical):\n if not hasattr(other.categories, 'dtype'):\n raise TypeError(Where": 2.1231206136328122e-07,
"\n # If the Timestamps have a timezone that is not UTC,\n # convert them into their i8 representation while\n # keeping their timezone and not using UTC\n timestamps = self._local_timestamps()\n\n # Use the fields module to compute ISO calendar components\n from pandas.core.arrays import fields\n return fields.isocalendar(timestamps)'''\n # Find the end of the class definition or insert before the last method\n lines = content.splitlines()\n insert_pos = -1\n for i, line in enumerate(lines):\n if line.strip().startswith('class DatetimeArray'):\n continue\n if line.strip().startswith(' def ') and i > 0:\n # Insert before the next method\n insert_pos = i\n break\n if insert_pos == -1:\n insert_pos = len(lines)\n # Insert the method\n lines.insert(insert_pos, method)\n new_content = '\\n'.join(lines)\n path.write_text(new_content)\n print('isocalendar method added successfully')": 1.3983792225459004e-07,
"\n future = Future()\n # Ensure the iterator is not garbage-collected before the future resolves\n # by holding a reference in the future's closure.\n self._next_future = future\n def callback():\n try:\n result = next(self._iterator)\n future.set_result(result)\n except StopIteration:\n future.set_result(None)\n except Exception as e:\n future.set_exception(e)\n self._iterator.add_done_callback(callback)\n return future\n''')": 8.193068009018929e-07,
"\n if dtype == boolean or isinstance(dtype, BooleanDtype):\n data = (self._data != 0).astype(bool)\n mask = self._mask\n from pandas import array\n return array(data, dtype=boolean, mask=mask, copy=False)\n\n return super().astype(dtype, copy=copy)\n''')": 1.5511148172414476e-07,
"\n if inplace:\n # Modify in place\n if to_replace not in self.categories:\n # If to_replace is not a category, do nothing\n return None\n \n # Handle NA value\n if isna(value):\n # Remove to_replace from categories\n new_categories = self.categories.drop(to_replace)\n # Update codes to reflect missing values\n new_codes = np.where(self._codes == self.categories.get_loc(to_replace), -1, self._codes)\n self._codes = new_codes\n self._dtype = CategoricalDtype(new_categories)\n return None\n \n # If value is already a category\n if value in self.categories:\n # Replace all occurrences of to_replace with value\n # and remove to_replace from categories\n new_codes = np.where(self._codes == self.categories.get_loc(to_replace), self.categories.get_loc(value), self._codes)\n new_categories = self.categories.drop(to_replace)\n self._codes = new_codes\n self._dtype = CategoricalDtype(new_categories)\n return None\n \n # If value is not a category, rename to_replace to value\n new_categories = self.categories.copy()\n new_categories = new_categories.set_value(self.categories.get_loc(to_replace), value)\n self._codes = np.where(self._codes == self.categories.get_loc(to_replace), new_categories.get_loc(value), self._codes)\n self._dtype = CategoricalDtype(new_categories)\n return None\n \n # Return new Categorical\n if to_replace not in self.categories:\n # If to_replace is not a category, return a copy\n return type(self)(self._codes, dtype=self.dtype)\n \n # Handle NA value\n if isna(value):\n # Remove to_replace from categories\n new_categories = self.categories.drop(to_replace)\n new_codes = np.where(self._codes == self.categories.get_loc(to_replace), -1, self._codes)\n return type(self)(new_codes, dtype=CategoricalDtype(new_categories))\n \n # If value is already a category\n if value in self.categories:\n # Replace all occurrences of to_replace with value\n # and remove to_replace from categories\n new_codes = np.where(self._codes == self.categories.get_loc(to_replace), self.categories.get_loc(value), self._codes)\n new_categories = self.categories.drop(to_replace)\n return type(self)(new_codes, dtype=CategoricalDtype(new_categories))\n \n # If value is not a category, rename to_replace to value\n new_categories = self.categories.copy()\n new_categories = new_categories.set_value(self.categories.get_loc(to_replace), value)\n new_codes = np.where(self._codes == self.categories.get_loc(to_replace), new_categories.get_loc(value), self._codes)\n return type(self)(new_codes, dtype=CategoricalDtype(new_categories))": 3.1793995258879424e-07,
"\n if self._dtype.ordered:\n if inplace:\n return None\n return self\n\n if inplace:\n self._dtype = CategoricalDtype(self._categories, ordered=True)\n return None\n\n return Categorical(\n codes=self._codes,\n categories=self._categories,\n ordered=True,\n dtype=self._dtype\n )": 7.140327426854486e-08,
"\n return Categorical(self._values, categories=categories, ordered=self._ordered)\n": 8.63593655004698e-08,
"\n return False\n": 7.092778076620161e-07,
"\n self.filepath_or_buffer.seek(0, 2)\n total_records_length = self.filepath_or_buffer.tell() - self.record_start\n\n if total_records_length % 80 != 0:\n warnings.warn(xport": 3.043139546207031e-07,
"\n a, b = self.get_view_interval()\n if inverted:\n self.set_view_interval(max(a, b), min(a, b), ignore=True)\n self.figure.canvas.draw_idle()\n": 1.383245248275923e-07,
"\n if dilation_rate == (1, 1):\n return backend.conv2d_transpose(\n inputs,\n kernel,\n output_shape,\n strides=strides,\n padding=padding,\n data_format=data_format\n )\n else:\n # Use atrous_conv2d_transpose for dilation\n return backend.atrous_conv2d_transpose(\n inputs,\n kernel,\n output_shape,\n strides=strides,\n padding=padding,\n data_format=data_format,\n dilation_rate=dilation_rate\n )\n": 3.9206092313096717e-07,
"\n if format is None:\n buffer_error_msg = (\n If": 1.1251044096892192e-07,
"\n if isinstance(status, str):\n status = int(status)\n if HTTPStatus(status).phrase:\n return f'{status} {HTTPStatus(status).phrase}'\n return f'{status} Unknown Status'\n": 1.0650988411724609e-06,
"\n if item is None or item is pd.NaT or (isinstance(item, np.ndarray) and item.size == 0):\n return arr._hasna\n if isinstance(item, (np.datetime64, np.timedelta64, np.datetime64, np.timedelta64)) and item == np.datetime64('NaT'):\n return arr._dtype.kind == 'M' and arr._hasna\n if isinstance(item, (np.timedelta64, np.timedelta64)) and item == np.timedelta64('NaT'):\n return arr._dtype.kind == 'm' and arr._hasna\n return item in arr._values": 1.9846562257871938e-07,
"\n if not is_numeric_dtype(values.dtype):\n if is_timedelta64_dtype(values.dtype):\n raise TypeError(reduction": 8.624282114756767e-08,
"\n pass\n": 3.2113532899672185e-07,
"\nRead JSON\n": 1.0356903497595356e-06,
"\ncat": 4.311894649317963e-07,
"\ncurl": 1.7556574305040565e-07,
"\nprintf": 2.556237218813906e-07,
"\nsed": 2.556237218813906e-07,
"\nwget": 3.511314861008113e-07,
"\u001b:1656": 5.0939509795204645e-06,
"\u001b:q!": 3.550329470574869e-06,
"\u001b:wq": 1.2081907437618113e-05,
"\u001b:wq!": 7.938624903148776e-08,
" pass": 5.649143025003108e-07,
" raise KeyError(key)": 1.9404634758202729e-07,
" analyze_all_pipes(self.pipeline)#; }": 5.862929400949326e-07,
" if isinstance(x, (pd.Series, np.ndarray)) and x.dtype == bool:\\n x = x.astype(int)\\n elif isinstance(x, list):\\n x = np.array(x).astype(int)": 8.994501121794179e-08,
" rs = data.div(shifted.groupby(level=0).first()) - 1#": 4.079101944915807e-07,
" rs = data.div(shifted.groupby(level=0).first()) - 1|": 6.798503241526345e-08,
" % entity": 3.0724005033820985e-06,
" in the fragment.": 6.455144491954308e-07,
"!=:": 1.4861844295429685e-06,
"\"\\\\": 7.793406154920446e-07,
"%3Fjs_to_json%3F": 5.325494205862303e-06,
"%B %d %Y,": 2.004429553497989e-06,
"%Y,": 2.004429553497989e-06,
"%Y-%m,": 2.004429553497989e-06,
"%Y-%m-%d,": 2.004429553497989e-06,
"%Y-%m-%dT%H:%M:%S.%f": 6.726940049510278e-07,
"%b %d %Y,": 2.004429553497989e-06,
"%d %B %Y,": 2.004429553497989e-06,
"%s": 3.0724005033820985e-06,
"'": 4.676043692952267e-06,
"'quantile' cannot be performed against 'object' dtypes!": 1.0905448885724855e-07,
"(if": 3.227572245977154e-07,
")\n": 4.99265081799591e-07,
") f.write(": 5.809630042758877e-06,
") f_out.write(": 1.7731125217206284e-05,
"))": 6.554454407215143e-07,
"), text)\\n": 2.4579204027056787e-06,
"); new_lines.append(": 9.668068149825666e-08,
",\n ": 1.5976482617586914e-05,
", ": 3.6631686159643183e-06,
", lambda m: _htmlentity_transform(m.group(0)), s)": 3.570163713427243e-07,
", u": 4.99265081799591e-07,
", xml_str)": 3.550329470574869e-06,
", xml_str)\n": 1.4524075106897192e-06,
", xml_str)\\\\n": 4.99265081799591e-07,
",w": 2.6643796885246106e-06,
"--conf": 2.467410442870566e-07,
"...": 2.181089777144971e-07,
"...updated docstring with example...": 1.3313735514655758e-06,
"._get_grouper": 2.1663027278083948e-07,
".join(map(re.escape, COMPARISON_OPERATORS.keys())))": 7.938624903148775e-07,
".join(query_parts)\\n\\n # Handle fragments\\n fragment = if not keep_fragments else fragment\\n\\n return urlunparse((scheme, netloc.lower(), path, params, query, fragment))": 1.1211566749183797e-06,
"0": 1.6314663197936767e-05,
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"0G": 2.148098503204963e-06,
"0a": 2.815239227768619e-07,
"0i": 5.087656600551948e-06,
"1": 5.5968661775757674e-06,
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"134": 4.122963256151461e-06,
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"\n": 9.336497877392898e-05,
"\n\n def __init__(self, values, categories=None, ordered=False, dtype=None):\n # Minimal implementation\n from pandas.core.arrays.categorical import Categorical\n self._categories = categories\n self._ordered = ordered\n self._codes = None\n self._values = values\n\n @classmethod\n def is_dtype_equal(cls, left, right):\n return left._categories.equals(right._categories) and left._ordered == right._ordered\n\n def min(self):\n return self._categories.min()\n\n def max(self):\n return self._categories.max()\n\n @classmethod\n def factorize_from_iterables(cls, arrays, sort=False, size_hint=None):\n from pandas.core.arrays.categorical import factorize_from_iterables\n return factorize_from_iterables(arrays, sort=sort, size_hint=size_hint)\n\n @property\n def _reverse_indexer(self):\n return self._reverse_indexer\n\n @property\n def ordered(self):\n return self._ordered\n\n @property\n def codes(self):\n return self._codes\n\n def tolist(self):\n return self._values.tolist()": 3.9693124515743877e-07,
"\n ": 9.98530163599182e-07,
"\n if dtype == \"Int64\" and copy is False:\n return self\n\n if isinstance(dtype, (str, BooleanDtype)):\n if dtype == \"boolean\" or (isinstance(dtype, BooleanDtype) and dtype.name == \"boolean\"):\n # Convert zero to False, nonzero to True, preserve None\n result = (self._data != 0).astype(\"bool\")\n # Construct BooleanArray with data and mask\n from pandas.core.arrays import BooleanArray\n return BooleanArray(data=result, mask=self._mask)\n\n # ... (rest of the method remains unchanged)\n": 7.36667786401702e-07,
"\n if dtype == \\\"Int64\\\" and copy is False:\n return self\n\n if isinstance(dtype, (str, BooleanDtype)):\n if dtype == \\\"boolean\\\" or (isinstance(dtype, BooleanDtype) and dtype.name == \\\"boolean\\\"):\n # Convert zero to False, nonzero to True, preserve None\n result = (self._data != 0).astype(\\\"bool\\\")\n # Construct BooleanArray with data and mask\n from pandas.core.arrays import BooleanArray\n return BooleanArray(data=result, mask=self._mask)\n\n # ... (rest of the method remains unchanged)\n": 3.68333893200851e-07,
"\n # Ensure key is a tuple of integers, one per axis\n if len(key) != self.ndim:\n return False\n for k in key:\n if not is_integer(k):\n return False\n return True\n": 2.4252725036185064e-07,
"\n # Handle None and NaT\n if other is None or isna(other):\n return self._where(cond, other)\n\n # Convert other to array-like\n other = self._maybe_cast_other(other)\n\n # Check dtype compatibility\n if isinstance(other, Categorical):\n if not hasattr(other.categories, 'dtype'):\n raise TypeError(Where": 4.2462412272656244e-07,
"\n # If the Timestamps have a timezone that is not UTC,\n # convert them into their i8 representation while\n # keeping their timezone and not using UTC\n timestamps = self._local_timestamps()\n\n # Use the fields module to compute ISO calendar components\n from pandas.core.arrays import fields\n return fields.isocalendar(timestamps)'''\n # Find the end of the class definition or insert before the last method\n lines = content.splitlines()\n insert_pos = -1\n for i, line in enumerate(lines):\n if line.strip().startswith('class DatetimeArray'):\n continue\n if line.strip().startswith(' def ') and i > 0:\n # Insert before the next method\n insert_pos = i\n break\n if insert_pos == -1:\n insert_pos = len(lines)\n # Insert the method\n lines.insert(insert_pos, method)\n new_content = '\\n'.join(lines)\n path.write_text(new_content)\n print('isocalendar method added successfully')": 2.796758445091801e-07,
"\n future = Future()\n # Ensure the iterator is not garbage-collected before the future resolves\n # by holding a reference in the future's closure.\n self._next_future = future\n def callback():\n try:\n result = next(self._iterator)\n future.set_result(result)\n except StopIteration:\n future.set_result(None)\n except Exception as e:\n future.set_exception(e)\n self._iterator.add_done_callback(callback)\n return future\n''')": 1.6386136018037857e-06,
"\n if dtype == boolean or isinstance(dtype, BooleanDtype):\n data = (self._data != 0).astype(bool)\n mask = self._mask\n from pandas import array\n return array(data, dtype=boolean, mask=mask, copy=False)\n\n return super().astype(dtype, copy=copy)\n''')": 3.102229634482895e-07,
"\n if inplace:\n # Modify in place\n if to_replace not in self.categories:\n # If to_replace is not a category, do nothing\n return None\n \n # Handle NA value\n if isna(value):\n # Remove to_replace from categories\n new_categories = self.categories.drop(to_replace)\n # Update codes to reflect missing values\n new_codes = np.where(self._codes == self.categories.get_loc(to_replace), -1, self._codes)\n self._codes = new_codes\n self._dtype = CategoricalDtype(new_categories)\n return None\n \n # If value is already a category\n if value in self.categories:\n # Replace all occurrences of to_replace with value\n # and remove to_replace from categories\n new_codes = np.where(self._codes == self.categories.get_loc(to_replace), self.categories.get_loc(value), self._codes)\n new_categories = self.categories.drop(to_replace)\n self._codes = new_codes\n self._dtype = CategoricalDtype(new_categories)\n return None\n \n # If value is not a category, rename to_replace to value\n new_categories = self.categories.copy()\n new_categories = new_categories.set_value(self.categories.get_loc(to_replace), value)\n self._codes = np.where(self._codes == self.categories.get_loc(to_replace), new_categories.get_loc(value), self._codes)\n self._dtype = CategoricalDtype(new_categories)\n return None\n \n # Return new Categorical\n if to_replace not in self.categories:\n # If to_replace is not a category, return a copy\n return type(self)(self._codes, dtype=self.dtype)\n \n # Handle NA value\n if isna(value):\n # Remove to_replace from categories\n new_categories = self.categories.drop(to_replace)\n new_codes = np.where(self._codes == self.categories.get_loc(to_replace), -1, self._codes)\n return type(self)(new_codes, dtype=CategoricalDtype(new_categories))\n \n # If value is already a category\n if value in self.categories:\n # Replace all occurrences of to_replace with value\n # and remove to_replace from categories\n new_codes = np.where(self._codes == self.categories.get_loc(to_replace), self.categories.get_loc(value), self._codes)\n new_categories = self.categories.drop(to_replace)\n return type(self)(new_codes, dtype=CategoricalDtype(new_categories))\n \n # If value is not a category, rename to_replace to value\n new_categories = self.categories.copy()\n new_categories = new_categories.set_value(self.categories.get_loc(to_replace), value)\n new_codes = np.where(self._codes == self.categories.get_loc(to_replace), new_categories.get_loc(value), self._codes)\n return type(self)(new_codes, dtype=CategoricalDtype(new_categories))": 6.358799051775885e-07,
"\n if self._dtype.ordered:\n if inplace:\n return None\n return self\n\n if inplace:\n self._dtype = CategoricalDtype(self._categories, ordered=True)\n return None\n\n return Categorical(\n codes=self._codes,\n categories=self._categories,\n ordered=True,\n dtype=self._dtype\n )": 1.428065485370897e-07,
"\n return Categorical(self._values, categories=categories, ordered=self._ordered)\n": 1.727187310009396e-07,
"\n self.filepath_or_buffer.seek(0, 2)\n total_records_length = self.filepath_or_buffer.tell() - self.record_start\n\n if total_records_length % 80 != 0:\n warnings.warn(xport": 6.086279092414062e-07,
"\n a, b = self.get_view_interval()\n if inverted:\n self.set_view_interval(max(a, b), min(a, b), ignore=True)\n self.figure.canvas.draw_idle()\n": 2.766490496551846e-07,
"\n if dilation_rate == (1, 1):\n return backend.conv2d_transpose(\n inputs,\n kernel,\n output_shape,\n strides=strides,\n padding=padding,\n data_format=data_format\n )\n else:\n # Use atrous_conv2d_transpose for dilation\n return backend.atrous_conv2d_transpose(\n inputs,\n kernel,\n output_shape,\n strides=strides,\n padding=padding,\n data_format=data_format,\n dilation_rate=dilation_rate\n )\n": 7.841218462619343e-07,
"\n if format is None:\n buffer_error_msg = (\n If": 2.2502088193784383e-07,
"\n if isinstance(status, str):\n status = int(status)\n if HTTPStatus(status).phrase:\n return f'{status} {HTTPStatus(status).phrase}'\n return f'{status} Unknown Status'\n": 2.1301976823449218e-06,
"\n if item is None or item is pd.NaT or (isinstance(item, np.ndarray) and item.size == 0):\n return arr._hasna\n if isinstance(item, (np.datetime64, np.timedelta64, np.datetime64, np.timedelta64)) and item == np.datetime64('NaT'):\n return arr._dtype.kind == 'M' and arr._hasna\n if isinstance(item, (np.timedelta64, np.timedelta64)) and item == np.timedelta64('NaT'):\n return arr._dtype.kind == 'm' and arr._hasna\n return item in arr._values": 3.9693124515743877e-07,
"\n if not is_numeric_dtype(values.dtype):\n if is_timedelta64_dtype(values.dtype):\n raise TypeError(reduction": 1.7248564229513534e-07,
"\n pass\n": 6.422706579934437e-07,
"\ncat": 8.623789298635926e-07,
"\ncurl": 3.511314861008113e-07,
"\nprintf": 5.112474437627812e-07,
"\nsed": 5.112474437627812e-07,
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" % entity": 6.144801006764197e-06,
" in the fragment.": 1.2910288983908617e-06,
"\"\\\\": 1.5586812309840891e-06,
"%B %d %Y,": 4.008859106995978e-06,
"%Y,": 4.008859106995978e-06,
"%Y-%m,": 4.008859106995978e-06,
"%Y-%m-%d,": 4.008859106995978e-06,
"%b %d %Y,": 4.008859106995978e-06,
"%d %B %Y,": 4.008859106995978e-06,
"%s": 6.144801006764197e-06,
"'": 9.352087385904534e-06,
"'quantile' cannot be performed against 'object' dtypes!": 2.181089777144971e-07,
"(if": 6.455144491954308e-07,
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",\n ": 3.195296523517383e-05,
", ": 4.049110028321065e-06,
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"...": 4.362179554289942e-07,
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