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Explain this Pythoncode:Python code: # dataframe: a data-frame implementation using method piping # # Copyright (C) 2016 Simon Dirmeier # # This file is part of dataframe. # # dataframe is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # # dataframe is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with dataframe. If not, see <http://www.gnu.org/licenses/>. # # # @author = 'Simon Dirmeier' # @email = 'mail@simon-dirmeier.net' from itertools import chain import tabulate from ._dataframe_column import DataFrameColumn from ._dataframe_row import DataFrameRow class DataFrameColumnSet: def __init__(self, **kwargs): self.__data_columns = [] self.__nrow = -1 self.cbind(**kwargs) def __getitem__(self, item): if isinstance(item, int): return self.__data_columns[item] raise ValueError("Item should be integer!") def __iter__(self): for col in self.__data_columns: yield col def __str__(self): stri = "\nA dataframe" ta = [] for col in self.__data_columns: vals = col.values if len(vals) > 10: vals = list(chain(vals[:3], "...", vals[-3:])) ta.append(vals) ta = tabulate.tabulate(zip(*ta), headers=self.colnames) return stri + "\n\n" + ta.__str__() @property def nrow(self): return self.__nrow @property def ncol(self): return len(self.colnames) @property def colnames(self): return [x.colname for x in self.__data_columns] def rows(self, idxs): return [self.row(i) for i in idxs] def row(self, idx): """ Returns DataFrameRow of the DataFrame given its index. :param idx: the index of the row in the DataFrame. :return: returns a DataFrameRow """ return DataFrameRow(idx, [x[idx] for x in self], self.colnames) def which_colnames(self, *args): idx = [] for i in range(len(self.__data_columns)): if self.colnames[i] in args: idx.append(i) return idx def cbind(self, **columns): keys = sorted([x for x in columns.keys()]) for k in keys: self.__cbind(DataFrameColumn(str(k), columns.get(k))) ... [1 more functiondefs truncated] ...
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Functions: __init__, __getitem__, __iter__, __str__, nrow Classes: DataFrameColumnSet This code demonstrates Pythoncode:Python programming.
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advanced
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api
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code_explanation
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Pythoncode:Python
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# dataframe: a data-frame implementation using method piping\n#\n# Copyright (C) 2016 Simon Dirmeier\n#\n# This file is part of dataframe.\n#\n# dataframe is free software: you can redistribute it and/or modify\n# it under the terms of the GNU General Public License as published by\n# the Free Software Foundation, either version 3 of the License, or\n# (at your option) any later version.\n#\n# dataframe is distributed in the hope that it will be useful,\n# but WITHOUT ANY WARRANTY; without even the implied warranty of\n# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n# GNU General Public License for more details.\n#\n# You should have received a copy of the GNU General Public License\n# along with dataframe. If not, see <http://www.gnu.org/licenses/>.\n#\n#\n# @author = 'Simon Dirmeier'\n# @email = 'mail@simon-dirmeier.net'\n\n\nfrom itertools import chain\nimport tabulate\nfrom ._dataframe_column import DataFrameColumn\nfrom ._dataframe_row import DataFrameRow\n\n\nclass DataFrameColumnSet:\n def __init__(self, **kwargs):\n self.__data_columns = []\n self.__nrow = -1\n self.cbind(**kwargs)\n\n def __getitem__(self, item):\n if isinstance(item, int):\n return self.__data_columns[item]\n raise ValueError(\"Item should be integer!\")\n\n def __iter__(self):\n for col in self.__data_columns:\n yield col\n\n def __str__(self):\n stri = \"\\nA dataframe\"\n ta = []\n for col in self.__data_columns:\n vals = col.values\n if len(vals) > 10:\n vals = list(chain(vals[:3], \"...\", vals[-3:]))\n ta.append(vals)\n ta = tabulate.tabulate(zip(*ta), headers=self.colnames)\n return stri + \"\\n\\n\" + ta.__str__()\n\n @property\n def nrow(self):\n return self.__nrow\n\n @property\n def ncol(self):\n return len(self.colnames)\n\n @property\n def colnames(self):\n return [x.colname for x in self.__data_columns]\n\n def rows(self, idxs):\n return [self.row(i) for i in idxs]\n\n def row(self, idx):\n \"\"\"\n Returns DataFrameRow of the DataFrame given its index.\n\n :param idx: the index of the row in the DataFrame.\n :return: returns a DataFrameRow\n \"\"\"\n return DataFrameRow(idx, [x[idx] for x in self], self.colnames)\n\n def which_colnames(self, *args):\n idx = []\n for i in range(len(self.__data_columns)):\n if self.colnames[i] in args:\n idx.append(i)\n return idx\n\n def cbind(self, **columns):\n keys = sorted([x for x in columns.keys()])\n for k in keys:\n self.__cbind(DataFrameColumn(str(k), columns.get(k)))\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, __getitem__, __iter__, __str__, nrow\n Classes: DataFrameColumnSet\n This code demonstrates Pythoncode:Python programming."}]
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b9a7d3f5b98af28c51ffb55578408fad9a1d3f99
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: # Copyright 2017 Google Inc. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def repositories(): # Call the core "repositories" function to reduce boilerplate. # This is idempotent if folks call it themselves. _repositories() excludes = native.existing_rules().keys() if "java_image_base" not in excludes: container_pull( name = "java_image_base", registry = "gcr.io", repository = "distroless/java", digest = _JAVA_DIGESTS["latest"], ) if "java_debug_image_base" not in excludes: container_pull( name = "java_debug_image_base", registry = "gcr.io", repository = "distroless/java", digest = _JAVA_DIGESTS["debug"], ) if "jetty_image_base" not in excludes: container_pull( name = "jetty_image_base", registry = "gcr.io", repository = "distroless/java/jetty", digest = _JETTY_DIGESTS["latest"], ) if "jetty_debug_image_base" not in excludes: container_pull( name = "jetty_debug_image_base", registry = "gcr.io",
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repository = "distroless/java/jetty", digest = _JETTY_DIGESTS["debug"], ) if "servlet_api" not in excludes: native.maven_jar( name = "javax_servlet_api", artifact = "javax.servlet:javax.servlet-api:3.0.1", ) DEFAULT_JAVA_BASE = select({ "@io_bazel_rules_docker//:fastbuild": "@java_image_base//image", "@io_bazel_rules_docker//:debug": "@java_debug_image_base//image", "@io_bazel_rules_docker//:optimized": "@java_image_base//image", "//conditions:default": "@java_image_base//image", }) DEFAULT_JETTY_BASE = select({ "@io_bazel_rules_docker//:fastbuild": "@jetty_image_base//image", "@io_bazel_rules_docker//:debug": "@jetty_debug_image_base//image", "@io_bazel_rules_docker//:optimized": "@jetty_image_base//image", "//conditions:default": "@jetty_image_base//image", }) load( "//container:container.bzl", _container = "container", ) ... [7 more functiondefs truncated] ...
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intermediate
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testing
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code_completion
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Pythoncode:Python
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2017 Google Inc. All rights reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\ndef repositories():\n # Call the core \"repositories\" function to reduce boilerplate.\n # This is idempotent if folks call it themselves.\n _repositories()\n\n excludes = native.existing_rules().keys()\n if \"java_image_base\" not in excludes:\n container_pull(\n name = \"java_image_base\",\n registry = \"gcr.io\",\n repository = \"distroless/java\",\n digest = _JAVA_DIGESTS[\"latest\"],\n )\n if \"java_debug_image_base\" not in excludes:\n container_pull(\n name = \"java_debug_image_base\",\n registry = \"gcr.io\",\n repository = \"distroless/java\",\n digest = _JAVA_DIGESTS[\"debug\"],\n )\n if \"jetty_image_base\" not in excludes:\n container_pull(\n name = \"jetty_image_base\",\n registry = \"gcr.io\",\n repository = \"distroless/java/jetty\",\n digest = _JETTY_DIGESTS[\"latest\"],\n )\n if \"jetty_debug_image_base\" not in excludes:\n container_pull(\n name = \"jetty_debug_image_base\",\n registry = \"gcr.io\","}, {"role": "assistant", "content": "\n repository = \"distroless/java/jetty\",\n digest = _JETTY_DIGESTS[\"debug\"],\n )\n if \"servlet_api\" not in excludes:\n native.maven_jar(\n name = \"javax_servlet_api\",\n artifact = \"javax.servlet:javax.servlet-api:3.0.1\",\n )\n\nDEFAULT_JAVA_BASE = select({\n \"@io_bazel_rules_docker//:fastbuild\": \"@java_image_base//image\",\n \"@io_bazel_rules_docker//:debug\": \"@java_debug_image_base//image\",\n \"@io_bazel_rules_docker//:optimized\": \"@java_image_base//image\",\n \"//conditions:default\": \"@java_image_base//image\",\n})\n\nDEFAULT_JETTY_BASE = select({\n \"@io_bazel_rules_docker//:fastbuild\": \"@jetty_image_base//image\",\n \"@io_bazel_rules_docker//:debug\": \"@jetty_debug_image_base//image\",\n \"@io_bazel_rules_docker//:optimized\": \"@jetty_image_base//image\",\n \"//conditions:default\": \"@jetty_image_base//image\",\n})\n\nload(\n \"//container:container.bzl\",\n _container = \"container\",\n)\n\n\n ... [7 more functiondefs truncated] ..."}]
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b9a7d44b00e1b419e797c8637498d8abc23d4def
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import warnings import cupy from cupy_backends.cuda.api import runtime from cupy.cuda import device from cupyx.jit import _cuda_types from cupyx.jit._internal_types import BuiltinFunc from cupyx.jit._internal_types import Data from cupyx.jit._internal_types import Constant from cupyx.jit._internal_types import Range from cupyx.jit import _compile from functools import reduce class RangeFunc(BuiltinFunc): def __call__(self, *args, unroll=None): """Range with loop unrolling support. Args: start (int): Same as that o
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 20 • Block at line 17 has no indented body • SyntaxError: unterminated triple-quoted string literal (detected at line 24) at line 20 Fix: Complete the truncated code structure
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advanced
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api
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error_detection
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Pythoncode:Python
| 1
| 1
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport warnings\n\nimport cupy\n\nfrom cupy_backends.cuda.api import runtime\nfrom cupy.cuda import device\nfrom cupyx.jit import _cuda_types\nfrom cupyx.jit._internal_types import BuiltinFunc\nfrom cupyx.jit._internal_types import Data\nfrom cupyx.jit._internal_types import Constant\nfrom cupyx.jit._internal_types import Range\nfrom cupyx.jit import _compile\n\nfrom functools import reduce\n\n\nclass RangeFunc(BuiltinFunc):\n\n def __call__(self, *args, unroll=None):\n \"\"\"Range with loop unrolling support.\n\n Args:\n start (int):\n Same as that o"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 20\n \u2022 Block at line 17 has no indented body\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 24) at line 20\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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b9a831ae9aec7e87ced37e12721727df9e75bb48
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # 字符串删除空白 str1 = " hello " print(str1) print(len(str1)) # 去除两端的空格 print(str1.strip()) print(len(str1.strip())) # 去除左侧的空格 print(str1.lstrip()) print(len(str1.lstrip())) # 去除右侧的空格 print(str1.rstrip()) print(len(str1.rstrip()))
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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general
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refactoring
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Pythoncode:Python
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# \u5b57\u7b26\u4e32\u5220\u9664\u7a7a\u767d\nstr1 = \" hello \"\n\nprint(str1)\nprint(len(str1))\n# \u53bb\u9664\u4e24\u7aef\u7684\u7a7a\u683c\nprint(str1.strip())\nprint(len(str1.strip()))\n# \u53bb\u9664\u5de6\u4fa7\u7684\u7a7a\u683c\nprint(str1.lstrip())\nprint(len(str1.lstrip()))\n# \u53bb\u9664\u53f3\u4fa7\u7684\u7a7a\u683c\nprint(str1.rstrip())\nprint(len(str1.rstrip()))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b9aa6c3c1ecb2355209fd4db4f58118befbffa8a
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- from .util import rms from .util import moving_average from .util import moving_avg_conv
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
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intermediate
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database
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error_detection
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Pythoncode:Python
| 0
| 0
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom .util import rms\nfrom .util import moving_average\nfrom .util import moving_avg_conv"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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b9aaf0198d21a1cb3a68b8836041445460cf7efd
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: from toontown.toonbase.ToonBaseGlobal import * from panda3d.core import * from direct.interval.IntervalGlobal import * from direct.distributed.ClockDelta import * from direct.distributed import DistributedObject from toontown.toonbase import ToontownGlobals from direct.directnotify import DirectNotifyGlobal from direct.showbase.MessengerGlobal import messenger from direct.fsm import ClassicFSM from toontown.building import DistributedDoor from toontown.hood import ZoneUtil from toontown.suit import Suit from toontown.building import FADoorCodes from toontown.building import DoorTypes from toontown.estate.DistributedHouse import DistributedHouse class DistributedHouseDoor(DistributedDoor.DistributedDoor): def __init__(self, cr): DistributedDoor.DistributedDoor.__init__(self, cr) def disable(self): DistributedDoor.DistributedDoor.disable(self) self.ignoreAll() def setZoneIdAndBlock(self, zoneId, block): self.houseId = block DistributedDoor.DistributedDoor.setZoneIdAndBlock(self, zoneId, block) def getTriggerName(self): return 'door_trigger_' + str(self.houseId) def hideDoorParts(self): try: self.findDoorNode('doorFrameHoleRight').hide() self.findDoorNode('doorFrameHoleLeft').hide() except: pass def announceGenerate(self): DistributedObject.DistributedObject.announceGenerate(self) if self.doorType == DoorTypes.EXT_STANDARD:
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house = base.cr.doId2do.get(self.houseId) if not isinstance(house, DistributedHouse): self.notify.error('tried to use {0} as house'.format(house.__class__.__name__)) if house and house.house_loaded: self.__gotRelatedHouse() else: self.acceptOnce('houseLoaded-%d' % self.houseId, self.__gotRelatedHouse) elif self.doorType == DoorTypes.INT_STANDARD: door = render.find('**/leftDoor;+s') if door.isEmpty(): self.acceptOnce('houseInteriorLoaded-%d' % self.zoneId, self.__gotRelatedHouse) else: self.__gotRelatedHouse() def __gotRelatedHouse(self): self.doPostAnnounceGenerate() self.bHasFlat = not self.findDoorNode('door*flat', True).isEmpty() self.hideDoorParts() building = self.getBuilding() doorTrigger = building.find('**/door_trigger*') doorTrigger.setName(self.getTriggerName()) self.accept(self.getEnterTriggerEvent(), self.doorTrigger) self.acceptOnce('clearOutToonInterior', self.doorTrigger) self.zoneDoneLoading = 0 ... [4 more functiondefs truncated] ...
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advanced
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database
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code_completion
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Pythoncode:Python
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom toontown.toonbase.ToonBaseGlobal import *\nfrom panda3d.core import *\nfrom direct.interval.IntervalGlobal import *\nfrom direct.distributed.ClockDelta import *\nfrom direct.distributed import DistributedObject\nfrom toontown.toonbase import ToontownGlobals\nfrom direct.directnotify import DirectNotifyGlobal\nfrom direct.showbase.MessengerGlobal import messenger\nfrom direct.fsm import ClassicFSM\nfrom toontown.building import DistributedDoor\nfrom toontown.hood import ZoneUtil\nfrom toontown.suit import Suit\nfrom toontown.building import FADoorCodes\nfrom toontown.building import DoorTypes\nfrom toontown.estate.DistributedHouse import DistributedHouse\n\nclass DistributedHouseDoor(DistributedDoor.DistributedDoor):\n\n def __init__(self, cr):\n DistributedDoor.DistributedDoor.__init__(self, cr)\n\n def disable(self):\n DistributedDoor.DistributedDoor.disable(self)\n self.ignoreAll()\n\n def setZoneIdAndBlock(self, zoneId, block):\n self.houseId = block\n DistributedDoor.DistributedDoor.setZoneIdAndBlock(self, zoneId, block)\n\n def getTriggerName(self):\n return 'door_trigger_' + str(self.houseId)\n\n def hideDoorParts(self):\n try:\n self.findDoorNode('doorFrameHoleRight').hide()\n self.findDoorNode('doorFrameHoleLeft').hide()\n except:\n pass\n\n def announceGenerate(self):\n DistributedObject.DistributedObject.announceGenerate(self)\n if self.doorType == DoorTypes.EXT_STANDARD:"}, {"role": "assistant", "content": "\n house = base.cr.doId2do.get(self.houseId)\n if not isinstance(house, DistributedHouse):\n self.notify.error('tried to use {0} as house'.format(house.__class__.__name__))\n if house and house.house_loaded:\n self.__gotRelatedHouse()\n else:\n self.acceptOnce('houseLoaded-%d' % self.houseId, self.__gotRelatedHouse)\n elif self.doorType == DoorTypes.INT_STANDARD:\n door = render.find('**/leftDoor;+s')\n if door.isEmpty():\n self.acceptOnce('houseInteriorLoaded-%d' % self.zoneId, self.__gotRelatedHouse)\n else:\n self.__gotRelatedHouse()\n\n def __gotRelatedHouse(self):\n self.doPostAnnounceGenerate()\n self.bHasFlat = not self.findDoorNode('door*flat', True).isEmpty()\n self.hideDoorParts()\n\n building = self.getBuilding()\n doorTrigger = building.find('**/door_trigger*')\n doorTrigger.setName(self.getTriggerName())\n\n self.accept(self.getEnterTriggerEvent(), self.doorTrigger)\n self.acceptOnce('clearOutToonInterior', self.doorTrigger)\n self.zoneDoneLoading = 0\n\n\n ... [4 more functiondefs truncated] ..."}]
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b9acae3f6c9a11754c72065d93acff3857609af2
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: #!/home/a.ghaderi/.conda/envs/envjm/bin/python # Model 2 import pystan import pandas as pd import numpy as np import sys sys.path.append('../../') import utils parts = 1 data = utils.get_data() #loading dateset data = data[data['participant']==parts] mis = np.where((data['n200lat']<.101)|(data['n200lat']>.248))[0] # missing data for n200lat obs = np.where((data['n200lat']>.101)&(data['n200lat']<.248))[0] # observation and missing data for n200lat N_mis = mis.shape[0] # number of missing data N_obs = obs.shape[0] # number of observed data modelfile = '../../stans/res_nonhier.stan' #reading the model span f = open(modelfile, 'r') model_wiener = f.read() sm = pystan.StanModel(model_code=model_wiener)# Compile the model stan ncohers = 2 #Number of coherence conditions nspats = 2 #Number of spatial conditions nconds = 4 #Number of conditions y = data['y'].to_numpy() cond_coher = data['cond_coher'].to_numpy() cond_spat = data['cond_spat'].to_numpy() conds = data['conds'].to_numpy() n200lat = data['n200lat'].to_numpy() #set inistial data for molde span data_winner = {'N_obs':N_obs, #Number of trial-level observations 'N_mis':N_mis, #Number of trial-level mising data 'ncohers':ncohers, #Number of coherence conditions 'nspats':nspats, #Number of spatial conditions 'nconds':nconds, #Number of conditions 'y':np.concatenate([y[obs],y[mis]]), #acc*rt in seconds for obervation and missing data 'cond_coher':np.concatenate([cond_coher[obs],cond_coher[mis]]), #Coherence index for each trial 'cond_spat':np.concatenate([cond_spat[obs],cond_spat[mis]]), #sptial index for each trial 'conds':np.concatenate([conds[obs],conds[mis]]), #sptial index for each trial 'n200lat_obs':n200lat[obs]}; #n200 latency for each trial observation # setting MCMC arguments niter = 10000 nwarmup = 4000 nchains = 1 thin = 1 initials = [] # initial sampling for c in range(0, nchains): chaininit = { 'delta': np.random.uniform(1, 3, size=ncohers), 'alpha': np.random.uniform(.5, 1.), 'eta': np.random.uniform(.01, .2), 'res': np.random.uniform(.01, .02, size=nspats), 'n200sub': np.random.uniform(.11, .2, size=nconds), 'lambda': np.random.uniform(.01, .02), 'n200lat_mis': np.random.uniform(.11, .2, size = N_mis) } initials.append(chaininit) # Train the model and generate samples fit = sm.sampling(data=data_winner, iter=niter, chains=nchains, warmup=nwarmup, thin=thin, init=initials) utils.to_pickle(stan_model=sm, stan_fit=fit, save_path='../../save/nonhier/'+str(parts)+'_res_nonhier.pkl')
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This code demonstrates Pythoncode:Python programming.
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intermediate
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database
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code_explanation
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Pythoncode:Python
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| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/home/a.ghaderi/.conda/envs/envjm/bin/python\n# Model 2\nimport pystan \nimport pandas as pd\nimport numpy as np\nimport sys\nsys.path.append('../../')\nimport utils\n\nparts = 1 \ndata = utils.get_data() #loading dateset\ndata = data[data['participant']==parts]\n\nmis = np.where((data['n200lat']<.101)|(data['n200lat']>.248))[0] # missing data for n200lat\nobs = np.where((data['n200lat']>.101)&(data['n200lat']<.248))[0] # observation and missing data for n200lat\n\nN_mis = mis.shape[0] # number of missing data\nN_obs = obs.shape[0] # number of observed data\n\nmodelfile = '../../stans/res_nonhier.stan' #reading the model span\nf = open(modelfile, 'r')\nmodel_wiener = f.read()\nsm = pystan.StanModel(model_code=model_wiener)# Compile the model stan\n\nncohers = 2 #Number of coherence conditions\nnspats = 2 #Number of spatial conditions\nnconds = 4 #Number of conditions\ny = data['y'].to_numpy()\ncond_coher = data['cond_coher'].to_numpy()\ncond_spat = data['cond_spat'].to_numpy()\nconds = data['conds'].to_numpy()\nn200lat = data['n200lat'].to_numpy()\n\n#set inistial data for molde span\ndata_winner = {'N_obs':N_obs, #Number of trial-level observations\n 'N_mis':N_mis, #Number of trial-level mising data\n 'ncohers':ncohers, #Number of coherence conditions\n 'nspats':nspats, #Number of spatial conditions\n 'nconds':nconds, #Number of conditions\n 'y':np.concatenate([y[obs],y[mis]]), #acc*rt in seconds for obervation and missing data\n 'cond_coher':np.concatenate([cond_coher[obs],cond_coher[mis]]), #Coherence index for each trial \n 'cond_spat':np.concatenate([cond_spat[obs],cond_spat[mis]]), #sptial index for each trial \n 'conds':np.concatenate([conds[obs],conds[mis]]), #sptial index for each trial\n 'n200lat_obs':n200lat[obs]}; #n200 latency for each trial observation\n\n# setting MCMC arguments\nniter = 10000\nnwarmup = 4000\nnchains = 1\nthin = 1\n\ninitials = [] # initial sampling\nfor c in range(0, nchains):\n chaininit = {\n 'delta': np.random.uniform(1, 3, size=ncohers),\n 'alpha': np.random.uniform(.5, 1.),\n 'eta': np.random.uniform(.01, .2),\n 'res': np.random.uniform(.01, .02, size=nspats), \n 'n200sub': np.random.uniform(.11, .2, size=nconds),\n 'lambda': np.random.uniform(.01, .02),\n 'n200lat_mis': np.random.uniform(.11, .2, size = N_mis)\n }\n initials.append(chaininit) \n \n# Train the model and generate samples\nfit = sm.sampling(data=data_winner, iter=niter, chains=nchains, warmup=nwarmup, thin=thin, init=initials)\n\nutils.to_pickle(stan_model=sm, stan_fit=fit, save_path='../../save/nonhier/'+str(parts)+'_res_nonhier.pkl')"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9ad055e162f0001e288ab22dec6a5a4746fd51d
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from redis import Redis from redis import from_url from rq import push_connection, pop_connection from rq.job import Job from functools import wraps import times from flask import Blueprint from flask import current_app, url_for, abort from flask import render_template from rq import Queue, Worker from rq import cancel_job, requeue_job from rq import get_failed_queue from math import ceil def authentication_hook(): """ Allow the parent app to authenticate user's access to the dashboard with it's own auth_handler method that must return True or False """ auth_handler = current_app.extensions['rq-dashboard'].auth_handler if auth_handler and not auth_handler(): abort(401) @dashboard.before_app_first_request def setup_rq_connection(): if current_app.config.get('REDIS_URL'): current_app.redis_conn = from_url(current_app.config.get('REDIS_URL')) else: current_app.redis_conn = Redis(host=current_app.config.get('REDIS_HOST', 'localhost'), port=current_app.config.get('REDIS_PORT', 6379), password=current_app.config.get('REDIS_PASSWORD', None), db=current_app.config.get('REDIS_DB', 0)) @dashboard.before_request def push_rq_connection(): push_connection(current_app.redis_conn) @dashboard.teardown_request def pop_rq_connection(exception=None): pop_connection() def jsonify(f): @wraps(f) def _wrapped(*args, **kwargs): from flask import jsonify as flask_jsonify try: result_dict = f(*args, **kwargs) Error: SyntaxError / EOF
|
Fixed Code: from redis import Redis from redis import from_url from rq import push_connection, pop_connection from rq.job import Job from functools import wraps import times from flask import Blueprint from flask import current_app, url_for, abort from flask import render_template from rq import Queue, Worker from rq import cancel_job, requeue_job from rq import get_failed_queue from math import ceil def authentication_hook(): """ Allow the parent app to authenticate user's access to the dashboard with it's own auth_handler method that must return True or False """ auth_handler = current_app.extensions['rq-dashboard'].auth_handler Explanation: Complete the truncated code structure
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advanced
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api
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error_fixing
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Pythoncode:Python
| 10
| 0
| 1,585
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom redis import Redis\nfrom redis import from_url\nfrom rq import push_connection, pop_connection\nfrom rq.job import Job\nfrom functools import wraps\nimport times\nfrom flask import Blueprint\nfrom flask import current_app, url_for, abort\nfrom flask import render_template\nfrom rq import Queue, Worker\nfrom rq import cancel_job, requeue_job\nfrom rq import get_failed_queue\nfrom math import ceil\n\n\ndef authentication_hook():\n \"\"\" Allow the parent app to authenticate user's access to the dashboard\n with it's own auth_handler method that must return True or False\n \"\"\"\n auth_handler = current_app.extensions['rq-dashboard'].auth_handler\n if auth_handler and not auth_handler():\n abort(401)\n\n\n@dashboard.before_app_first_request\ndef setup_rq_connection():\n if current_app.config.get('REDIS_URL'):\n current_app.redis_conn = from_url(current_app.config.get('REDIS_URL'))\n else:\n current_app.redis_conn = Redis(host=current_app.config.get('REDIS_HOST', 'localhost'),\n port=current_app.config.get('REDIS_PORT', 6379),\n password=current_app.config.get('REDIS_PASSWORD', None),\n db=current_app.config.get('REDIS_DB', 0))\n\n\n@dashboard.before_request\ndef push_rq_connection():\n push_connection(current_app.redis_conn)\n\n\n@dashboard.teardown_request\ndef pop_rq_connection(exception=None):\n pop_connection()\n\n\ndef jsonify(f):\n @wraps(f)\n def _wrapped(*args, **kwargs):\n from flask import jsonify as flask_jsonify\n try:\n result_dict = f(*args, **kwargs)\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom redis import Redis\nfrom redis import from_url\nfrom rq import push_connection, pop_connection\nfrom rq.job import Job\nfrom functools import wraps\nimport times\nfrom flask import Blueprint\nfrom flask import current_app, url_for, abort\nfrom flask import render_template\nfrom rq import Queue, Worker\nfrom rq import cancel_job, requeue_job\nfrom rq import get_failed_queue\nfrom math import ceil\n\n\ndef authentication_hook():\n \"\"\" Allow the parent app to authenticate user's access to the dashboard\n with it's own auth_handler method that must return True or False\n \"\"\"\n auth_handler = current_app.extensions['rq-dashboard'].auth_handler\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9adc3a3c0f82e03cf53dd13486c80b1bb9dbf85
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from acquisition.step import AcquisitionStep from acquisition.stats import AcquisitionStatsDClient from acquisition.move_step import AcquisitionMoveStep from acquisition.delete_step import AcquisitionDeleteStep from acquisition.batch_step import AcquisitionBatchStep from acquisition.reinject_step import AcquisitionReinjectStep Error: SyntaxError / EOF
|
Fixed Code: from acquisition.step import AcquisitionStep from acquisition.stats import AcquisitionStatsDClient from acquisition.move_step import AcquisitionMoveStep from acquisition.delete_step import AcquisitionDeleteStep from acquisition.batch_step import AcquisitionBatchStep from acquisition.reinject_step import AcquisitionReinjectStep from acquisition.fork_step import AcquisitionForkStep from acquisition.archive_step import AcquisitionArchiveStep from acquisition.listener import AcquisitionListener __all__ = ['AcquisitionStep', 'AcquisitionBatchStep', Explanation: Complete the truncated code structure
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intermediate
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testing
|
error_fixing
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Pythoncode:Python
| 0
| 0
| 328
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom acquisition.step import AcquisitionStep\nfrom acquisition.stats import AcquisitionStatsDClient\nfrom acquisition.move_step import AcquisitionMoveStep\nfrom acquisition.delete_step import AcquisitionDeleteStep\nfrom acquisition.batch_step import AcquisitionBatchStep\nfrom acquisition.reinject_step import AcquisitionReinjectStep\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom acquisition.step import AcquisitionStep\nfrom acquisition.stats import AcquisitionStatsDClient\nfrom acquisition.move_step import AcquisitionMoveStep\nfrom acquisition.delete_step import AcquisitionDeleteStep\nfrom acquisition.batch_step import AcquisitionBatchStep\nfrom acquisition.reinject_step import AcquisitionReinjectStep\nfrom acquisition.fork_step import AcquisitionForkStep\nfrom acquisition.archive_step import AcquisitionArchiveStep\nfrom acquisition.listener import AcquisitionListener\n\n__all__ = ['AcquisitionStep', 'AcquisitionBatchStep',\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9ae95988166d56c353c46926e3d21a79d84f88c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright (c) 2017, Frappe Technologies Pvt. Ltd. and contributors # For license information, please see license.txt from __future__ import unicode_literals from frappe.model.document import Document from frappe.contacts.address_and_contact import load_address_and_contact class Member(Document): def onload(self): """Load address and contacts in `__onload`""" load_address_and_contact(self) def validate(self): self.validate_email_type(self.email) def validate_email_type(self, email): from frappe.utils import validate_email_add validate_email_add(email.strip(), True)
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Functions: onload, validate, validate_email_type Classes: Member This code demonstrates Pythoncode:Python programming.
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advanced
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database
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code_explanation
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Pythoncode:Python
| 3
| 1
| 615
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Copyright (c) 2017, Frappe Technologies Pvt. Ltd. and contributors\n# For license information, please see license.txt\n\nfrom __future__ import unicode_literals\nfrom frappe.model.document import Document\nfrom frappe.contacts.address_and_contact import load_address_and_contact\n\n\nclass Member(Document):\n\tdef onload(self):\n\t\t\"\"\"Load address and contacts in `__onload`\"\"\"\n\t\tload_address_and_contact(self)\n\n\n\tdef validate(self):\n\t\tself.validate_email_type(self.email)\n\n\tdef validate_email_type(self, email):\n\t\tfrom frappe.utils import validate_email_add\n\t\tvalidate_email_add(email.strip(), True)"}, {"role": "assistant", "content": " Functions: onload, validate, validate_email_type\n Classes: Member\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9b2dd8fc97fddaaa64ec64957043ee8e8088e39
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from torch import nn import numpy as np import base.basenetwork as BaseN from networks.cholesky import CholeskyBlock class FCNet(BaseN.BaseNetwork): name ="FCNet" def __init__(self,input_shape,output_shape,owner_name=""): super(FCNet,self).__init__(input_shape,output_shape,owner_name) x = input_shape self.model = nn.Sequential(BaseN.Flatten(), nn.Linear(np.prod(x), 1024),nn.Softplus(), nn.Linear(1024,512),nn.Tanh(), nn.Linear(512,256), BaseN.EigenLayer(256,self.output_shape[0])) self.compile() class FCSpectralNet(BaseN.BaseNetwork): name ="FCSpectralNet" ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def __init__(self,input_shape,output_shape,owner_name=""): super(FCSpectralNet,self).__init__(input_shape,output_shape,owner_name) x = input_shape self.model = nn.Sequential(BaseN.Flatten(),
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advanced
|
machine_learning
|
incomplete_code
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Pythoncode:Python
| 4
| 5
| 755
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom torch import nn\nimport numpy as np\nimport base.basenetwork as BaseN\nfrom networks.cholesky import CholeskyBlock\n\nclass FCNet(BaseN.BaseNetwork):\n name =\"FCNet\"\n def __init__(self,input_shape,output_shape,owner_name=\"\"):\n super(FCNet,self).__init__(input_shape,output_shape,owner_name)\n \n x = input_shape\n self.model = nn.Sequential(BaseN.Flatten(),\n nn.Linear(np.prod(x), 1024),nn.Softplus(),\n nn.Linear(1024,512),nn.Tanh(),\n nn.Linear(512,256),\n BaseN.EigenLayer(256,self.output_shape[0]))\n self.compile()\n\nclass FCSpectralNet(BaseN.BaseNetwork):\n name =\"FCSpectralNet\"\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n def __init__(self,input_shape,output_shape,owner_name=\"\"):\n super(FCSpectralNet,self).__init__(input_shape,output_shape,owner_name)\n \n x = input_shape\n self.model = nn.Sequential(BaseN.Flatten(),"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9b3501a4a1a7bee83abdc50e1932071f97c2394
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import logging from pydantic import BaseModel, Field from typing import List from .similar import important_words from .server import app _MAX_LENGTH = 2000 logger = logging.getLogger(__name__) class ImportantWordsResponse(BaseModel): important_words: List[str] = Field(..., description="List of lemmas") class ImportantWordsRequest(BaseModel): input_string: str = Field( ..., description="Icelandic text for analysis.", min_length=1, max_length=_MAX_LENGTH, ) # Strange things happen with error handling when using alias - splitting up into two input models class ParseInputDeprecated(BaseModel): input_string: str = Field( ..., description="Icelandic text for analysis.", min_length=1, max_length=_MAX_LENGTH, alias="in", ) @app.post( "/v1/important_words", description="Find lemmas of important words", response_model=ImportantWordsResponse, ) def v1_important_words(*, data: ImportantWordsRequest): return ImportantWordsResponse(important_words=important_words(data.input_string)) @app.post( "/v1/parse", description="Find lemmas of important words", response_model=ImportantWordsResponse, deprecated=True, ) def v1_parse(*, data: ParseInputDeprecated): logger.info(f"parse: {repr(data.input_string)}") return ImportantWordsResponse(important_words=important_words(data.input_string))
|
Syntax Analysis: Fixes: • Add docstring to class 'ImportantWordsResponse' • Add docstring to class 'ImportantWordsRequest' • Add docstring to class 'ParseInputDeprecated'
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advanced
|
api
|
syntax_repair
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Pythoncode:Python
| 2
| 3
| 1,437
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport logging\n\nfrom pydantic import BaseModel, Field\nfrom typing import List\n\nfrom .similar import important_words\nfrom .server import app\n\n_MAX_LENGTH = 2000\n\nlogger = logging.getLogger(__name__)\n\n\nclass ImportantWordsResponse(BaseModel):\n important_words: List[str] = Field(..., description=\"List of lemmas\")\n\n\nclass ImportantWordsRequest(BaseModel):\n input_string: str = Field(\n ...,\n description=\"Icelandic text for analysis.\",\n min_length=1,\n max_length=_MAX_LENGTH,\n )\n\n\n# Strange things happen with error handling when using alias - splitting up into two input models\nclass ParseInputDeprecated(BaseModel):\n input_string: str = Field(\n ...,\n description=\"Icelandic text for analysis.\",\n min_length=1,\n max_length=_MAX_LENGTH,\n alias=\"in\",\n )\n\n\n@app.post(\n \"/v1/important_words\",\n description=\"Find lemmas of important words\",\n response_model=ImportantWordsResponse,\n)\ndef v1_important_words(*, data: ImportantWordsRequest):\n return ImportantWordsResponse(important_words=important_words(data.input_string))\n\n\n@app.post(\n \"/v1/parse\",\n description=\"Find lemmas of important words\",\n response_model=ImportantWordsResponse,\n deprecated=True,\n)\ndef v1_parse(*, data: ParseInputDeprecated):\n logger.info(f\"parse: {repr(data.input_string)}\")\n return ImportantWordsResponse(important_words=important_words(data.input_string))"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to class 'ImportantWordsResponse'\n \u2022 Add docstring to class 'ImportantWordsRequest'\n \u2022 Add docstring to class 'ParseInputDeprecated'"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b9b4c8dedee4c99c1bae0987e46ca8c83899e4d8
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: try: # num = 10 / 0 number = int(input("Enter a number: ")) print(number) # catch specific errors except ZeroDivisionError as err: print(err except ValueError: print("Invalid input") Error: SyntaxError: unmatched brackets
|
Fixed Code: try: # num = 10 / 0 number = int(input("Enter a number: ")) print(number) # catch specific errors except ZeroDivisionError as err: print(err) except ValueError: print("Invalid input") Explanation: Add missing ')' bracket at line 9
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intermediate
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general
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error_fixing
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Pythoncode:Python
| 0
| 0
| 205
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\ntry:\n # num = 10 / 0\n number = int(input(\"Enter a number: \"))\n print(number)\n\n# catch specific errors\nexcept ZeroDivisionError as err:\n print(err\nexcept ValueError:\n print(\"Invalid input\")\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\ntry:\n # num = 10 / 0\n number = int(input(\"Enter a number: \"))\n print(number)\n\n# catch specific errors\nexcept ZeroDivisionError as err:\n print(err)\nexcept ValueError:\n print(\"Invalid input\")\n\n\n Explanation: Add missing ')' bracket at line 9"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b9b51a38157d5d825f921ab19fba044fe3545044
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import numpy as np def _adddims(a, b): n = max(a.ndim, b.ndim) a = np.expand_dims(a, tuple(range(n - a.ndim))) b = np.expand_dims(b, tuple(range(n - b.ndim))) return a, b def _yz(y, z, t, yout): """ Shared implementation of peaksampl and sumpeaks. """ y = np.asarray(y) z = np.asarray(z) t = np.asarray(t) y = np.pad(y, [(0, 0)] * (y.ndim - 1) + [(1, 1)], constant_values=yout) offset = np.argmax(np.abs(y), axis=-1) ampl = np.take_along_axis(y, np.expand_dims(offset, -1), -1) ampl = np.squeeze(ampl, -1) indices = t[..., :, None] - t[..., None, :] + offset[..., None, None] indices = np.minimum(indices, y.shape[-1] - 1) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: indices = np.maximum(indices, 0) N = t.shape[-1] indices = indices.reshape(indices.shape[:-2] + (N * N,)) n = max(y.ndim, indices.ndim)
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intermediate
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general
|
incomplete_code
|
Pythoncode:Python
| 3
| 0
| 694
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport numpy as np\n\ndef _adddims(a, b):\n n = max(a.ndim, b.ndim)\n a = np.expand_dims(a, tuple(range(n - a.ndim)))\n b = np.expand_dims(b, tuple(range(n - b.ndim)))\n return a, b\n\ndef _yz(y, z, t, yout):\n \"\"\"\n Shared implementation of peaksampl and sumpeaks.\n \"\"\"\n y = np.asarray(y)\n z = np.asarray(z)\n t = np.asarray(t)\n \n y = np.pad(y, [(0, 0)] * (y.ndim - 1) + [(1, 1)], constant_values=yout)\n offset = np.argmax(np.abs(y), axis=-1)\n ampl = np.take_along_axis(y, np.expand_dims(offset, -1), -1)\n ampl = np.squeeze(ampl, -1)\n\n indices = t[..., :, None] - t[..., None, :] + offset[..., None, None]\n indices = np.minimum(indices, y.shape[-1] - 1)\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n indices = np.maximum(indices, 0)\n \n N = t.shape[-1]\n indices = indices.reshape(indices.shape[:-2] + (N * N,))\n n = max(y.ndim, indices.ndim)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9b691941c62b002880bb1f21ca60b0e932e41c1
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # SPDX-License-Identifier: BSD-3-Clause from amaranth import * from amaranth.build import * from .common import PS8Resource, MIOSet __all__ = ( 'PMUResource', ) # Complete this line class PMUResource(PS8Resource): name = 'pmu' claimable_mio = [ ] def __init__(self): super().__init__(0, 0, None, False) def used_mio(self, **kwargs): raise NotImplementedError # :nocov: def generate_mapping(self, **kwargs): raise NotImplementedError # :nocov:
|
The missing line is:
|
intermediate
|
ui
|
fill_in_the_blank
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Pythoncode:Python
| 3
| 1
| 453
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# SPDX-License-Identifier: BSD-3-Clause\nfrom amaranth import *\nfrom amaranth.build import *\n\nfrom .common import PS8Resource, MIOSet\n\n__all__ = (\n\t'PMUResource',\n)\n # Complete this line\nclass PMUResource(PS8Resource):\n\tname = 'pmu'\n\tclaimable_mio = [ ]\n\n\tdef __init__(self):\n\t\tsuper().__init__(0, 0, None, False)\n\n\tdef used_mio(self, **kwargs):\n\t\traise NotImplementedError # :nocov:\n\n\tdef generate_mapping(self, **kwargs):\n\t\traise NotImplementedError # :nocov:"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
b9b6f990f4ce20ca5842a3bb309cb667f69ccc3e
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from django.test import TestCase from django.urls import reverse from rest_framework import status from Dormroom.models import Dormroom from SIFUser.mixins import AuthTestMixin from StudentVillage.models import StudentVillage from Washlist.jobs import reset_washlists from Washlist.models.Templates import TemplateListItem, TemplateWashList from Washlist.models.WashLists import ListItem from Washlist.serializer import TemplateWashListSerializer class WashListTemplateTest(TestCase): room = None def setUp(self): village = StudentVillage.objects.create(name="Moholt") self.room = Dormroom.objects.create(number=1, village=village) temp_list = TemplateWashList.objects.create(title="Moholt") village.templateWashList = temp_list village.save() def test_add_to_template_adds_to_each_list(self): desc = "Vask badet" temp_list = TemplateWashList.objects.get(title="Moholt") TemplateListItem.objects.create(description=desc, washlist=temp_list).save() self.assertEqual(desc, ListItem.objects.get(dormroom=self.room).description) class WeeklyResetOfWashlistsTest(TestCase): def setUp(self): """ Create a Washlist item that is completed the method also sets up a village and a room to relate the Washlist item to satisfy the db constraints """ village = StudentVillage.objects.create(name="Moholt") self.room = Dormroom.objects.create(number=1, village=village) temp_list = TemplateWashList.objects.create(title="Moholt") village.templateWashList = temp_list village.save() self.item = ListItem.objects.create( pk=1, dormroom=self.room, desc="Vask badet", completed=True ) self.item.save() def test_job_resets_items(self): """ Test that job to reset Washlist items when run manually actually rests the databases Washlist items """ reset_washlists() self.assertEqual(False, ListItem.objects.get(pk=1).completed) class WashlistTemplateAPITest(AuthTestMixin): def setUp(self): super().setUp() self.temp_list = TemplateWashList.objects.create(title="Moholt") village = StudentVillage.objects.create( name="Moholt", templateWashList=self.temp_list ) self.room = Dormroom.objects.create(number=1, village=village) self.item = ListItem.objects.create( pk=1, dormroom=self.room, desc="Vask badet", completed=True ) ... [5 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 36 Invalid syntax at line 76: ... [5 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 20 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 28 Unexpected indentation at line 31 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 43 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 ✨ Improvements: Complete the expression on the last line Add closing quote at line 36 Review syntax near the error location
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advanced
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testing
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code_review
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Pythoncode:Python
| 5
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| 2,605
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom django.test import TestCase\nfrom django.urls import reverse\n\nfrom rest_framework import status\n\nfrom Dormroom.models import Dormroom\nfrom SIFUser.mixins import AuthTestMixin\nfrom StudentVillage.models import StudentVillage\nfrom Washlist.jobs import reset_washlists\nfrom Washlist.models.Templates import TemplateListItem, TemplateWashList\nfrom Washlist.models.WashLists import ListItem\nfrom Washlist.serializer import TemplateWashListSerializer\n\n\nclass WashListTemplateTest(TestCase):\n room = None\n\n def setUp(self):\n village = StudentVillage.objects.create(name=\"Moholt\")\n self.room = Dormroom.objects.create(number=1, village=village)\n\n temp_list = TemplateWashList.objects.create(title=\"Moholt\")\n village.templateWashList = temp_list\n village.save()\n\n def test_add_to_template_adds_to_each_list(self):\n desc = \"Vask badet\"\n temp_list = TemplateWashList.objects.get(title=\"Moholt\")\n\n TemplateListItem.objects.create(description=desc, washlist=temp_list).save()\n self.assertEqual(desc, ListItem.objects.get(dormroom=self.room).description)\n\n\nclass WeeklyResetOfWashlistsTest(TestCase):\n def setUp(self):\n \"\"\"\n Create a Washlist item that is completed\n the method also sets up a village and a room to relate the Washlist item to\n satisfy the db constraints\n \"\"\"\n\n village = StudentVillage.objects.create(name=\"Moholt\")\n self.room = Dormroom.objects.create(number=1, village=village)\n\n temp_list = TemplateWashList.objects.create(title=\"Moholt\")\n village.templateWashList = temp_list\n village.save()\n\n self.item = ListItem.objects.create(\n pk=1, dormroom=self.room, desc=\"Vask badet\", completed=True\n )\n self.item.save()\n\n def test_job_resets_items(self):\n \"\"\"\n Test that job to reset Washlist items when run manually actually rests the databases\n Washlist items\n \"\"\"\n reset_washlists()\n self.assertEqual(False, ListItem.objects.get(pk=1).completed)\n\n\nclass WashlistTemplateAPITest(AuthTestMixin):\n def setUp(self):\n super().setUp()\n self.temp_list = TemplateWashList.objects.create(title=\"Moholt\")\n village = StudentVillage.objects.create(\n name=\"Moholt\", templateWashList=self.temp_list\n )\n self.room = Dormroom.objects.create(number=1, village=village)\n self.item = ListItem.objects.create(\n pk=1, dormroom=self.room, desc=\"Vask badet\", completed=True\n )\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 36\n Invalid syntax at line 76: ... [5 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 20\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 28\n Unexpected indentation at line 31\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 43\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 36\n Review syntax near the error location"}]
| false
| null | null | null |
b9b9340675c6ceead7ff166bf8fe4d65fa580b58
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: from functools import partial from typing import Any, Optional, List from torchvision.prototype.transforms import ImageNetEval from torchvision.transforms.functional import InterpolationMode from ...models.mobilenetv3 import MobileNetV3, _mobilenet_v3_conf, InvertedResidualConfig from ._api import WeightsEnum, Weights from ._meta import _IMAGENET_CATEGORIES from ._utils import handle_legacy_interface, _ovewrite_named_param def _mobilenet_v3( inverted_residual_setting: List[InvertedResidualConfig], last_channel: int, weights: Optional[WeightsEnum], progress: bool, **kwargs: Any, ) -> MobileNetV3: if weights is not None: _ovewrite_named_param(kwargs, "num_classes", len(weights.meta["categories"])) model = MobileNetV3(inverted_residual_setting, last_channel, **kwargs) if weights is not None: model.load_state_dict(weights.get_state_dict(progress=progress)) return model _COMMON_META = { "task": "image_classification", "architecture": "MobileNetV3", "publication_year": 2019, "size": (224, 224), "min_size": (1, 1), "categories": _IMAGENET_CATEGORIES, "interpolation": InterpolationMode.BILINEAR, } class MobileNet_V3_Large_Weights(WeightsEnum): ImageNet1K_V1 = Weights( url="https://download.pytorch.org/models/mobilenet_v3_large-8738ca79.pth", transforms=partial(ImageNetEval, crop_size=224), meta={ **_COMMON_META, "num_params": 5483032, "recipe": "https://github.com/pytorch/vision/tree/main/references/classification#mobilenetv3-large--small", "acc@1": 74.042, "acc@5": 91.340, }, ) ImageNet1K_V2 = Weights( url="https://download.pytorch.org/models/mobilenet_v3_large-5c1a4163.pth", transforms=partial(ImageNetEval, crop_size=224, resize_size=232), meta={ **_COMMON_META, "num_params": 5483032, "recipe": "https://github.com/pytorch/vision/issues/3995#new-recipe-with-reg-tuning", "acc@1": 75.274, "acc@5": 92.566, }, ) default = ImageNet1K_V2 class MobileNet_V3_Small_Weights(WeightsEnum): ImageNet1K_V1 = Weights( url="https://download.pytorch.org/models/mobilenet_v3_small-047dcff4.pth", transforms=partial(ImageNetEval, crop_size=224), meta={ **_COMMON_META, "num_params": 2542856, "recipe": "https://github.com/pytorch/vision/tree/main/references/classification#mobilenetv3-large--small", "acc@1": 67.668, "acc@5": 87.402, }, ) default = ImageNet1K_V1 @handle_legacy_interface(weights=("pretrained", MobileNet_V3_Large_Weights.ImageNet1K_V1)) ... [2 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 85: ... [2 more functiondefs truncated] ... Fixes: • Complete the expression on the last line • Review syntax near the error location
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advanced
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api
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syntax_repair
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Pythoncode:Python
| 1
| 2
| 2,813
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom functools import partial\nfrom typing import Any, Optional, List\n\nfrom torchvision.prototype.transforms import ImageNetEval\nfrom torchvision.transforms.functional import InterpolationMode\n\nfrom ...models.mobilenetv3 import MobileNetV3, _mobilenet_v3_conf, InvertedResidualConfig\nfrom ._api import WeightsEnum, Weights\nfrom ._meta import _IMAGENET_CATEGORIES\nfrom ._utils import handle_legacy_interface, _ovewrite_named_param\n\n\ndef _mobilenet_v3(\n inverted_residual_setting: List[InvertedResidualConfig],\n last_channel: int,\n weights: Optional[WeightsEnum],\n progress: bool,\n **kwargs: Any,\n) -> MobileNetV3:\n if weights is not None:\n _ovewrite_named_param(kwargs, \"num_classes\", len(weights.meta[\"categories\"]))\n\n model = MobileNetV3(inverted_residual_setting, last_channel, **kwargs)\n\n if weights is not None:\n model.load_state_dict(weights.get_state_dict(progress=progress))\n\n return model\n\n\n_COMMON_META = {\n \"task\": \"image_classification\",\n \"architecture\": \"MobileNetV3\",\n \"publication_year\": 2019,\n \"size\": (224, 224),\n \"min_size\": (1, 1),\n \"categories\": _IMAGENET_CATEGORIES,\n \"interpolation\": InterpolationMode.BILINEAR,\n}\n\n\nclass MobileNet_V3_Large_Weights(WeightsEnum):\n ImageNet1K_V1 = Weights(\n url=\"https://download.pytorch.org/models/mobilenet_v3_large-8738ca79.pth\",\n transforms=partial(ImageNetEval, crop_size=224),\n meta={\n **_COMMON_META,\n \"num_params\": 5483032,\n \"recipe\": \"https://github.com/pytorch/vision/tree/main/references/classification#mobilenetv3-large--small\",\n \"acc@1\": 74.042,\n \"acc@5\": 91.340,\n },\n )\n ImageNet1K_V2 = Weights(\n url=\"https://download.pytorch.org/models/mobilenet_v3_large-5c1a4163.pth\",\n transforms=partial(ImageNetEval, crop_size=224, resize_size=232),\n meta={\n **_COMMON_META,\n \"num_params\": 5483032,\n \"recipe\": \"https://github.com/pytorch/vision/issues/3995#new-recipe-with-reg-tuning\",\n \"acc@1\": 75.274,\n \"acc@5\": 92.566,\n },\n )\n default = ImageNet1K_V2\n\n\nclass MobileNet_V3_Small_Weights(WeightsEnum):\n ImageNet1K_V1 = Weights(\n url=\"https://download.pytorch.org/models/mobilenet_v3_small-047dcff4.pth\",\n transforms=partial(ImageNetEval, crop_size=224),\n meta={\n **_COMMON_META,\n \"num_params\": 2542856,\n \"recipe\": \"https://github.com/pytorch/vision/tree/main/references/classification#mobilenetv3-large--small\",\n \"acc@1\": 67.668,\n \"acc@5\": 87.402,\n },\n )\n default = ImageNet1K_V1\n\n\n@handle_legacy_interface(weights=(\"pretrained\", MobileNet_V3_Large_Weights.ImageNet1K_V1))\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 85: ... [2 more functiondefs truncated] ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Review syntax near the error location"}]
| true
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syntax
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BROKEN_INDENTATION
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MEDIUM
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b9ba39e57d52ad0baaeb81fbe95a03b7bb17d4ad
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: from django.urls import re_path from django.views.generic import TemplateView from .views import RegisterView, VerifyEmailView urlpatterns = [ re_path(r'^$', RegisterView.as_view(), name='rest_register'), re_path(r'^verify-email/$', VerifyEmailView.as_view(), name='rest_verify_email'), # This url is used by django-allauth and empty TemplateView is # defined just to allow reverse() call inside app, for example when email # Complete this line # content. # account_confirm_email - You should override this view to handle it in # your API client somehow and then, send post to /verify-email/ endpoint # with proper key. # If you don't want to use API on that step, then just use ConfirmEmailView # view from: # django-allauth https://github.com/pennersr/django-allauth/blob/master/allauth/account/views.py re_path(r'^account-confirm-email/(?P<key>[-:\w]+)/$', TemplateView.as_view(), name='account_confirm_email'), ]
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The missing line is: # with verification link is being sent, then it's required to render email
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intermediate
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api
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fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 1,036
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom django.urls import re_path\nfrom django.views.generic import TemplateView\n\n\nfrom .views import RegisterView, VerifyEmailView\n\nurlpatterns = [\n re_path(r'^$', RegisterView.as_view(), name='rest_register'),\n re_path(r'^verify-email/$', VerifyEmailView.as_view(), name='rest_verify_email'),\n\n # This url is used by django-allauth and empty TemplateView is\n # defined just to allow reverse() call inside app, for example when email\n # Complete this line\n # content.\n\n # account_confirm_email - You should override this view to handle it in\n # your API client somehow and then, send post to /verify-email/ endpoint\n # with proper key.\n # If you don't want to use API on that step, then just use ConfirmEmailView\n # view from:\n # django-allauth https://github.com/pennersr/django-allauth/blob/master/allauth/account/views.py\n re_path(r'^account-confirm-email/(?P<key>[-:\\w]+)/$', TemplateView.as_view(),\n name='account_confirm_email'),\n]"}, {"role": "assistant", "content": "The missing line is:\n # with verification link is being sent, then it's required to render email"}]
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b9bb675bdbf31f94537da2d2380efe251bd20dd2
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: from django.test import TestCase # Create your tests here. from crawler.download import * from crawler.models import * class AnimalDownloadTestCase(TestCase): def setUp(self): self.stopWords = ["CVPR 2019", "Computer Vision Foundation."] self.url = "/Users/tuannguyenanh/Desktop/cvpr2019.html"#"http://openaccess.thecvf.com/CVPR2019.py" self.root = "http://openaccess.thecvf.com/" self.event = Event.objects.filter(shortname='CVPR2019').first() if self.event is None: self.event = Event(shortname='CVPR2019') self.event.save() def test_animal_can_download(self): #print(get_html(self.url)) f = open(self.url) soup = parse_html(f.read()) f.close() f = open('cvpr2019.bib', 'w') print(soup.title) bibtexs = soup.find_all("div", attrs={"class": "bibref"}) #print(bibtexs) for bib in bibtexs: print(bib.text) f.write(bib.text.replace('<br>', '\n')) f.close()
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 💡 Suggestions: Add docstring to class 'AnimalDownloadTestCase' Add docstring to function 'setUp' Add docstring to function 'test_animal_can_download'
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advanced
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testing
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debugging
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Pythoncode:Python
| 2
| 1
| 1,036
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom django.test import TestCase\n\n# Create your tests here.\nfrom crawler.download import *\nfrom crawler.models import *\n\nclass AnimalDownloadTestCase(TestCase):\n def setUp(self):\n self.stopWords = [\"CVPR 2019\", \"Computer Vision Foundation.\"]\n self.url = \"/Users/tuannguyenanh/Desktop/cvpr2019.html\"#\"http://openaccess.thecvf.com/CVPR2019.py\"\n self.root = \"http://openaccess.thecvf.com/\"\n self.event = Event.objects.filter(shortname='CVPR2019').first()\n if self.event is None:\n self.event = Event(shortname='CVPR2019')\n self.event.save()\n\n def test_animal_can_download(self):\n #print(get_html(self.url))\n f = open(self.url)\n soup = parse_html(f.read())\n f.close()\n f = open('cvpr2019.bib', 'w')\n print(soup.title)\n bibtexs = soup.find_all(\"div\", attrs={\"class\": \"bibref\"})\n #print(bibtexs)\n for bib in bibtexs:\n print(bib.text)\n f.write(bib.text.replace('<br>', '\\n'))\n f.close()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'AnimalDownloadTestCase'\n Add docstring to function 'setUp'\n Add docstring to function 'test_animal_can_download'"}]
| false
| null | null | null |
b9bb907819b5835937644fde4b8d08e5dd987580
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: #!/usr/bin/python3 from urllib.request import urlopen from xml.etree.ElementTree import parse # Download the RSS feed and parse it u = urlopen('http://planet.python.org/rss20.xml') doc = parse(u) # Extract and output tags of interest ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: for item in doc.iterfind('channel/item'): title = item.findtext('title') date = item.findtext('pubDate') link = item.findtext('link')
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intermediate
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api
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incomplete_code
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Pythoncode:Python
| 0
| 0
| 236
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/python3\n\nfrom urllib.request import urlopen\nfrom xml.etree.ElementTree import parse\n\n# Download the RSS feed and parse it\nu = urlopen('http://planet.python.org/rss20.xml')\ndoc = parse(u)\n\n# Extract and output tags of interest\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\nfor item in doc.iterfind('channel/item'):\n\ttitle = item.findtext('title')\n\tdate = item.findtext('pubDate')\n\tlink = item.findtext('link')"}]
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syntax
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HARD_CUT
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CRITICAL
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b9bfcc9ca3f71d3591d1b453eea9313adf491d9f
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: """dedupper_app URL Configuration The `urlpatterns` list routes URLs to views. For more information please see: https://docs.djangoproject.com/en/2.0/topics/http/urls/ Examples: Function views 1. Add an import: from my_app import views 2. Add a URL to urlpatterns: path('', views.home, name='home') Class-based views 1. Add an import: from other_app.views import Home 2. Add a URL to urlpatterns: path('', Home.as_view(), name='home') Including another URLconf 1. Import the include() function: from django.urls import include, path 2. Add a URL to urlpatterns: path('blog/', include('blog.urls')) """ from django.contrib import admin from django.urls import path from contacts import views admin.autodiscover() urlpatterns = [
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path('', views.index, name='contact_index'), path('', views.index, name='lead_index'), path('contacts/', views.contacts, name='contacts'), path('leads/', views.leads, name='leads'), path('table/', views.table, name='table'), path('plotly/', views.plotly, name='plotly'), # url(r'^keys', views.upload, name='keys'), # path('key-gen/', views.key_gen, name='key-gen'), # path('heroku/', generic.ListView.as_view(model=models.Contact), name='heroku'), # path('run/', views.run, name='run'), # path('sorted/<id>', views.merge, name='merge'), # path('sorted/export/<type>', views.download, name='export'), # path('sorted/report/<type>', views.download_times, name='report'), ]
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intermediate
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api
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code_completion
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Pythoncode:Python
| 0
| 0
| 1,489
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"dedupper_app URL Configuration\n\nThe `urlpatterns` list routes URLs to views. For more information please see:\n https://docs.djangoproject.com/en/2.0/topics/http/urls/\nExamples:\nFunction views\n 1. Add an import: from my_app import views\n 2. Add a URL to urlpatterns: path('', views.home, name='home')\nClass-based views\n 1. Add an import: from other_app.views import Home\n 2. Add a URL to urlpatterns: path('', Home.as_view(), name='home')\nIncluding another URLconf\n 1. Import the include() function: from django.urls import include, path\n 2. Add a URL to urlpatterns: path('blog/', include('blog.urls'))\n\"\"\"\nfrom django.contrib import admin\nfrom django.urls import path\n\nfrom contacts import views\n\nadmin.autodiscover()\n\nurlpatterns = ["}, {"role": "assistant", "content": "\n path('', views.index, name='contact_index'),\n path('', views.index, name='lead_index'),\n path('contacts/', views.contacts, name='contacts'),\n path('leads/', views.leads, name='leads'),\n path('table/', views.table, name='table'),\n path('plotly/', views.plotly, name='plotly'),\n# url(r'^keys', views.upload, name='keys'),\n# path('key-gen/', views.key_gen, name='key-gen'),\n# path('heroku/', generic.ListView.as_view(model=models.Contact), name='heroku'),\n# path('run/', views.run, name='run'),\n# path('sorted/<id>', views.merge, name='merge'),\n# path('sorted/export/<type>', views.download, name='export'),\n# path('sorted/report/<type>', views.download_times, name='report'),\n]"}]
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b9c06414f6de5d6df932f87abe0ac2addfe2d410
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: #!/usr/bin/env python # Copyright 2016 Google Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # [START app] import os import logging import transform import flask import google.cloud.storage as gcs # [start config] app = flask.Flask(__name__) # Configure this environment variable via app.yaml CLOUD_STORAGE_BUCKET = os.environ['CLOUD_STORAGE_BUCKET'] # logging.basicConfig(format='%(levelname)s: %(message)s', level=logging.INFO) # [end config] @app.route('/') def welcome(): return '<html><a href="ingest">ingest last week</a> earthquake data</html>' @app.route('/ingest') def ingest_last_week(): try: # verify that this is a cron job request is_cron = flask.request.headers['X-Appengine-Cron'] logging.info('Received cron request {}'.format(is_cron)) # create png url = 'http://earthquake.usgs.gov/earthquakes/feed/v1.0/summary/all_week.csv' outfile = 'earthquakes.png' status = 'scheduled ingest of {} to {}'.format(url, outfile) logging.info(status) transform.create_png(url, outfile) # upload to cloud storage client = gcs.Client() Error: IndentationError / Incomplete Function
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Fixed Code: #!/usr/bin/env python # Copyright 2016 Google Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # [START app] import os import logging import transform Explanation: Complete the function 'ingest_last_week' body and add missing return
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intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 1,645
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n# Copyright 2016 Google Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n# [START app]\nimport os\nimport logging\nimport transform\n\nimport flask\nimport google.cloud.storage as gcs\n\n# [start config]\napp = flask.Flask(__name__)\n# Configure this environment variable via app.yaml\nCLOUD_STORAGE_BUCKET = os.environ['CLOUD_STORAGE_BUCKET']\n#\nlogging.basicConfig(format='%(levelname)s: %(message)s', level=logging.INFO)\n# [end config]\n\n\n@app.route('/')\ndef welcome():\n return '<html><a href=\"ingest\">ingest last week</a> earthquake data</html>'\n\n\n@app.route('/ingest')\ndef ingest_last_week():\n try:\n # verify that this is a cron job request\n is_cron = flask.request.headers['X-Appengine-Cron']\n logging.info('Received cron request {}'.format(is_cron))\n\n # create png\n url = 'http://earthquake.usgs.gov/earthquakes/feed/v1.0/summary/all_week.csv'\n outfile = 'earthquakes.png'\n status = 'scheduled ingest of {} to {}'.format(url, outfile)\n logging.info(status)\n transform.create_png(url, outfile)\n\n # upload to cloud storage\n client = gcs.Client()\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n# Copyright 2016 Google Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n# [START app]\nimport os\nimport logging\nimport transform\n\n\n Explanation: Complete the function 'ingest_last_week' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
b9c1d738b7414d020a32d72c8b5b4b39a4b6d1d4
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import pyperclip import random import string class Credential: ''' class that generates new credentials ''' credential_list = [] def __init__(self,username,sitename,password): self.username = username self.password = password self.sitename = sitename def save_credential(self): ''' save_cred method saves the user objects into creds_list ''' Credential.credential_list.append(self) @classmethod def display_credential(cls, user_name): ''' Class method to show the list of credentials saved ''' users_credential_list = [] for credential in cls.credential_list: if credential.username == user_name: users_credential_list.append(credential) return users_credential_list def delete_credential(self): ''' delete_contact method deletes a saved credential from the credential_list ''' Credential.credential_list.remove(self) def generate_password(self): ''' Function to generate a password where a user can generate a password based on their length of choice ''' chars = "abcdefghijklmnopqrstuvwxyziABCDEFGHIJKLMNOPQRSTUVWXYZ1234567890^?!?$%&/()=?`'+#*'~';:_,.-<>|" password = "" # Complete this line print("Use Char list = %s \n" % chars) length = int(input("[*] Input Password Length: ")) while len(password) != length: password = password + random.choice(chars) if len(password) == length: print("Password: %s" % password) return password @classmethod def find_by_sitename(cls, sitename): ''' Class method that takes a site name and returns the credential that matches that site ''' for credential in cls.credential_list: if credential.sitename == sitename: return credential @classmethod def copy_credential(cls, sitename): ''' Class method that copies a credentials details after the credentials sitename has been entered ''' find_credential = Credential.find_by_sitename(sitename) return pyperclip.copy(find_credential.password) @classmethod def credential_exist(cls, sitename): ''' Method that checks if user exists from the credential list. Returns: Boolean: True or false depending if the credential exits ''' the_credential = "" for credential in Credential.credential_list: if (credential.sitename == sitename): the_credential = sitename return the_credential
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The missing line is:
|
advanced
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 8
| 2
| 2,526
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport pyperclip\nimport random \nimport string\nclass Credential:\n '''\n class that generates new credentials\n '''\n credential_list = []\n\n def __init__(self,username,sitename,password):\n self.username = username\n self.password = password\n self.sitename = sitename\n\n def save_credential(self):\n '''\n save_cred method saves the user objects into creds_list\n '''\n Credential.credential_list.append(self)\n\n @classmethod\n def display_credential(cls, user_name):\n '''\n Class method to show the list of credentials saved\n '''\n users_credential_list = []\n for credential in cls.credential_list:\n if credential.username == user_name:\n users_credential_list.append(credential)\n return users_credential_list\n\n def delete_credential(self):\n '''\n delete_contact method deletes a saved credential from the credential_list\n '''\n Credential.credential_list.remove(self)\n\n def generate_password(self):\n '''\n Function to generate a password where a user can generate a password based on their length of choice\n '''\n chars = \"abcdefghijklmnopqrstuvwxyziABCDEFGHIJKLMNOPQRSTUVWXYZ1234567890^?!?$%&/()=?`'+#*'~';:_,.-<>|\"\n password = \"\"\n # Complete this line\n print(\"Use Char list = %s \\n\" % chars)\n\n length = int(input(\"[*] Input Password Length: \"))\n while len(password) != length:\n password = password + random.choice(chars)\n if len(password) == length:\n print(\"Password: %s\" % password)\n return password\n @classmethod\n def find_by_sitename(cls, sitename):\n '''\n Class method that takes a site name and returns the credential that matches that site\n '''\n for credential in cls.credential_list:\n if credential.sitename == sitename:\n return credential\n @classmethod\n def copy_credential(cls, sitename):\n '''\n Class method that copies a credentials details after the credentials sitename has been entered\n '''\n find_credential = Credential.find_by_sitename(sitename)\n return pyperclip.copy(find_credential.password)\n @classmethod\n def credential_exist(cls, sitename):\n '''\n Method that checks if user exists from the credential list.\n Returns:\n Boolean: True or false depending if the credential exits\n '''\n the_credential = \"\"\n for credential in Credential.credential_list:\n if (credential.sitename == sitename):\n the_credential = sitename\n return the_credential"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
b9c4867749ea67a9a267a9e62cea575f210f9260
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python """ rip_annotated_junctions.py Non-reference/species verson of this script, no lift-over Rips junctions from annotation files contained in jan_24_2016_annotations.tar.gz, as described in annotation_definition.md. Junctions are dumped to stdout, which we record as annotated_junctions.tsv.gz in runs/sra (same directory as this file). annotated_junctions.tsv.gz is required by tables.py. The format of annotated_junctions.tsv.gz is (tab-separated fields), one per junction 1. Chromosome 2. Start position (1-based, inclusive) 3. End position (1-based, inclusive) 4. Strand (+ or -) 5. anno source (abbreviation) Must have Stats are written to stderr From the runs/sra/v2 directory, we ran pypy rip_annotated_junctions.py --hisat2-dir /path/to/hisat2-2.0.1-beta --annotations path/to/jan_24_2016_annotations.tar.gz | sort -k1,1 -k2,2n -k3,3n | gzip >annotated_junctions.tsv.gz """ import subprocess import tarfile import argparse import tempfile import atexit import shutil import glob import os import gzip import sys #file2source = {"hg19/gencode.v19.annotation.gtf.gz":"gC19","hg19/refGene.txt.gz":"rG19","hg19/acembly.txt.gz":"aC19","hg19/ccdsGene.txt.gz":"cG19","hg19/vegaGene.txt.gz":"vG19","hg19/knownGene.txt.gz":"kG19","hg19/mgcGenes.txt.gz":"mG19","hg19/lincRNAsTranscripts.txt.gz":"lR19","hg19/sibGene.txt.gz":"sG19","hg38/refGene.txt.gz":"rG38","hg38/ccdsGene.txt.gz":"cG38","hg38/gencode.v24.annotation.gtf.gz":"gC38","hg38/knownGene.txt.gz":"kG38","hg38/mgcGenes.txt.gz":"mG38","hg38/lincRNAsTranscripts.txt.gz":"lR38","hg38/sibGene.txt.gz":"sG38"} #file2source = {"mm10/mouse10_ucsc_genes.gtf.gz":"kG10","mm10/mouse10_gencodevm11_comp.gtf.gz":"gC11","mm10/mouse10_gencodevm09_comp.gtf.gz":"gC09","mm10/mouse10_refseq_refgene.gtf.gz":"rG10"} file2source = {"mouse10_ucsc_genes.gtf.gz":"kG10","mouse10_gencodevm11_comp.gtf.gz":"gC11","mouse10_gencodevm09_comp.gtf.gz":"gC09","mouse10_refseq_refgene.gtf.gz":"rG10"} if __name__ == '__main__': # Print file's docstring if -h is invoked parser = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) # Add command-line arguments parser.add_argument('--extract-script-dir', type=str, required=True, help=('path to directory containing extract_splice_sites.py script (from HISAT2)') ) parser.add_argument('--annotations', type=str, required=True, help=('full path to directory that has the annotation GTF(s) in gzipped format') ) args = parser.parse_args() extract_destination = tempfile.mkdtemp() atexit.register(shutil.rmtree, extract_destination) #with tarfile.open(args.annotations, 'r:gz') as # tar.extractall(path=extract_destination) extract_splice_sites_path = os.path.join(args.extract_script_dir, 'extract_splice_sites.py') containing_dir = os.path.dirname(os.path.realpath(__file__) ... [code truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 2 • Unclosed '(' at line 66 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 2 • Add closing ')' bracket
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 3,027
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\"\"\"\nrip_annotated_junctions.py\n\nNon-reference/species verson of this script, no lift-over\n\nRips junctions from annotation files contained in\njan_24_2016_annotations.tar.gz, as described in annotation_definition.md.\nJunctions are dumped to stdout, which we record as annotated_junctions.tsv.gz\nin runs/sra (same directory as this file). annotated_junctions.tsv.gz is\nrequired by tables.py. The format of annotated_junctions.tsv.gz is\n\n(tab-separated fields), one per junction\n1. Chromosome\n2. Start position (1-based, inclusive)\n3. End position (1-based, inclusive)\n4. Strand (+ or -)\n5. anno source (abbreviation)\n\nMust have\n\nStats are written to stderr\n\nFrom the runs/sra/v2 directory, we ran\n\npypy rip_annotated_junctions.py\n --hisat2-dir /path/to/hisat2-2.0.1-beta\n --annotations path/to/jan_24_2016_annotations.tar.gz\n | sort -k1,1 -k2,2n -k3,3n | gzip >annotated_junctions.tsv.gz\n\"\"\"\n\nimport subprocess\nimport tarfile\nimport argparse\nimport tempfile\nimport atexit\nimport shutil\nimport glob\nimport os\nimport gzip\nimport sys\n\n#file2source = {\"hg19/gencode.v19.annotation.gtf.gz\":\"gC19\",\"hg19/refGene.txt.gz\":\"rG19\",\"hg19/acembly.txt.gz\":\"aC19\",\"hg19/ccdsGene.txt.gz\":\"cG19\",\"hg19/vegaGene.txt.gz\":\"vG19\",\"hg19/knownGene.txt.gz\":\"kG19\",\"hg19/mgcGenes.txt.gz\":\"mG19\",\"hg19/lincRNAsTranscripts.txt.gz\":\"lR19\",\"hg19/sibGene.txt.gz\":\"sG19\",\"hg38/refGene.txt.gz\":\"rG38\",\"hg38/ccdsGene.txt.gz\":\"cG38\",\"hg38/gencode.v24.annotation.gtf.gz\":\"gC38\",\"hg38/knownGene.txt.gz\":\"kG38\",\"hg38/mgcGenes.txt.gz\":\"mG38\",\"hg38/lincRNAsTranscripts.txt.gz\":\"lR38\",\"hg38/sibGene.txt.gz\":\"sG38\"}\n\n #file2source = {\"mm10/mouse10_ucsc_genes.gtf.gz\":\"kG10\",\"mm10/mouse10_gencodevm11_comp.gtf.gz\":\"gC11\",\"mm10/mouse10_gencodevm09_comp.gtf.gz\":\"gC09\",\"mm10/mouse10_refseq_refgene.gtf.gz\":\"rG10\"}\nfile2source = {\"mouse10_ucsc_genes.gtf.gz\":\"kG10\",\"mouse10_gencodevm11_comp.gtf.gz\":\"gC11\",\"mouse10_gencodevm09_comp.gtf.gz\":\"gC09\",\"mouse10_refseq_refgene.gtf.gz\":\"rG10\"}\n\nif __name__ == '__main__':\n # Print file's docstring if -h is invoked\n parser = argparse.ArgumentParser(description=__doc__, \n formatter_class=argparse.RawDescriptionHelpFormatter)\n # Add command-line arguments\n parser.add_argument('--extract-script-dir', type=str, required=True,\n help=('path to directory containing extract_splice_sites.py script (from HISAT2)')\n )\n parser.add_argument('--annotations', type=str, required=True,\n help=('full path to directory that has the annotation GTF(s) in gzipped format')\n )\n args = parser.parse_args()\n extract_destination = tempfile.mkdtemp()\n atexit.register(shutil.rmtree, extract_destination)\n#with tarfile.open(args.annotations, 'r:gz') as \n # tar.extractall(path=extract_destination)\n extract_splice_sites_path = os.path.join(args.extract_script_dir,\n 'extract_splice_sites.py')\n containing_dir = os.path.dirname(os.path.realpath(__file__)\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 2\n \u2022 Unclosed '(' at line 66 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 2\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b9c62ba9c79d4ffcb00ede68fc940fc877d45118
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- import numpy as np ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: ... [1 more functiondefs truncated] ...
|
beginner
|
general
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 43
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nimport numpy as np\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\n\n ... [1 more functiondefs truncated] ..."}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9c731695680778a55c685fcfc15ab5e3eccf437
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class Deque: def add_first(self, value): ... def add_last(self, value): ... def delete_first(self):
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Block at line 8 has no body - expected indented block • IndentationError at line 8 Fix: Complete the function 'delete_first' body and add missing return
|
advanced
|
oop
|
error_detection
|
Pythoncode:Python
| 9
| 1
| 129
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass Deque:\n def add_first(self, value):\n ...\n\n def add_last(self, value):\n ...\n\n def delete_first(self):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Block at line 8 has no body - expected indented block\n \u2022 IndentationError at line 8\n\n Fix: Complete the function 'delete_first' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
b9c7d11a999150072e268ba745c49eb08ce5081f
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import models import stores member1 =models.Member("ahmed",33) member2 =models.Member("mohamed",30) post1=models.Post("Post1", "Content1") post2= models.Post("Post2", "Content2") post3= models.Post("Post3", "Content3") #member store member_store=stores.MemberStore() member_store.add(member1) member_store.add(member2) print (member_store.get_all()) post_store=stores.PostStore() post_store.add(post1) post_store.add(post2) post_store.add(post3) print (post_store.get_all())
|
Code analysis results: 💡 Suggestions: Remove debug print() at line 16 before production Remove debug print() at line 22 before production No critical issues found Consider adding unit tests Add inline comments for complex logic
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 0
| 0
| 480
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport models\nimport stores\n\n\nmember1 =models.Member(\"ahmed\",33)\nmember2 =models.Member(\"mohamed\",30)\n\npost1=models.Post(\"Post1\", \"Content1\")\npost2= models.Post(\"Post2\", \"Content2\")\npost3= models.Post(\"Post3\", \"Content3\")\n\n#member store\nmember_store=stores.MemberStore()\nmember_store.add(member1)\nmember_store.add(member2)\nprint (member_store.get_all())\n\npost_store=stores.PostStore()\npost_store.add(post1)\npost_store.add(post2)\npost_store.add(post3)\nprint (post_store.get_all())"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 16 before production\n Remove debug print() at line 22 before production\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
b9c81413c2bd63d72d0731352d31911ef52240f6
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python ''' Author : Bhavyanshu Parasher Email : bhavyanshu@codershangout.org Description : shellfind.py is a Python command line utility which lets you look for shells on a site that the hacker must have uploaded. It considers all the shells available and tries all possibilities via dictionary match. ''' import socket import sys import httplib from urlparse import urlparse import time as t import urllib2 from urllib2 import Request, urlopen, URLError negative = '\033[91m' positive = '\033[32m' wait = '\033[95m' final = '\033[93m' total_scanned_global=0 found_scanned_global=0 def OpenLog(log_file_name): try: f = open(log_file_name, 'r') return f.read() f.close() except IOError: return "File" + log_file_name + "does not exist." def main(): socket.setdefaulttimeout(10) print wait+"\n## ------ Welcome to Shell Finder Utility - Developed by Bhavyanshu Parasher (http://bhavyanshu.github.io) | Apache License V2.0 | Project Source (https://github.com/bhavyanshu/Shell-Finder) ------ ##" website_url = raw_input("\n\nEnter URL to scan ([eg, http://sitename.com or https://sitename.com/subdir ] | Do not add slash at the end of URL) : ") parse_url=urlparse(website_url) log_file_name = "LOG/"+parse_url.netloc+".log" global total_scanned_global global found_scanned_global try: try: create=open(log_file_name,"w") # Complete this line print negative+"\nError generating log file. Please check directory access permissions." print wait+"\nCreating a persistent connection to site "+website_url conn = urllib2.Request(website_url) urllib2.urlopen(website_url) print positive+"Connected! Begining to scan for shells.." except (urllib2.HTTPError) as Exit: print negative+"\nEither the server is down or you are not connected to the internet." exit() try: dictionary = open("dictionary","r") except(IOError): print negative+"Dictionary file not found_scanned_global. Please download the latest dictionary from github link" exit() keywords = dictionary.readlines() for keys in keywords: keys=keys.replace("\n","") #To replace newline with empty New_URL = website_url+"/"+keys print wait+">>>> "+New_URL req=Request(New_URL) try: response = urlopen(req) except URLError, e: if hasattr(e,'reason'): print negative+"Not found" total_scanned_global = total_scanned_global+1 elif hasattr(e,'code'): print negative+"Not found " total_scanned_global = total_scanned_global+1 else: try: log_file=open(log_file_name,"a+") #Appending to it except(IOError): print negative+"Failed to create log file. Check dir permissions." found_scanned_url=New_URL print positive+"Possible shell found at ",found_scanned_url log_file.writelines(found_scanned_url+"\n") found_scanned_global=found_scanned_global+1 total_scanned_global=total_scanned_global+1 log_file.close() print "\nTotal tries : ", total_scanned_global print positive+"\nPossible shells: ",found_scanned_global print final+"\nF ... [code truncated] ...
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The missing line is: except:
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 3,033
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\n'''\nAuthor : Bhavyanshu Parasher\nEmail : bhavyanshu@codershangout.org\nDescription : shellfind.py is a Python command line utility which lets you look for shells on a site that the hacker must have uploaded. It considers all the shells available and tries all possibilities via dictionary match.\n'''\nimport socket\nimport sys\nimport httplib\nfrom urlparse import urlparse\nimport time as t\nimport urllib2\nfrom urllib2 import Request, urlopen, URLError\n\n\nnegative = '\\033[91m'\npositive = '\\033[32m'\nwait = '\\033[95m'\nfinal = '\\033[93m'\ntotal_scanned_global=0\nfound_scanned_global=0\n\ndef OpenLog(log_file_name): \n\ttry:\n\t\tf = open(log_file_name, 'r')\n\t\treturn f.read()\n\t\tf.close()\n\texcept IOError:\n\t\treturn \"File\" + log_file_name + \"does not exist.\"\n\ndef main():\n\tsocket.setdefaulttimeout(10)\n\tprint wait+\"\\n## ------ Welcome to Shell Finder Utility - Developed by Bhavyanshu Parasher (http://bhavyanshu.github.io) | Apache License V2.0 | Project Source (https://github.com/bhavyanshu/Shell-Finder) ------ ##\"\n\twebsite_url = raw_input(\"\\n\\nEnter URL to scan ([eg, http://sitename.com or https://sitename.com/subdir ] | Do not add slash at the end of URL) : \")\n\tparse_url=urlparse(website_url)\n\tlog_file_name = \"LOG/\"+parse_url.netloc+\".log\"\n\tglobal total_scanned_global\n\tglobal found_scanned_global\n\ttry:\n\t\ttry:\n\t\t\tcreate=open(log_file_name,\"w\")\n # Complete this line\n\t\t\tprint negative+\"\\nError generating log file. Please check directory access permissions.\"\n\t\tprint wait+\"\\nCreating a persistent connection to site \"+website_url\n\t\tconn = urllib2.Request(website_url)\n\t\turllib2.urlopen(website_url)\n\t\tprint positive+\"Connected! Begining to scan for shells..\"\n\texcept (urllib2.HTTPError) as Exit:\n\t\tprint negative+\"\\nEither the server is down or you are not connected to the internet.\"\n\t\texit()\n\ttry:\n\t\tdictionary = open(\"dictionary\",\"r\")\n\texcept(IOError):\n\t\tprint negative+\"Dictionary file not found_scanned_global. Please download the latest dictionary from github link\"\n\t\texit()\n\tkeywords = dictionary.readlines()\n\tfor keys in keywords:\n\t\tkeys=keys.replace(\"\\n\",\"\") #To replace newline with empty\n\t\tNew_URL = website_url+\"/\"+keys\n\t\tprint wait+\">>>> \"+New_URL\n\t\treq=Request(New_URL)\n\t\ttry:\n\t\t\tresponse = urlopen(req)\n\t\texcept URLError, e:\n\t\t\tif hasattr(e,'reason'):\n\t\t\t\tprint negative+\"Not found\"\n\t\t\t\ttotal_scanned_global = total_scanned_global+1\n\t\t\telif hasattr(e,'code'):\n\t\t\t\tprint negative+\"Not found \"\n\t\t\t\ttotal_scanned_global = total_scanned_global+1\n\t\telse:\n\t\t\ttry:\n\t\t\t\tlog_file=open(log_file_name,\"a+\") #Appending to it\n\t\t\texcept(IOError):\n\t\t\t\tprint negative+\"Failed to create log file. Check dir permissions.\"\n\t\t\tfound_scanned_url=New_URL\n\t\t\tprint positive+\"Possible shell found at \",found_scanned_url\n\t\t\tlog_file.writelines(found_scanned_url+\"\\n\")\n\t\t\tfound_scanned_global=found_scanned_global+1\n\t\t\ttotal_scanned_global=total_scanned_global+1\n\t\t\tlog_file.close()\n\tprint \"\\nTotal tries : \", total_scanned_global\n\tprint positive+\"\\nPossible shells: \",found_scanned_global\n\tprint final+\"\\nF\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n\t\texcept:"}]
| false
| null | null | null |
b9c89d9ad7d4587730637df2e5c8576e03c43ad8
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # A string S consisting of N characters is considered to be properly nested if any of the following conditions is true: # S is empty; # S has the form "(U)" or "[U]" or "{U}" where U is a properly nested string; S has the form "VW" where V and W are properly nested strings. # For example, the string "{[()()]}" is properly nested but "([)()]" is not. # Write a function: # int solution(char *S); # that, given a string S consisting of N characters, returns 1 if S is properly nested and 0 otherwise. # For example, given S = "{[()()]}", the function should return 1 and given S = "([)()]", the function should return 0, as explained above. # Assume that: # N is an integer within the range [0..200,000]; # string S consists only of the following characters: "(", "{", "[", "]", "}" and/or ")". Complexity: # expected worst-case time complexity is O(N); # expected worst-case space complexity is O(N) (not counting the storage required for input arguments). def solution(s): sets = dict(zip('({[', ')}]')) if(not isinstance(s, str)): return "Invalid input" collector = [] for bracket in s: ... code continues ...
|
Completion: Missing: Function 'solution' is incomplete - body truncated To complete: • Complete the function 'solution' body and add missing return Example continuation: if(bracket in sets): collector.append(sets[bracket]) elif bracket not in(sets.values()): return "Invalid input" elif (bracket != collector.pop()):
|
intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 1,103
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# A string S consisting of N characters is considered to be properly nested if any of the following conditions is true:\n# S is empty;\n# S has the form \"(U)\" or \"[U]\" or \"{U}\" where U is a properly nested string; S has the form \"VW\" where V and W are properly nested strings.\n# For example, the string \"{[()()]}\" is properly nested but \"([)()]\" is not.\n# Write a function:\n# int solution(char *S);\n# that, given a string S consisting of N characters, returns 1 if S is properly nested and 0 otherwise.\n# For example, given S = \"{[()()]}\", the function should return 1 and given S = \"([)()]\", the function should return 0, as explained above.\n# Assume that:\n# N is an integer within the range [0..200,000];\n# string S consists only of the following characters: \"(\", \"{\", \"[\", \"]\", \"}\" and/or \")\". Complexity:\n# expected worst-case time complexity is O(N);\n# expected worst-case space complexity is O(N) (not counting the storage required for input arguments).\n\ndef solution(s):\n sets = dict(zip('({[', ')}]'))\n if(not isinstance(s, str)):\n return \"Invalid input\"\n\n collector = []\n for bracket in s:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'solution' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'solution' body and add missing return\n\n Example continuation:\n if(bracket in sets):\n collector.append(sets[bracket])\n elif bracket not in(sets.values()):\n return \"Invalid input\"\n elif (bracket != collector.pop()):"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
b9c964b752a9622a17123202e7aae50d1718a48a
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import bpy import random as rnd from collections import Counter import itertools as iter feld_von, feld_bis = -4, 4 spielfeld_von, spielfeld_bis = feld_von-6, feld_bis+6 anz = int((feld_bis-feld_von)**3*.3) spielfeld = {(rnd.randint(feld_von, feld_bis), rnd.randint( feld_von, feld_bis), rnd.randint(feld_von, feld_bis)) for _ in range(anz)} animate_frame = 8 def nachbarn(pos): for x,y,z in iter.product(range(-1,2), repeat = 3): if z == y == x == 0: continue yield pos[0]+x, pos[1]+y, pos[2]+z def nächsteGeneration(spielfeld): nachb = Counter([p for pos in spielfeld for p in nachbarn(pos)]) return {pos for pos, anz in nachb.items() if anz == 6 or (anz in (5, 6, 7, 8) and pos in spielfeld)} def scale_rotate(ob, scale, rot, fr): ob.scale = (scale, scale, scale) ob.rotation_euler.rotate_axis("Z", rot) ob.keyframe_insert(data_path='rotation_euler', frame=fr) ob.keyframe_insert(data_path='scale', frame=fr) bpy.ops.mesh.primitive_cube_add(size=0.001, location=(0, 0, 0)) orig_cube = bpy.context.active_object n = "cube" m = orig_cube.data.copy() cubes = {} for x,y,z in iter.product(range(spielfeld_von,spielfeld_bis), repeat = 3): o = bpy.data.objects.new(n, m) o.location = (x, y, z) cubes[x, y, z] = o bpy.context.collection.objects.link(o) o.select_set(False) for i in range(200): print(f'Durchlauf No. {i}, Anz. Zellen = {len(spielfeld)}') spielfeld2 = nächsteGeneration(spielfeld) dead = spielfeld - spielfeld2 new = spielfeld2 - spielfeld spielfeld = spielfeld2 if not new and not dead: break for zelle in new | dead: if zelle not in cubes: continue ob = cubes[zelle] if zelle in new: scale_rotate(ob, 0.001, -3.141/2, (i-1)*animate_frame) scale_rotate(ob, 750, 3.141/2, i * animate_frame) else: scale_rotate(ob, 750, 3.141/2, (i-1) * animate_frame) scale_rotate(ob, 0.001, -3.141/2, i * animate_frame) if not spielfeld: break bpy.context.scene.frame_current = 1
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
oop
|
refactoring
|
Pythoncode:Python
| 3
| 0
| 1,996
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport bpy\nimport random as rnd\nfrom collections import Counter\nimport itertools as iter \n\n\nfeld_von, feld_bis = -4, 4\nspielfeld_von, spielfeld_bis = feld_von-6, feld_bis+6\nanz = int((feld_bis-feld_von)**3*.3)\n\nspielfeld = {(rnd.randint(feld_von, feld_bis), rnd.randint(\n feld_von, feld_bis), rnd.randint(feld_von, feld_bis)) for _ in range(anz)}\nanimate_frame = 8\n\n\ndef nachbarn(pos):\n for x,y,z in iter.product(range(-1,2), repeat = 3):\n if z == y == x == 0: continue\n yield pos[0]+x, pos[1]+y, pos[2]+z\n\n\ndef n\u00e4chsteGeneration(spielfeld):\n nachb = Counter([p for pos in spielfeld for p in nachbarn(pos)])\n return {pos for pos, anz in nachb.items() if anz == 6 or (anz in (5, 6, 7, 8) and pos in spielfeld)}\n\n\ndef scale_rotate(ob, scale, rot, fr):\n ob.scale = (scale, scale, scale)\n ob.rotation_euler.rotate_axis(\"Z\", rot)\n ob.keyframe_insert(data_path='rotation_euler', frame=fr)\n ob.keyframe_insert(data_path='scale', frame=fr)\n\n\nbpy.ops.mesh.primitive_cube_add(size=0.001, location=(0, 0, 0))\norig_cube = bpy.context.active_object\nn = \"cube\"\nm = orig_cube.data.copy()\n\ncubes = {}\nfor x,y,z in iter.product(range(spielfeld_von,spielfeld_bis), repeat = 3):\n o = bpy.data.objects.new(n, m)\n o.location = (x, y, z)\n cubes[x, y, z] = o\n bpy.context.collection.objects.link(o)\n o.select_set(False)\n\nfor i in range(200):\n print(f'Durchlauf No. {i}, Anz. Zellen = {len(spielfeld)}')\n spielfeld2 = n\u00e4chsteGeneration(spielfeld)\n dead = spielfeld - spielfeld2\n new = spielfeld2 - spielfeld\n spielfeld = spielfeld2\n if not new and not dead:\n break\n for zelle in new | dead:\n if zelle not in cubes:\n continue\n ob = cubes[zelle]\n if zelle in new:\n scale_rotate(ob, 0.001, -3.141/2, (i-1)*animate_frame)\n scale_rotate(ob, 750, 3.141/2, i * animate_frame)\n else:\n scale_rotate(ob, 750, 3.141/2, (i-1) * animate_frame)\n scale_rotate(ob, 0.001, -3.141/2, i * animate_frame)\n if not spielfeld:\n break\n\nbpy.context.scene.frame_current = 1"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b9ca4ff833bf2ee267f7f1b8ecf69069cd8c4b31
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from dataclasses import dataclass import numpy as np import xarray as xr from power_perceiver.load_prepared_batches.data_sources import PV from power_perceiver.load_prepared_batches.data_sources.prepared_data_source import XarrayBatch @dataclass class ReduceNumPVSystems: """Reduce the number of PV systems per example to `requested_num_pv_systems`. Randomly select PV systems for each example. If there are less PV systems available than requested, then randomly sample with duplicates allowed. This is implemented as an xr_batch_processor so it can run after SelectPVSystemsNearCenterOfImage. """ requested_num_pv_systems: int def __post_init__(self): self.rng = np.random.default_rng() # Seeded by seed_rngs worker_init_function def __call__(self, xr_batch: XarrayBatch) -> XarrayBatch: pv_batch = xr_batch[PV] num_examples = len(pv_batch.example) selection = np.zeros(shape=(num_examples, self.requested_num_pv_systems), dtype=np.int32) for example_i in range(num_examples): pv_mask_for_example = pv_batch.pv_mask.isel(example=example_i).values all_indicies = np.nonzero(pv_mask_for_example)[0] # Only allow a PV system to be chosen multiple times for this example if there are # less available PV systems than requested PV systems. replace = len(all_indicies) < self.requested_num_pv_systems chosen_indicies = self.rng.choice( all_indicies, size=self.requested_num_pv_systems, replace=replace ) selection[example_i] = chosen_indicies selection = xr.DataArray(selection, dims=("example", "pv_system")) pv_batch = pv_batch.isel(pv_system=selection) xr_batch[PV] = pv_batch return xr_batch
|
Code Review: ❌ Critical issues: Unterminated string literal at line 12 ⚠️ Code quality: Unexpected indentation at line 15 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 28 Unexpected indentation at line 31 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 ✨ Improvements: Add closing quote at line 12 Add docstring to function '__call__'
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 2
| 1
| 1,824
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom dataclasses import dataclass\n\nimport numpy as np\nimport xarray as xr\n\nfrom power_perceiver.load_prepared_batches.data_sources import PV\nfrom power_perceiver.load_prepared_batches.data_sources.prepared_data_source import XarrayBatch\n\n\n@dataclass\nclass ReduceNumPVSystems:\n \"\"\"Reduce the number of PV systems per example to `requested_num_pv_systems`.\n\n Randomly select PV systems for each example. If there are less PV systems available\n than requested, then randomly sample with duplicates allowed.\n\n This is implemented as an xr_batch_processor so it can run after\n SelectPVSystemsNearCenterOfImage.\n \"\"\"\n\n requested_num_pv_systems: int\n\n def __post_init__(self):\n self.rng = np.random.default_rng() # Seeded by seed_rngs worker_init_function\n\n def __call__(self, xr_batch: XarrayBatch) -> XarrayBatch:\n pv_batch = xr_batch[PV]\n num_examples = len(pv_batch.example)\n\n selection = np.zeros(shape=(num_examples, self.requested_num_pv_systems), dtype=np.int32)\n for example_i in range(num_examples):\n pv_mask_for_example = pv_batch.pv_mask.isel(example=example_i).values\n all_indicies = np.nonzero(pv_mask_for_example)[0]\n # Only allow a PV system to be chosen multiple times for this example if there are\n # less available PV systems than requested PV systems.\n replace = len(all_indicies) < self.requested_num_pv_systems\n chosen_indicies = self.rng.choice(\n all_indicies, size=self.requested_num_pv_systems, replace=replace\n )\n selection[example_i] = chosen_indicies\n\n selection = xr.DataArray(selection, dims=(\"example\", \"pv_system\"))\n pv_batch = pv_batch.isel(pv_system=selection)\n xr_batch[PV] = pv_batch\n return xr_batch"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 12\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 15\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 28\n Unexpected indentation at line 31\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n\n\u2728 Improvements:\n Add closing quote at line 12\n Add docstring to function '__call__'"}]
| false
| null | null | null |
b9ca98991068e30844d7bcc8e336f70de5eef5a9
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #encoding=utf8 # 按天生成文件 import logging import time from logging.handlers import TimedRotatingFileHandler #---------------------------------------------------------------------- if __name__ == "__main__": logFilePath = "timed_test.log" logger = logging.getLogger("YouLoggerName") logger.setLevel(logging.INFO) handler = TimedRotatingFileHandler(logFilePath, when="d", interval=1, backupCount=7) formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s') handler.setFormatter(formatter) handler.setLevel(logging.INFO) logger.addHandler(handler) for i in range(6 - 1): logger.info("This is a info!") logger.debug("This is a debug!") # time.sleep(61)
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 26 Buggy code: for i in range(6 - 1): Should be: for i in range(6): Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
intermediate
|
testing
|
logical_errors
|
Pythoncode:Python
| 0
| 0
| 861
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#encoding=utf8\n# \u6309\u5929\u751f\u6210\u6587\u4ef6\n\nimport logging\nimport time\n\nfrom logging.handlers import TimedRotatingFileHandler\n\n#---------------------------------------------------------------------- \nif __name__ == \"__main__\":\n logFilePath = \"timed_test.log\"\n logger = logging.getLogger(\"YouLoggerName\")\n logger.setLevel(logging.INFO)\n\n handler = TimedRotatingFileHandler(logFilePath,\n when=\"d\",\n interval=1,\n backupCount=7)\n formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')\n\n handler.setFormatter(formatter)\n handler.setLevel(logging.INFO)\n logger.addHandler(handler)\n\n\n for i in range(6 - 1):\n logger.info(\"This is a info!\")\n logger.debug(\"This is a debug!\")\n # time.sleep(61)"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 26\n\n Buggy code:\n for i in range(6 - 1):\n\n Should be:\n for i in range(6):\n\n Explanation: Classic off-by-one error - will cause wrong iteration or index access\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
b9cc65aafe29eb9820f902e036880e65947e1e2d
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from operator import eq class PersonAction: def __init__(self, action): self.action = action def __str__(self): return self.action def __eq__(self, other): return eq(self.action, other.action) # Necessary when __cmp__ or __eq__ is defined # in order to make this class usable as a # dictionary key: def __hash__(self): return hash(self.action) # Static fields; an enumeration of instances: PersonAction.compliment = PersonAction("person compliments") PersonAction.informing = PersonAction("person gives information about the service order") PersonAction.query = PersonAction("person wants to know about his/her order") PersonAction.angry = PersonAction("person is pissed off")
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
database
|
refactoring
|
Pythoncode:Python
| 4
| 1
| 736
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom operator import eq\n\n\nclass PersonAction:\n def __init__(self, action):\n self.action = action\n\n def __str__(self): return self.action\n\n def __eq__(self, other):\n return eq(self.action, other.action)\n\n # Necessary when __cmp__ or __eq__ is defined\n # in order to make this class usable as a\n # dictionary key:\n def __hash__(self):\n return hash(self.action)\n\n\n# Static fields; an enumeration of instances:\nPersonAction.compliment = PersonAction(\"person compliments\")\nPersonAction.informing = PersonAction(\"person gives information about the service order\")\nPersonAction.query = PersonAction(\"person wants to know about his/her order\")\nPersonAction.angry = PersonAction(\"person is pissed off\")"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b9cd3a4333e6169069ae770751a00e82db1b741a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Tool Name :- MyServer # Author :- LordReaper # Date :- 13/11/2018 - 9/11/2019 # Powered By :- Error: SyntaxError / EOF
|
Fixed Code: # Tool Name :- MyServer # Author :- LordReaper # Date :- 13/11/2018 - 9/11/2019 # Powered By :- H1ckPro Software's import sys import os from time import sleep from core.system import * Explanation: Complete the truncated code structure
|
beginner
|
general
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 96
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Tool Name :- MyServer\n# Author :- LordReaper\n# Date :- 13/11/2018 - 9/11/2019\n# Powered By :- \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Tool Name :- MyServer\n# Author :- LordReaper\n# Date :- 13/11/2018 - 9/11/2019\n# Powered By :- H1ckPro Software's\n\nimport sys\nimport os\nfrom time import sleep\nfrom core.system import *\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9cd7df81437d8aa9311f772f8fd75744e9a395a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """ test gen_epub. """ from tmx2epub.gen_epub import gen_epub def test_gen_epub2(): """ test_gen_epub2. """ from pathlib import Path infile = r"tests\2.tmx" stem = Path(infile).absolute(.stem outfile = f"{Path(infile).absolute().parent / stem}.epub" assert gen_epub(infile, debug=True) == outfile # assert 0
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 10 - expected ')' • Invalid syntax at line 10: stem = Path(infile).absolute(.stem Fix: Add missing ')' bracket at line 10
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 340
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\" test gen_epub. \"\"\"\n\nfrom tmx2epub.gen_epub import gen_epub\n\n\ndef test_gen_epub2():\n \"\"\" test_gen_epub2. \"\"\"\n from pathlib import Path\n infile = r\"tests\\2.tmx\"\n stem = Path(infile).absolute(.stem\n outfile = f\"{Path(infile).absolute().parent / stem}.epub\"\n assert gen_epub(infile, debug=True) == outfile\n\n # assert 0"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unclosed '(' at line 10 - expected ')'\n \u2022 Invalid syntax at line 10: stem = Path(infile).absolute(.stem\n\n\n Fix: Add missing ')' bracket at line 10"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b9cda5cbb2749647d6a78abf80d9eb5c24205425
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import json import time import random import logging import requests import os logging.basicConfig(level=logging.INFO) base_url = os.getenv('BASE_URL', 'http://localhost') + ':' + os.getenv( 'DAPR_HTTP_PORT', '3500') PUBSUB_NAME = 'order_pub_sub' TOPIC = 'orders' logging.info('Publishing to baseURL: %s, Pubsub Name: %s, Topic: %s' % ( base_url, PUBSUB_NAME, TOPIC)) for i in range(1, 10): order = {'orderId': i} # Publish an event/message using Dapr PubSub via HTTP Post result = requests.post( url='%s/v1.0/publish/%s/%s' % (base_url, PUBSUB_NAME, TOPIC), json=order ) logging.info('Published data: ' + json.dumps(order)) time.sleep(1)
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This code demonstrates Pythoncode:Python programming.
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intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 716
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport json\nimport time\nimport random\nimport logging\nimport requests\nimport os\n\nlogging.basicConfig(level=logging.INFO)\n\nbase_url = os.getenv('BASE_URL', 'http://localhost') + ':' + os.getenv(\n 'DAPR_HTTP_PORT', '3500')\nPUBSUB_NAME = 'order_pub_sub'\nTOPIC = 'orders'\nlogging.info('Publishing to baseURL: %s, Pubsub Name: %s, Topic: %s' % (\n base_url, PUBSUB_NAME, TOPIC))\n\nfor i in range(1, 10):\n order = {'orderId': i}\n\n # Publish an event/message using Dapr PubSub via HTTP Post\n result = requests.post(\n url='%s/v1.0/publish/%s/%s' % (base_url, PUBSUB_NAME, TOPIC),\n json=order\n )\n logging.info('Published data: ' + json.dumps(order))\n\n time.sleep(1)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9cde2fbd07898c518510cadb194827f6566c927
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- from linepy import * from datetime import datetime from time import sleep from humanfriendly import format_timespan, format_size, format_number, format_length import time, random, sys, json, codecs, threading, glob, re, string, os, requests, subprocess, six, ast, pytz, urllib, urllib.parse #==============================================================================# def restartBot(): print ("[ INFO ] BOT RESETTED") backupData() python = sys.executable os.execl(python, python, *sys.argv) def backupData(): try: backup = settings f = codecs.open('temp.json','w','utf-8') json.dump(backup, f, sort_keys=True, indent=4, ensure_ascii=False) backup = read f = codecs.open('read.json','w','utf-8') json.dump(backup, f, sort_keys=True, indent=4, ensure_ascii=False) return True except Exception as error: logError(error) return False def logError(text): cl.log("[ ERROR ] " + str(text)) time_ = datetime.now() with open("errorLog.txt","a") as error: error.write("\n[%s] %s" % (str(time), text)) def sendMessageWithMention(to, mid): try: aa = '{"S":"0","E":"3","M":'+json.dumps(mid)+'}' text_ = '@x ' cl.sendMessage(to, text_, contentMetadata={'MENTION':'{"MENTIONEES":['+aa+']}'}, contentType=0) except Exception as error: logError(error) def helpmessage(): helpMessage = """╔═════════════ ╠♥ ✿✿✿ 十香の特製Bot ✿✿✿ ♥ ╠SR 設定已讀點 ╠LR 查看誰已讀 ╠Nk @ 標註踢人 ╠Nk 全部再見 ╠══✪〘 其他功能略 〙✪═══ """ return helpMessage wait = { "share":False, "sender" :{}, } admin =['ud5ff1dff426cf9e3030c7ac2a61512f0','ua10c2ad470b4b6e972954e1140ad1891',clMID] owners = ["ua10c2ad470b4b6e972954e1140ad1891","ud5ff1dff426cf9e3030c7ac2a61512f0"] #if clMID not in owners: # python = sys.executable # os.execl(python, python, *sys.argv) #==============================================================================# ... [1 more functiondefs truncated] ...
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Functions: restartBot, backupData, logError, sendMessageWithMention, helpmessage This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 5
| 0
| 2,023
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nfrom linepy import *\nfrom datetime import datetime\nfrom time import sleep\nfrom humanfriendly import format_timespan, format_size, format_number, format_length\nimport time, random, sys, json, codecs, threading, glob, re, string, os, requests, subprocess, six, ast, pytz, urllib, urllib.parse\n#==============================================================================#\ndef restartBot():\n print (\"[ INFO ] BOT RESETTED\")\n backupData()\n python = sys.executable\n os.execl(python, python, *sys.argv)\ndef backupData():\n try:\n backup = settings\n f = codecs.open('temp.json','w','utf-8')\n json.dump(backup, f, sort_keys=True, indent=4, ensure_ascii=False)\n backup = read\n f = codecs.open('read.json','w','utf-8')\n json.dump(backup, f, sort_keys=True, indent=4, ensure_ascii=False)\n return True\n except Exception as error:\n logError(error)\n return False\ndef logError(text):\n cl.log(\"[ ERROR ] \" + str(text))\n time_ = datetime.now()\n with open(\"errorLog.txt\",\"a\") as error:\n error.write(\"\\n[%s] %s\" % (str(time), text))\ndef sendMessageWithMention(to, mid):\n try:\n aa = '{\"S\":\"0\",\"E\":\"3\",\"M\":'+json.dumps(mid)+'}'\n text_ = '@x '\n cl.sendMessage(to, text_, contentMetadata={'MENTION':'{\"MENTIONEES\":['+aa+']}'}, contentType=0)\n except Exception as error:\n logError(error)\ndef helpmessage():\n helpMessage = \"\"\"\u2554\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n\u2560\u2665 \u273f\u273f\u273f \u5341\u9999\u306e\u7279\u88fdBot \u273f\u273f\u273f \u2665\n\u2560SR \u8a2d\u5b9a\u5df2\u8b80\u9ede\n\u2560LR \u67e5\u770b\u8ab0\u5df2\u8b80\n\u2560Nk @ \u6a19\u8a3b\u8e22\u4eba\n\u2560Nk \u5168\u90e8\u518d\u898b\n\u2560\u2550\u2550\u272a\u3018 \u5176\u4ed6\u529f\u80fd\u7565 \u3019\u272a\u2550\u2550\u2550\n\"\"\"\n return helpMessage\nwait = {\n \"share\":False,\n \"sender\" :{},\n}\nadmin =['ud5ff1dff426cf9e3030c7ac2a61512f0','ua10c2ad470b4b6e972954e1140ad1891',clMID]\nowners = [\"ua10c2ad470b4b6e972954e1140ad1891\",\"ud5ff1dff426cf9e3030c7ac2a61512f0\"]\n#if clMID not in owners:\n# python = sys.executable\n# os.execl(python, python, *sys.argv)\n#==============================================================================#\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: restartBot, backupData, logError, sendMessageWithMention, helpmessage\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9ce404499c062b33e8623b446d27dfebe6f033f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: class RedisBackend(object): def __init__(self, settings={}, *args, **kwargs): self.settings = settings @property def connection(self): # cached redis connection if not hasattr(self, '_connection'): self._connection = self.settings.get('redis.connector').get() return self._connection @property def channel(self): # Fanout channel if not hasattr(self, '_channel'): self._channel = self.connection.pubsub() return self._channel def subscribe(self, channels=[]): # Fanout subscriber for chan_id in channels: self.channel.subscribe(chan_id) def listen(self): # Fanout generator for m in self.channel.listen(): if m['type'] == 'message': yield m def send(self, channel_id, payload): # Fanout emitter return self.connection.publish(channel_id, payload) def listen_queue(self, queue_keys): # Message queue generator while 1: yield self.connection.blpop(queue_keys) def send_queue(self, queue_key, payload): return self.connection.rpush(payload)
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Functions: __init__, connection, channel, subscribe, listen Classes: RedisBackend This code demonstrates Pythoncode:Python programming.
|
advanced
|
oop
|
code_explanation
|
Pythoncode:Python
| 8
| 1
| 1,190
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nclass RedisBackend(object):\n\n def __init__(self, settings={}, *args, **kwargs):\n self.settings = settings\n\n @property\n def connection(self):\n # cached redis connection\n if not hasattr(self, '_connection'):\n self._connection = self.settings.get('redis.connector').get()\n return self._connection\n\n @property\n def channel(self):\n # Fanout channel\n if not hasattr(self, '_channel'):\n self._channel = self.connection.pubsub()\n return self._channel\n\n def subscribe(self, channels=[]):\n # Fanout subscriber\n for chan_id in channels:\n self.channel.subscribe(chan_id)\n\n def listen(self):\n # Fanout generator\n for m in self.channel.listen():\n if m['type'] == 'message':\n yield m\n\n def send(self, channel_id, payload):\n # Fanout emitter\n return self.connection.publish(channel_id, payload)\n\n def listen_queue(self, queue_keys):\n # Message queue generator\n while 1:\n yield self.connection.blpop(queue_keys)\n\n def send_queue(self, queue_key, payload):\n return self.connection.rpush(payload)"}, {"role": "assistant", "content": " Functions: __init__, connection, channel, subscribe, listen\n Classes: RedisBackend\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9cea3f3b51bf703897e952ed45d88260e3502a1
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python from btmacd.binance_fetcher import BinanceFetcher def main(): fetcher = BinanceFetche Error: SyntaxError / EOF
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Fixed Code: #!/usr/bin/env python from btmacd.binance_fetcher import BinanceFetcher def main(): fetcher = BinanceFetcher("BTCUSDT", filename="binance_ohlc.csv", start_date="01.01.2018") fetcher.fetch() if __name__ == "__main__": main() Explanation: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 114
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n\nfrom btmacd.binance_fetcher import BinanceFetcher\n\n\ndef main():\n fetcher = BinanceFetche\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n\nfrom btmacd.binance_fetcher import BinanceFetcher\n\n\ndef main():\n fetcher = BinanceFetcher(\"BTCUSDT\", filename=\"binance_ohlc.csv\", start_date=\"01.01.2018\")\n fetcher.fetch()\n\n\nif __name__ == \"__main__\":\n main()\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9cf5fa54caecef97e6454178f438ce16bc99d7b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2018 The TensorFlow Probability Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 #
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 282
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2018 The TensorFlow Probability Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9d0d7e9fc82e29bf1385d169d21f03d43d467e2
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from torch import nn as nn from .base_model import BaseModel from ..nn.conv2d import DenseConv2d from ..nn.linear import DenseLinear __all__ = ["Conv2", "conv2", "Conv4", "conv4"] class Conv2(BaseModel): def __init__(self): super(Conv2, self).__init__() self.features = nn.Sequential(DenseConv2d(1, 32, kernel_size=5, padding=2), # 32x28x28 nn.ReLU(inplace=True), nn.MaxPool2d(2, stride=2), # 32x14x14 DenseConv2d(32, 64, kernel_size=5, padding=2), # 64x14x14 nn.ReLU(inplace=True), nn.MaxPool2d(2, stride=2)) # 64x7x7 self.classifier = nn.Sequential(DenseLinear(64 * 7 * 7, 2048), nn.ReLU(inplace=True), DenseLinear(2048, 62)) self.collect_prunable_layers() def forward(self, inp): out = self.features(inp) out = out.view(out.size(0), -1) out = self.classifier(out) return out class Conv4(BaseModel): def __init__(self): super(Conv4, self).__init__() self.features = nn.Sequential(DenseConv2d(3, 32, kernel_size=3, padding=1), nn.BatchNorm2d(32), nn.MaxPool2d(2), DenseConv2d(32, 32, kernel_size=3, padding=1), nn.BatchNorm2d(32),
|
nn.MaxPool2d(2), DenseConv2d(32, 32, kernel_size=3, padding=2), nn.BatchNorm2d(32), nn.MaxPool2d(2), DenseConv2d(32, 32, kernel_size=3, padding=2), nn.BatchNorm2d(32), nn.MaxPool2d(2)) self.classifier = DenseLinear(in_features=32 * 6 * 6, out_features=2) def forward(self, inp): out = self.features(inp) out = out.view(out.size(0), -1) out = self.classifier(out) return out def conv2() -> Conv2: return Conv2() def conv4() -> Conv4: return Conv4() # TODO: define pretrain etc.
|
advanced
|
database
|
code_completion
|
Pythoncode:Python
| 6
| 2
| 2,360
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom torch import nn as nn\n\nfrom .base_model import BaseModel\nfrom ..nn.conv2d import DenseConv2d\nfrom ..nn.linear import DenseLinear\n\n__all__ = [\"Conv2\", \"conv2\", \"Conv4\", \"conv4\"]\n\n\nclass Conv2(BaseModel):\n def __init__(self):\n super(Conv2, self).__init__()\n self.features = nn.Sequential(DenseConv2d(1, 32, kernel_size=5, padding=2), # 32x28x28\n nn.ReLU(inplace=True),\n nn.MaxPool2d(2, stride=2), # 32x14x14\n DenseConv2d(32, 64, kernel_size=5, padding=2), # 64x14x14\n nn.ReLU(inplace=True),\n nn.MaxPool2d(2, stride=2)) # 64x7x7\n\n self.classifier = nn.Sequential(DenseLinear(64 * 7 * 7, 2048),\n nn.ReLU(inplace=True),\n DenseLinear(2048, 62))\n self.collect_prunable_layers()\n\n def forward(self, inp):\n out = self.features(inp)\n out = out.view(out.size(0), -1)\n out = self.classifier(out)\n return out\n\n\nclass Conv4(BaseModel):\n def __init__(self):\n super(Conv4, self).__init__()\n self.features = nn.Sequential(DenseConv2d(3, 32, kernel_size=3, padding=1),\n nn.BatchNorm2d(32),\n nn.MaxPool2d(2),\n DenseConv2d(32, 32, kernel_size=3, padding=1),\n nn.BatchNorm2d(32),"}, {"role": "assistant", "content": "\n nn.MaxPool2d(2),\n DenseConv2d(32, 32, kernel_size=3, padding=2),\n nn.BatchNorm2d(32),\n nn.MaxPool2d(2),\n DenseConv2d(32, 32, kernel_size=3, padding=2),\n nn.BatchNorm2d(32),\n nn.MaxPool2d(2))\n\n self.classifier = DenseLinear(in_features=32 * 6 * 6, out_features=2)\n\n def forward(self, inp):\n out = self.features(inp)\n out = out.view(out.size(0), -1)\n out = self.classifier(out)\n return out\n\n\ndef conv2() -> Conv2:\n return Conv2()\n\n\ndef conv4() -> Conv4:\n return Conv4()\n\n# TODO: define pretrain etc."}]
| false
| null | null | null |
b9d22fbf764d6a06a81fe68e7bedb0cb2069ff17
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import argparse import ConfigParser import sys, os, re import biana try: from biana import * except: sys.exit(10) import methods_dictionaries as methods_dicts def main(): options = parse_user_arguments() generate_network(options) def parse_user_arguments(*args, **kwds): parser = argparse.ArgumentParser( description = "Generate a protein-protein interaction network (implemented for Interactomix platform)", epilog = "@oliva's lab 2019") parser.add_argument('-iseed','--seeds_input_file',dest='seed',action = 'store', help = 'Seeds Input file (default is input_seed)') parser.add_argument('-radius','--radius_of_subnetwork_around_seeds',dest='radius',default=0,action = 'store',type=int, help = '''Network is built in a radius of connections around the seed proteins. If 0, it creates the complete interactome''') parser.add_argument('-taxid','--TaxID',dest='taxid',action = 'store',default='9606', # Complete this line parser.add_argument('-stype','--seed_type',dest='stype',action = 'store',default='geneid', help = 'Type of identifier for seeds (default is geneid)') parser.add_argument('-ttype','--translation_type',dest='ttype',action = 'store',default='accessionnumber', help = '''Type of identifier for the output translation of codes (default is accessionnumber) Using "proteinsequence" provides with the longest sequence of all codes''') parser.add_argument('-trans','--translation_of_nodes_file',dest='translation_file',action = 'store',default='translation_nodes.txt', help = 'File with the translation of codes from BIANA to the selected type for all nodes') parser.add_argument('-strans','--translation_of_seeds_file',dest='translation_seeds_file',action = 'store',default='translation_seeds_to_BIANA_codes.txt', help = 'File with the translation of codes from the introduced type of code to BIANA codes') parser.add_argument('-edge','--edge_file',dest='edge',action = 'store', default='biana_edges', help = 'Output file with edges(default is biana_edges)') parser.add_argument('-node','--node_file',dest='node',action = 'store', default='biana_nodes', help = 'Output file with nodes(default is biana_nodes)') parser.add_argument('-format','--output_format',dest='format',action = 'store',default='sif', help = '''Format file of the edge file:\tsif (default), netscore, raw, multi-fields:\n 'sif': <node1>\tscore\t<node2>\n 'netscore': <node1>\t<node2>\t<score>\n 'raw': <node1>\t<node2>\n ... [code truncated] ...
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The missing line is: help = 'Tax ID (i.e. human=9606 is default if TaxID=0 there is no restriction)')
|
intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 3,033
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport argparse\r\nimport ConfigParser\r\nimport sys, os, re\r\n\r\nimport biana\r\ntry: from biana import *\r\nexcept: sys.exit(10)\r\n\r\nimport methods_dictionaries as methods_dicts\r\n\r\n\r\ndef main():\r\n\r\n options = parse_user_arguments()\r\n generate_network(options)\r\n\r\ndef parse_user_arguments(*args, **kwds):\r\n\r\n parser = argparse.ArgumentParser(\r\n description = \"Generate a protein-protein interaction network (implemented for Interactomix platform)\",\r\n epilog = \"@oliva's lab 2019\")\r\n parser.add_argument('-iseed','--seeds_input_file',dest='seed',action = 'store',\r\n help = 'Seeds Input file (default is input_seed)')\r\n parser.add_argument('-radius','--radius_of_subnetwork_around_seeds',dest='radius',default=0,action = 'store',type=int,\r\n help = '''Network is built in a radius of connections around the seed proteins.\r\n If 0, it creates the complete interactome''')\r\n parser.add_argument('-taxid','--TaxID',dest='taxid',action = 'store',default='9606',\r\n # Complete this line\n parser.add_argument('-stype','--seed_type',dest='stype',action = 'store',default='geneid',\r\n help = 'Type of identifier for seeds (default is geneid)')\r\n parser.add_argument('-ttype','--translation_type',dest='ttype',action = 'store',default='accessionnumber',\r\n help = '''Type of identifier for the output translation of codes (default is accessionnumber)\r\n Using \"proteinsequence\" provides with the longest sequence of all codes''')\r\n parser.add_argument('-trans','--translation_of_nodes_file',dest='translation_file',action = 'store',default='translation_nodes.txt',\r\n help = 'File with the translation of codes from BIANA to the selected type for all nodes')\r\n parser.add_argument('-strans','--translation_of_seeds_file',dest='translation_seeds_file',action = 'store',default='translation_seeds_to_BIANA_codes.txt',\r\n help = 'File with the translation of codes from the introduced type of code to BIANA codes')\r\n parser.add_argument('-edge','--edge_file',dest='edge',action = 'store', default='biana_edges',\r\n help = 'Output file with edges(default is biana_edges)')\r\n parser.add_argument('-node','--node_file',dest='node',action = 'store', default='biana_nodes',\r\n help = 'Output file with nodes(default is biana_nodes)')\r\n parser.add_argument('-format','--output_format',dest='format',action = 'store',default='sif',\r\n help = '''Format file of the edge file:\\tsif (default), netscore, raw, multi-fields:\\n\r\n 'sif': <node1>\\tscore\\t<node2>\\n\r\n 'netscore': <node1>\\t<node2>\\t<score>\\n\r\n 'raw': <node1>\\t<node2>\\n\r\n \n\n ... [code truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n help = 'Tax ID (i.e. human=9606 is default if TaxID=0 there is no restriction)')"}]
| false
| null | null | null |
b9d2bd5114a0540a0095f6c31a8ad07b71899f53
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: def file_ext(x): """ Get genomic file extension """ matches = [ file_ext for file_ext in FILE_EXT_FORMAT_MAP if x.endswith(file_ext) ] if matches: file_ext = max(matches, key=len) else: file_ext = None return file_ext FILE_EXT_FORMAT_MAP = { "fq": GENOMIC_FILE.FORMAT.FASTQ, "fastq": GENOMIC_FILE.FORMAT.FASTQ, "fq.gz": GENOMIC_FILE.FORMAT.FASTQ, "fastq.gz": GENOMIC_FILE.FORMAT.FASTQ, "bam": GENOMIC_FILE.FORMAT.BAM, "hgv.bam": GENOMIC_FILE.FORMAT.BAM, "cram": GENOMIC_FILE.FORMAT.CRAM, "bam.bai": GENOMIC_FILE.FORMAT.BAI, "bai": GENOMIC_FILE.FORMAT.BAI, "cram.crai": GENOMIC_FILE.FORMAT.CRAI, "crai": GENOMIC_FILE.FORMAT.CRAI, "g.vcf.gz": GENOMIC_FILE.FORMAT.GVCF, "g.vcf.gz.tbi": GENOMIC_FILE.FORMAT.TBI, "vcf.gz": GENOMIC_FILE.FORMAT.VCF, "vcf": GENOMIC_FILE.FORMAT.VCF, "vcf.gz.tbi": GENOMIC_FILE.FORMAT.TBI, "peddy.html": "html", } DATA_TYPES = { GENOMIC_FILE.FORMAT.FASTQ: GENOMIC_FILE.DATA_TYPE.UNALIGNED_READS, GENOMIC_FILE.FORMAT.BAM: GENOMIC_FILE.DATA_TYPE.ALIGNED_READS, GENOMIC_FILE.FORMAT.CRAM: GENOMIC_FILE.DATA_TYPE.ALIGNED_READS, GENOMIC_FILE.FORMAT.BAI: "Aligned Reads Index", GENOMIC_FILE.FORMAT.CRAI: "Aligned Reads Index", GENOMIC_FILE.FORMAT.VCF: "Variant Calls", # Complete this line "g.vcf.gz.tbi": "gVCF Index", "vcf.gz.tbi": "Variant Calls Index", "html": "Other", } def filter_df_by_file_ext(df): """ Only keep rows where file extension is one of those in FILE_EXT_FORMAT_MAP.keys """ df[CONCEPT.GENOMIC_FILE.FILE_FORMAT] = df["Key"].apply( lambda x: file_format(x) ) return df[df[CONCEPT.GENOMIC_FILE.FILE_FORMAT].notnull()] source_data_url = ( 'https://localhost:5002/download/study/SD_ME0WME0W/' 'file/SF_Y1JMXTTS/version/FV_4RYEMD71' ) do_after_read = filter_df_by_file_ext def s3_url(row): """ Create S3 URL for object from S3 bucket and key """ return f's3://{row["Bucket"]}/{row["Key"]}' def file_format(x): """ Get genomic file format by looking genomic file ext up in FILE_EXT_FORMAT_MAP dict """ # File format return FILE_EXT_FORMAT_MAP.get(file_ext(x)) ... [1 more functiondefs truncated] ...
|
The missing line is: GENOMIC_FILE.FORMAT.GVCF: "gVCF",
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 0
| 2,314
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\ndef file_ext(x):\n \"\"\"\n Get genomic file extension\n \"\"\"\n matches = [\n file_ext for file_ext in FILE_EXT_FORMAT_MAP if x.endswith(file_ext)\n ]\n if matches:\n file_ext = max(matches, key=len)\n else:\n file_ext = None\n\n return file_ext\n\n\nFILE_EXT_FORMAT_MAP = {\n \"fq\": GENOMIC_FILE.FORMAT.FASTQ,\n \"fastq\": GENOMIC_FILE.FORMAT.FASTQ,\n \"fq.gz\": GENOMIC_FILE.FORMAT.FASTQ,\n \"fastq.gz\": GENOMIC_FILE.FORMAT.FASTQ,\n \"bam\": GENOMIC_FILE.FORMAT.BAM,\n \"hgv.bam\": GENOMIC_FILE.FORMAT.BAM,\n \"cram\": GENOMIC_FILE.FORMAT.CRAM,\n \"bam.bai\": GENOMIC_FILE.FORMAT.BAI,\n \"bai\": GENOMIC_FILE.FORMAT.BAI,\n \"cram.crai\": GENOMIC_FILE.FORMAT.CRAI,\n \"crai\": GENOMIC_FILE.FORMAT.CRAI,\n \"g.vcf.gz\": GENOMIC_FILE.FORMAT.GVCF,\n \"g.vcf.gz.tbi\": GENOMIC_FILE.FORMAT.TBI,\n \"vcf.gz\": GENOMIC_FILE.FORMAT.VCF,\n \"vcf\": GENOMIC_FILE.FORMAT.VCF,\n \"vcf.gz.tbi\": GENOMIC_FILE.FORMAT.TBI,\n \"peddy.html\": \"html\",\n}\n\nDATA_TYPES = {\n GENOMIC_FILE.FORMAT.FASTQ: GENOMIC_FILE.DATA_TYPE.UNALIGNED_READS,\n GENOMIC_FILE.FORMAT.BAM: GENOMIC_FILE.DATA_TYPE.ALIGNED_READS,\n GENOMIC_FILE.FORMAT.CRAM: GENOMIC_FILE.DATA_TYPE.ALIGNED_READS,\n GENOMIC_FILE.FORMAT.BAI: \"Aligned Reads Index\",\n GENOMIC_FILE.FORMAT.CRAI: \"Aligned Reads Index\",\n GENOMIC_FILE.FORMAT.VCF: \"Variant Calls\",\n # Complete this line\n \"g.vcf.gz.tbi\": \"gVCF Index\",\n \"vcf.gz.tbi\": \"Variant Calls Index\",\n \"html\": \"Other\",\n}\n\n\ndef filter_df_by_file_ext(df):\n \"\"\"\n Only keep rows where file extension is one of those in\n FILE_EXT_FORMAT_MAP.keys\n \"\"\"\n df[CONCEPT.GENOMIC_FILE.FILE_FORMAT] = df[\"Key\"].apply(\n lambda x: file_format(x)\n )\n return df[df[CONCEPT.GENOMIC_FILE.FILE_FORMAT].notnull()]\n\n\nsource_data_url = (\n 'https://localhost:5002/download/study/SD_ME0WME0W/'\n 'file/SF_Y1JMXTTS/version/FV_4RYEMD71'\n)\n\ndo_after_read = filter_df_by_file_ext\n\n\ndef s3_url(row):\n \"\"\"\n Create S3 URL for object from S3 bucket and key\n \"\"\"\n return f's3://{row[\"Bucket\"]}/{row[\"Key\"]}'\n\n\ndef file_format(x):\n \"\"\"\n Get genomic file format by looking genomic file ext up in\n FILE_EXT_FORMAT_MAP dict\n \"\"\"\n # File format\n return FILE_EXT_FORMAT_MAP.get(file_ext(x))\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n GENOMIC_FILE.FORMAT.GVCF: \"gVCF\","}]
| false
| null | null | null |
b9d2c04ffcb32d5c9ad6c0f626a368e22db97763
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import bpy from bpy.app.handlers import persistent bl_info = { "name": "Playback Once", "author": "Adhi Hargo", "version": (1, 0, 0), "blender": (2, 67, 3), "location": "", "description": "Playback once.", "warning": "", "wiki_url": "", "tracker_url": "", "category": "Animation"} @persistent def stopPlaybackAtEnd(scene): if scene.frame_current >= scene.frame_end: bpy.ops.screen.animation_cancel() def register(): bpy.app.handlers.frame_change_pre.append(stopPlaybackAtEnd) def unregister(): bpy.app.handlers.frame_change_pre.remove(stopPlaybackAtEnd) if __name__ == "__main__": register()
|
Functions: stopPlaybackAtEnd, register, unregister This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 3
| 0
| 665
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport bpy\nfrom bpy.app.handlers import persistent\n\nbl_info = {\n \"name\": \"Playback Once\",\n \"author\": \"Adhi Hargo\",\n \"version\": (1, 0, 0),\n \"blender\": (2, 67, 3),\n \"location\": \"\",\n \"description\": \"Playback once.\",\n \"warning\": \"\",\n \"wiki_url\": \"\",\n \"tracker_url\": \"\",\n \"category\": \"Animation\"}\n\n@persistent\ndef stopPlaybackAtEnd(scene):\n if scene.frame_current >= scene.frame_end:\n bpy.ops.screen.animation_cancel()\n\ndef register():\n bpy.app.handlers.frame_change_pre.append(stopPlaybackAtEnd)\n\ndef unregister():\n bpy.app.handlers.frame_change_pre.remove(stopPlaybackAtEnd)\n \nif __name__ == \"__main__\":\n register()"}, {"role": "assistant", "content": " Functions: stopPlaybackAtEnd, register, unregister\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9d3222fd93bbc8ba199ba7a401394dc7531a2ff
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: """ To master this you should consider using the builtin-``min``-function. """ from ...challenge import Challenge from random import randint x = [] for x in range(randint(2, 10)): x.append(randint(1, 100)) intro = f"You have to print the lowest value of {', '.join(str(_) for _ in x[:-1])} and {x[-1]}. (values: x)" def validate_function(stdin: str, stdout: str, stderr: str, exc: tuple) -> bool: try: z = int(stdout.removesuffix("\n")) except ValueError: return False else: return min(x) == z challenge = Challenge( intro=intro, validate_function=validate_function, help=__doc__, values={"x": x}, capture_stdout=True, )
|
Logical Error Analysis: Error Type: VARIABLE_SHADOWING Issue: Variable "x" shadows outer scope Severity: LOW Location: Line 9 Explanation: Variable name reused in nested scope - may cause confusion Fix: Use different variable name in nested scope
|
intermediate
|
ui
|
logical_errors
|
Pythoncode:Python
| 1
| 0
| 688
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n\"\"\"\nTo master this you should consider using the builtin-``min``-function.\n\"\"\"\nfrom ...challenge import Challenge\nfrom random import randint\n\n\nx = []\nfor x in range(randint(2, 10)):\n x.append(randint(1, 100))\n\nintro = f\"You have to print the lowest value of {', '.join(str(_) for _ in x[:-1])} and {x[-1]}. (values: x)\"\n\n\ndef validate_function(stdin: str, stdout: str, stderr: str, exc: tuple) -> bool:\n try:\n z = int(stdout.removesuffix(\"\\n\"))\n except ValueError:\n return False\n else:\n return min(x) == z\n\n\nchallenge = Challenge(\n intro=intro,\n validate_function=validate_function,\n help=__doc__,\n values={\"x\": x},\n capture_stdout=True,\n)"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: VARIABLE_SHADOWING\n Issue: Variable \"x\" shadows outer scope\n Severity: LOW\n\n Location: Line 9\n\n Explanation: Variable name reused in nested scope - may cause confusion\n Fix: Use different variable name in nested scope"}]
| true
|
logical
|
VARIABLE_SHADOWING
|
LOW
|
b9d47acd47b8bd0babe955a7bbbde7c4d9080b36
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # pylint:disable=unused-variable # pylint:disable=unused-argument # pylint:disable=redefined-outer-name from typing import AsyncIterator import pytest from aioresponses import aioresponses from faker import Faker from hypothesis import HealthCheck, given, settings from hypothesis import strategies as st from models_library.clusters import ClusterID from models_library.projects import ProjectID from models_library.projects_pipeline import ComputationTask from models_library.projects_state import RunningState from models_library.users import UserID from simcore_service_webserver import director_v2_api from simcore_service_webserver.director_v2_models import ( def user_id(faker: Faker) -> UserID: return UserID(faker.pyint(min_value=1)) @pytest.fixture def project_id(faker: Faker) -> ProjectID: return ProjectID(faker.uuid4()) @pytest.fixture ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unclosed '(' at line 19 - expected ')' SyntaxError: '(' was never closed at line 19 ✨ Improvements: Complete the expression on the last line Add closing ')' bracket Review code syntax
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 2
| 0
| 912
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# pylint:disable=unused-variable\n# pylint:disable=unused-argument\n# pylint:disable=redefined-outer-name\n\n\nfrom typing import AsyncIterator\n\nimport pytest\nfrom aioresponses import aioresponses\nfrom faker import Faker\nfrom hypothesis import HealthCheck, given, settings\nfrom hypothesis import strategies as st\nfrom models_library.clusters import ClusterID\nfrom models_library.projects import ProjectID\nfrom models_library.projects_pipeline import ComputationTask\nfrom models_library.projects_state import RunningState\nfrom models_library.users import UserID\nfrom simcore_service_webserver import director_v2_api\nfrom simcore_service_webserver.director_v2_models import (\ndef user_id(faker: Faker) -> UserID:\n return UserID(faker.pyint(min_value=1))\n\n\n@pytest.fixture\ndef project_id(faker: Faker) -> ProjectID:\n return ProjectID(faker.uuid4())\n\n\n@pytest.fixture\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unclosed '(' at line 19 - expected ')'\n SyntaxError: '(' was never closed at line 19\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
b9d600352f466e38045c7614f4b0151d5eb8f878
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: ''' converts video to frames and saves images by different interval, or overlap, etc ''' import folium from folium import plugins from folium.plugins import HeatMap import csv # class plitterMap(): # def __int__(self, file_path): # self.data = file_path # df = [] # with open(self.data) as f: # reader = csv.reader(f) # for row in reader: # df_row = [] # df_row.append(row[0]) # df_row.append(row[0]) # df_row.append(row[0]) # df.append(row) # self.tooltip = df[0][0] # def loadMap(): # self.map = folium.Map(location=[float(row[1]), float(row[2])], zoom_start = 18) # def loadGpsLoc(): # folium.Marker([float(row[1]), float(row[2])], popup="<i>"+row[0]+"</i>", tooltip=tooltip, icon=icon_circle).add_to(rangsit_map) # rangsit_map
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
oop
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 930
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n'''\nconverts video to frames and saves images by different interval, or overlap, etc\n'''\nimport folium\nfrom folium import plugins\nfrom folium.plugins import HeatMap\nimport csv\n\n# class plitterMap():\n# def __int__(self, file_path):\n# self.data = file_path\n# df = []\n# with open(self.data) as f:\n# reader = csv.reader(f)\n# for row in reader:\n# df_row = []\n# df_row.append(row[0])\n# df_row.append(row[0])\n# df_row.append(row[0])\n# df.append(row)\n# self.tooltip = df[0][0]\n\n# def loadMap():\n# self.map = folium.Map(location=[float(row[1]), float(row[2])], zoom_start = 18)\n\n \n# def loadGpsLoc():\n \n# folium.Marker([float(row[1]), float(row[2])], popup=\"<i>\"+row[0]+\"</i>\", tooltip=tooltip, icon=icon_circle).add_to(rangsit_map)\n\n# rangsit_map"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9d60ecc3068b2d42bc6110555d94274b9cac29c
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import numpy as np def random_augmentation(img, mask): #you can add any augmentations you need
|
return img, mask ... [1 more functiondefs truncated] ...
|
beginner
|
general
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 169
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport numpy as np\n\ndef random_augmentation(img, mask):\n #you can add any augmentations you need"}, {"role": "assistant", "content": "\n return img, mask\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
b9d6dd8bd3445675e1356c10ac0bb61cd00aba81
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright (c) 2016 Ansible, Inc. # All Rights Reserved. from collections import OrderedDict # Django from django.core.exceptions import PermissionDenied from django.db.models.fields import PositiveIntegerField, BooleanField from django.db.models.fields.related import ForeignKey from django.http import Http404 from django.utils.encoding import force_text, smart_text from django.utils.translation import ugettext_lazy as _ # Django REST Framework from rest_framework import exceptions from rest_framework import metadata from rest_framework import serializers from rest_framework.relations import RelatedField, ManyRelatedField from rest_framework.fields import JSONField as DRFJSONField from rest_framework.request import clone_request # AWX from awx.main.fields import JSONField, ImplicitRoleField from awx.main.models import InventorySource, NotificationTemplate from awx.main.scheduler.kubernetes import PodManager class Metadata(metadata.SimpleMetadata): ... [8 more functiondefs truncated] ...
|
Classes: Metadata This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 1,017
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright (c) 2016 Ansible, Inc.\n# All Rights Reserved.\n\nfrom collections import OrderedDict\n\n# Django\nfrom django.core.exceptions import PermissionDenied\nfrom django.db.models.fields import PositiveIntegerField, BooleanField\nfrom django.db.models.fields.related import ForeignKey\nfrom django.http import Http404\nfrom django.utils.encoding import force_text, smart_text\nfrom django.utils.translation import ugettext_lazy as _\n\n# Django REST Framework\nfrom rest_framework import exceptions\nfrom rest_framework import metadata\nfrom rest_framework import serializers\nfrom rest_framework.relations import RelatedField, ManyRelatedField\nfrom rest_framework.fields import JSONField as DRFJSONField\nfrom rest_framework.request import clone_request\n\n# AWX\nfrom awx.main.fields import JSONField, ImplicitRoleField\nfrom awx.main.models import InventorySource, NotificationTemplate\nfrom awx.main.scheduler.kubernetes import PodManager\n\n\nclass Metadata(metadata.SimpleMetadata):\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Classes: Metadata\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9d71e12c5fdd4a3220a64251c8e0e2c9a302fe4
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import json from washer.worker.actions import AppendStdout, AppendStderr from washer.worker.actions import CreateNamedLog, AppendToLog from washer.worker.actions import SetProperty from washer.worker.commands import washertask def pipenv_graph2deps(rawgraph): graph = json.loads(rawgraph) def build_entry(data): if 'required_version' in data: spec = data['key'] + data['required_version'] else: spec = data['key'] return {'installer': 'pipenv', 'spec': spec, 'source': 'pypi', 'name': data['package_name'], 'version': data['installed_version']} def extract_dependencies(entries): for entry in entries: if 'package' in entry: package = entry['package'] dependencies = entry.get('dependencies', []) yield build_entry(package) yield from extract_dependencies(dependencies) else: yield build_entry(entry) yield from extract_dependencies(graph) @washertask def pip_install(repopath, path=".", **kwargs): import invoke c = invoke.Context() with c.cd(repopath): with c.cd(path): res = c.run("pipenv install .") deps = c.run("pipenv graph --json") yield AppendStdout(res.stdout) yield AppendStderr(res.stderr) yield SetProperty("dependencies", list(pipenv_graph2deps(deps.stdout))) return True @washertask def requirement_file(repopath, requirement="requirements.txt", path=".", **kwargs): import invoke c = invoke.Context() with c.cd(repopath): with c.cd(path): res = c.run("pipenv install -r %s" % requirement) deps = c.run("pipenv graph --json") yield AppendStdout(res.stdout) yield AppendStderr(res.stderr) yield SetProperty("dependencies", list(pipenv_graph2deps(deps.stdout))) return True
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
ui
|
refactoring
|
Pythoncode:Python
| 5
| 0
| 1,985
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport json\n\nfrom washer.worker.actions import AppendStdout, AppendStderr\nfrom washer.worker.actions import CreateNamedLog, AppendToLog\nfrom washer.worker.actions import SetProperty\nfrom washer.worker.commands import washertask\n\n\ndef pipenv_graph2deps(rawgraph):\n graph = json.loads(rawgraph)\n\n def build_entry(data):\n if 'required_version' in data:\n spec = data['key'] + data['required_version']\n else:\n spec = data['key']\n\n return {'installer': 'pipenv',\n 'spec': spec,\n 'source': 'pypi',\n 'name': data['package_name'],\n 'version': data['installed_version']}\n\n def extract_dependencies(entries):\n for entry in entries:\n if 'package' in entry:\n package = entry['package']\n dependencies = entry.get('dependencies', [])\n yield build_entry(package)\n yield from extract_dependencies(dependencies)\n else:\n yield build_entry(entry)\n\n yield from extract_dependencies(graph)\n\n\n@washertask\ndef pip_install(repopath, path=\".\", **kwargs):\n import invoke\n c = invoke.Context()\n\n with c.cd(repopath):\n with c.cd(path):\n res = c.run(\"pipenv install .\")\n deps = c.run(\"pipenv graph --json\")\n\n yield AppendStdout(res.stdout)\n yield AppendStderr(res.stderr)\n yield SetProperty(\"dependencies\", list(pipenv_graph2deps(deps.stdout)))\n\n return True\n\n\n@washertask\ndef requirement_file(repopath, requirement=\"requirements.txt\",\n path=\".\", **kwargs):\n import invoke\n c = invoke.Context()\n\n with c.cd(repopath):\n with c.cd(path):\n res = c.run(\"pipenv install -r %s\" % requirement)\n deps = c.run(\"pipenv graph --json\")\n\n yield AppendStdout(res.stdout)\n yield AppendStderr(res.stderr)\n yield SetProperty(\"dependencies\", list(pipenv_graph2deps(deps.stdout)))\n\n return True"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b9d7834f2dd39b0c5b6da30b8ebfe19e7026adeb
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import json import os # get site profile def getSiteProfile(site_file): with open(site_file) as json_file: ... code continues ...
|
Completion: Missing: Function 'getSiteProfile' is incomplete - body truncated To complete: • Complete the function 'getSiteProfile' body and add missing return Example continuation: json_data = json.load(json_file) return json_data # get all site profile
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 112
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport json\nimport os\n\n# get site profile\ndef getSiteProfile(site_file):\n\n with open(site_file) as json_file:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'getSiteProfile' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'getSiteProfile' body and add missing return\n\n Example continuation:\n json_data = json.load(json_file)\n\n return json_data\n\n# get all site profile"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
b9d84b2b4c7d4cbbbf84bcb2ee37459c480a1a5e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import os, sys from env.LaneChangeEnv import LaneChangeEnv import random import numpy as np def episode_generator(pi, env, is_gui, ttc, gap, sumoseed, randomseed): egoid = 'lane1.' + str(random.randint(1, 6)) ob = env.reset(egoid=egoid, tlane=0, tfc=2, is_gui=is_gui, sumoseed=sumoseed, randomseed=randomseed) traci.vehicle.setColor(egoid, (255, 69, 0)) cur_ep_ret = 0 # return in current episode cur_ep_ret_detail = 0 cur_ep_len = 0 # len of current episode cur_ep_obs = [] cur_ep_acs = [] while True: ac = pi(ob=ob, env=env, ttc=ttc, gap=gap) ob, rew, new, info = env.step(ac) cur_ep_ret += rew cur_ep_ret_detail += np.array(list(info['reward_dict'].values())) cur_ep_len += 1 cur_ep_obs.append(ob) cur_ep_acs.append(ac) if new: return {"ep_obs": cur_ep_obs, "ep_acs": cur_ep_acs, "ep_ret": cur_ep_ret, 'ep_rets_detail': cur_ep_ret_detail, "ep_len": cur_ep_len, 'ep_num_danger': info['num_danger'], 'ep_is_success': info['is_success'], 'ep_num_crash': info['num_crash'], 'ep_is_collision': info["is_collision"]} def pi_baseline(ob, env, ttc, gap): # safety gap set to seconds to collision if env.ego.trgt_leader: leader_speed = env.ego.trgt_leader.speed else: leader_speed = env.ego.speed if env.ego.trgt_follower: follower_speed = env.ego.trgt_follower.speed else: follower_speed = env.ego.speed leader_dis = abs(ob[3 * 4 + 0 + 1])*239.8 follower_dis = abs(ob[4 * 4 + 0 + 1])*239.8 TTC = (leader_dis - 5) / max(env.ego.speed, 0.001) TTC2 = (follower_dis - 5) / max(follower_speed, 0.001) # print(TTC, TTC) if TTC > ttc and TTC2 > ttc and leader_dis > gap and follower_dis > gap: ac_lat = 1 # change lane else: ac_lat = 0 # abort ac = ac_lat * 3 + 1 return ac ... [1 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 55: ... [1 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 11 Unexpected indentation at line 12 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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intermediate
|
ui
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,993
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os, sys\nfrom env.LaneChangeEnv import LaneChangeEnv\nimport random\nimport numpy as np\ndef episode_generator(pi, env, is_gui, ttc, gap, sumoseed, randomseed):\n egoid = 'lane1.' + str(random.randint(1, 6))\n ob = env.reset(egoid=egoid, tlane=0, tfc=2, is_gui=is_gui, sumoseed=sumoseed, randomseed=randomseed)\n traci.vehicle.setColor(egoid, (255, 69, 0))\n\n cur_ep_ret = 0 # return in current episode\n cur_ep_ret_detail = 0\n cur_ep_len = 0 # len of current episode\n cur_ep_obs = []\n cur_ep_acs = []\n while True:\n ac = pi(ob=ob, env=env, ttc=ttc, gap=gap)\n ob, rew, new, info = env.step(ac)\n\n cur_ep_ret += rew\n cur_ep_ret_detail += np.array(list(info['reward_dict'].values()))\n cur_ep_len += 1\n cur_ep_obs.append(ob)\n cur_ep_acs.append(ac)\n if new:\n return {\"ep_obs\": cur_ep_obs, \"ep_acs\": cur_ep_acs,\n \"ep_ret\": cur_ep_ret, 'ep_rets_detail': cur_ep_ret_detail, \"ep_len\": cur_ep_len,\n 'ep_num_danger': info['num_danger'], 'ep_is_success': info['is_success'], 'ep_num_crash': info['num_crash'],\n 'ep_is_collision': info[\"is_collision\"]}\n\n\ndef pi_baseline(ob, env, ttc, gap):\n # safety gap set to seconds to collision\n if env.ego.trgt_leader:\n leader_speed = env.ego.trgt_leader.speed\n else:\n leader_speed = env.ego.speed\n if env.ego.trgt_follower:\n follower_speed = env.ego.trgt_follower.speed\n else:\n follower_speed = env.ego.speed\n leader_dis = abs(ob[3 * 4 + 0 + 1])*239.8\n follower_dis = abs(ob[4 * 4 + 0 + 1])*239.8\n TTC = (leader_dis - 5) / max(env.ego.speed, 0.001)\n TTC2 = (follower_dis - 5) / max(follower_speed, 0.001)\n # print(TTC, TTC)\n if TTC > ttc and TTC2 > ttc and leader_dis > gap and follower_dis > gap:\n ac_lat = 1 # change lane\n else:\n ac_lat = 0 # abort\n ac = ac_lat * 3 + 1\n return ac\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 55: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
b9d87f8b647f237794f75914da625ea130e200c3
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import numpy as np import pickle from collections import defaultdict from parsing import parser from analysis import training def main(): parse = parser.Parser(); train_digits = parse.parse_file('data/pendigits-train'); test_digits = parse.parse_file('data/pendigits-test') centroids = training.get_digit_kmeans_centroids( train_digits, 256 - 3) training.set_digit_observations( train_digits, centroids, 256) training.set_digit_observations( test_digits, centroids, 256) train_sequences = defaultdict(list) test_sequences = [] n_test_sequences = len(test_digits) test_expected_labels = np.ndarray(shape=(n_test_sequences,)) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: for digit in train_digits: train_sequences[digit.label].append(digit.np_array_observations)
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intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 697
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport numpy as np\nimport pickle\nfrom collections import defaultdict\n\nfrom parsing import parser\nfrom analysis import training\n\ndef main():\n parse = parser.Parser();\n\n train_digits = parse.parse_file('data/pendigits-train');\n test_digits = parse.parse_file('data/pendigits-test')\n\n centroids = training.get_digit_kmeans_centroids(\n train_digits, 256 - 3)\n\n training.set_digit_observations(\n train_digits, centroids, 256)\n training.set_digit_observations(\n test_digits, centroids, 256)\n\n\n\n\n\n train_sequences = defaultdict(list)\n test_sequences = []\n n_test_sequences = len(test_digits)\n test_expected_labels = np.ndarray(shape=(n_test_sequences,))\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\n\n\n for digit in train_digits:\n train_sequences[digit.label].append(digit.np_array_observations)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9d8a3bc2867b57ba7db6ffd06a68bdf7372909c
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # # Copyright (c) Contributors to the Open 3D Engine Project. # For complete copyright and license terms please see the LICENSE at the root of this distribution. # # SPDX-License-Identifier: Apache-2.0 OR MIT # # import abc import importlib import os import pkgutil import re import time from typing import Dict, List, Tuple class Commit(abc.ABC): """An interface for accessing details about a commit""" @abc.abstractmethod def get_files(self) -> List[str]: # Complete this line pass @abc.abstractmethod def get_removed_files(self) -> List[str]: """Returns a list of local files removed by the commit""" pass @abc.abstractmethod def get_file_diff(self, str) -> str: """ Given a file name, returns a string in unified diff format that represents the changes made to that file for this commit. Most validators will only pay attention to added lines (with + in front) """ pass @abc.abstractmethod def get_description(self) -> str: """Returns the description of the commit""" pass @abc.abstractmethod def get_author(self) -> str: """Returns the author of the commit""" pass ... [4 more functiondefs truncated] ...
|
The missing line is: """Returns a list of local files added/modified by the commit"""
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advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 1
| 1,326
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#\n# Copyright (c) Contributors to the Open 3D Engine Project.\n# For complete copyright and license terms please see the LICENSE at the root of this distribution.\n#\n# SPDX-License-Identifier: Apache-2.0 OR MIT\n#\n#\n\nimport abc\nimport importlib\nimport os\nimport pkgutil\nimport re\nimport time\nfrom typing import Dict, List, Tuple\n\nclass Commit(abc.ABC):\n \"\"\"An interface for accessing details about a commit\"\"\"\n\n @abc.abstractmethod\n def get_files(self) -> List[str]:\n # Complete this line\n pass\n\n @abc.abstractmethod\n def get_removed_files(self) -> List[str]:\n \"\"\"Returns a list of local files removed by the commit\"\"\"\n pass\n\n @abc.abstractmethod\n def get_file_diff(self, str) -> str:\n \"\"\"\n Given a file name, returns a string in unified diff format\n that represents the changes made to that file for this commit.\n Most validators will only pay attention to added lines (with + in front)\n \"\"\"\n pass\n\n @abc.abstractmethod\n def get_description(self) -> str:\n \"\"\"Returns the description of the commit\"\"\"\n pass\n\n @abc.abstractmethod\n def get_author(self) -> str:\n \"\"\"Returns the author of the commit\"\"\"\n pass\n\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n \"\"\"Returns a list of local files added/modified by the commit\"\"\""}]
| false
| null | null | null |
b9d992fc9c803eca7ba614c187b28cbfcef4b1f8
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals ... [1 more functiondefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 243
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\nfrom __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\nfrom __future__ import unicode_literals\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9db09c1d1c26d802117168878ef76954cf77560
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import json import re from copy import copy from logging import Formatter from .profile import used_memory from ..helper import colored class ColorFormatter(Formatter): """Format the log into colored logs based on the log-level. """ MAPPING = { 'DEBUG': dict(color='white', on_color=None), # white 'INFO': dict(color='white', on_color=None), # cyan 'WARNING': dict(color='yellow', on_color='on_grey'), # yellow 'ERROR': dict(color='red', on_color=None), # 31 for red 'CRITICAL': dict(color='white', on_color='on_red'), # white on red bg 'SUCCESS': dict(color='green', on_color=None), # white on red bg } #: log-level to color mapping def format(self, record): cr = copy(record) seq = self.MAPPING.get(cr.levelname, self.MAPPING['INFO']) # default white cr.msg = colored(cr.msg, **seq) return super().format(cr) class PlainFormatter(Formatter): """Remove all control chars from the log and format it as plain text Also restrict the max-length of msg to 512 """ def format(self, record): cr = copy(record)
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Unterminated string literal at line 30 Fix: Complete the function 'format' body and add missing return
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 4
| 4
| 1,140
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport json\nimport re\nfrom copy import copy\nfrom logging import Formatter\n\nfrom .profile import used_memory\nfrom ..helper import colored\n\n\nclass ColorFormatter(Formatter):\n \"\"\"Format the log into colored logs based on the log-level. \"\"\"\n\n MAPPING = {\n 'DEBUG': dict(color='white', on_color=None), # white\n 'INFO': dict(color='white', on_color=None), # cyan\n 'WARNING': dict(color='yellow', on_color='on_grey'), # yellow\n 'ERROR': dict(color='red', on_color=None), # 31 for red\n 'CRITICAL': dict(color='white', on_color='on_red'), # white on red bg\n 'SUCCESS': dict(color='green', on_color=None), # white on red bg\n } #: log-level to color mapping\n\n def format(self, record):\n cr = copy(record)\n seq = self.MAPPING.get(cr.levelname, self.MAPPING['INFO']) # default white\n cr.msg = colored(cr.msg, **seq)\n return super().format(cr)\n\n\nclass PlainFormatter(Formatter):\n \"\"\"Remove all control chars from the log and format it as plain text\n\n Also restrict the max-length of msg to 512\n \"\"\"\n\n def format(self, record):\n cr = copy(record)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Unterminated string literal at line 30\n\n Fix: Complete the function 'format' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
b9db24edad8766b6e734d6a8a9c26aff6bb04235
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import sys sys.setrecursionlimit(10000000 input=lambda : sys.stdin.readline().rstrip() n,x=map(int,input().split()) a=list(map(int,input().split())) aa=list(filter(lambda b:b!=x,a)) print(*aa)
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 2 - expected ')' • SyntaxError: '(' was never closed at line 2 Fixes: • Add closing ')' bracket • Review code syntax
|
beginner
|
general
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 193
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport sys\nsys.setrecursionlimit(10000000\ninput=lambda : sys.stdin.readline().rstrip()\n\nn,x=map(int,input().split())\na=list(map(int,input().split()))\naa=list(filter(lambda b:b!=x,a))\nprint(*aa)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 2 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 2\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b9db51239c1e9a509c29f6e80aebfb0363b62210
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class StreamingIntegrationTests(object): """Test streaming operation and failover."""
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
beginner
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 89
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass StreamingIntegrationTests(object):\n \"\"\"Test streaming operation and failover.\"\"\""}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9dc15c3ca6876833207138ba4d65fbd0be25acd
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import re from abc import ABC, abstractmethod from typing import Any, Dict, Generator class IncorrectVenueImplementation(Exception): pass # class AbstractVenue(metaclass=ABC): class AbstractVenue(ABC): def __init__(self): self.url = "" self.name = "" self.city = "" self.country = "" self.pricepat_monetary = re.compile("[0-9.,]+.€") self.pricepat_plain = re.compile("[0-9.,]+") def get_venue_name(self) -> str: return self.name def get_city(self) -> str: return self.city def get_country(self) -> str: return self.country def event_sqlentity(self) -> Dict[str, str]: # Complete this line "city": self.city, "country": self.country} def parse_price(self, info_tag: str) -> str: prices_with_mon = self.pricepat_monetary.findall(info_tag) prices = [] for price in prices_with_mon: parsed_price = self.pricepat_plain.findall(price) if len(parsed_price) == 0: continue prices.append("".join(parsed_price)) if len(prices) == 0: return "0€" elif len(prices) == 2: in_advance, from_door = prices[0], prices[1] return f"{in_advance}€/{from_door}€" return "{}€".format("".join(prices)) # FIXME Proper class type checking def __eq__(self, other): return hasattr(other, "url") \ and other.url == self.url @abstractmethod def parse_events(self, data: Any) \ -> Generator[Dict[str, Any], None, None]: pass
|
The missing line is: return {"name": self.name,
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 8
| 2
| 1,647
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport re\nfrom abc import ABC, abstractmethod\nfrom typing import Any, Dict, Generator\n\n\nclass IncorrectVenueImplementation(Exception):\n pass\n\n\n# class AbstractVenue(metaclass=ABC):\nclass AbstractVenue(ABC):\n def __init__(self):\n self.url = \"\"\n self.name = \"\"\n self.city = \"\"\n self.country = \"\"\n\n self.pricepat_monetary = re.compile(\"[0-9.,]+.\u20ac\")\n self.pricepat_plain = re.compile(\"[0-9.,]+\")\n\n def get_venue_name(self) -> str:\n return self.name\n\n def get_city(self) -> str:\n return self.city\n\n def get_country(self) -> str:\n return self.country\n\n def event_sqlentity(self) -> Dict[str, str]:\n # Complete this line\n \"city\": self.city,\n \"country\": self.country}\n\n def parse_price(self, info_tag: str) -> str:\n prices_with_mon = self.pricepat_monetary.findall(info_tag)\n prices = []\n for price in prices_with_mon:\n parsed_price = self.pricepat_plain.findall(price)\n if len(parsed_price) == 0:\n continue\n prices.append(\"\".join(parsed_price))\n\n if len(prices) == 0:\n return \"0\u20ac\"\n elif len(prices) == 2:\n in_advance, from_door = prices[0], prices[1]\n return f\"{in_advance}\u20ac/{from_door}\u20ac\"\n return \"{}\u20ac\".format(\"\".join(prices))\n\n # FIXME Proper class type checking\n def __eq__(self, other):\n return hasattr(other, \"url\") \\\n and other.url == self.url\n\n @abstractmethod\n def parse_events(self, data: Any) \\\n -> Generator[Dict[str, Any], None, None]:\n pass"}, {"role": "assistant", "content": "The missing line is:\n return {\"name\": self.name,"}]
| false
| null | null | null |
b9dc3713922fc2f091f8ac06b4fabec4e905eb4d
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright 2018 Johns Hopkins University. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== from __future__ import absolute_import from __future__ import division from __future__ import print_function from collections import namedtuple import tensorflow as tf from tensorflow.python.framework import sparse_tensor as sparse_tensor_lib from tensorflow.python.ops import parsing_ops class Pipeline(object): def __init__(self, tfrecord_file, feature_map, batch_size=32, num_threads=4, prefetch_buffer_size=1, static_max_length=None, shuffle_buffer_size=10000, shuffle=True, num_epochs=None, one_shot=False): self._feature_map = feature_map self._batch_size = batch_size self._static_max_length = static_max_length # Initialize the dataset dataset = tf.data.TFRecordDataset(tfrecord_file) # Maybe randomize if shuffle: dataset = dataset.shuffle(shuffle_buffer_size) # Maybe repeat if num_epochs is None: dataset = dataset.repeat() # repeat indefinitely elif num_epochs > 1: dataset = dataset.repeat(count=num_epochs) dataset = dataset.batch(batch_size)
|
dataset = dataset.map(self.parse_example, num_parallel_calls=num_threads) # Pre-fetch a batch for faster processing dataset = dataset.prefetch(prefetch_buffer_size) # Get the iterator if one_shot: self._iterator = dataset.make_one_shot_iterator() else: self._iterator = dataset.make_initializable_iterator() self._init_op = self._iterator.initializer # Get outputs self._outputs = self._iterator.get_next() # Map to features index = 0 result = {} for key in sorted(self._feature_map.keys()): result[key] = self._outputs[index] index += 1 self._result = result def pad(self, t): s = tf.shape(t) paddings = [[0, 0], [0, self._static_max_length - s[1]]] x = tf.pad(t, paddings, 'CONSTANT', constant_values=0) x = tf.reshape(x, [s[0], self._static_max_length]) assert x.get_shape().as_list()[1] is self._static_max_length return x ... [6 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 2
| 1
| 2,963
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2018 Johns Hopkins University. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ==============================================================================\n\nfrom __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\n\nfrom collections import namedtuple\n\nimport tensorflow as tf\nfrom tensorflow.python.framework import sparse_tensor as sparse_tensor_lib\nfrom tensorflow.python.ops import parsing_ops\n\n\nclass Pipeline(object):\n def __init__(self, tfrecord_file, feature_map, batch_size=32,\n num_threads=4, prefetch_buffer_size=1,\n static_max_length=None, shuffle_buffer_size=10000,\n shuffle=True, num_epochs=None, one_shot=False):\n self._feature_map = feature_map\n self._batch_size = batch_size\n self._static_max_length = static_max_length\n\n # Initialize the dataset\n dataset = tf.data.TFRecordDataset(tfrecord_file)\n\n # Maybe randomize\n if shuffle:\n dataset = dataset.shuffle(shuffle_buffer_size)\n\n # Maybe repeat\n if num_epochs is None:\n dataset = dataset.repeat() # repeat indefinitely\n elif num_epochs > 1:\n dataset = dataset.repeat(count=num_epochs)\n\n dataset = dataset.batch(batch_size)"}, {"role": "assistant", "content": "\n dataset = dataset.map(self.parse_example,\n num_parallel_calls=num_threads)\n\n # Pre-fetch a batch for faster processing\n dataset = dataset.prefetch(prefetch_buffer_size)\n\n # Get the iterator\n if one_shot:\n self._iterator = dataset.make_one_shot_iterator()\n else:\n self._iterator = dataset.make_initializable_iterator()\n self._init_op = self._iterator.initializer\n\n # Get outputs\n self._outputs = self._iterator.get_next()\n\n # Map to features\n index = 0\n result = {}\n for key in sorted(self._feature_map.keys()):\n result[key] = self._outputs[index]\n index += 1\n self._result = result\n\n def pad(self, t):\n s = tf.shape(t)\n paddings = [[0, 0], [0, self._static_max_length - s[1]]]\n x = tf.pad(t, paddings, 'CONSTANT', constant_values=0)\n x = tf.reshape(x, [s[0], self._static_max_length])\n assert x.get_shape().as_list()[1] is self._static_max_length\n return x\n\n\n ... [6 more functiondefs truncated] ..."}]
| false
| null | null | null |
b9dcf24da986778ebcd29602d923908626cfea3c
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from py65.devices import mpu6502 from py65.utils.devices import make_instruction_decorator class MPU(mpu6502.MPU): def __init__(self, *args, **kwargs): mpu6502.MPU.__init__(self, *args, **kwargs) self.name = '65C02' self.waiting = False def step(self): if self.waiting: self.processorCycles += 1 else: mpu6502.MPU.step(self) return self # Make copies of the lists instruct = mpu6502.MPU.instruct[:] cycletime = mpu6502.MPU.cycletime[:] extracycles = mpu6502.MPU.extracycles[:] disassemble = mpu6502.MPU.disassemble[:] instruction = make_instruction_decorator(instruct, disassemble, cycletime, extracycles) # addressing modes def ZeroPageIndirectAddr(self): return self.WordAt( 255 & (self.ByteAt(self.pc))) def AccumulatorAddr(self): return self.a # operations def opRMB(self, x, mask): address = x() self.memory[address] &= mask def opSMB(self, x, mask): address = x() self.memory[address] |= mask def opSTZ(self, x): self.memory[x()] = 0x00 def opTSB(self, x): address = x() m = self.memory[address] self.p &= ~self.ZERO z = m & self.a if z != 0: self.p |= self.ZERO self.memory[address] = m | self.a def opTRB(self, x): address = x() m = self.memory[address] self.p &= ~self.ZERO z = m & self.a if z != 0: self.p |= self.ZERO self.memory[address] = m & ~self.a Error: SyntaxError / EOF
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Fixed Code: from py65.devices import mpu6502 from py65.utils.devices import make_instruction_decorator class MPU(mpu6502.MPU): def __init__(self, *args, **kwargs): mpu6502.MPU.__init__(self, *args, **kwargs) self.name = '65C02' self.waiting = False def step(self): if self.waiting: self.processorCycles += 1 else: mpu6502.MPU.step(self) return self # Make copies of the lists instruct = mpu6502.MPU.instruct[:] cycletime = mpu6502.MPU.cycletime[:] extracycles = mpu6502.MPU.extracycles[:] Explanation: Complete the truncated code structure
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advanced
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machine_learning
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error_fixing
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Pythoncode:Python
| 17
| 1
| 1,654
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom py65.devices import mpu6502 \nfrom py65.utils.devices import make_instruction_decorator\n\nclass MPU(mpu6502.MPU):\n def __init__(self, *args, **kwargs):\n mpu6502.MPU.__init__(self, *args, **kwargs)\n self.name = '65C02'\n self.waiting = False\n\n def step(self):\n if self.waiting:\n self.processorCycles += 1\n else:\n mpu6502.MPU.step(self)\n return self\n\n # Make copies of the lists\n instruct = mpu6502.MPU.instruct[:]\n cycletime = mpu6502.MPU.cycletime[:]\n extracycles = mpu6502.MPU.extracycles[:]\n disassemble = mpu6502.MPU.disassemble[:]\n\n instruction = make_instruction_decorator(instruct, disassemble, \n cycletime, extracycles)\n\n # addressing modes\n\n def ZeroPageIndirectAddr(self):\n return self.WordAt( 255 & (self.ByteAt(self.pc)))\n\n def AccumulatorAddr(self):\n return self.a\n\n # operations\n\n def opRMB(self, x, mask):\n address = x()\n self.memory[address] &= mask\n\n def opSMB(self, x, mask):\n address = x()\n self.memory[address] |= mask\n\n def opSTZ(self, x):\n self.memory[x()] = 0x00\n\n def opTSB(self, x):\n address = x()\n m = self.memory[address] \n self.p &= ~self.ZERO\n z = m & self.a\n if z != 0:\n self.p |= self.ZERO\n self.memory[address] = m | self.a\n\n def opTRB(self, x):\n address = x()\n m = self.memory[address] \n self.p &= ~self.ZERO\n z = m & self.a\n if z != 0:\n self.p |= self.ZERO\n self.memory[address] = m & ~self.a\n\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom py65.devices import mpu6502 \nfrom py65.utils.devices import make_instruction_decorator\n\nclass MPU(mpu6502.MPU):\n def __init__(self, *args, **kwargs):\n mpu6502.MPU.__init__(self, *args, **kwargs)\n self.name = '65C02'\n self.waiting = False\n\n def step(self):\n if self.waiting:\n self.processorCycles += 1\n else:\n mpu6502.MPU.step(self)\n return self\n\n # Make copies of the lists\n instruct = mpu6502.MPU.instruct[:]\n cycletime = mpu6502.MPU.cycletime[:]\n extracycles = mpu6502.MPU.extracycles[:]\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
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CRITICAL
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b9dd82e962e13070a8526b2d4d0da1d0be6265ee
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import pandas as pd import shutil import os import io from ms_mint.Mint import Mint from pathlib import Path as P from ms_mint.io import ( def test__ms_file_to_df__mzML(): result = ms_file_to_df(TEST_MZML) expected_cols = [ "scan_id", "ms_level", "polarity", "scan_time_min", "mz", "intensity", ] assert isinstance(result, pd.DataFrame), f"{type(result)} is not a dataframe" assert expected_cols == result.columns.to_list(), result.columns def test__ms_file_to_df__mzML_timeunit_minutes(): result = ms_file_to_df(TEST_MZML, time_unit="minutes") expected_cols = [ "scan_id", "ms_level", "polarity", "scan_time_min", "mz", "intensity", ] assert isinstan
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unclosed '(' at line 10 - expected ')' • SyntaxError: '(' was never closed at line 10 Fix: Close the string literal with matching quote
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advanced
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testing
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error_detection
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Pythoncode:Python
| 6
| 0
| 788
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pandas as pd\nimport shutil\nimport os\nimport io\n\nfrom ms_mint.Mint import Mint\n\nfrom pathlib import Path as P\n\nfrom ms_mint.io import (\ndef test__ms_file_to_df__mzML():\n result = ms_file_to_df(TEST_MZML)\n expected_cols = [\n \"scan_id\",\n \"ms_level\",\n \"polarity\",\n \"scan_time_min\",\n \"mz\",\n \"intensity\",\n ]\n assert isinstance(result, pd.DataFrame), f\"{type(result)} is not a dataframe\"\n assert expected_cols == result.columns.to_list(), result.columns\n\n\ndef test__ms_file_to_df__mzML_timeunit_minutes():\n result = ms_file_to_df(TEST_MZML, time_unit=\"minutes\")\n expected_cols = [\n \"scan_id\",\n \"ms_level\",\n \"polarity\",\n \"scan_time_min\",\n \"mz\",\n \"intensity\",\n ]\n assert isinstan"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unclosed '(' at line 10 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 10\n\n Fix: Close the string literal with matching quote"}]
| true
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syntax
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MID_STRING
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CRITICAL
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b9ddc98cf55e2bef4fcf498ec4787ca57bad46d0
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: from django.core.files.storage import FileSystemStorage from django.shortcuts import render, redirect from core.forms import DocumentForm from core.models import Document from media import image_cv2 def home(request): documents = Document.objects.all() number = len(image_cv2.myList) return render(request, 'core/home.html', {'documents': documents, 'number': number}) def simple_upload(request): if request.method == 'POST' and request.FILES['myfile']: myfile = request.FILES['myfile'] fs = FileSystemStorage() filename = fs.save(myfile.name, myfile) uploaded_file_url = fs.url(filename) return render(request, 'core/simple_upload.html', { 'uploaded_file_url': uploaded_file_url }) return render(request, 'core/simple_upload.html') def model_form_upload(request): if request.method == 'POST': form = DocumentForm(request.POST, request.FILES) if form.is_valid(): form.save() return redirect('home') else: form = DocumentForm() return render(request, 'core/model_form_upload.html', { 'form': form })
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Syntax Analysis: Syntax Errors Found: • IndentationError at line 32 Fixes: • Fix indentation to match Python syntax rules
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intermediate
|
api
|
syntax_repair
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Pythoncode:Python
| 3
| 0
| 1,162
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.core.files.storage import FileSystemStorage\nfrom django.shortcuts import render, redirect\nfrom core.forms import DocumentForm\n\nfrom core.models import Document\nfrom media import image_cv2\n\n\ndef home(request):\n documents = Document.objects.all()\n number = len(image_cv2.myList)\n return render(request, 'core/home.html', {'documents': documents, 'number': number})\n\n\ndef simple_upload(request):\n if request.method == 'POST' and request.FILES['myfile']:\n myfile = request.FILES['myfile']\n fs = FileSystemStorage()\n filename = fs.save(myfile.name, myfile)\n uploaded_file_url = fs.url(filename)\n return render(request, 'core/simple_upload.html', {\n 'uploaded_file_url': uploaded_file_url\n })\n return render(request, 'core/simple_upload.html')\n\n\ndef model_form_upload(request):\n if request.method == 'POST':\n form = DocumentForm(request.POST, request.FILES)\n if form.is_valid():\n form.save()\n return redirect('home')\n else:\n form = DocumentForm()\n return render(request, 'core/model_form_upload.html', {\n 'form': form\n })"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 IndentationError at line 32\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
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b9de795b7b1298f8cad5f30e914735224920a0f9
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: from .helper import * def sample(flag): sex = step([(0,1,0.3307), (1,2,0.6693)]) if sex < 1: capital_gain = gaussian(568.4105, 24248365.5428) if capital_gain < 7298.0000: age = gaussian(38.4208, 184.9151) capital_loss = gaussian(86.5949, 157731.9553) else: age = gaussian(38.8125, 193.4918) capital_loss = gaussian(117.8083, 252612.0300) else: capital_gain = gaussian(1329.3700, 69327473.1006) if capital_gain < 5178.0000: age = gaussian(38.6361, 187.2435) capital_loss = gaussian(87.0152, 161032.4157) else: age = gaussian(38.2668, 187.2747) capital_loss = gaussian(101.7672, 189798.1926) sensitiveAttribute(sex < 1, flag) qualified(age > 18) N_age = (age - 17.0) / 62.0 N_capital_gain = (capital_gain - 0.0) / 22040.0 N_capital_loss = (capital_loss - 0.0) / 1258.0 t = 0.0006 * N_age + -5.7363 * N_capital_gain + -0.0002 * N_capital_loss + 1.0003 if sex > 1: t = t + -0.0003 if sex < 1:
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Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Block at line 30 has no body - expected indented block • IndentationError at line 30 Fix: Add body to If block or use 'pass' statement
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intermediate
|
api
|
error_detection
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Pythoncode:Python
| 1
| 0
| 1,086
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom .helper import *\n\ndef sample(flag):\n sex = step([(0,1,0.3307), (1,2,0.6693)])\n if sex < 1:\n capital_gain = gaussian(568.4105, 24248365.5428)\n if capital_gain < 7298.0000:\n age = gaussian(38.4208, 184.9151)\n capital_loss = gaussian(86.5949, 157731.9553)\n else:\n age = gaussian(38.8125, 193.4918)\n capital_loss = gaussian(117.8083, 252612.0300)\n else:\n capital_gain = gaussian(1329.3700, 69327473.1006)\n if capital_gain < 5178.0000:\n age = gaussian(38.6361, 187.2435)\n capital_loss = gaussian(87.0152, 161032.4157)\n else:\n age = gaussian(38.2668, 187.2747)\n capital_loss = gaussian(101.7672, 189798.1926)\n sensitiveAttribute(sex < 1, flag)\n qualified(age > 18)\n\n N_age = (age - 17.0) / 62.0\n N_capital_gain = (capital_gain - 0.0) / 22040.0\n N_capital_loss = (capital_loss - 0.0) / 1258.0\n t = 0.0006 * N_age + -5.7363 * N_capital_gain + -0.0002 * N_capital_loss + 1.0003\n if sex > 1:\n t = t + -0.0003\n if sex < 1:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Block at line 30 has no body - expected indented block\n \u2022 IndentationError at line 30\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
b9df48f54330cde291fba9c3ce4e17b22e7c1da1
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import dask import datetime import logging import time import torch import numpy as np import pandas as pd from collections import OrderedDict from ml4chem.metrics import compute_rmse from ml4chem.atomistic.models.base import DeepLearningModel, DeepLearningTrainer from ml4chem.atomistic.models.loss import AtomicMSELoss from ml4chem.optim.handler import get_optimizer, get_lr_scheduler, get_lr from ml4chem.utils import convert_elapsed_time, get_chunks, get_number_of_parameters from pprint import pformat # Setting precision and starting logger object class NeuralNetwork(DeepLearningModel, torch.nn.Module): """Atom-centered Neural Network Regression with Pytorch This model is based on Ref. 1 by Behler and Parrinello. # Complete this line Parameters ---------- hiddenlayers : tuple Structure of hidden layers in the neural network. activation : str Activation functions. Supported "tanh", "relu", or "celu". References ---------- 1. Behler, J. & Parrinello, M. Generalized Neural-Network Representation of High-Dimensional Potential-Energy Surfaces. Phys. Rev. Lett. 98, 146401 (2007). 2. Khorshidi, A. & Peterson, A. A. Amp : A modular approach to machine learning in atomistic simulations. Comput. Phys. Commun. 207, 310–324 (2016). """ NAME = "PytorchPotentials" @classmethod def name(cls): """Returns name of class""" return cls.NAME def __init__(self, hiddenlayers=(3, 3), activation="relu", **kwargs): super(DeepLearningModel, self).__init__() self.hiddenlayers = hiddenlayers self.activation = activation ... [8 more functiondefs truncated] ...
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The missing line is:
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advanced
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database
|
fill_in_the_blank
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Pythoncode:Python
| 2
| 1
| 1,698
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport dask\nimport datetime\nimport logging\nimport time\nimport torch\n\nimport numpy as np\nimport pandas as pd\nfrom collections import OrderedDict\nfrom ml4chem.metrics import compute_rmse\nfrom ml4chem.atomistic.models.base import DeepLearningModel, DeepLearningTrainer\nfrom ml4chem.atomistic.models.loss import AtomicMSELoss\nfrom ml4chem.optim.handler import get_optimizer, get_lr_scheduler, get_lr\nfrom ml4chem.utils import convert_elapsed_time, get_chunks, get_number_of_parameters\nfrom pprint import pformat\n\n\n# Setting precision and starting logger object\nclass NeuralNetwork(DeepLearningModel, torch.nn.Module):\n \"\"\"Atom-centered Neural Network Regression with Pytorch\n\n This model is based on Ref. 1 by Behler and Parrinello.\n # Complete this line\n Parameters\n ----------\n hiddenlayers : tuple\n Structure of hidden layers in the neural network.\n activation : str\n Activation functions. Supported \"tanh\", \"relu\", or \"celu\".\n\n References\n ----------\n 1. Behler, J. & Parrinello, M. Generalized Neural-Network Representation\n of High-Dimensional Potential-Energy Surfaces. Phys. Rev. Lett. 98,\n 146401 (2007).\n 2. Khorshidi, A. & Peterson, A. A. Amp : A modular approach to machine\n learning in atomistic simulations. Comput. Phys. Commun. 207, 310\u2013324\n (2016).\n \"\"\"\n\n NAME = \"PytorchPotentials\"\n\n @classmethod\n def name(cls):\n \"\"\"Returns name of class\"\"\"\n\n return cls.NAME\n\n def __init__(self, hiddenlayers=(3, 3), activation=\"relu\", **kwargs):\n super(DeepLearningModel, self).__init__()\n self.hiddenlayers = hiddenlayers\n self.activation = activation\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
b9dfea4e7beba7ec415b85a76c49ed3af214dec4
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python3 # # MIT License # # Copyright (c) 2020-2022 EntySec # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in all # copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # SOFTWARE. # import json import os from hatsploit.core.cli.badges import Badges from hatsploit.lib.config import Config from hatsploit.lib.storage import LocalStorage class DB: badges = Badges() config = Config() local_storage = LocalStorage() def disconnect_payload_database(self, name): if self.local_storage.get("connected_payload_databases"): if name in self.local_storage.get("connected_payload_databases"): self.local_storage.delete_element("connected_payload_databases", name) self.local_storage.delete_element("payloads", name) return self.badges.print_error("No such payload database connected!") def disconnect_module_database(self, name): if self.local_storage.get("connected_module_databases"): if name in self.local_storage.get("connected_module_databases"): self.local_storage.delete_element("connected_module_databases", name) self.local_storage.delete_element("modules", name) return self.badges.print_error("No such module database connected!") def disconnect_plugin_database(self, name): if self.local_storage.get("connected_plugin_databases"): if name in self.local_storage.get("connected_plugin_databases"): self.local_storage.delete_element("connected_plugin_databases", name) self.local_storage.delete_element("plugins", name) return self.badges.print_error("No such plugin database connected!") ... [3 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 13 has no indented body Invalid syntax at line 65: ... [3 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
database
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code_review
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Pythoncode:Python
| 3
| 1
| 2,747
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n#\n# MIT License\n#\n# Copyright (c) 2020-2022 EntySec\n#\n# Permission is hereby granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files (the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in all\n# copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\n# SOFTWARE.\n#\n\nimport json\nimport os\n\nfrom hatsploit.core.cli.badges import Badges\nfrom hatsploit.lib.config import Config\nfrom hatsploit.lib.storage import LocalStorage\n\n\nclass DB:\n badges = Badges()\n config = Config()\n local_storage = LocalStorage()\n\n def disconnect_payload_database(self, name):\n if self.local_storage.get(\"connected_payload_databases\"):\n if name in self.local_storage.get(\"connected_payload_databases\"):\n self.local_storage.delete_element(\"connected_payload_databases\", name)\n self.local_storage.delete_element(\"payloads\", name)\n return\n self.badges.print_error(\"No such payload database connected!\")\n\n def disconnect_module_database(self, name):\n if self.local_storage.get(\"connected_module_databases\"):\n if name in self.local_storage.get(\"connected_module_databases\"):\n self.local_storage.delete_element(\"connected_module_databases\", name)\n self.local_storage.delete_element(\"modules\", name)\n return\n self.badges.print_error(\"No such module database connected!\")\n\n def disconnect_plugin_database(self, name):\n if self.local_storage.get(\"connected_plugin_databases\"):\n if name in self.local_storage.get(\"connected_plugin_databases\"):\n self.local_storage.delete_element(\"connected_plugin_databases\", name)\n self.local_storage.delete_element(\"plugins\", name)\n return\n self.badges.print_error(\"No such plugin database connected!\")\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Block at line 13 has no indented body\n Invalid syntax at line 65: ... [3 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
b9e018d6290ebe7b0654b7e76a8df225914e3778
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from bluesky.plans import scan from bluesky.simulators import (print_summary, print_summary_wrapper, summarize_plan, check_limits, plot_raster_path) import pytest from bluesky.plans import grid_scan def test_print_summary(hw): det = hw.det motor = hw.motor print_summary(scan([det], motor, -1, 1, 10)) # old name summarize_plan(scan([det], motor, -1, 1, 10)) # new name list(print_summary_wrapper(scan([det], motor, -1, 1, 10))) def test_old_module_name(hw): det = hw.det motor = hw.motor motor1 = hw.motor1 motor2 = hw.motor2 from bluesky.plan_tools import (print_summary, print_summary_wrapper, plot_raster_path) with pytest.warns(UserWarning): print_summary(scan([det], motor, -1, 1, 10)) with pytest.warns(UserWarning): list(print_summary_wrapper(scan([det], motor, -1, 1, 10))) with pytest.warns(UserWarning): plan = grid_scan([det], motor1, -5, 5, 10, motor2, -7, 7, 15, True) plot_raster_path(plan, 'motor1', 'motor2', probe_size=.3) def test_check_limits(RE, hw): det = hw.det motor = hw.motor # The motor object does not currently implement limits. # Use an assert to help us out if this changes in the future. assert not hasattr(motor, 'limits') # # check_limits should warn if it can't find check_value # TODO: Is there _any_ object to test? # with pytest.warns(UserWarning): # check_limits(scan([det], motor, -1, 1, 3)) # monkey-patch some limits motor.limits = (-2, 2) # check_limits should do nothing here check_limits(scan([det], motor, -1, 1, 3)) # check_limits should error if limits are exceeded only if object raises # this object does not raise check_limits(scan([det], motor, -3, 3, 3)) # check_limits should raise if limits are equal only if object raises # this object does not raise motor.limits = (2, 2) check_limits(scan([det], motor, -1, 1, 3)) def test_check_limits_needs_RE(): with pytest.raises(RuntimeError) as ctx: check_limits([]) assert str(ctx.value) == "Bluesky event loop not running" def test_plot_raster_path(hw): det = hw.det motor1 = hw.motor1 motor2 = hw.motor2 plan = grid_scan([det], motor1, -5, 5, 10, motor2, -7, 7, 15, True) plot_raster_path(plan, 'motor1', 'motor2', probe_size=.3)
|
Functions: test_print_summary, test_old_module_name, test_check_limits, test_check_limits_needs_RE, test_plot_raster_path This code demonstrates Pythoncode:Python programming.
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intermediate
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testing
|
code_explanation
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Pythoncode:Python
| 5
| 0
| 2,482
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom bluesky.plans import scan\nfrom bluesky.simulators import (print_summary, print_summary_wrapper,\n summarize_plan,\n check_limits,\n plot_raster_path)\nimport pytest\nfrom bluesky.plans import grid_scan\n\n\ndef test_print_summary(hw):\n det = hw.det\n motor = hw.motor\n print_summary(scan([det], motor, -1, 1, 10)) # old name\n summarize_plan(scan([det], motor, -1, 1, 10)) # new name\n list(print_summary_wrapper(scan([det], motor, -1, 1, 10)))\n\n\ndef test_old_module_name(hw):\n det = hw.det\n motor = hw.motor\n motor1 = hw.motor1\n motor2 = hw.motor2\n from bluesky.plan_tools import (print_summary, print_summary_wrapper,\n plot_raster_path)\n with pytest.warns(UserWarning):\n print_summary(scan([det], motor, -1, 1, 10))\n with pytest.warns(UserWarning):\n list(print_summary_wrapper(scan([det], motor, -1, 1, 10)))\n with pytest.warns(UserWarning):\n plan = grid_scan([det], motor1, -5, 5, 10, motor2, -7, 7, 15, True)\n plot_raster_path(plan, 'motor1', 'motor2', probe_size=.3)\n\n\ndef test_check_limits(RE, hw):\n det = hw.det\n motor = hw.motor\n # The motor object does not currently implement limits.\n # Use an assert to help us out if this changes in the future.\n assert not hasattr(motor, 'limits')\n\n # # check_limits should warn if it can't find check_value\n # TODO: Is there _any_ object to test?\n # with pytest.warns(UserWarning):\n # check_limits(scan([det], motor, -1, 1, 3))\n\n # monkey-patch some limits\n motor.limits = (-2, 2)\n # check_limits should do nothing here\n check_limits(scan([det], motor, -1, 1, 3))\n\n # check_limits should error if limits are exceeded only if object raises\n # this object does not raise\n check_limits(scan([det], motor, -3, 3, 3))\n\n # check_limits should raise if limits are equal only if object raises\n # this object does not raise\n motor.limits = (2, 2)\n check_limits(scan([det], motor, -1, 1, 3))\n\n\ndef test_check_limits_needs_RE():\n with pytest.raises(RuntimeError) as ctx:\n check_limits([])\n assert str(ctx.value) == \"Bluesky event loop not running\"\n\n\ndef test_plot_raster_path(hw):\n det = hw.det\n motor1 = hw.motor1\n motor2 = hw.motor2\n plan = grid_scan([det], motor1, -5, 5, 10, motor2, -7, 7, 15, True)\n plot_raster_path(plan, 'motor1', 'motor2', probe_size=.3)"}, {"role": "assistant", "content": " Functions: test_print_summary, test_old_module_name, test_check_limits, test_check_limits_needs_RE, test_plot_raster_path\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9e0543df8f2ae150950f2a9787edb6296aac618
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import random def welcome(): welcome_message = "Welcome to shut the box" print(welcome_message) i = 0 result = "" while i < len(numbers_list): if i < len(numbers_list)-1: result += str(numbers_list[i]) + " " else: result += str(numbers_list[i]) i+=1 print(result) def dice_roll(amount): total = 0 i = 0 while i < amount: total += random.randint(1, 6) i+=1 return total def choose_dice_amount(): amount = 0 while True: try: amount = int(input("You choose to roll one or two dice. Please enter either '1' or '2': ")) except ValueError: print("INVALID ENTRY PLEASE TRY AGAIN") continue if amount == 1 or amount == 2: return amount else: print("INVALID ENTRY PLEASE TRY AGAIN!") continue return amount def choose_number_to_drop(target_amount): entered = 0 goal = target_amount entered_numbers = list() while goal != 0: try: print("Available numbers: " + str(numbers_list) + " to get to " + str(target_amount)) entered = int(input("Please enter a number that is available: ")) except ValueError: print("Invalid Entry, please try again") continue if entered not in numbers_list or entered in entered_numbers: print("Invalid Entry, please try again") continue else: goal -= entered entered_numbers.append(entered) if goal < 0: goal = target_amount entered_numbers = list() i = 0 while i < len(entered_numbers): numbers_list.remove(entered_numbers[i]) i += 1 def check_lost_game(rolled): value = True if rolled not in numbers_list: i = 0 while i < len(numbers_list): j = i+1 while j< len(numbers_list): if numbers_list[i] + numbers_list[j] == rolled: return False k = j+1 while k < len(numbers_list): if numbers_list[i] + numbers_list[j] + numbers_list[k] == rolled: return False l = k+1 while l < len(numbers_list): if numbers_list[i] + numbers_list[j] + numbers_list[k] + numbers_list[l] == rolled: return False l+=1 k+=1 j+=1 i +=1 else: value = False return value def end_game(): game_completed = True return game_completed def win_game(): game_won = True return game_won def score_game(): score = 0 i = 0 while i < len(numbers_list): score += numbers_list[i] i+=1 return score ... [2 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 8
| 0
| 2,966
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport random\ndef welcome():\n welcome_message = \"Welcome to shut the box\"\n print(welcome_message)\n i = 0\n result = \"\"\n while i < len(numbers_list):\n if i < len(numbers_list)-1:\n result += str(numbers_list[i]) + \" \"\n else:\n result += str(numbers_list[i])\n i+=1\n print(result)\n\ndef dice_roll(amount):\n total = 0\n i = 0\n while i < amount:\n total += random.randint(1, 6)\n i+=1\n return total\n\ndef choose_dice_amount():\n amount = 0\n while True:\n try:\n amount = int(input(\"You choose to roll one or two dice. Please enter either '1' or '2': \"))\n except ValueError:\n print(\"INVALID ENTRY PLEASE TRY AGAIN\")\n continue\n if amount == 1 or amount == 2:\n return amount\n else:\n print(\"INVALID ENTRY PLEASE TRY AGAIN!\")\n continue\n return amount\n\ndef choose_number_to_drop(target_amount):\n entered = 0\n goal = target_amount\n entered_numbers = list()\n while goal != 0:\n try:\n print(\"Available numbers: \" + str(numbers_list) + \" to get to \" + str(target_amount))\n entered = int(input(\"Please enter a number that is available: \"))\n except ValueError:\n print(\"Invalid Entry, please try again\")\n continue\n if entered not in numbers_list or entered in entered_numbers:\n print(\"Invalid Entry, please try again\")\n continue\n else:\n goal -= entered\n entered_numbers.append(entered)\n if goal < 0:\n goal = target_amount\n entered_numbers = list()\n i = 0\n while i < len(entered_numbers):\n numbers_list.remove(entered_numbers[i])\n i += 1\n\ndef check_lost_game(rolled):\n value = True\n if rolled not in numbers_list:\n i = 0\n while i < len(numbers_list):\n j = i+1\n while j< len(numbers_list):\n if numbers_list[i] + numbers_list[j] == rolled:\n return False\n k = j+1\n while k < len(numbers_list):\n if numbers_list[i] + numbers_list[j] + numbers_list[k] == rolled:\n return False\n l = k+1\n while l < len(numbers_list):\n if numbers_list[i] + numbers_list[j] + numbers_list[k] + numbers_list[l] == rolled:\n return False\n l+=1\n k+=1\n j+=1\n \n i +=1\n else:\n value = False\n return value\n\ndef end_game():\n game_completed = True\n return game_completed\n\ndef win_game():\n game_won = True\n return game_won\n\ndef score_game():\n score = 0\n i = 0\n while i < len(numbers_list):\n score += numbers_list[i]\n i+=1\n return score\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b9e09def642ce98a753ac3053c44b1ba7d862f16
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import warnings import pytest from leapp.libraries.actor.systemfacts import get_selinux_status from leapp.models import SELinuxFacts def test_selinux_enabled_enforcing(monkeypatch): """ Test case SELinux is enabled in enforcing mode """ monkeypatch.setattr(selinux, 'is_selinux_mls_enabled', lambda: 1) monkeypatch.setattr(selinux, 'security_getenforce', lambda: 1) monkeypatch.setattr(selinux, 'selinux_getenforcemode', lambda: [0, 1]) monkeypatch.setattr(selinux, 'is_selinux_enabled', lambda: 1) monkeypatch.setattr(selinux, 'selinux_getpolicytype', lambda: [0, 'targeted']) expected_data = {'policy': 'targeted', 'mls_enabled': True, 'enabled': True, 'runtime_mode': 'enforcing', 'static_mode': 'enforcing'} assert SELinuxFacts(**expected_data) == get_selinux_status() @pytest.mark.skipif(no_selinux, reason=reason_to_skip_msg) def test_selinux_enabled_permissive(monkeypatch): """ Test case SELinux is enabled in permissive mode """ monkeypatch.setattr(selinux, 'is_selinux_mls_enabled', lambda: 1) # Complete this line monkeypatch.setattr(selinux, 'selinux_getenforcemode', lambda: [0, 0]) monkeypatch.setattr(selinux, 'is_selinux_enabled', lambda: 1) monkeypatch.setattr(selinux, 'selinux_getpolicytype', lambda: [0, 'targeted']) expected_data = {'policy': 'targeted', 'mls_enabled': True, 'enabled': True, 'runtime_mode': 'permissive', 'static_mode': 'permissive'} assert SELinuxFacts(**expected_data) == get_selinux_status() @pytest.mark.skipif(no_selinux, reason=reason_to_skip_msg) def test_selinux_disabled(monkeypatch): """ Test case SELinux is disabled """ monkeypatch.setattr(selinux, 'is_selinux_mls_enabled', lambda: 0) monkeypatch.setattr(selinux, 'security_getenforce', lambda: 0) monkeypatch.setattr(selinux, 'selinux_getenforcemode', lambda: [0, 0]) monkeypatch.setattr(selinux, 'is_selinux_enabled', lambda: 0) monkeypatch.setattr(selinux, 'selinux_getpolicytype', lambda: [0, 'targeted']) expected_data = {'policy': 'targeted', 'mls_enabled': False, 'enabled': False, 'runtime_mode': 'permissive', 'static_mode': 'permissive'} assert SELinuxFacts(**expected_data) == get_selinux_status() class MockNoConfigFileOSError(object): def __init__(self): raise OSError @pytest.mark.skipif(no_selinux, reason=reason_to_skip_msg) ... [1 more functiondefs truncated] ...
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The missing line is: monkeypatch.setattr(selinux, 'security_getenforce', lambda: 0)
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 1
| 2,727
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport warnings\n\nimport pytest\n\nfrom leapp.libraries.actor.systemfacts import get_selinux_status\nfrom leapp.models import SELinuxFacts\n\ndef test_selinux_enabled_enforcing(monkeypatch):\n \"\"\"\n Test case SELinux is enabled in enforcing mode\n \"\"\"\n monkeypatch.setattr(selinux, 'is_selinux_mls_enabled', lambda: 1)\n monkeypatch.setattr(selinux, 'security_getenforce', lambda: 1)\n monkeypatch.setattr(selinux, 'selinux_getenforcemode', lambda: [0, 1])\n monkeypatch.setattr(selinux, 'is_selinux_enabled', lambda: 1)\n monkeypatch.setattr(selinux, 'selinux_getpolicytype', lambda: [0, 'targeted'])\n expected_data = {'policy': 'targeted',\n 'mls_enabled': True,\n 'enabled': True,\n 'runtime_mode': 'enforcing',\n 'static_mode': 'enforcing'}\n assert SELinuxFacts(**expected_data) == get_selinux_status()\n\n\n@pytest.mark.skipif(no_selinux, reason=reason_to_skip_msg)\ndef test_selinux_enabled_permissive(monkeypatch):\n \"\"\"\n Test case SELinux is enabled in permissive mode\n \"\"\"\n monkeypatch.setattr(selinux, 'is_selinux_mls_enabled', lambda: 1)\n # Complete this line\n monkeypatch.setattr(selinux, 'selinux_getenforcemode', lambda: [0, 0])\n monkeypatch.setattr(selinux, 'is_selinux_enabled', lambda: 1)\n monkeypatch.setattr(selinux, 'selinux_getpolicytype', lambda: [0, 'targeted'])\n expected_data = {'policy': 'targeted',\n 'mls_enabled': True,\n 'enabled': True,\n 'runtime_mode': 'permissive',\n 'static_mode': 'permissive'}\n assert SELinuxFacts(**expected_data) == get_selinux_status()\n\n\n@pytest.mark.skipif(no_selinux, reason=reason_to_skip_msg)\ndef test_selinux_disabled(monkeypatch):\n \"\"\"\n Test case SELinux is disabled\n \"\"\"\n monkeypatch.setattr(selinux, 'is_selinux_mls_enabled', lambda: 0)\n monkeypatch.setattr(selinux, 'security_getenforce', lambda: 0)\n monkeypatch.setattr(selinux, 'selinux_getenforcemode', lambda: [0, 0])\n monkeypatch.setattr(selinux, 'is_selinux_enabled', lambda: 0)\n monkeypatch.setattr(selinux, 'selinux_getpolicytype', lambda: [0, 'targeted'])\n expected_data = {'policy': 'targeted',\n 'mls_enabled': False,\n 'enabled': False,\n 'runtime_mode': 'permissive',\n 'static_mode': 'permissive'}\n assert SELinuxFacts(**expected_data) == get_selinux_status()\n\n\nclass MockNoConfigFileOSError(object):\n def __init__(self):\n raise OSError\n\n\n@pytest.mark.skipif(no_selinux, reason=reason_to_skip_msg)\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n monkeypatch.setattr(selinux, 'security_getenforce', lambda: 0)"}]
| false
| null | null | null |
b9e0c71df07f6cc03e495d11899558d7e577552a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """ 1. Write a Python program to reverse only the vowels of a given string. Sample Output: w3resuorce Python Perl ASU 2. Write a Python program to check whether a given integer is a palindrome or not. Note: An integer is a palindrome when it reads the same backward as forward. Negative numbers are not palindromic. Sample Output: False True False 3. Write a Python program to remove the duplicate elements of a given array of numbers such that each element appear only once and return the new length of the given array. Sample Output: 5 4 4. Write a Python program to calculate the maximum profit from selling and buying values of stock. An array of numbers represent the stock prices in chronological order. For example, given [8, 10, 7, 5, 7, 15], the function will return 10, since the buying value of the stock is 5 dollars and sell value is 15 dollars. Sample Output: 10 7 0 5. Write a Python program to remove all instances of a given value from a given array of integers and find the length of the new array. For example, given [8, 10, 7, 5, 7, 15], the function will return 10, since the buying value of the stock is 5 dollars and sell value is 15 dollars. Sample Output: 6 0 5 0 6. Write a Python program to find the starting and ending position of a given value in a given array of integers, sorted in ascending order. Error: SyntaxError / EOF
|
Fixed Code: """ 1. Write a Python program to reverse only the vowels of a given string. Sample Output: w3resuorce Python Perl ASU 2. Write a Python program to check whether a given integer is a palindrome or not. Note: An integer is a palindrome when it reads the same backward as forward. Negative numbers are not palindromic. Sample Output: False True False 3. Write a Python program to remove the duplicate elements of a given array of numbers such that each element appear only once and return the new length of the given array. Sample Output: 5 4 Explanation: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 1,335
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\n\n1. Write a Python program to reverse only the vowels of a given string.\nSample Output:\nw3resuorce\nPython\nPerl\nASU\n\n2. Write a Python program to check whether a given integer is a palindrome or not.\nNote: An integer is a palindrome when it reads the same backward as forward. Negative numbers are not palindromic.\nSample Output:\nFalse\nTrue\nFalse\n\n3. Write a Python program to remove the duplicate elements of a given array of numbers such that each element appear only once and return the new length of the given array.\nSample Output:\n5\n4\n\n4. Write a Python program to calculate the maximum profit from selling and buying values of stock. An array of numbers represent the stock prices in chronological order.\nFor example, given [8, 10, 7, 5, 7, 15], the function will return 10, since the buying value of the stock is 5 dollars and sell value is 15 dollars.\nSample Output:\n10\n7\n0\n\n5. Write a Python program to remove all instances of a given value from a given array of integers and find the length of the new array.\nFor example, given [8, 10, 7, 5, 7, 15], the function will return 10, since the buying value of the stock is 5 dollars and sell value is 15 dollars.\nSample Output:\n6\n0\n5\n0\n\n6. Write a Python program to find the starting and ending position of a given value in a given array of integers, sorted in ascending order.\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\n\n1. Write a Python program to reverse only the vowels of a given string.\nSample Output:\nw3resuorce\nPython\nPerl\nASU\n\n2. Write a Python program to check whether a given integer is a palindrome or not.\nNote: An integer is a palindrome when it reads the same backward as forward. Negative numbers are not palindromic.\nSample Output:\nFalse\nTrue\nFalse\n\n3. Write a Python program to remove the duplicate elements of a given array of numbers such that each element appear only once and return the new length of the given array.\nSample Output:\n5\n4\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9e1517b77ef8c0c8643211eb516389a83db60f8
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- class Microsoft_Windows_IPxlatCfg_1001_0(Etw): pattern = Struct( "ErrorString" / CString, "ErrorCode" / Int32ul ) @declare(guid=guid("3e5ac668-af52-4c15-b99b-a3e7a6616ebd"), event_id=1002, version=0) class Microsoft_Windows_IPxlatCfg_1002_0(Etw): pattern = Struct( "ErrorString" / CString, "ErrorCode" / Int32ul, "InterfaceLuid" / Int64ul ) @declare(guid=guid("3e5ac668-af52-4c15-b99b-a3e7a6616ebd"), event_id=1003, version=0) class Microsoft_Windows_IPxlatCfg_1003_0(Etw): pattern = Struct( "InfoString" / CString ) @declare(guid=guid("3e5ac668-af52-4c15-b99b-a3e7a6616ebd"), event_id=1005, version=0) class Microsoft_Windows_IPxlatCfg_1005_0(Etw): pattern = Struct( "IPv4Address" / Int32ul, "IPv4Prefix" / Int32ul ) @declare(guid=guid("3e5ac668-af52-4c15-b99b-a3e7a6616ebd"), event_id=1006, version=0) class Microsoft_Windows_IPxlatCfg_1006_0(Etw): pattern = Struct( "InfoString" / CString, "InterfaceLuid" / Int64ul ) @declare(guid=guid("3e5ac668-af52-4c15-b99b-a3e7a6616ebd"), event_id=1007, version=0) class Microsoft_Windows_IPxlatCfg_1007_0(Etw): pattern = Struct( "InterfaceLuid" / Int64ul, "PrefixLength" / Int32ul ) @declare(guid=guid("3e5ac668-af52-4c15-b99b-a3e7a6616ebd"), event_id=1008, version=0) class Microsoft_Windows_IPxlatCfg_1008_0(Etw): pattern = Struct( "InterfaceLuid" / Int64ul, "IPv4Address" / Int32ul ) @declare(guid=guid("3e5ac668-af52-4c15-b99b-a3e7a6616ebd"), event_id=1009, version=0) class Microsoft_Windows_IPxlatCfg_1009_0(Etw): pattern = Struct( "InterfaceLuid" / Int64ul
|
) @declare(guid=guid("3e5ac668-af52-4c15-b99b-a3e7a6616ebd"), event_id=1010, version=0) class Microsoft_Windows_IPxlatCfg_1010_0(Etw): pattern = Struct( "InterfaceLuid" / Int64ul ) @declare(guid=guid("3e5ac668-af52-4c15-b99b-a3e7a6616ebd"), event_id=1011, version=0) class Microsoft_Windows_IPxlatCfg_1011_0(Etw): pattern = Struct( "InfoString" / CString, "MTU" / Int32ul ) @declare(guid=guid("3e5ac668-af52-4c15-b99b-a3e7a6616ebd"), event_id=1101, version=0) class Microsoft_Windows_IPxlatCfg_1101_0(Etw): pattern = Struct( "InterfaceLuid" / Int64ul, "Metric" / Int32ul, "RemotePrefixLength" / Int32ul, "LocalPrefixLength" / Int32ul ) @declare(guid=guid("3e5ac668-af52-4c15-b99b-a3e7a6616ebd"), event_id=1102, version=0) class Microsoft_Windows_IPxlatCfg_1102_0(Etw): pattern = Struct( "InterfaceLuid" / Int64ul, "Metric" / Int32ul, "RemotePrefixLength" / Int32ul, "LocalPrefixLength" / Int32ul ) @declare(guid=guid("3e5ac668-af52-4c15-b99b-a3e7a6616ebd"), event_id=1103, version=0) ... [1 more classdefs truncated] ...
|
advanced
|
ui
|
code_completion
|
Pythoncode:Python
| 0
| 12
| 2,887
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass Microsoft_Windows_IPxlatCfg_1001_0(Etw):\n pattern = Struct(\n \"ErrorString\" / CString,\n \"ErrorCode\" / Int32ul\n )\n\n\n@declare(guid=guid(\"3e5ac668-af52-4c15-b99b-a3e7a6616ebd\"), event_id=1002, version=0)\nclass Microsoft_Windows_IPxlatCfg_1002_0(Etw):\n pattern = Struct(\n \"ErrorString\" / CString,\n \"ErrorCode\" / Int32ul,\n \"InterfaceLuid\" / Int64ul\n )\n\n\n@declare(guid=guid(\"3e5ac668-af52-4c15-b99b-a3e7a6616ebd\"), event_id=1003, version=0)\nclass Microsoft_Windows_IPxlatCfg_1003_0(Etw):\n pattern = Struct(\n \"InfoString\" / CString\n )\n\n\n@declare(guid=guid(\"3e5ac668-af52-4c15-b99b-a3e7a6616ebd\"), event_id=1005, version=0)\nclass Microsoft_Windows_IPxlatCfg_1005_0(Etw):\n pattern = Struct(\n \"IPv4Address\" / Int32ul,\n \"IPv4Prefix\" / Int32ul\n )\n\n\n@declare(guid=guid(\"3e5ac668-af52-4c15-b99b-a3e7a6616ebd\"), event_id=1006, version=0)\nclass Microsoft_Windows_IPxlatCfg_1006_0(Etw):\n pattern = Struct(\n \"InfoString\" / CString,\n \"InterfaceLuid\" / Int64ul\n )\n\n\n@declare(guid=guid(\"3e5ac668-af52-4c15-b99b-a3e7a6616ebd\"), event_id=1007, version=0)\nclass Microsoft_Windows_IPxlatCfg_1007_0(Etw):\n pattern = Struct(\n \"InterfaceLuid\" / Int64ul,\n \"PrefixLength\" / Int32ul\n )\n\n\n@declare(guid=guid(\"3e5ac668-af52-4c15-b99b-a3e7a6616ebd\"), event_id=1008, version=0)\nclass Microsoft_Windows_IPxlatCfg_1008_0(Etw):\n pattern = Struct(\n \"InterfaceLuid\" / Int64ul,\n \"IPv4Address\" / Int32ul\n )\n\n\n@declare(guid=guid(\"3e5ac668-af52-4c15-b99b-a3e7a6616ebd\"), event_id=1009, version=0)\nclass Microsoft_Windows_IPxlatCfg_1009_0(Etw):\n pattern = Struct(\n \"InterfaceLuid\" / Int64ul"}, {"role": "assistant", "content": "\n )\n\n\n@declare(guid=guid(\"3e5ac668-af52-4c15-b99b-a3e7a6616ebd\"), event_id=1010, version=0)\nclass Microsoft_Windows_IPxlatCfg_1010_0(Etw):\n pattern = Struct(\n \"InterfaceLuid\" / Int64ul\n )\n\n\n@declare(guid=guid(\"3e5ac668-af52-4c15-b99b-a3e7a6616ebd\"), event_id=1011, version=0)\nclass Microsoft_Windows_IPxlatCfg_1011_0(Etw):\n pattern = Struct(\n \"InfoString\" / CString,\n \"MTU\" / Int32ul\n )\n\n\n@declare(guid=guid(\"3e5ac668-af52-4c15-b99b-a3e7a6616ebd\"), event_id=1101, version=0)\nclass Microsoft_Windows_IPxlatCfg_1101_0(Etw):\n pattern = Struct(\n \"InterfaceLuid\" / Int64ul,\n \"Metric\" / Int32ul,\n \"RemotePrefixLength\" / Int32ul,\n \"LocalPrefixLength\" / Int32ul\n )\n\n\n@declare(guid=guid(\"3e5ac668-af52-4c15-b99b-a3e7a6616ebd\"), event_id=1102, version=0)\nclass Microsoft_Windows_IPxlatCfg_1102_0(Etw):\n pattern = Struct(\n \"InterfaceLuid\" / Int64ul,\n \"Metric\" / Int32ul,\n \"RemotePrefixLength\" / Int32ul,\n \"LocalPrefixLength\" / Int32ul\n )\n\n\n@declare(guid=guid(\"3e5ac668-af52-4c15-b99b-a3e7a6616ebd\"), event_id=1103, version=0)\n\n ... [1 more classdefs truncated] ..."}]
| false
| null | null | null |
b9e1d3ca3ecc29b35600c2af35a03fcf35a771c0
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- import os from distutils.util import strtobool class Config: DEBUG = bool(strtobool(os.getenv('DEBUG', "False"))) DATABASE_URI = os.getenv('DATABASE_URI', '127.0.0.1:27017') WORKERS = int(os.getenv('WORKERS', 2)) LOGO = os.getenv('LOGO', None) HOST = os.getenv('HOST', '127.0.0.1') PORT = int(os.getenv('PORT', 8000)) SECRET = os.getenv('SECRET', 'secret') LOGIN_MIN_LENGTH = int(os.getenv('LOGIN_MIN_LENGTH', 1)) LOGIN_MAX_LENGTH = int(os.getenv('LOGIN_MAX_LENGTH', 32))
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Code Review: ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 ✨ Improvements: Add docstring to class 'Config'
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advanced
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database
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code_review
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Pythoncode:Python
| 0
| 1
| 535
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nimport os\nfrom distutils.util import strtobool\n\n\nclass Config:\n DEBUG = bool(strtobool(os.getenv('DEBUG', \"False\")))\n DATABASE_URI = os.getenv('DATABASE_URI', '127.0.0.1:27017')\n WORKERS = int(os.getenv('WORKERS', 2))\n LOGO = os.getenv('LOGO', None)\n HOST = os.getenv('HOST', '127.0.0.1')\n PORT = int(os.getenv('PORT', 8000))\n SECRET = os.getenv('SECRET', 'secret')\n LOGIN_MIN_LENGTH = int(os.getenv('LOGIN_MIN_LENGTH', 1))\n LOGIN_MAX_LENGTH = int(os.getenv('LOGIN_MAX_LENGTH', 32))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n\n\u2728 Improvements:\n Add docstring to class 'Config'"}]
| false
| null | null | null |
b9e2c12e3855c30001fd37ab610587d3e95c803d
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: # CHECK-TREE: { const <- \x -> \y -> x; y <- const #true #true; z <- const #false #false; #record { const: const, y : y, z: z, }} const = lambda x, y: x y = const(True, True) z = const(False, False)
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This code demonstrates Pythoncode:Python programming.
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beginner
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general
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code_explanation
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Pythoncode:Python
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| 0
| 199
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# CHECK-TREE: { const <- \\x -> \\y -> x; y <- const #true #true; z <- const #false #false; #record { const: const, y : y, z: z, }}\nconst = lambda x, y: x\ny = const(True, True)\nz = const(False, False)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9e36baa14d5265769af32c8ed910969e39eaf3a
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import tensorflow as tf import os.path import warnings from distutils.version import LooseVersion import glob import helper import project_tests as tests #-------------------------- # USER-SPECIFIED DATA #-------------------------- # Tune these parameters def load_vgg(sess, vgg_path): """ Load Pretrained VGG Model into TensorFlow. sess: TensorFlow Session vgg_path: Path to vgg folder, containing "variables/" and "saved_model.pb" return: Tuple of Tensors from VGG model (image_input, keep_prob, layer3, layer4, layer7) """ # load the model and weights model = tf.saved_model.loader.load(sess, ['vgg16'], vgg_path) # Get Tensors to be returned from graph graph = tf.get_default_graph() image_input = graph.get_tensor_by_name('image_input:0') keep_prob = graph.get_tensor_by_name('keep_prob:0') layer3 = graph.get_tensor_by_name('layer3_out:0') layer4 = graph.get_tensor_by_name('layer4_out:0') layer7 = graph.get_tensor_by_name('l
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 17 • Unclosed '(' at line 33 - expected ')' Fix: Complete the truncated code structure
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intermediate
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testing
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error_detection
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Pythoncode:Python
| 3
| 0
| 970
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport tensorflow as tf\nimport os.path\nimport warnings\nfrom distutils.version import LooseVersion\nimport glob\n\nimport helper\nimport project_tests as tests\n\n#--------------------------\n# USER-SPECIFIED DATA\n#--------------------------\n\n# Tune these parameters\n\ndef load_vgg(sess, vgg_path):\n \"\"\"\n Load Pretrained VGG Model into TensorFlow.\n sess: TensorFlow Session\n vgg_path: Path to vgg folder, containing \"variables/\" and \"saved_model.pb\"\n return: Tuple of Tensors from VGG model (image_input, keep_prob, layer3, layer4, layer7)\n \"\"\"\n \n # load the model and weights\n model = tf.saved_model.loader.load(sess, ['vgg16'], vgg_path)\n\n # Get Tensors to be returned from graph\n graph = tf.get_default_graph()\n image_input = graph.get_tensor_by_name('image_input:0')\n keep_prob = graph.get_tensor_by_name('keep_prob:0')\n layer3 = graph.get_tensor_by_name('layer3_out:0')\n layer4 = graph.get_tensor_by_name('layer4_out:0')\n layer7 = graph.get_tensor_by_name('l"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 17\n \u2022 Unclosed '(' at line 33 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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b9e379a95e3f4e855adb56ee1112dc1aa95e6a78
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # Copyright 2018 The Forseti Security Authors. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. class LogSinkRulesEngineTest(ForsetiTestCase): """Tests for the LogSinkRulesEngine.""" def setUp(self): """Set up GCP resources for tests.""" self.lsre = lsre self.lsre.LOGGER = mock.MagicMock() # Set up resources in the following hierarchy: # +-----> billing_acct_abcd # | # | # +-----------------------> proj-1 # | # | # org_234 +-----> folder_56 +-----> proj-2 # | # | # +-----------------------> proj-3 self.org_234 = Organization( '234', display_name='Organization 234', full_name='organization/234/', data='fake_org_data_234') self.billing_acct_abcd = BillingAccount( 'ABCD-1234', display_name='Billing Account ABCD', full_name='organization/234/billingAccount/ABCD-1234/', data='fake_billing_account_data_abcd') self.folder_56 = Folder( '56', display_name='Folder 56', full_name='organization/234/folder/56/', data='fake_folder_data456456') self.proj_1 = Project( 'proj-1', project_number=11223344, display_name='My project 1', parent=self.org_234, full_name='organization/234/project/proj-1/', data='fake_project_data_2341') self.proj_2 = Project( 'proj-2', project_number=223344, display_name='My project 2', parent=self.folder_56, full_name='organization/234/folder/56/project/proj-2/', data='fake_project_data_4562') self.proj_3 = Project( 'proj-3', project_number=33445566, display_name='My project 3', parent=self.org_234, full_name='organization/234/project/proj-3/', data='fake_project_data_1233') ... [13 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 77: ... [13 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
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testing
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code_review
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Pythoncode:Python
| 1
| 1
| 2,723
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2018 The Forseti Security Authors. All rights reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nclass LogSinkRulesEngineTest(ForsetiTestCase):\n \"\"\"Tests for the LogSinkRulesEngine.\"\"\"\n\n def setUp(self):\n \"\"\"Set up GCP resources for tests.\"\"\"\n self.lsre = lsre\n self.lsre.LOGGER = mock.MagicMock()\n\n # Set up resources in the following hierarchy:\n # +-----> billing_acct_abcd\n # |\n # |\n # +-----------------------> proj-1\n # |\n # |\n # org_234 +-----> folder_56 +-----> proj-2\n # |\n # |\n # +-----------------------> proj-3\n self.org_234 = Organization(\n '234',\n display_name='Organization 234',\n full_name='organization/234/',\n data='fake_org_data_234')\n\n self.billing_acct_abcd = BillingAccount(\n 'ABCD-1234',\n display_name='Billing Account ABCD',\n full_name='organization/234/billingAccount/ABCD-1234/',\n data='fake_billing_account_data_abcd')\n\n self.folder_56 = Folder(\n '56',\n display_name='Folder 56',\n full_name='organization/234/folder/56/',\n data='fake_folder_data456456')\n\n self.proj_1 = Project(\n 'proj-1',\n project_number=11223344,\n display_name='My project 1',\n parent=self.org_234,\n full_name='organization/234/project/proj-1/',\n data='fake_project_data_2341')\n\n self.proj_2 = Project(\n 'proj-2',\n project_number=223344,\n display_name='My project 2',\n parent=self.folder_56,\n full_name='organization/234/folder/56/project/proj-2/',\n data='fake_project_data_4562')\n\n self.proj_3 = Project(\n 'proj-3',\n project_number=33445566,\n display_name='My project 3',\n parent=self.org_234,\n full_name='organization/234/project/proj-3/',\n data='fake_project_data_1233')\n\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 77: ... [13 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
b9e38ca4d963e2aa4de106573e34682092b6337e
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import uuid from config import USR_ORG_MONGO_COLLECTION, USR_MONGO_COLLECTION import db from models.response import post_error import logging log = logging.getLogger('file') class OrgUtils: def __init__(self): pass #orgId generation @staticmethod def generate_org_id(): """UUID generation for org registeration""" return(uuid.uuid4().hex) @staticmethod def validate_org(org_code): """Validating Org Org should be registered and active on Anuvaad system. """ try: #connecting to mongo instance/collection collections = db.get_db()[USR_ORG_MONGO_COLLECTION] #searching for active org record result = collections.find({"code": org_code}, {"_id": 0, "active": 1}) if result.count() == 0: return post_error("Invalid Organization", "No such registered organization with the given Org Id", None) for value in result: if value["active"] == False: return post_error("Invalid Organization", "Organization is currently inactive", None) except Exception as e: log.exception(f"Db connection exception : {e}") return post_error("Database connection exception", "An error occurred while connecting to the database:{}".format(str(e)), None)
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@staticmethod def validate_org_upsert(i,org): """Org validation on upsert deactivation of org allowed only once all the users in the corresponding org is inactive. """ if "code" not in org or not org["code"]: return post_error("Data Missing", "code not found", None) if "active" not in org: return post_error("Data Missing", "active not found", None) code = str(org["code"]).upper() active = org["active"] if not isinstance(active,bool): return post_error("Invalid format", "active should be bool", None), 400 if active == False: try: #connecting to mongo instance/collection collections = db.get_db()[USR_MONGO_COLLECTION] #searching for active users in the org result = collections.find({"orgID": code,"is_active":True}) if result.count()!=0: log.info("Deactivation request for org failed, {} active users with the orgID".format(str(result.count()))) return post_error("Deactivation Failed","There exist active users in {} hence this action cannot be performed".format(code),None) except Exception as e: log.exception(f"Db connection exception : {e}") return post_error("Database connection exception", "An error occurred while connecting to the database:{}".format(str(e)), None)
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advanced
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api
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code_completion
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Pythoncode:Python
| 4
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport uuid\nfrom config import USR_ORG_MONGO_COLLECTION, USR_MONGO_COLLECTION\nimport db \nfrom models.response import post_error\nimport logging\n\nlog = logging.getLogger('file')\n\n\nclass OrgUtils:\n\n def __init__(self):\n pass\n #orgId generation\n @staticmethod\n def generate_org_id():\n \"\"\"UUID generation for org registeration\"\"\"\n return(uuid.uuid4().hex)\n\n\n @staticmethod\n def validate_org(org_code):\n \"\"\"Validating Org\n\n Org should be registered and active on Anuvaad system.\n \"\"\"\n\n try:\n #connecting to mongo instance/collection\n collections = db.get_db()[USR_ORG_MONGO_COLLECTION]\n #searching for active org record\n result = collections.find({\"code\": org_code}, {\"_id\": 0, \"active\": 1})\n if result.count() == 0:\n return post_error(\"Invalid Organization\", \"No such registered organization with the given Org Id\", None)\n for value in result:\n if value[\"active\"] == False:\n return post_error(\"Invalid Organization\", \"Organization is currently inactive\", None)\n except Exception as e:\n log.exception(f\"Db connection exception : {e}\")\n return post_error(\"Database connection exception\", \"An error occurred while connecting to the database:{}\".format(str(e)), None)"}, {"role": "assistant", "content": "\n\n @staticmethod\n def validate_org_upsert(i,org):\n \"\"\"Org validation on upsert\n\n deactivation of org allowed only once all the users in the corresponding org is inactive.\n \"\"\"\n\n if \"code\" not in org or not org[\"code\"]:\n return post_error(\"Data Missing\", \"code not found\", None)\n if \"active\" not in org:\n return post_error(\"Data Missing\", \"active not found\", None)\n code = str(org[\"code\"]).upper()\n active = org[\"active\"] \n if not isinstance(active,bool):\n return post_error(\"Invalid format\", \"active should be bool\", None), 400\n if active == False:\n try:\n #connecting to mongo instance/collection\n collections = db.get_db()[USR_MONGO_COLLECTION]\n #searching for active users in the org\n result = collections.find({\"orgID\": code,\"is_active\":True})\n if result.count()!=0:\n log.info(\"Deactivation request for org failed, {} active users with the orgID\".format(str(result.count())))\n return post_error(\"Deactivation Failed\",\"There exist active users in {} hence this action cannot be performed\".format(code),None)\n except Exception as e:\n log.exception(f\"Db connection exception : {e}\")\n return post_error(\"Database connection exception\", \"An error occurred while connecting to the database:{}\".format(str(e)), None)"}]
| false
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b9e3fca3aec04c54b087304757154615d5a67e58
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # Adapted from https://github.com/pybind/cmake_example/blob/master/setup.py import os import re import sys import platform import subprocess import importlib from sysconfig import get_paths import importlib from setuptools import setup, Extension from setuptools.command.build_ext import build_ext from setuptools.command.install import install from distutils.sysconfig import get_config_var from distutils.version import LooseVersion class CMakeExtension(Extension): def __init__(self, name, sourcedir, build_with_cuda): Extension.__init__(self, name, sources=[]) self.sourcedir = os.path.abspath(sourcedir) self.build_with_cuda = build_with_cuda class Build(build_ext): def run(self): try: out = subprocess.check_output(['cmake', '--version']) except OSError: raise RuntimeError("CMake must be installed to build the following extensions: " + ", ".join(e.name for e in self.extensions)) super().run() ... [1 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 36: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 29 Unexpected indentation at line 31 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
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api
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code_review
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Pythoncode:Python
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| 2
| 1,068
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Adapted from https://github.com/pybind/cmake_example/blob/master/setup.py\nimport os\nimport re\nimport sys\nimport platform\nimport subprocess\nimport importlib\nfrom sysconfig import get_paths\n\nimport importlib\nfrom setuptools import setup, Extension\nfrom setuptools.command.build_ext import build_ext\nfrom setuptools.command.install import install\nfrom distutils.sysconfig import get_config_var\nfrom distutils.version import LooseVersion\n\n\nclass CMakeExtension(Extension):\n def __init__(self, name, sourcedir, build_with_cuda):\n Extension.__init__(self, name, sources=[])\n self.sourcedir = os.path.abspath(sourcedir)\n self.build_with_cuda = build_with_cuda\n\n\nclass Build(build_ext):\n def run(self):\n try:\n out = subprocess.check_output(['cmake', '--version'])\n except OSError:\n raise RuntimeError(\"CMake must be installed to build the following extensions: \" +\n \", \".join(e.name for e in self.extensions))\n\n super().run()\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 36: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 29\n Unexpected indentation at line 31\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
b9e478ed385905aa26b48748e1fbf896e8ced766
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: # validated: 2017-02-19 DS c5e3a8a9b642 roborio/java/navx_frc/src/com/kauailabs/navx/frc/RegisterIO.java #---------------------------------------------------------------------------- # Copyright (c) Kauai Labs 2015. All Rights Reserved. # # Created in support of Team 2465 (Kauaibots. Go Purple Wave! # # Open Source Software - may be modified and shared by FRC teams. Any # modifications to this code must be accompanied by the \License.txt file # in the root directory of the project #---------------------------------------------------------------------------- from ._impl import AHRSProtocol, IMUProtocol, IMURegisters from wpilib.timer import Timer import logging class _BoardId: type = 0 hw_rev = 0 fw_ver_major = 0 fw_ver_minor = 0 fw_revision = 0 unique_id = [0]*12 class _BoardState: op_status = 0 sensor_status = 0 cal_status = 0 selftest_status = 0 capability_flags = 0 update_rate_hz = 0 accel_fsr_g = 0 gyro_fsr_dps = 0 class RegisterIO: def __init__(self, io_provider, update_rate_hz, notify_sink, board_capabilities): """ :param board_capabilities: must have the following callable attributes: _isOmniMountSupported, _isBoardYawResetSupported, _isDisplacementSupported :param notify_sink: must have the following callable attributes: _setYawPitchRoll, _setAHRSData, _setAHRSPosData, _setRawData, _setBoardID, _setBoardState, _yawResetComplete """ self.io_provider = io_provider self.update_rate_hz = update_rate_hz self.board_capabilities = board_capabilities self.notify_sink = notify_sink self.raw_data_update = IMUProtocol.GyroUpdate() self.ahrspos_update = AHRSProtocol.AHRSPosUpdate() self.board_state = _BoardState() self.board_id = _BoardId() self.last_update_time = 0 self.byte_count = 0 self.update_count = 0 self.last_sensor_timestamp = 0 self._stop = False def stop(self): self._stop = True def shutdown(self): self.io_provider.shutdown() ... [9 more functiondefs truncated] ... Error: SyntaxError: unmatched brackets
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Fixed Code: # validated: 2017-02-19 DS c5e3a8a9b642 roborio/java/navx_frc/src/com/kauailabs/navx/frc/RegisterIO.java #---------------------------------------------------------------------------- # Copyright (c) Kauai Labs 2015. All Rights Reserved. # # Created in support of Team 2465 (Kauaibots). Go Purple Wave! # # Open Source Software - may be modified and shared by FRC teams. Any # modifications to this code must be accompanied by the \License.txt file # in the root directory of the project #---------------------------------------------------------------------------- from ._impl import AHRSProtocol, IMUProtocol, IMURegisters from wpilib.timer import Timer import logging class _BoardId: type = 0 hw_rev = 0 fw_ver_major = 0 Explanation: Add missing ')' bracket at line 5
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advanced
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testing
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error_fixing
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Pythoncode:Python
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| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# validated: 2017-02-19 DS c5e3a8a9b642 roborio/java/navx_frc/src/com/kauailabs/navx/frc/RegisterIO.java\n#----------------------------------------------------------------------------\n# Copyright (c) Kauai Labs 2015. All Rights Reserved.\n#\n# Created in support of Team 2465 (Kauaibots. Go Purple Wave!\n#\n# Open Source Software - may be modified and shared by FRC teams. Any\n# modifications to this code must be accompanied by the \\License.txt file\n# in the root directory of the project\n#----------------------------------------------------------------------------\n\nfrom ._impl import AHRSProtocol, IMUProtocol, IMURegisters\n\nfrom wpilib.timer import Timer\n\nimport logging\nclass _BoardId:\n type = 0\n hw_rev = 0\n fw_ver_major = 0\n fw_ver_minor = 0\n fw_revision = 0\n unique_id = [0]*12\n\nclass _BoardState:\n op_status = 0\n sensor_status = 0\n cal_status = 0\n selftest_status = 0\n capability_flags = 0\n update_rate_hz = 0\n accel_fsr_g = 0\n gyro_fsr_dps = 0\n\nclass RegisterIO:\n \n def __init__(self, io_provider, update_rate_hz, notify_sink, board_capabilities):\n \"\"\"\n :param board_capabilities: must have the following callable attributes:\n _isOmniMountSupported, _isBoardYawResetSupported,\n _isDisplacementSupported\n \n :param notify_sink: must have the following callable attributes: \n _setYawPitchRoll, _setAHRSData, _setAHRSPosData,\n _setRawData, _setBoardID, _setBoardState, _yawResetComplete\n \"\"\"\n \n self.io_provider = io_provider\n self.update_rate_hz = update_rate_hz\n self.board_capabilities = board_capabilities\n self.notify_sink = notify_sink\n \n self.raw_data_update = IMUProtocol.GyroUpdate()\n self.ahrspos_update = AHRSProtocol.AHRSPosUpdate()\n self.board_state = _BoardState()\n self.board_id = _BoardId()\n \n self.last_update_time = 0\n self.byte_count = 0\n self.update_count = 0\n self.last_sensor_timestamp = 0\n self._stop = False\n \n def stop(self):\n self._stop = True\n \n def shutdown(self):\n self.io_provider.shutdown()\n \n\n ... [9 more functiondefs truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# validated: 2017-02-19 DS c5e3a8a9b642 roborio/java/navx_frc/src/com/kauailabs/navx/frc/RegisterIO.java\n#----------------------------------------------------------------------------\n# Copyright (c) Kauai Labs 2015. All Rights Reserved.\n#\n# Created in support of Team 2465 (Kauaibots). Go Purple Wave!\n#\n# Open Source Software - may be modified and shared by FRC teams. Any\n# modifications to this code must be accompanied by the \\License.txt file\n# in the root directory of the project\n#----------------------------------------------------------------------------\n\nfrom ._impl import AHRSProtocol, IMUProtocol, IMURegisters\n\nfrom wpilib.timer import Timer\n\nimport logging\nclass _BoardId:\n type = 0\n hw_rev = 0\n fw_ver_major = 0\n\n Explanation: Add missing ')' bracket at line 5"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b9e64ab7c515862e0dec6a8272d8a276b9bd86b9
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #pylint: disable=invalid-name #pylint: disable=too-many-instance-attributes #pylint: disable=too-many-return-statements #pylint: disable=too-many-statements class UnitEnum(Enum): """Enumerated units for scopes without them.""" w = 0 a = 1 v = 2 u = 3 def best_scale(number): """Scale and units for a number with proper prefix.""" absnr = abs(number) if absnr == 0: return 1, ' ' if absnr < 0.99999999e-9: return 1e12, 'p' if absnr < 0.99999999e-6: return 1e9, 'n' if absnr < 0.99999999e-3: return 1e6, 'µ' if absnr < 0.99999999: return 1e3, 'm' if absnr < 0.99999999e3: return 1, ' ' if absnr < 0.99999999e6: return 1e-3, 'k' if absnr < 0.999999991e9: return 1e-6, 'M' return 1e-9, 'G' def engineering_string(number, n_digits): """Format number with proper prefix.""" scale, prefix = best_scale(number) fformat = "%%.%df %%s" % n_digits s = fformat % (number * scale, prefix) return s def _channel_bytes(channel_number, w): """ Return right series of bytes for a channel for 1000Z scopes. Waveform points are interleaved stored in memory when two or more channels are saved. This unweaves them. Args: channel_number: the number of enabled channels before this one w: original waveform object Returns byte array for specified channel """ offset = 0 if w.header.stride == 2: # byte pattern CHx CHy # use odd bytes when this is the second enabled channel if any([w.header.ch[i].enabled for i in range(channel_number-1)]): offset = 1 elif w.header.stride == 4: # byte pattern CH4 CH3 CH2 CH1 offset = 4 - channel_number data = np.frombuffer(w.data.raw, dtype=np.uint8) raw_bytes = data[offset::w.header.stride] return raw_bytes class Channel(): """Base class for a single channel.""" ... [10 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 44 Invalid syntax at line 76: ... [10 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 15 💡 Suggestions: Complete the expression on the last line Add closing quote at line 44 Review syntax near the error location
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 3
| 2
| 2,024
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#pylint: disable=invalid-name\n#pylint: disable=too-many-instance-attributes\n#pylint: disable=too-many-return-statements\n#pylint: disable=too-many-statements\nclass UnitEnum(Enum):\n \"\"\"Enumerated units for scopes without them.\"\"\"\n\n w = 0\n a = 1\n v = 2\n u = 3\n\ndef best_scale(number):\n \"\"\"Scale and units for a number with proper prefix.\"\"\"\n absnr = abs(number)\n\n if absnr == 0:\n return 1, ' '\n if absnr < 0.99999999e-9:\n return 1e12, 'p'\n if absnr < 0.99999999e-6:\n return 1e9, 'n'\n if absnr < 0.99999999e-3:\n return 1e6, '\u00b5'\n if absnr < 0.99999999:\n return 1e3, 'm'\n if absnr < 0.99999999e3:\n return 1, ' '\n if absnr < 0.99999999e6:\n return 1e-3, 'k'\n if absnr < 0.999999991e9:\n return 1e-6, 'M'\n return 1e-9, 'G'\n\ndef engineering_string(number, n_digits):\n \"\"\"Format number with proper prefix.\"\"\"\n scale, prefix = best_scale(number)\n fformat = \"%%.%df %%s\" % n_digits\n s = fformat % (number * scale, prefix)\n return s\n\n\ndef _channel_bytes(channel_number, w):\n \"\"\"\n Return right series of bytes for a channel for 1000Z scopes.\n\n Waveform points are interleaved stored in memory when two or more\n channels are saved. This unweaves them.\n\n Args:\n channel_number: the number of enabled channels before this one\n w: original waveform object\n Returns\n byte array for specified channel\n \"\"\"\n offset = 0\n\n if w.header.stride == 2: # byte pattern CHx CHy\n # use odd bytes when this is the second enabled channel\n if any([w.header.ch[i].enabled for i in range(channel_number-1)]):\n offset = 1\n\n elif w.header.stride == 4: # byte pattern CH4 CH3 CH2 CH1\n offset = 4 - channel_number\n\n data = np.frombuffer(w.data.raw, dtype=np.uint8)\n raw_bytes = data[offset::w.header.stride]\n\n return raw_bytes\n\n\nclass Channel():\n \"\"\"Base class for a single channel.\"\"\"\n\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 44\n Invalid syntax at line 76: ... [10 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 15\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 44\n Review syntax near the error location"}]
| false
| null | null | null |
b9e6a0bf2a4d3e860c6eb607624b101a086157b4
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: _base_ = '../faster_rcnn/faster_rcnn_x101_64x4d_fpn_1x_coco.py' model = dict( backbone=dict( num_stages=4, #frozen_stages=4 ), roi_head=dict( bbox_head=dict( num_classes=3 ) ) ) dataset_type = 'COCODataset' classes = ('luchs', 'rotfuchs', 'wolf') data = dict( train=dict( img_prefix='raubtierv2a/train/', classes=classes, ann_file='raubtierv2a/train/_annotations.coco.json'), val=dict( img_prefix='raubtierv2a/valid/', classes=classes, ann_file='raubtierv2a/va ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: test=dict( img_prefix='raubtierv2a/test/', classes=classes, ann_file='raubtierv2a/test/_annotations.coco.json'))
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 578
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n_base_ = '../faster_rcnn/faster_rcnn_x101_64x4d_fpn_1x_coco.py'\n\n\nmodel = dict(\n\nbackbone=dict(\n \n \tnum_stages=4,\n \t#frozen_stages=4\n \t),\n\n\troi_head=dict(\n\t\t\n\t\tbbox_head=dict(\n\n\t\t\tnum_classes=3\n\t\t\t\t\n\t\t)\n\n\n\n\t)\n)\n\n\ndataset_type = 'COCODataset'\nclasses = ('luchs', 'rotfuchs', 'wolf')\ndata = dict(\n train=dict(\n img_prefix='raubtierv2a/train/',\n classes=classes,\n ann_file='raubtierv2a/train/_annotations.coco.json'),\n val=dict(\n img_prefix='raubtierv2a/valid/',\n classes=classes,\n ann_file='raubtierv2a/va\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n test=dict(\n img_prefix='raubtierv2a/test/',\n classes=classes,\n ann_file='raubtierv2a/test/_annotations.coco.json'))"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9e6a9be08cb7ae14c68608c944b95cbe6233b10
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from distutils.core import setup, Extension setup(name = 'qconf_py', version = '1.2.2', ext_modules = [Extension('qconf_py', ['lib/python_qconf.cc'], include_dirs=['/usr/local/include/qconf'],
|
extra_objects=['/usr/local/qconf/lib/libqconf.a'] )])
|
intermediate
|
oop
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 262
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom distutils.core import setup, Extension\nsetup(name = 'qconf_py', version = '1.2.2', ext_modules = [Extension('qconf_py', ['lib/python_qconf.cc'],\n include_dirs=['/usr/local/include/qconf'],"}, {"role": "assistant", "content": "\n extra_objects=['/usr/local/qconf/lib/libqconf.a']\n )])"}]
| false
| null | null | null |
b9e6fcabd0b33c8ba893844382f8413f57f64840
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: h = int(input()) i = 1 a = 1 b = 1 c = 1 while h >= a: a = 2 ** i i += 1
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 82
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nh = int(input())\ni = 1\na = 1\nb = 1\nc = 1\n\nwhile h >= a:\n a = 2 ** i\n i += 1"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9e707edd4da101ada4ff00b233330f2c2f9843e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # log_battery.py/Open GoPro, Version 2.0 (C) Copyright 2021 GoPro, Inc. (http://gopro.com/OpenGoPro). # This copyright was auto-generated on Wed, Sep 1, 2021 5:05:45 PM class Sample: """Simple class to store battery samples""" index: int percentage: int bars: BarsType def __post_init__(self) -> None: self.time = datetime.now() def __str__(self) -> str: # pylint: disable=missing-return-doc return f"Index {self.index} @ time {self.time.strftime('%H:%M:%S')} --> bars: {self.bars}, percentage: {self.percentage}" SAMPLE_INDEX = 0 SAMPLES: List[Sample] = [] def dump_results_as_csv(location: Path) -> None: """Write all of the samples to a csv file Args: location (Path): File to write to """ console.print(f"Dumping results as CSV to {location}") with open(location, mode="w") as f: w = csv.writer(f, delimiter=",", quotechar='"', quoting=csv.QUOTE_MINIMAL) w.writerow(["index", "time", "percentage", "bars"]) initial_time = SAMPLES[0].time for s in SAMPLES: w.writerow([s.index, (s.time - initial_time).seconds, s.percentage, s.bars]) def process_battery_notifications(gopro: GoPro, initial_bars: BarsType, initial_percentage: int) -> None: """Separate thread to continuously check for and store battery notifications. If the CLI parameter was set to poll, this isn't used. Args: gopro (GoPro): instance to get updates from initial_bars (BarsType): Initial bars level when notifications were enabled initial_percentage (int): Initial percentage when notifications were enabled """ last_percentage = initial_percentage last_bars = initial_bars while True: # Block until we receive an update notification = gopro.get_update() # Update data points if they have changed last_percentage = ( notification.data[StatusId.INT_BATT_PER] if StatusId.INT_BATT_PER in notification.data else last_percentage ) last_bars = ( notification.data[StatusId.BATT_LEVEL] if StatusId.BATT_LEVEL in notification.data else last_bars ) # Append and print sample global SAMPLE_INDEX SAMPLES.append(Sample(index=SAMPLE_INDEX, percentage=last_percentage, bars=last_bars)) console.print(str(SAMPLES[-1])) SAMPLE_INDEX += 1 ... [2 more functiondefs truncated] ...
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 23 • IndentationError at line 22 Fix: Fix indentation to match Python syntax rules
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 4
| 1
| 2,467
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# log_battery.py/Open GoPro, Version 2.0 (C) Copyright 2021 GoPro, Inc. (http://gopro.com/OpenGoPro).\n# This copyright was auto-generated on Wed, Sep 1, 2021 5:05:45 PM\n\nclass Sample:\n \"\"\"Simple class to store battery samples\"\"\"\n\n index: int\n percentage: int\n bars: BarsType\n\n def __post_init__(self) -> None:\n self.time = datetime.now()\n\n def __str__(self) -> str: # pylint: disable=missing-return-doc\n return f\"Index {self.index} @ time {self.time.strftime('%H:%M:%S')} --> bars: {self.bars}, percentage: {self.percentage}\"\n\n\nSAMPLE_INDEX = 0\nSAMPLES: List[Sample] = []\n\n\n def dump_results_as_csv(location: Path) -> None:\n \"\"\"Write all of the samples to a csv file\n\n Args:\n location (Path): File to write to\n \"\"\"\n console.print(f\"Dumping results as CSV to {location}\")\n with open(location, mode=\"w\") as f:\n w = csv.writer(f, delimiter=\",\", quotechar='\"', quoting=csv.QUOTE_MINIMAL)\n w.writerow([\"index\", \"time\", \"percentage\", \"bars\"])\n initial_time = SAMPLES[0].time\n for s in SAMPLES:\n w.writerow([s.index, (s.time - initial_time).seconds, s.percentage, s.bars])\n\n\ndef process_battery_notifications(gopro: GoPro, initial_bars: BarsType, initial_percentage: int) -> None:\n \"\"\"Separate thread to continuously check for and store battery notifications.\n\n If the CLI parameter was set to poll, this isn't used.\n\n Args:\n gopro (GoPro): instance to get updates from\n initial_bars (BarsType): Initial bars level when notifications were enabled\n initial_percentage (int): Initial percentage when notifications were enabled\n\"\"\"\n last_percentage = initial_percentage\n last_bars = initial_bars\n\n while True:\n # Block until we receive an update\n notification = gopro.get_update()\n # Update data points if they have changed\n last_percentage = (\n notification.data[StatusId.INT_BATT_PER]\n if StatusId.INT_BATT_PER in notification.data\n else last_percentage\n )\n last_bars = (\n notification.data[StatusId.BATT_LEVEL] if StatusId.BATT_LEVEL in notification.data else last_bars\n )\n # Append and print sample\n global SAMPLE_INDEX\n SAMPLES.append(Sample(index=SAMPLE_INDEX, percentage=last_percentage, bars=last_bars))\n console.print(str(SAMPLES[-1]))\n SAMPLE_INDEX += 1\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 23\n \u2022 IndentationError at line 22\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b9e96b262a690da4aaab0bf9584b51a15851826f
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import os import sys import base64 from django.db.models import F, Q from xos.config import Config from observer.syncstep import SyncStep from core.models import Service from hpc.models import ServiceProvider, ContentProvider, CDNPrefix, OriginServer from util.logger import Logger, logging # hpclibrary will be in steps/.. parentdir = os.path.join(os.path.dirname(__file__),"..") sys.path.insert(0,parentdir) from hpclib import HpcLibrary logger = Logger(level=logging.INFO) class SyncOriginServer(SyncStep, HpcLibrary): provides=[OriginServer] requested_interval=0 def __init__(self, **args): SyncStep.__init__(self, **args) HpcLibrary.__init__(self) def fetch_pending(self, deleted): #self.consistency_check() return SyncStep.fetch_pending(self, deleted) def consistency_check(self): # set to true if something changed result=False # sanity check to make sure our PS objects have CMI objects behind them all_ors_ids = [x["origin_server_id"] for x in self.client.onev.ListAll("OriginServer")] for ors in OriginServer.objects.all(): if (ors.origin_server_id is not None) and (ors.origin_server_id not in all_ors_ids): # we have an origin server ID, but it doesn't exist in the CMI # something went wrong # start over logger.info("origin server %s was not found on CMI" % ors.origin_server_id) ors.origin_server_id=None ors.save() result = True return result def sync_record(self, ors): logger.info("sync'ing origin server %s" % str(ors)) if (not ors.contentProvider) or (not ors.contentProvider.content_provider_id): return cpid = ors.contentProvider.content_provider_id # validation requires URL start with http:// url = ors.url if not url.startswith("http://"): url = "http://" + url ors_dict = {"authenticated_content": ors.authenticated, "zone_redirects": ors.redirects, "content_provider_id": cpid, "url": url, "service_type": "HyperCache", "caching_type": "Optimistic", "description": ors.description} #print os_dict if not ors.origin_server_id: id = self.client.onev.Create("OriginServer", ors_dict) ors.origin_server_id = id else: self.client.onev.Update("OriginServer", ors.origin_server_id, ors_dict) # ... something breaks (analytics) if the URL starts with http://, so we # change it in cob after we added it via onev. url = url[7:] self.client.cob.UpdateContent(ors.origin_server_id, {"url": url}) ors.silent = True ors.save() def delete_record(self, m): if m.origin_server_id is not None: self.client.onev.Delete("OriginServer", m.origin_server_id)
|
Code Review: ❌ Critical issues: Unterminated string literal at line 41 ⚠️ Code quality: Unexpected indentation at line 22 Unexpected indentation at line 26 Unexpected indentation at line 35 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 75 Unexpected indentation at line 76 Unexpected indentation at line 77 Unexpected indentation at line 80 ✨ Improvements: Add closing quote at line 41 Add docstring to class 'SyncOriginServer' Add docstring to function 'consistency_check' Add docstring to function 'sync_record' Line 64 too long (229 chars) - break into multiple lines
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 5
| 1
| 2,925
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os\nimport sys\nimport base64\n\nfrom django.db.models import F, Q\nfrom xos.config import Config\nfrom observer.syncstep import SyncStep\nfrom core.models import Service\nfrom hpc.models import ServiceProvider, ContentProvider, CDNPrefix, OriginServer\nfrom util.logger import Logger, logging\n\n# hpclibrary will be in steps/..\nparentdir = os.path.join(os.path.dirname(__file__),\"..\")\nsys.path.insert(0,parentdir)\n\nfrom hpclib import HpcLibrary\n\nlogger = Logger(level=logging.INFO)\n\nclass SyncOriginServer(SyncStep, HpcLibrary):\n provides=[OriginServer]\n requested_interval=0\n\n def __init__(self, **args):\n SyncStep.__init__(self, **args)\n HpcLibrary.__init__(self)\n\n def fetch_pending(self, deleted):\n #self.consistency_check()\n\n return SyncStep.fetch_pending(self, deleted)\n\n def consistency_check(self):\n # set to true if something changed\n result=False\n\n # sanity check to make sure our PS objects have CMI objects behind them\n all_ors_ids = [x[\"origin_server_id\"] for x in self.client.onev.ListAll(\"OriginServer\")]\n for ors in OriginServer.objects.all():\n if (ors.origin_server_id is not None) and (ors.origin_server_id not in all_ors_ids):\n # we have an origin server ID, but it doesn't exist in the CMI\n # something went wrong\n # start over\n logger.info(\"origin server %s was not found on CMI\" % ors.origin_server_id)\n ors.origin_server_id=None\n ors.save()\n result = True\n\n return result\n\n def sync_record(self, ors):\n logger.info(\"sync'ing origin server %s\" % str(ors))\n\n if (not ors.contentProvider) or (not ors.contentProvider.content_provider_id):\n return\n\n cpid = ors.contentProvider.content_provider_id\n\n # validation requires URL start with http://\n url = ors.url\n if not url.startswith(\"http://\"):\n url = \"http://\" + url\n\n ors_dict = {\"authenticated_content\": ors.authenticated, \"zone_redirects\": ors.redirects, \"content_provider_id\": cpid, \"url\": url, \"service_type\": \"HyperCache\", \"caching_type\": \"Optimistic\", \"description\": ors.description}\n\n #print os_dict\n\n if not ors.origin_server_id:\n id = self.client.onev.Create(\"OriginServer\", ors_dict)\n ors.origin_server_id = id\n else:\n self.client.onev.Update(\"OriginServer\", ors.origin_server_id, ors_dict)\n\n # ... something breaks (analytics) if the URL starts with http://, so we\n # change it in cob after we added it via onev.\n url = url[7:]\n self.client.cob.UpdateContent(ors.origin_server_id, {\"url\": url})\n\n ors.silent = True\n ors.save()\n\n def delete_record(self, m):\n if m.origin_server_id is not None:\n self.client.onev.Delete(\"OriginServer\", m.origin_server_id)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 41\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 22\n Unexpected indentation at line 26\n Unexpected indentation at line 35\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n Unexpected indentation at line 77\n Unexpected indentation at line 80\n\n\u2728 Improvements:\n Add closing quote at line 41\n Add docstring to class 'SyncOriginServer'\n Add docstring to function 'consistency_check'\n Add docstring to function 'sync_record'\n Line 64 too long (229 chars) - break into multiple lines"}]
| false
| null | null | null |
b9ea32c16e86b4071267eb26a711d79f81eaea56
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 from PIL import Image def tranform(r, g, b): tmp = b b = g // 2
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the function 'tranform' body and add missing return
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 96
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\nfrom PIL import Image\n\n\ndef tranform(r, g, b):\n tmp = b\n b = g // 2"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete the function 'tranform' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
b9ea437d66df34d28efcf808ad16c896dadcac76
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """Simple example to show how to use weave.inline on SWIG2 wrapped objects. SWIG2 refers to SWIG versions >= 1.3. To run this example you must build the trivial SWIG2 extension called swig2_ext. To do this you need to do something like this:: $ swig -c++ -python -I. -o swig2_ext_wrap.cxx swig2_ext.i $ g++ -Wall -O2 -I/usr/include/python2.3 -fPIC -I. -c \ -o swig2_ext_wrap.os swig2_ext_wrap.cxx $ g++ -shared -o _swig2_ext.so swig2_ext_wrap.os \ -L/usr/lib/python2.3/config The files swig2_ext.i and swig2_ext.h are included in the same directory that contains this file. ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: Note that weave's SWIG2 support works fine whether SWIG_COBJECT_TYPES are used or not. Author: Prabhu Ramachandran Copyright (c) 2004, Prabhu Ramachandran
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 590
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"Simple example to show how to use weave.inline on SWIG2 wrapped\nobjects. SWIG2 refers to SWIG versions >= 1.3.\n\nTo run this example you must build the trivial SWIG2 extension called\nswig2_ext. To do this you need to do something like this::\n\n $ swig -c++ -python -I. -o swig2_ext_wrap.cxx swig2_ext.i\n\n $ g++ -Wall -O2 -I/usr/include/python2.3 -fPIC -I. -c \\\n -o swig2_ext_wrap.os swig2_ext_wrap.cxx\n\n $ g++ -shared -o _swig2_ext.so swig2_ext_wrap.os \\\n -L/usr/lib/python2.3/config\n\nThe files swig2_ext.i and swig2_ext.h are included in the same\ndirectory that contains this file.\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\nNote that weave's SWIG2 support works fine whether SWIG_COBJECT_TYPES\nare used or not.\n\nAuthor: Prabhu Ramachandran\nCopyright (c) 2004, Prabhu Ramachandran"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9eab80495274dd2446a7b029f17be91df29a452
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from wolframclient.language.expression import WLSymbol from nnDiff import * def parseGlobalSymbol(s): if isinstance(s, numbers.Number): return s if isinstance(s, WLSymbol): Error: IndentationError / Incomplete Function
|
Fixed Code: from wolframclient.language.expression import WLSymbol from nnDiff import * def parseGlobalSymbol(s): if isinstance(s, numbers.Number): return s if isinstance(s, WLSymbol): if s.name == 'E': return 'E' else: return s.name[7:] Explanation: Complete the function 'parseGlobalSymbol' body and add missing return
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 193
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom wolframclient.language.expression import WLSymbol\nfrom nnDiff import *\n \ndef parseGlobalSymbol(s):\n if isinstance(s, numbers.Number):\n return s\n if isinstance(s, WLSymbol):\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom wolframclient.language.expression import WLSymbol\nfrom nnDiff import *\n \ndef parseGlobalSymbol(s):\n if isinstance(s, numbers.Number):\n return s\n if isinstance(s, WLSymbol):\n if s.name == 'E':\n return 'E'\n else:\n return s.name[7:]\n \n\n Explanation: Complete the function 'parseGlobalSymbol' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
b9eba9b75a6e45fee4cdfe3d81874f5e8476b939
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from setuptools import setup setup( name='firetv', version='1.0.7', description='Communicate with an Amazon Fire TV device via ADB over a network.', url='https://github.com/happyleavesaoc/python-firetv/', license='MIT', author='happyleaves', author_email='happyleaves.tfr@gmail.com', packages=['firetv'], install_requires=['pycryptodome', 'rsa', 'adb-homeassistant', 'pure-python-adb-homeassistant'], extras_require={ 'firetv-server': ['Flask>=0.10.1', 'PyYAML>=3.12'] }, entry_points={ 'console_scripts': [ 'firetv-server = firetv.__main__:main' ] }, classifiers=[ 'License :: OSI Approved :: MIT License', 'Operating System :: OS Independent', 'Programming Language :: Python :: 2', 'Programming Language :: Python :: 3' ] )
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 856
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom setuptools import setup\n\nsetup(\n name='firetv',\n version='1.0.7',\n description='Communicate with an Amazon Fire TV device via ADB over a network.',\n url='https://github.com/happyleavesaoc/python-firetv/',\n license='MIT',\n author='happyleaves',\n author_email='happyleaves.tfr@gmail.com',\n packages=['firetv'],\n install_requires=['pycryptodome', 'rsa', 'adb-homeassistant', 'pure-python-adb-homeassistant'],\n extras_require={\n 'firetv-server': ['Flask>=0.10.1', 'PyYAML>=3.12']\n },\n entry_points={\n 'console_scripts': [\n 'firetv-server = firetv.__main__:main'\n ]\n },\n classifiers=[\n 'License :: OSI Approved :: MIT License',\n 'Operating System :: OS Independent',\n 'Programming Language :: Python :: 2',\n 'Programming Language :: Python :: 3'\n ]\n)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7"}]
| false
| null | null | null |
b9ebcddd99e456fbeb39a0191aad31656c7f4943
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """ neo.io have been split in 2 level API: * neo.io: this API give neo object * neo.rawio: this API give raw data as they are in files. Developper are encourage to use neo.rawio. When this is done the neo.io is done automagically with this king of following code. Author: sgarcia """ from neo.io.basefromrawio import BaseFromRaw from neo.rawio.examplerawio import ExampleRawIO class ExampleIO(ExampleRawIO, BaseFromRaw): name = 'example IO' description = "Fake IO" # This is an inportant choice when there are several channels. # 'split-all' : 1 AnalogSignal each 1 channel # 'group-by-same-units' : one 2D AnalogSignal for each group of channel with same units _prefered_signal_group_mode = 'group-by-same-units' def __init__(self, filename=''):
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Unterminated string literal at line 1 • Block at line 28 has no body - expected indented block • IndentationError at line 28 Fix: Complete the function '__init__' body and add missing return
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 792
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\nneo.io have been split in 2 level API:\n * neo.io: this API give neo object\n * neo.rawio: this API give raw data as they are in files.\n\nDevelopper are encourage to use neo.rawio.\n\nWhen this is done the neo.io is done automagically with\nthis king of following code.\n\nAuthor: sgarcia\n\n\"\"\"\n\nfrom neo.io.basefromrawio import BaseFromRaw\nfrom neo.rawio.examplerawio import ExampleRawIO\n\n\nclass ExampleIO(ExampleRawIO, BaseFromRaw):\n name = 'example IO'\n description = \"Fake IO\"\n\n # This is an inportant choice when there are several channels.\n # 'split-all' : 1 AnalogSignal each 1 channel\n # 'group-by-same-units' : one 2D AnalogSignal for each group of channel with same units\n _prefered_signal_group_mode = 'group-by-same-units'\n\n def __init__(self, filename=''):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Unterminated string literal at line 1\n \u2022 Block at line 28 has no body - expected indented block\n \u2022 IndentationError at line 28\n\n Fix: Complete the function '__init__' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
b9ec25017a264a5c2dd928342198ca509ad93675
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import unicode_literals from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('scrapyproject', '0002_auto_20170208_1738'), ] operations = [ migrations.AlterField( model_name='project', name='link_generator', field=models.TextField(blank=True), ), migrations.AlterField( model_name='project', name='scraper_function', field=models.TextField(blank=True), ), migrations.AlterField( model_name='project', name='settings', field=models.TextField(blank=True), ), ]
|
Classes: Migration This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 728
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('scrapyproject', '0002_auto_20170208_1738'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='project',\n name='link_generator',\n field=models.TextField(blank=True),\n ),\n migrations.AlterField(\n model_name='project',\n name='scraper_function',\n field=models.TextField(blank=True),\n ),\n migrations.AlterField(\n model_name='project',\n name='settings',\n field=models.TextField(blank=True),\n ),\n ]"}, {"role": "assistant", "content": " Classes: Migration\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9ecb48aece2a2ca161d7bba9b3c95a928b2be7f
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django import forms from django.utils.translation import gettext_lazy as _ COURSE_QUANTITY_CHOICES = [(i, str(i)) for i in range(1, 21)] class CartAddCourseForm(forms.Form): quantity = forms.TypedChoiceField( choices=COURSE_QUANTITY_CHOICES, coerce=int, label=_("Quantité" ) override = forms.BooleanField( required=False, initial=False, widget=forms.HiddenInput )
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 9 - expected ')' • SyntaxError: '(' was never closed at line 9 Fixes: • Add closing ')' bracket • Review code syntax
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 0
| 1
| 397
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django import forms\nfrom django.utils.translation import gettext_lazy as _\n\n\nCOURSE_QUANTITY_CHOICES = [(i, str(i)) for i in range(1, 21)]\n\n\nclass CartAddCourseForm(forms.Form):\n quantity = forms.TypedChoiceField(\nchoices=COURSE_QUANTITY_CHOICES, coerce=int, label=_(\"Quantit\u00e9\"\n )\n override = forms.BooleanField(\n required=False, initial=False, widget=forms.HiddenInput\n )"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 9 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 9\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b9eda494aa9f90de7b3474adbd78e46927f9990c
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python # Copyright 2014 The Swarming Authors. All rights reserved. # Use of this source code is governed by the Apache v2.0 license that can be # found in the LICENSE file. import sys import unittest import test_env test_env.setup_test_env() from google.appengine.ext import ndb from components.datastore_utils import properties from support import test_case class BP(ndb.Model): prop = properties.BytesComputedProperty(lambda _: '\x00') class DJP(ndb.Model): prop = properties.DeterministicJsonProperty(json_type=dict) class PropertiesTest(test_case.TestCase): def test_DeterministicJsonProperty(self):
|
self.assertEqual({'a': 1}, DJP(prop={'a': 1}).prop) DJP(prop={'a': 1}).put() self.assertEqual({'a': 1}, DJP.query().get().prop) with self.assertRaises(TypeError): DJP(prop=[]) def test_BytesComputedProperty(self): self.assertEqual('\x00', BP().prop) BP().put() self.assertEqual('\x00', BP.query().get().prop) if __name__ == '__main__': if '-v' in sys.argv: unittest.TestCase.maxDiff = None unittest.main()
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 2
| 3
| 1,090
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n# Copyright 2014 The Swarming Authors. All rights reserved.\n# Use of this source code is governed by the Apache v2.0 license that can be\n# found in the LICENSE file.\n\nimport sys\nimport unittest\n\nimport test_env\ntest_env.setup_test_env()\n\nfrom google.appengine.ext import ndb\n\nfrom components.datastore_utils import properties\nfrom support import test_case\n\n\nclass BP(ndb.Model):\n prop = properties.BytesComputedProperty(lambda _: '\\x00')\n\n\nclass DJP(ndb.Model):\n prop = properties.DeterministicJsonProperty(json_type=dict)\n\n\nclass PropertiesTest(test_case.TestCase):\n def test_DeterministicJsonProperty(self):"}, {"role": "assistant", "content": "\n self.assertEqual({'a': 1}, DJP(prop={'a': 1}).prop)\n\n DJP(prop={'a': 1}).put()\n self.assertEqual({'a': 1}, DJP.query().get().prop)\n\n with self.assertRaises(TypeError):\n DJP(prop=[])\n\n def test_BytesComputedProperty(self):\n self.assertEqual('\\x00', BP().prop)\n BP().put()\n self.assertEqual('\\x00', BP.query().get().prop)\n\n\nif __name__ == '__main__':\n if '-v' in sys.argv:\n unittest.TestCase.maxDiff = None\n unittest.main()"}]
| false
| null | null | null |
b9edd7dbf25e820fdbc6faa76fd63ef5d9d3ec94
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. import copy from unittest import mock from keystoneauth1 import exceptions as ks_exc import netaddr from neutron_lib.api.definitions import qos from neutron_lib.callbacks import events from neutron_lib import constants as lib_constants from neutron_lib import context from neutron_lib import exceptions as lib_exc from neutron_lib.exceptions import placement as pl_exc from neutron_lib.exceptions import qos as qos_exc from neutron_lib.objects import utils as obj_utils from neutron_lib.plugins import constants as plugins_constants from neutron_lib.plugins import directory from neutron_lib.services.qos import constants as qos_consts from neutron_lib.utils import net as net_utils import os_resource_classes as orc from oslo_config import cfg from oslo_utils import uuidutils import webob.exc from neutron.exceptions import qos as neutron_qos_exc from neutron.extensions import qos_pps_minimum_rule_alias from neutron.extensions import qos_rules_alias from neutron import manager from neutron.objects import network as network_object from neutron.objects import ports as ports_object from neutron.objects.qos import policy as policy_object from neutron.objects.qos import rule as rule_object from neutron.services.qos import qos_plugin from neutron.tests.unit.db import test_db_base_plugin_v2 from neutron.tests.unit.services.qos import base class TestQosPlugin(base.BaseQosTestCase): ... [178 more functiondefs truncated] ...
|
Classes: TestQosPlugin This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 2,014
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nimport copy\nfrom unittest import mock\n\nfrom keystoneauth1 import exceptions as ks_exc\nimport netaddr\nfrom neutron_lib.api.definitions import qos\nfrom neutron_lib.callbacks import events\nfrom neutron_lib import constants as lib_constants\nfrom neutron_lib import context\nfrom neutron_lib import exceptions as lib_exc\nfrom neutron_lib.exceptions import placement as pl_exc\nfrom neutron_lib.exceptions import qos as qos_exc\nfrom neutron_lib.objects import utils as obj_utils\nfrom neutron_lib.plugins import constants as plugins_constants\nfrom neutron_lib.plugins import directory\nfrom neutron_lib.services.qos import constants as qos_consts\nfrom neutron_lib.utils import net as net_utils\nimport os_resource_classes as orc\nfrom oslo_config import cfg\nfrom oslo_utils import uuidutils\nimport webob.exc\n\nfrom neutron.exceptions import qos as neutron_qos_exc\nfrom neutron.extensions import qos_pps_minimum_rule_alias\nfrom neutron.extensions import qos_rules_alias\nfrom neutron import manager\nfrom neutron.objects import network as network_object\nfrom neutron.objects import ports as ports_object\nfrom neutron.objects.qos import policy as policy_object\nfrom neutron.objects.qos import rule as rule_object\nfrom neutron.services.qos import qos_plugin\nfrom neutron.tests.unit.db import test_db_base_plugin_v2\nfrom neutron.tests.unit.services.qos import base\n\n\nclass TestQosPlugin(base.BaseQosTestCase):\n\n\n ... [178 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Classes: TestQosPlugin\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9ef242e4a5b9cd66209cacaae0f38bad7d2a39e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import re import discord from redbot.core import commands class Covfefe(commands.Cog): """ Convert almost any word into covfefe """ def __init__(self, bot): self.bot = bot async def covfefe(self, x, k="aeiouy])"): """ https://codegolf.stackexchange.com/a/123697 """ try: b, c, v = re.findall(f"(.*?[{k}([^{k}.*?([{k}", x)[0]
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 8 • Unmatched closing bracket ']' at line 15 • Unmatched closing bracket ')' at line 15 Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 409
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport re\n\nimport discord\nfrom redbot.core import commands\n\n\nclass Covfefe(commands.Cog):\n \"\"\"\n Convert almost any word into covfefe\n \"\"\"\n\n def __init__(self, bot):\n self.bot = bot\n\n async def covfefe(self, x, k=\"aeiouy])\"):\n \"\"\"\n https://codegolf.stackexchange.com/a/123697\n \"\"\"\n try:\n b, c, v = re.findall(f\"(.*?[{k}([^{k}.*?([{k}\", x)[0]"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 8\n \u2022 Unmatched closing bracket ']' at line 15\n \u2022 Unmatched closing bracket ')' at line 15\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9ef252652f99c5c9feffaab6f06bdbb7fe7dd89
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- """ TencentBlueKing is pleased to support the open source community by making 蓝鲸智云-用户管理(Bk-User) available. Copyright (C) 2017-2021 THL A29 Limited, a Tencent company. All rights reserved. Licensed under the MIT License (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://opensource.org/licenses/MIT Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. """ from bkuser_core.common.viewset import AdvancedListAPIView, AdvancedModelViewSet from . import serializers as local_serializers from .models import GeneralLog, LogIn, ResetPassword class GeneralLogViewSet(AdvancedModelViewSet, AdvancedListAPIView): queryset = GeneralLog.objects.all() serializer_class = local_serializers.GeneralLogSerializer lookup_field = "id" class LoginLogViewSet(AdvancedModelViewSet, AdvancedListAPIView): queryset = LogIn.objects.all() serializer_class = local_serializers.LoginLogSerializer lookup_field = "id" class ResetPasswordLogViewSet(AdvancedModelViewSet, AdvancedListAPIView): queryset = ResetPassword.objects.all() serializer_class = local_serializers.ResetPasswordLogSerializer lookup_field = "id"
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 3
| 1,487
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"\nTencentBlueKing is pleased to support the open source community by making \u84dd\u9cb8\u667a\u4e91-\u7528\u6237\u7ba1\u7406(Bk-User) available.\nCopyright (C) 2017-2021 THL A29 Limited, a Tencent company. All rights reserved.\nLicensed under the MIT License (the \"License\"); you may not use this file except in compliance with the License.\nYou may obtain a copy of the License at http://opensource.org/licenses/MIT\nUnless required by applicable law or agreed to in writing, software distributed under the License is distributed on\nan \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the\nspecific language governing permissions and limitations under the License.\n\"\"\"\nfrom bkuser_core.common.viewset import AdvancedListAPIView, AdvancedModelViewSet\n\nfrom . import serializers as local_serializers\nfrom .models import GeneralLog, LogIn, ResetPassword\n\n\nclass GeneralLogViewSet(AdvancedModelViewSet, AdvancedListAPIView):\n queryset = GeneralLog.objects.all()\n serializer_class = local_serializers.GeneralLogSerializer\n lookup_field = \"id\"\n\n\nclass LoginLogViewSet(AdvancedModelViewSet, AdvancedListAPIView):\n queryset = LogIn.objects.all()\n serializer_class = local_serializers.LoginLogSerializer\n lookup_field = \"id\"\n\n\nclass ResetPasswordLogViewSet(AdvancedModelViewSet, AdvancedListAPIView):\n queryset = ResetPassword.objects.all()\n serializer_class = local_serializers.ResetPasswordLogSerializer\n lookup_field = \"id\""}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b9ef44f166a7664004d3feffe782db268867e247
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import os import numpy as np import tensorflow as tf from models_gqa.model import Model from models_gqa.config import build_cfg_from_argparse from util.gqa_train.data_reader import DataReader import json # Load config
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
ui
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 219
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\nimport numpy as np\nimport tensorflow as tf\n\nfrom models_gqa.model import Model\nfrom models_gqa.config import build_cfg_from_argparse\nfrom util.gqa_train.data_reader import DataReader\nimport json\n\n# Load config"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b9ef4b5c2209cb05949e60eccf8cd9158602e350
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class ArmorVisitor: def __init__(self, num_pages, first_page_col_start, first_page_row_start, last_page_row_start, last_page_col_end, last_page_row_end, num_col_page=5, num_row_page=3): self.num_pages = num_pages self.first_page_col_start = first_page_col_start self.first_page_row_start = first_page_row_start self.last_page_row_start = last_page_row_start self.last_page_col_end = last_page_col_end self.last_page_row_end = last_page_row_end self.num_col_page = num_col_page self.num_row_page = num_row_page def iterate(self, callback): for page_num in range(1, self.num_pages + 1): page = self.create_page(page_num) i = 0 for coord in page: callback(coord, page_num, i) i += 1 def create_page(self, page_num): if page_num == 1: last_col = self.num_col_page if self.num_pages > 1 else self.last_page_col_end last_row = self.num_row_page if self.num_pages > 1 else self.last_page_row_end page = Page(self.first_page_col_start, self.first_page_row_start, last_col, last_row, self.num_col_page) elif page_num == self.num_pages: page = Page(1, self.last_page_row_start, self.last_page_col_end, self.last_page_row_end, self.num_col_page) else: page = Page(1, 1, self.num_col_page, self.num_row_page, self.num_col_page)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 1 has no indented body Fix: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 6
| 2
| 1,350
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass ArmorVisitor:\n\n def __init__(self, num_pages, first_page_col_start, first_page_row_start,\n last_page_row_start, last_page_col_end, last_page_row_end, num_col_page=5, num_row_page=3):\n self.num_pages = num_pages\n self.first_page_col_start = first_page_col_start\n self.first_page_row_start = first_page_row_start\n self.last_page_row_start = last_page_row_start\n self.last_page_col_end = last_page_col_end\n self.last_page_row_end = last_page_row_end\n self.num_col_page = num_col_page\n self.num_row_page = num_row_page\n\n\n def iterate(self, callback):\n for page_num in range(1, self.num_pages + 1):\n page = self.create_page(page_num)\n i = 0\n for coord in page:\n callback(coord, page_num, i)\n i += 1\n\n\n def create_page(self, page_num):\n if page_num == 1:\n last_col = self.num_col_page if self.num_pages > 1 else self.last_page_col_end\n last_row = self.num_row_page if self.num_pages > 1 else self.last_page_row_end\n page = Page(self.first_page_col_start, self.first_page_row_start, last_col, last_row, self.num_col_page)\n elif page_num == self.num_pages:\n page = Page(1, self.last_page_row_start,\n self.last_page_col_end, self.last_page_row_end, self.num_col_page)\n else:\n page = Page(1, 1, self.num_col_page, self.num_row_page, self.num_col_page)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 1 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9efb93e53325ce5948d495ecf3a99ce26893591
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from gamla import url_utils def test_add_to_query_string1(): assert ( url_utils.add_to_query_string( {"a": 123}, "https://www.domain.com/path?param1=param1#anchor", ) == "https://www.domain.com/path?param1=param1&a=123#anchor" ) def test_add_to_query_string2(): assert ( url_utils.add_to_query_string( {"param1": 123},
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Unclosed '(' at line 15 - expected ')' • Unclosed '(' at line 16 - expected ')' • SyntaxError: '(' was never closed at line 16 Fix: Complete the function 'test_add_to_query_string2' body and add missing return
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 402
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom gamla import url_utils\n\n\ndef test_add_to_query_string1():\n assert (\n url_utils.add_to_query_string(\n {\"a\": 123},\n \"https://www.domain.com/path?param1=param1#anchor\",\n )\n == \"https://www.domain.com/path?param1=param1&a=123#anchor\"\n )\n\n\ndef test_add_to_query_string2():\n assert (\n url_utils.add_to_query_string(\n {\"param1\": 123},"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Unclosed '(' at line 15 - expected ')'\n \u2022 Unclosed '(' at line 16 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 16\n\n Fix: Complete the function 'test_add_to_query_string2' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
b9f15c3b93c89d0226f4f6b8fd7503987d856e88
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import numpy as np from netCDF4 import Dataset # Import development version of roppy import sys sys.path = ['..'] + sys.path import roppy # --- EDIT ----------------- # ROMS file romsfile = 'data/ocean_avg_example.nc' # Section definition lon0, lat0 = -0.67, 60.75 # Shetland lon1, lat1 = 4.72, 60.75 # Feie # --- EDIT ------------------ # Make a grid object f = Dataset(romsfile) grd = roppy.SGrid(f) # Get grid coordinates of end points x0, y0 = grd.ll2xy(lon0, lat0) x1, y1 = grd.ll2xy(lon1, lat1) # Find nearest rho-points i0, j0, i1, j1 = [int(round(v)) for v in x0, y0, x1, y1] # Make a Section object sec = roppy.linear_section(i0, i1, j0, j1, grd) # Read in a 3D temperature field temp = f.variables['temp'][0,:,:,:] # Interpolate to the section temp_s Error: SyntaxError: unterminated string literal
|
Fixed Code: import numpy as np from netCDF4 import Dataset # Import development version of roppy import sys sys.path = ['..'] + sys.path import roppy # --- EDIT ----------------- # ROMS file romsfile = 'data/ocean_avg_example.nc' # Section definition lon0, lat0 = -0.67, 60.75 # Shetland lon1, lat1 = 4.72, 60.75 # Feie # --- EDIT ------------------ # Make a grid object Explanation: Close the string literal with matching quote
|
intermediate
|
oop
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 773
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport numpy as np\nfrom netCDF4 import Dataset\n\n# Import development version of roppy\nimport sys\nsys.path = ['..'] + sys.path\nimport roppy\n\n# --- EDIT -----------------\n\n# ROMS file\nromsfile = 'data/ocean_avg_example.nc'\n\n# Section definition\nlon0, lat0 = -0.67, 60.75 # Shetland\nlon1, lat1 = 4.72, 60.75 # Feie\n\n# --- EDIT ------------------\n\n# Make a grid object\nf = Dataset(romsfile)\ngrd = roppy.SGrid(f)\n\n# Get grid coordinates of end points\nx0, y0 = grd.ll2xy(lon0, lat0)\nx1, y1 = grd.ll2xy(lon1, lat1)\n# Find nearest rho-points\ni0, j0, i1, j1 = [int(round(v)) for v in x0, y0, x1, y1]\n\n# Make a Section object\nsec = roppy.linear_section(i0, i1, j0, j1, grd)\n\n# Read in a 3D temperature field\ntemp = f.variables['temp'][0,:,:,:]\n\n# Interpolate to the section\ntemp_s\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport numpy as np\nfrom netCDF4 import Dataset\n\n# Import development version of roppy\nimport sys\nsys.path = ['..'] + sys.path\nimport roppy\n\n# --- EDIT -----------------\n\n# ROMS file\nromsfile = 'data/ocean_avg_example.nc'\n\n# Section definition\nlon0, lat0 = -0.67, 60.75 # Shetland\nlon1, lat1 = 4.72, 60.75 # Feie\n\n# --- EDIT ------------------\n\n# Make a grid object\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
b9f25a250dce61318cad2d5bfa0bebb70f70d2dc
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python3 """ example of 3D scalar field If you get this error, ParaView doesn't know your data file format: TypeError: TestFileReadability argument %Id: %V """ from pathlib import Path import argparse import paraview.simple as pvs p = argparse.ArgumentParser()
|
p.add_argument("fn", help="data file to load with paraview OpenDataFile()") P = p.parse_args() fn = Path(P.fn).expanduser() if not fn.is_file(): raise FileNotFoundError(fn) pvs.OpenDataFile(str(fn))
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 485
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n\"\"\"\nexample of 3D scalar field\n\nIf you get this error, ParaView doesn't know your data file format:\nTypeError: TestFileReadability argument %Id: %V\n\"\"\"\n\nfrom pathlib import Path\nimport argparse\n\nimport paraview.simple as pvs\n\np = argparse.ArgumentParser()"}, {"role": "assistant", "content": "\np.add_argument(\"fn\", help=\"data file to load with paraview OpenDataFile()\")\nP = p.parse_args()\n\nfn = Path(P.fn).expanduser()\n\nif not fn.is_file():\n raise FileNotFoundError(fn)\n\npvs.OpenDataFile(str(fn))"}]
| false
| null | null | null |
b9f401385afbe018601c2bef20e53c9b587fb7df
|
TheStack--python--000.parquet
|
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