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Complete this incomplete Pythoncode:Python code: hiddenimports = ['sip', 'PyQt4.QtGui', 'PyQt4._qt'] from PyInstaller.hooks.hookutils import qt4_plugins_binaries def hook(mod): ... code continues ...
|
Completion: Missing: Function 'hook' is incomplete - body truncated To complete: • Complete the function 'hook' body and add missing return Example continuation: mod.binaries.extend(qt4_plugins_binaries('phonon_backend')) return mod
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intermediate
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ui
|
incomplete_code
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Pythoncode:Python
| 1
| 0
| 130
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nhiddenimports = ['sip', 'PyQt4.QtGui', 'PyQt4._qt']\n\nfrom PyInstaller.hooks.hookutils import qt4_plugins_binaries\n\n\ndef hook(mod):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'hook' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'hook' body and add missing return\n\n Example continuation:\n mod.binaries.extend(qt4_plugins_binaries('phonon_backend'))\n return mod"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
810b43515d14811ec32c14454930c4b55606640a
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from PyTradier.base import BasePyTradier from typing import Union from datetime import datetime class MarketData(BasePyTradier): """All Methods currently only support string API calls, no datetime, bools, etc """ def quotes(self, symbols: Union[str, list], greeks: bool = False) -> dict: """Get a list of symbols using a keyword lookup on the symbols description. Results are in descending order by average volume of the security. This can be used for simple search functions :param symbols: Comma-delimited list of symbols (equity or option) :type symbols: Union[str, list] :param greeks: Add greeks and volatility information (option only), defaults to False :type greeks: bool, optional :return: quotes for requested symbols :rtype: dict """ symbols = self._symbol_prep(symbols) return self._get( "/v1/markets/quotes", params=self.create_params(locals()), dict_args=("quotes", "quotes"), ) def option_chain( self, symbol: str, expiration: Union[str, datetime], greeks: Union[str, bool] = "false", ) -> dict: """Get all quotes in an option chain. Greek and IV data is included courtesy of ORATS. Please check out their APIs for more in-depth options data. :param symbol: Underlying symbol of the chain :type symbol: str :param expiration: Expiration for the chain :type expiration: Union[str, datetime] :param greeks: Add greeks and volatility information, defaults to "false" :type greeks: Union[str, bool], optional :return: Get all quotes in an option chain :rtype: dict """ return self._get( "/v1/markets/options/chains", params=self.create_params(locals()), dict_args=("options", "option"), ) def option_strike(self, symbol: str, expiration: Union[str, datetime]) -> list: """Get an options strike prices for a specified expiration date. :param symbol: Underlying symbol of the chain :type symbol: str :param expiration: Expiration for the chain :type expiration: Union[str, datetime] :return: [description] :rtype: list """ return self._get( "/v1/markets/options/strikes", params=self.create_params(locals()) ) ... [4 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 7 Invalid syntax at line 66: ... [4 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 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 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 41 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 48 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 59 Unexpected indentation at line 62 Unexpected indentation at line 63 ✨ Improvements: Complete the expression on the last line Add closing quote at line 7 Review syntax near the error location
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advanced
|
api
|
code_review
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Pythoncode:Python
| 3
| 1
| 2,481
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom PyTradier.base import BasePyTradier\nfrom typing import Union\nfrom datetime import datetime\n\n\nclass MarketData(BasePyTradier):\n \"\"\"All Methods currently only support string API calls, no datetime, bools, etc\n \"\"\"\n\n def quotes(self, symbols: Union[str, list], greeks: bool = False) -> dict:\n \"\"\"Get a list of symbols using a keyword lookup on the symbols description. Results are in descending order by average volume of the security. This can be used for simple search functions\n\n :param symbols: Comma-delimited list of symbols (equity or option)\n :type symbols: Union[str, list]\n :param greeks: Add greeks and volatility information (option only), defaults to False\n :type greeks: bool, optional\n :return: quotes for requested symbols\n :rtype: dict\n \"\"\"\n symbols = self._symbol_prep(symbols)\n return self._get(\n \"/v1/markets/quotes\",\n params=self.create_params(locals()),\n dict_args=(\"quotes\", \"quotes\"),\n )\n\n def option_chain(\n self,\n symbol: str,\n expiration: Union[str, datetime],\n greeks: Union[str, bool] = \"false\",\n ) -> dict:\n \"\"\"Get all quotes in an option chain. Greek and IV data is included courtesy of ORATS. Please check out their APIs for more in-depth options data.\n\n :param symbol: Underlying symbol of the chain\n :type symbol: str\n :param expiration: Expiration for the chain\n :type expiration: Union[str, datetime]\n :param greeks: Add greeks and volatility information, defaults to \"false\"\n :type greeks: Union[str, bool], optional\n :return: Get all quotes in an option chain \n :rtype: dict\n \"\"\"\n return self._get(\n \"/v1/markets/options/chains\",\n params=self.create_params(locals()),\n dict_args=(\"options\", \"option\"),\n )\n\n def option_strike(self, symbol: str, expiration: Union[str, datetime]) -> list:\n \"\"\"Get an options strike prices for a specified expiration date.\n\n :param symbol: Underlying symbol of the chain\n :type symbol: str\n :param expiration: Expiration for the chain\n :type expiration: Union[str, datetime]\n :return: [description]\n :rtype: list\n \"\"\"\n\n return self._get(\n \"/v1/markets/options/strikes\", params=self.create_params(locals())\n )\n\n\n ... [4 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 7\n Invalid syntax at line 66: ... [4 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\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 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 41\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 48\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 59\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 7\n Review syntax near the error location"}]
| false
| null | null | null |
810b6e9e54a3c45eed3b42ac6920a9d12535f63c
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright 2018 Jetperch LLC # # 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 PySide2 import QtCore, QtWidgets from . import joulescope_rc from .meter_value_widget import MeterValueWidget import logging class MeterWidget(QtWidgets.QWidget): def __init__(self, *args, **kwargs): QtWidgets.QWidget.__init__(self, *args, **kwargs) self.verticalLayout = QtWidgets.QVBoxLayout(self) self.verticalLayout.setObjectName("verticalLayout") self.verticalLayout.setSpacing(0
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 25 - expected ')' • Block at line 19 has no indented body • SyntaxError: '(' was never closed at line 25 Fixes: • Add closing ')' bracket • Review code syntax
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advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 2
| 1
| 1,003
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright 2018 Jetperch LLC\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\nfrom PySide2 import QtCore, QtWidgets\nfrom . import joulescope_rc\nfrom .meter_value_widget import MeterValueWidget\nimport logging\nclass MeterWidget(QtWidgets.QWidget):\n\n def __init__(self, *args, **kwargs):\n QtWidgets.QWidget.__init__(self, *args, **kwargs)\n self.verticalLayout = QtWidgets.QVBoxLayout(self)\n self.verticalLayout.setObjectName(\"verticalLayout\")\n self.verticalLayout.setSpacing(0"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 25 - expected ')'\n \u2022 Block at line 19 has no indented body\n \u2022 SyntaxError: '(' was never closed at line 25\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
810c05c71eb3fa5c73eabbeb8e2c1122faa7ac10
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: class Service(object): """The service base-class. Derive from this class to implement custom RPyC services: * The name of the class implementing the ``Foo`` service should match the pattern ``FooService`` (suffixed by the word 'Service') :: class FooService(Service): pass FooService.get_service_name() # 'FOO' FooService.get_service_aliases() # ['FOO'] * To supply a different name or aliases, use the ``ALIASES`` class attribute :: class Foobar(Service): ALIASES = ["foo", "bar", "lalaland"] Foobar.get_service_name() # 'FOO' Foobar.get_service_aliases() # ['FOO', 'BAR', 'LALALAND'] * Override :func:`on_connect` to perform custom initialization * Override :func:`on_disconnect` to perform custom finalization * To add exposed methods or attributes, simply define them normally, but prefix their name by ``exposed_``, e.g. :: class FooService(Service): def exposed_add(self, x, y): return x + y * All other names (not prefixed by ``exposed_``) are local (not accessible to the other party) .. note:: You can override ``_rpyc_getattr``, ``_rpyc_setattr`` and ``_rpyc_delattr`` to change attribute lookup -- but beware of possible **security implications!** """ __slots__ = () ALIASES = () _protocol = Connection def on_connect(self, conn): """called when the connection is established""" pass def on_disconnect(self, conn): """called when the connection had already terminated for cleanup (must not perform any IO on the connection)""" pass # Using default defined in 'protocol.Connection._access_attr' for: # def _rpyc_getattr(self, name): def _rpyc_delattr(self, name): raise AttributeError("access denied") def _rpyc_setattr(self, name, value): raise AttributeError("access denied") @classmethod def get_service_aliases(cls): """returns a list of the aliases of this service""" if cls.ALIASES: return tuple(str(n).upper() for n in cls.ALIASES) name = cls.__name__.upper() if name.endswith("SERVICE"): name = name[:-7] return (name,) @classmethod def get_service_name(cls): """returns the canonical name of the service (which is its first alias)""" return cls.get_service_aliases()[0] exposed_get_service_aliases = get_service_aliases exposed_get_service_name = get_service_name @hybridmethod ... [21 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 2 Block at line 3 has no indented body Block at line 6 has no indented body Block at line 14 has no indented body Block at line 27 has no indented body Block at line 53 has no indented body IndentationError at line 80 ⚠️ Code quality: Unexpected indentation at line 3 Unexpected indentation at line 6 Unexpected indentation at line 12 Unexpected indentation at line 20 Unexpected indentation at line 27 Unexpected indentation at line 34 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 57 Unexpected indentation at line 61 Unexpected indentation at line 63 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 76 ✨ Improvements: Complete the expression on the last line Add closing quote at line 2 Fix indentation to match Python syntax rules
|
advanced
|
database
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code_review
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Pythoncode:Python
| 7
| 4
| 2,673
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nclass Service(object):\n \"\"\"The service base-class. Derive from this class to implement custom RPyC\n services:\n\n * The name of the class implementing the ``Foo`` service should match the\n pattern ``FooService`` (suffixed by the word 'Service') ::\n\n class FooService(Service):\n pass\n\n FooService.get_service_name() # 'FOO'\n FooService.get_service_aliases() # ['FOO']\n\n * To supply a different name or aliases, use the ``ALIASES`` class attribute ::\n\n class Foobar(Service):\n ALIASES = [\"foo\", \"bar\", \"lalaland\"]\n\n Foobar.get_service_name() # 'FOO'\n Foobar.get_service_aliases() # ['FOO', 'BAR', 'LALALAND']\n\n * Override :func:`on_connect` to perform custom initialization\n\n * Override :func:`on_disconnect` to perform custom finalization\n\n * To add exposed methods or attributes, simply define them normally,\n but prefix their name by ``exposed_``, e.g. ::\n\n class FooService(Service):\n def exposed_add(self, x, y):\n return x + y\n\n * All other names (not prefixed by ``exposed_``) are local (not accessible\n to the other party)\n\n .. note::\n You can override ``_rpyc_getattr``, ``_rpyc_setattr`` and ``_rpyc_delattr``\n to change attribute lookup -- but beware of possible **security implications!**\n \"\"\"\n __slots__ = ()\n ALIASES = ()\n _protocol = Connection\n\n def on_connect(self, conn):\n \"\"\"called when the connection is established\"\"\"\n pass\n def on_disconnect(self, conn):\n \"\"\"called when the connection had already terminated for cleanup\n (must not perform any IO on the connection)\"\"\"\n pass\n\n # Using default defined in 'protocol.Connection._access_attr' for:\n # def _rpyc_getattr(self, name):\n\n def _rpyc_delattr(self, name):\n raise AttributeError(\"access denied\")\n def _rpyc_setattr(self, name, value):\n raise AttributeError(\"access denied\")\n\n @classmethod\n def get_service_aliases(cls):\n \"\"\"returns a list of the aliases of this service\"\"\"\n if cls.ALIASES:\n return tuple(str(n).upper() for n in cls.ALIASES)\n name = cls.__name__.upper()\n if name.endswith(\"SERVICE\"):\n name = name[:-7]\n return (name,)\n @classmethod\n def get_service_name(cls):\n \"\"\"returns the canonical name of the service (which is its first\n alias)\"\"\"\n return cls.get_service_aliases()[0]\n\n exposed_get_service_aliases = get_service_aliases\n exposed_get_service_name = get_service_name\n\n @hybridmethod\n\n ... [21 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 2\n Block at line 3 has no indented body\n Block at line 6 has no indented body\n Block at line 14 has no indented body\n Block at line 27 has no indented body\n Block at line 53 has no indented body\n IndentationError at line 80\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 3\n Unexpected indentation at line 6\n Unexpected indentation at line 12\n Unexpected indentation at line 20\n Unexpected indentation at line 27\n Unexpected indentation at line 34\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 57\n Unexpected indentation at line 61\n Unexpected indentation at line 63\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 76\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 2\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
810c343fb0a1f912fe6668116ca4d1081009f872
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import unittest from testbase import TaskmatorTestBase from taskmator.task import core, util from taskmator import context class ManagerTest(TaskmatorTestBase): def testManager(self): print ("Pending") def main(: unittest.main() if __name__ == '__main__': unittest.main() Error: SyntaxError: unmatched brackets
|
Fixed Code: import unittest from testbase import TaskmatorTestBase from taskmator.task import core, util from taskmator import context class ManagerTest(TaskmatorTestBase): def testManager(self): print ("Pending") def main(): unittest.main() if __name__ == '__main__': unittest.main() Explanation: Add missing ')' bracket at line 12
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intermediate
|
testing
|
error_fixing
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Pythoncode:Python
| 2
| 1
| 306
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport unittest\nfrom testbase import TaskmatorTestBase\nfrom taskmator.task import core, util\nfrom taskmator import context\n\nclass ManagerTest(TaskmatorTestBase):\n\n def testManager(self):\n print (\"Pending\")\n\n\n def main(:\n unittest.main()\n\n\nif __name__ == '__main__':\n unittest.main()\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport unittest\nfrom testbase import TaskmatorTestBase\nfrom taskmator.task import core, util\nfrom taskmator import context\n\nclass ManagerTest(TaskmatorTestBase):\n\n def testManager(self):\n print (\"Pending\")\n\n\n def main():\n unittest.main()\n\n\nif __name__ == '__main__':\n unittest.main()\n\n\n Explanation: Add missing ')' bracket at line 12"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
810c8d17b4b4f09855fad0d286b79401e57777c2
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: """Test discovery of entities for device-specific schemas for the Z-Wave JS integration.""" async def test_iblinds_v2(hass, client, iblinds_v2, integration): """Test that an iBlinds v2.0 multilevel switch value is discovered as a cover.""" node = iblinds_v2 assert node.device_class.specific.label == "Unused" state = hass.states.get("light.window_blind_controller") assert not state state = hass.states.get("cover.window_blind_controller") assert state async def test_ge_12730(hass, client, ge_12730, integration): """Test GE 12730 Fan Controller v2.0 multilevel switch is discovered as a fan.""" node = ge_12730 assert node.device_class.specific.label == "Multilevel Power Switch" state = hass.states.get("light.in_wall_smart_fan_control") assert not state # Complete this line state = hass.states.get("fan.in_wall_smart_fan_control") assert state async def test_inovelli_lzw36(hass, client, inovelli_lzw36, integration): """Test LZW36 Fan Controller multilevel switch endpoint 2 is discovered as a fan.""" node = inovelli_lzw36 assert node.device_class.specific.label == "Unused" state = hass.states.get("light.family_room_combo") assert state.state == "off" state = hass.states.get("fan.family_room_combo_2") assert state
|
The missing line is:
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intermediate
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testing
|
fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 1,301
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"Test discovery of entities for device-specific schemas for the Z-Wave JS integration.\"\"\"\n\n\nasync def test_iblinds_v2(hass, client, iblinds_v2, integration):\n \"\"\"Test that an iBlinds v2.0 multilevel switch value is discovered as a cover.\"\"\"\n node = iblinds_v2\n assert node.device_class.specific.label == \"Unused\"\n\n state = hass.states.get(\"light.window_blind_controller\")\n assert not state\n\n state = hass.states.get(\"cover.window_blind_controller\")\n assert state\n\n\nasync def test_ge_12730(hass, client, ge_12730, integration):\n \"\"\"Test GE 12730 Fan Controller v2.0 multilevel switch is discovered as a fan.\"\"\"\n node = ge_12730\n assert node.device_class.specific.label == \"Multilevel Power Switch\"\n\n state = hass.states.get(\"light.in_wall_smart_fan_control\")\n assert not state\n # Complete this line\n state = hass.states.get(\"fan.in_wall_smart_fan_control\")\n assert state\n\n\nasync def test_inovelli_lzw36(hass, client, inovelli_lzw36, integration):\n \"\"\"Test LZW36 Fan Controller multilevel switch endpoint 2 is discovered as a fan.\"\"\"\n node = inovelli_lzw36\n assert node.device_class.specific.label == \"Unused\"\n\n state = hass.states.get(\"light.family_room_combo\")\n assert state.state == \"off\"\n\n state = hass.states.get(\"fan.family_room_combo_2\")\n assert state"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
810ccb8df33ca9c859d68156c3d23f37b798cbf1
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TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from typing import Optional from botocore.client import BaseClient from typing import Dict from typing import Union from botocore.paginate import Paginator from botocore.waiter import Waiter from typing import List class Client(BaseClient): def accept_invitation(self, DetectorId: str, InvitationId: str, MasterId: str) -> Dict: pass def archive_findings(self, DetectorId: str, FindingIds: List) -> Dict: pass def can_paginate(self, operation_name: str = None): pass def create_detector(self, Enable: bool, ClientToken: str = None, FindingPublishingFrequency: str = None) -> Dict: pass def create_filter(self, DetectorId: str, FindingCriteria: Dict, Name: str, Action: str = None, ClientToken: str = None, Description: str = None, Rank: int = None) -> Dict: pass def create_ip_set(self, Activate: bool, DetectorId: str, Format: str, Location: str, Name: str, ClientToken: str = None) -> Dict: pass def create_members(self, AccountDetails: List, DetectorId: str) -> Dict: pass def create_sample_fi Error: SyntaxError / EOF
|
Fixed Code: from typing import Optional from botocore.client import BaseClient from typing import Dict from typing import Union from botocore.paginate import Paginator from botocore.waiter import Waiter from typing import List class Client(BaseClient): def accept_invitation(self, DetectorId: str, InvitationId: str, MasterId: str) -> Dict: pass def archive_findings(self, DetectorId: str, FindingIds: List) -> Dict: pass def can_paginate(self, operation_name: str = None): pass def create_detector(self, Enable: bool, ClientToken: str = None, FindingPublishingFrequency: str = None) -> Dict: 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
| 27
| 1
| 1,093
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom typing import Optional\nfrom botocore.client import BaseClient\nfrom typing import Dict\nfrom typing import Union\nfrom botocore.paginate import Paginator\nfrom botocore.waiter import Waiter\nfrom typing import List\n\n\nclass Client(BaseClient):\n def accept_invitation(self, DetectorId: str, InvitationId: str, MasterId: str) -> Dict:\n pass\n\n def archive_findings(self, DetectorId: str, FindingIds: List) -> Dict:\n pass\n\n def can_paginate(self, operation_name: str = None):\n pass\n\n def create_detector(self, Enable: bool, ClientToken: str = None, FindingPublishingFrequency: str = None) -> Dict:\n pass\n\n def create_filter(self, DetectorId: str, FindingCriteria: Dict, Name: str, Action: str = None, ClientToken: str = None, Description: str = None, Rank: int = None) -> Dict:\n pass\n\n def create_ip_set(self, Activate: bool, DetectorId: str, Format: str, Location: str, Name: str, ClientToken: str = None) -> Dict:\n pass\n\n def create_members(self, AccountDetails: List, DetectorId: str) -> Dict:\n pass\n\n def create_sample_fi\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom typing import Optional\nfrom botocore.client import BaseClient\nfrom typing import Dict\nfrom typing import Union\nfrom botocore.paginate import Paginator\nfrom botocore.waiter import Waiter\nfrom typing import List\n\n\nclass Client(BaseClient):\n def accept_invitation(self, DetectorId: str, InvitationId: str, MasterId: str) -> Dict:\n pass\n\n def archive_findings(self, DetectorId: str, FindingIds: List) -> Dict:\n pass\n\n def can_paginate(self, operation_name: str = None):\n pass\n\n def create_detector(self, Enable: bool, ClientToken: str = None, FindingPublishingFrequency: str = None) -> Dict:\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
810dcd1a1c119a6c004be66c020243fbafedf1ee
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright 2021 Raven 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. from queue import Queue from threading import Thread from benchmark.workload.tpch import TpchLoopWorkload def print_queries(queue: Queue): while True: query = queue.get() print(query) if __name__ == '__main__':
|
workload = TpchLoopWorkload() print(workload) queue = Queue() generate_thread = Thread( target=workload.generate_one_loop_queries, args=(queue,), name='QueryGenerator' ) generate_thread.start() print_thread = Thread( target=print_queries, args=(queue,), name='QueryPrinter' ) print_thread.start()
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 1,218
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2021 Raven 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\nfrom queue import Queue\nfrom threading import Thread\n\nfrom benchmark.workload.tpch import TpchLoopWorkload\n\n\ndef print_queries(queue: Queue):\n while True:\n query = queue.get()\n print(query)\n\n\nif __name__ == '__main__':"}, {"role": "assistant", "content": "\n workload = TpchLoopWorkload()\n print(workload)\n\n queue = Queue()\n\n generate_thread = Thread(\n target=workload.generate_one_loop_queries,\n args=(queue,),\n name='QueryGenerator'\n )\n generate_thread.start()\n\n print_thread = Thread(\n target=print_queries,\n args=(queue,),\n name='QueryPrinter'\n )\n print_thread.start()"}]
| false
| null | null | null |
810e20d4bc8d21dc6f3aae023a1133ca2d856392
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from rest_framework import serializers from .models import * class CollectionSerializer(serializers.ModelSerializer): class Meta: model = Collection fields = ('collectionID', 'name', 'display_name', 'description', 'img_url') class ArtSerializer(serializers.ModelSerializer): img_url = serializers.ReadOnlyField() thumb_url = serializers.ReadOnlyField() class Meta: model = Art fields = ('artID', 'title', 'filename', 'rarity', 'collection', 'img_url', 'thumb_url') class UserSerializer(serializers.ModelSerializer): class Meta: model = User fields = ('id', 'username', 'email', 'password', 'coins', 'art') extra_kwargs = { 'password': {'write_only': True} } def create(self, validated_data):
|
password = validated_data.pop('password', None) instance = self.Meta.model(**validated_data) if password is not None: instance.set_password(password) instance.save() return instance class OwnSerializer(serializers.ModelSerializer): duplicates = serializers.ReadOnlyField() class Meta: model = Own fields = ('ownID', 'user', 'art', 'duplicates') class SaleSerializer(serializers.ModelSerializer): class Meta: model = Sale fields = ('saleID', 'seller', 'buyer', 'ownership', 'art', 'price', 'available', 'sold', 'postDate', 'purchaseDate')
|
advanced
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 1
| 10
| 1,475
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom rest_framework import serializers\r\nfrom .models import *\r\n\r\nclass CollectionSerializer(serializers.ModelSerializer):\r\n class Meta:\r\n model = Collection\r\n fields = ('collectionID', 'name', 'display_name', 'description', 'img_url')\r\n\r\nclass ArtSerializer(serializers.ModelSerializer):\r\n img_url = serializers.ReadOnlyField()\r\n thumb_url = serializers.ReadOnlyField()\r\n class Meta:\r\n model = Art\r\n fields = ('artID', 'title', 'filename', 'rarity', 'collection', 'img_url', 'thumb_url')\r\n\r\nclass UserSerializer(serializers.ModelSerializer):\r\n class Meta:\r\n model = User\r\n fields = ('id', 'username', 'email', 'password', 'coins', 'art')\r\n extra_kwargs = {\r\n 'password': {'write_only': True}\r\n }\r\n \r\n def create(self, validated_data):"}, {"role": "assistant", "content": "\n password = validated_data.pop('password', None)\r\n instance = self.Meta.model(**validated_data)\r\n if password is not None:\r\n instance.set_password(password)\r\n instance.save()\r\n return instance\r\n\r\nclass OwnSerializer(serializers.ModelSerializer):\r\n duplicates = serializers.ReadOnlyField()\r\n class Meta:\r\n model = Own\r\n fields = ('ownID', 'user', 'art', 'duplicates')\r\n\r\nclass SaleSerializer(serializers.ModelSerializer):\r\n class Meta:\r\n model = Sale\r\n fields = ('saleID', 'seller', 'buyer', 'ownership', 'art', 'price', 'available', 'sold', 'postDate', 'purchaseDate')"}]
| false
| null | null | null |
810e3e3e48092c408dee59bf8a6eb974e84689eb
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright 2018 Google LLC # # 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 # # https://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. # # DO NOT EDIT -- GENERATED BY CMake -- Change the CMakeLists.txt file if needed """Automatically generated unit tests list - DO NOT EDIT.""" google_cloud_cpp_common_unit_tests = [ "common_options_test.cc", "future_generic_test.cc", "future_generic_then_test.cc", "future_void_test.cc", "future_void_then_test.cc", "iam_bindings_test.cc", "internal/algorithm_test.cc", "internal/api_client_header_test.cc", "internal/backoff_policy_test.cc", "internal/base64_transforms_test.cc", "internal/big_endian_test.cc", "internal/compiler_info_test.cc", "internal/credentials_impl_test.cc", "internal/env_test.cc", "internal/filesystem_test.cc", "internal/format_time_point_test.cc", "internal/future_impl_test.cc", "internal/invoke_result_test.cc", "internal/log_impl_test.cc", "internal/pagination_range_test.cc", "internal/parse_rfc3339_test.cc", "internal/random_test.cc", "internal/retry_policy_test.cc", "internal/status_payload_keys_test.cc", "internal/strerror_test.cc", "internal/throw_delegate_test.cc", "internal/tuple_test.cc", "internal/type_list_test.cc", "internal/user_agent_prefix_test.cc", "internal/utility_test.cc", "kms_key_name_test.cc", "log_test.cc", "options_test.cc", "polling_policy_test.cc", "project_test.cc", "status_or_test.cc", "status_test.cc", "stream_range_test.cc", "terminate_handler_test.cc", "tracing_options_test.cc", ]
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 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 39 Unexpected indentation at line 40 Unexpected indentation at line 41 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 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 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 59
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 0
| 0
| 2,089
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2018 Google LLC\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# https://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# DO NOT EDIT -- GENERATED BY CMake -- Change the CMakeLists.txt file if needed\n\n\"\"\"Automatically generated unit tests list - DO NOT EDIT.\"\"\"\n\ngoogle_cloud_cpp_common_unit_tests = [\n \"common_options_test.cc\",\n \"future_generic_test.cc\",\n \"future_generic_then_test.cc\",\n \"future_void_test.cc\",\n \"future_void_then_test.cc\",\n \"iam_bindings_test.cc\",\n \"internal/algorithm_test.cc\",\n \"internal/api_client_header_test.cc\",\n \"internal/backoff_policy_test.cc\",\n \"internal/base64_transforms_test.cc\",\n \"internal/big_endian_test.cc\",\n \"internal/compiler_info_test.cc\",\n \"internal/credentials_impl_test.cc\",\n \"internal/env_test.cc\",\n \"internal/filesystem_test.cc\",\n \"internal/format_time_point_test.cc\",\n \"internal/future_impl_test.cc\",\n \"internal/invoke_result_test.cc\",\n \"internal/log_impl_test.cc\",\n \"internal/pagination_range_test.cc\",\n \"internal/parse_rfc3339_test.cc\",\n \"internal/random_test.cc\",\n \"internal/retry_policy_test.cc\",\n \"internal/status_payload_keys_test.cc\",\n \"internal/strerror_test.cc\",\n \"internal/throw_delegate_test.cc\",\n \"internal/tuple_test.cc\",\n \"internal/type_list_test.cc\",\n \"internal/user_agent_prefix_test.cc\",\n \"internal/utility_test.cc\",\n \"kms_key_name_test.cc\",\n \"log_test.cc\",\n \"options_test.cc\",\n \"polling_policy_test.cc\",\n \"project_test.cc\",\n \"status_or_test.cc\",\n \"status_test.cc\",\n \"stream_range_test.cc\",\n \"terminate_handler_test.cc\",\n \"tracing_options_test.cc\",\n]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\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 39\n Unexpected indentation at line 40\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 45\n Unexpected indentation at line 46\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 51\n Unexpected indentation at line 52\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 59"}]
| false
| null | null | null |
810f24ca6e713fb7958aa28861ebd60291bab8c3
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import unittest from api import create_app class TestBase(unittest.TestCase): """Default super class for api ver 1 tests""" # setup testing def setUp(self): self.app = create_app('testing') self.client = self.app.test_client() self.item_list = [] # deconstructs test elements def tearDown(self): self.app = None self.item_list.clear()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 398
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport unittest\nfrom api import create_app\n\nclass TestBase(unittest.TestCase):\n \"\"\"Default super class for api ver 1 tests\"\"\"\n\n # setup testing\n def setUp(self):\n self.app = create_app('testing')\n self.client = self.app.test_client()\n self.item_list = []\n\n # deconstructs test elements\n def tearDown(self):\n self.app = None\n self.item_list.clear()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8111119b844622ccdb3004ede98c4e13a46f452c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django import template from django.template.defaultfilters import stringfilter from django.utils.safestring import SafeString import markdown import urllib register = template.Library() @register.filter def strip_space(value): @register.filter @stringfilter def commonmark(value): return markdown.Markdown().convert(value) @register.filter(name="getID") def get_ID(value): if not type(value) is str: return value return value.split('/')[-1] @register.filter(name="getNav") def get_nav(value): return value.split('/')[-2] @register.filter(name="encode_url") def encode_url(value): return urllib.parse.quote(value) @register.filter def get_post_id(url): """ gets the post id from the comment page url """ return urllib.parse.urlparse(url.get_full_path()).path.rsplit('/', 1)[0]
|
Error Analysis: Error Type: INCOMPLETE_LOGIC Error: Logic Error / Incomplete Statement Detected Errors: • Unterminated string literal at line 33 • Block at line 10 has no indented body • IndentationError at line 12 Fix: Add return statement to function
|
advanced
|
data_processing
|
error_detection
|
Pythoncode:Python
| 6
| 0
| 831
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django import template\nfrom django.template.defaultfilters import stringfilter\nfrom django.utils.safestring import SafeString\nimport markdown\nimport urllib\n\nregister = template.Library()\n\n@register.filter\ndef strip_space(value):\n\n@register.filter\n@stringfilter\ndef commonmark(value):\n return markdown.Markdown().convert(value)\n\n@register.filter(name=\"getID\")\ndef get_ID(value):\n if not type(value) is str:\n return value\n return value.split('/')[-1]\n\n@register.filter(name=\"getNav\")\ndef get_nav(value):\n return value.split('/')[-2]\n\n@register.filter(name=\"encode_url\")\ndef encode_url(value):\n return urllib.parse.quote(value)\n\n@register.filter\ndef get_post_id(url):\n \"\"\"\n gets the post id from the comment page url\n \"\"\"\n return urllib.parse.urlparse(url.get_full_path()).path.rsplit('/', 1)[0]"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: INCOMPLETE_LOGIC\n Error: Logic Error / Incomplete Statement\n\n Detected Errors:\n \u2022 Unterminated string literal at line 33\n \u2022 Block at line 10 has no indented body\n \u2022 IndentationError at line 12\n\n Fix: Add return statement to function"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
811134f08b2c67534a9093ee9d1a20f045af6b48
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- import json from alipay.aop.api.constant.ParamConstants import * from alipay.aop.api.domain.CloudbusUserInfo import CloudbusUserInfo class MetroOdItem(object): def __init__(self): self._dest_geo = None self._od = None self._time = None self._user_info = None self._week_od = None self._work_od = None @property def dest_geo(self): return self._dest_geo @dest_geo.setter def dest_geo(self, value): self._dest_geo = value @property def od(self): return self._od @od.setter def od(self, value): self._od = value @property def time(self): return self._time @time.setter def time(self, value): self._time = value @property def user_info(self): return self._user_info @user_info.setter def user_info(self, value): if isinstance(value, CloudbusUserInfo): self._user_info = value else: self._user_info = CloudbusUserInfo.from_alipay_dict(value) @property def week_od(self): return self._week_od @week_od.setter def week_od(self, value): self._week_od = value @property def work_od(self): return self._work_od @work_od.setter def work_od(self, value): self._work_od = value def to_alipay_dict(self): params = dict() if self.dest_geo: if hasattr(self.dest_geo, 'to_alipay_dict'): params['dest_geo'] = self.dest_geo.to_alipay_dict()
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Block at line 9 has no indented body Fix: Close the string literal with matching quote
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 14
| 1
| 1,615
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\nimport json\n\nfrom alipay.aop.api.constant.ParamConstants import *\nfrom alipay.aop.api.domain.CloudbusUserInfo import CloudbusUserInfo\n\n\nclass MetroOdItem(object):\n\n def __init__(self):\n self._dest_geo = None\n self._od = None\n self._time = None\n self._user_info = None\n self._week_od = None\n self._work_od = None\n\n @property\n def dest_geo(self):\n return self._dest_geo\n\n @dest_geo.setter\n def dest_geo(self, value):\n self._dest_geo = value\n @property\n def od(self):\n return self._od\n\n @od.setter\n def od(self, value):\n self._od = value\n @property\n def time(self):\n return self._time\n\n @time.setter\n def time(self, value):\n self._time = value\n @property\n def user_info(self):\n return self._user_info\n\n @user_info.setter\n def user_info(self, value):\n if isinstance(value, CloudbusUserInfo):\n self._user_info = value\n else:\n self._user_info = CloudbusUserInfo.from_alipay_dict(value)\n @property\n def week_od(self):\n return self._week_od\n\n @week_od.setter\n def week_od(self, value):\n self._week_od = value\n @property\n def work_od(self):\n return self._work_od\n\n @work_od.setter\n def work_od(self, value):\n self._work_od = value\n\n\n def to_alipay_dict(self):\n params = dict()\n if self.dest_geo:\n if hasattr(self.dest_geo, 'to_alipay_dict'):\n params['dest_geo'] = self.dest_geo.to_alipay_dict()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Block at line 9 has no indented body\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
81118158b2fe646b1e3b2899f2e0b74a521117c9
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Generated by Django 2.2.4 on 2019-08-10 08:09 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('djangocms_redirect', '0002_auto_20170321_1807'), ] operations = [ migrations.AddField( model_name='redirect', name='catchall_redirect', field=models.BooleanField(default=False, help_text='If selected all the pages starting with the given s ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: ), migrations.AddField( model_name='redirect', name='subpath_match', field=models.BooleanField(default=False, help_text='If selected all the pages starting with the given string will be redirected by replacing the matching subpath with the provided redirect path.', verbose_name='Subpath match'),
|
advanced
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 0
| 1
| 455
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Generated by Django 2.2.4 on 2019-08-10 08:09\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('djangocms_redirect', '0002_auto_20170321_1807'),\n ]\n\n operations = [\n migrations.AddField(\n model_name='redirect',\n name='catchall_redirect',\n field=models.BooleanField(default=False, help_text='If selected all the pages starting with the given s\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 migrations.AddField(\n model_name='redirect',\n name='subpath_match',\n field=models.BooleanField(default=False, help_text='If selected all the pages starting with the given string will be redirected by replacing the matching subpath with the provided redirect path.', verbose_name='Subpath match'),"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
81145bece0e3560e4fd661b7085c6a1e4f6811f2
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #! /usr/bin/env python import sys import json import urllib import urllib2 import time import argparse import re # Category ID for Discrete Semiconductors > Transistors > BJTs TRANSISTOR_ID = b814751e89ff63d3 def find_total_hits(search_query): """ Function: find_total_hits -------------------- Returns the number of hits that correspond to the search query. """ url = "http://octopart.com/api/v3/categories/" # NOTE: Use your API key here (https://octopart.com/api/register) url += "?apikey=09b32c6c" args = [ ('q', search_query), ('start', 0), ('limit', 1), #change to increase number of datasheets ('include[]','datasheets') ] url += '&' + urllib.urlencode(args) data = urllib.urlopen(url).read() # perform a SearchRequest search_response = json.loads(data) # Grab the SearchResponse # return number of hits return search_response['hits'] def download_datasheets(search_query): """ Function: download_datasheets -------------------- Uses the OctoPart API to download all datasheets associated with a given set of search keywords. """ MAX_RESULTS = 100 counter = 0 total_hits = find_total_hits(search_query) # print number of hits print "[info] Search Response Hits: %s" % (total_hits) # Calculate how many multiples of 100s of hits there are num_hundreds = total_hits / MAX_RESULTS print "[info] Performing %s iterations of %s results." % (num_hundreds, MAX_RESULTS) for i in range(num_hundreds+1): url = "http://octopart.com/api/v3/parts/search" # NOTE: Use your API key here (https://octopart.com/api/register) url += "?apikey=09b32c6c" args = [ ('q', search_query), ('start', (i * MAX_RESULTS)), ('limit', MAX_RESULTS), # change to edit number of datasheets ('include[]','datasheets') # ('include[]','specs'), # ('include[]','descriptions') ] url += '&' + urllib.urlencode(args) data = urllib.urlopen(url).read() # perform a SearchRequest search_response = json.loads(data) # Grab the SearchResponse # Iterate through the SearchResults in the SearchResponse if not search_response.get('results'): print "[error] no results returned in outer loop: " + str(i) continue for result in search_response['results']: part = result['item'] # Grab the Part in the SearchResult print ("[info] %s_%s..." % (part['brand']['name'].replace(" ", ""), part['mpn'])), sys.stdout.flush() # Iterate through list of datasheets for the given part for datasheet in part['datasheets']: # Grab the Datasheet URL pdflink = datasheet['url'] if pdflink is not None: # Download the PDF try: ... [code truncated] ...
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Functions: find_total_hits, download_datasheets This code demonstrates Pythoncode:Python programming.
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intermediate
|
api
|
code_explanation
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Pythoncode:Python
| 2
| 0
| 3,033
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#! /usr/bin/env python\n\nimport sys\nimport json\nimport urllib\nimport urllib2\nimport time\nimport argparse\nimport re\n\n# Category ID for Discrete Semiconductors > Transistors > BJTs\nTRANSISTOR_ID = b814751e89ff63d3\n\ndef find_total_hits(search_query):\n \"\"\"\n Function: find_total_hits\n --------------------\n Returns the number of hits that correspond to the search query.\n \"\"\"\n url = \"http://octopart.com/api/v3/categories/\"\n # NOTE: Use your API key here (https://octopart.com/api/register)\n url += \"?apikey=09b32c6c\"\n args = [\n ('q', search_query),\n ('start', 0),\n ('limit', 1), #change to increase number of datasheets\n ('include[]','datasheets')\n ]\n url += '&' + urllib.urlencode(args)\n\n data = urllib.urlopen(url).read() # perform a SearchRequest\n search_response = json.loads(data) # Grab the SearchResponse\n\n # return number of hits\n return search_response['hits']\n\ndef download_datasheets(search_query):\n \"\"\"\n Function: download_datasheets\n --------------------\n Uses the OctoPart API to download all datasheets associated with a given\n set of search keywords.\n \"\"\"\n MAX_RESULTS = 100\n counter = 0\n total_hits = find_total_hits(search_query)\n # print number of hits\n print \"[info] Search Response Hits: %s\" % (total_hits)\n\n # Calculate how many multiples of 100s of hits there are\n num_hundreds = total_hits / MAX_RESULTS\n\n print \"[info] Performing %s iterations of %s results.\" % (num_hundreds, MAX_RESULTS)\n for i in range(num_hundreds+1):\n url = \"http://octopart.com/api/v3/parts/search\"\n # NOTE: Use your API key here (https://octopart.com/api/register)\n url += \"?apikey=09b32c6c\"\n args = [\n ('q', search_query),\n ('start', (i * MAX_RESULTS)),\n ('limit', MAX_RESULTS), # change to edit number of datasheets\n ('include[]','datasheets')\n # ('include[]','specs'),\n # ('include[]','descriptions')\n ]\n url += '&' + urllib.urlencode(args)\n\n data = urllib.urlopen(url).read() # perform a SearchRequest\n search_response = json.loads(data) # Grab the SearchResponse\n\n # Iterate through the SearchResults in the SearchResponse\n if not search_response.get('results'):\n print \"[error] no results returned in outer loop: \" + str(i)\n continue\n for result in search_response['results']:\n part = result['item'] # Grab the Part in the SearchResult\n print (\"[info] %s_%s...\" % (part['brand']['name'].replace(\" \", \"\"), part['mpn'])),\n sys.stdout.flush()\n\n # Iterate through list of datasheets for the given part\n for datasheet in part['datasheets']:\n # Grab the Datasheet URL\n pdflink = datasheet['url']\n if pdflink is not None:\n # Download the PDF\n try:\n \n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Functions: find_total_hits, download_datasheets\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
811898bc6c0124ca8489662af03fc5f7195a1876
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- # FOGLAMP_BEGIN # See: http://foglamp.readthedocs.io/ # FOGLAMP_END def local_timestamp(): """ :return: str - current time stamp with microseconds and machine timezone info :example '2018-05-08 14:06:40.517313+05:30' """ return str(datetime.now(timezone.utc).astimezone()) def read_templates(): templates = [] return templates def parse_template_and_prepare_json(_template_file, _write_to_file=None, _occurrences=1): # template_file = os.path.join(os.path.dirname(__file__), "templates/" + _template_file) with open(_template_file) as data_file: data = json.load(data_file) supported_format_types = ["number", "enum"] for _ in range(_occurrences): readings_ = _prepare_sensor_reading(data, supported_format_types) for r in readings_: _write_readings_to_file(_write_to_file, r) def _write_readings_to_file(to_file, r): with open(to_file, 'a') as the_file: json.dump(r, the_file) the_file.write(os.linesep) def _prepare_sensor_reading(data, supported_format_types): readings = [] for d in data: x_sensor_values = dict() _sensor_value_object_formats = d["sensor_values"] for fmt in _sensor_value_object_formats: if fmt["type"] not in supported_format_types: raise InvalidSensorValueObjectTemplateFormat(u"Invalid format, " u"Can not parse type {}".format(fmt["type"])) if fmt["type"] == "number": # check float precision if any precision = fmt.get("precision", None) min_val = fmt.get("min", None) max_val = fmt.get("max", None) if min_val is None or max_val is None: raise InvalidSensorValueObjectTemplateFormat(u"Invalid format, " u"Min and Max values must be defined for type number.") # print(precision) # print(min_val) # print(max_val) reading = round(random.uniform(min_val, max_val), precision) elif fmt["type"] == "enum": reading = random.choice(fmt["list"]) # print(fmt["name"], reading) x_sensor_values[fmt["name"]] = reading # print(d["name"]) sensor_value_object = dict() sensor_value_object["asset"] = d['name'] sensor_value_object["readings"] = x_sensor_values sensor_value_object["timestamp"] = "{!s}".format(local_timestamp()) # print(json.dumps(sensor_value_object)) ord_dict = collections.OrderedDict(sorted(sensor_value_object.items())) readings.append(ord_dict) return readings ... [3 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 11 • IndentationError at line 21 Fixes: • Complete the expression on the last line • Add closing quote at line 11 • Fix indentation to match Python syntax rules
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intermediate
|
api
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syntax_repair
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Pythoncode:Python
| 5
| 0
| 2,941
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n# -*- coding: utf-8 -*-\n\n# FOGLAMP_BEGIN\n# See: http://foglamp.readthedocs.io/\n# FOGLAMP_END\n\n\ndef local_timestamp():\n \"\"\"\n :return: str - current time stamp with microseconds and machine timezone info\n :example '2018-05-08 14:06:40.517313+05:30'\n\"\"\"\n return str(datetime.now(timezone.utc).astimezone())\n\n\ndef read_templates():\n templates = []\n\n return templates\n\n\ndef parse_template_and_prepare_json(_template_file,\n _write_to_file=None, _occurrences=1):\n # template_file = os.path.join(os.path.dirname(__file__), \"templates/\" + _template_file)\n\n with open(_template_file) as data_file:\n data = json.load(data_file)\n\n supported_format_types = [\"number\", \"enum\"]\n for _ in range(_occurrences):\n readings_ = _prepare_sensor_reading(data, supported_format_types)\n for r in readings_:\n _write_readings_to_file(_write_to_file, r)\n\n\ndef _write_readings_to_file(to_file, r):\n with open(to_file, 'a') as the_file:\n json.dump(r, the_file)\n the_file.write(os.linesep)\n\n\ndef _prepare_sensor_reading(data, supported_format_types):\n readings = []\n\n for d in data:\n x_sensor_values = dict()\n\n _sensor_value_object_formats = d[\"sensor_values\"]\n for fmt in _sensor_value_object_formats:\n if fmt[\"type\"] not in supported_format_types:\n raise InvalidSensorValueObjectTemplateFormat(u\"Invalid format, \"\n u\"Can not parse type {}\".format(fmt[\"type\"]))\n if fmt[\"type\"] == \"number\":\n # check float precision if any\n precision = fmt.get(\"precision\", None)\n min_val = fmt.get(\"min\", None)\n max_val = fmt.get(\"max\", None)\n if min_val is None or max_val is None:\n raise InvalidSensorValueObjectTemplateFormat(u\"Invalid format, \"\n u\"Min and Max values must be defined for type number.\")\n # print(precision)\n # print(min_val)\n # print(max_val)\n reading = round(random.uniform(min_val, max_val), precision)\n elif fmt[\"type\"] == \"enum\":\n reading = random.choice(fmt[\"list\"])\n\n # print(fmt[\"name\"], reading)\n x_sensor_values[fmt[\"name\"]] = reading\n\n # print(d[\"name\"])\n\n sensor_value_object = dict()\n sensor_value_object[\"asset\"] = d['name']\n sensor_value_object[\"readings\"] = x_sensor_values\n sensor_value_object[\"timestamp\"] = \"{!s}\".format(local_timestamp())\n # print(json.dumps(sensor_value_object))\n ord_dict = collections.OrderedDict(sorted(sensor_value_object.items()))\n readings.append(ord_dict)\n\n return readings\n\n\n\n ... [3 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 Unterminated string literal at line 11\n \u2022 IndentationError at line 21\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 11\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
811909fd3d9bc00f5888c3293282a4df3cefdd8c
|
TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- # This code is part of Qiskit. # # (C) Copyright IBM 2019. # # This code is licensed under the Apache License, Version 2.0. You may # obtain a copy of this license in the LICENSE.txt file in the root directory # of this source tree or at http://www.apache.org/licenses/LICENSE-2.0. # # Any modifications or derivative works of this code must retain this # copyright notice, and modified files need to carry a notice indicating # that they have been altered from the originals. # pylint: disable=cell-var-from-loop,invalid-name class MeasurementFilter(): """ Measurement error mitigation filter. Produced from a measurement calibration fitter and can be applied to data. """ def __init__(self, cal_matrix: np.matrix, state_labels: list): """ Initialize a measurement error mitigation filter using the cal_matrix from a measurement calibration fitter. Args: cal_matrix: the calibration matrix for applying the correction state_labels: the states for the ordering of the cal matrix """ self._cal_matrix = cal_matrix ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self._state_labels = state_labels @property def cal_matrix(self): """Return cal_matrix."""
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advanced
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api
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incomplete_code
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Pythoncode:Python
| 5
| 1
| 1,175
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n# This code is part of Qiskit.\n#\n# (C) Copyright IBM 2019.\n#\n# This code is licensed under the Apache License, Version 2.0. You may\n# obtain a copy of this license in the LICENSE.txt file in the root directory\n# of this source tree or at http://www.apache.org/licenses/LICENSE-2.0.\n#\n# Any modifications or derivative works of this code must retain this\n# copyright notice, and modified files need to carry a notice indicating\n# that they have been altered from the originals.\n\n# pylint: disable=cell-var-from-loop,invalid-name\n\n\nclass MeasurementFilter():\n \"\"\"\n Measurement error mitigation filter.\n\n Produced from a measurement calibration fitter and can be applied\n to data.\n\n \"\"\"\n\n def __init__(self,\n cal_matrix: np.matrix,\n state_labels: list):\n \"\"\"\n Initialize a measurement error mitigation filter using the cal_matrix\n from a measurement calibration fitter.\n\n Args:\n cal_matrix: the calibration matrix for applying the correction\n state_labels: the states for the ordering of the cal matrix\n \"\"\"\n\n self._cal_matrix = cal_matrix\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 self._state_labels = state_labels\n\n @property\n def cal_matrix(self):\n \"\"\"Return cal_matrix.\"\"\""}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
81197e9fdd38be14f8210f08e7cec2020796f260
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/python def meh(captcha): """Returns the sum of the digits which match the next one in the captcha input string. >>> meh('1122') 3 >>> meh('1111') 4 >>> meh('1234') 0 >>> meh('91212129') 9 """ result = 0 for n in range(len(captcha)): if captcha[n] == captcha[(n + 1) % len(captcha)]: result += int(captcha[n]) return result def meh2(captcha): """Returns the sum of the digits which match the next one in the captcha input string. >>> meh2('1212') 6 >>> meh2('1221') 0 >>> meh2('123425') 4 >>> meh2('123123') 12 >>> meh2('12131415') 4 """ result = 0 for n in range(len(captcha)): if captcha[n] == captcha[(n + len(captcha) / 2) % len(captcha)]: result += int(captcha[n]) return result if __name__ == '__main__': input = '5727627438794453782365262617785338441114632538449493592445433661195311917363819167132625483262484159342166768347434915466817774343774596546167863663186354146289354761687791491466235883636542119851626333592654471633181412529571258115839932137268374277342362628666975941595939137474421459568279581861553267387786842419692649773114431973644514172812332296254728857243456417849275368184224488836854242383222821117284245623127573818276423226593362511931259816119219321489894926776541746834893513461896468312719439179616536814554881447312985769798932262136874472568518334682533324786673473589449339521878146434695177787392989896135879627488982689452959964544265742343856242385324754362156546881979993159875475346759383232814743934158612526273373712838696159639472815971929278759742689894519878821141785466294835842272947131245643777897874975392725143167753357575231244748833715695621745196564345444532975832712996665718933282496914144853868197963261119938589696594684972542197813775336625245991491363785878314673546975871675276571818917558395647693518598591853631842424842542639815827811175171191122781882676617799622371883742897278432892574386988523226612772786526788159239564383699924421834518447461312982393365942222368542273218653619915398871745556852378167339369835696735587512355479775549118179159315643373559152949598425651963118784965463324322511813215254971264327381931443387759264469382686152324394699861572295118247477317321552759894955318531325999222787996448212176961721868539477677842337818246242278827799752391317632646895734229636817832195862616878557897741453736868643834812428378974877516382145764113516349564933114443615783664791285248317754222486495227187464527457242645861438491792362362753248762539691411158275495394496546257662472889691713759977882876995862678868537474966174122374183484464372548692588693311838264958148135184494336848485395675987721525276629489649644483526435716964234129141276894658978181249342137957556959367835424122336373912981363323699658871179191942157458392474311986762222965921179346874416329747895247593316325976957834589436785553429449361376756449713736 ... [code truncated] ...
|
Functions: meh, meh2 This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
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Pythoncode:Python
| 2
| 0
| 3,033
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/python\n\n\ndef meh(captcha):\n \"\"\"Returns the sum of the digits which match the next one in the captcha\n input string.\n\n >>> meh('1122')\n 3\n >>> meh('1111')\n 4\n >>> meh('1234')\n 0\n >>> meh('91212129')\n 9\n \"\"\"\n result = 0\n for n in range(len(captcha)):\n if captcha[n] == captcha[(n + 1) % len(captcha)]:\n result += int(captcha[n])\n return result\n\n\ndef meh2(captcha):\n \"\"\"Returns the sum of the digits which match the next one in the captcha\n input string.\n\n >>> meh2('1212')\n 6\n >>> meh2('1221')\n 0\n >>> meh2('123425')\n 4\n >>> meh2('123123')\n 12\n >>> meh2('12131415')\n 4\n \"\"\"\n result = 0\n for n in range(len(captcha)):\n if captcha[n] == captcha[(n + len(captcha) / 2) % len(captcha)]:\n result += int(captcha[n])\n return result\n\n\nif __name__ == '__main__':\n input = '5727627438794453782365262617785338441114632538449493592445433661195311917363819167132625483262484159342166768347434915466817774343774596546167863663186354146289354761687791491466235883636542119851626333592654471633181412529571258115839932137268374277342362628666975941595939137474421459568279581861553267387786842419692649773114431973644514172812332296254728857243456417849275368184224488836854242383222821117284245623127573818276423226593362511931259816119219321489894926776541746834893513461896468312719439179616536814554881447312985769798932262136874472568518334682533324786673473589449339521878146434695177787392989896135879627488982689452959964544265742343856242385324754362156546881979993159875475346759383232814743934158612526273373712838696159639472815971929278759742689894519878821141785466294835842272947131245643777897874975392725143167753357575231244748833715695621745196564345444532975832712996665718933282496914144853868197963261119938589696594684972542197813775336625245991491363785878314673546975871675276571818917558395647693518598591853631842424842542639815827811175171191122781882676617799622371883742897278432892574386988523226612772786526788159239564383699924421834518447461312982393365942222368542273218653619915398871745556852378167339369835696735587512355479775549118179159315643373559152949598425651963118784965463324322511813215254971264327381931443387759264469382686152324394699861572295118247477317321552759894955318531325999222787996448212176961721868539477677842337818246242278827799752391317632646895734229636817832195862616878557897741453736868643834812428378974877516382145764113516349564933114443615783664791285248317754222486495227187464527457242645861438491792362362753248762539691411158275495394496546257662472889691713759977882876995862678868537474966174122374183484464372548692588693311838264958148135184494336848485395675987721525276629489649644483526435716964234129141276894658978181249342137957556959367835424122336373912981363323699658871179191942157458392474311986762222965921179346874416329747895247593316325976957834589436785553429449361376756449713736\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Functions: meh, meh2\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
811a461fc321525abd67f11d9522903e94b00815
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # coding: utf-8 # Copyright (c) Pymatgen Development Team. # Distributed under the terms of the MIT License. def _compare(g1, g2, i1, i2): """ Helper function called by isomorphic to ensure comparison of node identities. """ return g1.vs[i1]["species"] == g2.vs[i2]["species"] def _igraph_from_nxgraph(graph): """ Helper function that converts a networkx graph object into an igraph graph object. """ nodes = graph.nodes(data=True) new_igraph = igraph.Graph() for node in nodes: new_igraph.add_vertex(name=str(node[0]), species=node[1]["specie"], coords=node[1]["coords"]) new_igraph.add_edges([(str(edge[0]), str(edge[1])) for edge in graph.edges()]) return new_igraph def _isomorphic(frag1, frag2): """ Internal function to check if two graph objects are isomorphic, using igraph if if is available and networkx if it is not. """ f1_nodes = frag1.nodes(data=True) f2_nodes = frag2.nodes(data=True) if len(f1_nodes) != len(f2_nodes): return False f2_edges = frag2.edges() if len(f2_edges) != len(f2_edges): return False f1_comp_dict = {} f2_comp_dict = {} for node in f1_nodes: if node[1]["specie"] not in f1_comp_dict: f1_comp_dict[node[1]["specie"]] = 1
|
else: f1_comp_dict[node[1]["specie"]] += 1 for node in f2_nodes: if node[1]["specie"] not in f2_comp_dict: f2_comp_dict[node[1]["specie"]] = 1 else: f2_comp_dict[node[1]["specie"]] += 1 if f1_comp_dict != f2_comp_dict: return False if IGRAPH_AVAILABLE: ifrag1 = _igraph_from_nxgraph(frag1) ifrag2 = _igraph_from_nxgraph(frag2) return ifrag1.isomorphic_vf2(ifrag2, node_compat_fn=_compare) nm = iso.categorical_node_match("specie", "ERROR") return nx.is_isomorphic(frag1.to_undirected(), frag2.to_undirected(), node_match=nm) class StructureGraph(MSONable): """ This is a class for annotating a Structure with bond information, stored in the form of a graph. A "bond" does not necessarily have to be a chemical bond, but can store any kind of information that connects two Sites. """ ... [73 more functiondefs truncated] ...
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advanced
|
database
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code_completion
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Pythoncode:Python
| 3
| 1
| 2,272
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# coding: utf-8\n# Copyright (c) Pymatgen Development Team.\n# Distributed under the terms of the MIT License.\n\ndef _compare(g1, g2, i1, i2):\n \"\"\"\n Helper function called by isomorphic to ensure comparison of node identities.\n \"\"\"\n return g1.vs[i1][\"species\"] == g2.vs[i2][\"species\"]\n\n\ndef _igraph_from_nxgraph(graph):\n \"\"\"\n Helper function that converts a networkx graph object into an igraph graph object.\n \"\"\"\n nodes = graph.nodes(data=True)\n new_igraph = igraph.Graph()\n for node in nodes:\n new_igraph.add_vertex(name=str(node[0]), species=node[1][\"specie\"], coords=node[1][\"coords\"])\n new_igraph.add_edges([(str(edge[0]), str(edge[1])) for edge in graph.edges()])\n return new_igraph\n\n\ndef _isomorphic(frag1, frag2):\n \"\"\"\n Internal function to check if two graph objects are isomorphic, using igraph if\n if is available and networkx if it is not.\n \"\"\"\n f1_nodes = frag1.nodes(data=True)\n f2_nodes = frag2.nodes(data=True)\n if len(f1_nodes) != len(f2_nodes):\n return False\n f2_edges = frag2.edges()\n if len(f2_edges) != len(f2_edges):\n return False\n f1_comp_dict = {}\n f2_comp_dict = {}\n for node in f1_nodes:\n if node[1][\"specie\"] not in f1_comp_dict:\n f1_comp_dict[node[1][\"specie\"]] = 1"}, {"role": "assistant", "content": "\n else:\n f1_comp_dict[node[1][\"specie\"]] += 1\n for node in f2_nodes:\n if node[1][\"specie\"] not in f2_comp_dict:\n f2_comp_dict[node[1][\"specie\"]] = 1\n else:\n f2_comp_dict[node[1][\"specie\"]] += 1\n if f1_comp_dict != f2_comp_dict:\n return False\n if IGRAPH_AVAILABLE:\n ifrag1 = _igraph_from_nxgraph(frag1)\n ifrag2 = _igraph_from_nxgraph(frag2)\n return ifrag1.isomorphic_vf2(ifrag2, node_compat_fn=_compare)\n nm = iso.categorical_node_match(\"specie\", \"ERROR\")\n return nx.is_isomorphic(frag1.to_undirected(), frag2.to_undirected(), node_match=nm)\n\n\nclass StructureGraph(MSONable):\n \"\"\"\n This is a class for annotating a Structure with\n bond information, stored in the form of a graph. A \"bond\" does\n not necessarily have to be a chemical bond, but can store any\n kind of information that connects two Sites.\n \"\"\"\n\n\n ... [73 more functiondefs truncated] ..."}]
| false
| null | null | null |
811bbfb3266a619b867f934c6f82a6ecb7783e88
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.shortcuts import render, redirect from django.http import HttpResponse from .models import Article from django.contrib.auth.decorators import login_required from . import forms def Articles(request): articles = Article.objects.all().order_by('date') return render(request, 'articles/article_list.html', {'articles': articles}) def article_detail(request, slug): # return HttpResponse(slug) article = Article.objects.get(slug=slug) return render(request, 'articles/article_details.html', {'article': article}) @login_required(login_url="/accounts/login") def article_create(request): if request.method == 'POST': form = forms.CreateArticle(request.POST, request.FILES) if form.is_valid(): #save article to DB instance = form.save(commit=False) instance.author = request.user instance.save( ) return redirect ('articles:list') else: form = forms.CreateArticle() return render(request, 'articles/article_create.html', {'form':form})
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Fix: Close the string literal with matching quote
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 1,064
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.shortcuts import render, redirect\nfrom django.http import HttpResponse\nfrom .models import Article\nfrom django.contrib.auth.decorators import login_required\nfrom . import forms\n\ndef Articles(request):\n articles = Article.objects.all().order_by('date')\n return render(request, 'articles/article_list.html', {'articles': articles})\n\n\ndef article_detail(request, slug):\n # return HttpResponse(slug)\n article = Article.objects.get(slug=slug)\n return render(request, 'articles/article_details.html', {'article': article})\n\n\n@login_required(login_url=\"/accounts/login\")\ndef article_create(request):\n if request.method == 'POST':\n form = forms.CreateArticle(request.POST, request.FILES)\n if form.is_valid():\n #save article to DB\n instance = form.save(commit=False)\n instance.author = request.user\n instance.save( )\n return redirect ('articles:list')\n else:\n form = forms.CreateArticle()\n return render(request, 'articles/article_create.html', {'form':form})"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
811c0a3b1e48996b84a2d4750219f62c35f29d83
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Parser based on RFC 5228, especially the grammar as defined in section 8. All # references are to sections in RFC 5228 unless stated otherwise. import ply.yacc import sifter.grammar from sifter.grammar.lexer import tokens import sifter.handler import logging def parser(**kwargs): return ply.yacc.yacc(**kwargs) def p_commands_list(p): """commands : commands command""" p[0] = p[1] # section 3.2: REQUIRE command must come before any other commands if p[2].RULE_IDENTIFIER == 'REQUIRE': if any(command.RULE_IDENTIFIER != 'REQUIRE' for command in p[0].commands): log = logging.getLogger("sifter") log.error(("REQUIRE command on line %d must come before any " "other non-REQUIRE commands" % p.lineno(2))) raise SyntaxError # section 3.1: ELSIF and ELSE must follow IF or another ELSIF elif p[2].RULE_IDENTIFIER in ('ELSIF', 'ELSE'): if p[0].commands[-1].RULE_IDENTIFIER not in ('IF', 'ELSIF'): log = logging.getLogger("sifter") log.error(("ELSIF/ELSE command on line %d must follow an IF/ELSIF " "command" % p.lineno(2))) raise SyntaxError p[0].commands.append(p[2]) def p_commands_empty(p): """commands : """ p[0] = sifter.grammar.CommandList() def p_command(p): """command : IDENTIFIER arguments ';' | IDENTIFIER arguments block""" #print("COMMAND:", p[1], p[2], p[3]) tests = p[2].get('tests') block = None if p[3] != ';': block = p[3] handler = sifter.handler.get('command', p[1]) if handler is None: log = logging.getLogger("sifter") log.error(("No handler registered for command '%s' on line %d" % (p[1], p.lineno(1)))) raise SyntaxError p[0] = handler(arguments=p[2]['args'], tests=tests, block=block) def p_command_error(p): """command : IDENTIFIER error ';' | IDENTIFIER error block""" log = logging.getLogger("sifter") log.error(("Syntax error in command definition after %s on line %d" % (p[1], p.lineno(1)))) raise SyntaxError def p_block(p): """block : '{' commands '}' """ # section 3.2: REQUIRE command must come before any other commands, # which means it can't be in the block of another command if any(command.RULE_IDENTIFIER == 'REQUIRE' for command in p[2].commands): log = logging.getLogger("sifter") log.error(("REQUIRE command not allowed inside of a block (line %d)" % (p.lineno(2)))) raise SyntaxError p[0] = p[2] def p_block_error(p): """block : '{' error '}'""" log = logging.getLogger("sifter") log.error(("Syntax error in command block that starts on line %d" % (p.lineno(1),))) raise SyntaxError ... [15 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 43 Invalid syntax at line 85: ... [15 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 17 Unexpected indentation at line 20 Unexpected indentation at line 22 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 29 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 40 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 79 Unexpected indentation at line 80 Unexpected indentation at line 81 Unexpected indentation at line 82 ✨ Improvements: Complete the expression on the last line Add closing quote at line 43 Review syntax near the error location
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 7
| 0
| 2,880
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Parser based on RFC 5228, especially the grammar as defined in section 8. All\n# references are to sections in RFC 5228 unless stated otherwise.\n\nimport ply.yacc\n\nimport sifter.grammar\nfrom sifter.grammar.lexer import tokens\nimport sifter.handler\nimport logging\n\ndef parser(**kwargs):\n return ply.yacc.yacc(**kwargs)\n\n\ndef p_commands_list(p):\n \"\"\"commands : commands command\"\"\"\n p[0] = p[1]\n\n # section 3.2: REQUIRE command must come before any other commands\n if p[2].RULE_IDENTIFIER == 'REQUIRE':\n if any(command.RULE_IDENTIFIER != 'REQUIRE'\n for command in p[0].commands):\n log = logging.getLogger(\"sifter\")\n log.error((\"REQUIRE command on line %d must come before any \"\n \"other non-REQUIRE commands\" % p.lineno(2)))\n raise SyntaxError\n\n # section 3.1: ELSIF and ELSE must follow IF or another ELSIF\n elif p[2].RULE_IDENTIFIER in ('ELSIF', 'ELSE'):\n if p[0].commands[-1].RULE_IDENTIFIER not in ('IF', 'ELSIF'):\n log = logging.getLogger(\"sifter\")\n log.error((\"ELSIF/ELSE command on line %d must follow an IF/ELSIF \"\n \"command\" % p.lineno(2)))\n raise SyntaxError\n\n p[0].commands.append(p[2])\n\ndef p_commands_empty(p):\n \"\"\"commands : \"\"\"\n p[0] = sifter.grammar.CommandList()\n\ndef p_command(p):\n \"\"\"command : IDENTIFIER arguments ';'\n | IDENTIFIER arguments block\"\"\"\n #print(\"COMMAND:\", p[1], p[2], p[3])\n tests = p[2].get('tests')\n block = None\n if p[3] != ';': block = p[3]\n handler = sifter.handler.get('command', p[1])\n if handler is None:\n log = logging.getLogger(\"sifter\")\n log.error((\"No handler registered for command '%s' on line %d\" %\n (p[1], p.lineno(1))))\n raise SyntaxError\n p[0] = handler(arguments=p[2]['args'], tests=tests, block=block)\n\ndef p_command_error(p):\n \"\"\"command : IDENTIFIER error ';'\n | IDENTIFIER error block\"\"\"\n log = logging.getLogger(\"sifter\")\n log.error((\"Syntax error in command definition after %s on line %d\" %\n (p[1], p.lineno(1))))\n raise SyntaxError\n\ndef p_block(p):\n \"\"\"block : '{' commands '}' \"\"\"\n # section 3.2: REQUIRE command must come before any other commands,\n # which means it can't be in the block of another command\n if any(command.RULE_IDENTIFIER == 'REQUIRE'\n for command in p[2].commands):\n log = logging.getLogger(\"sifter\")\n log.error((\"REQUIRE command not allowed inside of a block (line %d)\" %\n (p.lineno(2))))\n raise SyntaxError\n p[0] = p[2]\n\ndef p_block_error(p):\n \"\"\"block : '{' error '}'\"\"\"\n log = logging.getLogger(\"sifter\")\n log.error((\"Syntax error in command block that starts on line %d\" %\n (p.lineno(1),)))\n raise SyntaxError\n\n\n ... [15 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 43\n Invalid syntax at line 85: ... [15 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 17\n Unexpected indentation at line 20\n Unexpected indentation at line 22\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 29\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 40\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 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\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 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 79\n Unexpected indentation at line 80\n Unexpected indentation at line 81\n Unexpected indentation at line 82\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 43\n Review syntax near the error location"}]
| false
| null | null | null |
811c9730165b0d65d78610ed7c5cc6d9f073addc
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from sklearn import datasets from sklearn.feature_extraction.text import TfidfVectorizer from sklearn.feature_extraction.text import CountVectorizer from sklearn.cross_validation import train_test_split from sklearn.cross_validation import cross_val_score from sklearn.cross_validation import ShuffleSplit from sklearn.cross_validation import Bootstrap from sklearn.naive_bayes import MultinomialNB from sklearn.grid_search import GridSearchCV from scipy.stats import sem from pprint import pprint import numpy as np import pylab as pl import string import matplotlib.pyplot as plt # Calculates the mean of the scores with the standard deviation def mean_sem(scores): return ("Mean score: {0:.3f} (+/-{1:.3f})").format(np.mean(scores), sem(scores)) def test_docs(dir): # Load documents docs = datasets.load_files(container_path="../../sklearn_data/"+dir) X, y = docs.data, docs.target baseline = 1/float(len(list(np.unique(y)))) # Select Features via Bag of Words approach without stop words #X = CountVectorizer(charset_error='ignore', stop_words='english', strip_accents='unicode', ).fit_transform(X) X = TfidfVectorizer(charset_error='ignore', stop_words='english', analyzer='char', ngram_range=(2,4), strip_accents='unicode', sublinear_tf=True, max_df=0.5).fit_transform(X) n_samples, n_features = X.shape # sklearn's grid search parameters = { 'alpha': np.logspace(-100,0,10)} bv = Bootstrap(n_samples, n_iter=10, test_size=0.3, random_state=42) mnb_gv = GridSearchCV(MultinomialNB(), parameters, cv=bv,) #scores = cross_val_score(mnb_gv, X, y, cv=bv) mnb_gv.fit(X, y) mnb_gv_best_params = mnb_gv.best_params_.values()[0] print mnb_gv.best_score_ print mnb_gv_best_params # CV with Bootstrap mnb = MultinomialNB(alpha=mnb_gv_best_params) boot_scores = cross_val_score(mnb, X, y, cv=bv) print mean_sem(boot_scores) improvement = (mnb_gv.best_score_ - baseline) / baseline # Complete this line test_results.append([mnb_gv.best_score_]) com_results.append(improvement) sem_results.append(sem(boot_scores)) def graph(base_list, results_list, com_list, arange): N=arange base=np.array(base_list) res=np.array(results_list) com = np.array(com_list) ind = np.arange(N) # the x locations for the groups width = 0.3 # the width of the bars: can also be len(x) sequence #fig, ax = plt.sublots() p1 = plt.bar(ind, base, width, color='r') p2 = plt.bar(ind+0.3, res, width, color='y') p3 = plt.bar(ind+0.6, com, width, color='b') plt.rcParams['figure.figsize'] = 10, 7.5 plt.rcParams['axes.grid'] = True plt.gray() plt.ylabel('Accuracy') plt.title('AAAC Problem Accuracy') plt.yticks(np.arange(0,3,30)) plt.xticks(np.arange(0,13,13)) #plt.set_xticks(('A','B','C','D','E','F','G','H','I','J','K','L','M')) plt.legend( (p1[0], p2[0], p3[0]), ('Baseline', 'Algorithm', 'Improvement')) plt.show() rand_baseline = list() test_results = list() sem_results = list() com_results = list() #test_docs("problemA") for i in stri ... [code truncated] ...
|
The missing line is: rand_baseline.append(baseline)
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intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 0
| 3,033
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom sklearn import datasets\nfrom sklearn.feature_extraction.text import TfidfVectorizer\nfrom sklearn.feature_extraction.text import CountVectorizer\n\nfrom sklearn.cross_validation import train_test_split\nfrom sklearn.cross_validation import cross_val_score\nfrom sklearn.cross_validation import ShuffleSplit\nfrom sklearn.cross_validation import Bootstrap\n\nfrom sklearn.naive_bayes import MultinomialNB\nfrom sklearn.grid_search import GridSearchCV\n\nfrom scipy.stats import sem\nfrom pprint import pprint\nimport numpy as np\nimport pylab as pl\nimport string\nimport matplotlib.pyplot as plt\n\n# Calculates the mean of the scores with the standard deviation\ndef mean_sem(scores):\n\treturn (\"Mean score: {0:.3f} (+/-{1:.3f})\").format(np.mean(scores), sem(scores)) \n\n\ndef test_docs(dir):\n\t# Load documents\n\tdocs = datasets.load_files(container_path=\"../../sklearn_data/\"+dir)\n\tX, y = docs.data, docs.target\n\n\tbaseline = 1/float(len(list(np.unique(y))))\n\n\t# Select Features via Bag of Words approach without stop words\n\t#X = CountVectorizer(charset_error='ignore', stop_words='english', strip_accents='unicode', ).fit_transform(X)\n\tX = TfidfVectorizer(charset_error='ignore', stop_words='english', analyzer='char', ngram_range=(2,4), strip_accents='unicode', sublinear_tf=True, max_df=0.5).fit_transform(X)\n\tn_samples, n_features = X.shape\n\n\n\t# sklearn's grid search\n\tparameters = { 'alpha': np.logspace(-100,0,10)}\n\n\tbv = Bootstrap(n_samples, n_iter=10, test_size=0.3, random_state=42)\n\tmnb_gv = GridSearchCV(MultinomialNB(), parameters, cv=bv,)\n\t#scores = cross_val_score(mnb_gv, X, y, cv=bv)\n\tmnb_gv.fit(X, y)\n\tmnb_gv_best_params = mnb_gv.best_params_.values()[0]\n\tprint mnb_gv.best_score_\n\tprint mnb_gv_best_params\n\n\t# CV with Bootstrap\n\tmnb = MultinomialNB(alpha=mnb_gv_best_params)\n\tboot_scores = cross_val_score(mnb, X, y, cv=bv)\n\tprint mean_sem(boot_scores)\n\n\timprovement = (mnb_gv.best_score_ - baseline) / baseline\n\n # Complete this line\n\ttest_results.append([mnb_gv.best_score_])\n\tcom_results.append(improvement)\n\tsem_results.append(sem(boot_scores))\n\n\ndef graph(base_list, results_list, com_list, arange):\n\tN=arange\n\tbase=np.array(base_list)\n\tres=np.array(results_list)\n\tcom = np.array(com_list)\n\tind = np.arange(N) # the x locations for the groups\n\twidth = 0.3 # the width of the bars: can also be len(x) sequence\n\n\t#fig, ax = plt.sublots()\n\n\tp1 = plt.bar(ind, base, width, color='r')\n\tp2 = plt.bar(ind+0.3, res, width, color='y')\n\tp3 = plt.bar(ind+0.6, com, width, color='b')\n\n\tplt.rcParams['figure.figsize'] = 10, 7.5\n\tplt.rcParams['axes.grid'] = True\n\tplt.gray()\n\n\tplt.ylabel('Accuracy')\n\tplt.title('AAAC Problem Accuracy')\n\tplt.yticks(np.arange(0,3,30))\n\tplt.xticks(np.arange(0,13,13))\n\t#plt.set_xticks(('A','B','C','D','E','F','G','H','I','J','K','L','M'))\n\tplt.legend( (p1[0], p2[0], p3[0]), ('Baseline', 'Algorithm', 'Improvement'))\n\n\tplt.show()\n\n\nrand_baseline = list()\ntest_results = list()\nsem_results = list()\ncom_results = list()\n\n#test_docs(\"problemA\")\n\nfor i in stri\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n\trand_baseline.append(baseline)"}]
| false
| null | null | null |
811ce2660d66f66cb91158b2b6a72ae00e0a02c5
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import io import fast import spreadsheet import tab import utils import web from io import * from fast import * from spreadsheet import * from tab import * from utils import * from web import * __all__ = [] __all__.extend(io.__all__) __all__.extend(fast.__all__) __all__.extend(spreadsheet.__all__) __all__.extend(tab.__all__) __all__.extend(utils.__all__) __all__.extend(web.__all__)
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Code Review: ⚠️ Code quality: Avoid 'import *' at line 8 - import specific names Avoid 'import *' at line 9 - import specific names Avoid 'import *' at line 10 - import specific names Avoid 'import *' at line 11 - import specific names Avoid 'import *' at line 12 - import specific names Avoid 'import *' at line 13 - import specific names
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intermediate
|
general
|
code_review
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Pythoncode:Python
| 0
| 0
| 386
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport io\nimport fast\nimport spreadsheet\nimport tab\nimport utils\nimport web\n\nfrom io import *\nfrom fast import *\nfrom spreadsheet import *\nfrom tab import *\nfrom utils import *\nfrom web import *\n\n__all__ = []\n__all__.extend(io.__all__)\n__all__.extend(fast.__all__)\n__all__.extend(spreadsheet.__all__)\n__all__.extend(tab.__all__)\n__all__.extend(utils.__all__)\n__all__.extend(web.__all__)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Avoid 'import *' at line 8 - import specific names\n Avoid 'import *' at line 9 - import specific names\n Avoid 'import *' at line 10 - import specific names\n Avoid 'import *' at line 11 - import specific names\n Avoid 'import *' at line 12 - import specific names\n Avoid 'import *' at line 13 - import specific names"}]
| false
| null | null | null |
811e73ee0c3fc584081650f0224040703f26ea00
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # (C) Copyright 2017 Inova Development 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. ... [34 more classdefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 17: ... [34 more classdefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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intermediate
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api
|
debugging
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Pythoncode:Python
| 0
| 0
| 657
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# (C) Copyright 2017 Inova Development Inc.\n# 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\n ... [34 more classdefs 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 17: ... [34 more classdefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
811eb205fb191ad48270915e49e393d586962cb9
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # # All or portions of this file Copyright (c) Amazon.com, Inc. or its affiliates or # its licensors. # # For complete copyright and license terms please see the LICENSE at the root of this # distribution (the "License"). All use of this software is governed by the License, # or, if provided, by the license below or the license accompanying this file. Do not # remove or modify any license notices. This file is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # import os from az_code_gen.base import * from AzReflectionCpp import format_cpp_annotations class AZEBusInline_Driver(TemplateDriver): def apply_transformations(self, json_object): format_cpp_annotations(json_object) def render_templates(self, input_file, **template_kwar input_file_name, input_file_ext = os.path.splitext(input_file) self.render_template_to_file( "AzEBusInline.tpl", template_kwargs, '{}.generated.inline'.format(input_file_name)) # Factory function - called from launcher def create_drivers(env): return [AZEBusInline_Driver(env)]
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Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 20 - expected ')' • Block at line 15 has no indented body • IndentationError at line 12 Fixes: • Add closing ')' bracket • Fix indentation to match Python syntax rules
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advanced
|
database
|
syntax_repair
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Pythoncode:Python
| 3
| 1
| 1,127
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#\n# All or portions of this file Copyright (c) Amazon.com, Inc. or its affiliates or\n# its licensors.\n#\n# For complete copyright and license terms please see the LICENSE at the root of this\n# distribution (the \"License\"). All use of this software is governed by the License,\n# or, if provided, by the license below or the license accompanying this file. Do not\n # remove or modify any license notices. This file is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n#\nimport os\n from az_code_gen.base import *\nfrom AzReflectionCpp import format_cpp_annotations\n\nclass AZEBusInline_Driver(TemplateDriver):\n\n def apply_transformations(self, json_object):\n format_cpp_annotations(json_object)\n\ndef render_templates(self, input_file, **template_kwar\n input_file_name, input_file_ext = os.path.splitext(input_file)\n self.render_template_to_file(\n \"AzEBusInline.tpl\", template_kwargs, '{}.generated.inline'.format(input_file_name))\n\n\n# Factory function - called from launcher\ndef create_drivers(env):\n return [AZEBusInline_Driver(env)]"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 20 - expected ')'\n \u2022 Block at line 15 has no indented body\n \u2022 IndentationError at line 12\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
811f8f9936b98c79ae19160b05e347adf2265632
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os from QUANTAXIS.QASetting import QALocalize #from QUANTAXIS_CRAWLY.run_selenium_alone import (read_east_money_page_zjlx_to_sqllite, open_chrome_driver, close_chrome_dirver) from QUANTAXIS_CRAWLY.run_selenium_alone import * import urllib import pandas as pd import time from QUANTAXIS.QAUtil import (DATABASE) ... [2 more functiondefs truncated] ...
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This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 369
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os\nfrom QUANTAXIS.QASetting import QALocalize\n#from QUANTAXIS_CRAWLY.run_selenium_alone import (read_east_money_page_zjlx_to_sqllite, open_chrome_driver, close_chrome_dirver)\nfrom QUANTAXIS_CRAWLY.run_selenium_alone import *\nimport urllib\nimport pandas as pd\nimport time\n\nfrom QUANTAXIS.QAUtil import (DATABASE)\n\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
812066ffbcb9013a2cc703f8d57626a63964c5af
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python import logging import sys from app import app as application def setup_flask_logging(): # Log to stdout handler = logging.StreamHandler(sys.stdout) # Log to a file #handler = logging.FileHandler('./application.log') handler.setLevel(logging.INFO) handler.setFormatter(logging.Formatter( '%(asctime)s [%(funcName)s] %(levelname)s: %(message)s ' )) application.logger.addHandler(handler) # Set default log level for the general logger # each handler can then restrict the messages logged application.logger.setLevel(logging.INFO) setup_flask_logging() if __name__ == '__main__': application.run() Error: IndentationError: unexpected indent
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Fixed Code: #!/usr/bin/env python import logging import sys from app import app as application def setup_flask_logging(): # Log to stdout handler = logging.StreamHandler(sys.stdout) # Log to a file #handler = logging.FileHandler('./application.log') handler.setLevel(logging.INFO) handler.setFormatter(logging.Formatter( '%(asctime)s [%(funcName)s] %(levelname)s: %(message)s ' )) application.logger.addHandler(handler) # Set default log level for the general logger # each handler can then restrict the messages logged Explanation: Fix indentation to match Python syntax rules
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intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 667
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\nimport logging\nimport sys\nfrom app import app as application\n\n\ndef setup_flask_logging():\n # Log to stdout\n handler = logging.StreamHandler(sys.stdout)\n # Log to a file\n #handler = logging.FileHandler('./application.log')\n handler.setLevel(logging.INFO)\n handler.setFormatter(logging.Formatter(\n '%(asctime)s [%(funcName)s] %(levelname)s: %(message)s '\n ))\n application.logger.addHandler(handler)\n\n\n# Set default log level for the general logger\n# each handler can then restrict the messages logged\napplication.logger.setLevel(logging.INFO)\nsetup_flask_logging()\n\n\nif __name__ == '__main__':\n application.run()\n\n\n Error: IndentationError: unexpected indent"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\nimport logging\nimport sys\nfrom app import app as application\n\n\ndef setup_flask_logging():\n # Log to stdout\n handler = logging.StreamHandler(sys.stdout)\n # Log to a file\n #handler = logging.FileHandler('./application.log')\n handler.setLevel(logging.INFO)\n handler.setFormatter(logging.Formatter(\n '%(asctime)s [%(funcName)s] %(levelname)s: %(message)s '\n ))\n application.logger.addHandler(handler)\n\n\n# Set default log level for the general logger\n# each handler can then restrict the messages logged\n\n Explanation: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
8120aa4d76824186b0ed660869921ca64f9eaede
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python from game.base.being import Being class Enemy(Being): def __init__(self, app, scene, **kwargs): super().__init__(app, scene, **kwargs self.friendly = False
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Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 8 - expected ')' • SyntaxError: '(' was never closed at line 8 Fix: Add missing ')' bracket at line 8
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intermediate
|
oop
|
error_detection
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Pythoncode:Python
| 1
| 1
| 201
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\nfrom game.base.being import Being\n\n\nclass Enemy(Being):\n def __init__(self, app, scene, **kwargs):\n super().__init__(app, scene, **kwargs\n self.friendly = False"}, {"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 8 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 8\n\n Fix: Add missing ')' bracket at line 8"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
8120c7633f5990d446bca4c8a9b2275a25f1de63
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.11.1 on 2017-06-25 15:10 from __future__ import unicode_literals from django.db import migrations class Migration(migrations.Migration): dependencies = [ ('rates', '0001_initial'), ] operations = [ migrations.RenameField( model_name='rate', old_name='euro_rate', new_name='eur_rate', ), migrations.RenameField( model_name='rate', old_name='pound_rates', new_name='gbp_rate', ), ]
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Classes: Migration This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 561
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.11.1 on 2017-06-25 15:10\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('rates', '0001_initial'),\n ]\n\n operations = [\n migrations.RenameField(\n model_name='rate',\n old_name='euro_rate',\n new_name='eur_rate',\n ),\n migrations.RenameField(\n model_name='rate',\n old_name='pound_rates',\n new_name='gbp_rate',\n ),\n ]"}, {"role": "assistant", "content": " Classes: Migration\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8120d71f9f5dd96debf5a9a973a1d872ce6a5597
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # coding: utf-8 """ Quetzal API Quetzal: an API to manage data files and their associated metadata. OpenAPI spec version: 0.5.0 Contact: support@quetz.al Generated by: https://openapi-generator.tech """ from setuptools import setup, find_packages # noqa: H301 NAME = "quetzal-openapi-client" VERSION = "0.5.0" # To install the library, run the following # # python setup.py install # # prerequisite: setuptools # http://pypi.python.org/pypi/setuptools REQUIRES = ["urllib3 >= 1.15", "six >= 1.10", "certifi", "python-dateutil"] setup( name=NAME, version=VERSION, description="Quetzal API auto-generated client", author='David Ojeda', author_email="support@quetz.al", url="https://github.com/quet.zal/quetzal-openapi-client", project_urls={ "Documentation": "https://quetzal-openapi-client.readthedocs.io", "Code": "https://github.com/quetz-al/quetzal-openapi-client", "Issue tracker": "https://github.com/quetz-al/quetzal-openapi-client/issues", }, license="BSD-3-Clause", keywords=["OpenAPI", "OpenAPI-Generator", "Quetzal API"], install_requires=REQUIRES, packages=find_packages(exclude=['test', 'docs']), namespace_packages=['quetzal'], include_package_data=True, long_description="""\ quetzal-openapi-client ====================== This is an auto-generated package using [openapi-generator](https://github.com/OpenAPITools/openapi-generator) from an OpenAPI specification of the Quetzal API. An improvement layer on this client exists in the quetzal-client package. Quetzal is an API to manage data files and their associated metadata. See more at [quetz.al](https://quetz.al) and its [readthedocs documentation](https://quetzal-api.readthedocs.io). """, long_description_content_type='text/markdown', classifiers=[ 'Development Status :: 4 - Beta', 'Intended Audience :: De
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 3 • Unclosed '(' at line 27 - expected ')' • Unclosed '[' at line 59 - expected ']' Fixes: • Add closing quote at line 3 • Add closing ')' bracket • Add closing ']' bracket
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,921
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# coding: utf-8\n\n\"\"\"\n Quetzal API\n\n Quetzal: an API to manage data files and their associated metadata.\n\n OpenAPI spec version: 0.5.0\n Contact: support@quetz.al\n Generated by: https://openapi-generator.tech\n\"\"\"\n\n\nfrom setuptools import setup, find_packages # noqa: H301\n\nNAME = \"quetzal-openapi-client\"\nVERSION = \"0.5.0\"\n# To install the library, run the following\n#\n# python setup.py install\n#\n# prerequisite: setuptools\n# http://pypi.python.org/pypi/setuptools\n\nREQUIRES = [\"urllib3 >= 1.15\", \"six >= 1.10\", \"certifi\", \"python-dateutil\"]\n\nsetup(\n name=NAME,\n version=VERSION,\n description=\"Quetzal API auto-generated client\",\n author='David Ojeda',\n author_email=\"support@quetz.al\",\n url=\"https://github.com/quet.zal/quetzal-openapi-client\",\n project_urls={\n \"Documentation\": \"https://quetzal-openapi-client.readthedocs.io\",\n \"Code\": \"https://github.com/quetz-al/quetzal-openapi-client\",\n \"Issue tracker\": \"https://github.com/quetz-al/quetzal-openapi-client/issues\",\n },\n license=\"BSD-3-Clause\",\n keywords=[\"OpenAPI\", \"OpenAPI-Generator\", \"Quetzal API\"],\n install_requires=REQUIRES,\n packages=find_packages(exclude=['test', 'docs']),\n namespace_packages=['quetzal'],\n include_package_data=True,\n long_description=\"\"\"\\\nquetzal-openapi-client\n======================\nThis is an auto-generated package using\n[openapi-generator](https://github.com/OpenAPITools/openapi-generator)\nfrom an OpenAPI specification of the Quetzal API.\nAn improvement layer on this client exists in the quetzal-client package.\n\nQuetzal is an API to manage data files and their associated metadata.\nSee more at [quetz.al](https://quetz.al) and its\n[readthedocs documentation](https://quetzal-api.readthedocs.io).\n\n \"\"\",\n long_description_content_type='text/markdown',\n classifiers=[\n 'Development Status :: 4 - Beta',\n 'Intended Audience :: De"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 3\n \u2022 Unclosed '(' at line 27 - expected ')'\n \u2022 Unclosed '[' at line 59 - expected ']'\n\n Fixes:\n \u2022 Add closing quote at line 3\n \u2022 Add closing ')' bracket\n \u2022 Add closing ']' bracket"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
8120ff16ad9dc50c24922ea0574196c48067cace
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # coding: utf-8 from __future__ import unicode_literals import re from .adobepass import AdobePassIE from ..compat import compat_str from ..utils import ( class TurnerBaseIE(AdobePassIE): _AKAMAI_SPE_TOKEN_CACHE = {} def _extract_timestamp(self, video_data): return int_or_none(xpath_attr(video_data, 'dateCreated', 'uts')) def _add_akamai_spe_token(self, tokenizer_src, video_url, content_id, ap_data, custom_tokenizer_query=None): secure_path = self._search_regex(r'https?://[^/]+(.+/)', video_url, 'secure path') + '*' token = self._AKAMAI_SPE_TOKEN_CACHE.get(secure_path) if not token: query = { 'path': secure_path, } if custom_tokenizer_query: query.update(custom_tokenizer_query) else: query['videoId'] = content_id if ap_data.get('au
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 26 • Unclosed '(' at line 8 - expected ')' • Unclosed '(' at line 26 - expected ')' Fixes: • Add closing quote at line 26 • Add closing ')' bracket • Add closing ')' bracket
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 2
| 1
| 897
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# coding: utf-8\nfrom __future__ import unicode_literals\n\nimport re\n\nfrom .adobepass import AdobePassIE\nfrom ..compat import compat_str\nfrom ..utils import (\nclass TurnerBaseIE(AdobePassIE):\n _AKAMAI_SPE_TOKEN_CACHE = {}\n\n def _extract_timestamp(self, video_data):\n return int_or_none(xpath_attr(video_data, 'dateCreated', 'uts'))\n\n def _add_akamai_spe_token(self, tokenizer_src, video_url, content_id, ap_data, custom_tokenizer_query=None):\n secure_path = self._search_regex(r'https?://[^/]+(.+/)', video_url, 'secure path') + '*'\n token = self._AKAMAI_SPE_TOKEN_CACHE.get(secure_path)\n if not token:\n query = {\n 'path': secure_path,\n }\n if custom_tokenizer_query:\n query.update(custom_tokenizer_query)\n else:\n query['videoId'] = content_id\n if ap_data.get('au"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 26\n \u2022 Unclosed '(' at line 8 - expected ')'\n \u2022 Unclosed '(' at line 26 - expected ')'\n\n Fixes:\n \u2022 Add closing quote at line 26\n \u2022 Add closing ')' bracket\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
81229a54be34a90af845ce0b0f142321ea5ad691
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from alpha_vantage.timeseries import TimeSeries from pprint import pprint import json import argparse def save_dataset(symbol='MSFT', time_window='daily_adj'): credentials = json.load(open('creds.json', 'r')) api_key = credentials['av_api_key'] print(symbol, time_window) ts = TimeSeries(key=api_key, output_format='pandas') if time_window == 'intraday': data, meta_data = ts.get_intraday( symbol=symbol, interval='1min', outputsize='full') elif time_window == 'daily': data, meta_data = ts.get_daily(symbol, outputsize='full') elif time_window == 'daily_adj': data, meta_data = ts.get_daily_adjusted(symbol, outputsize='full') pprint(data.head(10)) data.to_csv(f'./{symbol}_{time_window}.csv') if __name__ == "__main__": parser = argparse.ArgumentParser() parser.add_argument('symbol', type=str, help="the stock symbol you want to download") parser.add_argument('time_window', type=str, choices=[ 'intraday', 'daily', 'daily_adj'], help="the time period you want to download the stock history for") namespace = parser.parse_args() save_dataset(**vars(namespace))
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 💡 Suggestions: Add docstring to function 'save_dataset' Remove debug print() at line 10 before production Line 30 too long (125 chars) - break into multiple lines
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intermediate
|
api
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debugging
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Pythoncode:Python
| 1
| 0
| 1,188
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom alpha_vantage.timeseries import TimeSeries\nfrom pprint import pprint\nimport json\nimport argparse\n\n\ndef save_dataset(symbol='MSFT', time_window='daily_adj'):\n credentials = json.load(open('creds.json', 'r'))\n api_key = credentials['av_api_key']\n print(symbol, time_window)\n ts = TimeSeries(key=api_key, output_format='pandas')\n if time_window == 'intraday':\n data, meta_data = ts.get_intraday(\n symbol=symbol, interval='1min', outputsize='full')\n elif time_window == 'daily':\n data, meta_data = ts.get_daily(symbol, outputsize='full')\n elif time_window == 'daily_adj':\n data, meta_data = ts.get_daily_adjusted(symbol, outputsize='full')\n\n pprint(data.head(10))\n\n data.to_csv(f'./{symbol}_{time_window}.csv')\n\n\nif __name__ == \"__main__\":\n parser = argparse.ArgumentParser()\n\n parser.add_argument('symbol', type=str, help=\"the stock symbol you want to download\")\n parser.add_argument('time_window', type=str, choices=[\n 'intraday', 'daily', 'daily_adj'], help=\"the time period you want to download the stock history for\")\n\n namespace = parser.parse_args()\n save_dataset(**vars(namespace))"}, {"role": "assistant", "content": " Code analysis results:\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 12\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'save_dataset'\n Remove debug print() at line 10 before production\n Line 30 too long (125 chars) - break into multiple lines"}]
| false
| null | null | null |
81231c1bf7b40bb3a00ed96fce4e7257f1de32c5
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright The Cloud Custodian Authors. # SPDX-License-Identifier: Apache-2.0 import fnmatch from io import StringIO import json import os import shutil import zipfile import re from datetime import datetime, timedelta, tzinfo from distutils.util import strtobool import boto3 import placebo from botocore.response import StreamingBody from placebo import pill from c7n.testing import CustodianTestCore from .constants import ACCOUNT_ID # Custodian Test Account. This is used only for testing. # Access is available for community project maintainers. ########################################################################### # BEGIN PLACEBO MONKEY PATCH # # Placebo is effectively abandoned upstream, since mitch went back to work at AWS, irony... # These monkeypatch patches represent fixes on trunk of that repo that have not been released # into an extant version, we carry them here. We can drop this when this issue is resolved # # https://github.com/garnaat/placebo/issues/63 # # License - Apache 2.0 # Copyright (c) 2015 Mitch Garnaat class UTC(tzinfo): """UTC""" def utcoffset(self, dt): return timedelta(0) def tzname(self, dt): return "UTC" def dst(self, dt): return timedelta(0) utc = UTC() def deserialize(obj): """Convert JSON dicts back into objects.""" # Be careful of shallow copy here target = dict(obj) class_name = None if "__class__" in target: class_name = target.pop("__class__") if "__module__" in obj: obj.pop("__module__") # Use getattr(module, class_name) for custom types if needed if class_name == "datetime": return datetime(tzinfo=utc, **target) if class_name == "StreamingBody": return StringIO(target["body"]) # Return unrecognized structures as-is return obj ... [25 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 73: ... [25 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 61 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 66 Unexpected indentation at line 68 Unexpected indentation at line 69 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
testing
|
code_review
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Pythoncode:Python
| 4
| 1
| 1,875
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright The Cloud Custodian Authors.\n# SPDX-License-Identifier: Apache-2.0\nimport fnmatch\nfrom io import StringIO\nimport json\nimport os\nimport shutil\nimport zipfile\nimport re\nfrom datetime import datetime, timedelta, tzinfo\nfrom distutils.util import strtobool\n\nimport boto3\nimport placebo\nfrom botocore.response import StreamingBody\nfrom placebo import pill\n\nfrom c7n.testing import CustodianTestCore\nfrom .constants import ACCOUNT_ID\n\n# Custodian Test Account. This is used only for testing.\n# Access is available for community project maintainers.\n\n\n###########################################################################\n# BEGIN PLACEBO MONKEY PATCH\n#\n# Placebo is effectively abandoned upstream, since mitch went back to work at AWS, irony...\n# These monkeypatch patches represent fixes on trunk of that repo that have not been released\n# into an extant version, we carry them here. We can drop this when this issue is resolved\n#\n# https://github.com/garnaat/placebo/issues/63\n#\n# License - Apache 2.0\n# Copyright (c) 2015 Mitch Garnaat\n\n\nclass UTC(tzinfo):\n \"\"\"UTC\"\"\"\n\n def utcoffset(self, dt):\n return timedelta(0)\n\n def tzname(self, dt):\n return \"UTC\"\n\n def dst(self, dt):\n return timedelta(0)\n\n\nutc = UTC()\n\n\ndef deserialize(obj):\n \"\"\"Convert JSON dicts back into objects.\"\"\"\n # Be careful of shallow copy here\n target = dict(obj)\n class_name = None\n if \"__class__\" in target:\n class_name = target.pop(\"__class__\")\n if \"__module__\" in obj:\n obj.pop(\"__module__\")\n # Use getattr(module, class_name) for custom types if needed\n if class_name == \"datetime\":\n return datetime(tzinfo=utc, **target)\n if class_name == \"StreamingBody\":\n return StringIO(target[\"body\"])\n # Return unrecognized structures as-is\n return obj\n\n\n\n ... [25 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 73: ... [25 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\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 61\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 66\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
8123847da358e93698586a58b0a106958f59df07
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from __future__ import unicode_literals, division, absolute_import from builtins import * # noqa pylint: disable=unused-import, redefined-builtin import pytest from flexget.entry import Entry # TODO Add more standard tests ... [5 more classdefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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testing
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refactoring
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Pythoncode:Python
| 0
| 0
| 272
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom __future__ import unicode_literals, division, absolute_import\nfrom builtins import * # noqa pylint: disable=unused-import, redefined-builtin\n\nimport pytest\n\nfrom flexget.entry import Entry\n\n\n# TODO Add more standard tests\n\n ... [5 more classdefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8123d51391f52c37336172ab4d3305871857e10f
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # coding: utf-8 # Copyright (c) Pymatgen Development Team. # Distributed under the terms of the MIT License. def hkl_tuple_to_str(hkl): """ Prepare for display on plots "(hkl)" for surfaces Agrs: hkl: in the form of [h, k, l] or (h, k, l) """ str_format = '($' for x in hkl: if x < 0: str_format += '\\overline{' + str(-x) + '}' else: str_format += str(x) str_format += '$)' return str_format def get_tri_area(pts): """ Given a list of coords for 3 points, Compute the area of this triangle. Args: pts: [a, b, c] three points """ a, b, c = pts[0], pts[1], pts[2] v1 = np.array(b) - np.array(a) v2 = np.array(c) - np.array(a) area_tri = abs(sp.linalg.norm(sp.cross(v1, v2)) / 2) return area_tri class WulffFacet: """ Helper container for each Wulff plane. """ def __init__(self, normal, e_surf, normal_pt, dual_pt, index, m_ind_orig, miller): """ :param normal: :param e_surf: :param normal_pt: :param dual_pt: :param index: :param m_ind_orig: :param miller: """ self.normal = normal self.e_surf = e_surf self.normal_pt = normal_pt self.dual_pt = dual_pt self.index = index self.m_ind_orig = m_ind_orig self.miller = miller self.points = [] self.outer_lines = [] ... [22 more classdefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 6 Invalid syntax at line 65: ... [22 more classdefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 11 💡 Suggestions: Complete the expression on the last line Add closing quote at line 6 Review syntax near the error location
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advanced
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database
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debugging
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Pythoncode:Python
| 3
| 1
| 1,525
| false
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# coding: utf-8\n# Copyright (c) Pymatgen Development Team.\n# Distributed under the terms of the MIT License.\n\ndef hkl_tuple_to_str(hkl):\n \"\"\"\n Prepare for display on plots\n \"(hkl)\" for surfaces\n Agrs:\n hkl: in the form of [h, k, l] or (h, k, l)\n \"\"\"\n str_format = '($'\n for x in hkl:\n if x < 0:\n str_format += '\\\\overline{' + str(-x) + '}'\n else:\n str_format += str(x)\n str_format += '$)'\n return str_format\n\n\ndef get_tri_area(pts):\n \"\"\"\n Given a list of coords for 3 points,\n Compute the area of this triangle.\n\n Args:\n pts: [a, b, c] three points\n \"\"\"\n a, b, c = pts[0], pts[1], pts[2]\n v1 = np.array(b) - np.array(a)\n v2 = np.array(c) - np.array(a)\n area_tri = abs(sp.linalg.norm(sp.cross(v1, v2)) / 2)\n return area_tri\n\n\nclass WulffFacet:\n \"\"\"\n Helper container for each Wulff plane.\n \"\"\"\n\n def __init__(self, normal, e_surf, normal_pt, dual_pt, index, m_ind_orig,\n miller):\n \"\"\"\n :param normal:\n :param e_surf:\n :param normal_pt:\n :param dual_pt:\n :param index:\n :param m_ind_orig:\n :param miller:\n \"\"\"\n self.normal = normal\n self.e_surf = e_surf\n self.normal_pt = normal_pt\n self.dual_pt = dual_pt\n self.index = index\n self.m_ind_orig = m_ind_orig\n self.miller = miller\n self.points = []\n self.outer_lines = []\n\n\n\n ... [22 more classdefs 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 6\n Invalid syntax at line 65: ... [22 more classdefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 11\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 6\n Review syntax near the error location"}]
| false
| null | null | null |
8123dd148da3e7a93c319e5be784b12da6c27afd
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: class Any2Int: def __init__(self, min_count: int, include_UNK: bool, include_PAD: bool): self.min_count = min_count self.include_UNK = include_UNK self.include_PAD = include_PAD self.frozen = False self.UNK_i = -1 self.UNK_s = "<UNK>" self.PAD_i = -2 self.PAD_s = "<PAD>" self.voc_size = 0 self._s2i = dict() self._i2s = [] self.frequency = dict() def iter_item(self): return enumerate(self._i2s) def get_s2i(self, s, default: int): assert self.frozen i = self._s2i.get(s, -1) if i >= 0: return i elif self.include_UNK: return self.UNK_i else: return default def __getitem__(self, s): return self.s2i(s) def s2i(self, s): i = self.get_s2i(s, -1) if i >= 0: return i else: raise Exception(f"out of vocabulary entry {s}") def contains(self, s): return self.get_s2i(s, -1) != -1 def i2s(self, i): assert self.frozen if 0 <= i < self.voc_size: return self._i2s[i] else: raise Exception(f"not entry at position {i} for a vocabulary of size {self.voc_size}") def add_to_counts(self, s): assert not self.frozen self.frequency[s] = self.frequency.get(s, 0)+1 def freeze(self): assert not self.frozen if self.include_UNK: self.UNK_i = len(self._i2s) self._i2s.append(self.UNK_s) if self.include_PAD: self.PAD_i = len(self._i2s) self._i2s.append(self.PAD_s) for s, count in sorted(self.frequency.items(), key=lambda x: -x[1]): if count >= self.min_count: self._i2s.append(s) for i, s in enumerate(self._i2s): self._s2i[s] = i self.voc_size = len(self._i2s) self.frozen = True def __reduce__(self): return Any2Int, (2, self.include_UNK, self.include_PAD), (self.min_count, self.include_UNK, self.frozen, self.UNK_i, self.UNK_s, self.PAD_i, self.PAD_s, self.voc_size, self._s2i, self._i2s, self.frequency) def __setstate__(self, state): self.min_count = state[0] self.include_UNK = state[1] self.frozen = state[2] self.UNK_i = state[3] self.UNK_s = state[4] self.PAD_i = state[5] self.PAD_s = state[6] self.voc_size = state[7] self._s2i = state[8] self._i2s = state[9] self.frequency = state[10]
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
testing
|
refactoring
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Pythoncode:Python
| 11
| 1
| 2,721
| false
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\nclass Any2Int:\n\n def __init__(self, min_count: int, include_UNK: bool, include_PAD: bool):\n self.min_count = min_count\n self.include_UNK = include_UNK\n self.include_PAD = include_PAD\n self.frozen = False\n self.UNK_i = -1\n self.UNK_s = \"<UNK>\"\n self.PAD_i = -2\n self.PAD_s = \"<PAD>\"\n self.voc_size = 0\n self._s2i = dict()\n self._i2s = []\n self.frequency = dict()\n\n def iter_item(self):\n return enumerate(self._i2s)\n\n def get_s2i(self, s, default: int):\n assert self.frozen\n i = self._s2i.get(s, -1)\n if i >= 0:\n return i\n elif self.include_UNK:\n return self.UNK_i\n else:\n return default\n\n def __getitem__(self, s):\n return self.s2i(s)\n\n def s2i(self, s):\n i = self.get_s2i(s, -1)\n if i >= 0:\n return i\n else:\n raise Exception(f\"out of vocabulary entry {s}\")\n\n def contains(self, s):\n return self.get_s2i(s, -1) != -1\n\n def i2s(self, i):\n assert self.frozen\n if 0 <= i < self.voc_size:\n return self._i2s[i]\n else:\n raise Exception(f\"not entry at position {i} for a vocabulary of size {self.voc_size}\")\n\n def add_to_counts(self, s):\n assert not self.frozen\n self.frequency[s] = self.frequency.get(s, 0)+1\n\n def freeze(self):\n assert not self.frozen\n if self.include_UNK:\n self.UNK_i = len(self._i2s)\n self._i2s.append(self.UNK_s)\n if self.include_PAD:\n self.PAD_i = len(self._i2s)\n self._i2s.append(self.PAD_s)\n for s, count in sorted(self.frequency.items(), key=lambda x: -x[1]):\n if count >= self.min_count:\n self._i2s.append(s)\n for i, s in enumerate(self._i2s):\n self._s2i[s] = i\n self.voc_size = len(self._i2s)\n self.frozen = True\n\n def __reduce__(self):\n return Any2Int, (2, self.include_UNK, self.include_PAD), (self.min_count, self.include_UNK, self.frozen,\n self.UNK_i, self.UNK_s, self.PAD_i, self.PAD_s,\n self.voc_size, self._s2i, self._i2s, self.frequency)\n\n def __setstate__(self, state):\n self.min_count = state[0]\n self.include_UNK = state[1]\n self.frozen = state[2]\n self.UNK_i = state[3]\n self.UNK_s = state[4]\n self.PAD_i = state[5]\n self.PAD_s = state[6]\n self.voc_size = state[7]\n self._s2i = state[8]\n self._i2s = state[9]\n self.frequency = state[10]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8124c6b98bb9251fb25a500d047b7426b2a988cd
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from app import app from flask import Flask, request, jsonify, g import sqlite3 import os import json from random import randint from flask_jwt_extended import jwt_required import datetime from flask_mysqldb import MySQL def get_db(rom): db = getattr(g, '_database', None) if db is None: db = g._database = sqlite3.connect(rom) return db @app.teardown_appcontext def close_connection(exception): db = getattr(g, '_database', None) if db is not None: db.close() def check_value(value, type, rom): adj='' tm='' value=float(value) m = mysql.connection.cursor() sql = "SELECT adj, tmp FROM sensors WHERE rom=%s" m.execute(sql, [rom]) sensor=m.fetchall() for adj, tmp in sensor: tmp=float(tmp) adj=float(adj) msg=[] sql = "SELECT min, max, value1, value2, value3 FROM types WHERE type=%s" m.execute(sql, [type]) list=m.fetchall() msg.append("IN VALUE: %f" % value) msg.append(list) m.close() if adj: value=float(value)+(adj) msg.append("ADJ: %d" % value) for min, max, v1, v2, v3 in list: if (value>=float(min)) and (value<=float(max)): if(value==v1) or (value==v2) or (value==v3): msg.append("filter 2 back to previous %f" % tmp) value=tmp else: value=float(value) else: msg.append("filter 1 back to previous %f" % tmp) value=tmp msg.append("VALUE OUT: %f" % value) print(msg) return value def new_db(rom): rom = rom+'.sql' conn = sqlite3.connect(app.romdir+rom) c = conn.c ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: sql = "SELECT count() FROM sqlite_master WHERE type='table' AND name='def'" c.execute(sql) if c.fetchone()[0]==1: print ("Database %s exists" %rom) return True
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intermediate
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api
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incomplete_code
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Pythoncode:Python
| 5
| 0
| 1,530
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom app import app\nfrom flask import Flask, request, jsonify, g\nimport sqlite3\nimport os\nimport json\nfrom random import randint\nfrom flask_jwt_extended import jwt_required\nimport datetime\nfrom flask_mysqldb import MySQL\ndef get_db(rom):\n db = getattr(g, '_database', None)\n if db is None:\n db = g._database = sqlite3.connect(rom)\n return db\n\n@app.teardown_appcontext\ndef close_connection(exception):\n db = getattr(g, '_database', None)\n if db is not None:\n db.close()\n\ndef check_value(value, type, rom):\n adj=''\n tm=''\n value=float(value)\n m = mysql.connection.cursor()\n sql = \"SELECT adj, tmp FROM sensors WHERE rom=%s\"\n m.execute(sql, [rom])\n sensor=m.fetchall()\n for adj, tmp in sensor:\n tmp=float(tmp)\n adj=float(adj)\n msg=[]\n sql = \"SELECT min, max, value1, value2, value3 FROM types WHERE type=%s\"\n m.execute(sql, [type])\n list=m.fetchall()\n msg.append(\"IN VALUE: %f\" % value)\n msg.append(list)\n m.close()\n\n if adj:\n value=float(value)+(adj)\n msg.append(\"ADJ: %d\" % value)\n for min, max, v1, v2, v3 in list:\n if (value>=float(min)) and (value<=float(max)): \n if(value==v1) or (value==v2) or (value==v3):\n msg.append(\"filter 2 back to previous %f\" % tmp)\n value=tmp\n else:\n value=float(value)\n else:\n msg.append(\"filter 1 back to previous %f\" % tmp)\n value=tmp\n\n msg.append(\"VALUE OUT: %f\" % value)\n print(msg)\n return value\n\n\ndef new_db(rom):\n rom = rom+'.sql'\n conn = sqlite3.connect(app.romdir+rom)\n c = conn.c\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 sql = \"SELECT count() FROM sqlite_master WHERE type='table' AND name='def'\"\n c.execute(sql)\n if c.fetchone()[0]==1:\n print (\"Database %s exists\" %rom)\n return True"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
812522326c06afbf43f1bd6cee31bd8b7b273277
|
TheStack--python--000.parquet
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Debug this Pythoncode:Python code: from python_on_rails.either import as_either, Failure, Success @as_either(TypeError) def add_one(x): return x + 1 @as_either() def times_five(x): return x * 5 def test_success_executes_bindings(): result = Success(1).bind(add_one).bind(times_five) assert isinstance(result, Success) assert result.value == 10 def test_a_failure_stops_the_execution_of_later_bindings(): result = Success("NaN").bind(add_one).bind(times_five) assert isinstance(result, Failure) assert type(result.value) == TypeError assert repr(result.value) == "TypeError('can only concatenate str (not \"int\") to str')"
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 22 Unexpected indentation at line 23 💡 Suggestions: Add docstring to function 'test_a_failure_stops_the_execution_of_later_bindings'
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intermediate
|
testing
|
debugging
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Pythoncode:Python
| 4
| 0
| 632
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom python_on_rails.either import as_either, Failure, Success\n\n\n@as_either(TypeError)\ndef add_one(x):\n return x + 1\n\n\n@as_either()\ndef times_five(x):\n return x * 5\n\n\ndef test_success_executes_bindings():\n result = Success(1).bind(add_one).bind(times_five)\n assert isinstance(result, Success)\n assert result.value == 10\n\n\ndef test_a_failure_stops_the_execution_of_later_bindings():\n result = Success(\"NaN\").bind(add_one).bind(times_five)\n assert isinstance(result, Failure)\n assert type(result.value) == TypeError\n assert repr(result.value) == \"TypeError('can only concatenate str (not \\\"int\\\") to str')\""}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'test_a_failure_stops_the_execution_of_later_bindings'"}]
| false
| null | null | null |
812528562760727190e13a89643039e9938a674f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from django.db import models # Create your models here. # Station class Stations(models.Model): stationName = models.CharField(max_length=100) stationLocation = models.CharField(max_length=100) stationStaffId = models.CharField(max_length=100) date = models.DateTimeField(auto_now_add=True) def __str_(self): return self.stationName # Customers class Customers(models.Model): customerName = models.CharField(max_length=100) customerPhone = models.CharField(max_length=100) customerId = models.CharField(max_length=100) customerStartLoc = models.CharField(max_length=100) customerDestinationLoc = models.CharField(max_length=100) stationStaffId = models.CharField(max_length=100) date = models.DateTimeField(auto_now_add=True) def __str_(self): return self.customerName # Items class Items(models.Model): itemName = models.CharField(max_length=100) itemType = models.CharField(max_length=100) Quantity = models.CharField(max_length=100) originStation = models.CharField(max_length=100) originCounty = models.CharField(max_length=100) receiverName = models.CharField(max_length=100) receiverPhone = models.CharField(max_length=100) destinationAddress = models.CharField(max_length=100) destinationCounty = models.CharField(max_length=100) dateSend= models.CharField(max_length=100) dateExpected = models.CharField(max_length=100) def __str__(self): return self.itemName # Payments class Payments(models.Model): customerPhone = models.CharField(max_length=100) paymentAmount = models.CharField(max_length=100) paymentMeans = models.EmailField(max_length=100) code = models.CharField(max_length=100) date = models.DateTimeField(auto_now_add=True) def __str__(self): return self.customerPhone
|
Functions: __str_, __str_, __str__, __str__ Classes: Stations, Customers, Items This code demonstrates Pythoncode:Python programming.
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advanced
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machine_learning
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code_explanation
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Pythoncode:Python
| 4
| 4
| 1,943
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom django.db import models\n\n# Create your models here.\n# Station\nclass Stations(models.Model):\n stationName = models.CharField(max_length=100)\n stationLocation = models.CharField(max_length=100)\n stationStaffId = models.CharField(max_length=100)\n date = models.DateTimeField(auto_now_add=True)\n\n def __str_(self):\n return self.stationName\n\n# Customers\nclass Customers(models.Model):\n customerName = models.CharField(max_length=100)\n customerPhone = models.CharField(max_length=100)\n customerId = models.CharField(max_length=100)\n customerStartLoc = models.CharField(max_length=100)\n customerDestinationLoc = models.CharField(max_length=100)\n stationStaffId = models.CharField(max_length=100)\n date = models.DateTimeField(auto_now_add=True)\n\n def __str_(self):\n return self.customerName\n\n# Items\nclass Items(models.Model):\n itemName = models.CharField(max_length=100)\n itemType = models.CharField(max_length=100)\n Quantity = models.CharField(max_length=100)\n originStation = models.CharField(max_length=100)\n originCounty = models.CharField(max_length=100)\n receiverName = models.CharField(max_length=100)\n receiverPhone = models.CharField(max_length=100)\n destinationAddress = models.CharField(max_length=100)\n destinationCounty = models.CharField(max_length=100)\n dateSend= models.CharField(max_length=100)\n dateExpected = models.CharField(max_length=100)\n\n def __str__(self):\n return self.itemName\n\n# Payments\nclass Payments(models.Model):\n customerPhone = models.CharField(max_length=100)\n paymentAmount = models.CharField(max_length=100)\n paymentMeans = models.EmailField(max_length=100)\n code = models.CharField(max_length=100)\n date = models.DateTimeField(auto_now_add=True)\n\n def __str__(self):\n return self.customerPhone"}, {"role": "assistant", "content": " Functions: __str_, __str_, __str__, __str__\n Classes: Stations, Customers, Items\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
812594dced1920626bd6e5484a03e5c3aa5dda9e
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Test definitions for Lit, the LLVM test runner. # # This is reusing the LLVM Lit test runner in the interim until the new build # rules are upstreamed. # TODO(b/136126535): remove this custom rule. def _run_lit_test(name, test_file, data, size, tags, driver, features, exec_properties): """Runs lit on all tests it can find in `data` under tensorflow/compiler/mlir. Note that, due to Bazel's hermetic builds, lit only sees the tests that are included in the `data` parameter, regardless of what other tests might exist in the directory searched. Args: name: str, the name of the test, including extension. data: [str], the data input to the test. size: str, the size of the test. tags: [str], tags to attach to the test. driver: str, label of the driver shell script. Note: use of a custom driver is not currently supported and specifying a default driver will abort the tests. features: [str], list of extra features to enable. """ name_without_suffix = test_file[0].split('.')[0] local_test_files = name + ".test_files" filegroup( ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: srcs = native.glob([ "data/" + name_without_suffix + "*.mlir", ]), )
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intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 1,141
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Test definitions for Lit, the LLVM test runner.\n#\n# This is reusing the LLVM Lit test runner in the interim until the new build\n# rules are upstreamed.\n# TODO(b/136126535): remove this custom rule.\ndef _run_lit_test(name, test_file, data, size, tags, driver, features, exec_properties):\n \"\"\"Runs lit on all tests it can find in `data` under tensorflow/compiler/mlir.\n\n Note that, due to Bazel's hermetic builds, lit only sees the tests that\n are included in the `data` parameter, regardless of what other tests might\n exist in the directory searched.\n\n Args:\n name: str, the name of the test, including extension.\n data: [str], the data input to the test.\n size: str, the size of the test.\n tags: [str], tags to attach to the test.\n driver: str, label of the driver shell script.\n Note: use of a custom driver is not currently supported\n and specifying a default driver will abort the tests.\n features: [str], list of extra features to enable.\n \"\"\"\n\n name_without_suffix = test_file[0].split('.')[0]\n local_test_files = name + \".test_files\"\n\n filegroup(\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:\n srcs = native.glob([\n \"data/\" + name_without_suffix + \"*.mlir\",\n ]),\n )"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
81265c7215ed57cef680d0ec0a27f1c4d35a191a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """ These are functions to add to the configure context. """ def __checkCanLink(context, source, source_type, message_libname, real_libs=[]): """ Check that source can be successfully compiled and linked against real_libs. Keyword arguments: source -- source to try to compile source_type -- type of source file, (probably should be ".c") message_libname -- library name to show in the message output from scons real_libs -- list of actual libraries to link against (defaults to a list with one element, the value of messager_libname) """ if not real_libs: real_libs = [message_libname] context.Message("Checking for %s..." % message_libname) libsave = context.env.get('LIBS') context.env.AppendUnique(LIBS=real_libs) ret = context.TryLink(source, source_type) context.Result( ret ) if libsave is None: del(context.env['LIBS']) else: context.env['LIBS'] = libsave return ret libuuid_source = ''' #include <uuid/uuid.h> int main() { uuid_t uu; char uuid_str[37]; uuid_generate(uu); uuid_unparse(uu, uuid_str); return 0; } ''' def CheckLibUUID(context): return __checkCanLink(context, libuuid_source, ".c", "libuuid", ["uuid"]) selinux_source = ''' #include <selinux/selinux.h> int main() { security_context_t ctx; getpeercon(0, &ctx); return 0; } ''' def CheckSeLinux(context): return __checkCanLink(context, selinux_source, '.cpp', 'selinux', ['selinux'])
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 1 • Mutable default argument in function '__checkCanLink' - use None instead Fix: Complete the truncated code structure
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intermediate
|
ui
|
error_detection
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Pythoncode:Python
| 5
| 0
| 1,400
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\nThese are functions to add to the configure context.\n\"\"\"\n\ndef __checkCanLink(context, source, source_type, message_libname, real_libs=[]):\n\t\"\"\"\n\tCheck that source can be successfully compiled and linked against real_libs.\n\n\tKeyword arguments:\n\tsource -- source to try to compile\n\tsource_type -- type of source file, (probably should be \".c\")\n\tmessage_libname -- library name to show in the message output from scons\n\treal_libs -- list of actual libraries to link against (defaults to a list\n\t\t\t\t with one element, the value of messager_libname)\n\t\"\"\"\n\tif not real_libs:\n\t\treal_libs = [message_libname]\n\n\tcontext.Message(\"Checking for %s...\" % message_libname)\n\tlibsave = context.env.get('LIBS')\n\tcontext.env.AppendUnique(LIBS=real_libs)\n\tret = context.TryLink(source, source_type)\n\tcontext.Result( ret )\n\tif libsave is None:\n\t\tdel(context.env['LIBS'])\n\telse:\n\t\tcontext.env['LIBS'] = libsave\n\treturn ret\n\n\n\nlibuuid_source = '''\n#include <uuid/uuid.h>\nint main() {\n\tuuid_t uu;\n\tchar uuid_str[37];\n\tuuid_generate(uu);\n\tuuid_unparse(uu, uuid_str);\n\treturn 0;\n}\n'''\ndef CheckLibUUID(context):\n\treturn __checkCanLink(context, libuuid_source, \".c\", \"libuuid\", [\"uuid\"])\n\nselinux_source = '''\n#include <selinux/selinux.h>\nint main() {\n\tsecurity_context_t ctx;\n\tgetpeercon(0, &ctx);\n\treturn 0;\n}\n'''\ndef CheckSeLinux(context):\n\treturn __checkCanLink(context, selinux_source, '.cpp', 'selinux', ['selinux'])"}, {"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 1\n \u2022 Mutable default argument in function '__checkCanLink' - use None instead\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
812723d2076c258aebc37a64fed06e3f495c2735
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # coding=utf-8 # Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team. # Copyright (c) 2018, NVIDIA CORPORATION. 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 convert_tf_weight_name_to_pt_weight_name(tf_name, start_prefix_to_remove=""): """ Convert a TF 2.0 model variable name in a pytorch model weight name. Conventions for TF2.0 scopes -> PyTorch attribute names conversions: - '$1___$2' is replaced by $2 (can be used to duplicate or remove layers in TF2.0 vs PyTorch) - '_._' is replaced by a new level separation (can be used to convert TF2.0 lists in PyTorch nn.ModulesList) return tuple with: - pytorch model weight name - transpose: boolean indicating weither TF2.0 and PyTorch weights matrices are transposed with regards to each other """ tf_name = tf_name.replace(":0", "") # device ids tf_name = re.sub( r"/[^/]*___([^/]*)/", r"/\1/", tf_name ) # '$1___$2' is replaced by $2 (can be used to duplicate or remove layers in TF2.0 vs PyTorch) tf_name = tf_name.replace( "_._", "/" ) # '_._' is replaced by a level separation (can be used to convert TF2.0 lists in PyTorch nn.ModulesList) tf_name = re.sub(r"//+", "/", tf_name) # Remove empty levels at the end tf_name = tf_name.split("/") # Convert from TF2.0 '/' separators to PyTorch '.' separators tf_name = tf_name[1:] # Remove level zero # When should we transpose the weights transpose = bool(tf_name[-1] == "kernel" or "emb_projs" in tf_name or "out_projs" in tf_name) # Convert standard TF2.0 names in PyTorch names if tf_name[-1] == "kernel" or tf_name[-1] == "embeddings" or tf_name[-1] == "gamma" tf_name[-1] = "weight" if tf_name[-1] == "beta": tf_name[-1] = "bias" # Remove prefix if neede tf_name = ".".join(tf_name) if start_prefix_to_remove: tf_name = tf_name.replace(start_prefix_to_remove, "", 1) return tf_name, transpose ##################### # PyTorch => TF 2.0 # ##################### ... [6 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 17 • SyntaxError: expected ':' at line 42 Fixes: • Complete the expression on the last line • Add closing quote at line 17 • Review code syntax
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intermediate
|
api
|
syntax_repair
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Pythoncode:Python
| 1
| 0
| 2,655
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.\n# Copyright (c) 2018, NVIDIA CORPORATION. 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 convert_tf_weight_name_to_pt_weight_name(tf_name, start_prefix_to_remove=\"\"):\n \"\"\" Convert a TF 2.0 model variable name in a pytorch model weight name.\n\n Conventions for TF2.0 scopes -> PyTorch attribute names conversions:\n - '$1___$2' is replaced by $2 (can be used to duplicate or remove layers in TF2.0 vs PyTorch)\n - '_._' is replaced by a new level separation (can be used to convert TF2.0 lists in PyTorch nn.ModulesList)\n\n return tuple with:\n - pytorch model weight name\n - transpose: boolean indicating weither TF2.0 and PyTorch weights matrices are transposed with regards to each other\n \"\"\"\n tf_name = tf_name.replace(\":0\", \"\") # device ids\n tf_name = re.sub(\n r\"/[^/]*___([^/]*)/\", r\"/\\1/\", tf_name\n ) # '$1___$2' is replaced by $2 (can be used to duplicate or remove layers in TF2.0 vs PyTorch)\n tf_name = tf_name.replace(\n \"_._\", \"/\"\n ) # '_._' is replaced by a level separation (can be used to convert TF2.0 lists in PyTorch nn.ModulesList)\n tf_name = re.sub(r\"//+\", \"/\", tf_name) # Remove empty levels at the end\n tf_name = tf_name.split(\"/\") # Convert from TF2.0 '/' separators to PyTorch '.' separators\n tf_name = tf_name[1:] # Remove level zero\n\n # When should we transpose the weights\n transpose = bool(tf_name[-1] == \"kernel\" or \"emb_projs\" in tf_name or \"out_projs\" in tf_name)\n\n # Convert standard TF2.0 names in PyTorch names\nif tf_name[-1] == \"kernel\" or tf_name[-1] == \"embeddings\" or tf_name[-1] == \"gamma\"\n tf_name[-1] = \"weight\"\n if tf_name[-1] == \"beta\":\n tf_name[-1] = \"bias\"\n\n# Remove prefix if neede\n tf_name = \".\".join(tf_name)\n if start_prefix_to_remove:\n tf_name = tf_name.replace(start_prefix_to_remove, \"\", 1)\n\n return tf_name, transpose\n\n\n#####################\n# PyTorch => TF 2.0 #\n#####################\n\n\n\n ... [6 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 Unterminated string literal at line 17\n \u2022 SyntaxError: expected ':' at line 42\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 17\n \u2022 Review code syntax"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
81290326c9beb0af3fd98f2bdd52b65974d13cd3
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import os from timeit import default_timer as timer import unittest import pytest from decorator import decorator from hail.utils.java import Env import hail as hl from hail.backend.local_backend import LocalBackend def startTestHailContext(): global _initialized if not _initialized: backend_name = os.environ.get('HAIL_QUERY_BACKEND', 'spark') if backend_name = 'spark': hl.init(master='local[1]', min_block_size=0, quiet=True) else: Env.hc() # force initialization _initialized = True def stopTestHailContext(): pass _test_dir = os.environ.get('HAIL_TEST_RESOURCES_DIR', '../src/test/resources') _doctest_dir = os.environ.get('HAIL_DOCTEST_DATA_DIR', 'hail/docs/data') def resource(filename): return os.path.join(_test_dir, filename) def doctest_resource(filename): return os.path.join(_doctest_dir, filename) def schema_eq(x, y): x_fds = dict(x) y_fds = dict(y) return x_fds == y_fds def convert_struct_to_dict(x): if isinstance(x, hl.Struct): return {k: convert_struct_to_dict(v) for k, v in x._fields.items()} elif isinstance(x, list): return [convert_struct_to_dict(elt) for elt in x] elif isinstance(x, tuple): return tuple([convert_struct_to_dict(elt) for elt in x]) elif isinstance(x, dict): return {k: convert_struct_to_dict(v) for k, v in x.items()} else: return x _dataset = None def get_dataset(): global _dataset if _dataset is None: _dataset = hl.split_multi_hts(hl.import_vcf(resource('sample.vcf'))).cache() return _dataset def assert_time(f, max_duration): start = timer() x = f() end = timer() assert (start - end) < max_duration print(f'took {end - start:.3f}') return x def create_all_values(): return hl.struct( f32=hl.float32(3.14), i64=hl.int64(-9), m=hl.null(hl.tfloat64), astruct=hl.struct(a=hl.null(hl.tint32), b=5.5), mstruct=hl.null(hl.tstruct(x=hl.tint32, y=hl.tstr)), aset=hl.set(['foo', 'bar', 'baz']), mset=hl.null(hl.tset(hl.tfloat64)), d=hl.dict({hl.array(['a', 'b']): 0.5, hl.array(['x', hl.null(hl.tstr), 'z']): 0.3}), md=hl.null(hl.tdict(hl.tint32, hl.tstr)), h38=hl.locus('chr22', 33878978, 'GRCh38'), ml=hl.null(hl.tlocus('GRCh37')), i=hl.interval( hl.locus('1', 999), hl.locus('1', 1001)), c=hl.call(0, 1), mc=hl.null(hl.tcall), t=hl.tuple([hl.call(1, 2, phased=True), 'foo', hl.null(hl.tstr)]), mt=hl.null(hl.ttuple(hl.tlocus('GRCh37'), hl.tbool)), nd=hl.nd.arange(0, 10).reshape((2, 5)), ) def prefix_struct(s, prefix): return hl.struct(**{prefix + k: s[k] for k in s}) ... [11 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Assignment instead of comparison Severity: CRITICAL Location: Line 15 Buggy code: if backend_name = 'spark': Should be: if backend_name == 'spark': Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
testing
|
logical_errors
|
Pythoncode:Python
| 10
| 0
| 2,848
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport os\nfrom timeit import default_timer as timer\nimport unittest\nimport pytest\nfrom decorator import decorator\n\nfrom hail.utils.java import Env\nimport hail as hl\nfrom hail.backend.local_backend import LocalBackend\n\ndef startTestHailContext():\n global _initialized\n if not _initialized:\n backend_name = os.environ.get('HAIL_QUERY_BACKEND', 'spark')\n if backend_name = 'spark':\n hl.init(master='local[1]', min_block_size=0, quiet=True)\n else:\n Env.hc() # force initialization\n _initialized = True\n\n\ndef stopTestHailContext():\n pass\n\n_test_dir = os.environ.get('HAIL_TEST_RESOURCES_DIR', '../src/test/resources')\n_doctest_dir = os.environ.get('HAIL_DOCTEST_DATA_DIR', 'hail/docs/data')\n\n\ndef resource(filename):\n return os.path.join(_test_dir, filename)\n\n\ndef doctest_resource(filename):\n return os.path.join(_doctest_dir, filename)\n\n\ndef schema_eq(x, y):\n x_fds = dict(x)\n y_fds = dict(y)\n return x_fds == y_fds\n\n\ndef convert_struct_to_dict(x):\n if isinstance(x, hl.Struct):\n return {k: convert_struct_to_dict(v) for k, v in x._fields.items()}\n elif isinstance(x, list):\n return [convert_struct_to_dict(elt) for elt in x]\n elif isinstance(x, tuple):\n return tuple([convert_struct_to_dict(elt) for elt in x])\n elif isinstance(x, dict):\n return {k: convert_struct_to_dict(v) for k, v in x.items()}\n else:\n return x\n\n\n_dataset = None\n\n\ndef get_dataset():\n global _dataset\n if _dataset is None:\n _dataset = hl.split_multi_hts(hl.import_vcf(resource('sample.vcf'))).cache()\n return _dataset\n\ndef assert_time(f, max_duration):\n start = timer()\n x = f()\n end = timer()\n assert (start - end) < max_duration\n print(f'took {end - start:.3f}')\n return x\n\ndef create_all_values():\n return hl.struct(\n f32=hl.float32(3.14),\n i64=hl.int64(-9),\n m=hl.null(hl.tfloat64),\n astruct=hl.struct(a=hl.null(hl.tint32), b=5.5),\n mstruct=hl.null(hl.tstruct(x=hl.tint32, y=hl.tstr)),\n aset=hl.set(['foo', 'bar', 'baz']),\n mset=hl.null(hl.tset(hl.tfloat64)),\n d=hl.dict({hl.array(['a', 'b']): 0.5, hl.array(['x', hl.null(hl.tstr), 'z']): 0.3}),\n md=hl.null(hl.tdict(hl.tint32, hl.tstr)),\n h38=hl.locus('chr22', 33878978, 'GRCh38'),\n ml=hl.null(hl.tlocus('GRCh37')),\n i=hl.interval(\n hl.locus('1', 999),\n hl.locus('1', 1001)),\n c=hl.call(0, 1),\n mc=hl.null(hl.tcall),\n t=hl.tuple([hl.call(1, 2, phased=True), 'foo', hl.null(hl.tstr)]),\n mt=hl.null(hl.ttuple(hl.tlocus('GRCh37'), hl.tbool)),\n nd=hl.nd.arange(0, 10).reshape((2, 5)),\n )\n\ndef prefix_struct(s, prefix):\n return hl.struct(**{prefix + k: s[k] for k in s})\n\n\n ... [11 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Assignment instead of comparison\n Severity: CRITICAL\n\n Location: Line 15\n\n Buggy code:\n if backend_name = 'spark':\n\n Should be:\n if backend_name == 'spark':\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
81292f7ed0f85cfcaaa5e1e9abfd5ae7b048469d
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: """ Modifications copyright (C) 2020 Michael Strobl """ import time import tensorflow as tf import numpy as np from entity_linker.models.base import Model class LabelingModel(Model): """Unsupervised Clustering using Discrete-State VAE""" def __init__(self, batch_size, num_labels, context_encoded_dim, true_entity_embeddings, word_embed_dim, context_encoded, mention_embed, scope_name, device): self.batch_size = batch_size self.num_labels = num_labels self.word_embed_dim = word_embed_dim with tf.variable_scope(scope_name) as s, tf.device(device) as d: if mention_embed == None: self.label_weights = tf.get_variable( name="label_weights", shape=[context_encoded_dim, num_labels], initializer=tf.random_normal_initializer(mean=0.0, stddev=1.0/(100.0))) else: context_encoded = tf.concat( # Complete this line self.label_weights = tf.get_variable( name="label_weights", shape=[context_encoded_dim+word_embed_dim, num_labels], initializer=tf.random_normal_initializer(mean=0.0, stddev=1.0/(100.0))) # [B, L] self.label_scores = tf.matmul(context_encoded, self.label_weights) self.label_probs = tf.sigmoid(self.label_scores) ### PREDICT TYPES FROM ENTITIES #true_entity_embeddings = tf.nn.dropout(true_entity_embeddings, keep_prob=0.5) self.entity_label_scores = tf.matmul(true_entity_embeddings, self.label_weights) self.entity_label_probs = tf.sigmoid(self.label_scores) def loss_graph(self, true_label_ids, scope_name, device_gpu): with tf.variable_scope(scope_name) as s, tf.device(device_gpu) as d: # [B, L] self.cross_entropy_losses = tf.nn.sigmoid_cross_entropy_with_logits( logits=self.label_scores, targets=true_label_ids, name="labeling_loss") self.labeling_loss = tf.reduce_sum( self.cross_entropy_losses) / tf.to_float(self.batch_size) self.enlabel_cross_entropy_losses = tf.nn.sigmoid_cross_entropy_with_logits( logits=self.entity_label_scores, targets=true_label_ids, name="entity_labeling_loss") self.entity_labeling_loss = tf.reduce_sum( self.enlabel_cross_entropy_losses) / tf.to_float(self.batch_size)
|
The missing line is: 1, [context_encoded, mention_embed], name='con_ment_repr')
|
advanced
|
database
|
fill_in_the_blank
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Pythoncode:Python
| 2
| 1
| 2,728
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"\nModifications copyright (C) 2020 Michael Strobl\n\"\"\"\n\nimport time\nimport tensorflow as tf\nimport numpy as np\n\nfrom entity_linker.models.base import Model\n\nclass LabelingModel(Model):\n \"\"\"Unsupervised Clustering using Discrete-State VAE\"\"\"\n\n def __init__(self, batch_size, num_labels, context_encoded_dim,\n true_entity_embeddings,\n word_embed_dim, context_encoded, mention_embed, scope_name, device):\n\n self.batch_size = batch_size\n self.num_labels = num_labels\n self.word_embed_dim = word_embed_dim\n\n with tf.variable_scope(scope_name) as s, tf.device(device) as d:\n if mention_embed == None:\n self.label_weights = tf.get_variable(\n name=\"label_weights\",\n shape=[context_encoded_dim, num_labels],\n initializer=tf.random_normal_initializer(mean=0.0,\n stddev=1.0/(100.0)))\n else:\n context_encoded = tf.concat(\n # Complete this line\n self.label_weights = tf.get_variable(\n name=\"label_weights\",\n shape=[context_encoded_dim+word_embed_dim, num_labels],\n initializer=tf.random_normal_initializer(mean=0.0,\n stddev=1.0/(100.0)))\n\n # [B, L]\n self.label_scores = tf.matmul(context_encoded, self.label_weights)\n self.label_probs = tf.sigmoid(self.label_scores)\n\n ### PREDICT TYPES FROM ENTITIES\n #true_entity_embeddings = tf.nn.dropout(true_entity_embeddings, keep_prob=0.5)\n self.entity_label_scores = tf.matmul(true_entity_embeddings, self.label_weights)\n self.entity_label_probs = tf.sigmoid(self.label_scores)\n\n\n def loss_graph(self, true_label_ids, scope_name, device_gpu):\n with tf.variable_scope(scope_name) as s, tf.device(device_gpu) as d:\n # [B, L]\n self.cross_entropy_losses = tf.nn.sigmoid_cross_entropy_with_logits(\n logits=self.label_scores,\n targets=true_label_ids,\n name=\"labeling_loss\")\n\n self.labeling_loss = tf.reduce_sum(\n self.cross_entropy_losses) / tf.to_float(self.batch_size)\n\n\n self.enlabel_cross_entropy_losses = tf.nn.sigmoid_cross_entropy_with_logits(\n logits=self.entity_label_scores,\n targets=true_label_ids,\n name=\"entity_labeling_loss\")\n\n self.entity_labeling_loss = tf.reduce_sum(\n self.enlabel_cross_entropy_losses) / tf.to_float(self.batch_size)"}, {"role": "assistant", "content": "The missing line is:\n 1, [context_encoded, mention_embed], name='con_ment_repr')"}]
| false
| null | null | null |
812941051eea955290efb0cfdb0e29b4664e5ad1
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python import sys import parmed as pmd import numpy as np from scipy.spatial import distance if len(sys.argv) < 2: print "Usage: molecular_diameter.py <mymolecule.mol2>" exit(1) mol = pmd.load_file(sys.argv[1]) crds = mol.coordinates dist = distance.cdist(crds, crds, 'euclidean') print np.max(dist) exit(0)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 329
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport sys\nimport parmed as pmd\nimport numpy as np\nfrom scipy.spatial import distance\n\nif len(sys.argv) < 2:\n\tprint \"Usage: molecular_diameter.py <mymolecule.mol2>\"\n\texit(1)\n\nmol = pmd.load_file(sys.argv[1])\ncrds = mol.coordinates\n\ndist = distance.cdist(crds, crds, 'euclidean')\nprint np.max(dist)\nexit(0)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8129c2d37ff5ea88cc0452e98c6e15446ea19cc4
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import sys import pandas as pd from simpletransformers.classification import ClassificationModel prefix = "data/" train_df = pd.read_csv(prefix + "train.csv", header=None) train_df.head() eval_df = pd.read_csv(prefix + "test.csv", header=None) eval_df.head() train_df[0] = (train_df[0] == 2).astype(int) eval_df[0] = (eval_df[0] == 2).astype(int) train_df = pd.DataFrame( {"text": train_df[1].replace(r"\n", " ", regex=True), "labels": train_df[0]} ) print(train_df.head()) eval_df = pd.DataFrame( {"text": eval_df[1].replace(r"\n", " ", regex=True), "labels": eval_df[0]} ) print(eval_df.head()) model_type = sys.argv[1] if model_type == "bert": model_name = "bert-base-cased" elif model_type == "roberta": model_name = "roberta-base" elif model_type == "distilbert": model_name = "distilbert-base-cased" elif model_type == "distilroberta": model_type = "roberta" model_name = "distilroberta-base" elif model_type == "electra-base": model_type = "electra" model_name = "google/electra-base-discriminator" elif model_type == "electra-small": model_type = "electra" model_name = "google/electra-small-discriminator" Error: SyntaxError / EOF
|
Fixed Code: import sys import pandas as pd from simpletransformers.classification import ClassificationModel prefix = "data/" train_df = pd.read_csv(prefix + "train.csv", header=None) train_df.head() eval_df = pd.read_csv(prefix + "test.csv", header=None) eval_df.head() train_df[0] = (train_df[0] == 2).astype(int) eval_df[0] = (eval_df[0] == 2).astype(int) train_df = pd.DataFrame( {"text": train_df[1].replace(r"\n", " ", regex=True), "labels": train_df[0]} ) Explanation: Complete the truncated code structure
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intermediate
|
testing
|
error_fixing
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Pythoncode:Python
| 0
| 0
| 1,176
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport sys\n\nimport pandas as pd\n\nfrom simpletransformers.classification import ClassificationModel\n\nprefix = \"data/\"\n\ntrain_df = pd.read_csv(prefix + \"train.csv\", header=None)\ntrain_df.head()\n\neval_df = pd.read_csv(prefix + \"test.csv\", header=None)\neval_df.head()\n\ntrain_df[0] = (train_df[0] == 2).astype(int)\neval_df[0] = (eval_df[0] == 2).astype(int)\n\ntrain_df = pd.DataFrame(\n {\"text\": train_df[1].replace(r\"\\n\", \" \", regex=True), \"labels\": train_df[0]}\n)\n\nprint(train_df.head())\n\neval_df = pd.DataFrame(\n {\"text\": eval_df[1].replace(r\"\\n\", \" \", regex=True), \"labels\": eval_df[0]}\n)\n\nprint(eval_df.head())\n\n\nmodel_type = sys.argv[1]\n\nif model_type == \"bert\":\n model_name = \"bert-base-cased\"\n\nelif model_type == \"roberta\":\n model_name = \"roberta-base\"\n\nelif model_type == \"distilbert\":\n model_name = \"distilbert-base-cased\"\n\nelif model_type == \"distilroberta\":\n model_type = \"roberta\"\n model_name = \"distilroberta-base\"\n\nelif model_type == \"electra-base\":\n model_type = \"electra\"\n model_name = \"google/electra-base-discriminator\"\n\nelif model_type == \"electra-small\":\n model_type = \"electra\"\n model_name = \"google/electra-small-discriminator\"\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport sys\n\nimport pandas as pd\n\nfrom simpletransformers.classification import ClassificationModel\n\nprefix = \"data/\"\n\ntrain_df = pd.read_csv(prefix + \"train.csv\", header=None)\ntrain_df.head()\n\neval_df = pd.read_csv(prefix + \"test.csv\", header=None)\neval_df.head()\n\ntrain_df[0] = (train_df[0] == 2).astype(int)\neval_df[0] = (eval_df[0] == 2).astype(int)\n\ntrain_df = pd.DataFrame(\n {\"text\": train_df[1].replace(r\"\\n\", \" \", regex=True), \"labels\": train_df[0]}\n)\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
812a80140e19ea007dd9ab25b6b57d63cc6eb659
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import networkx as nx import os.path def load_graph(path, weighted=False, delimiter='\t', self_loop=False): graph = nx.Graph() if not os.path.isfile(path): print("Error: file " + path + " not found!") exit(-1) with open(path) as file: for line in file.readlines(): w = 1.0 line = line.split(delimiter) v1 = int(line[0]) v2 = int(line[1]) graph.add_node(v1) graph.add_node(v2) if weighted: w = float(line[2]) if (self_loop and v1 == v2) or (v1 != v2): graph.add_edge(v1, v2, weight=w) return graph def load_graph_uncertain(path, delimiter='\t', self_loop=False): graph = nx.Graph() if not os.path.isfile(path): print("Error: file " + path + " not found!") exit(-1) with open(path) as file: for line in file.readlines(): line = line.split(delimiter) v1 = int(line[0]) v2 = int(line[1]) graph.add_node(v1) graph.add_node(v2) w = float(line[2]) p = float(line[3]) if (self_loop and v1 == v2) or (v1 != v2): graph.add_edge(v1, v2, weight=w, prob=p) return graph
|
Functions: load_graph, load_graph_uncertain This code demonstrates Pythoncode:Python programming.
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intermediate
|
machine_learning
|
code_explanation
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Pythoncode:Python
| 2
| 0
| 1,049
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport networkx as nx\nimport os.path\n\n\ndef load_graph(path, weighted=False, delimiter='\\t', self_loop=False):\n\tgraph = nx.Graph()\n\tif not os.path.isfile(path):\n\t\tprint(\"Error: file \" + path + \" not found!\")\n\t\texit(-1)\n\n\twith open(path) as file:\n\t\tfor line in file.readlines():\n\t\t\tw = 1.0\n\t\t\tline = line.split(delimiter)\n\t\t\tv1 = int(line[0])\n\t\t\tv2 = int(line[1])\n\t\t\tgraph.add_node(v1)\n\t\t\tgraph.add_node(v2)\n\n\t\t\tif weighted:\n\t\t\t\tw = float(line[2])\n\n\t\t\tif (self_loop and v1 == v2) or (v1 != v2):\n\t\t\t\tgraph.add_edge(v1, v2, weight=w)\n\n\treturn graph\n\n\ndef load_graph_uncertain(path, delimiter='\\t', self_loop=False):\n\tgraph = nx.Graph()\n\tif not os.path.isfile(path):\n\t\tprint(\"Error: file \" + path + \" not found!\")\n\t\texit(-1)\n\n\twith open(path) as file:\n\t\tfor line in file.readlines():\n\t\t\tline = line.split(delimiter)\n\t\t\tv1 = int(line[0])\n\t\t\tv2 = int(line[1])\n\t\t\tgraph.add_node(v1)\n\t\t\tgraph.add_node(v2)\n\n\t\t\tw = float(line[2])\n\t\t\tp = float(line[3])\n\n\t\t\tif (self_loop and v1 == v2) or (v1 != v2):\n\t\t\t\tgraph.add_edge(v1, v2, weight=w, prob=p)\n\n\treturn graph"}, {"role": "assistant", "content": " Functions: load_graph, load_graph_uncertain\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
812b4e30304f24bb277705592e38799b83099f91
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import logging import uuid from django.db import models from django.urls import reverse from django.utils.encoding import force_text from django.utils.translation import ugettext_lazy as _ from model_utils.managers import InheritanceManager from mayan.apps.django_gpg.exceptions import VerificationError from mayan.apps.django_gpg.models import Key from mayan.apps.documents.models import DocumentVersion from mayan.apps.storage.classes import DefinedStorageLazy from .literals import STORAGE_NAME_DOCUMENT_SIGNATURES_DETACHED_SIGNATURE from .managers import DetachedSignatureManager, EmbeddedSignatureManager def upload_to(*args, **kwargs): return force_text(s=uuid.uuid4()) class SignatureBaseModel(models.Model): """ Fields: * key_id - Key Identifier - This is what identifies uniquely a key. Not two keys in the world have the same Key ID. The Key ID is also used to locate a key in the key servers: http://pgp.mit.edu * signature_id - Signature ID - Every time a key is used to sign something it will generate a unique signature ID. No two signature IDs are the same, even when using the same key. """ document_version = models.ForeignKey( editable=False, on_delete=models.CASCADE, related_name='signatures', to=DocumentVersion, verbose_name=_('Document version') ) # Basic fields date = models.DateField( blank=True, editable=False, null=True, verbose_name=_('Date signed') ) key_id = models.CharField( help_text=_('ID of the key that will be used to sign the document.'), max_length=40, verbose_name=_('Key ID') ) # With proper key signature_id = models.CharField( blank=True, editable=False, null=True, max_length=64, verbose_name=_('Signature ID') ) public_key_fingerprint = models.CharField( blank=True, editable=False, null=True, max_length=40, verbose_name=_('Public key fingerprint') ) objects = InheritanceManager() class Meta: ordering = ('pk',) verbose_name = _('Document version signature') verbose_name_plural = _('Document version signatures') def __str__(self): return self.signature_id and '{} - {}'.format(self.date, self.key_id) def get_absolute_url(self): return reverse( viewname='signatures:document_version_signature_details', kwargs={'signature_id': self.pk} ) def get_key_id(self): if self.public_key_fingerprint: return self.public_key_fingerprint[-16:] else: return self.key_id def get_signature_type_display(self): if self.is_detached: return _('Detached') else: return _('Embedded') @property def is_detached(self): return hasattr(self, 'signature_file') @property ... [9 more functiondefs truncated] ...
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 24 • IndentationError at line 89 Fix: Change operator back to correct one
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advanced
|
api
|
error_detection
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Pythoncode:Python
| 6
| 2
| 2,916
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport logging\nimport uuid\n\nfrom django.db import models\nfrom django.urls import reverse\nfrom django.utils.encoding import force_text\nfrom django.utils.translation import ugettext_lazy as _\n\nfrom model_utils.managers import InheritanceManager\n\nfrom mayan.apps.django_gpg.exceptions import VerificationError\nfrom mayan.apps.django_gpg.models import Key\nfrom mayan.apps.documents.models import DocumentVersion\nfrom mayan.apps.storage.classes import DefinedStorageLazy\n\nfrom .literals import STORAGE_NAME_DOCUMENT_SIGNATURES_DETACHED_SIGNATURE\nfrom .managers import DetachedSignatureManager, EmbeddedSignatureManager\n\ndef upload_to(*args, **kwargs):\n return force_text(s=uuid.uuid4())\n\n\nclass SignatureBaseModel(models.Model):\n \"\"\"\n Fields:\n * key_id - Key Identifier - This is what identifies uniquely a key. Not\n two keys in the world have the same Key ID. The Key ID is also used to\n locate a key in the key servers: http://pgp.mit.edu\n * signature_id - Signature ID - Every time a key is used to sign something\n it will generate a unique signature ID. No two signature IDs are the same,\n even when using the same key.\n \"\"\"\n document_version = models.ForeignKey(\n editable=False, on_delete=models.CASCADE, related_name='signatures',\n to=DocumentVersion, verbose_name=_('Document version')\n )\n # Basic fields\n date = models.DateField(\n blank=True, editable=False, null=True, verbose_name=_('Date signed')\n )\n key_id = models.CharField(\n help_text=_('ID of the key that will be used to sign the document.'),\n max_length=40, verbose_name=_('Key ID')\n )\n # With proper key\n signature_id = models.CharField(\n blank=True, editable=False, null=True, max_length=64,\n verbose_name=_('Signature ID')\n )\n public_key_fingerprint = models.CharField(\n blank=True, editable=False, null=True, max_length=40,\n verbose_name=_('Public key fingerprint')\n )\n\n objects = InheritanceManager()\n\n class Meta:\n ordering = ('pk',)\n verbose_name = _('Document version signature')\n verbose_name_plural = _('Document version signatures')\n\n def __str__(self):\n return self.signature_id and '{} - {}'.format(self.date, self.key_id)\n\n def get_absolute_url(self):\n return reverse(\n viewname='signatures:document_version_signature_details',\n kwargs={'signature_id': self.pk}\n )\n\n def get_key_id(self):\n if self.public_key_fingerprint:\n return self.public_key_fingerprint[-16:]\n else:\n return self.key_id\n\n def get_signature_type_display(self):\n if self.is_detached:\n return _('Detached')\n else:\n return _('Embedded')\n\n @property\n def is_detached(self):\n return hasattr(self, 'signature_file')\n\n @property\n\n ... [9 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 24\n \u2022 IndentationError at line 89\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
812bc4e483e6787a26d9b7a22c0e31832c78af55
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from ConfigParser import ConfigParser from sys import argv REPLACE_PROPERTIES = ["file_path", "database_connection", "new_file_path"] MAIN_SECTION = "app:main" def sync(): # Add or replace the relevant properites from galaxy.ini # into reports.ini reports_config_file = "config/reports.ini" if len(argv) > 1: reports_config_file = argv[1] universe_config_file = "config/galaxy.ini" if len(argv) > 2: universe_config_file = argv[2] parser = ConfigParser() parser.read(universe_config_file) with open(reports_config_file, "r") as f: reports_config_lines = f.readlines() replaced_properties = set([]) with open(reports_config_file, "w") as f: # Write all properties from reports config replacing as # needed. for reports_config_line in reports_config_lines: (line, replaced_property) = get_synced_line(reports_config_line, parser) if replaced_property: replaced_properties.add(replaced_property) f.write(line) # If any properties appear in universe config and not in # reports write these as well. for replacement_property in REPLACE_PROPERTIES: if parser.has_option(MAIN_SECTION, replacement_property) and \ not (replacement_property in replaced_properties): f.write(get_universe_line(replacement_property, parser)) def get_synced_line(reports_line, universe_config): # Cycle through properties to replace and perform replacement on # this line if needed. synced_line = reports_line replaced_property = None for replacement_property in REPLACE_PROPERTIES: if reports_line.startswith(replacement_property) and \ universe_config.has_option(MAIN_SECTION, replacement_property): synced_line = get_universe_line(replacement_property, universe_config) replaced_property = replacement_property break return (synced_line, replaced_property) def get_universe_line(property_name, universe_config): return "%s=%s\n" % (property_name, universe_config.get(MAIN_SECTION, property_name)) if __name__ == '__main__': sync()
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 16 Unexpected indentation at line 20 Unexpected indentation at line 26 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 31 Unexpected indentation at line 33 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 39 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 ✨ Improvements: Add docstring to function 'sync' Add docstring to function 'get_synced_line'
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intermediate
|
database
|
code_review
|
Pythoncode:Python
| 3
| 0
| 2,226
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom ConfigParser import ConfigParser\nfrom sys import argv\n\nREPLACE_PROPERTIES = [\"file_path\", \"database_connection\", \"new_file_path\"]\nMAIN_SECTION = \"app:main\"\n\n\ndef sync():\n # Add or replace the relevant properites from galaxy.ini\n # into reports.ini\n reports_config_file = \"config/reports.ini\"\n if len(argv) > 1:\n reports_config_file = argv[1]\n\n universe_config_file = \"config/galaxy.ini\"\n if len(argv) > 2:\n universe_config_file = argv[2]\n\n parser = ConfigParser()\n parser.read(universe_config_file)\n\n with open(reports_config_file, \"r\") as f:\n reports_config_lines = f.readlines()\n\n replaced_properties = set([])\n with open(reports_config_file, \"w\") as f:\n # Write all properties from reports config replacing as\n # needed.\n for reports_config_line in reports_config_lines:\n (line, replaced_property) = get_synced_line(reports_config_line, parser)\n if replaced_property:\n replaced_properties.add(replaced_property)\n f.write(line)\n\n # If any properties appear in universe config and not in\n # reports write these as well.\n for replacement_property in REPLACE_PROPERTIES:\n if parser.has_option(MAIN_SECTION, replacement_property) and \\\n not (replacement_property in replaced_properties):\n f.write(get_universe_line(replacement_property, parser))\n\n\ndef get_synced_line(reports_line, universe_config):\n # Cycle through properties to replace and perform replacement on\n # this line if needed.\n synced_line = reports_line\n replaced_property = None\n for replacement_property in REPLACE_PROPERTIES:\n if reports_line.startswith(replacement_property) and \\\n universe_config.has_option(MAIN_SECTION, replacement_property):\n synced_line = get_universe_line(replacement_property, universe_config)\n replaced_property = replacement_property\n break\n return (synced_line, replaced_property)\n\n\ndef get_universe_line(property_name, universe_config):\n return \"%s=%s\\n\" % (property_name, universe_config.get(MAIN_SECTION, property_name))\n\nif __name__ == '__main__':\n sync()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 16\n Unexpected indentation at line 20\n Unexpected indentation at line 26\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 31\n Unexpected indentation at line 33\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 39\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n\n\u2728 Improvements:\n Add docstring to function 'sync'\n Add docstring to function 'get_synced_line'"}]
| false
| null | null | null |
812c3f30e6e3ff5facc02e59cfdcff8d05e984ea
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright (c) 2020 Huawei Technologies Co.,Ltd. # # openGauss is licensed under Mulan PSL v2. # You can use this software according to the terms and conditions of the Mulan PSL v2. # You may obtain a copy of Mulan PSL v2 at: # # http://license.coscl.org.cn/MulanPSL2 # # THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, # EITHER EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, # MERCHANTABILITY OR FIT FOR A PARTICULAR PURPOSE. # See the Mulan PSL v2 for more details. # ------------------------------------------------------------------------- # # test_ssh.py # # IDENTIFICATION # src/gausskernel/dbmind/xtuner/test/test_ssh.py # # ------------------------------------------------------------------------- from ssh import ExecutorFactory def test_remote(): exe = ExecutorFactory().set_host('').set_user('').set_pwd('').get_executor() # padding your information print(exe.exec_command_sync("cat /proc/cpuinfo | grep \"processor\" | wc -l")) print(exe.exec_command_sync("cat /proc/self/cmdline | xargs -0")) print(exe.exec_command_sync("echo -e 'hello \\n world'")[0].count('\n')) print(exe.exec_command_sync("echo -e 'hello \\n world'")[0]) print(exe.exec_command_sync('echo $SHELL')) def test_local(): exe = ExecutorFactory().get_executor() print(exe.exec_command_sync("ping -h")) if __name__ == "__main__": test_remote() test_local()
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Code analysis results: 🔴 Errors found: Block at line 5 has no indented body ⚠️ Warnings: Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 💡 Suggestions: Add docstring to function 'test_remote' Remove debug print() at line 28 before production Remove debug print() at line 29 before production
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intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,448
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright (c) 2020 Huawei Technologies Co.,Ltd.\n#\n# openGauss is licensed under Mulan PSL v2.\n# You can use this software according to the terms and conditions of the Mulan PSL v2.\n# You may obtain a copy of Mulan PSL v2 at:\n#\n# http://license.coscl.org.cn/MulanPSL2\n#\n# THIS SOFTWARE IS PROVIDED ON AN \"AS IS\" BASIS, WITHOUT WARRANTIES OF ANY KIND,\n# EITHER EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT,\n# MERCHANTABILITY OR FIT FOR A PARTICULAR PURPOSE.\n# See the Mulan PSL v2 for more details.\n# -------------------------------------------------------------------------\n#\n# test_ssh.py\n#\n# IDENTIFICATION\n# src/gausskernel/dbmind/xtuner/test/test_ssh.py\n#\n# -------------------------------------------------------------------------\n\n\nfrom ssh import ExecutorFactory\n\n\ndef test_remote():\n exe = ExecutorFactory().set_host('').set_user('').set_pwd('').get_executor() # padding your information\n print(exe.exec_command_sync(\"cat /proc/cpuinfo | grep \\\"processor\\\" | wc -l\"))\n print(exe.exec_command_sync(\"cat /proc/self/cmdline | xargs -0\"))\n print(exe.exec_command_sync(\"echo -e 'hello \\\\n world'\")[0].count('\\n'))\n print(exe.exec_command_sync(\"echo -e 'hello \\\\n world'\")[0])\n print(exe.exec_command_sync('echo $SHELL'))\n\n\ndef test_local():\n exe = ExecutorFactory().get_executor()\n print(exe.exec_command_sync(\"ping -h\"))\n\n\nif __name__ == \"__main__\":\n test_remote()\n test_local()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 5 has no indented body\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Add docstring to function 'test_remote'\n Remove debug print() at line 28 before production\n Remove debug print() at line 29 before production"}]
| false
| null | null | null |
812c923f7680b63727b8c0d8a0b724feb7e64f73
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Original work Copyright (C) 2017 Tiancheng Zhao, Carnegie Mellon University # Modified work Copyright 2018 Weiyan Shi. import tensorflow as tf import numpy as np from nltk.translate.bleu_score import sentence_bleu from nltk.translate.bleu_score import SmoothingFunction def get_bleu_stats(ref, hyps): scores = [] for hyp in hyps: try: scores.append(sentence_bleu([ref], hyp, smoothing_function=SmoothingFunction().method7, weights=[1./3, 1./3,1./3])) except: scores.append(0.0) return np.max(scores), np.mean(scores) def gaussian_kld(recog_mu, recog_logvar, prior_mu, prior_logvar): kld = -0.5 * tf.reduce_sum(1 + (recog_logvar - prior_logvar) - tf.div(tf.pow(prior_mu - recog_mu, 2), tf.exp(prior_logvar)) - tf.div(tf.exp(recog_logvar), tf.exp(prior_logvar)), reduction_indices=1) return kld def norm_log_liklihood(x, mu, logvar): return -0.5*tf.reduce_sum(tf.log(2*np.pi) + logvar + tf.div(tf.pow((x-mu), 2), tf.exp(logvar)), reduction_indices=1) def sample_gaussian(mu, logvar): epsilon = tf.random_normal(tf.shape(logvar), name="epsilon") std = tf.exp(0.5 * logvar) Error: SyntaxError / EOF
|
Fixed Code: # Original work Copyright (C) 2017 Tiancheng Zhao, Carnegie Mellon University # Modified work Copyright 2018 Weiyan Shi. import tensorflow as tf import numpy as np from nltk.translate.bleu_score import sentence_bleu from nltk.translate.bleu_score import SmoothingFunction def get_bleu_stats(ref, hyps): scores = [] for hyp in hyps: try: scores.append(sentence_bleu([ref], hyp, smoothing_function=SmoothingFunction().method7, weights=[1./3, 1./3,1./3])) except: scores.append(0.0) return np.max(scores), np.mean(scores) Explanation: Complete the truncated code structure
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advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 6
| 0
| 1,254
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Original work Copyright (C) 2017 Tiancheng Zhao, Carnegie Mellon University\n# Modified work Copyright 2018 Weiyan Shi.\n\nimport tensorflow as tf\nimport numpy as np\nfrom nltk.translate.bleu_score import sentence_bleu\nfrom nltk.translate.bleu_score import SmoothingFunction\n\n\ndef get_bleu_stats(ref, hyps):\n scores = []\n for hyp in hyps:\n try:\n scores.append(sentence_bleu([ref], hyp, smoothing_function=SmoothingFunction().method7,\n weights=[1./3, 1./3,1./3]))\n except:\n scores.append(0.0)\n return np.max(scores), np.mean(scores)\n\n\ndef gaussian_kld(recog_mu, recog_logvar, prior_mu, prior_logvar):\n kld = -0.5 * tf.reduce_sum(1 + (recog_logvar - prior_logvar)\n - tf.div(tf.pow(prior_mu - recog_mu, 2), tf.exp(prior_logvar))\n - tf.div(tf.exp(recog_logvar), tf.exp(prior_logvar)), reduction_indices=1)\n return kld\n\n\ndef norm_log_liklihood(x, mu, logvar):\n return -0.5*tf.reduce_sum(tf.log(2*np.pi) + logvar + tf.div(tf.pow((x-mu), 2), tf.exp(logvar)), reduction_indices=1)\n\n\ndef sample_gaussian(mu, logvar):\n epsilon = tf.random_normal(tf.shape(logvar), name=\"epsilon\")\n std = tf.exp(0.5 * logvar)\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Original work Copyright (C) 2017 Tiancheng Zhao, Carnegie Mellon University\n# Modified work Copyright 2018 Weiyan Shi.\n\nimport tensorflow as tf\nimport numpy as np\nfrom nltk.translate.bleu_score import sentence_bleu\nfrom nltk.translate.bleu_score import SmoothingFunction\n\n\ndef get_bleu_stats(ref, hyps):\n scores = []\n for hyp in hyps:\n try:\n scores.append(sentence_bleu([ref], hyp, smoothing_function=SmoothingFunction().method7,\n weights=[1./3, 1./3,1./3]))\n except:\n scores.append(0.0)\n return np.max(scores), np.mean(scores)\n\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
812e0d88c6e6c1e7a35a42781edb6b394196778c
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you 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. # coding: utf-8 # pylint: disable= arguments-differ # pylint: disable= missing-docstring class RandomCrop(Block): """Randomly crop `src` with `size` (width, height). Padding is optional. Upsample result if `src` is smaller than `size`. Parameters ---------- size : int or tuple of (W, H) Size of the final output. pad: int or tuple if int, size of the zero-padding if tuple, number of values padded to the edges of each axis. ((before_1, after_1), ... (before_N, after_N)) unique pad widths for each axis. ((before, after),) yields same before and after pad for each axis. (pad,) or int is a shortcut for before = after = pad width for all axes. interpolation : int Interpolation method for resizing. By default uses bilinear interpolation. See OpenCV's resize function for available choices. Inputs: - **data**: input tensor with (Hi x Wi x C) shape. Outputs: - **out**: output tensor with (size[0] x size[1] x C) or (size x size x C) shape. """ def __init__(self, size, pad=None, interpolation=2): super(RandomCrop, self).__init__() numeric_types = (float, int, np.generic) if isinstance(size, numeric_types): size = (size, size) self._args = (size, interpolation) self.pad = ((pad, pad), (pad, pad), (0, 0)) if isinstance(pad, int) else pad def forward(self, x): if self.pad: return image.random_crop(nd.array( np.pad(x.asnumpy(), self.pad, mode='constant', constant_values=0)), *self._args)[0] else: return image.random_crop(x, *self._args)[0] ... [3 more classdefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 22 Invalid syntax at line 62: ... [3 more classdefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 23 Unexpected indentation at line 24 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 43 Unexpected indentation at line 45 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 57 Unexpected indentation at line 58 ✨ Improvements: Complete the expression on the last line Add closing quote at line 22 Review syntax near the error location
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advanced
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api
|
code_review
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Pythoncode:Python
| 2
| 1
| 2,535
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Licensed to the Apache Software Foundation (ASF) under one\n# or more contributor license agreements. See the NOTICE file\n# distributed with this work for additional information\n# regarding copyright ownership. The ASF licenses this file\n# to you under the Apache License, Version 2.0 (the\n# \"License\"); you may not use this file except in compliance\n# with the License. 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,\n# software distributed under the License is distributed on an\n# \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n# KIND, either express or implied. See the License for the\n# specific language governing permissions and limitations\n# under the License.\n\n# coding: utf-8\n# pylint: disable= arguments-differ\n# pylint: disable= missing-docstring\nclass RandomCrop(Block):\n \"\"\"Randomly crop `src` with `size` (width, height).\n Padding is optional.\n Upsample result if `src` is smaller than `size`.\n\n Parameters\n ----------\n size : int or tuple of (W, H)\n Size of the final output.\n pad: int or tuple\n if int, size of the zero-padding\n if tuple, number of values padded to the edges of each axis.\n ((before_1, after_1), ... (before_N, after_N)) unique pad widths for each axis.\n ((before, after),) yields same before and after pad for each axis.\n (pad,) or int is a shortcut for before = after = pad width for all axes.\n interpolation : int\n Interpolation method for resizing. By default uses bilinear\n interpolation. See OpenCV's resize function for available choices.\n\n\n Inputs:\n - **data**: input tensor with (Hi x Wi x C) shape.\n Outputs:\n - **out**: output tensor with (size[0] x size[1] x C) or (size x size x C) shape.\n \"\"\"\n\n def __init__(self, size, pad=None, interpolation=2):\n super(RandomCrop, self).__init__()\n numeric_types = (float, int, np.generic)\n if isinstance(size, numeric_types):\n size = (size, size)\n self._args = (size, interpolation)\n self.pad = ((pad, pad), (pad, pad), (0, 0)) if isinstance(pad, int) else pad\n def forward(self, x):\n if self.pad:\n return image.random_crop(nd.array(\n np.pad(x.asnumpy(), self.pad, mode='constant', constant_values=0)), *self._args)[0]\n else:\n return image.random_crop(x, *self._args)[0]\n\n\n ... [3 more classdefs 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 22\n Invalid syntax at line 62: ... [3 more classdefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 23\n Unexpected indentation at line 24\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 43\n Unexpected indentation at line 45\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 22\n Review syntax near the error location"}]
| false
| null | null | null |
812eae9e0a007577935e4a756403808aa1018593
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import plotly.graph_objects as go import streamlit as st import pandas as pd from utils import *
|
import glob import wfdb import os
|
beginner
|
machine_learning
|
code_completion
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Pythoncode:Python
| 0
| 0
| 131
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport plotly.graph_objects as go\nimport streamlit as st\nimport pandas as pd\nfrom utils import *"}, {"role": "assistant", "content": "\nimport glob\nimport wfdb\nimport os"}]
| false
| null | null | null |
812fdf7c80ff79f192233383d15152b1c334cad3
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: class CharEnumerator(object): """ Supports iterating over a System.String object and reading its individual characters. This class cannot be inherited. """ def ZZZ(self): """hardcoded/mock instance of the class""" return CharEnumerator() instance=ZZZ() """hardcoded/returns an instance of the class""" def Clone(self): """ Clone(self: CharEnumerator) -> object Creates a copy of the current System.CharEnumerator object. Returns: An System.Object that is a copy of the current System.CharEnumerator object. """ pass def Dispose(self): """ Dispose(self: CharEnumerator) Releases all resources used by the current instance of the System.CharEnumerator class. """ pass def MoveNext(self): """ MoveNext(self: CharEnumerator) -> bool Increments the internal index of the current System.CharEnumerator object to the next character of the enumerated string. Returns: true if the index is successfully incremented and within the enumerated string; otherwise,false. """ pass def next(self,*args): """ next(self: object) -> object """ pass def Reset(self): """ Reset(self: CharEnumerator) Initializes the index to a position logically before the first character of the enumerated string. """ pass def __contains__(self,*args): """ __contains__[Char](enumerator: IEnumerator[Char],value: Char) -> bool """ pass def __enter__(self,*args): """ __enter__(self: IDisposable) -> object """ pass def __exit__(self,*args): """ __exit__(self: IDisposable,exc_type: object,exc_value: object,exc_back: object) """ pass def __init__(self,*args): """ x.__init__(...) initializes x; see x.__class__.__doc__ for signaturex.__init__(...) initializes x; see x.__class__.__doc__ for signaturex.__init__(...) initializes x; see x.__class__.__doc__ for signature """ pass def __iter__(self,*args): """ __iter__(self: IEnumerator) -> object """ pass ... code continues ...
|
Completion: Missing: Function '__exit__' is incomplete - body truncated To complete: • Complete the function '__exit__' body and add missing return Example continuation: def __reduce_ex__(self,*args): pass def __repr__(self,*args): """ __repr__(self: object) -> str """ pass
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advanced
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machine_learning
|
incomplete_code
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Pythoncode:Python
| 13
| 1
| 1,977
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass CharEnumerator(object):\r\n \"\"\" Supports iterating over a System.String object and reading its individual characters. This class cannot be inherited. \"\"\"\r\n def ZZZ(self):\r\n \"\"\"hardcoded/mock instance of the class\"\"\"\r\n return CharEnumerator()\r\n instance=ZZZ()\r\n \"\"\"hardcoded/returns an instance of the class\"\"\"\r\n def Clone(self):\r\n \"\"\"\r\n Clone(self: CharEnumerator) -> object\r\r\n \r\r\n Creates a copy of the current System.CharEnumerator object.\r\r\n Returns: An System.Object that is a copy of the current System.CharEnumerator object.\r\n \"\"\"\r\n pass\r\n def Dispose(self):\r\n \"\"\"\r\n Dispose(self: CharEnumerator)\r\r\n Releases all resources used by the current instance of the System.CharEnumerator class.\r\n \"\"\"\r\n pass\r\n def MoveNext(self):\r\n \"\"\"\r\n MoveNext(self: CharEnumerator) -> bool\r\r\n \r\r\n Increments the internal index of the current System.CharEnumerator object to the next character of the enumerated string.\r\r\n Returns: true if the index is successfully incremented and within the enumerated string; otherwise,false.\r\n \"\"\"\r\n pass\r\n def next(self,*args):\r\n \"\"\" next(self: object) -> object \"\"\"\r\n pass\r\n def Reset(self):\r\n \"\"\"\r\n Reset(self: CharEnumerator)\r\r\n Initializes the index to a position logically before the first character of the enumerated string.\r\n \"\"\"\r\n pass\r\n def __contains__(self,*args):\r\n \"\"\" __contains__[Char](enumerator: IEnumerator[Char],value: Char) -> bool \"\"\"\r\n pass\r\n def __enter__(self,*args):\r\n \"\"\" __enter__(self: IDisposable) -> object \"\"\"\r\n pass\r\n def __exit__(self,*args):\r\n \"\"\" __exit__(self: IDisposable,exc_type: object,exc_value: object,exc_back: object) \"\"\"\r\n pass\r\n def __init__(self,*args):\r\n \"\"\" x.__init__(...) initializes x; see x.__class__.__doc__ for signaturex.__init__(...) initializes x; see x.__class__.__doc__ for signaturex.__init__(...) initializes x; see x.__class__.__doc__ for signature \"\"\"\r\n pass\r\n def __iter__(self,*args):\r\n \"\"\" __iter__(self: IEnumerator) -> object \"\"\"\r\n pass\r\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function '__exit__' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function '__exit__' body and add missing return\n\n Example continuation:\n def __reduce_ex__(self,*args):\r\n pass\r\n def __repr__(self,*args):\r\n \"\"\" __repr__(self: object) -> str \"\"\"\r\n pass"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
81328ef0347d3a6ae301699943a67ef4f0701935
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from .config_store import ConfigStore config = ConfigStore() config.set_mqtt_broker("mqtt", 1883
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 5 - expected ')' • SyntaxError: '(' was never closed at line 5 Fix: Complete the truncated code structure
|
beginner
|
general
|
error_detection
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Pythoncode:Python
| 0
| 0
| 98
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom .config_store import ConfigStore\n\nconfig = ConfigStore()\n\nconfig.set_mqtt_broker(\"mqtt\", 1883"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 5 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 5\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8133672c14b4b385a9d7555f731ee05a987d9f73
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- import socket as csocket from struct import pack,unpack from website.contrib.communication.models import * def enum(**enums): return type('Enum', (), enums) class Socket: Dommaine = enum(IP=csocket.AF_INET,LOCAL=csocket.AF_UNIX) Type = enum(TCP=csocket.SOCK_STREAM, UDP=csocket.SOCK_DGRAM) Down = enum(SEND=0,RECIVE=1,BOTH=2) NTW_WELCOM_MSG = "hello!\0" NTW_ERROR_NO = 0 def __init__ (self,dommaine,type,protocole=0): self.sock = csocket.socket(dommaine,type,protocole) self.buffer = b"" self.status = 0 def connect(self,host,port): self.sock.connect((host,port)) def verify_connexion(self): code = 404 if self.receive() > 0: msg = self._unpack_str() if msg == self.NTW_WELCOM_MSG and self.status == self.NTW_ERROR_NO: print "verify_connexion <%d : %s>" % (self.status,msg) else: print "verify_connexion <%d : %s>" % (self.status,msg) self.clear() return self.status def _unpack_str(self): i = 0 while self.buffer[i]!= '\0': i+=1 i+=1 res = self.buffer[:i] self.buffer = self.buffer[i:] return res def send(self): size = len(self.buffer) _size = pack('!Ih',size,self.status) data = _size + self.buffer sent = self.sock.send(data) if sent == 0: print "Connexion lost" return False return True def receive(self): recv = b'' recv = self.sock.recv(6) if recv == b'': print "Connexion lost" return None size,self
|
Syntax Analysis: Syntax Errors Found: • SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 30 Fixes: • Review code syntax
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advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 10
| 1
| 1,725
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nimport socket as csocket\nfrom struct import pack,unpack\nfrom website.contrib.communication.models import *\n\ndef enum(**enums):\n return type('Enum', (), enums)\n\nclass Socket:\n Dommaine = enum(IP=csocket.AF_INET,LOCAL=csocket.AF_UNIX)\n Type = enum(TCP=csocket.SOCK_STREAM, UDP=csocket.SOCK_DGRAM)\n Down = enum(SEND=0,RECIVE=1,BOTH=2)\n\n NTW_WELCOM_MSG = \"hello!\\0\"\n NTW_ERROR_NO = 0\n\n def __init__ (self,dommaine,type,protocole=0):\n self.sock = csocket.socket(dommaine,type,protocole)\n self.buffer = b\"\"\n self.status = 0\n\n def connect(self,host,port):\n self.sock.connect((host,port))\n\n def verify_connexion(self):\n code = 404\n if self.receive() > 0:\n msg = self._unpack_str()\n if msg == self.NTW_WELCOM_MSG and self.status == self.NTW_ERROR_NO:\n print \"verify_connexion <%d : %s>\" % (self.status,msg)\n else:\n print \"verify_connexion <%d : %s>\" % (self.status,msg)\n self.clear()\n return self.status\n \n def _unpack_str(self):\n i = 0\n while self.buffer[i]!= '\\0':\n i+=1\n i+=1\n res = self.buffer[:i]\n self.buffer = self.buffer[i:]\n return res\n\n def send(self):\n size = len(self.buffer)\n _size = pack('!Ih',size,self.status)\n data = _size + self.buffer\n sent = self.sock.send(data)\n if sent == 0:\n print \"Connexion lost\"\n return False\n return True\n\n \n def receive(self):\n recv = b''\n recv = self.sock.recv(6)\n if recv == b'':\n print \"Connexion lost\"\n return None\n size,self"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 30\n\n Fixes:\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
81338229b9f75f52ae6ffcf7ef860588b32f5b97
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pandas as pd import ete2 from ete2 import faces, Tree, AttrFace, TreeStyle import pylab from matplotlib.colors import hex2color, rgb2hex, hsv_to_rgb, rgb_to_hsv def my_layout(node): if node.is_leaf(): # If terminal node, draws its name name_face = AttrFace("name") else: # If internal node, draws label with smaller font size name_face = AttrFace("name", fsize=10) # Adds the name face to the image at the preferred position faces.add_face_to_node(name_face, node, column=0, position="branch-right") def adjust_kelly_brightness(hex_color, val, recon_min, recon_max): """set brightness according to change in continuous reconstruction value""" h, s, v = rgb_to_hsv(hex2color('#{0:06X}'.format(hex_color))) scale_factor = 1 - (recon_max - val) / (recon_max - recon_min) v_new = v - (v * (scale_factor)) return rgb2hex(hsv_to_rgb(pd.np.array([h, s, v_new]))) def get_style(): ts = TreeStyle() # Do not add leaf names automatically ts.show_leaf_name = False ts.show_scale = True ts.force_topology = False # Use my custom layout ts.layout_fn = my_layout return ts def plot_tree(pt_tree, target_node, out): #pt_tree, feats, pf2color = get_tree(phenotype = phenotype, feat_list = "top_cor", is_ml_plus_phypat = True, target_node = target_node) pt_tree.dist = 0 target = pt_tree.search_nodes(name = target_node)[0] target.render(out + '_tree.pdf', tree_style = get_style())
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 5
| 0
| 1,505
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pandas as pd\nimport ete2\nfrom ete2 import faces, Tree, AttrFace, TreeStyle\nimport pylab\nfrom matplotlib.colors import hex2color, rgb2hex, hsv_to_rgb, rgb_to_hsv\n\ndef my_layout(node):\n if node.is_leaf():\n # If terminal node, draws its name\n name_face = AttrFace(\"name\")\n else:\n # If internal node, draws label with smaller font size\n name_face = AttrFace(\"name\", fsize=10)\n # Adds the name face to the image at the preferred position\n faces.add_face_to_node(name_face, node, column=0, position=\"branch-right\")\n \ndef adjust_kelly_brightness(hex_color, val, recon_min, recon_max):\n \"\"\"set brightness according to change in continuous reconstruction value\"\"\"\n h, s, v = rgb_to_hsv(hex2color('#{0:06X}'.format(hex_color)))\n scale_factor = 1 - (recon_max - val) / (recon_max - recon_min)\n v_new = v - (v * (scale_factor)) \n return rgb2hex(hsv_to_rgb(pd.np.array([h, s, v_new])))\n\ndef get_style():\n ts = TreeStyle()\n # Do not add leaf names automatically\n ts.show_leaf_name = False\n ts.show_scale = True \n ts.force_topology = False \n # Use my custom layout\n ts.layout_fn = my_layout\n return ts\n\ndef plot_tree(pt_tree, target_node, out):\n #pt_tree, feats, pf2color = get_tree(phenotype = phenotype, feat_list = \"top_cor\", is_ml_plus_phypat = True, target_node = target_node)\n pt_tree.dist = 0\n target = pt_tree.search_nodes(name = target_node)[0]\n target.render(out + '_tree.pdf', tree_style = get_style())"}, {"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
|
81353ee4f1a632a7e8022d2ce8c431b95559fb7b
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import attr from firedrake import * import numpy as np import matplotlib.pyplot as plt import matplotlib from scipy.linalg import svd from scipy.sparse.linalg import svds from scipy.sparse import csr_matrix from slepc4py import SLEPc import pandas as pd from tqdm import tqdm import os class ConditionNumberResult(object): form = attr.ib() assembled_form = attr.ib() condition_number = attr.ib() sparse_operator = attr.ib() number_of_dofs = attr.ib() nnz = attr.ib() is_operator_symmetric = attr.ib() bcs = attr.ib(default=list()) def plot_matrix(assembled_form, **kwargs): """Provides a plot of a matrix.""" fig, ax = plt.subplots(1, 1) petsc_mat = assembled_form.M.handle size = petsc_mat.getSize() Mnp = csr_matrix(petsc_mat.getValuesCSR()[::-1], shape=size) Mnp.eliminate_zeros() Mnp = Mnp.toarray() # Eliminate rows and columns filled with zero entries Mnp = Mnp[~(Mnp==0).all(1)] idx = np.argwhere(np.all(Mnp[..., :] == 0, axis=0)) Mnp = np.delete(Mnp, idx, axis=1) Am = np.ma.masked_values(Mnp, 0, rtol=1e-13) # Plot the matrix Error: SyntaxError / EOF
|
Fixed Code: import attr from firedrake import * import numpy as np import matplotlib.pyplot as plt import matplotlib from scipy.linalg import svd from scipy.sparse.linalg import svds from scipy.sparse import csr_matrix from slepc4py import SLEPc import pandas as pd from tqdm import tqdm import os class ConditionNumberResult(object): form = attr.ib() assembled_form = attr.ib() condition_number = attr.ib() sparse_operator = attr.ib() number_of_dofs = attr.ib() nnz = attr.ib() Explanation: Complete the truncated code structure
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advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 1,128
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport attr\nfrom firedrake import *\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport matplotlib\nfrom scipy.linalg import svd\nfrom scipy.sparse.linalg import svds\nfrom scipy.sparse import csr_matrix\nfrom slepc4py import SLEPc\nimport pandas as pd\nfrom tqdm import tqdm\nimport os\n\nclass ConditionNumberResult(object):\n form = attr.ib()\n assembled_form = attr.ib()\n condition_number = attr.ib()\n sparse_operator = attr.ib()\n number_of_dofs = attr.ib()\n nnz = attr.ib()\n is_operator_symmetric = attr.ib()\n bcs = attr.ib(default=list()) \n\n\ndef plot_matrix(assembled_form, **kwargs):\n \"\"\"Provides a plot of a matrix.\"\"\"\n fig, ax = plt.subplots(1, 1)\n\n petsc_mat = assembled_form.M.handle\n size = petsc_mat.getSize()\n Mnp = csr_matrix(petsc_mat.getValuesCSR()[::-1], shape=size)\n Mnp.eliminate_zeros()\n Mnp = Mnp.toarray()\n\n # Eliminate rows and columns filled with zero entries\n Mnp = Mnp[~(Mnp==0).all(1)]\n idx = np.argwhere(np.all(Mnp[..., :] == 0, axis=0))\n Mnp = np.delete(Mnp, idx, axis=1)\n Am = np.ma.masked_values(Mnp, 0, rtol=1e-13)\n\n # Plot the matrix\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport attr\nfrom firedrake import *\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport matplotlib\nfrom scipy.linalg import svd\nfrom scipy.sparse.linalg import svds\nfrom scipy.sparse import csr_matrix\nfrom slepc4py import SLEPc\nimport pandas as pd\nfrom tqdm import tqdm\nimport os\n\nclass ConditionNumberResult(object):\n form = attr.ib()\n assembled_form = attr.ib()\n condition_number = attr.ib()\n sparse_operator = attr.ib()\n number_of_dofs = attr.ib()\n nnz = attr.ib()\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
81367db3d2084fd41d74cdefdf3b14a53b5730ea
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- encoding: utf-8 -*- ''' @File :_time_domain_features.py @Time :2021/04/16 20:02:55 @Author :wlgls @Version :1.0 ''' import numpy as np def statistics(data, combined=True): """Statistical features， include Power, Mean, Std, 1st differece, Normalized 1st difference, 2nd difference, Normalized 2nd difference. Parameters ---------- data array data, for DEAP dataset, It's shape may be (n_trials, n_channels, points) Return ---------- f: Solved feature, It's shape is similar to the shape of your input data. e.g. for input.shape is (n_trials, n_channels, points), the f.shape is (n_trials, n_channels, n_features) Example ---------- In [13]: d.shape, l.shape Out[13]: ((40, 32, 8064), (40, 1)) In [14]: statistics_feature(d).shape Out[14]: (40, 32, 7) """ # Power power = np.mean(data**2, axis=-1) # Mean ave = np.mean(data, axis=-1) # Standard Deviation std = np.std(data, axis=-1) # the mean of the absolute values of 1st differece mean diff_1st = np.mean(np.abs(np.diff(data,n=1, axis=-1)), axis=-1) # the mean of the absolute values of Normalized 1st difference normal_diff_1st = diff_1st / std # the mean of the absolute values of 2nd difference mean diff_2nd = np.mean(np.abs(data[..., 2:] - data[..., :-2]), axis=-1) # the mean of the absolute values of Normalized 2nd difference normal_diff_2nd = diff_2nd / std # Features.append(np.concatenate((Power, Mean, Std, diff_1st, normal_diff_1st, diff_2nd, normal_diff_2nd), axis=2)) f = np.stack((power, ave, std, diff_1st, normal_diff_1st, diff_2nd, normal_diff_2nd), axis=-1) if combined: f = f.reshape((*f.shape[:-2])) return f def hjorth(data, combined=Tr
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 2 • Unclosed '(' at line 56 - expected ')' Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 1,819
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- encoding: utf-8 -*-\n'''\n@File :_time_domain_features.py\n@Time :2021/04/16 20:02:55\n@Author :wlgls\n@Version :1.0\n'''\n\nimport numpy as np\n\ndef statistics(data, combined=True):\n \"\"\"Statistical features\uff0c include Power, Mean, Std, 1st differece, Normalized 1st difference, 2nd difference, Normalized 2nd difference.\n\n Parameters\n ----------\n data array\n data, for DEAP dataset, It's shape may be (n_trials, n_channels, points)\n \n Return\n ----------\n f:\n Solved feature, It's shape is similar to the shape of your input data.\n e.g. for input.shape is (n_trials, n_channels, points), the f.shape is (n_trials, n_channels, n_features)\n\n Example\n ----------\n In [13]: d.shape, l.shape\n Out[13]: ((40, 32, 8064), (40, 1))\n\n In [14]: statistics_feature(d).shape\n Out[14]: (40, 32, 7)\n \"\"\"\n # Power\n power = np.mean(data**2, axis=-1)\n # Mean\n ave = np.mean(data, axis=-1)\n # Standard Deviation\n std = np.std(data, axis=-1)\n # the mean of the absolute values of 1st differece mean\n diff_1st = np.mean(np.abs(np.diff(data,n=1, axis=-1)), axis=-1)\n # the mean of the absolute values of Normalized 1st difference\n normal_diff_1st = diff_1st / std\n # the mean of the absolute values of 2nd difference mean \n diff_2nd = np.mean(np.abs(data[..., 2:] - data[..., :-2]), axis=-1)\n # the mean of the absolute values of Normalized 2nd difference\n normal_diff_2nd = diff_2nd / std\n # Features.append(np.concatenate((Power, Mean, Std, diff_1st, normal_diff_1st, diff_2nd, normal_diff_2nd), axis=2))\n \n f = np.stack((power, ave, std, diff_1st, normal_diff_1st, diff_2nd, normal_diff_2nd), axis=-1)\n if combined:\n f = f.reshape((*f.shape[:-2]))\n\n return f\n\n\ndef hjorth(data, combined=Tr"}, {"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 2\n \u2022 Unclosed '(' at line 56 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
81368cbcf7560067152788c0a732e279491b5a68
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from flask_wtf import FlaskForm from wtforms import StringField, PasswordField, SubmitField from wtforms.validators import InputRequired, Email, ValidationError from models import User class RegistrationForm(FlaskForm): email = StringField('Your Email Address', validators=[InputRequired(), Email()]) username = StringField('Enter your username', validators=[InputRequired()]) password = PasswordField('Password', validators=[InputRequired()]) submit = SubmitField('Sign Up') def validate_username(self, username): existing_username = User.query.filter_by(username=username.data).first() if existing_username: raise ValidationError("The username already exists") ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: class LoginForm(FlaskForm): username = StringField("Your email address", validators=[InputRequired()]) password = PasswordField("Your password:", validators=[InputRequired()])
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 1
| 2
| 713
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom flask_wtf import FlaskForm\nfrom wtforms import StringField, PasswordField, SubmitField\nfrom wtforms.validators import InputRequired, Email, ValidationError\nfrom models import User\n\n\nclass RegistrationForm(FlaskForm):\n email = StringField('Your Email Address', validators=[InputRequired(), Email()])\n username = StringField('Enter your username', validators=[InputRequired()])\n password = PasswordField('Password', validators=[InputRequired()])\n submit = SubmitField('Sign Up')\n\n def validate_username(self, username):\n existing_username = User.query.filter_by(username=username.data).first()\n if existing_username:\n raise ValidationError(\"The username already exists\")\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n\n\nclass LoginForm(FlaskForm):\n username = StringField(\"Your email address\", validators=[InputRequired()])\n password = PasswordField(\"Your password:\", validators=[InputRequired()])"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
81388e81430c58269d1e2c8e97af2f8dbcc4ac2d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # GENERATED BY KOMAND SDK - DO NOT EDIT import komand import json class Component: DESCRIPTION = "Creates a security policy with the default values" class Input: NAME = "name" class Output: ID = "id" class CreateSecurityPolicyInput(komand.Input): schema = json.loads(""" { "type": "object", "title": "Variables", "properties": { "name": { "type": "string", "title": "Name", "description": "The name of the security policy that needs to be created", "order": 1 } }, "required": [ "name" ] } """) def __init__(self):
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Unterminated string literal at line 19 • Block at line 37 has no body - expected indented block • IndentationError at line 37 Fix: Complete the function '__init__' body and add missing return
|
advanced
|
ui
|
error_detection
|
Pythoncode:Python
| 2
| 5
| 606
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# GENERATED BY KOMAND SDK - DO NOT EDIT\nimport komand\nimport json\n\n\nclass Component:\n DESCRIPTION = \"Creates a security policy with the default values\"\n\n\nclass Input:\n NAME = \"name\"\n \n\nclass Output:\n ID = \"id\"\n \n\nclass CreateSecurityPolicyInput(komand.Input):\n schema = json.loads(\"\"\"\n {\n \"type\": \"object\",\n \"title\": \"Variables\",\n \"properties\": {\n \"name\": {\n \"type\": \"string\",\n \"title\": \"Name\",\n \"description\": \"The name of the security policy that needs to be created\",\n \"order\": 1\n }\n },\n \"required\": [\n \"name\"\n ]\n}\n \"\"\")\n\n def __init__(self):"}, {"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 19\n \u2022 Block at line 37 has no body - expected indented block\n \u2022 IndentationError at line 37\n\n Fix: Complete the function '__init__' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
81399676f0bd08a3b07c20a3a444ab0c8669d9d3
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/python3 from pyspark.sql import SparkSession from haychecker.dhc.metrics import rule spark = SparkSession.builder.appName("rule_example").getOrCreate() df = spark.read.format("csv").option("header", "true").load("examples/resources/employees.csv") df.show() condition1 = {"column": "salary", "operator": "gt", "value": 2100} conditions = [condition1] r1 = rule(conditions, df)[0] print("Rule salary>2100: {}".format(r1)) condition1 = {"column": "salary", "operator": "lt", "value": 2100} condition2 = {"column": "title", "operator": "eq", "value": "Sales Representative"} # Complete this line task1 = rule(conditions) condition1 = {"column": "salary", "operator": "lt", "value": 2100} condition2 = {"column": "city", "operator": "eq", "value": "London"} conditions = [condition1, condition2] task2 = rule(conditions) task3 = task1.add(task2) result = task3.run(df) r1 = result[0]["scores"][0] r2 = result[1]["scores"][0] print("Rule salary<2100 and title=\"Sales Representative\": {}," " rule salary<2100 and city=\"London\": {}".format(r1, r2))
|
The missing line is: conditions = [condition1, condition2]
|
intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 1,090
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/python3\nfrom pyspark.sql import SparkSession\n\nfrom haychecker.dhc.metrics import rule\n\nspark = SparkSession.builder.appName(\"rule_example\").getOrCreate()\n\ndf = spark.read.format(\"csv\").option(\"header\", \"true\").load(\"examples/resources/employees.csv\")\n\ndf.show()\n\ncondition1 = {\"column\": \"salary\", \"operator\": \"gt\", \"value\": 2100}\nconditions = [condition1]\nr1 = rule(conditions, df)[0]\n\nprint(\"Rule salary>2100: {}\".format(r1))\n\ncondition1 = {\"column\": \"salary\", \"operator\": \"lt\", \"value\": 2100}\ncondition2 = {\"column\": \"title\", \"operator\": \"eq\", \"value\": \"Sales Representative\"}\n # Complete this line\ntask1 = rule(conditions)\n\ncondition1 = {\"column\": \"salary\", \"operator\": \"lt\", \"value\": 2100}\ncondition2 = {\"column\": \"city\", \"operator\": \"eq\", \"value\": \"London\"}\nconditions = [condition1, condition2]\ntask2 = rule(conditions)\ntask3 = task1.add(task2)\n\nresult = task3.run(df)\n\nr1 = result[0][\"scores\"][0]\nr2 = result[1][\"scores\"][0]\n\nprint(\"Rule salary<2100 and title=\\\"Sales Representative\\\": {},\"\n \" rule salary<2100 and city=\\\"London\\\": {}\".format(r1, r2))"}, {"role": "assistant", "content": "The missing line is:\nconditions = [condition1, condition2]"}]
| false
| null | null | null |
813a4523ca5ed1d20d9dca5c73420720f380885a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import collections import logging import urllib.parse from structlog import wrap_logger from secure_message.constants import MESSAGE_BY_ID_EN
|
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
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 143
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport collections\nimport logging\nimport urllib.parse\n\nfrom structlog import wrap_logger\n\nfrom secure_message.constants import MESSAGE_BY_ID_EN"}, {"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
|
syntax
|
HARD_CUT
|
CRITICAL
|
813a8ce209fa6c27b191963bd6e67321e4277566
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- class Cell(object): """Represent basic rendered cell""" DEFAULT_ICON = ' ' def __init__(self, icon=None): self.icon = icon and self.DEFAULT_ICON def ascii_icon(self): """How the cell can be printed as a text""" return self.DEFAULT_ICON def __repr__(self): return '{}()'.format(self.__class__.__name__) class ThumbnailCell(Cell): """ Represent upper-left cell (where the thumbnail of the puzzle usually drawn). """ DEFAULT_ICON = '#' class ClueCell(Cell): """ Represent cell that is part of description (clue). They are usually drawn on the top and on the left. """ BLOTTED_SYMBOL = '?' def __init__(self, value): super(ClueCell, self).__init__() if is_list_like(value): self.value, self.color = value else: self.value, self.color = value, None def ascii_icon(self): """ Gets a symbolic representation of a cell given its state and predefined table `icons` """ if isinstance(self.value, integer_types): return text_type(self.value) if self.value == BlottedBlock: return self.BLOTTED_SYMBOL return self.DEFAULT_ICON def __repr__(self): return '{}(({}, {}))'.format( self.__class__.__name__, self.value, self.color) class GridCell(Cell): """Represent the main area cell""" def __init__(self, value, renderer, colored=False): super(GridCell, self).__init__() self.renderer = renderer self.colored = colored if self.colored: self.value = tuple(two_powers(value)) else: self.value = value def ascii_icon(self): value = self.value icons = self.renderer.icons if not self.colored: return icons[self.value] if len(value) == 1: value = value[0] else: # multiple colors value = UNKNOWN symbol = self.renderer.board.symbol_for_color_id(value) if symbol is not None: return symbol return icons.get(value, self.DEFAULT_ICON) def __repr__(self): return '{}({})'.format( self.__class__.__name__, self.value) class _DummyBoard(object): """ Stub for renderer initialization when it created before the corresponding board """ rows_descriptions = columns_descriptions = () width = height = 0 class Renderer(object): """Defines the abstract renderer for a nonogram board""" def __init__(self, board=None): self.cells = None self.board = None self.board_init(board) ... [22 more functiondefs truncated] ...
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 19 • Invalid syntax at line 115: ... [22 more functiondefs truncated] ... Fix: Change operator back to correct one
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 10
| 6
| 2,790
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass Cell(object):\n \"\"\"Represent basic rendered cell\"\"\"\n\n DEFAULT_ICON = ' '\n\n def __init__(self, icon=None):\n self.icon = icon and self.DEFAULT_ICON\n\n def ascii_icon(self):\n \"\"\"How the cell can be printed as a text\"\"\"\n return self.DEFAULT_ICON\n\n def __repr__(self):\n return '{}()'.format(self.__class__.__name__)\n\n\nclass ThumbnailCell(Cell):\n \"\"\"\n Represent upper-left cell\n (where the thumbnail of the puzzle usually drawn).\n \"\"\"\n DEFAULT_ICON = '#'\n\n\nclass ClueCell(Cell):\n \"\"\"\n Represent cell that is part of description (clue).\n They are usually drawn on the top and on the left.\n \"\"\"\n\n BLOTTED_SYMBOL = '?'\n\n def __init__(self, value):\n super(ClueCell, self).__init__()\n if is_list_like(value):\n self.value, self.color = value\n else:\n self.value, self.color = value, None\n\n def ascii_icon(self):\n \"\"\"\n Gets a symbolic representation of a cell given its state\n and predefined table `icons`\n \"\"\"\n if isinstance(self.value, integer_types):\n return text_type(self.value)\n\n if self.value == BlottedBlock:\n return self.BLOTTED_SYMBOL\n\n return self.DEFAULT_ICON\n\n def __repr__(self):\n return '{}(({}, {}))'.format(\n self.__class__.__name__,\n self.value, self.color)\n\n\nclass GridCell(Cell):\n \"\"\"Represent the main area cell\"\"\"\n\n def __init__(self, value, renderer, colored=False):\n super(GridCell, self).__init__()\n\n self.renderer = renderer\n self.colored = colored\n if self.colored:\n self.value = tuple(two_powers(value))\n else:\n self.value = value\n\n def ascii_icon(self):\n value = self.value\n icons = self.renderer.icons\n\n if not self.colored:\n return icons[self.value]\n\n if len(value) == 1:\n value = value[0]\n else:\n # multiple colors\n value = UNKNOWN\n\n symbol = self.renderer.board.symbol_for_color_id(value)\n if symbol is not None:\n return symbol\n\n return icons.get(value, self.DEFAULT_ICON)\n\n def __repr__(self):\n return '{}({})'.format(\n self.__class__.__name__, self.value)\n\n\nclass _DummyBoard(object):\n \"\"\"\n Stub for renderer initialization\n when it created before the corresponding board\n \"\"\"\n rows_descriptions = columns_descriptions = ()\n width = height = 0\n\n\nclass Renderer(object):\n \"\"\"Defines the abstract renderer for a nonogram board\"\"\"\n\n def __init__(self, board=None):\n self.cells = None\n self.board = None\n self.board_init(board)\n\n\n ... [22 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 19\n \u2022 Invalid syntax at line 115: ... [22 more functiondefs truncated] ...\n\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
813b149e48d21390532f6bf57e32e5f1ed05f482
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from __future__ import print_function, division from .str import StrPrinter from sympy.utilities import default_sort_key class LambdaPrinter(StrPrinter): """ This printer converts expressions into strings that can be used by lambdify. """ def _print_MatrixBase(self, expr): return "%s(%s)" % (expr.__class__.__name__, self._print((expr.tolist()))) _print_SparseMatrix = \ _print_MutableSparseMatrix = \ _print_ImmutableSparseMatrix = \ _print_Matrix = \ _print_DenseMatrix = \ _print_MutableDenseMatrix = \ _print_ImmutableMatrix = \ _print_ImmutableDenseMatrix = \ _print_MatrixBase def _print_Piecewise(self, expr): result = [] i = 0 for arg in expr.args: e = arg.expr c = arg.cond result.append('((') result.append(self._print(e)) result.append(') if (') result.append(self._print(c)) result.append(') else (') i += 1 result = result[:-1] result.append(') else None)') result.append(')'*(2*i - 2)) return ''.join(result) def _print_Sum(self, expr): loops = ( 'for {i} in range({a}, {b}+1)'.format( i=self._print(i), # Complete this line b=self._print(b)) for i, a, b in expr.limits) return '(builtins.sum({function} {loops}))'.format( function=self._print(expr.function), loops=' '.join(loops)) def _print_And(self, expr): result = ['('] for arg in sorted(expr.args, key=default_sort_key): result.extend(['(', self._print(arg), ')']) result.append(' and ') result = result[:-1] result.append(')') return ''.join(result) def _print_Or(self, expr): result = ['('] for arg in sorted(expr.args, key=default_sort_key): result.extend(['(', self._print(arg), ')']) result.append(' or ') result = result[:-1] result.append(')') return ''.join(result) def _print_Not(self, expr): result = ['(', 'not (', self._print(expr.args[0]), '))'] return ''.join(result) def _print_BooleanTrue(self, expr): return "True" def _print_BooleanFalse(self, expr): return "False" def _print_ITE(self, expr): result = [ '((', self._print(expr.args[1]), ') if (', self._print(expr.args[0]), ') else (', self._print(expr.args[2]), '))' ] return ''.join(result) class NumPyPrinter(LambdaPrinter): """ Numpy printer which handles vectorized piecewise functions, logical operators, etc. """ _default_settings = { "order": "none", "full_prec": "auto", } ... [17 more functiondefs truncated] ...
|
The missing line is: a=self._print(a),
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 9
| 2
| 2,962
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom __future__ import print_function, division\n\nfrom .str import StrPrinter\nfrom sympy.utilities import default_sort_key\n\n\nclass LambdaPrinter(StrPrinter):\n \"\"\"\n This printer converts expressions into strings that can be used by\n lambdify.\n \"\"\"\n\n def _print_MatrixBase(self, expr):\n return \"%s(%s)\" % (expr.__class__.__name__,\n self._print((expr.tolist())))\n\n _print_SparseMatrix = \\\n _print_MutableSparseMatrix = \\\n _print_ImmutableSparseMatrix = \\\n _print_Matrix = \\\n _print_DenseMatrix = \\\n _print_MutableDenseMatrix = \\\n _print_ImmutableMatrix = \\\n _print_ImmutableDenseMatrix = \\\n _print_MatrixBase\n\n def _print_Piecewise(self, expr):\n result = []\n i = 0\n for arg in expr.args:\n e = arg.expr\n c = arg.cond\n result.append('((')\n result.append(self._print(e))\n result.append(') if (')\n result.append(self._print(c))\n result.append(') else (')\n i += 1\n result = result[:-1]\n result.append(') else None)')\n result.append(')'*(2*i - 2))\n return ''.join(result)\n\n def _print_Sum(self, expr):\n loops = (\n 'for {i} in range({a}, {b}+1)'.format(\n i=self._print(i),\n # Complete this line\n b=self._print(b))\n for i, a, b in expr.limits)\n return '(builtins.sum({function} {loops}))'.format(\n function=self._print(expr.function),\n loops=' '.join(loops))\n\n def _print_And(self, expr):\n result = ['(']\n for arg in sorted(expr.args, key=default_sort_key):\n result.extend(['(', self._print(arg), ')'])\n result.append(' and ')\n result = result[:-1]\n result.append(')')\n return ''.join(result)\n\n def _print_Or(self, expr):\n result = ['(']\n for arg in sorted(expr.args, key=default_sort_key):\n result.extend(['(', self._print(arg), ')'])\n result.append(' or ')\n result = result[:-1]\n result.append(')')\n return ''.join(result)\n\n def _print_Not(self, expr):\n result = ['(', 'not (', self._print(expr.args[0]), '))']\n return ''.join(result)\n\n def _print_BooleanTrue(self, expr):\n return \"True\"\n\n def _print_BooleanFalse(self, expr):\n return \"False\"\n\n def _print_ITE(self, expr):\n result = [\n '((', self._print(expr.args[1]),\n ') if (', self._print(expr.args[0]),\n ') else (', self._print(expr.args[2]), '))'\n ]\n return ''.join(result)\n\nclass NumPyPrinter(LambdaPrinter):\n \"\"\"\n Numpy printer which handles vectorized piecewise functions,\n logical operators, etc.\n \"\"\"\n _default_settings = {\n \"order\": \"none\",\n \"full_prec\": \"auto\",\n }\n\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n a=self._print(a),"}]
| false
| null | null | null |
813bbe394d73b1fd28585f58879386377ceda809
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """ Fill na with most common of the whole column """ import numpy as np import pandas as pd import time import matplotlib.pyplot as plt from datetime import datetime import re from collections import Counter from statistics import median from tqdm import tqdm def find_most_common_value(element_list): for element in element_list: if not pd.isna(element): break if pd.isna(element): return np.nan elif isinstance(element, np.double): array = np.array(element_list) array = array[~np.isnan(array)] if len(array) == 0: return np.nan else: array = array.astype(np.int) return np.double(np.bincount(array).argmax()) elif isinstance(element, str): count = Counter(df[col]) try: del count[np.nan] except ValueError: pass if count == dict(): return np.nan else: return count.most_common(1)[0][0]
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 1 • Block at line 16 has no indented body Fix: Complete the truncated code structure
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 995
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\nFill na with most common of the whole column\n\"\"\"\n\nimport numpy as np\nimport pandas as pd\nimport time\nimport matplotlib.pyplot as plt\nfrom datetime import datetime\nimport re\nfrom collections import Counter\nfrom statistics import median\nfrom tqdm import tqdm\n\n\ndef find_most_common_value(element_list):\n\n for element in element_list:\n if not pd.isna(element):\n break\n\n if pd.isna(element):\n return np.nan\n\n elif isinstance(element, np.double):\n array = np.array(element_list)\n array = array[~np.isnan(array)]\n if len(array) == 0:\n return np.nan\n else:\n array = array.astype(np.int)\n return np.double(np.bincount(array).argmax())\n\n elif isinstance(element, str):\n count = Counter(df[col])\n try:\n del count[np.nan]\n except ValueError:\n pass\n if count == dict():\n return np.nan\n else:\n return count.most_common(1)[0][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 1\n \u2022 Block at line 16 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
813c2d5f4577a87860a81df5e212cf9b2d380367
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from tkinter import Tk from tkinter import Entry from tkinter import Button from tkinter import StringVar def show(c): a.set(a.get()+c) def equal(): x=a.get() a.set(eval(x) ... [1 more functiondefs truncated] ... Error: SyntaxError: unmatched brackets
|
Fixed Code: from tkinter import Tk from tkinter import Entry from tkinter import Button from tkinter import StringVar def show(c): a.set(a.get()+c) def equal(): x=a.get() a.set(eval(x)) ... [1 more functiondefs truncated] ... Explanation: Add missing ')' bracket at line 12
|
intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 236
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom tkinter import Tk\nfrom tkinter import Entry\nfrom tkinter import Button\nfrom tkinter import StringVar\n\ndef show(c):\n a.set(a.get()+c)\n\n\ndef equal():\n x=a.get()\n a.set(eval(x)\n\n\n ... [1 more functiondefs truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom tkinter import Tk\nfrom tkinter import Entry\nfrom tkinter import Button\nfrom tkinter import StringVar\n\ndef show(c):\n a.set(a.get()+c)\n\n\ndef equal():\n x=a.get()\n a.set(eval(x))\n\n\n ... [1 more functiondefs truncated] ...\n\n Explanation: Add missing ')' bracket at line 12"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
813cbfb2b0206a03eec11ec90ba51dbd9b92d6bd
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import hashlib import mimetypes from urllib.parse import unquote from django.conf import settings from django.core.exceptions import ValidationError from django.db import models from django.http import HttpResponseRedirect from django.template.loader import render_to_string from django.urls import reverse from django.utils.functional import cached_property from django.utils.safestring import mark_safe from django.utils.text import slugify from django.utils.translation import ugettext_lazy as _ from django_extensions.db.fields import CreationDateTimeField, ModificationDateTimeField from great_components.mixins import GA360Mixin from modelcluster.contrib.taggit import ClusterTaggableManager from modelcluster.models import ClusterableModel, ParentalKey from taggit.managers import TaggableManager from taggit.models import ItemBase, TagBase, TaggedItemBase from wagtail.admin.edit_handlers import ( class GreatMedia(Media): transcript = models.TextField( verbose_name=_('Transcript'), blank=False, null=True # left null because was an existing field ) subtitles_en = models.TextField( verbose_name=_('English subtitles'), null=True, blank=True, help_text='English-language subtitles for this video, in VTT format', ) admin_form_fields = Media.admin_form_fields + ( 'transcript', 'subtitles_en', ) @property def sources(self): return [ { 'src': self.url, 'type': mimetypes.guess_type(self.filename)[0] or 'application/octet-stream', 'transcript': self.transcript, } ] @property def subtitles(self): output = [] # TO COME: support for more than just English if self.subtitles_en: output.append(
|
{ 'srclang': 'en', 'label': 'English', 'url': reverse('core:subtitles-serve', args=[self.id, 'en']), 'default': False, }, ) return output class AbstractObjectHash(models.Model): class Meta: abstract = True content_hash = models.CharField(max_length=1000) @staticmethod def generate_content_hash(field_file): filehash = hashlib.md5() field_file.open() filehash.update(field_file.read()) field_file.close() return filehash.hexdigest() class DocumentHash(AbstractObjectHash): document = models.ForeignKey( 'wagtaildocs.Document', null=True, blank=True, on_delete=models.CASCADE, related_name='+' ) class ImageHash(AbstractObjectHash): image = models.ForeignKey('wagtailimages.Image', null=True, blank=True, on_delete=models.CASCADE, related_name='+') ... [92 more classdefs truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 3
| 5
| 2,846
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport hashlib\nimport mimetypes\nfrom urllib.parse import unquote\n\nfrom django.conf import settings\nfrom django.core.exceptions import ValidationError\nfrom django.db import models\nfrom django.http import HttpResponseRedirect\nfrom django.template.loader import render_to_string\nfrom django.urls import reverse\nfrom django.utils.functional import cached_property\nfrom django.utils.safestring import mark_safe\nfrom django.utils.text import slugify\nfrom django.utils.translation import ugettext_lazy as _\nfrom django_extensions.db.fields import CreationDateTimeField, ModificationDateTimeField\nfrom great_components.mixins import GA360Mixin\nfrom modelcluster.contrib.taggit import ClusterTaggableManager\nfrom modelcluster.models import ClusterableModel, ParentalKey\nfrom taggit.managers import TaggableManager\nfrom taggit.models import ItemBase, TagBase, TaggedItemBase\nfrom wagtail.admin.edit_handlers import (\nclass GreatMedia(Media):\n\n transcript = models.TextField(\n verbose_name=_('Transcript'), blank=False, null=True # left null because was an existing field\n )\n\n subtitles_en = models.TextField(\n verbose_name=_('English subtitles'),\n null=True,\n blank=True,\n help_text='English-language subtitles for this video, in VTT format',\n )\n\n admin_form_fields = Media.admin_form_fields + (\n 'transcript',\n 'subtitles_en',\n )\n\n @property\n def sources(self):\n return [\n {\n 'src': self.url,\n 'type': mimetypes.guess_type(self.filename)[0] or 'application/octet-stream',\n 'transcript': self.transcript,\n }\n ]\n\n @property\n def subtitles(self):\n output = []\n # TO COME: support for more than just English\n if self.subtitles_en:\n output.append("}, {"role": "assistant", "content": "\n {\n 'srclang': 'en',\n 'label': 'English',\n 'url': reverse('core:subtitles-serve', args=[self.id, 'en']),\n 'default': False,\n },\n )\n return output\n\n\nclass AbstractObjectHash(models.Model):\n class Meta:\n abstract = True\n\n content_hash = models.CharField(max_length=1000)\n\n @staticmethod\n def generate_content_hash(field_file):\n filehash = hashlib.md5()\n field_file.open()\n filehash.update(field_file.read())\n field_file.close()\n return filehash.hexdigest()\n\n\nclass DocumentHash(AbstractObjectHash):\n document = models.ForeignKey(\n 'wagtaildocs.Document', null=True, blank=True, on_delete=models.CASCADE, related_name='+'\n )\n\n\nclass ImageHash(AbstractObjectHash):\n image = models.ForeignKey('wagtailimages.Image', null=True, blank=True, on_delete=models.CASCADE, related_name='+')\n\n\n\n ... [92 more classdefs truncated] ..."}]
| false
| null | null | null |
813cfc21850f486d6ac29f7b86826c89d492a555
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*-coding utf-8 -*- ########################################################################## # # Copyright (c) 2022 Baidu.com, 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. # ########################################################################## class Compose(AbstractTransform): """ Do transformation on input data with corresponding pre-processing and augmentation operations. The shape of input data to all operations is [height, width, channels]. Args: transforms (list): A list contains data pre-processing or augmentation. Empty list means only reading images, no transformation. to_rgb (bool, optional): If converting image to RGB color space. Default: True. Raises: TypeError: When 'transforms' is not a list. ValueError: when the length of 'transforms' is less than 1. """ def __init__(self, mode, transforms): if not isinstance(transforms, list): raise TypeError('The transforms must be a list!') self.transforms = transforms super().__init__(mode) def __clas__(self, im): """ Args: im (np.ndarray): It is either image path or image object. Returns: (np.array). Image after transformation. """ for op in self.transforms: im = op(im) return im @manager.TRANSFORMS.add_component class RandomHorizontalFlip(AbstractTransform): """Horizontally flip the given PIL Image randomly with a given probability. Args: p (float): probability of the image being flipped. Default value is 0.5 """ def __init__(self, mode, prob=0.5): """ init """ self.prob = prob super().__init__(mode) def __clas__(self, img): """ Args: img (numpy ndarray): Image to be flipped. Returns: numpy ndarray: Randomly flipped image. """ if random.random() < self.prob: return F.hflip(img) return img @manager.TRANSFORMS.add_component class RandomVerticalFlip(AbstractTransform): """Vertically flip the given PIL Image randomly with a given probability. Args: p (float): probability of the image being flipped. Default value is 0.5 """ ... [13 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 20 Invalid syntax at line 84: ... [13 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 25 💡 Suggestions: Complete the expression on the last line Add closing quote at line 20 Review syntax near the error location
|
advanced
|
api
|
debugging
|
Pythoncode:Python
| 4
| 3
| 2,863
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*-coding utf-8 -*-\n##########################################################################\n#\n# Copyright (c) 2022 Baidu.com, 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.\n#\n##########################################################################\nclass Compose(AbstractTransform):\n \"\"\"\n Do transformation on input data with corresponding pre-processing and augmentation operations.\n The shape of input data to all operations is [height, width, channels].\n Args:\n transforms (list): A list contains data pre-processing or augmentation. Empty list means only reading images, no transformation.\n to_rgb (bool, optional): If converting image to RGB color space. Default: True.\n Raises:\n TypeError: When 'transforms' is not a list.\n ValueError: when the length of 'transforms' is less than 1.\n \"\"\"\n\n def __init__(self, mode, transforms):\n if not isinstance(transforms, list):\n raise TypeError('The transforms must be a list!')\n self.transforms = transforms\n super().__init__(mode)\n\n def __clas__(self, im):\n \"\"\"\n Args:\n im (np.ndarray): It is either image path or image object.\n Returns:\n (np.array). Image after transformation.\n \"\"\"\n for op in self.transforms:\n im = op(im)\n return im\n\n\n@manager.TRANSFORMS.add_component\nclass RandomHorizontalFlip(AbstractTransform):\n \"\"\"Horizontally flip the given PIL Image randomly with a given probability.\n Args:\n p (float): probability of the image being flipped. Default value is 0.5\n \"\"\"\n\n def __init__(self, mode, prob=0.5):\n \"\"\"\n init\n \"\"\"\n self.prob = prob\n super().__init__(mode)\n\n def __clas__(self, img):\n \"\"\"\n Args:\n img (numpy ndarray): Image to be flipped.\n Returns:\n numpy ndarray: Randomly flipped image.\n \"\"\"\n\n if random.random() < self.prob:\n return F.hflip(img)\n return img\n \n\n@manager.TRANSFORMS.add_component\nclass RandomVerticalFlip(AbstractTransform):\n \"\"\"Vertically flip the given PIL Image randomly with a given probability.\n Args:\n p (float): probability of the image being flipped. Default value is 0.5\n \"\"\"\n\n\n ... [13 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 20\n Invalid syntax at line 84: ... [13 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 25\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 20\n Review syntax near the error location"}]
| false
| null | null | null |
813ec18cfeb4f9f63d67da715da440d160d1cd07
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- # # This file is part of menRva. # Copyright (C) 2018-present NU,FSM,GHSL. # # menRva is free software; you can redistribute it and/or modify it # under the terms of the MIT License; see LICENSE file for more details. """Test terms views.py""" from cd2h_repo_project.modules.terms.views import serialize_terms_for_edit_ui def test_serialize_terms_for_edit_ui(create_record): deposit = create_record( { 'terms': [ {'source': 'MeSH', 'value': 'Cognitive Neuroscience'}, {'source': 'FAST', 'value': 'Border terrier'} ] }, published=False ) serialized_deposit = serialize_terms_for_edit_ui(deposit) assert 'terms' not in serialized_deposit assert serialized_deposit['mesh_terms'] == [ { 'data': {'source': 'MeSH', 'value': 'Cognitive Neuroscience'} } ] assert serialized_deposit['fast_terms'] == [ { 'data': {'source': 'FAST', 'value': 'Border terrier'} } ] def test_serialize_terms_for_edit_ui_no_terms(create_record): deposit = create_record(published=False) serialized_deposit = serialize_terms_for_edit_ui(deposit) Error: IndentationError / Incomplete Function
|
Fixed Code: # -*- coding: utf-8 -*- # # This file is part of menRva. # Copyright (C) 2018-present NU,FSM,GHSL. # # menRva is free software; you can redistribute it and/or modify it # under the terms of the MIT License; see LICENSE file for more details. """Test terms views.py""" from cd2h_repo_project.modules.terms.views import serialize_terms_for_edit_ui def test_serialize_terms_for_edit_ui(create_record): deposit = create_record( { 'terms': [ {'source': 'MeSH', 'value': 'Cognitive Neuroscience'}, {'source': 'FAST', 'value': 'Border terrier'} ] Explanation: Complete the function 'test_serialize_terms_for_edit_ui_no_terms' body and add missing return
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 1,223
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n#\n# This file is part of menRva.\n# Copyright (C) 2018-present NU,FSM,GHSL.\n#\n# menRva is free software; you can redistribute it and/or modify it\n# under the terms of the MIT License; see LICENSE file for more details.\n\n\"\"\"Test terms views.py\"\"\"\n\nfrom cd2h_repo_project.modules.terms.views import serialize_terms_for_edit_ui\n\n\ndef test_serialize_terms_for_edit_ui(create_record):\n deposit = create_record(\n {\n 'terms': [\n {'source': 'MeSH', 'value': 'Cognitive Neuroscience'},\n {'source': 'FAST', 'value': 'Border terrier'}\n ]\n },\n published=False\n )\n\n serialized_deposit = serialize_terms_for_edit_ui(deposit)\n\n assert 'terms' not in serialized_deposit\n assert serialized_deposit['mesh_terms'] == [\n {\n 'data': {'source': 'MeSH', 'value': 'Cognitive Neuroscience'}\n }\n ]\n assert serialized_deposit['fast_terms'] == [\n {\n 'data': {'source': 'FAST', 'value': 'Border terrier'}\n }\n ]\n\n\ndef test_serialize_terms_for_edit_ui_no_terms(create_record):\n deposit = create_record(published=False)\n\n serialized_deposit = serialize_terms_for_edit_ui(deposit)\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n#\n# This file is part of menRva.\n# Copyright (C) 2018-present NU,FSM,GHSL.\n#\n# menRva is free software; you can redistribute it and/or modify it\n# under the terms of the MIT License; see LICENSE file for more details.\n\n\"\"\"Test terms views.py\"\"\"\n\nfrom cd2h_repo_project.modules.terms.views import serialize_terms_for_edit_ui\n\n\ndef test_serialize_terms_for_edit_ui(create_record):\n deposit = create_record(\n {\n 'terms': [\n {'source': 'MeSH', 'value': 'Cognitive Neuroscience'},\n {'source': 'FAST', 'value': 'Border terrier'}\n ]\n\n Explanation: Complete the function 'test_serialize_terms_for_edit_ui_no_terms' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
813efba40d450227c03f83890923f36f0af07beb
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import webbrowser import wikipedia import requests def yt_search(search: str): webbrowser.open_new_tab(f"https://www.youtube.com/results?search_query={search}") def google_search(search: str): webbrowser.open_new_tab(f"https://www.google.com/search?q={search}") def bing_search(search: str): webbrowser.open_new_tab(f"https://www.bing.com/search?q={search}") def duck_search(search: str): webbrowser.open_new_tab(f"https://duckduckgo.com/?q={search}") def yahoo_search(search: str): webbrowser.open_new_tab(f"https://search.yahoo.com/search?p={search}") def ask_search(search: str): webbrowser.open_new_tab(f"https://www.ask.com/web?q={search}") def yandex_search(search: str): webbrowser.open_new_tab(f"https://yandex.com/search/?text={search}") def ecosia_search(search: str): webbrowser.open_new_tab(f"https://www.ecosia.org/search?q={search}") def fb_search(search: str): webbrowser.open_new_tab(f"https://www.facebook.com/search/top/?q={search}") def wiki_terminal_search(search: str, lang='en', sentence=1): try: wikipedia.set_lang(lang) print(wikipedia.summary(search, sentences=sentence)) except Exception as error: print(error) return error def mail_search(search: str): webbrowser.open_new_tab(f"https://mail.google.com/mail/u/0/#search/{search}") def wiki_web_search(search: str): webbrowser.open_new_tab(f"https://en.wikipedia.org/wiki/{search}") def test_site(search: str): """please enter site name with http information""" try: r = requests.get(search) except Exception as error: print(error) return "site not working" if r.status_code == 200: print("site working") return "site working"
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 38 Unexpected indentation at line 39 💡 Suggestions: Remove debug print() at line 35 before production Remove debug print() at line 37 before production Remove debug print() at line 52 before production
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 13
| 0
| 1,766
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport webbrowser\nimport wikipedia\nimport requests\n\ndef yt_search(search: str):\n webbrowser.open_new_tab(f\"https://www.youtube.com/results?search_query={search}\")\n\ndef google_search(search: str):\n webbrowser.open_new_tab(f\"https://www.google.com/search?q={search}\")\n\ndef bing_search(search: str):\n webbrowser.open_new_tab(f\"https://www.bing.com/search?q={search}\")\n\ndef duck_search(search: str):\n webbrowser.open_new_tab(f\"https://duckduckgo.com/?q={search}\")\n\ndef yahoo_search(search: str):\n webbrowser.open_new_tab(f\"https://search.yahoo.com/search?p={search}\")\n\ndef ask_search(search: str):\n webbrowser.open_new_tab(f\"https://www.ask.com/web?q={search}\")\n\ndef yandex_search(search: str):\n webbrowser.open_new_tab(f\"https://yandex.com/search/?text={search}\")\n\ndef ecosia_search(search: str):\n webbrowser.open_new_tab(f\"https://www.ecosia.org/search?q={search}\")\n\ndef fb_search(search: str):\n webbrowser.open_new_tab(f\"https://www.facebook.com/search/top/?q={search}\")\n\ndef wiki_terminal_search(search: str, lang='en', sentence=1):\n try:\n wikipedia.set_lang(lang)\n print(wikipedia.summary(search, sentences=sentence))\n except Exception as error:\n print(error)\n return error\n \ndef mail_search(search: str):\n webbrowser.open_new_tab(f\"https://mail.google.com/mail/u/0/#search/{search}\")\n\ndef wiki_web_search(search: str):\n webbrowser.open_new_tab(f\"https://en.wikipedia.org/wiki/{search}\")\n\ndef test_site(search: str):\n \"\"\"please enter site name with http information\"\"\"\n try:\n r = requests.get(search)\n\n except Exception as error:\n print(error)\n return \"site not working\"\n \n if r.status_code == 200:\n print(\"site working\")\n return \"site working\""}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 35 before production\n Remove debug print() at line 37 before production\n Remove debug print() at line 52 before production"}]
| false
| null | null | null |
813f340b009c015cf7a900f2f532f4b131c3414d
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import string from timeit import itertools s1 = '315c4eeaa8b5f8aaf9174145bf43e1784b8fa00dc71d885a804e5ee9fa40b16349c146fb778cdf2d3aff021dfff5b403b510d0d0455468aeb98622b137dae857553ccd8883a7bc37520e06e515d22c954eba5025b8cc57ee59418ce7dc6bc41556bdb36bbca3e8774301fbcaa3b83b220809560987815f65286764703de0f3d524400a19b159610b11ef3e' s2 = '234c02ecbbfbafa3ed18510abd11fa724fcda2018a1a8342cf064bbde548b12b07df44ba7191d9606ef4081ffde5ad46a5069d9f7f543bedb9c861bf29c7e205132eda9382b0bc2c5c4b45f919cf3a9f1cb74151f6d551f4480c82b2cb24cc5b028aa76eb7b4ab24171ab3cdadb8356f' s3 = '32510ba9a7b2bba9b8005d43a304b5714cc0bb0c8a34884dd91304b8ad40b62b07df44ba6e9d8a2368e51d04e0e7b207b70b9b8261112bacb6c866a232dfe257527dc29398f5f3251a0d47e503c66e935de81230b59b7afb5f41afa8d661cb' s4 = '32510ba9aab2a8a4fd06414fb517b5605cc0aa0dc91a8908c2064ba8ad5ea06a029056f47a8ad3306ef5021eafe1ac01a81197847a5c68a1b78769a37bc8f4575432c198ccb4ef63590256e305cd3a9544ee4160ead45aef520489e7da7d835402bca670bda8eb775200b8dabbba246b130f040d8ec6447e2c767f3d30ed81ea2e4c1404e1315a1010e7229be6636aaa' # Complete this line s6 = '32510bfbacfbb9befd54415da243e1695ecabd58c519cd4bd2061bbde24eb76a19d84aba34d8de287be84d07e7e9a30ee714979c7e1123a8bd9822a33ecaf512472e8e8f8db3f9635c1949e640c621854eba0d79eccf52ff111284b4cc61d11902aebc66f2b2e436434eacc0aba938220b084800c2ca4e693522643573b2c4ce35050b0cf774201f0fe52ac9f26d71b6cf61a711cc229f77ace7aa88a2f19983122b11be87a59c355d25f8e4' s7 = '32510bfbacfbb9befd54415da243e1695ecabd58c519cd4bd90f1fa6ea5ba47b01c909ba7696cf606ef40c04afe1ac0aa8148dd066592ded9f8774b529c7ea125d298e8883f5e9305f4b44f915cb2bd05af51373fd9b4af511039fa2d96f83414aaaf261bda2e97b170fb5cce2a53e675c154c0d9681596934777e2275b381ce2e40582afe67650b13e72287ff2270abcf73bb028932836fbdecfecee0a3b894473c1bbeb6b4913a536ce4f9b13f1efff71ea313c8661dd9a4ce' s8 = '315c4eeaa8b5f8bffd11155ea506b56041c6a00c8a08854dd21a4bbde54ce56801d943ba708b8a3574f40c00fff9e00fa1439fd0654327a3bfc860b92f89ee04132ecb9298f5fd2d5e4b45e40ecc3b9d59e9417df7c95bba410e9aa2ca24c5474da2f276baa3ac325918b2daada43d6712150441c2e04f6565517f317da9d3' s9 = '271946f9bbb2aeadec111841a81abc300ecaa01bd8069d5cc91005e9fe4aad6e04d513e96d99de2569bc5e50eeeca709b50a8a987f4264edb6896fb537d0a716132ddc938fb0f836480e06ed0fcd6e9759f40462f9cf57f4564186a2c1778f1543efa270bda5e933421cbe88a4a52222190f471e9bd15f652b653b7071aec59a2705081ffe72651d08f822c9ed6d76e48b63ab15d0208573a7eef027' s10 = '466d06ece998b7a2fb1d464fed2ced7641ddaa3cc31c9941cf110abbf409ed39598005b3399ccfafb61d0315fca0a314be138a9f32503bedac8067f03adbf3575c3b8edc9ba7f537530541ab0f9f3cd04ff50d66f1d559ba520e89a2cb2a83' s11 = '32510ba9babebbbefd001547a810e67149caee11d945cd7fc81a05e9f85aac650e9052ba6a8cd8257bf14d13e6f0a803b54fde9e77472dbff89d71b57bddef121336cb85ccb8f3315f4b52e301d16e9f52f904' de ... [code truncated] ...
|
The missing line is: s5 = '3f561ba9adb4b6ebec54424ba317b564418fac0dd35f8c08d31a1fe9e24fe56808c213f17c81d9607cee021dafe1e001b21ade877a5e68bea88d61b93ac5ee0d562e8e9582f5ef375f0a4ae20ed86e935de81230b59b73fb4302cd95d770c65b40aaa065f2a5e33a5a0bb5dcaba43722130f042f8ec85b7c2070'
|
intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 3,033
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport string\nfrom timeit import itertools\n\ns1 = '315c4eeaa8b5f8aaf9174145bf43e1784b8fa00dc71d885a804e5ee9fa40b16349c146fb778cdf2d3aff021dfff5b403b510d0d0455468aeb98622b137dae857553ccd8883a7bc37520e06e515d22c954eba5025b8cc57ee59418ce7dc6bc41556bdb36bbca3e8774301fbcaa3b83b220809560987815f65286764703de0f3d524400a19b159610b11ef3e'\ns2 = '234c02ecbbfbafa3ed18510abd11fa724fcda2018a1a8342cf064bbde548b12b07df44ba7191d9606ef4081ffde5ad46a5069d9f7f543bedb9c861bf29c7e205132eda9382b0bc2c5c4b45f919cf3a9f1cb74151f6d551f4480c82b2cb24cc5b028aa76eb7b4ab24171ab3cdadb8356f'\ns3 = '32510ba9a7b2bba9b8005d43a304b5714cc0bb0c8a34884dd91304b8ad40b62b07df44ba6e9d8a2368e51d04e0e7b207b70b9b8261112bacb6c866a232dfe257527dc29398f5f3251a0d47e503c66e935de81230b59b7afb5f41afa8d661cb'\ns4 = '32510ba9aab2a8a4fd06414fb517b5605cc0aa0dc91a8908c2064ba8ad5ea06a029056f47a8ad3306ef5021eafe1ac01a81197847a5c68a1b78769a37bc8f4575432c198ccb4ef63590256e305cd3a9544ee4160ead45aef520489e7da7d835402bca670bda8eb775200b8dabbba246b130f040d8ec6447e2c767f3d30ed81ea2e4c1404e1315a1010e7229be6636aaa'\n # Complete this line\ns6 = '32510bfbacfbb9befd54415da243e1695ecabd58c519cd4bd2061bbde24eb76a19d84aba34d8de287be84d07e7e9a30ee714979c7e1123a8bd9822a33ecaf512472e8e8f8db3f9635c1949e640c621854eba0d79eccf52ff111284b4cc61d11902aebc66f2b2e436434eacc0aba938220b084800c2ca4e693522643573b2c4ce35050b0cf774201f0fe52ac9f26d71b6cf61a711cc229f77ace7aa88a2f19983122b11be87a59c355d25f8e4'\ns7 = '32510bfbacfbb9befd54415da243e1695ecabd58c519cd4bd90f1fa6ea5ba47b01c909ba7696cf606ef40c04afe1ac0aa8148dd066592ded9f8774b529c7ea125d298e8883f5e9305f4b44f915cb2bd05af51373fd9b4af511039fa2d96f83414aaaf261bda2e97b170fb5cce2a53e675c154c0d9681596934777e2275b381ce2e40582afe67650b13e72287ff2270abcf73bb028932836fbdecfecee0a3b894473c1bbeb6b4913a536ce4f9b13f1efff71ea313c8661dd9a4ce'\ns8 = '315c4eeaa8b5f8bffd11155ea506b56041c6a00c8a08854dd21a4bbde54ce56801d943ba708b8a3574f40c00fff9e00fa1439fd0654327a3bfc860b92f89ee04132ecb9298f5fd2d5e4b45e40ecc3b9d59e9417df7c95bba410e9aa2ca24c5474da2f276baa3ac325918b2daada43d6712150441c2e04f6565517f317da9d3'\ns9 = '271946f9bbb2aeadec111841a81abc300ecaa01bd8069d5cc91005e9fe4aad6e04d513e96d99de2569bc5e50eeeca709b50a8a987f4264edb6896fb537d0a716132ddc938fb0f836480e06ed0fcd6e9759f40462f9cf57f4564186a2c1778f1543efa270bda5e933421cbe88a4a52222190f471e9bd15f652b653b7071aec59a2705081ffe72651d08f822c9ed6d76e48b63ab15d0208573a7eef027'\ns10 = '466d06ece998b7a2fb1d464fed2ced7641ddaa3cc31c9941cf110abbf409ed39598005b3399ccfafb61d0315fca0a314be138a9f32503bedac8067f03adbf3575c3b8edc9ba7f537530541ab0f9f3cd04ff50d66f1d559ba520e89a2cb2a83'\ns11 = '32510ba9babebbbefd001547a810e67149caee11d945cd7fc81a05e9f85aac650e9052ba6a8cd8257bf14d13e6f0a803b54fde9e77472dbff89d71b57bddef121336cb85ccb8f3315f4b52e301d16e9f52f904'\n\n\nde\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "The missing line is:\ns5 = '3f561ba9adb4b6ebec54424ba317b564418fac0dd35f8c08d31a1fe9e24fe56808c213f17c81d9607cee021dafe1e001b21ade877a5e68bea88d61b93ac5ee0d562e8e9582f5ef375f0a4ae20ed86e935de81230b59b73fb4302cd95d770c65b40aaa065f2a5e33a5a0bb5dcaba43722130f042f8ec85b7c2070'"}]
| false
| null | null | null |
813ffa71bdba0211d608c2b11546d97e7ed15b73
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- class UCBInterface(BanditInterface): r"""Implementation of the constructor of UCB (Upper Confidence Bound) and method allocate_arms. The method get_ucb_payoff is implemented in subclass. A class to encapsulate the computation of bandit UCB. The Algorithm: http://moodle.technion.ac.il/pluginfile.php/192340/mod_resource/content/0/UCB.pdf To inherit this class, a subclass needs to implement get_ucb_payoff (see :func:`moe.bandit.ucb.ucb1.UCB1.get_ucb_payoff` for an example), everything else is already implemented. See :mod:`moe.bandit.bandit_interface` docs for further details. """ def __init__( self, historical_info, subtype=None, ): """Construct a UCB object. :param historical_info: a dictionary of arms sampled :type historical_info: dictionary of (
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 4 • Unclosed '(' at line 24 - expected ')' Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 884
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass UCBInterface(BanditInterface):\n\n r\"\"\"Implementation of the constructor of UCB (Upper Confidence Bound) and method allocate_arms. The method get_ucb_payoff is implemented in subclass.\n\n A class to encapsulate the computation of bandit UCB.\n The Algorithm: http://moodle.technion.ac.il/pluginfile.php/192340/mod_resource/content/0/UCB.pdf\n\n To inherit this class, a subclass needs to implement get_ucb_payoff\n (see :func:`moe.bandit.ucb.ucb1.UCB1.get_ucb_payoff` for an example), everything else is already implemented.\n\n See :mod:`moe.bandit.bandit_interface` docs for further details.\n\n \"\"\"\n\n def __init__(\n self,\n historical_info,\n subtype=None,\n ):\n \"\"\"Construct a UCB object.\n\n :param historical_info: a dictionary of arms sampled\n :type historical_info: dictionary of ("}, {"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 4\n \u2022 Unclosed '(' at line 24 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
81411abc782bf9b1f6f3f22e5119bf12fc73f345
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import Hedge while True: text = input('Hedge > ') if text.strip() == "": continue result, error = Hedge.run('<stdin>', text) if (error): print(error.asString()) elif len(result): if len(result.elements) == 1: print(repr(result.elements[0])) else: print(repr(result))
|
Logical Error Analysis: Error Type: MISSING_CONDITION Issue: Checking length instead of truthiness Severity: MEDIUM Location: Line 11 Buggy code: elif len(result): Should be: elif result: Explanation: Incomplete or wrong condition check Fix: Add proper None check or condition
|
intermediate
|
general
|
logical_errors
|
Pythoncode:Python
| 0
| 0
| 301
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport Hedge\r\n\r\nwhile True:\r\n\ttext = input('Hedge > ')\r\n\tif text.strip() == \"\":\r\n\t\tcontinue\r\n\tresult, error = Hedge.run('<stdin>', text)\r\n\r\n\tif (error):\r\n\t\tprint(error.asString())\r\n\telif len(result):\r\n\t\tif len(result.elements) == 1:\r\n\t\t\tprint(repr(result.elements[0]))\r\n\t\telse:\r\n\t\t\tprint(repr(result))"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: MISSING_CONDITION\n Issue: Checking length instead of truthiness\n Severity: MEDIUM\n\n Location: Line 11\n\n Buggy code:\n elif len(result):\n\n Should be:\n elif result:\n\n Explanation: Incomplete or wrong condition check\n Fix: Add proper None check or condition"}]
| true
|
logical
|
MISSING_CONDITION
|
MEDIUM
|
8141278e8aec7ffc16f0909af9f0862c9b9fc0df
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import numpy as np from yt.geometry.selection_routines import GridSelector from yt.utilities.io_handler import BaseIOHandler from yt.utilities.logger import ytLogger as mylog from yt.utilities.on_demand_imports import _h5py as h5py class IOHandlerPackedHDF5(BaseIOHandler): _dataset_type = "enzo_packed_3d" _base = slice(None) _field_dtype = "float64" def _read_field_names(self, grid): if grid.filename is None: return [] f = h5py.File(grid.filename, mode="r") try: group = f["/Grid%08i" % grid.id] except KeyError: group = f fields = [] dtypes = set() add_io = "io" in grid.ds.particle_types add_dm = "DarkMatter" in grid.ds.particle_types for name, v in group.items(): # NOTE: This won't work with 1D datasets or references. # For all versions of Enzo I know about, we can assume all floats # are of the same size. So, let's grab one. if not hasattr(v, "shape") or v.dtype == "O": continue elif len(v.dims) == 1: if grid.ds.dimensionality == 1: fields.append(("enzo", str(name))) elif add_io: fields.append(("io", str(name))) elif add_dm: fields.append(("DarkMatter", str(name))) else: fields.append(("enzo", str(name))) dtypes.add(v.dtype) if len(dtypes) == 1: # Now, if everything we saw was the same dtype, we can go ahead and # set it here. We do this because it is a HUGE savings for 32 bit # floats, since our numpy copying/casting is way faster than # h5py's, for some reason I don't understand. This does *not* need # to be correct -- it will get fixed later -- it just needs to be # okay for now. self._field_dtype = list(dtypes)[0] f.close() return fields @property def _read_exception(self): return (KeyError,) def _read_particle_coords(self, chunks, ptf): yield from self._read_particle_fields(chunks, ptf, None) ... [17 more functiondefs truncated] ...
|
Functions: _read_field_names, _read_exception, _read_particle_coords Classes: IOHandlerPackedHDF5 This code demonstrates Pythoncode:Python programming.
|
advanced
|
oop
|
code_explanation
|
Pythoncode:Python
| 3
| 1
| 2,275
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport numpy as np\n\nfrom yt.geometry.selection_routines import GridSelector\nfrom yt.utilities.io_handler import BaseIOHandler\nfrom yt.utilities.logger import ytLogger as mylog\nfrom yt.utilities.on_demand_imports import _h5py as h5py\n\nclass IOHandlerPackedHDF5(BaseIOHandler):\n\n _dataset_type = \"enzo_packed_3d\"\n _base = slice(None)\n _field_dtype = \"float64\"\n\n def _read_field_names(self, grid):\n if grid.filename is None:\n return []\n f = h5py.File(grid.filename, mode=\"r\")\n try:\n group = f[\"/Grid%08i\" % grid.id]\n except KeyError:\n group = f\n fields = []\n dtypes = set()\n add_io = \"io\" in grid.ds.particle_types\n add_dm = \"DarkMatter\" in grid.ds.particle_types\n for name, v in group.items():\n # NOTE: This won't work with 1D datasets or references.\n # For all versions of Enzo I know about, we can assume all floats\n # are of the same size. So, let's grab one.\n if not hasattr(v, \"shape\") or v.dtype == \"O\":\n continue\n elif len(v.dims) == 1:\n if grid.ds.dimensionality == 1:\n fields.append((\"enzo\", str(name)))\n elif add_io:\n fields.append((\"io\", str(name)))\n elif add_dm:\n fields.append((\"DarkMatter\", str(name)))\n else:\n fields.append((\"enzo\", str(name)))\n dtypes.add(v.dtype)\n\n if len(dtypes) == 1:\n # Now, if everything we saw was the same dtype, we can go ahead and\n # set it here. We do this because it is a HUGE savings for 32 bit\n # floats, since our numpy copying/casting is way faster than\n # h5py's, for some reason I don't understand. This does *not* need\n # to be correct -- it will get fixed later -- it just needs to be\n # okay for now.\n self._field_dtype = list(dtypes)[0]\n f.close()\n return fields\n\n @property\n def _read_exception(self):\n return (KeyError,)\n\n def _read_particle_coords(self, chunks, ptf):\n yield from self._read_particle_fields(chunks, ptf, None)\n\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: _read_field_names, _read_exception, _read_particle_coords\n Classes: IOHandlerPackedHDF5\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
81433f45286c6ca7869898f63194549b86792d2f
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python3 """ cidr_enum.py is a very simple tool to help enumerate IP ranges when being used with other tools """ import argparse import netaddr def enum_ranges(ranges, do_sort): cidrs=[] for r in ranges: try: cidrs.append(netaddr.IPNetwork(r)) except Exception as e: print("Error:", e) return if(do_sort): cidrs = sorted(cidrs) #print(cidrs) for cidr in cidrs: for ip in cidr: print(ip) def main(): parser = argparse.ArgumentParser(description='Enumarate CIDR ranges') parser.add_argument('ranges', metavar='range', type=str, nargs='*', help='List of CIDR ranges to enumerate') parser.add_argument('-f', '--files', metavar='file', type=str, nargs='*', help='List of files to retrieve CIDR ranges to enumerate') parser.add_argument('-s', '--sort', action='store_true', help='Sort CIDR ranges') args = parser.parse_args() if args.files: files = list(args.files) else: files = [] ranges = list(args.ranges) if not (files or ranges): print ("Please give a list or ranges or input files") parser.print_help() return for f in files: with open(f, "r") as fd: for l in fd.readlines(): ranges.append(l.strip()) enum_ranges(ranges, do_sort=args.sort) if __name__ == '__main__': main()
|
Code Review: ❌ Critical issues: Unterminated string literal at line 3 ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 20 Unexpected indentation at line 21 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 35 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 ✨ Improvements: Add closing quote at line 3 Add docstring to function 'enum_ranges' Add docstring to function 'main' Remove debug print() at line 16 before production Remove debug print() at line 23 before production Remove debug print() at line 39 before production
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 2
| 0
| 1,275
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n\"\"\"\ncidr_enum.py is a very simple tool to help enumerate IP ranges when being used with other tools\n\"\"\"\n\nimport argparse\nimport netaddr\n\ndef enum_ranges(ranges, do_sort):\n\tcidrs=[]\n\tfor r in ranges:\n\t\ttry:\n\t\t\tcidrs.append(netaddr.IPNetwork(r))\n\t\texcept Exception as e:\n\t\t\tprint(\"Error:\", e)\n\t\t\treturn\n\tif(do_sort):\n\t\tcidrs = sorted(cidrs)\n\t#print(cidrs)\n\tfor cidr in cidrs:\n\t\tfor ip in cidr:\n\t\t\tprint(ip)\n\ndef main():\n\tparser = argparse.ArgumentParser(description='Enumarate CIDR ranges')\n\tparser.add_argument('ranges', metavar='range', type=str, nargs='*',\n help='List of CIDR ranges to enumerate')\n\tparser.add_argument('-f', '--files', metavar='file', type=str, nargs='*',\n\t\t\t\t\thelp='List of files to retrieve CIDR ranges to enumerate')\n\tparser.add_argument('-s', '--sort', action='store_true', help='Sort CIDR ranges')\n\targs = parser.parse_args()\n\tif args.files:\n\t\tfiles = list(args.files)\n\telse:\n\t\tfiles = []\n\tranges = list(args.ranges)\n\tif not (files or ranges):\n\t\tprint (\"Please give a list or ranges or input files\")\n\t\tparser.print_help()\n\t\treturn\n\tfor f in files:\n\t\twith open(f, \"r\") as fd:\n\t\t\tfor l in fd.readlines():\n\t\t\t\tranges.append(l.strip())\n\n\tenum_ranges(ranges, do_sort=args.sort)\n\nif __name__ == '__main__':\n\tmain()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 3\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 20\n Unexpected indentation at line 21\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 35\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n\n\u2728 Improvements:\n Add closing quote at line 3\n Add docstring to function 'enum_ranges'\n Add docstring to function 'main'\n Remove debug print() at line 16 before production\n Remove debug print() at line 23 before production\n Remove debug print() at line 39 before production"}]
| false
| null | null | null |
81434230700195b62a622200418ac9737e7bcf37
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # model settings
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Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
beginner
|
machine_learning
|
debugging
|
Pythoncode:Python
| 0
| 0
| 16
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# model settings"}, {"role": "assistant", "content": " Code analysis results:\n\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
81434e0f75802811d789efae93fbec2c949725b8
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/python2.7 # Python 2.7 version by Alex Eames of http://RasPi.TV # functionally equivalent to the Gertboard dtoa test by Gert Jan van Loo & Myra VanInwegen # Use at your own risk - I'm pretty sure the code is harmless, but check it yourself. # This will not work unless you have installed py-spidev as in the README.txt file # spi must also be enabled on your system import spidev import sys from time import sleep board_type = sys.argv[-1] # reload spi drivers to prevent spi failures import subprocess unload_spi = subprocess.Popen('sudo rmmod spi_bcm2708', shell=True, stdout=subprocess.PIPE) start_spi = subprocess.Popen('sudo modprobe spi_bcm2708', shell=True, stdout=subprocess.PIPE) sleep(3) def which_channel(): channel = raw_input("Which channel do you want to test? Type 0 or 1.\n") # User inputs channel number while not channel.isdigit(): # Check valid user input channel = raw_input("Try again - just numbers 0 or 1 please!\n") # Make them do it again if wrong return channel spi = spidev.SpiDev() spi.open(0,1) # The Gertboard DAC is on SPI channel 1 (CE1 - aka GPIO7) channel = 3 # set initial value to force user selection common = [0,0,0,160,240] # 2nd byte common to both channels voltages = [0.0,0.5,1.02,1.36,2.04] # voltages for display while not (channel == 1 or channel == 0): # channel is set by user input channel = int(which_channel()) # continue asking until answer 0 or 1 given if channel == 1: # once proper answer given, carry on num_list = [176,180,184,186,191] # set correct channel-dependent list for byte 1 else: num_list = [48,52,56,58,63] print "These are the connections for the digital to analogue test:" if board_type == "m": print "jumper connecting GPIO 7 to CSB" print "Multimeter connections (set your meter to read V DC):" print " connect black probe to GND" print " connect red probe to DA%d on D/A header" % channel else: print "jumper connecting GP11 to SCLK" print "jumper connecting GP10 to MOSI" print "jumper connecting GP9 to MISO" print "jumper connecting GP7 to CSnB" print "Multimeter connections (set your meter to read V DC):" print " connect black probe to GND" print " connect red probe to DA%d on J29" % channel raw_input("When ready hit enter.\n") for i in range(5): r = spi.xfer2([num_list[i],common[i]]) #write the two bytes to the DAC print "Your meter should read about %.2fV" % voltages[i] raw_input("When ready hit enter.\n") r = spi.xfer2([16,0]) # switch off channel A = 00010000 00000000 [16,0] r = spi.xfer2([144,0]) # switch off channel B = 10010000 00000000 [144,0] # The DAC is controlled by writing 2 bytes (16 bits) to it. # So we need to write a 16 bit word to DAC # bit 15 = channe ... [code truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 4 SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 39 ⚠️ Warnings: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 31 💡 Suggestions: Complete the expression on the last line Add closing quote at line 4 Review code syntax
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intermediate
|
testing
|
debugging
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Pythoncode:Python
| 1
| 0
| 3,033
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/python2.7\n# Python 2.7 version by Alex Eames of http://RasPi.TV \n# functionally equivalent to the Gertboard dtoa test by Gert Jan van Loo & Myra VanInwegen\n# Use at your own risk - I'm pretty sure the code is harmless, but check it yourself.\n# This will not work unless you have installed py-spidev as in the README.txt file\n# spi must also be enabled on your system\n\nimport spidev\nimport sys\nfrom time import sleep\nboard_type = sys.argv[-1]\n\n# reload spi drivers to prevent spi failures\nimport subprocess\nunload_spi = subprocess.Popen('sudo rmmod spi_bcm2708', shell=True, stdout=subprocess.PIPE)\nstart_spi = subprocess.Popen('sudo modprobe spi_bcm2708', shell=True, stdout=subprocess.PIPE)\nsleep(3)\n\ndef which_channel():\n channel = raw_input(\"Which channel do you want to test? Type 0 or 1.\\n\") # User inputs channel number\n while not channel.isdigit(): # Check valid user input\n channel = raw_input(\"Try again - just numbers 0 or 1 please!\\n\") # Make them do it again if wrong\n return channel\n\nspi = spidev.SpiDev()\nspi.open(0,1) # The Gertboard DAC is on SPI channel 1 (CE1 - aka GPIO7)\n\nchannel = 3 # set initial value to force user selection\ncommon = [0,0,0,160,240] # 2nd byte common to both channels\nvoltages = [0.0,0.5,1.02,1.36,2.04] # voltages for display\n \nwhile not (channel == 1 or channel == 0): # channel is set by user input\n channel = int(which_channel()) # continue asking until answer 0 or 1 given\nif channel == 1: # once proper answer given, carry on\n num_list = [176,180,184,186,191] # set correct channel-dependent list for byte 1\nelse:\n num_list = [48,52,56,58,63]\n\nprint \"These are the connections for the digital to analogue test:\"\n\nif board_type == \"m\":\n print \"jumper connecting GPIO 7 to CSB\"\n print \"Multimeter connections (set your meter to read V DC):\"\n print \" connect black probe to GND\"\n print \" connect red probe to DA%d on D/A header\" % channel\n\nelse:\n print \"jumper connecting GP11 to SCLK\"\n print \"jumper connecting GP10 to MOSI\"\n print \"jumper connecting GP9 to MISO\"\n print \"jumper connecting GP7 to CSnB\"\n print \"Multimeter connections (set your meter to read V DC):\"\n print \" connect black probe to GND\"\n print \" connect red probe to DA%d on J29\" % channel\n\nraw_input(\"When ready hit enter.\\n\")\n\nfor i in range(5):\n r = spi.xfer2([num_list[i],common[i]]) #write the two bytes to the DAC\n print \"Your meter should read about %.2fV\" % voltages[i] \n raw_input(\"When ready hit enter.\\n\")\n\nr = spi.xfer2([16,0]) # switch off channel A = 00010000 00000000 [16,0]\nr = spi.xfer2([144,0]) # switch off channel B = 10010000 00000000 [144,0]\n\n# The DAC is controlled by writing 2 bytes (16 bits) to it. \n# So we need to write a 16 bit word to DAC\n# bit 15 = channe\n\n ... [code 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 4\n SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 39\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 31\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 4\n Review code syntax"}]
| false
| null | null | null |
8143df98ebce82100584c4d53ea2d04b4dccafa6
|
TheStack--python--000.parquet
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Review this Pythoncode:Python code: # -*- coding: utf-8 -*- import sublime from . import blame from . import templates class SimpleStatusBarTemplate(object): """A simple template class with the same interface as jinja2's one.""" # a list of variables used by this template variables = frozenset([ 'repo', 'branch', 'compare', 'inserted', 'deleted', 'modified', 'line_author', 'line_author_age' ]) @staticmethod def render(repo=None, branch=None, compare=None, inserted=0, deleted=0, modified=0, line_author=None, line_author_age=None, **kwargs): """Format the status bar text using a static set of rules. Arguments: repo (string): The repository name branch (string): The branch name. compare (string): The compared branch/tag/commit inserted (int): The amount of inserted lines deleted (int): The amount of deleted lines modified (int): The amount of modified lines line_author (string): The author of the active line line_author_age (string): The age of the active line's change Returns: string: The formatted message to display in the status bar. """ if not repo or not branch: return '' parts = ['{repo}/{branch}'] # Compare against if compare not in ('HEAD', branch, None): parts.append('Comparing against {compare}') # File statistics if inserted: parts.append('{inserted}+') if deleted: parts.append('{deleted}-') if modified: parts.append(u'{modified}≠') # blame message if line_author and line_author_age: parts.append(u'⟢ {line_author} ({line_author_age})') # join template and fill with locals return ', '.join(parts).format(**locals()) class GitGutterStatusBar(object): """The class manages status bar text rendering. It stores all information, which might get displayed in the status bar and provides functions to partially update them. """ ... [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 9 Invalid syntax at line 68: ... [5 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 24 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 34 Unexpected indentation at line 35 Unexpected indentation at line 41 Unexpected indentation at line 45 Unexpected indentation at line 47 Unexpected indentation at line 49 Unexpected indentation at line 53 Unexpected indentation at line 57 Unexpected indentation at line 64 Unexpected indentation at line 65 ✨ Improvements: Complete the expression on the last line Add closing quote at line 9 Review syntax near the error location
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advanced
|
database
|
code_review
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Pythoncode:Python
| 1
| 2
| 2,160
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nimport sublime\n\nfrom . import blame\nfrom . import templates\n\n\nclass SimpleStatusBarTemplate(object):\n \"\"\"A simple template class with the same interface as jinja2's one.\"\"\"\n\n # a list of variables used by this template\n variables = frozenset([\n 'repo', 'branch', 'compare', 'inserted', 'deleted', 'modified',\n 'line_author', 'line_author_age'\n ])\n\n @staticmethod\n def render(repo=None, branch=None, compare=None, inserted=0, deleted=0,\n modified=0, line_author=None, line_author_age=None, **kwargs):\n \"\"\"Format the status bar text using a static set of rules.\n\n Arguments:\n repo (string): The repository name\n branch (string): The branch name.\n compare (string): The compared branch/tag/commit\n inserted (int): The amount of inserted lines\n deleted (int): The amount of deleted lines\n modified (int): The amount of modified lines\n line_author (string): The author of the active line\n line_author_age (string): The age of the active line's change\n\n Returns:\n string: The formatted message to display in the status bar.\n \"\"\"\n if not repo or not branch:\n return ''\n\n parts = ['{repo}/{branch}']\n\n # Compare against\n if compare not in ('HEAD', branch, None):\n parts.append('Comparing against {compare}')\n\n # File statistics\n if inserted:\n parts.append('{inserted}+')\n if deleted:\n parts.append('{deleted}-')\n if modified:\n parts.append(u'{modified}\u2260')\n\n # blame message\n if line_author and line_author_age:\n parts.append(u'\u27e2 {line_author} ({line_author_age})')\n\n # join template and fill with locals\n return ', '.join(parts).format(**locals())\n\n\nclass GitGutterStatusBar(object):\n \"\"\"The class manages status bar text rendering.\n\n It stores all information, which might get displayed in the status bar\n and provides functions to partially update them.\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 9\n Invalid syntax at line 68: ... [5 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\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 18\n Unexpected indentation at line 19\n Unexpected indentation at line 24\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 34\n Unexpected indentation at line 35\n Unexpected indentation at line 41\n Unexpected indentation at line 45\n Unexpected indentation at line 47\n Unexpected indentation at line 49\n Unexpected indentation at line 53\n Unexpected indentation at line 57\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 9\n Review syntax near the error location"}]
| false
| null | null | null |
d48ba98f343e96c0da8c5db735d6d98bd7a3e3d3
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import unicode_literals from django.test import TestCase
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
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beginner
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testing
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error_detection
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Pythoncode:Python
| 1
| 1
| 98
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\n\nfrom django.test import TestCase"}, {"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
|
d48c84bf13aa3330a9778d95947b20e6d95dfadf
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # import logging # import hercules.lib.util.hercules_logging as l # from hercules.lib.util import sso as sso import opencv2 as cv2 import urllib import numpy as np # log = l.setup_logging(__name__) def main(args=None): # username, passowrd = sso.get_login_credentials("WATCHER") # Open a sample video available in sample-videos vcap = cv2.VideoCapture('https://www.sample-videos.com/video/mp4/720/big_buck_bunny_720p_2mb.mp4') #if not vcap.isOpened(): # print "File Cannot be Opened" while(True): # Capture frame-by-frame ret, frame = vcap.read() #print cap.isOpened(), ret if frame is not None: # Display the resulting frame cv2.imshow('frame',frame) # Press q to close the video windows before it ends if you want if cv2.waitKey(22) & 0xFF == ord('q'): break else: print("Frame is None") break # When everything done, release the capture vcap.release() cv2.destroyAllWindows() print("Video stop") if __name__ == "__main__": main()
|
Functions: main This code demonstrates Pythoncode:Python programming.
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intermediate
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api
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code_explanation
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Pythoncode:Python
| 1
| 0
| 1,115
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# import logging\n# import hercules.lib.util.hercules_logging as l\n# from hercules.lib.util import sso as sso\nimport opencv2 as cv2\nimport urllib\nimport numpy as np\n\n# log = l.setup_logging(__name__)\n\ndef main(args=None):\n # username, passowrd = sso.get_login_credentials(\"WATCHER\")\n # Open a sample video available in sample-videos\n vcap = cv2.VideoCapture('https://www.sample-videos.com/video/mp4/720/big_buck_bunny_720p_2mb.mp4')\n #if not vcap.isOpened():\n # print \"File Cannot be Opened\"\n\n while(True):\n # Capture frame-by-frame\n ret, frame = vcap.read()\n #print cap.isOpened(), ret\n if frame is not None:\n # Display the resulting frame\n cv2.imshow('frame',frame)\n # Press q to close the video windows before it ends if you want\n if cv2.waitKey(22) & 0xFF == ord('q'):\n break\n else:\n print(\"Frame is None\")\n break\n\n # When everything done, release the capture\n vcap.release()\n cv2.destroyAllWindows()\n print(\"Video stop\")\n\n\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": " Functions: main\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d48e8d3a34a96d0df0efeeb8e07e14864978dc32
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from rest_framework.exceptions import APIException from rest_framework import status class GraphAPIError(APIException): """Base class for exceptions in this module.""" pass class NodeNotFoundError(GraphAPIError): status_code = status.HTTP_404_NOT_FOUND def __init__(self, id): self.id = id super(NodeNotFoundError, self).__init__("Node with id '{}' does not exist.".format(id)) # Complete this line status_code = status.HTTP_404_NOT_FOUND def __init__(self, node_type): self.node_type = node_type super(NodeTypeNotFoundError, self).__init__("Node type '{}' does not exist.".format(node_type)) class MissingNodeTypeError(GraphAPIError): """ Creating a node requires a type. """ status_code = status.HTTP_400_BAD_REQUEST class MalformedUpdateDictionaryError(GraphAPIError): status_code = status.HTTP_400_BAD_REQUEST class InvalidPropertyError(GraphAPIError): status_code = status.HTTP_400_BAD_REQUEST class InvalidValueError(GraphAPIError): status_code = status.HTTP_400_BAD_REQUEST class PermissionDenied(GraphAPIError): status_code = status.HTTP_403_FORBIDDEN default_detail = 'Insufficient permissions for the request.'
|
The missing line is: class NodeTypeNotFoundError(GraphAPIError):
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advanced
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api
|
fill_in_the_blank
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Pythoncode:Python
| 2
| 8
| 1,244
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom rest_framework.exceptions import APIException\nfrom rest_framework import status\n\n\nclass GraphAPIError(APIException):\n \"\"\"Base class for exceptions in this module.\"\"\"\n pass\n\n\nclass NodeNotFoundError(GraphAPIError):\n status_code = status.HTTP_404_NOT_FOUND\n\n def __init__(self, id):\n self.id = id\n super(NodeNotFoundError, self).__init__(\"Node with id '{}' does not exist.\".format(id))\n\n\n # Complete this line\n status_code = status.HTTP_404_NOT_FOUND\n\n def __init__(self, node_type):\n self.node_type = node_type\n super(NodeTypeNotFoundError, self).__init__(\"Node type '{}' does not exist.\".format(node_type))\n\n\nclass MissingNodeTypeError(GraphAPIError):\n \"\"\" Creating a node requires a type. \"\"\"\n status_code = status.HTTP_400_BAD_REQUEST\n\n\nclass MalformedUpdateDictionaryError(GraphAPIError):\n status_code = status.HTTP_400_BAD_REQUEST\n\n\nclass InvalidPropertyError(GraphAPIError):\n status_code = status.HTTP_400_BAD_REQUEST\n\nclass InvalidValueError(GraphAPIError):\n status_code = status.HTTP_400_BAD_REQUEST\n\nclass PermissionDenied(GraphAPIError):\n status_code = status.HTTP_403_FORBIDDEN\n default_detail = 'Insufficient permissions for the request.'"}, {"role": "assistant", "content": "The missing line is:\nclass NodeTypeNotFoundError(GraphAPIError):"}]
| false
| null | null | null |
d48ee17b3f638f1522292d248a4e2094be89792e
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python3 # Crypto trading bot using binance api # Author: LeonardoM011<Leonardo.leo.201@gmail.com> # Created on 2021-02-05 21:56 # Set constants here: def start(): hour_repeated = -1 try: while True: time = datetime.datetime.now() hour = time.hour minute = time.minute open_trade = client.futures_get_open_orders() if minute < 10: if not open_trade and hour_repeated != hour: candles = client.futures_klines(symbol="BTCUSDT", interval=Client.KLINE_INTERVAL_1HOUR, contractType="PERPETUAL") info = can.get_candle_info(candles[:-1]) candle_side = can.get_side(info) if candle_side: output.print_info('Initiating trade...') # Complete this line close_price = candles client.futures_create_order(symbol="BTCUSDT", side=candle_side, type=Client.ORDER_TYPE_MARKET, quantity=0.001) client.futures_create_order(symbol="BTCUSDT", side=can.flip_side(candle_side), type=Client.ORDER_TYPE_STOP_LOSS_LIMIT, quantity=0.001, price=57975.0, stopPrice=57976.0, workingType="MARK_PRICE") hour_repeated = hour t.sleep(300) except KeyboardInterrupt: print('Program canceled...') def connect(): while True: api_key = get_api_key("BINANCE_API_KEY") api_secret = get_api_key("BINANCE_API_SECRET_KEY") output.print_info('Connecting to binance...') global client client = Client(api_key, api_secret) if check_connectivity(client): output.print_ok('Successfully connected to binance.') if check_account_status(client): output.print_ok('Successfully connected using api keys.') return output.print_failed('Cannot connect to binance with api keys.') ... [1 more functiondefs truncated] ...
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The missing line is: #current_price = client.futures_mark_price(symbol="BTCUSDT", contractType="PERPETUAL")['markPrice']
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intermediate
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api
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fill_in_the_blank
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Pythoncode:Python
| 2
| 0
| 2,172
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python3\r\n\r\n# Crypto trading bot using binance api\r\n# Author: LeonardoM011<Leonardo.leo.201@gmail.com>\r\n# Created on 2021-02-05 21:56\r\n\r\n# Set constants here:\r\ndef start():\r\n hour_repeated = -1\r\n try:\r\n while True:\r\n time = datetime.datetime.now()\r\n hour = time.hour\r\n minute = time.minute\r\n open_trade = client.futures_get_open_orders()\r\n if minute < 10:\r\n if not open_trade and hour_repeated != hour:\r\n candles = client.futures_klines(symbol=\"BTCUSDT\", interval=Client.KLINE_INTERVAL_1HOUR, contractType=\"PERPETUAL\")\r\n info = can.get_candle_info(candles[:-1])\r\n candle_side = can.get_side(info)\r\n if candle_side:\r\n output.print_info('Initiating trade...')\r\n # Complete this line\n close_price = candles\r\n client.futures_create_order(symbol=\"BTCUSDT\", side=candle_side, type=Client.ORDER_TYPE_MARKET, quantity=0.001)\r\n client.futures_create_order(symbol=\"BTCUSDT\", side=can.flip_side(candle_side), type=Client.ORDER_TYPE_STOP_LOSS_LIMIT, quantity=0.001, price=57975.0, stopPrice=57976.0, workingType=\"MARK_PRICE\")\r\n\r\n hour_repeated = hour\r\n\r\n t.sleep(300)\r\n except KeyboardInterrupt:\r\n print('Program canceled...')\r\n\r\ndef connect():\r\n while True:\r\n api_key = get_api_key(\"BINANCE_API_KEY\")\r\n api_secret = get_api_key(\"BINANCE_API_SECRET_KEY\")\r\n \r\n output.print_info('Connecting to binance...')\r\n global client \r\n client = Client(api_key, api_secret)\r\n\r\n if check_connectivity(client):\r\n output.print_ok('Successfully connected to binance.')\r\n\r\n if check_account_status(client):\r\n output.print_ok('Successfully connected using api keys.')\r\n return\r\n\r\n output.print_failed('Cannot connect to binance with api keys.')\r\n\r\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n #current_price = client.futures_mark_price(symbol=\"BTCUSDT\", contractType=\"PERPETUAL\")['markPrice']"}]
| false
| null | null | null |
d48f61239e116e08f567623063b6adca1886ef91
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: # -*- coding: utf-8 -*- def setLabel(ax, xlabel, ylabel, title, xlim, ylim, legend=True): """ Function defining plot properties @param ax :: axes to be held @param xlabel, ylabel :: labels of the x-y axis @param title :: title of the plot @param xlim, ylim :: x-y limits for the axis """ ax.set_xlabel(xlabel) ax.set_ylabel(ylabel) if xlim == 'default': ax.set_xlim(xlim) if ylim != 'default': ax.set_ylim(ylim) if legend: l = ax.legend(loc='best', fontsize=14) for legend_handle in l.legendHandles: legend_handle._legmarker.set_markersize(12) ax.grid(False) ax.set_title(title, fontsize=18) return def plotAgnClusterDistribution(pos_z_clu, pos_z_AGN, pos_z_halo, cluster_params): """ Function to plot the AGN cluster distribution @pos_z_clu :: postion and redshifts of all the selected 'clusters' @pos_z_AGN :: postion and redshifts of all the selected AGNs @pos_z_gal :: postion and redshifts of all the selected galaxies """ halo_m_500c = cluster_params[0] fig, ax = plt.subplots(1,1,figsize=(9,8)) # plotting halos halos = ax.plot(pos_z_halo[0], pos_z_halo[1], '.', color='#fcd16d', markersize=0.2, label=r'All DM Halos', alpha=0.2) # plotting clusters cluster = ax.plot(pos_z_clu[0], pos_z_clu[1], 'o', color= '#03a351', markersize=3, label=r'Clusters $M_{500c}> 10^{%.1f} M_\odot$ '%(np.log10(halo_m_500c))) # plotting AGNs agn = ax.plot(pos_z_AGN[0], pos_z_AGN[1], '*', color='k', markersize=3.5, label=r'AGN', alpha=0.7) # labeling axes and defining limits xlim = [np.min(pos_z_halo[0]), np.max(pos_z_halo[0])] ylim = [np.min(pos_z_halo[1]), np.max(pos_z_halo[1])] setLabel(ax, 'R.A. (deg)', 'Dec (deg)', '', xlim, ylim, legend=True) print('Redshift z<%.2f'%(np.max(pos_z_clu[2]))) return ... [8 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong comparison operator Severity: CRITICAL Location: Line 13 Buggy code: if xlim == 'default': Should be: if xlim != 'default': Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
intermediate
|
general
|
logical_errors
|
Pythoncode:Python
| 2
| 0
| 1,982
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef setLabel(ax, xlabel, ylabel, title, xlim, ylim, legend=True):\n \"\"\"\n Function defining plot properties\n @param ax :: axes to be held\n @param xlabel, ylabel :: labels of the x-y axis\n @param title :: title of the plot\n @param xlim, ylim :: x-y limits for the axis\n \"\"\"\n ax.set_xlabel(xlabel)\n ax.set_ylabel(ylabel)\n \n if xlim == 'default':\n ax.set_xlim(xlim)\n \n if ylim != 'default':\n ax.set_ylim(ylim)\n \n if legend:\n l = ax.legend(loc='best', fontsize=14)\n for legend_handle in l.legendHandles:\n legend_handle._legmarker.set_markersize(12)\n \n ax.grid(False)\n ax.set_title(title, fontsize=18)\n return\n\ndef plotAgnClusterDistribution(pos_z_clu, pos_z_AGN, pos_z_halo, cluster_params):\n \"\"\"\n Function to plot the AGN cluster distribution\n @pos_z_clu :: postion and redshifts of all the selected 'clusters'\n @pos_z_AGN :: postion and redshifts of all the selected AGNs\n @pos_z_gal :: postion and redshifts of all the selected galaxies\n \"\"\"\n halo_m_500c = cluster_params[0]\n \n fig, ax = plt.subplots(1,1,figsize=(9,8))\n \n # plotting halos\n halos = ax.plot(pos_z_halo[0], pos_z_halo[1], '.', color='#fcd16d', markersize=0.2, label=r'All DM Halos', alpha=0.2)\n \n # plotting clusters\n cluster = ax.plot(pos_z_clu[0], pos_z_clu[1], 'o', color= '#03a351', markersize=3, label=r'Clusters $M_{500c}> 10^{%.1f} M_\\odot$ '%(np.log10(halo_m_500c)))\n \n # plotting AGNs\n agn = ax.plot(pos_z_AGN[0], pos_z_AGN[1], '*', color='k', markersize=3.5, label=r'AGN', alpha=0.7)\n\n # labeling axes and defining limits\n xlim = [np.min(pos_z_halo[0]), np.max(pos_z_halo[0])]\n ylim = [np.min(pos_z_halo[1]), np.max(pos_z_halo[1])]\n setLabel(ax, 'R.A. (deg)', 'Dec (deg)', '', xlim, ylim, legend=True)\n print('Redshift z<%.2f'%(np.max(pos_z_clu[2])))\n return\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong comparison operator\n Severity: CRITICAL\n\n Location: Line 13\n\n Buggy code:\n if xlim == 'default':\n\n Should be:\n if xlim != 'default':\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
d4910ca755a73b263041c7cd3c681f6108d61901
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Licensed to Modin Development Team under one or more contributor license agreements. # See the NOTICE file distributed with this work for additional information regarding # copyright ownership. The Modin Development Team licenses this file to you 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. """IO Modin on OmniSci storage format benchmarks.""" import modin.pandas as pd from ..utils import ( generate_dataframe, RAND_LOW, RAND_HIGH, ASV_USE_IMPL, IMPL, get_shape_id, trigger_import, get_benchmark_shapes, ) from ..io.csv import TimeReadCsvTrueFalseValues # noqa: F401 class TimeReadCsvNames: shapes = get_benchmark_shapes("omnisci.TimeReadCsvNames") param_names = ["shape"] params = [shapes] def setup_cache(self, test_filename="io_test_file_csv_names"): # filenames with a metadata of saved dataframes cache = {} for shape in self.shapes: df = generate_dataframe("pandas", "int", *shape, RAND_LOW, RAND_HIGH) file_id = get_shape_id(shape) cache[file_id] = ( f"{test_filename}_{file_id}.csv", df.columns.to_list(), df.dtypes.to_dict(), ) df.to_csv(cache[file_id][0], index=False) return cache def setup(self, cache, shape): # ray init if ASV_USE_IMPL == "modin": pd.DataFrame([]) file_id = get_shape_id(shape) self.filename, self.names, self.dtype = cache[file_id] def time_read_csv_names(self, cache, shape): df = IMPL[ASV_USE_IMPL].read_csv( self.filename, names=self.names, ... code continues ...
|
Completion: Missing: Function 'time_read_csv_names' is incomplete - body truncated To complete: • Complete the function 'time_read_csv_names' body and add missing return Example continuation: header=0, dtype=self.dtype, ) trigger_import(df)
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 3
| 1
| 2,149
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Licensed to Modin Development Team under one or more contributor license agreements.\n# See the NOTICE file distributed with this work for additional information regarding\n# copyright ownership. The Modin Development Team licenses this file to you under the\n# Apache License, Version 2.0 (the \"License\"); you may not use this file except in\n# compliance with the License. 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 distributed under\n# the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF\n# ANY KIND, either express or implied. See the License for the specific language\n# governing permissions and limitations under the License.\n\n\"\"\"IO Modin on OmniSci storage format benchmarks.\"\"\"\n\nimport modin.pandas as pd\n\nfrom ..utils import (\n generate_dataframe,\n RAND_LOW,\n RAND_HIGH,\n ASV_USE_IMPL,\n IMPL,\n get_shape_id,\n trigger_import,\n get_benchmark_shapes,\n)\n\nfrom ..io.csv import TimeReadCsvTrueFalseValues # noqa: F401\n\n\nclass TimeReadCsvNames:\n shapes = get_benchmark_shapes(\"omnisci.TimeReadCsvNames\")\n param_names = [\"shape\"]\n params = [shapes]\n\n def setup_cache(self, test_filename=\"io_test_file_csv_names\"):\n # filenames with a metadata of saved dataframes\n cache = {}\n for shape in self.shapes:\n df = generate_dataframe(\"pandas\", \"int\", *shape, RAND_LOW, RAND_HIGH)\n file_id = get_shape_id(shape)\n cache[file_id] = (\n f\"{test_filename}_{file_id}.csv\",\n df.columns.to_list(),\n df.dtypes.to_dict(),\n )\n df.to_csv(cache[file_id][0], index=False)\n return cache\n\n def setup(self, cache, shape):\n # ray init\n if ASV_USE_IMPL == \"modin\":\n pd.DataFrame([])\n file_id = get_shape_id(shape)\n self.filename, self.names, self.dtype = cache[file_id]\n\n def time_read_csv_names(self, cache, shape):\n df = IMPL[ASV_USE_IMPL].read_csv(\n self.filename,\n names=self.names,\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'time_read_csv_names' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'time_read_csv_names' body and add missing return\n\n Example continuation:\n header=0,\n dtype=self.dtype,\n )\n trigger_import(df)"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
d49130f40117c9ae1a6661a583616d08186beb75
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import matplotlib.pyplot as plt import random import pickle from skimage.transform import rotate from scipy import ndimage from skimage.util import img_as_ubyte from joblib import Parallel, delayed from sklearn.ensemble.forest import _generate_unsampled_indices from sklearn.ensemble.forest import _generate_sample_indices import numpy as np from sklearn.ensemble import BaggingClassifier from sklearn.tree import DecisionTreeClassifier from itertools import product import keras from keras import layers from joblib import Parallel, delayed from multiprocessing import Pool import tensorflow as tf from numba import cuda import sys def cross_val_data(data_x, data_y, total_cls=10): x = data_x.copy() y = data_y.copy() idx = [np.where(data_y == u)[0] for u in np.unique(data_y)] for i in range(total_cls): indx = idx[i]#np.roll(idx[i],(cv-1)*100) random.shuffle(indx)
|
if i==0: train_x1 = x[indx[0:250],:] train_x2 = x[indx[250:500],:] train_y1 = y[indx[0:250]] train_y2 = y[indx[250:500]] test_x = x[indx[500:600],:] test_y = y[indx[500:600]] else: train_x1 = np.concatenate((train_x1, x[indx[0:250],:]), axis=0) train_x2 = np.concatenate((train_x2, x[indx[250:500],:]), axis=0) train_y1 = np.concatenate((train_y1, y[indx[0:250]]), axis=0) train_y2 = np.concatenate((train_y2, y[indx[250:500]]), axis=0) test_x = np.concatenate((test_x, x[indx[500:600],:]), axis=0) test_y = np.concatenate((test_y, y[indx[500:600]]), axis=0) return train_x1, train_y1, train_x2, train_y2, test_x, test_y ... [3 more functiondefs truncated] ...
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 1,745
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport matplotlib.pyplot as plt\nimport random\nimport pickle\nfrom skimage.transform import rotate\nfrom scipy import ndimage\nfrom skimage.util import img_as_ubyte\nfrom joblib import Parallel, delayed\nfrom sklearn.ensemble.forest import _generate_unsampled_indices\nfrom sklearn.ensemble.forest import _generate_sample_indices\nimport numpy as np\nfrom sklearn.ensemble import BaggingClassifier\nfrom sklearn.tree import DecisionTreeClassifier\nfrom itertools import product\nimport keras\n\nfrom keras import layers\n\nfrom joblib import Parallel, delayed\nfrom multiprocessing import Pool\n\nimport tensorflow as tf\n\nfrom numba import cuda\n\nimport sys\ndef cross_val_data(data_x, data_y, total_cls=10):\n x = data_x.copy()\n y = data_y.copy()\n idx = [np.where(data_y == u)[0] for u in np.unique(data_y)]\n\n\n for i in range(total_cls):\n indx = idx[i]#np.roll(idx[i],(cv-1)*100)\n random.shuffle(indx)"}, {"role": "assistant", "content": "\n\n if i==0:\n train_x1 = x[indx[0:250],:]\n train_x2 = x[indx[250:500],:]\n train_y1 = y[indx[0:250]]\n train_y2 = y[indx[250:500]]\n\n test_x = x[indx[500:600],:]\n test_y = y[indx[500:600]]\n else:\n train_x1 = np.concatenate((train_x1, x[indx[0:250],:]), axis=0)\n train_x2 = np.concatenate((train_x2, x[indx[250:500],:]), axis=0)\n train_y1 = np.concatenate((train_y1, y[indx[0:250]]), axis=0)\n train_y2 = np.concatenate((train_y2, y[indx[250:500]]), axis=0)\n\n test_x = np.concatenate((test_x, x[indx[500:600],:]), axis=0)\n test_y = np.concatenate((test_y, y[indx[500:600]]), axis=0)\n\n\n return train_x1, train_y1, train_x2, train_y2, test_x, test_y\n\n\n ... [3 more functiondefs truncated] ..."}]
| false
| null | null | null |
d4913a27e63bc4d452b162e06717cf43b3cf28c7
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import numpy as np import pandas as pd from sklearn.base import BaseEstimator, TransformerMixin, clone from sklearn_pandas.util import validate_dataframe class MonitorMixin(object): def print_message(self, message): if self.logfile: with open(self.logfile, "a") as fout: fout.write(message) else: print(message) class ValidateTypes(BaseEstimator, TransformerMixin, MonitorMixin): def __init__(self, logfile=None, to_screen=True): self.logfile = logfile self.to_screen = to_screen def fit(self, X, y=None, **fitparams): X = validate_dataframe(X) self.types = {} for col in X.columns: self.types[col] = X[col].dtype.name return self def transform(self, X, **transformparams): X = validate_dataframe(X) new_col_list = [] for col in X.columns: var_type = X[col].dtype.name if var_type != self.types[col]: self.print_message( 'Data Type Mismatch for column {col}: Expected {expected} Received {received}'.format( col=col, expected=self.types[col], received=var_type) ) return X class ValidateRange(BaseEstimator, TransformerMixin, MonitorMixin): def __init__(self, logfile=None, to_screen=True, max_nunique=20): self.logfile = logfile self.to_screen = to_screen self.max_nunique = max_nunique def fit(self, X, y=None, **fitparams): X = validate_dataframe(X) self.types = {} self.unique_vals = {} self.minmax = {} for col in X.columns: self.types[col] = X[col].dtype.name if self.types[col] in ('object', 'bool', 'category'): unique_values = X[col].unique() if len(unique_values) <= self.max_nunique: self.unique_vals[col] = unique_values else: self.unique_vals[col] = None elif self.types[col] in ('int64', 'float64', 'datetime64', 'timedelta'): self.minmax[col] = (X[col].min(), X[col].max()) return self ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 7 has no indented body Block at line 17 has no indented body Block at line 44 has no indented body Invalid syntax at line 70: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 13 Unexpected indentation at line 21 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 28 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 35 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 58 Unexpected indentation at line 60 Unexpected indentation at line 62 Unexpected indentation at line 64 Unexpected indentation at line 66 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
database
|
code_review
|
Pythoncode:Python
| 6
| 3
| 2,247
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport numpy as np\nimport pandas as pd\nfrom sklearn.base import BaseEstimator, TransformerMixin, clone\nfrom sklearn_pandas.util import validate_dataframe\n\n\nclass MonitorMixin(object):\n\n def print_message(self, message):\n if self.logfile:\n with open(self.logfile, \"a\") as fout:\n fout.write(message)\n else:\n print(message)\n\n\nclass ValidateTypes(BaseEstimator, TransformerMixin, MonitorMixin):\n\n def __init__(self, logfile=None, to_screen=True):\n self.logfile = logfile\n self.to_screen = to_screen\n\n def fit(self, X, y=None, **fitparams):\n X = validate_dataframe(X)\n self.types = {}\n for col in X.columns:\n self.types[col] = X[col].dtype.name\n return self\n\n def transform(self, X, **transformparams):\n X = validate_dataframe(X)\n new_col_list = []\n for col in X.columns:\n var_type = X[col].dtype.name\n if var_type != self.types[col]:\n self.print_message(\n 'Data Type Mismatch for column {col}: Expected {expected} Received {received}'.format(\n col=col, expected=self.types[col], received=var_type)\n )\n\n return X\n\n\nclass ValidateRange(BaseEstimator, TransformerMixin, MonitorMixin):\n\n def __init__(self, logfile=None, to_screen=True, max_nunique=20):\n self.logfile = logfile\n self.to_screen = to_screen\n self.max_nunique = max_nunique\n\n def fit(self, X, y=None, **fitparams):\n X = validate_dataframe(X)\n self.types = {}\n self.unique_vals = {}\n self.minmax = {}\n for col in X.columns:\n self.types[col] = X[col].dtype.name\n if self.types[col] in ('object', 'bool', 'category'):\n unique_values = X[col].unique()\n if len(unique_values) <= self.max_nunique:\n self.unique_vals[col] = unique_values\n else:\n self.unique_vals[col] = None\n elif self.types[col] in ('int64', 'float64', 'datetime64', 'timedelta'):\n self.minmax[col] = (X[col].min(), X[col].max())\n return self\n\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 Block at line 7 has no indented body\n Block at line 17 has no indented body\n Block at line 44 has no indented body\n Invalid syntax at line 70: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 13\n Unexpected indentation at line 21\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 28\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 35\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 48\n Unexpected indentation at line 49\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 58\n Unexpected indentation at line 60\n Unexpected indentation at line 62\n Unexpected indentation at line 64\n Unexpected indentation at line 66\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
d4925b374376cf8c3d1b5d0d5ddbaf90cc28fafd
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pytest from CommonServerPython import * from ProofpointThreatResponse import create_incident_field_context, get_emails_context, pass_sources_list_filter, \ def get_fetch_data(): with open('./test_data/raw_response.json', 'r') as f: file = json.loads(f.read()) return file.get('result') FETCH_RESPONSE = get_fetch_data() @pytest.mark.parametrize('incident, answer', INCIDENT_FIELD_INPUT) def test_get_incident_field_context(incident, answer): incident_field_values = create_incident_field_context(incident) assert incident_field_values == answer EMAIL_RESULT = [ { 'sender': "test", 'recipient': "test", 'subject': "test", 'message_id': "test", 'message_delivery_time': 1544640072000, 'body': "test", 'body_type': "test", 'headers': "test", 'urls': "test" } ] EMAILS_CONTEXT_INPUT = [ (MOCK_INCIDENT['events'][0], EMAIL_RESULT) ] @pytest.mark.parametrize('event, answer', EMAILS_CONTEXT_INPUT) def test_get_emails_context(event, answer): emails_context = get_emails_context(event) assert emails_context == answer SOURCE_LIST_INPUT = [
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 44 - expected ']' • Invalid syntax at line 4: from ProofpointThreatResponse import create_incident_field_context, get_emails_context, pass_sources_list_filter, \ def get_fetch_data(): Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 5
| 0
| 1,171
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pytest\nfrom CommonServerPython import *\nfrom ProofpointThreatResponse import create_incident_field_context, get_emails_context, pass_sources_list_filter, \\\ndef get_fetch_data():\n with open('./test_data/raw_response.json', 'r') as f:\n file = json.loads(f.read())\n return file.get('result')\n\n\nFETCH_RESPONSE = get_fetch_data()\n\n\n@pytest.mark.parametrize('incident, answer', INCIDENT_FIELD_INPUT)\ndef test_get_incident_field_context(incident, answer):\n incident_field_values = create_incident_field_context(incident)\n assert incident_field_values == answer\n\n\nEMAIL_RESULT = [\n {\n 'sender': \"test\",\n 'recipient': \"test\",\n 'subject': \"test\",\n 'message_id': \"test\",\n 'message_delivery_time': 1544640072000,\n 'body': \"test\",\n 'body_type': \"test\",\n 'headers': \"test\",\n 'urls': \"test\"\n }\n]\n\nEMAILS_CONTEXT_INPUT = [\n (MOCK_INCIDENT['events'][0], EMAIL_RESULT)\n]\n\n\n@pytest.mark.parametrize('event, answer', EMAILS_CONTEXT_INPUT)\ndef test_get_emails_context(event, answer):\n emails_context = get_emails_context(event)\n assert emails_context == answer\n\n\nSOURCE_LIST_INPUT = ["}, {"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 Unclosed '[' at line 44 - expected ']'\n \u2022 Invalid syntax at line 4: from ProofpointThreatResponse import create_incident_field_context, get_emails_context, pass_sources_list_filter, \\\ndef get_fetch_data():\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4928bbc94c4225d834897ba151f5d1146c73aa7
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import sys import os import json from enum import Enum from .mach_o import LC_SYMTAB from macholib import MachO from macholib import mach_o from shutil import copy2 from shutil import SameFileError class ReplaceType(Enum): objc_methname = 1 symbol_table = 2 def replace_in_bytes(method_bytes, name_dict, type): is_prefix = False empty_byte = b'\x00' if not method_bytes.startswith(empty_byte): is_prefix = True method_bytes = empty_byte + method_bytes for key, value in name_dict.items(): if len(key) != len(value): raise("replace method name with different length may break the mach-o file, ori: " + key + ", dst: " + value) if type == ReplaceType.objc_methname: method_bytes = method_bytes.replace( empty_byte + key.encode('utf-8') + empty_byte, empty_byte + value.encode('utf-8') + empty_byte) elif type == ReplaceType.symbol_table: method_bytes = method_bytes.replace( b' ' + key.encode('utf-8') + b']', b' ' + value.encode('utf-8') + b']') if is_prefix: method_bytes = method_bytes.replace(empty_byte, b'', 1) return method_bytes def ch_methname_sect(header, name_dict): commands = header.commands lc = None sect = None for _, command_tuple in enumerate(commands): seg = command_tuple[1] data = command_tuple[2] if hasattr(seg, 'segname') and seg.segname.rstrip(b'\x00') == b'__TEXT': for tmp_sect in data: if tmp_sect.sectname.rstrip(b'\x00') == b'__objc_methname': lc = command_tuple[0] sect = tmp_sect if sect is None: raise("Can't find __objc_methname section") sect.section_data = replace_in_bytes( sect.section_data, name_dict, ReplaceType.objc_methname) header.mod_dict[lc] = [sect] def ch_symtab(header, name_dict): commands = header.commands for idx, command_tuple in enumerate(commands): lc = command_tuple[0] cmd = command_tuple[1] data = command_tuple[2] if lc.cmd == LC_SYMTAB: data = replace_in_bytes(data, name_dict, ReplaceType.symbol_table) header.mod_dict[lc] = [data] commands[idx] = (lc, cmd, data) return raise("Can't find LC_SYMTAB") ... [2 more functiondefs truncated] ...
|
Functions: replace_in_bytes, ch_methname_sect, ch_symtab Classes: ReplaceType This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 3
| 1
| 2,420
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport sys\nimport os\nimport json\nfrom enum import Enum\n\nfrom .mach_o import LC_SYMTAB\nfrom macholib import MachO\nfrom macholib import mach_o\nfrom shutil import copy2\nfrom shutil import SameFileError\n\n\nclass ReplaceType(Enum):\n objc_methname = 1\n symbol_table = 2\n\ndef replace_in_bytes(method_bytes, name_dict, type):\n is_prefix = False\n empty_byte = b'\\x00'\n if not method_bytes.startswith(empty_byte):\n is_prefix = True\n method_bytes = empty_byte + method_bytes\n\n for key, value in name_dict.items():\n if len(key) != len(value):\n raise(\"replace method name with different length may break the mach-o file, ori: \" +\n key + \", dst: \" + value)\n if type == ReplaceType.objc_methname:\n method_bytes = method_bytes.replace(\n empty_byte + key.encode('utf-8') + empty_byte, empty_byte + value.encode('utf-8') + empty_byte)\n elif type == ReplaceType.symbol_table:\n method_bytes = method_bytes.replace(\n b' ' + key.encode('utf-8') + b']', b' ' + value.encode('utf-8') + b']')\n\n if is_prefix:\n method_bytes = method_bytes.replace(empty_byte, b'', 1)\n return method_bytes\n\n\ndef ch_methname_sect(header, name_dict):\n commands = header.commands\n lc = None\n sect = None\n for _, command_tuple in enumerate(commands):\n seg = command_tuple[1]\n data = command_tuple[2]\n if hasattr(seg, 'segname') and seg.segname.rstrip(b'\\x00') == b'__TEXT':\n for tmp_sect in data:\n if tmp_sect.sectname.rstrip(b'\\x00') == b'__objc_methname':\n lc = command_tuple[0]\n sect = tmp_sect\n\n if sect is None:\n raise(\"Can't find __objc_methname section\")\n \n sect.section_data = replace_in_bytes(\n sect.section_data, name_dict, ReplaceType.objc_methname)\n header.mod_dict[lc] = [sect]\n\n\ndef ch_symtab(header, name_dict):\n commands = header.commands\n for idx, command_tuple in enumerate(commands):\n lc = command_tuple[0]\n cmd = command_tuple[1]\n data = command_tuple[2]\n if lc.cmd == LC_SYMTAB:\n data = replace_in_bytes(data, name_dict, ReplaceType.symbol_table)\n header.mod_dict[lc] = [data]\n commands[idx] = (lc, cmd, data)\n return\n\n raise(\"Can't find LC_SYMTAB\")\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: replace_in_bytes, ch_methname_sect, ch_symtab\n Classes: ReplaceType\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d492fd9d00437e877a4501964cd431bb0546c438
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python import math import numpy as np ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def sd1(rr): sdnn = np.std(rr) return math.sqrt(0.5 * sdnn * sdnn)
|
beginner
|
general
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 53
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport math\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\ndef sd1(rr):\n\tsdnn = np.std(rr)\n\treturn math.sqrt(0.5 * sdnn * sdnn)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d493c88653dfc14a4b19dd601e82fe9c227bb1db
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2021 Google LLC # # 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 # # https://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 forms_delete_watch] from __future__ import print_function from apiclient import discovery from httplib2 import Http from oauth2client import client, file, tools SCOPES = "https://www.googleapis.com/auth/drive" API_KEY = "<YOUR_API_KEY>" DISCOVERY_DOC = f"https://forms.googleapis.com/$discovery/rest?version=v1beta&key={API_KEY}&labels=FORMS_BETA_TESTERS" store = file
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Hardcoded credentials at line 23 - use environment variables Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 956
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2021 Google LLC\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# https://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n# [START forms_delete_watch]\nfrom __future__ import print_function\n\nfrom apiclient import discovery\nfrom httplib2 import Http\nfrom oauth2client import client, file, tools\n\nSCOPES = \"https://www.googleapis.com/auth/drive\"\nAPI_KEY = \"<YOUR_API_KEY>\"\nDISCOVERY_DOC = f\"https://forms.googleapis.com/$discovery/rest?version=v1beta&key={API_KEY}&labels=FORMS_BETA_TESTERS\"\n\nstore = file"}, {"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 Hardcoded credentials at line 23 - use environment variables\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d493cf85a9cb37a46e9d38eab9f5e238cbe228b0
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ Disjoint set. Reference: https://en.wikipedia.org/wiki/Disjoint-set_data_structure """ class Node: def __init__(self, data: int) -> None: self.data = data self.rank: int self.parent: Node def make_set(x: Node) -> None: """ Make x as a set. """ # rank is the distance from x to its' parent # root's rank is 0 x.rank = 0 x.parent = x def union_set(x: Node, y: Node) -> None: """ Union of two sets. set with bigger rank should be parent, so that the disjoint set tree will be more flat. """ x, y = find_set(x), find_set(y) if x == y: return elif x.rank > y.rank: y.parent = x else: x.parent = y if x.rank == y.rank: y.rank += 1 def find_set(x: Node) -> Node: """ Return the parent of x """ if x != x.parent: x.parent = find_set(x.parent) return x.parent def find_python_set(node: Node) -> set: """ Return a Python Standard Library set that contains i. """ sets = ({0, 1, 2}, {3, 4, 5}) for s in sets: if node.data in s: return s raise ValueError(f"{node.data} is not in {sets}") def test_disjoint_set() -> None: """ >>> test_disjoint_set() """ vertex = [Node(i) for i in range(6)] for v in vertex: make_set(v) union_set(vertex[0], vertex[1]) union_set(vertex[1], vertex[2]) union_set(vertex[3], vertex[4]) union_set(vertex[3], vertex[5]) for node0 in vertex: for node1 in vertex: if find_python_set(node0).isdisjoint(find_python_set(node1)): assert find_set(node0) != find_set(node1) else: assert find_set(node0) == find_set(node1) if __name__ == "__main__": test_disjoint_set()
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 ⚠️ Code quality: Unexpected indentation at line 2 Unexpected indentation at line 3 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 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 36 Unexpected indentation at line 38 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 48 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 59 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 79 ✨ Improvements: Add closing quote at line 1 Add docstring to class 'Node'
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 6
| 1
| 1,829
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\n Disjoint set.\n Reference: https://en.wikipedia.org/wiki/Disjoint-set_data_structure\n\"\"\"\n\n\nclass Node:\n def __init__(self, data: int) -> None:\n self.data = data\n self.rank: int\n self.parent: Node\n\n\ndef make_set(x: Node) -> None:\n \"\"\"\n Make x as a set.\n \"\"\"\n # rank is the distance from x to its' parent\n # root's rank is 0\n x.rank = 0\n x.parent = x\n\n\ndef union_set(x: Node, y: Node) -> None:\n \"\"\"\n Union of two sets.\n set with bigger rank should be parent, so that the\n disjoint set tree will be more flat.\n \"\"\"\n x, y = find_set(x), find_set(y)\n if x == y:\n return\n\n elif x.rank > y.rank:\n y.parent = x\n else:\n x.parent = y\n if x.rank == y.rank:\n y.rank += 1\n\n\ndef find_set(x: Node) -> Node:\n \"\"\"\n Return the parent of x\n \"\"\"\n if x != x.parent:\n x.parent = find_set(x.parent)\n return x.parent\n\n\ndef find_python_set(node: Node) -> set:\n \"\"\"\n Return a Python Standard Library set that contains i.\n \"\"\"\n sets = ({0, 1, 2}, {3, 4, 5})\n for s in sets:\n if node.data in s:\n return s\n raise ValueError(f\"{node.data} is not in {sets}\")\n\n\ndef test_disjoint_set() -> None:\n \"\"\"\n >>> test_disjoint_set()\n \"\"\"\n vertex = [Node(i) for i in range(6)]\n for v in vertex:\n make_set(v)\n\n union_set(vertex[0], vertex[1])\n union_set(vertex[1], vertex[2])\n union_set(vertex[3], vertex[4])\n union_set(vertex[3], vertex[5])\n\n for node0 in vertex:\n for node1 in vertex:\n if find_python_set(node0).isdisjoint(find_python_set(node1)):\n assert find_set(node0) != find_set(node1)\n else:\n assert find_set(node0) == find_set(node1)\n\n\nif __name__ == \"__main__\":\n test_disjoint_set()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 2\n Unexpected indentation at line 3\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\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 36\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 48\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 59\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 79\n\n\u2728 Improvements:\n Add closing quote at line 1\n Add docstring to class 'Node'"}]
| false
| null | null | null |
d49496c9213106a0918889d0e3a6aa3992ff1641
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: # Timothy Keller # S = 1/2, I = 1/2 # Spin 1/2 electron coupled to spin 1/2 nuclei import numpy as np from scipy.linalg import expm from matplotlib.pylab import * from matplotlib import cm result = sigma_x + 1 # BUG: using before init sigma_x = 0.5*np.r_[[[0, 1],[1, 0]]] sigma_y = 0.5*np.r_[[[0,-1j],[1j, 0]]] sigma_z = 0.5*np.r_[[[1, 0],[0, -1]]] Identity = np.eye(2) Sx = np.kron(sigma_x, Identity) Sy = np.kron(sigma_y, Identity) Sz = np.kron(sigma_z, Identity) Ix = np.kron(Identity, sigma_x) Iy = np.kron(Identity, sigma_y) Iz = np.kron(Identity, sigma_z) SxIx = np.kron(sigma_x,sigma_z) SxIx2 = np.dot(Sx,Iz) print(SxIx) print(SxIx2) print(np.allclose(SxIx,SxIx2)) omega_S = 1.76e11 # rad / (s * T) omega_I = 267.522e6 # rad / (s * T) Aiso = 2*np.pi * 50.e6 # Isotropic Hyperfine coupling rad / s B0 = 0.35# T H = omega_S/(2.*np.pi)*B0*Sz + omega_I/(2.*np.pi)*B0*Iz + Aiso * np.dot(Sz,Iz) #H = omega_S/(2.*np.pi)*B0*Sz + omega_I/(2.*np.pi)*B0*Iz + Aiso * (np.dot(Sx,Ix) + np.dot(Sy,Iy) + np.dot(Sz,Iz)) print('Hamiltonian:') print(H) out = np.linalg.eig(H) E = out[0] print(E) E12 = E[0] - E[1] E34 = E[2] - E[3] E13 = E[0] - E[2] E24 = E[1] - E[3] print(E12) print(E34) print(E13) print(E24) print('Nuclear') print('%0.05f MHz'%(E12 / 1e6)) print('%0.05f MHz'%(E34 / 1e6)) print('Electron') print('%0.05f GHz'%(E13 / 1e9)) print('%0.05f GHz'%(E24 / 1e9)) matshow(abs(H), cmap = cm.jet) title('Hamiltonian') show()
|
Logical Error Analysis: Error Type: UNINITIALIZED_VAR Issue: Using variable "sigma_x" before initialization Severity: CRITICAL Location: Line 10 Explanation: Variable used before assignment - will raise NameError Fix: Initialize variable before using it
|
intermediate
|
machine_learning
|
logical_errors
|
Pythoncode:Python
| 0
| 0
| 1,438
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n# Timothy Keller\n# S = 1/2, I = 1/2\n# Spin 1/2 electron coupled to spin 1/2 nuclei\n\nimport numpy as np\nfrom scipy.linalg import expm\nfrom matplotlib.pylab import *\nfrom matplotlib import cm\n\nresult = sigma_x + 1 # BUG: using before init\nsigma_x = 0.5*np.r_[[[0, 1],[1, 0]]]\nsigma_y = 0.5*np.r_[[[0,-1j],[1j, 0]]]\nsigma_z = 0.5*np.r_[[[1, 0],[0, -1]]]\nIdentity = np.eye(2)\n\n\nSx = np.kron(sigma_x, Identity)\nSy = np.kron(sigma_y, Identity)\nSz = np.kron(sigma_z, Identity)\n\nIx = np.kron(Identity, sigma_x)\nIy = np.kron(Identity, sigma_y)\nIz = np.kron(Identity, sigma_z)\n\nSxIx = np.kron(sigma_x,sigma_z)\n\nSxIx2 = np.dot(Sx,Iz)\n\nprint(SxIx)\nprint(SxIx2)\nprint(np.allclose(SxIx,SxIx2))\nomega_S = 1.76e11 # rad / (s * T)\nomega_I = 267.522e6 # rad / (s * T)\nAiso = 2*np.pi * 50.e6 # Isotropic Hyperfine coupling rad / s\n\nB0 = 0.35# T\n\nH = omega_S/(2.*np.pi)*B0*Sz + omega_I/(2.*np.pi)*B0*Iz + Aiso * np.dot(Sz,Iz)\n#H = omega_S/(2.*np.pi)*B0*Sz + omega_I/(2.*np.pi)*B0*Iz + Aiso * (np.dot(Sx,Ix) + np.dot(Sy,Iy) + np.dot(Sz,Iz))\n\nprint('Hamiltonian:')\nprint(H)\nout = np.linalg.eig(H)\n\nE = out[0]\nprint(E)\n\nE12 = E[0] - E[1]\nE34 = E[2] - E[3]\nE13 = E[0] - E[2]\nE24 = E[1] - E[3]\nprint(E12)\nprint(E34)\nprint(E13)\nprint(E24)\n\nprint('Nuclear')\nprint('%0.05f MHz'%(E12 / 1e6))\nprint('%0.05f MHz'%(E34 / 1e6))\nprint('Electron')\nprint('%0.05f GHz'%(E13 / 1e9))\nprint('%0.05f GHz'%(E24 / 1e9))\n\nmatshow(abs(H), cmap = cm.jet)\ntitle('Hamiltonian')\nshow()"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: UNINITIALIZED_VAR\n Issue: Using variable \"sigma_x\" before initialization\n Severity: CRITICAL\n\n Location: Line 10\n\n Explanation: Variable used before assignment - will raise NameError\n Fix: Initialize variable before using it"}]
| true
|
logical
|
UNINITIALIZED_VAR
|
CRITICAL
|
d494b4ecc12674b178766fec7fe530877b75b17d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from spiderNest.preIntro import * path_ = os.path.dirname(os.path.dirname(__file__)) + '/dataBase/log_information.csv' def save_login_info(VMess, class_): """ VMess入库 class_: ssr or v2ray """ now = str(datetime.now()).split('.')[0] with open(path_, 'a', encoding='utf-8', newline='') as f: writer = csv.write
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 7 Fixes: • Complete the expression on the last line • Add closing quote at line 7
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 4
| 0
| 343
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom spiderNest.preIntro import *\n\npath_ = os.path.dirname(os.path.dirname(__file__)) + '/dataBase/log_information.csv'\n\n\ndef save_login_info(VMess, class_):\n \"\"\"\n VMess\u5165\u5e93\n class_: ssr or v2ray\n \"\"\"\n now = str(datetime.now()).split('.')[0]\n with open(path_, 'a', encoding='utf-8', newline='') as f:\n writer = csv.write"}, {"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 7\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 7"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
d494b73023a37a848160341332c0ded7a2a24518
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Copyright (c) 2021 PaddlePaddle 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 AudioSegment(): """Monaural audio segment abstraction. :param samples: Audio samples [num_samples x num_channels]. :type samples: ndarray.float32 :param sample_rate: Audio sample rate. :type sample_rate: int :raises TypeError: If the sample data type is not float or int. """ def __init__(self, samples, sample_rate): """Create audio segment from samples. Samples are convert float32 internally, with int scaled to [-1, 1]. """ self._samples = self._convert_samples_to_float32(samples) self._sample_rate = sample_rate if self._samples.ndim >= 2: self._samples = np.mean(self._samples, 1) def __eq__(self, other): """Return whether two objects are equal.""" if type(other) is not type(self): return False if self._sample_rate != other._sample_rate: return False if self._samples.shape != other._samples.shape: return False if np.any(self.samples != other._samples): return False return True # Complete this line def __ne__(self, other): """Return whether two objects are unequal.""" return not self.__eq__(other) def __str__(self): """Return human-readable representation of segment.""" return ("%s: num_samples=%d, sample_rate=%d, duration=%.2fsec, " "rms=%.2fdB" % (type(self), self.num_samples, self.sample_rate, self.duration, self.rms_db)) @classmethod def from_file(cls, file, infos=None): """Create audio segment from audio file. Args: filepath (str|file): Filepath or file object to audio file. infos (TarLocalData, optional): tar2obj and tar2infos. Defaults to None. Returns: AudioSegment: Audio segment instance. """ if isinstance(file, str) and re.findall(r".seqbin_\d+$", file): return cls.from_sequence_file(file) elif isinstance(file, str) and file.startswith('tar:'): return cls.from_file(subfile_from_tar(file, infos)) else: samples, sample_rate = soundfile.read(file, dtype='float32') return cls(samples, sample_rate) @classmethod ... [28 more functiondefs truncated] ...
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The missing line is:
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advanced
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api
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fill_in_the_blank
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Pythoncode:Python
| 5
| 1
| 2,932
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Copyright (c) 2021 PaddlePaddle 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.\nclass AudioSegment():\n \"\"\"Monaural audio segment abstraction.\n\n :param samples: Audio samples [num_samples x num_channels].\n :type samples: ndarray.float32\n :param sample_rate: Audio sample rate.\n :type sample_rate: int\n :raises TypeError: If the sample data type is not float or int.\n \"\"\"\n\n def __init__(self, samples, sample_rate):\n \"\"\"Create audio segment from samples.\n\n Samples are convert float32 internally, with int scaled to [-1, 1].\n \"\"\"\n self._samples = self._convert_samples_to_float32(samples)\n self._sample_rate = sample_rate\n if self._samples.ndim >= 2:\n self._samples = np.mean(self._samples, 1)\n\n def __eq__(self, other):\n \"\"\"Return whether two objects are equal.\"\"\"\n if type(other) is not type(self):\n return False\n if self._sample_rate != other._sample_rate:\n return False\n if self._samples.shape != other._samples.shape:\n return False\n if np.any(self.samples != other._samples):\n return False\n return True\n # Complete this line\n def __ne__(self, other):\n \"\"\"Return whether two objects are unequal.\"\"\"\n return not self.__eq__(other)\n\n def __str__(self):\n \"\"\"Return human-readable representation of segment.\"\"\"\n return (\"%s: num_samples=%d, sample_rate=%d, duration=%.2fsec, \"\n \"rms=%.2fdB\" % (type(self), self.num_samples, self.sample_rate,\n self.duration, self.rms_db))\n\n @classmethod\n def from_file(cls, file, infos=None):\n \"\"\"Create audio segment from audio file.\n\n Args:\n filepath (str|file): Filepath or file object to audio file.\n infos (TarLocalData, optional): tar2obj and tar2infos. Defaults to None.\n\n Returns:\n AudioSegment: Audio segment instance.\n \"\"\"\n if isinstance(file, str) and re.findall(r\".seqbin_\\d+$\", file):\n return cls.from_sequence_file(file)\n elif isinstance(file, str) and file.startswith('tar:'):\n return cls.from_file(subfile_from_tar(file, infos))\n else:\n samples, sample_rate = soundfile.read(file, dtype='float32')\n return cls(samples, sample_rate)\n\n @classmethod\n\n ... [28 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
d494cc4fdc66704176b1bdb14e2b8bf08f6d120c
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import os.path import re import sys import traceback from pprint import pformat import tornado from tornado import template class ExceptionReporter: def __init__(self, exc_info, handler): self.exc_type = exc_info[0] self.exc_value = exc_info[1] self.exc_tb = exc_info[2] self.handler = handler def get_response(self): loader = template.Loader(os.path.dirname(os.path.abspath(__file__))) t = loader.load('debug.html') return t.generate( traceback=traceback, pprint=pprint, handler=self.handler, app_settings=self.get_app_settings(), exc_type=self.exc_type, exc_value=self.exc_value, exc_tb=self.exc_tb, frames=self.get_traceback_frames(), tornado_version=tornado.version, sys_version='%d.%d.%d' % sys.version_info[0:3], sys_executable=sys.executable, sys_path=sys.path, ) def get_app_settings(self): settings = {} for arg, value in self.handler.application.settings.items():
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if SENSITIVE_SETTINGS_RE.search(arg): value = '*' * 15 settings[arg] = value return settings def get_source_lines(self, tb): filename = tb.tb_frame.f_code.co_filename lineno = tb.tb_lineno lines = [] try: with open(filename, 'rb') as f: _lines = f.read().splitlines() for _lineno in range( max(lineno - 5, 0), min(lineno + 5, len(_lines)) ): lines.append((_lineno + 1, _lines[_lineno])) except Exception as e: # could not open file pass return lines ... [3 more functiondefs truncated] ...
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advanced
|
database
|
code_completion
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Pythoncode:Python
| 4
| 1
| 1,862
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os.path\nimport re\nimport sys\nimport traceback\nfrom pprint import pformat\nimport tornado\n\nfrom tornado import template\n\n\nclass ExceptionReporter:\n def __init__(self, exc_info, handler):\n self.exc_type = exc_info[0]\n self.exc_value = exc_info[1]\n self.exc_tb = exc_info[2]\n self.handler = handler\n\n def get_response(self):\n loader = template.Loader(os.path.dirname(os.path.abspath(__file__)))\n t = loader.load('debug.html')\n return t.generate(\n traceback=traceback,\n pprint=pprint,\n handler=self.handler,\n app_settings=self.get_app_settings(),\n exc_type=self.exc_type,\n exc_value=self.exc_value,\n exc_tb=self.exc_tb,\n frames=self.get_traceback_frames(),\n tornado_version=tornado.version,\n sys_version='%d.%d.%d' % sys.version_info[0:3],\n sys_executable=sys.executable,\n sys_path=sys.path,\n )\n\n def get_app_settings(self):\n settings = {}\n\n for arg, value in self.handler.application.settings.items():"}, {"role": "assistant", "content": "\n if SENSITIVE_SETTINGS_RE.search(arg):\n value = '*' * 15\n settings[arg] = value\n\n return settings\n\n def get_source_lines(self, tb):\n filename = tb.tb_frame.f_code.co_filename\n lineno = tb.tb_lineno\n lines = []\n try:\n with open(filename, 'rb') as f:\n _lines = f.read().splitlines()\n for _lineno in range(\n max(lineno - 5, 0), \n min(lineno + 5, len(_lines))\n ):\n lines.append((_lineno + 1, _lines[_lineno]))\n except Exception as e:\n # could not open file\n pass\n\n return lines\n\n\n ... [3 more functiondefs truncated] ..."}]
| false
| null | null | null |
d49613fe0b2e81e10d722fc25f0c3fd9aa1b0a51
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: class SeqIter: def __init__(self,l): self.l = l self.i = 0 self.stop = False def __len__(self): return len(self.l) def __list__(self): l = [] while True: try: l.append(self.__next__()) except StopIteration: break return l def __iter__(self): return self def __next__(self): has_length = True found = False try: self.l.__len__() except AttributeError: has_length = False try: if self.stop: raise StopIteration() if has_length and self.i >= self.l.__len__(): self.stop = True raise StopIteration() ret = self.l[self.i] found = True except IndexError: raise StopIteration() except StopIteration: raise StopIteration() self.i += 1 if found: return ret else: return None ___assign("%SeqIter", SeqIter) def iter(l, *args): callable = ___id("%callable") if args.__len__() == 1: if callable(l): stopwhen = args[0] return FuncIter(l, stopwhen) else: TypeError("iter(v, w): v must be callable") elif args.__len__() == 0: try: return l.__iter__() except: try: if callable(l.__getitem__): return SeqIter(l) except: raise TypeError("object is not iterable") else: raise TypeError("iter expect at most 2 arguments") ___assign("%iter", iter) def next(it, *arg): if len(arg) == 0: return it.__next__() else: return it.__next__(arg[0]) ___assign("%next", next) class FuncIter: def __init__(self, func, stopwhen): self.func = func self.stopwhen = stopwhen self.stopped = False def __list__(self): l = [] while not self.stopped: try: l.append(self.__next__()) except StopIteration: break return l def __next__(self): f = self.func v = f() if v == self.stopwhen: self.stopped = True raise StopIteration() else: return v ___assign("%FuncIter", FuncIter)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
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Pythoncode:Python
| 10
| 2
| 2,426
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nclass SeqIter:\n def __init__(self,l):\n self.l = l\n self.i = 0\n self.stop = False\n\n def __len__(self):\n return len(self.l)\n\n def __list__(self):\n l = []\n while True:\n try:\n l.append(self.__next__())\n except StopIteration:\n break\n return l\n\n def __iter__(self):\n return self\n\n def __next__(self):\n has_length = True\n found = False\n try:\n self.l.__len__()\n except AttributeError:\n has_length = False\n\n try:\n if self.stop:\n raise StopIteration()\n if has_length and self.i >= self.l.__len__():\n self.stop = True\n raise StopIteration()\n ret = self.l[self.i]\n found = True\n except IndexError:\n raise StopIteration()\n except StopIteration:\n raise StopIteration()\n\n self.i += 1\n if found:\n return ret\n else:\n return None\n\n___assign(\"%SeqIter\", SeqIter)\n\ndef iter(l, *args):\n callable = ___id(\"%callable\")\n \n if args.__len__() == 1:\n if callable(l):\n stopwhen = args[0]\n return FuncIter(l, stopwhen)\n else:\n TypeError(\"iter(v, w): v must be callable\")\n elif args.__len__() == 0:\n try:\n return l.__iter__()\n except:\n try:\n if callable(l.__getitem__):\n return SeqIter(l)\n except:\n raise TypeError(\"object is not iterable\")\n else:\n raise TypeError(\"iter expect at most 2 arguments\")\n\n___assign(\"%iter\", iter)\n\ndef next(it, *arg):\n if len(arg) == 0:\n return it.__next__()\n else:\n return it.__next__(arg[0])\n\n___assign(\"%next\", next)\n\nclass FuncIter:\n def __init__(self, func, stopwhen):\n self.func = func\n self.stopwhen = stopwhen\n self.stopped = False\n\n def __list__(self):\n l = []\n while not self.stopped:\n try:\n l.append(self.__next__())\n except StopIteration:\n break\n return l\n\n def __next__(self):\n f = self.func\n v = f()\n\n if v == self.stopwhen:\n self.stopped = True\n raise StopIteration()\n else:\n return v\n\n___assign(\"%FuncIter\", FuncIter)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d496568fcdd0e4278b5c17076444af1d96c25b39
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from lite_content.lite_internal_frontend.open_general_licences import ( OGEL_DESCRIPTION, OGTCL_DESCRIPTION, OGTL_DESCRIPTION, ) from lite_forms.components import Option class OpenGeneralExportLicences: class OpenGeneralLicence: def __init__(self, id, name, description, acronym): self.id = id self.name = name self.description = description self.acronym = acronym open_general_export_licence = OpenGeneralLicence( "00000000-0000-0000-0000-000000000002", "Open General Export Licence", OGEL_DESCRIPTION, "OGEL", ) open_general_trade_control_licence = OpenGeneralLicence( "00000000-0000-0000-0000-000000000013", "Open General Trade Control Licence", OGTCL_DESCRIPTION, "OGTCL", ) open_general_transhipment_licence = OpenGeneralLicence( "00000000-0000-0000-0000-000000000014", "Open General Transhipment Licence", OGTL_DESCRIPTION,
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 29 - expected ')' • SyntaxError: '(' was never closed at line 29 Fixes: • Add closing ')' bracket • Review code syntax
|
advanced
|
database
|
syntax_repair
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Pythoncode:Python
| 4
| 2
| 1,017
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom lite_content.lite_internal_frontend.open_general_licences import (\n OGEL_DESCRIPTION,\n OGTCL_DESCRIPTION,\n OGTL_DESCRIPTION,\n)\nfrom lite_forms.components import Option\n\n\nclass OpenGeneralExportLicences:\n class OpenGeneralLicence:\n def __init__(self, id, name, description, acronym):\n self.id = id\n self.name = name\n self.description = description\n self.acronym = acronym\n\n open_general_export_licence = OpenGeneralLicence(\n \"00000000-0000-0000-0000-000000000002\",\n \"Open General Export Licence\",\n OGEL_DESCRIPTION,\n \"OGEL\",\n )\n open_general_trade_control_licence = OpenGeneralLicence(\n \"00000000-0000-0000-0000-000000000013\",\n \"Open General Trade Control Licence\",\n OGTCL_DESCRIPTION,\n \"OGTCL\",\n )\n open_general_transhipment_licence = OpenGeneralLicence(\n \"00000000-0000-0000-0000-000000000014\",\n \"Open General Transhipment Licence\",\n OGTL_DESCRIPTION,"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 29 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 29\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
d496c50445b160bee65444aedffd5152e26bcfa5
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- """RotateMatrix.ipynb Automatically generated by Colaboratory. Original file is located at https://colab.research.google.com/drive/1LX-dZFuQCyBXDNVosTp0MHaZZxoc5T4I """ #Function to rotate matrix by 90 degree def rotate(mat): # `N × N` matrix N = len(mat) # Transpose the matrix for i in range(N): for j in range(i): temp = mat[i][j] ... code continues ...
|
Completion: Missing: For block is incomplete - body missing To complete: • Add body to For block or use 'pass' statement Example continuation: mat[i][j] = mat[j][i] mat[j][i] = temp # swap columns for i in range(N):
|
intermediate
|
api
|
incomplete_code
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Pythoncode:Python
| 1
| 0
| 404
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"RotateMatrix.ipynb\n\nAutomatically generated by Colaboratory.\n\nOriginal file is located at\n https://colab.research.google.com/drive/1LX-dZFuQCyBXDNVosTp0MHaZZxoc5T4I\n\"\"\"\n\n#Function to rotate matrix by 90 degree\ndef rotate(mat):\n \n # `N \u00d7 N` matrix\n N = len(mat)\n \n # Transpose the matrix\n for i in range(N):\n for j in range(i):\n temp = mat[i][j]\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: For block is incomplete - body missing\n\n To complete:\n \u2022 Add body to For block or use 'pass' statement\n\n Example continuation:\n mat[i][j] = mat[j][i]\n mat[j][i] = temp\n \n # swap columns\n for i in range(N):"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
d496c9cfdd316aad01a20acdae3c9c7e998fb11f
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: def quicksort(xs): if len(xs) == 0: return [] pivot = xs[0] xs = xs[1:] left = [x for x in xs if x <= pivot] right = [x for x in xs if x > pivot] res = quicksort(left) res.append(pivot) res += quicksort(right) return res xs = [1, 3, 2, 4, 5, 2] sorted_xs = quicksort(xs)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
ui
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 319
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\ndef quicksort(xs):\n if len(xs) == 0:\n return []\n\n pivot = xs[0]\n xs = xs[1:]\n left = [x for x in xs if x <= pivot]\n right = [x for x in xs if x > pivot]\n\n res = quicksort(left)\n res.append(pivot)\n res += quicksort(right)\n return res\n\n\nxs = [1, 3, 2, 4, 5, 2]\nsorted_xs = quicksort(xs)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d49731577779af0d944350934f9656734de31c66
|
TheStack--python--000.parquet
|
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