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Complete this Pythoncode:Python code: ''' <xs:complexType name="backup"> <xs:annotation> <xs:documentation></xs:documentation> </xs:annotation> <xs:sequence> <xs:group ref="duration"/> <xs:group ref="editorial"/> </xs:sequence> </xs:complexType> ''' from musicscore.dtd.dtd import Sequence, GroupReference, Element from musicscore.musicxml.groups.common import Editorial from musicscore.musicxml.elements.note import Duration from musicscore.musicxml.types.complextypes.complextype import ComplexType class ComplexTypeBackup(ComplexType): """
|
The backup and forward elements are required to coordinate multiple voices in one part, including music on multiple staves. The backup type is generally used to move between voices and staves. Thus the backup element does not include voice or staff elements. Duration values should always be positive, and should not cross measure boundaries or mid-measure changes in the divisions value. """ _DTD = Sequence( Element(Duration), GroupReference(Editorial) ) def __init__(self, tag, *args, **kwargs): super().__init__(tag=tag, *args, **kwargs)
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advanced
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ui
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code_completion
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Pythoncode:Python
| 1
| 1
| 1,129
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n'''\n\t<xs:complexType name=\"backup\">\n\t\t<xs:annotation>\n\t\t\t<xs:documentation></xs:documentation>\n\t\t</xs:annotation>\n\t\t<xs:sequence>\n\t\t\t<xs:group ref=\"duration\"/>\n\t\t\t<xs:group ref=\"editorial\"/>\n\t\t</xs:sequence>\n\t</xs:complexType>\n'''\nfrom musicscore.dtd.dtd import Sequence, GroupReference, Element\nfrom musicscore.musicxml.groups.common import Editorial\nfrom musicscore.musicxml.elements.note import Duration\nfrom musicscore.musicxml.types.complextypes.complextype import ComplexType\n\n\nclass ComplexTypeBackup(ComplexType):\n \"\"\""}, {"role": "assistant", "content": "\n The backup and forward elements are required to coordinate multiple voices in one part, including music on multiple\n staves. The backup type is generally used to move between voices and staves. Thus the backup element does not\n include voice or staff elements. Duration values should always be positive, and should not cross measure boundaries\n or mid-measure changes in the divisions value.\n \"\"\"\n _DTD = Sequence(\n Element(Duration),\n GroupReference(Editorial)\n )\n\n def __init__(self, tag, *args, **kwargs):\n super().__init__(tag=tag, *args, **kwargs)"}]
| false
| null | null | null |
0edc64834d9ac7d861217e389cda5a4bf52a203f
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import nltk import re import csv import string import collections import numpy as np from nltk.corpus import wordnet from nltk.corpus import stopwords from nltk.stem import WordNetLemmatizer from nltk.tokenize import WordPunctTokenizer from sklearn.metrics import classification_report from sklearn.metrics import confusion_matrix def preprocessing(text): # text = text.decode("utf8") # remove punctuation text = punctuation(text) # remove extra spaces text = re.sub(' +', ' ', text) # tokenize into words tokens = text.split(" ") # remove number tokens = [word for word in tokens if word.isalpha()] # Complete this line # remove stopwords stop = stopwords.words('english') tokens = [token for token in tokens if token not in stop] # remove words less than three letters tokens = [word for word in tokens if len(word) >= 3] # lower capitalization tokens = [word.lower() for word in tokens] # keep only real words tokens = KeepRealWords(tokens) # lemmatize lmtzr = WordNetLemmatizer() tokens = [lmtzr.lemmatize(word) for word in tokens] # return only tokens with size over 1 if len(tokens) > 0: preprocessed_text = " ".join(tokens) return preprocessed_text return None def KeepRealWords(text): wpt = WordPunctTokenizer() only_recognized_words = [] for s in text: tokens = wpt.tokenize(s) if tokens: # check if empty string for t in tokens: if wordnet.synsets(t): only_recognized_words.append(t) # only keep recognized words return only_recognized_words ... [1 more functiondefs truncated] ...
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The missing line is:
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intermediate
|
api
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fill_in_the_blank
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Pythoncode:Python
| 2
| 0
| 1,756
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport nltk\r\nimport re\r\nimport csv\r\nimport string\r\nimport collections\r\nimport numpy as np\r\n\r\nfrom nltk.corpus import wordnet\r\nfrom nltk.corpus import stopwords\r\nfrom nltk.stem import WordNetLemmatizer\r\nfrom nltk.tokenize import WordPunctTokenizer\r\n\r\nfrom sklearn.metrics import classification_report\r\nfrom sklearn.metrics import confusion_matrix\r\n\r\ndef preprocessing(text):\r\n # text = text.decode(\"utf8\")\r\n\r\n # remove punctuation\r\n text = punctuation(text)\r\n\r\n # remove extra spaces\r\n text = re.sub(' +', ' ', text)\r\n\r\n # tokenize into words\r\n tokens = text.split(\" \")\r\n\r\n # remove number\r\n tokens = [word for word in tokens if word.isalpha()]\r\n # Complete this line\n # remove stopwords\r\n stop = stopwords.words('english')\r\n tokens = [token for token in tokens if token not in stop]\r\n\r\n # remove words less than three letters\r\n tokens = [word for word in tokens if len(word) >= 3]\r\n\r\n # lower capitalization\r\n tokens = [word.lower() for word in tokens]\r\n\r\n # keep only real words\r\n tokens = KeepRealWords(tokens)\r\n\r\n # lemmatize\r\n lmtzr = WordNetLemmatizer()\r\n tokens = [lmtzr.lemmatize(word) for word in tokens]\r\n\r\n # return only tokens with size over 1\r\n if len(tokens) > 0:\r\n preprocessed_text = \" \".join(tokens)\r\n return preprocessed_text\r\n\r\n return None\r\n\r\ndef KeepRealWords(text):\r\n\r\n wpt = WordPunctTokenizer()\r\n only_recognized_words = []\r\n\r\n for s in text:\r\n tokens = wpt.tokenize(s)\r\n if tokens: # check if empty string\r\n for t in tokens:\r\n if wordnet.synsets(t):\r\n only_recognized_words.append(t) # only keep recognized words\r\n\r\n return only_recognized_words\r\n\r\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
0edcbb01b3b82f3bf4be9564d133e3829ce06411
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import torch import numpy as np import hashlib from torch.autograd import Variable import os def deterministic_random(min_value, max_value, data): digest = hashlib.sha256(data.encode()).digest() raw_value = int.from_bytes(digest[:4], byteorder='little', signed=False) return int(raw_value / (2 ** 32 - 1) * (max_value - min_value)) + min_value def mpjpe_cal(predicted, target): assert predicted.shape == target.shape return torch.mean(torch.norm(predicted - target, dim=len(target.shape) - 1)) def test_calculation(predicted, target, action, error_sum, data_type, subject, MAE=False): error_sum = mpjpe_by_action_p1(predicted, target, action, error_sum) if not MAE: error_sum = mpjpe_by_action_p2(predicted, target, action, error_sum) return error_sum def mpjpe_by_action_p1(predicted, target, action, action_error_sum): assert predicted.shape == target.shape batch_num = predicted.size(0) frame_num = predicted.size(1) dist = torch.mean(torch.norm(predicted - target, dim=len(target.shape) - 1), dim=len(target.shape) - 2) # Complete this line end_index = action[0].find(' ') if end_index != -1: action_name = action[0][:end_index] else: action_name = action[0] action_error_sum[action_name]['p1'].update(torch.mean(dist).item()*batch_num*frame_num, batch_num*frame_num) else: for i in range(batch_num): end_index = action[i].find(' ') if end_index != -1: action_name = action[i][:end_index] else: action_name = action[i] action_error_sum[action_name]['p1'].update(torch.mean(dist[i]).item()*frame_num, frame_num) return action_error_sum def mpjpe_by_action_p2(predicted, target, action, action_error_sum): assert predicted.shape == target.shape num = predicted.size(0) pred = predicted.detach().cpu().numpy().reshape(-1, predicted.shape[-2], predicted.shape[-1]) gt = target.detach().cpu().numpy().reshape(-1, target.shape[-2], target.shape[-1]) dist = p_mpjpe(pred, gt) if len(set(list(action))) == 1: end_index = action[0].find(' ') if end_index != -1: action_name = action[0][:end_index] else: action_name = action[0] action_error_sum[action_name]['p2'].update(np.mean(dist) * num, num) else: for i in range(num): end_index = action[i].find(' ') if end_index != -1: action_name = action[i][:end_index] else: action_name = action[i] action_error_sum[action_name]['p2'].update(np.mean(dist), 1) return action_error_sum ... [11 more functiondefs truncated] ...
|
The missing line is: if len(set(list(action))) == 1:
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 0
| 2,814
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport torch\nimport numpy as np\nimport hashlib\nfrom torch.autograd import Variable\nimport os\n \ndef deterministic_random(min_value, max_value, data):\n digest = hashlib.sha256(data.encode()).digest()\n raw_value = int.from_bytes(digest[:4], byteorder='little', signed=False)\n return int(raw_value / (2 ** 32 - 1) * (max_value - min_value)) + min_value\n\n\ndef mpjpe_cal(predicted, target):\n assert predicted.shape == target.shape\n return torch.mean(torch.norm(predicted - target, dim=len(target.shape) - 1))\n\n\ndef test_calculation(predicted, target, action, error_sum, data_type, subject, MAE=False):\n error_sum = mpjpe_by_action_p1(predicted, target, action, error_sum)\n if not MAE:\n error_sum = mpjpe_by_action_p2(predicted, target, action, error_sum)\n\n return error_sum\n\n\ndef mpjpe_by_action_p1(predicted, target, action, action_error_sum):\n assert predicted.shape == target.shape\n batch_num = predicted.size(0)\n frame_num = predicted.size(1)\n dist = torch.mean(torch.norm(predicted - target, dim=len(target.shape) - 1), dim=len(target.shape) - 2)\n\n # Complete this line\n end_index = action[0].find(' ')\n if end_index != -1:\n action_name = action[0][:end_index]\n else:\n action_name = action[0]\n\n action_error_sum[action_name]['p1'].update(torch.mean(dist).item()*batch_num*frame_num, batch_num*frame_num)\n else:\n for i in range(batch_num):\n end_index = action[i].find(' ')\n if end_index != -1:\n action_name = action[i][:end_index]\n else:\n action_name = action[i]\n\n action_error_sum[action_name]['p1'].update(torch.mean(dist[i]).item()*frame_num, frame_num)\n \n return action_error_sum\n\n\ndef mpjpe_by_action_p2(predicted, target, action, action_error_sum):\n assert predicted.shape == target.shape\n num = predicted.size(0)\n pred = predicted.detach().cpu().numpy().reshape(-1, predicted.shape[-2], predicted.shape[-1])\n gt = target.detach().cpu().numpy().reshape(-1, target.shape[-2], target.shape[-1])\n dist = p_mpjpe(pred, gt)\n if len(set(list(action))) == 1:\n end_index = action[0].find(' ')\n if end_index != -1:\n action_name = action[0][:end_index]\n else:\n action_name = action[0]\n action_error_sum[action_name]['p2'].update(np.mean(dist) * num, num)\n else:\n for i in range(num):\n end_index = action[i].find(' ')\n if end_index != -1:\n action_name = action[i][:end_index]\n else:\n action_name = action[i]\n action_error_sum[action_name]['p2'].update(np.mean(dist), 1)\n \n return action_error_sum\n\n\n\n ... [11 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n if len(set(list(action))) == 1:"}]
| false
| null | null | null |
0edd17d0b784bbe0102b923ddf6f8c3e0cea3855
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from ibm_watson import TextToSpeechV1, SpeechToTextV1, DetailedResponse from os import system from json import loads class Converter: k_s2t_api_key = "0pxCnJQ_r5Yy3SZDRhYS4XshrTMJyZEsuc45SbBcfGgf" k_t2s_api_key = "euoR7ZdLMOBd29wP1fNaZFJsqwKt45TUmwcVwpzbQBcA" k_s2t_url = "https://stream.watsonplatform.net/speech-to-text/api" k_t2s_url = "https://gateway-wdc.watsonplatform.net/text-to-speech/api" k_t2s_voice = "en-US_AllisonVoice" k_t2s_format = "audio/webm" k_st2_model = "en-US_NarrowbandModel" def __init__(self): self.s2t = SpeechToTextV1(iam_apikey=self.k_s2t_api_key, url=self.k_s2t_url) self.t2s = TextToSpeechV1(iam_apikey=self.k_t2s_api_key, url=self.k_t2s_url) def read(self, string: str): return self.t2s.synthesize( string, voice=self.k_t2s_voice, accept=self.k_t2s_format ).get_result().content def listen(self, audio_input): try: result = self.s2t.recognize(audio_input, model=self.k_st2_model) result = loads(str(result)) result = result["result"]["results"][0]["alternatives"][0]['transcript'] except Exception: return False, "I don't understand what you are saying." return True, str(result def main(): pass if __name__ == '__main__': main()
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 34 • Unclosed '(' at line 35 - expected ')' • Block at line 7 has no indented body Fixes: • Add closing quote at line 34 • Add closing ')' bracket • Review code syntax
|
advanced
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api
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syntax_repair
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Pythoncode:Python
| 4
| 1
| 1,361
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom ibm_watson import TextToSpeechV1, SpeechToTextV1, DetailedResponse\n\nfrom os import system\nfrom json import loads\n\n\nclass Converter:\n\n k_s2t_api_key = \"0pxCnJQ_r5Yy3SZDRhYS4XshrTMJyZEsuc45SbBcfGgf\"\n k_t2s_api_key = \"euoR7ZdLMOBd29wP1fNaZFJsqwKt45TUmwcVwpzbQBcA\"\n k_s2t_url = \"https://stream.watsonplatform.net/speech-to-text/api\"\n k_t2s_url = \"https://gateway-wdc.watsonplatform.net/text-to-speech/api\"\n k_t2s_voice = \"en-US_AllisonVoice\"\n k_t2s_format = \"audio/webm\"\n k_st2_model = \"en-US_NarrowbandModel\"\n\n def __init__(self):\n self.s2t = SpeechToTextV1(iam_apikey=self.k_s2t_api_key, url=self.k_s2t_url)\n self.t2s = TextToSpeechV1(iam_apikey=self.k_t2s_api_key, url=self.k_t2s_url)\n\n def read(self, string: str):\n return self.t2s.synthesize(\n string,\n voice=self.k_t2s_voice,\n accept=self.k_t2s_format\n ).get_result().content\n\n def listen(self, audio_input):\n try:\n result = self.s2t.recognize(audio_input, model=self.k_st2_model)\n result = loads(str(result))\n result = result[\"result\"][\"results\"][0][\"alternatives\"][0]['transcript']\n except Exception:\n return False, \"I don't understand what you are saying.\"\n return True, str(result\n\n\ndef main():\n pass\n\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 34\n \u2022 Unclosed '(' at line 35 - expected ')'\n \u2022 Block at line 7 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 34\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0edda9355db51eae6f5202748937966f72f31878
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from subprocess import run def perform_shutdown(body): arg = "" if body["reboot"]: _is_reboot = arg + "-r" else: _is_reboot = arg + "-h" time_to_shutdown = str(body['timeToShutdown']) result = run(["/sbin/shutdown", _is_reboot, time_to_shutdown]) retur
|
Syntax Analysis: Fixes: • Add docstring to function 'perform_shutdown'
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 294
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom subprocess import run\n\n\ndef perform_shutdown(body):\n arg = \"\"\n if body[\"reboot\"]:\n _is_reboot = arg + \"-r\"\n else:\n _is_reboot = arg + \"-h\"\n time_to_shutdown = str(body['timeToShutdown'])\n result = run([\"/sbin/shutdown\", _is_reboot, time_to_shutdown])\n retur"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to function 'perform_shutdown'"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0eddc7235cfdc03253ec66ce28f34006def0e26e
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Generated by Django 2.1.7 on 2019-02-23 23:45 from django.db import migrations class Migration(migrations.Migration): dependencies = [ ('torrents', '0010_auto_20190223_0326'), ] operations = [ migrations.AlterModelOptions( name='realm', options={'ordering': ('name',)}, ), ]
|
Classes: Migration This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
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Pythoncode:Python
| 0
| 1
| 346
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Generated by Django 2.1.7 on 2019-02-23 23:45\n\nfrom django.db import migrations\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('torrents', '0010_auto_20190223_0326'),\n ]\n\n operations = [\n migrations.AlterModelOptions(\n name='realm',\n options={'ordering': ('name',)},\n ),\n ]"}, {"role": "assistant", "content": " Classes: Migration\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0edddd954e6572bd2613d0926da19b7e62f01353
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from . import (emoji as emj, keyboards as kb, telegram as tg, phrases as phr, finance as fin, utils, glossary, bots, gcp, sed, db)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 281
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom . import (emoji as emj,\n keyboards as kb,\n telegram as tg,\n phrases as phr,\n finance as fin,\n utils,\n glossary,\n bots,\n gcp,\n sed,\n db)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0ede1b7c3e14b744474c60d6f5f4a702ad5ce8ca
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 """ :mod:`question.serializers` -- serializers """ from rest_framework import serializers from .models import Question, PossibleAnswer from category.models import Category class PossibleAnswerSerializer(serializers.ModelSerializer): class Meta: model = PossibleAnswer fields = ( 'id', 'possible_answer', ) class QuestionSerializer(serializers.ModelSerializer): category = serializers.StringRelatedField() possible_answer = serializers.StringRelatedField(many=True) class Meta: model = Question fields = ( 'id', 'question', 'category', 'possible_answer', 'male_answer_count', 'female_answer_count', 'all_answer_count', ) class CategorySerializer(serializers.ModelSerializer): def count(self): """ {{ category.question_set.count }} """ class Meta: model = Category fields = ( 'id', 'title', ) Error: Logic Error / Incomplete Statement
|
Fixed Code: #!/usr/bin/env python # -*- coding: utf-8 """ :mod:`question.serializers` -- serializers """ from rest_framework import serializers from .models import Question, PossibleAnswer from category.models import Category class PossibleAnswerSerializer(serializers.ModelSerializer): class Meta: model = PossibleAnswer fields = ( 'id', 'possible_answer', ) Explanation: Add return statement to function
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advanced
|
machine_learning
|
error_fixing
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Pythoncode:Python
| 1
| 6
| 1,095
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8\n\n\"\"\"\n:mod:`question.serializers` -- serializers\n\"\"\"\n\nfrom rest_framework import serializers\nfrom .models import Question, PossibleAnswer\nfrom category.models import Category\n\n\nclass PossibleAnswerSerializer(serializers.ModelSerializer):\n class Meta:\n model = PossibleAnswer\n fields = (\n 'id',\n 'possible_answer',\n )\n\n\nclass QuestionSerializer(serializers.ModelSerializer):\n category = serializers.StringRelatedField()\n possible_answer = serializers.StringRelatedField(many=True)\n\n class Meta:\n model = Question\n fields = (\n 'id',\n 'question',\n 'category',\n 'possible_answer',\n 'male_answer_count',\n 'female_answer_count',\n 'all_answer_count',\n )\n\n\nclass CategorySerializer(serializers.ModelSerializer):\n def count(self):\n \"\"\"\n {{ category.question_set.count }}\n \"\"\"\n\n class Meta:\n model = Category\n fields = (\n 'id',\n 'title',\n )\n\n\n Error: Logic Error / Incomplete Statement"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n# -*- coding: utf-8\n\n\"\"\"\n:mod:`question.serializers` -- serializers\n\"\"\"\n\nfrom rest_framework import serializers\nfrom .models import Question, PossibleAnswer\nfrom category.models import Category\n\n\nclass PossibleAnswerSerializer(serializers.ModelSerializer):\n class Meta:\n model = PossibleAnswer\n fields = (\n 'id',\n 'possible_answer',\n )\n\n\n Explanation: Add return statement to function"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
0ee18d6b7b8309b3efbe99ae9ad5cbadde515b83
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # Form implementation generated from reading ui file 'src/ui_ShowResultDialog.ui' # # Created: Sat May 16 17:05:43 2015 # by: PyQt5 UI code generator 5.4 # # WARNING! All changes made in this file will be lost! from PyQt5 import QtCore, QtGui, QtWidgets class Ui_Dialog(object): def setupUi(self, Dialog): Dialog.setObjectName("Dialog") Dialog.resize(400, 300) self.verticalLayout = QtWidgets.QVBoxLayout(Dialog) self.verticalLayout.setObjectName("verticalLayout") self.lb_image = ImageLabel(Dialog) sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding) sizePolicy.setHorizontalStretch(0) sizePolicy.setVerticalStretch(0) sizePolicy.setHeightForWidth(self.lb_image.sizePolicy().hasHeightForWidth()) self.lb_image.setSizePolicy(sizePolicy) self.lb_image.setMinimumSize(QtCore.QSize(100, 100)) self.lb_image.setAlignment(QtCore.Qt.AlignCenter) self.lb_image.setObjectName("lb_image") self.verticalLayout.addWidget(self.lb_image) self.hLayout = QtWidgets.QHBoxLayout() self.hLayout.setObjectName("hLayout") spacerItem = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum) self.hLayout.addItem(spacerItem) self.btn_save = QtWidgets.QPushButton(Dialog) self.btn_save.setObjectName("btn_save") self.hLayout.addWidget(self.btn_save) spacerItem1 = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum) self.hLayout.addItem(spacerItem1) self.verticalLayout.addLayout(self.hLayout) self.retranslateUi(Dialog) QtCore.QMetaObject.connectSlotsByName(Dialog) def retranslateUi(self, Dialog): _translate = QtCore.QCoreApplication.translate Dialog.setWindowTitle(_translate("Dialog", "Dialog")) self.lb_image.setText(_translate("D
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 45 • Unclosed '(' at line 45 - expected ')' • Unclosed '(' at line 45 - expected ')' Fixes: • Add closing quote at line 45 • Add closing ')' bracket • Add closing ')' bracket
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 2
| 1
| 2,017
| 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 'src/ui_ShowResultDialog.ui'\n#\n# Created: Sat May 16 17:05:43 2015\n# by: PyQt5 UI code generator 5.4\n#\n# WARNING! All changes made in this file will be lost!\n\nfrom PyQt5 import QtCore, QtGui, QtWidgets\n\nclass Ui_Dialog(object):\n def setupUi(self, Dialog):\n Dialog.setObjectName(\"Dialog\")\n Dialog.resize(400, 300)\n self.verticalLayout = QtWidgets.QVBoxLayout(Dialog)\n self.verticalLayout.setObjectName(\"verticalLayout\")\n self.lb_image = ImageLabel(Dialog)\n sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)\n sizePolicy.setHorizontalStretch(0)\n sizePolicy.setVerticalStretch(0)\n sizePolicy.setHeightForWidth(self.lb_image.sizePolicy().hasHeightForWidth())\n self.lb_image.setSizePolicy(sizePolicy)\n self.lb_image.setMinimumSize(QtCore.QSize(100, 100))\n self.lb_image.setAlignment(QtCore.Qt.AlignCenter)\n self.lb_image.setObjectName(\"lb_image\")\n self.verticalLayout.addWidget(self.lb_image)\n self.hLayout = QtWidgets.QHBoxLayout()\n self.hLayout.setObjectName(\"hLayout\")\n spacerItem = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)\n self.hLayout.addItem(spacerItem)\n self.btn_save = QtWidgets.QPushButton(Dialog)\n self.btn_save.setObjectName(\"btn_save\")\n self.hLayout.addWidget(self.btn_save)\n spacerItem1 = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)\n self.hLayout.addItem(spacerItem1)\n self.verticalLayout.addLayout(self.hLayout)\n\n self.retranslateUi(Dialog)\n QtCore.QMetaObject.connectSlotsByName(Dialog)\n\n def retranslateUi(self, Dialog):\n _translate = QtCore.QCoreApplication.translate\n Dialog.setWindowTitle(_translate(\"Dialog\", \"Dialog\"))\n self.lb_image.setText(_translate(\"D"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 45\n \u2022 Unclosed '(' at line 45 - expected ')'\n \u2022 Unclosed '(' at line 45 - expected ')'\n\n Fixes:\n \u2022 Add closing quote at line 45\n \u2022 Add closing ')' bracket\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0ee18e4216ec08fa76991908f8a448c6f9b7427c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class ApiKey(Resource): """An API key is an access key and secret key that provide API access into DCM.""" PATH = 'admin/ApiKey' COLLECTION_NAME = 'apiKeys' PRIMARY_KEY = 'access_key' def __init__(self, access_key=None, endpoint=None, *args, **kwargs): Resource.__init__(self, endpoint=endpoint) self.__access_key = access_key @property def access_key(self): """The primary identifier of the `ApiKey`. Same as `DCM_ACCESS_KEY`""" return self.__access_key @lazy_property def account(self): """`dict` - The account with which this API key is associated.""" return self.__account @lazy_property def activation(self): """`str` - The date and time when this key was activated.""" return self.__activation @lazy_property def expiration(self): """`str` - The date and time when this API key should automatically be made inactivate.""" return self
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 1 has no indented body • Hardcoded credentials at line 6 - use environment variables Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 16
| 1
| 977
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass ApiKey(Resource):\n\n \"\"\"An API key is an access key and secret key that provide API access into DCM.\"\"\"\n PATH = 'admin/ApiKey'\n COLLECTION_NAME = 'apiKeys'\n PRIMARY_KEY = 'access_key'\n\n def __init__(self, access_key=None, endpoint=None, *args, **kwargs):\n Resource.__init__(self, endpoint=endpoint)\n self.__access_key = access_key\n\n @property\n def access_key(self):\n \"\"\"The primary identifier of the `ApiKey`. Same as `DCM_ACCESS_KEY`\"\"\"\n return self.__access_key\n\n @lazy_property\n def account(self):\n \"\"\"`dict` - The account with which this API key is associated.\"\"\"\n return self.__account\n\n @lazy_property\n def activation(self):\n \"\"\"`str` - The date and time when this key was activated.\"\"\"\n return self.__activation\n\n @lazy_property\n def expiration(self):\n \"\"\"`str` - The date and time when this API key should automatically be made inactivate.\"\"\"\n return self"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 1 has no indented body\n \u2022 Hardcoded credentials at line 6 - use environment variables\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ee1c1606231abe837f3edc4544d4485e01f3d4a
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: my_set = {1, 3, 5} my_dict = {'name': 'Jose', 'age': 90} another_dict = {1: 15, 2: 75, 3: 150} lottery_players = [ { 'name': 'Rolf', 'numbers': (13, 45, 66, 23, 22) }, { 'name': 'John', ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: 'numbers': (14, 56, 80, 23, 22) } ] universities = [
|
intermediate
|
general
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 222
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nmy_set = {1, 3, 5}\nmy_dict = {'name': 'Jose', 'age': 90}\nanother_dict = {1: 15, 2: 75, 3: 150}\n\nlottery_players = [\n {\n 'name': 'Rolf',\n 'numbers': (13, 45, 66, 23, 22)\n },\n {\n 'name': 'John',\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 'numbers': (14, 56, 80, 23, 22)\n }\n]\n\nuniversities = ["}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ee1c3866e5f2d77866339896a7b340616b1337d
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class QWTable(QTableView): def __init__(self, **kwargs): parent = kwargs.get('parent', None) QTableView.__init__(self, parent) self._name = self.__class__.__name__ icon.set_icons() self.is_connected_item_changed = False self._si_model = QStandardItemModel() self.set_selection_mode() self.fill_table_model(**kwargs) # defines self._si_model self.setModel(self._si_model) self.connect_control() self.set_style() def connect_control(self): self.connect_item_selected_to(self.on_item_selected) self.clicked.connect(self.on_click) self.doubleClicked.connect(self.on_double_click) self.connect_item_changed_to(self.on_item_changed) #def __del__(self): # QTableView.__del__(self) - it does not have __del__ def set_selection_mode(self, smode=QAbstractItemView.ExtendedSelection): logger.debug('Set selection mode: %s'%smode) self.setSelectionMode(smode) def connect_item_changed_to(self, recipient): self._si_model.itemChanged.connect(recipient) self.is_connected_item_changed = True def disconnect_item_changed_from(self, recipient): if self.is_connected_item_changed: self._si_model.itemChanged.disconnect(recipient)
|
self.is_connected_item_changed = False def connect_item_selected_to(self, recipient): self.selectionModel().currentChanged[QModelIndex, QModelIndex].connect(recipient) def disconnect_item_selected_from(self, recipient): #self.selectionModel().selectionChanged[QModelIndex, QModelIndex].disconnect(recipient) self.selectionModel().currentChanged[QModelIndex, QModelIndex].disconnect(recipient) def set_style(self): self.setStyleSheet("QTableView::item:hover{background-color:#00FFAA;}") #self.setSizePolicy(QSizePolicy::Preferred,QSizePolicy::Fixed) self.set_exact_widget_size() def set_exact_widget_size(self): """set window size exactly matching actual size of QTableView. """ self.setSizePolicy(QSizePolicy.Minimum, QSizePolicy.Minimum) self.setVerticalScrollBarPolicy(Qt.ScrollBarAlwaysOff) self.setHorizontalScrollBarPolicy(Qt.ScrollBarAlwaysOff) self.resizeColumnsToContents() self.setFixedSize(self.horizontalHeader().length()+self.verticalHeader().width(),\ self.verticalHeader().length()+self.horizontalHeader().height()) ... [14 more functiondefs truncated] ...
|
advanced
|
ui
|
code_completion
|
Pythoncode:Python
| 9
| 1
| 2,579
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\nclass QWTable(QTableView):\n\n def __init__(self, **kwargs):\n\n parent = kwargs.get('parent', None)\n\n QTableView.__init__(self, parent)\n self._name = self.__class__.__name__\n\n icon.set_icons()\n\n self.is_connected_item_changed = False\n\n self._si_model = QStandardItemModel()\n self.set_selection_mode()\n self.fill_table_model(**kwargs) # defines self._si_model\n self.setModel(self._si_model)\n self.connect_control()\n self.set_style()\n\n\n def connect_control(self):\n self.connect_item_selected_to(self.on_item_selected)\n self.clicked.connect(self.on_click)\n self.doubleClicked.connect(self.on_double_click)\n self.connect_item_changed_to(self.on_item_changed)\n\n\n #def __del__(self):\n # QTableView.__del__(self) - it does not have __del__\n\n\n def set_selection_mode(self, smode=QAbstractItemView.ExtendedSelection):\n logger.debug('Set selection mode: %s'%smode)\n self.setSelectionMode(smode)\n\n\n def connect_item_changed_to(self, recipient):\n self._si_model.itemChanged.connect(recipient)\n self.is_connected_item_changed = True\n\n\n def disconnect_item_changed_from(self, recipient):\n if self.is_connected_item_changed:\n self._si_model.itemChanged.disconnect(recipient)"}, {"role": "assistant", "content": "\n self.is_connected_item_changed = False\n\n\n def connect_item_selected_to(self, recipient):\n self.selectionModel().currentChanged[QModelIndex, QModelIndex].connect(recipient)\n\n\n def disconnect_item_selected_from(self, recipient):\n #self.selectionModel().selectionChanged[QModelIndex, QModelIndex].disconnect(recipient)\n self.selectionModel().currentChanged[QModelIndex, QModelIndex].disconnect(recipient)\n\n\n def set_style(self):\n self.setStyleSheet(\"QTableView::item:hover{background-color:#00FFAA;}\")\n #self.setSizePolicy(QSizePolicy::Preferred,QSizePolicy::Fixed)\n self.set_exact_widget_size()\n\n\n def set_exact_widget_size(self):\n \"\"\"set window size exactly matching actual size of QTableView.\n \"\"\"\n self.setSizePolicy(QSizePolicy.Minimum, QSizePolicy.Minimum)\n self.setVerticalScrollBarPolicy(Qt.ScrollBarAlwaysOff)\n self.setHorizontalScrollBarPolicy(Qt.ScrollBarAlwaysOff)\n self.resizeColumnsToContents()\n self.setFixedSize(self.horizontalHeader().length()+self.verticalHeader().width(),\\\n self.verticalHeader().length()+self.horizontalHeader().height())\n\n\n\n ... [14 more functiondefs truncated] ..."}]
| false
| null | null | null |
0ee3d5ffc425ea5928ae83711b91532c1603b60f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: """Extension loader for filetype handlers. The extension objects provided by MIMEExtensionLoader objects have four attributes: parse, embed, add_options, and update_options. The first two are used as handlers for supporting the MIME type as primary and embeded resources. The last two are (currently) only used for printing. """ __version__ = '$Revision: 2.4 $' from . import extloader import string class MIMEExtensionLoader(extloader.ExtensionLoader): def find(self, name): new_name = string.replace(name, "-", "_") major, minor = tuple(string.split(new_name, "/")) if minor: modname = "%s_%s" % (major, minor) else: modname = major mod = self.find_module(modname) ext = None if not mod and modname != major: ext = self.get(major + "/") elif mod: ext = MIMETypeExtension(name, mod, modname) return ext class MIMETypeExtension: def __init__(self, type, mod, modname): self.type = type self.__load_attr(mod, "parse_" + modname, "parse") self.__load_attr(mod, "embed_" + modname, "embed") self.__load_attr(mod, "add_options") self.__load_attr(mod, "update_settings") def __repr__(self): classname = self.__class__.__name__ modulename = self.__class__.__module__ if self.parse and self.embed: flags = " [displayable, embeddable]" elif self.embed: flags = " [embeddable]" elif self.parse: flags = " [displayable]" else: # not very useful, now is it? flags = "" return "<%s.%s for %s%s>" % (modulename, classname, self.type, flags) def __load_attr(self, mod, name, load_as=None): load_as = load_as or name if hasattr(mod, name): v = getattr(mod, name) else: v = None setattr(self, load_as, v)
|
Functions: find, __init__, __repr__, __load_attr Classes: MIMEExtensionLoader, MIMETypeExtension This code demonstrates Pythoncode:Python programming.
|
advanced
|
oop
|
code_explanation
|
Pythoncode:Python
| 4
| 2
| 1,948
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\"Extension loader for filetype handlers.\n\nThe extension objects provided by MIMEExtensionLoader objects have four\nattributes: parse, embed, add_options, and update_options. The first two\nare used as handlers for supporting the MIME type as primary and embeded\nresources. The last two are (currently) only used for printing.\n\"\"\"\n__version__ = '$Revision: 2.4 $'\n\n\nfrom . import extloader\nimport string\n\n\nclass MIMEExtensionLoader(extloader.ExtensionLoader):\n def find(self, name):\n new_name = string.replace(name, \"-\", \"_\")\n major, minor = tuple(string.split(new_name, \"/\"))\n if minor:\n modname = \"%s_%s\" % (major, minor)\n else:\n modname = major\n mod = self.find_module(modname)\n ext = None\n if not mod and modname != major:\n ext = self.get(major + \"/\")\n elif mod:\n ext = MIMETypeExtension(name, mod, modname)\n return ext\n\n\nclass MIMETypeExtension:\n def __init__(self, type, mod, modname):\n self.type = type\n self.__load_attr(mod, \"parse_\" + modname, \"parse\")\n self.__load_attr(mod, \"embed_\" + modname, \"embed\")\n self.__load_attr(mod, \"add_options\")\n self.__load_attr(mod, \"update_settings\")\n\n def __repr__(self):\n classname = self.__class__.__name__\n modulename = self.__class__.__module__\n if self.parse and self.embed:\n flags = \" [displayable, embeddable]\"\n elif self.embed:\n flags = \" [embeddable]\"\n elif self.parse:\n flags = \" [displayable]\"\n else:\n # not very useful, now is it?\n flags = \"\"\n return \"<%s.%s for %s%s>\" % (modulename, classname, self.type, flags)\n\n def __load_attr(self, mod, name, load_as=None):\n load_as = load_as or name\n if hasattr(mod, name):\n v = getattr(mod, name)\n else:\n v = None\n setattr(self, load_as, v)"}, {"role": "assistant", "content": " Functions: find, __init__, __repr__, __load_attr\n Classes: MIMEExtensionLoader, MIMETypeExtension\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0ee3f4cb54a20c54630494d1b68aa8ef7ce66afa
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # coding: utf-8 # (C) Copyright IBM Corp. 2021. # # 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. # IBM OpenAPI SDK Code Generator Version: 3.25.0-2b3f843a-20210115-164628 class AdminrestV1(BaseService): """The adminrest V1 service.""" DEFAULT_SERVICE_URL = 'https://adminrest.cloud.ibm.com' DEFAULT_SERVICE_NAME = 'adminrest' @classmethod def new_instance(cls,
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unclosed '(' at line 26 - expected ')' • SyntaxError: '(' was never closed at line 26 Fix: Close the string literal with matching quote
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 884
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding: utf-8\n\n# (C) Copyright IBM Corp. 2021.\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# IBM OpenAPI SDK Code Generator Version: 3.25.0-2b3f843a-20210115-164628\n \nclass AdminrestV1(BaseService):\n \"\"\"The adminrest V1 service.\"\"\"\n\n DEFAULT_SERVICE_URL = 'https://adminrest.cloud.ibm.com'\n DEFAULT_SERVICE_NAME = 'adminrest'\n\n @classmethod\n def new_instance(cls,"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unclosed '(' at line 26 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 26\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0ee482f843ff11fa45eb748eba4af3c343f6b618
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import functions from pytest import approx from bcca.test import should_print def test_add_em_up(): assert functions.add_em_up(1, 2, 3) == 6 assert functions.add_em_up(4, 5, 6) == 15 def test_sub_sub_hubbub(): assert functions.sub_sub_hubbub(1, 2, 3) == -4 def test_square_area(): assert functions.square_area(5, 5) == 25 assert functions.square_area(3, 5) == 15 assert functions.square_area(2, 2 == 4 def test_circle_area(): assert functions.circle_area(1) == approx(3.14) assert functions.circle_area(5) == approx(78.5) def test_kilometers_to_miles(): assert functions.kilometers_to_miles(1) == approx(0.6214) assert functions.kilometers_to_miles(.5) == approx(0.3107) assert functions.kilometers_to_miles(0) == approx(0.0) assert functions.kilometers_to_miles(40) == approx(24.855999999999998) @should_print def test_sales_tax_1(output): functions.sales_tax(1) assert output == """ Purchase Amount: 1 State Sales Tax: 0.04 County Sales Tax: 0.02 Total Sales Tax: 0.06 Total Cost: 1.06 """ @should_print def test_sales_tax_99_99(output): functions.sales_tax(99.99) assert output == """ Purchase Amount: 99.99 State Sales Tax: 3.9996 County Sales Tax: 1.9998 Total Sales Tax: 5.9994 Total Cost: 105.98939999999999 """ @should_print def test_sales_tax_5_95(output): functions.sales_tax(5.95) assert output == """ Purchase Amount: 5.95 State Sales Tax: 0.23800000000000002 County Sales Tax: 0.11900000000000001 Total Sales Tax: 0.35700000000000004 Total Cost: 6.307 """ def test_min_insurance(): assert functions.min_insurance(100000) == approx(80000.0) assert functions.min_insurance(123456789) == approx(98765431.2) assert functions.min_insurance(0) == approx(0.0) assert functions.min_insurance(-54317890) == approx(-43454312.0) @should_print def test_property_tax_10000(output): functions.property_tax(10000) assert output == ''' Assessment Value: 6000.0 Property Tax: 38.4 ''' @should_print def test_property_tax_99999_95(output): functions.property_tax(99999.95) assert output == ''' Assessment Value: 59999.969999999994 Property Tax: 383.999808 ''' def test_bmi(): assert functions.bmi(160, 67) == approx(25.05680552) assert functions.bmi(200, 72) == approx(27.12191358) assert functions.bmi(120, 60) == approx(23.43333333) def test_calories(): assert functions.calories(5, 20) == 125 assert functions.calories(1, 1) == 13 def test_earnings(): assert functions.earnings(100, 100, 100) == 3600 assert functions.earnings(50, 75, 100) == 2550 assert functions.earnings(0, 1000, 79) == 12711 @should_print ... [4 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 37 • Unclosed '(' at line 18 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 37 • Add closing ')' bracket
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 14
| 0
| 2,726
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport functions\nfrom pytest import approx\nfrom bcca.test import should_print\n\n\ndef test_add_em_up():\n assert functions.add_em_up(1, 2, 3) == 6\n assert functions.add_em_up(4, 5, 6) == 15\n\n\ndef test_sub_sub_hubbub():\n assert functions.sub_sub_hubbub(1, 2, 3) == -4\n\n\ndef test_square_area():\n assert functions.square_area(5, 5) == 25\n assert functions.square_area(3, 5) == 15\n assert functions.square_area(2, 2 == 4\n\n\ndef test_circle_area():\n assert functions.circle_area(1) == approx(3.14)\n assert functions.circle_area(5) == approx(78.5)\n\n\ndef test_kilometers_to_miles():\n assert functions.kilometers_to_miles(1) == approx(0.6214)\n assert functions.kilometers_to_miles(.5) == approx(0.3107)\n assert functions.kilometers_to_miles(0) == approx(0.0)\n assert functions.kilometers_to_miles(40) == approx(24.855999999999998)\n\n\n@should_print\ndef test_sales_tax_1(output):\n functions.sales_tax(1)\n\n assert output == \"\"\"\nPurchase Amount: 1\nState Sales Tax: 0.04\nCounty Sales Tax: 0.02\nTotal Sales Tax: 0.06\nTotal Cost: 1.06\n\"\"\"\n\n\n@should_print\ndef test_sales_tax_99_99(output):\n functions.sales_tax(99.99)\n\n assert output == \"\"\"\nPurchase Amount: 99.99\nState Sales Tax: 3.9996\nCounty Sales Tax: 1.9998\nTotal Sales Tax: 5.9994\nTotal Cost: 105.98939999999999\n\"\"\"\n\n\n@should_print\ndef test_sales_tax_5_95(output):\n functions.sales_tax(5.95)\n\n assert output == \"\"\"\nPurchase Amount: 5.95\nState Sales Tax: 0.23800000000000002\nCounty Sales Tax: 0.11900000000000001\nTotal Sales Tax: 0.35700000000000004\nTotal Cost: 6.307\n\"\"\"\n\n\ndef test_min_insurance():\n assert functions.min_insurance(100000) == approx(80000.0)\n assert functions.min_insurance(123456789) == approx(98765431.2)\n assert functions.min_insurance(0) == approx(0.0)\n assert functions.min_insurance(-54317890) == approx(-43454312.0)\n\n\n@should_print\ndef test_property_tax_10000(output):\n functions.property_tax(10000)\n\n assert output == '''\nAssessment Value: 6000.0\nProperty Tax: 38.4\n'''\n\n\n@should_print\ndef test_property_tax_99999_95(output):\n functions.property_tax(99999.95)\n\n assert output == '''\nAssessment Value: 59999.969999999994\nProperty Tax: 383.999808\n'''\n\n\ndef test_bmi():\n assert functions.bmi(160, 67) == approx(25.05680552)\n assert functions.bmi(200, 72) == approx(27.12191358)\n assert functions.bmi(120, 60) == approx(23.43333333)\n\n\ndef test_calories():\n assert functions.calories(5, 20) == 125\n assert functions.calories(1, 1) == 13\n\n\ndef test_earnings():\n assert functions.earnings(100, 100, 100) == 3600\n assert functions.earnings(50, 75, 100) == 2550\n assert functions.earnings(0, 1000, 79) == 12711\n\n\n@should_print\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 37\n \u2022 Unclosed '(' at line 18 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 37\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0ee4cfc2dd5204b72c6c610aac6abe376e79a7c9
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # coding=utf-8 from __future__ import unicode_literals from .base import BasePlugin class TextPlugin(BasePlugin): ext = 'txt'
|
Syntax Analysis: Syntax Errors Found: • Block at line 7 has no indented body Fixes: • Add docstring to class 'TextPlugin'
|
beginner
|
oop
|
syntax_repair
|
Pythoncode:Python
| 0
| 1
| 134
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# coding=utf-8\nfrom __future__ import unicode_literals\n\nfrom .base import BasePlugin\n\n\nclass TextPlugin(BasePlugin):\n\n ext = 'txt'"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Block at line 7 has no indented body\n\n Fixes:\n \u2022 Add docstring to class 'TextPlugin'"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0ee558decdd72d80756553cbdc2a73e521956143
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 # Project: VUT FIT SUI Project - Dice Wars # Authors: # - Josef Kolář <xkolar71@stud.fit.vutbr.cz> # - Dominik Harmim <xharmi00@stud.fit.vutbr.cz> # - Petr Kapoun <xkapou04@stud.fit.vutbr.cz> # - Jindřich Šesták <xsesta05@stud.fit.vutbr.cz> # Year: 2020 # Description: Generates game configurations. import random import sys from argparse import ArgumentParser import time from signal import signal, SIGCHLD from utils import run_ai_only_game, BoardDefinition parser = ArgumentParser(prog='Dice_Wars') parser.add_argument('-p', '--port', help="Server port", type=int, default=5005) parser.add_argument('-a', '--address', help="Server address", default='127.0.0.1') ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: procs = [] def signal_handler(): """ Handler for SIGCHLD signal that terminates server and clients. """
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intermediate
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database
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incomplete_code
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Pythoncode:Python
| 3
| 0
| 713
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n\n# Project: VUT FIT SUI Project - Dice Wars\n# Authors:\n# - Josef Kol\u00e1\u0159 <xkolar71@stud.fit.vutbr.cz>\n# - Dominik Harmim <xharmi00@stud.fit.vutbr.cz>\n# - Petr Kapoun <xkapou04@stud.fit.vutbr.cz>\n# - Jind\u0159ich \u0160est\u00e1k <xsesta05@stud.fit.vutbr.cz>\n# Year: 2020\n# Description: Generates game configurations.\n\nimport random\nimport sys\nfrom argparse import ArgumentParser\nimport time\nfrom signal import signal, SIGCHLD\n\nfrom utils import run_ai_only_game, BoardDefinition\n\nparser = ArgumentParser(prog='Dice_Wars')\nparser.add_argument('-p', '--port', help=\"Server port\", type=int, default=5005)\nparser.add_argument('-a', '--address', help=\"Server address\", default='127.0.0.1')\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:\nprocs = []\n\n\ndef signal_handler():\n \"\"\" Handler for SIGCHLD signal that terminates server and clients. \"\"\""}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ee595b8e0ae941415e84128e8515b5e48db04fe
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import functools import sys from contextlib import contextmanager import pytest def pytest_configure(): global _orig_trace _orig_trace = sys.gettrace() @pytest.fixture(scope="session", autouse=True) def term(): """Configure TERM for predictable output from Pygments.""" from _pytest.monkeypatch import MonkeyPatch m = MonkeyPatch() m.setenv("TERM", "xterm-256color") yield m m.undo() # if _orig_trace and not hasattr(sys, "pypy_version_info"): # Fails with PyPy2 (https://travis-ci.org/antocuni/pdb/jobs/509624590)?! @pytest.fixture(autouse=True) def restore_settrace(monkeypatch): """(Re)store sys.gettrace after test run. This is required to re-enable coverage tracking. """ assert sys.gettrace() is _orig_trace orig_settrace = sys.settrace # Wrap sys.settrace to restore original tracing function (coverage) # with `sys.settrace(None)`. def settrace(func): if func is None: orig_settrace(_orig_trace) else: orig_settrace(func) monkeypatch.setattr("sys.settrace", settrace) yield newtrace = sys.gettrace() if newtrace is not _orig_trace: sys.settrace(_orig_trace) assert newtrace is None @pytest.fixture(scope="session") def _tmphome_path(tmpdir_factory): return tmpdir_factory.mktemp("tmphome") @pytest.fixture(autouse=sys.version_info < (3, 6)) def tmphome(request, monkeypatch): """Set up HOME in a temporary directory. # Complete this line This ignores any real ~/.pdbrc.py then, and seems to be required also with linecache on py27, where it would read contents from ~/.pdbrc?!. """ # Use tmpdir from testdir, if it is used. if "testdir" in request.fixturenames: tmpdir = request.getfixturevalue("testdir").tmpdir else: tmpdir = request.getfixturevalue("_tmphome_path") monkeypatch.setenv("HOME", str(tmpdir)) monkeypatch.setenv("USERPROFILE", str(tmpdir)) with tmpdir.as_cwd(): yield tmpdir @pytest.fixture(params=("pyrepl", "readline"), scope="session") def readline_param(request): from _pytest.monkeypatch import MonkeyPatch m = MonkeyPatch() if request.param == "pyrepl": try: import pyrepl.readline # noqa: F401 except ImportError as exc: pytest.skip(msg="pyrepl not available: {}".format(exc)) m.setattr("fancycompleter.DefaultConfig.prefer_pyrepl", True) else: m.setattr("fancycompleter.DefaultConfig.prefer_pyrepl", False) return request.param @pytest.fixture def monkeypatch_readline(request, monkeypatch, readline_param): """Patch readline to return given results.""" ... [6 more functiondefs truncated] ...
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The missing line is:
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advanced
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testing
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fill_in_the_blank
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Pythoncode:Python
| 8
| 0
| 2,726
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport functools\nimport sys\nfrom contextlib import contextmanager\n\nimport pytest\n\ndef pytest_configure():\n global _orig_trace\n _orig_trace = sys.gettrace()\n\n\n@pytest.fixture(scope=\"session\", autouse=True)\ndef term():\n \"\"\"Configure TERM for predictable output from Pygments.\"\"\"\n from _pytest.monkeypatch import MonkeyPatch\n\n m = MonkeyPatch()\n m.setenv(\"TERM\", \"xterm-256color\")\n yield m\n m.undo()\n\n\n# if _orig_trace and not hasattr(sys, \"pypy_version_info\"):\n# Fails with PyPy2 (https://travis-ci.org/antocuni/pdb/jobs/509624590)?!\n@pytest.fixture(autouse=True)\ndef restore_settrace(monkeypatch):\n \"\"\"(Re)store sys.gettrace after test run.\n\n This is required to re-enable coverage tracking.\n \"\"\"\n assert sys.gettrace() is _orig_trace\n\n orig_settrace = sys.settrace\n\n # Wrap sys.settrace to restore original tracing function (coverage)\n # with `sys.settrace(None)`.\n def settrace(func):\n if func is None:\n orig_settrace(_orig_trace)\n else:\n orig_settrace(func)\n monkeypatch.setattr(\"sys.settrace\", settrace)\n\n yield\n\n newtrace = sys.gettrace()\n if newtrace is not _orig_trace:\n sys.settrace(_orig_trace)\n assert newtrace is None\n\n\n@pytest.fixture(scope=\"session\")\ndef _tmphome_path(tmpdir_factory):\n return tmpdir_factory.mktemp(\"tmphome\")\n\n\n@pytest.fixture(autouse=sys.version_info < (3, 6))\ndef tmphome(request, monkeypatch):\n \"\"\"Set up HOME in a temporary directory.\n # Complete this line\n This ignores any real ~/.pdbrc.py then, and seems to be\n required also with linecache on py27, where it would read contents from\n ~/.pdbrc?!.\n \"\"\"\n # Use tmpdir from testdir, if it is used.\n if \"testdir\" in request.fixturenames:\n tmpdir = request.getfixturevalue(\"testdir\").tmpdir\n else:\n tmpdir = request.getfixturevalue(\"_tmphome_path\")\n\n monkeypatch.setenv(\"HOME\", str(tmpdir))\n monkeypatch.setenv(\"USERPROFILE\", str(tmpdir))\n\n with tmpdir.as_cwd():\n yield tmpdir\n\n\n@pytest.fixture(params=(\"pyrepl\", \"readline\"), scope=\"session\")\ndef readline_param(request):\n from _pytest.monkeypatch import MonkeyPatch\n\n m = MonkeyPatch()\n\n if request.param == \"pyrepl\":\n try:\n import pyrepl.readline # noqa: F401\n except ImportError as exc:\n pytest.skip(msg=\"pyrepl not available: {}\".format(exc))\n m.setattr(\"fancycompleter.DefaultConfig.prefer_pyrepl\", True)\n else:\n m.setattr(\"fancycompleter.DefaultConfig.prefer_pyrepl\", False)\n return request.param\n\n\n@pytest.fixture\ndef monkeypatch_readline(request, monkeypatch, readline_param):\n \"\"\"Patch readline to return given results.\"\"\"\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
0ee5bd4b8f792f655e11610a4d7c25b151f76873
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: """ Various generic env utilties. """ def center_crop_img(img, crop_zoom): """ crop_zoom is amount to "zoom" into the image. E.g. 2.0 would cut out half of the width, half of the height, and only give the center. """ raw_height, raw_width = img.shape[:2] center = raw_height // 2, raw_width // 2 crop_size = raw_height // crop_zoom, raw_width // crop_zoom min_y, max_y = int(center[0] - crop_size[0] // 2), int(center[0] + crop_size[0] // 2) min_x, max_x = int(center[1] - crop_size[1] // 2), int(center[1] + crop_size[1] // 2) img_cropped = img[min_y:max_y, min_x:max_x] return img_cropped def crop_img(img, relative_corners): """ relative_corners are floats between 0 and 1 designating where the corners of a crop box should be ([[top_left_x, top_left_y], [bottom_right_x, bottom_right_y]]). e.g. [[0, 0], [1, 1]] would be the full image, [[0.5, 0.5], [1, 1]] would be bottom right.""" rc = relative_corners raw_height, raw_width = img.shape[:2] top_left_pix = [int(rc[0][0] * raw_width), int(rc[0][1] * raw_height)] bottom_right_pix = [int(rc[1][0] * raw_width), int(rc[1][1] * raw_height)] img_cropped = img[top_left_pix[1]:bottom_right_pix[1], top_left_pix[0]:bottom_right_pix[0]] return img_cropped
|
Functions: center_crop_img, crop_img This code demonstrates Pythoncode:Python programming.
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intermediate
|
general
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 1,279
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\" Various generic env utilties. \"\"\"\n\ndef center_crop_img(img, crop_zoom):\n \"\"\" crop_zoom is amount to \"zoom\" into the image. E.g. 2.0 would cut out half of the width,\n half of the height, and only give the center. \"\"\"\n raw_height, raw_width = img.shape[:2]\n center = raw_height // 2, raw_width // 2\n crop_size = raw_height // crop_zoom, raw_width // crop_zoom\n min_y, max_y = int(center[0] - crop_size[0] // 2), int(center[0] + crop_size[0] // 2)\n min_x, max_x = int(center[1] - crop_size[1] // 2), int(center[1] + crop_size[1] // 2)\n img_cropped = img[min_y:max_y, min_x:max_x]\n return img_cropped\n\ndef crop_img(img, relative_corners):\n \"\"\" relative_corners are floats between 0 and 1 designating where the corners of a crop box\n should be ([[top_left_x, top_left_y], [bottom_right_x, bottom_right_y]]).\n\n e.g. [[0, 0], [1, 1]] would be the full image, [[0.5, 0.5], [1, 1]] would be bottom right.\"\"\"\n rc = relative_corners\n raw_height, raw_width = img.shape[:2]\n top_left_pix = [int(rc[0][0] * raw_width), int(rc[0][1] * raw_height)]\n bottom_right_pix = [int(rc[1][0] * raw_width), int(rc[1][1] * raw_height)]\n img_cropped = img[top_left_pix[1]:bottom_right_pix[1], top_left_pix[0]:bottom_right_pix[0]]\n return img_cropped"}, {"role": "assistant", "content": " Functions: center_crop_img, crop_img\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0ee60185bcf81d5e6fbf52b5b69fb40616c44fa1
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import absolute_import import mock from exam import fixture from sentry import options from sentry.models import Project from sentry.testutils import TestCase from sentry.utils.http import ( class AbsoluteUriTest(TestCase): def test_without_path(self): assert absolute_uri() == options.get('system.url-prefix') def test_with_path(self): assert absolute_uri('/foo/bar') == '%s/foo/bar' % (options.get('system.url-prefix'),) class SameDomainTestCase(TestCase): def test_is_same_domain(self): url1 = 'http://example.com/foo/bar' url2 = 'http://example.com/biz/baz' self.assertTrue(is_same_domain(url1, url2)) def test_is_same_domain_diff_scheme(self): url1 = 'https://example.com/foo/bar' url2 = 'http://example.com/biz/baz' self.assertTrue(is_same_domain(url1, url2)) def test_is_same_domain_diff_port(self): url1 = 'http://example.com:80/foo/bar' url2 = 'http://example.com:13/biz/baz' self.assertFalse(is_same_domain(url1, url2)) class GetOriginsTestCase(TestCase):
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 12 - expected ')' • Block at line 41 has no body - expected indented block • SyntaxError: '(' was never closed at line 12 Fix: Complete the truncated code structure
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advanced
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testing
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error_detection
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Pythoncode:Python
| 12
| 4
| 1,127
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nfrom __future__ import absolute_import\n\nimport mock\n\nfrom exam import fixture\n\nfrom sentry import options\nfrom sentry.models import Project\nfrom sentry.testutils import TestCase\nfrom sentry.utils.http import (\nclass AbsoluteUriTest(TestCase):\n def test_without_path(self):\n assert absolute_uri() == options.get('system.url-prefix')\n\n def test_with_path(self):\n assert absolute_uri('/foo/bar') == '%s/foo/bar' % (options.get('system.url-prefix'),)\n\n\nclass SameDomainTestCase(TestCase):\n def test_is_same_domain(self):\n url1 = 'http://example.com/foo/bar'\n url2 = 'http://example.com/biz/baz'\n\n self.assertTrue(is_same_domain(url1, url2))\n\n def test_is_same_domain_diff_scheme(self):\n url1 = 'https://example.com/foo/bar'\n url2 = 'http://example.com/biz/baz'\n\n self.assertTrue(is_same_domain(url1, url2))\n\n def test_is_same_domain_diff_port(self):\n url1 = 'http://example.com:80/foo/bar'\n url2 = 'http://example.com:13/biz/baz'\n\n self.assertFalse(is_same_domain(url1, url2))\n\n\nclass GetOriginsTestCase(TestCase):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 12 - expected ')'\n \u2022 Block at line 41 has no body - expected indented block\n \u2022 SyntaxError: '(' was never closed at line 12\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ee65ef56e608d8cc1f10a29c3d522f07069ba46
|
TheStack--python--000.parquet
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Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- """WebHelpers used in project.""" #from webhelpers import date, feedgenerator, html, number, misc, text
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from markupsafe import Markup def bold(text): return Markup('<strong>%s</strong>' % text)
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intermediate
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machine_learning
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code_completion
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Pythoncode:Python
| 1
| 0
| 224
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n\"\"\"WebHelpers used in project.\"\"\"\n\n#from webhelpers import date, feedgenerator, html, number, misc, text"}, {"role": "assistant", "content": "\nfrom markupsafe import Markup\n\ndef bold(text):\n return Markup('<strong>%s</strong>' % text)"}]
| false
| null | null | null |
0ee6801d23fab1803ee54e727965d043d1914412
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import sys; from Thesis.load.loadBenchmark import runLoadBenchmarkAsBatch; from Thesis.cluster.RiakCluster import RiakCluster; NORMAL_BINDING = 'riak'; CONSISTENCY_BINDING = 'riak_consistency'; IPS_IN_CLUSTER = ['172.16.33.14', '172.16.33.15', '172.16.33.16', '172.16.33.17', '172.16.33.18']; def main(): if len(sys.argv) < 7: printUsageAndExit(); pathToWorkloadFile = sys.argv[1]; dirToWriteResultTo = sys.argv[2]; runtimeBenchmarkInMinutes = int(sys.argv[3]); listOfOpsPerSec = sys.argv[4].split(','); listOfAmountThreads = sys.argv[5].split(','); listOfAmountOfMachines = sys.argv[6].split(','); if len(sys.argv) >= 8: remoteYcsbNodes = sys.argv[7].split(','); else: remoteYcsbNodes = [];
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cluster = RiakCluster(NORMAL_BINDING, CONSISTENCY_BINDING, IPS_IN_CLUSTER); runLoadBenchmarkAsBatch(cluster, remoteYcsbNodes, pathToWorkloadFile, runtimeBenchmarkInMinutes, dirToWriteResultTo, listOfOpsPerSec, listOfAmountThreads, listOfAmountOfMachines); def printUsageAndExit(): print 'usage: binary <path workload file> <result dir> <runtime benchmark> <list of #ops> <list of #threads> <list of #machines> [<list remote ycsb nodes>]'; exit(); cluster = RiakCluster(NORMAL_BINDING, CONSISTENCY_BINDING, IPS_IN_CLUSTER); runLoadBenchmarkAsBatch(cluster, ['172.16.33.10'], '/root/YCSB/workloads/workload_load', 3, '/root/YCSB/loads/riak', ['1000000000'], ['1'], ['1']); # main();
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intermediate
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database
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code_completion
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Pythoncode:Python
| 2
| 0
| 1,555
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport sys;\n\nfrom Thesis.load.loadBenchmark import runLoadBenchmarkAsBatch;\nfrom Thesis.cluster.RiakCluster import RiakCluster;\n\nNORMAL_BINDING = 'riak';\nCONSISTENCY_BINDING = 'riak_consistency';\nIPS_IN_CLUSTER = ['172.16.33.14', '172.16.33.15', '172.16.33.16', '172.16.33.17', '172.16.33.18'];\n\ndef main():\n if len(sys.argv) < 7:\n printUsageAndExit(); \n pathToWorkloadFile = sys.argv[1];\n dirToWriteResultTo = sys.argv[2];\n runtimeBenchmarkInMinutes = int(sys.argv[3]);\n listOfOpsPerSec = sys.argv[4].split(',');\n listOfAmountThreads = sys.argv[5].split(',');\n listOfAmountOfMachines = sys.argv[6].split(',');\n if len(sys.argv) >= 8:\n remoteYcsbNodes = sys.argv[7].split(',');\n else:\n remoteYcsbNodes = [];"}, {"role": "assistant", "content": "\n cluster = RiakCluster(NORMAL_BINDING, CONSISTENCY_BINDING, IPS_IN_CLUSTER);\n runLoadBenchmarkAsBatch(cluster, remoteYcsbNodes, pathToWorkloadFile, \n runtimeBenchmarkInMinutes, dirToWriteResultTo, \n listOfOpsPerSec, listOfAmountThreads, listOfAmountOfMachines);\n\ndef printUsageAndExit():\n print 'usage: binary <path workload file> <result dir> <runtime benchmark> <list of #ops> <list of #threads> <list of #machines> [<list remote ycsb nodes>]';\n exit();\n\ncluster = RiakCluster(NORMAL_BINDING, CONSISTENCY_BINDING, IPS_IN_CLUSTER);\nrunLoadBenchmarkAsBatch(cluster, ['172.16.33.10'], '/root/YCSB/workloads/workload_load', \n 3, '/root/YCSB/loads/riak', \n ['1000000000'], ['1'], ['1']);\n\n# main();"}]
| false
| null | null | null |
0ee6ceb6e274923689476909061cf2ae7181004e
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # coding: utf-8 # This Source Code Form is subject to the terms of the Mozilla Public # License, v. 2.0. If a copy of the MPL was not distributed with this file, # You can obtain one at http://mozilla.org/MPL/2.0/. import unittest from mock import patch from auto_nag.people import People from auto_nag.round_robin import BadFallback, RoundRobin class TestRoundRobin(unittest.TestCase): config = { 'doc': 'The triagers need to have a \'Fallback\' entry.', 'triagers': { 'A B': {'bzmail': 'ab@mozilla.com'}, 'C D': {'bzmail': 'cd@mozilla.com'}, 'E F': {'bzmail': 'ef@mozilla.com'}, 'Fallback': {'bzmail': 'gh@mozilla.com'}, }, 'components': {'P1::C1': 'default', 'P2::C2': 'default', 'P3::C3': 'special'}, 'default': { 'doc': 'All the dates are the duty end dates.', '2019-02-21': 'A B', '2019-02-28': 'C ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: '2019-03-07': 'E F', }, 'special': { 'doc': 'All the dates are the duty end dates.', '2019-02-21': 'E F',
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advanced
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testing
|
incomplete_code
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Pythoncode:Python
| 2
| 1
| 938
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# coding: utf-8\n\n# This Source Code Form is subject to the terms of the Mozilla Public\n# License, v. 2.0. If a copy of the MPL was not distributed with this file,\n# You can obtain one at http://mozilla.org/MPL/2.0/.\n\nimport unittest\nfrom mock import patch\n\nfrom auto_nag.people import People\nfrom auto_nag.round_robin import BadFallback, RoundRobin\n\n\nclass TestRoundRobin(unittest.TestCase):\n\n config = {\n 'doc': 'The triagers need to have a \\'Fallback\\' entry.',\n 'triagers': {\n 'A B': {'bzmail': 'ab@mozilla.com'},\n 'C D': {'bzmail': 'cd@mozilla.com'},\n 'E F': {'bzmail': 'ef@mozilla.com'},\n 'Fallback': {'bzmail': 'gh@mozilla.com'},\n },\n 'components': {'P1::C1': 'default', 'P2::C2': 'default', 'P3::C3': 'special'},\n 'default': {\n 'doc': 'All the dates are the duty end dates.',\n '2019-02-21': 'A B',\n '2019-02-28': 'C \n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n '2019-03-07': 'E F',\n },\n 'special': {\n 'doc': 'All the dates are the duty end dates.',\n '2019-02-21': 'E F',"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ee83db3e5e99371f123bcdb50f3fcc2018ce29b
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # should re-write compiled functions to take a local and global dict # as input. from __future__ import absolute_import, print_function import sys import os from . import ext_tools from . import catalog from . import common_info from numpy.core.multiarray import _get_ndarray_c_version class inline_ext_function(ext_tools.ext_function): # Some specialization is needed for inline extension functions def function_declaration_code(self): code = 'static PyObject* %s(PyObject*self, PyObject* args)\n{\n' return code % self.name def template_declaration_code(self): code = 'template<class T>\n' \ 'static PyObject* %s(PyObject*self, PyObject* args)\n{\n' return code % self.name def parse_tuple_code(self): """ Create code block for PyArg_ParseTuple. Variable declarations for all PyObjects are done also. This code got a lot uglier when I added local_dict... """ declare_return = 'py::object return_val;\n' \ 'int exception_occurred = 0;\n' \ 'PyObject *py__locals = NULL;\n' \ 'PyObject *py__globals = NULL;\n' py_objects = ', '.join(self.arg_specs.py_pointers()) if py_objects: declare_py_objects = 'PyObject ' + py_objects + ';\n' else: declare_py_objects = '' py_vars = ' = '.join(self.arg_specs.py_variables()) if py_vars: init_values = py_vars + ' = NULL;\n\n' else: init_values = '' parse_tuple = 'if(!PyArg_ParseTuple(args,"OO:compiled_func",'\ '&py__locals,'\ '&py__globals))\n'\ ' return NULL;\n' return declare_return + declare_py_objects + \ init_values + parse_tuple def arg_declaration_code(self): """Return the declaration code as a string.""" arg_strings = [arg.declaration_code(inline=1) for arg in self.arg_specs] return "".join(arg_strings) def arg_cleanup_code(self): """Return the cleanup code as a string.""" arg_strings = [arg.cleanup_code() for arg in self.arg_specs] return "".join(arg_strings) def arg_local_dict_code(self): """Return the code to create the local dict as a string.""" arg_strings = [arg.local_dict_code() for arg in self.arg_specs] return "".join(arg_strings) ... [8 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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oop
|
refactoring
|
Pythoncode:Python
| 6
| 1
| 2,601
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# should re-write compiled functions to take a local and global dict\n# as input.\nfrom __future__ import absolute_import, print_function\n\nimport sys\nimport os\nfrom . import ext_tools\nfrom . import catalog\nfrom . import common_info\n\nfrom numpy.core.multiarray import _get_ndarray_c_version\nclass inline_ext_function(ext_tools.ext_function):\n # Some specialization is needed for inline extension functions\n def function_declaration_code(self):\n code = 'static PyObject* %s(PyObject*self, PyObject* args)\\n{\\n'\n return code % self.name\n\n def template_declaration_code(self):\n code = 'template<class T>\\n' \\\n 'static PyObject* %s(PyObject*self, PyObject* args)\\n{\\n'\n return code % self.name\n\n def parse_tuple_code(self):\n \"\"\" Create code block for PyArg_ParseTuple. Variable declarations\n for all PyObjects are done also.\n\n This code got a lot uglier when I added local_dict...\n \"\"\"\n declare_return = 'py::object return_val;\\n' \\\n 'int exception_occurred = 0;\\n' \\\n 'PyObject *py__locals = NULL;\\n' \\\n 'PyObject *py__globals = NULL;\\n'\n\n py_objects = ', '.join(self.arg_specs.py_pointers())\n if py_objects:\n declare_py_objects = 'PyObject ' + py_objects + ';\\n'\n else:\n declare_py_objects = ''\n\n py_vars = ' = '.join(self.arg_specs.py_variables())\n if py_vars:\n init_values = py_vars + ' = NULL;\\n\\n'\n else:\n init_values = ''\n\n parse_tuple = 'if(!PyArg_ParseTuple(args,\"OO:compiled_func\",'\\\n '&py__locals,'\\\n '&py__globals))\\n'\\\n ' return NULL;\\n'\n\n return declare_return + declare_py_objects + \\\n init_values + parse_tuple\n\n def arg_declaration_code(self):\n \"\"\"Return the declaration code as a string.\"\"\"\n arg_strings = [arg.declaration_code(inline=1)\n for arg in self.arg_specs]\n return \"\".join(arg_strings)\n\n def arg_cleanup_code(self):\n \"\"\"Return the cleanup code as a string.\"\"\"\n arg_strings = [arg.cleanup_code() for arg in self.arg_specs]\n return \"\".join(arg_strings)\n\n def arg_local_dict_code(self):\n \"\"\"Return the code to create the local dict as a string.\"\"\"\n arg_strings = [arg.local_dict_code() for arg in self.arg_specs]\n return \"\".join(arg_strings)\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0ee87adc70e779b9ff0da63b63fc29dd8e09baec
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2015 Tesora Inc. # All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. import abc import os import re import six from trove.guestagent.common import guestagent_utils from trove.guestagent.common import operating_system from trove.guestagent.common.operating_system import FileMode class ConfigurationManager(object): """ ConfigurationManager is responsible for management of datastore configuration. Its base functionality includes reading and writing configuration files. It is responsible for validating user inputs and requests. When supplied an override strategy it allows the user to manage configuration overrides as well. """ # Configuration group names. The names determine the order in which the # groups get applied. System groups are divided into two camps; pre-user # and post-user. In general system overrides will get applied over the # user group, unless specified otherwise (i.e. SYSTEM_POST_USER_GROUP # will be used). SYSTEM_PRE_USER_GROUP = '10-system' USER_GROUP = '20-user' SYSTEM_POST_USER_GROUP = '50-system' DEFAULT_STRATEGY_OVERRIDES_SUB_DIR = 'overrides' DEFAULT_CHANGE_ID = 'common' ... [42 more functiondefs truncated] ...
|
Classes: ConfigurationManager This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 1,793
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2015 Tesora Inc.\n# All Rights Reserved.\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\nimport abc\nimport os\nimport re\nimport six\n\nfrom trove.guestagent.common import guestagent_utils\nfrom trove.guestagent.common import operating_system\nfrom trove.guestagent.common.operating_system import FileMode\n\n\nclass ConfigurationManager(object):\n \"\"\"\n ConfigurationManager is responsible for management of\n datastore configuration.\n Its base functionality includes reading and writing configuration files.\n It is responsible for validating user inputs and requests.\n When supplied an override strategy it allows the user to manage\n configuration overrides as well.\n \"\"\"\n\n # Configuration group names. The names determine the order in which the\n # groups get applied. System groups are divided into two camps; pre-user\n # and post-user. In general system overrides will get applied over the\n # user group, unless specified otherwise (i.e. SYSTEM_POST_USER_GROUP\n # will be used).\n SYSTEM_PRE_USER_GROUP = '10-system'\n USER_GROUP = '20-user'\n SYSTEM_POST_USER_GROUP = '50-system'\n\n DEFAULT_STRATEGY_OVERRIDES_SUB_DIR = 'overrides'\n DEFAULT_CHANGE_ID = 'common'\n\n\n ... [42 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Classes: ConfigurationManager\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0ee8c1be25a8a7813888c36156d1084e0932af6f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pathlib import yaml def RequestTable(api_call, params): writeUp = '<table class="table qc-table">\n<thead>\n<tr>\n' writeUp += f'<th colspan="2"><code>{api_call}</code> Method</th>\n</tr>\n</thead>' example = '<tr>\n<td width="20%">Example</td>\n<td>\n<div class="cli section-example-container"><pre>\n{\n' for item in params: example_ = "/" description_ = "Optional. " if "required" not in item or not item["required"] else "" description_ += item["description"] if description_[-1] != ".": description_ += "." if "type" in item["schema"]: type_ = item["schema"]["type"] else: type_ = item["schema"]["$ref"].split("/")[-1] if "minimum" in item["schema"]: description_ += f' Minimum: {item["schema"]["minimum"]}' example_ = item["schema"]["minimum"] elif "maximum" in item["schema"]: description_ += f' Maximum: {item["schema"]["maximum"]}' example_ = item["schema"]["maximum"] elif "default" in item["schema"]: description_ += f' Default: {item["schema"]["default"]}' example_ = item["schema"]["default"] if type_ == "array": array_obj = item["schema"]["items"] if "$ref" in array_obj: type_ = array_obj["$ref"].split("/")[-1] + " Array" ref = array_obj["$ref"].split("/")[1:] type_ = ref[-1] + " Array" request_object_ = doc for path in ref: request_object_ = request_object_[path + 1] if "properties" in request_object_: request_object_properties_ = request_object_["properties"] example_, __, __ = ExampleWriting(request_object_properties_, [], 1) if "type" in array_obj: type_ = array_obj["type"] + " Array" if "enum" in array_obj: type_ = type_ + " Enum" description_ += f' Options: {str(array_obj["enum"])}' example_ = f'"{array_obj["enum"][0]}"' if "Enum" not in type_: if "string" in type_: example_ = '"string"' elif "number" in type_ or "integer" in type_: example_ = '0' elif "boolean" in type_: example_ = 'true' writeUp += f'\n<tr>\n<td width="20%">{item["name"]}</td> <td> <code>{type_}</code><br/>{description_}</td>\n</tr>' example += f' "{item["name"]}": {example_},\n' return writeUp + example + "\b}</pre>\n</div>\n</td>\n</tr>\n</table>" ... [2 more functiondefs truncated] ...
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 76: ... [2 more functiondefs truncated] ... Fix: Check loop bounds and array indices carefully
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 2,955
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pathlib\nimport yaml\n\ndef RequestTable(api_call, params):\n writeUp = '<table class=\"table qc-table\">\\n<thead>\\n<tr>\\n'\n writeUp += f'<th colspan=\"2\"><code>{api_call}</code> Method</th>\\n</tr>\\n</thead>'\n example = '<tr>\\n<td width=\"20%\">Example</td>\\n<td>\\n<div class=\"cli section-example-container\"><pre>\\n{\\n'\n \n for item in params:\n example_ = \"/\"\n \n description_ = \"Optional. \" if \"required\" not in item or not item[\"required\"] else \"\"\n description_ += item[\"description\"]\n \n if description_[-1] != \".\":\n description_ += \".\"\n \n if \"type\" in item[\"schema\"]:\n type_ = item[\"schema\"][\"type\"]\n else:\n type_ = item[\"schema\"][\"$ref\"].split(\"/\")[-1]\n \n if \"minimum\" in item[\"schema\"]:\n description_ += f' Minimum: {item[\"schema\"][\"minimum\"]}'\n example_ = item[\"schema\"][\"minimum\"]\n \n elif \"maximum\" in item[\"schema\"]:\n description_ += f' Maximum: {item[\"schema\"][\"maximum\"]}'\n example_ = item[\"schema\"][\"maximum\"]\n \n elif \"default\" in item[\"schema\"]:\n description_ += f' Default: {item[\"schema\"][\"default\"]}'\n example_ = item[\"schema\"][\"default\"]\n \n if type_ == \"array\":\n array_obj = item[\"schema\"][\"items\"]\n \n if \"$ref\" in array_obj:\n type_ = array_obj[\"$ref\"].split(\"/\")[-1] + \" Array\"\n \n ref = array_obj[\"$ref\"].split(\"/\")[1:]\n type_ = ref[-1] + \" Array\"\n \n request_object_ = doc\n for path in ref:\n request_object_ = request_object_[path + 1]\n \n if \"properties\" in request_object_:\n request_object_properties_ = request_object_[\"properties\"]\n example_, __, __ = ExampleWriting(request_object_properties_, [], 1)\n \n if \"type\" in array_obj:\n type_ = array_obj[\"type\"] + \" Array\"\n \n if \"enum\" in array_obj:\n type_ = type_ + \" Enum\"\n description_ += f' Options: {str(array_obj[\"enum\"])}'\n example_ = f'\"{array_obj[\"enum\"][0]}\"'\n \n if \"Enum\" not in type_:\n if \"string\" in type_:\n example_ = '\"string\"'\n \n elif \"number\" in type_ or \"integer\" in type_:\n example_ = '0'\n \n elif \"boolean\" in type_:\n example_ = 'true'\n \n writeUp += f'\\n<tr>\\n<td width=\"20%\">{item[\"name\"]}</td> <td> <code>{type_}</code><br/>{description_}</td>\\n</tr>'\n example += f' \"{item[\"name\"]}\": {example_},\\n'\n \n return writeUp + example + \"\\b}</pre>\\n</div>\\n</td>\\n</tr>\\n</table>\"\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 76: ... [2 more functiondefs truncated] ...\n\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
0ee8cb45529200e0a449b9203826ebdcb7530c60
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from .utils import get_request, authorized class Hubs: @authorized def getHubs(self): url = self.api_url + '/project/v1/hubs' headers = { 'Authorization': '%s %s' % (self.token_type, self.access_token) Error: SyntaxError / EOF
|
Fixed Code: from .utils import get_request, authorized class Hubs: @authorized def getHubs(self): url = self.api_url + '/project/v1/hubs' headers = { 'Authorization': '%s %s' % (self.token_type, self.access_token) } return get_request(url, headers) @authorized Explanation: Complete the truncated code structure
|
advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 241
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom .utils import get_request, authorized\n\nclass Hubs:\n\n @authorized\n def getHubs(self):\n\n url = self.api_url + '/project/v1/hubs'\n\n headers = {\n 'Authorization': '%s %s' % (self.token_type, self.access_token)\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom .utils import get_request, authorized\n\nclass Hubs:\n\n @authorized\n def getHubs(self):\n\n url = self.api_url + '/project/v1/hubs'\n\n headers = {\n 'Authorization': '%s %s' % (self.token_type, self.access_token)\n }\n\n return get_request(url, headers)\n\n @authorized\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0eea2bc9a6e4ca781595beca55133b3f45fb4b7b
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from django.conf.urls import url # from .views import BaseIndexView urlpatterns = [ # url(r'^$', BaseIndexView.as_view(), name="index"), ]
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
ui
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 144
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom django.conf.urls import url\n# from .views import BaseIndexView\n\n\nurlpatterns = [\n # url(r'^$', BaseIndexView.as_view(), name=\"index\"),\n]"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0eeb15222dc7d564fdca952a76722513fa52548a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Copyright (c) 2018, Palo Alto Networks # # Permission to use, copy, modify, and/or distribute this software for any # purpose with or without fee is hereby granted, provided that the above # copyright notice and this permission notice appear in all copies. # # THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES # WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF # MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR # ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES # WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN # ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF # OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE. # Author: Scott Shoaf <sshoaf@paloaltonetworks.com> def myconfig_newdir(myconfigdir_name, foldertime): ''' create a new main loadable_configs folder if required then new subdirectories for configs :param myconfigdir_name: prefix folder name from the my_variables.py file :param foldertime: datetime when script run; to be used as suffix of folder name :return: the myconfigdir full path name ''' # get the full path to the config directory we want (panos / panorama) myconfigpath = os.path.abspath(os.path.join('..', 'loadable_configs')) if os.path.isdir(myconfigpath) is False: os.mkdir(myconfigpath, mode=0o755) print('created new loadable config directory') # check that configs folder exists and if not create a new one # then create snippets and full sub-di Error: SyntaxError / EOF
|
Fixed Code: # Copyright (c) 2018, Palo Alto Networks # # Permission to use, copy, modify, and/or distribute this software for any # purpose with or without fee is hereby granted, provided that the above # copyright notice and this permission notice appear in all copies. # # THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES # WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF # MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR # ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES # WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN # ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF # OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE. # Author: Scott Shoaf <sshoaf@paloaltonetworks.com> def myconfig_newdir(myconfigdir_name, foldertime): ''' create a new main loadable_configs folder if required then new subdirectories for configs :param myconfigdir_name: prefix folder name from the my_variables.py file Explanation: Complete the truncated code structure
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 1,587
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright (c) 2018, Palo Alto Networks\n#\n# Permission to use, copy, modify, and/or distribute this software for any\n# purpose with or without fee is hereby granted, provided that the above\n# copyright notice and this permission notice appear in all copies.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\" AND THE AUTHOR DISCLAIMS ALL WARRANTIES\n# WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF\n# MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR\n# ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES\n# WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN\n# ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF\n# OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.\n\n# Author: Scott Shoaf <sshoaf@paloaltonetworks.com>\n\ndef myconfig_newdir(myconfigdir_name, foldertime):\n '''\n create a new main loadable_configs folder if required then new subdirectories for configs\n :param myconfigdir_name: prefix folder name from the my_variables.py file\n :param foldertime: datetime when script run; to be used as suffix of folder name\n :return: the myconfigdir full path name\n '''\n\n # get the full path to the config directory we want (panos / panorama)\n myconfigpath = os.path.abspath(os.path.join('..', 'loadable_configs'))\n if os.path.isdir(myconfigpath) is False:\n os.mkdir(myconfigpath, mode=0o755)\n print('created new loadable config directory')\n\n # check that configs folder exists and if not create a new one\n # then create snippets and full sub-di\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright (c) 2018, Palo Alto Networks\n#\n# Permission to use, copy, modify, and/or distribute this software for any\n# purpose with or without fee is hereby granted, provided that the above\n# copyright notice and this permission notice appear in all copies.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\" AND THE AUTHOR DISCLAIMS ALL WARRANTIES\n# WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF\n# MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR\n# ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES\n# WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN\n# ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF\n# OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.\n\n# Author: Scott Shoaf <sshoaf@paloaltonetworks.com>\n\ndef myconfig_newdir(myconfigdir_name, foldertime):\n '''\n create a new main loadable_configs folder if required then new subdirectories for configs\n :param myconfigdir_name: prefix folder name from the my_variables.py file\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0eeba77c6034df540d6e02d1c1935e84c28bdcd9
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import glob import logging import os import warnings import pytest from _pytest.outcomes import Failed from _pytest.reports import TestReport from .broker_pact import BrokerPact, BrokerPacts, PactBrokerConfig from .result import PytestResult, log def pytest_addoption(parser): group = parser.getgroup("pact specific options (pactman)") group.addoption( "--pact-files", default=None, help="pact JSON files to verify (wildcards allowed)" ) group.addoption("--pact-broker-url", default="", help="pact broker URL") group.addoption("--pact-broker-token", default="", help="pact broker bearer token") group.addoption( "--pact-provider-name", default=None, help="pact name of provider being verified" ) group.addoption( "--pact-consumer-name", default=None, help="consumer name to limit pact verification to - " "DEPRECATED, use --pact-verify-consumer instead", ) group.addoption( "--pact-verify-consumer", default=None, help="consumer name to limit pact verification to" ) group.addoption( "--pact-verify-consumer-tag", metavar="TAG", action="append", help="limit broker pacts verified to those matching the tag. May be " "specified multiple times in which case pacts matching any of these " "tags will be verified.", ) group.addoption( "--pact-publish-results", action="store_true", default=False, help="report pact verification results to pact broker", ) group.addoption( "--pact-provider-version", default=None, help="provider version to use when reporting pact results to pact broker", ) group.addoption( "--pact-allow-fail", default=False, action="store_true", help="do not fail the pytest run if any pacts fail verification", ) # Future options to be implemented. Listing them here so naming consistency can be a thing. # group.addoption("--pact-publish-pacts", action="store_true", default=False, # help="publish pacts to pact broker") # group.addoption("--pact-consumer-version", default=None, # help="consumer version to use when publishing pacts to the broker") # group.addoption("--pact-consumer-version-source", default=None, # help="generate consumer version from source 'git-tag' or 'git-hash'") # group.addoption("--pact-consumer-version-tag", metavar='TAG', action="append", # help="tag(s) that should be applied to the consumer version when pacts " # "are uploaded to the broker; multiple tags may be supplied") def get_broker_url(config): return config.getoption("pact_broker_url") or os.environ.get("PACT_BROKER_URL") ... [17 more functiondefs truncated] ...
|
Functions: pytest_addoption, get_broker_url This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 2,888
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport glob\nimport logging\nimport os\nimport warnings\n\nimport pytest\nfrom _pytest.outcomes import Failed\nfrom _pytest.reports import TestReport\n\nfrom .broker_pact import BrokerPact, BrokerPacts, PactBrokerConfig\nfrom .result import PytestResult, log\n\n\ndef pytest_addoption(parser):\n group = parser.getgroup(\"pact specific options (pactman)\")\n group.addoption(\n \"--pact-files\", default=None, help=\"pact JSON files to verify (wildcards allowed)\"\n )\n group.addoption(\"--pact-broker-url\", default=\"\", help=\"pact broker URL\")\n group.addoption(\"--pact-broker-token\", default=\"\", help=\"pact broker bearer token\")\n group.addoption(\n \"--pact-provider-name\", default=None, help=\"pact name of provider being verified\"\n )\n group.addoption(\n \"--pact-consumer-name\",\n default=None,\n help=\"consumer name to limit pact verification to - \"\n \"DEPRECATED, use --pact-verify-consumer instead\",\n )\n group.addoption(\n \"--pact-verify-consumer\", default=None, help=\"consumer name to limit pact verification to\"\n )\n group.addoption(\n \"--pact-verify-consumer-tag\",\n metavar=\"TAG\",\n action=\"append\",\n help=\"limit broker pacts verified to those matching the tag. May be \"\n \"specified multiple times in which case pacts matching any of these \"\n \"tags will be verified.\",\n )\n group.addoption(\n \"--pact-publish-results\",\n action=\"store_true\",\n default=False,\n help=\"report pact verification results to pact broker\",\n )\n group.addoption(\n \"--pact-provider-version\",\n default=None,\n help=\"provider version to use when reporting pact results to pact broker\",\n )\n group.addoption(\n \"--pact-allow-fail\",\n default=False,\n action=\"store_true\",\n help=\"do not fail the pytest run if any pacts fail verification\",\n )\n\n\n# Future options to be implemented. Listing them here so naming consistency can be a thing.\n# group.addoption(\"--pact-publish-pacts\", action=\"store_true\", default=False,\n# help=\"publish pacts to pact broker\")\n# group.addoption(\"--pact-consumer-version\", default=None,\n# help=\"consumer version to use when publishing pacts to the broker\")\n# group.addoption(\"--pact-consumer-version-source\", default=None,\n# help=\"generate consumer version from source 'git-tag' or 'git-hash'\")\n# group.addoption(\"--pact-consumer-version-tag\", metavar='TAG', action=\"append\",\n# help=\"tag(s) that should be applied to the consumer version when pacts \"\n# \"are uploaded to the broker; multiple tags may be supplied\")\n\n\ndef get_broker_url(config):\n return config.getoption(\"pact_broker_url\") or os.environ.get(\"PACT_BROKER_URL\")\n\n\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: pytest_addoption, get_broker_url\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0eebd18c0a711ceedaa9842ae51084a3bb575a36
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- def docstring_property(class_doc): """Property attribute for docstrings. Took from: https://gist.github.com/bfroehle/4041015 >>> class A(object): ... '''Main docstring''' ... def __init__(self, x): ... self.x = x ... @docstring_property(__doc__) ... def __doc__(self): ... return "My value of x is %s." % self.x >>> A.__doc__ 'Main docstring' >>> a = A(10) >>> a.__doc__ 'My value of x is 10.' """ def wrapper(fget): return DocstringProperty(class_doc, fget) return wrapper class DocstringProperty(object): """Property for the `__doc__` attribute. Different than `property` in the following two ways: * When the attribute is accessed from the main class, it returns the value of `class_doc`, *not* the property itself. This is necessary so Sphinx and other documentation tools can access the class docstring. * Only supports getting the attribute; setting and deleting raise an `AttributeError`. """ def __init__(self, class_doc, fget): self.class_doc = class_doc self.fget = fget def __get__(self, obj, type=None): if obj is None: return self.class_doc else: return self.fget(obj) def __set__(self, obj, value): raise AttributeError("can't set attribute") def __delete__(self, obj): raise AttributeError("can't delete attribute")
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Code Review: ❌ Critical issues: Unterminated string literal at line 5 Block at line 31 has no indented body ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 10 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 17 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 25 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 43 Unexpected indentation at line 48 ✨ Improvements: Add closing quote at line 5
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advanced
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api
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code_review
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Pythoncode:Python
| 6
| 1
| 1,503
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n\ndef docstring_property(class_doc):\n \"\"\"Property attribute for docstrings.\n Took from: https://gist.github.com/bfroehle/4041015\n\n >>> class A(object):\n ... '''Main docstring'''\n ... def __init__(self, x):\n ... self.x = x\n ... @docstring_property(__doc__)\n ... def __doc__(self):\n ... return \"My value of x is %s.\" % self.x\n\n >>> A.__doc__\n 'Main docstring'\n\n >>> a = A(10)\n >>> a.__doc__\n 'My value of x is 10.'\n \"\"\"\n def wrapper(fget):\n return DocstringProperty(class_doc, fget)\n return wrapper\n\n\nclass DocstringProperty(object):\n \"\"\"Property for the `__doc__` attribute.\n\n Different than `property` in the following two ways:\n\n * When the attribute is accessed from the main class, it returns the value\n of `class_doc`, *not* the property itself. This is necessary so Sphinx\n and other documentation tools can access the class docstring.\n\n * Only supports getting the attribute; setting and deleting raise an\n `AttributeError`.\n \"\"\"\n\n def __init__(self, class_doc, fget):\n self.class_doc = class_doc\n self.fget = fget\n\n def __get__(self, obj, type=None):\n if obj is None:\n return self.class_doc\n else:\n return self.fget(obj)\n\n def __set__(self, obj, value):\n raise AttributeError(\"can't set attribute\")\n\n def __delete__(self, obj):\n raise AttributeError(\"can't delete attribute\")"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 5\n Block at line 31 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 10\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 17\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 25\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 43\n Unexpected indentation at line 48\n\n\u2728 Improvements:\n Add closing quote at line 5"}]
| false
| null | null | null |
0eec4303c142298ab8af1f1876c980b2e097801b
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: import warnings try: import cudasift as cs except: cs = None import numpy as np import pandas as pd def match(edge, aidx=None, bidx=None, **kwargs): """ Apply a composite CUDA matcher and ratio check. If this method is used, no additional ratio check is necessary and no symmetry check is required. The ratio check is embedded on the cuda side and returned as an ambiguity value. In testing symmetry is not required as it is expensive without significant gain in accuracy when using this implementation. """ source_kps = edge.source.get_keypoints(index=aidx) source_des = edge.source.descriptors[aidx] source_map = {k:v for k, v in enumerate(source_kps.index)} destin_kps = edge.destination.get_keypoints(index=bidx) destin_des = edge.destination.descriptors[bidx] destin_map = {k:v for k, v in enumerate(destin_kps.index)} s_siftdata = cs.PySiftData.from_data_frame(source_kps, source_des) d_siftdata = cs.PySiftData.from_data_frame(destin_kps, destin_des) ... code continues ...
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Completion: Missing: Function 'match' is incomplete - body truncated To complete: • Complete the function 'match' body and add missing return Example continuation: cs.PyMatchSiftData(s_siftdata, d_siftdata) matches, _ = s_siftdata.to_data_frame() # Matches are reindexed 0-n, but need to be remapped to the source_kps, # destin_kps indices. This is the mismatch)
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intermediate
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testing
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incomplete_code
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Pythoncode:Python
| 1
| 0
| 1,035
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport warnings\n\ntry:\n import cudasift as cs\nexcept:\n cs = None\n\nimport numpy as np\nimport pandas as pd\n\ndef match(edge, aidx=None, bidx=None, **kwargs):\n\n \"\"\"\n Apply a composite CUDA matcher and ratio check. If this method is used,\n no additional ratio check is necessary and no symmetry check is required.\n The ratio check is embedded on the cuda side and returned as an\n ambiguity value. In testing symmetry is not required as it is expensive\n without significant gain in accuracy when using this implementation.\n \"\"\"\n\n source_kps = edge.source.get_keypoints(index=aidx)\n source_des = edge.source.descriptors[aidx]\n source_map = {k:v for k, v in enumerate(source_kps.index)}\n\n destin_kps = edge.destination.get_keypoints(index=bidx)\n destin_des = edge.destination.descriptors[bidx]\n destin_map = {k:v for k, v in enumerate(destin_kps.index)}\n\n s_siftdata = cs.PySiftData.from_data_frame(source_kps, source_des)\n d_siftdata = cs.PySiftData.from_data_frame(destin_kps, destin_des)\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'match' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'match' body and add missing return\n\n Example continuation:\n\n cs.PyMatchSiftData(s_siftdata, d_siftdata)\n matches, _ = s_siftdata.to_data_frame()\n # Matches are reindexed 0-n, but need to be remapped to the source_kps,\n # destin_kps indices. This is the mismatch)"}]
| true
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syntax
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MID_FUNCTION
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HIGH
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0eec9d3074b439e55c9718c0b6f3f23b0eb54adb
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: from flask_restx import Api from app.apis.hello import api as hello api = Api( title='api', version='1.0', description='', prefix='/api', doc='/api' ) api.add_namespace(hello)
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Code Review: ⚠️ Code quality: 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
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beginner
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api
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code_review
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Pythoncode:Python
| 0
| 0
| 199
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom flask_restx import Api\n\nfrom app.apis.hello import api as hello\n\napi = Api(\n title='api',\n version='1.0',\n description='',\n prefix='/api',\n doc='/api'\n)\n\napi.add_namespace(hello)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\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"}]
| false
| null | null | null |
0eed163a13b8bf28c8e3cc3018df9acf80f8ef9a
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # coding: utf-8 import unittest from test.support import captured_stdout from brainfuck import BrainFuck class TestCore(unittest.TestCase): def test_hello_world(self): bf = BrainFuck() with captured_stdout() as stdout: bf.run() self.assertEqual(stdout.getvalue(), "Hello, world!\n") def test_fizzbuzz(self): bf = BrainFuck() bf.load_file("./tests/fizz_buzz.txt") with captured_stdout() as stdout: bf.run() fizzbuzz_list = list() for i in range(1, 101): if i % 15 == 0: fizzbuzz_list.append("FizzBuzz") elif i % 3 == 0: fizzbuzz_list.append("Fizz") elif i % 5 == 0: fizzbuzz_list.append("Buzz") else: fizzbuzz_list.append(str(i)) fizzbuzz_list.append("\n") self.assertEqual(stdout.getvalue(), " ".join(fizzbuzz_list)) def test_set_command(self): bf = BrainFuck() bf.set_command("にゃにゃ", "にゃー", "にゃっ", "にゃん", "にゃ。", "にゃ、", "「", "」") bf.load_file("./tests/hello_world_nya.txt") with captured_stdout() as stdout: bf.run() self.assertEqual(stdout.getvalue(), "Hello, world!\n") if __name__ == "__main__": unittest.main()
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Code Review: ⚠️ Code quality: Unexpected indentation at line 27 Unexpected indentation at line 30 Unexpected indentation at line 32 Unexpected indentation at line 34 Unexpected indentation at line 36 Unexpected indentation at line 44 Unexpected indentation at line 45 ✨ Improvements: Add docstring to class 'TestCore' Add docstring to function 'test_fizzbuzz' Add docstring to function 'test_set_command'
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advanced
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testing
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code_review
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Pythoncode:Python
| 3
| 1
| 1,339
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding: utf-8\n\nimport unittest\nfrom test.support import captured_stdout\n\nfrom brainfuck import BrainFuck\n\n\nclass TestCore(unittest.TestCase):\n def test_hello_world(self):\n bf = BrainFuck()\n\n with captured_stdout() as stdout:\n bf.run()\n\n self.assertEqual(stdout.getvalue(), \"Hello, world!\\n\")\n\n def test_fizzbuzz(self):\n bf = BrainFuck()\n\n bf.load_file(\"./tests/fizz_buzz.txt\")\n\n with captured_stdout() as stdout:\n bf.run()\n\n fizzbuzz_list = list()\n for i in range(1, 101):\n if i % 15 == 0:\n fizzbuzz_list.append(\"FizzBuzz\")\n elif i % 3 == 0:\n fizzbuzz_list.append(\"Fizz\")\n elif i % 5 == 0:\n fizzbuzz_list.append(\"Buzz\")\n else:\n fizzbuzz_list.append(str(i))\n fizzbuzz_list.append(\"\\n\")\n\n self.assertEqual(stdout.getvalue(), \" \".join(fizzbuzz_list))\n\n def test_set_command(self):\n bf = BrainFuck()\n\n bf.set_command(\"\u306b\u3083\u306b\u3083\", \"\u306b\u3083\u30fc\", \"\u306b\u3083\u3063\", \"\u306b\u3083\u3093\",\n \"\u306b\u3083\u3002\", \"\u306b\u3083\u3001\", \"\u300c\", \"\u300d\")\n bf.load_file(\"./tests/hello_world_nya.txt\")\n\n with captured_stdout() as stdout:\n bf.run()\n\n self.assertEqual(stdout.getvalue(), \"Hello, world!\\n\")\n\n\nif __name__ == \"__main__\":\n unittest.main()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 27\n Unexpected indentation at line 30\n Unexpected indentation at line 32\n Unexpected indentation at line 34\n Unexpected indentation at line 36\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n\n\u2728 Improvements:\n Add docstring to class 'TestCore'\n Add docstring to function 'test_fizzbuzz'\n Add docstring to function 'test_set_command'"}]
| false
| null | null | null |
0eed2f6be467201cff2adf42d27d251ad3cba2b3
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: from fastapi import FastAPI, Request, Response from fastapi.responses import HTMLResponse from fastapi.staticfiles import StaticFiles from fastapi.templating import Jinja2Templates from utils import get_page_data, process_initial import uvicorn app = FastAPI() templates = Jinja2Templates(directory="templates") app.mount("/static", StaticFiles(directory="static"), name="static") @app.get("/", response_class=HTMLResponse) async def home(request: Request): # Expect requests with cookies return process_initial(request) @app.get("/page", response_class=HTMLResponse) async def home(request: Request): # Expect requests with cookies return get_page_data(request) if __name__ == "__main__": uvicorn.run("main:app", host="127.0.0.1", port=8050, log_level="info")
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This code demonstrates Pythoncode:Python programming.
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intermediate
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api
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code_explanation
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Pythoncode:Python
| 0
| 0
| 788
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom fastapi import FastAPI, Request, Response\nfrom fastapi.responses import HTMLResponse\nfrom fastapi.staticfiles import StaticFiles\nfrom fastapi.templating import Jinja2Templates\nfrom utils import get_page_data, process_initial\nimport uvicorn\n\napp = FastAPI()\ntemplates = Jinja2Templates(directory=\"templates\")\napp.mount(\"/static\", StaticFiles(directory=\"static\"), name=\"static\")\n\n\n@app.get(\"/\", response_class=HTMLResponse)\nasync def home(request: Request):\n # Expect requests with cookies\n return process_initial(request)\n\n\n@app.get(\"/page\", response_class=HTMLResponse)\nasync def home(request: Request):\n # Expect requests with cookies\n return get_page_data(request)\n\n\nif __name__ == \"__main__\":\n uvicorn.run(\"main:app\", host=\"127.0.0.1\", port=8050, log_level=\"info\")"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0eed507c0a7d908570e5345420f87553a7bbdb5d
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: # # Python script using OME API to create a new static group # # _author_ = Raajeev Kalyanaraman <Raajeev.Kalyanaraman@Dell.com> # _version_ = 0.1 # # Copyright (c) 2020 Dell EMC Corporation # # 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 ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # # 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,
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intermediate
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api
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incomplete_code
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Pythoncode:Python
| 0
| 0
| 367
| false
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#\n# Python script using OME API to create a new static group\n#\n# _author_ = Raajeev Kalyanaraman <Raajeev.Kalyanaraman@Dell.com>\n# _version_ = 0.1\n#\n# Copyright (c) 2020 Dell EMC Corporation\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 ... 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# 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,"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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0eed571d3bbd262c5cff9905eccfdacc18b2c6bf
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: from typing import Callable, Optional, Tuple, Union import numpy as np from torch.utils.data import DataLoader, Sampler from torch.utils.data.dataset import Subset, ConcatDataset import Error: SyntaxError / EOF
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Fixed Code: from typing import Callable, Optional, Tuple, Union import numpy as np from torch.utils.data import DataLoader, Sampler from torch.utils.data.dataset import Subset, ConcatDataset import torch.utils.data.distributed as data_dist from dataflow.datasets import get_train_dataset, get_val_dataset, TransformedDataset, get_train_noval_sbdataset Explanation: Complete the truncated code structure
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intermediate
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database
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error_fixing
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Pythoncode:Python
| 0
| 0
| 187
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom typing import Callable, Optional, Tuple, Union\n\nimport numpy as np\n\nfrom torch.utils.data import DataLoader, Sampler\nfrom torch.utils.data.dataset import Subset, ConcatDataset\nimport\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom typing import Callable, Optional, Tuple, Union\n\nimport numpy as np\n\nfrom torch.utils.data import DataLoader, Sampler\nfrom torch.utils.data.dataset import Subset, ConcatDataset\nimport torch.utils.data.distributed as data_dist\n\nfrom dataflow.datasets import get_train_dataset, get_val_dataset, TransformedDataset, get_train_noval_sbdataset\n\n\n\n\n Explanation: 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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0eed82297822ff3d19f2f5807a4ad2a8d7e8d1d9
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: from datetime import datetime, timedelta from typing import Any, Dict, Optional import graphene import jwt from django.conf import settings from django.core.handlers.wsgi import WSGIRequest from ..account.models import User from ..app.models import App from .permissions import ( def jwt_base_payload( exp_delta: Optional[timedelta], token_owner: str ) -> Dict[str, Any]: utc_now = datetime.utcnow() payload = {"iat": utc_now, JWT_OWNER_FIELD: token_owner} if exp_delta: payload["exp"] = utc_now + exp_delta return payload def jwt_user_payload( user: User, token_type: str, exp_delta: Optional[timedelta], additional_payload: Optional[Dict[str, Any]] = None, token_owner: str = JWT_SALEOR_OWNER_NAME, ) -> Dict[str, Any]: payload = jwt_base_payload(exp_delta, token_owner) payload.update( { "token": user.jwt_token_key, "email": user.email, "type": token_type, "user_id": graphene.Node.to_global_id("User", user.id), "is_staff": user.is_staff, "is_supplier": user.is_supplier, } ) if additional_payload: payload.update(additional_payload) return payload def jwt_encode(payload: Dict[str, Any]) -> str: return jwt.encode( payload, settings.SECRET_KEY, # type: ignore JWT_ALGORITHM, ) def jwt_decode_with_exception_handler( token: str, verify_expiration=settings.JWT_EXPIRE ) -> Optional[Dict[str, Any]]: try: return jwt_decode(token, verify_expiration=verify_expiration) except jwt.PyJWTError:
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return None def jwt_decode(token: str, verify_expiration=settings.JWT_EXPIRE) -> Dict[str, Any]: return jwt.decode( token, settings.SECRET_KEY, # type: ignore algorithms=[JWT_ALGORITHM], options={"verify_exp": verify_expiration}, ) def create_token(payload: Dict[str, Any], exp_delta: timedelta) -> str: payload.update(jwt_base_payload(exp_delta, token_owner=JWT_SALEOR_OWNER_NAME)) return jwt_encode(payload) def create_access_token( user: User, additional_payload: Optional[Dict[str, Any]] = None ) -> str: payload = jwt_user_payload( user, JWT_ACCESS_TYPE, settings.JWT_TTL_ACCESS, additional_payload ) return jwt_encode(payload) def create_refresh_token( user: User, additional_payload: Optional[Dict[str, Any]] = None ) -> str: payload = jwt_user_payload( user, JWT_REFRESH_TYPE, settings.JWT_TTL_REFRESH, additional_payload, ) return jwt_encode(payload) ... [6 more functiondefs truncated] ...
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advanced
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api
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code_completion
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Pythoncode:Python
| 8
| 0
| 2,665
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom datetime import datetime, timedelta\nfrom typing import Any, Dict, Optional\n\nimport graphene\nimport jwt\nfrom django.conf import settings\nfrom django.core.handlers.wsgi import WSGIRequest\n\nfrom ..account.models import User\nfrom ..app.models import App\nfrom .permissions import (\ndef jwt_base_payload(\n exp_delta: Optional[timedelta], token_owner: str\n) -> Dict[str, Any]:\n utc_now = datetime.utcnow()\n payload = {\"iat\": utc_now, JWT_OWNER_FIELD: token_owner}\n if exp_delta:\n payload[\"exp\"] = utc_now + exp_delta\n return payload\n\n\ndef jwt_user_payload(\n user: User,\n token_type: str,\n exp_delta: Optional[timedelta],\n additional_payload: Optional[Dict[str, Any]] = None,\n token_owner: str = JWT_SALEOR_OWNER_NAME,\n) -> Dict[str, Any]:\n\n payload = jwt_base_payload(exp_delta, token_owner)\n payload.update(\n {\n \"token\": user.jwt_token_key,\n \"email\": user.email,\n \"type\": token_type,\n \"user_id\": graphene.Node.to_global_id(\"User\", user.id),\n \"is_staff\": user.is_staff,\n \"is_supplier\": user.is_supplier,\n }\n )\n if additional_payload:\n payload.update(additional_payload)\n return payload\n\n\ndef jwt_encode(payload: Dict[str, Any]) -> str:\n return jwt.encode(\n payload,\n settings.SECRET_KEY, # type: ignore\n JWT_ALGORITHM,\n )\n\n\ndef jwt_decode_with_exception_handler(\n token: str, verify_expiration=settings.JWT_EXPIRE\n) -> Optional[Dict[str, Any]]:\n try:\n return jwt_decode(token, verify_expiration=verify_expiration)\n except jwt.PyJWTError:"}, {"role": "assistant", "content": "\n return None\n\n\ndef jwt_decode(token: str, verify_expiration=settings.JWT_EXPIRE) -> Dict[str, Any]:\n return jwt.decode(\n token,\n settings.SECRET_KEY, # type: ignore\n algorithms=[JWT_ALGORITHM],\n options={\"verify_exp\": verify_expiration},\n )\n\n\ndef create_token(payload: Dict[str, Any], exp_delta: timedelta) -> str:\n payload.update(jwt_base_payload(exp_delta, token_owner=JWT_SALEOR_OWNER_NAME))\n return jwt_encode(payload)\n\n\ndef create_access_token(\n user: User, additional_payload: Optional[Dict[str, Any]] = None\n) -> str:\n payload = jwt_user_payload(\n user, JWT_ACCESS_TYPE, settings.JWT_TTL_ACCESS, additional_payload\n )\n return jwt_encode(payload)\n\n\ndef create_refresh_token(\n user: User, additional_payload: Optional[Dict[str, Any]] = None\n) -> str:\n payload = jwt_user_payload(\n user,\n JWT_REFRESH_TYPE,\n settings.JWT_TTL_REFRESH,\n additional_payload,\n )\n return jwt_encode(payload)\n\n\n\n ... [6 more functiondefs truncated] ..."}]
| false
| null | null | null |
0eef441f20577a797d6570e849cc35b3e4804f14
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import os, json, logging, jsonpath_rw_ext, jsonpath_rw from jsonpath_rw import jsonpath, parse from . import events from ast import literal_eval from flask import make_response class ClientConfiguration: """ This class is a handler for data configuration with JSON data structure. """ def __init__(self): self.config_data = None def read_json(self, path=None): """ Will get the data of configuration as JSON. It reads configuration file once. """ if self.config_data is None: if path is None: path = CONFIG_PATH else : if path.startswith('./') : path = path[1:] elif not path.startswith('/'): path = '/%s' % (path) try: with open((os.environ['PYTHONPATH'].split(os.pathsep))[-1] + path, "r") as data_file: self.config_data = json.load(data_file) except Exception as err: logger.info(err) self.config_data = json.load({}) return self.config_data def update_json_config(self, json_added, json_path, options, list_column, config_text): """ Write JSON file configuration """ data = literal_eval(config_text) if(options != "replace"): json_target = jsonpath_rw_ext.match(json_path, data) if isinstance(json_target[0], dict): if len(list_column)==1: json_target[0][list_column[0]] = json_added json_final = json_target[0] else:
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return False, json.dumps(data, indent=4) else: for json_target_value in json_target[0]: json_added.append(json_target_value) json_final = json_added else: json_final = json_added jsonpath_expr = parse(json_path) matches = jsonpath_expr.find(data) if len(matches)==0: return make_response(json.dumps({'success':False, 'message':'JSON path not found.'})) for match in matches: data = ClientConfiguration.update_json(data, ClientConfiguration.get_path(match), json_final) return make_response(json.dumps({'success':True, 'data':json.dumps(data, indent=4)})) @classmethod def get_path(self, match): """ Return an iterator based upon MATCH.PATH. Each item is a path component, start from outer most item. """ if match.context is not None: for path_element in ClientConfiguration.get_path(match.context): yield path_element yield str(match.path) @classmethod ... [1 more functiondefs truncated] ...
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advanced
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oop
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code_completion
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Pythoncode:Python
| 4
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os, json, logging, jsonpath_rw_ext, jsonpath_rw\nfrom jsonpath_rw import jsonpath, parse\nfrom . import events\nfrom ast import literal_eval\nfrom flask import make_response\n\nclass ClientConfiguration:\n \"\"\"\n This class is a handler for data configuration with JSON data structure.\n \"\"\"\n\n def __init__(self):\n self.config_data = None\n\n def read_json(self, path=None):\n \"\"\"\n Will get the data of configuration as JSON. \n It reads configuration file once.\n \"\"\"\n if self.config_data is None:\n if path is None:\n path = CONFIG_PATH\n else :\n if path.startswith('./') :\n path = path[1:]\n elif not path.startswith('/'):\n path = '/%s' % (path)\n try:\n with open((os.environ['PYTHONPATH'].split(os.pathsep))[-1] + path, \"r\") as data_file:\n self.config_data = json.load(data_file)\n except Exception as err:\n logger.info(err)\n self.config_data = json.load({})\n return self.config_data\n\n def update_json_config(self, json_added, json_path, options, list_column, config_text):\n \"\"\"\n Write JSON file configuration\n \"\"\"\n data = literal_eval(config_text)\n\n if(options != \"replace\"):\n json_target = jsonpath_rw_ext.match(json_path, data)\n if isinstance(json_target[0], dict):\n if len(list_column)==1:\n json_target[0][list_column[0]] = json_added\n json_final = json_target[0]\n else:"}, {"role": "assistant", "content": "\n return False, json.dumps(data, indent=4)\n else:\n for json_target_value in json_target[0]:\n json_added.append(json_target_value)\n json_final = json_added\n else:\n json_final = json_added\n jsonpath_expr = parse(json_path)\n\n matches = jsonpath_expr.find(data)\n \n if len(matches)==0:\n return make_response(json.dumps({'success':False, 'message':'JSON path not found.'}))\n \n for match in matches:\n data = ClientConfiguration.update_json(data, ClientConfiguration.get_path(match), json_final)\n \n return make_response(json.dumps({'success':True, 'data':json.dumps(data, indent=4)}))\n \n @classmethod \n def get_path(self, match):\n \"\"\"\n Return an iterator based upon MATCH.PATH. Each item is a path component,\n start from outer most item.\n \"\"\"\n if match.context is not None:\n for path_element in ClientConfiguration.get_path(match.context):\n yield path_element\n yield str(match.path)\n\n @classmethod\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
0eef6d139660d7b5753e9bf6938554e0499dccc1
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # Generated by Django 2.2.4 on 2019-11-14 16:48 import django.contrib.postgres.fields.jsonb from django.db import migrations class Migration(migrations.Migration): dependencies = [ ('data', '0022_discardaction'), ] operations = [ migrations.AddField( model_name='discardaction', name='answers', field=django.contrib.postgres.fields.jsonb.JSONField(blank=True, null=True), ), ]
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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machine_learning
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refactoring
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Pythoncode:Python
| 0
| 1
| 458
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Generated by Django 2.2.4 on 2019-11-14 16:48\n\nimport django.contrib.postgres.fields.jsonb\nfrom django.db import migrations\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('data', '0022_discardaction'),\n ]\n\n operations = [\n migrations.AddField(\n model_name='discardaction',\n name='answers',\n field=django.contrib.postgres.fields.jsonb.JSONField(blank=True, null=True),\n ),\n ]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0eefcd2d4671b89d12e5ea2a56457ebf60bf3929
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: from json import JSONEncoder from time import time class Jsonable: """Abstract class to standardize the toJson method to be implemented by any class that wants to be serialized to JSON""" def toJson(self): """Abstract method""" raise NotImplementedError('You should implement this method in your classes.') class CommonMessage(Jsonable): def __init__(self): self.client = Client() self.emitter = Emitter() self.type = "" self.body = "" self.tags = ["music", "culture", "food"] def toJson(self): return dict(client=self.client, emitter=self.emitter, type=self.type, body=self.body, tags=self.tags) class Client(Jsonable): def __init__(self): self.id = "" self.name = "" self.time = int(round(time() * 1000)) def toJson(self): return dict(id=self.id, name=self.name, time=self.time) class Emitter(Jsonable): def __init__(self): self.id = "" def toJson(self): return dict(id=self.id) class ComplexJsonEncoder(JSONEncoder): """Basic JSON encoder for 'complex (nested)' Python objects.""" def default(self, o): if hasattr(o, 'toJson'): return o.toJson() else: return JSONEncoder.default(self, o)
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 5 ⚠️ Warnings: Unexpected indentation at line 6 Unexpected indentation at line 10 Unexpected indentation at line 15 Unexpected indentation at line 16 💡 Suggestions: Add closing quote at line 5 Add docstring to class 'CommonMessage' Add docstring to class 'Client'
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advanced
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machine_learning
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debugging
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Pythoncode:Python
| 8
| 5
| 1,297
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom json import JSONEncoder\nfrom time import time\n\nclass Jsonable:\n \"\"\"Abstract class to standardize the toJson method to be implemented by any class that wants to be\n serialized to JSON\"\"\"\n\n def toJson(self):\n \"\"\"Abstract method\"\"\"\n raise NotImplementedError('You should implement this method in your classes.')\n\nclass CommonMessage(Jsonable):\n def __init__(self):\n self.client = Client()\n self.emitter = Emitter()\n self.type = \"\"\n self.body = \"\"\n self.tags = [\"music\", \"culture\", \"food\"]\n\n def toJson(self):\n return dict(client=self.client, emitter=self.emitter, type=self.type, body=self.body, tags=self.tags)\n\nclass Client(Jsonable):\n def __init__(self):\n self.id = \"\"\n self.name = \"\"\n self.time = int(round(time() * 1000))\n\n def toJson(self):\n return dict(id=self.id, name=self.name, time=self.time)\n\nclass Emitter(Jsonable):\n def __init__(self):\n self.id = \"\"\n\n def toJson(self):\n return dict(id=self.id)\n\nclass ComplexJsonEncoder(JSONEncoder):\n \"\"\"Basic JSON encoder for 'complex (nested)' Python objects.\"\"\"\n\n def default(self, o):\n if hasattr(o, 'toJson'):\n return o.toJson()\n else:\n return JSONEncoder.default(self, o)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 5\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 6\n Unexpected indentation at line 10\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 5\n Add docstring to class 'CommonMessage'\n Add docstring to class 'Client'"}]
| false
| null | null | null |
0eefd82c5da7e16c24688892ee11d187a2303e65
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: """Compute pi.""" from decimal import Decimal, getcontext import argparse import itertools class ComputePi: """Compute pi to a specific precision using multiple algorithms.""" @staticmethod def BBP(precision): """Compute pi using the Bailey-Borwein-Plouffe formula.""" getcontext().prec = precision + 20 pi = Decimal(0) for k in itertools.count(): term = (Decimal(4)/(8*k+1) - Decimal(2)/(8*k+4) - Decimal(1)/(8*k+5) - Decimal(1)/(8*k+6)) term /= Decimal(16)**k pi += term if term < Decimal(10)**(-precision-10): break pi = str(pi)[:-19] return pi @staticmethod def arctan_euler(x, one=1000000): """Calculate arctan(1/x) using euler's accelerated formula. Based on http://www.craig-wood.com/nick/articles/pi-machin/""" x_squared = x * x x_squared_plus_1 = x_squared + 1 term = (x * one) // x_squared_plus_1 total = term two_n = 2 while 1: divisor = (two_n+1) * x_squared_plus_1 term *= two_n term += divisor // 2 # round the division term = term // divisor
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if term == 0: break total += term two_n += 2 return total @staticmethod def machin_euler(digits): """Compute pi using Machin's formula. Based on http://www.craig-wood.com/nick/articles/pi-machin/""" one = 10**(digits + 20) pi = 4*(4*ComputePi.arctan_euler(5, one) - ComputePi.arctan_euler(239, one)) pi //= 10**20 return '3.{}'.format(str(pi)[1:]) if __name__ == '__main__': parser = argparse.ArgumentParser(description='Calculates pi.') parser.add_argument('--precision', type=int, default=100, help='The desired precision of pi (default: 100 digits)') args = parser.parse_args() pi_computer = ComputePi() print(pi_computer.machin_euler(args.precision))
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advanced
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api
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code_completion
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Pythoncode:Python
| 3
| 1
| 2,034
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"Compute pi.\"\"\"\nfrom decimal import Decimal, getcontext\nimport argparse\nimport itertools\n\n\nclass ComputePi:\n \"\"\"Compute pi to a specific precision using multiple algorithms.\"\"\"\n\n @staticmethod\n def BBP(precision):\n \"\"\"Compute pi using the Bailey-Borwein-Plouffe formula.\"\"\"\n getcontext().prec = precision + 20\n\n pi = Decimal(0)\n for k in itertools.count():\n term = (Decimal(4)/(8*k+1) - Decimal(2)/(8*k+4) - Decimal(1)/(8*k+5) - Decimal(1)/(8*k+6))\n term /= Decimal(16)**k\n pi += term\n\n if term < Decimal(10)**(-precision-10):\n break\n\n pi = str(pi)[:-19]\n return pi\n\n @staticmethod\n def arctan_euler(x, one=1000000):\n \"\"\"Calculate arctan(1/x) using euler's accelerated formula.\n\n Based on http://www.craig-wood.com/nick/articles/pi-machin/\"\"\"\n x_squared = x * x\n x_squared_plus_1 = x_squared + 1\n term = (x * one) // x_squared_plus_1\n total = term\n two_n = 2\n while 1:\n divisor = (two_n+1) * x_squared_plus_1\n term *= two_n\n term += divisor // 2 # round the division\n term = term // divisor"}, {"role": "assistant", "content": "\n if term == 0:\n break\n total += term\n two_n += 2\n return total\n\n @staticmethod\n def machin_euler(digits):\n \"\"\"Compute pi using Machin's formula.\n\n Based on http://www.craig-wood.com/nick/articles/pi-machin/\"\"\"\n one = 10**(digits + 20)\n pi = 4*(4*ComputePi.arctan_euler(5, one) - ComputePi.arctan_euler(239, one))\n pi //= 10**20\n return '3.{}'.format(str(pi)[1:])\n\n\n\nif __name__ == '__main__':\n parser = argparse.ArgumentParser(description='Calculates pi.')\n parser.add_argument('--precision', type=int, default=100,\n help='The desired precision of pi (default: 100 digits)')\n\n args = parser.parse_args()\n pi_computer = ComputePi()\n\n print(pi_computer.machin_euler(args.precision))"}]
| false
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0ef004434fa16f22e39f1c30a252704c35a2362e
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: #!/usr/bin/python3 import time from brownie import ( DataTypes, TransparentUpgradeableProxy, ProxyAdmin, config, network, Contract, ) from scripts.helpful_scripts import get_account, encode_function_data def main(): account = get_account() print(config["networks"][network.show_active()]) print(f"Deploying to {network.show_active()}") data_types = DataTypes.deploy( {"from": account}, publish_source=config["networks"][network.show_active()]["verify"], ) # Optional, deploy the ProxyAdmin and use that as the admin contract proxy_admin = ProxyAdmin.deploy( {"from": account}, publish_source=config["networks"][network.show_active()]["verify"], ) # If we want an intializer function we can add
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# `initializer=box.store, 1` # to simulate the initializer being the `store` function # with a `newValue` of 1 # data_types_encoded_initializer_function = encode_function_data(data_types.setDataTypes) data_types_encoded_initializer_function = encode_function_data( data_types.setDataTypes, 10 ) proxy = TransparentUpgradeableProxy.deploy( data_types.address, proxy_admin.address, data_types_encoded_initializer_function, # gas limit removed fort an issue not very clear # {"from": account, "gas_limit": 100000000000}, {"from": account}, publish_source=config["networks"][network.show_active()]["verify"], ) print(f"Proxy deployed to {proxy} ! You can now upgrade it to dataTypesV2!") proxy_data_types = Contract.from_abi("DataTypes", proxy.address, DataTypes.abi)
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intermediate
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machine_learning
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code_completion
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Pythoncode:Python
| 1
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| 1,657
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/python3\nimport time\nfrom brownie import (\n DataTypes,\n TransparentUpgradeableProxy,\n ProxyAdmin,\n config,\n network,\n Contract,\n)\nfrom scripts.helpful_scripts import get_account, encode_function_data\n\n\ndef main():\n account = get_account()\n print(config[\"networks\"][network.show_active()])\n print(f\"Deploying to {network.show_active()}\")\n data_types = DataTypes.deploy(\n {\"from\": account},\n publish_source=config[\"networks\"][network.show_active()][\"verify\"],\n )\n # Optional, deploy the ProxyAdmin and use that as the admin contract\n proxy_admin = ProxyAdmin.deploy(\n {\"from\": account},\n publish_source=config[\"networks\"][network.show_active()][\"verify\"],\n )\n\n # If we want an intializer function we can add"}, {"role": "assistant", "content": "\n # `initializer=box.store, 1`\n # to simulate the initializer being the `store` function\n # with a `newValue` of 1\n # data_types_encoded_initializer_function = encode_function_data(data_types.setDataTypes)\n data_types_encoded_initializer_function = encode_function_data(\n data_types.setDataTypes, 10\n )\n proxy = TransparentUpgradeableProxy.deploy(\n data_types.address,\n proxy_admin.address,\n data_types_encoded_initializer_function,\n # gas limit removed fort an issue not very clear\n # {\"from\": account, \"gas_limit\": 100000000000},\n {\"from\": account},\n publish_source=config[\"networks\"][network.show_active()][\"verify\"],\n )\n print(f\"Proxy deployed to {proxy} ! You can now upgrade it to dataTypesV2!\")\n proxy_data_types = Contract.from_abi(\"DataTypes\", proxy.address, DataTypes.abi)"}]
| false
| null | null | null |
0ef0299af0be6f4403ddbf6bc9801b26ba188122
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import torch.nn as nn class BidirectionalLSTM(nn.Module): # Module to extract BLSTM features from convolutional feature map def __init__(self, nIn, nHidden, nOut): super(BidirectionalLSTM, self).__init__() self.rnn = nn.LSTM(nIn, nHidden, bidirectional=True) self.embedding = nn.Linear(nHidden * 2, nOut) self.rnn.cuda() self.embedding.cuda() def forward(self, input): recurrent, _ = self.rnn(input) T, b, h = recurrent.size() t_rec = recurrent.view(T * b, h) output = self.embedding(t_rec) # [T * b, nOut] output = output.view(T, b, -1) return output
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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ui
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refactoring
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Pythoncode:Python
| 2
| 1
| 659
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport torch.nn as nn\n\nclass BidirectionalLSTM(nn.Module):\n # Module to extract BLSTM features from convolutional feature map\n\n def __init__(self, nIn, nHidden, nOut):\n super(BidirectionalLSTM, self).__init__()\n\n self.rnn = nn.LSTM(nIn, nHidden, bidirectional=True)\n self.embedding = nn.Linear(nHidden * 2, nOut)\n self.rnn.cuda()\n self.embedding.cuda()\n\n def forward(self, input):\n recurrent, _ = self.rnn(input)\n T, b, h = recurrent.size()\n t_rec = recurrent.view(T * b, h)\n\n output = self.embedding(t_rec) # [T * b, nOut]\n output = output.view(T, b, -1)\n\n return output"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
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0ef0869b952bf4b7857333b5caa682157e430b0a
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: class PaintEventArgs(EventArgs,IDisposable): """ Provides data for the System.Windows.Forms.Control.Paint event. PaintEventArgs(graphics: Graphics,clipRect: Rectangle) """ def Instance(self): """ This function has been arbitrarily put into the stubs""" return PaintEventArgs() def Dispose(self): """ Dispose(self: PaintEventArgs) Releases all resources used by the System.Windows.Forms.PaintEventArgs. """ pass def __enter__(self,*args): """ __enter__(self: IDisposable) -> object """ pass def __exit__(self,*args): """ __exit__(self: IDisposable,exc_type: object,exc_value: object,exc_back: object) """ pass def __init__(self,*args): """ x.__init__(...) initializes x; see x.__class__.__doc__ for signaturex.__init__(...) initializes x; see x.__class__.__doc__ for signaturex.__init__(...) initializes x; see x.__class__.__doc__ for signature """ pass @staticmethod def __new__(self,graphics,clipRect): """ __new__(cls: type,graphics: Graphics,clipRect: Rectangle) """ pass ClipRectangle=property(lambda self: object(),lambda self,v: None,lambda self: None) """Gets the rectangle in which to paint. Get: ClipRectangle(self: PaintEventArgs) -> Rectangle """ Graphics=property(lambda self: object(),lambda self,v: None,lambda self: None) """Gets the graphics used to paint. Get: Graphics(self: PaintEventArgs) -> Graphics """
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Functions: Instance, Dispose, __enter__, __exit__, __init__ Classes: PaintEventArgs This code demonstrates Pythoncode:Python programming.
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advanced
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database
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code_explanation
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Pythoncode:Python
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nclass PaintEventArgs(EventArgs,IDisposable):\r\n \"\"\"\r\n Provides data for the System.Windows.Forms.Control.Paint event.\r\r\n \r\r\n PaintEventArgs(graphics: Graphics,clipRect: Rectangle)\r\n \"\"\"\r\n def Instance(self):\r\n \"\"\" This function has been arbitrarily put into the stubs\"\"\"\r\n return PaintEventArgs()\r\n\r\n def Dispose(self):\r\n \"\"\"\r\n Dispose(self: PaintEventArgs)\r\r\n Releases all resources used by the System.Windows.Forms.PaintEventArgs.\r\n \"\"\"\r\n pass\r\n def __enter__(self,*args):\r\n \"\"\" __enter__(self: IDisposable) -> object \"\"\"\r\n pass\r\n def __exit__(self,*args):\r\n \"\"\" __exit__(self: IDisposable,exc_type: object,exc_value: object,exc_back: object) \"\"\"\r\n pass\r\n def __init__(self,*args):\r\n \"\"\" x.__init__(...) initializes x; see x.__class__.__doc__ for signaturex.__init__(...) initializes x; see x.__class__.__doc__ for signaturex.__init__(...) initializes x; see x.__class__.__doc__ for signature \"\"\"\r\n pass\r\n @staticmethod\r\n def __new__(self,graphics,clipRect):\r\n \"\"\" __new__(cls: type,graphics: Graphics,clipRect: Rectangle) \"\"\"\r\n pass\r\n ClipRectangle=property(lambda self: object(),lambda self,v: None,lambda self: None)\r\n \"\"\"Gets the rectangle in which to paint.\r\r\n\r\r\nGet: ClipRectangle(self: PaintEventArgs) -> Rectangle\r\r\n\r\r\n\"\"\"\r\n\r\n Graphics=property(lambda self: object(),lambda self,v: None,lambda self: None)\r\n \"\"\"Gets the graphics used to paint.\r\r\n\r\r\nGet: Graphics(self: PaintEventArgs) -> Graphics\r\r\n\r\r\n\"\"\""}, {"role": "assistant", "content": " Functions: Instance, Dispose, __enter__, __exit__, __init__\n Classes: PaintEventArgs\n This code demonstrates Pythoncode:Python programming."}]
| false
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0ef0b2cd3d796c7cb5a1c89e97057d03988cd5cd
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # written by Jaekwang Cha # version 0.1 # ================== IMPORT CUSTOM LEARNING LIBRARIES ===================== # from customs.train import train, test from customs.dataset import load_dataset from customs.model import load_model # ================== TRAINING SETTINGS ================== # import argparse import os def gpu_setup(opt): use_cuda = not opt.no_cuda and torch.cuda.is_available() os.environ["CUDA_DEVICE_ORDER"] ="PCI_BUS_ID" if opt.multi_gpu != 0: print() print('Activating multi-gpu training mode') print(opt.multi_gpu) os.environ['CUDA_VISIBLE_DEVICES'] = str(opt.multi_gpu) opt.device = torch.device('cuda' if torch.cuda.is_available() else 'cpu') else: print() print('Activating single-gpu training mode') os.environ['CUDA_VISIBLE_DEVICES'] = str(opt.gpu) opt.device = torch.device('cuda' if torch.cuda.is_available() else 'cpu') print('Using gpu number ' + str(opt.gpu)) return use_cuda # ======================= MAIN SCRIPT ============================= # def main(opt): use_cuda = gpu_setup(opt) dataset_train, dataset_validation = load_dataset(opt, train=True) print('training data size: {}'.format(len(dataset_train))) print('validation data size: {}'.format(len(dataset_validation))) dataset_test = load_dataset(opt, train=False) print('test data size: {}'.format(len(dataset_test))) print() kwargs = {'num_workers': opt.num_worker, 'pin_memory': opt.pin_memory} if use_cuda else {} train_dataloader = DataLoader(dataset_train, batch_size=opt.batch_size, shuffle=True, **kwargs) validation_dataloader = DataLoader(dataset_validation, batch_size=opt.batch_size, shuffle=True, **kwargs) test_dataloader = DataLoader(dataset_test, batch_size=opt.test_batch_size, shuffle=True, **kwargs) model = load_model(opt) if opt.multi_gpu != 0: model = torch.nn.DataParallel(model) model.to(opt.device) train(opt, model, train_dataloader, validation_dataloader) test(opt, model, test_dataloader) if __name__ == '__main__': main(opt)
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Code Review: ⚠️ Code quality: Unexpected indentation at line 3 Unexpected indentation at line 8 Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 53 Unexpected indentation at line 54 ✨ Improvements: Add docstring to function 'gpu_setup' Add docstring to function 'main' Remove debug print() at line 18 before production Remove debug print() at line 19 before production Remove debug print() at line 20 before production Remove debug print() at line 24 before production Remove debug print() at line 25 before production Remove debug print() at line 28 before production Remove debug print() at line 35 before production Remove debug print() at line 36 before production Remove debug print() at line 39 before production Remove debug print() at line 40 before production
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intermediate
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testing
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code_review
|
Pythoncode:Python
| 2
| 0
| 2,195
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# written by Jaekwang Cha\r\n# version 0.1\r\n\r\n# ================== IMPORT CUSTOM LEARNING LIBRARIES ===================== #\r\nfrom customs.train import train, test\r\nfrom customs.dataset import load_dataset\r\nfrom customs.model import load_model\r\n\r\n# ================== TRAINING SETTINGS ================== #\r\nimport argparse\r\nimport os\r\n\r\ndef gpu_setup(opt):\r\n use_cuda = not opt.no_cuda and torch.cuda.is_available()\r\n os.environ[\"CUDA_DEVICE_ORDER\"] =\"PCI_BUS_ID\"\r\n\r\n if opt.multi_gpu != 0:\r\n print()\r\n print('Activating multi-gpu training mode')\r\n print(opt.multi_gpu)\r\n os.environ['CUDA_VISIBLE_DEVICES'] = str(opt.multi_gpu)\r\n opt.device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')\r\n else:\r\n print()\r\n print('Activating single-gpu training mode')\r\n os.environ['CUDA_VISIBLE_DEVICES'] = str(opt.gpu)\r\n opt.device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')\r\n print('Using gpu number ' + str(opt.gpu))\r\n return use_cuda\r\n\r\n# ======================= MAIN SCRIPT ============================= #\r\ndef main(opt):\r\n use_cuda = gpu_setup(opt)\r\n dataset_train, dataset_validation = load_dataset(opt, train=True)\r\n print('training data size: {}'.format(len(dataset_train)))\r\n print('validation data size: {}'.format(len(dataset_validation)))\r\n\r\n dataset_test = load_dataset(opt, train=False)\r\n print('test data size: {}'.format(len(dataset_test)))\r\n print()\r\n \r\n kwargs = {'num_workers': opt.num_worker, 'pin_memory': opt.pin_memory} if use_cuda else {}\r\n train_dataloader = DataLoader(dataset_train, batch_size=opt.batch_size, shuffle=True, **kwargs)\r\n validation_dataloader = DataLoader(dataset_validation, batch_size=opt.batch_size, shuffle=True, **kwargs)\r\n test_dataloader = DataLoader(dataset_test, batch_size=opt.test_batch_size, shuffle=True, **kwargs)\r\n\r\n model = load_model(opt)\r\n if opt.multi_gpu != 0:\r\n model = torch.nn.DataParallel(model)\r\n model.to(opt.device)\r\n\r\n train(opt, model, train_dataloader, validation_dataloader)\r\n test(opt, model, test_dataloader)\r\n\r\nif __name__ == '__main__':\r\n main(opt)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 3\n Unexpected indentation at line 8\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n\n\u2728 Improvements:\n Add docstring to function 'gpu_setup'\n Add docstring to function 'main'\n Remove debug print() at line 18 before production\n Remove debug print() at line 19 before production\n Remove debug print() at line 20 before production\n Remove debug print() at line 24 before production\n Remove debug print() at line 25 before production\n Remove debug print() at line 28 before production\n Remove debug print() at line 35 before production\n Remove debug print() at line 36 before production\n Remove debug print() at line 39 before production\n Remove debug print() at line 40 before production"}]
| false
| null | null | null |
0ef1f7b69f59398c929a14885bdad0d62cb19dca
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python3 import logging import sys import subprocess from pathlib import Path from datetime import datetime from Pegasus.api import * def get_files(d: Path) -> None: for p in d.iterdir(): if p.is_file(): f = File(str(p)) inputs.append(f) rc.add_replica(LOCAL, str(p), str(p.resolve())) else: get_files(p) get_files(Path("minirosetta_database")) f1 = File("design.resfile") inputs.append(f1) rc.add_replica(LOCAL, f1, str(Path("design.resfile").resolve())) f2 = File("repack.resfile") inputs.append(f2) rc.add_replica(LOCAL, f2, str(Path("repack.resfile").resolve())) wf = Workflow("rosetta") pdb_files = list(Path("pdbs").iterdir()) for i in range(10): current_file = pdb_files[i] if current_file.is_file(): job = ( Job(rosetta_exe, _id=current_file.name.replace(".pdb", "")) .add_inputs(File(current_file.name), *inputs) .add_outputs(File(current_file.name + ".score.sc"), register_replica=True) .add_args( "-in:file:s", current_file.name, "-out:prefix " + current_file.name + ".", "-database ./minirosetta_database", "-linmem_ig 10", "-nstruct 1", "-pert_num 2", "-inner_num 1", "-jd2::ntrials 1", ) ) rc.add_replica("local", current_file.name, str(current_file.resolve())) wf.add_jobs(job) # write rc to separate file for registration jobs with (TOP_DIR / "replicas.yml").open("w") as f: rc.write(f) wf.add_transformation_catalog(tc) try: wf.plan( dir=str(WORK_DIR), verbose=5, sites=[CONDOR_POOL], staging_sites={CONDOR_POOL: STAGING_SITE}, ) except PegasusClientError as e: print(e.output)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 1,884
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python3\nimport logging\nimport sys\nimport subprocess\n\nfrom pathlib import Path\nfrom datetime import datetime\n\nfrom Pegasus.api import *\n\ndef get_files(d: Path) -> None:\n for p in d.iterdir():\n if p.is_file():\n f = File(str(p))\n inputs.append(f)\n rc.add_replica(LOCAL, str(p), str(p.resolve()))\n else:\n get_files(p)\n\n\nget_files(Path(\"minirosetta_database\"))\n\nf1 = File(\"design.resfile\")\ninputs.append(f1)\nrc.add_replica(LOCAL, f1, str(Path(\"design.resfile\").resolve()))\n\nf2 = File(\"repack.resfile\")\ninputs.append(f2)\nrc.add_replica(LOCAL, f2, str(Path(\"repack.resfile\").resolve()))\n\nwf = Workflow(\"rosetta\")\n\npdb_files = list(Path(\"pdbs\").iterdir())\nfor i in range(10):\n current_file = pdb_files[i]\n\n if current_file.is_file():\n job = (\n Job(rosetta_exe, _id=current_file.name.replace(\".pdb\", \"\"))\n .add_inputs(File(current_file.name), *inputs)\n .add_outputs(File(current_file.name + \".score.sc\"), register_replica=True)\n .add_args(\n \"-in:file:s\",\n current_file.name,\n \"-out:prefix \" + current_file.name + \".\",\n \"-database ./minirosetta_database\",\n \"-linmem_ig 10\",\n \"-nstruct 1\",\n \"-pert_num 2\",\n \"-inner_num 1\",\n \"-jd2::ntrials 1\",\n )\n )\n\n rc.add_replica(\"local\", current_file.name, str(current_file.resolve()))\n\n wf.add_jobs(job)\n\n# write rc to separate file for registration jobs\nwith (TOP_DIR / \"replicas.yml\").open(\"w\") as f:\n rc.write(f)\n\nwf.add_transformation_catalog(tc)\n\ntry:\n wf.plan(\n dir=str(WORK_DIR),\n verbose=5,\n sites=[CONDOR_POOL],\n staging_sites={CONDOR_POOL: STAGING_SITE},\n )\nexcept PegasusClientError as e:\n print(e.output)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0ef37debe8fbb6d99817c5ad659e3ff1f210c644
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import torch from ceem.opt_criteria import * from ceem.systems import LorenzAttractor from ceem.dynamics import * from ceem.smoother import * from ceem import utils def test_smoother(): utils.set_rng_seed(1) torch.set_default_dtype(torch.float64) sigma = torch.tensor([10.]) rho = torch.tensor([28.]) beta = torch.tensor([8. / 3.]) C = torch.randn(2, 3) dt = 0.04 sys = LorenzAttractor(sigma, rho, beta, C, dt, method='midpoint') B = 1 T = 200 xs = [torch.randn(B, 1, 3)] for t in range(T - 1): xs.append(sys.step(torch.tensor([0.] * B), xs[-1])) x = torch.cat(xs, dim=1).detach() x.requires_grad = True y = sys.observe(0., x).detach() # y += torch.rand_like(y) * 0.01 t = torch.stack([torch.arange(T), torch.arange(T)]).to(torch.get_default_dtype()) x0 = torch.zeros_like(x) obscrit = GaussianObservationCriterion(torch.ones(2), t, y) dyncrit = GaussianDynamicsCriterion(torch.ones(3), t) # Test GroupSOSCriterion crit = GroupSOSCriterion([obscrit, dyncrit]) xsm, metrics = NLSsmoother(x0, crit, sys, solver_kwargs={'verbose': 2, 'tr_rho': 0.) err = float((xsm - x).norm()) assert err < 1e-8, 'Smoothing Error: %.3e' % err print('Passed.') # Test BlockSparseGroupSOSCriterion crit = BlockSparseGroupSOSCriterion([obscrit, dyncrit]) xsm, metrics = NLSsmoother(torch.zeros_like(x), crit, sys) err = float((xsm - x).norm()) assert err < 1e-8, 'Smoothing Error: %.3e' % err print('Passed.') if __name__ == '__main__': test_smoother()
|
Syntax Analysis: Syntax Errors Found: • Unmatched closing bracket ')' at line 48 • Unclosed '(' at line 48 - expected ')' • Unclosed '{' at line 48 - expected '}' Fixes: • Add closing ')' bracket • Add closing '}' bracket • Check opening and closing brackets
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 1,599
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport torch\n\nfrom ceem.opt_criteria import *\nfrom ceem.systems import LorenzAttractor\nfrom ceem.dynamics import *\nfrom ceem.smoother import *\nfrom ceem import utils\n\n\ndef test_smoother():\n\n utils.set_rng_seed(1)\n\n torch.set_default_dtype(torch.float64)\n\n sigma = torch.tensor([10.])\n rho = torch.tensor([28.])\n beta = torch.tensor([8. / 3.])\n\n C = torch.randn(2, 3)\n\n dt = 0.04\n\n sys = LorenzAttractor(sigma, rho, beta, C, dt, method='midpoint')\n\n B = 1\n T = 200\n xs = [torch.randn(B, 1, 3)]\n for t in range(T - 1):\n xs.append(sys.step(torch.tensor([0.] * B), xs[-1]))\n\n x = torch.cat(xs, dim=1).detach()\n x.requires_grad = True\n y = sys.observe(0., x).detach()\n # y += torch.rand_like(y) * 0.01\n\n t = torch.stack([torch.arange(T), torch.arange(T)]).to(torch.get_default_dtype())\n \n x0 = torch.zeros_like(x)\n\n obscrit = GaussianObservationCriterion(torch.ones(2), t, y)\n\n dyncrit = GaussianDynamicsCriterion(torch.ones(3), t)\n\n # Test GroupSOSCriterion\n crit = GroupSOSCriterion([obscrit, dyncrit])\n\n xsm, metrics = NLSsmoother(x0, crit, sys, solver_kwargs={'verbose': 2, 'tr_rho': 0.)\n\n err = float((xsm - x).norm())\n assert err < 1e-8, 'Smoothing Error: %.3e' % err\n\n print('Passed.')\n\n # Test BlockSparseGroupSOSCriterion\n crit = BlockSparseGroupSOSCriterion([obscrit, dyncrit])\n\n xsm, metrics = NLSsmoother(torch.zeros_like(x), crit, sys)\n\n err = float((xsm - x).norm())\n assert err < 1e-8, 'Smoothing Error: %.3e' % err\n\n print('Passed.')\n\nif __name__ == '__main__':\n test_smoother()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unmatched closing bracket ')' at line 48\n \u2022 Unclosed '(' at line 48 - expected ')'\n \u2022 Unclosed '{' at line 48 - expected '}'\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Add closing '}' bracket\n \u2022 Check opening and closing brackets"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0ef391d627e7c29662611237b93dc0cbb0bb55b3
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # This code is part of Qiskit. # # (C) Copyright IBM 2020. # # This code is licensed under the Apache License, Version 2.0. You may # obtain a copy of this license in the LICENSE.txt file in the root directory # of this source tree or at http://www.apache.org/licenses/LICENSE-2.0. # # Any modifications or derivative works of this code must retain this # copyright notice, and modified files need to carry a notice indicating # that they have been altered from the originals. # pylint: disable=invalid-name class DrawerBackendInfo(ABC): """Backend information to be used for the drawing data generation.""" def __init__(self, name: Optional[str] = None, dt: Optional[float] = None, channel_frequency_map: Optional[Dict[pulse.channels.Channel, float]] = None, qubit_channel_map: Optional[Dict[int, List[pulse.channels.Channel]]] = None): """Create new backend information. Args: name: Name of the backend. dt: System cycle time. channel_frequency_map: Mapping of channel and associated frequency. qubit_channel_map: Mapping of qubit and associated channels. # Complete this line self.backend_name = name or 'no-backend' self._dt = dt self._chan_freq_map = channel_frequency_map or dict() self._qubit_channel_map = qubit_channel_map or dict() @classmethod @abstractmethod def create_from_backend(cls, backend: BaseBackend): """Initialize a class with backend information provided by provider. Args: backend: Backend object. """ raise NotImplementedError @property def dt(self): """Return cycle time.""" return self._dt def get_qubit_index(self, chan: pulse.channels.Channel) -> Union[int, None]: """Get associated qubit index of given channel object.""" for qind, chans in self._qubit_channel_map.items(): if chan in chans: return qind return chan.index def get_channel_frequency(self, chan: pulse.channels.Channel) -> Union[float, None]: """Get frequency of given channel object.""" return self._chan_freq_map.get(chan, None) class OpenPulseBackendInfo(DrawerBackendInfo): """Drawing information of backend that conforms to OpenPulse specification.""" @classmethod ... [1 more functiondefs truncated] ...
|
The missing line is: """
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 2
| 2,451
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# This code is part of Qiskit.\n#\n# (C) Copyright IBM 2020.\n#\n# This code is licensed under the Apache License, Version 2.0. You may\n# obtain a copy of this license in the LICENSE.txt file in the root directory\n# of this source tree or at http://www.apache.org/licenses/LICENSE-2.0.\n#\n# Any modifications or derivative works of this code must retain this\n# copyright notice, and modified files need to carry a notice indicating\n# that they have been altered from the originals.\n\n# pylint: disable=invalid-name\n\nclass DrawerBackendInfo(ABC):\n \"\"\"Backend information to be used for the drawing data generation.\"\"\"\n\n def __init__(self,\n name: Optional[str] = None,\n dt: Optional[float] = None,\n channel_frequency_map: Optional[Dict[pulse.channels.Channel, float]] = None,\n qubit_channel_map: Optional[Dict[int, List[pulse.channels.Channel]]] = None):\n \"\"\"Create new backend information.\n\n Args:\n name: Name of the backend.\n dt: System cycle time.\n channel_frequency_map: Mapping of channel and associated frequency.\n qubit_channel_map: Mapping of qubit and associated channels.\n # Complete this line\n self.backend_name = name or 'no-backend'\n self._dt = dt\n self._chan_freq_map = channel_frequency_map or dict()\n self._qubit_channel_map = qubit_channel_map or dict()\n\n @classmethod\n @abstractmethod\n def create_from_backend(cls, backend: BaseBackend):\n \"\"\"Initialize a class with backend information provided by provider.\n\n Args:\n backend: Backend object.\n \"\"\"\n raise NotImplementedError\n\n @property\n def dt(self):\n \"\"\"Return cycle time.\"\"\"\n return self._dt\n\n def get_qubit_index(self, chan: pulse.channels.Channel) -> Union[int, None]:\n \"\"\"Get associated qubit index of given channel object.\"\"\"\n for qind, chans in self._qubit_channel_map.items():\n if chan in chans:\n return qind\n return chan.index\n\n def get_channel_frequency(self, chan: pulse.channels.Channel) -> Union[float, None]:\n \"\"\"Get frequency of given channel object.\"\"\"\n return self._chan_freq_map.get(chan, None)\n\n\nclass OpenPulseBackendInfo(DrawerBackendInfo):\n \"\"\"Drawing information of backend that conforms to OpenPulse specification.\"\"\"\n\n @classmethod\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n \"\"\""}]
| false
| null | null | null |
0ef3a6ff8273269894257cdbba761bebf9bbfde6
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Create your views here. from .models import Mfund import plotly.graph_objects as go from plotly.offline import plot from plotly.tools import make_subplots from django.db.models import Q from django.conf import settings from django.shortcuts import redirect from django.contrib.auth.decorators import login_required from django.utils.decorators import method_decorator from django.views.generic.list import ListView from django.views import View from django.db.models import OuterRef, Subquery, Count, Sum, Max, Min from django.db.models.functions import Trim, Lower, Round import pandas as pd import csv, io import openpyxl from django.contrib import messages from django.urls import reverse from django.http import HttpResponseRedirect from django_gotolong.lastrefd.models import Lastrefd, lastrefd_update from django_gotolong.broker.icidir.imf.models import BrokerIcidirMf def Mfund_url(): return "unused-mfund-refresh-url" class MfundListView(ListView): model = Mfund # if pagination is desired # paginate_by = 300 # filter_backends = [filters.OrderingFilter,] # ordering_fields = ['sno', 'nse_symbol'] def get_queryset(self): queryset = Mfund.objects.all().filter(mf_user_id=self.request.user.id) return queryset @method_decorator(login_required) def dispatch(self, *args, **kwargs): return super(MfundListView, self).dispatch(*args, **kwargs) def get_context_data(self, **kwargs): context = super().get_context_data(**kwargs) Error: SyntaxError / EOF
|
Fixed Code: # Create your views here. from .models import Mfund import plotly.graph_objects as go from plotly.offline import plot from plotly.tools import make_subplots from django.db.models import Q from django.conf import settings from django.shortcuts import redirect from django.contrib.auth.decorators import login_required from django.utils.decorators import method_decorator from django.views.generic.list import ListView from django.views import View from django.db.models import OuterRef, Subquery, Count, Sum, Max, Min Explanation: Complete the truncated code structure
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advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 9
| 4
| 1,522
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Create your views here.\n\nfrom .models import Mfund\n\nimport plotly.graph_objects as go\nfrom plotly.offline import plot\nfrom plotly.tools import make_subplots\n\nfrom django.db.models import Q\n\nfrom django.conf import settings\nfrom django.shortcuts import redirect\n\nfrom django.contrib.auth.decorators import login_required\nfrom django.utils.decorators import method_decorator\n\nfrom django.views.generic.list import ListView\nfrom django.views import View\n\nfrom django.db.models import OuterRef, Subquery, Count, Sum, Max, Min\nfrom django.db.models.functions import Trim, Lower, Round\n\nimport pandas as pd\nimport csv, io\nimport openpyxl\nfrom django.contrib import messages\nfrom django.urls import reverse\nfrom django.http import HttpResponseRedirect\n\nfrom django_gotolong.lastrefd.models import Lastrefd, lastrefd_update\n\nfrom django_gotolong.broker.icidir.imf.models import BrokerIcidirMf\n\n\ndef Mfund_url():\n return \"unused-mfund-refresh-url\"\n\nclass MfundListView(ListView):\n model = Mfund\n\n # if pagination is desired\n # paginate_by = 300\n # filter_backends = [filters.OrderingFilter,]\n # ordering_fields = ['sno', 'nse_symbol']\n\n def get_queryset(self):\n queryset = Mfund.objects.all().filter(mf_user_id=self.request.user.id)\n return queryset\n\n @method_decorator(login_required)\n def dispatch(self, *args, **kwargs):\n return super(MfundListView, self).dispatch(*args, **kwargs)\n\n def get_context_data(self, **kwargs):\n context = super().get_context_data(**kwargs)\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Create your views here.\n\nfrom .models import Mfund\n\nimport plotly.graph_objects as go\nfrom plotly.offline import plot\nfrom plotly.tools import make_subplots\n\nfrom django.db.models import Q\n\nfrom django.conf import settings\nfrom django.shortcuts import redirect\n\nfrom django.contrib.auth.decorators import login_required\nfrom django.utils.decorators import method_decorator\n\nfrom django.views.generic.list import ListView\nfrom django.views import View\n\nfrom django.db.models import OuterRef, Subquery, Count, Sum, Max, Min\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ef3c67e54e013586a797d3526f9d748c2da9ba4
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #coding: utf-8 from gevent import monkey class Downloader: def __init__(self, pool_size, retry=3): self.pool = Pool(pool_size) self.session = self._get_http_session(pool_size, pool_size, retry) self.retry = retry self.dir = '' self.succed = {} self.failed = [] self.ts_total = 0 def _get_http_session(self, pool_connections, pool_maxsize, max_retries): session = requests.Session() adapter = requests.adapters.HTTPAdapter(pool_connections=pool_connections, pool_maxsize=pool_maxsize, max_retries=max_retries) session.mount('http://', adapter) session.mount('https://', adapter) return session def run(self, m3u8_url, dir='',moreTs=False): self.dir = dir if Error: SyntaxError: unterminated string literal
|
Fixed Code: #coding: utf-8 from gevent import monkey class Downloader: def __init__(self, pool_size, retry=3): self.pool = Pool(pool_size) self.session = self._get_http_session(pool_size, pool_size, retry) self.retry = retry self.dir = '' self.succed = {} self.failed = [] self.ts_total = 0 def _get_http_session(self, pool_connections, pool_maxsize, max_retries): session = requests.Session() adapter = requests.adapters.HTTPAdapter(pool_connections=pool_connections, pool_maxsize=pool_maxsize, max_retries=max_retries) session.mount('http://', adapter) session.mount('https://', adapter) return session Explanation: Close the string literal with matching quote
|
advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 5
| 1
| 803
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#coding: utf-8\n\nfrom gevent import monkey\nclass Downloader:\n def __init__(self, pool_size, retry=3):\n self.pool = Pool(pool_size)\n self.session = self._get_http_session(pool_size, pool_size, retry)\n self.retry = retry\n self.dir = ''\n self.succed = {}\n self.failed = []\n self.ts_total = 0\n\n def _get_http_session(self, pool_connections, pool_maxsize, max_retries):\n session = requests.Session()\n adapter = requests.adapters.HTTPAdapter(pool_connections=pool_connections, pool_maxsize=pool_maxsize, max_retries=max_retries)\n session.mount('http://', adapter)\n session.mount('https://', adapter)\n return session\n\n def run(self, m3u8_url, dir='',moreTs=False):\n self.dir = dir\n if\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#coding: utf-8\n\nfrom gevent import monkey\nclass Downloader:\n def __init__(self, pool_size, retry=3):\n self.pool = Pool(pool_size)\n self.session = self._get_http_session(pool_size, pool_size, retry)\n self.retry = retry\n self.dir = ''\n self.succed = {}\n self.failed = []\n self.ts_total = 0\n\n def _get_http_session(self, pool_connections, pool_maxsize, max_retries):\n session = requests.Session()\n adapter = requests.adapters.HTTPAdapter(pool_connections=pool_connections, pool_maxsize=pool_maxsize, max_retries=max_retries)\n session.mount('http://', adapter)\n session.mount('https://', adapter)\n return session\n\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0ef63c39ffdfa491eb48d1233a4ab5b8fb12a49a
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Generated by Django 3.2.9 on 2021-12-06 10:02 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('restaurants', '0001_initial'), ] operations = [ migrations.AddField( model_name='restaurant', name='description', field=models.CharField(default='Description', max_length=255, verbose_name='Description'), preserve_default=False, ), ]
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
machine_learning
|
refactoring
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Pythoncode:Python
| 0
| 1
| 474
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Generated by Django 3.2.9 on 2021-12-06 10:02\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('restaurants', '0001_initial'),\n ]\n\n operations = [\n migrations.AddField(\n model_name='restaurant',\n name='description',\n field=models.CharField(default='Description', max_length=255, verbose_name='Description'),\n preserve_default=False,\n ),\n ]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0ef760e6a3a5620b5876eba10c68bc7b0bb1b6c8
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python3 import os import contextlib from PyQt5 import QtCore, QtWidgets from dsrlib.settings import Settings class LayoutBuilder: def __init__(self, target): self.target = target self._stack = [] @contextlib.contextmanager def _layout(self, cls, *args, **kwargs): layout = cls() self._stack.append(layout) try: yield layout finally: self._pop(*args, **kwargs) def _pop(self, *args, **kwargs): layout = self._stack.pop() if self._stack: parent = self._stack[-1] if isinstance(layout, QtWidgets.QSplitter): parent.addWidget(layout) else: if isinstance(parent, QtWidgets.QSplitter): container = QtWidgets.QWidget(parent) container.setLayout(layout) parent.addWidget(container) else: parent.addLayout(layout, *args, **kwargs) elif isinstance(self.target, QtWidgets.QMainWindow): if isinstance(layout, QtWidgets.QSplitter): self.target.setCentralWidget(layout) else: container = QtWidgets.QWidget(self.target) container.setLayout(layout) self.target.setCentralWidget(container) else: if isinstance(layout, QtWidgets.QSplitter): layout2 = QtWidgets.QHBoxLayout() layout2.setContentsMargins(0, 0, 0, 0) layout2.addWidget(layout) self.target.setLayout(layout2) else: self.target.setLayout(layout) @contextlib.contextmanager def hbox(self, *args, **kwargs): # pragma: no cover with self._layout(QtWidgets.QHBoxLayout, *args, **kwargs) as layout: layout.setContentsMargins(1, 1, 1, 1) layout.setSpacing(1) yield layout @contextlib.contextmanager def vbox(self, *args, **kwargs): # pragma: no cover with self._layout(QtWidgets.QVBoxLayout, *args, **kwargs) as layout: layout.setContentsMargins(1, 1, 1, 1) layout.setSpacing(1) yield layout def stack(self, *args, **kwargs): # pragma: no cover return self._layout(QtWidgets.QStackedLayout, *args, **kwargs) def form(self, *args, **kwargs): class _FormLayout(QtWidgets.QFormLayout): def addLayout(self, layout): self.addRow(layout) ... [8 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • IndentationError at line 22 Fixes: • Complete the expression on the last line • Fix indentation to match Python syntax rules
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advanced
|
database
|
syntax_repair
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Pythoncode:Python
| 8
| 2
| 2,577
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport os\nimport contextlib\n\nfrom PyQt5 import QtCore, QtWidgets\n\nfrom dsrlib.settings import Settings\n\n\nclass LayoutBuilder:\n def __init__(self, target):\n self.target = target\n self._stack = []\n\n @contextlib.contextmanager\n def _layout(self, cls, *args, **kwargs):\n layout = cls()\n self._stack.append(layout)\n try:\n yield layout\n finally:\n self._pop(*args, **kwargs)\n\n def _pop(self, *args, **kwargs):\n layout = self._stack.pop()\n if self._stack:\n parent = self._stack[-1]\n if isinstance(layout, QtWidgets.QSplitter):\n parent.addWidget(layout)\n else:\n if isinstance(parent, QtWidgets.QSplitter):\n container = QtWidgets.QWidget(parent)\n container.setLayout(layout)\n parent.addWidget(container)\n else:\n parent.addLayout(layout, *args, **kwargs)\n elif isinstance(self.target, QtWidgets.QMainWindow):\n if isinstance(layout, QtWidgets.QSplitter):\n self.target.setCentralWidget(layout)\n else:\n container = QtWidgets.QWidget(self.target)\n container.setLayout(layout)\n self.target.setCentralWidget(container)\n else:\n if isinstance(layout, QtWidgets.QSplitter):\n layout2 = QtWidgets.QHBoxLayout()\n layout2.setContentsMargins(0, 0, 0, 0)\n layout2.addWidget(layout)\n self.target.setLayout(layout2)\n else:\n self.target.setLayout(layout)\n\n @contextlib.contextmanager\n def hbox(self, *args, **kwargs): # pragma: no cover\n with self._layout(QtWidgets.QHBoxLayout, *args, **kwargs) as layout:\n layout.setContentsMargins(1, 1, 1, 1)\n layout.setSpacing(1)\n yield layout\n\n @contextlib.contextmanager\n def vbox(self, *args, **kwargs): # pragma: no cover\n with self._layout(QtWidgets.QVBoxLayout, *args, **kwargs) as layout:\n layout.setContentsMargins(1, 1, 1, 1)\n layout.setSpacing(1)\n yield layout\n\n def stack(self, *args, **kwargs): # pragma: no cover\n return self._layout(QtWidgets.QStackedLayout, *args, **kwargs)\n\n def form(self, *args, **kwargs):\n class _FormLayout(QtWidgets.QFormLayout):\n def addLayout(self, layout):\n self.addRow(layout)\n\n\n ... [8 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 IndentationError at line 22\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
|
0ef7742a3f6f5d085c7065159824fcf2edcb86c7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 # # Copyright 2017-2020 GridGain Systems. # # 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 .tidenpluginmanager import PluginManager from .report.steps import step, InnerReportConfig, Step, add_attachment, AttachmentType from .util import log_print, unix_path, call_
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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
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 788
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n#\n# Copyright 2017-2020 GridGain Systems.\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 .tidenpluginmanager import PluginManager\n\nfrom .report.steps import step, InnerReportConfig, Step, add_attachment, AttachmentType\nfrom .util import log_print, unix_path, call_"}, {"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
|
0ef7cab0d5cd63afd5bc70bd0539a8ffbacf39c0
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import logging import os import re import uuid from pathlib import Path from ludwig.constants import CHECKSUM, META, TEST, TRAINING, VALIDATION from ludwig.data.cache.util import calculate_checksum from ludwig.utils import data_utils from ludwig.utils.fs_utils import delete, path_exists def alphanum(v): """Filters a string to only its alphanumeric characters.""" return re.sub(r Error: SyntaxError: unterminated string literal
|
Fixed Code: import logging import os import re import uuid from pathlib import Path from ludwig.constants import CHECKSUM, META, TEST, TRAINING, VALIDATION from ludwig.data.cache.util import calculate_checksum from ludwig.utils import data_utils from ludwig.utils.fs_utils import delete, path_exists def alphanum(v): """Filters a string to only its alphanumeric characters.""" return re.sub(r"\W+", "", v) class DatasetCache: def __init__(self, config, checksum, cache_map, dataset_manager): self.config = config Explanation: Close the string literal with matching quote
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advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 5
| 2
| 390
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport logging\nimport os\nimport re\nimport uuid\nfrom pathlib import Path\n\nfrom ludwig.constants import CHECKSUM, META, TEST, TRAINING, VALIDATION\nfrom ludwig.data.cache.util import calculate_checksum\nfrom ludwig.utils import data_utils\nfrom ludwig.utils.fs_utils import delete, path_exists\n\ndef alphanum(v):\n \"\"\"Filters a string to only its alphanumeric characters.\"\"\"\n return re.sub(r\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport logging\nimport os\nimport re\nimport uuid\nfrom pathlib import Path\n\nfrom ludwig.constants import CHECKSUM, META, TEST, TRAINING, VALIDATION\nfrom ludwig.data.cache.util import calculate_checksum\nfrom ludwig.utils import data_utils\nfrom ludwig.utils.fs_utils import delete, path_exists\n\ndef alphanum(v):\n \"\"\"Filters a string to only its alphanumeric characters.\"\"\"\n return re.sub(r\"\\W+\", \"\", v)\n\n\nclass DatasetCache:\n def __init__(self, config, checksum, cache_map, dataset_manager):\n self.config = config\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0ef87bb853368bafa20ca953ac321175f6e8c5af
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import pprint from FactorioCalcBase.data.binary import sorted_recipe_list, production_machine_category_list_dict from FactorioCalcBase.recipe import Recipe from FactorioCalcBase.calculator_base import CalculatorBase from FactorioCalcBase.dependency_dict_common_function import dict_add_number import time def test_change_machine(test_obj: CalculatorBase, target_recipe, failed_dict): recipe_obj = Recipe(recipe_name=target_recipe) cat = recipe_obj.get_category() available_machine_list = production_machine_category_list_dict.get(cat) failed_dict['method_failed']['change_machine_failed'] = {} if len(available_machine_list) > 1: for machine in available_machine_list: test_obj.change_machine_to_specific_block(recipe_name=target_recipe, machine_name=machine) if test_obj.block_obj_dict['recipe']['machine_name'] != machine: raise 'MachineNotChanged' def test_calculator_base_methods(test_obj: CalculatorBase, failed_dict: dict): recipe_list = list(test_obj.block_obj_dict['recipe'].keys()) for recipe in recipe_list: try: test_change_machine(test_obj, recipe, failed_dict) except: dict_add_number(failed_dict['method_failed']['change_machine_failed'], recipe, 1) def test_calculator_base(failed_dict): mrms = [0, 0.3] pm = [None, ["assembling-machine-2", "stone-furnace", "burner-mining-drill"]] uk = [True, False] am = [1, 101.5] failed_dict['init_failed'] = {} failed_dict['method_failed'] = { 'change_machine_failed': { } } for recipe in sorted_recipe_list: for mining_research_modifier in mrms: for preferred_machines in pm: for use_kovarex in uk: for amount in am: try: test_obj = CalculatorBase(recipe_name=recipe, amount=amount, preferred_machine_list=preferred_machines, use_kovarex=use_kovarex, mining_research_modifier=mining_research_modifier) except: dict_add_number(failed_dict['init_failed'], key=recipe, val=1) test_calculator_base_methods(test_obj, failed_dict) pprint.pp(failed_dict) return failed_dict def run_test(): start_time = time.time() test_calculator_base({}) print(f'finished in {time.time()-start_time}')
|
Code analysis results: 🔴 Errors found: Block at line 22 has no indented body ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 💡 Suggestions: Add docstring to function 'test_change_machine' Add docstring to function 'test_calculator_base' Remove debug print() at line 64 before production
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 4
| 0
| 2,629
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport pprint\nfrom FactorioCalcBase.data.binary import sorted_recipe_list, production_machine_category_list_dict\nfrom FactorioCalcBase.recipe import Recipe\nfrom FactorioCalcBase.calculator_base import CalculatorBase\nfrom FactorioCalcBase.dependency_dict_common_function import dict_add_number\nimport time\n\n\ndef test_change_machine(test_obj: CalculatorBase, target_recipe, failed_dict):\n recipe_obj = Recipe(recipe_name=target_recipe)\n cat = recipe_obj.get_category()\n available_machine_list = production_machine_category_list_dict.get(cat)\n failed_dict['method_failed']['change_machine_failed'] = {}\n if len(available_machine_list) > 1:\n for machine in available_machine_list:\n test_obj.change_machine_to_specific_block(recipe_name=target_recipe,\n machine_name=machine)\n if test_obj.block_obj_dict['recipe']['machine_name'] != machine:\n raise 'MachineNotChanged'\n\n\ndef test_calculator_base_methods(test_obj: CalculatorBase, failed_dict: dict):\n\n recipe_list = list(test_obj.block_obj_dict['recipe'].keys())\n for recipe in recipe_list:\n try:\n test_change_machine(test_obj, recipe, failed_dict)\n except:\n dict_add_number(failed_dict['method_failed']['change_machine_failed'], recipe, 1)\n\n\ndef test_calculator_base(failed_dict):\n mrms = [0, 0.3]\n pm = [None, [\"assembling-machine-2\", \"stone-furnace\", \"burner-mining-drill\"]]\n uk = [True, False]\n am = [1, 101.5]\n\n failed_dict['init_failed'] = {}\n failed_dict['method_failed'] = {\n 'change_machine_failed': {\n\n }\n }\n for recipe in sorted_recipe_list:\n for mining_research_modifier in mrms:\n for preferred_machines in pm:\n for use_kovarex in uk:\n for amount in am:\n try:\n test_obj = CalculatorBase(recipe_name=recipe, amount=amount,\n preferred_machine_list=preferred_machines,\n use_kovarex=use_kovarex,\n mining_research_modifier=mining_research_modifier)\n except:\n dict_add_number(failed_dict['init_failed'], key=recipe, val=1)\n test_calculator_base_methods(test_obj, failed_dict)\n pprint.pp(failed_dict)\n return failed_dict\n\n\ndef run_test():\n start_time = time.time()\n test_calculator_base({})\n print(f'finished in {time.time()-start_time}')"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 22 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'test_change_machine'\n Add docstring to function 'test_calculator_base'\n Remove debug print() at line 64 before production"}]
| false
| null | null | null |
0ef896d76fe90ca7521ad1e92767789c5b227b40
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright (c) 2006- Facebook # Distributed under the Thrift Software License # # See accompanying file LICENSE or visit the Thrift site at: # http://developers.facebook.com/thrift/ class TType: STOP = 0 VOID = 1 BOOL = 2 BYTE = 3 I08 = 3 DOUBLE = 4 I16 = 6 I32 = 8 I64 = 10 STRING = 11 UTF7 = 11 STRUCT = 12 MAP = 13 SET = 14 LIST = 15 UTF8 = 16 UTF16 = 17 class TMessageType: CALL = 1 REPLY = 2 EXCEPTION = 3 class TProcessor: """Base class for procsessor, which works on two streams.""" def process(iprot, oprot): pass class TException(Exception): """Base class for all thrift exceptions.""" def __init__(self, message=None): Exception.__init__(self, message) self.message = message class TApplicationException(TException): """Application level thrift exceptions.""" UNKNOWN = 0 UNKNOWN_METHOD = 1 INVALID_MESSAGE_TYPE = 2 WRONG_METHOD_NAME = 3 BAD_SEQUENCE_ID = 4 MISSING_RESULT = 5 def __init__(self, type=UNKNOWN, message=None): TException.__init__(self, message) self.type = type def __str__(self): if self.message: return self.message elif self.type == UNKNOWN_METHOD: return 'Unknown method' elif self.type == INVALID_MESSAGE_TYPE:
|
return 'Invalid message type' elif self.type == WRONG_METHOD_NAME: return 'Wrong method name' elif self.type == BAD_SEQUENCE_ID: return 'Bad sequence ID' elif self.type == MISSING_RESULT: return 'Missing result' else: return 'Default (unknown) TApplicationException' def read(self, iprot): iprot.readStructBegin() while True: (fname, ftype, fid) = iprot.readFieldBegin() if ftype == TType.STOP: break if fid == 1: if ftype == TType.STRING: self.message = iprot.readString(); else: iprot.skip(ftype) elif fid == 2: if ftype == TType.I32: self.type = iprot.readI32(); else: iprot.skip(ftype) else: iprot.skip(ftype) iprot.readFieldEnd() iprot.readStructEnd() def write(self, oprot): oprot.writeStructBegin('TApplicationException') if self.message != None: oprot.writeFieldBegin('message', TType.STRING, 1) oprot.writeString(self.message) oprot.writeFieldEnd() if self.type != None: oprot.writeFieldBegin('type', TType.I32, 2) oprot.writeI32(self.type) oprot.writeFieldEnd() oprot.writeFieldStop() oprot.writeStructEnd()
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advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 6
| 5
| 2,561
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright (c) 2006- Facebook\n# Distributed under the Thrift Software License\n#\n# See accompanying file LICENSE or visit the Thrift site at:\n# http://developers.facebook.com/thrift/\n\nclass TType:\n STOP = 0\n VOID = 1\n BOOL = 2\n BYTE = 3\n I08 = 3\n DOUBLE = 4\n I16 = 6\n I32 = 8\n I64 = 10\n STRING = 11\n UTF7 = 11\n STRUCT = 12\n MAP = 13\n SET = 14\n LIST = 15\n UTF8 = 16\n UTF16 = 17\n\nclass TMessageType:\n CALL = 1\n REPLY = 2\n EXCEPTION = 3\n\nclass TProcessor:\n\n \"\"\"Base class for procsessor, which works on two streams.\"\"\"\n\n def process(iprot, oprot):\n pass\n\nclass TException(Exception):\n\n \"\"\"Base class for all thrift exceptions.\"\"\"\n\n def __init__(self, message=None):\n Exception.__init__(self, message)\n self.message = message\n\nclass TApplicationException(TException):\n\n \"\"\"Application level thrift exceptions.\"\"\"\n\n UNKNOWN = 0\n UNKNOWN_METHOD = 1\n INVALID_MESSAGE_TYPE = 2\n WRONG_METHOD_NAME = 3\n BAD_SEQUENCE_ID = 4\n MISSING_RESULT = 5\n\n def __init__(self, type=UNKNOWN, message=None):\n TException.__init__(self, message)\n self.type = type\n\n def __str__(self):\n if self.message:\n return self.message\n elif self.type == UNKNOWN_METHOD:\n return 'Unknown method'\n elif self.type == INVALID_MESSAGE_TYPE:"}, {"role": "assistant", "content": "\n return 'Invalid message type'\n elif self.type == WRONG_METHOD_NAME:\n return 'Wrong method name'\n elif self.type == BAD_SEQUENCE_ID:\n return 'Bad sequence ID'\n elif self.type == MISSING_RESULT:\n return 'Missing result'\n else:\n return 'Default (unknown) TApplicationException'\n\n def read(self, iprot):\n iprot.readStructBegin()\n while True:\n (fname, ftype, fid) = iprot.readFieldBegin()\n if ftype == TType.STOP:\n break\n if fid == 1:\n if ftype == TType.STRING:\n self.message = iprot.readString();\n else:\n iprot.skip(ftype)\n elif fid == 2:\n if ftype == TType.I32:\n self.type = iprot.readI32();\n else:\n iprot.skip(ftype)\n else:\n iprot.skip(ftype)\n iprot.readFieldEnd()\n iprot.readStructEnd()\n\n def write(self, oprot):\n oprot.writeStructBegin('TApplicationException')\n if self.message != None:\n oprot.writeFieldBegin('message', TType.STRING, 1)\n oprot.writeString(self.message)\n oprot.writeFieldEnd()\n if self.type != None:\n oprot.writeFieldBegin('type', TType.I32, 2)\n oprot.writeI32(self.type)\n oprot.writeFieldEnd()\n oprot.writeFieldStop()\n oprot.writeStructEnd()"}]
| false
| null | null | null |
0ef9b198b443266a7fb573c35726d29675e45f68
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # # Copyright 2018 Picovoice 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 os from collections import namedtuple from enum import Enum import numpy as np from pocketsphinx import get_model_path from pocketsphinx.pocketsphinx import Decoder from engines import Porcupine from engines import snowboydetect from engines import AudioRecognition, FeatureExtractor class Engines(Enum): POCKET_SPHINX = 'PocketSphinx' PORCUPINE = 'Porcupine' SNOWBOY = 'Snowboy' NYUMAYA = 'Nyumaya' SensitivityInfo = namedtuple('SensitivityInfo', 'min, max, step') class Engine(object): def process(self, pcm): raise NotImplementedError() def release(self): raise NotImplementedError() def __str__(self): raise NotImp
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 6
| 3
| 1,268
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#\n# Copyright 2018 Picovoice Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n\nimport os\nfrom collections import namedtuple\nfrom enum import Enum\n\nimport numpy as np\nfrom pocketsphinx import get_model_path\nfrom pocketsphinx.pocketsphinx import Decoder\n\nfrom engines import Porcupine\nfrom engines import snowboydetect\nfrom engines import AudioRecognition, FeatureExtractor\n\nclass Engines(Enum):\n POCKET_SPHINX = 'PocketSphinx'\n PORCUPINE = 'Porcupine'\n SNOWBOY = 'Snowboy'\n NYUMAYA = 'Nyumaya'\n\nSensitivityInfo = namedtuple('SensitivityInfo', 'min, max, step')\n\n\nclass Engine(object):\n def process(self, pcm):\n raise NotImplementedError()\n\n def release(self):\n raise NotImplementedError()\n\n def __str__(self):\n raise NotImp"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ef9be0b4faecf741290076154fb3c5bae164853
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Created on Mon Jan 20 22:18:58 2020 @author: https://stackoverflow.com/questions/293431/python-object-deleting-itself @editor: thirschbuechler this is probably overkill to alternatively exit a with-context, rather than by exception, but hey, maybe it will be needed, or related to getting rid of the visa-handle within thvisa # for some reason, __enter__ does not work in the with-context """ # NOTE: This is Python 3 code, it should work with python 2, but I haven't tested it. import weakref #https://docs.python.org/3/library/weakref.html class InsaneClass(object): _alive = [] def __new__(cls): # there is a difference btw. cls and self, but i don't understand self = super().__new__(cls) InsaneClass._alive.append(self) return weakref.proxy(self) def commit_suicide(self): self._alive.remove(self) def __enter__(self): print("enter says hello") return self
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def __init__(self): pass def __exit__(self, exc_type, exc_value, tb):# "with" context exit: call del print("bye") if __name__ == '__main__': # test if called as executable, not as library instance = InsaneClass() instance.__enter__() instance.commit_suicide() #print(instance) print(InsaneClass) # pointer print(InsaneClass().__enter__()) # an object print("now, something completely different!") with InsaneClass() as i: i.commit_suicide() print(i)
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advanced
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testing
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code_completion
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Pythoncode:Python
| 5
| 1
| 1,549
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\"\"\"\nCreated on Mon Jan 20 22:18:58 2020\n\n@author: https://stackoverflow.com/questions/293431/python-object-deleting-itself\n@editor: thirschbuechler\n\nthis is probably overkill to alternatively exit a with-context, rather than by exception,\nbut hey, maybe it will be needed, or related to getting rid of the visa-handle within thvisa\n\n# for some reason, __enter__ does not work in the with-context\n\"\"\"\n\n# NOTE: This is Python 3 code, it should work with python 2, but I haven't tested it.\nimport weakref #https://docs.python.org/3/library/weakref.html\n\nclass InsaneClass(object):\n _alive = []\n def __new__(cls): # there is a difference btw. cls and self, but i don't understand\n self = super().__new__(cls)\n InsaneClass._alive.append(self)\n\n return weakref.proxy(self)\n\n def commit_suicide(self):\n self._alive.remove(self)\n \n def __enter__(self):\n print(\"enter says hello\")\n return self"}, {"role": "assistant", "content": "\n \n def __init__(self):\n pass\n \n def __exit__(self, exc_type, exc_value, tb):# \"with\" context exit: call del\n print(\"bye\")\n\n\nif __name__ == '__main__': # test if called as executable, not as library\n \n instance = InsaneClass()\n instance.__enter__()\n instance.commit_suicide()\n #print(instance)\n print(InsaneClass) # pointer\n print(InsaneClass().__enter__()) # an object\n \n print(\"now, something completely different!\")\n \n with InsaneClass() as i:\n i.commit_suicide()\n print(i)"}]
| false
| null | null | null |
0efb8a4758e96798acb51aad7950963bd5e398c7
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- def recognize(img_gray): """Recognizes hand gesture in a single-channel depth image This method estimates the number of extended fingers based on a single-channel depth image showing a hand and arm region. :param img_gray: single-channel depth image :returns: (num_fingers, img_draw) The estimated number of extended fingers and an annotated RGB image """ # segment arm region segment = segment_arm(img_gray) # find the hull of the segmented area, and based on that find the # convexity defects (contour, defects) = find_hull_defects(segment) # detect the number of fingers depending on the contours and convexity # defects, then draw defects that belong to fingers green, others red img_draw = cv2.cvtColor(segment, cv2.COLOR_GRAY2RGB) (num_fingers, img_draw) = detect_num_fingers(contour, defects, img_draw) return (num_fingers, img_draw) def segment_arm(frame: np.ndarray, abs_depth_dev: int = 14) -> np.ndarray: """Segments arm region This method accepts a single-channel depth image of an arm and hand region and extracts the segmented arm region. It is assumed that the hand is placed in the center of the image. :param frame: single-channel depth image :returns: binary image (mask) of segmented arm region, where arm=255, else=0 """ height, width = frame.shape # find center (21x21 pixel) region of imageheight frame center_half = 10 # half-width of 21 is 21/2-1 center = frame[height // 2 - center_half:height // 2 + center_half, width // 2 - center_half:width // 2 + center_half] # find median depth value of center region med_val = np.median(center) # try this instead: frame = np.where(abs(frame - med_val) <= abs_depth_dev, 128, 0).astype(np.uint8) # morphological kernel = np.ones((3, 3), np.uint8) frame = cv2.morphologyEx(frame, cv2.MORPH_CLOSE, kernel) # connected component small_kernel = 3 frame[height // 2 - small_kernel:height // 2 + small_kernel, width // 2 - small_kernel:width // 2 + small_kernel] = 128 mask = np.zeros((height + 2, width + 2), np.uint8) flood = frame.copy() cv2.floodFill(flood, mask, (width // 2, height // 2), 255, flags=4 | (255 << 8)) ret, flooded = cv2.threshold(flood, 129, 255, cv2.THRESH_BINARY) return flooded ... [4 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 5 Invalid syntax at line 72: ... [4 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 💡 Suggestions: Complete the expression on the last line Add closing quote at line 5 Review syntax near the error location
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intermediate
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ui
|
debugging
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Pythoncode:Python
| 2
| 0
| 2,631
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\ndef recognize(img_gray):\n \"\"\"Recognizes hand gesture in a single-channel depth image\n\n This method estimates the number of extended fingers based on\n a single-channel depth image showing a hand and arm region.\n :param img_gray: single-channel depth image\n :returns: (num_fingers, img_draw) The estimated number of\n extended fingers and an annotated RGB image\n \"\"\"\n\n # segment arm region\n segment = segment_arm(img_gray)\n\n # find the hull of the segmented area, and based on that find the\n # convexity defects\n (contour, defects) = find_hull_defects(segment)\n\n # detect the number of fingers depending on the contours and convexity\n # defects, then draw defects that belong to fingers green, others red\n img_draw = cv2.cvtColor(segment, cv2.COLOR_GRAY2RGB)\n (num_fingers, img_draw) = detect_num_fingers(contour,\n defects, img_draw)\n\n return (num_fingers, img_draw)\n\n\ndef segment_arm(frame: np.ndarray, abs_depth_dev: int = 14) -> np.ndarray:\n \"\"\"Segments arm region\n\n This method accepts a single-channel depth image of an arm and\n hand region and extracts the segmented arm region.\n It is assumed that the hand is placed in the center of the image.\n :param frame: single-channel depth image\n :returns: binary image (mask) of segmented arm region, where\n arm=255, else=0\n \"\"\"\n height, width = frame.shape\n # find center (21x21 pixel) region of imageheight frame\n center_half = 10 # half-width of 21 is 21/2-1\n center = frame[height // 2 - center_half:height // 2 + center_half,\n width // 2 - center_half:width // 2 + center_half]\n\n # find median depth value of center region\n med_val = np.median(center)\n\n # try this instead:\n frame = np.where(abs(frame - med_val) <= abs_depth_dev,\n 128, 0).astype(np.uint8)\n\n # morphological\n kernel = np.ones((3, 3), np.uint8)\n frame = cv2.morphologyEx(frame, cv2.MORPH_CLOSE, kernel)\n\n # connected component\n small_kernel = 3\n frame[height // 2 - small_kernel:height // 2 + small_kernel,\n width // 2 - small_kernel:width // 2 + small_kernel] = 128\n\n mask = np.zeros((height + 2, width + 2), np.uint8)\n flood = frame.copy()\n cv2.floodFill(flood, mask, (width // 2, height // 2), 255,\n flags=4 | (255 << 8))\n\n ret, flooded = cv2.threshold(flood, 129, 255, cv2.THRESH_BINARY)\n return flooded\n\n\n\n ... [4 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 5\n Invalid syntax at line 72: ... [4 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 5\n Review syntax near the error location"}]
| false
| null | null | null |
0efbf67a5c5c854b7696ec4d515b55094ea51fb7
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- ''' // Copyright (c) 2015 Intel Corporation // // L
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 3 • SyntaxError: unterminated triple-quoted string literal (detected at line 6) at line 3 Fixes: • Complete the expression on the last line • Add closing quote at line 3 • Review code syntax
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 3
| 1
| 97
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n'''\n// Copyright (c) 2015 Intel Corporation\n//\n// L"}, {"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 3\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 6) at line 3\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 3\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0efc0f40ba7d7a4e242df39e71061af9c4be7d55
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import sys import os from . import filesys MAIN_USAGE_MESSAGE = """ usage: xlab command ... Options: positional arguments: command project """ def project(args): if len(args) != 1: print("error: Invalid arguments.") exit() if args[0] == 'init': root = os.getcwd() dirs = filesys.Directories( dirs.set_root(root) def main(): if len(sys.argv) <= 1: print(MAIN_USAGE_MESSAGE) exit() command = sys.argv[1] args = sys.argv[2:] if command == 'project': exe = project else: print("error: No command 'xlab {}'.".format(command)) exit() exe(args)
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 6 • Unclosed '(' at line 24 - expected ')' • Block at line 9 has no indented body Fixes: • Add closing quote at line 6 • Add closing ')' bracket • Review code syntax
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 687
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport sys\nimport os\n\nfrom . import filesys\n\nMAIN_USAGE_MESSAGE = \"\"\"\nusage: xlab command ...\n\nOptions:\n\npositional arguments:\n command\n project\n\"\"\"\n\ndef project(args):\n if len(args) != 1:\n print(\"error: Invalid arguments.\")\n exit()\n \n if args[0] == 'init':\n root = os.getcwd()\n \n dirs = filesys.Directories(\n dirs.set_root(root)\n\n\ndef main():\n if len(sys.argv) <= 1:\n print(MAIN_USAGE_MESSAGE)\n exit()\n \n command = sys.argv[1]\n args = sys.argv[2:]\n\n if command == 'project':\n exe = project\n else:\n print(\"error: No command 'xlab {}'.\".format(command))\n exit()\n \n exe(args)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 6\n \u2022 Unclosed '(' at line 24 - expected ')'\n \u2022 Block at line 9 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 6\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0efc1162d67d89e44bbe7d9f3dc36378c583e84a
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from .optimizer import Optimizer
|
from .adam import Adam from ..fluid import core from ..fluid import framework from ..fluid.framework import Variable from ..fluid.dygraph import base as imperative_base from collections import Callable import paddle ... [9 more classdefs truncated] ...
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 905
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nfrom .optimizer import Optimizer"}, {"role": "assistant", "content": "\nfrom .adam import Adam\nfrom ..fluid import core\nfrom ..fluid import framework\nfrom ..fluid.framework import Variable\nfrom ..fluid.dygraph import base as imperative_base\nfrom collections import Callable\nimport paddle\n\n\n ... [9 more classdefs truncated] ..."}]
| false
| null | null | null |
0efc40d3300b3d6d0a1fa06e980fe71072140597
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from api import app from unittest import TestCase class TestIntegrations(TestCase): maxDiff = None def setUp(self): self.app_client = app.test_client() def test_get_itrns(self): """ This function test retrieving protein interactions for various species' genes. """ # Valid request rice response = self.app_client.get("/interactions/rice/LOC_Os01g52560") expected = { "wasSuccessful": True, "data": [ { "protein_1": "LOC_Os01g01080", "protein_2": "LOC_Os01g52560", "total_hits": 1, "Num_species": 1, "Quality": 1, "pcc": 0.65, }, { "protein_1": "LOC_Os01g52560", "protein_2": "LOC_Os01g73310", "total_hits": 1, "Num_species": 1, Error: SyntaxError / EOF
|
Fixed Code: from api import app from unittest import TestCase class TestIntegrations(TestCase): maxDiff = None def setUp(self): self.app_client = app.test_client() def test_get_itrns(self): """ This function test retrieving protein interactions for various species' genes. """ # Valid request rice response = self.app_client.get("/interactions/rice/LOC_Os01g52560") expected = { "wasSuccessful": True, Explanation: Complete the truncated code structure
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advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 990
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom api import app\nfrom unittest import TestCase\n\n\nclass TestIntegrations(TestCase):\n\n maxDiff = None\n\n def setUp(self):\n self.app_client = app.test_client()\n\n def test_get_itrns(self):\n \"\"\"\n This function test retrieving protein interactions for various species' genes.\n \"\"\"\n\n # Valid request rice\n response = self.app_client.get(\"/interactions/rice/LOC_Os01g52560\")\n expected = {\n \"wasSuccessful\": True,\n \"data\": [\n {\n \"protein_1\": \"LOC_Os01g01080\",\n \"protein_2\": \"LOC_Os01g52560\",\n \"total_hits\": 1,\n \"Num_species\": 1,\n \"Quality\": 1,\n \"pcc\": 0.65,\n },\n {\n \"protein_1\": \"LOC_Os01g52560\",\n \"protein_2\": \"LOC_Os01g73310\",\n \"total_hits\": 1,\n \"Num_species\": 1,\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom api import app\nfrom unittest import TestCase\n\n\nclass TestIntegrations(TestCase):\n\n maxDiff = None\n\n def setUp(self):\n self.app_client = app.test_client()\n\n def test_get_itrns(self):\n \"\"\"\n This function test retrieving protein interactions for various species' genes.\n \"\"\"\n\n # Valid request rice\n response = self.app_client.get(\"/interactions/rice/LOC_Os01g52560\")\n expected = {\n \"wasSuccessful\": True,\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0efde6b5a9c1239ffa852e70caccc25e5c41c1dd
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # install BeautifulSoup4 before running # # prints out historical data in csv format: # # [date, open, high, low, close, volume] # import re, csv, sys, urllib2 from bs4 import BeautifulSoup # If start date and end date is the same only one value will be returned and # if not the multiple values which can be used to make calculations # # ticker (company symbol) # interval (d (daily), m (monthly), q (quarterly), y (yearly)) # start_date (YYYYMMDD) # end_date (YYYYMMDD) def get_historical_data(ticker, interval, start_date, end_date): #pathToCSV = '/Users/Michal/Downloads/dialogflow-java-client-master2/samples/clients/VirtualTradingAssistant/src/main/java/ai/api/examples/fileStore/file.csv' #pathToCSV = 'C:\\Users\\ojwoo\\Documents\\Warwick\\CS261\\Coursework\\dialogflow-java-client-master\\samples\\clients\\VirtualTradingAssistant\\src\\main\\java\\ai\\api\\examples\\fileStore\\file.csv' #pathToCSV = '/Users/Michal/Desktop/apache-tomcat-8.5.28/bin/misc/file.csv' pathToCSV = 'C:\\apache-tomcat-8.5.28\\bin\\misc\\file.csv' url_builder = [] url_builder.append('https://stooq.com/q/d/?s=') url_builder.append(ticker) url_builder.append('&c=0&d1=') url_builder.append(start_date) url_builder.append('&d2=') url_builder.append(end_date) url_builder.append('&i=') url_builder.append(interval) url = ''.join(url_builder) page = urllib2.urlopen(url) soup = BeautifulSoup(page, 'html.parser') link = soup.findAll('a', href=re.compile('^q/d/l/')) link = re.search('"(.*)"', str(link)) try: link = link.group(1)
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except AttributeError: with open(pathToCSV, 'w') as csvfile: wr = csv.writer(csvfile, delimiter='@', quotechar='#') wr.writerow('') exit() link = link.replace('amp;', '') arr = [] arr.append('https://stooq.com/') arr.append(link) link = ''.join(arr) response = urllib2.urlopen(link) cr = csv.reader(response) with open(pathToCSV, 'w') as csvfile: wr = csv.writer(csvfile, delimiter='@', quotechar='#') wr.writerows(cr) def main(): args = sys.argv get_historical_data(args[1], args[2], args[3], args[4]) if __name__ == '__main__': main()
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intermediate
|
api
|
code_completion
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Pythoncode:Python
| 2
| 0
| 2,261
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# install BeautifulSoup4 before running\n#\n# prints out historical data in csv format:\n#\n# [date, open, high, low, close, volume]\n#\nimport re, csv, sys, urllib2\nfrom bs4 import BeautifulSoup\n\n# If start date and end date is the same only one value will be returned and\n# if not the multiple values which can be used to make calculations\n#\n# ticker (company symbol)\n# interval (d (daily), m (monthly), q (quarterly), y (yearly))\n# start_date (YYYYMMDD)\n# end_date (YYYYMMDD)\ndef get_historical_data(ticker, interval, start_date, end_date):\n\n #pathToCSV = '/Users/Michal/Downloads/dialogflow-java-client-master2/samples/clients/VirtualTradingAssistant/src/main/java/ai/api/examples/fileStore/file.csv'\n #pathToCSV = 'C:\\\\Users\\\\ojwoo\\\\Documents\\\\Warwick\\\\CS261\\\\Coursework\\\\dialogflow-java-client-master\\\\samples\\\\clients\\\\VirtualTradingAssistant\\\\src\\\\main\\\\java\\\\ai\\\\api\\\\examples\\\\fileStore\\\\file.csv'\n #pathToCSV = '/Users/Michal/Desktop/apache-tomcat-8.5.28/bin/misc/file.csv'\n pathToCSV = 'C:\\\\apache-tomcat-8.5.28\\\\bin\\\\misc\\\\file.csv'\n\n url_builder = []\n url_builder.append('https://stooq.com/q/d/?s=')\n url_builder.append(ticker)\n url_builder.append('&c=0&d1=')\n url_builder.append(start_date)\n url_builder.append('&d2=')\n url_builder.append(end_date)\n url_builder.append('&i=')\n url_builder.append(interval)\n\n url = ''.join(url_builder)\n\n page = urllib2.urlopen(url)\n\n soup = BeautifulSoup(page, 'html.parser')\n\n link = soup.findAll('a', href=re.compile('^q/d/l/'))\n\n link = re.search('\"(.*)\"', str(link))\n\n try:\n link = link.group(1)"}, {"role": "assistant", "content": "\n except AttributeError:\n with open(pathToCSV, 'w') as csvfile:\n wr = csv.writer(csvfile, delimiter='@', quotechar='#')\n wr.writerow('')\n exit()\n\n link = link.replace('amp;', '')\n\n arr = []\n\n arr.append('https://stooq.com/')\n\n arr.append(link)\n\n link = ''.join(arr)\n\n response = urllib2.urlopen(link)\n\n cr = csv.reader(response)\n with open(pathToCSV, 'w') as csvfile:\n wr = csv.writer(csvfile, delimiter='@', quotechar='#')\n wr.writerows(cr)\n\ndef main():\n args = sys.argv\n\n get_historical_data(args[1], args[2], args[3], args[4])\n\nif __name__ == '__main__':\n main()"}]
| false
| null | null | null |
0efdfc79a9eea6c3e7cf614d63469062b5917d5a
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import sys import io from collections import defaultdict import struct from time import sleep import queue import threading import serial from serial import SerialException class RunStatus: __slots__ = ('countdown', 't1', 't2', 'dg', 'dt', 'part', 'state', 'cycle', 'time', 'goal') def __init__(self, message): (sel
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Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 15 - expected ')' • SyntaxError: '(' was never closed at line 15 Fixes: • Add closing ')' bracket • Review code syntax
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advanced
|
api
|
syntax_repair
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Pythoncode:Python
| 8
| 4
| 333
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport sys\nimport io\nfrom collections import defaultdict\nimport struct\nfrom time import sleep\nimport queue\nimport threading\n\nimport serial\nfrom serial import SerialException\n\nclass RunStatus:\n __slots__ = ('countdown', 't1', 't2', 'dg', 'dt', 'part', 'state', 'cycle', 'time', 'goal')\n def __init__(self, message):\n (sel"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 15 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 15\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0eff08358676f71813cab0fd67b31eed87ddaad4
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 # Copyright (c) 2018 The Bitcoin developers # Distributed under the MIT software license, see the accompanying # file COPYING or http://www.opensource.org/licenses/mit-license.php. """ Test that a node receiving many (potentially out of order) blocks exits initial block download (IBD; this occurs once it has passed minimumchainwork) and continues to sync without seizing. """ import random from test_framework.blocktools import create_block, create_coinbase from test_framework.mininode import (CBlockHeader, network_thread_start, P2PInterface, msg_block, msg_headers from test_framework.test_framework import BitcoinTestFramework from test_framework.util import wait_until, p2p_port NUM_IBD_BLOCKS = 50 class BaseNode(P2PInterface): def send_header(self, block): msg = msg_headers() msg.headers = [CBlockHeader(block)] self.send_message(msg) def send_block(self, block): self.send_message(msg_block(block)) class SyncChainTest(BitcoinTestFramework): def set_test_params(self): self.num_nodes = 1 # Setting minimumchainwork makes sure we test IBD as well as post-IBD self.extra_args = [ ["-minimumchainwork={:#x}".format(202 + 2 * NUM_IBD_BLOCKS)]] def run_test(self): node0conn = BaseNode() node0conn.peer_connect('127.0.0.1', p2p_port(0)) network_thread_start() node0conn.wait_for_verack() node0 = self.nodes[0] tip = int(node0.getbestblockhash(), 16) height = node0.getblockcount() + 1 time = node0.getblock(node0.getbestblockhash())['time'] + 1 blocks = [] for i in range(NUM_IBD_BLOCKS * 2): block = create_block(tip, create_coinbase(height), time) block.solve() blocks.append(block) tip = block.sha256 height += 1 time += 1 # Headers need to be sent in-order for b in blocks: node0conn.send_header(b) # Send blocks in some random order for b in random.sample(blocks, len(blocks)): node0conn.send_block(b) # The node should eventually, completely sync without getting stuck def node_synced(): return node0.getbestblockhash() == blocks[-1].hash wait_until(node_synced) if __name__ == '__main__': SyncChainTest().main()
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Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unterminated string literal at line 6 • Unclosed '(' at line 15 - expected ')' • SyntaxError: '(' was never closed at line 15 Fix: Add missing ')' bracket at line 19
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advanced
|
testing
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error_detection
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Pythoncode:Python
| 5
| 2
| 2,548
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# Copyright (c) 2018 The Bitcoin developers\n# Distributed under the MIT software license, see the accompanying\n# file COPYING or http://www.opensource.org/licenses/mit-license.php.\n\n\"\"\"\nTest that a node receiving many (potentially out of order) blocks exits\ninitial block download (IBD; this occurs once it has passed minimumchainwork)\nand continues to sync without seizing.\n\"\"\"\n\nimport random\n\nfrom test_framework.blocktools import create_block, create_coinbase\nfrom test_framework.mininode import (CBlockHeader,\n network_thread_start,\n P2PInterface,\n msg_block,\n msg_headers\nfrom test_framework.test_framework import BitcoinTestFramework\nfrom test_framework.util import wait_until, p2p_port\n\n\nNUM_IBD_BLOCKS = 50\n\n\nclass BaseNode(P2PInterface):\n def send_header(self, block):\n msg = msg_headers()\n msg.headers = [CBlockHeader(block)]\n self.send_message(msg)\n\n def send_block(self, block):\n self.send_message(msg_block(block))\n\n\nclass SyncChainTest(BitcoinTestFramework):\n def set_test_params(self):\n self.num_nodes = 1\n # Setting minimumchainwork makes sure we test IBD as well as post-IBD\n self.extra_args = [\n [\"-minimumchainwork={:#x}\".format(202 + 2 * NUM_IBD_BLOCKS)]]\n\n def run_test(self):\n node0conn = BaseNode()\n node0conn.peer_connect('127.0.0.1', p2p_port(0))\n\n network_thread_start()\n node0conn.wait_for_verack()\n\n node0 = self.nodes[0]\n\n tip = int(node0.getbestblockhash(), 16)\n height = node0.getblockcount() + 1\n time = node0.getblock(node0.getbestblockhash())['time'] + 1\n\n blocks = []\n for i in range(NUM_IBD_BLOCKS * 2):\n block = create_block(tip, create_coinbase(height), time)\n block.solve()\n blocks.append(block)\n tip = block.sha256\n height += 1\n time += 1\n\n # Headers need to be sent in-order\n for b in blocks:\n node0conn.send_header(b)\n\n # Send blocks in some random order\n for b in random.sample(blocks, len(blocks)):\n node0conn.send_block(b)\n\n # The node should eventually, completely sync without getting stuck\n def node_synced():\n return node0.getbestblockhash() == blocks[-1].hash\n wait_until(node_synced)\n\n\nif __name__ == '__main__':\n SyncChainTest().main()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unterminated string literal at line 6\n \u2022 Unclosed '(' at line 15 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 15\n\n Fix: Add missing ')' bracket at line 19"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0eff0ae716a4c5a7fc1773362d577d2a440094dc
|
TheStack--python--000.parquet
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Complete this Pythoncode:Python code: from django.db import models from djangostagram.users import models as user_model # Create your models here. # This class is used in other models as an inheritance. # An often-used pattern class TimeStamedModel(models.Model): created_at = models.DateTimeField(auto_now_add=True) updated_at = models.DateTimeField(auto_now_add=True) # An option that makes this model to not show up directly on the database class Meta: abstract = True class Posts(TimeStamedModel): author = models.ForeignKey( user_model.User, null = True, on_delete = models.CASCADE, related_name = "post_author" ) caption = models.TextField(blank=True) image = models.ImageField(blank=True)
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image_likes = models.ManyToManyField(user_model.User, related_name='post_image_likes') class Comments(TimeStamedModel): author = models.ForeignKey( user_model.User, null = True, on_delete = models.CASCADE, related_name = "comment_author" ) posts = models.ForeignKey( Posts, null = True, on_delete = models.CASCADE, related_name = "comment_post" ) contents = models.TextField(blank=True)
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advanced
|
database
|
code_completion
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Pythoncode:Python
| 0
| 4
| 1,325
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom django.db import models\nfrom djangostagram.users import models as user_model\n\n# Create your models here.\n\n# This class is used in other models as an inheritance.\n# An often-used pattern \nclass TimeStamedModel(models.Model):\n created_at = models.DateTimeField(auto_now_add=True)\n updated_at = models.DateTimeField(auto_now_add=True)\n\n # An option that makes this model to not show up directly on the database\n class Meta:\n abstract = True\n\n\nclass Posts(TimeStamedModel):\n author = models.ForeignKey(\n user_model.User,\n null = True,\n on_delete = models.CASCADE,\n related_name = \"post_author\"\n )\n caption = models.TextField(blank=True)\n image = models.ImageField(blank=True)"}, {"role": "assistant", "content": "\n image_likes = models.ManyToManyField(user_model.User, related_name='post_image_likes')\n\n\nclass Comments(TimeStamedModel):\n author = models.ForeignKey(\n user_model.User,\n null = True,\n on_delete = models.CASCADE,\n related_name = \"comment_author\"\n )\n posts = models.ForeignKey(\n Posts,\n null = True,\n on_delete = models.CASCADE,\n related_name = \"comment_post\"\n )\n contents = models.TextField(blank=True)"}]
| false
| null | null | null |
16004b3ebbf7944e6af5eebfe55aa2baa0c582bb
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: from guillotina.contrib.workflows.interfaces import IWorkflowChangedEvent from guillotina.events import ObjectEvent from zope.interface import implementer @implementer(IWorkflowChangedEvent) class WorkflowChangedEvent(ObjectEvent): """An object has been moved""" def __init__(self, object, workflow, action, comments): ObjectEvent.__init__(self, object) self.object = object self.workflow = workflow self.action = action self.comments = comments
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Code Review: ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 ✨ Improvements: Add docstring to function '__init__'
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intermediate
|
ui
|
code_review
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Pythoncode:Python
| 1
| 1
| 497
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom guillotina.contrib.workflows.interfaces import IWorkflowChangedEvent\nfrom guillotina.events import ObjectEvent\nfrom zope.interface import implementer\n\n\n@implementer(IWorkflowChangedEvent)\nclass WorkflowChangedEvent(ObjectEvent):\n \"\"\"An object has been moved\"\"\"\n\n def __init__(self, object, workflow, action, comments):\n ObjectEvent.__init__(self, object)\n self.object = object\n self.workflow = workflow\n self.action = action\n self.comments = comments"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n\n\u2728 Improvements:\n Add docstring to function '__init__'"}]
| false
| null | null | null |
160140a1d069dde69b115daae82f3d8b2a6cf9c6
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: class CovidEHRVaccineConceptSuppression(AbstractBqLookupTableConceptSuppression ): def __init__(self, project_id, dataset_id, sandbox_dataset_id, table_namer=None): """ Initialize the class with proper information. Set the issue numbers, description and affected datasets. As other tickets may affect this SQL, append them to the list of Jira Issues. DO NOT REMOVE ORIGINAL JIRA ISSUE NUMBERS! """ desc = "Suppress COVID EHR vaccine concepts." super().__init__( issue_numbers=['DC1692'], description=desc, affected_datasets=[cdr_consts.REGISTERED_TIER_DEID], affected_tables=CDM_TABLES, project_id=project_id, dataset_id=dataset_id, sandbox_dataset_id=sandbox_dataset_id, concept_suppression_lookup_table=SUPPRESSION_RULE_CONCEPT_TABLE, table_namer=table_namer) def create_suppression_lookup_table(self, client): concept_suppression_lookup_query = COVID_VACCINE_CONCEPT_QUERY.render( project_id=self.project_id, dataset_id=self.dataset_id, sandbox_id=self.sandbox_dataset_id, concept_suppression_lookup_table=self. concept_suppression_lookup_table) query_job = client.query(concept_suppression_lookup_query) result = query_job.result() if hasattr(result, 'errors') and result.errors: LOGGER.error(f"Error running job {result.job_id}: {result.errors}") raise GoogleCloudError( f"Error running job {result.job_id}: {result.errors}") def validate_rule(self, client, *args, **keyword_args): """ Validates the cleaning rule which deletes or updates the data from the tables Method to run validation on cleaning rules that will be updating the values. For example: if your class updates all the datetime fields you should be implementing the validation that checks if the date time values that needs to be updated no longer exists in the table. if your class deletes a subset of rows in the tables you should be implementing the validation that checks if the count of final final row counts + deleted rows should equals to initial row counts of the affected tables. Raises RunTimeError if the validation fails. """ raise NotImplementedError("Please fix me.") ... [1 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 9 • Block at line 2 has no indented body Fixes: • Complete the expression on the last line • Add closing quote at line 9 • Fix indentation to match Python syntax rules
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advanced
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database
|
syntax_repair
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Pythoncode:Python
| 3
| 1
| 2,641
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nclass CovidEHRVaccineConceptSuppression(AbstractBqLookupTableConceptSuppression\n ):\n\n def __init__(self,\n project_id,\n dataset_id,\n sandbox_dataset_id,\n table_namer=None):\n \"\"\"\n Initialize the class with proper information.\n\n Set the issue numbers, description and affected datasets. As other tickets may affect\n this SQL, append them to the list of Jira Issues.\n DO NOT REMOVE ORIGINAL JIRA ISSUE NUMBERS!\n \"\"\"\n desc = \"Suppress COVID EHR vaccine concepts.\"\n super().__init__(\n issue_numbers=['DC1692'],\n description=desc,\n affected_datasets=[cdr_consts.REGISTERED_TIER_DEID],\n affected_tables=CDM_TABLES,\n project_id=project_id,\n dataset_id=dataset_id,\n sandbox_dataset_id=sandbox_dataset_id,\n concept_suppression_lookup_table=SUPPRESSION_RULE_CONCEPT_TABLE,\n table_namer=table_namer)\n\n def create_suppression_lookup_table(self, client):\n concept_suppression_lookup_query = COVID_VACCINE_CONCEPT_QUERY.render(\n project_id=self.project_id,\n dataset_id=self.dataset_id,\n sandbox_id=self.sandbox_dataset_id,\n concept_suppression_lookup_table=self.\n concept_suppression_lookup_table)\n query_job = client.query(concept_suppression_lookup_query)\n result = query_job.result()\n\n if hasattr(result, 'errors') and result.errors:\n LOGGER.error(f\"Error running job {result.job_id}: {result.errors}\")\n raise GoogleCloudError(\n f\"Error running job {result.job_id}: {result.errors}\")\n\n def validate_rule(self, client, *args, **keyword_args):\n \"\"\"\n Validates the cleaning rule which deletes or updates the data from the tables\n\n Method to run validation on cleaning rules that will be updating the values.\n For example:\n if your class updates all the datetime fields you should be implementing the\n validation that checks if the date time values that needs to be updated no\n longer exists in the table.\n\n if your class deletes a subset of rows in the tables you should be implementing\n the validation that checks if the count of final final row counts + deleted rows\n should equals to initial row counts of the affected tables.\n\n Raises RunTimeError if the validation fails.\n \"\"\"\n\n raise NotImplementedError(\"Please fix me.\")\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 9\n \u2022 Block at line 2 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 9\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
1601ac11a20c04fcd9a8cadea05debe08ac71228
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import pydbhub from typing import Any, Dict, List, Tuple from json.decoder import JSONDecodeError import requests import io def send_request_json(query_url: str, data: Dict[str, Any]) -> Tuple[List[Any], str]: """ send_request_json sends a request to DBHub.io, formatting the returned result as JSON Parameters ---------- query_url : str url of the API endpoint data : Dict[str, Any] data to be processed to the server. Returns ------- Tuple[List[Any], str] The returned data is - a list of JSON object. - a string describe error if occurs """ try: headers = {'User-Agent': f'pydbhub v{pydbhub.__version__}'} response = requests.post(query_url, data=data, headers=headers) response.raise_for_status() return response.json(), None except JSONDecodeError as e: return None, e.args[0] except TypeError as e: return None, e.args[0] except requests.exceptions.HTTPError as e: try: return response.json(), e.args[0] except JSONDecodeError: return None, e.args[0] except requests.exceptions.RequestException as e: cause = e.args(0) return None, str(cause.args[0]) def send_request(query_url: str, data: Dict[str, Any]) -> Tuple[List[bytes], str]: """ send_request sends a request to DBHub.io. Parameters ---- query_url : str url of the API endpoint data : Dict[str, Any] data to be processed to the server.------ Returns ------- List[bytes] database file is returned as a list of bytes """ try: headers = {'User-Agent': f'pydbhub v{pydbhub.__version__}'} response = requests.post(query_url, data=data, headers=headers) response.raise_for_status() return response.content, None except requests.exceptions.HTTPError as e: return None, e.args[0] except requests.exceptions.RequestException as e: cause = e.args(0) return None, str(cause.args[0]) ... [1 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 75: ... [1 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 16 Unexpected indentation at line 17 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 34 Unexpected indentation at line 36 Unexpected indentation at line 39 Unexpected indentation at line 41 Unexpected indentation at line 43 Unexpected indentation at line 48 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 69 Unexpected indentation at line 71 ✨ Improvements: Complete the expression on the last line Add closing quote at line 9 Review syntax near the error location
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intermediate
|
api
|
code_review
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Pythoncode:Python
| 2
| 0
| 2,126
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport pydbhub\nfrom typing import Any, Dict, List, Tuple\nfrom json.decoder import JSONDecodeError\nimport requests\nimport io\n\n\ndef send_request_json(query_url: str, data: Dict[str, Any]) -> Tuple[List[Any], str]:\n \"\"\"\n send_request_json sends a request to DBHub.io, formatting the returned result as JSON\n\n Parameters\n ----------\n query_url : str\n url of the API endpoint\n data : Dict[str, Any]\n data to be processed to the server.\n\n Returns\n -------\n Tuple[List[Any], str]\n The returned data is\n - a list of JSON object.\n - a string describe error if occurs\n \"\"\"\n\n try:\n headers = {'User-Agent': f'pydbhub v{pydbhub.__version__}'}\n response = requests.post(query_url, data=data, headers=headers)\n response.raise_for_status()\n return response.json(), None\n except JSONDecodeError as e:\n return None, e.args[0]\n except TypeError as e:\n return None, e.args[0]\n except requests.exceptions.HTTPError as e:\n try:\n return response.json(), e.args[0]\n except JSONDecodeError:\n return None, e.args[0]\n except requests.exceptions.RequestException as e:\n cause = e.args(0)\n return None, str(cause.args[0])\n\n\ndef send_request(query_url: str, data: Dict[str, Any]) -> Tuple[List[bytes], str]:\n \"\"\"\n send_request sends a request to DBHub.io.\n\n Parameters\n ---- query_url : str\n url of the API endpoint\n data : Dict[str, Any]\n data to be processed to the server.------\n\n\n Returns\n -------\n List[bytes]\n database file is returned as a list of bytes\n \"\"\"\n try:\n headers = {'User-Agent': f'pydbhub v{pydbhub.__version__}'}\n response = requests.post(query_url, data=data, headers=headers)\n response.raise_for_status()\n return response.content, None\n except requests.exceptions.HTTPError as e:\n return None, e.args[0]\n except requests.exceptions.RequestException as e:\n cause = e.args(0)\n return None, str(cause.args[0])\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 9\n Invalid syntax at line 75: ... [1 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 16\n Unexpected indentation at line 17\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 34\n Unexpected indentation at line 36\n Unexpected indentation at line 39\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n Unexpected indentation at line 48\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 58\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 64\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 71\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 |
160368ea260cbc50567d2f17656bb9f30dc2af47
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pytest from calcscore import round_score # you'll be picking what teams make it to the next round # - so picking 32, then 16, then 8, 4, 2, 1...i.e. round 1-6 winners # teams will have a name & a seed # seed doesn't change, so maybe make that not passed around w/ results def test_round_score_invalid_round(): with pytest.raises(ValueError, match=r".*range*"): round_score(0) with pytest.raises(ValueError, match=r".*range*"): round_score(7) def test_round_score_invalid_winner(): VALID_ROUND = 1 all_teams = [] round_winners = [] picked_winners = ["picked team"] with pytest.raises(ValueError, match=r".*invalid winner"): round_score(VALID_ROUND, all_teams, round_winners, picked_winners)
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Unterminated string literal at line 4 Fix: Add body to With block or use 'pass' statement
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intermediate
|
testing
|
error_detection
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Pythoncode:Python
| 2
| 0
| 754
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pytest\nfrom calcscore import round_score\n\n# you'll be picking what teams make it to the next round\n# - so picking 32, then 16, then 8, 4, 2, 1...i.e. round 1-6 winners\n# teams will have a name & a seed\n# seed doesn't change, so maybe make that not passed around w/ results\n\ndef test_round_score_invalid_round():\n with pytest.raises(ValueError, match=r\".*range*\"):\n round_score(0)\n\n with pytest.raises(ValueError, match=r\".*range*\"):\n round_score(7)\n\ndef test_round_score_invalid_winner():\n VALID_ROUND = 1\n all_teams = []\n round_winners = []\n picked_winners = [\"picked team\"]\n with pytest.raises(ValueError, match=r\".*invalid winner\"):\n round_score(VALID_ROUND, all_teams, round_winners, picked_winners)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Unterminated string literal at line 4\n\n Fix: Add body to With block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
1603becbcb60a137e24357b35d07d2dd6b8de743
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import unittest from operator import attrgetter import obonet from pyobo import SynonymTypeDef, get from pyobo.struct import Reference from pyobo.struct.struct import ( class TestParseObonet(unittest.TestCase): """""" @classmethod def setUpClass(cls) -> None: cls.graph = obonet.read_obo(TEST_CHEBI_OBO_PATH) def test_get_graph_typedefs(self): """Test getting type definitions from an :mod:`obonet` graph.""" pairs = { (typedef.prefix, typedef.identifier) for typedef in iterate_graph_typedefs(self.graph) } self.assertIn(('chebi', 'has_part'), pairs) def test_get_graph_synonym_typedefs(self): """Test getting synonym type definitions from an :mod:`obonet` graph.""" synonym_typedefs = sorted(iterate_graph_synonym_typedefs(self.graph), key=attrgetter('id')) self.assertEqual( sorted([ SynonymTypeDef(id='IUPAC_NAME', name='IUPAC NAME'), SynonymTypeDef(id='BRAND_NAME', name='BRAND NAME'), SynonymTypeDef(id='INN', name='INN'), ], key=attrgetter('id')), synonym_typedefs, ) def test_get_node_synonyms(self): """Test getting synonyms from a node in a :mod:`obonet` graph.""" data = self.graph.nodes['CHEBI:51990'] synonyms = list(iterate_node_synonyms(data)) self.assertEqual(1, len(synonyms)) synonym = synonyms[0] self.assertEqual('N,N,N-tributylbutan-1-aminium fluoride', synonym.name, msg='name parsing failed') self.assertEqual('EXACT', synonym.specificity, msg='specificity parsing failed')
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# TODO implement # self.assertEqual(SynonymTypeDef(id='IUPAC_NAME', name='IUPAC NAME'), synonym.type) def test_get_node_properties(self): """Test getting properties from a node in a :mod:`obonet` graph.""" data = self.graph.nodes['CHEBI:51990'] properties = list(iterate_node_properties(data)) t_prop = 'http://purl.obolibrary.org/obo/chebi/monoisotopicmass' self.assertIn(t_prop, {prop for prop, value in properties}) self.assertEqual(1, sum(prop == t_prop for prop, value in properties)) value = [value for prop, value in properties if prop == t_prop][0] self.assertEqual('261.28318', value) def test_get_node_parents(self): """Test getting parents from a node in a :mod:`obonet` graph.""" data = self.graph.nodes['CHEBI:51990'] parents = list(iterate_node_parents(data)) self.assertEqual(2, len(parents)) self.assertEqual({'24060', '51992'}, { parent.identifier for parent in parents }) self.assertEqual({'chebi'}, { parent.prefix for parent in parents }) ... [4 more functiondefs truncated] ...
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advanced
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testing
|
code_completion
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Pythoncode:Python
| 6
| 1
| 2,872
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport unittest\nfrom operator import attrgetter\n\nimport obonet\n\nfrom pyobo import SynonymTypeDef, get\nfrom pyobo.struct import Reference\nfrom pyobo.struct.struct import (\nclass TestParseObonet(unittest.TestCase):\n \"\"\"\"\"\"\n\n @classmethod\n def setUpClass(cls) -> None:\n cls.graph = obonet.read_obo(TEST_CHEBI_OBO_PATH)\n\n def test_get_graph_typedefs(self):\n \"\"\"Test getting type definitions from an :mod:`obonet` graph.\"\"\"\n pairs = {\n (typedef.prefix, typedef.identifier)\n for typedef in iterate_graph_typedefs(self.graph)\n }\n self.assertIn(('chebi', 'has_part'), pairs)\n\n def test_get_graph_synonym_typedefs(self):\n \"\"\"Test getting synonym type definitions from an :mod:`obonet` graph.\"\"\"\n synonym_typedefs = sorted(iterate_graph_synonym_typedefs(self.graph), key=attrgetter('id'))\n self.assertEqual(\n sorted([\n SynonymTypeDef(id='IUPAC_NAME', name='IUPAC NAME'),\n SynonymTypeDef(id='BRAND_NAME', name='BRAND NAME'),\n SynonymTypeDef(id='INN', name='INN'),\n ], key=attrgetter('id')),\n synonym_typedefs,\n )\n\n def test_get_node_synonyms(self):\n \"\"\"Test getting synonyms from a node in a :mod:`obonet` graph.\"\"\"\n data = self.graph.nodes['CHEBI:51990']\n synonyms = list(iterate_node_synonyms(data))\n self.assertEqual(1, len(synonyms))\n synonym = synonyms[0]\n self.assertEqual('N,N,N-tributylbutan-1-aminium fluoride', synonym.name, msg='name parsing failed')\n self.assertEqual('EXACT', synonym.specificity, msg='specificity parsing failed')"}, {"role": "assistant", "content": "\n # TODO implement\n # self.assertEqual(SynonymTypeDef(id='IUPAC_NAME', name='IUPAC NAME'), synonym.type)\n\n def test_get_node_properties(self):\n \"\"\"Test getting properties from a node in a :mod:`obonet` graph.\"\"\"\n data = self.graph.nodes['CHEBI:51990']\n properties = list(iterate_node_properties(data))\n t_prop = 'http://purl.obolibrary.org/obo/chebi/monoisotopicmass'\n self.assertIn(t_prop, {prop for prop, value in properties})\n self.assertEqual(1, sum(prop == t_prop for prop, value in properties))\n value = [value for prop, value in properties if prop == t_prop][0]\n self.assertEqual('261.28318', value)\n\n def test_get_node_parents(self):\n \"\"\"Test getting parents from a node in a :mod:`obonet` graph.\"\"\"\n data = self.graph.nodes['CHEBI:51990']\n parents = list(iterate_node_parents(data))\n self.assertEqual(2, len(parents))\n self.assertEqual({'24060', '51992'}, {\n parent.identifier\n for parent in parents\n })\n self.assertEqual({'chebi'}, {\n parent.prefix\n for parent in parents\n })\n\n\n ... [4 more functiondefs truncated] ..."}]
| false
| null | null | null |
16045e96f3ff12b08a6e4885879fa2b0a083c578
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- # + ## Utilidades comunes entre places y OSM. # + import csv import ast import codecs from math import cos, asin, sqrt # + def read_csv_with_encoding(filename, delimiter="|", encoding="iso-8859-1"): with codecs.open(filename, encoding=encoding) as fp: reader = csv.reader(fp, delimiter=delimiter) csvFile = list(reader) return pd.DataFrame(csvFile[1:], columns=csvFile[0]) def read_json_with_encoding(filename, encoding="iso-8859-1"): with codecs.open(filename, encoding=encoding) as a: l = a.read() json_file = ast.literal_eval(l) return json_file # - import pandas as pd def distance(lat1, lon1, lat2, lon2): """ El resultado de la medición de distancia esta en kilometros. """ p = 0.017453292519943295 #Pi/180 a = 0.5 - cos((lat2 - lat1) * p)/2 + cos(lat1 * p) * cos(lat2 * p) * (1 - cos((lon2 - lon1) * p)) / 2 return 12742 * asin(sqrt(a)) def build_center_point(df): lat = df["latitude"].mean() lon = df["longitude"].mean() return pd.DataFrame({'fid': [777], 'latitude': [lat], 'longitude': [lon]})
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""" El proceso es muy pesado y no es posible hacer el ananlisis con toda la data de bogotá, el número de registros es demasiado grande para caber en memoria. El uso correcto es filtrar los datos antes de hacer el cross join. """ def compute_cross_distances(location_df, interest_points_df=None): condition_latitude = ~location_df["latitude"].isna() condition_longitude = ~location_df["longitude"].isna() location_df_complete = location_df.loc[condition_latitude & condition_longitude] results = [] for i in location_df_complete.index: for j in interest_points_df.index: results.append([ location_df_complete.loc[i, "fid"], distance(location_df_complete.loc[i, "latitude"], location_df_complete.loc[i, "longitude"], float(interest_points_df.loc[j, "lat"]), float(interest_points_df.loc[j, "lon"])), location_df_complete.loc[i, "latitude"], location_df_complete.loc[i, "longitude"], interest_points_df.loc[j, "lat"], interest_points_df.loc[j, "lon"], interest_points_df.loc[j, "amenity"], interest_points_df.loc[j, "name"] ]) final = list(zip(*results)) return pd.DataFrame({'fid': final[0], 'distance': final[1], 'p_lat': final[2], 'p_lon': final[3], 'i_lat': final[4], 'i_lon': final[5], 'amenity': final[6], 'name': final[7]})
|
intermediate
|
ui
|
code_completion
|
Pythoncode:Python
| 5
| 0
| 2,676
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# +\n## Utilidades comunes entre places y OSM.\n\n# +\nimport csv\nimport ast\nimport codecs\n\nfrom math import cos, asin, sqrt\n\n\n# +\ndef read_csv_with_encoding(filename, delimiter=\"|\", encoding=\"iso-8859-1\"):\n with codecs.open(filename, encoding=encoding) as fp:\n reader = csv.reader(fp, delimiter=delimiter)\n csvFile = list(reader)\n return pd.DataFrame(csvFile[1:], columns=csvFile[0])\n \ndef read_json_with_encoding(filename, encoding=\"iso-8859-1\"):\n with codecs.open(filename, encoding=encoding) as a:\n l = a.read()\n json_file = ast.literal_eval(l)\n return json_file\n# -\n\n\n\nimport pandas as pd\n\n\ndef distance(lat1, lon1, lat2, lon2):\n \"\"\"\n El resultado de la medici\u00f3n de distancia esta en kilometros.\n \"\"\"\n p = 0.017453292519943295 #Pi/180\n a = 0.5 - cos((lat2 - lat1) * p)/2 + cos(lat1 * p) * cos(lat2 * p) * (1 - cos((lon2 - lon1) * p)) / 2\n return 12742 * asin(sqrt(a))\n\n\ndef build_center_point(df):\n lat = df[\"latitude\"].mean()\n lon = df[\"longitude\"].mean()\n return pd.DataFrame({'fid': [777], 'latitude': [lat], 'longitude': [lon]})"}, {"role": "assistant", "content": "\n\n\n\"\"\"\nEl proceso es muy pesado y no es posible hacer el ananlisis con toda la data de bogot\u00e1, el n\u00famero de registros es\ndemasiado grande para caber en memoria. El uso correcto es filtrar los datos antes de hacer el cross join.\n\"\"\"\ndef compute_cross_distances(location_df, interest_points_df=None):\n condition_latitude = ~location_df[\"latitude\"].isna()\n condition_longitude = ~location_df[\"longitude\"].isna()\n location_df_complete = location_df.loc[condition_latitude & condition_longitude]\n results = []\n for i in location_df_complete.index:\n for j in interest_points_df.index:\n results.append([\n location_df_complete.loc[i, \"fid\"],\n distance(location_df_complete.loc[i, \"latitude\"], \n location_df_complete.loc[i, \"longitude\"], \n float(interest_points_df.loc[j, \"lat\"]), float(interest_points_df.loc[j, \"lon\"])),\n location_df_complete.loc[i, \"latitude\"],\n location_df_complete.loc[i, \"longitude\"],\n interest_points_df.loc[j, \"lat\"],\n interest_points_df.loc[j, \"lon\"],\n interest_points_df.loc[j, \"amenity\"],\n interest_points_df.loc[j, \"name\"]\n ])\n final = list(zip(*results))\n return pd.DataFrame({'fid': final[0], 'distance': final[1], 'p_lat': final[2], \n 'p_lon': final[3], 'i_lat': final[4], 'i_lon': final[5],\n 'amenity': final[6], 'name': final[7]})"}]
| false
| null | null | null |
16054aa866f43fe130ae74a4adb86263728710d3
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #This script Imports Game Data from ESPN, and Odds from the ODDS-API, and then imports them into a MySQL table, example in workbench here https://puu.sh/HOKCj/ce199eec8e.png import mysql.connector import requests import json import datetime import time #Connection to the MYSQL Server. def newGetter(gameDay): #Json Response for YESTERDAY. response = requests.get(gameDay).json() gameData = response["events"] #Loop through to collect GameDay data. a=0 while a < len(gameData): game = str(gameData[a]['name']) game_ID = str(gameData[a]['id']) game_Date = str(gameData[a]['date'][:-7]) game_Time = str(gameData[a]['date'][11:-1]) game_Period = str(gameData[a]['status']['period']) game_Status = str(gameData[a]['status']['type']['description']) home_Score = str(gameData[a]['competitions'][0]['competitors'][0]['score']) away_Score = str(gameData[a]['competitions'][0]['competitors'][1]['score']) #Quick fix to change Clippers Name from LA Clippers to Los Angeles Clippers. if str(gameData[a]['competitions'][0]['competitors'][0]['team']['displayName']) == 'LA Clippers': home_Team = 'Los Angeles Clippers' else: home_Team = str(gameData[a]['competitions'][0]['competitors'][0]['team']['displayName']) if str(gameData[a]['competitions'][0]['competitors'][1]['team']['displayName']) == 'LA Clippers': away_Team = 'Los Angeles Clippers' else: away_Team = str(gameData[a]['competitions'][0]['competitors'][1]['team']['displayName']) #Appends the Game Data to the list. allGames.append((game_ID, game, home_Team, home_Score, away_Team, away_Score, game_Date, game_Time, game_Period, game_Status)) a+=1 #Gets the Odds from the ODDS-API. ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
api
|
refactoring
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Pythoncode:Python
| 1
| 0
| 1,953
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#This script Imports Game Data from ESPN, and Odds from the ODDS-API, and then imports them into a MySQL table, example in workbench here https://puu.sh/HOKCj/ce199eec8e.png\r\nimport mysql.connector\r\nimport requests\r\nimport json\r\nimport datetime\r\nimport time\r\n\r\n\r\n#Connection to the MYSQL Server.\r\ndef newGetter(gameDay):\r\n #Json Response for YESTERDAY.\r\n response = requests.get(gameDay).json()\r\n gameData = response[\"events\"]\r\n \r\n #Loop through to collect GameDay data.\r\n a=0\r\n while a < len(gameData):\r\n game = str(gameData[a]['name'])\r\n game_ID = str(gameData[a]['id'])\r\n game_Date = str(gameData[a]['date'][:-7])\r\n game_Time = str(gameData[a]['date'][11:-1])\r\n game_Period = str(gameData[a]['status']['period'])\r\n game_Status = str(gameData[a]['status']['type']['description'])\r\n home_Score = str(gameData[a]['competitions'][0]['competitors'][0]['score'])\r\n away_Score = str(gameData[a]['competitions'][0]['competitors'][1]['score'])\r\n \r\n #Quick fix to change Clippers Name from LA Clippers to Los Angeles Clippers.\r\n if str(gameData[a]['competitions'][0]['competitors'][0]['team']['displayName']) == 'LA Clippers':\r\n home_Team = 'Los Angeles Clippers'\r\n else:\r\n home_Team = str(gameData[a]['competitions'][0]['competitors'][0]['team']['displayName'])\r\n if str(gameData[a]['competitions'][0]['competitors'][1]['team']['displayName']) == 'LA Clippers':\r\n away_Team = 'Los Angeles Clippers'\r\n else:\r\n away_Team = str(gameData[a]['competitions'][0]['competitors'][1]['team']['displayName'])\r\n \r\n #Appends the Game Data to the list.\r\n allGames.append((game_ID, game, home_Team, home_Score, away_Team, away_Score, game_Date, game_Time, game_Period, game_Status))\r\n a+=1\r\n \r\n \r\n#Gets the Odds from the ODDS-API.\r\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
160586a7f083f1efa16456b4bf747dcafc4be695
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def test_generate(): args = ("generate -b ubuntu:17.04 -p apt" " --arg FOO=BAR BAZ" " --afni version=latest" " --ants version=2.2.0" " --freesurfer version=6.0.0" " --fsl version=5.0.10" " --user=neuro" " --miniconda env_name=neuro conda_install=python=3.6.2" " --user=root" " --mrtrix3" " --neurodebian os_codename=zesty download_server=usa-nh" " --spm version=12 matlab_version=R2017a" " --no-check-urls" " --expose 1234 9000" " --volume /var /usr/bin" " --label FOO=BAR BAZ=CAT" " --copy relpath/to/file.txt /tmp/file.txt" " --add relpath/to/file2.txt /tmp/file2.txt" " --cmd '--arg1' '--arg2'" " --workdir /home" " --install git" " --user=neuro" ) main(args.split()) with pytest.raises(SystemExit): args = "-b ubuntu" main(args.split()) with pytest.raises(SystemExit): args = "-p apt" main(args.split()) with pytest.raises(SystemExit): main() args = "generate -b ubuntu -p apt --ants option=value" with pytest.raises(ValueError): main(args.split()) def test_generate_opts(capsys): args = "generate -b ubuntu:17.04 -p apt --no-check-urls {}" main(args.format('--user=neuro').split()) out, _ = capsys.readouterr() assert "USER neuro" in out main(args.format('--add path/to/file.txt /tmp/file.txt').split()) out, _ = capsys.readouterr() assert 'ADD ["path/to/file.txt", "/tmp/file.txt"]' in out main(args.format('--copy path/to/file.txt /tmp/file.txt').split()) out, _ = capsys.readouterr() assert 'COPY ["path/to/file.txt", "/tmp/file.txt"]' in out main(args.format('--env KEY=VAL KEY2=VAL').split()) out, _ = capsys.readouterr() assert 'ENV KEY="VAL" \\' in out assert ' KEY2="VAL"' in out main(args.format('--expose 1230 1231').split()) out, _ = capsys.readouterr() assert "EXPOSE 1230 1231" in out main(args.format('--workdir /home').split()) out, _ = capsys.readouterr( assert "WORKDIR /home" in out main(args.format('--install vi').split()) out, _ = capsys.readouterr() assert "vi" in out main(args.format('--instruction RUNecho').split()) out, _ = capsys.readouterr() assert "RUNecho" in out ... [3 more functiondefs truncated] ...
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Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 59 • Unclosed '(' at line 67 - expected ')' Fix: Add missing ')' bracket at line 67
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 2,507
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef test_generate():\n args = (\"generate -b ubuntu:17.04 -p apt\"\n \" --arg FOO=BAR BAZ\"\n \" --afni version=latest\"\n \" --ants version=2.2.0\"\n \" --freesurfer version=6.0.0\"\n \" --fsl version=5.0.10\"\n \" --user=neuro\"\n \" --miniconda env_name=neuro conda_install=python=3.6.2\"\n \" --user=root\"\n \" --mrtrix3\"\n \" --neurodebian os_codename=zesty download_server=usa-nh\"\n \" --spm version=12 matlab_version=R2017a\"\n \" --no-check-urls\"\n \" --expose 1234 9000\"\n \" --volume /var /usr/bin\"\n \" --label FOO=BAR BAZ=CAT\"\n \" --copy relpath/to/file.txt /tmp/file.txt\"\n \" --add relpath/to/file2.txt /tmp/file2.txt\"\n \" --cmd '--arg1' '--arg2'\"\n \" --workdir /home\"\n \" --install git\"\n \" --user=neuro\"\n )\n main(args.split())\n\n with pytest.raises(SystemExit):\n args = \"-b ubuntu\"\n main(args.split())\n\n with pytest.raises(SystemExit):\n args = \"-p apt\"\n main(args.split())\n\n with pytest.raises(SystemExit):\n main()\n\n args = \"generate -b ubuntu -p apt --ants option=value\"\n with pytest.raises(ValueError):\n main(args.split())\n\n\ndef test_generate_opts(capsys):\n args = \"generate -b ubuntu:17.04 -p apt --no-check-urls {}\"\n main(args.format('--user=neuro').split())\n out, _ = capsys.readouterr()\n assert \"USER neuro\" in out\n\n main(args.format('--add path/to/file.txt /tmp/file.txt').split())\n out, _ = capsys.readouterr()\n assert 'ADD [\"path/to/file.txt\", \"/tmp/file.txt\"]' in out\n\n main(args.format('--copy path/to/file.txt /tmp/file.txt').split())\n out, _ = capsys.readouterr()\n assert 'COPY [\"path/to/file.txt\", \"/tmp/file.txt\"]' in out\n\n main(args.format('--env KEY=VAL KEY2=VAL').split())\n out, _ = capsys.readouterr()\n assert 'ENV KEY=\"VAL\" \\\\' in out\n assert ' KEY2=\"VAL\"' in out\n\n main(args.format('--expose 1230 1231').split())\n out, _ = capsys.readouterr()\n assert \"EXPOSE 1230 1231\" in out\n\n main(args.format('--workdir /home').split())\n out, _ = capsys.readouterr(\n assert \"WORKDIR /home\" in out\n\n main(args.format('--install vi').split())\n out, _ = capsys.readouterr()\n assert \"vi\" in out\n\n main(args.format('--instruction RUNecho').split())\n out, _ = capsys.readouterr()\n assert \"RUNecho\" in out\n\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 59\n \u2022 Unclosed '(' at line 67 - expected ')'\n\n Fix: Add missing ')' bracket at line 67"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
16071d9e180a990b1f3b40b4034a6c704c0e2258
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- # # Copyright (C) 2020 The Project U-Ray Authors. # # Use of this source code is governed by a ISC-style # license that can be found in the LICENSE file or at # https://opensource.org/licenses/ISC # # SPDX-License-Identifier: ISC ''' FDCE Primitive: D Flip-Flop with Clock Enable and Asynchronous Clear FDPE Primitive: D Flip-Flop with Clock Enable and Asynchronous Preset FDRE Primitive: D Flip-Flop with Clock Enable and Synchronous Reset FDSE Primitive: D Flip-Flop with Clock Enable and Synchronous Set LDCE Primitive: Transparent Data Latch with Asynchronous Clear and Gate Enable LDPE Primitive: Transparent Data Latch with Asynchronous Preset and Gate Enable ''' from prims import isff, isl from utils.segmaker import Segmaker segmk = Segmaker("design.bits", bits_per_word=16) def loadtop(): ''' i,prim,loc,bel 0,FDPE,SLICE_X12Y100,C5FF 1,FDPE,SLICE_X15Y100,A5FF 2,FDPE_1,SLICE_X16Y100,B5FF 3,LDCE_1,SLICE_X17Y100,BFF ''' f = open('top.txt', 'r') f.readline() ret = {} for l in f: i, prim, loc, bel, init = l.split(",") i = int(i) init = int(init) ret[loc] = (i, prim, loc, bel, init) return ret top = loadtop() def vs2i(s): return {"1'b0": 0, "1'b1": 1}[s] print("Loading tags from design.txt") with open("design.txt", "r") as f: for line in f: ''' puts $fp "$type $tile $grid_x $grid_y $ff $bel_type $used $usedstr" CLEM CLEM_X10Y137 30 13 SLICE_X13Y137/AFF REG_INIT 1 FDRE CLEM CLEM_X10Y137 30 13 SLICE_X12Y137/D2FF FF_INIT 0 ''' line = line.split() tile_type = line[0] tile_name = line[1] grid_x = line[2] grid_y = line[3] # Other code uses BEL name # SLICE_X12Y137/D2FF site_ff_name = line[4] site, ff_name = site_ff_name.split('/') ff_type = line[5] used = int(line[6]) cel_prim = None cel_name = None if used: cel_name = line[7] cel_prim = line[8] cinv = int(line[9]) init = vs2i(line[10]) # A B C D E F G H which = ff_name[0] # LUT6 vs LUT5 FF is2 = '2' in ff_name if used: segmk.add_site_tag(site, "%s.ZINI" % ff_name, 1 ^ init) ''' On name: The primitives you listed have a control input to set the FF value to zero (clear/reset), the other three primitives have a control input that sets the FF value to one. Z => inversion ''' segmk.add_site_tag(site, "%s.ZRST" % ff_name, cel_prim in ('FDRE', 'FDCE', 'LDCE')) segmk.compile() segmk.write()
|
Functions: loadtop, vs2i This code demonstrates Pythoncode:Python programming.
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intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 2,778
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n#\n# Copyright (C) 2020 The Project U-Ray Authors.\n#\n# Use of this source code is governed by a ISC-style\n# license that can be found in the LICENSE file or at\n# https://opensource.org/licenses/ISC\n#\n# SPDX-License-Identifier: ISC\n'''\nFDCE Primitive: D Flip-Flop with Clock Enable and Asynchronous Clear\nFDPE Primitive: D Flip-Flop with Clock Enable and Asynchronous Preset\nFDRE Primitive: D Flip-Flop with Clock Enable and Synchronous Reset\nFDSE Primitive: D Flip-Flop with Clock Enable and Synchronous Set\nLDCE Primitive: Transparent Data Latch with Asynchronous Clear and Gate Enable\nLDPE Primitive: Transparent Data Latch with Asynchronous Preset and Gate Enable\n'''\n\nfrom prims import isff, isl\n\nfrom utils.segmaker import Segmaker\n\nsegmk = Segmaker(\"design.bits\", bits_per_word=16)\n\n\ndef loadtop():\n '''\n i,prim,loc,bel\n 0,FDPE,SLICE_X12Y100,C5FF\n 1,FDPE,SLICE_X15Y100,A5FF\n 2,FDPE_1,SLICE_X16Y100,B5FF\n 3,LDCE_1,SLICE_X17Y100,BFF\n '''\n f = open('top.txt', 'r')\n f.readline()\n ret = {}\n for l in f:\n i, prim, loc, bel, init = l.split(\",\")\n i = int(i)\n init = int(init)\n ret[loc] = (i, prim, loc, bel, init)\n return ret\n\n\ntop = loadtop()\n\n\ndef vs2i(s):\n return {\"1'b0\": 0, \"1'b1\": 1}[s]\n\n\nprint(\"Loading tags from design.txt\")\nwith open(\"design.txt\", \"r\") as f:\n for line in f:\n '''\n puts $fp \"$type $tile $grid_x $grid_y $ff $bel_type $used $usedstr\"\n\n CLEM CLEM_X10Y137 30 13 SLICE_X13Y137/AFF REG_INIT 1 FDRE\n CLEM CLEM_X10Y137 30 13 SLICE_X12Y137/D2FF FF_INIT 0\n '''\n line = line.split()\n tile_type = line[0]\n tile_name = line[1]\n grid_x = line[2]\n grid_y = line[3]\n # Other code uses BEL name\n # SLICE_X12Y137/D2FF\n site_ff_name = line[4]\n site, ff_name = site_ff_name.split('/')\n ff_type = line[5]\n used = int(line[6])\n cel_prim = None\n cel_name = None\n if used:\n cel_name = line[7]\n cel_prim = line[8]\n cinv = int(line[9])\n init = vs2i(line[10])\n\n # A B C D E F G H\n which = ff_name[0]\n # LUT6 vs LUT5 FF\n is2 = '2' in ff_name\n\n if used:\n segmk.add_site_tag(site, \"%s.ZINI\" % ff_name, 1 ^ init)\n '''\n On name:\n The primitives you listed have a control input to set the FF value to zero (clear/reset),\n the other three primitives have a control input that sets the FF value to one.\n Z => inversion\n '''\n segmk.add_site_tag(site, \"%s.ZRST\" % ff_name,\n cel_prim in ('FDRE', 'FDCE', 'LDCE'))\n\nsegmk.compile()\nsegmk.write()"}, {"role": "assistant", "content": " Functions: loadtop, vs2i\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
1607f8c0c3d6768327bf886d9e6092523f205171
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: from typing import Callable import numpy as np from hmc.integrators.states.leapfrog_state import LeapfrogState from hmc.integrators.fields import riemannian from hmc.linalg import solve_psd class RiemannianLeapfrogState(LeapfrogState): """The Riemannian leapfrog state uses the Fisher information matrix to provide a position-dependent Riemannian metric. As such, computing the gradients of the Hamiltonian requires higher derivatives of the metric, which vanish in the Euclidean case. """ def __init__(self, position: np.ndarray, momentum: np.ndarray): super().__init__(position, momentum) self._jac_metric: np.ndarray self._grad_logdet_metric: np.ndarray @property def requires_update(self) -> bool: o = self.log_posterior is None or \ self.grad_log_posterior is None or \ self.metric is None or \ self.inv_metric is None or \ self.jac_metric is None or \ self.grad_logdet_metric is None return o @property def jac_metric(self): return self._jac_metric @jac_metric.setter def jac_metric(self, value): self._jac_metric = value @jac_metric.deleter def jac_metric(self): del self._jac_metric @property def grad_logdet_metric(self): return self._grad_logdet_metric @grad_logdet_metric.setter def grad_logdet_metric(self, value): self._grad_logdet_metric = value @grad_logdet_metric.deleter def grad_logdet_metric(self): del self._grad_logdet_metric def update(self, auxiliaries: Callable): num_dims = len(self.position) log_posterior, grad_log_posterior, metric, jac_metric = auxiliaries(self.position) jac_metric = np.swapaxes(jac_metric, 0, -1) inv_metric, sqrtm_metric = solve_psd(metric, return_chol=True) grad_logdet_metric = riemannian.grad_logdet(inv_metric, jac_metric, num_dims) self.log_posterior = log_posterior self.grad_log_posterior = grad_log_posterior self.metric = metric self.sqrtm_metric = sqrtm_metric self.inv_metric = inv_metric self.jac_metric = jac_metric self.grad_logdet_metric = grad_logdet_metric self.velocity = riemannian.velocity(inv_metric, self.momentum) self.force = riemannian.force(self.velocity, grad_log_posterior, jac_metric, grad_logdet_metric) def clear(self): super().clear() del self.jac_metric del self.grad_logdet_metric del self.metric del self.inv_metric del self.logdet_metric del self.sqrtm_metric
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Code Review: ❌ Critical issues: Unterminated string literal at line 11 ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 13 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 25 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 39 Unexpected indentation at line 43 Unexpected indentation at line 47 Unexpected indentation at line 51 Unexpected indentation at line 55 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 76 Unexpected indentation at line 77 Unexpected indentation at line 78 Unexpected indentation at line 79 Unexpected indentation at line 80 Unexpected indentation at line 81 ✨ Improvements: Add closing quote at line 11 Add docstring to function 'update' Add docstring to function 'clear'
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advanced
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database
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code_review
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Pythoncode:Python
| 10
| 1
| 2,697
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom typing import Callable\n\nimport numpy as np\n\nfrom hmc.integrators.states.leapfrog_state import LeapfrogState\nfrom hmc.integrators.fields import riemannian\nfrom hmc.linalg import solve_psd\n\n\nclass RiemannianLeapfrogState(LeapfrogState):\n \"\"\"The Riemannian leapfrog state uses the Fisher information matrix to provide\n a position-dependent Riemannian metric. As such, computing the gradients of\n the Hamiltonian requires higher derivatives of the metric, which vanish in\n the Euclidean case.\n\n \"\"\"\n def __init__(self,\n position: np.ndarray,\n momentum: np.ndarray):\n super().__init__(position, momentum)\n self._jac_metric: np.ndarray\n self._grad_logdet_metric: np.ndarray\n\n @property\n def requires_update(self) -> bool:\n o = self.log_posterior is None or \\\n self.grad_log_posterior is None or \\\n self.metric is None or \\\n self.inv_metric is None or \\\n self.jac_metric is None or \\\n self.grad_logdet_metric is None\n return o\n\n @property\n def jac_metric(self):\n return self._jac_metric\n\n @jac_metric.setter\n def jac_metric(self, value):\n self._jac_metric = value\n\n @jac_metric.deleter\n def jac_metric(self):\n del self._jac_metric\n\n @property\n def grad_logdet_metric(self):\n return self._grad_logdet_metric\n\n @grad_logdet_metric.setter\n def grad_logdet_metric(self, value):\n self._grad_logdet_metric = value\n\n @grad_logdet_metric.deleter\n def grad_logdet_metric(self):\n del self._grad_logdet_metric\n\n def update(self, auxiliaries: Callable):\n num_dims = len(self.position)\n log_posterior, grad_log_posterior, metric, jac_metric = auxiliaries(self.position)\n jac_metric = np.swapaxes(jac_metric, 0, -1)\n inv_metric, sqrtm_metric = solve_psd(metric, return_chol=True)\n grad_logdet_metric = riemannian.grad_logdet(inv_metric, jac_metric, num_dims)\n self.log_posterior = log_posterior\n self.grad_log_posterior = grad_log_posterior\n self.metric = metric\n self.sqrtm_metric = sqrtm_metric\n self.inv_metric = inv_metric\n self.jac_metric = jac_metric\n self.grad_logdet_metric = grad_logdet_metric\n self.velocity = riemannian.velocity(inv_metric, self.momentum)\n self.force = riemannian.force(self.velocity, grad_log_posterior, jac_metric, grad_logdet_metric)\n\n def clear(self):\n super().clear()\n del self.jac_metric\n del self.grad_logdet_metric\n del self.metric\n del self.inv_metric\n del self.logdet_metric\n del self.sqrtm_metric"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 11\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 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 25\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 39\n Unexpected indentation at line 43\n Unexpected indentation at line 47\n Unexpected indentation at line 51\n Unexpected indentation at line 55\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 76\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 81\n\n\u2728 Improvements:\n Add closing quote at line 11\n Add docstring to function 'update'\n Add docstring to function 'clear'"}]
| false
| null | null | null |
1608246c353096fff06ae6f3c3c9e80955bceb92
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- # # || ____ _ __ # +------+ / __ )(_) /_______________ _____ ___ # | 0xBC | / __ / / __/ ___/ ___/ __ `/_ / / _ \ # +------+ / /_/ / / /_/ /__/ / / /_/ / / /_/ __/ # || || /_____/_/\__/\___/_/ \__,_/ /___/\___/ # # Copyright (C) 2017 Bitcraze AB # # Crazyflie Python Library # # This program 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 2 # of the License, or (at your option) any later version. # # This program 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 this program; if not, write to the Free Software # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, # MA 02110-1301, USA. """ Example scipts that allows a user to "push" the Crazyflie 2.0 around using your hands while it's hovering. This examples uses the Flow and Multi-ranger decks to measure distances in all directions and tries to keep away from anything that comes closer than 0.2m by setting a velocity in the opposite direction. The demo is ended by either pressing Ctrl-C or by holding your hand above the Crazyflie. For the example to run the following hardware is needed: * Crazyflie 2.0 * Crazyradio PA * Flow deck * Multiranger deck """ import logging import sys import time import cflib.crtp from cflib.crazyflie import Crazyflie from cflib.crazyflie.syncCrazyflie import SyncCrazyflie from cflib.positioning.motion_commander import MotionCommander from cflib.utils.multiranger import Multiranger import matplotlib.pyplot as plt from matplotlib.pyplot import figure import matplotlib.patches as patches URI = 'radio://0/80/2M' if len(sys.argv) > 1: URI = sys.argv[1] # Only output errors from the logging framework logging.basicConfig(level=logging.ERROR) def is_close(range): MIN_DISTANCE = 0.2 # m if range is None: return False else: return range < MIN_DISTANCE if __name__ == '__main__': ... 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: # Initialize the low-level drivers (don't list the debug drivers) cflib.crtp.init_drivers(enable_debug_driver=False) rangeArray = []
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intermediate
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machine_learning
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incomplete_code
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Pythoncode:Python
| 1
| 0
| 2,318
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n#\n# || ____ _ __\n# +------+ / __ )(_) /_______________ _____ ___\n# | 0xBC | / __ / / __/ ___/ ___/ __ `/_ / / _ \\\n# +------+ / /_/ / / /_/ /__/ / / /_/ / / /_/ __/\n# || || /_____/_/\\__/\\___/_/ \\__,_/ /___/\\___/\n#\n# Copyright (C) 2017 Bitcraze AB\n#\n# Crazyflie Python Library\n#\n# This program is free software; you can redistribute it and/or\n# modify it under the terms of the GNU General Public License\n# as published by the Free Software Foundation; either version 2\n# of the License, or (at your option) any later version.\n#\n# This program 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# You should have received a copy of the GNU General Public License\n# along with this program; if not, write to the Free Software\n# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston,\n# MA 02110-1301, USA.\n\"\"\"\nExample scipts that allows a user to \"push\" the Crazyflie 2.0 around\nusing your hands while it's hovering.\n\nThis examples uses the Flow and Multi-ranger decks to measure distances\nin all directions and tries to keep away from anything that comes closer\nthan 0.2m by setting a velocity in the opposite direction.\n\nThe demo is ended by either pressing Ctrl-C or by holding your hand above the\nCrazyflie.\n\nFor the example to run the following hardware is needed:\n * Crazyflie 2.0\n * Crazyradio PA\n * Flow deck\n * Multiranger deck\n\"\"\"\nimport logging\nimport sys\nimport time\n\nimport cflib.crtp\nfrom cflib.crazyflie import Crazyflie\nfrom cflib.crazyflie.syncCrazyflie import SyncCrazyflie\nfrom cflib.positioning.motion_commander import MotionCommander\nfrom cflib.utils.multiranger import Multiranger\nimport matplotlib.pyplot as plt\nfrom matplotlib.pyplot import figure\nimport matplotlib.patches as patches\n\nURI = 'radio://0/80/2M'\n\nif len(sys.argv) > 1:\n URI = sys.argv[1]\n\n# Only output errors from the logging framework\nlogging.basicConfig(level=logging.ERROR)\n\n\ndef is_close(range):\n MIN_DISTANCE = 0.2 # m\n\n if range is None:\n return False\n else:\n return range < MIN_DISTANCE\n\n\nif __name__ == '__main__':\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 # Initialize the low-level drivers (don't list the debug drivers)\n cflib.crtp.init_drivers(enable_debug_driver=False)\n\n rangeArray = []"}]
| true
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syntax
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MID_BLOCK
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HIGH
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1608a15c941a14be0a253388b661310efd0d4787
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: from django.utils.translation import ugettext_lazy as _ USER_TYPE_STAFF = 'STAFF' USER_TYPE_ADMIN = 'ADMIN' USER_TYPE_BARBER = 'BARBER' USER_TYPE_CHOICES = ( (USER_TYPE_STAFF, _('Dev')), (USER_TYPE_ADMIN, _('Admin')), (USER_TYPE_BARBER, _('Barber')), )
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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general
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refactoring
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Pythoncode:Python
| 0
| 0
| 266
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom django.utils.translation import ugettext_lazy as _\n\n\nUSER_TYPE_STAFF = 'STAFF'\nUSER_TYPE_ADMIN = 'ADMIN'\nUSER_TYPE_BARBER = 'BARBER'\nUSER_TYPE_CHOICES = (\n (USER_TYPE_STAFF, _('Dev')),\n (USER_TYPE_ADMIN, _('Admin')),\n (USER_TYPE_BARBER, _('Barber')),\n)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
160b1c97ac3f8a38cfc9b68c4f0651550e3df491
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # Copyright 2016 The Chromium Authors. All rights reserved. # Use of this source code is governed by a BSD-style license that can be # found in the LICENSE file. from common.chrome_proxy_shared_page_state import ChromeProxySharedPageState from telemetry.page import page as page_module from telemetry import story class HTML5TestPage(page_module.Page): def __init__(self, url, page_set): super(HTML5TestPage, self).__init__(url=url, page_set=page_set, shared_page_state_class=ChromeProxySharedPageState) class HTML5TestStorySet(story.StorySet): """ Chrome proxy test page for traffic over https. """ def __init__(self): super(HTML5TestStorySet, self).__init__() urls_list = [ 'http://html5test.com/', ] for url in urls_list: self.AddStory(HTML5TestPage(url, self))
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Code Review: ❌ Critical issues: Block at line 10 has no indented body Block at line 17 has no indented body ⚠️ Code quality: Unexpected indentation at line 14 Unexpected indentation at line 25 Unexpected indentation at line 26 ✨ Improvements: Add docstring to class 'HTML5TestPage'
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advanced
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testing
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code_review
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Pythoncode:Python
| 2
| 2
| 821
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2016 The Chromium Authors. All rights reserved.\n# Use of this source code is governed by a BSD-style license that can be\n# found in the LICENSE file.\n\nfrom common.chrome_proxy_shared_page_state import ChromeProxySharedPageState\nfrom telemetry.page import page as page_module\nfrom telemetry import story\n\n\nclass HTML5TestPage(page_module.Page):\n\n def __init__(self, url, page_set):\n super(HTML5TestPage, self).__init__(url=url, page_set=page_set,\n shared_page_state_class=ChromeProxySharedPageState)\n\n\nclass HTML5TestStorySet(story.StorySet):\n\n \"\"\" Chrome proxy test page for traffic over https. \"\"\"\n\n def __init__(self):\n super(HTML5TestStorySet, self).__init__()\n\n urls_list = [\n 'http://html5test.com/',\n ]\n\n for url in urls_list:\n self.AddStory(HTML5TestPage(url, self))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 10 has no indented body\n Block at line 17 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 14\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n\n\u2728 Improvements:\n Add docstring to class 'HTML5TestPage'"}]
| false
| null | null | null |
160b335422855d4c69636103d3682d2f66956533
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: class Commands: create_users_table = ''' CREATE TABLE IF NOT EXISTS users ( id INTEGER PRIMARY KEY AUTOINCREMENT, user_id text, password text ); ''' add_user = 'INSERT INTO users (user_id, password) VALUES (\'{}\', \'{}\');' get_users = 'SELECT user_id, password FROM users;' get_user_by_user_id = 'SELECT user_id, password FROM users WHERE user_id = \'{}\';' get_user_by_id
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 2 Fix: Close the string literal with matching quote
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advanced
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database
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error_detection
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Pythoncode:Python
| 5
| 3
| 450
| false
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass Commands:\n create_users_table = '''\n CREATE TABLE IF NOT EXISTS users (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n user_id text,\n password text\n );\n '''\n add_user = 'INSERT INTO users (user_id, password) VALUES (\\'{}\\', \\'{}\\');'\n get_users = 'SELECT user_id, password FROM users;'\n get_user_by_user_id = 'SELECT user_id, password FROM users WHERE user_id = \\'{}\\';'\n get_user_by_id"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unterminated string literal at line 2\n\n Fix: Close the string literal with matching quote"}]
| true
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syntax
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MID_STRING
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CRITICAL
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160c8a87b1d001ed3cb1d85873c9a8a8f238d3b2
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: from django.urls import re_path from projectx.consumers import UserWebSocketConsumer from .consumers import UserWebSocketConsumer websocket_urlpatterns = [ re_path(r"^ws/$", UserWebSocketConsumer.as_asgi()), ]
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Fix: Close the string literal with matching quote
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intermediate
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general
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error_detection
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Pythoncode:Python
| 0
| 0
| 217
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.urls import re_path\n\nfrom projectx.consumers import UserWebSocketConsumer\n\nfrom .consumers import UserWebSocketConsumer\n\nwebsocket_urlpatterns = [\n re_path(r\"^ws/$\", UserWebSocketConsumer.as_asgi()),\n]"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Fix: Close the string literal with matching quote"}]
| true
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syntax
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MID_STRING
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CRITICAL
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160d55ef119cabea32b158df2e672f5773e80b28
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: from django.utils.translation import ugettext_lazy as _ from cms.app_base import CMSApp from cms.apphook_pool import apphook_pool from .conf import settings class AldrynSearchApphook(CMSApp): name = _("aldryn search") def get_urls(self, *args, **kwargs): return ['aldryn_search.urls'] if settings.ALDRYN_SEARCH_REGISTER_APPHOOK: apphook_pool.register(AldrynSearchApphook)
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Code analysis results: 💡 Suggestions: Add docstring to class 'AldrynSearchApphook' No critical issues found Consider adding unit tests Add inline comments for complex logic
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intermediate
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oop
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debugging
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Pythoncode:Python
| 1
| 1
| 399
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom django.utils.translation import ugettext_lazy as _\n\nfrom cms.app_base import CMSApp\nfrom cms.apphook_pool import apphook_pool\n\nfrom .conf import settings\n\n\nclass AldrynSearchApphook(CMSApp):\n name = _(\"aldryn search\")\n\n def get_urls(self, *args, **kwargs):\n return ['aldryn_search.urls']\n\n\nif settings.ALDRYN_SEARCH_REGISTER_APPHOOK:\n apphook_pool.register(AldrynSearchApphook)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'AldrynSearchApphook'\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
160fd3286e288456d5bdd6bcd283afcbe0cfc945
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import pandas as pd from openpyxl import Workbook from openpyxl.chart import BarChart, Reference wb = Workbook() ws = wb.active df = pd.read_csv('population.csv') ws.append(df.columns.tolist()) for row in df.values: ws.append(list(row)) row_length = 1 + len(df.values) values = Reference(ws, min_col=2, max_col=2, min_row=1, max_row=row_length) categories = Reference(ws, min_col=1, min_row=2, max_row=row_length) chart = BarChart() chart.type = 'bar' chart.style = 11 chart.shape = 4 chart.title = '都道府県別の人口' chart.x_axis.title = '都道府県' chart.y_axis.title = '人口' chart.add_data(values, titles_from_data=True) chart.set_categories(categories) ws.add_chart(chart, 'A9') wb.save('population_horizontal.xlsx')
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Code Review: ⚠️ Code quality: Unexpected indentation at line 4 Unexpected indentation at line 7 Unexpected indentation at line 12 Unexpected indentation at line 16 Unexpected indentation at line 26
|
intermediate
|
data_processing
|
code_review
|
Pythoncode:Python
| 0
| 0
| 744
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport pandas as pd\r\nfrom openpyxl import Workbook\r\nfrom openpyxl.chart import BarChart, Reference\r\n\r\nwb = Workbook()\r\nws = wb.active\r\n\r\ndf = pd.read_csv('population.csv')\r\nws.append(df.columns.tolist())\r\nfor row in df.values:\r\n ws.append(list(row))\r\n\r\nrow_length = 1 + len(df.values)\r\nvalues = Reference(ws, min_col=2, max_col=2, min_row=1, max_row=row_length)\r\ncategories = Reference(ws, min_col=1, min_row=2, max_row=row_length)\r\n\r\nchart = BarChart()\r\nchart.type = 'bar'\r\nchart.style = 11\r\nchart.shape = 4\r\nchart.title = '\u90fd\u9053\u5e9c\u770c\u5225\u306e\u4eba\u53e3'\r\nchart.x_axis.title = '\u90fd\u9053\u5e9c\u770c'\r\nchart.y_axis.title = '\u4eba\u53e3'\r\nchart.add_data(values, titles_from_data=True)\r\nchart.set_categories(categories)\r\n\r\nws.add_chart(chart, 'A9')\r\nwb.save('population_horizontal.xlsx')"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 4\n Unexpected indentation at line 7\n Unexpected indentation at line 12\n Unexpected indentation at line 16\n Unexpected indentation at line 26"}]
| false
| null | null | null |
161021c6a14b006c767d40fee4f27d3f18827442
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from changes.api.serializer import Serializer, register from changes.models.log import LogSource @register(LogSource) class LogSourceSerializer(Serializer): def serialize(self, instance, attrs): return { Error: SyntaxError / EOF
|
Fixed Code: from changes.api.serializer import Serializer, register from changes.models.log import LogSource @register(LogSource) class LogSourceSerializer(Serializer): def serialize(self, instance, attrs): return { 'id': instance.id.hex, 'job': { 'id': instance.job_id.hex, }, 'name': instance.name, Explanation: Complete the truncated code structure
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intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 217
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom changes.api.serializer import Serializer, register\nfrom changes.models.log import LogSource\n\n\n@register(LogSource)\nclass LogSourceSerializer(Serializer):\n def serialize(self, instance, attrs):\n return {\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom changes.api.serializer import Serializer, register\nfrom changes.models.log import LogSource\n\n\n@register(LogSource)\nclass LogSourceSerializer(Serializer):\n def serialize(self, instance, attrs):\n return {\n 'id': instance.id.hex,\n 'job': {\n 'id': instance.job_id.hex,\n },\n 'name': instance.name,\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
161068852c112b7ab6b2bbf31d699217b497ca00
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright (c) 2021-2022, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. impo
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 620
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright (c) 2021-2022, NVIDIA CORPORATION. All rights reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimpo"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
161139c53368ea4186cb4cad223d2c35a3e06750
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from setuptools import setup import io import os import re version_re = re.compile(r'^__version__ = "([^"]*)"$') # Find the version number. with open('rst2ctags.py', 'r') as f: for line in f: line = line.rstrip() m = version_re.match(line) if m: version = m.group(1) break else: raise RuntimeError("Couldn't find version string in rst2ctags.py") # Load the description. readme_path = os.path.join(os.path.dirname(__file__), 'README.rst') with io.open(readme_path, encoding='utf-8') as f: long_description = f.read() setup( name='rst2ctags', description='Generates ctags-compatible output for the sections of a ' 'reStructuredText document.', long_description=long_description, license='BSD', author='John Szakmeister',
|
author_email='john@szakmeister.net', url='https://github.com/jszakmeister/rst2ctags', version=version, py_modules=['rst2ctags'], zip_safe=True, entry_points={ 'console_scripts': [ 'rst2ctags = rst2ctags:cli_main', ], }, classifiers=[ 'License :: OSI Approved :: BSD License', 'Development Status :: 5 - Production/Stable', 'Environment :: Console', 'Operating System :: OS Independent', 'Programming Language :: Python :: 2.7', 'Programming Language :: Python :: 3', 'Topic :: Software Development', 'Topic :: Text Processing', 'Topic :: Text Processing :: Indexing', 'Topic :: Utilities', ] )
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 1,570
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom setuptools import setup\n\nimport io\nimport os\nimport re\n\n\nversion_re = re.compile(r'^__version__ = \"([^\"]*)\"$')\n\n\n# Find the version number.\nwith open('rst2ctags.py', 'r') as f:\n for line in f:\n line = line.rstrip()\n m = version_re.match(line)\n if m:\n version = m.group(1)\n break\n else:\n raise RuntimeError(\"Couldn't find version string in rst2ctags.py\")\n\n\n# Load the description.\nreadme_path = os.path.join(os.path.dirname(__file__), 'README.rst')\nwith io.open(readme_path, encoding='utf-8') as f:\n long_description = f.read()\n\n\nsetup(\n name='rst2ctags',\n description='Generates ctags-compatible output for the sections of a '\n 'reStructuredText document.',\n long_description=long_description,\n license='BSD',\n author='John Szakmeister',"}, {"role": "assistant", "content": "\n author_email='john@szakmeister.net',\n url='https://github.com/jszakmeister/rst2ctags',\n version=version,\n py_modules=['rst2ctags'],\n zip_safe=True,\n entry_points={\n 'console_scripts': [\n 'rst2ctags = rst2ctags:cli_main',\n ],\n },\n classifiers=[\n 'License :: OSI Approved :: BSD License',\n 'Development Status :: 5 - Production/Stable',\n 'Environment :: Console',\n 'Operating System :: OS Independent',\n 'Programming Language :: Python :: 2.7',\n 'Programming Language :: Python :: 3',\n 'Topic :: Software Development',\n 'Topic :: Text Processing',\n 'Topic :: Text Processing :: Indexing',\n 'Topic :: Utilities',\n ]\n)"}]
| false
| null | null | null |
16117ea75b817e23fa127a364786f0a599ad09cc
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python # Copyright (C) 2018 rerobots, 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 # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def get_config_with_index(id_prefix=None): try: config = get_local_config() except: print('error loading configuration data. does it exist?') return None, None, 1 if len(config['wdeployments']) == 0: print(('ERROR: no workspace deployment in local configuration.')) return config, None, 1 if isinstance(id_prefix, list): if len(id_prefix) == 0: if len(config['wdeployments']) > 1: print('ERROR: ambiguous command: more than 1 workspace deployment defined.') return config, None, 1 index = [0] else: indices = []
|
for idp in id_prefix: index = find_wd(config, idp) if index is None: print('ERROR: given prefix does not match precisely 1 workspace deployment') return config, None, 1 indices.append(index) index = indices elif id_prefix: index = find_wd(config, id_prefix) if index is None: print('ERROR: given prefix does not match precisely 1 workspace deployment') return config, None, 1 else: if len(config['wdeployments']) > 1: print('ERROR: ambiguous command: more than 1 workspace deployment defined.') return config, None, 1 index = 0 return config, index, 0 ... [1 more functiondefs truncated] ...
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 2,062
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n# Copyright (C) 2018 rerobots, 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# https://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\ndef get_config_with_index(id_prefix=None):\n try:\n config = get_local_config()\n except:\n print('error loading configuration data. does it exist?')\n return None, None, 1\n if len(config['wdeployments']) == 0:\n print(('ERROR: no workspace deployment in local configuration.'))\n return config, None, 1\n if isinstance(id_prefix, list):\n if len(id_prefix) == 0:\n if len(config['wdeployments']) > 1:\n print('ERROR: ambiguous command: more than 1 workspace deployment defined.')\n return config, None, 1\n index = [0]\n else:\n indices = []"}, {"role": "assistant", "content": "\n for idp in id_prefix:\n index = find_wd(config, idp)\n if index is None:\n print('ERROR: given prefix does not match precisely 1 workspace deployment')\n return config, None, 1\n indices.append(index)\n index = indices\n elif id_prefix:\n index = find_wd(config, id_prefix)\n if index is None:\n print('ERROR: given prefix does not match precisely 1 workspace deployment')\n return config, None, 1\n else:\n if len(config['wdeployments']) > 1:\n print('ERROR: ambiguous command: more than 1 workspace deployment defined.')\n return config, None, 1\n index = 0\n return config, index, 0\n\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
161220d89127fbd24716ad1fd95c0f68eb787901
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class Solution: def XXX(self, x: int) -> int: def solve(x): a = list(map(int,str(x))) p = {} d=0 for ind, val in enumerate(a): p[ind] = val for i, v in p.items(): d += v*(10**i) if (2**31 - 1>= d >= -(2**31)): return d else: return str(0) if x>=0: return (solve(x)) if x<0: x = -x return (-solve(x))
|
Error Analysis: Error Type: TYPE_MISMATCH Error: TYPE_MISMATCH Fix: Ensure types are compatible in operations
|
advanced
|
oop
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 513
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass Solution:\n def XXX(self, x: int) -> int:\n def solve(x):\n a = list(map(int,str(x)))\n p = {}\n d=0\n for ind, val in enumerate(a):\n p[ind] = val\n for i, v in p.items():\n d += v*(10**i)\n if (2**31 - 1>= d >= -(2**31)):\n return d\n else:\n return str(0)\n if x>=0:\n return (solve(x))\n if x<0:\n x = -x\n return (-solve(x))"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: TYPE_MISMATCH\n Error: TYPE_MISMATCH\n\n Fix: Ensure types are compatible in operations"}]
| true
|
logical
|
TYPE_MISMATCH
|
HIGH
|
1612dd8d2c7befa9fffd9b219b0f1e9b1d9948d5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code:
|
Error Analysis: Error Type: UNKNOWN Error: Unknown error
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 0
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: UNKNOWN\n Error: Unknown error"}]
| true
|
syntax
|
UNKNOWN
|
UNKNOWN
|
1612e716ac963ff1c93e60be69cd7a089a9ba5ac
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from __future__ import print_function import time import weeutil.weeutil import weewx.manager import weewx.xtypes archive_sqlite = {'database_name': '/home/weewx/archive/weepwr.sdb', 'driver': 'weedb.sqlite'} archive_mysql = {'database_name': 'weewx', 'user': 'weewx', 'password': 'weewx', 'driver': 'weedb.mysql'} sql_str = "SELECT %s(%s), MIN(usUnits), MAX(usUnits) FROM %s " \ "WHERE dateTime > ? AND dateTime <= ?" % ('avg', 'outTemp', 'archive') timespan = weeutil.weeutil.TimeSpan(1573245000, 1573246800) timespan = weeutil.weeutil.TimeSpan(1573245000, 1573245000 + 600) print('timespan=', timespan) with weewx.manager.Manager.open(archive_sqlite) as db_manager: interpolate_dict = { 'aggregate_type': 'diff', 'obs_type': 'ch8_a_energy2', 'table_name': db_manager.table_name, 'start': timespan.start, 'stop': timespan.stop, } SQL_TEMPLATE = "SELECT (ch8_a_energy2 - (SELECT ch8_a_energy2 FROM archive WHERE dateTime=%(start)s)) / (%(stop)s - %(start)s) FROM archive WHERE dateTime=%(stop)s;" SQL_TEMPLATE = """Select a.dateTime as StartTime , b.dateTime as EndTime , b.dateTime-a.dateTime as TimeChange , b.ch8_a_energy2-a.ch8_a_energy2 as ValueChange FROM archive a Inner Join archive b ON b.dateTime>=1573245000 AND b.dateTime<=(1573245000 + 600)""" SQL_TEMPLATE = """Select a.dateTime as StartTime, b.datetime as EndTime, b.dateTime-a.dateTime as TimeChange, b.ch8_a_energy2-a.ch8_a_energy2 as ValueChange FROM archive a, archive b WHERE b.dateTime = (Select MAX(c.dateTime) FROM archive c WHERE c.dateTime<=(1573245000+600)) AND a.dateTime = (SELECT MIN(dateTime) FROM archive WHERE dateTime>=1573245000);""" SQL_TEMPLATE = """Select a.dateTime as StartTime, b.datetime as EndTime, b.dateTime-a.dateTime as TimeChange, b.ch8_a_energy2-a.ch8_a_energy2 as ValueChange FROM archive a, archive b WHERE b.dateTime = (Select MAX(dateTime) FROM archive WHERE dateTime<=(1573245000+600)) AND a.dateTime = (SELECT MIN(dateTime) FROM archive WHERE dateTime>=1573245000);""" SQL_TEMPLATE = "SELECT (b.%(obs_type)s - a.%(obs_type)s) / (b.dateTime-a.dateTime) "\ "FROM archive a, archive b "\ "WHERE b.dateTime = (SELECT MAX(dateTime) FROM archive WHERE dateTime <= %(stop)s) "\ "AND a.dateTime = (SELECT MIN(dateTime) FROM archive WHERE dateTime >= %(start)s);" sql_stmt = SQL_TEMPLATE % interpolate_dict print(sql_stmt) # Get the number of records with db_manager.connection.cursor() as cursor: for row in cursor.execute(sql_stmt): print(row)
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 2,648
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom __future__ import print_function\nimport time\n\nimport weeutil.weeutil\nimport weewx.manager\nimport weewx.xtypes\n\narchive_sqlite = {'database_name': '/home/weewx/archive/weepwr.sdb', 'driver': 'weedb.sqlite'}\narchive_mysql = {'database_name': 'weewx', 'user': 'weewx', 'password': 'weewx', 'driver': 'weedb.mysql'}\n\nsql_str = \"SELECT %s(%s), MIN(usUnits), MAX(usUnits) FROM %s \" \\\n \"WHERE dateTime > ? AND dateTime <= ?\" % ('avg', 'outTemp', 'archive')\n\ntimespan = weeutil.weeutil.TimeSpan(1573245000, 1573246800)\ntimespan = weeutil.weeutil.TimeSpan(1573245000, 1573245000 + 600)\nprint('timespan=', timespan)\n\nwith weewx.manager.Manager.open(archive_sqlite) as db_manager:\n interpolate_dict = {\n 'aggregate_type': 'diff',\n 'obs_type': 'ch8_a_energy2',\n 'table_name': db_manager.table_name,\n 'start': timespan.start,\n 'stop': timespan.stop,\n }\n\n SQL_TEMPLATE = \"SELECT (ch8_a_energy2 - (SELECT ch8_a_energy2 FROM archive WHERE dateTime=%(start)s)) / (%(stop)s - %(start)s) FROM archive WHERE dateTime=%(stop)s;\"\n SQL_TEMPLATE = \"\"\"Select a.dateTime as StartTime\n , b.dateTime as EndTime\n , b.dateTime-a.dateTime as TimeChange\n , b.ch8_a_energy2-a.ch8_a_energy2 as ValueChange\n FROM archive a \n Inner Join archive b ON b.dateTime>=1573245000 AND b.dateTime<=(1573245000 + 600)\"\"\"\n\n SQL_TEMPLATE = \"\"\"Select a.dateTime as StartTime, b.datetime as EndTime, b.dateTime-a.dateTime as TimeChange, b.ch8_a_energy2-a.ch8_a_energy2 as ValueChange\nFROM archive a, archive b WHERE b.dateTime = (Select MAX(c.dateTime) FROM archive c WHERE c.dateTime<=(1573245000+600)) AND a.dateTime = (SELECT MIN(dateTime) FROM archive WHERE dateTime>=1573245000);\"\"\"\n\n SQL_TEMPLATE = \"\"\"Select a.dateTime as StartTime, b.datetime as EndTime, b.dateTime-a.dateTime as TimeChange, b.ch8_a_energy2-a.ch8_a_energy2 as ValueChange\n FROM archive a, archive b WHERE b.dateTime = (Select MAX(dateTime) FROM archive WHERE dateTime<=(1573245000+600)) AND a.dateTime = (SELECT MIN(dateTime) FROM archive WHERE dateTime>=1573245000);\"\"\"\n\n SQL_TEMPLATE = \"SELECT (b.%(obs_type)s - a.%(obs_type)s) / (b.dateTime-a.dateTime) \"\\\n \"FROM archive a, archive b \"\\\n \"WHERE b.dateTime = (SELECT MAX(dateTime) FROM archive WHERE dateTime <= %(stop)s) \"\\\n \"AND a.dateTime = (SELECT MIN(dateTime) FROM archive WHERE dateTime >= %(start)s);\"\n\n sql_stmt = SQL_TEMPLATE % interpolate_dict\n print(sql_stmt)\n # Get the number of records\n with db_manager.connection.cursor() as cursor:\n for row in cursor.execute(sql_stmt):\n print(row)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
1614bfb3f4849c9afe583c49f1da9a5698654285
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env pytest-3 from fastapi.testclient import TestClient from fast_lemon_api import app def test_get_root(): response = client.get("/") assert response.status_code == 200 assert response.text == "Welcome to the fast-lemon-api!\n" neworder = { "isin": "blablablabla", "limit_price": 0.2, "side": "buy", "quantity": 1, "valid_until": 1996943663, "status": "open" } order_id = None def test_post_orders1(): response = client.post('/orders/', json={ "isin": "blablablabla", "limit_price": 0.2, "side": "buy", "quantity": 1, "valid_until": 1996943663, }) assert response.status_code == 201 j = response.json() #print(repr(j)) order_id = j.pop('uuid') assert j == neworder #assert 0 def test_post_orders2(): response = client.post('/orders/', json={ "isin": "blablabla", "limit_price": 0.2, "side": "buy", "quantity": 1, "valid_until": 1996950863 }) assert response.status_code == 422 assert response.json() == {
|
'detail': [{ 'loc': ['body', 'isin'], 'msg': 'ensure this value has at least 12 characters', 'type': 'value_error.any_str.min_length', 'ctx': { 'limit_value': 12 } }] } def test_post_orders3(): response = client.post('/orders/', json={ "isin": "blablablablabla", "limit_price": 0.2, "side": "buy", "quantity": 1, "valid_until": 1996950863 }) assert response.status_code == 422 assert response.json() == { 'detail': [{ 'ctx': { 'limit_value': 12 }, 'loc': ['body', 'isin'], 'msg': 'ensure this value has at most 12 characters', 'type': 'value_error.any_str.max_length' }] } ... [5 more functiondefs truncated] ...
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 4
| 0
| 2,457
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env pytest-3\n\nfrom fastapi.testclient import TestClient\n\nfrom fast_lemon_api import app\n\ndef test_get_root():\n response = client.get(\"/\")\n assert response.status_code == 200\n assert response.text == \"Welcome to the fast-lemon-api!\\n\"\n\n\nneworder = {\n \"isin\": \"blablablabla\",\n \"limit_price\": 0.2,\n \"side\": \"buy\",\n \"quantity\": 1,\n \"valid_until\": 1996943663,\n \"status\": \"open\"\n}\n\norder_id = None\n\n\ndef test_post_orders1():\n response = client.post('/orders/',\n json={\n \"isin\": \"blablablabla\",\n \"limit_price\": 0.2,\n \"side\": \"buy\",\n \"quantity\": 1,\n \"valid_until\": 1996943663,\n })\n assert response.status_code == 201\n j = response.json()\n #print(repr(j))\n order_id = j.pop('uuid')\n assert j == neworder\n #assert 0\n\n\ndef test_post_orders2():\n response = client.post('/orders/',\n json={\n \"isin\": \"blablabla\",\n \"limit_price\": 0.2,\n \"side\": \"buy\",\n \"quantity\": 1,\n \"valid_until\": 1996950863\n })\n assert response.status_code == 422\n assert response.json() == {"}, {"role": "assistant", "content": "\n 'detail': [{\n 'loc': ['body', 'isin'],\n 'msg': 'ensure this value has at least 12 characters',\n 'type': 'value_error.any_str.min_length',\n 'ctx': {\n 'limit_value': 12\n }\n }]\n }\n\n\ndef test_post_orders3():\n response = client.post('/orders/',\n json={\n \"isin\": \"blablablablabla\",\n \"limit_price\": 0.2,\n \"side\": \"buy\",\n \"quantity\": 1,\n \"valid_until\": 1996950863\n })\n assert response.status_code == 422\n assert response.json() == {\n 'detail': [{\n 'ctx': {\n 'limit_value': 12\n },\n 'loc': ['body', 'isin'],\n 'msg': 'ensure this value has at most 12 characters',\n 'type': 'value_error.any_str.max_length'\n }]\n }\n\n\n\n ... [5 more functiondefs truncated] ..."}]
| false
| null | null | null |
16156ec4833837e6239f5128828011fb974363b0
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/bin/python2 import collections import re import subprocess ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: import sys ... [1 more functiondefs truncated] ...
|
beginner
|
data_processing
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 62
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/bin/python2\n\nimport collections\nimport re\nimport subprocess\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:\nimport sys\n\n\n ... [1 more functiondefs truncated] ..."}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
1616161b4c2c7495b51d0bf323d5ee79ad27b64f
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright 2016 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== class AffineScalarBijectorTest(test.TestCase): """Tests correctness of the Y = scale @ x + shift transformation.""" def testProperties(self): with self.test_session(): mu = -1. # scale corresponds to 1. bijector = AffineScalar(shift=mu) self.assertEqual("affine_scalar", bijector.name) def testNoBatchScalar(self): with self.test_session() as sess: def static_run(fun, x): return fun(x).eval() def dynamic_run(fun, x_value): x_value = np.array(x_value) x = array_ops.placeholder(dtypes.float32, name="x") return sess.run(fun(x), feed_dict={x: x_value}) for run in (static_run, dynamic_run): mu = -1. # Corresponds to scale = 2 bijector = AffineScalar(shift=mu, scale=2.) x = [1., 2, 3] # Three scalar samples (no batches). self.assertAllClose([1., 3, 5], run(bijector.forward, x)) self.assertAllClose([1., 1.5, 2.], run(bijector.inverse, x)) self.assertAllClose([-np.log(2.)] * 3, run(bijector.inverse_log_det_jacobian, x))
|
def testOneBatchScalarViaIdentityIn64BitUserProvidesShiftOnly(self): with self.test_session() as sess: def static_run(fun, x): return fun(x).eval() def dynamic_run(fun, x_value): x_value = np.array(x_value).astype(np.float64) x = array_ops.placeholder(dtypes.float64, name="x") return sess.run(fun(x), feed_dict={x: x_value}) for run in (static_run, dynamic_run): mu = np.float64([1.]) # One batch, scalar. # Corresponds to scale = 1. bijector = AffineScalar(shift=mu) x = np.float64([1.]) # One sample from one batches. self.assertAllClose([2.], run(bijector.forward, x)) self.assertAllClose([0.], run(bijector.inverse, x)) self.assertAllClose([0.], run(bijector.inverse_log_det_jacobian, x)) def testOneBatchScalarViaIdentityIn64BitUserProvidesScaleOnly(self): with self.test_session() as sess: def static_run(fun, x): return fun(x).eval() ... [8 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 9
| 1
| 2,828
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2016 The TensorFlow Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ==============================================================================\nclass AffineScalarBijectorTest(test.TestCase):\n \"\"\"Tests correctness of the Y = scale @ x + shift transformation.\"\"\"\n\n def testProperties(self):\n with self.test_session():\n mu = -1.\n # scale corresponds to 1.\n bijector = AffineScalar(shift=mu)\n self.assertEqual(\"affine_scalar\", bijector.name)\n\n def testNoBatchScalar(self):\n with self.test_session() as sess:\n\n def static_run(fun, x):\n return fun(x).eval()\n\n def dynamic_run(fun, x_value):\n x_value = np.array(x_value)\n x = array_ops.placeholder(dtypes.float32, name=\"x\")\n return sess.run(fun(x), feed_dict={x: x_value})\n\n for run in (static_run, dynamic_run):\n mu = -1.\n # Corresponds to scale = 2\n bijector = AffineScalar(shift=mu, scale=2.)\n x = [1., 2, 3] # Three scalar samples (no batches).\n self.assertAllClose([1., 3, 5], run(bijector.forward, x))\n self.assertAllClose([1., 1.5, 2.], run(bijector.inverse, x))\n self.assertAllClose([-np.log(2.)] * 3,\n run(bijector.inverse_log_det_jacobian, x))"}, {"role": "assistant", "content": "\n\n def testOneBatchScalarViaIdentityIn64BitUserProvidesShiftOnly(self):\n with self.test_session() as sess:\n\n def static_run(fun, x):\n return fun(x).eval()\n\n def dynamic_run(fun, x_value):\n x_value = np.array(x_value).astype(np.float64)\n x = array_ops.placeholder(dtypes.float64, name=\"x\")\n return sess.run(fun(x), feed_dict={x: x_value})\n\n for run in (static_run, dynamic_run):\n mu = np.float64([1.])\n # One batch, scalar.\n # Corresponds to scale = 1.\n bijector = AffineScalar(shift=mu)\n x = np.float64([1.]) # One sample from one batches.\n self.assertAllClose([2.], run(bijector.forward, x))\n self.assertAllClose([0.], run(bijector.inverse, x))\n self.assertAllClose([0.], run(bijector.inverse_log_det_jacobian, x))\n\n def testOneBatchScalarViaIdentityIn64BitUserProvidesScaleOnly(self):\n with self.test_session() as sess:\n\n def static_run(fun, x):\n return fun(x).eval()\n\n\n ... [8 more functiondefs truncated] ..."}]
| false
| null | null | null |
16173a166fd943413345036df12245c2a4ab8343
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os import subprocess import json import urllib.request from mule.util import os_util from mule.util import file_util from mule.util import time_util from mule.util import s3_util from mule.util import semver_util import platform def build_algo_release_url(package_type, channel, os_type, cpu_arch_type, package_version): return f"https://algorand-releases.s3.amazonaws.com/channel/{channel}/{package_type}_{channel}_{os_type}-{cpu_arch_type}_{package_version}.tar.gz" def get_latest_package_version(package_type, channel, os_type, cpu_arch_type): os_type = os_util.get_os_type() cpu_arch_type = os_util.get_cpu_arch_type() package_keys = list(s3_util.get_matching_s3_keys(
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 18 - expected ')' • Unclosed '(' at line 18 - expected ')' Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 697
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport subprocess\nimport json\nimport urllib.request\nfrom mule.util import os_util\nfrom mule.util import file_util\nfrom mule.util import time_util\nfrom mule.util import s3_util\nfrom mule.util import semver_util\nimport platform\n\ndef build_algo_release_url(package_type, channel, os_type, cpu_arch_type, package_version):\n return f\"https://algorand-releases.s3.amazonaws.com/channel/{channel}/{package_type}_{channel}_{os_type}-{cpu_arch_type}_{package_version}.tar.gz\"\n\ndef get_latest_package_version(package_type, channel, os_type, cpu_arch_type):\n os_type = os_util.get_os_type()\n cpu_arch_type = os_util.get_cpu_arch_type()\n package_keys = list(s3_util.get_matching_s3_keys("}, {"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 18 - expected ')'\n \u2022 Unclosed '(' at line 18 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
161805dd743777711d517821e54c4fec5cc46ec8
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """ The ``ui.ScrollPanel`` class implements a panel that scrolls its contents. If you want the scroll bars to be always visible, call ``setAlwaysShowScrollBars(True)``. You can also change the current scrolling position programmatically by calling ``setScrollPosition(vPos)`` and ``setScrollHorizontalPosition(hPos)`` to change the horizontal and vertical scrolling position, respectively. It is in the nature of a scrollpanel that if you give it a relative size, it will not work. This makes it tricky to use it where you want it to fill out a parent widget of unknown size. To avoid this problem you will have to wrap its content in a SimplePanel and then use css/oveflow to control its behaviour as shown in the second example: "container" represents the parent widget that could be any absolute or relative size and the superscrollpanel will fill it out and apply vertical scrollbars if needed. """ from pyjamas.ui.SimplePanel import SimplePanel from pyjamas.ui.ScrollPanel import ScrollPanel from pyjamas.ui.HTML import HTML from pyjamas.ui.VerticalPanel import VerticalPanel class ScrollPanelDemo(SimplePanel): def __init__(self): SimplePanel.__init__(self) vert = VerticalPanel() vert.setSpacing("10px") self.add(vert) panel = ScrollPanel(Size=("300px", "100px")) contents = HTML("<b>Tao Te Ching, Chapter One</b><p>" + "The Way that can be told of is not an unvarying " + "way;<p>The names that can be named are not " + "unvarying names.<p>It was from the Nameless that " + "Heaven and Earth sprang;<p>The named is but the " + ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: "mother that rears the ten thousand creatures, " + "each after its kind.") panel.add(contents) vert.add(panel)
|
advanced
|
ui
|
incomplete_code
|
Pythoncode:Python
| 2
| 2
| 1,697
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"\nThe ``ui.ScrollPanel`` class implements a panel that scrolls its contents.\n\nIf you want the scroll bars to be always visible, call\n``setAlwaysShowScrollBars(True)``. You can also change the current scrolling\nposition programmatically by calling ``setScrollPosition(vPos)`` and\n``setScrollHorizontalPosition(hPos)`` to change the horizontal and vertical\nscrolling position, respectively.\n\nIt is in the nature of a scrollpanel that if you give it a relative size, it will not work.\nThis makes it tricky to use it where you want it to fill out a parent widget of unknown size.\nTo avoid this problem you will have to wrap its content in a SimplePanel and\nthen use css/oveflow to control its behaviour as shown in the second example:\n\"container\" represents the parent widget that could be any absolute or relative size and\nthe superscrollpanel will fill it out and apply vertical scrollbars if needed.\n\"\"\"\nfrom pyjamas.ui.SimplePanel import SimplePanel\nfrom pyjamas.ui.ScrollPanel import ScrollPanel\nfrom pyjamas.ui.HTML import HTML\nfrom pyjamas.ui.VerticalPanel import VerticalPanel\n\n\nclass ScrollPanelDemo(SimplePanel):\n def __init__(self):\n SimplePanel.__init__(self)\n vert = VerticalPanel()\n vert.setSpacing(\"10px\")\n self.add(vert)\n \n panel = ScrollPanel(Size=(\"300px\", \"100px\"))\n\n contents = HTML(\"<b>Tao Te Ching, Chapter One</b><p>\" +\n \"The Way that can be told of is not an unvarying \" +\n \"way;<p>The names that can be named are not \" +\n \"unvarying names.<p>It was from the Nameless that \" +\n \"Heaven and Earth sprang;<p>The named is but the \" +\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 \"mother that rears the ten thousand creatures, \" +\n \"each after its kind.\")\n panel.add(contents)\n vert.add(panel)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
161931efe310b9554c601df989d24d47e0bdfff9
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python3 # May you recognize your weaknesses and share your strengths. # May you share freely, never taking more than you give. # May you find love and love everyone you find. import re import time import whois phone_spellable = re.compile(r'^[filoqrsuwxy]+$') candidate_words = [] with open('/usr/share/dict/words') as f: for word in f: word = word.strip() if phone_spellable.match(word): candidate_words.append((len(word), word)) candidate_words.sort() for word in candidate_words: query = False while query is False: try: query = whois.query('%s.com' % word[1]) except: print("Sleeping five seconds...") time.sleep(5) if not query: print(word)
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 18 Unexpected indentation at line 25 Unexpected indentation at line 28 Unexpected indentation at line 30 Unexpected indentation at line 31 Bare 'except:' catches all exceptions - be specific ✨ Improvements: Remove debug print() at line 29 before production Remove debug print() at line 32 before production
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 0
| 0
| 772
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n# May you recognize your weaknesses and share your strengths.\n# May you share freely, never taking more than you give.\n# May you find love and love everyone you find.\n\nimport re\nimport time\n\nimport whois\n\nphone_spellable = re.compile(r'^[filoqrsuwxy]+$')\n\ncandidate_words = []\nwith open('/usr/share/dict/words') as f:\n for word in f:\n word = word.strip()\n if phone_spellable.match(word):\n candidate_words.append((len(word), word))\n\ncandidate_words.sort()\n\nfor word in candidate_words:\n query = False\n while query is False:\n try:\n query = whois.query('%s.com' % word[1])\n except:\n print(\"Sleeping five seconds...\")\n time.sleep(5)\n if not query:\n print(word)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 18\n Unexpected indentation at line 25\n Unexpected indentation at line 28\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Bare 'except:' catches all exceptions - be specific\n\n\u2728 Improvements:\n Remove debug print() at line 29 before production\n Remove debug print() at line 32 before production"}]
| false
| null | null | null |
1619ba2c67e7c086f7e9ae9363f2ebb460f2febc
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: class ElevatorTestCaseList: ''' This class builds a test case list out of the configuration and holds it during the runtime ''' def __init__(self, config): self.config = config self.CallGoTCList = [] ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 2 Invalid syntax at line 12: ... [1 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 8 ✨ Improvements: Complete the expression on the last line Add closing quote at line 2 Review syntax near the error location
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 1
| 1
| 268
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nclass ElevatorTestCaseList:\n '''\n This class builds a test case list out of the configuration\n and holds it during the runtime \n '''\n def __init__(self, config):\n self.config = config\n self.CallGoTCList = []\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 2\n Invalid syntax at line 12: ... [1 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 8\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"}]
| false
| null | null | null |
161a0260062e641dc32fc774ac4b854148c5381e
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from django.utils.translation import ugettext from django.views.decorators.http import require_POST from django.http import JsonResponse from django.shortcuts import render from django.core.exceptions import ValidationError from django.views.decorators.csrf import csrf_exempt from cart.lib import get_cart from cart.forms import SelectProductForm, SetQtyForm @require_POST def _cart_action_view(request, action_factory, form_class, message): form = form_class(data=request.POST) if not form.is_valid(): return JsonResponse({'message': form.errors.as_json()}, status=403) cart = get_cart(request) try: result = action_factory(cart, form.cleaned_data) except ValidationError as e: return JsonResponse({'message': ', '.join(e.messages)}, status=403) return JsonResponse({ 'message': message, 'result': result, 'total': cart.printable_total }) def add(request): return _cart_action_view( request, action_factory=lambda cart, data: cart.add(**data), form_class=SelectProductForm, message=ugettext('Product added to cart') ) def remove(request): return _cart_action_view( request, action_factory=lambda cart, data: cart.remove(**data), form_class=SelectProductForm, message=ugettext('Product removed from cart') ) def get_modal(request): cart = get_cart(request) return render(request, 'cart/modal.html', {'cart': cart}) @csrf_exempt def set_qty(request): return _cart_action_view( request, action_factory=lambda cart, data: cart.set_qty(**data), form_class=SetQtyForm, message=ugettext('Quantity updated') )
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 5
| 0
| 1,725
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\nfrom django.utils.translation import ugettext\nfrom django.views.decorators.http import require_POST\nfrom django.http import JsonResponse\nfrom django.shortcuts import render\nfrom django.core.exceptions import ValidationError\nfrom django.views.decorators.csrf import csrf_exempt\n\nfrom cart.lib import get_cart\nfrom cart.forms import SelectProductForm, SetQtyForm\n\n\n@require_POST\ndef _cart_action_view(request, action_factory, form_class, message):\n\n form = form_class(data=request.POST)\n\n if not form.is_valid():\n return JsonResponse({'message': form.errors.as_json()}, status=403)\n\n cart = get_cart(request)\n\n try:\n result = action_factory(cart, form.cleaned_data)\n except ValidationError as e:\n return JsonResponse({'message': ', '.join(e.messages)}, status=403)\n\n return JsonResponse({\n 'message': message,\n 'result': result,\n 'total': cart.printable_total\n })\n\n\ndef add(request):\n return _cart_action_view(\n request,\n action_factory=lambda cart, data: cart.add(**data),\n form_class=SelectProductForm,\n message=ugettext('Product added to cart')\n )\n\n\ndef remove(request):\n return _cart_action_view(\n request,\n action_factory=lambda cart, data: cart.remove(**data),\n form_class=SelectProductForm,\n message=ugettext('Product removed from cart')\n )\n\n\ndef get_modal(request):\n cart = get_cart(request)\n return render(request, 'cart/modal.html', {'cart': cart})\n\n\n@csrf_exempt\ndef set_qty(request):\n return _cart_action_view(\n request,\n action_factory=lambda cart, data: cart.set_qty(**data),\n form_class=SetQtyForm,\n message=ugettext('Quantity updated')\n )"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
161a66975b57933d5f14b6a51378ceceb0ae3ebd
|
TheStack--python--000.parquet
|
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