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Fill in the in this Pythoncode:Python code: from .message_passing import MessagePassing from .gcn_conv import GCNConv from .gat_conv import GATConv from .se_layer import SELayer from .aggregator import Meanaggregator from .maggregator import meanaggr # Complete this line __all__ = [ 'MessagePassing', 'GCNConv', 'GATConv', 'SELayer', 'Meanaggregator' ]
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The missing line is:
|
intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 310
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom .message_passing import MessagePassing\nfrom .gcn_conv import GCNConv\nfrom .gat_conv import GATConv\nfrom .se_layer import SELayer\nfrom .aggregator import Meanaggregator\nfrom .maggregator import meanaggr\n # Complete this line\n__all__ = [\n 'MessagePassing',\n 'GCNConv',\n 'GATConv',\n 'SELayer',\n 'Meanaggregator'\n]"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
53b911e92af8c5251a19a68b93418217d94e2790
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2021 The NetKet 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 typing import Callable from . import struct def get_afun_if_module(mod_or_fun) -> Callable: """Returns the apply function if it's a module. Does nothing otherwise.""" if hasattr(mod_or_fun, "apply"): return mod_or_fun.apply else: return mod_or_fun @struct.dataclass class WrappedApplyFun: """Wraps a callable to be a module-like object with the method `apply`.""" apply: Callable """The wrapped callable.""" def __repr__(self): return f"{type(self).__name__}(apply={self.apply}, hash={hash(self)})" def wrap_afun(mod_or_fun): """Wraps a callable to be a module-like object with the method `apply`. Does nothing if it already has an apply method. """ if hasattr(mod_or_fun, "apply"): return mod_or_fun else: return WrappedApplyFun(mod_or_fun)
|
Functions: get_afun_if_module, __repr__, wrap_afun Classes: WrappedApplyFun This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 3
| 1
| 1,449
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2021 The NetKet 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 typing import Callable\n\nfrom . import struct\n\n\ndef get_afun_if_module(mod_or_fun) -> Callable:\n \"\"\"Returns the apply function if it's a module. Does nothing otherwise.\"\"\"\n if hasattr(mod_or_fun, \"apply\"):\n return mod_or_fun.apply\n else:\n return mod_or_fun\n\n\n@struct.dataclass\nclass WrappedApplyFun:\n \"\"\"Wraps a callable to be a module-like object with the method `apply`.\"\"\"\n\n apply: Callable\n \"\"\"The wrapped callable.\"\"\"\n\n def __repr__(self):\n return f\"{type(self).__name__}(apply={self.apply}, hash={hash(self)})\"\n\n\ndef wrap_afun(mod_or_fun):\n \"\"\"Wraps a callable to be a module-like object with the method `apply`.\n Does nothing if it already has an apply method.\n \"\"\"\n if hasattr(mod_or_fun, \"apply\"):\n return mod_or_fun\n else:\n return WrappedApplyFun(mod_or_fun)"}, {"role": "assistant", "content": " Functions: get_afun_if_module, __repr__, wrap_afun\n Classes: WrappedApplyFun\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
53b93c021c611ea7b35c2a4e8768e23aee0fabe0
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # coding=utf-8 import ee from . import utils import json import csv from .. import tools def fromShapefile(filename, crs=None, start=None, end=None): """ Convert an ESRI file (.shp and .dbf must be present) to a ee.FeatureCollection At the moment only works for shapes with less than 1000 records and doesn't handle complex shapes. :param filename: the name of the filename. If the shape is not in the same path than the script, specify a path instead. :type filename: str :param start: :return: the FeatureCollection :rtype: ee.FeatureCollection """ import shapefile wgs84 = ee.Projection('EPSG:4326') # read the filename reader = shapefile.Reader(filename) fields = reader.fields[1:] field_names = [field[0] for field in fields] field_types = [field[1] for field in fields] types = dict(zip(field_names, field_types)) features = [] projection = utils.getProjection(filename) if not crs else crs # catch a string with format "EPSG:XXX" if isinstance(projection, str): if 'EPSG:' in projection: projection = projection.split(':')[1] projection = 'EPSG:{}'.format(projection) # filter records with start and end start = start if start else 0 if not end: records = reader.shapeRecords() end = len(records) else: end = end + 1 if (end-start)>1000: msg = "Can't process more than 1000 records at a time. Found {}" raise ValueError(msg.format(end-start)) for i in range(start, end): # atr = dict(zip(field_names, sr.record)) sr = reader.shapeRecord(i) atr = {} for fld, rec in zip(field_names, sr.record): fld_type = types[fld] if fld_type == 'D': value = ee.Date(rec.isoformat()).millis().getInfo() elif fld_type in ['C', 'N', 'F']: value = rec else: continue atr[fld] = value geom = sr.shape.__geo_interface__ if projection is not None: geometry = ee.Geometry(geom, projection) \ .transform(wgs84, 1) else: geometry = ee.Geometry(geom) feat = ee.Feature(geometry, atr) features.append(feat) return ee.FeatureCollection(features) ... [9 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 10 Invalid syntax at line 79: ... [9 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 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 35 Unexpected indentation at line 36 Unexpected indentation at line 39 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 51 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 59 Unexpected indentation at line 61 Unexpected indentation at line 63 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 72 Unexpected indentation at line 73 ✨ Improvements: Complete the expression on the last line Add closing quote at line 10 Review syntax near the error location
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 1
| 0
| 2,393
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding=utf-8\nimport ee\nfrom . import utils\nimport json\nimport csv\nfrom .. import tools\n\n\ndef fromShapefile(filename, crs=None, start=None, end=None):\n \"\"\" Convert an ESRI file (.shp and .dbf must be present) to a\n ee.FeatureCollection\n\n At the moment only works for shapes with less than 1000 records and doesn't\n handle complex shapes.\n\n :param filename: the name of the filename. If the shape is not in the\n same path than the script, specify a path instead.\n :type filename: str\n :param start:\n :return: the FeatureCollection\n :rtype: ee.FeatureCollection\n \"\"\"\n import shapefile\n\n wgs84 = ee.Projection('EPSG:4326')\n # read the filename\n reader = shapefile.Reader(filename)\n fields = reader.fields[1:]\n field_names = [field[0] for field in fields]\n field_types = [field[1] for field in fields]\n types = dict(zip(field_names, field_types))\n features = []\n\n projection = utils.getProjection(filename) if not crs else crs\n # catch a string with format \"EPSG:XXX\"\n if isinstance(projection, str):\n if 'EPSG:' in projection:\n projection = projection.split(':')[1]\n projection = 'EPSG:{}'.format(projection)\n\n # filter records with start and end\n start = start if start else 0\n if not end:\n records = reader.shapeRecords()\n end = len(records)\n else:\n end = end + 1\n\n if (end-start)>1000:\n msg = \"Can't process more than 1000 records at a time. Found {}\"\n raise ValueError(msg.format(end-start))\n\n for i in range(start, end):\n # atr = dict(zip(field_names, sr.record))\n sr = reader.shapeRecord(i)\n atr = {}\n for fld, rec in zip(field_names, sr.record):\n fld_type = types[fld]\n if fld_type == 'D':\n value = ee.Date(rec.isoformat()).millis().getInfo()\n elif fld_type in ['C', 'N', 'F']:\n value = rec\n else:\n continue\n atr[fld] = value\n geom = sr.shape.__geo_interface__\n if projection is not None:\n geometry = ee.Geometry(geom, projection) \\\n .transform(wgs84, 1)\n else:\n geometry = ee.Geometry(geom)\n feat = ee.Feature(geometry, atr)\n features.append(feat)\n\n return ee.FeatureCollection(features)\n\n\n\n ... [9 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 10\n Invalid syntax at line 79: ... [9 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\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 35\n Unexpected indentation at line 36\n Unexpected indentation at line 39\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 51\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 59\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 67\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\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 10\n Review syntax near the error location"}]
| false
| null | null | null |
53b95578f3b9aa9d904006c7f7edb3a1fb45bd48
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Rock-paper-scissors-lizard-Spock template # The key idea of this program is to equate the strings # "rock", "paper", "scissors", "lizard", "Spock" to numbers # as follows: # # 0 - rock # 1 - Spock # 2 - paper # 3 - lizard # 4 - scissors import random def name_to_number(name): if name == "rock": return 0 elif name == 'Spock': return 1 elif name == 'paper': return 2 elif name == 'lizard': return 3 elif name == 'scissors': return 4 else : return None def number_to_name(number): if number == 0: return "rock" elif number == 1: return 'Spock' elif number == 2: return 'paper' elif number == 3: return 'lizard' elif number == 4: return 'scissors' else : return None def rpsls(player_choice): print "" print "Player chooses",player_choice player_number = name_to_number(player_choice) comp_number = random.randrange(5) comp_choice = number_to_name(comp_number) print "Computer chooses",comp_choice diff = (player_number - comp_number)%5 if (diff == 1) or (diff == 2): print "Player wins!" elif (diff == 3) or (diff == 4): print "Computer wins!" else : print "Tie!" rpsls("rock") rpsls("Spock") rpsls("paper") rpsls("lizard") rpsls("scissors")
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 3
| 0
| 1,357
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Rock-paper-scissors-lizard-Spock template\n\n# The key idea of this program is to equate the strings\n# \"rock\", \"paper\", \"scissors\", \"lizard\", \"Spock\" to numbers\n# as follows:\n#\n# 0 - rock\n# 1 - Spock\n# 2 - paper\n# 3 - lizard\n# 4 - scissors\n\nimport random\n\ndef name_to_number(name):\n if name == \"rock\":\n return 0\n elif name == 'Spock':\n return 1\n elif name == 'paper':\n return 2\n elif name == 'lizard':\n return 3\n elif name == 'scissors':\n return 4\n else :\n return None\n\ndef number_to_name(number):\n if number == 0:\n return \"rock\"\n elif number == 1:\n return 'Spock'\n elif number == 2:\n return 'paper'\n elif number == 3:\n return 'lizard'\n elif number == 4:\n return 'scissors'\n else :\n return None\n\ndef rpsls(player_choice):\n print \"\"\n print \"Player chooses\",player_choice\n player_number = name_to_number(player_choice)\n comp_number = random.randrange(5)\n comp_choice = number_to_name(comp_number)\n print \"Computer chooses\",comp_choice\n diff = (player_number - comp_number)%5\n if (diff == 1) or (diff == 2):\n print \"Player wins!\"\n elif (diff == 3) or (diff == 4):\n print \"Computer wins!\"\n else :\n print \"Tie!\"\n\nrpsls(\"rock\")\nrpsls(\"Spock\")\nrpsls(\"paper\")\nrpsls(\"lizard\")\nrpsls(\"scissors\")"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
53bae4caf0f5e1b3ae61fd16a27c99803d8b7c2e
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import logging from django.db import transaction, connection from django.utils import timezone from django.utils.timezone import localtime from chart.application.enums.department_type import DepartmentType from chart.application.enums.gender_type import GenderType from chart.application.service.app_logic_base import AppLogicBaseService from chart.models import Employees, Departments class EmployeesService(AppLogicBaseService): def __init__(self): super().__init__() @staticmethod @transaction.atomic() def create_employees(): """ Employeesを作成する """ service = EmployeesService() for emp_no in range(1, 11): if Employees.objects.filter(emp_no=emp_no, delete_flag=0).count() == 0: if emp_no <= 5: department_no = DepartmentType.SALES.value else: department_no = DepartmentType.MARKETING.value select_model = Departments.objects.filter(department_no=department_no).values("id").first() # データを登録する service._regist_employees(select_model['id'], emp_no) @staticmethod @transaction.atomic() def create_departments(): """ Departmentsを作成する """ service = EmployeesService() # データをすべて削除する # ForeignKeyが指定されているためdeleteコマンドを実行する Departments.objects.all().delete() for department_type in DepartmentType: department_no = department_type.value if Departments.objects.filter(department_no=department_no, delete_flag=0).count() == 0: # データを登録する service._regist_departments(department_no, department_type.en_name) @staticmethod @transaction.atomic() ... [6 more functiondefs truncated] ...
|
Functions: __init__, create_employees, create_departments Classes: EmployeesService This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 3
| 1
| 1,826
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport logging\n\nfrom django.db import transaction, connection\nfrom django.utils import timezone\nfrom django.utils.timezone import localtime\n\nfrom chart.application.enums.department_type import DepartmentType\nfrom chart.application.enums.gender_type import GenderType\nfrom chart.application.service.app_logic_base import AppLogicBaseService\nfrom chart.models import Employees, Departments\n\nclass EmployeesService(AppLogicBaseService):\n def __init__(self):\n super().__init__()\n\n @staticmethod\n @transaction.atomic()\n def create_employees():\n \"\"\"\n Employees\u3092\u4f5c\u6210\u3059\u308b\n \"\"\"\n service = EmployeesService()\n\n for emp_no in range(1, 11):\n if Employees.objects.filter(emp_no=emp_no, delete_flag=0).count() == 0:\n if emp_no <= 5:\n department_no = DepartmentType.SALES.value\n else:\n department_no = DepartmentType.MARKETING.value\n select_model = Departments.objects.filter(department_no=department_no).values(\"id\").first()\n # \u30c7\u30fc\u30bf\u3092\u767b\u9332\u3059\u308b\n service._regist_employees(select_model['id'], emp_no)\n\n @staticmethod\n @transaction.atomic()\n def create_departments():\n \"\"\"\n Departments\u3092\u4f5c\u6210\u3059\u308b\n \"\"\"\n service = EmployeesService()\n\n # \u30c7\u30fc\u30bf\u3092\u3059\u3079\u3066\u524a\u9664\u3059\u308b\n # ForeignKey\u304c\u6307\u5b9a\u3055\u308c\u3066\u3044\u308b\u305f\u3081delete\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\n Departments.objects.all().delete()\n\n for department_type in DepartmentType:\n department_no = department_type.value\n if Departments.objects.filter(department_no=department_no, delete_flag=0).count() == 0:\n # \u30c7\u30fc\u30bf\u3092\u767b\u9332\u3059\u308b\n service._regist_departments(department_no, department_type.en_name)\n\n @staticmethod\n @transaction.atomic()\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, create_employees, create_departments\n Classes: EmployeesService\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
53bdcb0790280882aedd07e5cb2cef0159140f96
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from flask import render_template def home(): return render_template('upload.html') def about(): return render_template('about.html')
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
beginner
|
machine_learning
|
debugging
|
Pythoncode:Python
| 2
| 0
| 146
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom flask import render_template\n\n\ndef home():\n return render_template('upload.html')\n\n\ndef about():\n return render_template('about.html')"}, {"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 |
53bf55da72ae86acb1c699435bc12016f38e84ea
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # Form implementation generated from reading ui file '.\hastakayit_gui.ui' # # Created by: PyQt5 UI code generator 5.11.3 # # WARNING! All changes made in this file will be lost! from PyQt5 import QtCore, QtGui, QtWidgets import mysql.connector from PyQt5.QtWidgets import QMessageBox,QWidget,QMainWindow from PyQt5.QtCore import Qt, QDate, QDateTime # Veritabanı bağlantısı için sql cümleciği oluşturuldu. class Ui_MainWindow2(QMainWindow): ... [3 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Block at line 16 has no indented body • IndentationError at line 18 Fixes: • Complete the expression on the last line • Fix indentation to match Python syntax rules
|
advanced
|
database
|
syntax_repair
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Pythoncode:Python
| 0
| 1
| 520
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n# Form implementation generated from reading ui file '.\\hastakayit_gui.ui'\n#\n# Created by: PyQt5 UI code generator 5.11.3\n #\n# WARNING! All changes made in this file will be lost!\n\nfrom PyQt5 import QtCore, QtGui, QtWidgets\nimport mysql.connector\nfrom PyQt5.QtWidgets import QMessageBox,QWidget,QMainWindow\n\nfrom PyQt5.QtCore import Qt, QDate, QDateTime\n\n# Veritaban\u0131 ba\u011flant\u0131s\u0131 i\u00e7in sql c\u00fcmleci\u011fi olu\u015fturuldu.\nclass Ui_MainWindow2(QMainWindow):\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 Block at line 16 has no indented body\n \u2022 IndentationError at line 18\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
53bfb5244dff3d80fd05051eac4247280b733cea
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #!/usr/bin/env python3 def manage_daily_builds(sname): print('Managing builds matching %s' % (sname)) # obtain git handle gh = GitHub(GITHUB_API, token=AUTH_TOKEN) repository = gh.repository(REPOSITORY_OWNER, REPOSITORY_REPO) # get list of releases releases = repository.releases() # extract keys and sort by build date release_keys = {x.id : x.created_at for x in releases if sname in x.name} sorted_keys = sorted(release_keys.items(), reverse=True, key=lambda x: x[1 + 1]) print('%s' % (pformat(sorted_keys))) # filter to obtain the keys to delete delete_keys = [v[0] for v in sorted_keys[2:]] print('Deleting releases: %s' % (pformat(delete_keys))) # iterate, deleting the releases and corresponding tags for rel in releases: print('examining rel %d from %s...' % (rel.id, str(rel.created_at))) if rel.id in delete_keys and rel.tag_name is not None: print(' deleting release id %d and tag %s.' % (rel.id, rel.tag_name)) rel_tag_ref = repository.ref('tags/%s' % (rel.tag_name)) rel.delete() if rel_tag_ref is not None: print(' deleting tag %s' % (rel_tag_ref.ref)) rel_tag_ref.delete() else: # Look for stale files in the release assets = rel.assets() print('In release %s found assets:' % (rel.name)) for asset in assets: match = PRODUCT_ASSET_PATTERN.search(asset.name) print(' asset named %s matches %s' % (asset.name, match.group(1) if match is not None else 'None')) build_times = sorted([PRODUCT_ASSET_PATTERN.search(x.name).group(1) for x in assets if PRODUCT_ASSET_PATTERN.search(x.name)]) latest_build_time = build_times[-1] if build_times else None print('Lastest build time is %s' % (latest_build_time)) for asset in assets: match = PRODUCT_ASSET_PATTERN.search(asset.name) # print(' asset named %s matches %s' % (asset.name, match.group(1) if match is not None else 'None')) if match is not None: asset_build_time = match.group(1) if asset_build_time != latest_build_time: print('deleting stale asset %s' % (asset.name)) asset.delete() if __name__ == '__main__': manage_daily_builds(sys.argv[1])
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 12 Buggy code: sorted_keys = sorted(release_keys.items(), reverse=True, key=lambda x: x[1 + 1]) Should be: sorted_keys = sorted(release_keys.items(), reverse=True, key=lambda x: x[1]) Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
intermediate
|
testing
|
logical_errors
|
Pythoncode:Python
| 1
| 0
| 2,448
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\ndef manage_daily_builds(sname):\n print('Managing builds matching %s' % (sname))\n # obtain git handle\n gh = GitHub(GITHUB_API, token=AUTH_TOKEN)\n repository = gh.repository(REPOSITORY_OWNER, REPOSITORY_REPO)\n # get list of releases\n releases = repository.releases()\n # extract keys and sort by build date\n release_keys = {x.id : x.created_at for x in releases if sname in x.name} \n sorted_keys = sorted(release_keys.items(), reverse=True, key=lambda x: x[1 + 1])\n print('%s' % (pformat(sorted_keys)))\n # filter to obtain the keys to delete\n delete_keys = [v[0] for v in sorted_keys[2:]]\n print('Deleting releases: %s' % (pformat(delete_keys)))\n # iterate, deleting the releases and corresponding tags\n for rel in releases:\n print('examining rel %d from %s...' % (rel.id, str(rel.created_at)))\n if rel.id in delete_keys and rel.tag_name is not None:\n print(' deleting release id %d and tag %s.' % (rel.id, rel.tag_name))\n rel_tag_ref = repository.ref('tags/%s' % (rel.tag_name))\n rel.delete()\n if rel_tag_ref is not None:\n print(' deleting tag %s' % (rel_tag_ref.ref))\n rel_tag_ref.delete()\n else:\n # Look for stale files in the release\n assets = rel.assets()\n print('In release %s found assets:' % (rel.name))\n for asset in assets:\n match = PRODUCT_ASSET_PATTERN.search(asset.name)\n print(' asset named %s matches %s' % (asset.name, match.group(1) if match is not None else 'None'))\n build_times = sorted([PRODUCT_ASSET_PATTERN.search(x.name).group(1) for x in assets if PRODUCT_ASSET_PATTERN.search(x.name)])\n latest_build_time = build_times[-1] if build_times else None\n print('Lastest build time is %s' % (latest_build_time))\n for asset in assets:\n match = PRODUCT_ASSET_PATTERN.search(asset.name)\n # print(' asset named %s matches %s' % (asset.name, match.group(1) if match is not None else 'None'))\n if match is not None:\n asset_build_time = match.group(1)\n if asset_build_time != latest_build_time:\n print('deleting stale asset %s' % (asset.name))\n asset.delete()\n\nif __name__ == '__main__':\n manage_daily_builds(sys.argv[1])"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 12\n\n Buggy code:\n sorted_keys = sorted(release_keys.items(), reverse=True, key=lambda x: x[1 + 1])\n\n Should be:\n sorted_keys = sorted(release_keys.items(), reverse=True, key=lambda x: x[1])\n\n Explanation: Classic off-by-one error - will cause wrong iteration or index access\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
53c0dd2b4f081d4c8d070b26922f68bf139eaa76
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. class TestAnalysis(unittest.TestCase): """
|
Test the analysis code for the static turn annotations task. """ ... [1 more functiondefs truncated] ...
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 0
| 1
| 383
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n# Copyright (c) Facebook, Inc. and its affiliates.\n# This source code is licensed under the MIT license found in the\n# LICENSE file in the root directory of this source tree.\n class TestAnalysis(unittest.TestCase):\n \"\"\""}, {"role": "assistant", "content": "\n Test the analysis code for the static turn annotations task.\n \"\"\"\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
53c1b1b92893f74554831ae30476aefdb5464370
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/python # -*- coding: utf-8 -*- # (c) 2013, Chatham Financial <oss@chathamfinancial.com> # # This file is part of Ansible # # Ansible is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # # Ansible is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with Ansible. If not, see <http://www.gnu.org/licenses/>. class RabbitMqPlugins(object): def __init__(self, module): self.module = module # Complete this line self._rabbitmq_plugins = module.params['prefix'] + "/sbin/rabbitmq-plugins" else: self._rabbitmq_plugins = module.get_bin_path('rabbitmq-plugins', True) def _exec(self, args, run_in_check_mode=False): if not self.module.check_mode or (self.module.check_mode and run_in_check_mode): cmd = [self._rabbitmq_plugins] rc, out, err = self.module.run_command(cmd + args, check_rc=True) return out.splitlines() return list() def get_all(self): return self._exec(['list', '-E', '-m'], True) def enable(self, name): self._exec(['enable', name]) def disable(self, name): self._exec(['disable', name]) ... [1 more functiondefs truncated] ...
|
The missing line is: if module.params['prefix']:
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 1
| 1,650
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/python\n# -*- coding: utf-8 -*-\n\n# (c) 2013, Chatham Financial <oss@chathamfinancial.com>\n#\n# This file is part of Ansible\n#\n# Ansible is free software: you can redistribute it and/or modify\n# it under the terms of the GNU General Public License as published by\n# the Free Software Foundation, either version 3 of the License, or\n# (at your option) any later version.\n#\n# Ansible is distributed in the hope that it will be useful,\n# but WITHOUT ANY WARRANTY; without even the implied warranty of\n# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n# GNU General Public License for more details.\n#\n# You should have received a copy of the GNU General Public License\n# along with Ansible. If not, see <http://www.gnu.org/licenses/>.\n\nclass RabbitMqPlugins(object):\n def __init__(self, module):\n self.module = module\n\n # Complete this line\n self._rabbitmq_plugins = module.params['prefix'] + \"/sbin/rabbitmq-plugins\"\n else:\n self._rabbitmq_plugins = module.get_bin_path('rabbitmq-plugins', True)\n\n def _exec(self, args, run_in_check_mode=False):\n if not self.module.check_mode or (self.module.check_mode and run_in_check_mode):\n cmd = [self._rabbitmq_plugins]\n rc, out, err = self.module.run_command(cmd + args, check_rc=True)\n return out.splitlines()\n return list()\n\n def get_all(self):\n return self._exec(['list', '-E', '-m'], True)\n\n def enable(self, name):\n self._exec(['enable', name])\n\n def disable(self, name):\n self._exec(['disable', name])\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n if module.params['prefix']:"}]
| false
| null | null | null |
53c38f978d506f03ad72b1b6b50a34e76cbf6a7b
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright 2016 - Nokia, ZTE # # 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 itertools import chain from six.moves import reduce from oslo_log import log from vitrage.common.constants import DatasourceProperties as DSProps from vitrage.common.constants import GraphAction from vitrage.datasources.driver_base import DriverBase from vitrage.datasources.static import ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: from vitrage.datasources.static import StaticFields from vitrage.utils import file as file_utils class StaticDriver(DriverBase): # base fields are required for all entities, others are treated as metadata
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 8
| 1
| 874
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright 2016 - Nokia, ZTE\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nfrom itertools import chain\nfrom six.moves import reduce\n\nfrom oslo_log import log\n\nfrom vitrage.common.constants import DatasourceProperties as DSProps\nfrom vitrage.common.constants import GraphAction\nfrom vitrage.datasources.driver_base import DriverBase\nfrom vitrage.datasources.static import\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:\nfrom vitrage.datasources.static import StaticFields\nfrom vitrage.utils import file as file_utils\n\nclass StaticDriver(DriverBase):\n # base fields are required for all entities, others are treated as metadata"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
53c4401601b96a14bafd9a44d9c96d488de53fcf
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import numpy as np class Mesh: """Contains meshses of shapes that will ultimately get rendered. Attributes ---------- vertices : np.ndarray Qx2 array of vertices of all triangles for shapes including edges and faces vertices_centers : np.ndarray Qx2 array of centers of vertices of triangles for shapes. For vertices corresponding to faces these are the same as the actual vertices. For vertices corresponding to edges these values should be added to a scaled `vertices_offsets` to get the actual vertex positions. The scaling corresponds to the width of the edge vertices_offsets : np.ndarray Qx2 array of offsets of vertices of triangles for shapes. For vertices corresponding to faces these are 0. For vertices corresponding to edges these values should be scaled and added to the `vertices_centers` to get the actual vertex positions. The scaling corresponds to the width of the edge vertices_index : np.ndarray Qx2 array of the index (0, ..., N-1) of each shape that each vertex corresponds and the mesh type (0, 1) for face or edge. triangles : np.ndarray Px3 array of vertex indices that form the mesh triangles triangles_index : np.ndarray Px2 array of the index (0, ..., N-1) of each shape that each triangle corresponds and the mesh type (0, 1) for face or edge. triangles_colors : np.ndarray Px4 array of the rgba color of each triangle triangles_z_order : np.ndarray Length P array of the z order of each triangle. Must be a permutation of (0, ..., P-1) Extended Summary ---------- _types : list Length two list of the different mesh types corresponding to faces and edges """ _types = ['face', 'edge'] def __init__(self): self.clear() def clear(self): """Resets mesh data """ self.vertices = np.empty((0, 2)) self.vertices_centers = np.empty((0, 2)) self.vertices_offsets = np.empty((0, 2)) self.vertices_index = np.empty((0, 2), dtype=int) self.triangles = np.empty((0, 3), dtype=np.uint32) self.triangles_index = np.empty((0, 2), dtype=int) self.triangles_colors = np.empty((0, 4)) self.triangles_z_order = np.empty((0), dtype=int)
|
Functions: __init__, clear Classes: Mesh This code demonstrates Pythoncode:Python programming.
|
advanced
|
database
|
code_explanation
|
Pythoncode:Python
| 2
| 1
| 2,406
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport numpy as np\n\n\nclass Mesh:\n \"\"\"Contains meshses of shapes that will ultimately get rendered.\n\n Attributes\n ----------\n vertices : np.ndarray\n Qx2 array of vertices of all triangles for shapes including edges and\n faces\n vertices_centers : np.ndarray\n Qx2 array of centers of vertices of triangles for shapes. For vertices\n corresponding to faces these are the same as the actual vertices. For\n vertices corresponding to edges these values should be added to a\n scaled `vertices_offsets` to get the actual vertex positions.\n The scaling corresponds to the width of the edge\n vertices_offsets : np.ndarray\n Qx2 array of offsets of vertices of triangles for shapes. For vertices\n corresponding to faces these are 0. For vertices corresponding to\n edges these values should be scaled and added to the\n `vertices_centers` to get the actual vertex positions.\n The scaling corresponds to the width of the edge\n vertices_index : np.ndarray\n Qx2 array of the index (0, ..., N-1) of each shape that each vertex\n corresponds and the mesh type (0, 1) for face or edge.\n triangles : np.ndarray\n Px3 array of vertex indices that form the mesh triangles\n triangles_index : np.ndarray\n Px2 array of the index (0, ..., N-1) of each shape that each triangle\n corresponds and the mesh type (0, 1) for face or edge.\n triangles_colors : np.ndarray\n Px4 array of the rgba color of each triangle\n triangles_z_order : np.ndarray\n Length P array of the z order of each triangle. Must be a permutation\n of (0, ..., P-1)\n\n Extended Summary\n ----------\n _types : list\n Length two list of the different mesh types corresponding to faces and\n edges\n \"\"\"\n\n _types = ['face', 'edge']\n\n def __init__(self):\n\n self.clear()\n\n def clear(self):\n \"\"\"Resets mesh data\n \"\"\"\n self.vertices = np.empty((0, 2))\n self.vertices_centers = np.empty((0, 2))\n self.vertices_offsets = np.empty((0, 2))\n self.vertices_index = np.empty((0, 2), dtype=int)\n self.triangles = np.empty((0, 3), dtype=np.uint32)\n self.triangles_index = np.empty((0, 2), dtype=int)\n self.triangles_colors = np.empty((0, 4))\n self.triangles_z_order = np.empty((0), dtype=int)"}, {"role": "assistant", "content": " Functions: __init__, clear\n Classes: Mesh\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
53c47f75ab180de02752f1ea49f9b87157a860e1
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import sys def start_parameter(text, i): if len(sys.argv) > i: print('{0}{1}'.format(text, sys.argv[i]))
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Fix: Complete the function 'start_parameter' body and add missing return
|
beginner
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 111
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport sys\n\ndef start_parameter(text, i):\n if len(sys.argv) > i:\n print('{0}{1}'.format(text, sys.argv[i]))"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Fix: Complete the function 'start_parameter' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
53c5781ea07cd092d5d5320da909512506460ef4
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/python3 # vim:se tw=0 sts=4 ts=4 et ai: def env(var): try: return os.environ[var] except KeyError: return '' ##############################################
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 2 has no indented body Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 190
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/python3\n# vim:se tw=0 sts=4 ts=4 et ai:\ndef env(var):\n try:\n return os.environ[var]\n except KeyError:\n return ''\n##############################################"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 2 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
53c5eb302f7f03de564020dfecea1ce909aa994c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from django.core.exceptions import NON_FIELD_ERRORS from rest_framework import status, viewsets, serializers from rest_framework.decorators import list_route from rest_framework.response import Response from rest_framework.serializers import ModelSerializer from jet_django.filters.model_aggregate import AggregateFilter from jet_django.filters.model_group import GroupFilter from jet_django.pagination import CustomPageNumberPagination from jet_django.permissions import HasProjectPermissions, ModifyNotInDemo from jet_django.serializers.reorder import reorder_serializer_factory class AggregateSerializer(serializers.Serializer): y_func = serializers.IntegerField() def __init__(self, *args, **kwargs): if 'y_func_serializer' in kwargs: self.fields['y_func'] = kwargs.pop('y_func_serializer') super().__init__(*args, **kwargs) class GroupSerializer(serializers.Serializer): group = serializers.CharField() y_func = serializers.IntegerField() def __init__(self, *args, **kwargs): if 'group_serializer' in kwargs: self.fields['group'] = kwargs.pop('group_serializer') ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: if 'y_func_serializer' in kwargs: self.fields['y_func'] = kwargs.pop('y_func_serializer') super().__init__(*args, **kwargs)
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 4
| 3
| 1,144
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom django.core.exceptions import NON_FIELD_ERRORS\nfrom rest_framework import status, viewsets, serializers\nfrom rest_framework.decorators import list_route\nfrom rest_framework.response import Response\nfrom rest_framework.serializers import ModelSerializer\n\nfrom jet_django.filters.model_aggregate import AggregateFilter\nfrom jet_django.filters.model_group import GroupFilter\nfrom jet_django.pagination import CustomPageNumberPagination\nfrom jet_django.permissions import HasProjectPermissions, ModifyNotInDemo\nfrom jet_django.serializers.reorder import reorder_serializer_factory\n\n\nclass AggregateSerializer(serializers.Serializer):\n y_func = serializers.IntegerField()\n\n def __init__(self, *args, **kwargs):\n if 'y_func_serializer' in kwargs:\n self.fields['y_func'] = kwargs.pop('y_func_serializer')\n\n super().__init__(*args, **kwargs)\n\n\nclass GroupSerializer(serializers.Serializer):\n group = serializers.CharField()\n y_func = serializers.IntegerField()\n\n def __init__(self, *args, **kwargs):\n if 'group_serializer' in kwargs:\n self.fields['group'] = kwargs.pop('group_serializer')\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 if 'y_func_serializer' in kwargs:\n self.fields['y_func'] = kwargs.pop('y_func_serializer')\n\n super().__init__(*args, **kwargs)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
53c6b101ead41851286a75be3bcca965a4128b2f
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: """ Weather functions. """ from ursina import color, window, time from nMap import nMap class Weather: def __init__(this, rate=1): this.red = 0 this.green = 200 this.blue = 211 this.darkling = 0 this.rate = rate this.towardsNight = 1 # Complete this line def setSky(this): r = nMap(this.darkling,0,100,0,this.red) g = nMap(this.darkling,0,100,0,this.green) b = nMap(this.darkling,0,100,0,this.blue) window.color = color.rgb(r,g,b) def update(this): this.darkling -= ( this.rate * this.towardsNight * time.dt) if this.darkling < 0: this.towardsNight *= -1 this.darkling = 0 this.setSky()
|
The missing line is:
|
advanced
|
oop
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 1
| 779
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"\nWeather functions.\n\"\"\"\nfrom ursina import color, window, time\nfrom nMap import nMap\n\nclass Weather:\n def __init__(this, rate=1):\n this.red = 0\n this.green = 200\n this.blue = 211\n\n this.darkling = 0\n\n this.rate = rate\n\n this.towardsNight = 1\n # Complete this line\n def setSky(this):\n r = nMap(this.darkling,0,100,0,this.red)\n g = nMap(this.darkling,0,100,0,this.green)\n b = nMap(this.darkling,0,100,0,this.blue)\n window.color = color.rgb(r,g,b)\n\n def update(this):\n this.darkling -= ( this.rate * \n this.towardsNight *\n time.dt)\n if this.darkling < 0:\n this.towardsNight *= -1\n this.darkling = 0\n \n this.setSky()"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
53c79195c421ab20eafd11d18287a51c1a99fb79
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python3 class EventDispatcher(DispatcherBase): pass ## This is a special server-oriented EventDispatcher that provides for an interactive console # on the server when run in a terminal. This is probably most useful for testing the library, # though it's not unheard of for a server to run in a terminal and have a console. class EventDispatcherServer(DispatcherBase): __console = None __consolecommands = None def __init__(self, **args): super().__init__(**args) self.__console = ConsoleInput() self.__consolecommands = [] # Register the standard commands available to every game server. self.RegisterCommand('show', self.consoleShow, "show (connections)", "Show Error: SyntaxError: unterminated string literal
|
Fixed Code: #!/usr/bin/env python3 class EventDispatcher(DispatcherBase): pass ## This is a special server-oriented EventDispatcher that provides for an interactive console # on the server when run in a terminal. This is probably most useful for testing the library, # though it's not unheard of for a server to run in a terminal and have a console. class EventDispatcherServer(DispatcherBase): __console = None __consolecommands = None def __init__(self, **args): super().__init__(**args) self.__console = ConsoleInput() self.__consolecommands = [] # Register the standard commands available to every game server. Explanation: Close the string literal with matching quote
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 4
| 2
| 758
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python3\n\nclass EventDispatcher(DispatcherBase):\n pass\n\n\n## This is a special server-oriented EventDispatcher that provides for an interactive console\n# on the server when run in a terminal. This is probably most useful for testing the library,\n# though it's not unheard of for a server to run in a terminal and have a console.\nclass EventDispatcherServer(DispatcherBase):\n __console = None\n __consolecommands = None\n\n def __init__(self, **args):\n super().__init__(**args)\n \n self.__console = ConsoleInput()\n self.__consolecommands = []\n \n # Register the standard commands available to every game server.\n self.RegisterCommand('show', self.consoleShow, \"show (connections)\", \"Show\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python3\n\nclass EventDispatcher(DispatcherBase):\n pass\n\n\n## This is a special server-oriented EventDispatcher that provides for an interactive console\n# on the server when run in a terminal. This is probably most useful for testing the library,\n# though it's not unheard of for a server to run in a terminal and have a console.\nclass EventDispatcherServer(DispatcherBase):\n __console = None\n __consolecommands = None\n\n def __init__(self, **args):\n super().__init__(**args)\n \n self.__console = ConsoleInput()\n self.__consolecommands = []\n \n # Register the standard commands available to every game server.\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
53c796e3204469330950f66fd76505dd80903be6
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Generated by Django 2.2.7 on 2019-11-17 17:19 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('account', '0002_remove_customuser_full_name'), ] operations = [ migrations.AddField( model_name='customuser', name='phone_number', field=models.CharField(blank=True, max_length=500), ), ]
|
Classes: Migration This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 416
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Generated by Django 2.2.7 on 2019-11-17 17:19\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('account', '0002_remove_customuser_full_name'),\n ]\n\n operations = [\n migrations.AddField(\n model_name='customuser',\n name='phone_number',\n field=models.CharField(blank=True, max_length=500),\n ),\n ]"}, {"role": "assistant", "content": " Classes: Migration\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
53c80402ffddb5cb55023d530bbbc0ac778cca90
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: base = int(input('Digite o valor da base: ')) expoente = 0 while expoente <= 0: expoente = int(input('Digite o valor do expoente: ')) if expoente <= 0: print('O expoente tem que ser positivo') potencia = 1 for c in range(1, expoente + 1): potencia *= base print(f'{base}^ {expoente} = {potencia}')
|
Syntax Analysis: Syntax Errors Found: • IndentationError at line 9 Fixes: • Fix indentation to match Python syntax rules
|
intermediate
|
general
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 326
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nbase = int(input('Digite o valor da base: '))\nexpoente = 0\n\nwhile expoente <= 0:\n expoente = int(input('Digite o valor do expoente: '))\n if expoente <= 0:\n print('O expoente tem que ser positivo')\n\n potencia = 1\n\nfor c in range(1, expoente + 1):\n potencia *= base\n\nprint(f'{base}^ {expoente} = {potencia}')"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 IndentationError at line 9\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
53c8f59b4f5c675f0331d7886d8de3f13a17f272
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright (c) 2021, Noah Jacob and contributors # For license information, please see license.txt from __future__ import unicode_literals import frappe from frappe.model.document import Document from frappe.utils import flt from accounting.accounting.general_ledger import make_gl_entry, make_reverse_gl_entry class JournalEntry(Document): def validate(self): calc_total_debit_credit(self) if self.difference: ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: frappe.throw("The total debit and credit must be equal. The current difference is {}".format(self.difference)) if self.total_credit == 0 or self.total_debit == 0 : frappe.throw('Total Cannot be Zero') if not self.accounts: frappe.throw('Account Entries are required')
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advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 443
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Copyright (c) 2021, Noah Jacob and contributors\n# For license information, please see license.txt\n\nfrom __future__ import unicode_literals\nimport frappe\nfrom frappe.model.document import Document\nfrom frappe.utils import flt\nfrom accounting.accounting.general_ledger import make_gl_entry, make_reverse_gl_entry\n\nclass JournalEntry(Document):\n\n\tdef validate(self):\n\t\tcalc_total_debit_credit(self)\n\t\tif self.difference:\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\t\t\tfrappe.throw(\"The total debit and credit must be equal. The current difference is {}\".format(self.difference))\n\t\tif self.total_credit == 0 or self.total_debit == 0 :\n\t\t\tfrappe.throw('Total Cannot be Zero')\n\t\tif not self.accounts:\n\t\t\tfrappe.throw('Account Entries are required')"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
53cb133ef9cebb74671b9c48466b895d83fd6371
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from django.db import models # Create your models here. # 클래스의 기능: 상속 class Question(models.Model): # Table question_text= models.CharField(max_length= 100) # column, datatype public_date= models.CharField(max_length= 100) votes= models.DecimalField(max_digits= 20, decimal_places= 10) # 위의 2개 타입으로 클래스 만들면 ok # link, string-> CharField, data-> DecimalField
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# 보통 max_length= 100으로 함 class Economics(models.Model): title= models.CharField(max_length= 100) href= models.CharField(max_length= 100) create_date= models.CharField(max_length= 100)
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advanced
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 2
| 568
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom django.db import models\n\n# Create your models here.\n# \ud074\ub798\uc2a4\uc758 \uae30\ub2a5: \uc0c1\uc18d\nclass Question(models.Model): # Table\n question_text= models.CharField(max_length= 100) # column, datatype\n public_date= models.CharField(max_length= 100)\n votes= models.DecimalField(max_digits= 20, decimal_places= 10)\n# \uc704\uc758 2\uac1c \ud0c0\uc785\uc73c\ub85c \ud074\ub798\uc2a4 \ub9cc\ub4e4\uba74 ok\n# link, string-> CharField, data-> DecimalField"}, {"role": "assistant", "content": "\n# \ubcf4\ud1b5 max_length= 100\uc73c\ub85c \ud568\n\nclass Economics(models.Model):\n title= models.CharField(max_length= 100)\n href= models.CharField(max_length= 100)\n create_date= models.CharField(max_length= 100)"}]
| false
| null | null | null |
53cba4400da1d1c4d684c06ae9715e48948281c2
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- import sys,os,time if len(sys.argv)<2: print "usage: test_snap.py <check|show>" sys.exit(2) kam_cmd=sys.argv[1] path='/var/data2/snap_store' a=os.listdir(path) a.remove('535e1a5c1ecffb2fa372fd7d') # this is a camera not used in HF system if kam_cmd=='show' or kam_cmd=='check': last_sub=int(time.time()/600) for i in a: sub='%s/%s' % (path, i) b=os.listdir(sub) if 'capture' in b: b.remove('capture') b.sort() sub2='%s/%s' % (sub, b[-1]) c=os.listdir(sub2) if kam_cmd=='show' or last_sub-int(b[-1])>3: print "%s - %d, %s - %d, (%d)" % (i, len(b), b[-1], len(c), last_sub-int(b[-1])) else: print "usage: test_snap.py <check|show>" sys.exit(2)
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Code analysis results: 🔴 Errors found: SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 7 ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 19 Unexpected indentation at line 21 Unexpected indentation at line 22 💡 Suggestions: Review code syntax
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 0
| 0
| 722
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\nimport sys,os,time\n\nif len(sys.argv)<2:\n\tprint \"usage: test_snap.py <check|show>\"\n\tsys.exit(2)\n\nkam_cmd=sys.argv[1]\n\npath='/var/data2/snap_store'\n\na=os.listdir(path)\na.remove('535e1a5c1ecffb2fa372fd7d')\t# this is a camera not used in HF system\n\nif kam_cmd=='show' or kam_cmd=='check':\n\tlast_sub=int(time.time()/600)\n\tfor i in a:\n\t\tsub='%s/%s' % (path, i)\n\t\tb=os.listdir(sub)\n\t\tif 'capture' in b:\n\t\t\tb.remove('capture')\n\t\tb.sort()\n\t\tsub2='%s/%s' % (sub, b[-1])\n\t\tc=os.listdir(sub2)\n\t\tif kam_cmd=='show' or last_sub-int(b[-1])>3:\n\t\t\tprint \"%s - %d, %s - %d, (%d)\" % (i, len(b), b[-1], len(c), last_sub-int(b[-1]))\nelse:\n\tprint \"usage: test_snap.py <check|show>\"\n\tsys.exit(2)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 7\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 8\n Unexpected indentation at line 19\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n\n\ud83d\udca1 Suggestions:\n Review code syntax"}]
| false
| null | null | null |
53ccd38a42372cb4c8b6646892db6cc4fe7a6bd1
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import functools import gc from abc import ABC from sources.datasets.client_dataset_definitions.client_dataset_loaders.client_dataset_loader import ClientDatasetLoader, DatasetComponents from sources.datasets.client_dataset_definitions.client_dataset_processors.client_dataset_processor import ClientDatasetProcessor from sources.utils.exception_definitions import OutsideOfContextError def throw_error_outside_context(func): @functools.wraps(func) def wrapper_decorator(self, *args, **kwargs): if not self.within_context: raise OutsideOfContextError( """Error: Tried to access client Dataset outside of context manager. This might lead to data leaks and bad use of memory. Please wrap the usage of ClientDataset.dataset_x inside a "with statement". """) else: value = func(self, *args, **kwargs) return value return wrapper_decorator class ClientDataset(ABC): def __init__(self, client_identifier: str, client_dataset_loader: ClientDatasetLoader, client_dataset_processor: ClientDatasetProcessor, ): self.client_identifier = client_identifier self.client_dataset_loader = client_dataset_loader self.client_dataset_processor = client_dataset_processor self._train_data = None self._test_data = None self._validation_data = None self.within_context = False def process_x(self, raw_x_batch): """Pre-processes each batch of features before being fed to the model.""" return self.client_dataset_processor.process_x(raw_x_batch) def process_y(self, raw_y_batch): """Pre-processes each batch of labels before being fed to the model.""" return self.client_dataset_processor.process_y(raw_y_batch) def _lazy_initialise_data(self, data, dataset_component: DatasetComponents): if data is None: data = self.client_dataset_loader.load_dataset(self.client_identifier, dataset_component) return self.process_x(data["x"]), self.process_y(data["y"]) else: return data @property @throw_error_outside_context def training_data(self): """Returns the Training Data as pair of arrays containing the samples x, and classification y""" self._train_data = self._lazy_initialise_data(self._train_data, DatasetComponents.TRAIN) return self._train_data @property @throw_error_outside_context ... [10 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 15 Block at line 26 has no indented body Block at line 32 has no indented body IndentationError at line 72 ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 💡 Suggestions: Complete the expression on the last line Add closing quote at line 15 Fix indentation to match Python syntax rules
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 7
| 1
| 2,757
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport functools\nimport gc\nfrom abc import ABC\n\nfrom sources.datasets.client_dataset_definitions.client_dataset_loaders.client_dataset_loader import ClientDatasetLoader, DatasetComponents\nfrom sources.datasets.client_dataset_definitions.client_dataset_processors.client_dataset_processor import ClientDatasetProcessor\nfrom sources.utils.exception_definitions import OutsideOfContextError\n\n\ndef throw_error_outside_context(func):\n @functools.wraps(func)\n def wrapper_decorator(self, *args, **kwargs):\n if not self.within_context:\n raise OutsideOfContextError(\n \"\"\"Error: Tried to access client Dataset outside of context \n manager. This might lead to data leaks and bad use of \n memory. Please wrap the usage of ClientDataset.dataset_x \n inside a \"with statement\". \"\"\")\n else:\n value = func(self, *args, **kwargs)\n return value\n\n return wrapper_decorator\n\n\nclass ClientDataset(ABC):\n\n def __init__(self,\n client_identifier: str,\n client_dataset_loader: ClientDatasetLoader,\n client_dataset_processor: ClientDatasetProcessor,\n ):\n\n self.client_identifier = client_identifier\n self.client_dataset_loader = client_dataset_loader\n self.client_dataset_processor = client_dataset_processor\n\n self._train_data = None\n self._test_data = None\n self._validation_data = None\n self.within_context = False\n\n def process_x(self, raw_x_batch):\n \"\"\"Pre-processes each batch of features\n before being fed to the model.\"\"\"\n return self.client_dataset_processor.process_x(raw_x_batch)\n\n def process_y(self, raw_y_batch):\n \"\"\"Pre-processes each batch of labels before being fed to the model.\"\"\"\n return self.client_dataset_processor.process_y(raw_y_batch)\n\n def _lazy_initialise_data(self, data, dataset_component: DatasetComponents):\n if data is None:\n data = self.client_dataset_loader.load_dataset(self.client_identifier,\n dataset_component)\n return self.process_x(data[\"x\"]), self.process_y(data[\"y\"])\n else:\n return data\n\n @property\n @throw_error_outside_context\n def training_data(self):\n \"\"\"Returns the Training Data as pair of arrays containing the samples x,\n and classification y\"\"\"\n self._train_data = self._lazy_initialise_data(self._train_data,\n DatasetComponents.TRAIN)\n return self._train_data\n\n @property\n @throw_error_outside_context\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 15\n Block at line 26 has no indented body\n Block at line 32 has no indented body\n IndentationError at line 72\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 15\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
53cd4bfd1a117d3dcaa2d01161d38a59434bcf2f
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import logging import numpy import kgprim.motions as motions import kgprim.ct.frommotions as frommotions import kgprim.ct.repr.mxrepr as mxrepr import motiondsl.motiondsl as motdsl logger = logging.getLogger(__name__) class RobotKinematics: '''The composition of the constant poses and the joint poses of a robot. This class is a simple aggregation of the geometry model and the joint-poses model. By merging the two, this class have access to the full robot kinematics. Thanks to gr.motions.ConnectedFramesInspector, an arbitrary relative pose between two frames on the robot can be obtained. ''' def __init__(self, geometry, jointPoses): self.robotGeometry = geometry self.jointPoses = jointPoses self.baseFrame = geometry.framesModel.linkFrames[ geometry.connectivityModel.base ] allPoses = geometry.posesModel.mergeModel( jointPoses.jointPosesModel ) self.framesConnectivity = motions.ConnectedFramesInspector(allPoses) def base_H_ee(kinematics, framename): if framename not in kinematics.robotGeometry.framesModel.framesByName: logger.error("Could not find frame '{0}' in model '{1}'".format(framename, kinematics.robotGeometry.robotName)) ee = kinematics.robotGeometry.framesModel.framesByName[ framename ] if not kinematics.framesConnectivity.hasRelativePose(ee, kinematics.baseFrame): logger.error("Frame '{0}' and the base frame do not seem to be connected".format(framename)) return None poseSpec = kinematics.framesConnectivity.getPoseSpec(ee, kinematics.baseFrame) cotr = frommotions.toCoordinateTransform(poseSpec) H = mxrepr.hCoordinatesSymbolic(cotr) q = numpy.zeros( len(H.variables) ) H = H.setVariablesValue( valueslist=q ) return H def serializeToMotionDSLModel(robotKinematics, ostream): header =''' Model {modelname} Convention = currentFrame '''.format(modelname=robotKinematics.robotGeometry.robotName) ostream.write(header) for jp in robotKinematics.jointPoses.poseSpecByJoint.values(): text = motdsl.poseSpecToMotionDSLSnippet( jp ) ostream.write(text) ostream.write('\n') for cp in robotKinematics.robotGeometry.byPose.values() : text = motdsl.poseSpecToMotionDSLSnippet( cp ) ostream.write(text) ostream.write('\n') ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 3
| 1
| 2,357
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport logging\nimport numpy\n\nimport kgprim.motions as motions\nimport kgprim.ct.frommotions as frommotions\nimport kgprim.ct.repr.mxrepr as mxrepr\nimport motiondsl.motiondsl as motdsl\n\nlogger = logging.getLogger(__name__)\n\nclass RobotKinematics:\n '''The composition of the constant poses and the joint poses of a robot.\n\n This class is a simple aggregation of the geometry model and the joint-poses\n model. By merging the two, this class have access to the full robot\n kinematics.\n\n Thanks to gr.motions.ConnectedFramesInspector, an arbitrary relative pose\n between two frames on the robot can be obtained.\n '''\n def __init__(self, geometry, jointPoses):\n self.robotGeometry = geometry\n self.jointPoses = jointPoses\n self.baseFrame = geometry.framesModel.linkFrames[ geometry.connectivityModel.base ]\n\n allPoses = geometry.posesModel.mergeModel( jointPoses.jointPosesModel )\n\n self.framesConnectivity = motions.ConnectedFramesInspector(allPoses)\n\n\n\ndef base_H_ee(kinematics, framename):\n if framename not in kinematics.robotGeometry.framesModel.framesByName:\n logger.error(\"Could not find frame '{0}' in model '{1}'\".format(framename, kinematics.robotGeometry.robotName))\n\n ee = kinematics.robotGeometry.framesModel.framesByName[ framename ]\n if not kinematics.framesConnectivity.hasRelativePose(ee, kinematics.baseFrame):\n logger.error(\"Frame '{0}' and the base frame do not seem to be connected\".format(framename))\n return None\n\n poseSpec = kinematics.framesConnectivity.getPoseSpec(ee, kinematics.baseFrame)\n cotr = frommotions.toCoordinateTransform(poseSpec)\n H = mxrepr.hCoordinatesSymbolic(cotr)\n q = numpy.zeros( len(H.variables) )\n H = H.setVariablesValue( valueslist=q )\n return H\n\n\ndef serializeToMotionDSLModel(robotKinematics, ostream):\n header ='''\nModel {modelname}\n\nConvention = currentFrame\n\n'''.format(modelname=robotKinematics.robotGeometry.robotName)\n\n ostream.write(header)\n for jp in robotKinematics.jointPoses.poseSpecByJoint.values():\n text = motdsl.poseSpecToMotionDSLSnippet( jp )\n ostream.write(text)\n ostream.write('\\n')\n for cp in robotKinematics.robotGeometry.byPose.values() :\n text = motdsl.poseSpecToMotionDSLSnippet( cp )\n ostream.write(text)\n ostream.write('\\n')\n\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
53ce7501b9e972d2df63aa7b92834c10ac73f623
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright (c) 2015 Ansible, Inc. # All Rights Reserved. import os import logging from multiprocessing import Process from django.conf import settings from django.core.cache import cache as django_cache from django.core.management.base import BaseCommand from django.db import connection as django_connection from kombu import Connection, Exchange, Queue from awx.main.dispatch import get_local_queuename, reaper from awx.main.dispatch.control import Control from awx.main.dispatch.pool import AutoscalePool from awx.main.dispatch.worker import AWXConsumer, TaskWorker logger = logging.getLogger('awx.main.dispatch') def construct_bcast_queue_name(common_name): return common_name.encode('utf8') + '_' + settings.CLUSTER_HOST_ID class Command(BaseCommand): help = 'Launch the task dispatcher' def add_arguments(self, parser): parser.add_argument('--status', dest='status', action='store_true', help='print the internal state of any running dispatchers') parser.add_argument('--running', dest='running', action='store_true', help='print the UUIDs of any tasked managed by this dispatcher') parser.add_argument('--reload', dest='reload', action='store_true', help=('cause the dispatcher to recycle all of its worker processes;' 'running jobs will run to completion first')) def beat(self): from celery import Celery from celery.beat import PersistentScheduler from celery.apps import beat class AWXScheduler(PersistentScheduler): def __init__(self, *args, **kwargs): self.ppid = os.getppid() super(AWXScheduler, self).__init__(*args, **kwargs) def setup_schedule(self): super(AWXScheduler, self).setup_schedule() self.update_from_dict(settings.CELERYBEAT_SCHEDULE) def tick(self, *args, **kwargs): if os.getppid() != self.ppid: # if the parent PID changes, this process has been orphaned # via e.g., segfault or sigkill, we should exit too raise SystemExit() return super(AWXScheduler, self).tick(*args, **kwargs) def apply_async(self, entry, producer=None, advance=True, **kwargs): task = TaskWorker.resolve_callable(entry.task) result, queue = task.apply_async() class TaskResult(object): id = result['uuid'] return TaskResult() app = Celery() app.conf.BROKER_URL = settings.BROKER_URL app.conf.CELERY_TASK_RESULT_EXPIRES = False beat.Beat( 30, app, schedule='/var/lib/awx/beat.db', scheduler_cls=AWXScheduler ).run() def handle(self, *arg, **options): if options.get('status'): print Control('dispatche ... [code truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 79 Unclosed '(' at line 79 - expected ')' Block at line 42 has no indented body Unterminated string literal at line 79 ⚠️ Warnings: Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 💡 Suggestions: Complete the expression on the last line Add closing quote at line 79 Add closing ')' bracket
|
advanced
|
ui
|
debugging
|
Pythoncode:Python
| 8
| 3
| 3,033
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright (c) 2015 Ansible, Inc.\n# All Rights Reserved.\nimport os\nimport logging\nfrom multiprocessing import Process\n\nfrom django.conf import settings\nfrom django.core.cache import cache as django_cache\nfrom django.core.management.base import BaseCommand\nfrom django.db import connection as django_connection\nfrom kombu import Connection, Exchange, Queue\n\nfrom awx.main.dispatch import get_local_queuename, reaper\nfrom awx.main.dispatch.control import Control\nfrom awx.main.dispatch.pool import AutoscalePool\nfrom awx.main.dispatch.worker import AWXConsumer, TaskWorker\n\nlogger = logging.getLogger('awx.main.dispatch')\n\n\ndef construct_bcast_queue_name(common_name):\n return common_name.encode('utf8') + '_' + settings.CLUSTER_HOST_ID\n\n\nclass Command(BaseCommand):\n help = 'Launch the task dispatcher'\n\n def add_arguments(self, parser):\n parser.add_argument('--status', dest='status', action='store_true',\n help='print the internal state of any running dispatchers')\n parser.add_argument('--running', dest='running', action='store_true',\n help='print the UUIDs of any tasked managed by this dispatcher')\n parser.add_argument('--reload', dest='reload', action='store_true',\n help=('cause the dispatcher to recycle all of its worker processes;'\n 'running jobs will run to completion first'))\n\n def beat(self):\n from celery import Celery\n from celery.beat import PersistentScheduler\n from celery.apps import beat\n\n class AWXScheduler(PersistentScheduler):\n\n def __init__(self, *args, **kwargs):\n self.ppid = os.getppid()\n super(AWXScheduler, self).__init__(*args, **kwargs)\n\n def setup_schedule(self):\n super(AWXScheduler, self).setup_schedule()\n self.update_from_dict(settings.CELERYBEAT_SCHEDULE)\n\n def tick(self, *args, **kwargs):\n if os.getppid() != self.ppid:\n # if the parent PID changes, this process has been orphaned\n # via e.g., segfault or sigkill, we should exit too\n raise SystemExit()\n return super(AWXScheduler, self).tick(*args, **kwargs)\n\n def apply_async(self, entry, producer=None, advance=True, **kwargs):\n task = TaskWorker.resolve_callable(entry.task)\n result, queue = task.apply_async()\n\n class TaskResult(object):\n id = result['uuid']\n\n return TaskResult()\n\n app = Celery()\n app.conf.BROKER_URL = settings.BROKER_URL\n app.conf.CELERY_TASK_RESULT_EXPIRES = False\n beat.Beat(\n 30,\n app,\n schedule='/var/lib/awx/beat.db', scheduler_cls=AWXScheduler\n ).run()\n\n def handle(self, *arg, **options):\n if options.get('status'):\n print Control('dispatche\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 79\n Unclosed '(' at line 79 - expected ')'\n Block at line 42 has no indented body\n Unterminated string literal at line 79\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 79\n Add closing ')' bracket"}]
| false
| null | null | null |
53cfe05a29410444b4904c98e9ea7e4826833ee4
|
TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import numpy as np import torch from . import common_utils class ResidualCoder(object): def __init__(self, code_size=7): super().__init__() self.code_size = code_size @staticmethod def encode_np(boxes, anchors): """ :param boxes: (N, 7 + ?) x, y, z, w, l, h, r, custom values, z is the box center in z-axis :param anchors: (N, 7 + ?) :return: """ box_ndim = anchors.shape[-1] xa, ya, za, wa, la, ha, ra, *cas = np.split(anchors, box_ndim, axis=-1) xg, yg, zg, wg, lg, hg, rg, *cgs = np.split(boxes, box_ndim, axis=-1) # need to convert boxes to z-center format zg = zg + hg / 2 za = za + ha / 2 diagonal = np.sqrt(la ** 2 + wa ** 2) # 4.3 xt = (xg - xa) / diagonal yt = (yg - ya) / diagonal zt = (zg - za) / ha # 1.6 lt = np.log(lg / la) wt = np.log(wg / wa) ht = np.log(hg / ha) rt = rg - ra cts = [g - a for g, a in zip(cgs, cas)] return np.concatenate([xt, yt, zt, wt, lt, ht, rt, *cts], axis=-1) @staticmethod def decode_np(box_encodings, anchors): """ :param box_encodings: (N, 7 + ?) x, y, z, w, l, h, r, custom values, z is the box center in z-axis :param anchors: (N, 7 + ?) :return: """ box_ndim = anchors.shape[-1] xa, ya, za, wa, la, ha, ra, *cas = np.split(anchors, box_ndim, axis=-1) xt, yt, zt, wt, lt, ht, rt, *cts = np.split(box_encodings, box_ndim, axis=-1) # need to convert box_encodings to z-bottom format za = za + ha / 2 diagonal = np.sqrt(la ** 2 + wa ** 2) xg = xt * diagonal + xa yg = yt * diagonal + ya zg = zt * ha + za
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lg = np.exp(lt) * la wg = np.exp(wt) * wa hg = np.exp(ht) * ha rg = rt + ra zg = zg - hg / 2 cgs = [t + a for t, a in zip(cts, cas)] return np.concatenate([xg, yg, zg, wg, lg, hg, rg, *cgs], axis=-1) @staticmethod def encode_torch(boxes, anchors): """ :param boxes: (N, 7 + ?) x, y, z, w, l, h, r, custom values, z is the box center in z-axis :param anchors: (N, 7 + ?) :return: """ xa, ya, za, wa, la, ha, ra, *cas = torch.split(anchors, 1, dim=-1) xg, yg, zg, wg, lg, hg, rg, *cgs = torch.split(boxes, 1, dim=-1) za = za + ha / 2 zg = zg + hg / 2 diagonal = torch.sqrt(la ** 2 + wa ** 2) xt = (xg - xa) / diagonal yt = (yg - ya) / diagonal zt = (zg - za) / ha lt = torch.log(lg / la) wt = torch.log(wg / wa) ht = torch.log(hg / ha) rt = rg - ra cts = [g - a for g, a in zip(cgs, cas)] return torch.cat([xt, yt, zt, wt, lt, ht, rt, *cts], dim=-1) @staticmethod ... [2 more functiondefs truncated] ...
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advanced
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database
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code_completion
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Pythoncode:Python
| 4
| 1
| 2,908
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport numpy as np\nimport torch\nfrom . import common_utils\n\n\nclass ResidualCoder(object):\n def __init__(self, code_size=7):\n super().__init__()\n self.code_size = code_size\n\n @staticmethod\n def encode_np(boxes, anchors):\n \"\"\"\n :param boxes: (N, 7 + ?) x, y, z, w, l, h, r, custom values, z is the box center in z-axis\n :param anchors: (N, 7 + ?)\n :return:\n \"\"\"\n box_ndim = anchors.shape[-1]\n xa, ya, za, wa, la, ha, ra, *cas = np.split(anchors, box_ndim, axis=-1)\n xg, yg, zg, wg, lg, hg, rg, *cgs = np.split(boxes, box_ndim, axis=-1)\n\n # need to convert boxes to z-center format\n zg = zg + hg / 2\n za = za + ha / 2\n\n diagonal = np.sqrt(la ** 2 + wa ** 2) # 4.3\n xt = (xg - xa) / diagonal\n yt = (yg - ya) / diagonal\n zt = (zg - za) / ha # 1.6\n lt = np.log(lg / la)\n wt = np.log(wg / wa)\n ht = np.log(hg / ha)\n rt = rg - ra\n cts = [g - a for g, a in zip(cgs, cas)]\n return np.concatenate([xt, yt, zt, wt, lt, ht, rt, *cts], axis=-1)\n\n @staticmethod\n def decode_np(box_encodings, anchors):\n \"\"\"\n :param box_encodings: (N, 7 + ?) x, y, z, w, l, h, r, custom values, z is the box center in z-axis\n :param anchors: (N, 7 + ?)\n :return:\n \"\"\"\n box_ndim = anchors.shape[-1]\n xa, ya, za, wa, la, ha, ra, *cas = np.split(anchors, box_ndim, axis=-1)\n xt, yt, zt, wt, lt, ht, rt, *cts = np.split(box_encodings, box_ndim, axis=-1)\n\n # need to convert box_encodings to z-bottom format\n za = za + ha / 2\n\n diagonal = np.sqrt(la ** 2 + wa ** 2)\n xg = xt * diagonal + xa\n yg = yt * diagonal + ya\n zg = zt * ha + za"}, {"role": "assistant", "content": "\n\n lg = np.exp(lt) * la\n wg = np.exp(wt) * wa\n hg = np.exp(ht) * ha\n rg = rt + ra\n zg = zg - hg / 2\n cgs = [t + a for t, a in zip(cts, cas)]\n return np.concatenate([xg, yg, zg, wg, lg, hg, rg, *cgs], axis=-1)\n\n @staticmethod\n def encode_torch(boxes, anchors):\n \"\"\"\n :param boxes: (N, 7 + ?) x, y, z, w, l, h, r, custom values, z is the box center in z-axis\n :param anchors: (N, 7 + ?)\n :return:\n \"\"\"\n xa, ya, za, wa, la, ha, ra, *cas = torch.split(anchors, 1, dim=-1)\n xg, yg, zg, wg, lg, hg, rg, *cgs = torch.split(boxes, 1, dim=-1)\n\n za = za + ha / 2\n zg = zg + hg / 2\n\n diagonal = torch.sqrt(la ** 2 + wa ** 2)\n xt = (xg - xa) / diagonal\n yt = (yg - ya) / diagonal\n zt = (zg - za) / ha\n lt = torch.log(lg / la)\n wt = torch.log(wg / wa)\n ht = torch.log(hg / ha)\n rt = rg - ra\n\n cts = [g - a for g, a in zip(cgs, cas)]\n return torch.cat([xt, yt, zt, wt, lt, ht, rt, *cts], dim=-1)\n\n @staticmethod\n\n ... [2 more functiondefs truncated] ..."}]
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53d0271d7e3d9c0d0f41f088e5b38f2630dec774
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: def convert_euler_to_quaternion(roll, yaw, pitch): """Converts roll, yaw, pitch to a quaternion. """ # roll (z), yaw (y), pitch (x) cy = math.cos(math.radians(roll) * 0.5) sy = math.sin(math.radians(roll) * 0.5) cp = math.cos(math.radians(yaw) * 0.5) sp = math.sin(math.radians(yaw) * 0.5) cr = math.cos(math.radians(pitch) * 0.5) sr = math.sin(math.radians(pitch) * 0.5) w = cy * cp * cr + sy * sp * sr x = cy * cp * sr - sy * sp * cr y = sy * cp * sr + cy * sp * cr z = sy * cp * cr - cy * sp * sr quat = np.array([w, x, y, z]) quat = quat / np.linalg.norm(quat) return quat def radians(degree_tensor): """ Method to convert a torch tensor of angles in degree format to radians. Arguments: degree_tensor (torch.Tensor): Tensor consisting of angles in degree format. Returns: radian_tensor (torch.Tensor): Tensor consisting of angles in radian format. """ radian_tensor = degree_tensor/180 * math.pi return radian_tensor def generate_coordinates(coords): """ A function that returns all possible triples of coords Parameters: coords: a numpy array of coordinates Returns: x: the first coordinate of possible triples y: the second coordinate of possible triples z the third coordinate of possible triples """ x = coords.reshape(-1, 1).repeat(1, len(coords) * len(coords)).flatten() y = coords.reshape(-1, 1).repeat(1, len(coords)).flatten().repeat(len(coords)) z = coords.reshape(-1, 1).flatten().repeat(len(coords)*len(coords)) return x, y, z def ensure_dir_exists(path): """ Checks if a directory exists and creates it otherwise. """ if not os.path.exists(path): os.makedirs(path) def load_lookup_table(path): """ Loads lookup table from dill serialized file. Returns a table specific tuple. For the Bingham case, the tuple containins: table_type (str): options (dict): The options used to generate the lookup table. res_tensor (numpy.ndarray): The actual lookup table data. coords (numpy.ndarray): Coordinates at which lookup table was evaluated. For the von Mises case, it contains: options (dict): The options used to generate the lookup table. res_tensor (numpy.ndarray): The actual lookup table data. """ assert os.path.exists(path), "Lookup table file not found." with open(path, "rb") as dillfile: return dill.load(dillfile) def eaad_von_mises(kappas, integral_options=None): """ Expected Absolute Angular Deviation of Bingham Random Vector Arguments: kappas: Von Mises kappa parameters for roll, pitch, yaw. integral_options: Options to pass on to the scipy integrator for computing the eaad and the bingham normalization constant. """ ... [17 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 2 Invalid syntax at line 93: ... [17 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 3 Unexpected indentation at line 8 Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 28 Unexpected indentation at line 32 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 42 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 61 Unexpected indentation at line 67 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 77 Unexpected indentation at line 78 Unexpected indentation at line 79 Unexpected indentation at line 80 Unexpected indentation at line 89 Unexpected indentation at line 90 Unexpected indentation at line 91 ✨ Improvements: Complete the expression on the last line Add closing quote at line 2 Review syntax near the error location
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advanced
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testing
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code_review
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Pythoncode:Python
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| 0
| 2,925
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\ndef convert_euler_to_quaternion(roll, yaw, pitch):\n \"\"\"Converts roll, yaw, pitch to a quaternion.\n \"\"\"\n\n # roll (z), yaw (y), pitch (x)\n\n cy = math.cos(math.radians(roll) * 0.5)\n sy = math.sin(math.radians(roll) * 0.5)\n\n cp = math.cos(math.radians(yaw) * 0.5)\n sp = math.sin(math.radians(yaw) * 0.5)\n\n cr = math.cos(math.radians(pitch) * 0.5)\n sr = math.sin(math.radians(pitch) * 0.5)\n\n w = cy * cp * cr + sy * sp * sr\n x = cy * cp * sr - sy * sp * cr\n y = sy * cp * sr + cy * sp * cr\n z = sy * cp * cr - cy * sp * sr\n\n quat = np.array([w, x, y, z])\n quat = quat / np.linalg.norm(quat)\n return quat\n\n\ndef radians(degree_tensor):\n \"\"\"\n Method to convert a torch tensor of angles in degree format to radians.\n\n Arguments:\n degree_tensor (torch.Tensor): Tensor consisting of angles in degree format.\n \n Returns:\n radian_tensor (torch.Tensor): Tensor consisting of angles in radian format.\n \"\"\"\n radian_tensor = degree_tensor/180 * math.pi\n return radian_tensor\n\n\ndef generate_coordinates(coords):\n \"\"\"\n A function that returns all possible triples of coords\n\n Parameters:\n coords: a numpy array of coordinates\n\n Returns:\n x: the first coordinate of possible triples\n y: the second coordinate of possible triples\n z the third coordinate of possible triples\n \"\"\"\n x = coords.reshape(-1, 1).repeat(1, len(coords) * len(coords)).flatten()\n y = coords.reshape(-1, 1).repeat(1, len(coords)).flatten().repeat(len(coords))\n z = coords.reshape(-1, 1).flatten().repeat(len(coords)*len(coords))\n\n return x, y, z\n\n\ndef ensure_dir_exists(path):\n \"\"\" Checks if a directory exists and creates it otherwise. \"\"\"\n if not os.path.exists(path):\n os.makedirs(path)\n\n\ndef load_lookup_table(path):\n \"\"\"\n Loads lookup table from dill serialized file.\n\n Returns a table specific tuple. For the Bingham case, the tuple containins:\n table_type (str):\n options (dict): The options used to generate the lookup table.\n res_tensor (numpy.ndarray): The actual lookup table data.\n coords (numpy.ndarray): Coordinates at which lookup table was evaluated.\n\n For the von Mises case, it contains:\n options (dict): The options used to generate the lookup table.\n res_tensor (numpy.ndarray): The actual lookup table data.\n \"\"\"\n assert os.path.exists(path), \"Lookup table file not found.\"\n with open(path, \"rb\") as dillfile:\n return dill.load(dillfile)\n\n\ndef eaad_von_mises(kappas, integral_options=None):\n \"\"\" Expected Absolute Angular Deviation of Bingham Random Vector\n\n Arguments:\n kappas: Von Mises kappa parameters for roll, pitch, yaw.\n integral_options: Options to pass on to the scipy integrator for\n computing the eaad and the bingham normalization constant.\n \"\"\"\n\n ... [17 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 Invalid syntax at line 93: ... [17 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 3\n Unexpected indentation at line 8\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 28\n Unexpected indentation at line 32\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 42\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 61\n Unexpected indentation at line 67\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 77\n Unexpected indentation at line 78\n Unexpected indentation at line 79\n Unexpected indentation at line 80\n Unexpected indentation at line 89\n Unexpected indentation at line 90\n Unexpected indentation at line 91\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 2\n Review syntax near the error location"}]
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53d12a0522be9c1f94c8076c489fd23a012f880f
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: import requests import os from PyInquirer import style_from_dict, Token, prompt import sys import utils.config as config import utils.ends as ends from utils.colorfy import * Error: SyntaxError / EOF
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Fixed Code: import requests import os from PyInquirer import style_from_dict, Token, prompt import sys import utils.config as config import utils.ends as ends from utils.colorfy import * from auto.testing import test_trans import time import json ... [1 more functiondefs truncated] ... Explanation: Complete the truncated code structure
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intermediate
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testing
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error_fixing
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Pythoncode:Python
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport requests\nimport os\nfrom PyInquirer import style_from_dict, Token, prompt\nimport sys\nimport utils.config as config\nimport utils.ends as ends\nfrom utils.colorfy import *\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport requests\nimport os\nfrom PyInquirer import style_from_dict, Token, prompt\nimport sys\nimport utils.config as config\nimport utils.ends as ends\nfrom utils.colorfy import *\nfrom auto.testing import test_trans\nimport time\nimport json\n\n ... [1 more functiondefs truncated] ...\n\n Explanation: Complete the truncated code structure"}]
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syntax
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HARD_CUT
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CRITICAL
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53d21a61b1f0af656cef94761b86e69e5114d1b2
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- from maya import mel from maya import cmds from . import lang from . import common import os import json import re class WeightCopyPaste(): def main(self, skinMeshes, mode='copy', saveName='default', method='index', weightFile='auto', threshold=0.2, engine='maya', tgt=1, path='default', viewmsg=False): if viewmsg: cmds.inViewMessage( amg='<hl>Simple Weight</hl> : '+mode, pos='midCenterTop', fade=True, ta=0.75, a=0.5) ''' ウェイトデータの保存、読み込み関数 mode→コピーするかペーストするか'copy'or'paste' saveName→ウェイトデータの保存フォルダ名。ツール、モデル名とかで分けたい場合に指定 method→ペーストの仕方,「index」、「nearest」、「barycentric」、「over」 「index」法は、頂点インデックスを使用してウェイトをオブジェクトにマッピングします。マッピング先のオブジェクトと書き出し後のデータのトポロジが同じ場合、これが最も便利な手法です。 「nearest」法は、読み込んだデータのニアレスト頂点を検索し、ウェイト値をその値に設定します。これは、高解像度メッシュを低解像度メッシュにマッピングする場合に最適です。 「barycentric」法はポリゴン メッシュでのみサポートされます。ターゲット ジオメトリのニアレスト三角を検索し、 ソース ポイントと頂点の距離に応じてウェイトを再スケールします。これは通常、高解像度メッシュにマッピングされる粗いメッシュで使用されます。 「over」法は「index」法に似ていますが、マッピング前に対象メッシュのウェイトがクリアされないため、一致していないインデックスのウェイトがそのまま維持されます。 nearest と barycentricは不具合のため現状仕様不可能(処理が終わらない)2016/11/03現在 →barycentric、bylinearはMaya2016Extention2から利用可能 weightFile→メッシュ名検索でなく手動指定したい場合にパスを指定。methodのnearest、barycentricとセットで使う感じ。 →Mayaコピー時にファイル名指定すると複数保存できないので注意。 threshold→nearest,barycentricの位置検索範囲 ''' self.skinMeshes = skinMeshes self.saveName = saveName self.method = method self.weightFile = weightFile self.threshold = threshold self.engine = engine self.memShapes = { self.target = tgt self.pasteMode = {'index':1, 'nearest':3} # リストタイプじゃなかったらリストに変換する if not isinstance(self.skinMeshes, list): temp = self.skinMeshes self.skinMeshes = [] self.skinMeshes.append(temp) # ファイルパスを生成しておく if path == 'default': self.filePath = os.getenv('MAYA_APP_DIR') + '\\Scripting_Files\\weight\\' + self.saveName elif path == 'project': self.scene_path = '/'.join(cmds.file(q=True, sceneName=True).split('/')[:-1]) self.protect_path = os.path.join(self.scene_path, 'weight_protector') try: if not os.path.exists(self.protect_path): os.makedirs(self.protect_path) except Exception as e: print e.message return self.filePath = self.protect_pat+'\\' + self.saveName self.fileName = os.path.join(self.filePath, self.saveName + '.json') self.apiName = os.path.join(self.filePath, self.saveName + '.skn') # コピーかペーストをそれぞれ呼び出し if mode == 'copy': self.weightCopy() if mode == 'paste': self.weightPaste() def weightPaste(self): dummy = cmds.spaceLocator() for skinMesh in self.skinMeshes: # 読みに行くセーブファ ... [code truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 15 • Unclosed '{' at line 40 - expected '}' Fixes: • Complete the expression on the last line • Add closing quote at line 15 • Add closing '}' bracket
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advanced
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api
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syntax_repair
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Pythoncode:Python
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| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom maya import mel\nfrom maya import cmds\nfrom . import lang\nfrom . import common\nimport os\nimport json\nimport re\n\nclass WeightCopyPaste():\n def main(self, skinMeshes, mode='copy', saveName='default', method='index', weightFile='auto', \n threshold=0.2, engine='maya', tgt=1, path='default', viewmsg=False):\n if viewmsg:\n cmds.inViewMessage( amg='<hl>Simple Weight</hl> : '+mode, pos='midCenterTop', fade=True, ta=0.75, a=0.5)\n '''\n \u30a6\u30a7\u30a4\u30c8\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3001\u8aad\u307f\u8fbc\u307f\u95a2\u6570\n mode\u2192\u30b3\u30d4\u30fc\u3059\u308b\u304b\u30da\u30fc\u30b9\u30c8\u3059\u308b\u304b'copy'or'paste'\n saveName\u2192\u30a6\u30a7\u30a4\u30c8\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u30d5\u30a9\u30eb\u30c0\u540d\u3002\u30c4\u30fc\u30eb\u3001\u30e2\u30c7\u30eb\u540d\u3068\u304b\u3067\u5206\u3051\u305f\u3044\u5834\u5408\u306b\u6307\u5b9a\n method\u2192\u30da\u30fc\u30b9\u30c8\u306e\u4ed5\u65b9,\u300cindex\u300d\u3001\u300cnearest\u300d\u3001\u300cbarycentric\u300d\u3001\u300cover\u300d\n \u300cindex\u300d\u6cd5\u306f\u3001\u9802\u70b9\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f7f\u7528\u3057\u3066\u30a6\u30a7\u30a4\u30c8\u3092\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u307e\u3059\u3002\u30de\u30c3\u30d4\u30f3\u30b0\u5148\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068\u66f8\u304d\u51fa\u3057\u5f8c\u306e\u30c7\u30fc\u30bf\u306e\u30c8\u30dd\u30ed\u30b8\u304c\u540c\u3058\u5834\u5408\u3001\u3053\u308c\u304c\u6700\u3082\u4fbf\u5229\u306a\u624b\u6cd5\u3067\u3059\u3002\n \u300cnearest\u300d\u6cd5\u306f\u3001\u8aad\u307f\u8fbc\u3093\u3060\u30c7\u30fc\u30bf\u306e\u30cb\u30a2\u30ec\u30b9\u30c8\u9802\u70b9\u3092\u691c\u7d22\u3057\u3001\u30a6\u30a7\u30a4\u30c8\u5024\u3092\u305d\u306e\u5024\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u30e1\u30c3\u30b7\u30e5\u3092\u4f4e\u89e3\u50cf\u5ea6\u30e1\u30c3\u30b7\u30e5\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3059\u308b\u5834\u5408\u306b\u6700\u9069\u3067\u3059\u3002\n \u300cbarycentric\u300d\u6cd5\u306f\u30dd\u30ea\u30b4\u30f3 \u30e1\u30c3\u30b7\u30e5\u3067\u306e\u307f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u307e\u3059\u3002\u30bf\u30fc\u30b2\u30c3\u30c8 \u30b8\u30aa\u30e1\u30c8\u30ea\u306e\u30cb\u30a2\u30ec\u30b9\u30c8\u4e09\u89d2\u3092\u691c\u7d22\u3057\u3001\n \u30bd\u30fc\u30b9 \u30dd\u30a4\u30f3\u30c8\u3068\u9802\u70b9\u306e\u8ddd\u96e2\u306b\u5fdc\u3058\u3066\u30a6\u30a7\u30a4\u30c8\u3092\u518d\u30b9\u30b1\u30fc\u30eb\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u901a\u5e38\u3001\u9ad8\u89e3\u50cf\u5ea6\u30e1\u30c3\u30b7\u30e5\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3055\u308c\u308b\u7c97\u3044\u30e1\u30c3\u30b7\u30e5\u3067\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\n \u300cover\u300d\u6cd5\u306f\u300cindex\u300d\u6cd5\u306b\u4f3c\u3066\u3044\u307e\u3059\u304c\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u524d\u306b\u5bfe\u8c61\u30e1\u30c3\u30b7\u30e5\u306e\u30a6\u30a7\u30a4\u30c8\u304c\u30af\u30ea\u30a2\u3055\u308c\u306a\u3044\u305f\u3081\u3001\u4e00\u81f4\u3057\u3066\u3044\u306a\u3044\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u30a6\u30a7\u30a4\u30c8\u304c\u305d\u306e\u307e\u307e\u7dad\u6301\u3055\u308c\u307e\u3059\u3002\n\n nearest \u3068 barycentric\u306f\u4e0d\u5177\u5408\u306e\u305f\u3081\u73fe\u72b6\u4ed5\u69d8\u4e0d\u53ef\u80fd(\u51e6\u7406\u304c\u7d42\u308f\u3089\u306a\u3044)2016/11/03\u73fe\u5728\n \u2192barycentric\u3001bylinear\u306fMaya2016Extention2\u304b\u3089\u5229\u7528\u53ef\u80fd\n\n weightFile\u2192\u30e1\u30c3\u30b7\u30e5\u540d\u691c\u7d22\u3067\u306a\u304f\u624b\u52d5\u6307\u5b9a\u3057\u305f\u3044\u5834\u5408\u306b\u30d1\u30b9\u3092\u6307\u5b9a\u3002method\u306enearest\u3001barycentric\u3068\u30bb\u30c3\u30c8\u3067\u4f7f\u3046\u611f\u3058\u3002\n \u2192Maya\u30b3\u30d4\u30fc\u6642\u306b\u30d5\u30a1\u30a4\u30eb\u540d\u6307\u5b9a\u3059\u308b\u3068\u8907\u6570\u4fdd\u5b58\u3067\u304d\u306a\u3044\u306e\u3067\u6ce8\u610f\u3002\n \n threshold\u2192nearest,barycentric\u306e\u4f4d\u7f6e\u691c\u7d22\u7bc4\u56f2\n '''\n self.skinMeshes = skinMeshes\n self.saveName = saveName\n self.method = method\n self.weightFile = weightFile\n self.threshold = threshold\n self.engine = engine\n self.memShapes = {\n self.target = tgt\n self.pasteMode = {'index':1, 'nearest':3}\n # \u30ea\u30b9\u30c8\u30bf\u30a4\u30d7\u3058\u3083\u306a\u304b\u3063\u305f\u3089\u30ea\u30b9\u30c8\u306b\u5909\u63db\u3059\u308b\n if not isinstance(self.skinMeshes, list):\n temp = self.skinMeshes\n self.skinMeshes = []\n self.skinMeshes.append(temp)\n # \u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u3092\u751f\u6210\u3057\u3066\u304a\u304f\n if path == 'default':\n self.filePath = os.getenv('MAYA_APP_DIR') + '\\\\Scripting_Files\\\\weight\\\\' + self.saveName\n elif path == 'project':\n self.scene_path = '/'.join(cmds.file(q=True, sceneName=True).split('/')[:-1])\n self.protect_path = os.path.join(self.scene_path, 'weight_protector')\n try:\n if not os.path.exists(self.protect_path):\n os.makedirs(self.protect_path)\n except Exception as e:\n print e.message\n return\n self.filePath = self.protect_pat+'\\\\' + self.saveName\n self.fileName = os.path.join(self.filePath, self.saveName + '.json')\n self.apiName = os.path.join(self.filePath, self.saveName + '.skn')\n # \u30b3\u30d4\u30fc\u304b\u30da\u30fc\u30b9\u30c8\u3092\u305d\u308c\u305e\u308c\u547c\u3073\u51fa\u3057\n if mode == 'copy':\n self.weightCopy()\n if mode == 'paste':\n self.weightPaste()\n\n def weightPaste(self):\n dummy = cmds.spaceLocator()\n for skinMesh in self.skinMeshes:\n # \u8aad\u307f\u306b\u884c\u304f\u30bb\u30fc\u30d6\u30d5\u30a1\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 15\n \u2022 Unclosed '{' at line 40 - expected '}'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 15\n \u2022 Add closing '}' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
53d38a232396aeecc14c7708fa90954da15a7129
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #Copyright 2010 Brian E. Chapman # #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. """This is an alternative implementation of the pyConText package where I make use of graphs to indicate relationships between targets and modifiers. Nodes of thegraphs are the targets and modifiers identified in the text; edges of the graphs are relationships between the targets. This provides for much simpler code than what exists in the other version of pyConText where each object has a dictionary of __modifies and __modifiedby that must be kept in sync with each other. Also it is hoped that the use of a directional graph could ultimately simplify our itemData structures as we could chain together items""" import os version = {} with open(os.path.join(os.path.dirname(__file__),"version.py")) as f0: exec(f0.read(), version) __version__ = version['__version__']
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 14 Dangerous use of eval()/exec() at line 28 - security risk 💡 Suggestions: Add closing quote at line 14
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,350
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#Copyright 2010 Brian E. Chapman\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\"\"\"This is an alternative implementation of the pyConText package where I make\nuse of graphs to indicate relationships between targets and modifiers. Nodes of\nthegraphs are the targets and modifiers identified in the text; edges of the\ngraphs are relationships between the targets. This provides for much simpler\ncode than what exists in the other version of pyConText where each object has a\ndictionary of __modifies and __modifiedby that must be kept in sync with each\nother.\n\nAlso it is hoped that the use of a directional graph could ultimately simplify\nour itemData structures as we could chain together items\"\"\"\n\nimport os\nversion = {}\nwith open(os.path.join(os.path.dirname(__file__),\"version.py\")) as f0:\n exec(f0.read(), version)\n\n__version__ = version['__version__']"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 14\n Dangerous use of eval()/exec() at line 28 - security risk\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 14"}]
| false
| null | null | null |
53d3daf836c3d211bfbd295aeb46edb04453a89a
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: ... [44 more classdefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 2: ... [44 more classdefs truncated] ... ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
beginner
|
oop
|
code_review
|
Pythoncode:Python
| 0
| 0
| 45
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\n ... [44 more classdefs 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 2: ... [44 more classdefs truncated] ...\n\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
53d42695123c2326facf4f279256b1c384089fd3
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import os.path import shutil import errno from aql.nodes import Builder, FileBuilder from .aql_tools import Tool __all__ = ( "ExecuteCommand", "InstallBuilder", "BuiltinTool", ) """ Unique Value - name + type value node node = ExecuteCommand('gcc --help -v') tools.cpp.cxx node = ExecuteCommand( tools.cpp.cxx, '--help -v' ) node = ExecuteMethod( target = my_function ) dir_node = CopyFiles( prog_node, target = dir_name ) dir_node = CopyFilesAs( prog_node, target = dir_name ) dir_node = MoveFiles( prog_node, ) dir_node = MoveFilesAs( prog_node ) dir_node = RemoveFiles( prog_node ) node = FindFiles( dir_node ) dir_node = FileDir( prog_node ) """ def _makeTagetDirs( path_dir ): try: os.makedirs( path_dir ) except OSError as e: if e.errno != errno.EEXIST: raise #//===========================================================================// class ExecuteCommand (Builder): def build( self, node ): cmd = node.getSources() out = self.execCmd( cmd ) node.setNoTargets() return out #//-------------------------------------------------------// def getBuildStrArgs( self, node, brief ): cmd = node.getSourceValues() return (cmd,) #//===========================================================================// class InstallBuilder (FileBuilder): def __init__(self, options, target ): self.target = os.path.abspath( target ) #//-------------------------------------------------------// def build( self, node ): sources = node.getSources() target = self.target _makeTagetDirs( target ) for source in sources: if os.path.isfile( source ): shutil.copy( source, target ) node.setNoTargets() #//-------------------------------------------------------// def getTraceTargets( self, node, brief ): return self.target #//===========================================================================// class BuiltinTool( Tool ): def ExecuteCommand( self, options ): return ExecuteCommand( options ) def Install(self, options, target ): return InstallBuilder( options, target ) def DirName(self, options): raise NotImplementedError() def BaseName(self, options): raise NotImplementedError()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
ui
|
refactoring
|
Pythoncode:Python
| 10
| 3
| 2,341
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\nimport os.path\nimport shutil\nimport errno\n\nfrom aql.nodes import Builder, FileBuilder\nfrom .aql_tools import Tool\n\n__all__ = ( \"ExecuteCommand\",\n \"InstallBuilder\",\n \"BuiltinTool\",\n )\n\n\"\"\"\nUnique Value - name + type\n\nvalue\nnode\n\nnode = ExecuteCommand('gcc --help -v')\n\ntools.cpp.cxx\n\nnode = ExecuteCommand( tools.cpp.cxx, '--help -v' )\nnode = ExecuteMethod( target = my_function )\n\ndir_node = CopyFiles( prog_node, target = dir_name )\ndir_node = CopyFilesAs( prog_node, target = dir_name )\ndir_node = MoveFiles( prog_node, )\ndir_node = MoveFilesAs( prog_node )\ndir_node = RemoveFiles( prog_node )\nnode = FindFiles( dir_node )\n\ndir_node = FileDir( prog_node )\n\"\"\"\n\ndef _makeTagetDirs( path_dir ):\n try:\n os.makedirs( path_dir )\n except OSError as e:\n if e.errno != errno.EEXIST:\n raise\n\n#//===========================================================================//\n\nclass ExecuteCommand (Builder):\n \n def build( self, node ):\n cmd = node.getSources()\n out = self.execCmd( cmd )\n \n node.setNoTargets()\n \n return out\n \n #//-------------------------------------------------------//\n \n def getBuildStrArgs( self, node, brief ):\n cmd = node.getSourceValues()\n return (cmd,)\n\n#//===========================================================================//\n\nclass InstallBuilder (FileBuilder):\n \n def __init__(self, options, target ):\n self.target = os.path.abspath( target )\n \n #//-------------------------------------------------------//\n \n def build( self, node ):\n sources = node.getSources()\n \n target = self.target\n \n _makeTagetDirs( target )\n \n for source in sources:\n if os.path.isfile( source ):\n shutil.copy( source, target )\n \n node.setNoTargets()\n \n #//-------------------------------------------------------//\n \n def getTraceTargets( self, node, brief ):\n return self.target\n\n#//===========================================================================//\n\nclass BuiltinTool( Tool ):\n \n def ExecuteCommand( self, options ):\n return ExecuteCommand( options )\n \n def Install(self, options, target ):\n return InstallBuilder( options, target )\n \n def DirName(self, options):\n raise NotImplementedError()\n \n def BaseName(self, options):\n raise NotImplementedError()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
53d54a4c34c0a67e36d2d017230ceb288acd1564
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.core.urlresolvers import reverse from django.db import models from django.utils.encoding import python_2_unicode_compatible from cms.models.fields import PlaceholderField from cms.utils import get_language_from_request from cms.utils.urlutils import admin_reverse from hvad.models import TranslatableModel, TranslatedFields def dynamic_placeholder_1(instance): return instance.char_1 def dynamic_placeholder_2(instance): return instance.char_2 @python_2_unicode_compatible class Example1(models.Model): char_1 = models.CharField(u'char_1', max_length=255) char_2 = models.CharField(u'char_2', max_length=255) char_3 = models.CharField(u'char_3', max_length=255) char_4 = models.CharField(u'char_4', max_length=255) date_field = models.DateField(null=True) placeholder = PlaceholderField('placeholder') static_admin_url = '' def __init__(self, *args, **kwargs): super(Example1, self).__init__(*args, **kwargs) def callable_item(self, request): return self.char_1 def __str__(self): return self.char_1 def get_absolute_url(self): return reverse("example_detail", args=(self.pk,)) def get_draft_url(self): return self.get_absolute_url() def get_public_url(self): return '/public/view/' def set_static_url(self, request): language = get_language_from_request(request) if self.pk: self.static_admin_url = admin_reverse('placeholderapp_example1_edit_field', args=(self.pk, language)) return self.pk def dynamic_url(self, request): language = get_language_from_request(request) return admin_reverse('placeholderapp_example1_edit_field', args=(self.pk, language) class TwoPlaceholderExample(models.Model): char_1 = models.CharField(u'char_1', max_length=255) char_2 = models.CharField(u'char_2', max_length=255) char_3 = models.CharField(u'char_3', max_length=255) char_4 = models.CharField(u'char_4', max_length=255) placeholder_1 = PlaceholderField('placeholder_1', related_name='p1') placeholder_2 = PlaceholderField('placeholder_2', related_name='p2') class DynamicPlaceholderSlotExample(models.Model): char_1 = models.CharField(u'char_1', max_length=255) char_2 = models.CharField(u'char_2', max_length=255) placeholder_1 = PlaceholderField(dynamic_placeholder_1, related_name='dynamic_pl_1') placeholder_2 = PlaceholderField(dynamic_placeholder_2, related_name='dynamic_pl_2') @python_2_unicode_compatible class CharPksExample(models.Model): char_1 = models.CharField(u'char_1', max_length=255) slug = models.SlugField(u'char_1', max_length=255, primary_key=True) placeholder_1 = PlaceholderField('placeholder_1', related_name='charpk_p1') def __str__(self): return "%s - %s" % (self.char_1, self.pk) @python_2_unicode_compatible ... [3 more classdefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 57 - expected ')' • SyntaxError: '(' was never closed at line 57 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
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advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 11
| 4
| 2,942
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.core.urlresolvers import reverse\nfrom django.db import models\nfrom django.utils.encoding import python_2_unicode_compatible\n\nfrom cms.models.fields import PlaceholderField\nfrom cms.utils import get_language_from_request\nfrom cms.utils.urlutils import admin_reverse\n\nfrom hvad.models import TranslatableModel, TranslatedFields\n\n\ndef dynamic_placeholder_1(instance):\n return instance.char_1\n\n\ndef dynamic_placeholder_2(instance):\n return instance.char_2\n\n\n@python_2_unicode_compatible\nclass Example1(models.Model):\n char_1 = models.CharField(u'char_1', max_length=255)\n char_2 = models.CharField(u'char_2', max_length=255)\n char_3 = models.CharField(u'char_3', max_length=255)\n char_4 = models.CharField(u'char_4', max_length=255)\n date_field = models.DateField(null=True)\n placeholder = PlaceholderField('placeholder')\n\n static_admin_url = ''\n\n def __init__(self, *args, **kwargs):\n super(Example1, self).__init__(*args, **kwargs)\n\n def callable_item(self, request):\n return self.char_1\n\n def __str__(self):\n return self.char_1\n\n def get_absolute_url(self):\n return reverse(\"example_detail\", args=(self.pk,))\n\n def get_draft_url(self):\n return self.get_absolute_url()\n\n def get_public_url(self):\n return '/public/view/'\n\n def set_static_url(self, request):\n language = get_language_from_request(request)\n if self.pk:\n self.static_admin_url = admin_reverse('placeholderapp_example1_edit_field', args=(self.pk, language))\n return self.pk\n\n def dynamic_url(self, request):\n language = get_language_from_request(request)\n return admin_reverse('placeholderapp_example1_edit_field', args=(self.pk, language)\n\n\nclass TwoPlaceholderExample(models.Model):\n char_1 = models.CharField(u'char_1', max_length=255)\n char_2 = models.CharField(u'char_2', max_length=255)\n char_3 = models.CharField(u'char_3', max_length=255)\n char_4 = models.CharField(u'char_4', max_length=255)\n placeholder_1 = PlaceholderField('placeholder_1', related_name='p1')\n placeholder_2 = PlaceholderField('placeholder_2', related_name='p2')\n\n\nclass DynamicPlaceholderSlotExample(models.Model):\n char_1 = models.CharField(u'char_1', max_length=255)\n char_2 = models.CharField(u'char_2', max_length=255)\n placeholder_1 = PlaceholderField(dynamic_placeholder_1, related_name='dynamic_pl_1')\n placeholder_2 = PlaceholderField(dynamic_placeholder_2, related_name='dynamic_pl_2')\n\n\n@python_2_unicode_compatible\nclass CharPksExample(models.Model):\n char_1 = models.CharField(u'char_1', max_length=255)\n slug = models.SlugField(u'char_1', max_length=255, primary_key=True)\n placeholder_1 = PlaceholderField('placeholder_1', related_name='charpk_p1')\n\n def __str__(self):\n return \"%s - %s\" % (self.char_1, self.pk)\n\n\n@python_2_unicode_compatible\n\n ... [3 more classdefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 57 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 57\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
53d57360a984bc0c7e7afecf352b5a5635dc9a06
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # 084 # Ask the user to type in their postcode.Display the first two # letters in uppercase.
|
# very simple print(input('Enter your postcode: ')[0:2].upper())
|
beginner
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 159
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# 084\n# Ask the user to type in their postcode.Display the first two\n# letters in uppercase."}, {"role": "assistant", "content": "\n# very simple\n\nprint(input('Enter your postcode: ')[0:2].upper())"}]
| false
| null | null | null |
53d609582a8fdb847888342336e2fc62ce309ea0
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import unicode_literals import os import sys import json import urllib2 import codecs class UrlEncoder(object): API_URL = '' def __init__(self, **kwargs): self.args = kwargs def _parms(self): args = [] for k, v in self.args.items(): args.append(k + '=' + str(v)) return '&'.join(args) def get(self): parms = '?' + self._parms() if len(self.args) else '' return self.API_URL + parms def set(self, key, value): if value: self.args[key] = value class ApiChannel(object): URL = BASE_URL + API_CHANNELS FILE_NAME = os.path.join(BASE_DIR, 'channels.json') def __init__(self, channels): self.encoder = self.build_encoder(API_KEY) self.channels = channels def run(self): data = self.generate_data() self.save(data) def generate_data(self): encoder = self.encoder ret = {} for channe
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 48: for channe Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
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Pythoncode:Python
| 15
| 3
| 1,003
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\n\nimport os\nimport sys\nimport json\nimport urllib2\nimport codecs\n\nclass UrlEncoder(object):\n API_URL = ''\n\n def __init__(self, **kwargs):\n self.args = kwargs\n\n def _parms(self):\n args = []\n for k, v in self.args.items():\n args.append(k + '=' + str(v))\n\n return '&'.join(args)\n\n def get(self):\n parms = '?' + self._parms() if len(self.args) else ''\n return self.API_URL + parms\n\n def set(self, key, value):\n if value:\n self.args[key] = value\n\n\nclass ApiChannel(object):\n URL = BASE_URL + API_CHANNELS\n FILE_NAME = os.path.join(BASE_DIR, 'channels.json')\n\n def __init__(self, channels):\n self.encoder = self.build_encoder(API_KEY)\n self.channels = channels\n\n def run(self):\n data = self.generate_data()\n self.save(data)\n\n def generate_data(self):\n encoder = self.encoder\n\n ret = {}\n for channe"}, {"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 Invalid syntax at line 48: for channe\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
53d70d3013eebf509bd463bbe169adf9205bf22b
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python3 from sklearn.tree import DecisionTreeClassifier import pickle import numpy as np no = [b'runc:[2:INIT]', b'containerssh-ag', b'apt',b'dpkg'] class model: def __init__(self): self.d = DecisionTreeClassifier() def load(self, filename = 'model.p'): try: f = open(filename, 'rb') self.d = pickle.load(f) if type(self.d) != DecisionTreeClassifier: d = None f.close() except: return def save(self, filename = 'model.p'): f = open(filename, 'wb') pickle.dump(self.d, f) f.close() def fit(self, x, y): self.d.fit(x, y) def predict(self, x): return self.d.predict(x) def accuracy(self, y_pred, y_ref): return sum(np.array(y_pred) == np.array(y_ref)) / len(y_ref) def f1(self, y_pred, y_ref): tp = (np.array(y_pred) == 1) * (np.array(y_ref) == 1) tn = (np.array(y_pred) == 0) * (np.array(y_ref) == 0) fp = (np.array(y_pred) == 1) * (np.array(y_ref) == 0) fn = (np.array(y_pred) == 0) * (np.array(y_ref) == 1) return tp / (tp + (fp + fn) / 2) def ngrams(array, size = 25, overlacing = False): return [array[i:i+size] for i in range(0, len(array)//size * size, 1 if overlacing else size)] res = [array[i:i+size] for i in range(0, len(array)//size * size, 1 if overlacing else size)] if sum([len(i) == size for i in res]) != len(res): raise Exception('wtf') def gen_train(a, is_miner): #x1,y1,x2,y2 = train_test_split(x,y,0.05) x = ngrams(a) y = [1 if is_miner else 0,] * len(x) return x,y def train_on_logs(*filenames, is_miner): # Complete this line #classifier.load() x, y = [], [] for id, filename in enumerate(filenames): l = [] with open(filename, 'r') as f: l = eval(''.join(f)) codes = [] for i in l: if i[0] not in no: codes.append(i[1]) x_, y_ = gen_train(codes, is_miner[id]) x.append(x_) y.append(y_) print(x,y) #classifier.fit(x,y) #classifier.save() def predict_on_logs(*filenames, is_miner): classifier = model() classifier.load() x, y = [], [] for id, filename in enumerate(filenames): l = [] with open(filename, 'r') as f: l = eval(''.join(f)) codes = [] for i in l: if i[0] not in no: codes.append(i[1]) x_, y_ = gen_train(codes, is_miner[id]) x.append(x_) y.append(y_) y_pred = classifier.predict(x) print("Accuracy: ", classifier.accuracy(y_pred, y)) print("F1: ",classifier.f1(y_pred, y)) def predict_on_trace(trace, A = 0.9): classifier = model() classifier.load() x, y = [], [] for id, filename in enumerate(filenames): codes = [] for i in trace: if i[0] not in no: codes.append(i[1]) x_, y_ = gen_train(codes, is_miner[id]) x.append(x_) y.append(y_) y_pred = classifier.predict(x) acc = sum(np.array(y_pred)) / len(y_pred) return acc > A
|
The missing line is: classifier = model()
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advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 12
| 1
| 2,744
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nfrom sklearn.tree import DecisionTreeClassifier\nimport pickle\nimport numpy as np\n\nno = [b'runc:[2:INIT]', b'containerssh-ag', b'apt',b'dpkg']\n\n\nclass model:\n\tdef __init__(self):\n\t\tself.d = DecisionTreeClassifier()\n\n\tdef load(self, filename = 'model.p'):\n\t\ttry:\n\t\t\tf = open(filename, 'rb')\n\t\t\tself.d = pickle.load(f)\n\t\t\tif type(self.d) != DecisionTreeClassifier:\n\t\t\t\td = None\n\t\t\tf.close()\n\t\texcept:\n\t\t\treturn\n\n\tdef save(self, filename = 'model.p'):\n\t\tf = open(filename, 'wb')\n\t\tpickle.dump(self.d, f)\n\t\tf.close()\n\n\tdef fit(self, x, y):\n\t\tself.d.fit(x, y)\n\n\tdef predict(self, x):\n\t\treturn self.d.predict(x)\n\n\tdef accuracy(self, y_pred, y_ref):\n\t\treturn sum(np.array(y_pred) == np.array(y_ref)) / len(y_ref)\n\n\tdef f1(self, y_pred, y_ref):\n\t\ttp = (np.array(y_pred) == 1) * (np.array(y_ref) == 1)\n\t\ttn = (np.array(y_pred) == 0) * (np.array(y_ref) == 0)\n\t\tfp = (np.array(y_pred) == 1) * (np.array(y_ref) == 0)\n\t\tfn = (np.array(y_pred) == 0) * (np.array(y_ref) == 1)\n\t\treturn tp / (tp + (fp + fn) / 2)\n\ndef ngrams(array, size = 25, overlacing = False):\n\treturn [array[i:i+size] for i in range(0, len(array)//size * size, 1 if overlacing else size)]\n\n\tres = [array[i:i+size] for i in range(0, len(array)//size * size, 1 if overlacing else size)]\n\tif sum([len(i) == size for i in res]) != len(res):\n\t\traise Exception('wtf')\n\ndef gen_train(a, is_miner):\n\t#x1,y1,x2,y2 = train_test_split(x,y,0.05)\n\tx = ngrams(a)\n\ty = [1 if is_miner else 0,] * len(x)\n\t\n\treturn x,y\n\ndef train_on_logs(*filenames, is_miner):\n # Complete this line\n\t#classifier.load()\n\tx, y = [], []\n\tfor id, filename in enumerate(filenames):\n\t\tl = []\n\t\twith open(filename, 'r') as f:\n\t\t\tl = eval(''.join(f))\n\t\tcodes = []\n\t\tfor i in l:\n\t\t\tif i[0] not in no:\n\t\t\t\tcodes.append(i[1])\n\t\tx_, y_ = gen_train(codes, is_miner[id])\n\t\tx.append(x_)\n\t\ty.append(y_)\n\tprint(x,y)\n\t#classifier.fit(x,y)\n\t#classifier.save()\n\ndef predict_on_logs(*filenames, is_miner):\n\tclassifier = model()\n\tclassifier.load()\n\tx, y = [], []\n\tfor id, filename in enumerate(filenames):\n\t\tl = []\n\t\twith open(filename, 'r') as f:\n\t\t\tl = eval(''.join(f))\n\t\tcodes = []\n\t\tfor i in l:\n\t\t\tif i[0] not in no:\n\t\t\t\tcodes.append(i[1])\n\t\tx_, y_ = gen_train(codes, is_miner[id])\n\t\tx.append(x_)\n\t\ty.append(y_)\n\ty_pred = classifier.predict(x)\n\tprint(\"Accuracy: \", classifier.accuracy(y_pred, y))\n\tprint(\"F1: \",classifier.f1(y_pred, y))\n\n\ndef predict_on_trace(trace, A = 0.9):\n\tclassifier = model()\n\tclassifier.load()\n\tx, y = [], []\n\tfor id, filename in enumerate(filenames):\n\t\tcodes = []\n\t\tfor i in trace:\n\t\t\tif i[0] not in no:\n\t\t\t\tcodes.append(i[1])\n\t\tx_, y_ = gen_train(codes, is_miner[id])\n\t\tx.append(x_)\n\t\ty.append(y_)\n\ty_pred = classifier.predict(x)\n\tacc = sum(np.array(y_pred)) / len(y_pred)\n\treturn acc > A"}, {"role": "assistant", "content": "The missing line is:\n\tclassifier = model()"}]
| false
| null | null | null |
53d750a045a189f59e633e7a1ce562b90e7d821b
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import os import numpy as np from scipy.io import loadmat data = loadmat("data/hipp_2dtrack_a/smJun03p2.dat") N = 49 data = reshape(data, 3, length(data)/3); data = data'; size(data) % 43799-by-3 fclose(fid); % sampling time Ts = 0.0333; duration = size(data,1) * Ts; % in second Tmax = data(end, 3); Tmin = data(1,3); time_edges = [Tmin: 0.25: Tmax]; % 250 ms per bin % interpolated rat's position in time bins Rat_pos = interp1(data(:, 3), [data(:, 1), data(:, 2)], time_edges'); vel = abs(diff(Rat_pos, 1, 1 )); % row difference vel = [vel(1, :); vel]; % 250 ms rat_vel = 4 * sqrt(vel(:, 1).^2 + vel(:, 2).^2); % unit: cm/s vel_ind = find(rat_vel >= 10); % RUN velocity threshold % using RUN only T = length(vel_ind); % using Run + pause periods T = length(time_edges); AllSpikeData = zeros(C,T); for i=1:C str = ['Cell_num' num2str(i)]; fid = fopen(str, 'r'); cell_data = fscanf(fid, '%f'); cell_data = reshape(cell_data, 3, length(cell_data)/3)'; spike_time = cell_data(:, 3); spike_pos = cell_data(:, 1:2); [spike_time_count, bin] = histc(spike_time, time_edges); % column vector % if analyzing the RUN period only uncomment this % spike_time_count = spike_time_count(vel_ind); AllSpikeData(i, :) = spike_time_count'; fclose(fid); end
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 10 Unterminated string literal at line 10 ⚠️ Warnings: Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 46 Unexpected indentation at line 47 💡 Suggestions: Add closing quote at line 10 Add closing quote to string literal
|
intermediate
|
data_processing
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,318
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\nimport numpy as np\nfrom scipy.io import loadmat\n\ndata = loadmat(\"data/hipp_2dtrack_a/smJun03p2.dat\")\n\nN = 49\n\ndata = reshape(data, 3, length(data)/3);\ndata = data';\nsize(data) % 43799-by-3\n\nfclose(fid);\n\n% sampling time\nTs = 0.0333;\nduration = size(data,1) * Ts; % in second\n\n\nTmax = data(end, 3);\nTmin = data(1,3);\n\ntime_edges = [Tmin: 0.25: Tmax]; % 250 ms per bin\n\n% interpolated rat's position in time bins\nRat_pos = interp1(data(:, 3), [data(:, 1), data(:, 2)], time_edges');\n\nvel = abs(diff(Rat_pos, 1, 1 )); % row difference\nvel = [vel(1, :); vel];\n% 250 ms\nrat_vel = 4 * sqrt(vel(:, 1).^2 + vel(:, 2).^2); % unit: cm/s\nvel_ind = find(rat_vel >= 10); % RUN velocity threshold\n\n% using RUN only\nT = length(vel_ind);\n% using Run + pause periods\nT = length(time_edges);\n\nAllSpikeData = zeros(C,T);\n\nfor i=1:C\n str = ['Cell_num' num2str(i)];\n fid = fopen(str, 'r');\n\n cell_data = fscanf(fid, '%f');\n cell_data = reshape(cell_data, 3, length(cell_data)/3)';\n spike_time = cell_data(:, 3);\n spike_pos = cell_data(:, 1:2);\n\n [spike_time_count, bin] = histc(spike_time, time_edges); % column vector\n\n % if analyzing the RUN period only uncomment this\n % spike_time_count = spike_time_count(vel_ind);\n\n\n AllSpikeData(i, :) = spike_time_count';\n fclose(fid);\n\nend"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 10\n Unterminated string literal at line 10\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 10\n Add closing quote to string literal"}]
| false
| null | null | null |
53d8b7928beadd81971824eb5f4c9a1dab184d41
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2017 Netflix, Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import time from mock import patch import repokid.utils.roledata from repokid.role import Role from repokid.tests.test_repokid_cli import ROLE_POLICIES, ROLES class TestRoledata(object): @patch('repokid.utils.roledata.expand_policy') @patch('repokid.utils.roledata.get_actions_from_statement') @patch('repokid.utils.roledata.all_permissions') def test_get_role_permissions(self, mock_all_permissions, mock_get_actions_from_statement, mock_expand_policy): test_role = Role(ROLES[0]) all_permissions = ['ec2:associateaddress', 'ec2:attachvolume', 'ec2:createsnapshot', 's3:createbucket', 's3:getobject'] # empty policy to make sure we get the latest test_role.policies = [{'Policy': ROLE_POLICIES['all_services_used']}, {'Policy': ROLE_POLICIES['unused_ec2']}] mock_all_permissions.return_value = all_permissions mock_get_actions_from_statement.return_value = ROLE_POLICIES['unused_ec2']['ec2_perms'] mock_expand_policy.return_value = ROLE_POLICIES['unused_ec2']['ec2_perms'] permissions = repokid.utils.roledata._get_role_permissions(test_role) assert permissions == set(ROLE_POLICIES['unused_ec2']['ec2_perms']) @patch('repokid.hooks.call_hooks') ... [8 more functiondefs truncated] ...
|
Functions: test_get_role_permissions Classes: TestRoledata This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 1,939
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2017 Netflix, Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\nimport time\n\nfrom mock import patch\n\nimport repokid.utils.roledata\nfrom repokid.role import Role\nfrom repokid.tests.test_repokid_cli import ROLE_POLICIES, ROLES\n\n\nclass TestRoledata(object):\n @patch('repokid.utils.roledata.expand_policy')\n @patch('repokid.utils.roledata.get_actions_from_statement')\n @patch('repokid.utils.roledata.all_permissions')\n def test_get_role_permissions(self, mock_all_permissions, mock_get_actions_from_statement, mock_expand_policy):\n test_role = Role(ROLES[0])\n\n all_permissions = ['ec2:associateaddress', 'ec2:attachvolume', 'ec2:createsnapshot', 's3:createbucket',\n 's3:getobject']\n\n # empty policy to make sure we get the latest\n test_role.policies = [{'Policy': ROLE_POLICIES['all_services_used']}, {'Policy': ROLE_POLICIES['unused_ec2']}]\n\n mock_all_permissions.return_value = all_permissions\n mock_get_actions_from_statement.return_value = ROLE_POLICIES['unused_ec2']['ec2_perms']\n mock_expand_policy.return_value = ROLE_POLICIES['unused_ec2']['ec2_perms']\n\n permissions = repokid.utils.roledata._get_role_permissions(test_role)\n assert permissions == set(ROLE_POLICIES['unused_ec2']['ec2_perms'])\n\n @patch('repokid.hooks.call_hooks')\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: test_get_role_permissions\n Classes: TestRoledata\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
53d94f243224facafe883070b86bd959182c98e6
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import rospy from sensor_msgs.msg import Image from std_msgs.msg import String from cv_bridge import CvBridge import cv2 import numpy as np import tensorflow as tf import classify_image class RosTensorFlow(): def __init__(self): classify_image.maybe_download_and_extract() self._session = tf.Session() classify_image.create_graph() self._cv_bridge = CvBridge() self._sub = rospy.Subscriber('/usb_cam/image_raw', Image, self.callback, queue_size=1) self._pub = rospy.Publisher('result', String, queue_size=1) self.score_threshold = rospy.get_param('~score_threshold', 0.1) self.use_top_k = rospy.get_param('~use_top_k', 5) def callback(self, image_msg): cv_image = self._cv_bridge.imgmsg_to_cv2(image_msg, "bgr8") # Complete this line # classify_image.py image_data = cv2.imencode('.jpg', cv_image)[1].tostring() # Creates graph from saved GraphDef. softmax_tensor = self._session.graph.get_tensor_by_name('softmax:0') predictions = self._session.run( softmax_tensor, {'DecodeJpeg/contents:0': image_data}) predictions = np.squeeze(predictions) # Creates node ID --> English string lookup. node_lookup = classify_image.NodeLookup() top_k = predictions.argsort()[-self.use_top_k:][::-1] for node_id in top_k: human_string = node_lookup.id_to_string(node_id) score = predictions[node_id] if score > self.score_threshold: rospy.loginfo('%s (score = %.5f)' % (human_string, score)) self._pub.publish(human_string) def main(self): rospy.spin() if __name__ == '__main__': classify_image.setup_args() rospy.init_node('rostensorflow') tensor = RosTensorFlow() tensor.main()
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The missing line is: # copy from
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advanced
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machine_learning
|
fill_in_the_blank
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Pythoncode:Python
| 3
| 1
| 1,838
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport rospy\nfrom sensor_msgs.msg import Image\nfrom std_msgs.msg import String\nfrom cv_bridge import CvBridge\nimport cv2\nimport numpy as np\nimport tensorflow as tf\nimport classify_image\n\n\nclass RosTensorFlow():\n def __init__(self):\n classify_image.maybe_download_and_extract()\n self._session = tf.Session()\n classify_image.create_graph()\n self._cv_bridge = CvBridge()\n\n self._sub = rospy.Subscriber('/usb_cam/image_raw', Image, self.callback, queue_size=1)\n self._pub = rospy.Publisher('result', String, queue_size=1)\n self.score_threshold = rospy.get_param('~score_threshold', 0.1)\n self.use_top_k = rospy.get_param('~use_top_k', 5)\n\n def callback(self, image_msg):\n cv_image = self._cv_bridge.imgmsg_to_cv2(image_msg, \"bgr8\")\n # Complete this line\n # classify_image.py\n image_data = cv2.imencode('.jpg', cv_image)[1].tostring()\n # Creates graph from saved GraphDef.\n softmax_tensor = self._session.graph.get_tensor_by_name('softmax:0')\n predictions = self._session.run(\n softmax_tensor, {'DecodeJpeg/contents:0': image_data})\n predictions = np.squeeze(predictions)\n # Creates node ID --> English string lookup.\n node_lookup = classify_image.NodeLookup()\n top_k = predictions.argsort()[-self.use_top_k:][::-1]\n for node_id in top_k:\n human_string = node_lookup.id_to_string(node_id)\n score = predictions[node_id]\n if score > self.score_threshold:\n rospy.loginfo('%s (score = %.5f)' % (human_string, score))\n self._pub.publish(human_string)\n\n def main(self):\n rospy.spin()\n\nif __name__ == '__main__':\n classify_image.setup_args()\n rospy.init_node('rostensorflow')\n tensor = RosTensorFlow()\n tensor.main()"}, {"role": "assistant", "content": "The missing line is:\n # copy from"}]
| false
| null | null | null |
53da2e6911920cb3cc789891eed24c27f4a325c6
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Copyright (C) 2020-2021 by TeamSpeedo@Github, < https://github.com/TeamSpeedo >. # # This file is part of < https://github.com/TeamSpeedo/FridayUserBot > project, # and is released under the "GNU v3.0 License Agreement". # Please see < https://github.com/TeamSpeedo/blob/master/LICENSE > # # All rights reserved. # Complete this line import asyncio import os import time from asyncio import sleep from pyrogram.types import ChatPermissions import pyrogram from main_start.core.decorators import speedo_on_cmd from main_start.helper_func.basic_helpers import (
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The missing line is:
|
intermediate
|
api
|
fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 543
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Copyright (C) 2020-2021 by TeamSpeedo@Github, < https://github.com/TeamSpeedo >.\n#\n# This file is part of < https://github.com/TeamSpeedo/FridayUserBot > project,\n# and is released under the \"GNU v3.0 License Agreement\".\n# Please see < https://github.com/TeamSpeedo/blob/master/LICENSE >\n#\n# All rights reserved.\n # Complete this line\n\nimport asyncio\nimport os\nimport time\nfrom asyncio import sleep\n\nfrom pyrogram.types import ChatPermissions\nimport pyrogram\nfrom main_start.core.decorators import speedo_on_cmd\nfrom main_start.helper_func.basic_helpers import ("}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
53dd0a97f61bddb70bdbb1861eb823497caf7e52
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: class Feeds(commands.Cog): ... [2 more fun
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 3 - expected ']' • Block at line 1 has no indented body Fixes: • Complete the expression on the last line • Add closing ']' bracket • Fix indentation to match Python syntax rules
|
beginner
|
oop
|
syntax_repair
|
Pythoncode:Python
| 0
| 1
| 50
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nclass Feeds(commands.Cog):\n\n ... [2 more fun"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 3 - expected ']'\n \u2022 Block at line 1 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ']' bracket\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
HARD_CUT
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CRITICAL
|
53dd16873458e07dbdbf665e77a30bc20865dfcb
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: class GDBProxy(ip_transport.IPTransport): """GDB Remote Serial Protocol proxy.""" def __init__(self, target_addr: Tuple[str, int], colorize: bool = False): super().__init__(process_callback=self._on_gdb_bytes_read) self.log_acks = False self.target_addr = target_addr self._target: Optional[ip_transport.IPTransport] = None if colorize: self.target_color = "\x1b[34m\x1b[47m" self.gdb_color = "\x1b[30m\x1b[47m" else: self.target_color = "" self.gdb_color = "" self._gdb_read_buffer: bytearray = bytearray() self._target_read_buffer: bytearray = bytearray() def set_connection(self, sock, addr): super().set_connection(sock, addr) logger.debug(f"{self.target_color}Connecting to target at {self.target_addr}") try: target_sock = socket.create_connection(self.target_addr) except ConnectionRefusedError: logger.error(f"{self.target_color}Connection to Target@{self.target_addr} refused.") self.close() return self._target = ip_transport.IPTransport(self._on_target_bytes_read, f"Target@{self.target_addr}") self._target.set_connection(target_sock, self.target_addr) self._add_sub_connection(self._target) def _on_gdb_bytes_read(self, _ignored): buffer = self._read_buffer self.shift_read_buffer(len(buffer)) self._append_gdb_read_buffer(buffer) self._target._write_buffer.extend(buffer) def _on_target_bytes_read(self, _ignored): buffer = self._target.read_buffer self._target.shift_read_buffer(len(buffer)) self._append_target_read_buffer(buffer) self._write_buffer.extend(buffer) def _append_gdb_read_buffer(self, data: bytes): self._unescape_and_append(self._gdb_read_buffer, data) bytes_consumed = self._log_rsp_bytes(f"{self.gdb_color}GDB :", self._gdb_read_buffer) if bytes_consumed: self._gdb_read_buffer = bytearray(self._gdb_read_buffer[bytes_consumed:]) def _append_target_read_buffer(self, data: bytes): self._unescape_and_append(self._target_read_buffer, data) bytes_consumed = self._log_rsp_bytes(f"{self.target_color}TARGET :", self._target_read_buffer) if bytes_consumed: self._target_read_buffer = bytearray(self._target_read_buffer[bytes_consumed:]) @staticmethod ... [2 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
oop
|
refactoring
|
Pythoncode:Python
| 6
| 1
| 2,527
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nclass GDBProxy(ip_transport.IPTransport):\n \"\"\"GDB Remote Serial Protocol proxy.\"\"\"\n\n def __init__(self, target_addr: Tuple[str, int], colorize: bool = False):\n super().__init__(process_callback=self._on_gdb_bytes_read)\n\n self.log_acks = False\n self.target_addr = target_addr\n\n self._target: Optional[ip_transport.IPTransport] = None\n if colorize:\n self.target_color = \"\\x1b[34m\\x1b[47m\"\n self.gdb_color = \"\\x1b[30m\\x1b[47m\"\n else:\n self.target_color = \"\"\n self.gdb_color = \"\"\n\n self._gdb_read_buffer: bytearray = bytearray()\n self._target_read_buffer: bytearray = bytearray()\n\n def set_connection(self, sock, addr):\n super().set_connection(sock, addr)\n\n logger.debug(f\"{self.target_color}Connecting to target at {self.target_addr}\")\n try:\n target_sock = socket.create_connection(self.target_addr)\n except ConnectionRefusedError:\n logger.error(f\"{self.target_color}Connection to Target@{self.target_addr} refused.\")\n self.close()\n return\n\n self._target = ip_transport.IPTransport(self._on_target_bytes_read, f\"Target@{self.target_addr}\")\n self._target.set_connection(target_sock, self.target_addr)\n self._add_sub_connection(self._target)\n\n def _on_gdb_bytes_read(self, _ignored):\n buffer = self._read_buffer\n self.shift_read_buffer(len(buffer))\n self._append_gdb_read_buffer(buffer)\n self._target._write_buffer.extend(buffer)\n\n def _on_target_bytes_read(self, _ignored):\n buffer = self._target.read_buffer\n self._target.shift_read_buffer(len(buffer))\n self._append_target_read_buffer(buffer)\n\n self._write_buffer.extend(buffer)\n\n def _append_gdb_read_buffer(self, data: bytes):\n self._unescape_and_append(self._gdb_read_buffer, data)\n bytes_consumed = self._log_rsp_bytes(f\"{self.gdb_color}GDB :\", self._gdb_read_buffer)\n if bytes_consumed:\n self._gdb_read_buffer = bytearray(self._gdb_read_buffer[bytes_consumed:])\n\n def _append_target_read_buffer(self, data: bytes):\n self._unescape_and_append(self._target_read_buffer, data)\n bytes_consumed = self._log_rsp_bytes(f\"{self.target_color}TARGET :\", self._target_read_buffer)\n if bytes_consumed:\n self._target_read_buffer = bytearray(self._target_read_buffer[bytes_consumed:])\n\n @staticmethod\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
53dd795653b27c0823e1d06e1e8c37e9cd9ead3e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from openems.openems import * # A simple simulation # # FDTD Simulation Setting # F = FDTD() F.add(Exc(typ='Sinus',f0=100000)) F.add(BoundaryCond(['PMC','PMC','PEC','PEC','MUR','MUR'])) # # CSX (Geometry setting) # C = CSX() # The Box is added as a property C.add(Excitation('excitation'),p=Box(P1=[-10,-10,0],P2=[10,10,0],Pr=0)) C.add(DumpBox('Et'),p=Box(P1=[-10,0,-10],P2=[10,0,30],Pr=0)) C.add(RectilinearGrid(np.arange(-10,11,1),np.arange(-10,11,1),np.arange(-10,11,1))) C.add(Polyhedron()) S = OpenEMS(F,C) S.save(filename='RectWaveguide.xml') #gnd = Matter('gnd') #sphere = Matter('sphere') #patch = Matter('patch') #substrate = Matter('substrate',typ='Ma',Epsilon="3.38",Kappa="0.00046") #cdgsht = Matter('copper',typ='Cs',conductivity="56e6",thicknes
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 30 - expected ')' Fix: Complete the truncated code structure
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 765
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom openems.openems import *\n# A simple simulation\n\n#\n# FDTD Simulation Setting\n#\n\nF = FDTD()\nF.add(Exc(typ='Sinus',f0=100000))\nF.add(BoundaryCond(['PMC','PMC','PEC','PEC','MUR','MUR']))\n\n#\n# CSX (Geometry setting)\n#\n\nC = CSX()\n\n# The Box is added as a property \n\nC.add(Excitation('excitation'),p=Box(P1=[-10,-10,0],P2=[10,10,0],Pr=0))\nC.add(DumpBox('Et'),p=Box(P1=[-10,0,-10],P2=[10,0,30],Pr=0))\nC.add(RectilinearGrid(np.arange(-10,11,1),np.arange(-10,11,1),np.arange(-10,11,1)))\nC.add(Polyhedron())\nS = OpenEMS(F,C)\nS.save(filename='RectWaveguide.xml')\n#gnd = Matter('gnd')\n#sphere = Matter('sphere')\n#patch = Matter('patch')\n#substrate = Matter('substrate',typ='Ma',Epsilon=\"3.38\",Kappa=\"0.00046\")\n#cdgsht = Matter('copper',typ='Cs',conductivity=\"56e6\",thicknes"}, {"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 30 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
53ddde78f62a83aa118f0171be55b4c481a15868
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import numpy as np def segment_Y(Y, **params): Y_segments = params.get("Y_segments") Y_quantile = params.get("Y_quantile") print("segmenting Y") Y = Y.values.reshape(-1) Y_quantile = np.quantile(Y, Y_quantile, axis = 0) bigger_mask = (Y > Y_quantile).copy() smaller_mask = (Y <= Y_quantile).copy() Y[bigger_mask] = 1 Y[smaller_mask] = 0 Y = Y.astype(int) return Y
|
Functions: segment_Y This code demonstrates Pythoncode:Python programming.
|
intermediate
|
general
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 381
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport numpy as np\n\ndef segment_Y(Y, **params):\n\tY_segments = params.get(\"Y_segments\")\n\tY_quantile = params.get(\"Y_quantile\")\n\n\tprint(\"segmenting Y\")\n\n\tY = Y.values.reshape(-1)\n\tY_quantile = np.quantile(Y, Y_quantile, axis = 0)\n\n\tbigger_mask = (Y > Y_quantile).copy()\n\tsmaller_mask = (Y <= Y_quantile).copy()\n\n\tY[bigger_mask] = 1\n\tY[smaller_mask] = 0\n\n\tY = Y.astype(int)\n\n\treturn Y"}, {"role": "assistant", "content": " Functions: segment_Y\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
53debe5489e3f53b73538719925c989ad4ce399d
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import mysql.connector import random from voice import synthetize_voice, delete_wav def AllQuestionAI(id_theme): i = 0 #CONNEXION A LA BDD conn = mysql.connector.connect(host="localhost", user="phpmyadmin", password="Vince@Mysql1997", database="Puzzlebox") cursor = conn.cursor() #EXECUTER LA REQUETE AVEC LA BDD query = ("SELECT * FROM Question INNER JOIN themes_questions ON Question.ID_QUESTION = themes_questions.ID_QUESTION WHERE ID_THEME=%s") cursor.execute(query, (id_theme, )) #RECUPERATION DES INFORMATIONS rows = cursor.fetchall() if rows: for line in rows: i += 1 enonce = line[1] proposition1 = line ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: proposition2 = line[3] proposition3 = line[4] proposition4 = line[5] reponse = line[5]
|
intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 768
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport mysql.connector\nimport random\nfrom voice import synthetize_voice, delete_wav\n\ndef AllQuestionAI(id_theme):\n\n i = 0\n\n #CONNEXION A LA BDD\n conn = mysql.connector.connect(host=\"localhost\",\n user=\"phpmyadmin\", password=\"Vince@Mysql1997\",\n database=\"Puzzlebox\")\n cursor = conn.cursor()\n\n #EXECUTER LA REQUETE AVEC LA BDD\n query = (\"SELECT * FROM Question INNER JOIN themes_questions ON Question.ID_QUESTION = themes_questions.ID_QUESTION WHERE ID_THEME=%s\")\n cursor.execute(query, (id_theme, ))\n\n #RECUPERATION DES INFORMATIONS\n rows = cursor.fetchall()\n if rows:\n for line in rows:\n\n i += 1\n enonce = line[1]\n proposition1 = line\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 proposition2 = line[3]\n proposition3 = line[4]\n proposition4 = line[5]\n reponse = line[5]"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
53df3216d619040fc2551d1e35eda4fe2e177604
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import numpy def lax_friedrichs(cons_minus, cons_plus, simulation, tl): alpha = tl.grid.dx / tl.dt flux = numpy.zeros_like(cons_minus) prim_minus, aux_minus = simulation.model.cons2all(cons_minus, tl.prim) prim_plus, aux_plus = simulation.model.cons2all(cons_plus , tl.prim) f_minus = simulation.model.flux(cons_minus, prim_minus, aux_minus) f_plus = simulation.model.flux(cons_plus, prim_plus, aux_plus ) flux[:, 1:-1] = 0.5 * ( (f_plus[:,0:-2] + f_minus[:,1:-1]) + \ alpha * (cons_plus[:,0:-2] - cons_minus[:,1:-1]) ) return flux def upwind(cons_minus, cons_plus, simulation, patch): flux = numpy.zeros_like(cons_minus) flux[:, 1:-1] = simulation.model.riemann_problem_flux(cons_plus [:, 0:-2], cons_minus[:, 1:-1]) return flux
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Code Review: ⚠️ Code quality: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Potential division by zero - add validation ✨ Improvements: Add docstring to function 'lax_friedrichs'
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intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 2
| 0
| 875
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport numpy\n\ndef lax_friedrichs(cons_minus, cons_plus, simulation, tl):\n alpha = tl.grid.dx / tl.dt\n flux = numpy.zeros_like(cons_minus)\n prim_minus, aux_minus = simulation.model.cons2all(cons_minus, tl.prim)\n prim_plus, aux_plus = simulation.model.cons2all(cons_plus , tl.prim)\n f_minus = simulation.model.flux(cons_minus, prim_minus, aux_minus)\n f_plus = simulation.model.flux(cons_plus, prim_plus, aux_plus )\n \n flux[:, 1:-1] = 0.5 * ( (f_plus[:,0:-2] + f_minus[:,1:-1]) + \\\n alpha * (cons_plus[:,0:-2] - cons_minus[:,1:-1]) )\n \n return flux\n\ndef upwind(cons_minus, cons_plus, simulation, patch):\n flux = numpy.zeros_like(cons_minus)\n flux[:, 1:-1] = simulation.model.riemann_problem_flux(cons_plus [:, 0:-2], \n cons_minus[:, 1:-1])\n return flux"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 12\n Unexpected indentation at line 13\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 Potential division by zero - add validation\n\n\u2728 Improvements:\n Add docstring to function 'lax_friedrichs'"}]
| false
| null | null | null |
53e02e91fc0737f80d21208f1511392c2bcd37d1
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import re import json import base64 import codecs import os.path import asyncio import subprocess _PREFIX = 'docker-credential-' def read_config(): path = os.path.expanduser('~/.docker/config.json') if not os.path.exists(path): return {} with codecs.open(path, encoding='utf-8') as f: json_data = f.read() return json.loads(json_data) async def _read_creds(creds_store, server): if not re.match(r'^\w+$', creds_store, re.ASCII): raise ValueError('Invalid credsStore: {!r}'.format(creds_store)) proc = await asyncio.create_subprocess_exec( _PREFIX + creds_store, 'get', stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.PIPE, ) stdout, stderr = await proc.communicate(server.encode('ascii')) if proc.returncode != 0: return None else: data = json.loads(stdout) return { 'Username': data['Username'], 'Password': data['Secret'], 'ServerAddress': server, } def _decode_auth(auth_data, server): auth_data_decoded = base64.b64decode(auth_data).decode('utf-8') username, _, password = auth_data_decoded.partition(':') return { 'Username': username, 'Password': password, 'ServerAddress': server, } async def resolve_auth(config, server): config_auths = config.get('auths') if config_auths is None: return None server_auth = config_auths.get(server) if server_auth is not None: auth_data = server_auth.get('auth') if auth_data is not None: return _decode_auth(auth_data, server) creds_store = config.get('credsStore') if creds_store is not None: return await _read_creds(creds_store, server) return None def server_name(image_name): registry, _, name = image_name.partition('/') if not name: return 'docker.io' else: return registry def encode_header(auth): json_data = json.dumps(auth) return base64.urlsafe_b64encode(json_data.encode('ascii'))
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Functions: read_config, _decode_auth, server_name, encode_header This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 4
| 0
| 2,084
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport re\nimport json\nimport base64\nimport codecs\nimport os.path\nimport asyncio\nimport subprocess\n\n\n_PREFIX = 'docker-credential-'\n\n\ndef read_config():\n path = os.path.expanduser('~/.docker/config.json')\n if not os.path.exists(path):\n return {}\n with codecs.open(path, encoding='utf-8') as f:\n json_data = f.read()\n return json.loads(json_data)\n\n\nasync def _read_creds(creds_store, server):\n if not re.match(r'^\\w+$', creds_store, re.ASCII):\n raise ValueError('Invalid credsStore: {!r}'.format(creds_store))\n\n proc = await asyncio.create_subprocess_exec(\n _PREFIX + creds_store, 'get',\n stdin=subprocess.PIPE,\n stdout=subprocess.PIPE,\n stderr=subprocess.PIPE,\n )\n stdout, stderr = await proc.communicate(server.encode('ascii'))\n if proc.returncode != 0:\n return None\n else:\n data = json.loads(stdout)\n return {\n 'Username': data['Username'],\n 'Password': data['Secret'],\n 'ServerAddress': server,\n }\n\n\ndef _decode_auth(auth_data, server):\n auth_data_decoded = base64.b64decode(auth_data).decode('utf-8')\n username, _, password = auth_data_decoded.partition(':')\n return {\n 'Username': username,\n 'Password': password,\n 'ServerAddress': server,\n }\n\n\nasync def resolve_auth(config, server):\n config_auths = config.get('auths')\n if config_auths is None:\n return None\n\n server_auth = config_auths.get(server)\n if server_auth is not None:\n auth_data = server_auth.get('auth')\n if auth_data is not None:\n return _decode_auth(auth_data, server)\n\n creds_store = config.get('credsStore')\n if creds_store is not None:\n return await _read_creds(creds_store, server)\n\n return None\n\n\ndef server_name(image_name):\n registry, _, name = image_name.partition('/')\n if not name:\n return 'docker.io'\n else:\n return registry\n\n\ndef encode_header(auth):\n json_data = json.dumps(auth)\n return base64.urlsafe_b64encode(json_data.encode('ascii'))"}, {"role": "assistant", "content": " Functions: read_config, _decode_auth, server_name, encode_header\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
53e0390b65014122e4de16c06f08712946e2a007
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: def mapping_factory(mapping): def map_func(key): if key is not None: ora_val = mapping.get(key.lower()) else: ora_val = None return ora_val return map_func WELL_TYPES = { 'surveillance': 1, 'trend': 2, 'special': 3, } map_well_type = mapping_factory(WELL_TYPES) WELL_PURPOSE = { 'dedicated monitoring/observation': 1, 'other': 2 } map_well_purpose = mapping_factory(WELL_PURPOSE) QW_WELL_CHARS = { 'background': 1, 'suspected/anticipated changes': 2, 'known changes': 3 } map_qw_well_chars = mapping_factory(QW_WELL_CHARS) WL_WELL_CHARS = { 'background': 1, 'suspected/anticipated changes': 2, 'known changes': 3, 'unknown': 999 } map_wl_well_char
|
Syntax Analysis:
|
intermediate
|
general
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 757
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\ndef mapping_factory(mapping):\n def map_func(key):\n if key is not None:\n ora_val = mapping.get(key.lower())\n else:\n ora_val = None\n return ora_val\n return map_func\n\n\nWELL_TYPES = {\n 'surveillance': 1,\n 'trend': 2,\n 'special': 3,\n}\nmap_well_type = mapping_factory(WELL_TYPES)\n\nWELL_PURPOSE = {\n 'dedicated monitoring/observation': 1,\n 'other': 2\n}\nmap_well_purpose = mapping_factory(WELL_PURPOSE)\n\n\nQW_WELL_CHARS = {\n 'background': 1,\n 'suspected/anticipated changes': 2,\n 'known changes': 3\n}\nmap_qw_well_chars = mapping_factory(QW_WELL_CHARS)\n\nWL_WELL_CHARS = {\n 'background': 1,\n 'suspected/anticipated changes': 2,\n 'known changes': 3,\n 'unknown': 999\n}\nmap_wl_well_char"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
53e05b14f47fe11d4c2e4b89d1492b45ec46b072
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: __author__ = "Zafar Ahmad, Mohammad Mahdi Javanmard" __copyright__ = "Copyright (c) 2019 Tealab@SBU" __license__ = "MIT" __version__ = "1.0.0" __maintainer__ = "Zafar Ahmad" __email__ = "zafahmad@cs.stonybrook.edu" __status__ = "Development" import numpy as np import numba as nb ''' Iterative kernels ''' def update_iter(u_block, x_block, n, I_, J_, K_): return _update_iter(np.ascontiguousarray(u_block), np.ascontiguousarray(x_block), n, I_, J_, K_) @nb.jit(nopython=True) def _update_iter(u_block, x_block, n, I_, J_, K_): # For testing purposes, rather than passing f_matrix_broadcast, we call this function def f_matrix(i, j): return float(i+j) for k in range(x_block.shape[0]-1, -1, -1): K = K_*x_block.shape[0]+k for j in range(x_block.shape[0]-1, -1, -1): J = J_*x_block.shape[0]+j for i in range(x_block.shape[0]-1, -1, -1): Error: SyntaxError / EOF
|
Fixed Code: __author__ = "Zafar Ahmad, Mohammad Mahdi Javanmard" __copyright__ = "Copyright (c) 2019 Tealab@SBU" __license__ = "MIT" __version__ = "1.0.0" __maintainer__ = "Zafar Ahmad" __email__ = "zafahmad@cs.stonybrook.edu" __status__ = "Development" import numpy as np import numba as nb ''' Iterative kernels ''' def update_iter(u_block, x_block, n, I_, J_, K_): return _update_iter(np.ascontiguousarray(u_block), np.ascontiguousarray(x_block), n, I_, J_, K_) @nb.jit(nopython=True) def _update_iter(u_block, x_block, n, I_, J_, K_): Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 5
| 0
| 915
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n__author__ = \"Zafar Ahmad, Mohammad Mahdi Javanmard\"\n__copyright__ = \"Copyright (c) 2019 Tealab@SBU\"\n__license__ = \"MIT\"\n__version__ = \"1.0.0\"\n__maintainer__ = \"Zafar Ahmad\"\n__email__ = \"zafahmad@cs.stonybrook.edu\"\n__status__ = \"Development\"\n\nimport numpy as np\nimport numba as nb\n\n'''\n Iterative kernels\n'''\n\n\ndef update_iter(u_block, x_block, n, I_, J_, K_):\n return _update_iter(np.ascontiguousarray(u_block), np.ascontiguousarray(x_block), n, I_, J_, K_)\n@nb.jit(nopython=True)\ndef _update_iter(u_block, x_block, n, I_, J_, K_):\n # For testing purposes, rather than passing f_matrix_broadcast, we call this function\n def f_matrix(i, j):\n return float(i+j)\n for k in range(x_block.shape[0]-1, -1, -1):\n K = K_*x_block.shape[0]+k\n for j in range(x_block.shape[0]-1, -1, -1):\n J = J_*x_block.shape[0]+j\n for i in range(x_block.shape[0]-1, -1, -1):\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n__author__ = \"Zafar Ahmad, Mohammad Mahdi Javanmard\"\n__copyright__ = \"Copyright (c) 2019 Tealab@SBU\"\n__license__ = \"MIT\"\n__version__ = \"1.0.0\"\n__maintainer__ = \"Zafar Ahmad\"\n__email__ = \"zafahmad@cs.stonybrook.edu\"\n__status__ = \"Development\"\n\nimport numpy as np\nimport numba as nb\n\n'''\n Iterative kernels\n'''\n\n\ndef update_iter(u_block, x_block, n, I_, J_, K_):\n return _update_iter(np.ascontiguousarray(u_block), np.ascontiguousarray(x_block), n, I_, J_, K_)\n@nb.jit(nopython=True)\ndef _update_iter(u_block, x_block, n, I_, J_, K_):\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
53e10c53f31c7e396a4573a421ae3212e9a11856
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from terra_sdk.exceptions import LCDResponseError from terrakg import logger # Logging from terrakg.client import ClientContainer logger = logger.get_logger(__name__) class Rates: """ Access the most recent rates. """ def __init__(self, client: ClientContainer): self.client = client def get_token_quote_and_fees(self, token_contract: str, pair: str, amount: int = 1000000, reverse: bool = False): """ Returns the price for `amount` of the token `pair` (exchange is included in pair). Set `reverse` to true to get the inverse price. """ desc, action, result_key = ("reverse_simulation", "ask_asset", "offer_amount") if reverse else ( "simulation", "offer_asset", "return_amount") query_msg = { desc: { action: { "amount": str(amount), "info": {"token": { "contract_addr": token_contract } } } } } try: result = self.client.lcd_client.wasm.contract_query(pair, query_msg) Error: IndentationError / Expected indented block
|
Fixed Code: from terra_sdk.exceptions import LCDResponseError from terrakg import logger # Logging from terrakg.client import ClientContainer logger = logger.get_logger(__name__) class Rates: """ Access the most recent rates. """ def __init__(self, client: ClientContainer): self.client = client def get_token_quote_and_fees(self, token_contract: str, pair: str, amount: int = 1000000, reverse: bool = False): """ Returns the price for `amount` of the token `pair` (exchange is included in pair). Explanation: Add body to Try block or use 'pass' statement
|
advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 1,154
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom terra_sdk.exceptions import LCDResponseError\n\nfrom terrakg import logger\n\n# Logging\nfrom terrakg.client import ClientContainer\n\nlogger = logger.get_logger(__name__)\n\n\nclass Rates:\n \"\"\"\n Access the most recent rates.\n \"\"\"\n def __init__(self, client: ClientContainer):\n self.client = client\n\n def get_token_quote_and_fees(self, token_contract: str, pair: str, amount: int = 1000000, reverse: bool = False):\n \"\"\"\n Returns the price for `amount` of the token `pair` (exchange is included in pair).\n Set `reverse` to true to get the inverse price.\n \"\"\"\n desc, action, result_key = (\"reverse_simulation\", \"ask_asset\", \"offer_amount\") if reverse else (\n \"simulation\", \"offer_asset\", \"return_amount\")\n\n query_msg = {\n desc: {\n action: {\n \"amount\": str(amount),\n \"info\": {\"token\": {\n \"contract_addr\": token_contract\n }\n }\n }\n }\n }\n\n try:\n result = self.client.lcd_client.wasm.contract_query(pair, query_msg)\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom terra_sdk.exceptions import LCDResponseError\n\nfrom terrakg import logger\n\n# Logging\nfrom terrakg.client import ClientContainer\n\nlogger = logger.get_logger(__name__)\n\n\nclass Rates:\n \"\"\"\n Access the most recent rates.\n \"\"\"\n def __init__(self, client: ClientContainer):\n self.client = client\n\n def get_token_quote_and_fees(self, token_contract: str, pair: str, amount: int = 1000000, reverse: bool = False):\n \"\"\"\n Returns the price for `amount` of the token `pair` (exchange is included in pair).\n\n Explanation: Add body to Try block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
53e339cc8fb766eb00e75883c4d6064e436e942f
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import bpy import os, glob from pathlib import Path from enum import Enum from abc import ABC, abstractmethod import csv from . import keying_module def export_tracking_data(self, context): clip = context.space_data.clip clip_name = os.path.splitext(clip.name)[0] tracker_name = context.scene.tracking_local.tracker_name output_path = os.path.join(keying_module.get_abs_output_path(context),clip_name) keying_module.create_directory(output_path) file = open(os.path.join(output_path,clip_name+".csv"), "w", newline='') writer = csv.writer(file, delimiter=',') multiplier = context.scene.tracking_local.tracking_multiplier tracker = clip.tracking.tracks.get(tracker_name) if tracker is not None: prev = tracker.markers[0].co[0] for m in tracker.markers: writer.writerow([(m.co[0] - prev) * multiplier]) prev = m.co[0] self.report({"INFO"},"TRACKER SUCESSFULLY EXPORTED") else: self.report({"ERROR"},"TRACKER NOT FOUND") file.close() #---------------------------------------- # PROPERTIES #---------------------------------------- class TrackingSceneProps(bpy.types.PropertyGroup): tracker_name: bpy.props.StringProperty \ ( name = "Track name", description = "Name of the tracker for data export", ) tracking_multiplier: bpy.props.FloatProperty \ ( name = "Distance multiplier", description = "The exported tracking distance gets multiplied by this value", default = 1, min = 0.0001 ) class TrackingPanel(bpy.types.Panel): bl_label = "Tracking Panel" bl_idname = "SCENE_PT_tracking_rendering" bl_space_type = "CLIP_EDITOR" bl_region_type = "UI" bl_context = "render" def draw(self, context): layout = self.layout scene = context.scene box = layout.box() box.row().label(text = "Tracking export") box.row().prop(scene.tracking_local, "tracker_name") box.row().prop(scene.tracking_local, "tracking_multiplier") box.row().operator("tracking.export_data") class TrackingExportDataOp(bpy.types.Operator): bl_idname = "tracking.export_data" bl_label = "Export Data" bl_description = "Export the tracking data of the chosen tracker" def execute(self, context): export_tracking_data(self, context) return {"FINISHED"} classes = ( TrackingExportDataOp, TrackingPanel, TrackingSceneProps ) def register(): for cls in classes: bpy.utils.register_class(cls) bpy.types.Scene.tracking_local = bpy.props.PointerProperty(type=TrackingSceneProps) def unregister(): for cls in reversed(classes): bpy.utils.unregister_class(cls) del bpy.types.Scene.tracking_local
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 💡 Suggestions: Add docstring to function 'export_tracking_data' Add docstring to class 'TrackingSceneProps' Add docstring to class 'TrackingPanel'
|
advanced
|
ui
|
debugging
|
Pythoncode:Python
| 5
| 3
| 2,868
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport bpy\nimport os, glob\nfrom pathlib import Path\nfrom enum import Enum\nfrom abc import ABC, abstractmethod\nimport csv\n\nfrom . import keying_module\n\ndef export_tracking_data(self, context):\n clip = context.space_data.clip\n clip_name = os.path.splitext(clip.name)[0]\n tracker_name = context.scene.tracking_local.tracker_name\n output_path = os.path.join(keying_module.get_abs_output_path(context),clip_name)\n keying_module.create_directory(output_path)\n \n file = open(os.path.join(output_path,clip_name+\".csv\"), \"w\", newline='')\n writer = csv.writer(file, delimiter=',')\n \n multiplier = context.scene.tracking_local.tracking_multiplier\n tracker = clip.tracking.tracks.get(tracker_name)\n if tracker is not None:\n prev = tracker.markers[0].co[0]\n for m in tracker.markers:\n writer.writerow([(m.co[0] - prev) * multiplier])\n prev = m.co[0]\n self.report({\"INFO\"},\"TRACKER SUCESSFULLY EXPORTED\")\n else:\n self.report({\"ERROR\"},\"TRACKER NOT FOUND\")\n \n file.close()\n \n\n#----------------------------------------\n# PROPERTIES\n#---------------------------------------- \n \nclass TrackingSceneProps(bpy.types.PropertyGroup):\n tracker_name: bpy.props.StringProperty \\\n (\n name = \"Track name\",\n description = \"Name of the tracker for data export\",\n )\n \n tracking_multiplier: bpy.props.FloatProperty \\\n (\n name = \"Distance multiplier\",\n description = \"The exported tracking distance gets multiplied by this value\",\n default = 1,\n min = 0.0001\n )\n \nclass TrackingPanel(bpy.types.Panel):\n bl_label = \"Tracking Panel\"\n bl_idname = \"SCENE_PT_tracking_rendering\"\n bl_space_type = \"CLIP_EDITOR\"\n bl_region_type = \"UI\"\n bl_context = \"render\"\n\n\n def draw(self, context):\n layout = self.layout\n scene = context.scene\n \n box = layout.box()\n box.row().label(text = \"Tracking export\")\n box.row().prop(scene.tracking_local, \"tracker_name\")\n box.row().prop(scene.tracking_local, \"tracking_multiplier\")\n box.row().operator(\"tracking.export_data\")\n\n \nclass TrackingExportDataOp(bpy.types.Operator):\n bl_idname = \"tracking.export_data\"\n bl_label = \"Export Data\"\n bl_description = \"Export the tracking data of the chosen tracker\"\n \n def execute(self, context):\n export_tracking_data(self, context)\n return {\"FINISHED\"}\n \nclasses = (\n TrackingExportDataOp,\n TrackingPanel,\n TrackingSceneProps\n)\n\ndef register():\n for cls in classes:\n bpy.utils.register_class(cls)\n bpy.types.Scene.tracking_local = bpy.props.PointerProperty(type=TrackingSceneProps)\n\ndef unregister():\n for cls in reversed(classes):\n bpy.utils.unregister_class(cls)\n del bpy.types.Scene.tracking_local"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Add docstring to function 'export_tracking_data'\n Add docstring to class 'TrackingSceneProps'\n Add docstring to class 'TrackingPanel'"}]
| false
| null | null | null |
53e44f41ef2d0962b6580e25176980ba9b2fe713
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import clr clr.AddReference('RevitAPI') from Autodesk.Revit.DB import * def GetViewTemplate(view): if not view: return None elif hasattr(view, "ViewTemplateId"): if view.ViewTemplateId.IntegerValue == -1: return None else: return view.Document.GetElement(view.ViewTemplateId)
|
else: return None views = UnwrapElement(IN[0]) if isinstance(IN[0], list): OUT = [GetViewTemplate(x) for x in views] else: OUT = GetViewTemplate(views)
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 437
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport clr\nclr.AddReference('RevitAPI')\nfrom Autodesk.Revit.DB import *\n\ndef GetViewTemplate(view):\n\tif not view: return None\n\telif hasattr(view, \"ViewTemplateId\"):\n\t\tif view.ViewTemplateId.IntegerValue == -1: return None\n\t\telse: return view.Document.GetElement(view.ViewTemplateId)"}, {"role": "assistant", "content": "\n\telse: return None\n\nviews = UnwrapElement(IN[0])\n\nif isinstance(IN[0], list): OUT = [GetViewTemplate(x) for x in views]\nelse: OUT = GetViewTemplate(views)"}]
| false
| null | null | null |
53e4b90b1159d838a8edfa7ab52a953ffb4eca72
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/python # ***************************************************************************** # # 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. # # ****************************************************************************** import json import time from fabric.api import * from dlab.fab import * from dlab.meta_lib import * from dlab.actions_lib import * import sys import os import uuid import log from Crypto.PublicKey import RSA
|
Syntax Analysis:
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,183
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/python\n\n# *****************************************************************************\n#\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# ******************************************************************************\n\nimport json\nimport time\nfrom fabric.api import *\nfrom dlab.fab import *\nfrom dlab.meta_lib import *\nfrom dlab.actions_lib import *\nimport sys\nimport os\nimport uuid\nimport log\nfrom Crypto.PublicKey import RSA"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
53e73c9f153e27f98b4ee8cc325ad02d4ef90185
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: test = """forward 5 down 5 forward 8 up 3 down 8 forward 2 """ def part1(lines): h = 0 d = 0 for line in lines: direction, delta = line.split() delta = int(delta) if direction == 'forward': h += delta elif direction == 'down': d += delta elif direction == 'up': d -= delta print(h*d) def part2(lines): h = 0 d = 0 a = 0 for line in lines: direction, delta = line.split() delta = int(delta) print(direction, delta) if direction == 'forward': h += delta d += (delta * a) elif direction == 'down': a += delta ... code continues ...
|
Completion: Missing: If statement incomplete - else clause truncated To complete: • Complete if-else statement Example continuation: elif direction == 'up': a -= delta print(h*d)
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 693
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\ntest = \"\"\"forward 5\ndown 5\nforward 8\nup 3\ndown 8\nforward 2\n\"\"\"\n\ndef part1(lines):\n h = 0\n d = 0\n for line in lines:\n direction, delta = line.split()\n delta = int(delta)\n if direction == 'forward':\n h += delta\n elif direction == 'down':\n d += delta\n elif direction == 'up':\n d -= delta\n print(h*d)\n\n\ndef part2(lines):\n h = 0\n d = 0\n a = 0\n for line in lines:\n direction, delta = line.split()\n delta = int(delta)\n print(direction, delta)\n if direction == 'forward':\n h += delta\n d += (delta * a)\n elif direction == 'down':\n a += delta\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If statement incomplete - else clause truncated\n\n To complete:\n \u2022 Complete if-else statement\n\n Example continuation:\n elif direction == 'up':\n a -= delta\n print(h*d)"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
53e7f5b9bbd28821250ea584ab34945cec2c0582
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Generated by Django 3.1.3 on 2020-11-09 08:56 from django.db import migrations, models class Migration(migrations.Migration): initial = True dependencies = [ ] operations = [ migrations.CreateModel( name='Associations', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('association_name', models.CharField(max_length=100)), ('incharge', models.CharField(max_length=100)), ('about', models.CharField(max_length=500)), Error: SyntaxError: unterminated string literal
|
Fixed Code: # Generated by Django 3.1.3 on 2020-11-09 08:56 from django.db import migrations, models class Migration(migrations.Migration): initial = True dependencies = [ ] operations = [ migrations.CreateModel( name='Associations', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('association_name', models.CharField(max_length=100)), ('incharge', models.CharField(max_length=100)), ('about', models.CharField(max_length=500)), Explanation: Close the string literal with matching quote
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 0
| 1
| 606
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Generated by Django 3.1.3 on 2020-11-09 08:56\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n initial = True\n\n dependencies = [\n ]\n\n operations = [\n migrations.CreateModel(\n name='Associations',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('association_name', models.CharField(max_length=100)),\n ('incharge', models.CharField(max_length=100)),\n ('about', models.CharField(max_length=500)),\n \n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Generated by Django 3.1.3 on 2020-11-09 08:56\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n initial = True\n\n dependencies = [\n ]\n\n operations = [\n migrations.CreateModel(\n name='Associations',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('association_name', models.CharField(max_length=100)),\n ('incharge', models.CharField(max_length=100)),\n ('about', models.CharField(max_length=500)),\n\n Explanation: Close the string literal with matching quote"}]
| true
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syntax
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MID_STRING
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CRITICAL
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53e86b46c3285488d7ebc41a01e6a577e706cb66
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: def test_dt_iso(): """Test parsing ISO time pattern.""" assert str(dt_iso('2005-02-14T18:02:29.123')) == '2005-02-14 18:02:29.123000+00:00' assert str(dt_iso('2005-02-14 18:02:29')) == '2005-02-14 18:02:29+00:00' assert str(dt_iso('2005-02-14:18:02')) == '2005-02-14 18:02:00+00:00' assert str(dt_iso('2005-02-14')) == '2005-02-14 00:00:00+00:00' times = dt_iso('from 2005-02-14T18:02:29 to 2005-02-14T18:03') assert len(times) == 2 assert str(times[0]) == '2005-02-14 18:02:29+00:00' assert str(times[1]) == '2005-02-14 18:03:00+00:00' with raises(ValueError): _ = dt_iso('2005-045') def test_dt_doy(): """Test parsing DOY time pattern.""" assert str(dt_doy('2005-045T18:02:29.123')) == '2005-02-14 18:02:29.123000+00:00' assert str(dt_doy('2005-045 18:02:29')) == '2005-02-14 18:02:29+00:00' assert str(dt_doy('2005-045:18:02')) == '2005-02-14 18:02:00+00:00' assert str(dt_doy('2005-045')) == '2005-02-14 00:00:00+00:00' times = dt_doy('from 2005-045T18:02:29 to 2005-045T18:03') assert len(times) == 2 assert str(times[0]) == '2005-02-14 18:02:29+00:00' assert str(times[1]) == '2005-02-14 18:03:00+00:00' with raises(ValueError): _ = dt_doy('2005-02-14') def test_dt_date(): """Test date pattern.""" assert str(dt_date('Feb 14, 2005')) == '2005-02-14 00:00:00+00:00' assert str(dt_date('Febr 14, 2005')) == '2005-02-14 00:00:00+00:00' assert str(dt_date('Feb 14, 2005', eod=True)) == '2005-02-14 23:59:59+00:00' assert str(dt_date('to Feb 14, 2005')) == '2005-02-14 23:59:59+00:00' times = dt_date('from Feb 14, 2005 through March 12, 2006') assert len(times) == 2 assert str(times[0]) == '2005-02-14 00:00:00+00:00' assert str(times[1]) == '2006-03-12 23:59:59+00:00' with raises(ValueError): _ = dt_date('2005-02-14') ... [6 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 53: ... [6 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 45 Unexpected indentation at line 46 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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intermediate
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testing
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code_review
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Pythoncode:Python
| 3
| 0
| 1,931
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\ndef test_dt_iso():\n \"\"\"Test parsing ISO time pattern.\"\"\"\n assert str(dt_iso('2005-02-14T18:02:29.123')) == '2005-02-14 18:02:29.123000+00:00'\n assert str(dt_iso('2005-02-14 18:02:29')) == '2005-02-14 18:02:29+00:00'\n assert str(dt_iso('2005-02-14:18:02')) == '2005-02-14 18:02:00+00:00'\n assert str(dt_iso('2005-02-14')) == '2005-02-14 00:00:00+00:00'\n\n times = dt_iso('from 2005-02-14T18:02:29 to 2005-02-14T18:03')\n\n assert len(times) == 2\n assert str(times[0]) == '2005-02-14 18:02:29+00:00'\n assert str(times[1]) == '2005-02-14 18:03:00+00:00'\n\n with raises(ValueError):\n _ = dt_iso('2005-045')\n\n\ndef test_dt_doy():\n \"\"\"Test parsing DOY time pattern.\"\"\"\n assert str(dt_doy('2005-045T18:02:29.123')) == '2005-02-14 18:02:29.123000+00:00'\n assert str(dt_doy('2005-045 18:02:29')) == '2005-02-14 18:02:29+00:00'\n assert str(dt_doy('2005-045:18:02')) == '2005-02-14 18:02:00+00:00'\n assert str(dt_doy('2005-045')) == '2005-02-14 00:00:00+00:00'\n\n times = dt_doy('from 2005-045T18:02:29 to 2005-045T18:03')\n\n assert len(times) == 2\n assert str(times[0]) == '2005-02-14 18:02:29+00:00'\n assert str(times[1]) == '2005-02-14 18:03:00+00:00'\n\n with raises(ValueError):\n _ = dt_doy('2005-02-14')\n\n\ndef test_dt_date():\n \"\"\"Test date pattern.\"\"\"\n assert str(dt_date('Feb 14, 2005')) == '2005-02-14 00:00:00+00:00'\n assert str(dt_date('Febr 14, 2005')) == '2005-02-14 00:00:00+00:00'\n assert str(dt_date('Feb 14, 2005', eod=True)) == '2005-02-14 23:59:59+00:00'\n assert str(dt_date('to Feb 14, 2005')) == '2005-02-14 23:59:59+00:00'\n\n times = dt_date('from Feb 14, 2005 through March 12, 2006')\n\n assert len(times) == 2\n assert str(times[0]) == '2005-02-14 00:00:00+00:00'\n assert str(times[1]) == '2006-03-12 23:59:59+00:00'\n\n with raises(ValueError):\n _ = dt_date('2005-02-14')\n\n\n\n ... [6 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 53: ... [6 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 11\n Unexpected indentation at line 12\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 28\n Unexpected indentation at line 29\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 45\n Unexpected indentation at line 46\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
53e96f34f945ecef4aebd95bbb66a14049ee97c2
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import unicode_literals from django.db import models, migrations class Migration(migrations.Migration): dependencies = [
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 9 - expected ']' • Block at line 7 has no indented body Fix: Complete the truncated code structure
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advanced
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machine_learning
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error_detection
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Pythoncode:Python
| 0
| 1
| 168
| 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.db import models, migrations\n\n\nclass Migration(migrations.Migration):\n\n dependencies = ["}, {"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 9 - expected ']'\n \u2022 Block at line 7 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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53e9f02f64051ff304c3ebef251b469302530c2e
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: #!/usr/bin/env python def isodate(value, check_deprecation_date=False, is_tombstone=False): """Validate a datetime.date or ISO 8601 date string.""" # datetime.date objects come from YAML dates, these are ok if isinstance(value, datetime.date): removal_date = value else: # make sure we have a string msg = 'Expected ISO 8601 date string (YYYY-MM-DD), or YAML date' if not isinstance(value, string_types): raise Invalid(msg) # From Python 3.7 in, there is datetime.date.fromisoformat(). For older versions, # we have to do things manually. if not re.match('^[0-9]{4}-[0-9]{2}-[0-9]{2}$', value): raise Invalid(msg) try: removal_date = datetime.datetime.strptime(value, '%Y-%m-%d').date() except ValueError: raise Invalid(msg)
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
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intermediate
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testing
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error_detection
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Pythoncode:Python
| 1
| 0
| 860
| false
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\ndef isodate(value, check_deprecation_date=False, is_tombstone=False):\n \"\"\"Validate a datetime.date or ISO 8601 date string.\"\"\"\n # datetime.date objects come from YAML dates, these are ok\n if isinstance(value, datetime.date):\n removal_date = value\n else:\n # make sure we have a string\n msg = 'Expected ISO 8601 date string (YYYY-MM-DD), or YAML date'\n if not isinstance(value, string_types):\n raise Invalid(msg)\n # From Python 3.7 in, there is datetime.date.fromisoformat(). For older versions,\n # we have to do things manually.\n if not re.match('^[0-9]{4}-[0-9]{2}-[0-9]{2}$', value):\n raise Invalid(msg)\n try:\n removal_date = datetime.datetime.strptime(value, '%Y-%m-%d').date()\n except ValueError:\n raise Invalid(msg)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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53ea00fc5aec5aef16f52f772300f59c029df625
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: #!/usr/bin/env python from flexbe_core import EventState, Logger from flexbe_core.proxy import ProxyActionClient # example import of required action from o2ac_msgs.msg import AlignBearingHolesAction, AlignBearingHolesGoal class AlignBearingHolesActionState(EventState): ''' Actionlib for aligning the bearing holes -- task_name string Name of the task <= success AlignBearingHoles completed successfully. <= error AlignBearingHoles failed to execute. ''' def __init__(self, task_name): super( AlignBearingHolesActionState, self).__init__( outcomes=[ 'success', 'error']) self._topic = 'o2ac_flexbe/align_bearing_holes' # pass required clients as dict (topic: type) self._client = ProxyActionClient( {self._topic: AlignBearingHolesAction}) self._task_name = task_name self._success = False def execute(self, userdata): if not self._success: return 'error' if self._client.has_result(self._topic): result = self._client.get_result(self._topic) # Complete this line if not result: Logger.logwarn('Fail to complete AlignBearingHoles') self._success = False return 'error' else: Logger.logwarn('Succeed! completed AlignBearingHoles') self._success = True return 'success' def on_enter(self, userdata): goal = AlignBearingHolesGoal() goal.task_name = self._task_name self._success = True try: self._client.send_goal(self._topic, goal) except Exception as e: Logger.logwarn( 'Failed to send the AlignBearingHoles command:\n%s' % str(e)) self._success = False def on_exit(self, userdata): if not self._client.has_result(self._topic): self._client.cancel(self._topic) Logger.loginfo('Cancelled active action goal.')
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The missing line is: Logger.logwarn('result %s' % str(result))
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advanced
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ui
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fill_in_the_blank
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Pythoncode:Python
| 4
| 1
| 2,160
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\nfrom flexbe_core import EventState, Logger\nfrom flexbe_core.proxy import ProxyActionClient\n\n# example import of required action\nfrom o2ac_msgs.msg import AlignBearingHolesAction, AlignBearingHolesGoal\n\n\nclass AlignBearingHolesActionState(EventState):\n '''\n Actionlib for aligning the bearing holes\n\n -- task_name string Name of the task\n\n <= success AlignBearingHoles completed successfully.\n <= error AlignBearingHoles failed to execute.\n\n '''\n\n def __init__(self, task_name):\n super(\n AlignBearingHolesActionState,\n self).__init__(\n outcomes=[\n 'success',\n 'error'])\n\n self._topic = 'o2ac_flexbe/align_bearing_holes'\n # pass required clients as dict (topic: type)\n self._client = ProxyActionClient(\n {self._topic: AlignBearingHolesAction})\n self._task_name = task_name\n\n self._success = False\n\n def execute(self, userdata):\n if not self._success:\n return 'error'\n\n if self._client.has_result(self._topic):\n result = self._client.get_result(self._topic)\n\n # Complete this line\n\n if not result:\n Logger.logwarn('Fail to complete AlignBearingHoles')\n self._success = False\n return 'error'\n else:\n Logger.logwarn('Succeed! completed AlignBearingHoles')\n self._success = True\n return 'success'\n\n def on_enter(self, userdata):\n goal = AlignBearingHolesGoal()\n goal.task_name = self._task_name\n\n self._success = True\n try:\n self._client.send_goal(self._topic, goal)\n except Exception as e:\n Logger.logwarn(\n 'Failed to send the AlignBearingHoles command:\\n%s' %\n str(e))\n self._success = False\n\n def on_exit(self, userdata):\n if not self._client.has_result(self._topic):\n self._client.cancel(self._topic)\n Logger.loginfo('Cancelled active action goal.')"}, {"role": "assistant", "content": "The missing line is:\n Logger.logwarn('result %s' % str(result))"}]
| false
| null | null | null |
53eb2f5275fa111e5a11e8a6b19fe5db87a5dc8d
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: #!/usr/bin/env python3 def eprint(*args, **kwargs): if verbose_mode: print(*args, file=sys.stderr, **kwargs) # Decode a single latin1 line. def decodeline(inf): if isinstance(inf, str): return inf return inf.decode('latin-1') # Make a text string from a file, attempting to decode from latin1 if necessary. # Other non-utf-8 locales are not supported at the moment. def getfiletext(filename): text = None with open(filename) as infile: try: if detailed_mode: return [decodeline(inf) for inf in infile] except Exception as e: eprint('%s: %s' % (filename, e)) return None try: text = ''.join(infile) except UnicodeDecodeError: eprint('%s: Retrying with latin1' % filename) try: text = ''.join([decodeline(inf) for inf in infile]) except Exception as e: eprint('%s: %s' % (filename, e)) if text: return set(text) else: return None def analyze_text_detailed(filename, text, disallowed, msg): line = 0 warned = False for t in text: line = line + 1 subset = [c for c in t if c in disallowed] if subset: print('%s:%d %s: %s' % (filename, line, msg, subset)) warned = True if not warned: eprint('%s: OK' % filename) # Look for disallowed characters in the text. We reduce all characters into a # set to speed up analysis. FIXME: Add a slow mode to get line numbers in files # that have these disallowed chars. def analyze_text(filename, text, disallowed, msg): if detailed_mode: analyze_text_detailed(filename, text, disallowed, msg) return if not text.isdisjoint(disallowed): print('%s: %s: %s' % (filename, msg, text & disallowed)) # Complete this line eprint('%s: OK' % filename) def should_read(f): m = magic.detect_from_filename(f) # Fast check, just the file name. if [e for e in scan_exclude if re.search(e, f)]: return False # Slower check, mime type. if not 'text/' in m.mime_type \ or [e for e in scan_exclude_mime if re.search(e, m.mime_type)]: return False return True # Get file text and feed into analyze_text. def analyze_file(f, disallowed, msg): eprint('%s: Reading file' % f) if should_read(f): text = getfiletext(f) if text: analyze_text(f, text, disallowed, msg) else: eprint('%s: SKIPPED' % f) # Actual implementation of the recursive descent into directories. def analyze_any(p, disallowed, msg): mode = os.stat(p).st_mode if S_ISDIR(mode): analyze_dir(p, disallowed, msg) elif S_ISREG(mode): analyze_file(p, disallowed, msg) else: eprint('%s: UNREADABLE' % p) # Recursively analyze files in the directory. ... [3 more functiondefs truncated] ...
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The missing line is: else:
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advanced
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machine_learning
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fill_in_the_blank
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Pythoncode:Python
| 8
| 0
| 2,947
| false
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python3\ndef eprint(*args, **kwargs):\n if verbose_mode:\n print(*args, file=sys.stderr, **kwargs)\n\n# Decode a single latin1 line.\ndef decodeline(inf):\n if isinstance(inf, str):\n return inf\n return inf.decode('latin-1')\n\n# Make a text string from a file, attempting to decode from latin1 if necessary.\n# Other non-utf-8 locales are not supported at the moment.\ndef getfiletext(filename):\n text = None\n with open(filename) as infile:\n try:\n if detailed_mode:\n return [decodeline(inf) for inf in infile]\n except Exception as e:\n eprint('%s: %s' % (filename, e))\n return None\n\n try:\n text = ''.join(infile)\n except UnicodeDecodeError:\n eprint('%s: Retrying with latin1' % filename)\n try:\n text = ''.join([decodeline(inf) for inf in infile])\n except Exception as e:\n eprint('%s: %s' % (filename, e))\n if text:\n return set(text)\n else:\n return None\n\ndef analyze_text_detailed(filename, text, disallowed, msg):\n line = 0\n warned = False\n for t in text:\n line = line + 1\n subset = [c for c in t if c in disallowed]\n if subset:\n print('%s:%d %s: %s' % (filename, line, msg, subset))\n warned = True\n if not warned:\n eprint('%s: OK' % filename)\n\n# Look for disallowed characters in the text. We reduce all characters into a\n# set to speed up analysis. FIXME: Add a slow mode to get line numbers in files\n# that have these disallowed chars.\ndef analyze_text(filename, text, disallowed, msg):\n if detailed_mode:\n analyze_text_detailed(filename, text, disallowed, msg)\n return\n\n if not text.isdisjoint(disallowed):\n print('%s: %s: %s' % (filename, msg, text & disallowed))\n # Complete this line\n eprint('%s: OK' % filename)\n\ndef should_read(f):\n m = magic.detect_from_filename(f)\n # Fast check, just the file name.\n if [e for e in scan_exclude if re.search(e, f)]:\n return False\n\n # Slower check, mime type.\n if not 'text/' in m.mime_type \\\n or [e for e in scan_exclude_mime if re.search(e, m.mime_type)]:\n return False\n\n return True\n\n# Get file text and feed into analyze_text.\ndef analyze_file(f, disallowed, msg):\n eprint('%s: Reading file' % f)\n if should_read(f):\n text = getfiletext(f)\n if text:\n analyze_text(f, text, disallowed, msg)\n else:\n eprint('%s: SKIPPED' % f)\n\n# Actual implementation of the recursive descent into directories.\ndef analyze_any(p, disallowed, msg):\n mode = os.stat(p).st_mode\n if S_ISDIR(mode):\n analyze_dir(p, disallowed, msg)\n elif S_ISREG(mode):\n analyze_file(p, disallowed, msg)\n else:\n eprint('%s: UNREADABLE' % p)\n\n# Recursively analyze files in the directory.\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n else:"}]
| false
| null | null | null |
53eb9134fe73eaf59759bdec6bb46f044d4317f1
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: import numpy as np from igibson.external.pybullet_tools.utils import aabb_union, get_aabb, get_all_links from igibson.object_states.object_state_base import CachingEnabledObjectState class AABB(CachingEnabledObjectState): def _compute_value(self): body_id = self.obj.get_body_id() all_links = get_all_links(body_id) aabbs = [get_aabb(body_id, link=link) for link in all_links] aabb_low, aabb_hi = aabb_union(aabbs) if not hasattr(self.obj, "category") or self.obj.category != "floors" or self.obj.room_floor is None: ... code continues ...
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Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: return np.array(aabb_low), np.array(aabb_hi) # TODO: remove after split floors # room_floor will be set to the correct RoomFloor beforehand room_instance = self.obj.room_floor.room_instance
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advanced
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machine_learning
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incomplete_code
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Pythoncode:Python
| 4
| 1
| 564
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport numpy as np\n\nfrom igibson.external.pybullet_tools.utils import aabb_union, get_aabb, get_all_links\nfrom igibson.object_states.object_state_base import CachingEnabledObjectState\n\n\nclass AABB(CachingEnabledObjectState):\n def _compute_value(self):\n body_id = self.obj.get_body_id()\n all_links = get_all_links(body_id)\n aabbs = [get_aabb(body_id, link=link) for link in all_links]\n aabb_low, aabb_hi = aabb_union(aabbs)\n\n if not hasattr(self.obj, \"category\") or self.obj.category != \"floors\" or self.obj.room_floor is None:\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 return np.array(aabb_low), np.array(aabb_hi)\n\n # TODO: remove after split floors\n # room_floor will be set to the correct RoomFloor beforehand\n room_instance = self.obj.room_floor.room_instance"}]
| true
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syntax
|
MID_BLOCK
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HIGH
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53ebe27af2c0c28dac914d098023620cb50fc322
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # (C) Datadog, Inc. 2010-2017 # All rights reserved # Licensed under Simplified BSD License (see LICENSE) from __future__ import unicode_literals import time from datetime import datetime import mock import pytest from mock import MagicMock from pyVmomi import vim from datadog_checks.vsphere import VSphereCheck from datadog_checks.vsphere.cache_config import CacheConfig from datadog_checks.vsphere.common import SOURCE_TYPE from datadog_checks.vsphere.errors import BadConfigError, ConnectionError from datadog_checks.vsphere.vsphere import ( def test__init__(instance): with pytest.raises(BadConfigError): # Must define a unique 'name' per vCenter instance VSphereCheck('vsphere', {}, {}, [{'': ''}]) init_config = { 'clean_morlist_interval': 50, 'refresh_morlist_interval': 42, 'refresh_metrics_metadata_interval': -42, 'batch_property_collector_size': -1, } check = VSphereCheck('vsphere', init_config, {}, [instance]) i_key = check._instance_key(instance) assert check.time_started > 0 assert not check.server_instances assert check.cache_config.get_interval(CacheConfig.Morlist, i_key) == 42 assert check.cache_config.get_interval(CacheConfig.Metadata, i_key) == -42 assert check.clean_morlist_interval == 50 assert len(check.event_config) == 1 assert 'vsphere_mock' in check.event_config assert not check.registry assert not check.latest_event_query assert check.batch_collector_size == 0 assert check.batch_morlist_size == 50 assert check.excluded_host_tags == [] ... [27 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unclosed '(' at line 18 - expected ')' SyntaxError: '(' was never closed at line 18 ⚠️ Warnings: Unexpected indentation at line 22 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 💡 Suggestions: Complete the expression on the last line Add closing ')' bracket Review code syntax
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intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 1
| 0
| 1,645
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# (C) Datadog, Inc. 2010-2017\n# All rights reserved\n# Licensed under Simplified BSD License (see LICENSE)\nfrom __future__ import unicode_literals\n\nimport time\nfrom datetime import datetime\n\nimport mock\nimport pytest\nfrom mock import MagicMock\nfrom pyVmomi import vim\n\nfrom datadog_checks.vsphere import VSphereCheck\nfrom datadog_checks.vsphere.cache_config import CacheConfig\nfrom datadog_checks.vsphere.common import SOURCE_TYPE\nfrom datadog_checks.vsphere.errors import BadConfigError, ConnectionError\nfrom datadog_checks.vsphere.vsphere import (\ndef test__init__(instance):\n with pytest.raises(BadConfigError):\n # Must define a unique 'name' per vCenter instance\n VSphereCheck('vsphere', {}, {}, [{'': ''}])\n\n init_config = {\n 'clean_morlist_interval': 50,\n 'refresh_morlist_interval': 42,\n 'refresh_metrics_metadata_interval': -42,\n 'batch_property_collector_size': -1,\n }\n check = VSphereCheck('vsphere', init_config, {}, [instance])\n i_key = check._instance_key(instance)\n\n assert check.time_started > 0\n assert not check.server_instances\n assert check.cache_config.get_interval(CacheConfig.Morlist, i_key) == 42\n assert check.cache_config.get_interval(CacheConfig.Metadata, i_key) == -42\n assert check.clean_morlist_interval == 50\n assert len(check.event_config) == 1\n assert 'vsphere_mock' in check.event_config\n assert not check.registry\n assert not check.latest_event_query\n assert check.batch_collector_size == 0\n assert check.batch_morlist_size == 50\n assert check.excluded_host_tags == []\n\n\n\n ... [27 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 Unclosed '(' at line 18 - expected ')'\n SyntaxError: '(' was never closed at line 18\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
53ed119c9b07bf3b0dd5b8ddf0cc3d573400eed1
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: MANDRILL_API_KEY = 'MANDRILL_API_KEY' UNSET_MANDRILL_API_KEY_MSG = f"Mandrill API key not set in environment variable {MANDRILL_API_KEY}" CONTACT_LIST_QUERY = """ SELECT * FROM `{{project}}.{{dataset}}.{{contact_table}}` """ EHR_OPERATIONS = 'EHR Ops' EHR_OPS_ZENDESK = 'support@aou-ehr-ops.zendesk.com' DATA_CURATION_LISTSERV = 'datacuration@researchallofus.org' NO_REPLY_ADDRESS = 'noreply@researchallofus.org' NO_DATA_STEWARD = 'no data steward' # HPO contact list table columns SITE_NAME = 'site_name' HPO_ID = 'hpo_id' SITE_POINT_OF_CONTACT = 'site_point_of_contact' # Mandrill API constants MAIL_TO = 'mail_to' EHR_OPS_SITE_URL = 'https://sites.google.com/view/ehrupload' # Email content EMAIL_BODY = """ <p style="font-size:115%;">Hi {{ site_name }},</p> <p style="font-size:115%;">Your submission <b>{{ folder }}</b> {% if submission_error %}was NOT successfully loaded on {{ timestamp }}.<br> {% else %}was successfully loaded on {{ timestamp }}.<br> {% endif %} Please review the <code>results.html</code> submission report attached to this email{% if submission_error %}<br>
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and resolve the errors before making a new submission{% endif %}.<br> If any of your files have not been successfully uploaded, please run the <a href="https://github.com/all-of-us/aou-ehr-file-check">local file check</a> before making your submission.<br> To view the full set of curation reports, please visit the submission folder in your GCS bucket <a href="{{ submission_folder_url }}">here</a>.<br> For more information on the reports and how to download them, please refer to our <a href="{{ ehr_ops_site_url }}">EHR Ops website</a>.</p> <p style="font-size:115%;">You are receiving this email because you are listed as a point of contact for HPO Site <em>{{ site_name }}</em>.<br> If you have additional questions or wish to no longer receive these emails, please reply/send an email to <a href="mailto:{{ eo_zendesk }}">{{ eo_zendesk }}</a>.</p> <p style="font-size:115%;">EHR Ops team, DRC<br> <em>All of Us</em> Research Program<br> <img src="cid:{{ aou_logo }}"/></p> """ AOU_LOGO = 'aou_logo' AOU_LOGO_PNG = 'all-of-us-logo.png'
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 2,147
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nMANDRILL_API_KEY = 'MANDRILL_API_KEY'\nUNSET_MANDRILL_API_KEY_MSG = f\"Mandrill API key not set in environment variable {MANDRILL_API_KEY}\"\n\nCONTACT_LIST_QUERY = \"\"\"\nSELECT *\nFROM `{{project}}.{{dataset}}.{{contact_table}}`\n\"\"\"\n\nEHR_OPERATIONS = 'EHR Ops'\nEHR_OPS_ZENDESK = 'support@aou-ehr-ops.zendesk.com'\nDATA_CURATION_LISTSERV = 'datacuration@researchallofus.org'\nNO_REPLY_ADDRESS = 'noreply@researchallofus.org'\nNO_DATA_STEWARD = 'no data steward'\n\n# HPO contact list table columns\nSITE_NAME = 'site_name'\nHPO_ID = 'hpo_id'\nSITE_POINT_OF_CONTACT = 'site_point_of_contact'\n\n# Mandrill API constants\nMAIL_TO = 'mail_to'\n\nEHR_OPS_SITE_URL = 'https://sites.google.com/view/ehrupload'\n\n# Email content\nEMAIL_BODY = \"\"\"\n<p style=\"font-size:115%;\">Hi {{ site_name }},</p>\n\n<p style=\"font-size:115%;\">Your submission <b>{{ folder }}</b> \n{% if submission_error %}was NOT successfully loaded on {{ timestamp }}.<br>\n{% else %}was successfully loaded on {{ timestamp }}.<br>\n{% endif %}\nPlease review the <code>results.html</code> submission report attached to this email{% if submission_error %}<br>"}, {"role": "assistant", "content": "\nand resolve the errors before making a new submission{% endif %}.<br>\nIf any of your files have not been successfully uploaded, please run the\n <a href=\"https://github.com/all-of-us/aou-ehr-file-check\">local file check</a> before making your submission.<br> \nTo view the full set of curation reports, please visit the submission folder in your\n GCS bucket <a href=\"{{ submission_folder_url }}\">here</a>.<br>\nFor more information on the reports and how to download them, please refer to our\n <a href=\"{{ ehr_ops_site_url }}\">EHR Ops website</a>.</p>\n\n<p style=\"font-size:115%;\">You are receiving this email because you are listed as a point of contact\n for HPO Site <em>{{ site_name }}</em>.<br>\nIf you have additional questions or wish to no longer receive these emails, please reply/send an\n email to <a href=\"mailto:{{ eo_zendesk }}\">{{ eo_zendesk }}</a>.</p>\n\n<p style=\"font-size:115%;\">EHR Ops team, DRC<br>\n<em>All of Us</em> Research Program<br>\n<img src=\"cid:{{ aou_logo }}\"/></p>\n\"\"\"\n\nAOU_LOGO = 'aou_logo'\n\nAOU_LOGO_PNG = 'all-of-us-logo.png'"}]
| false
| null | null | null |
53f022c5295afcf5069c62aac2f57d65cf97e719
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os import argparse from pathlib import Path CLIP_FILE = os.path.join(Path.home(), '.clip') TEMP_FILE = '.TEMP_FILE' def add_text(key, text): if os.path.exists(CLIP_FILE): open_mode = 'a' else: open_mode = 'w+' with open(CLIP_FILE, open_mode) as clip_file: clip_file.write(key + ": " + text + "\n") def list_texts(): with open(CLIP_FILE, 'r') as clip_file: for text in clip_file.read().split('\n'): print(text) def get_text(key): with open(CLIP_FILE, 'r') as clip_file: for text in clip_file.read().split('\n'): key_val = text.split(':') if key_val[0].strip() == key: print(key_val[1].strip(), end='') def delete_text(key): exists = False with open(TEMP_FILE, 'w+') as temp_file: with open(CLIP_FILE, 'r') as clip_file: for text in clip_file.read().split('\n'): if text.strip() == "": continue key_val = text.split(':') if key_val[0].strip() != key:
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Block at line 40 has no body - expected indented block • IndentationError at line 40 Fix: Complete the function 'delete_text' body and add missing return
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 5
| 0
| 1,072
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport argparse\nfrom pathlib import Path\n\nCLIP_FILE = os.path.join(Path.home(), '.clip')\nTEMP_FILE = '.TEMP_FILE'\n\n\ndef add_text(key, text):\n if os.path.exists(CLIP_FILE):\n open_mode = 'a'\n else:\n open_mode = 'w+'\n with open(CLIP_FILE, open_mode) as clip_file:\n clip_file.write(key + \": \" + text + \"\\n\")\n\n\ndef list_texts():\n with open(CLIP_FILE, 'r') as clip_file:\n for text in clip_file.read().split('\\n'):\n print(text)\n\n\ndef get_text(key):\n with open(CLIP_FILE, 'r') as clip_file:\n for text in clip_file.read().split('\\n'):\n key_val = text.split(':')\n if key_val[0].strip() == key:\n print(key_val[1].strip(), end='')\n\n\ndef delete_text(key):\n exists = False\n with open(TEMP_FILE, 'w+') as temp_file:\n with open(CLIP_FILE, 'r') as clip_file:\n for text in clip_file.read().split('\\n'):\n if text.strip() == \"\":\n continue\n key_val = text.split(':')\n if key_val[0].strip() != key:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Block at line 40 has no body - expected indented block\n \u2022 IndentationError at line 40\n\n Fix: Complete the function 'delete_text' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
53f15f1ad7b41be043cf58489197157314abeded
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from typing import List, Tuple from gama.genetic_programming.nsga2 import ( NSGAMeta, fast_non_dominated_sort, crowding_distance_assignment, ) def _tuples_to_NSGAMeta(tuples: List[Tuple]) -> List[NSGAMeta]: """ Converts a list of tuples to NSGAMeta objects. """ # Can't declare it directly in a loop as it does not create a new scope. def fetch_value(i): metrics = [fetch_value(i) for i in range(len(tuples[0]))] return [NSGAMeta(t, metrics) for t in tuples] def test_nsgameta_value_assignment(): pareto = _tuples_to_NSGAMeta([(3, 5), (5, 3), (4, 4)]) three_five, five_three, four_four = pareto assert three_five.values == (3, 5) assert five_three.values == (5, 3) assert four_four.values == (4, 4) def test_dominates(): pareto = _tuples_to_NSGAMeta([(3, 5), (5, 3), (2, 4)]) three_five, five_three, two_four = pareto assert not three_five.dominates(five_three) assert not five_three.dominates(three_five) assert three_five.dominates(two_four) assert not two_four.dominates(three_five) assert not five_three.dominates(two_four) assert not two_four.dominates(five_three) def test_crowding_distance_assignment(): pareto = _tuples_to_NSGAMeta([(3, 5), (5, 3), (4, 4)]) three_five, five_three, four_four = pareto crowding_distance_assignment(pareto) assert three_five.distance == float("inf") assert five_three.distance == float("inf") assert four_four.distance == 2 def test_crowding_distance_assignment_inf(): pareto = _tuples_to_NSGAMeta([(3, float("inf")), (5, 3), (4, 4)]) three_inf, five_three, four_four = pareto crowding_distance_assignment(pareto) assert three_inf.distance == float("inf") assert five_three.distance == float("inf") # In our implementation, we ignore 'axis' that contain inf values. assert four_four.distance == 1 def test_crowd_compare(): pareto = _tuples_to_NSGAMeta([(3, 5), (5, 3), (4, 4), (4.01, 3.99), (4.5, 3.5)]) three_five, five_three, four_four, approx_four_four, half_half = pareto fast_non_dominated_sort(pareto) # assigns rank crowding_distance_assignment(pareto) # assigns distance assert all([three_five.crowd_compare(other) == -1 for other in pareto[2:]]) assert all([five_three.crowd_compare(other) == -1 for other in pareto[2:]]) ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 7
| 0
| 2,353
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom typing import List, Tuple\nfrom gama.genetic_programming.nsga2 import (\n NSGAMeta,\n fast_non_dominated_sort,\n crowding_distance_assignment,\n)\n\n\ndef _tuples_to_NSGAMeta(tuples: List[Tuple]) -> List[NSGAMeta]:\n \"\"\" Converts a list of tuples to NSGAMeta objects. \"\"\"\n # Can't declare it directly in a loop as it does not create a new scope.\n def fetch_value(i):\n\n metrics = [fetch_value(i) for i in range(len(tuples[0]))]\n return [NSGAMeta(t, metrics) for t in tuples]\n\n\ndef test_nsgameta_value_assignment():\n pareto = _tuples_to_NSGAMeta([(3, 5), (5, 3), (4, 4)])\n three_five, five_three, four_four = pareto\n\n assert three_five.values == (3, 5)\n assert five_three.values == (5, 3)\n assert four_four.values == (4, 4)\n\n\ndef test_dominates():\n pareto = _tuples_to_NSGAMeta([(3, 5), (5, 3), (2, 4)])\n three_five, five_three, two_four = pareto\n\n assert not three_five.dominates(five_three)\n assert not five_three.dominates(three_five)\n\n assert three_five.dominates(two_four)\n assert not two_four.dominates(three_five)\n\n assert not five_three.dominates(two_four)\n assert not two_four.dominates(five_three)\n\n\ndef test_crowding_distance_assignment():\n pareto = _tuples_to_NSGAMeta([(3, 5), (5, 3), (4, 4)])\n three_five, five_three, four_four = pareto\n crowding_distance_assignment(pareto)\n\n assert three_five.distance == float(\"inf\")\n assert five_three.distance == float(\"inf\")\n assert four_four.distance == 2\n\n\ndef test_crowding_distance_assignment_inf():\n pareto = _tuples_to_NSGAMeta([(3, float(\"inf\")), (5, 3), (4, 4)])\n three_inf, five_three, four_four = pareto\n crowding_distance_assignment(pareto)\n\n assert three_inf.distance == float(\"inf\")\n assert five_three.distance == float(\"inf\")\n # In our implementation, we ignore 'axis' that contain inf values.\n assert four_four.distance == 1\n\n\ndef test_crowd_compare():\n pareto = _tuples_to_NSGAMeta([(3, 5), (5, 3), (4, 4), (4.01, 3.99), (4.5, 3.5)])\n three_five, five_three, four_four, approx_four_four, half_half = pareto\n fast_non_dominated_sort(pareto) # assigns rank\n crowding_distance_assignment(pareto) # assigns distance\n\n assert all([three_five.crowd_compare(other) == -1 for other in pareto[2:]])\n assert all([five_three.crowd_compare(other) == -1 for other in pareto[2:]])\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
53f16f379316b618805c2343722f2905bbfec891
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # File taken from https://github.com/Ouranosinc/pavics-vdb/blob/master/catalog/tds.py """Utility function to parse metadata from a THREDDS Data Server catalog.""" def walk(cat, depth=1): """Return a generator walking a THREDDS data catalog for datasets. Parameters ---------- cat : TDSCatalog THREDDS catalog. depth : int Maximum recursive depth. Setting 0 will return only datasets within the top-level catalog. If None, depth is set to 1000. """ yield from cat.datasets.items() if depth is None: depth = 1000 if depth > 0: for name, ref in cat.catalog_refs.items(): child = ref.follow() yield from walk(child, depth=depth-1) def attrs_from_ds(ds): """Extract attributes from TDS Dataset.""" url = ds.access_urls["NCML"] attrs = attrs_from_ncml(url) attrs["__services__"] = ds.access_urls return attrs def attrs_from_ncml(url): """Extract attributes from NcML file. Parameters ---------- url : str Link to NcML service of THREDDS server for a dataset. Returns ------- dict Global attribute values keyed by facet names, with variable attributes in `__variable__` nested dict, and additional specialized attributes in `__group__` nested dict. """ import lxml.etree import requests parser = lxml.etree.XMLParser(encoding='UTF-8') ns = {"ncml": "http://www.unidata.ucar.edu/namespaces/netcdf/ncml-2.2"} # Parse XML content - UTF-8 encoded documents need to be read as bytes xml = requests.get(url).content doc = lxml.etree.fromstring(xml, parser=parser) nc = doc.xpath("/ncml:netcdf", namespaces=ns)[0] # Extract global attributes out = _attrib_to_dict(nc.xpath("ncml:attribute", namespaces=ns)) # Extract group attributes gr = {} for group in nc.xpath("ncml:group", namespaces=ns): gr[group.attrib["name"]] = _attrib_to_dict(group.xpath("ncml:attribute", namespaces=ns)) # Extract variable attributes va = {} for variable in nc.xpath("ncml:variable", namespaces=ns): if '_CoordinateAxisType' in variable.xpath("ncml:attribute/@name", namespaces=ns): continue va[variable.attrib["name"]] = _attrib_to_dict(variable.xpath("ncml:attribute", namespaces=ns)) out["__group__"] = gr out["__variable__"] = va return out def _attrib_to_dict(elems): """Convert element attributes to dictionary. Ignore attributes with names starting with _ """ hidden_prefix = "_" out = {} for e in elems: a = e.attrib if a["name"].startswith(hidden_prefix): continue out[a["name"] = a["value"] return out
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 7 • Unclosed '[' at line 92 - expected ']' • SyntaxError: '[' was never closed at line 92 Fixes: • Add closing quote at line 7 • Add closing ']' bracket • Review code syntax
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 4
| 0
| 2,737
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# File taken from https://github.com/Ouranosinc/pavics-vdb/blob/master/catalog/tds.py\n\n\"\"\"Utility function to parse metadata from a THREDDS Data Server catalog.\"\"\"\n\n\ndef walk(cat, depth=1):\n \"\"\"Return a generator walking a THREDDS data catalog for datasets.\n\n Parameters\n ----------\n cat : TDSCatalog\n THREDDS catalog.\n depth : int\n Maximum recursive depth. Setting 0 will return only datasets within the top-level catalog. If None,\n depth is set to 1000.\n \"\"\"\n yield from cat.datasets.items()\n if depth is None:\n depth = 1000\n\n if depth > 0:\n for name, ref in cat.catalog_refs.items():\n child = ref.follow()\n yield from walk(child, depth=depth-1)\n\n\ndef attrs_from_ds(ds):\n \"\"\"Extract attributes from TDS Dataset.\"\"\"\n url = ds.access_urls[\"NCML\"]\n attrs = attrs_from_ncml(url)\n attrs[\"__services__\"] = ds.access_urls\n return attrs\n\n\ndef attrs_from_ncml(url):\n \"\"\"Extract attributes from NcML file.\n\n Parameters\n ----------\n url : str\n Link to NcML service of THREDDS server for a dataset.\n\n Returns\n -------\n dict\n Global attribute values keyed by facet names, with variable attributes in `__variable__` nested dict, and\n additional specialized attributes in `__group__` nested dict.\n \"\"\"\n import lxml.etree\n import requests\n parser = lxml.etree.XMLParser(encoding='UTF-8')\n\n ns = {\"ncml\": \"http://www.unidata.ucar.edu/namespaces/netcdf/ncml-2.2\"}\n\n # Parse XML content - UTF-8 encoded documents need to be read as bytes\n xml = requests.get(url).content\n doc = lxml.etree.fromstring(xml, parser=parser)\n nc = doc.xpath(\"/ncml:netcdf\", namespaces=ns)[0]\n\n # Extract global attributes\n out = _attrib_to_dict(nc.xpath(\"ncml:attribute\", namespaces=ns))\n\n # Extract group attributes\n gr = {}\n for group in nc.xpath(\"ncml:group\", namespaces=ns):\n gr[group.attrib[\"name\"]] = _attrib_to_dict(group.xpath(\"ncml:attribute\", namespaces=ns))\n\n # Extract variable attributes\n va = {}\n for variable in nc.xpath(\"ncml:variable\", namespaces=ns):\n if '_CoordinateAxisType' in variable.xpath(\"ncml:attribute/@name\", namespaces=ns):\n continue\n va[variable.attrib[\"name\"]] = _attrib_to_dict(variable.xpath(\"ncml:attribute\", namespaces=ns))\n\n out[\"__group__\"] = gr\n out[\"__variable__\"] = va\n\n return out\n\n\ndef _attrib_to_dict(elems):\n \"\"\"Convert element attributes to dictionary.\n\n Ignore attributes with names starting with _\n \"\"\"\n hidden_prefix = \"_\"\n out = {}\n for e in elems:\n a = e.attrib\n if a[\"name\"].startswith(hidden_prefix):\n continue\n out[a[\"name\"] = a[\"value\"]\n return out"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 7\n \u2022 Unclosed '[' at line 92 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 92\n\n Fixes:\n \u2022 Add closing quote at line 7\n \u2022 Add closing ']' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
53f1e3a9ae5af85a04a5bf0c18896233f3416fe3
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- class BinaryTree(object): def __init__(self): self.left = None self.right = None self.val = None def deep_update(d1, d2): """ Adds key-value pairs in d2 to d1. Conflicts are resolved in favour of d2. Recurses into all values in d2 which belong to the collections.Mapping abstract base class. Parameters ---------- d1 : collections.Mapping Base dictionary d2 : collections.Mapping Dictionary with updated values Returns ------- d1 : collections.Mapping Updated dictionary """ for k, v in d2.iteritems(): if isinstance(v, collections.Mapping): d1[k] = deep_update(d1.get(k, {}), v) else: d1[k] = v return d1 def nodes(tree): """ Return a list of values at every node of a tree. Parameters ---------- tree : BinaryTree BinaryTree to extract nodes from. Returns ------- nodelist : list List of values at tree nodes. """ Error: SyntaxError / EOF
|
Fixed Code: # -*- coding: utf-8 -*- class BinaryTree(object): def __init__(self): self.left = None self.right = None self.val = None def deep_update(d1, d2): """ Adds key-value pairs in d2 to d1. Conflicts are resolved in favour of d2. Recurses into all values in d2 which belong to the collections.Mapping abstract base class. Parameters ---------- d1 : collections.Mapping Base dictionary Explanation: Complete the truncated code structure
|
advanced
|
ui
|
error_fixing
|
Pythoncode:Python
| 5
| 1
| 1,050
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nclass BinaryTree(object):\n def __init__(self):\n self.left = None\n self.right = None\n self.val = None\n\n\ndef deep_update(d1, d2):\n \"\"\"\n Adds key-value pairs in d2 to d1. Conflicts are resolved in favour of d2.\n\n Recurses into all values in d2 which belong to the collections.Mapping\n abstract base class.\n\n Parameters\n ----------\n d1 : collections.Mapping\n Base dictionary\n d2 : collections.Mapping\n Dictionary with updated values\n\n Returns\n -------\n d1 : collections.Mapping\n Updated dictionary\n \"\"\"\n\n for k, v in d2.iteritems():\n if isinstance(v, collections.Mapping):\n d1[k] = deep_update(d1.get(k, {}), v)\n else:\n d1[k] = v\n return d1\n\n\ndef nodes(tree):\n \"\"\"\n Return a list of values at every node of a tree.\n\n Parameters\n ----------\n tree : BinaryTree\n BinaryTree to extract nodes from.\n\n Returns\n -------\n nodelist : list\n List of values at tree nodes.\n \"\"\"\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n\nclass BinaryTree(object):\n def __init__(self):\n self.left = None\n self.right = None\n self.val = None\n\n\ndef deep_update(d1, d2):\n \"\"\"\n Adds key-value pairs in d2 to d1. Conflicts are resolved in favour of d2.\n\n Recurses into all values in d2 which belong to the collections.Mapping\n abstract base class.\n\n Parameters\n ----------\n d1 : collections.Mapping\n Base dictionary\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
53f27d7f999c3ddce62ec7074bca13f18a96eb7b
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import numpy as np import random from collections import namedtuple def generate_prob_matrix(n): matrix = np.random.rand(n, n) for i in range(n): matrix[i][i] = 0 for i in range(n): matrix[i] = (1/np.sum(matrix[i]))*matrix[i] return matrix def categorical(p): return np.random.choice(len(p), 1, p=p)[0] Drone = namedtuple('Drone', 'speed probability') Site = namedtuple('Site', 'location') class System: def __init__(self, sites, drones): self.sites = {} self.drones = {} n = len(sites) for i, drone in enumerate(drones): self.drones[i] = drone for i, site in enumerate(sites): self.sites[i] = site distance = np.zeros([n, n]) for i in range(n): for j in range(n): if i < j: x = np.subtract(sites[i], sites[j]) d = np.linalg.norm(x) distance[i][j] = d distance[j][i] = d self.distance = distance def get_site(self, site_id): return self.sites[site_id] def get_drone(self, drone_id): return self.drones[drone_id] ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def compute_path_distance(self, path): n = len(path) d = 0 for i in range(n - 1): d += self.distance[path[i]][path[i + 1]]
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advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 11
| 1
| 1,190
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\nimport numpy as np\nimport random\nfrom collections import namedtuple\n\n\ndef generate_prob_matrix(n):\n matrix = np.random.rand(n, n)\n\n for i in range(n):\n matrix[i][i] = 0\n\n for i in range(n):\n matrix[i] = (1/np.sum(matrix[i]))*matrix[i]\n\n return matrix\n\n\ndef categorical(p):\n return np.random.choice(len(p), 1, p=p)[0]\n\n\nDrone = namedtuple('Drone', 'speed probability')\nSite = namedtuple('Site', 'location')\n\n\nclass System:\n\n def __init__(self, sites, drones):\n self.sites = {}\n self.drones = {}\n n = len(sites)\n\n for i, drone in enumerate(drones):\n self.drones[i] = drone\n\n for i, site in enumerate(sites):\n self.sites[i] = site\n\n distance = np.zeros([n, n])\n for i in range(n):\n for j in range(n):\n if i < j:\n x = np.subtract(sites[i], sites[j])\n d = np.linalg.norm(x)\n distance[i][j] = d\n distance[j][i] = d\n self.distance = distance\n\n def get_site(self, site_id):\n return self.sites[site_id]\n\n def get_drone(self, drone_id):\n return self.drones[drone_id]\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 def compute_path_distance(self, path):\n n = len(path)\n d = 0\n for i in range(n - 1):\n d += self.distance[path[i]][path[i + 1]]"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
53f2926766ffb4a7606e6a1c06800d6ce10ac775
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2022 The Orbit 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. """Tests for orbit.actions.conditional_action.""" from orbit import actions import tensorflow as tf class ConditionalActionTest(tf.test.TestCase): def test_conditional_action(self): # Define a function to raise an AssertionError, since we can't in a lambda. def raise_assertion(arg): raise AssertionError(str(arg)) conditional_action = actions.ConditionalAction( condition=lambda x: x['value'], action=raise_assertion) conditional_action({'value': False}) # Nothing is raised. with self.assertRaises(AssertionError) as ctx: conditional_action({'value': True}) self.assertEqual(ctx.exception.message, "{'value': True}") if __name__ == '__main__': tf.test.main()
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Functions: test_conditional_action, raise_assertion Classes: ConditionalActionTest This code demonstrates Pythoncode:Python programming.
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advanced
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testing
|
code_explanation
|
Pythoncode:Python
| 2
| 1
| 1,325
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2022 The Orbit 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\n\"\"\"Tests for orbit.actions.conditional_action.\"\"\"\n\nfrom orbit import actions\n\nimport tensorflow as tf\n\n\nclass ConditionalActionTest(tf.test.TestCase):\n\n def test_conditional_action(self):\n # Define a function to raise an AssertionError, since we can't in a lambda.\n def raise_assertion(arg):\n raise AssertionError(str(arg))\n\n conditional_action = actions.ConditionalAction(\n condition=lambda x: x['value'], action=raise_assertion)\n\n conditional_action({'value': False}) # Nothing is raised.\n with self.assertRaises(AssertionError) as ctx:\n conditional_action({'value': True})\n self.assertEqual(ctx.exception.message, \"{'value': True}\")\n\n\nif __name__ == '__main__':\n tf.test.main()"}, {"role": "assistant", "content": " Functions: test_conditional_action, raise_assertion\n Classes: ConditionalActionTest\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
53f4891624f4d3bc5f0cf1971fce25d204c1cf18
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/python ################################################################################ # DOCUMENTS # # Justin Dierking # justin.l.dierking.civ@mail.mil # 614 692 2050 # # 04/22/2018 Original Construction ################################################################################ import traceback import json class Task: def __init__(self): self.output = [] self.status = STATUS_NOT_EXECUTED def execute(self, cli): try: keys = cli.AGTCollections("tags") self.status = STATUS
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • SyntaxError: expected 'except' or 'finally' block at line 24 Fixes: • Complete the expression on the last line • Review code syntax
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advanced
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database
|
syntax_repair
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Pythoncode:Python
| 2
| 1
| 564
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/python\n################################################################################\n# DOCUMENTS\n#\n# Justin Dierking\n# justin.l.dierking.civ@mail.mil\n# 614 692 2050\n#\n# 04/22/2018 Original Construction\n################################################################################\n\nimport traceback\nimport json\n\nclass Task:\n def __init__(self):\n self.output = []\n self.status = STATUS_NOT_EXECUTED\n\n def execute(self, cli):\n try:\n keys = cli.AGTCollections(\"tags\")\n \n self.status = STATUS"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 SyntaxError: expected 'except' or 'finally' block at line 24\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
53f4cffa9d98d6fc50ab66c96fe1f4f487091562
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import vigra import numpy import pylab from seglib import cgp2d from seglib.preprocessing import norm01 import seglib.edge_detectors.pixel as edp import seglib.region_descriptors.pixel as rdp from seglib.preprocessing import norm01 from seglib.histogram import jointHistogram,histogram from seglib.region_descriptors.pixel.sift import denseSift # change me to your path img = "img/text.jpg" img = numpy.squeeze(vigra.readImage(img))#[0:75,0:75,:] binCount = 30 sigma = 1.5 histImg = numpy.zeros(img.shape[0:2]+(binCount*3,)) imgBig = None sizes = [3,4,5,8,10,15,20,25,40,100] scalings = [5,10,15] for size in sizes: for scaling in scalings: size = int (size) scaling = float(scaling) print size,scaling labels ,nseg= vigra.analysis.slicSuperpixels(vigra.colors.transform_RGB2Lab(img),scaling,size) labels = vigra.analysis.labelImage(labels).astype(numpy.uint64) cgp,tgrid = cgp2d.cgpFromLabels(labels) if imgBig is None: imgBig=vigra.sampling.resize(img,cgp.shape) #cgp2d.visualize(imgBig,cgp=cgp)
|
print "accumulate cell " hist = cgp.accumulateCellHistogram(cellType=2,image=img,binCount=binCount,sigma=sigma) hist = hist.reshape([cgp.numCells(2),-1]) for c in range(histImg.shape[2]): histImg[:,:,c] += (size)*cgp.featureToImage(cellType=2,features=hist[:,c],ignoreInactive=False,useTopologicalShape=False) histImg=numpy.require(histImg,dtype=numpy.float32) histImg=vigra.taggedView(histImg, 'xyc') histImg = vigra.gaussianSmoothing(histImg,sigma=1.0) #for c in range(histImg.shape[2]): # #print c # pylab.imshow( numpy.swapaxes( norm01(histImg[:,:,c]) ,0,1) ) # pylab.show() # # print "hist",hist.shape imgdt = rdp.deepDetexturize(srcImg=img,img=histImg,nIteration=10, nCluster=10,reductionAlg='pca',nldEdgeThreshold=10.0,nldScale=10.0,distance=None)#'cityblock')
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intermediate
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database
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code_completion
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Pythoncode:Python
| 0
| 0
| 1,932
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport vigra\nimport numpy\nimport pylab\n\nfrom seglib import cgp2d \nfrom seglib.preprocessing import norm01\nimport seglib.edge_detectors.pixel as edp\nimport seglib.region_descriptors.pixel as rdp\nfrom seglib.preprocessing import norm01\nfrom seglib.histogram import jointHistogram,histogram\nfrom seglib.region_descriptors.pixel.sift import denseSift\n\n\n# change me to your path\nimg = \"img/text.jpg\"\nimg = numpy.squeeze(vigra.readImage(img))#[0:75,0:75,:]\n\nbinCount = 30 \nsigma = 1.5\nhistImg = numpy.zeros(img.shape[0:2]+(binCount*3,))\n\nimgBig = None\n\nsizes = [3,4,5,8,10,15,20,25,40,100]\nscalings = [5,10,15]\n\n\nfor size in sizes:\n for scaling in scalings:\n\n size = int (size)\n scaling = float(scaling)\n\n print size,scaling\n\n labels ,nseg= vigra.analysis.slicSuperpixels(vigra.colors.transform_RGB2Lab(img),scaling,size)\n labels = vigra.analysis.labelImage(labels).astype(numpy.uint64)\n cgp,tgrid = cgp2d.cgpFromLabels(labels)\n\n if imgBig is None:\n imgBig=vigra.sampling.resize(img,cgp.shape)\n #cgp2d.visualize(imgBig,cgp=cgp)"}, {"role": "assistant", "content": "\n\n\n print \"accumulate cell \"\n hist = cgp.accumulateCellHistogram(cellType=2,image=img,binCount=binCount,sigma=sigma)\n hist = hist.reshape([cgp.numCells(2),-1])\n\n\n\n for c in range(histImg.shape[2]):\n histImg[:,:,c] += (size)*cgp.featureToImage(cellType=2,features=hist[:,c],ignoreInactive=False,useTopologicalShape=False)\n\nhistImg=numpy.require(histImg,dtype=numpy.float32)\nhistImg=vigra.taggedView(histImg, 'xyc')\n\n\nhistImg = vigra.gaussianSmoothing(histImg,sigma=1.0)\n\n#for c in range(histImg.shape[2]):\n# #print c\n# pylab.imshow( numpy.swapaxes( norm01(histImg[:,:,c]) ,0,1) )\n# pylab.show()\n#\n# print \"hist\",hist.shape\n\n\nimgdt = rdp.deepDetexturize(srcImg=img,img=histImg,nIteration=10,\n nCluster=10,reductionAlg='pca',nldEdgeThreshold=10.0,nldScale=10.0,distance=None)#'cityblock')"}]
| false
| null | null | null |
53f8fdaf42e35a017e458aac366d4271e4baa22e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from datetime import date from django.conf import settings from django.db import models # Create your models here. def user_directory_path(instance, filename): # file will be uploaded to MEDIA_ROOT/user_<id>/<filename> today = date.today() return
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
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advanced
|
database
|
error_detection
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Pythoncode:Python
| 2
| 1
| 260
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom datetime import date\nfrom django.conf import settings\nfrom django.db import models\n\n\n# Create your models here.\ndef user_directory_path(instance, filename):\n # file will be uploaded to MEDIA_ROOT/user_<id>/<filename>\n today = date.today()\n return"}, {"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
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CRITICAL
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53fa17d1fb343f99d7928294d83a0d41844594ce
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: #-*- coding：utf-8 -*- # &Author AnFany # 引入方法 import Kmeans_AnFany as K_Af # AnFany import Kmeans_Sklearn as K_Sk # Sklearn import matplotlib.pyplot as plt from pylab import mpl # 作图显示中文 mpl.rcParams['font.sans-serif'] = ['FangSong'] # 设置中文字体新宋体 mpl.rcParams['axes.unicode_minus'] = False import numpy as np # 利用sklearn生成数据集 from sklearn.datasets import make_blobs X, Y = make_blobs(n_samples=600, centers=6, n_features=2) # 绘制散点图 def fig_scatter(exdata, eydata, titl='训练数据散点图', co=['r', 'g', 'k', 'b', 'y', 'm'], marker=['o','^','H','v','d','>']): typeclass = sorted(list(set(eydata))) for ii in range(len(typeclass)): datax = exdata[eydata == typeclass[ii]] plt.scatter(datax[:, 0], datax[:, -1], c=co[ii], s=50, marker=marker[ii]) plt.title(titl) #plt.legend(['%d类'%i for i in typeclass], bbox_to_anchor=(1.2, 0.9)) plt.xlabel('特征1') plt.ylabel('特征2') # 调用不同的方法 # AnFany kresult = K_Af.op_kmeans(X, countcen=6) # Sklearn sk = K_Sk.KMeans(init='k-means++', n_clusters=6, n_init=10) train = sk.fit(X) result = sk.predict(X) skru = K_Sk.trans(result) #绘制算法后的类别的散点图 def sca(Xdata, Center, signdict, co=['r', 'g', 'y', 'b', 'c', 'm'], marker=['o','^','H','s','d','*'], titl = 'AnFany 结果'): du = 1 for jj in signdict: xdata = Xdata[signdict[jj]] plt.scatter(xdata[:, 0], xdata[:, -1], c=co[jj], s=50, marker=marker[jj], label='%d类' % jj) # 绘制样本散点图 for ss in Center: if du: plt.scatter(ss[0], ss[1], c='k', s=100, marker='8', label='类别中心') #绘制类别中心点 du = 0 else: plt.scatter(ss[0], ss[1], c='k', s=100, marker='8') # 绘制类别中心点 plt.legend(bbox_to_anchor=(1.2, 1)) plt.title(titl) plt.xlabel('特征1') plt.ylabel('特征2') # Complete this line # 定义欧几里得距离 def dis(sample, center): cen = np.array([center]) sample = np.array(sample) if len(sample) != 0: usb = np.sum((sample - cen) ** 2, axis=1) ** 0.5 return usb else: return 0 # 计算最终的分类结果的成本值 def Cost(Xdata, typedict): center = {} for kk in typedict: center[kk] = np.mean(Xdata[typedict[kk]], axis=0) # 均值 cio = 0 for cc in typedict: cio += np.sum(dis(Xdata[typedict[cc]], center[cc])) return cio # 最终的结果展示 plt.subplot(2, 2, 1) fig_scatter(X, Y) plt.subplot(2, 2, 2) sca(X, kresult[0], kresult[2]) plt.subplot(2, 2, 3) sca(X, train.cluster_centers_, skru, titl='Sklearn 结果') plt.subplot(2, 2, 4) plt.axis('off') plt.text(0.3, 0.6, 'AnFany 最终的分类成本值为：%.5f'%Cost(X, kresult[2])) plt.text(0.3, 0.3, 'Sklearn 最终的分类成本值为：%.5f'%Cost(X, skru)) plt.show()
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The missing line is:
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intermediate
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machine_learning
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fill_in_the_blank
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Pythoncode:Python
| 4
| 0
| 2,713
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#-*- coding\uff1autf-8 -*-\r\n# &Author AnFany\r\n\r\n# \u5f15\u5165\u65b9\u6cd5\r\nimport Kmeans_AnFany as K_Af # AnFany\r\nimport Kmeans_Sklearn as K_Sk # Sklearn\r\nimport matplotlib.pyplot as plt\r\nfrom pylab import mpl # \u4f5c\u56fe\u663e\u793a\u4e2d\u6587\r\nmpl.rcParams['font.sans-serif'] = ['FangSong'] # \u8bbe\u7f6e\u4e2d\u6587\u5b57\u4f53\u65b0\u5b8b\u4f53\r\nmpl.rcParams['axes.unicode_minus'] = False\r\nimport numpy as np\r\n\r\n# \u5229\u7528sklearn\u751f\u6210\u6570\u636e\u96c6\r\nfrom sklearn.datasets import make_blobs\r\nX, Y = make_blobs(n_samples=600, centers=6, n_features=2)\r\n\r\n# \u7ed8\u5236\u6563\u70b9\u56fe\r\ndef fig_scatter(exdata, eydata, titl='\u8bad\u7ec3\u6570\u636e\u6563\u70b9\u56fe', co=['r', 'g', 'k', 'b', 'y', 'm'], marker=['o','^','H','v','d','>']):\r\n typeclass = sorted(list(set(eydata)))\r\n for ii in range(len(typeclass)):\r\n datax = exdata[eydata == typeclass[ii]]\r\n plt.scatter(datax[:, 0], datax[:, -1], c=co[ii], s=50, marker=marker[ii])\r\n plt.title(titl)\r\n #plt.legend(['%d\u7c7b'%i for i in typeclass], bbox_to_anchor=(1.2, 0.9))\r\n plt.xlabel('\u7279\u5f811')\r\n plt.ylabel('\u7279\u5f812')\r\n\r\n# \u8c03\u7528\u4e0d\u540c\u7684\u65b9\u6cd5\r\n\r\n# AnFany\r\nkresult = K_Af.op_kmeans(X, countcen=6)\r\n\r\n\r\n# Sklearn\r\nsk = K_Sk.KMeans(init='k-means++', n_clusters=6, n_init=10)\r\n\r\ntrain = sk.fit(X)\r\nresult = sk.predict(X)\r\nskru = K_Sk.trans(result)\r\n\r\n\r\n\r\n#\u7ed8\u5236\u7b97\u6cd5\u540e\u7684\u7c7b\u522b\u7684\u6563\u70b9\u56fe\r\ndef sca(Xdata, Center, signdict, co=['r', 'g', 'y', 'b', 'c', 'm'], marker=['o','^','H','s','d','*'], titl = 'AnFany \u7ed3\u679c'):\r\n du = 1\r\n for jj in signdict:\r\n xdata = Xdata[signdict[jj]]\r\n plt.scatter(xdata[:, 0], xdata[:, -1], c=co[jj], s=50, marker=marker[jj], label='%d\u7c7b' % jj) # \u7ed8\u5236\u6837\u672c\u6563\u70b9\u56fe\r\n for ss in Center:\r\n if du:\r\n plt.scatter(ss[0], ss[1], c='k', s=100, marker='8', label='\u7c7b\u522b\u4e2d\u5fc3') #\u7ed8\u5236\u7c7b\u522b\u4e2d\u5fc3\u70b9\r\n du = 0\r\n else:\r\n plt.scatter(ss[0], ss[1], c='k', s=100, marker='8') # \u7ed8\u5236\u7c7b\u522b\u4e2d\u5fc3\u70b9\r\n\r\n plt.legend(bbox_to_anchor=(1.2, 1))\r\n plt.title(titl)\r\n plt.xlabel('\u7279\u5f811')\r\n plt.ylabel('\u7279\u5f812')\r\n # Complete this line\n# \u5b9a\u4e49\u6b27\u51e0\u91cc\u5f97\u8ddd\u79bb\r\ndef dis(sample, center):\r\n cen = np.array([center])\r\n sample = np.array(sample)\r\n if len(sample) != 0:\r\n usb = np.sum((sample - cen) ** 2, axis=1) ** 0.5\r\n return usb\r\n else:\r\n return 0\r\n# \u8ba1\u7b97\u6700\u7ec8\u7684\u5206\u7c7b\u7ed3\u679c\u7684\u6210\u672c\u503c\r\ndef Cost(Xdata, typedict):\r\n center = {}\r\n for kk in typedict:\r\n center[kk] = np.mean(Xdata[typedict[kk]], axis=0) # \u5747\u503c\r\n cio = 0\r\n for cc in typedict:\r\n cio += np.sum(dis(Xdata[typedict[cc]], center[cc]))\r\n return cio\r\n\r\n# \u6700\u7ec8\u7684\u7ed3\u679c\u5c55\u793a\r\nplt.subplot(2, 2, 1)\r\nfig_scatter(X, Y)\r\n\r\nplt.subplot(2, 2, 2)\r\nsca(X, kresult[0], kresult[2])\r\n\r\nplt.subplot(2, 2, 3)\r\nsca(X, train.cluster_centers_, skru, titl='Sklearn \u7ed3\u679c')\r\n\r\nplt.subplot(2, 2, 4)\r\nplt.axis('off')\r\nplt.text(0.3, 0.6, 'AnFany \u6700\u7ec8\u7684\u5206\u7c7b\u6210\u672c\u503c\u4e3a\uff1a%.5f'%Cost(X, kresult[2]))\r\nplt.text(0.3, 0.3, 'Sklearn \u6700\u7ec8\u7684\u5206\u7c7b\u6210\u672c\u503c\u4e3a\uff1a%.5f'%Cost(X, skru))\r\n\r\nplt.show()"}, {"role": "assistant", "content": "The missing line is:"}]
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53fa743e6670e6a8830a736afc87f494f4f511b4
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: #!/usr/bin/env python ... [1 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 3: ... [1 more functiondefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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beginner
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general
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debugging
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Pythoncode:Python
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| 69
| false
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 3: ... [1 more functiondefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
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53faaa8c310593f3046382b5d7e3fa8922d7e1b7
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: from Enigma.Rotor import Rotor from Enigma.Reflector import Reflector from Enigma.Plugboard import Plugboard class Enigma: def __init__(self , rotors = [ Rotor(0,"IC") , Rotor(0,"IIC") , Rotor(0,"IIIC") ] , plugboard = Plugboard() , reflector = Reflector("A")): self.rotors = rotors for i in range(len(rotors)): if i + 1 < len(rotors): rotors[i].on("Sidereal", lambda *args: rotors[i+1].step()) self.Plugboard = plugboard; self.Reflector = reflector; def encrypt(self,data): data = data.upper().replace(" ",""); string = ""; for char in data: string += self.each(char,True); return string; def decrypt(self,data): data = data.upper(); string = ""; for char in data: string += self.each(char,False); return string; def each(self,char,flag): self.rotors[0].step() output = self.Plugboard.get(char) for rotor in self.rotors: if flag: output = rotor.scramble(output) else: output = rotor.unscramble(output) output = self.Reflector.get(output) for rotor in self.rotors[::-1]: if flag: output = rotor.scramble(output) else: output = rotor.unscramble(output) return self.Plugboard.get(output);
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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oop
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refactoring
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Pythoncode:Python
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom Enigma.Rotor import Rotor\nfrom Enigma.Reflector import Reflector\nfrom Enigma.Plugboard import Plugboard\n\nclass Enigma:\n \n def __init__(self , rotors = [ Rotor(0,\"IC\") , Rotor(0,\"IIC\") , Rotor(0,\"IIIC\") ] , plugboard = Plugboard() , reflector = Reflector(\"A\")): \n self.rotors = rotors\n for i in range(len(rotors)):\n if i + 1 < len(rotors):\n rotors[i].on(\"Sidereal\", lambda *args: rotors[i+1].step())\n self.Plugboard = plugboard;\n self.Reflector = reflector;\n\n def encrypt(self,data):\n data = data.upper().replace(\" \",\"\");\n string = \"\";\n for char in data:\n string += self.each(char,True);\n return string;\n\n def decrypt(self,data):\n data = data.upper();\n string = \"\";\n for char in data:\n string += self.each(char,False);\n return string;\n\n def each(self,char,flag):\n self.rotors[0].step()\n output = self.Plugboard.get(char)\n for rotor in self.rotors:\n if flag:\n output = rotor.scramble(output)\n else:\n output = rotor.unscramble(output)\n output = self.Reflector.get(output)\n for rotor in self.rotors[::-1]:\n if flag:\n output = rotor.scramble(output) \n else:\n output = rotor.unscramble(output) \n return self.Plugboard.get(output);"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
53fac3e7275b1080c646a6ed12952be14a9e25f1
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # Copyright 2013-2020 Lawrence Livermore National Security, LLC and other # Spack Project Developers. See the top-level COPYRIGHT file for details. # # SPDX-License-Identifier: (Apache-2.0 OR MIT) from spack import * class Exiv2(CMakePackage): """Exiv2 is a Cross-platform C++ library and a command line utility to manage image metadata """ homepage = "https://www.exiv2.org/" url = "https://github.com/Exiv2/exiv2/archive/v0.27.2.tar.gz" version('0.27.2', sha256='3dbcaf01fbc5b98d42f091d1ff0d4b6cd9750dc724de3d9c0d113948570b2934') depends_on('zlib', type='link') depends_on('expat@2.2.6:', type='link')
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 10 ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 20 💡 Suggestions: Add closing quote at line 10
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advanced
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api
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debugging
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Pythoncode:Python
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright 2013-2020 Lawrence Livermore National Security, LLC and other\n# Spack Project Developers. See the top-level COPYRIGHT file for details.\n#\n# SPDX-License-Identifier: (Apache-2.0 OR MIT)\n\nfrom spack import *\n\n\nclass Exiv2(CMakePackage):\n \"\"\"Exiv2 is a Cross-platform C++ library and a command line utility\n to manage image metadata\n \"\"\"\n\n homepage = \"https://www.exiv2.org/\"\n url = \"https://github.com/Exiv2/exiv2/archive/v0.27.2.tar.gz\"\n\n version('0.27.2', sha256='3dbcaf01fbc5b98d42f091d1ff0d4b6cd9750dc724de3d9c0d113948570b2934')\n\n depends_on('zlib', type='link')\n depends_on('expat@2.2.6:', type='link')"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 10\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 20\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 10"}]
| false
| null | null | null |
53fad9cdfe9f1c4fdba68eaa168284de33fce059
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: import math from django.contrib.auth import get_user_model from django.contrib.sites.shortcuts import get_current_site from django.core.mail import send_mail from django.template import loader from magicauth import settings as magicauth_settings from django.conf import settings as django_settings from magicauth.models import MagicToken import sendgrid from sendgrid import SendGridAPIClient from sendgrid.helpers.mail import Mail sg = sendgrid.SendGridAPIClient(django_settings.SENDGRID_API_KEY) class SendTokenMixin(object): """ Helper for sending an email containing a link containing the MagicToken. """ def create_token(self, user): token = MagicToken.objects.create(user=user) return token def get_user_from_email(self, user_email): """ Query the DB for the user corresponding to the email. - We use get_user_model() instead of User (in case the Django app has customised the User class) - We use magicauth_settings.EMAIL_FIELD, which is the name of the field in the user model. By default "username" but not always. """ user_class = get_user_model() email_field = magicauth_settings.EMAIL_FIELD field_lookup = {f"{email_field}__iexact": user_email} user = user_clas Error: SyntaxError: unterminated string literal
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Fixed Code: import math from django.contrib.auth import get_user_model from django.contrib.sites.shortcuts import get_current_site from django.core.mail import send_mail from django.template import loader from magicauth import settings as magicauth_settings from django.conf import settings as django_settings from magicauth.models import MagicToken import sendgrid from sendgrid import SendGridAPIClient from sendgrid.helpers.mail import Mail sg = sendgrid.SendGridAPIClient(django_settings.SENDGRID_API_KEY) class SendTokenMixin(object): """ Explanation: Close the string literal with matching quote
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advanced
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api
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error_fixing
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Pythoncode:Python
| 4
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| 1,307
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport math\n\nfrom django.contrib.auth import get_user_model\nfrom django.contrib.sites.shortcuts import get_current_site\nfrom django.core.mail import send_mail\nfrom django.template import loader\n\nfrom magicauth import settings as magicauth_settings\nfrom django.conf import settings as django_settings\nfrom magicauth.models import MagicToken\n\nimport sendgrid\nfrom sendgrid import SendGridAPIClient\nfrom sendgrid.helpers.mail import Mail\n\nsg = sendgrid.SendGridAPIClient(django_settings.SENDGRID_API_KEY)\n\n\nclass SendTokenMixin(object):\n \"\"\"\n Helper for sending an email containing a link containing the MagicToken.\n \"\"\"\n\n def create_token(self, user):\n token = MagicToken.objects.create(user=user)\n return token\n\n def get_user_from_email(self, user_email):\n \"\"\"\n Query the DB for the user corresponding to the email.\n - We use get_user_model() instead of User (in case the Django app has customised the User\n class)\n - We use magicauth_settings.EMAIL_FIELD, which is the name of the field in the user\n model. By default \"username\" but not always.\n \"\"\"\n user_class = get_user_model()\n email_field = magicauth_settings.EMAIL_FIELD\n field_lookup = {f\"{email_field}__iexact\": user_email}\n user = user_clas\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport math\n\nfrom django.contrib.auth import get_user_model\nfrom django.contrib.sites.shortcuts import get_current_site\nfrom django.core.mail import send_mail\nfrom django.template import loader\n\nfrom magicauth import settings as magicauth_settings\nfrom django.conf import settings as django_settings\nfrom magicauth.models import MagicToken\n\nimport sendgrid\nfrom sendgrid import SendGridAPIClient\nfrom sendgrid.helpers.mail import Mail\n\nsg = sendgrid.SendGridAPIClient(django_settings.SENDGRID_API_KEY)\n\n\nclass SendTokenMixin(object):\n \"\"\"\n\n Explanation: Close the string literal with matching quote"}]
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syntax
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MID_STRING
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CRITICAL
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53fb4aef0b525310a37b5aa5c278d91c9afe8fd1
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import os import sys ## {{{ http://code.activestate.com/recipes/52224/ (r1) def search_file(filename, search_path): """Given an os.pathsep divided `search_path`, find first occurrence of `filename`. Returns full path to file if found or None if unfound. """ file_found = False paths = search_path.split(os.pathsep) # paths = string.split(search_path, os.pathsep) for path in paths: if os.path.exists(os.path.join(path, filename)): file_found = True break if file_found: return os.path.abspath(os.path.join(path, filename)) else: return None ## end of http://code.activestate.com/recipes/52224/ }}} def all_casings(input_string): """Function to return a generator of all lettercase permutations of *input_string*. """ if not input_string: yield "" else: first = input_string[:1] if first.lower() == first.upper(): for sub_casing in all_casings(input_string[1:]): yield first + sub_casing else: for sub_casing in all_casings(input_string[1:]): yield first.lower() + sub_casing yield first.upper() + sub_casing def import_ignorecase(module, lenv=None): """Function to import *module* in any possible lettercase permutation. Returns module object if available, None if not. `lenv` is list (not str) of addl sys.path members to try. """ lenv = [] if lenv is None else lenv with add_path(lenv): modobj = None for per in list(all_casings(module)): try: modobj = __import__(per) except ImportError: pass else: break return modobj class add_path: """https://stackoverflow.com/a/39855753""" def __init__(self, paths): # paths must be list self.paths = paths def __enter__(self): for pth in reversed(self.paths): sys.path.insert(0, pth) def __exit__(self, exc_type, exc_value, traceback): for pth in self.paths: sys.path.remove(pth)
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 7 ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 💡 Suggestions: Add closing quote at line 7
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advanced
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api
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debugging
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Pythoncode:Python
| 6
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\nimport sys\n\n\n## {{{ http://code.activestate.com/recipes/52224/ (r1)\ndef search_file(filename, search_path):\n \"\"\"Given an os.pathsep divided `search_path`, find first occurrence of\n `filename`. Returns full path to file if found or None if unfound.\n\n \"\"\"\n file_found = False\n paths = search_path.split(os.pathsep)\n # paths = string.split(search_path, os.pathsep)\n for path in paths:\n if os.path.exists(os.path.join(path, filename)):\n file_found = True\n break\n if file_found:\n return os.path.abspath(os.path.join(path, filename))\n else:\n return None\n\n\n## end of http://code.activestate.com/recipes/52224/ }}}\n\n\ndef all_casings(input_string):\n \"\"\"Function to return a generator of all lettercase permutations\n of *input_string*.\n\n \"\"\"\n if not input_string:\n yield \"\"\n else:\n first = input_string[:1]\n if first.lower() == first.upper():\n for sub_casing in all_casings(input_string[1:]):\n yield first + sub_casing\n else:\n for sub_casing in all_casings(input_string[1:]):\n yield first.lower() + sub_casing\n yield first.upper() + sub_casing\n\n\ndef import_ignorecase(module, lenv=None):\n \"\"\"Function to import *module* in any possible lettercase\n permutation. Returns module object if available, None if not.\n `lenv` is list (not str) of addl sys.path members to try.\n\n \"\"\"\n lenv = [] if lenv is None else lenv\n\n with add_path(lenv):\n modobj = None\n for per in list(all_casings(module)):\n try:\n modobj = __import__(per)\n except ImportError:\n pass\n else:\n break\n\n return modobj\n\n\nclass add_path:\n \"\"\"https://stackoverflow.com/a/39855753\"\"\"\n\n def __init__(self, paths):\n # paths must be list\n self.paths = paths\n\n def __enter__(self):\n for pth in reversed(self.paths):\n sys.path.insert(0, pth)\n\n def __exit__(self, exc_type, exc_value, traceback):\n for pth in self.paths:\n sys.path.remove(pth)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 7\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 8\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 7"}]
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53fbcfdc398532d49a5138646d1108fbc979d12a
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import pytest import tensorflow as tf from deepctr.estimator import DCNEstimator from deepctr.models import DCN from ..utils import check_model, get_test_data, SAMPLE_SIZE, get_test_data_estimator, check_estimator, \ Estimator_TEST_TF1 @pytest.mark.parametrize( 'cross_num,hidden_size,sparse_feature_num,cross_parameterization', [(0, (8,), 2, 'vector'), (1, (), 1, 'vector'), (1, (8,), 3, 'vector'), (0, (8,), 2, 'matrix'), (1, (), 1, 'matrix'), (1, (8,), 3, 'matrix'), ] ) def test_DCN(cross_num, hidden_size, sparse_feature_num, cross_parameterization): model_name = "DCN" sample_size = SAMPLE_SIZE x, y, feature_columns = get_test_data(sample_size, sparse_feature_num=sparse_feature_num, dense_feature_num=sparse_feature_num) model = DCN(feature_columns, feature_columns, cross_num=cross_num, cross_parameterization=cross_parameterization, dnn_hidden_units=hidden_size, dnn_dropout=0.5) check_model(model, model_name, x, y) @pytest.mark.parametrize( 'cross_num,hidden_size,sparse_feature_num', [(1, (8,), 3) ] ) def test_DCNEstimator(cross_num, hidden_size, sparse_feature_num): if not Estimator_TEST_TF1 and tf.__version__ < "2.2.0": return model_name = "DCN" sample_size = SAMPLE_SIZE linear_feature_columns, dnn_feature_columns, input_fn = get_test_data_estimator(sample_size, sparse_feature_num=sparse_feature_num, dense_feature_num=sparse_feature_num) model = DCNEstimator(linear_feature_columns, dnn_feature_columns, cross_num=cross_num, dnn_hidden_units=hidden_size, dnn_dropout=0.5) check_estimator(model, input_fn) # def test_DCN_invalid(embedding_size=8, cross_num=0, hidden_size=()): # feature_dim_dict = {'sparse': [SparseFeat('sparse_1', 2), SparseFeat('sparse_2', 5), SparseFeat('sparse_3', 10)], # 'dense': [SparseFeat('dense_1', 1), SparseFeat('dense_1', 1), SparseFeat('dense_1', 1)]} # with pytest.raises(ValueError): # _ = DCN(None, embedding_size=embedding_size, cross_num=cross_num, dnn_hidden_units=hidden_size, dnn_dropout=0.5) if __name__ == "__main__": pass
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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
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| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport pytest\nimport tensorflow as tf\n\nfrom deepctr.estimator import DCNEstimator\nfrom deepctr.models import DCN\nfrom ..utils import check_model, get_test_data, SAMPLE_SIZE, get_test_data_estimator, check_estimator, \\\n Estimator_TEST_TF1\n\n\n@pytest.mark.parametrize(\n 'cross_num,hidden_size,sparse_feature_num,cross_parameterization',\n [(0, (8,), 2, 'vector'), (1, (), 1, 'vector'), (1, (8,), 3, 'vector'),\n (0, (8,), 2, 'matrix'), (1, (), 1, 'matrix'), (1, (8,), 3, 'matrix'),\n ]\n)\ndef test_DCN(cross_num, hidden_size, sparse_feature_num, cross_parameterization):\n model_name = \"DCN\"\n\n sample_size = SAMPLE_SIZE\n x, y, feature_columns = get_test_data(sample_size, sparse_feature_num=sparse_feature_num,\n dense_feature_num=sparse_feature_num)\n\n model = DCN(feature_columns, feature_columns, cross_num=cross_num, cross_parameterization=cross_parameterization,\n dnn_hidden_units=hidden_size, dnn_dropout=0.5)\n check_model(model, model_name, x, y)\n\n\n@pytest.mark.parametrize(\n 'cross_num,hidden_size,sparse_feature_num',\n [(1, (8,), 3)\n ]\n)\ndef test_DCNEstimator(cross_num, hidden_size, sparse_feature_num):\n if not Estimator_TEST_TF1 and tf.__version__ < \"2.2.0\":\n return\n model_name = \"DCN\"\n sample_size = SAMPLE_SIZE\n linear_feature_columns, dnn_feature_columns, input_fn = get_test_data_estimator(sample_size,\n sparse_feature_num=sparse_feature_num,\n dense_feature_num=sparse_feature_num)\n\n model = DCNEstimator(linear_feature_columns, dnn_feature_columns, cross_num=cross_num, dnn_hidden_units=hidden_size,\n dnn_dropout=0.5)\n check_estimator(model, input_fn)\n\n\n# def test_DCN_invalid(embedding_size=8, cross_num=0, hidden_size=()):\n# feature_dim_dict = {'sparse': [SparseFeat('sparse_1', 2), SparseFeat('sparse_2', 5), SparseFeat('sparse_3', 10)],\n# 'dense': [SparseFeat('dense_1', 1), SparseFeat('dense_1', 1), SparseFeat('dense_1', 1)]}\n# with pytest.raises(ValueError):\n# _ = DCN(None, embedding_size=embedding_size, cross_num=cross_num, dnn_hidden_units=hidden_size, dnn_dropout=0.5)\n\n\nif __name__ == \"__main__\":\n pass"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
53fbd095d48c73b6a23ec7ef2c3b6688ff51dfc5
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import os import subprocess import backoff class GSUtilResumableUploadException(Exception): pass def _decode_to_str_if_bytes(s, encoding="utf-8"): if isinstance(s, bytes): return s.decode(encoding) else: return s def authenticate(): try: credentials = os.environ["GOOGLE_APPLICATION_CREDENTIALS"] except KeyError: pass else: subprocess.check_call( ["gcloud", "auth", "activate-service-account", "--key-file", credentials] ) @backoff.on_exception(backoff.expo, GSUtilResumableUploadException, max_tries=3) def upload_dir(d, dest): try: # Pipe stderr to stdout because gsutil logs upload progress there. subprocess.check_output( ["gsutil", "-m", "rsync", "-r", "-e", d, dest], stderr=subprocess.STDOUT ) except subprocess.CalledProcessError as e: output = _decode_to_str_if_bytes(e.output) if "ResumableUploadException" in output: raise GSUtilResumableUploadException() else: raise e def download_directory(dir_, dest): os.makedirs(dest, exist_ok=True) subprocess.check_call(["gsutil", "-m", "rsync", "-r", dir_, dest]) def cp(source, d Error: SyntaxError: unterminated string literal
|
Fixed Code: import os import subprocess import backoff class GSUtilResumableUploadException(Exception): pass def _decode_to_str_if_bytes(s, encoding="utf-8"): if isinstance(s, bytes): return s.decode(encoding) else: return s def authenticate(): try: credentials = os.environ["GOOGLE_APPLICATION_CREDENTIALS"] Explanation: Close the string literal with matching quote
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 5
| 1
| 1,231
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport os\nimport subprocess\n\nimport backoff\n\n\nclass GSUtilResumableUploadException(Exception):\n pass\n\n\ndef _decode_to_str_if_bytes(s, encoding=\"utf-8\"):\n if isinstance(s, bytes):\n return s.decode(encoding)\n else:\n return s\n\n\ndef authenticate():\n try:\n credentials = os.environ[\"GOOGLE_APPLICATION_CREDENTIALS\"]\n except KeyError:\n pass\n else:\n subprocess.check_call(\n [\"gcloud\", \"auth\", \"activate-service-account\", \"--key-file\", credentials]\n )\n\n\n@backoff.on_exception(backoff.expo, GSUtilResumableUploadException, max_tries=3)\ndef upload_dir(d, dest):\n try:\n # Pipe stderr to stdout because gsutil logs upload progress there.\n subprocess.check_output(\n [\"gsutil\", \"-m\", \"rsync\", \"-r\", \"-e\", d, dest], stderr=subprocess.STDOUT\n )\n except subprocess.CalledProcessError as e:\n output = _decode_to_str_if_bytes(e.output)\n if \"ResumableUploadException\" in output:\n raise GSUtilResumableUploadException()\n else:\n raise e\n\n\ndef download_directory(dir_, dest):\n os.makedirs(dest, exist_ok=True)\n subprocess.check_call([\"gsutil\", \"-m\", \"rsync\", \"-r\", dir_, dest])\n\n\ndef cp(source, d\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport os\nimport subprocess\n\nimport backoff\n\n\nclass GSUtilResumableUploadException(Exception):\n pass\n\n\ndef _decode_to_str_if_bytes(s, encoding=\"utf-8\"):\n if isinstance(s, bytes):\n return s.decode(encoding)\n else:\n return s\n\n\ndef authenticate():\n try:\n credentials = os.environ[\"GOOGLE_APPLICATION_CREDENTIALS\"]\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
53fbe12da973d06be5b6afaae786b7644d276650
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import argparse from deploy_tix.bugzilla_rest_client import BugzillaRESTClient from deploy_tix.release_notes import ReleaseNotes from output_helper import OutputHelper ... [1 more functiondefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
data_processing
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 217
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport argparse\nfrom deploy_tix.bugzilla_rest_client import BugzillaRESTClient\nfrom deploy_tix.release_notes import ReleaseNotes\nfrom output_helper import OutputHelper\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
53fc42709c54959b0375cdc103e3419eb44ee072
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from visual import * print(""" Click to place spheres under falling string. Right button drag or Ctrl-drag to rotate view. Middle button drag or Alt-drag to zoom in or out. On a two-button mouse, middle is left + right. """) # David Scherer scene.title = "Drape" restlength = 0.02 m = 0.010 * restlength g = 9.8 dt = 0.002 k = 3 damp = (1-0)**dt nspheres = 3 floor = 0 # Create the stringy thing: band = curve( x = arange(-1,1,restlength), y = 1, radius = 0.02 ) band.p = band.pos * 0 scene.range = 1.5 scene.autoscale = 0 # Let the user position obstacles: spheres = [] for i in range(nspheres): s = sphere( pos = scene.mouse.getclick().pos, #(i*0.6 - 0.7,0.5 + i*0.1,0), radius = 0.25, color = (abs(sin(i)),cos(i)**2,(i%10)/10.0) ) spheres.append( s ) while True: rate(1.0 / dt) if scene.mouse.clicked: i = len(spheres) s = sphere( pos = scene.mouse.getclick().pos, radius = 0.25, color = (abs(sin(i)),cos(i)**2,(i%10)/10.0) ) spheres.append( s ) if floor: below = less(band.pos[:,1],-1) band.p[:,1] = where( below, 0, band.p[:,1] ) band.pos[:,1] = where( below, -1, band.pos[:,1] ) # need a more physical way to make 'damped springs' than this! band.p = band.p * damp #band.p[0] = 0 # nail down left endpoint #band.p[-1] = 0 # nail down right endpoint band.pos = band.pos + band.p/m*dt #gravity band.p[:,1] = band.p[:,1] - m * g * dt # force[n] is the force on point n from point n+1 (to the right): length = (band.pos[1:] - band.pos[:-1]) dist = sqrt(sum(length*length,-1)) force = k * ( dist - restlength ) force = length/dist[:,newaxis] * force[:,newaxis] band.p[:-1] = band.p[:-1] + force*dt band.p[1:] = band.p[1:] - force*dt # color based on "stretch": blue -> white -> red c = clip( dist/restlength * 0.5, 0, 2 ) # blue (compressed) -> white (relaxed) -> red (tension) band.red[1:] = where( less(c,1), c, 1 ) band.green[1:] = where( less(c,1), c, 2-c ) band.blue[1:] = where( less(c,1), 1, 2-c ) for s in spheres: spheres.append(s) # BUG: mutating while iterating dist = mag( band.pos - s.pos )[:,newaxis] inside = less( dist, s.radius ) if sometrue(inside): R = ( band.pos - s.pos ) / dist surface = s.pos + (s.radius)*R band.pos = surface*inside + band.pos*(1-inside) pdotR = sum(asarray(band.p)*asarray(R),-1) band.p = band.p - R*pdotR[:,newaxis]*inside
|
Error Analysis: Error Type: MUTATION_WHILE_ITERATE Error: MUTATION_WHILE_ITERATE Detected Errors: • Unterminated string literal at line 3 • Block at line 22 has no indented body • Block at line 33 has no indented body Fix: Create a copy or use list comprehension instead
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 2,640
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom visual import *\r\n\r\nprint(\"\"\"\r\nClick to place spheres under falling string.\r\nRight button drag or Ctrl-drag to rotate view.\r\nMiddle button drag or Alt-drag to zoom in or out.\r\n On a two-button mouse, middle is left + right.\r\n\"\"\")\r\n\r\n# David Scherer\r\n\r\nscene.title = \"Drape\"\r\nrestlength = 0.02\r\nm = 0.010 * restlength\r\ng = 9.8\r\ndt = 0.002\r\nk = 3\r\ndamp = (1-0)**dt\r\nnspheres = 3\r\nfloor = 0\r\n\r\n# Create the stringy thing:\r\nband = curve( x = arange(-1,1,restlength), \r\n y = 1,\r\n radius = 0.02\r\n )\r\n\r\nband.p = band.pos * 0\r\n\r\nscene.range = 1.5\r\nscene.autoscale = 0\r\n\r\n# Let the user position obstacles:\r\nspheres = []\r\nfor i in range(nspheres): \r\n s = sphere( pos = scene.mouse.getclick().pos, #(i*0.6 - 0.7,0.5 + i*0.1,0),\r\n radius = 0.25, \r\n color = (abs(sin(i)),cos(i)**2,(i%10)/10.0) )\r\n spheres.append( s )\r\n\r\nwhile True:\r\n rate(1.0 / dt)\r\n\r\n if scene.mouse.clicked:\r\n i = len(spheres)\r\n s = sphere( pos = scene.mouse.getclick().pos,\r\n radius = 0.25, \r\n color = (abs(sin(i)),cos(i)**2,(i%10)/10.0) )\r\n spheres.append( s )\r\n\r\n if floor:\r\n below = less(band.pos[:,1],-1)\r\n band.p[:,1] = where( below, 0, band.p[:,1] )\r\n band.pos[:,1] = where( below, -1, band.pos[:,1] )\r\n\r\n # need a more physical way to make 'damped springs' than this!\r\n band.p = band.p * damp\r\n\r\n #band.p[0] = 0 # nail down left endpoint\r\n #band.p[-1] = 0 # nail down right endpoint\r\n\r\n band.pos = band.pos + band.p/m*dt\r\n\r\n #gravity\r\n band.p[:,1] = band.p[:,1] - m * g * dt\r\n\r\n # force[n] is the force on point n from point n+1 (to the right):\r\n length = (band.pos[1:] - band.pos[:-1])\r\n dist = sqrt(sum(length*length,-1))\r\n force = k * ( dist - restlength )\r\n force = length/dist[:,newaxis] * force[:,newaxis]\r\n\r\n band.p[:-1] = band.p[:-1] + force*dt\r\n band.p[1:] = band.p[1:] - force*dt\r\n\r\n # color based on \"stretch\": blue -> white -> red\r\n c = clip( dist/restlength * 0.5, 0, 2 )\r\n\r\n # blue (compressed) -> white (relaxed) -> red (tension)\r\n band.red[1:] = where( less(c,1), c, 1 )\r\n band.green[1:] = where( less(c,1), c, 2-c )\r\n band.blue[1:] = where( less(c,1), 1, 2-c )\r\n\r\n for s in spheres:\r\n spheres.append(s) # BUG: mutating while iterating\n dist = mag( band.pos - s.pos )[:,newaxis]\r\n inside = less( dist, s.radius )\r\n if sometrue(inside):\r\n R = ( band.pos - s.pos ) / dist\r\n surface = s.pos + (s.radius)*R\r\n\r\n band.pos = surface*inside + band.pos*(1-inside)\r\n\r\n pdotR = sum(asarray(band.p)*asarray(R),-1)\r\n band.p = band.p - R*pdotR[:,newaxis]*inside"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MUTATION_WHILE_ITERATE\n Error: MUTATION_WHILE_ITERATE\n\n Detected Errors:\n \u2022 Unterminated string literal at line 3\n \u2022 Block at line 22 has no indented body\n \u2022 Block at line 33 has no indented body\n\n Fix: Create a copy or use list comprehension instead"}]
| true
|
logical
|
MUTATION_WHILE_ITERATE
|
HIGH
|
53fce9990550dc9cdc1a65b09b6de93156132380
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # ***************************************************************************** # Copyright (c) 2020, Intel Corporation All rights reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # # Redistributions of source code must retain the above copyright notice, # this list of conditions and the following disclaimer. # # Redistributions in binary form must reproduce the above copyright notice, # this list of conditions and the following disclaimer in the documentation # and/or other materials provided with the distribution. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" # AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, # THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR # PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR # CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, # EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, # PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; # OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, # WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR # OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, # EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. # ***************************************************************************** class TypeChecker: """ Validate object type and raise TypingError if the type is invalid, e.g.: Method nsmallest(). The object n given: bool expected: int """ msg_template = '{} The object {}\n given: {}\n expected: {}' def __init__(self, func_name): """ Parameters ---------- func_name: :obj:`str` name of the function where types checking """ self.func_name = func_name def raise_exc(self, data, expected_types, name=''): """ Raise exception with unified message Parameters ---------- data: :obj:`any` real type of the data expected_types: :obj:`str` expected types inserting directly to the exception name: :obj:`str` name of the parameter """ msg = self.msg_template.format(self.func_name, name, data, expected_types) raise TypingError(msg) ... [18 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 27 Block at line 5 has no indented body Invalid syntax at line 60: ... [18 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 28 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 💡 Suggestions: Complete the expression on the last line Add closing quote at line 27 Review syntax near the error location
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 2
| 1
| 2,550
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# *****************************************************************************\n# Copyright (c) 2020, Intel Corporation All rights reserved.\n#\n# Redistribution and use in source and binary forms, with or without\n# modification, are permitted provided that the following conditions are met:\n#\n# Redistributions of source code must retain the above copyright notice,\n# this list of conditions and the following disclaimer.\n#\n# Redistributions in binary form must reproduce the above copyright notice,\n# this list of conditions and the following disclaimer in the documentation\n# and/or other materials provided with the distribution.\n#\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO,\n# THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR\n# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR\n# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,\n# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,\n# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;\n# OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,\n# WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR\n# OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE,\n# EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n# *****************************************************************************\nclass TypeChecker:\n \"\"\"\n Validate object type and raise TypingError if the type is invalid, e.g.:\n Method nsmallest(). The object n\n given: bool\n expected: int\n \"\"\"\n msg_template = '{} The object {}\\n given: {}\\n expected: {}'\n\n def __init__(self, func_name):\n \"\"\"\n Parameters\n ----------\n func_name: :obj:`str`\n name of the function where types checking\n \"\"\"\n self.func_name = func_name\n\n def raise_exc(self, data, expected_types, name=''):\n \"\"\"\n Raise exception with unified message\n Parameters\n ----------\n data: :obj:`any`\n real type of the data\n expected_types: :obj:`str`\n expected types inserting directly to the exception\n name: :obj:`str`\n name of the parameter\n \"\"\"\n msg = self.msg_template.format(self.func_name, name, data, expected_types)\n raise TypingError(msg)\n\n\n ... [18 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 27\n Block at line 5 has no indented body\n Invalid syntax at line 60: ... [18 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 28\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 27\n Review syntax near the error location"}]
| false
| null | null | null |
53fd39f8be55af2124122647f83ca83013ed5b72
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from math import sqrt # Naive method: Loop through N and check if every number is prime or not. If prime add to sum. Time complexity is O(√n). Time of execution ~ 8sec for n = 1000000 def prime(n): yield 2 yield 3 for p in range(5, n+1, 2): if p % 3 == 0: continue else: for i in range (5, int(sqrt(p)) + 1, 6): if p % i == 0 or p % (i + 2) == 0: break else: yield p s = set(prime(1000000)) for _ in range(int(input())): n = int(input()) print(sum(i for i in s if i <= n)) # Sieve implementation: Time complexity of O(n*log(log(n))). Time of execution ~ 2sec for n = 1000000 limit = 1000000 sieve = [0] + [1, 0] * 500000 sieve[0], sieve[1], sieve[2] = 0, 0, 2 p = 3 while p <= limit: if sieve[p]: sieve[p] = sieve[p-1] + p for i in range(p*p, limit+1, p): sieve[i] = 0 else: sieve[p] = sieve[p-1] sieve[p+1] = sieve[p] p += 2 for _ in range(int(input())): print(sieve[int(input())])
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 11 Unexpected indentation at line 15 💡 Suggestions: Line 3 too long (161 chars) - break into multiple lines Remove debug print() at line 22 before production Remove debug print() at line 45 before production
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 1
| 0
| 1,074
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom math import sqrt\n\n# Naive method: Loop through N and check if every number is prime or not. If prime add to sum. Time complexity is O(\u221an). Time of execution ~ 8sec for n = 1000000\n\ndef prime(n):\n yield 2\n yield 3\n for p in range(5, n+1, 2):\n if p % 3 == 0:\n continue\n else:\n for i in range (5, int(sqrt(p)) + 1, 6):\n if p % i == 0 or p % (i + 2) == 0:\n break\n else:\n yield p\n\ns = set(prime(1000000))\n\nfor _ in range(int(input())):\n n = int(input())\n print(sum(i for i in s if i <= n))\n\n\n# Sieve implementation: Time complexity of O(n*log(log(n))). Time of execution ~ 2sec for n = 1000000\n\nlimit = 1000000\nsieve = [0] + [1, 0] * 500000\nsieve[0], sieve[1], sieve[2] = 0, 0, 2\n\np = 3\nwhile p <= limit:\n if sieve[p]:\n sieve[p] = sieve[p-1] + p\n for i in range(p*p, limit+1, p):\n sieve[i] = 0\n else:\n sieve[p] = sieve[p-1]\n\n sieve[p+1] = sieve[p]\n p += 2\n\n\nfor _ in range(int(input())):\n print(sieve[int(input())])"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 11\n Unexpected indentation at line 15\n\n\ud83d\udca1 Suggestions:\n Line 3 too long (161 chars) - break into multiple lines\n Remove debug print() at line 22 before production\n Remove debug print() at line 45 before production"}]
| false
| null | null | null |
53fde8ce197812a38b7631459a915158d4d2d39f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import FWCore.ParameterSet.Config as cms from DQMServices.Core.DQME
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 2: from DQMServices.Core.DQME Fix: Complete the truncated code structure
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 67
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport FWCore.ParameterSet.Config as cms\nfrom DQMServices.Core.DQME"}, {"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 Invalid syntax at line 2: from DQMServices.Core.DQME\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
53fe751d15505be94879d0853534a2ee2c6e3129
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code:
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 0
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
53ff445026af64cf9c890da3e25303bb69266c4d
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # (c) 2020 Nokia # # Licensed under the BSD 3 Clause license # SPDX-License-Identifier: BSD-3-Clause # from __future__ import (absolute_import, division, print_function) class Connection(NetworkConnectionBase): """ Connection plugin for gRPC To use gRPC connections in Ansible one (or more) sub-plugin(s) for the required gRPC service(s) must be loaded. To load gRPC sub-plugins use the method `register_service()` with the name of the sub-plugin to be registered. After loading the sub-plugin, Ansible modules can call methods provided by that sub-plugin. There is a wrapper available that consumes the attribute name {sub-plugin name}__{method name} to call a specific method of that sub-plugin. """ transport = "nokia.grpc.gnmi" has_pipelining = True def __init__(self, play_context, new_stdin, *args, **kwargs): super(Connection, self).__init__( play_context, new_stdin, *args, **kwargs ) self._task_uuid = to_text(kwargs.get("task_uuid", "")) if not HAS_PROTOBUF: raise AnsibleError( "protobuf is required to use gRPC connection type. " + "Please run 'pip install protobuf'" ) if not HAS_GRPC: raise AnsibleError( "grpcio is required to use gRPC connection type. " + "Please run 'pip install grpcio'" ) self._connected = False def readFile(self, optionName): """ Reads a binary certificate/key file Parameters: optionName(str): used to read filename from options Returns: File content Raises: AnsibleConnectionFailure: file does not exist or read excpetions """ path = self.get_option('certificate_path') if not path: path = '/etc/ssl:/etc/ssl/certs:/etc/ca-certificates' filename = self.get_option(optionName) if filename: if filename.startswith('~'): filename = os.path.expanduser(filename) if not filename.startswith('/'): for entry in path.split(':'): if os.path.isfile(os.path.join(entry, filename)): filename = os.path.join(entry, filename) break if os.path.isfile(filename): try: with open(filename, 'rb') as f: return f.read() except Exception as exc: raise AnsibleConnectionFailure( 'Failed to read cert/keys file %s: %s' % (filename, exc) ) else: raise AnsibleConnectionFailure( 'Cert/keys file %s does not exist' % filename ) return None ... [13 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 87: ... [13 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 10 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 20 Unexpected indentation at line 21 Unexpected indentation at line 24 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 35 Unexpected indentation at line 36 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 Unexpected indentation at line 48 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 64 Unexpected indentation at line 67 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 76 Unexpected indentation at line 78 Unexpected indentation at line 79 Unexpected indentation at line 80 Unexpected indentation at line 82 Unexpected indentation at line 83 Unexpected indentation at line 84 ✨ 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
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ui
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code_review
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Pythoncode:Python
| 2
| 1
| 2,932
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# (c) 2020 Nokia\n#\n# Licensed under the BSD 3 Clause license\n# SPDX-License-Identifier: BSD-3-Clause\n#\n\nfrom __future__ import (absolute_import, division, print_function)\nclass Connection(NetworkConnectionBase):\n \"\"\"\n Connection plugin for gRPC\n\n To use gRPC connections in Ansible one (or more) sub-plugin(s) for the\n required gRPC service(s) must be loaded. To load gRPC sub-plugins use the\n method `register_service()` with the name of the sub-plugin to be\n registered.\n\n After loading the sub-plugin, Ansible modules can call methods provided by\n that sub-plugin. There is a wrapper available that consumes the attribute\n name {sub-plugin name}__{method name} to call a specific method of that\n sub-plugin.\n \"\"\"\n\n transport = \"nokia.grpc.gnmi\"\n has_pipelining = True\n\n def __init__(self, play_context, new_stdin, *args, **kwargs):\n super(Connection, self).__init__(\n play_context, new_stdin, *args, **kwargs\n )\n\n self._task_uuid = to_text(kwargs.get(\"task_uuid\", \"\"))\n\n if not HAS_PROTOBUF:\n raise AnsibleError(\n \"protobuf is required to use gRPC connection type. \" +\n \"Please run 'pip install protobuf'\"\n )\n if not HAS_GRPC:\n raise AnsibleError(\n \"grpcio is required to use gRPC connection type. \" +\n \"Please run 'pip install grpcio'\"\n )\n\n self._connected = False\n\n def readFile(self, optionName):\n \"\"\"\n Reads a binary certificate/key file\n\n Parameters:\n optionName(str): used to read filename from options\n\n Returns:\n File content\n\n Raises:\n AnsibleConnectionFailure: file does not exist or read excpetions\n \"\"\"\n path = self.get_option('certificate_path')\n if not path:\n path = '/etc/ssl:/etc/ssl/certs:/etc/ca-certificates'\n\n filename = self.get_option(optionName)\n if filename:\n if filename.startswith('~'):\n filename = os.path.expanduser(filename)\n if not filename.startswith('/'):\n for entry in path.split(':'):\n if os.path.isfile(os.path.join(entry, filename)):\n filename = os.path.join(entry, filename)\n break\n if os.path.isfile(filename):\n try:\n with open(filename, 'rb') as f:\n return f.read()\n except Exception as exc:\n raise AnsibleConnectionFailure(\n 'Failed to read cert/keys file %s: %s' % (filename, exc)\n )\n else:\n raise AnsibleConnectionFailure(\n 'Cert/keys file %s does not exist' % filename\n )\n return None\n\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 9\n Invalid syntax at line 87: ... [13 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\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 20\n Unexpected indentation at line 21\n Unexpected indentation at line 24\n Unexpected indentation at line 28\n Unexpected indentation at line 29\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 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 48\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 64\n Unexpected indentation at line 67\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 76\n Unexpected indentation at line 78\n Unexpected indentation at line 79\n Unexpected indentation at line 80\n Unexpected indentation at line 82\n Unexpected indentation at line 83\n Unexpected indentation at line 84\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 |
53ff8a47a271e5535277c6325b7ff8df26908ae6
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/python # Software License Agreement (BSD License) # # Copyright (c) 2009-2011, Eucalyptus Systems, Inc. # All rights reserved. # # Redistribution and use of this software in source and binary forms, with or # without modification, are permitted provided that the following conditions # are met: # # Redistributions of source code must retain the above # copyright notice, this list of conditions and the # following disclaimer. # # Redistributions in binary form must reproduce the above # copyright notice, this list of conditions and the # following disclaimer in the documentation and/or other # materials provided with the distribution. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" # AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE # IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE # ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE # LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR # CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF # SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS # INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN # CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) # ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE # POSSIBILITY OF SUCH DAMAGE. # # Author: clarkmatthew import eucaops from eutester.eutestcase import EutesterTestCase import time class MyTestCase(EutesterTestCase): def __init__(self, config_file=None, password=None): self.setuptestcase() self.setup_parser() self.parser.add_argument("--timeout", default=600) self.get_args() ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def clean_method(self): self.debug('No clean_method defined for this test') pass
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advanced
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testing
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incomplete_code
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Pythoncode:Python
| 3
| 1
| 1,781
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/python\n# Software License Agreement (BSD License)\n#\n# Copyright (c) 2009-2011, Eucalyptus Systems, Inc.\n# All rights reserved.\n#\n# Redistribution and use of this software in source and binary forms, with or\n# without modification, are permitted provided that the following conditions\n# are met:\n#\n# Redistributions of source code must retain the above\n# copyright notice, this list of conditions and the\n# following disclaimer.\n#\n# Redistributions in binary form must reproduce the above\n# copyright notice, this list of conditions and the\n# following disclaimer in the documentation and/or other\n# materials provided with the distribution.\n#\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE\n# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE\n# POSSIBILITY OF SUCH DAMAGE.\n#\n# Author: clarkmatthew\n\nimport eucaops\nfrom eutester.eutestcase import EutesterTestCase\nimport time\n\nclass MyTestCase(EutesterTestCase):\n def __init__(self, config_file=None, password=None):\n self.setuptestcase()\n self.setup_parser()\n self.parser.add_argument(\"--timeout\", default=600)\n self.get_args()\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\n def clean_method(self):\n self.debug('No clean_method defined for this test')\n pass"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9900a4818a6a2131c9358bacda678af44a4371c0
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: MAP = 1 SPEED = 1.5 VELOCITYRESET = 6 WIDTH = 1280
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
beginner
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general
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error_detection
|
Pythoncode:Python
| 0
| 0
| 54
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nMAP = 1\r\nSPEED = 1.5\r\nVELOCITYRESET = 6\r\nWIDTH = 1280"}, {"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
|
99019a837f86e3b14c54300ab0d06ff51f85071a
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # This problem was asked by Facebook. # # A builder is looking to build a row of N houses that can be of K different colors. # He has a goal of minimizing cost while ensuring that no two neighboring houses are of the same color. # # Given an N by K matrix where the nth row and kth column represents the cost to build the nth house with kth color, # return the minimum cost which achieves this goal.
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
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intermediate
|
ui
|
debugging
|
Pythoncode:Python
| 0
| 0
| 401
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# This problem was asked by Facebook.\n#\n# A builder is looking to build a row of N houses that can be of K different colors.\n# He has a goal of minimizing cost while ensuring that no two neighboring houses are of the same color.\n#\n# Given an N by K matrix where the nth row and kth column represents the cost to build the nth house with kth color,\n# return the minimum cost which achieves this goal."}, {"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 |
990280dc9a383a0a37cbb821de57615b46aa6a23
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import argparse import numpy as np import os import sys import matplotlib def visualize(dir_path): parent_dir = os.path.dirname(dir_path) saliency_vanilla = np.load(os.path.join(dir_path, "saliency_vanilla.npy")) saliency_smooth = np.load(os.path.join(dir_path, "saliency_smooth.npy")) saliency_bayes = np.load(os.path.join(dir_path, "saliency_bayes.npy")) visualizer = SmilesVisualizer() os.makedirs(os.path.join(parent_dir, "result_vanilla"), exist_ok=True) os.makedirs(os.path.join(parent_dir, "result_smooth"), exist_ok=True) os.makedirs(os.path.join(parent_dir, "result_bayes"), exist_ok=True) test_idx = np.load(os.path.join(dir_path, "test_idx.npy")) answer = np.load(os.path.join(dir_path, "answer.npy")) output = np.load(os.path.join(dir_path, "output.npy")) # Complete this line def calc_range(saliency): vmax = float('-inf') vmin = float('inf') for v in saliency: vmax = max(vmax, np.max(v)) vmin = min(vmin, np.min(v)) return vmin, vmax v_range_vanilla = calc_range(saliency_vanilla) v_range_smooth = calc_range(saliency_smooth) v_range_bayes = calc_range(saliency_bayes) def get_scaler(v_range): def scaler(saliency_): saliency = np.copy(saliency_) minv, maxv = v_range if maxv == minv: saliency = np.zeros_like(saliency) else: pos = saliency >= 0.0 saliency[pos] = saliency[pos]/maxv nega = saliency < 0.0 saliency[nega] = saliency[nega]/(np.abs(minv)) return saliency return scaler scaler_vanilla = get_scaler(v_range_vanilla) scaler_smooth = get_scaler(v_range_smooth) scaler_bayes = get_scaler(v_range_bayes) ... [3 more functiondefs truncated] ...
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The missing line is: smiles_all = np.load(os.path.join(parent_dir, "smiles.npy"))
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intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 0
| 1,915
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport argparse\n\nimport numpy as np\nimport os\nimport sys\n\nimport matplotlib\ndef visualize(dir_path):\n parent_dir = os.path.dirname(dir_path)\n saliency_vanilla = np.load(os.path.join(dir_path, \"saliency_vanilla.npy\"))\n saliency_smooth = np.load(os.path.join(dir_path, \"saliency_smooth.npy\"))\n saliency_bayes = np.load(os.path.join(dir_path, \"saliency_bayes.npy\"))\n\n visualizer = SmilesVisualizer()\n os.makedirs(os.path.join(parent_dir, \"result_vanilla\"), exist_ok=True)\n os.makedirs(os.path.join(parent_dir, \"result_smooth\"), exist_ok=True)\n os.makedirs(os.path.join(parent_dir, \"result_bayes\"), exist_ok=True)\n\n test_idx = np.load(os.path.join(dir_path, \"test_idx.npy\"))\n answer = np.load(os.path.join(dir_path, \"answer.npy\"))\n output = np.load(os.path.join(dir_path, \"output.npy\"))\n\n # Complete this line\n\n def calc_range(saliency):\n vmax = float('-inf')\n vmin = float('inf')\n for v in saliency:\n vmax = max(vmax, np.max(v))\n vmin = min(vmin, np.min(v))\n return vmin, vmax\n\n v_range_vanilla = calc_range(saliency_vanilla)\n v_range_smooth = calc_range(saliency_smooth)\n v_range_bayes = calc_range(saliency_bayes)\n\n def get_scaler(v_range):\n def scaler(saliency_):\n saliency = np.copy(saliency_)\n minv, maxv = v_range\n if maxv == minv:\n saliency = np.zeros_like(saliency)\n else:\n pos = saliency >= 0.0\n saliency[pos] = saliency[pos]/maxv\n nega = saliency < 0.0\n saliency[nega] = saliency[nega]/(np.abs(minv))\n return saliency\n return scaler\n\n scaler_vanilla = get_scaler(v_range_vanilla)\n scaler_smooth = get_scaler(v_range_smooth)\n scaler_bayes = get_scaler(v_range_bayes)\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n smiles_all = np.load(os.path.join(parent_dir, \"smiles.npy\"))"}]
| false
| null | null | null |
99050763178e67f3f1f7faee3c71dfb0a78b6af1
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # # jQuery File Tree # Python/Django connector script # By Martin Skou # import os import urllib def dirlist(request): r=['<ul class="jqueryFileTree" style="display: none;">'] try: r=['<ul class="jqueryFileTree" style="display: none;">'] d=urllib.unquote(request.POST.get('dir','c:\\temp')) for f in os.listdir(d): ff=os.path.join(d,f) if os.path.isdir(ff): r.append('<li class="directory collapsed"><a href="#" rel="%s/">%s</a></li>' % (ff,f)) ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: else: e=os.path.splitext(f)[1][1:] # get .ext and remove dot r.append('<li class="file ext_%s"><a href="#" rel="%s">%s</a></li>' % (e,ff,f)) r.append('</ul>') except Exception,e:
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intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 509
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#\n# jQuery File Tree\n# Python/Django connector script\n# By Martin Skou\n#\nimport os\nimport urllib\n\ndef dirlist(request):\n r=['<ul class=\"jqueryFileTree\" style=\"display: none;\">']\n try:\n r=['<ul class=\"jqueryFileTree\" style=\"display: none;\">']\n d=urllib.unquote(request.POST.get('dir','c:\\\\temp'))\n for f in os.listdir(d):\n ff=os.path.join(d,f)\n if os.path.isdir(ff):\n r.append('<li class=\"directory collapsed\"><a href=\"#\" rel=\"%s/\">%s</a></li>' % (ff,f))\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 else:\n e=os.path.splitext(f)[1][1:] # get .ext and remove dot\n r.append('<li class=\"file ext_%s\"><a href=\"#\" rel=\"%s\">%s</a></li>' % (e,ff,f))\n r.append('</ul>')\n except Exception,e:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
99062a5160d0b8327745e2f7901f243a1d23d8b8
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 import torch from .lazy_tensor import LazyTensor from .root_lazy_tensor import RootLazyTensor from .. import settings class CholLazyTensor(RootLazyTensor): def __init__(self, chol): if isinstance(chol, LazyTensor): # Probably is an instance of NonLazyTensor chol = chol.evaluate() # Check that we have a lower triangular matrix if settings.debug.on(): mask = torch.ones(chol.shape[-2:], dtype=chol.dtype, device=chol.device).triu_(1) if torch.max(chol.mul(mask)).item() > 1e-3 and torch.equal(chol, chol): raise RuntimeError("CholLazyVaraiable should take a lower-triangular matrix in the constructor.") # Run super constructor super(CholLazyTensor, self).__init__(chol) @property def _chol(self): if not hasattr(self, "_chol_memo"): self._chol_memo = self.root.evaluate() return self._chol_memo @property def _chol_diag(self): if not hasattr(self, "_chol_diag_memo"): self._chol_diag_memo = self._chol.diagonal(dim1=-2, dim2=-1).clone() return self._chol_diag_memo def inv_quad_logdet(self, inv_quad_rhs=None, logdet=False, reduce_inv_quad=True): inv_quad_term = None logdet_term = None if inv_quad_rhs is not None: inv_quad_term, _ = super(CholLazyTensor, self).inv_quad_logdet( inv_quad_rhs, logdet=False, reduce_inv_quad=reduce_inv_quad ) if logdet: ... code continues ...
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Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: logdet_term = self._chol_diag.pow(2).log().sum(-1) return inv_quad_term, logdet_term
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advanced
|
machine_learning
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incomplete_code
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Pythoncode:Python
| 4
| 1
| 1,532
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport torch\n\nfrom .lazy_tensor import LazyTensor\nfrom .root_lazy_tensor import RootLazyTensor\nfrom .. import settings\n\n\nclass CholLazyTensor(RootLazyTensor):\n def __init__(self, chol):\n if isinstance(chol, LazyTensor): # Probably is an instance of NonLazyTensor\n chol = chol.evaluate()\n\n # Check that we have a lower triangular matrix\n if settings.debug.on():\n mask = torch.ones(chol.shape[-2:], dtype=chol.dtype, device=chol.device).triu_(1)\n if torch.max(chol.mul(mask)).item() > 1e-3 and torch.equal(chol, chol):\n raise RuntimeError(\"CholLazyVaraiable should take a lower-triangular matrix in the constructor.\")\n\n # Run super constructor\n super(CholLazyTensor, self).__init__(chol)\n\n @property\n def _chol(self):\n if not hasattr(self, \"_chol_memo\"):\n self._chol_memo = self.root.evaluate()\n return self._chol_memo\n\n @property\n def _chol_diag(self):\n if not hasattr(self, \"_chol_diag_memo\"):\n self._chol_diag_memo = self._chol.diagonal(dim1=-2, dim2=-1).clone()\n return self._chol_diag_memo\n\n def inv_quad_logdet(self, inv_quad_rhs=None, logdet=False, reduce_inv_quad=True):\n inv_quad_term = None\n logdet_term = None\n\n if inv_quad_rhs is not None:\n inv_quad_term, _ = super(CholLazyTensor, self).inv_quad_logdet(\n inv_quad_rhs, logdet=False, reduce_inv_quad=reduce_inv_quad\n )\n\n if logdet:\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 logdet_term = self._chol_diag.pow(2).log().sum(-1)\n\n return inv_quad_term, logdet_term"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
990961ddde648d8a6e8bdae1002af6b0a3fe992c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # File: A (Python 2.4) from pandac.PandaModules import AudioSound from direct.directnotify import DirectNotifyGlobal from direct.interval.IntervalGlobal import LerpFunc, Sequence from direct.showbase.DirectObject import DirectObject class AmbientSound: notify = DirectNotifyGlobal.directNotify.newCategory('AmbientSound') def __init__(self, path, masterAmbientVolume, loop = True, isMusic = False): self.isMusic = isMusic if self.isMusic: self.sfx = loader.loadMusic(path) else: self.sfx = loader.loadSfx(path) self.path = path self.loop = loop self.setLoop(loop) self.setVolume(0) self.masterAmbientVolume = masterAmbientVolume self.reloadAttempt = 0 self.curPriority = 0 self.duration = 0 self.finalVolume = 0 self.startVolume = 0 self.activeInterval = None def unload(self): if self.activeInterval: self.activeInterval.finish() del self.activeInterval self.sfx.stop() del self.sfx def play(self): self.sfx.play() def getVolume(self): return self.sfx.getVolume() def setVolume(self, vol): self.sfx.setVolume(vol) def getLoop(self): return self.sfx.getLoop() def setLoop(self, loop): self.sfx.setLoop(loop) def set3dAttributes(self, *args): self.sfx.set3dAttributes(*args) def requestChangeVolume(self, duration, finalVolume, priority): if priority < self.curPriority: return None self.curPriority = priority if not self.sfx.getActive(): if self.reloadAttempt < 1: self.reloadAttempt += 1 if self.isMusic: self.sfx = loader.loadMusic(self.path) else: self.sfx = loader.loadSfx(self.path) if self.sfx: self.sfx.setLoop(self.loop) self.duration = duration self.startVolume = self.getVolume() self.finalVolume = finalVolume if self.activeInterval: self.activeInterval.pause() del self.activeInterval self.activeInterval = Sequence(LerpFunc(self.changeVolumeTask, fromData = self.startVolume, toData = self.finalVolume, duration = self.duration)) self.activeInterval.start() ... [12 more functiondefs truncated] ...
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Functions: __init__, unload, play, getVolume, setVolume Classes: AmbientSound This code demonstrates Pythoncode:Python programming.
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advanced
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api
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code_explanation
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Pythoncode:Python
| 9
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# File: A (Python 2.4)\n\nfrom pandac.PandaModules import AudioSound\nfrom direct.directnotify import DirectNotifyGlobal\nfrom direct.interval.IntervalGlobal import LerpFunc, Sequence\nfrom direct.showbase.DirectObject import DirectObject\n\nclass AmbientSound:\n notify = DirectNotifyGlobal.directNotify.newCategory('AmbientSound')\n \n def __init__(self, path, masterAmbientVolume, loop = True, isMusic = False):\n self.isMusic = isMusic\n if self.isMusic:\n self.sfx = loader.loadMusic(path)\n else:\n self.sfx = loader.loadSfx(path)\n self.path = path\n self.loop = loop\n self.setLoop(loop)\n self.setVolume(0)\n self.masterAmbientVolume = masterAmbientVolume\n self.reloadAttempt = 0\n self.curPriority = 0\n self.duration = 0\n self.finalVolume = 0\n self.startVolume = 0\n self.activeInterval = None\n\n \n def unload(self):\n if self.activeInterval:\n self.activeInterval.finish()\n \n del self.activeInterval\n self.sfx.stop()\n del self.sfx\n\n \n def play(self):\n self.sfx.play()\n\n \n def getVolume(self):\n return self.sfx.getVolume()\n\n \n def setVolume(self, vol):\n self.sfx.setVolume(vol)\n\n \n def getLoop(self):\n return self.sfx.getLoop()\n\n \n def setLoop(self, loop):\n self.sfx.setLoop(loop)\n\n \n def set3dAttributes(self, *args):\n self.sfx.set3dAttributes(*args)\n\n \n def requestChangeVolume(self, duration, finalVolume, priority):\n if priority < self.curPriority:\n return None\n \n self.curPriority = priority\n if not self.sfx.getActive():\n if self.reloadAttempt < 1:\n self.reloadAttempt += 1\n if self.isMusic:\n self.sfx = loader.loadMusic(self.path)\n else:\n self.sfx = loader.loadSfx(self.path)\n if self.sfx:\n self.sfx.setLoop(self.loop)\n \n \n \n self.duration = duration\n self.startVolume = self.getVolume()\n self.finalVolume = finalVolume\n if self.activeInterval:\n self.activeInterval.pause()\n del self.activeInterval\n \n self.activeInterval = Sequence(LerpFunc(self.changeVolumeTask, fromData = self.startVolume, toData = self.finalVolume, duration = self.duration))\n self.activeInterval.start()\n\n \n\n ... [12 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, unload, play, getVolume, setVolume\n Classes: AmbientSound\n This code demonstrates Pythoncode:Python programming."}]
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9909642cf635ba7b413ffb8f974cd5801c613d72
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import import_target print import_target.x import import_target import_target.foo() c = import_target.C() print import_target.import_nested_target.y import_target.import_nested_target.bar() d = import_target.import_nested_target.D() print "testing importfrom:" from import_target import x as z print z import_nested_target = 15 from import_nested_target import y print "This should still be 15:",import_nested_target import import_nested_target print import_nested_target.__name__ print import_nested_target.y import_target.import_nested_target.y = import_nested_target.y + 1 print import_nested_target.y print z print y print __name__ print __import__("import_target") is import_target import sys import _multiprocessing del _multiprocessing del sys.modules["_multiprocessing"] import _multiprocessing import time del time del sys.modules["time"] import time print time.sleep(0)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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refactoring
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Pythoncode:Python
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport import_target\nprint import_target.x\n\nimport import_target\nimport_target.foo()\n\nc = import_target.C()\n\nprint import_target.import_nested_target.y\nimport_target.import_nested_target.bar()\nd = import_target.import_nested_target.D()\n\nprint \"testing importfrom:\"\nfrom import_target import x as z\nprint z\n\nimport_nested_target = 15\nfrom import_nested_target import y\nprint \"This should still be 15:\",import_nested_target\nimport import_nested_target\nprint import_nested_target.__name__\n\nprint import_nested_target.y\nimport_target.import_nested_target.y = import_nested_target.y + 1\nprint import_nested_target.y\n\nprint z\nprint y\nprint __name__\n\nprint __import__(\"import_target\") is import_target\n\nimport sys\nimport _multiprocessing\ndel _multiprocessing\ndel sys.modules[\"_multiprocessing\"]\nimport _multiprocessing\n\nimport time\ndel time\ndel sys.modules[\"time\"]\nimport time\nprint time.sleep(0)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
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99096743e56d22ad0a53c9983c2e48c412dd1c0f
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import numpy as np from PySide2.QtCore import QSignalBlocker, Signal from PySide2.QtWidgets import QGridLayout, QWidget from hexrd.ui.scientificspinbox import ScientificDoubleSpinBox class MatrixEditor(QWidget): data_modified = Signal() def __init__(self, data, parent=None): super().__init__(parent) self._data = data # If this is not None, then only the elements present in the # list (as (i, j) items) will be enabled. self._enabled_elements = None # If this is set, it will be called every time the data updates # to apply equality constraints. self._apply_constraints_func = None # Whether or not the matrix is currently invalid self.matrix_invalid = False # Reason the matrix is currently invalid self.matrix_invalid_reason = '' self.setLayout(QGridLayout()) self.add_spin_boxes() self.update_gui() def add_spin_boxes(self): layout = self.layout() for i in range(self.rows): for j in range(self.cols): sb = self.create_spin_box() layout.addWidget(sb, i, j) def create_spin_box(self): sb = ScientificDoubleSpinBox() sb.setKeyboardTracking(False) sb.valueChanged.connect(self.element_modified) return sb def element_modified(self): self.update_data() @property def data(self): return self._data @data.setter def data(self, v): if not np.array_equal(self._data, v): if self._data.shape != v.shape: msg = (f'Shape {v.shape} does not match original shape ' f'{self._data.shape}') raise AttributeError(msg) self._data = v self.reset_disabled_values() self.update_gui() @property def rows(self): return self.data.shape[0] @property def cols(self): return self.data.shape[1] def update_data(self): self.data[:] = self.gui_data self.apply_constraints() self.data_modified.emit() def update_gui(self): self.gui_data = self.data @property def gui_data(self): row_range = range(self.rows) col_range = range(self.cols) return [[self.gui_value(i, j) for j in col_range] for i in row_range] @gui_data.setter def gui_data(self, v): blockers = [QSignalBlocker(w) for w in self.all_widgets] # noqa: F841 for i in range(self.rows): for j in range(self.cols): self.set_gui_value(i, j, v[i][j]) @property def all_widgets(self): row_range = range(self.rows) col_range = range(self.cols) return [self.widget(i, j) for j in col_range for i in row_range] @property ... [17 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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refactoring
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Pythoncode:Python
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport numpy as np\n\nfrom PySide2.QtCore import QSignalBlocker, Signal\nfrom PySide2.QtWidgets import QGridLayout, QWidget\n\nfrom hexrd.ui.scientificspinbox import ScientificDoubleSpinBox\n\nclass MatrixEditor(QWidget):\n\n data_modified = Signal()\n\n def __init__(self, data, parent=None):\n super().__init__(parent)\n\n self._data = data\n\n # If this is not None, then only the elements present in the\n # list (as (i, j) items) will be enabled.\n self._enabled_elements = None\n\n # If this is set, it will be called every time the data updates\n # to apply equality constraints.\n self._apply_constraints_func = None\n\n # Whether or not the matrix is currently invalid\n self.matrix_invalid = False\n\n # Reason the matrix is currently invalid\n self.matrix_invalid_reason = ''\n\n self.setLayout(QGridLayout())\n self.add_spin_boxes()\n self.update_gui()\n\n def add_spin_boxes(self):\n layout = self.layout()\n for i in range(self.rows):\n for j in range(self.cols):\n sb = self.create_spin_box()\n layout.addWidget(sb, i, j)\n\n def create_spin_box(self):\n sb = ScientificDoubleSpinBox()\n sb.setKeyboardTracking(False)\n sb.valueChanged.connect(self.element_modified)\n return sb\n\n def element_modified(self):\n self.update_data()\n\n @property\n def data(self):\n return self._data\n\n @data.setter\n def data(self, v):\n if not np.array_equal(self._data, v):\n if self._data.shape != v.shape:\n msg = (f'Shape {v.shape} does not match original shape '\n f'{self._data.shape}')\n raise AttributeError(msg)\n\n self._data = v\n self.reset_disabled_values()\n self.update_gui()\n\n @property\n def rows(self):\n return self.data.shape[0]\n\n @property\n def cols(self):\n return self.data.shape[1]\n\n def update_data(self):\n self.data[:] = self.gui_data\n self.apply_constraints()\n self.data_modified.emit()\n\n def update_gui(self):\n self.gui_data = self.data\n\n @property\n def gui_data(self):\n row_range = range(self.rows)\n col_range = range(self.cols)\n return [[self.gui_value(i, j) for j in col_range] for i in row_range]\n\n @gui_data.setter\n def gui_data(self, v):\n blockers = [QSignalBlocker(w) for w in self.all_widgets] # noqa: F841\n for i in range(self.rows):\n for j in range(self.cols):\n self.set_gui_value(i, j, v[i][j])\n\n @property\n def all_widgets(self):\n row_range = range(self.rows)\n col_range = range(self.cols)\n return [self.widget(i, j) for j in col_range for i in row_range]\n\n @property\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
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99098c029853719101bfb8070fc7fe3e4ddbd2c3
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: from django.conf.urls.defaults import * urlpatterns = patterns('pytorque.views', (r'^$', 'central_dispatch_view'), (r'^browse$', 'central_dispatch_view'), (r'^monitor$', 'central_dispatch_view'), (r'^submit$', 'central_dispatch_view'), (r'^stat$', 'central_dispatch_view'), (r'^login/$', 'login'), (r'^logout/$', 'logout'), # (r'^$', 'central_dispatch_view'), (r'^user/(?P<username>\w{0,50})/$', 'index'), (r'^user/(?P<username>\w{0,50})/browse$', 'browse'), # (r'^user/(?P<username>\w{0,50})/monitor', 'monitor'), # (r'^user/(?P<username>\w{0,50})/submit', 'submit'), # (r'^user/(?P<username>\w{0,50})/stat', 'stat'), )
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Code Review: ⚠️ Code quality: Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 20 Avoid 'import *' at line 1 - import specific names
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code_review
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Pythoncode:Python
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom django.conf.urls.defaults import *\n\nurlpatterns = patterns('pytorque.views',\n (r'^$', 'central_dispatch_view'),\n (r'^browse$', 'central_dispatch_view'),\n (r'^monitor$', 'central_dispatch_view'),\n (r'^submit$', 'central_dispatch_view'),\n (r'^stat$', 'central_dispatch_view'),\n\n (r'^login/$', 'login'),\n (r'^logout/$', 'logout'),\n\n# (r'^$', 'central_dispatch_view'),\n (r'^user/(?P<username>\\w{0,50})/$', 'index'),\n (r'^user/(?P<username>\\w{0,50})/browse$', 'browse'),\n# (r'^user/(?P<username>\\w{0,50})/monitor', 'monitor'),\n# (r'^user/(?P<username>\\w{0,50})/submit', 'submit'),\n# (r'^user/(?P<username>\\w{0,50})/stat', 'stat'),\n)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 20\n Avoid 'import *' at line 1 - import specific names"}]
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990aa6cbf16ed34f5030609c03ab43c0f0ed8c2a
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: from typing import Tuple, Union, Any, Sequence from collections import deque, defaultdict, OrderedDict from ...validators.one import JustLen from ...functional.mixins import CompositionClassMixin from ..one import Just class TypedTuple(CompositionClassMixin): """Checks for different type(s) of each element in a defined-length tuple. Parameters ---------- value : tuple The tuple to check the length and element types of. name : str, optional The name of the tuple to check the length and the element type(s) of. Defaults to None. types : tuple(type), tuple(tuple(type)) Tuple of the length to check for with either one type for each element of `value` or a tuple of types for each element of `value`. Use the ellipsis literal ... to skip type checking of the tuple element at that position. Returns ------- tuple The tuple passed in. Methods ------- o(callable) : CompositionOf Daisy-chains the tuple length and type checker to another `callable`, returning the functional composition of both. The argument `types` is passed through to the `TypedTuple` checker when when calling the composition. Raises ------ WrongTypeError If `value` is not a tuple or if any of its elements do not have (one of) the permitted type(s). LenError If the tuple passed in does not have the same length as `types` or if the type specification does not have a meaningful length. TypeError If `types` is not a tuple or any of its elements are not of type type. See Also -------- All, JustLen, CompositionOf """ def __new__(cls, value: tuple, name=None, *, types=(), **kwargs) -> tuple: cls.__name = str(name) if name is not None else '' cls.__string = cls.__name or str(value) types, length = cls.__valid(types) value = JustLen.JustTuple(value, name=name, length=length) for index, element in enumerate(value): if not cls.__is_or_contains_ellipsis(types[index]): element_name = f'element {index} in tuple {cls.__string}' _ = Just(types[index])(element, name=element_name) return value @classmethod def __valid(cls, types: Sequence[TypesT]) -> Tuple[TypesT, int]: if type(types) not in (tuple, list, deque): message = cls.__wrong_type_message_for(types) raise TypeError(message) return types, len(types) @staticmethod def __wrong_type_message_for(types: Any) -> str: type_name = type(types).__name__ if isinstance(types, NAMED_TYPES): of_type = type_name else: of_type = f'{type_name} like {types}' return f'Type of types argument must be tuple, not {of_type}!' @staticmethod ... [1 more functiondefs truncated] ...
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Functions: __new__, __valid, __wrong_type_message_for Classes: TypedTuple 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
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom typing import Tuple, Union, Any, Sequence\nfrom collections import deque, defaultdict, OrderedDict\nfrom ...validators.one import JustLen\nfrom ...functional.mixins import CompositionClassMixin\nfrom ..one import Just\n\nclass TypedTuple(CompositionClassMixin):\n \"\"\"Checks for different type(s) of each element in a defined-length tuple.\n\n Parameters\n ----------\n value : tuple\n The tuple to check the length and element types of.\n name : str, optional\n The name of the tuple to check the length and the element type(s) of.\n Defaults to None.\n types : tuple(type), tuple(tuple(type))\n Tuple of the length to check for with either one type for each element\n of `value` or a tuple of types for each element of `value`. Use the\n ellipsis literal ... to skip type checking of the tuple element at\n that position.\n\n Returns\n -------\n tuple\n The tuple passed in.\n\n Methods\n -------\n o(callable) : CompositionOf\n Daisy-chains the tuple length and type checker to another `callable`,\n returning the functional composition of both. The argument `types` is\n passed through to the `TypedTuple` checker when when calling the\n composition.\n\n Raises\n ------\n WrongTypeError\n If `value` is not a tuple or if any of its elements do not have (one\n of) the permitted type(s).\n LenError\n If the tuple passed in does not have the same length as `types` or\n if the type specification does not have a meaningful length.\n TypeError\n If `types` is not a tuple or any of its elements are not of type type.\n\n See Also\n --------\n All, JustLen, CompositionOf\n\n \"\"\"\n\n def __new__(cls, value: tuple, name=None, *, types=(), **kwargs) -> tuple:\n cls.__name = str(name) if name is not None else ''\n cls.__string = cls.__name or str(value)\n types, length = cls.__valid(types)\n value = JustLen.JustTuple(value, name=name, length=length)\n for index, element in enumerate(value):\n if not cls.__is_or_contains_ellipsis(types[index]):\n element_name = f'element {index} in tuple {cls.__string}'\n _ = Just(types[index])(element, name=element_name)\n return value\n\n @classmethod\n def __valid(cls, types: Sequence[TypesT]) -> Tuple[TypesT, int]:\n if type(types) not in (tuple, list, deque):\n message = cls.__wrong_type_message_for(types)\n raise TypeError(message)\n return types, len(types)\n\n @staticmethod\n def __wrong_type_message_for(types: Any) -> str:\n type_name = type(types).__name__\n if isinstance(types, NAMED_TYPES):\n of_type = type_name\n else:\n of_type = f'{type_name} like {types}'\n return f'Type of types argument must be tuple, not {of_type}!'\n\n @staticmethod\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __new__, __valid, __wrong_type_message_for\n Classes: TypedTuple\n This code demonstrates Pythoncode:Python programming."}]
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990b3873866758deed49ecf19b9f6e265d5bd2a4
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # Copyright (C) 2014-2016 Cuckoo Foundation. # This file is part of Cuckoo Sandbox - http://www.cuckoosandbox.org # See the file 'docs/LICENSE' for copying permission. from lib.api.process import Process from lib.exceptions.exceptions import CuckooPackageError class Package(object): """Base abstract analysis package.""" PATHS = [] def __init__(self, options={}): """@param options: options dict.""" self.options = options self.pids = [] def set_pids(self, pids): """Update list of monitored PIDs in the package context. @param pids: list of pids. """ self.pids = pids def start(self): """Run analysis package. @raise NotImplementedError: this method is abstract. """ raise NotImplementedError def check(self): """Check.""" return True def execute(self, cmd): """Start an executable for analysis. @param path: executable path @param args: executable arguments @return: process pid """ p = Process() if not p.execute(cmd): raise CuckooPackageError("Unable to execute the initial process, " "analysis aborted.") return p.pid def package_files(self): """A list of files to upload to host. The list should be a list of tuples (<path on guest>, <name of file in package_files folder>). (package_files is a folder that will be created in analysis folder). """ return None def finish(self): """Finish run. If specified to do so, this method dumps the memory of all running processes. """ if self.options.get("procmemdump"): for pid in self.pids: p = Process(pid=pid) p.dump_memory() return True def get_pids(self): return [] class Auxiliary(object): priority = 0 def get_pids(self): return []
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Code Review: ❌ Critical issues: Unterminated string literal at line 18 Mutable default argument in function '__init__' - use None instead ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 31 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 42 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 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 61 ✨ Improvements: Add closing quote at line 18 Add docstring to class 'Auxiliary'
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| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright (C) 2014-2016 Cuckoo Foundation.\n# This file is part of Cuckoo Sandbox - http://www.cuckoosandbox.org\n# See the file 'docs/LICENSE' for copying permission.\n\nfrom lib.api.process import Process\nfrom lib.exceptions.exceptions import CuckooPackageError\n\nclass Package(object):\n \"\"\"Base abstract analysis package.\"\"\"\n PATHS = []\n\n def __init__(self, options={}):\n \"\"\"@param options: options dict.\"\"\"\n self.options = options\n self.pids = []\n\n def set_pids(self, pids):\n \"\"\"Update list of monitored PIDs in the package context.\n @param pids: list of pids.\n \"\"\"\n self.pids = pids\n\n def start(self):\n \"\"\"Run analysis package.\n @raise NotImplementedError: this method is abstract.\n \"\"\"\n raise NotImplementedError\n\n def check(self):\n \"\"\"Check.\"\"\"\n return True\n\n def execute(self, cmd):\n \"\"\"Start an executable for analysis.\n @param path: executable path\n @param args: executable arguments\n @return: process pid\n \"\"\"\n p = Process()\n if not p.execute(cmd):\n raise CuckooPackageError(\"Unable to execute the initial process, \"\n \"analysis aborted.\")\n\n return p.pid\n\n def package_files(self):\n \"\"\"A list of files to upload to host.\n The list should be a list of tuples (<path on guest>, <name of file in package_files folder>).\n (package_files is a folder that will be created in analysis folder). \n \"\"\"\n return None\n \n def finish(self):\n \"\"\"Finish run.\n If specified to do so, this method dumps the memory of\n all running processes.\n \"\"\"\n if self.options.get(\"procmemdump\"):\n for pid in self.pids:\n p = Process(pid=pid)\n p.dump_memory()\n\n return True\n\n def get_pids(self):\n return []\n\nclass Auxiliary(object):\n priority = 0\n\n def get_pids(self):\n return []"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 18\n Mutable default argument in function '__init__' - use None instead\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 31\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 42\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 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 61\n\n\u2728 Improvements:\n Add closing quote at line 18\n Add docstring to class 'Auxiliary'"}]
| false
| null | null | null |
54c99a336aaeb2a2bf8fbb1530f743b492eca07a
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.apps import AppConfig from django.utils.translation import ugettext_lazy as _ class OptionsConfig(AppConfig): name = 'rdmo.options' verbose_name = _('Options')
|
Syntax Analysis: Syntax Errors Found: • IndentationError at line 5 Fixes: • Fix indentation to match Python syntax rules
|
beginner
|
oop
|
syntax_repair
|
Pythoncode:Python
| 0
| 1
| 184
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.apps import AppConfig\nfrom django.utils.translation import ugettext_lazy as _\n\n\n class OptionsConfig(AppConfig):\n name = 'rdmo.options'\n verbose_name = _('Options')"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 IndentationError at line 5\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
54ca6e875f242dc42891ee212f00bf7ca42878a5
|
TheStack--python--000.parquet
|
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