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Fill in the in this Pythoncode:Python code: from gtrain import Model import numpy as np import tensorflow as tf class NetForHypinv(Model): """ Implementaion of the crutial function for the HypINV algorithm. Warning: Do not use this class but implement its subclass, for example see FCNetForHypinv """ def __init__(self, weights): self.eval_session = None self.grad_session = None self.initial_x = None self.center = None self.weights = weights self.out_for_eval = None #(going to be filled in build_for_eval method) self.boundary_out_for_eval = None self.trained_x = None self.training_class_index = None self.x = None # tf variable for inversion (going to be filled in build method) self.x_for_eval = None self.out = None self.boundary_out = None # list of tf tensorf for each class of softmax class vs others output self.loss = None self.boundary_loss = None self.t = None #target self.boundary_t = None self.x1 = None # this attribute is used of purposes of modified loss function def __del__(self): # close arr sessions if self.eval_session: self.eval_session.close() if self.grad_session: self.grad_session.close() def set_initial_x(self, initial_x): # sets starting point for the search of the closest point self.initial_x = initial_x def set_center(self, center): # sets center point self.center = center / np.linalg.norm(center) # Complete this line # sets x1 to which we want to found the cosest point x0 self.x1 = x1 def has_modified_loss(self): pass # if uses modified loss then it returns true def set_initial_x_in_session(self, x, session=None): # sets initial x in certain session if session is None: self.set_initial_x(x) else: pass # overide this method def eval(self, x): if len(x.shape) == 1: x = x.reshape((1,len(x))) if not self.eval_session: self.eval_session = tf.Session() with self.eval_session.as_default(): self.build_for_eval() self.eval_session.run(tf.global_variables_initializer()) return self.eval_session.run(self.out_for_eval, {self.x_for_eval: x}) def boundary_eval(self, x, class_index): # evaluates binary classificaitons class_index and other classes if not self.eval_session: self.eval_session = tf.Session() with self.eval_session.as_default(): self.build_for_eval() self.eval_session.run(tf.global_variables_initializer()) return self.eval_session.run(self.boundary_out_for_eval[class_index], {self.x_for_eval: x}) ... [25 more functiondefs truncated] ...
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The missing line is: def set_x1(self, x1):
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advanced
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database
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fill_in_the_blank
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Pythoncode:Python
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom gtrain import Model\nimport numpy as np\nimport tensorflow as tf\n\n\nclass NetForHypinv(Model):\n \"\"\"\n Implementaion of the crutial function for the HypINV algorithm.\n Warning: Do not use this class but implement its subclass, for example see FCNetForHypinv\n \"\"\"\n def __init__(self, weights):\n self.eval_session = None\n self.grad_session = None\n self.initial_x = None\n self.center = None\n self.weights = weights\n self.out_for_eval = None #(going to be filled in build_for_eval method)\n self.boundary_out_for_eval = None\n self.trained_x = None\n self.training_class_index = None\n self.x = None # tf variable for inversion (going to be filled in build method)\n self.x_for_eval = None\n self.out = None\n self.boundary_out = None # list of tf tensorf for each class of softmax class vs others output\n self.loss = None\n self.boundary_loss = None\n self.t = None #target\n self.boundary_t = None\n self.x1 = None # this attribute is used of purposes of modified loss function\n\n\n def __del__(self):\n # close arr sessions\n if self.eval_session:\n self.eval_session.close()\n if self.grad_session:\n self.grad_session.close()\n\n def set_initial_x(self, initial_x):\n # sets starting point for the search of the closest point\n self.initial_x = initial_x\n\n def set_center(self, center):\n # sets center point\n self.center = center / np.linalg.norm(center)\n\n # Complete this line\n # sets x1 to which we want to found the cosest point x0\n self.x1 = x1\n\n def has_modified_loss(self):\n pass # if uses modified loss then it returns true\n\n def set_initial_x_in_session(self, x, session=None):\n # sets initial x in certain session\n if session is None:\n self.set_initial_x(x)\n else:\n pass # overide this method\n\n def eval(self, x):\n if len(x.shape) == 1:\n x = x.reshape((1,len(x)))\n if not self.eval_session:\n self.eval_session = tf.Session()\n with self.eval_session.as_default():\n self.build_for_eval()\n self.eval_session.run(tf.global_variables_initializer())\n return self.eval_session.run(self.out_for_eval, {self.x_for_eval: x})\n\n def boundary_eval(self, x, class_index):\n # evaluates binary classificaitons class_index and other classes\n if not self.eval_session:\n self.eval_session = tf.Session()\n with self.eval_session.as_default():\n self.build_for_eval()\n self.eval_session.run(tf.global_variables_initializer())\n return self.eval_session.run(self.boundary_out_for_eval[class_index], {self.x_for_eval: x})\n\n\n ... [25 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n def set_x1(self, x1):"}]
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0a82a3ff8df3d7d05c880b80e09b0d2ae4679de0
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: from ..factory import Method ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: class getChatMember(Method): chat_id = None # type: "int53" user_id = None # type: "int32"
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beginner
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oop
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incomplete_code
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Pythoncode:Python
| 0
| 1
| 30
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom ..factory import Method\n\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:\nclass getChatMember(Method):\n\tchat_id = None # type: \"int53\"\n\tuser_id = None # type: \"int32\""}]
| true
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syntax
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HARD_CUT
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CRITICAL
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0a8392531b265c3630ab7efd862cf9bb543e8116
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: import numpy from keras.preprocessing import sequence from keras.preprocessing.text import Tokenizer from src.support import support class PhraseManager: def __init__(self, configuration): self.train_phrases, self.train_labels = self._read_train_phrases() self.test_phrases, self.test_labels = self._read_test_phrases() self.configuration = configuration self.tokenizer = None def get_phrases_train(self): return self.train_phrases, self.train_labels def get_phrases_test(self): return self.test_phrases, self.test_labels def get_dataset(self, level = None): if level == support.WORD_LEVEL: return self._word_process(self.configuration[support.WORD_MAX_LENGTH]) elif level == support.CHAR_LEVEL: return self._char_process(self.configuration[support.CHAR_MAX_LENGTH]) else: return self.train_phrases, self.train_labels, self.test_phrases, self.test_labels def _word_process(self, word_max_length): tokenizer = Tokenizer(num_words=self.configuration[support.QUANTITY_WORDS]) tokenizer.fit_on_texts(self.train_phrases) x_train_sequence = tokenizer.texts_to_sequences(self.train_phrases) x_test_sequence = tokenizer.texts_to_sequences(self.test_phrases) x_train = sequence.pad_sequences(x_train_sequence, maxlen=word_max_length, padding='post', truncating='post') x_test = sequence.pad_sequences(x_test_sequence, maxlen=word_max_length, padding='post', truncating='post') y_train = numpy.array(self.train_labels) y_test = numpy.array(self.test_labels) return x_train, y_train, x_test, y_test def _char_process(self, max_length): embedding_w, embedding_dic = self._onehot_dic_build() x_train = [] for i in range(len(self.train_phrases)): doc_vec = self._doc_process(self.train_phrases[i].lower(), embedding_dic, max_length) x_train.append(doc_vec) x_train = numpy.asarray(x_train, dtype='int64') y_train = numpy.array(self.train_labels, dtype='float32') x_test = [] for i in range(len( self.test_phrases)): doc_vec = self._doc_process( self.test_phrases[i].lower(), embedding_dic, max_length) x_test.append(doc_vec) x_test = numpy.asarray(x_test, dtype='int64') y_test = numpy.array(self.test_labels, dtype='float32') del embedding_w, embedding_dic return x_train, y_train, x_test, y_test ... [14 more functiondefs truncated] ...
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Functions: __init__, get_phrases_train, get_phrases_test, get_dataset, _word_process Classes: PhraseManager This code demonstrates Pythoncode:Python programming.
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advanced
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testing
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code_explanation
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Pythoncode:Python
| 6
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport numpy\n\nfrom keras.preprocessing import sequence\nfrom keras.preprocessing.text import Tokenizer\nfrom src.support import support\n\n\nclass PhraseManager:\n\n def __init__(self, configuration):\n self.train_phrases, self.train_labels = self._read_train_phrases()\n self.test_phrases, self.test_labels = self._read_test_phrases()\n self.configuration = configuration\n self.tokenizer = None\n\n def get_phrases_train(self):\n return self.train_phrases, self.train_labels\n\n def get_phrases_test(self):\n return self.test_phrases, self.test_labels\n\n def get_dataset(self, level = None):\n if level == support.WORD_LEVEL:\n return self._word_process(self.configuration[support.WORD_MAX_LENGTH])\n\n elif level == support.CHAR_LEVEL:\n return self._char_process(self.configuration[support.CHAR_MAX_LENGTH])\n\n else:\n return self.train_phrases, self.train_labels, self.test_phrases, self.test_labels\n\n def _word_process(self, word_max_length):\n tokenizer = Tokenizer(num_words=self.configuration[support.QUANTITY_WORDS])\n tokenizer.fit_on_texts(self.train_phrases)\n x_train_sequence = tokenizer.texts_to_sequences(self.train_phrases)\n x_test_sequence = tokenizer.texts_to_sequences(self.test_phrases)\n x_train = sequence.pad_sequences(x_train_sequence, maxlen=word_max_length, padding='post', truncating='post')\n x_test = sequence.pad_sequences(x_test_sequence, maxlen=word_max_length, padding='post', truncating='post')\n y_train = numpy.array(self.train_labels)\n y_test = numpy.array(self.test_labels)\n return x_train, y_train, x_test, y_test\n\n def _char_process(self, max_length):\n embedding_w, embedding_dic = self._onehot_dic_build()\n x_train = []\n for i in range(len(self.train_phrases)):\n doc_vec = self._doc_process(self.train_phrases[i].lower(), embedding_dic, max_length)\n x_train.append(doc_vec)\n\n x_train = numpy.asarray(x_train, dtype='int64')\n y_train = numpy.array(self.train_labels, dtype='float32')\n\n x_test = []\n for i in range(len( self.test_phrases)):\n doc_vec = self._doc_process( self.test_phrases[i].lower(), embedding_dic, max_length)\n x_test.append(doc_vec)\n x_test = numpy.asarray(x_test, dtype='int64')\n y_test = numpy.array(self.test_labels, dtype='float32')\n del embedding_w, embedding_dic\n return x_train, y_train, x_test, y_test\n\n\n ... [14 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, get_phrases_train, get_phrases_test, get_dataset, _word_process\n Classes: PhraseManager\n This code demonstrates Pythoncode:Python programming."}]
| false
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0a83eff7c2dc361748d280106f49c290cfe4b19f
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: from setuptools import setup version = "1.0.0" long_description = """ PayPalHttp is a generic http client designed to be used with code-generated projects. """ setup( name="paypalhttp", long_description=long_description, version=version, author="PayPal", packages=["paypalhttp", "paypalhttp/testutils", "paypalhttp/serializers"], install_requires=['requests>=2.0.0', 'six>=1.0.0', 'pyopenssl>=0.15'], license="MIT", classifiers=[ 'Intended Audience :: Developers', 'Natural Language :: English', 'Operating System :: OS Independent', 'Programming Language :: Python', 'Programming Language :: Python :: 2', 'Programming Language :: Python :: 2.6', 'Programming Language :: Python :: 2.7', 'Programming Language :: Python :: 3', 'Programming Language :: Python :: 3.3', 'Programming Language :: Python :: 3.4', 'Programming Language :: Python :: 3.5', 'Programming Language :: Python :: 3.7', 'Programming Language :: Python :: Implementation :: PyPy', 'Topic :: Software Development :: Libraries :: Python Modules' ], )
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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 11 Unexpected indentation at line 12 💡 Suggestions: Add closing quote at line 5
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intermediate
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testing
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debugging
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Pythoncode:Python
| 0
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| 1,172
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom setuptools import setup\n\nversion = \"1.0.0\"\n\nlong_description = \"\"\"\n\tPayPalHttp is a generic http client designed to be used with code-generated projects.\n\"\"\"\n\nsetup(\n name=\"paypalhttp\",\n long_description=long_description,\n version=version,\n author=\"PayPal\",\n packages=[\"paypalhttp\", \"paypalhttp/testutils\", \"paypalhttp/serializers\"],\n install_requires=['requests>=2.0.0', 'six>=1.0.0', 'pyopenssl>=0.15'],\n license=\"MIT\",\n classifiers=[\n 'Intended Audience :: Developers',\n 'Natural Language :: English',\n 'Operating System :: OS Independent',\n 'Programming Language :: Python',\n 'Programming Language :: Python :: 2',\n 'Programming Language :: Python :: 2.6',\n 'Programming Language :: Python :: 2.7',\n 'Programming Language :: Python :: 3',\n 'Programming Language :: Python :: 3.3',\n 'Programming Language :: Python :: 3.4',\n 'Programming Language :: Python :: 3.5',\n 'Programming Language :: Python :: 3.7',\n 'Programming Language :: Python :: Implementation :: PyPy',\n 'Topic :: Software Development :: Libraries :: Python Modules'\n ],\n)"}, {"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 11\n Unexpected indentation at line 12\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 5"}]
| false
| null | null | null |
0a842caaf70906bbc1cf4b3a4ba3ba9841f2aa9c
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # coding: utf-8 # # Copyright 2022 :Barry-Thomas-Paul: Moss # # 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 ...lo.xml.attribute import Attribute as Attribute from ...lo.xml.attribute_container import AttributeContainer as AttributeContainer from ...lo.xml.attribute_data import AttributeData as AttributeData from ...lo.xml.export_filter import ExportFilter as ExportFilter from ...lo.xml.fast_attribute import FastAttribute as FastAttribute from ...lo.xml.import_filter import ImportFilter as ImportFilter from ...lo.xml.namespace_container import NamespaceContainer as NamespaceContainer from ...lo.xml.para_user_defined_attributes_supplier import ParaUserDefinedAttributesSupplier as ParaUserDefinedAttributesSupplier from ...lo.xml.text_user_defined_attributes_supplier import TextUserDefinedAttributesSupplier as TextUserDefinedAttributesSupplier from ...lo.xml.user_defined_attributes_supplier import UserDefinedAttributesSupplier as UserDefinedAttributesSupplier from ...lo.xml.x_export_filter import XExportFilter as XExportFilter from ...lo.xml.x_import_filter import XImportFilter as XImportFilter from ...lo.xml.x_import_filter2 import XImportFilter2 as XImportFilter2 from ...lo.xml.xml_export_filter import XMLExportFilter as XMLExportFilter from ...lo.xml.xml_import_filter import XMLImportFilter as XMLImportFilter
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Code Review: ✨ Improvements: Line 24 too long (130 chars) - break into multiple lines Line 25 too long (130 chars) - break into multiple lines Code looks good! Consider edge cases Add comprehensive tests
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intermediate
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api
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code_review
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Pythoncode:Python
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| 0
| 1,836
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding: utf-8\n#\n# Copyright 2022 :Barry-Thomas-Paul: Moss\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 ...lo.xml.attribute import Attribute as Attribute\nfrom ...lo.xml.attribute_container import AttributeContainer as AttributeContainer\nfrom ...lo.xml.attribute_data import AttributeData as AttributeData\nfrom ...lo.xml.export_filter import ExportFilter as ExportFilter\nfrom ...lo.xml.fast_attribute import FastAttribute as FastAttribute\nfrom ...lo.xml.import_filter import ImportFilter as ImportFilter\nfrom ...lo.xml.namespace_container import NamespaceContainer as NamespaceContainer\nfrom ...lo.xml.para_user_defined_attributes_supplier import ParaUserDefinedAttributesSupplier as ParaUserDefinedAttributesSupplier\nfrom ...lo.xml.text_user_defined_attributes_supplier import TextUserDefinedAttributesSupplier as TextUserDefinedAttributesSupplier\nfrom ...lo.xml.user_defined_attributes_supplier import UserDefinedAttributesSupplier as UserDefinedAttributesSupplier\nfrom ...lo.xml.x_export_filter import XExportFilter as XExportFilter\nfrom ...lo.xml.x_import_filter import XImportFilter as XImportFilter\nfrom ...lo.xml.x_import_filter2 import XImportFilter2 as XImportFilter2\nfrom ...lo.xml.xml_export_filter import XMLExportFilter as XMLExportFilter\nfrom ...lo.xml.xml_import_filter import XMLImportFilter as XMLImportFilter"}, {"role": "assistant", "content": " Code Review:\n\n\n\u2728 Improvements:\n Line 24 too long (130 chars) - break into multiple lines\n Line 25 too long (130 chars) - break into multiple lines\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
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0a8510d776fffba4b52eff1b8a24d1b7d723d4dd
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.9.6 on 2016-09-27 15:35 from __future__ import unicode_literals from django.db import migrations # Complete this line class Migration(migrations.Migration): dependencies = [ ('tasks', '0011_auto_20160919_1508'), ('tasks', '0011_auto_20160920_1019'), ] operations = [ ]
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The missing line is:
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intermediate
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oop
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fill_in_the_blank
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Pythoncode:Python
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.9.6 on 2016-09-27 15:35\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations\n\n # Complete this line\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('tasks', '0011_auto_20160919_1508'),\n ('tasks', '0011_auto_20160920_1019'),\n ]\n\n operations = [\n ]"}, {"role": "assistant", "content": "The missing line is:"}]
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0a854fbf5fe92dd3c9a7f42e69f796c6cc578917
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import numpy as np from sklearn.metrics import roc_curve, auc def compute_error_auc(op_str, gt, pred, prob): # classification error pred_int = (pred > prob).astype(np.int) class_acc = (pred_int == gt).mean() * 100.0 # ROC - area under curve fpr, tpr, thresholds = roc_curve(gt, pred) roc_auc = auc(fpr, tpr) print op_str, ', class acc = %.3f, ROC AUC = %.3f' % (class_acc, roc_auc) #return class_acc, roc_auc def calc_average_precision(recall, precision): precision[np.isnan(precision)] = 0 recall[np.isnan(recall)] = 0 # pascal'12 way mprec = np.hstack((0, precision, 0)) mrec = np.hstack((0, recall, 1)) for ii in range(mprec.shape[0]-2, -1,-1): mprec[ii] = np.maximum(mprec[ii], mprec[ii+1]) inds = np.where(np.not_equal(mrec[1:], mrec[:-1]))[0]+1 ave_prec = ((mrec[inds] - mrec[inds-1])*mprec[inds]).sum() return ave_prec def remove_end_preds(nms_pos_o, nms_prob_o, gt_pos_o, durations, win_size): # this filters out predictions and gt that are close to the end # this is a bit messy because of the shapes of gt_pos_o nms_pos = [] nms_prob = [] gt_pos = [] for ii in range(len(nms_pos_o)): valid_time = durations[ii] - win_size gt_cur = gt_pos_o[ii] if gt_cur.shape[0] > 0: gt_pos.append(gt_cur[:, 0][gt_cur[:, 0] < valid_time][..., np.newaxis]) else: gt_pos.append(gt_cur) valid_preds = nms_pos_o[ii] < valid_time nms_pos.append(nms_pos_o[ii][valid_preds]) nms_prob.append(nms_prob_o[ii][valid_preds, 0][..., np.newaxis]) return nms_pos, nms_prob, gt_pos def prec_recall_1d(nms_pos_o, nms_prob_o, gt_pos_o, durations, detection_overlap, win_size, remove_eof=True): """ nms_pos, nms_prob, and gt_pos are lists of numpy arrays specifying detection position, detection probability and GT position. Each list entry is a different file. Each entry in nms_pos is an array of length num_entries. For nms_prob and gt_pos its an array of size (num_entries, 1). durations is a array of the length of the number of files with each entry containing that file length in seconds. detection_overlap determines if a prediction is counted as correct or not. win_size is used to ignore predictions and ground truth at the end of an audio file. returns precision: fraction of retrieved instances that are relevant. recall: fraction of relevant instances that are retrieved. """ if remove_eof: # filter out the detections in both ground truth and predictions that are too # close to the end of the file - dont count them during eval nms_pos, nms_prob, gt_pos = remove_end_preds(nms_pos_o, nms_prob_o, gt_pos_o, durations, win_size) else: nms_pos = nms_pos_o nms_prob = nms_prob_o gt_pos = gt_pos_o # loop through each file true_pos = [] # correctly predicts the ground truth false_po ... [code truncated] ...
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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
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| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport numpy as np\nfrom sklearn.metrics import roc_curve, auc\n\n\ndef compute_error_auc(op_str, gt, pred, prob):\n\n # classification error\n pred_int = (pred > prob).astype(np.int)\n class_acc = (pred_int == gt).mean() * 100.0\n\n # ROC - area under curve\n fpr, tpr, thresholds = roc_curve(gt, pred)\n roc_auc = auc(fpr, tpr)\n\n print op_str, ', class acc = %.3f, ROC AUC = %.3f' % (class_acc, roc_auc)\n #return class_acc, roc_auc\n\n\ndef calc_average_precision(recall, precision):\n\n precision[np.isnan(precision)] = 0\n recall[np.isnan(recall)] = 0\n\n # pascal'12 way\n mprec = np.hstack((0, precision, 0))\n mrec = np.hstack((0, recall, 1))\n for ii in range(mprec.shape[0]-2, -1,-1):\n mprec[ii] = np.maximum(mprec[ii], mprec[ii+1])\n inds = np.where(np.not_equal(mrec[1:], mrec[:-1]))[0]+1\n ave_prec = ((mrec[inds] - mrec[inds-1])*mprec[inds]).sum()\n\n return ave_prec\n\n\ndef remove_end_preds(nms_pos_o, nms_prob_o, gt_pos_o, durations, win_size):\n # this filters out predictions and gt that are close to the end\n # this is a bit messy because of the shapes of gt_pos_o\n nms_pos = []\n nms_prob = []\n gt_pos = []\n for ii in range(len(nms_pos_o)):\n valid_time = durations[ii] - win_size\n gt_cur = gt_pos_o[ii]\n if gt_cur.shape[0] > 0:\n gt_pos.append(gt_cur[:, 0][gt_cur[:, 0] < valid_time][..., np.newaxis])\n else:\n gt_pos.append(gt_cur)\n\n valid_preds = nms_pos_o[ii] < valid_time\n nms_pos.append(nms_pos_o[ii][valid_preds])\n nms_prob.append(nms_prob_o[ii][valid_preds, 0][..., np.newaxis])\n return nms_pos, nms_prob, gt_pos\n\n\ndef prec_recall_1d(nms_pos_o, nms_prob_o, gt_pos_o, durations, detection_overlap, win_size, remove_eof=True):\n \"\"\"\n nms_pos, nms_prob, and gt_pos are lists of numpy arrays specifying detection\n position, detection probability and GT position.\n Each list entry is a different file.\n Each entry in nms_pos is an array of length num_entries. For nms_prob and\n gt_pos its an array of size (num_entries, 1).\n\n durations is a array of the length of the number of files with each entry\n containing that file length in seconds.\n detection_overlap determines if a prediction is counted as correct or not.\n win_size is used to ignore predictions and ground truth at the end of an\n audio file.\n\n returns\n precision: fraction of retrieved instances that are relevant.\n recall: fraction of relevant instances that are retrieved.\n \"\"\"\n\n if remove_eof:\n # filter out the detections in both ground truth and predictions that are too\n # close to the end of the file - dont count them during eval\n nms_pos, nms_prob, gt_pos = remove_end_preds(nms_pos_o, nms_prob_o, gt_pos_o, durations, win_size)\n else:\n nms_pos = nms_pos_o\n nms_prob = nms_prob_o\n gt_pos = gt_pos_o\n\n # loop through each file\n true_pos = [] # correctly predicts the ground truth\n false_po\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0a85751a815d71753d3e2aaa3ccbd06b815ba219
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # coding: utf-8 #------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for # license information. #-------------------------------------------------------------------------- import unittest import azure.mgmt.network.models from testutils.common_recordingtestcase import record from tests.mgmt_testcase import HttpStatusCode, AzureMgmtTestCase class MgmtNetworkTest(AzureMgmtTestCase): def setUp(self): super(MgmtNetworkTest, self).setUp() self.network_client = self.create_mgmt_client( azure.mgmt.network.NetworkManagementClient ) if not self.is_playback(): self.create_resource_group() @record def test_network_interface_card(self): vnet_name = self.get_resource_name('pyvnet') subnet_name = self.get_resource_name('pysubnet') nic_name = self.get_resource_name('pynic') # Create VNet async_vnet_creation = self.network_client.virtual_networks.create_or_update( self.group_name, vnet_name, { 'location': self.region, 'address_space': { 'address_prefixes': ['10.0.0.0/16'] } } ) async_vnet_creation.wait() # Create Subnet async_subnet_creation = self.network_client.subnets.create_or_update( self.group_name, vnet_name, subnet_name, {'address_prefix': '10.0.0.0/24'} ) subnet_info = async_subnet_creation.result() # Create NIC async_nic_creation = self.network_client.network_interfaces.create_or_update( self.group_name, nic_name, {
|
'location': self.region, 'ip_configurations': [{ 'name': 'MyIpConfig', 'subnet': { 'id': subnet_info.id } }] } ) nic_info = async_nic_creation.result() nic_info = self.network_client.network_interfaces.get( self.group_name, nic_info.name ) nics = list(self.network_client.network_interfaces.list( self.group_name )) self.assertEqual(len(nics), 1) nics = list(self.network_client.network_interfaces.list_all()) self.assertGreater(len(nics), 0) async_delete = self.network_client.network_interfaces.delete( self.group_name, nic_info.name ) async_delete.wait() @record def test_load_balancers(self): public_ip_name = self.get_resource_name('pyipname') frontend_ip_name = self.get_resource_name('pyfipname') addr_pool_name = self.get_resource_name('pyapname') probe_name = self.get_reso ... [code truncated] ...
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advanced
|
testing
|
code_completion
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Pythoncode:Python
| 3
| 1
| 3,033
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\ufeff# coding: utf-8\n\n#-------------------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License. See License.txt in the project root for\n# license information.\n#--------------------------------------------------------------------------\nimport unittest\n\nimport azure.mgmt.network.models\nfrom testutils.common_recordingtestcase import record\nfrom tests.mgmt_testcase import HttpStatusCode, AzureMgmtTestCase\n\nclass MgmtNetworkTest(AzureMgmtTestCase):\n\n def setUp(self):\n super(MgmtNetworkTest, self).setUp()\n self.network_client = self.create_mgmt_client(\n azure.mgmt.network.NetworkManagementClient\n )\n if not self.is_playback():\n self.create_resource_group()\n\n @record\n def test_network_interface_card(self):\n vnet_name = self.get_resource_name('pyvnet')\n subnet_name = self.get_resource_name('pysubnet')\n nic_name = self.get_resource_name('pynic')\n\n # Create VNet\n async_vnet_creation = self.network_client.virtual_networks.create_or_update(\n self.group_name,\n vnet_name,\n {\n 'location': self.region,\n 'address_space': {\n 'address_prefixes': ['10.0.0.0/16']\n }\n }\n )\n async_vnet_creation.wait()\n\n # Create Subnet\n async_subnet_creation = self.network_client.subnets.create_or_update(\n self.group_name,\n vnet_name,\n subnet_name,\n {'address_prefix': '10.0.0.0/24'}\n )\n subnet_info = async_subnet_creation.result()\n\n # Create NIC\n async_nic_creation = self.network_client.network_interfaces.create_or_update(\n self.group_name,\n nic_name,\n {"}, {"role": "assistant", "content": "\n 'location': self.region,\n 'ip_configurations': [{\n 'name': 'MyIpConfig',\n 'subnet': {\n 'id': subnet_info.id\n }\n }]\n }\n )\n nic_info = async_nic_creation.result()\n\n nic_info = self.network_client.network_interfaces.get(\n self.group_name,\n nic_info.name\n )\n \n nics = list(self.network_client.network_interfaces.list(\n self.group_name\n ))\n self.assertEqual(len(nics), 1)\n\n nics = list(self.network_client.network_interfaces.list_all())\n self.assertGreater(len(nics), 0)\n\n async_delete = self.network_client.network_interfaces.delete(\n self.group_name,\n nic_info.name\n )\n async_delete.wait()\n\n @record\n def test_load_balancers(self):\n public_ip_name = self.get_resource_name('pyipname')\n frontend_ip_name = self.get_resource_name('pyfipname')\n addr_pool_name = self.get_resource_name('pyapname')\n probe_name = self.get_reso\n\n ... [code truncated] ..."}]
| false
| null | null | null |
0a86094f8b6e8a0e12d48278a3971b48591f4ec2
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import gym import gym.spaces as spaces import sys import socket from _thread import * import os import numpy as np import pandas as pd import math as m import time import random class NetEnv(gym.Env): def __init__(self): # Robot State values that will be bounced with client self.robot_state = None self.pos = None self.message = np.array(12345, dtype=np.float32) # Socket Conneciton # MAC find WiFi IP - ipconfig getifaddr en0 HOST = '192.168.1.29' # Port to listen on (non-privileged ports are > 1023) PORT = 65432 self.ThreadCount = 0 print('Connected') # Set up Socket self.s = socket.socket(socket.AF_INET, socket.SOCK_STREAM) try: self.s.bind((HOST, PORT)) except socket.error as e: print(str(e)) print('Waiting for connection[s]...') self.s.listen() self.start = 0 # Wait for client[s] to join socket self.conn1, addr1 = self.s.accept() print('Connected by: ', addr1) start_new_thread(self.main_client_thread, (self.conn1, )) self.conn2, addr2 = self.s.accept() print('Connected by: ', addr2) start_new_thread(self.cam_client_thread, (self.conn2, )) def main_client_thread(self, conn): data = conn.recv(1024) print('Main client says: {}'.format(data.decode('utf-8'))) conn.sendall(str.encode('Hi')) def cam_client_thread(self, conn): data = conn.recv(1024) ... code continues ...
|
Completion: Missing: Function 'cam_client_thread' is incomplete - body truncated To complete: • Complete the function 'cam_client_thread' body and add missing return Example continuation: print('Cam client says: {}'.format(data.decode('utf-8'))) conn.sendall(str.encode('Hi')) def step(self):
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advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 1,351
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport gym\nimport gym.spaces as spaces\nimport sys\n\nimport socket\n\nfrom _thread import *\nimport os\n\nimport numpy as np\nimport pandas as pd\nimport math as m\nimport time\nimport random\n\nclass NetEnv(gym.Env):\n\n\tdef __init__(self):\n\t\t\n\t\t#\u00a0Robot State values that will be bounced with client\n\t\tself.robot_state = None\n\t\tself.pos = None\n\t\tself.message = np.array(12345, dtype=np.float32)\n\n\t\t# Socket Conneciton\n\t\t# MAC find WiFi IP - ipconfig getifaddr en0\n\t\tHOST = '192.168.1.29'\n\t\t# Port to listen on (non-privileged ports are > 1023)\n\t\tPORT = 65432\n\n\t\tself.ThreadCount = 0\n\n\t\tprint('Connected')\n\n\t\t#\u00a0Set up Socket\n\t\tself.s = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n\t\ttry:\n\t\t\tself.s.bind((HOST, PORT))\n\t\texcept socket.error as e:\n\t\t\tprint(str(e))\n\n\t\tprint('Waiting for connection[s]...')\n\n\t\tself.s.listen()\n\n\t\tself.start = 0\n\n\t\t#\u00a0Wait for client[s] to join socket\n\t\tself.conn1, addr1 = self.s.accept()\n\t\tprint('Connected by: ', addr1)\n\t\tstart_new_thread(self.main_client_thread, (self.conn1, ))\n\n\t\tself.conn2, addr2 = self.s.accept()\n\t\tprint('Connected by: ', addr2)\n\t\tstart_new_thread(self.cam_client_thread, (self.conn2, ))\n\n\n\tdef main_client_thread(self, conn):\n\t\tdata = conn.recv(1024)\n\t\tprint('Main client says: {}'.format(data.decode('utf-8')))\n\t\tconn.sendall(str.encode('Hi'))\n\n\n\tdef cam_client_thread(self, conn):\n\t\tdata = conn.recv(1024)\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'cam_client_thread' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'cam_client_thread' body and add missing return\n\n Example continuation:\n\t\tprint('Cam client says: {}'.format(data.decode('utf-8')))\n\t\tconn.sendall(str.encode('Hi'))\n\n\n\tdef step(self):"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
0a862e609f431ba255f2003bb9d5372890839f22
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- # @File : session.py # @Author : zhkuo # @Time : 2021/1/3 9:12 下午 # @Desc : from sqlalchemy import create_engine # from sqlalchemy.orm import scoped_session from sqlalchemy.orm import sessionmaker from app.core.config import settings """ 参考: https://www.osgeo.cn/sqlalchemy/orm/session_basics.html https://landybird.github.io/python/2020/03/02/fastapi%E4%B8%8Easgi(5)/ 处理session的不同方法 https://github.com/tiangolo/fastapi/issues/726 处理数据库session的方法 1. sqlalchemy.orm 自带的 scoped_session
|
2. 采用中间件的方法，每个请求建立一个 db 连接 3. dependency 依赖的方法(官方文档推荐方法） """ # 创建连接数据库的 engine engine = create_engine(settings.SQLALCHEMY_DATABASE_URI, connect_args={"check_same_thread": False}) # 为了保证线程安全，需使用scoped_session方法 # db_session = scoped_session( # sessionmaker(autocommit=False, autoflush=False, bind=engine) # ) SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 909
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# @File : session.py\n# @Author : zhkuo\n# @Time : 2021/1/3 9:12 \u4e0b\u5348\n# @Desc : \n\nfrom sqlalchemy import create_engine\n# from sqlalchemy.orm import scoped_session\nfrom sqlalchemy.orm import sessionmaker\n\nfrom app.core.config import settings\n\n\"\"\"\n\u53c2\u8003:\nhttps://www.osgeo.cn/sqlalchemy/orm/session_basics.html\nhttps://landybird.github.io/python/2020/03/02/fastapi%E4%B8%8Easgi(5)/\n\u5904\u7406session\u7684\u4e0d\u540c\u65b9\u6cd5 https://github.com/tiangolo/fastapi/issues/726\n\u5904\u7406\u6570\u636e\u5e93session\u7684\u65b9\u6cd5\n1. sqlalchemy.orm \u81ea\u5e26\u7684 scoped_session"}, {"role": "assistant", "content": "\n2. \u91c7\u7528\u4e2d\u95f4\u4ef6\u7684\u65b9\u6cd5\uff0c\u6bcf\u4e2a\u8bf7\u6c42\u5efa\u7acb\u4e00\u4e2a db \u8fde\u63a5 \n3. dependency \u4f9d\u8d56\u7684\u65b9\u6cd5(\u5b98\u65b9\u6587\u6863\u63a8\u8350\u65b9\u6cd5\uff09\n\"\"\"\n\n# \u521b\u5efa\u8fde\u63a5\u6570\u636e\u5e93\u7684 engine\nengine = create_engine(settings.SQLALCHEMY_DATABASE_URI, connect_args={\"check_same_thread\": False})\n# \u4e3a\u4e86\u4fdd\u8bc1\u7ebf\u7a0b\u5b89\u5168\uff0c\u9700\u4f7f\u7528scoped_session\u65b9\u6cd5\n# db_session = scoped_session(\n# sessionmaker(autocommit=False, autoflush=False, bind=engine)\n# )\n\nSessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)"}]
| false
| null | null | null |
0a86cf6fa8f86673090e299d74c945f26f918502
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from pathlib import Path import pickle import tkinter as tk import tkinter.filedialog def open_dialog(**opt): """Parameters ---------- Options will be passed to `tkinter.filedialog.askopenfilename`. See also tkinter's document. Followings are example of frequently used options. - filetypes=[(label, ext), ...] - label: str - ext: str, semicolon separated extentions - initialdir: str, default Path.cwd() - multiple: bool, default False Returns -------- filename, str """ root = tk.Tk() root.withdraw() root.wm_attributes("-topmost", True) opt_default = dict(initialdir=Path.cwd()) _opt = dict(opt_default, **opt) return tk.filedialog.askopenfilename(**_opt) def saveas_dialog(**opt): """Parameters ---------- Options will be passed to `tkinter.filedialog.asksaveasfilename`. See also tkinter's document. Followings are example of frequently used options. - filetypes=[(label, ext), ...] - label: str - ext: str, semicolon separated extentions - initialdir: str, default Path.cwd() - initialfile: str, default isn't set Returns -------- filename, str """ root = tk.Tk() root.withdraw() root.wm_attributes("-topmost", True) opt_default = dict(initialdir=Path.cwd()) _opt = dict(opt_default, **opt) return tk.filedialog.asksaveasfilename(**_opt) def load_pickle_with_dialog(mode='rb', **opt): """Load a pickled object with a filename assigned by tkinter's open dialog. kwargs will be passed to saveas_dialog. """ opt_default = dict(filetypes=[('pickled data', '*.pkl'), ('all', '*')]) _opt = dict(opt_default, **opt) fn = open_dialog(**_opt) if fn == '': # canceled return None with Path(fn).open(mode) as f: data = pickle.load(f) return data def dump_pickle_with_dialog(obj, mode='wb', **opt): """Pickle an object with a filename assigned by tkinter's saveas dialog. kwargs will be passed to saveas_dialog. Returns -------- filename: str """ opt_default = dict(filetypes=[('pickled data', '*.pkl'), ('all', '*')]) _opt = dict(opt_default, **opt) fn = saveas_dialog(**_opt) if fn == '': # canceled return '' # note: 上書き確認はtkinterがやってくれるのでここではチェックしない with Path(fn).open(mode) as f: pickle.dump(obj, f) return fn
|
Functions: open_dialog, saveas_dialog, load_pickle_with_dialog, dump_pickle_with_dialog This code demonstrates Pythoncode:Python programming.
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intermediate
|
oop
|
code_explanation
|
Pythoncode:Python
| 4
| 0
| 2,427
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom pathlib import Path\nimport pickle\nimport tkinter as tk\nimport tkinter.filedialog\n\n\ndef open_dialog(**opt):\n \"\"\"Parameters\n ----------\n Options will be passed to `tkinter.filedialog.askopenfilename`.\n See also tkinter's document.\n Followings are example of frequently used options.\n - filetypes=[(label, ext), ...]\n - label: str\n - ext: str, semicolon separated extentions\n - initialdir: str, default Path.cwd()\n - multiple: bool, default False\n\n Returns\n --------\n filename, str\n \"\"\"\n root = tk.Tk()\n root.withdraw()\n root.wm_attributes(\"-topmost\", True)\n\n opt_default = dict(initialdir=Path.cwd())\n _opt = dict(opt_default, **opt)\n\n return tk.filedialog.askopenfilename(**_opt)\n\n\ndef saveas_dialog(**opt):\n \"\"\"Parameters\n ----------\n Options will be passed to `tkinter.filedialog.asksaveasfilename`.\n See also tkinter's document.\n Followings are example of frequently used options.\n - filetypes=[(label, ext), ...]\n - label: str\n - ext: str, semicolon separated extentions\n - initialdir: str, default Path.cwd()\n - initialfile: str, default isn't set\n\n Returns\n --------\n filename, str\n \"\"\"\n root = tk.Tk()\n root.withdraw()\n root.wm_attributes(\"-topmost\", True)\n\n opt_default = dict(initialdir=Path.cwd())\n _opt = dict(opt_default, **opt)\n\n return tk.filedialog.asksaveasfilename(**_opt)\n\n\ndef load_pickle_with_dialog(mode='rb', **opt):\n \"\"\"Load a pickled object with a filename assigned by tkinter's open dialog.\n\n kwargs will be passed to saveas_dialog.\n \"\"\"\n opt_default = dict(filetypes=[('pickled data', '*.pkl'), ('all', '*')])\n _opt = dict(opt_default, **opt)\n fn = open_dialog(**_opt)\n if fn == '': # canceled\n return None\n\n with Path(fn).open(mode) as f:\n data = pickle.load(f)\n return data\n\n\ndef dump_pickle_with_dialog(obj, mode='wb', **opt):\n \"\"\"Pickle an object with a filename assigned by tkinter's saveas dialog.\n\n kwargs will be passed to saveas_dialog.\n\n Returns\n --------\n filename: str\n \"\"\"\n opt_default = dict(filetypes=[('pickled data', '*.pkl'), ('all', '*')])\n _opt = dict(opt_default, **opt)\n fn = saveas_dialog(**_opt)\n if fn == '': # canceled\n return ''\n # note: \u4e0a\u66f8\u304d\u78ba\u8a8d\u306ftkinter\u304c\u3084\u3063\u3066\u304f\u308c\u308b\u306e\u3067\u3053\u3053\u3067\u306f\u30c1\u30a7\u30c3\u30af\u3057\u306a\u3044\n\n with Path(fn).open(mode) as f:\n pickle.dump(obj, f)\n\n return fn"}, {"role": "assistant", "content": " Functions: open_dialog, saveas_dialog, load_pickle_with_dialog, dump_pickle_with_dialog\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0a8741dde6ef103d06812289a7da5d5ee4748c1d
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright 2016 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 # # 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 oslo_versionedobjects import fields from cinder import objects from cinder.tests.unit import fake_constants as fake def fake_db_group_snapshot(**updates): db_group_snapshot = { 'id': fake.GROUP_SNAPSHOT_ID, 'name': 'group-1', 'status': 'available', 'user_id': fake.USER_ID, 'project_id': fake.PROJECT_ID, 'group_type_id': fake.GROUP_TYPE_ID, 'group_id': fake.GROUP_ID, } for name, field in objects.GroupSnapshot.fields.items(): if name in db_group_snapshot: continue if field.nullable: db_group_snapshot[name] = None elif field.default != fields.UnspecifiedDefault: db_group_snapshot[name] = field.default else: raise Exception('fake_db_group_snapshot needs help with %s.' % name) if updates: db_group_snapshot.update(updates) return db_group_snapshot def fake_group_snapshot_obj(context, **updates): ... code continues ...
|
Completion: Missing: Function 'fake_group_snapshot_obj' is incomplete - body truncated To complete: • Complete the function 'fake_group_snapshot_obj' body and add missing return Example continuation: return objects.GroupSnapshot._from_db_object( context, objects.GroupSnapshot(), fake_db_group_snapshot(**updates))
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intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 1,616
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright 2016 EMC Corporation\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nfrom oslo_versionedobjects import fields\n\nfrom cinder import objects\nfrom cinder.tests.unit import fake_constants as fake\n\n\ndef fake_db_group_snapshot(**updates):\n db_group_snapshot = {\n 'id': fake.GROUP_SNAPSHOT_ID,\n 'name': 'group-1',\n 'status': 'available',\n 'user_id': fake.USER_ID,\n 'project_id': fake.PROJECT_ID,\n 'group_type_id': fake.GROUP_TYPE_ID,\n 'group_id': fake.GROUP_ID,\n }\n\n for name, field in objects.GroupSnapshot.fields.items():\n if name in db_group_snapshot:\n continue\n if field.nullable:\n db_group_snapshot[name] = None\n elif field.default != fields.UnspecifiedDefault:\n db_group_snapshot[name] = field.default\n else:\n raise Exception('fake_db_group_snapshot needs help with %s.'\n % name)\n\n if updates:\n db_group_snapshot.update(updates)\n\n return db_group_snapshot\n\n\ndef fake_group_snapshot_obj(context, **updates):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'fake_group_snapshot_obj' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'fake_group_snapshot_obj' body and add missing return\n\n Example continuation:\n return objects.GroupSnapshot._from_db_object(\n context, objects.GroupSnapshot(), fake_db_group_snapshot(**updates))"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
0a880ef41f3bfd67c8ea6c85667d8aef79348500
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import matplotlib.pyplot as plt import networkx as nx from networkx.drawing.nx_agraph import graphviz_layout def display_resolution_tree(resolution_tree: nx.classes.DiGraph): _draw_resolution_tree_(resolution_tree) plt.show() def _draw_resolution_tree_(tree: nx.classes.DiGraph, enable_edge_labels: bool = True, rotate_edge_labels: bool = False): plt.figure()
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 375
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport matplotlib.pyplot as plt\nimport networkx as nx\nfrom networkx.drawing.nx_agraph import graphviz_layout\n\n\ndef display_resolution_tree(resolution_tree: nx.classes.DiGraph):\n _draw_resolution_tree_(resolution_tree)\n plt.show()\n\n\ndef _draw_resolution_tree_(tree: nx.classes.DiGraph, enable_edge_labels: bool = True, rotate_edge_labels: bool = False):\n plt.figure()"}, {"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
|
0a88b532a2c292c3b22e23456f113d6c77d67696
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import setuptools setuptools.setup( name = 'sili-canvas', version = '0.0.1', license = 'MIT', # Complete this line description = 'A series of easy to use classes to perform complex 2D array transformations', long_description = '', author = 'SilicalNZ', packages = ['canvas', 'canvas.common', 'canvas.tools'] )
|
The missing line is: url = 'https://github.com/SilicalNZ/canvas',
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 368
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport setuptools\n\nsetuptools.setup(\n name = 'sili-canvas',\n version = '0.0.1',\n license = 'MIT',\n # Complete this line\n description = 'A series of easy to use classes to perform complex 2D array transformations',\n long_description = '',\n\n author = 'SilicalNZ',\n packages = ['canvas', 'canvas.common', 'canvas.tools']\n)"}, {"role": "assistant", "content": "The missing line is:\n url = 'https://github.com/SilicalNZ/canvas',"}]
| false
| null | null | null |
0a89d9e3455e77e62d24b044c32fc90cbc464fc1
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. # isort:skip_file import uuid from datetime import datetime # Complete this line from math import nan from unittest.mock import Mock, patch import numpy as np import pandas as pd import tests.test_app import superset.viz as viz from superset import app from superset.constants import NULL_STRING from superset.exceptions import SpatialException from superset.utils.core import DTTM_ALIAS from .base_tests import SupersetTestCase from .utils import load_fixture class BaseVizTestCase(SupersetTestCase): def test_constructor_exception_no_datasource(self): form_data = {} datasource = None with self.assertRaises(Exception): viz.BaseViz(datasource, form_data) ... [54 more functiondefs truncated] ...
|
The missing line is: import logging
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 1,529
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Licensed to the Apache Software Foundation (ASF) under one\n# or more contributor license agreements. See the NOTICE file\n# distributed with this work for additional information\n# regarding copyright ownership. The ASF licenses this file\n# to you under the Apache License, Version 2.0 (the\n# \"License\"); you may not use this file except in compliance\n# with the License. You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing,\n# software distributed under the License is distributed on an\n# \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n# KIND, either express or implied. See the License for the\n# specific language governing permissions and limitations\n# under the License.\n# isort:skip_file\nimport uuid\nfrom datetime import datetime\n # Complete this line\nfrom math import nan\nfrom unittest.mock import Mock, patch\n\nimport numpy as np\nimport pandas as pd\n\nimport tests.test_app\nimport superset.viz as viz\nfrom superset import app\nfrom superset.constants import NULL_STRING\nfrom superset.exceptions import SpatialException\nfrom superset.utils.core import DTTM_ALIAS\n\nfrom .base_tests import SupersetTestCase\nfrom .utils import load_fixture\n\nclass BaseVizTestCase(SupersetTestCase):\n def test_constructor_exception_no_datasource(self):\n form_data = {}\n datasource = None\n with self.assertRaises(Exception):\n viz.BaseViz(datasource, form_data)\n\n\n ... [54 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nimport logging"}]
| false
| null | null | null |
0a8a41bb9d474871c5ea7be817390ae9d2fe8454
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # coding:utf-8 from typing import Dict, List, Optional, cast, TYPE_CHECKING from .chord_util import ChordUtil, InternalControlFlowException, NodeIsDownedExceptiopn if TYPE_CHECKING: from .chord_node import ChordNode class TaskQueue: JOIN_PARTIAL = "join_partial" def __init__(self, existing_node : 'ChordNode'): self.tqueue : List[str] = [] self.existing_node = existing_node def append_task(self, task_code : str): self.tqueue.append(task_code) # キュー内の最初のタスクを実行する # 処理が失敗した場合は先頭に戻す def exec_first(self): if len(self.tqueue) > 0: ChordUtil.dprint("exec_first_0," + ChordUtil.gen_debug_str_of_node(self.existing_node.node_info) + "," + str(self.tqueue)) task_code : str = self.tqueue.pop() if task_code == TaskQueue.JOIN_PARTIAL: # try: #self.existing_node.stabilizer.partial_join_op() ret = self.existing_node.stabilizer.partial_join_op() if (ret.is_ok): pass else: # ret.err_code == ErrorCode.InternalControlFlowException_CODE # 実行に失敗したため再実行すべく先頭に戻す self.tqueue.insert(0, task_code) ChordUtil.dprint( "exec_first_1," + ChordUtil.gen_debug_str_of_node(self.existing_node.node_info) + "," + "INTERNAL_CONTROL_FLOW_EXCEPTION_OCCURED") # except (InternalControlFlowException, NodeIsDownedExceptiopn): # # 実行に失敗したため再実行すべく先頭に戻す # self.tqueue.insert(0, task_code) # ChordUtil.dprint("exec_first_1," + ChordUtil.gen_debug_str_of_node(self.existing_node.node_info) + "," # + "INTERNAL_CONTROL_FLOW_EXCEPTION_OCCURED")
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 15 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 ✨ Improvements: Add docstring to class 'TaskQueue' Line 24 too long (134 chars) - break into multiple lines Line 42 too long (124 chars) - break into multiple lines
|
advanced
|
oop
|
code_review
|
Pythoncode:Python
| 3
| 1
| 1,840
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding:utf-8\n\nfrom typing import Dict, List, Optional, cast, TYPE_CHECKING\n\nfrom .chord_util import ChordUtil, InternalControlFlowException, NodeIsDownedExceptiopn\n\nif TYPE_CHECKING:\n from .chord_node import ChordNode\n\nclass TaskQueue:\n JOIN_PARTIAL = \"join_partial\"\n\n def __init__(self, existing_node : 'ChordNode'):\n self.tqueue : List[str] = []\n self.existing_node = existing_node\n\n def append_task(self, task_code : str):\n self.tqueue.append(task_code)\n\n # \u30ad\u30e5\u30fc\u5185\u306e\u6700\u521d\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\n # \u51e6\u7406\u304c\u5931\u6557\u3057\u305f\u5834\u5408\u306f\u5148\u982d\u306b\u623b\u3059\n def exec_first(self):\n if len(self.tqueue) > 0:\n ChordUtil.dprint(\"exec_first_0,\" + ChordUtil.gen_debug_str_of_node(self.existing_node.node_info) + \",\" + str(self.tqueue))\n task_code : str = self.tqueue.pop()\n if task_code == TaskQueue.JOIN_PARTIAL:\n # try:\n #self.existing_node.stabilizer.partial_join_op()\n ret = self.existing_node.stabilizer.partial_join_op()\n if (ret.is_ok):\n pass\n else: # ret.err_code == ErrorCode.InternalControlFlowException_CODE\n # \u5b9f\u884c\u306b\u5931\u6557\u3057\u305f\u305f\u3081\u518d\u5b9f\u884c\u3059\u3079\u304f\u5148\u982d\u306b\u623b\u3059\n self.tqueue.insert(0, task_code)\n ChordUtil.dprint(\n \"exec_first_1,\" + ChordUtil.gen_debug_str_of_node(self.existing_node.node_info) + \",\"\n + \"INTERNAL_CONTROL_FLOW_EXCEPTION_OCCURED\")\n\n # except (InternalControlFlowException, NodeIsDownedExceptiopn):\n # # \u5b9f\u884c\u306b\u5931\u6557\u3057\u305f\u305f\u3081\u518d\u5b9f\u884c\u3059\u3079\u304f\u5148\u982d\u306b\u623b\u3059\n # self.tqueue.insert(0, task_code)\n # ChordUtil.dprint(\"exec_first_1,\" + ChordUtil.gen_debug_str_of_node(self.existing_node.node_info) + \",\"\n # + \"INTERNAL_CONTROL_FLOW_EXCEPTION_OCCURED\")"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 15\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n\n\u2728 Improvements:\n Add docstring to class 'TaskQueue'\n Line 24 too long (134 chars) - break into multiple lines\n Line 42 too long (124 chars) - break into multiple lines"}]
| false
| null | null | null |
0a8a7f44a0585244eb2c07e0db4cb782cb9fe0fb
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python import pandas as pd from pathlib import Path from torch.utils.data import DataLoader class ModelContainer(object): def __init__(self, model, optimizer, loss_fn, scheduler=None): self.model = model self.optimizer = optimizer self.loss_fn = loss_fn self.scheduler = scheduler class DataContainer(object): def __init__(self, df_with_split: pd.DataFrame, dataset_class, vectorizer_file: Path, batch_size: int, with_test=True, is_load: bool=True) -> None: self.train_df = df_with_split.loc[df_with_split['split'] == 'train'] self.val_df = df_with_split.loc[df_with_split['split'] == 'val'] self._bs = batch_size self.with_test = with_test self.is_load = is_load self._lengths = {'train_size': len(self.train_df), 'val_size': len(self.val_df)} self._n_batches = [self._lengths['train_size'] // self._bs, self._lengths['val_size'] // self._bs] if not self.is_load: print("Creating and saving vectorizer") train_ds = dataset_class.load_data_and_create_vectorizer(self.train_df) train_ds.save_vectorizer(vectorizer_file) self.train_ds = dataset_class.load_data_and_vectorizer_from_file(self.train_df, vectorizer_file) self.vectorizer = self.train_ds.vectorizer self.surname_vocab = self.vectorizer.surname_vocab self.nationality_vocab = self.vectorizer.nationality_vocab self.train_dl = DataLoader(self.train_ds, self._bs, shuffle=True, drop_last=True) self.val_ds = dataset_class.load_data_and_vectorizer(self.val_df, self.vectorizer) self.val_dl = DataLoader(self.val_ds, self._bs, shuffle=True, drop_last=True) if self.with_test: self.test_df = df_with_split.loc[df_with_split['split'] == 'test'] self._lengths['test_size'] = len(self.test_df) self._n_batches.append(self._lengths['test_size'] // self._bs) self.test_ds = dataset_class.load_data_and_vectorizer(self.test_df, self.vectorizer) self.test_dl = DataLoader(self.test_ds, self._bs, shuffle=True, drop_last=True) def get_loaders(self): return self.train_dl, self.val_dl, self.test_dl @property def train_batches(self): return self._n_batches[0] @property def val_batches(self): return self._n_batches[1] @property def test_batches(self): if not self.with_test: raise NameError("No test dataset was provided") return self._n_batches[2] @property def vocab_size(self): return len(self.surname_vocab) @property def n_classes(self): return len(self.nationality_vocab) @property def sizes(self): return self._lengths
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 40 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 53 Unexpected indentation at line 57 Unexpected indentation at line 61 Unexpected indentation at line 64 Unexpected indentation at line 67 Unexpected indentation at line 71 Unexpected indentation at line 75 ✨ Improvements: Add docstring to class 'ModelContainer' Add docstring to class 'DataContainer' Add docstring to function '__init__' Add docstring to function '__init__' Remove debug print() at line 29 before production
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 9
| 2
| 2,614
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport pandas as pd\n\nfrom pathlib import Path\nfrom torch.utils.data import DataLoader\n\nclass ModelContainer(object):\n def __init__(self, model, optimizer, loss_fn, scheduler=None):\n self.model = model\n self.optimizer = optimizer\n self.loss_fn = loss_fn\n self.scheduler = scheduler\n\nclass DataContainer(object):\n def __init__(self, df_with_split: pd.DataFrame, dataset_class, vectorizer_file: Path, batch_size:\n int, with_test=True, is_load: bool=True) -> None:\n self.train_df = df_with_split.loc[df_with_split['split'] == 'train']\n self.val_df = df_with_split.loc[df_with_split['split'] == 'val']\n self._bs = batch_size\n self.with_test = with_test\n\n self.is_load = is_load\n self._lengths = {'train_size': len(self.train_df), 'val_size': len(self.val_df)}\n self._n_batches = [self._lengths['train_size'] // self._bs, self._lengths['val_size'] //\n self._bs]\n\n if not self.is_load:\n print(\"Creating and saving vectorizer\")\n train_ds = dataset_class.load_data_and_create_vectorizer(self.train_df)\n train_ds.save_vectorizer(vectorizer_file)\n\n self.train_ds = dataset_class.load_data_and_vectorizer_from_file(self.train_df, vectorizer_file)\n self.vectorizer = self.train_ds.vectorizer\n self.surname_vocab = self.vectorizer.surname_vocab\n self.nationality_vocab = self.vectorizer.nationality_vocab\n self.train_dl = DataLoader(self.train_ds, self._bs, shuffle=True, drop_last=True)\n\n self.val_ds = dataset_class.load_data_and_vectorizer(self.val_df, self.vectorizer)\n self.val_dl = DataLoader(self.val_ds, self._bs, shuffle=True, drop_last=True)\n\n if self.with_test:\n self.test_df = df_with_split.loc[df_with_split['split'] == 'test']\n self._lengths['test_size'] = len(self.test_df)\n self._n_batches.append(self._lengths['test_size'] // self._bs)\n self.test_ds = dataset_class.load_data_and_vectorizer(self.test_df, self.vectorizer)\n self.test_dl = DataLoader(self.test_ds, self._bs, shuffle=True, drop_last=True)\n\n def get_loaders(self):\n return self.train_dl, self.val_dl, self.test_dl\n\n @property\n def train_batches(self):\n return self._n_batches[0]\n\n @property\n def val_batches(self):\n return self._n_batches[1]\n\n @property\n def test_batches(self):\n if not self.with_test:\n raise NameError(\"No test dataset was provided\")\n return self._n_batches[2]\n\n @property\n def vocab_size(self):\n return len(self.surname_vocab)\n\n @property\n def n_classes(self):\n return len(self.nationality_vocab)\n\n @property\n def sizes(self):\n return self._lengths"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 30\n Unexpected indentation at line 31\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 40\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 53\n Unexpected indentation at line 57\n Unexpected indentation at line 61\n Unexpected indentation at line 64\n Unexpected indentation at line 67\n Unexpected indentation at line 71\n Unexpected indentation at line 75\n\n\u2728 Improvements:\n Add docstring to class 'ModelContainer'\n Add docstring to class 'DataContainer'\n Add docstring to function '__init__'\n Add docstring to function '__init__'\n Remove debug print() at line 29 before production"}]
| false
| null | null | null |
0a8b4fc2b42148f674fa2146ee9800ea9e96f927
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python from __future__ import print_function import logging import os def setup_logging(): # Set log level of the messages to show. level_name = os.environ.get('BUCK_WRAPPER_LOG_LEVEL', 'INFO') ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: 'CRITICAL': logging.CRITICAL, 'ERROR': logging.ERROR, 'WARNING': logging.WARNING, 'INFO': logging.INFO, 'DEBUG': logging.DEBUG,
|
intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 224
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\nfrom __future__ import print_function\nimport logging\nimport os\n\n\ndef setup_logging():\n # Set log level of the messages to show.\n\n level_name = os.environ.get('BUCK_WRAPPER_LOG_LEVEL', 'INFO')\n \n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n 'CRITICAL': logging.CRITICAL,\n 'ERROR': logging.ERROR,\n 'WARNING': logging.WARNING,\n 'INFO': logging.INFO,\n 'DEBUG': logging.DEBUG,"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0a8f1638c1d0ec4d963f02a274edb9bb4662cfb2
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: def orangesRotting(elemnts): if not elemnts or len(elemnts) == 0: return 0 n = len(elemnts) m = len(elemnts[0]) rotten = [] for i in range(n): for j in range(m): if elemnts[i][j] == 2: rotten.append((i, j)) mins = 0 def dfs(rotten): count = [] for i, j in rotten: if i > 0 and rotten[i - 1][j] == 1: count.append((i - 1, j)) elemnts[i - 1][j] = 2 if j > 0 and rotten[i][j - 1] == 1: count.append((i, j - 1)) elemnts[i][j - 1] = 2 if i < n - 1 and rotten[i][j] == 1: count.append((i, j)) elemnts[i][j] = 2 if j < m - 1 and rotten[i][j] == 1: count.append((i, j)) elemnts[i][j] = 2 return count while rotten: rotten = dfs(rotten) if not rotten: break mins += 1 for i in range(n): for j in range(m): if elemnts[i][j] == 1: return -1 return mins
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 2
| 0
| 1,151
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\ndef orangesRotting(elemnts):\r\n if not elemnts or len(elemnts) == 0:\r\n return 0\r\n n = len(elemnts)\r\n m = len(elemnts[0])\r\n rotten = []\r\n for i in range(n):\r\n for j in range(m):\r\n if elemnts[i][j] == 2:\r\n rotten.append((i, j))\r\n mins = 0\r\n\r\n def dfs(rotten):\r\n count = []\r\n for i, j in rotten:\r\n if i > 0 and rotten[i - 1][j] == 1:\r\n count.append((i - 1, j))\r\n elemnts[i - 1][j] = 2\r\n\r\n if j > 0 and rotten[i][j - 1] == 1:\r\n count.append((i, j - 1))\r\n elemnts[i][j - 1] = 2\r\n\r\n if i < n - 1 and rotten[i][j] == 1:\r\n count.append((i, j))\r\n elemnts[i][j] = 2\r\n\r\n if j < m - 1 and rotten[i][j] == 1:\r\n count.append((i, j))\r\n elemnts[i][j] = 2\r\n\r\n return count\r\n\r\n while rotten:\r\n rotten = dfs(rotten)\r\n if not rotten:\r\n break\r\n mins += 1\r\n\r\n for i in range(n):\r\n for j in range(m):\r\n if elemnts[i][j] == 1:\r\n return -1\r\n\r\n return mins"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0a8f6e13baf9b1f8e5a29dd8f55cd71b2926de6a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2021 Huawei Technologies Co., Ltd # # 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 math
|
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
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 679
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2021 Huawei Technologies Co., Ltd\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 math"}, {"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
|
0a8fdb2b5cc10e441111eda628478417245011ef
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import numpy as np from blmath.numerics import vx def apex(points, axis): ''' Find the most extreme point in the direction of the axis provided. axis: A vector, which is an 3x1 np.array. ''' coords_on_axis = points.dot(axis) return points[np.argmax(coords_on_axis)] def inflection_points(points, axis, span): ''' Find the list of vertices that preceed inflection points in a curve. The curve is differentiated with respect to the coordinate system defined by axis or span. axis: A vector representing the vertical axis of the coordinate system. span: A vector representing the the horiztonal axis of the coordinate system. returns: a list of points in space corresponding to the vertices that immediately preceed inflection points in the curve ''' coords_on_span = points.dot(span) dx = np.gradient(coords_on_span) coords_on_axis = points.dot(axis) # Take the second order finite difference of the curve with respect to the # defined coordinate system finite_difference_2 = np.gradient(np.gradient(coords_on_axis, dx), dx) # Compare the product of all neighboring pairs of points in the second derivative # If a pair of points has a negative product, then the second derivative changes sign # at one of those points, signalling an inflection point is_inflection_point = [finite_difference_2[i] * finite_difference_2[i + 1] <= 0 for i in range(len(finite_difference_2) - 1)] inflection_point_indices = [i for i, b in enumerate(is_inflection_point) if b] if len(inflection_point_indices) == 0: # pylint: disable=len-as-condition return [] return points[inflection_point_indices] def farthest(from_point, to_points): ''' Find the farthest point among the inputs, to the given point. Return a tuple: farthest_point, index_of_farthest_point. ''' absolute_distances = vx.magnitude(to_points - from_point) index_of_farthest_point = np.argmax(absolute_distances) farthest_point = to_points[index_of_farthest_point] return farthest_point, index_of_farthest_point
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 17 Buggy code: with respect to the coordinate system defined by axis or span. Should be: with respect to the coordinate system defined by axis and span. Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
intermediate
|
machine_learning
|
logical_errors
|
Pythoncode:Python
| 3
| 0
| 2,118
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport numpy as np\nfrom blmath.numerics import vx\n\ndef apex(points, axis):\n '''\n Find the most extreme point in the direction of the axis provided.\n\n axis: A vector, which is an 3x1 np.array.\n\n '''\n coords_on_axis = points.dot(axis)\n return points[np.argmax(coords_on_axis)]\n\ndef inflection_points(points, axis, span):\n '''\n Find the list of vertices that preceed inflection points in a curve. The curve is differentiated\n with respect to the coordinate system defined by axis or span.\n\n axis: A vector representing the vertical axis of the coordinate system.\n span: A vector representing the the horiztonal axis of the coordinate system.\n\n returns: a list of points in space corresponding to the vertices that\n immediately preceed inflection points in the curve\n '''\n\n coords_on_span = points.dot(span)\n dx = np.gradient(coords_on_span)\n coords_on_axis = points.dot(axis)\n\n # Take the second order finite difference of the curve with respect to the\n # defined coordinate system\n finite_difference_2 = np.gradient(np.gradient(coords_on_axis, dx), dx)\n\n # Compare the product of all neighboring pairs of points in the second derivative\n # If a pair of points has a negative product, then the second derivative changes sign\n # at one of those points, signalling an inflection point\n is_inflection_point = [finite_difference_2[i] * finite_difference_2[i + 1] <= 0 for i in range(len(finite_difference_2) - 1)]\n\n inflection_point_indices = [i for i, b in enumerate(is_inflection_point) if b]\n\n if len(inflection_point_indices) == 0: # pylint: disable=len-as-condition\n return []\n\n return points[inflection_point_indices]\n\ndef farthest(from_point, to_points):\n '''\n Find the farthest point among the inputs, to the given point.\n\n Return a tuple: farthest_point, index_of_farthest_point.\n '''\n absolute_distances = vx.magnitude(to_points - from_point)\n\n index_of_farthest_point = np.argmax(absolute_distances)\n farthest_point = to_points[index_of_farthest_point]\n\n return farthest_point, index_of_farthest_point"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong logical operator\n Severity: CRITICAL\n\n Location: Line 17\n\n Buggy code:\n with respect to the coordinate system defined by axis or span.\n\n Should be:\n with respect to the coordinate system defined by axis and span.\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
0a90c84a059304b0e838dbe80594658dfad7edd3
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import os import discode TOKEN = os.environ.get("TOKEN") # The token from the developer portal. client = discode.Client(token=TOKEN, intents=discode.Intents.default()) @client.on_event("ready") async def on_ready(): print(client.user, "is ready!") # The ready listener gets fired when the bot/client is completely ready for use.
|
@client.on_event("message_create") async def on_message(message: discode.Message): msg: str = msg.content if msg.startswith("?hi"): await message.channel.send("Hi!!!") # The message_create listener is fired whenever a message is sent to any channel that the bot has access to.
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 637
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\n\nimport discode\n\nTOKEN = os.environ.get(\"TOKEN\")\n# The token from the developer portal.\n\nclient = discode.Client(token=TOKEN, intents=discode.Intents.default())\n\n\n@client.on_event(\"ready\")\nasync def on_ready():\n print(client.user, \"is ready!\")\n\n\n# The ready listener gets fired when the bot/client is completely ready for use."}, {"role": "assistant", "content": "\n\n\n@client.on_event(\"message_create\")\nasync def on_message(message: discode.Message):\n msg: str = msg.content\n if msg.startswith(\"?hi\"):\n await message.channel.send(\"Hi!!!\")\n\n\n# The message_create listener is fired whenever a message is sent to any channel that the bot has access to."}]
| false
| null | null | null |
0a9150e1ffc2d578382971b5ac300e3f70157319
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from .activations import * from .adaptive_avgmax_pool import \ adaptive_avgmax_pool2d, select_adaptive_pool2d, AdaptiveAvgMaxPool2d, SelectAdaptivePool2d from .blur_pool import BlurPool2d from .classifier import ClassifierHead, create_classifier from .cond_conv2d import CondConv2d, get_condconv_initializer from .config import is_exportable, is_scriptable, is_no_jit, set_exportable, set_scriptable, set_no_jit,\ set_layer_config from .conv2d_same import Conv2dSame, conv2d_same from .conv_bn_act import ConvBnAct from .create_act import create_act_layer, get_act_layer, get_act_fn from .create_attn import get_attn, create_attn from .create_conv2d import create_conv2d from .create_norm_act import get_norm_act_layer, create_norm_act, convert_norm_act from .drop import DropBlock2d, DropPath, drop_block_2d, drop_path from .eca import EcaModule, CecaModule, EfficientChannelAttn, CircularEfficientChannelAttn from .evo_norm import EvoNormBatch2d, EvoNormSample2d from .gather_excite import GatherExcite from .global_context import GlobalContext from .helpers import to_ntuple, to_2tuple, to_3tuple, to_4tuple, make_divisible from .inplace_abn import InplaceAbn from .involution import Involution from .linear import Linear from .mixed_conv2d import MixedConv2d from .mlp import Mlp, GluMlp, GatedMlp, ConvMlpGeneral, ConvMlpGeneralv2 from .non_local_attn import NonLocalAttn, BatNonLocalAttn from .norm import GroupNorm, LayerNorm2d from .norm_act import BatchNormAct2d, GroupNormAct from .padding import get_padding, get_same_padding, pad_same from .patch_embed import PatchEmbed from .pool2d_same import AvgPool2dSame, create_pool2d from .squeeze_excite import SEModule, SqueezeExcite, EffectiveSEModule, EffectiveSqueezeExcite from .selective_kernel import SelectiveKernel from .separable_conv import SeparableConv2d, SeparableConvBnAct from .space_to_depth import SpaceToDepthModule from .split_attn import SplitAttn from .split_batchnorm import SplitBatchNorm2d, convert_splitbn_model from .std_conv import StdConv2d, StdConv2dSame, ScaledStdConv2d, ScaledStdConv2dSame from .test_time_pool import TestTimePoolHead, apply_test_time_pool from .weight_init import trunc_normal_, variance_scaling_, lecun_norma
|
Syntax Analysis:
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 2,223
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom .activations import *\nfrom .adaptive_avgmax_pool import \\\n adaptive_avgmax_pool2d, select_adaptive_pool2d, AdaptiveAvgMaxPool2d, SelectAdaptivePool2d\nfrom .blur_pool import BlurPool2d\nfrom .classifier import ClassifierHead, create_classifier\nfrom .cond_conv2d import CondConv2d, get_condconv_initializer\nfrom .config import is_exportable, is_scriptable, is_no_jit, set_exportable, set_scriptable, set_no_jit,\\\n set_layer_config\nfrom .conv2d_same import Conv2dSame, conv2d_same\nfrom .conv_bn_act import ConvBnAct\nfrom .create_act import create_act_layer, get_act_layer, get_act_fn\nfrom .create_attn import get_attn, create_attn\nfrom .create_conv2d import create_conv2d\nfrom .create_norm_act import get_norm_act_layer, create_norm_act, convert_norm_act\nfrom .drop import DropBlock2d, DropPath, drop_block_2d, drop_path\nfrom .eca import EcaModule, CecaModule, EfficientChannelAttn, CircularEfficientChannelAttn\nfrom .evo_norm import EvoNormBatch2d, EvoNormSample2d\nfrom .gather_excite import GatherExcite\nfrom .global_context import GlobalContext\nfrom .helpers import to_ntuple, to_2tuple, to_3tuple, to_4tuple, make_divisible\nfrom .inplace_abn import InplaceAbn\nfrom .involution import Involution\nfrom .linear import Linear\nfrom .mixed_conv2d import MixedConv2d\nfrom .mlp import Mlp, GluMlp, GatedMlp, ConvMlpGeneral, ConvMlpGeneralv2\nfrom .non_local_attn import NonLocalAttn, BatNonLocalAttn\nfrom .norm import GroupNorm, LayerNorm2d\nfrom .norm_act import BatchNormAct2d, GroupNormAct\nfrom .padding import get_padding, get_same_padding, pad_same\nfrom .patch_embed import PatchEmbed\nfrom .pool2d_same import AvgPool2dSame, create_pool2d\nfrom .squeeze_excite import SEModule, SqueezeExcite, EffectiveSEModule, EffectiveSqueezeExcite\nfrom .selective_kernel import SelectiveKernel\nfrom .separable_conv import SeparableConv2d, SeparableConvBnAct\nfrom .space_to_depth import SpaceToDepthModule\nfrom .split_attn import SplitAttn\nfrom .split_batchnorm import SplitBatchNorm2d, convert_splitbn_model\nfrom .std_conv import StdConv2d, StdConv2dSame, ScaledStdConv2d, ScaledStdConv2dSame\nfrom .test_time_pool import TestTimePoolHead, apply_test_time_pool\nfrom .weight_init import trunc_normal_, variance_scaling_, lecun_norma"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
0a91aa29e60075c1d841a9fa42cfbeabf426976a
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ Name: Bondi References: Bondi, Proc. Roy. Soc. Lond. A, v282, p303, (1964) Coordinates: Spherical Symmetry: Spherical Notes: Outgoing Coordinates """ from sympy import Function, diag, sin, symbols coords = symbols("r v theta phi", real=True) variables = () functions = symbols("C M", cls=Function) r, v, th, ph = coords C, M = functions metric = diag(0, -C(r, v) ** 2 * (1 - 2 * M(r, v) / r), r ** 2, r ** 2 * sin(th) ** 2) metric[0, 1] = metric[1, 0] = -C(r, v)
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 ⚠️ Warnings: Potential division by zero - add validation 💡 Suggestions: Add closing quote at line 1
|
intermediate
|
general
|
debugging
|
Pythoncode:Python
| 0
| 0
| 468
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\nName: Bondi\nReferences: Bondi, Proc. Roy. Soc. Lond. A, v282, p303, (1964)\nCoordinates: Spherical\nSymmetry: Spherical\nNotes: Outgoing Coordinates\n\"\"\"\nfrom sympy import Function, diag, sin, symbols\n\ncoords = symbols(\"r v theta phi\", real=True)\nvariables = ()\nfunctions = symbols(\"C M\", cls=Function)\nr, v, th, ph = coords\nC, M = functions\nmetric = diag(0, -C(r, v) ** 2 * (1 - 2 * M(r, v) / r), r ** 2, r ** 2 * sin(th) ** 2)\nmetric[0, 1] = metric[1, 0] = -C(r, v)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Warnings:\n Potential division by zero - add validation\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1"}]
| false
| null | null | null |
0a93d3f57e61e9da5895ceeab547d073a015db76
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from __future__ import unicode_literals import json from django.apps import apps from django.core.urlresolvers import NoReverseMatch, reverse from django.http import Http404, HttpRequest, QueryDict from django.test import TestCase, override_settings from django.utils import timezone from wagtail.wagtailcore.models import Site from wagtailsharing.models import SharingSite import mock from model_mommy import mommy from ask_cfpb.models import ENGLISH_PARENT_SLUG, SPANISH_PARENT_SLUG from ask_cfpb.views import annotate_links, ask_search, redirect_ask_search from v1.util.migrations import get_or_create_page class AnswerPagePreviewCase(TestCase): def setUp(self): from v1.models import HomePage from ask_cfpb.models import Answer self.ROOT_PAGE = HomePage.objects.get(slug='cfgov') self.english_parent_page = get_or_create_page( apps, 'ask_cfpb', 'AnswerLandingPage', 'Ask CFPB', ENGLISH_PARENT_SLUG, self.ROOT_PAGE, language='en', live=True) self.spanish_parent_page = get_or_create_page( apps, 'ask_cfpb', 'AnswerLandingPage', 'Obtener respuestas', SPANISH_PARENT_SLUG, self.ROOT_PAGE, language='es', live=True) self.test_answer = mommy.make( Answer, answer="Test answer.", question="Test question.", slug='test-question', update_english_page=True, update_spanish_page=False) self.site = mommy.make( Site, root_page=self.ROOT_PAGE, hostname='localhost', port=8000, is_default_site=True) self.sharing_site = mommy.make( SharingSite, site=self.site, hostname='preview.localhost', port=8000) @mock.patch('ask_cfpb.vi
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 65 • Unclosed '(' at line 65 - expected ')' • Block at line 22 has no indented body Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 1,970
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom __future__ import unicode_literals\n\nimport json\n\nfrom django.apps import apps\nfrom django.core.urlresolvers import NoReverseMatch, reverse\nfrom django.http import Http404, HttpRequest, QueryDict\nfrom django.test import TestCase, override_settings\nfrom django.utils import timezone\n\nfrom wagtail.wagtailcore.models import Site\nfrom wagtailsharing.models import SharingSite\n\nimport mock\nfrom model_mommy import mommy\n\nfrom ask_cfpb.models import ENGLISH_PARENT_SLUG, SPANISH_PARENT_SLUG\nfrom ask_cfpb.views import annotate_links, ask_search, redirect_ask_search\nfrom v1.util.migrations import get_or_create_page\n\n\nclass AnswerPagePreviewCase(TestCase):\n\n def setUp(self):\n from v1.models import HomePage\n from ask_cfpb.models import Answer\n self.ROOT_PAGE = HomePage.objects.get(slug='cfgov')\n self.english_parent_page = get_or_create_page(\n apps,\n 'ask_cfpb',\n 'AnswerLandingPage',\n 'Ask CFPB',\n ENGLISH_PARENT_SLUG,\n self.ROOT_PAGE,\n language='en',\n live=True)\n self.spanish_parent_page = get_or_create_page(\n apps,\n 'ask_cfpb',\n 'AnswerLandingPage',\n 'Obtener respuestas',\n SPANISH_PARENT_SLUG,\n self.ROOT_PAGE,\n language='es',\n live=True)\n self.test_answer = mommy.make(\n Answer,\n answer=\"Test answer.\",\n question=\"Test question.\",\n slug='test-question',\n update_english_page=True,\n update_spanish_page=False)\n self.site = mommy.make(\n Site,\n root_page=self.ROOT_PAGE,\n hostname='localhost',\n port=8000,\n is_default_site=True)\n self.sharing_site = mommy.make(\n SharingSite,\n site=self.site,\n hostname='preview.localhost',\n port=8000)\n\n @mock.patch('ask_cfpb.vi"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 65\n \u2022 Unclosed '(' at line 65 - expected ')'\n \u2022 Block at line 22 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0a94bf94b86f2d0bf5c868fffdac3fa72c685955
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import os from setuptools import setup VERSION = "0.2" def get_long_description(): with open( os.path.join(os.path.dirname(os.path.abspath(__file__)), "README.md"), encoding="utf8", ) as fp: return fp.read() setup( name="instapaper-to-sqlite", description="Save data from Instapaper to a SQLite database", long_description=get_long_description(), long_description_content_type="text/markdown", author="Benjamin Congdon", author_email="me@bcon.gdn", url="https://github.com/bcongdon/instapaper-to-sqlite", project_urls={ "Source": "https://github.com/bcongdon/instapaper-to-sqlite", "Issues": "https://github.com/bcongdon/instapaper-to-sqlite/issues", }, classifiers=[ "Development Status :: 5 - Production/Stable", "Environment :: Console", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Topic :: Database", ], keywords="instapaper sqlite export dogsheep", version=VERSION, packages=["instapaper_to_sqlite"], entry_points=""" [console_scripts] instapaper-to-sqlite=instapaper_to_sqlite.cli:cli """, install_requires=[ "click", "requests", "sqlite-utils~=3.17", "pyinstapaper @ git+https://github.com/bcongdon/pyinstapaper#egg=pyinstapaper", ], extras_require={"test": ["pytest"]}, tests_require=["instapaper-to-sqlite[test]"], )
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 1,583
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\n\nfrom setuptools import setup\n\nVERSION = \"0.2\"\n\n\ndef get_long_description():\n with open(\n os.path.join(os.path.dirname(os.path.abspath(__file__)), \"README.md\"),\n encoding=\"utf8\",\n ) as fp:\n return fp.read()\n\n\nsetup(\n name=\"instapaper-to-sqlite\",\n description=\"Save data from Instapaper to a SQLite database\",\n long_description=get_long_description(),\n long_description_content_type=\"text/markdown\",\n author=\"Benjamin Congdon\",\n author_email=\"me@bcon.gdn\",\n url=\"https://github.com/bcongdon/instapaper-to-sqlite\",\n project_urls={\n \"Source\": \"https://github.com/bcongdon/instapaper-to-sqlite\",\n \"Issues\": \"https://github.com/bcongdon/instapaper-to-sqlite/issues\",\n },\n classifiers=[\n \"Development Status :: 5 - Production/Stable\",\n \"Environment :: Console\",\n \"Programming Language :: Python :: 3\",\n \"Programming Language :: Python :: 3.6\",\n \"Programming Language :: Python :: 3.7\",\n \"Programming Language :: Python :: 3.8\",\n \"Topic :: Database\",\n ],\n keywords=\"instapaper sqlite export dogsheep\",\n version=VERSION,\n packages=[\"instapaper_to_sqlite\"],\n entry_points=\"\"\"\n [console_scripts]\n instapaper-to-sqlite=instapaper_to_sqlite.cli:cli\n \"\"\",\n install_requires=[\n \"click\",\n \"requests\",\n \"sqlite-utils~=3.17\",\n \"pyinstapaper @ git+https://github.com/bcongdon/pyinstapaper#egg=pyinstapaper\",\n ],\n extras_require={\"test\": [\"pytest\"]},\n tests_require=[\"instapaper-to-sqlite[test]\"],\n)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0a950c28a9d44906d9a72986af5603b4ab55c885
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: from typing import List from pybm import PybmConfig from pybm.command import CLICommand from pybm.config import get_reporter_class from pybm.exceptions import PybmError from pybm.reporters import BaseReporter from pybm.status_codes import ERROR, SUCCESS from pybm.util.path import get_subdirs class CompareCommand(CLICommand): """ Report benchmark results from specified sources. """ usage = "pybm compare <run> <anchor-ref> <compare-refs> [<options>]\n" def __init__(self): super(CompareCommand, self).__init__(name="compare") self.config = PybmConfig.load() def add_arguments(self): self.parser.add_argument( "run", type=str, metavar="<run>", help="Benchmark run to report results for. " "To report the preceding run, use the " '"latest" keyword. To report results ' "of the n-th preceding run " "(i.e., n runs ago), " 'use the "latest^{n}" syntax.', ) self.parser.add_argument( "refs", nargs="+", metavar="<refs>", help="Benchmarked refs to compare. The first " "given ref will be treated as the " "anchor ref, relative to which all " "differences are reported. An error is " "raised if any of the given " "refs are not present in the run.", ) reporter: BaseReporter = get_reporter_class(config=self.config) reporter_args = reporter.additional_arguments() if reporter_args == True: reporter_name = self.config.get_value("reporter.name") reporter_group_desc = ( f"Additional options from configured reporter class {reporter_name!r}" ) reporter_group = self.parser.add_argument_group(reporter_group_desc) # add builder-specific options into the group for arg in reporter_args: reporter_group.add_argument(arg.pop("flags"), **arg) ... [1 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_COMPARISON Issue: Explicit True comparison Severity: LOW Location: Line 51 Buggy code: if reporter_args == True: Should be: if reporter_args: Explanation: Non-pythonic comparison - works but not idiomatic Fix: Use "is/is not" for None, avoid explicit True comparison
|
advanced
|
testing
|
logical_errors
|
Pythoncode:Python
| 2
| 1
| 2,104
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom typing import List\n\nfrom pybm import PybmConfig\nfrom pybm.command import CLICommand\nfrom pybm.config import get_reporter_class\nfrom pybm.exceptions import PybmError\nfrom pybm.reporters import BaseReporter\nfrom pybm.status_codes import ERROR, SUCCESS\nfrom pybm.util.path import get_subdirs\n\n\nclass CompareCommand(CLICommand):\n \"\"\"\n Report benchmark results from specified sources.\n \"\"\"\n\n usage = \"pybm compare <run> <anchor-ref> <compare-refs> [<options>]\\n\"\n\n def __init__(self):\n super(CompareCommand, self).__init__(name=\"compare\")\n self.config = PybmConfig.load()\n\n def add_arguments(self):\n self.parser.add_argument(\n \"run\",\n type=str,\n metavar=\"<run>\",\n help=\"Benchmark run to report results for. \"\n \"To report the preceding run, use the \"\n '\"latest\" keyword. To report results '\n \"of the n-th preceding run \"\n \"(i.e., n runs ago), \"\n 'use the \"latest^{n}\" syntax.',\n )\n self.parser.add_argument(\n \"refs\",\n nargs=\"+\",\n metavar=\"<refs>\",\n help=\"Benchmarked refs to compare. The first \"\n \"given ref will be treated as the \"\n \"anchor ref, relative to which all \"\n \"differences are reported. An error is \"\n \"raised if any of the given \"\n \"refs are not present in the run.\",\n )\n\n reporter: BaseReporter = get_reporter_class(config=self.config)\n\n reporter_args = reporter.additional_arguments()\n\n if reporter_args == True:\n reporter_name = self.config.get_value(\"reporter.name\")\n reporter_group_desc = (\n f\"Additional options from configured reporter class {reporter_name!r}\"\n )\n reporter_group = self.parser.add_argument_group(reporter_group_desc)\n # add builder-specific options into the group\n for arg in reporter_args:\n reporter_group.add_argument(arg.pop(\"flags\"), **arg)\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Issue: Explicit True comparison\n Severity: LOW\n\n Location: Line 51\n\n Buggy code:\n if reporter_args == True:\n\n Should be:\n if reporter_args:\n\n Explanation: Non-pythonic comparison - works but not idiomatic\n Fix: Use \"is/is not\" for None, avoid explicit True comparison"}]
| true
|
logical
|
WRONG_COMPARISON
|
LOW
|
0a95cfa206f2acf8636e2a3399ef4362d43aa15a
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: """ For a given detector get a WIMPrate for a given detector (not taking into account any detector effects """ import numericalunits as nu import wimprates as wr import dddm export, __all__ = dddm.exporter() @export class SHM: """ class used to pass a halo model to the rate computation must contain: :param v_esc -- escape velocity (multiplied by units) :param rho_dm -- density in mass/volume of dark matter at the Earth (multiplied by units) The standard halo model also allows variation of v_0 :param v_0 -- v0 of the velocity distribution (multiplied by units) :function velocity_dist -- function taking v,t giving normalised velocity distribution in earth rest-frame. """ def __init__(self, v_0=None, v_esc=None, rho_dm=None): self.v_0 = 230 * nu.km / nu.s if v_0 is None else v_0 self.v_esc = 544 * nu.km / nu.s if v_esc is None else v_esc self.rho_dm = (0.3 * nu.GeV / nu.c0 ** 2 / nu.cm ** 3 if rho_dm is None else rho_dm) def __str__(self): # Standard Halo Model (shm) return 'shm' def velocity_dist(self, v, t): """ Get the velocity distribution in units of per velocity, :param v: v is in units of velocity :return: observed velocity distribution at earth """ return wr.observed_speed_dist(v, t, self.v_0, self.v_esc) def parameter_dict(self): """Return a dict of readable parameters of the current settings""" return dict( v_0=self.v_0 / (nu.km / nu.s), v_esc=self.v_esc / (nu.km / nu.s), rho_dm=self.rho_dm / (nu.GeV / nu.c0 ** 2 / nu.cm ** 3), )
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
database
|
refactoring
|
Pythoncode:Python
| 4
| 2
| 1,728
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"\nFor a given detector get a WIMPrate for a given detector (not taking into\naccount any detector effects\n\"\"\"\n\nimport numericalunits as nu\nimport wimprates as wr\nimport dddm\n\nexport, __all__ = dddm.exporter()\n\n\n@export\nclass SHM:\n \"\"\"\n class used to pass a halo model to the rate computation\n must contain:\n :param v_esc -- escape velocity (multiplied by units)\n :param rho_dm -- density in mass/volume of dark matter at the Earth (multiplied by units)\n The standard halo model also allows variation of v_0\n :param v_0 -- v0 of the velocity distribution (multiplied by units)\n :function velocity_dist -- function taking v,t giving normalised\n velocity distribution in earth rest-frame.\n \"\"\"\n\n def __init__(self, v_0=None, v_esc=None, rho_dm=None):\n self.v_0 = 230 * nu.km / nu.s if v_0 is None else v_0\n self.v_esc = 544 * nu.km / nu.s if v_esc is None else v_esc\n self.rho_dm = (0.3 * nu.GeV / nu.c0 ** 2 / nu.cm ** 3\n if rho_dm is None else rho_dm)\n\n def __str__(self):\n # Standard Halo Model (shm)\n return 'shm'\n\n def velocity_dist(self, v, t):\n \"\"\"\n Get the velocity distribution in units of per velocity,\n :param v: v is in units of velocity\n :return: observed velocity distribution at earth\n \"\"\"\n return wr.observed_speed_dist(v, t, self.v_0, self.v_esc)\n\n def parameter_dict(self):\n \"\"\"Return a dict of readable parameters of the current settings\"\"\"\n return dict(\n v_0=self.v_0 / (nu.km / nu.s),\n v_esc=self.v_esc / (nu.km / nu.s),\n rho_dm=self.rho_dm / (nu.GeV / nu.c0 ** 2 / nu.cm ** 3),\n )"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0a9605df608e45d997ef3a777c5490c843c12343
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 import torch from torch import optim import torch.nn.functional as F import argparse from sklearn.metrics import mean_squared_error import numpy as np ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: import json from . import utils from .model_utils import get_pi_exact_vec, rnn_vae_forward_one_stage, rnn_vae_forward_two_stage
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 175
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport torch\nfrom torch import optim\nimport torch.nn.functional as F\n\nimport argparse\nfrom sklearn.metrics import mean_squared_error\nimport numpy as np\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\nimport json\n\nfrom . import utils\nfrom .model_utils import get_pi_exact_vec, rnn_vae_forward_one_stage, rnn_vae_forward_two_stage"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0a964781b5354d9a284fd5961c977de9c81e555d
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #! -*- coding: utf-8 -*- from setuptools import setup, find_packages setup( name='bert4keras', version='0.8.4', description='an elegant bert4keras', long_description='bert4keras: https://github.com/bojone/bert4keras', license='Apache License 2.0', # Complete this line author='bojone', author_email='bojone@spaces.ac.cn', install_requires=['keras<=2.3.1'], packages=find_packages() )
|
The missing line is: url='https://github.com/bojone/bert4keras',
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 449
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#! -*- coding: utf-8 -*-\n\nfrom setuptools import setup, find_packages\n\nsetup(\n name='bert4keras',\n version='0.8.4',\n description='an elegant bert4keras',\n long_description='bert4keras: https://github.com/bojone/bert4keras',\n license='Apache License 2.0',\n # Complete this line\n author='bojone',\n author_email='bojone@spaces.ac.cn',\n install_requires=['keras<=2.3.1'],\n packages=find_packages()\n)"}, {"role": "assistant", "content": "The missing line is:\n url='https://github.com/bojone/bert4keras',"}]
| false
| null | null | null |
0a96a8a9570ed3b24a4bfee94944da9262d1bde3
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # import cProfile # import pstats # import io from picture import * # pr = cProfile.Profile() # pr.enable() def out(p): for i in range(2): print([len(x) for x in p.perms[i]]) # Complete this line if __name__ == '__main__': p = Picture() p.genPerms() p.detuctAll() p.backtrackLoop() p.saveOtput() # pr.disable() # s = io.StringIO() # sortby = 'cumulative' # ps = pstats.Stats(pr, stream=s).sort_stats(sortby) # ps.print_stats() # print(s.getvalue())
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The missing line is:
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 489
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# import cProfile\n# import pstats\n# import io\nfrom picture import *\n\n# pr = cProfile.Profile()\n# pr.enable()\n\n\ndef out(p):\n for i in range(2):\n print([len(x) for x in p.perms[i]])\n\n # Complete this line\nif __name__ == '__main__':\n p = Picture()\n p.genPerms()\n p.detuctAll()\n p.backtrackLoop()\n p.saveOtput()\n # pr.disable()\n # s = io.StringIO()\n # sortby = 'cumulative'\n # ps = pstats.Stats(pr, stream=s).sort_stats(sortby)\n # ps.print_stats()\n # print(s.getvalue())"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
0a96c59de05ef2cf939a78138027073d3aeef532
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # imports import os import json import subprocess abs_join = lambda p1, p2 : os.path.abspath(os.path.join(p1, p2)) # constants SCRIPT_DIR = os.path.abspath(os.path.dirname(__file__)) SEED_RELPATH = "./strprose/example_files/_seeds.json" SEED_FULLPATH = abs_join(SCRIPT_DIR, SEED_RELPATH) SEED_INFO = None with open(SEED_FULLPATH, 'r') as f: SEED_INFO = json.load(f) TOOL_RELPATH = "../StrPROSE-synthesizer/StrPROSE/bin/Debug/netcoreapp3.1/StrPROSE.dll" TOOL_FULLPATH = abs_join(SCRIPT_DIR, TOOL_RELPATH) TARGET_RELDIR = "./strprose/targets" TARGET_FULLDIR = abs_join(SCRIPT_DIR, TARGET_RELDIR) MAX_SAMPLE_SIZE = 2000 EXAMPLE_RELDIR = "./strprose/example_files" EXAMPLE_FULLDIR = abs_join(SCRIPT_DIR, EXAMPLE_RELDIR) TIME_OUT = 120 # methods def generate_examples(bench_id, seed): command_line_args = [ "dotnet", TOOL_FULLPATH, "--samplegen", TARGET_FULLDIR, str(bench_id), str(seed), str(MAX_SAMPLE_SIZE), EXAMPLE_FULLDIR ] try: print(f"# -------- Start Process ({bench_id}, {seed}) --------") done_result = subprocess.run(command_line_args, timeout=TIME_OUT) print(f"# ^^^^^^^^ Done: {done_result.returncode} ({bench_id}, {seed}) ^^^^^^^^") except subprocess.TimeoutExpired: print('# Error: subprocess TIMEOUT !!!') if __name__ == "__main__": for bench_id in SEED_INFO["bench_seeds"]: for seed in SEED_INFO["bench_seeds"][bench_id]: generate_examples(bench_id, seed)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 1,512
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# imports\nimport os\nimport json\nimport subprocess\nabs_join = lambda p1, p2 : os.path.abspath(os.path.join(p1, p2))\n\n\n# constants\nSCRIPT_DIR = os.path.abspath(os.path.dirname(__file__))\nSEED_RELPATH = \"./strprose/example_files/_seeds.json\"\nSEED_FULLPATH = abs_join(SCRIPT_DIR, SEED_RELPATH)\nSEED_INFO = None\nwith open(SEED_FULLPATH, 'r') as f:\n SEED_INFO = json.load(f)\nTOOL_RELPATH = \"../StrPROSE-synthesizer/StrPROSE/bin/Debug/netcoreapp3.1/StrPROSE.dll\"\nTOOL_FULLPATH = abs_join(SCRIPT_DIR, TOOL_RELPATH)\nTARGET_RELDIR = \"./strprose/targets\"\nTARGET_FULLDIR = abs_join(SCRIPT_DIR, TARGET_RELDIR)\nMAX_SAMPLE_SIZE = 2000\nEXAMPLE_RELDIR = \"./strprose/example_files\"\nEXAMPLE_FULLDIR = abs_join(SCRIPT_DIR, EXAMPLE_RELDIR)\nTIME_OUT = 120\n\n# methods\ndef generate_examples(bench_id, seed):\n command_line_args = [\n \"dotnet\",\n TOOL_FULLPATH,\n \"--samplegen\",\n TARGET_FULLDIR,\n str(bench_id),\n str(seed),\n str(MAX_SAMPLE_SIZE),\n EXAMPLE_FULLDIR\n ]\n try:\n print(f\"# -------- Start Process ({bench_id}, {seed}) --------\")\n done_result = subprocess.run(command_line_args, timeout=TIME_OUT)\n print(f\"# ^^^^^^^^ Done: {done_result.returncode} ({bench_id}, {seed}) ^^^^^^^^\")\n except subprocess.TimeoutExpired:\n print('# Error: subprocess TIMEOUT !!!')\n\n\nif __name__ == \"__main__\":\n for bench_id in SEED_INFO[\"bench_seeds\"]:\n for seed in SEED_INFO[\"bench_seeds\"][bench_id]:\n generate_examples(bench_id, seed)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0a96d8eb608d332f737e6f0d0e18267bfd899873
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from __future__ import division from mmtbx.tls import tools import math import time pdb_str_1 = """ CRYST1 10.000 10.000 10.000 90.00 90.00 90.00 P1 ATOM 1 CA THR A 6 0.000 0.000 0.000 1.00 0.00 C ATOM 1 CA THR B 6 3.000 0.000 0.000 1.00 0.00 C """ pdb_str_2 = """ CRYST1 10.000 10.000 10.000 90.00 90.00 90.00 P1 ATOM 1 CA THR A 6 0.000 0.000 0.000 1.00 0.00 C ATOM 1 CA THR B 6 0.000 3.000 0.000 1.00 0.00 C """ pdb_str_3 = """ CRYST1 10.000 10.000 10.000 90.00 90.00 90.00 P1 ATOM 1 CA THR A 6 0.000 0.000 0.000 1.00 0.00 C ATOM 1 CA THR B 6 0.000 0.000 3.000 1.00 0.00 C """ pdb_str_4 = """ CRYST1 10.000 10.000 10.000 90.00 90.00 90.00 P1 ATOM 1 CA THR A 6 0.000 0.000 0.000 1.00 0.00 C ATOM 1 CA THR B 6 1.000 2.000 3.000 1.00 0.00 C """ def exercise_03():
|
sqrt = math.sqrt vs = [] vs.append( [(sqrt(2)/2, sqrt(2)/2, 0), (-sqrt(2)/2, sqrt(2)/2, 0), (0,0,1)] ) vs.append( [(1,0,0), (0, sqrt(2)/2, sqrt(2)/2), (0, -sqrt(2)/2, sqrt(2)/2)] ) vs.append( [(sqrt(3)/2, 1/2, 0), (-1/2, sqrt(3)/2, 0), (0,0,1)] ) vs.append( [(1,0,0), (0, sqrt(3)/2, 1/2), (0, -1/2, sqrt(3)/2)] ) for pdb_str in [pdb_str_1, pdb_str_2, pdb_str_3, pdb_str_4]: for vs_ in vs: vx,vy,vz = vs_ print vx,vy,vz tools.u_tls_vs_u_ens(pdb_str=pdb_str, tx=0.05,ty=0.07,tz=0.09, vx=vx, vy=vy, vz=vz, n_models=1000) if (__name__ == "__main__"): t0 = time.time() exercise_03() print "Time: %6.4f"%(time.time()-t0) print "OK"
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 1,753
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom __future__ import division\nfrom mmtbx.tls import tools\nimport math\nimport time\n\npdb_str_1 = \"\"\"\nCRYST1 10.000 10.000 10.000 90.00 90.00 90.00 P1\nATOM 1 CA THR A 6 0.000 0.000 0.000 1.00 0.00 C\nATOM 1 CA THR B 6 3.000 0.000 0.000 1.00 0.00 C\n\"\"\"\n\npdb_str_2 = \"\"\"\nCRYST1 10.000 10.000 10.000 90.00 90.00 90.00 P1\nATOM 1 CA THR A 6 0.000 0.000 0.000 1.00 0.00 C\nATOM 1 CA THR B 6 0.000 3.000 0.000 1.00 0.00 C\n\"\"\"\n\npdb_str_3 = \"\"\"\nCRYST1 10.000 10.000 10.000 90.00 90.00 90.00 P1\nATOM 1 CA THR A 6 0.000 0.000 0.000 1.00 0.00 C\nATOM 1 CA THR B 6 0.000 0.000 3.000 1.00 0.00 C\n\"\"\"\n\npdb_str_4 = \"\"\"\nCRYST1 10.000 10.000 10.000 90.00 90.00 90.00 P1\nATOM 1 CA THR A 6 0.000 0.000 0.000 1.00 0.00 C\nATOM 1 CA THR B 6 1.000 2.000 3.000 1.00 0.00 C\n\"\"\"\n\ndef exercise_03():"}, {"role": "assistant", "content": "\n sqrt = math.sqrt\n vs = []\n vs.append( [(sqrt(2)/2, sqrt(2)/2, 0), (-sqrt(2)/2, sqrt(2)/2, 0), (0,0,1)] )\n vs.append( [(1,0,0), (0, sqrt(2)/2, sqrt(2)/2), (0, -sqrt(2)/2, sqrt(2)/2)] )\n vs.append( [(sqrt(3)/2, 1/2, 0), (-1/2, sqrt(3)/2, 0), (0,0,1)] )\n vs.append( [(1,0,0), (0, sqrt(3)/2, 1/2), (0, -1/2, sqrt(3)/2)] )\n for pdb_str in [pdb_str_1, pdb_str_2, pdb_str_3, pdb_str_4]:\n for vs_ in vs:\n vx,vy,vz = vs_\n print vx,vy,vz\n tools.u_tls_vs_u_ens(pdb_str=pdb_str,\n tx=0.05,ty=0.07,tz=0.09,\n vx=vx, vy=vy, vz=vz,\n n_models=1000)\n\nif (__name__ == \"__main__\"):\n t0 = time.time()\n exercise_03()\n print \"Time: %6.4f\"%(time.time()-t0)\n print \"OK\""}]
| false
| null | null | null |
0a96db7bc8255b1b1b651c9085fc3a06e4243461
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import sys from django.urls import resolve def global_vars(request): return { 'GLOBAL_TWITTER_ACCOUNT': '@open_apprentice', 'ORGANIZATION_NAME': 'Open Apprentice Foundation', 'ORGANIZATION_WEBSITE': 'https://openapprentice.org', 'ORGANIZATION_LOGO': '/static/img/ellie/open-apprentice-logo-full.png', # relative URL with pre /, 'SITE_LOGO_URL': '/static/img/ellie/ellie-platform-logo.png', # relative URL with pre / 'APPNAME': sys.modules[resolve(request.path_info).func.__module__].__package__, }
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10
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intermediate
|
api
|
debugging
|
Pythoncode:Python
| 1
| 0
| 558
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport sys\nfrom django.urls import resolve\n\n\ndef global_vars(request):\n return {\n 'GLOBAL_TWITTER_ACCOUNT': '@open_apprentice',\n 'ORGANIZATION_NAME': 'Open Apprentice Foundation',\n 'ORGANIZATION_WEBSITE': 'https://openapprentice.org',\n 'ORGANIZATION_LOGO': '/static/img/ellie/open-apprentice-logo-full.png', # relative URL with pre /,\n 'SITE_LOGO_URL': '/static/img/ellie/ellie-platform-logo.png', # relative URL with pre /\n 'APPNAME': sys.modules[resolve(request.path_info).func.__module__].__package__,\n }"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10"}]
| false
| null | null | null |
0a96e21fb56076c17506b44887fb9f2f8344e7b0
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def parse_args(): """Parse input arguments""" result = parser + 1 # BUG: using before init parser = argparse.ArgumentParser(description='Train a X-RCNN network') parser.add_argument( '--dataset', dest='dataset', required=True, help='Dataset to use') parser.add_argument( '--num_classes', dest='num_classes', help='Number of classes in your custom dataset', default=None, type=int) parser.add_argument( '--cfg', dest='cfg_file', required=True, help='Config file for training (and optionally testing)') parser.add_argument( '--set', dest='set_cfgs', help='Set config keys. Key value sequence seperate by whitespace.' 'e.g. [key] [value] [key] [value]', default=[], nargs='+') parser.add_argument( '--disp_interval', help='Display training info every N iterations', default=20, type=int) parser.add_argument( '--no_cuda', dest='cuda', help='Do not use CUDA device', action='store_false') # Optimization # These options has the highest prioity and can overwrite the values in config file # or values set by set_cfgs. `None` means do not overwrite. parser.add_argument( '--bs', dest='batch_size', help='Explicitly specify to overwrite the value comed from cfg_file.', type=int) parser.add_argument( '--nw', dest='num_workers', help='Explicitly specify to overwrite number of workers to load data. Defaults to 4', type=int) parser.add_argument( '--iter_size', help='Update once every iter_size steps, as in Caffe.', default=1, type=int) parser.add_argument( '--o', dest='optimizer', help='Training optimizer.', default=None) parser.add_argument( '--lr', help='Base learning rate.', default=None, type=float) parser.add_argument( '--lr_decay_gamma', help='Learning rate decay rate.', default=None, type=float) # Epoch parser.add_argument( '--start_step', help='Starting step count for training epoch. 0-indexed.', default=0, type=int) # Resume training: requires same iterations per epoch parser.add_argument( '--resume', help='resume to training on a checkpoint', action='store_true') parser.add_argument( '--no_save', help='do not save anything', action='store_true') parser.add_argument( '--load_ckpt', help='checkpoint path to load') parser.add_argument( '--load_detectron', help='path to the detectron weight pickle file') parser.add_argument( '--use_tfboard', help='Use tensorflow tensorboard to log training info', action='store_true') return parser.parse_args() ... [2 more functiondefs truncated] ...
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Error Analysis: Error Type: UNINITIALIZED_VAR Error: UNINITIALIZED_VAR Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 84: ... [2 more functiondefs truncated] ... Fix: Initialize variable before using it
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intermediate
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testing
|
error_detection
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Pythoncode:Python
| 1
| 0
| 2,872
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef parse_args():\n \"\"\"Parse input arguments\"\"\"\n result = parser + 1 # BUG: using before init\n parser = argparse.ArgumentParser(description='Train a X-RCNN network')\n\n parser.add_argument(\n '--dataset', dest='dataset', required=True,\n help='Dataset to use')\n parser.add_argument(\n '--num_classes', dest='num_classes',\n help='Number of classes in your custom dataset',\n default=None, type=int)\n parser.add_argument(\n '--cfg', dest='cfg_file', required=True,\n help='Config file for training (and optionally testing)')\n parser.add_argument(\n '--set', dest='set_cfgs',\n help='Set config keys. Key value sequence seperate by whitespace.'\n 'e.g. [key] [value] [key] [value]',\n default=[], nargs='+')\n\n parser.add_argument(\n '--disp_interval',\n help='Display training info every N iterations',\n default=20, type=int)\n parser.add_argument(\n '--no_cuda', dest='cuda', help='Do not use CUDA device', action='store_false')\n\n # Optimization\n # These options has the highest prioity and can overwrite the values in config file\n # or values set by set_cfgs. `None` means do not overwrite.\n parser.add_argument(\n '--bs', dest='batch_size',\n help='Explicitly specify to overwrite the value comed from cfg_file.',\n type=int)\n parser.add_argument(\n '--nw', dest='num_workers',\n help='Explicitly specify to overwrite number of workers to load data. Defaults to 4',\n type=int)\n parser.add_argument(\n '--iter_size',\n help='Update once every iter_size steps, as in Caffe.',\n default=1, type=int)\n\n parser.add_argument(\n '--o', dest='optimizer', help='Training optimizer.',\n default=None)\n parser.add_argument(\n '--lr', help='Base learning rate.',\n default=None, type=float)\n parser.add_argument(\n '--lr_decay_gamma',\n help='Learning rate decay rate.',\n default=None, type=float)\n\n # Epoch\n parser.add_argument(\n '--start_step',\n help='Starting step count for training epoch. 0-indexed.',\n default=0, type=int)\n\n # Resume training: requires same iterations per epoch\n parser.add_argument(\n '--resume',\n help='resume to training on a checkpoint',\n action='store_true')\n\n parser.add_argument(\n '--no_save', help='do not save anything', action='store_true')\n\n parser.add_argument(\n '--load_ckpt', help='checkpoint path to load')\n parser.add_argument(\n '--load_detectron', help='path to the detectron weight pickle file')\n\n parser.add_argument(\n '--use_tfboard', help='Use tensorflow tensorboard to log training info',\n action='store_true')\n\n return parser.parse_args()\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: UNINITIALIZED_VAR\n Error: UNINITIALIZED_VAR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 84: ... [2 more functiondefs truncated] ...\n\n\n Fix: Initialize variable before using it"}]
| true
|
logical
|
UNINITIALIZED_VAR
|
CRITICAL
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0a96e48e2da874873ab9a54b25f7428bb39c7d94
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright (c) 2019-2020 hippo91 <guillaume.peillex@gmail.com> # Copyright (c) 2020 Claudiu Popa <pcmanticore@gmail.com> # Copyright (c) 2021 Pierre Sassoulas <pierre.sassoulas@gmail.com> # Copyright (c) 2021 Marc Mueller <30130371+cdce8p@users.noreply.github.com> # Licensed under the LGPL: https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html # For details: https://github.com/PyCQA/astroid/blob/main/LICENSE ... [1 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 11: ... [1 more functiondefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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intermediate
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api
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debugging
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Pythoncode:Python
| 0
| 0
| 468
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright (c) 2019-2020 hippo91 <guillaume.peillex@gmail.com>\n# Copyright (c) 2020 Claudiu Popa <pcmanticore@gmail.com>\n# Copyright (c) 2021 Pierre Sassoulas <pierre.sassoulas@gmail.com>\n# Copyright (c) 2021 Marc Mueller <30130371+cdce8p@users.noreply.github.com>\n\n# Licensed under the LGPL: https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html\n# For details: https://github.com/PyCQA/astroid/blob/main/LICENSE\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 11: ... [1 more functiondefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
0a9772419f2ef3e57950559b990b8ce8968146c1
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: input = """ 2 18 3 0 3 19 20 21 1 1 1 0 18 2 23 3 0 3 19 24 25 1 1 2 1 21 23 3 5 21 19 20 24 25 0 0 6 0 5 5 21 19 20 24 25 1 1 1 1 1 0 21 a 19 b 20 c 24 d 25 e 28 f 0 B+ 0 B- 1 0 1 """ output = """ COST 1@1 """
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 💡 Suggestions: Add closing quote at line 1
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intermediate
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general
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debugging
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Pythoncode:Python
| 0
| 0
| 211
| false
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\ninput = \"\"\"\n2 18 3 0 3 19 20 21\n1 1 1 0 18\n2 23 3 0 3 19 24 25\n1 1 2 1 21 23\n3 5 21 19 20 24 25 0 0\n6 0 5 5 21 19 20 24 25 1 1 1 1 1\n0\n21 a\n19 b\n20 c\n24 d\n25 e\n28 f\n0\nB+\n0\nB-\n1\n0\n1\n\"\"\"\noutput = \"\"\"\nCOST 1@1\n\"\"\""}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 1\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1"}]
| false
| null | null | null |
0a9876a51a89bf0aa93f351a61986d7fa1facb0f
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import random names_string = input("내기를 할 친구들의 이름을 적습니다. 콤마(,)로 분리해서 적습니다.\n") names = names_string.split(",") print(names) n = random.randint(0, len(names)) print(f"오늘 커피는 {names[n]}가 쏩니다!")
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Code analysis results: 💡 Suggestions: Remove debug print() at line 6 before production Remove debug print() at line 9 before production No critical issues found Consider adding unit tests Add inline comments for complex logic
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beginner
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general
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debugging
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Pythoncode:Python
| 0
| 0
| 195
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport random\n\nnames_string = input(\"\ub0b4\uae30\ub97c \ud560 \uce5c\uad6c\ub4e4\uc758 \uc774\ub984\uc744 \uc801\uc2b5\ub2c8\ub2e4. \ucf64\ub9c8(,)\ub85c \ubd84\ub9ac\ud574\uc11c \uc801\uc2b5\ub2c8\ub2e4.\\n\")\nnames = names_string.split(\",\")\n\nprint(names)\n\nn = random.randint(0, len(names))\nprint(f\"\uc624\ub298 \ucee4\ud53c\ub294 {names[n]}\uac00 \uc3e9\ub2c8\ub2e4!\")"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 6 before production\n Remove debug print() at line 9 before production\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
0a98cfd9f20dfc0c1b38e64c743a29230c7a8c4f
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import sys import typing import numpy as np def solve(a: np.ndarray, k: int) -> typing.NoReturn: n = len(a) def compute_dp(a: np.ndarray) -> np.ndarray: dp = np.zeros((n + 1, k), np.bool8) dp[0, 0] = True for i in range(n): dp[i + 1] = dp[i].copy() dp[i + 1, a[i] :] |= dp[i, : -a[i]] return dp dp_l = compute_dp(a) dp_r = compute_dp(a[::-1])[::-1] dp_r = dp_r.astype(np.int64).cumsum(axis=1) cnt = 0 for p in range(n): l, r = dp_l[p], dp_r[n - p] x = a[p] for i in np.flatnonzero(l).tolist(): if ( not r[k - i - 1] - (0 if k - x - i - 1 < 0 else r[k - x - i - 1]) >= 1 ): continue cnt += 1 break print(n - cnt) def main() -> typing.NoReturn: n, k = map(int, input().split()) a = np.array(sys.stdin.readline().split(), dtype=np.int64) solve(a, k) main()
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Code Review: ⚠️ Code quality: Unexpected indentation at line 3 Unexpected indentation at line 5 Unexpected indentation at line 9 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 23 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 ✨ Improvements: Add docstring to function 'solve' Add docstring to function 'compute_dp' Remove debug print() at line 35 before production
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intermediate
|
machine_learning
|
code_review
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Pythoncode:Python
| 3
| 0
| 1,044
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport sys\r\nimport typing\r\n\r\nimport numpy as np\r\n\r\n\r\ndef solve(a: np.ndarray, k: int) -> typing.NoReturn:\r\n n = len(a)\r\n\r\n def compute_dp(a: np.ndarray) -> np.ndarray:\r\n dp = np.zeros((n + 1, k), np.bool8)\r\n dp[0, 0] = True\r\n for i in range(n):\r\n dp[i + 1] = dp[i].copy()\r\n dp[i + 1, a[i] :] |= dp[i, : -a[i]]\r\n return dp\r\n\r\n dp_l = compute_dp(a)\r\n dp_r = compute_dp(a[::-1])[::-1]\r\n dp_r = dp_r.astype(np.int64).cumsum(axis=1)\r\n\r\n cnt = 0\r\n for p in range(n):\r\n l, r = dp_l[p], dp_r[n - p]\r\n x = a[p]\r\n for i in np.flatnonzero(l).tolist():\r\n if (\r\n not r[k - i - 1]\r\n - (0 if k - x - i - 1 < 0 else r[k - x - i - 1])\r\n >= 1\r\n ):\r\n continue\r\n cnt += 1\r\n break\r\n print(n - cnt)\r\n\r\n\r\ndef main() -> typing.NoReturn:\r\n n, k = map(int, input().split())\r\n a = np.array(sys.stdin.readline().split(), dtype=np.int64)\r\n solve(a, k)\r\n\r\n\r\nmain()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 3\n Unexpected indentation at line 5\n Unexpected indentation at line 9\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 23\n Unexpected indentation at line 25\n Unexpected indentation at line 26\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 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n\n\u2728 Improvements:\n Add docstring to function 'solve'\n Add docstring to function 'compute_dp'\n Remove debug print() at line 35 before production"}]
| false
| null | null | null |
0a98e4f650bd93b816382fc9c8f7255712fc94e9
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import network def conncb(task): print("[{}] Connected".format(task)) def disconncb(task): print("[{}] Disconnected".format(task)) def subscb(task): print("[{}] Subscribed".format(task)) def pubcb(pub): print("[{}] Published: {}".format(pub[0], pub[1])) def datacb(msg): print("[{}] Data arrived from topic: {}, Message:\n".format(msg[0], msg[1]), msg[2]) mqtt = network.mqtt("loboris", "mqtt://loboris.eu", user="wifimcu", password="wifimculobo", cleansession=True, connected_cb=conncb, disconnected_cb=disconncb, subscribed_cb=subscb, published_cb=pubcb, data_cb=datacb) # secure connection requires more memory and may not work # mqtts = network.mqtt("eclipse", "mqtts//iot.eclipse.org", cleansession=True, connected_cb=conncb, disconnected_cb=disconncb, subscribed_cb=subscb, published_cb=pubcb, data_cb=datacb) # wsmqtt = network.mqtt("eclipse", "ws://iot.eclipse.org:80/ws", cleansession=True, data_cb=datacb) mqtt.start() #mqtt.config(lwt_topic='status', lwt_msg='Disconected') ''' # Wait until status is: (1, 'Connected') mqtt.subscribe('test') mqtt.publish('test', 'Hi from Micropython') mqtt.stop() ''' # ================== # ThingSpeak example # ================== import network def datacb(msg): print("[{}] Data arrived from topic: {}, Message:\n".format(msg[0], msg[1]), msg[2]) thing = network.mqtt("thingspeak", "mqtt://mqtt.thingspeak.com", user="anyName", password="ThingSpeakMQTTid", cleansession=True, data_cb=datacb) # or secure connection
|
#thing = network.mqtt("thingspeak", "mqtts://mqtt.thingspeak.com", user="anyName", password="ThingSpeakMQTTid", cleansession=True, data_cb=datacb) thingspeakChannelId = "123456" # enter Thingspeak Channel ID thingspeakChannelWriteApiKey = "ThingspeakWriteAPIKey" # EDIT - enter Thingspeak Write API Key thingspeakFieldNo = 1 thingSpeakChanelFormat = "json" pubchan = "channels/{:s}/publish/{:s}".format(thingspeakChannelId, thingspeakChannelWriteApiKey) pubfield = "channels/{:s}/publish/fields/field{}/{:s}".format(thingspeakChannelId, thingspeakFieldNo, thingspeakChannelWriteApiKey) subchan = "channels/{:s}/subscribe/{:s}/{:s}".format(thingspeakChannelId, thingSpeakChanelFormat, thingspeakChannelWriteApiKey) subfield = "channels/{:s}/subscribe/fields/field{}/{:s}".format(thingspeakChannelId, thingspeakFieldNo, thingspeakChannelWriteApiKey) thing.start() tmo = 0 while thing.status()[0] != 2: utime.sleep_ms(100) tmo += 1 if tmo > 80: print("Not connected") break # subscribe to channel thing.subscribe(subchan) # subscribe to field thing.subscribe(subfield) # publish to channel # Payload can include any of those fields separated b< ';': # "field1=value;field2=value;...;field8=value;latitude=value;longitude=value;elevation=value;status=value" thing.publish(pubchan, "field1=25.2;status=On line") # Publish to field thing.publish(pubfield, "24.5")
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advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 6
| 0
| 2,929
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport network\n\ndef conncb(task):\n print(\"[{}] Connected\".format(task))\n\ndef disconncb(task):\n print(\"[{}] Disconnected\".format(task))\n\ndef subscb(task):\n print(\"[{}] Subscribed\".format(task))\n\ndef pubcb(pub):\n print(\"[{}] Published: {}\".format(pub[0], pub[1]))\n\ndef datacb(msg):\n print(\"[{}] Data arrived from topic: {}, Message:\\n\".format(msg[0], msg[1]), msg[2])\n\n\nmqtt = network.mqtt(\"loboris\", \"mqtt://loboris.eu\", user=\"wifimcu\", password=\"wifimculobo\", cleansession=True, connected_cb=conncb, disconnected_cb=disconncb, subscribed_cb=subscb, published_cb=pubcb, data_cb=datacb)\n# secure connection requires more memory and may not work\n# mqtts = network.mqtt(\"eclipse\", \"mqtts//iot.eclipse.org\", cleansession=True, connected_cb=conncb, disconnected_cb=disconncb, subscribed_cb=subscb, published_cb=pubcb, data_cb=datacb)\n# wsmqtt = network.mqtt(\"eclipse\", \"ws://iot.eclipse.org:80/ws\", cleansession=True, data_cb=datacb)\n\nmqtt.start()\n\n#mqtt.config(lwt_topic='status', lwt_msg='Disconected')\n\n\n\n\n'''\n\n# Wait until status is: (1, 'Connected')\n\nmqtt.subscribe('test')\nmqtt.publish('test', 'Hi from Micropython')\n\nmqtt.stop()\n\n'''\n\n# ==================\n# ThingSpeak example\n# ==================\n\nimport network\n\ndef datacb(msg):\n print(\"[{}] Data arrived from topic: {}, Message:\\n\".format(msg[0], msg[1]), msg[2])\n\nthing = network.mqtt(\"thingspeak\", \"mqtt://mqtt.thingspeak.com\", user=\"anyName\", password=\"ThingSpeakMQTTid\", cleansession=True, data_cb=datacb)\n# or secure connection"}, {"role": "assistant", "content": "\n#thing = network.mqtt(\"thingspeak\", \"mqtts://mqtt.thingspeak.com\", user=\"anyName\", password=\"ThingSpeakMQTTid\", cleansession=True, data_cb=datacb)\n\nthingspeakChannelId = \"123456\" # enter Thingspeak Channel ID\nthingspeakChannelWriteApiKey = \"ThingspeakWriteAPIKey\" # EDIT - enter Thingspeak Write API Key\nthingspeakFieldNo = 1\nthingSpeakChanelFormat = \"json\"\n\npubchan = \"channels/{:s}/publish/{:s}\".format(thingspeakChannelId, thingspeakChannelWriteApiKey)\npubfield = \"channels/{:s}/publish/fields/field{}/{:s}\".format(thingspeakChannelId, thingspeakFieldNo, thingspeakChannelWriteApiKey)\nsubchan = \"channels/{:s}/subscribe/{:s}/{:s}\".format(thingspeakChannelId, thingSpeakChanelFormat, thingspeakChannelWriteApiKey)\nsubfield = \"channels/{:s}/subscribe/fields/field{}/{:s}\".format(thingspeakChannelId, thingspeakFieldNo, thingspeakChannelWriteApiKey)\n\nthing.start()\ntmo = 0\nwhile thing.status()[0] != 2:\n utime.sleep_ms(100)\n tmo += 1\n if tmo > 80:\n print(\"Not connected\")\n break\n\n# subscribe to channel\nthing.subscribe(subchan)\n\n# subscribe to field\nthing.subscribe(subfield)\n\n# publish to channel\n# Payload can include any of those fields separated b< ';':\n# \"field1=value;field2=value;...;field8=value;latitude=value;longitude=value;elevation=value;status=value\"\nthing.publish(pubchan, \"field1=25.2;status=On line\")\n\n# Publish to field\nthing.publish(pubfield, \"24.5\")"}]
| false
| null | null | null |
0a99a93e656914b21bfd27861c1447d786a91bee
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Generated by Django 2.2.8 on 2019-12-14 19:07 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('game', '0008_auto_20191214_1019'), ] operations = [ migrations.AddField( model_name='game', name='game_type', field=models.CharField(choices=[('E', 'Exhibition'), ('S', 'Spring Training'), ('R', 'Regular Season'), ('F', 'Wild Card'), ('D', 'Divisional Series'), ('L', 'League Championship Series'), ('W', 'World Series')], default='R', max_length=30), ), ]
|
Classes: Migration This code demonstrates Pythoncode:Python programming.
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advanced
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machine_learning
|
code_explanation
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Pythoncode:Python
| 0
| 1
| 585
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Generated by Django 2.2.8 on 2019-12-14 19:07\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('game', '0008_auto_20191214_1019'),\n ]\n\n operations = [\n migrations.AddField(\n model_name='game',\n name='game_type',\n field=models.CharField(choices=[('E', 'Exhibition'), ('S', 'Spring Training'), ('R', 'Regular Season'), ('F', 'Wild Card'), ('D', 'Divisional Series'), ('L', 'League Championship Series'), ('W', 'World Series')], default='R', max_length=30),\n ),\n ]"}, {"role": "assistant", "content": " Classes: Migration\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0a9a47e3f3a1f529a8e26eeea21042cb90395afd
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # flake8: NOQA E501 import ast import random from textwrap import dedent from typing import List from main.exercises import generate_list, generate_string from main.text import ExerciseStep, MessageStep, Page, Step, VerbatimStep, search_ast from main.utils import returns_stdout class IntroducingLists(Page): class first_list(VerbatimStep): """ It's time to learn about a powerful new type of value called lists. Here's an example: __program_indented__ """ def program(self): words = ['This', 'is', 'a', 'list'] for word in words: print(word) class can_contain_anything(VerbatimStep): """ A list is a *sequence* (an ordered collection/container) of any number of values. The values are often referred to as *elements*. They can be anything: numbers, strings, booleans, even lists! They can also be a mixture of types. To create a list directly, like above: 1. Write some square brackets: `[]` 2. If you don't want an empty list, write some expressions inside to be the elements. 3. Put commas (`,`) between elements to separate them. Here's another example of making a list: __program_indented__ """ def program(self): x = 1 things = ['Hello', x, x + 3] print(things) class numbers_sum(VerbatimStep): """ As you saw above, lists are *iterable*, meaning you can iterate over them with a `for loop`. Here's a program that adds up all the numbers in a list: __program_indented__ """ def program(self): numbers = [3, 1, 4, 1, 5, 9] total = 0 # Complete this line total += number print(total) class strings_sum(ExerciseStep): """ Now modify the program so that it can add up a list of strings instead of numbers. For example, given: words = ['This', 'is', 'a', 'list'] it should print: Thisisalist """ hints = """ This is very similar to the exercises you've done building up strings character by character. The solution is very similar to the program that adds numbers. In fact, what happens if you try running that program with a list of strings? The problem is that 0. You can't add 0 to a string because numbers and strings are incompatible. Is there a similar concept among strings to 0? A blank initial value? """ @returns_stdout def solution(self, words: List[str]): total = '' for word in words: total += word print(total) tests = [ (['This', 'is', 'a', 'list'], 'Thisisalist'), (['The', 'quick', 'brown', 'fox', 'jumps'], 'Thequickbrownfoxjumps'), ] ... [58 more classdefs truncated] ...
|
The missing line is: for number in numbers:
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 5
| 2,795
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# flake8: NOQA E501\nimport ast\nimport random\nfrom textwrap import dedent\nfrom typing import List\n\nfrom main.exercises import generate_list, generate_string\nfrom main.text import ExerciseStep, MessageStep, Page, Step, VerbatimStep, search_ast\nfrom main.utils import returns_stdout\n\n\nclass IntroducingLists(Page):\n class first_list(VerbatimStep):\n \"\"\"\nIt's time to learn about a powerful new type of value called lists. Here's an example:\n\n__program_indented__\n \"\"\"\n\n def program(self):\n words = ['This', 'is', 'a', 'list']\n\n for word in words:\n print(word)\n\n class can_contain_anything(VerbatimStep):\n \"\"\"\nA list is a *sequence* (an ordered collection/container) of any number of values.\nThe values are often referred to as *elements*.\nThey can be anything: numbers, strings, booleans, even lists! They can also be a mixture of types.\n\nTo create a list directly, like above:\n\n1. Write some square brackets: `[]`\n2. If you don't want an empty list, write some expressions inside to be the elements.\n3. Put commas (`,`) between elements to separate them.\n\nHere's another example of making a list:\n\n__program_indented__\n \"\"\"\n\n def program(self):\n x = 1\n things = ['Hello', x, x + 3]\n print(things)\n\n class numbers_sum(VerbatimStep):\n \"\"\"\nAs you saw above, lists are *iterable*, meaning you can iterate over them with a `for loop`.\nHere's a program that adds up all the numbers in a list:\n\n__program_indented__\n \"\"\"\n\n def program(self):\n numbers = [3, 1, 4, 1, 5, 9]\n\n total = 0\n # Complete this line\n total += number\n\n print(total)\n\n class strings_sum(ExerciseStep):\n \"\"\"\nNow modify the program so that it can add up a list of strings instead of numbers.\nFor example, given:\n\n words = ['This', 'is', 'a', 'list']\n\nit should print:\n\n Thisisalist\n \"\"\"\n\n hints = \"\"\"\nThis is very similar to the exercises you've done building up strings character by character.\nThe solution is very similar to the program that adds numbers.\nIn fact, what happens if you try running that program with a list of strings?\nThe problem is that 0. You can't add 0 to a string because numbers and strings are incompatible.\nIs there a similar concept among strings to 0? A blank initial value?\n\"\"\"\n\n @returns_stdout\n def solution(self, words: List[str]):\n total = ''\n for word in words:\n total += word\n\n print(total)\n\n tests = [\n (['This', 'is', 'a', 'list'], 'Thisisalist'),\n (['The', 'quick', 'brown', 'fox', 'jumps'], 'Thequickbrownfoxjumps'),\n ]\n\n\n ... [58 more classdefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n for number in numbers:"}]
| false
| null | null | null |
0a9a9f93de2f3ba2e7d9c2affc936358894ee511
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import time import redis import json import argparse """ Follows the StackExchange best practice for creating a work queue. Basically push a task and publish a message that a task is there.""" def PushTask(client, queue, task, topic):
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 7 • Block at line 10 has no body - expected indented block • IndentationError at line 10 Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 245
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport time\nimport redis\nimport json\nimport argparse\n\n\n\"\"\" Follows the StackExchange best practice for creating a work queue.\n Basically push a task and publish a message that a task is there.\"\"\"\n\ndef PushTask(client, queue, task, topic):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 7\n \u2022 Block at line 10 has no body - expected indented block\n \u2022 IndentationError at line 10\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0a9abefb5c7f43f4b3586ebf44ef35bd05d5118a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from __future__ import absolute_import, unicode_literals import os from celery import Celery # set the default Django settings module for the 'celery' program. os.environ.setdefault("DJANGO_SETTINGS_MODULE", "app.settings") app = Celery("app") # Using a string here means the worker doesn't have to serialize # the configuration object to child processes. # - namespace='CELERY' means all celery-related configuration keys # should have a `CELERY_` prefix. app.config_from_object("django.conf:settings", namespace="CELERY") # Load task modules from all registered Django app configs. app.autodiscover_tasks() Error: SyntaxError / EOF
|
Fixed Code: from __future__ import absolute_import, unicode_literals import os from celery import Celery # set the default Django settings module for the 'celery' program. os.environ.setdefault("DJANGO_SETTINGS_MODULE", "app.settings") app = Celery("app") # Using a string here means the worker doesn't have to serialize # the configuration object to child processes. # - namespace='CELERY' means all celery-related configuration keys # should have a `CELERY_` prefix. app.config_from_object("django.conf:settings", namespace="CELERY") # Load task modules from all registered Django app configs. app.autodiscover_tasks() Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 616
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom __future__ import absolute_import, unicode_literals\n\nimport os\n\nfrom celery import Celery\n\n# set the default Django settings module for the 'celery' program.\nos.environ.setdefault(\"DJANGO_SETTINGS_MODULE\", \"app.settings\")\n\napp = Celery(\"app\")\n\n# Using a string here means the worker doesn't have to serialize\n# the configuration object to child processes.\n# - namespace='CELERY' means all celery-related configuration keys\n# should have a `CELERY_` prefix.\napp.config_from_object(\"django.conf:settings\", namespace=\"CELERY\")\n\n# Load task modules from all registered Django app configs.\napp.autodiscover_tasks()\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom __future__ import absolute_import, unicode_literals\n\nimport os\n\nfrom celery import Celery\n\n# set the default Django settings module for the 'celery' program.\nos.environ.setdefault(\"DJANGO_SETTINGS_MODULE\", \"app.settings\")\n\napp = Celery(\"app\")\n\n# Using a string here means the worker doesn't have to serialize\n# the configuration object to child processes.\n# - namespace='CELERY' means all celery-related configuration keys\n# should have a `CELERY_` prefix.\napp.config_from_object(\"django.conf:settings\", namespace=\"CELERY\")\n\n# Load task modules from all registered Django app configs.\napp.autodiscover_tasks()\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0a9ca97f3e91b994b2c90fedaf1ef527a056c57a
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from garage.core.serializable import Serializable from garage.core.parameterized import Parameterized # noqa: I100 __all__ = ['Serializable', 'Parameterized']
|
Code Review: Code looks good! Consider edge cases Add comprehensive tests
|
beginner
|
general
|
code_review
|
Pythoncode:Python
| 0
| 0
| 161
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom garage.core.serializable import Serializable\nfrom garage.core.parameterized import Parameterized # noqa: I100\n\n__all__ = ['Serializable', 'Parameterized']"}, {"role": "assistant", "content": " Code Review:\n\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
0a9d2e6c0217618be0d23544b03fc29100edce45
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.forms import forms class FormatBoundField(forms.BoundField): """ The format field skips the rendering with the label attribute in the form level (i.e => form.as_p() doesn't have to generate any label for format field). This boundfield has this main goal. """ def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) # This attribute is used to generate (or not) the final label # with html tags. We force the label to None to avoid the label # generation: self.label = None class HelpTextBoundField(FormatBoundField): def value(self): return self.field.text class TitleBoundField(FormatBoundField): def value(self): return self.field.label class SeparatorBoundField(FormatBoundField): def value(self):
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Unterminated string literal at line 5 • Block at line 20 has no indented body • Block at line 26 has no indented body Fix: Complete the function 'value' body and add missing return
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 4
| 4
| 835
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.forms import forms\n\n\nclass FormatBoundField(forms.BoundField):\n \"\"\"\n The format field skips the rendering with the label attribute\n in the form level (i.e => form.as_p() doesn't have to generate any label\n for format field).\n This boundfield has this main goal.\n \"\"\"\n\n def __init__(self, *args, **kwargs):\n super().__init__(*args, **kwargs)\n # This attribute is used to generate (or not) the final label\n # with html tags. We force the label to None to avoid the label\n # generation:\n self.label = None\n\n\nclass HelpTextBoundField(FormatBoundField):\n\n def value(self):\n return self.field.text\n\n\nclass TitleBoundField(FormatBoundField):\n\n def value(self):\n return self.field.label\n\n\nclass SeparatorBoundField(FormatBoundField):\n\n def value(self):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Unterminated string literal at line 5\n \u2022 Block at line 20 has no indented body\n \u2022 Block at line 26 has no indented body\n\n Fix: Complete the function 'value' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
0a9de0f402594abfa8300f717bad17c1f1a23420
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: class TaskA: def run(self): V, A, B, C = map(int, input().split()) pass class TaskB: def run(self): A = int(input()) B = int(input()) C = int(input()) X = int(input()) counter = 0 for a in range(A+1): for b in range(B+1): for c in range(C+1): total = 500 * a + 100 * b + 50 * c if total == X: counter += 1 print(counter) class TaskC: def run(self): pass if __name__ == "__main__": task = TaskB() task.run()
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 4 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 💡 Suggestions: Add docstring to class 'TaskA' Add docstring to class 'TaskB' Add docstring to class 'TaskC'
|
advanced
|
machine_learning
|
debugging
|
Pythoncode:Python
| 3
| 3
| 602
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nclass TaskA:\n def run(self):\n V, A, B, C = map(int, input().split())\n pass\n\nclass TaskB:\n def run(self):\n A = int(input())\n B = int(input())\n C = int(input())\n X = int(input())\n\n counter = 0\n for a in range(A+1):\n for b in range(B+1):\n for c in range(C+1):\n total = 500 * a + 100 * b + 50 * c\n if total == X:\n counter += 1\n print(counter)\n\nclass TaskC:\n def run(self):\n pass\n\nif __name__ == \"__main__\":\n task = TaskB()\n task.run()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 4\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'TaskA'\n Add docstring to class 'TaskB'\n Add docstring to class 'TaskC'"}]
| false
| null | null | null |
0a9deb518dd12c6a3961ce613b76fcc3db2acd68
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/python import socket,sys,os TCP_IP = '127.0.0.1' TCP_PORT = 6262 BUFFER_SIZE = 1024 s= socket.socket(socket.AF_INET,socket.SOCK_STREAM) s.bind((TCP_IP,TCP_PORT)) # Complete this line conn, addr = s.accept() print('Connection entrante :', addr) data = conn.recv(BUFFER_SIZE) if data == "m" : os.popen("chmod +w $PWD") else : os.popen("chmod -w $PWD") while 1 : data = conn.recv(BUFFER_SIZE) print data if data == "1": break rep = os.popen(data+" 2>&1") conn.send("reponse : \n"+rep.read()) conn.close()
|
The missing line is: s.listen(5)
|
intermediate
|
data_processing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 536
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/python\n\n\n\nimport socket,sys,os\n\nTCP_IP = '127.0.0.1'\nTCP_PORT = 6262\nBUFFER_SIZE = 1024\n\ns= socket.socket(socket.AF_INET,socket.SOCK_STREAM)\n\ns.bind((TCP_IP,TCP_PORT))\n\n # Complete this line\n\nconn, addr = s.accept()\nprint('Connection entrante :', addr)\n\ndata = conn.recv(BUFFER_SIZE)\nif data == \"m\" :\n os.popen(\"chmod +w $PWD\")\nelse :\n os.popen(\"chmod -w $PWD\")\n\nwhile 1 :\n data = conn.recv(BUFFER_SIZE)\n print data\n if data == \"1\":\n break\n\n rep = os.popen(data+\" 2>&1\")\n conn.send(\"reponse : \\n\"+rep.read())\n\n\nconn.close()"}, {"role": "assistant", "content": "The missing line is:\ns.listen(5)"}]
| false
| null | null | null |
0a9e0852ce066b6a61ac5cfb9625f8879b66f594
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from rest_framework_jwt.utils import jwt_decode_handler from users.models import User from users.serializers import UserSerializer def jwt_response_payload_handler(token, user=None, request=None): return { 'token': token, 'user': UserSerializer(user, context={'request': request).data } def get_token_from_request(request): auth = request.META.get('HTTP_AUTHORIZATION', '').split() if len(auth) == 2: return auth[1] return None def get_user_from_token(token): data = jwt_decode_handler(token) user_id = data.get('user_id') if user_id: try: return User.objects.get(id=user_id) except User.DoesNotExist: return None return None def get_user_from_request(request): token = get_token_from_request(request) if token: return get_user_from_token(token) return None
|
Syntax Analysis: Syntax Errors Found: • Unmatched closing bracket ')' at line 10 • Unclosed '{' at line 8 - expected '}' • Unclosed '(' at line 10 - expected ')' Fixes: • Add closing '}' bracket • Add closing ')' bracket • Check opening and closing brackets
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 4
| 0
| 887
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom rest_framework_jwt.utils import jwt_decode_handler\n\nfrom users.models import User\nfrom users.serializers import UserSerializer\n\n\ndef jwt_response_payload_handler(token, user=None, request=None):\n return {\n 'token': token,\n 'user': UserSerializer(user, context={'request': request).data\n }\n\n\ndef get_token_from_request(request):\n auth = request.META.get('HTTP_AUTHORIZATION', '').split()\n if len(auth) == 2:\n return auth[1]\n return None\n\n\ndef get_user_from_token(token):\n data = jwt_decode_handler(token)\n user_id = data.get('user_id')\n if user_id:\n try:\n return User.objects.get(id=user_id)\n except User.DoesNotExist:\n return None\n return None\n\n\ndef get_user_from_request(request):\n token = get_token_from_request(request)\n if token:\n return get_user_from_token(token)\n return None"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unmatched closing bracket ')' at line 10\n \u2022 Unclosed '{' at line 8 - expected '}'\n \u2022 Unclosed '(' at line 10 - 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
|
0a9ea2c54f2546f23ad0eceb20e12ee8b19cd36b
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright (c) 2020 Xilinx, Inc. # All rights reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # # * Redistributions of source code must retain the above copyright notice, this # list of conditions and the following disclaimer. # # * Redistributions in binary form must reproduce the above copyright notice, # this list of conditions and the following disclaimer in the documentation # and/or other materials provided with the distribution. # # * Neither the name of Xilinx nor the names of its # contributors may be used to endorse or promote products derived from # this software without specific prior written permission. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" # AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE # IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE # DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE # FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL # DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR # SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER # CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, # OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. import numpy as np import os import random import string import subprocess import tempfile import warnings from finn.core.datatype import DataType # mapping from PYNQ board names to FPGA part names def get_rtlsim_trace_depth(): """Return the trace depth for rtlsim via PyVerilator. Controllable via the RTLSIM_TRACE_DEPTH environment variable. If the env.var. is undefined, the default value of 1 is returned. A trace depth of 1 will only show top-level signals and yield smaller .vcd files. The following depth values are of interest for whole-network stitched IP rtlsim: - level 1 shows top-level input/output streams - level 2 shows per-layer input/output streams - level 3 shows per full-layer I/O including FIFO count signals """ try: return int(os.environ["RTLSIM_TRACE_DEPTH"]) except KeyError: return 1 def get_remote_vivado(): """Return the address of the remote Vivado synthesis server as set by the, REMOTE_VIVADO environment variable, otherwise return None""" try: return os.environ["REMOTE_VIVADO"] except KeyError: return None ... [21 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 41 Block at line 5 has no indented body Invalid syntax at line 70: ... [21 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 47 💡 Suggestions: Complete the expression on the last line Add closing quote at line 41 Review syntax near the error location
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 2
| 0
| 2,719
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright (c) 2020 Xilinx, Inc.\n# All rights reserved.\n#\n# Redistribution and use in source and binary forms, with or without\n# modification, are permitted provided that the following conditions are met:\n#\n# * Redistributions of source code must retain the above copyright notice, this\n# list of conditions and the following disclaimer.\n#\n# * Redistributions in binary form must reproduce the above copyright notice,\n# this list of conditions and the following disclaimer in the documentation\n# and/or other materials provided with the distribution.\n#\n# * Neither the name of Xilinx nor the names of its\n# contributors may be used to endorse or promote products derived from\n# this software without specific prior written permission.\n#\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE\n# DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE\n# FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL\n# DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR\n# SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER\n# CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,\n# OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE\n# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n\nimport numpy as np\nimport os\nimport random\nimport string\nimport subprocess\nimport tempfile\nimport warnings\n\nfrom finn.core.datatype import DataType\n\n# mapping from PYNQ board names to FPGA part names\ndef get_rtlsim_trace_depth():\n \"\"\"Return the trace depth for rtlsim via PyVerilator. Controllable\n via the RTLSIM_TRACE_DEPTH environment variable. If the env.var. is\n undefined, the default value of 1 is returned. A trace depth of 1\n will only show top-level signals and yield smaller .vcd files.\n\n The following depth values are of interest for whole-network stitched IP\n rtlsim:\n - level 1 shows top-level input/output streams\n - level 2 shows per-layer input/output streams\n - level 3 shows per full-layer I/O including FIFO count signals\n \"\"\"\n\n try:\n return int(os.environ[\"RTLSIM_TRACE_DEPTH\"])\n except KeyError:\n return 1\n\n\ndef get_remote_vivado():\n \"\"\"Return the address of the remote Vivado synthesis server as set by the,\n REMOTE_VIVADO environment variable, otherwise return None\"\"\"\n\n try:\n return os.environ[\"REMOTE_VIVADO\"]\n except KeyError:\n return None\n\n\n\n ... [21 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 41\n Block at line 5 has no indented body\n Invalid syntax at line 70: ... [21 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 47\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 41\n Review syntax near the error location"}]
| false
| null | null | null |
0a9ed4d324eb619f1707025aa2d1ca6c25ef2609
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from tkinter import * from tkcalendar import Calendar from datetime import datetime from datetime import date import tkinter as tk from tkinter import ttk from tkinter.messagebox import askyesno import re # Complete this line import tkinter.messagebox import pandas as pd import pandas as pd import datetime from dateutil import rrule, parser class Application: ... [6 more functiondefs truncated] ...
|
The missing line is: import sqlite3
|
intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 1
| 426
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom tkinter import *\r\nfrom tkcalendar import Calendar\r\nfrom datetime import datetime\r\nfrom datetime import date\r\n\r\nimport tkinter as tk\r\nfrom tkinter import ttk\r\nfrom tkinter.messagebox import askyesno\r\n\r\nimport re\r\n # Complete this line\nimport tkinter.messagebox\r\nimport pandas as pd\r\n\r\nimport pandas as pd\r\nimport datetime\r\n\r\nfrom dateutil import rrule, parser\r\nclass Application:\r\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nimport sqlite3"}]
| false
| null | null | null |
0a9f22dd58e0b2b2c094a6f1cf7277e84b5b669b
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import os import tempfile import unittest from datetime import datetime from google.protobuf.json_format import ParseDict from ...monitoring.MonitoringDatabase import MonitoringDatabase from ...protobuf.generated.computer_info_pb2 import ADD, UpdateEvent
|
from ...protobuf.generated.monitoring_service_pb2 import DataUpdateRequest from ...utils.testing import async_test from .wallets import wallets_cmd ... [1 more classdefs truncated] ...
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 451
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\nimport tempfile\nimport unittest\nfrom datetime import datetime\n\nfrom google.protobuf.json_format import ParseDict\n\nfrom ...monitoring.MonitoringDatabase import MonitoringDatabase\nfrom ...protobuf.generated.computer_info_pb2 import ADD, UpdateEvent"}, {"role": "assistant", "content": "\nfrom ...protobuf.generated.monitoring_service_pb2 import DataUpdateRequest\nfrom ...utils.testing import async_test\nfrom .wallets import wallets_cmd\n\n\n\n ... [1 more classdefs truncated] ..."}]
| false
| null | null | null |
0a9f437ec901227c3a525ef2b2000464e450f945
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright (c) 2020. Hanchen Wang, hw501@cam.ac.uk import os, open3d, numpy as np File_ = open('ModelNet_flist_short.txt', 'w') if __name__ == "__main__": root_dir = "../data/ModelNet_subset/" for root, dirs, files in os.walk(root_dir, topdown=False): for file in files: if '.ply' in file: amesh = open3d.io.read_triangle_mesh(os.path.join(root, file)) out_file_name = os.path.join(root, file).replace('.ply', '_normalised.obj') center = amesh.get_center() amesh.translate(-center) maxR = (np.asarray(amesh.vertices)**2).sum(axis=1).max()**(1/2) # we found divided by (2*maxR) has best rendered visualisation results amesh.scale(1/(2*maxR)) open3d.io.write_triangle_mesh(out_file_name, amesh) File_.writelines(out_file_name.replace('.obj', '').replace(root_dir, '') + '\n') print(out_file_name)
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 14 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Potential division by zero - add validation Potential division by zero - add validation ✨ Improvements: Remove debug print() at line 23 before production
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 0
| 0
| 990
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright (c) 2020. Hanchen Wang, hw501@cam.ac.uk\n\nimport os, open3d, numpy as np\n\nFile_ = open('ModelNet_flist_short.txt', 'w')\n\nif __name__ == \"__main__\":\n root_dir = \"../data/ModelNet_subset/\"\n\n for root, dirs, files in os.walk(root_dir, topdown=False):\n for file in files:\n if '.ply' in file:\n amesh = open3d.io.read_triangle_mesh(os.path.join(root, file))\n out_file_name = os.path.join(root, file).replace('.ply', '_normalised.obj')\n\n center = amesh.get_center()\n amesh.translate(-center)\n maxR = (np.asarray(amesh.vertices)**2).sum(axis=1).max()**(1/2)\n # we found divided by (2*maxR) has best rendered visualisation results\n amesh.scale(1/(2*maxR))\n open3d.io.write_triangle_mesh(out_file_name, amesh)\n File_.writelines(out_file_name.replace('.obj', '').replace(root_dir, '') + '\\n')\n print(out_file_name)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\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 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Potential division by zero - add validation\n Potential division by zero - add validation\n\n\u2728 Improvements:\n Remove debug print() at line 23 before production"}]
| false
| null | null | null |
0a9f5b949039e60cbeefb54542ccaa4f60417abd
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # coding: utf-8 # Copyright (c) Pymatgen Development Team. # Distributed under the terms of the MIT License. from __future__ import division, unicode_literals class InsertionElectrode(AbstractElectrode): """ A set of topotactically related compounds, with different amounts of a single element, e.g. TiO2 and LiTiO2, that can be used to define an insertion battery electrode. """ def __init__(self, entries, working_ion_entry): """ Create a new InsertionElectrode. Args: entries: A list of ComputedStructureEntries (or subclasses) representing the different topotactic states of the battery, e.g. TiO2 and LiTiO2. working_ion_entry: A single ComputedEntry or PDEntry representing the element that carries charge across the battery, e.g. Li. """ self._entries = entries self._working_ion = working_ion_entry.composition.elements[0] self._working_ion_entry = working_ion_entry #Prepare
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 8 Fix: Complete the truncated code structure
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advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 4
| 1
| 1,064
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding: utf-8\n# Copyright (c) Pymatgen Development Team.\n# Distributed under the terms of the MIT License.\n\nfrom __future__ import division, unicode_literals\n\nclass InsertionElectrode(AbstractElectrode):\n \"\"\"\n A set of topotactically related compounds, with different amounts of a\n single element, e.g. TiO2 and LiTiO2, that can be used to define an\n insertion battery electrode.\n \"\"\"\n\n def __init__(self, entries, working_ion_entry):\n \"\"\"\n Create a new InsertionElectrode.\n\n Args:\n entries: A list of ComputedStructureEntries (or subclasses)\n representing the different topotactic states of the battery,\n e.g. TiO2 and LiTiO2.\n working_ion_entry: A single ComputedEntry or PDEntry\n representing the element that carries charge across the\n battery, e.g. Li.\n \"\"\"\n self._entries = entries\n self._working_ion = working_ion_entry.composition.elements[0]\n self._working_ion_entry = working_ion_entry\n\n #Prepare"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 8\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0aa08817091e8a101312819073f37fbcd1819291
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: ########################################################################## # # Copyright (c) 2013, John Haddon. All rights reserved. # Copyright (c) 2013, Image Engine Design Inc. All rights reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are # met: # # * Redistributions of source code must retain the above # copyright notice, this list of conditions and the following # disclaimer. # # * Redistributions in binary form must reproduce the above # copyright notice, this list of conditions and the following # disclaimer in the documentation and/or other materials provided with # the distribution. # # * Neither the name of John Haddon nor the names of # any other contributors to this software may be used to endorse or # promote products derived from this software without specific prior # written permission. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS # IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, # THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR # PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR Error: SyntaxError / EOF
|
Fixed Code: ########################################################################## # # Copyright (c) 2013, John Haddon. All rights reserved. # Copyright (c) 2013, Image Engine Design Inc. All rights reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are # met: # # * Redistributions of source code must retain the above # copyright notice, this list of conditions and the following # disclaimer. # # * Redistributions in binary form must reproduce the above # copyright notice, this list of conditions and the following # disclaimer in the documentation and/or other materials provided with # the distribution. # # * Neither the name of John Haddon nor the names of # any other contributors to this software may be used to endorse or Explanation: Complete the truncated code structure
|
advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 1,287
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n##########################################################################\n#\n# Copyright (c) 2013, John Haddon. All rights reserved.\n# Copyright (c) 2013, Image Engine Design Inc. All rights reserved.\n#\n# Redistribution and use in source and binary forms, with or without\n# modification, are permitted provided that the following conditions are\n# met:\n#\n# * Redistributions of source code must retain the above\n# copyright notice, this list of conditions and the following\n# disclaimer.\n#\n# * Redistributions in binary form must reproduce the above\n# copyright notice, this list of conditions and the following\n# disclaimer in the documentation and/or other materials provided with\n# the distribution.\n#\n# * Neither the name of John Haddon nor the names of\n# any other contributors to this software may be used to endorse or\n# promote products derived from this software without specific prior\n# written permission.\n#\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS\n# IS\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO,\n# THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR\n# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n##########################################################################\n#\n# Copyright (c) 2013, John Haddon. All rights reserved.\n# Copyright (c) 2013, Image Engine Design Inc. All rights reserved.\n#\n# Redistribution and use in source and binary forms, with or without\n# modification, are permitted provided that the following conditions are\n# met:\n#\n# * Redistributions of source code must retain the above\n# copyright notice, this list of conditions and the following\n# disclaimer.\n#\n# * Redistributions in binary form must reproduce the above\n# copyright notice, this list of conditions and the following\n# disclaimer in the documentation and/or other materials provided with\n# the distribution.\n#\n# * Neither the name of John Haddon nor the names of\n# any other contributors to this software may be used to endorse or\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0aa0ecacfe2573f92054f8caab4ad37415452b90
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Generated by Django 3.2 on 2021-04-15 18:05 from django.conf import settings from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): initial = True dependencies = [ migrations.swappable_dependency(settings.AUTH_USER_MODEL), ] operations = [ migrations.CreateModel( name='Author', fields=[ ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('author', models.OneToOneField(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)), ], ), migrations.CreateModel( name='Category', fields=[ ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('category', models.CharField(default='select category', max_length=255, unique=True)), ('subscriber', models.ManyToManyField(related_name='subscriber', to=settings.AUTH_USER_MODEL)), ], ), migrations.CreateModel( name='Post', fields=[ ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('choosing', models.BooleanField(default=False)), ('time_in', models.DateTimeField(auto_now_add=True)), ('title', models.CharField(max_length=255, unique=True)), ('text', models.TextField(max_length=255)), ('rating', models.FloatField(default=0.0)), ('author', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, to='News.author', verbose_name='User')), ('category', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='News.category')), ], ), ]
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 0
| 1
| 1,946
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Generated by Django 3.2 on 2021-04-15 18:05\n\nfrom django.conf import settings\nfrom django.db import migrations, models\nimport django.db.models.deletion\n\n\nclass Migration(migrations.Migration):\n\n initial = True\n\n dependencies = [\n migrations.swappable_dependency(settings.AUTH_USER_MODEL),\n ]\n\n operations = [\n migrations.CreateModel(\n name='Author',\n fields=[\n ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('author', models.OneToOneField(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),\n ],\n ),\n migrations.CreateModel(\n name='Category',\n fields=[\n ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('category', models.CharField(default='select category', max_length=255, unique=True)),\n ('subscriber', models.ManyToManyField(related_name='subscriber', to=settings.AUTH_USER_MODEL)),\n ],\n ),\n migrations.CreateModel(\n name='Post',\n fields=[\n ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('choosing', models.BooleanField(default=False)),\n ('time_in', models.DateTimeField(auto_now_add=True)),\n ('title', models.CharField(max_length=255, unique=True)),\n ('text', models.TextField(max_length=255)),\n ('rating', models.FloatField(default=0.0)),\n ('author', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, to='News.author', verbose_name='User')),\n ('category', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='News.category')),\n ],\n ),\n ]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0aa3e139fa08c65698af3c065bdbf7e9c6759f7b
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python # Copyright 2016 Andy Chu. 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 """ cmd_exec_test.py: Tests for cmd_exec.py """ import unittest from core import test_lib from core.meta import syntax_asdl, Id from osh import state suffix_op = syntax_asdl.suffix_op osh_word = syntax_asdl.word word_part = syntax_asdl.word_part def InitEvaluator(): word_ev = test_lib.MakeTestEvaluator() state.SetLocalString(word_ev.mem, 'x', 'xxx') state.SetLocalString(word_ev.mem, 'y', 'yyy') return word_ev class ExpansionTest(unittest.TestCase): def testBraceExpand(self): arena = test_lib.MakeArena('<cmd_exec_test.py>') c_parser = test_lib.InitCommandParser('echo _{a,b}_', arena=arena) node = c_parser._ParseCommandLine() print(node) ex = test_lib.InitExecutor(arena=arena) #print(ex.Execute(node)) #print(ex._ExpandWords(node.words)) class VarOpTest(unittest.TestCase): def testVarOps(self): ev = InitEvaluator() # initializes x=xxx and y=yyy unset_sub = word_part.BracedVarSub(syntax_asdl.token(Id.VSub_Name, 'unset')) part_vals = [] ev._EvalWordPart(unset_sub, part_vals) print(part_vals) set_sub = word_part.BracedVarSub(syntax_asdl.token(Id.VSub_Name, 'x')) part_vals = [] ev._EvalWordPart(set_sub, part_vals) print(part_vals) # Now add some ops part = word_part.LiteralPart(syntax_asdl.token(Id.Lit_Chars, 'default')) arg_word = osh_word.CompoundWord([part]) test_op = suffix_op.StringUnary(Id.VTest_ColonHyphen, arg_word) unset_sub.suffix_op = test_op set_sub.suffix_op = test_op part_vals = [] ev._EvalWordPart(unset_sub, part_vals) print(part_vals) part_vals = [] ev._EvalWordPart(set_sub, part_vals) print(part_vals) if __name__ == '__main__': unittest.main()
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 8 • Block at line 30 has no indented body • Block at line 43 has no indented body Fixes: • Add closing quote at line 8 • Fix indentation to match Python syntax rules
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 3
| 2
| 2,021
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# Copyright 2016 Andy Chu. All rights reserved.\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\"\"\"\ncmd_exec_test.py: Tests for cmd_exec.py\n\"\"\"\n\nimport unittest\n\nfrom core import test_lib\n from core.meta import syntax_asdl, Id\nfrom osh import state\n\nsuffix_op = syntax_asdl.suffix_op\nosh_word = syntax_asdl.word\nword_part = syntax_asdl.word_part\n\n\ndef InitEvaluator():\n word_ev = test_lib.MakeTestEvaluator()\n state.SetLocalString(word_ev.mem, 'x', 'xxx')\n state.SetLocalString(word_ev.mem, 'y', 'yyy')\n return word_ev\n\n\nclass ExpansionTest(unittest.TestCase):\n\n def testBraceExpand(self):\n arena = test_lib.MakeArena('<cmd_exec_test.py>')\n c_parser = test_lib.InitCommandParser('echo _{a,b}_', arena=arena)\n node = c_parser._ParseCommandLine()\n print(node)\n\n ex = test_lib.InitExecutor(arena=arena)\n #print(ex.Execute(node))\n #print(ex._ExpandWords(node.words))\n\n\nclass VarOpTest(unittest.TestCase):\n\n def testVarOps(self):\n ev = InitEvaluator() # initializes x=xxx and y=yyy\n unset_sub = word_part.BracedVarSub(syntax_asdl.token(Id.VSub_Name, 'unset'))\n part_vals = []\n ev._EvalWordPart(unset_sub, part_vals)\n print(part_vals)\n\n set_sub = word_part.BracedVarSub(syntax_asdl.token(Id.VSub_Name, 'x'))\n part_vals = []\n ev._EvalWordPart(set_sub, part_vals)\n print(part_vals)\n\n # Now add some ops\n part = word_part.LiteralPart(syntax_asdl.token(Id.Lit_Chars, 'default'))\n arg_word = osh_word.CompoundWord([part])\n test_op = suffix_op.StringUnary(Id.VTest_ColonHyphen, arg_word)\n unset_sub.suffix_op = test_op\n set_sub.suffix_op = test_op\n\n part_vals = []\n ev._EvalWordPart(unset_sub, part_vals)\n print(part_vals)\n\n part_vals = []\n ev._EvalWordPart(set_sub, part_vals)\n print(part_vals)\n\n\nif __name__ == '__main__':\n unittest.main()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 8\n \u2022 Block at line 30 has no indented body\n \u2022 Block at line 43 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 8\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
0aa3ebc9e71e06ddfc092d3a9a924b404661453e
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Generated by Django 2.0.8 on 2019-05-29 16:00 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('blitz_api', '0019_merge_20190524_1719'), ] operations = [ ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: migrations.AlterField( model_name='exportmedia', name='file', field=models.FileField(upload_to='export/%Y/%m/', verbose_name='file'), ),
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 0
| 1
| 229
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Generated by Django 2.0.8 on 2019-05-29 16:00\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('blitz_api', '0019_merge_20190524_1719'),\n ]\n\n operations = [\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 migrations.AlterField(\n model_name='exportmedia',\n name='file',\n field=models.FileField(upload_to='export/%Y/%m/', verbose_name='file'),\n ),"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0aa43893204c6ba098361aa19c39257195d9d726
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import numpy as np import torch import torch.nn.functional as F from codes.d_agents.a0_base_agent import float32_preprocessor from codes.d_agents.on_policy.on_policy_agent import OnPolicyAgent from codes.e_utils import rl_utils, replay_buffer from codes.d_agents.actions import ProbabilityActionSelector from codes.e_utils.names import DeepLearningModelName, AgentMode class AgentDiscreteA2C(OnPolicyAgent): """ """ def __init__( self, worker_id, input_shape, num_outputs, train_action_selector, test_and_play_action_selector, params, device ): assert isinstance(train_action_selector, ProbabilityActionSelector) assert isinstance(test_and_play_action_selector, ProbabilityActionSelector) assert params.DEEP_LEARNING_MODEL in [ DeepLearningModelName.DISCRETE_STOCHASTIC Error: SyntaxError / EOF
|
Fixed Code: import numpy as np import torch import torch.nn.functional as F from codes.d_agents.a0_base_agent import float32_preprocessor from codes.d_agents.on_policy.on_policy_agent import OnPolicyAgent from codes.e_utils import rl_utils, replay_buffer from codes.d_agents.actions import ProbabilityActionSelector from codes.e_utils.names import DeepLearningModelName, AgentMode class AgentDiscreteA2C(OnPolicyAgent): """ """ def __init__( self, worker_id, input_shape, num_outputs, train_action_selector, test_and_play_action_selector, params, device ): assert isinstance(train_action_selector, ProbabilityActionSelector) assert isinstance(test_and_play_action_selector, ProbabilityActionSelector) Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 848
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport numpy as np\nimport torch\nimport torch.nn.functional as F\n\nfrom codes.d_agents.a0_base_agent import float32_preprocessor\nfrom codes.d_agents.on_policy.on_policy_agent import OnPolicyAgent\nfrom codes.e_utils import rl_utils, replay_buffer\nfrom codes.d_agents.actions import ProbabilityActionSelector\nfrom codes.e_utils.names import DeepLearningModelName, AgentMode\n\n\nclass AgentDiscreteA2C(OnPolicyAgent):\n \"\"\"\n \"\"\"\n def __init__(\n self, worker_id, input_shape, num_outputs,\n train_action_selector, test_and_play_action_selector, params, device\n ):\n assert isinstance(train_action_selector, ProbabilityActionSelector)\n assert isinstance(test_and_play_action_selector, ProbabilityActionSelector)\n assert params.DEEP_LEARNING_MODEL in [\n DeepLearningModelName.DISCRETE_STOCHASTIC\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport numpy as np\nimport torch\nimport torch.nn.functional as F\n\nfrom codes.d_agents.a0_base_agent import float32_preprocessor\nfrom codes.d_agents.on_policy.on_policy_agent import OnPolicyAgent\nfrom codes.e_utils import rl_utils, replay_buffer\nfrom codes.d_agents.actions import ProbabilityActionSelector\nfrom codes.e_utils.names import DeepLearningModelName, AgentMode\n\n\nclass AgentDiscreteA2C(OnPolicyAgent):\n \"\"\"\n \"\"\"\n def __init__(\n self, worker_id, input_shape, num_outputs,\n train_action_selector, test_and_play_action_selector, params, device\n ):\n assert isinstance(train_action_selector, ProbabilityActionSelector)\n assert isinstance(test_and_play_action_selector, ProbabilityActionSelector)\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0aa50be39d8821cc01c657b693bc988aa6fe4578
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from discord.ext.commands import Bot, Cog class Webhook(Cog): """ Webhook functionality # Complete this line def __init__(self, bot: Bot): self.bot = bot def setup(bot): bot.add_cog(Webhook(bot))
|
The missing line is: """
|
beginner
|
oop
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 188
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom discord.ext.commands import Bot, Cog\n\nclass Webhook(Cog):\n\t\"\"\"\n\tWebhook functionality\n # Complete this line\n\n\tdef __init__(self, bot: Bot):\n\t\tself.bot = bot\n\ndef setup(bot):\n\tbot.add_cog(Webhook(bot))"}, {"role": "assistant", "content": "The missing line is:\n\t\"\"\""}]
| false
| null | null | null |
0aa514fa3ff45ce4defbd248dad8a995955378b1
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from django import forms from django.core.mail import send_mail from django.conf import settings class ContactForm(forms.Form): name = forms.CharField(label='Nome', required=True) email = forms.EmailField(label='E-mail') message = forms.CharField(label='Mensagem', widget=forms.Textarea(), required=True) def send_mail(self): name = self.cleaned_data['name'] email = self.cleaned_data['email'] message = self.cleaned_data['message'] message = 'Nome: {0}\nE-mail:{1}\n{2}'.format(name, email, message) send_mail( 'Contato Django E-commerce', message, settings.DEFAULT_FROM_EMAIL, [settings.DEFAULT_FROM_EMAIL] )
|
Code Review: ❌ Critical issues: Block at line 6 has no indented body ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 ✨ Improvements: Add docstring to class 'ContactForm' Add docstring to function 'send_mail'
|
advanced
|
database
|
code_review
|
Pythoncode:Python
| 1
| 1
| 789
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom django import forms\nfrom django.core.mail import send_mail\nfrom django.conf import settings\n\n\nclass ContactForm(forms.Form):\n\n name = forms.CharField(label='Nome', required=True)\n email = forms.EmailField(label='E-mail')\n message = forms.CharField(label='Mensagem', widget=forms.Textarea(),\n required=True)\n\n def send_mail(self):\n name = self.cleaned_data['name']\n email = self.cleaned_data['email']\n message = self.cleaned_data['message']\n message = 'Nome: {0}\\nE-mail:{1}\\n{2}'.format(name, email, message)\n send_mail(\n 'Contato Django E-commerce',\n message,\n settings.DEFAULT_FROM_EMAIL,\n [settings.DEFAULT_FROM_EMAIL]\n )"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 6 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n\n\u2728 Improvements:\n Add docstring to class 'ContactForm'\n Add docstring to function 'send_mail'"}]
| false
| null | null | null |
0aa6e5ef18ddd1cd84d84ba40a68b3ca12d3ecf7
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import gi class AddFriendWidget(Gtk.Box): def __init__(self, main_window, fchat_prv, friend_list): Gtk.Box.__init__(self, spacing=7, orientation = Gtk.Orientation.VERTICAL) self.fchat_prv = fchat_prv self.main_window = main_window self.friend_list = friend_list self.fchat_prv.add_friend_gui = self self.generate_keys_bt = Gtk.Button('Generate Key') self.generate_keys_bt.connect('clicked', self.on_generate_keys) self.save_bt = Gtk.Button('Save') self.save_bt.connect('clicked', self.on_save) self.cancel_bt = Gtk.Button('Cancel') self.cancel_bt.connect('clicked', self.on_cancel) self.close_bt = Gtk.Button('Close') self.close_bt.connect('clicked', self.on_close) self.owner_info = Gtk.Entry() self.owner_info.set_sensitive(False) self.copy_clipboard_bt = Gtk.Button(label='Copy to clipboard') self.clipboard = Gtk.Clipboard.get(Gdk.SELECTION_CLIPBOARD) self.copy_clipboard_bt.connect('clicked', self.on_copy_clipboard) h_owner = Gtk.Box(spacing=5) h_owner.pack_start(self.owner_info, True, True, 1) h_owner.pack_start(self.copy_clipboard_bt, False, False, 1) self.friend_info = Gtk.Entry() self.friend_info.set_placeholder_text('Key of your friend') self.spinner = Gtk.Spinner() self.pack_start(h_owner, True, False, 7) self.pack_start(self.friend_info, True, False, 7) self.pack_start(self.spinner, True, False, 7) h_bt = Gtk.Box() h_bt.pack_start(self.generate_keys_bt, True, False, 7) h_bt.pack_start(self.save_bt, True, False, 7) h_bt.pack_start(self.cancel_bt, True, False, 7) h_bt.pack_start(self.close_bt, True, False, 7) self.pack_start(h_bt, True, False, 7) self.job = None def on_generate_keys(self, button): self.pub, self.prv, self.pub_info_key, self.job = self.fchat_prv.generate_key_for_friend() self.owner_info.set_text(self.pub_info_key) self.on_generate_keys_start() def on_generate_keys_start(self): self.spinner.show() self.spinner.start() self.friend_info.set_sensitive(False) self.save_bt.set_sensitive(False) self.close_bt.set_sensitive(False) self.generate_keys_bt.set_sensitive(False) self.copy_clipboard_bt.set_sensitive(False) def on_generate_keys_ok(self): self.spinner.hide() self.spinner.stop() self.friend_info.set_sensitive(True) self.save_bt.set_sensitive(True) self.close_bt.set_sensitive(True) self.generate_keys_bt.set_sensitive(True) self.copy_clipboard_bt.set_sensitive(True) ... [10 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Block at line 2 has no indented body • IndentationError at line 41 Fixes: • Complete the expression on the last line • Fix indentation to match Python syntax rules
|
advanced
|
ui
|
syntax_repair
|
Pythoncode:Python
| 4
| 1
| 2,833
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport gi\nclass AddFriendWidget(Gtk.Box):\n\n def __init__(self, main_window, fchat_prv, friend_list):\n Gtk.Box.__init__(self, spacing=7, orientation = Gtk.Orientation.VERTICAL)\n\n self.fchat_prv = fchat_prv\n self.main_window = main_window\n self.friend_list = friend_list\n\n self.fchat_prv.add_friend_gui = self\n\n self.generate_keys_bt = Gtk.Button('Generate Key')\n self.generate_keys_bt.connect('clicked', self.on_generate_keys)\n\n self.save_bt = Gtk.Button('Save')\n self.save_bt.connect('clicked', self.on_save)\n\n self.cancel_bt = Gtk.Button('Cancel')\n self.cancel_bt.connect('clicked', self.on_cancel)\n\n self.close_bt = Gtk.Button('Close')\n self.close_bt.connect('clicked', self.on_close)\n\n self.owner_info = Gtk.Entry()\n self.owner_info.set_sensitive(False)\n \n self.copy_clipboard_bt = Gtk.Button(label='Copy to clipboard')\n self.clipboard = Gtk.Clipboard.get(Gdk.SELECTION_CLIPBOARD)\n self.copy_clipboard_bt.connect('clicked', self.on_copy_clipboard)\n \n h_owner = Gtk.Box(spacing=5)\n h_owner.pack_start(self.owner_info, True, True, 1)\n h_owner.pack_start(self.copy_clipboard_bt, False, False, 1)\n\n self.friend_info = Gtk.Entry()\n self.friend_info.set_placeholder_text('Key of your friend')\n self.spinner = Gtk.Spinner()\n\n self.pack_start(h_owner, True, False, 7)\n self.pack_start(self.friend_info, True, False, 7)\n self.pack_start(self.spinner, True, False, 7)\n h_bt = Gtk.Box()\n h_bt.pack_start(self.generate_keys_bt, True, False, 7)\n h_bt.pack_start(self.save_bt, True, False, 7)\n h_bt.pack_start(self.cancel_bt, True, False, 7)\n h_bt.pack_start(self.close_bt, True, False, 7)\n self.pack_start(h_bt, True, False, 7)\n \n self.job = None\n\n def on_generate_keys(self, button):\n self.pub, self.prv, self.pub_info_key, self.job = self.fchat_prv.generate_key_for_friend()\n self.owner_info.set_text(self.pub_info_key)\n self.on_generate_keys_start()\n\n def on_generate_keys_start(self):\n self.spinner.show()\n self.spinner.start()\n self.friend_info.set_sensitive(False)\n self.save_bt.set_sensitive(False)\n self.close_bt.set_sensitive(False)\n self.generate_keys_bt.set_sensitive(False)\n self.copy_clipboard_bt.set_sensitive(False)\n\n def on_generate_keys_ok(self):\n self.spinner.hide()\n self.spinner.stop()\n self.friend_info.set_sensitive(True)\n self.save_bt.set_sensitive(True)\n self.close_bt.set_sensitive(True)\n self.generate_keys_bt.set_sensitive(True)\n self.copy_clipboard_bt.set_sensitive(True)\n\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Block at line 2 has no indented body\n \u2022 IndentationError at line 41\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
|
0aa6ee42edcf06446ba2b86d62dbe6a27542ef2e
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import random def game(): # 我的血量 my_hp = 1000 # 敌人的血量 enemy_hp = 1000 while True: # 我受到随机的攻击，减少血量 my_hp = my_hp - random.randint(0, 50) # 敌人收到随机的攻击，减少血量 enemy_hp = enemy_hp - random.randint(0, 50) if my_hp <= 0: # 如果我此时的血量<=0，则敌人赢了 print("敌人赢了") # 退出循环 break elif enemy_hp <= 0: # 如果敌人此时的血量<=0，则我赢了 print("我赢了") # 跳出循环 break if __name__ == '__main__': game()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 533
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport random\n\n\ndef game():\n # \u6211\u7684\u8840\u91cf\n my_hp = 1000\n # \u654c\u4eba\u7684\u8840\u91cf\n enemy_hp = 1000\n\n while True:\n # \u6211\u53d7\u5230\u968f\u673a\u7684\u653b\u51fb\uff0c\u51cf\u5c11\u8840\u91cf\n my_hp = my_hp - random.randint(0, 50)\n # \u654c\u4eba\u6536\u5230\u968f\u673a\u7684\u653b\u51fb\uff0c\u51cf\u5c11\u8840\u91cf\n enemy_hp = enemy_hp - random.randint(0, 50)\n\n if my_hp <= 0:\n # \u5982\u679c\u6211\u6b64\u65f6\u7684\u8840\u91cf<=0\uff0c\u5219\u654c\u4eba\u8d62\u4e86\n print(\"\u654c\u4eba\u8d62\u4e86\")\n # \u9000\u51fa\u5faa\u73af\n break\n elif enemy_hp <= 0:\n # \u5982\u679c\u654c\u4eba\u6b64\u65f6\u7684\u8840\u91cf<=0\uff0c\u5219\u6211\u8d62\u4e86\n print(\"\u6211\u8d62\u4e86\")\n # \u8df3\u51fa\u5faa\u73af\n break\n\n\nif __name__ == '__main__':\n game()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0aa7a0ee45227c9db1cfad5be465b9e3f1596fbf
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from enum import Enum class ApiResponseType(Enum): error = "Error" warning = "Warning" info = "Info" ok = "OK" too_busy = "Too busy" class ApiResponse: def __init__(self, code: int, response_type: ApiResponseType, message): self.code = code self.type = response_type self.message = message class ApiResponseError(Exception): def __init__(self, response: ApiResponse, message="Api exception"): self.response = response self.message = message super().__init__(self.message) def __str__(self): return f"{self.message}\n{self.response.code}: [{self.response.type}] {self.response.message}"
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 3
| 3
| 681
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom enum import Enum\n\n\nclass ApiResponseType(Enum):\n error = \"Error\"\n warning = \"Warning\"\n info = \"Info\"\n ok = \"OK\"\n too_busy = \"Too busy\"\n\n\nclass ApiResponse:\n def __init__(self, code: int, response_type: ApiResponseType, message):\n self.code = code\n self.type = response_type\n self.message = message\n\n\nclass ApiResponseError(Exception):\n def __init__(self, response: ApiResponse, message=\"Api exception\"):\n self.response = response\n self.message = message\n super().__init__(self.message)\n\n def __str__(self):\n return f\"{self.message}\\n{self.response.code}: [{self.response.type}] {self.response.message}\""}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0aa7b0d58d58a3a7d6eb18bd016c9b5d7166087a
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. # Import Local Modules import marvin from nose.plugins.attrib import attr from marvin.cloudstackTestCase import cloudstackTestCase import unittest from marvin.cloudstackAPI import * from marvin.lib.utils import * from marvin.lib.base import * from marvin.lib.common import * from marvin.codes import PASS, FAILED, SUCCESS, XEN_SERVER from marvin.sshClient import SshClient import requests class TestBrowseUploadTemplate(cloudstackTestCase): """ Tests for browser based upload template feature. Once all issues in test_browse_templates.py are fixed, this should be merged back """ @classmethod def setUpClass(cls): cls.testClient = super(TestBrowseUploadTemplate, cls).getClsTestClient() cls.testdata = cls.testClient.getParsedTestDataConfig() cls.apiclient = cls.testClient.getApiClient() cls.hypervisor = cls.testClient.getHypervisorInfo() cls._cleanup = [] cls.cleanup = [] hosts = list_hosts( cls.apiclient, type="Routing" ) if hosts is None: cls.SkipTest( "There are no hypervisor's available. Check list hosts response") cls.uploadtemplateformat = "VHD" cls.templatename = "test" cls.templatehypervisor = "XenServer" cls.templateostypeid = 142 cls.zone = get_zone(cls.apiclient, cls.testClient.getZoneForTests()) cls.domain = get_domain(cls.apiclient) cls.pod = get_pod(cls.apiclient, cls.zone.id) cls.account = Account.create( cls.apiclient, cls.testdata["account"], domainid=cls.domain.id ) cls._cleanup = [ cls.account ] ... [4 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 33 Block at line 31 has no indented body Invalid syntax at line 73: ... [4 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 💡 Suggestions: Complete the expression on the last line Add closing quote at line 33 Review syntax near the error location
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 1
| 1
| 2,550
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Licensed to the Apache Software Foundation (ASF) under one\n# or more contributor license agreements. See the NOTICE file\n# distributed with this work for additional information\n# regarding copyright ownership. The ASF licenses this file\n# to you under the Apache License, Version 2.0 (the\n# \"License\"); you may not use this file except in compliance\n# with the License. You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing,\n# software distributed under the License is distributed on an\n# \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n# KIND, either express or implied. See the License for the\n# specific language governing permissions and limitations\n# under the License.\n\n# Import Local Modules\n\nimport marvin\nfrom nose.plugins.attrib import attr\nfrom marvin.cloudstackTestCase import cloudstackTestCase\nimport unittest\nfrom marvin.cloudstackAPI import *\nfrom marvin.lib.utils import *\nfrom marvin.lib.base import *\nfrom marvin.lib.common import *\nfrom marvin.codes import PASS, FAILED, SUCCESS, XEN_SERVER\nfrom marvin.sshClient import SshClient\nimport requests\nclass TestBrowseUploadTemplate(cloudstackTestCase):\n\n \"\"\"\n Tests for browser based upload template feature. Once all issues in test_browse_templates.py are fixed, this should be merged back\n \"\"\"\n @classmethod\n def setUpClass(cls):\n cls.testClient = super(TestBrowseUploadTemplate, cls).getClsTestClient()\n cls.testdata = cls.testClient.getParsedTestDataConfig()\n cls.apiclient = cls.testClient.getApiClient()\n cls.hypervisor = cls.testClient.getHypervisorInfo()\n cls._cleanup = []\n cls.cleanup = []\n\n hosts = list_hosts(\n cls.apiclient,\n type=\"Routing\"\n )\n if hosts is None:\n cls.SkipTest(\n \"There are no hypervisor's available. Check list hosts response\")\n\n cls.uploadtemplateformat = \"VHD\"\n cls.templatename = \"test\"\n cls.templatehypervisor = \"XenServer\"\n cls.templateostypeid = 142\n\n cls.zone = get_zone(cls.apiclient, cls.testClient.getZoneForTests())\n cls.domain = get_domain(cls.apiclient)\n cls.pod = get_pod(cls.apiclient, cls.zone.id)\n\n cls.account = Account.create(\n cls.apiclient,\n cls.testdata[\"account\"],\n domainid=cls.domain.id\n )\n\n cls._cleanup = [\n cls.account\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 33\n Block at line 31 has no indented body\n Invalid syntax at line 73: ... [4 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 33\n Review syntax near the error location"}]
| false
| null | null | null |
0aa7bee18a6d9f952d21c773ce61328493a8b54b
|
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
|
0aa818d9912fa4e7124c341cc827cf2ddf2f640c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pytest from flask import Markup from notifications_utils.formatters import ( def test_makes_links_out_of_URLs(url): link = '<a style="word-wrap: break-word; color: #005ea5;" href="{}">{}</a>'.format(url, url) assert (notify_email_markdown(url) == ( '<p style="Margin: 0 0 20px 0; font-size: 11pt; line-height: 25px; color: #0B0C0C;">' '{}' '</p>' ).format(link)) @pytest.mark.parametrize('input, output', [ ( ( 'this is some text with a link http://example.com in the middle' ), ( 'this is some text with a link ' '<a style="word-wrap: break-word; color: #005ea5;" href="http://example.com">http://example.com</a>' ' in the middle' ), ), ( ( 'this link is in brackets (http://example.com)' ), ( 'this link is in brackets ' '(<a style="word-wrap: break-word; color: #005ea5;" href="http://example.com">http://example.com</a>)' ), )
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 4 - expected ')' • Unclosed '(' at line 14 - expected ')' • Unclosed '[' at line 14 - expected ']' Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 1,040
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pytest\nfrom flask import Markup\n\nfrom notifications_utils.formatters import (\ndef test_makes_links_out_of_URLs(url):\n link = '<a style=\"word-wrap: break-word; color: #005ea5;\" href=\"{}\">{}</a>'.format(url, url)\n assert (notify_email_markdown(url) == (\n '<p style=\"Margin: 0 0 20px 0; font-size: 11pt; line-height: 25px; color: #0B0C0C;\">'\n '{}'\n '</p>'\n ).format(link))\n\n\n@pytest.mark.parametrize('input, output', [\n (\n (\n 'this is some text with a link http://example.com in the middle'\n ),\n (\n 'this is some text with a link '\n '<a style=\"word-wrap: break-word; color: #005ea5;\" href=\"http://example.com\">http://example.com</a>'\n ' in the middle'\n ),\n ),\n (\n (\n 'this link is in brackets (http://example.com)'\n ),\n (\n 'this link is in brackets '\n '(<a style=\"word-wrap: break-word; color: #005ea5;\" href=\"http://example.com\">http://example.com</a>)'\n ),\n )"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 4 - expected ')'\n \u2022 Unclosed '(' at line 14 - expected ')'\n \u2022 Unclosed '[' at line 14 - expected ']'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0aaa20d8b1879b4c1bc74cd5f86f6df85b43a7e8
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: def banner_text(text): screen_width = 80 if len(text) > screen_width - 4: print("EEK!!") print("THE TEXT IS TOO LONG TO FIT IN THE SPECIFIED WIDTH") if text == "*": print("*" * screen_width) else: centred_text = text.center(screen_width - 4) output_string = "**{0}**".format(centred_text) print(output_string) banner_text("*") banner_text("Always look on the bright side of life...") banner_text("If life seems jolly rotten,") banner_text("There's something you've forgotten!") banner_text("And that's to laugh and smile and dance and sing,")
|
banner_text(" ") banner_text("When you're feeling in the dumps,") banner_text("Don't be silly chumps,") banner_text("Just purse your lips and whistle - that's the thing!") banner_text("And... always look on the bright side of life...") banner_text("*") result = banner_text("Nothing is returned") print(result) numbers = [4, 2, 7, 5, 8, 3, 9, 6, 1] print(numbers.sort())
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 983
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\ndef banner_text(text):\n screen_width = 80\n if len(text) > screen_width - 4:\n print(\"EEK!!\")\n print(\"THE TEXT IS TOO LONG TO FIT IN THE SPECIFIED WIDTH\")\n\n if text == \"*\":\n print(\"*\" * screen_width)\n else:\n centred_text = text.center(screen_width - 4)\n output_string = \"**{0}**\".format(centred_text)\n print(output_string)\n\n\nbanner_text(\"*\")\nbanner_text(\"Always look on the bright side of life...\")\nbanner_text(\"If life seems jolly rotten,\")\nbanner_text(\"There's something you've forgotten!\")\nbanner_text(\"And that's to laugh and smile and dance and sing,\")"}, {"role": "assistant", "content": "\nbanner_text(\" \")\nbanner_text(\"When you're feeling in the dumps,\")\nbanner_text(\"Don't be silly chumps,\")\nbanner_text(\"Just purse your lips and whistle - that's the thing!\")\nbanner_text(\"And... always look on the bright side of life...\")\nbanner_text(\"*\")\n\nresult = banner_text(\"Nothing is returned\")\nprint(result)\n\nnumbers = [4, 2, 7, 5, 8, 3, 9, 6, 1]\nprint(numbers.sort())"}]
| false
| null | null | null |
0aaa92e8b56443a2b167621484f9881042d7391b
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from .provider import Provider from .adapter import Adapter from .device import Device from .gatt import GattService, GattCharacteristic, GattDescriptor
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 153
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom .provider import Provider\nfrom .adapter import Adapter\nfrom .device import Device\nfrom .gatt import GattService, GattCharacteristic, GattDescriptor"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0aab53b2cca857c20d172807e1c32d755b133366
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from axju.generic.basic import BasicWorker from axju.generic.execution import ExecutionWorker from axju.generic.template import TemplateWorker
|
Code Review: Code looks good! Consider edge cases Add comprehensive tests
|
beginner
|
general
|
code_review
|
Pythoncode:Python
| 0
| 0
| 143
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom axju.generic.basic import BasicWorker\nfrom axju.generic.execution import ExecutionWorker\nfrom axju.generic.template import TemplateWorker"}, {"role": "assistant", "content": " Code Review:\n\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
0aab7620f824873c7b572e13e03aa334f91e254d
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #!/usr/bin/env python # Copyright European Organization for Nuclear Research (CERN) # # 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 # # Authors: # - Wen Guan, <wguan@cern.ch>, 2014 # objectstoreSiteMover.py import os from configSiteMover import config_sm import SiteMover from xrootdObjectstoreSiteMover import xrootdObjectstoreSiteMover from S3ObjectstoreSiteMover import S3ObjectstoreSiteMover class objectstoreSiteMover(SiteMover.SiteMover): """ ObjectstoreSiteMover It uses the url to decide which ObjectstoreSiteMover implementation to be used. """ copyCommand = "objectstore" checksum_command = "adler32" def __init__(self, setup_path='', useTimerCommand=True, *args, **kwrds): self._setup = setup_path self._useTimerCommand = useTimerCommand def get_data(self, gpfn, lfn, path, fsize=0, fchecksum=0, guid=0, **pdict): gpfn = gpfn.replace("s3+rucio", "s3") if gpfn.startswith("root:"): sitemover = xrootdObjectstoreSiteMover(self.getSetup()) return sitemover.get_data(gpfn, lfn, path, fsize, fchecksum, guid, **pdict) if gpfn.startswith("s3:"): sitemover = S3ObjectstoreSiteMover(self.getSetup(), self._useTimerCommand) return sitemover.get_data(gpfn, lfn, path, fsize, fchecksum, guid, **pdict) return -1, "No objectstore sitemover found for this scheme(%s)" % gpfn def put_data(self, source, destination, fsize=0, fchecksum=0, **pdict): # Get input parameters from pdict lfn = pdict.get('lfn', '') logPath = pdict.get('logPath', '') if logPath == "": surl = logPath else: surl = os.path.join(destination, lfn) surl = surl.replace("s3+rucio", "s3") if surl.startswith("root:"): sitemover = xrootdObjectstoreSiteMover(self.getSetup()) return sitemover. put_data(source, destination, fsize, fchecksum, **pdict) if surl.startswith("s3:"): sitemover = S3ObjectstoreSiteMover(self.getSetup(), self._useTimerCommand) return sitemover. put_data(source, surl, fsize, fchecksum, **pdict) return -1, "No objectstore sitemover found for this scheme(%s)" % destination, destination, fsize, fchecksum, config_sm.ARCH_DEFAULT if __name__ == '__main__': os.environ['PilotHomeDir'] = os.getcwd() from SiteInformation import SiteInformation s1 = SiteInformation() #s1.getObjectstoresField("os_access_key", "eventservice", queuename='BNL_EC2W2_MCORE') f = objectstoreSiteMover() gpfn = "nonsens_gpfn" lfn = "AOD.310713._000004.pool.root.1" path = os.getcwd() fsize = "4261010441" fchecksum = "9145af38" dsname = "data11_7TeV.00177986.physics_Egamma.merge.AOD.r2276_p516_p523_tid310713_00" report = { ... [code truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong comparison operator Severity: CRITICAL Location: Line 48 Buggy code: if logPath == "": Should be: if logPath != "": Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
api
|
logical_errors
|
Pythoncode:Python
| 3
| 1
| 3,033
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#!/usr/bin/env python\n\n# Copyright European Organization for Nuclear Research (CERN)\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# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Authors:\n# - Wen Guan, <wguan@cern.ch>, 2014\n\n# objectstoreSiteMover.py\n\nimport os\nfrom configSiteMover import config_sm\n\nimport SiteMover\nfrom xrootdObjectstoreSiteMover import xrootdObjectstoreSiteMover\nfrom S3ObjectstoreSiteMover import S3ObjectstoreSiteMover\n\nclass objectstoreSiteMover(SiteMover.SiteMover):\n \"\"\"\n ObjectstoreSiteMover\n It uses the url to decide which ObjectstoreSiteMover implementation to be used.\n \"\"\"\n copyCommand = \"objectstore\"\n checksum_command = \"adler32\"\n\n def __init__(self, setup_path='', useTimerCommand=True, *args, **kwrds):\n self._setup = setup_path\n self._useTimerCommand = useTimerCommand\n\n def get_data(self, gpfn, lfn, path, fsize=0, fchecksum=0, guid=0, **pdict):\n gpfn = gpfn.replace(\"s3+rucio\", \"s3\")\n if gpfn.startswith(\"root:\"):\n sitemover = xrootdObjectstoreSiteMover(self.getSetup())\n return sitemover.get_data(gpfn, lfn, path, fsize, fchecksum, guid, **pdict)\n if gpfn.startswith(\"s3:\"):\n sitemover = S3ObjectstoreSiteMover(self.getSetup(), self._useTimerCommand)\n return sitemover.get_data(gpfn, lfn, path, fsize, fchecksum, guid, **pdict)\n return -1, \"No objectstore sitemover found for this scheme(%s)\" % gpfn\n\n def put_data(self, source, destination, fsize=0, fchecksum=0, **pdict):\n # Get input parameters from pdict\n lfn = pdict.get('lfn', '')\n logPath = pdict.get('logPath', '')\n if logPath == \"\":\n surl = logPath\n else:\n surl = os.path.join(destination, lfn)\n\n surl = surl.replace(\"s3+rucio\", \"s3\")\n if surl.startswith(\"root:\"):\n sitemover = xrootdObjectstoreSiteMover(self.getSetup())\n return sitemover. put_data(source, destination, fsize, fchecksum, **pdict)\n if surl.startswith(\"s3:\"):\n sitemover = S3ObjectstoreSiteMover(self.getSetup(), self._useTimerCommand)\n return sitemover. put_data(source, surl, fsize, fchecksum, **pdict)\n return -1, \"No objectstore sitemover found for this scheme(%s)\" % destination, destination, fsize, fchecksum, config_sm.ARCH_DEFAULT\n\n\nif __name__ == '__main__':\n\n os.environ['PilotHomeDir'] = os.getcwd()\n from SiteInformation import SiteInformation\n s1 = SiteInformation()\n #s1.getObjectstoresField(\"os_access_key\", \"eventservice\", queuename='BNL_EC2W2_MCORE')\n\n f = objectstoreSiteMover()\n\n gpfn = \"nonsens_gpfn\"\n lfn = \"AOD.310713._000004.pool.root.1\"\n path = os.getcwd()\n fsize = \"4261010441\"\n fchecksum = \"9145af38\"\n dsname = \"data11_7TeV.00177986.physics_Egamma.merge.AOD.r2276_p516_p523_tid310713_00\"\n report = {\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong comparison operator\n Severity: CRITICAL\n\n Location: Line 48\n\n Buggy code:\n if logPath == \"\":\n\n Should be:\n if logPath != \"\":\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
0aab9dbbc4006ac10614eb6e13f1101929dde5bc
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ # Esse arquivo possui algumas modificações em relação ao arquivo apresentado no vídeo do YouTube # Não deixe de assistir o vídeo e estudar pela documentação ofical Dash # +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ # importando as bibliotecas necessárias import dash import dash_core_components as dcc import dash_html_components as html # importando as funções que auxiliam no funcionamento das callbacks do subpacote dependencies do pacote dash from dash.dependencies import Input, Output # importando o módulo graph_objects da biblioteca plotly
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 776
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n# Esse arquivo possui algumas modifica\u00e7\u00f5es em rela\u00e7\u00e3o ao arquivo apresentado no v\u00eddeo do YouTube\n# N\u00e3o deixe de assistir o v\u00eddeo e estudar pela documenta\u00e7\u00e3o ofical Dash\n# +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n\n# importando as bibliotecas necess\u00e1rias\nimport dash\nimport dash_core_components as dcc\nimport dash_html_components as html\n\n# importando as fun\u00e7\u00f5es que auxiliam no funcionamento das callbacks do subpacote dependencies do pacote dash \nfrom dash.dependencies import Input, Output\n\n# importando o m\u00f3dulo graph_objects da biblioteca plotly"}, {"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
|
0aac44d185f9607658c52f2deb96d4cdd7259f28
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import re import datetime from javaccflab.lexer import parse from javaccflab.java_token import TokenType, Token, update_token_value class Formatter: def __init__(self, files): self.__files = files self.__file = None self.__tokens = [] self.__to_fix = dict() def process(self): tokens = [] for file in self.__files: tokens.append(parse(open(file, 'r').read())) i = 0 while i < len(tokens): self.__tokens = tokens[i] self.__file = self.__files[i] self.__find_to_fix() tokens[i] = self.__tokens i += 1 i = 0 while i < len(tokens): self.__tokens = tokens[i] self.__file = self.__files[i] self.__fix() self.__fix_comments() tokens[i] = self.__tokens i += 1 return tokens def __find_to_fix(self): ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: i = 0 while i < len(self.__tokens): token = self.__tokens[i] if token.get_value() == 'package': i = self.__fix_package(i)
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 938
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport re\nimport datetime\nfrom javaccflab.lexer import parse\nfrom javaccflab.java_token import TokenType, Token, update_token_value\n\n\nclass Formatter:\n def __init__(self, files):\n self.__files = files\n self.__file = None\n self.__tokens = []\n self.__to_fix = dict()\n\n def process(self):\n tokens = []\n for file in self.__files:\n tokens.append(parse(open(file, 'r').read()))\n i = 0\n while i < len(tokens):\n self.__tokens = tokens[i]\n self.__file = self.__files[i]\n self.__find_to_fix()\n tokens[i] = self.__tokens\n i += 1\n i = 0\n while i < len(tokens):\n self.__tokens = tokens[i]\n self.__file = self.__files[i]\n self.__fix()\n self.__fix_comments()\n tokens[i] = self.__tokens\n i += 1\n return tokens\n\n def __find_to_fix(self):\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 i = 0\n while i < len(self.__tokens):\n token = self.__tokens[i]\n if token.get_value() == 'package':\n i = self.__fix_package(i)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0aacd880ac180e15a9b5e161088e8e7de26eb77d
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: class CAttackEvasionPGDExp(CAttackEvasionPGDLS): """Evasion attacks using Projected Gradient Descent with Exponential line search. This class implements the maximum-confidence evasion attacks proposed in: - https://arxiv.org/abs/1910.00470, EURASIP JIS, 2020. - https://arxiv.org/abs/1708.06939, ICCV W. ViPAR, 2017. It is the multi-class extension of our original work in: - https://arxiv.org/abs/1708.06131, ECML 2013, implemented using a standard projected gradient solver. This attack uses a faster line search than PGD-LS. In all our attacks, we use a smart double initialization to avoid using the mimicry term from our ECML 2013 paper, as described in: - https://pralab.diee.unica.it/sites/default/files/zhang15-tcyb.pdf, IEEE TCYB, 2015 If the attack is not successful when starting from x0, we initialize the optimization by projecting a point from another class onto the feasible domain or try again. Parameters ---------- classifier : CClassifier Target classifier. double_init_ds : CDataset or None, optional Dataset used to initialize an alternative init point (double init). double_init : bool, optional If True (default), use double initialization point. Needs double_init_ds not to be None. distance : {'l1' or 'l2'}, optional Norm to use for computing the distance of the adversarial example from the original sample. Default 'l2'. dmax : scalar, optional Maximum value of the perturbation. Default 1. lb, ub : int or CArray, optional Lower/Upper bounds. If int, the same bound will be applied to all the features. If CArray, a different bound can be specified for each feature. Default `lb = 0`, `ub = 1`. y_target : int or None, optional If None an error-generic attack will be performed, else a error-specific attack to have the samples misclassified as belonging to the `y_target` class. attack_classes : 'all' or CArray, optional Array with the classes that can be manipulated by the attacker or 'all' (default) if all classes can be manipulated. solver_params : dict or None, optional Parameters for the solver. Default None, meaning that default parameters will be used. See :class:`COptimizerPGDExp` for more information. Attributes ---------- class_type : 'e-pgd-exp' """ __class_type = 'e-pgd-exp' ... [1 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 22 Buggy code: class onto the feasible domain or try again. Should be: class onto the feasible domain and try again. Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
api
|
logical_errors
|
Pythoncode:Python
| 0
| 2
| 2,553
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nclass CAttackEvasionPGDExp(CAttackEvasionPGDLS):\n \"\"\"Evasion attacks using Projected Gradient Descent with Exponential line search.\n\n This class implements the maximum-confidence evasion attacks proposed in:\n\n - https://arxiv.org/abs/1910.00470, EURASIP JIS, 2020.\n - https://arxiv.org/abs/1708.06939, ICCV W. ViPAR, 2017.\n\n It is the multi-class extension of our original work in:\n\n - https://arxiv.org/abs/1708.06131, ECML 2013,\n implemented using a standard projected gradient solver.\n\n This attack uses a faster line search than PGD-LS.\n\n In all our attacks, we use a smart double initialization to avoid using the\n mimicry term from our ECML 2013 paper, as described in:\n - https://pralab.diee.unica.it/sites/default/files/zhang15-tcyb.pdf, IEEE TCYB, 2015\n\n If the attack is not successful when starting from x0,\n we initialize the optimization by projecting a point from another\n class onto the feasible domain or try again.\n\n Parameters\n ----------\n classifier : CClassifier\n Target classifier.\n double_init_ds : CDataset or None, optional\n Dataset used to initialize an alternative init point (double init).\n double_init : bool, optional\n If True (default), use double initialization point.\n Needs double_init_ds not to be None.\n distance : {'l1' or 'l2'}, optional\n Norm to use for computing the distance of the adversarial example\n from the original sample. Default 'l2'.\n dmax : scalar, optional\n Maximum value of the perturbation. Default 1.\n lb, ub : int or CArray, optional\n Lower/Upper bounds. If int, the same bound will be applied to all\n the features. If CArray, a different bound can be specified for each\n feature. Default `lb = 0`, `ub = 1`.\n y_target : int or None, optional\n If None an error-generic attack will be performed, else a\n error-specific attack to have the samples misclassified as\n belonging to the `y_target` class.\n attack_classes : 'all' or CArray, optional\n Array with the classes that can be manipulated by the attacker or\n 'all' (default) if all classes can be manipulated.\n solver_params : dict or None, optional\n Parameters for the solver.\n Default None, meaning that default parameters will be used.\n See :class:`COptimizerPGDExp` for more information.\n\n Attributes\n ----------\n class_type : 'e-pgd-exp'\n\n \"\"\"\n __class_type = 'e-pgd-exp'\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong logical operator\n Severity: CRITICAL\n\n Location: Line 22\n\n Buggy code:\n class onto the feasible domain or try again.\n\n Should be:\n class onto the feasible domain and try again.\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
0aad63892e2757c199be78dfebc46a66c8e7becf
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import sqlite3 class ManageData: def __init__(self, queue_tracker_db, email_tracker_db, delivery_tracker_db): self.queue_tracker_db = queue_tracker_db self.email_tracker_db = email_tracker_db self.delivery_tracker_db = delivery_tracker_db def manage_queue_tracker(self, fields): """ Receive one of the following located groups as <fields>: [('ID', <id>), ('client_email', <email>)]; [('ID', <id>), ('receivers', <email>), ('status', <status>)]; [('ID', <id>)]; and manage the <queue_tracker_db> accordingly. """ if len(fields) == 1: ID = fields[0][1] self.manage_email_tracker(ID) self.manage_delivery_tracker(ID) del self.queue_tracker_db[ID] elif len(fields) == 2: ID, client_email = (f[1] for f in fields) self.queue_tracker_db[ID]['client_email'] = client_email elif len(fields) == 3: ID, receiver, status = (f[1] for f in fields) if status == 'sent': code = 1 else: code = 0 self.queue_tracker_db[ID]['receivers'][receiver] = code def manage_email_tracker(self, ID): """ Retrieve client's email from the <queue_tracker_db> by <ID> with the amount of 'receivers' whose 'status' == 1 and store it in the <email_tracker_db>. """ client_email = self.queue_tracker_db[ID]['client_email'] receivers = self.queue_tracker_db[ID]['receivers'] delivered_mail = [r for r in receivers if receivers[r] == 1] if client_email in self.email_tracker_db: self.email_tracker_db[client_email] += len(delivered_mail) else: self.email_tracker_db[client_email] = len(delivered_mail) def manage_delivery_tracker(self, ID): """ Go through all receivers of <ID> queue of <queue_tracker_db>, and add their delivery statuses to the <delivery_tracker_db> counter """ receivers = self.queue_tracker_db[ID]['receivers'] for receiver in receivers: if receivers[receiver] == 1: self.delivery_tracker_db['delivered'] += 1 else: self.delivery_tracker_db['undelivered'] += 1 class ManageDatabase(ManageData): def __init__(self, path, *args, **kwargs): self.path = path super().__init__(*args, **kwargs) def _execute_command(self, *command): con = sqlite3.connect(self.path) cursor = con.cursor() result = cursor.execute(*command) if result: result = result.fetchall() con.commit() con.close() return result ... [2 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
database
|
refactoring
|
Pythoncode:Python
| 6
| 2
| 2,819
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport sqlite3\n\nclass ManageData:\n def __init__(self, queue_tracker_db, email_tracker_db, delivery_tracker_db):\n self.queue_tracker_db = queue_tracker_db\n self.email_tracker_db = email_tracker_db\n self.delivery_tracker_db = delivery_tracker_db\n\n def manage_queue_tracker(self, fields):\n \"\"\"\n Receive one of the following located groups as <fields>:\n [('ID', <id>), ('client_email', <email>)];\n [('ID', <id>), ('receivers', <email>), ('status', <status>)];\n [('ID', <id>)];\n and manage the <queue_tracker_db> accordingly.\n \"\"\"\n if len(fields) == 1:\n ID = fields[0][1]\n self.manage_email_tracker(ID)\n self.manage_delivery_tracker(ID)\n del self.queue_tracker_db[ID]\n elif len(fields) == 2:\n ID, client_email = (f[1] for f in fields)\n self.queue_tracker_db[ID]['client_email'] = client_email\n elif len(fields) == 3:\n ID, receiver, status = (f[1] for f in fields)\n if status == 'sent':\n code = 1\n else:\n code = 0\n self.queue_tracker_db[ID]['receivers'][receiver] = code\n\n def manage_email_tracker(self, ID):\n \"\"\"\n Retrieve client's email from the <queue_tracker_db> by <ID>\n with the amount of 'receivers' whose 'status' == 1\n and store it in the <email_tracker_db>.\n \"\"\"\n client_email = self.queue_tracker_db[ID]['client_email']\n receivers = self.queue_tracker_db[ID]['receivers']\n delivered_mail = [r for r in receivers if receivers[r] == 1]\n if client_email in self.email_tracker_db:\n self.email_tracker_db[client_email] += len(delivered_mail)\n else:\n self.email_tracker_db[client_email] = len(delivered_mail)\n\n def manage_delivery_tracker(self, ID):\n \"\"\"\n Go through all receivers of <ID> queue of <queue_tracker_db>,\n and add their delivery statuses to the <delivery_tracker_db> counter\n \"\"\"\n receivers = self.queue_tracker_db[ID]['receivers']\n for receiver in receivers:\n if receivers[receiver] == 1:\n self.delivery_tracker_db['delivered'] += 1\n else:\n self.delivery_tracker_db['undelivered'] += 1\n \n\nclass ManageDatabase(ManageData):\n def __init__(self, path, *args, **kwargs):\n self.path = path\n super().__init__(*args, **kwargs)\n\n def _execute_command(self, *command):\n con = sqlite3.connect(self.path)\n cursor = con.cursor()\n result = cursor.execute(*command)\n if result:\n result = result.fetchall()\n con.commit()\n con.close()\n return result\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0aaf87f9c4ecb098ef160db1b17bb991d9edaacc
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import math def g_path_regularize(fake_img, latents, mean_path_length, decay=0.01): noise = torch.randn_like(fake_img) / math.sqrt( fake_img.shape[2] * fake_img.shape[3] ) grad, = autograd.grad( outputs=(fake_img * noise).sum(), inputs=latents, create_graph=True ) path_lengths = torch.sqrt(grad.pow(2).sum(2).mean(1))
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path_mean = mean_path_length + decay * (path_lengths.mean() - mean_path_length) path_penalty = (path_lengths - path_mean).pow(2).mean() return path_penalty, path_mean.detach(), path_lengths
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intermediate
|
general
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 561
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport math\n\ndef g_path_regularize(fake_img, latents, mean_path_length, decay=0.01):\n noise = torch.randn_like(fake_img) / math.sqrt(\n fake_img.shape[2] * fake_img.shape[3]\n )\n grad, = autograd.grad(\n outputs=(fake_img * noise).sum(), inputs=latents, create_graph=True\n )\n path_lengths = torch.sqrt(grad.pow(2).sum(2).mean(1))"}, {"role": "assistant", "content": "\n\n path_mean = mean_path_length + decay * (path_lengths.mean() - mean_path_length)\n\n path_penalty = (path_lengths - path_mean).pow(2).mean()\n\n return path_penalty, path_mean.detach(), path_lengths"}]
| false
| null | null | null |
0ab07fb42baef7b3a437132ef3d9c03a2ec1e478
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: ######################################################## FLASK SETTINGS ############################################################## #Variable used to securly sign cookies ##THIS IS SET IN DEV ENVIRONMENT FOR CONVENIENCE BUT SHOULD Error: SyntaxError / EOF
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Fixed Code: ######################################################## FLASK SETTINGS ############################################################## #Variable used to securly sign cookies ##THIS IS SET IN DEV ENVIRONMENT FOR CONVENIENCE BUT SHOULD BE SET AS AN ENVIRONMENT VARIABLE IN PROD SECRET_KEY = "dev" ######################################################## DATABSE SETTINGS #################################################### #Neo4j Database URI used by the Neomodel OGM ## THIS SHOULD BE SET AS AN ENVIRONMENT VARIABLE IN PRODUCTION ## Explanation: Complete the truncated code structure
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intermediate
|
testing
|
error_fixing
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Pythoncode:Python
| 0
| 0
| 233
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n######################################################## FLASK SETTINGS ##############################################################\n#Variable used to securly sign cookies\n##THIS IS SET IN DEV ENVIRONMENT FOR CONVENIENCE BUT SHOULD\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n######################################################## FLASK SETTINGS ##############################################################\n#Variable used to securly sign cookies\n##THIS IS SET IN DEV ENVIRONMENT FOR CONVENIENCE BUT SHOULD BE SET AS AN ENVIRONMENT VARIABLE IN PROD\nSECRET_KEY = \"dev\"\n\n######################################################## DATABSE SETTINGS ####################################################\n#Neo4j Database URI used by the Neomodel OGM\n## THIS SHOULD BE SET AS AN ENVIRONMENT VARIABLE IN PRODUCTION ##\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ab1197213ef76c98f29e3e63d45d1418b5c01ea
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import numpy as np from typing import Tuple, Union, Optional from autoarray.structures.arrays.two_d import array_2d_util from autoarray.geometry import geometry_util from autoarray import numba_util from autoarray.mask import mask_2d_util def grid_2d_centre_from(grid_2d_slim: np.ndarray)
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • SyntaxError: expected ':' at line 10 Fix: Complete the truncated code structure
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intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 301
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport numpy as np\r\nfrom typing import Tuple, Union, Optional\r\n\r\nfrom autoarray.structures.arrays.two_d import array_2d_util\r\nfrom autoarray.geometry import geometry_util\r\nfrom autoarray import numba_util\r\nfrom autoarray.mask import mask_2d_util\r\n\r\n\r\ndef grid_2d_centre_from(grid_2d_slim: np.ndarray)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 SyntaxError: expected ':' at line 10\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ab246f495c8f138c1a41820ece75a23cb6ba83c
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # coding: utf-8 import requests, math import gevent from gevent.queue import Queue from gevent import monkey; monkey.patch_all() from pyquery import PyQuery class Proxies(): def __init__(self): self.domestic_gn_url = 'http://www.kuaidaili.com/free/inha/{0}/' self.domestic_pt_url = 'http://www.kuaidaili.com/free/intr/{0}/' self.abroad_gn_url = 'http://www.kuaidaili.com/free/outha/{0}/' self.abroad_pt_url = 'http://www.kuaidaili.com/free/outtr/{0}/' self.result_arr = [] self.s = requests.Session() self.headers = { 'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/51.0.2704.103 Safari/537.36', 'Referer': 'http://www.kuaidaili.com/' } def fetch_urls(self, queue, quantity): while not queue.empty(): url = queue.get() html = self.s.get(url, headers=self.headers).text pq = PyQuery(html) size = pq.find('tbody tr').size() for index in range(size): item = pq.find('tbody tr').eq(index) ip = item.find('td').eq(0).text() port = item.find('td').eq(1).text() _type = item.find('td').eq(3).text() self.result_arr.append({ str(_type).lower(): '{0}://{1}:{2}'.format(str(_type).lower(), ip, port) }) if len(self.result_arr) >= quantity: break def get_proxies(self, quantity, type): ''' quantity: 数量 type: 类型 1.国内高匿代理 2.国内普通代理 3.国外高匿代理 4.国外普通代理 ''' url_queue = Queue() need_pages = int(math.ceil(quantity/15)) # 判断类型 if type == 1: # 国内高匿代理 base_url = self.domestic_gn_url elif type == 2: # 国内普通代理 base_url = self.domestic_pt_url elif type == 3: # 国外高匿代理 base_url = self.abroad_gn_url elif type == 4: # 国外普通代理 base_url = self.abroad_pt_url # 获取所需要的页面URL for index in range(need_pages): url = base_url.format(index+1) url_queue.put(url) # 处理所有URL,开启2个协程 gevent_list = [] for index in range(2): gevent_list.append( gevent.spawn(self.fetch_urls, url_queue, quantity) ) gevent.joinall(gevent_list) def get_result(self): return self.result_arr if __name__ == '__main__': p = Proxies() p.get_proxies(20, 1) result = p.get_result() print(result)
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Code Review: ❌ Critical issues: Unterminated string literal at line 40 ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 80 Unexpected indentation at line 81 Unexpected indentation at line 82 Potential division by zero - add validation ✨ Improvements: Add closing quote at line 40 Add docstring to class 'Proxies' Add docstring to function '__init__' Line 18 too long (150 chars) - break into multiple lines Remove debug print() at line 82 before production
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advanced
|
api
|
code_review
|
Pythoncode:Python
| 4
| 1
| 2,689
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding: utf-8\n\nimport requests, math\nimport gevent\nfrom gevent.queue import Queue\nfrom gevent import monkey; monkey.patch_all()\nfrom pyquery import PyQuery\n\nclass Proxies():\n def __init__(self):\n self.domestic_gn_url = 'http://www.kuaidaili.com/free/inha/{0}/'\n self.domestic_pt_url = 'http://www.kuaidaili.com/free/intr/{0}/'\n self.abroad_gn_url = 'http://www.kuaidaili.com/free/outha/{0}/'\n self.abroad_pt_url = 'http://www.kuaidaili.com/free/outtr/{0}/'\n self.result_arr = []\n self.s = requests.Session()\n self.headers = {\n 'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/51.0.2704.103 Safari/537.36',\n 'Referer': 'http://www.kuaidaili.com/'\n }\n\n def fetch_urls(self, queue, quantity):\n while not queue.empty():\n url = queue.get()\n html = self.s.get(url, headers=self.headers).text\n pq = PyQuery(html)\n size = pq.find('tbody tr').size()\n for index in range(size):\n item = pq.find('tbody tr').eq(index)\n ip = item.find('td').eq(0).text()\n port = item.find('td').eq(1).text()\n _type = item.find('td').eq(3).text()\n self.result_arr.append({\n str(_type).lower(): '{0}://{1}:{2}'.format(str(_type).lower(), ip, port)\n })\n if len(self.result_arr) >= quantity:\n break\n\n def get_proxies(self, quantity, type):\n '''\n quantity: \u6570\u91cf\n type: \u7c7b\u578b\n 1.\u56fd\u5185\u9ad8\u533f\u4ee3\u7406\n 2.\u56fd\u5185\u666e\u901a\u4ee3\u7406\n 3.\u56fd\u5916\u9ad8\u533f\u4ee3\u7406\n 4.\u56fd\u5916\u666e\u901a\u4ee3\u7406\n '''\n url_queue = Queue()\n need_pages = int(math.ceil(quantity/15))\n # \u5224\u65ad\u7c7b\u578b\n if type == 1:\n # \u56fd\u5185\u9ad8\u533f\u4ee3\u7406\n base_url = self.domestic_gn_url\n elif type == 2:\n # \u56fd\u5185\u666e\u901a\u4ee3\u7406\n base_url = self.domestic_pt_url\n elif type == 3:\n # \u56fd\u5916\u9ad8\u533f\u4ee3\u7406\n base_url = self.abroad_gn_url\n elif type == 4:\n # \u56fd\u5916\u666e\u901a\u4ee3\u7406\n base_url = self.abroad_pt_url\n # \u83b7\u53d6\u6240\u9700\u8981\u7684\u9875\u9762URL\n for index in range(need_pages):\n url = base_url.format(index+1)\n url_queue.put(url)\n # \u5904\u7406\u6240\u6709URL,\u5f00\u542f2\u4e2a\u534f\u7a0b\n gevent_list = []\n for index in range(2):\n gevent_list.append(\n gevent.spawn(self.fetch_urls, url_queue, quantity)\n )\n gevent.joinall(gevent_list)\n\n def get_result(self):\n return self.result_arr\n\nif __name__ == '__main__':\n p = Proxies()\n p.get_proxies(20, 1)\n result = p.get_result()\n print(result)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 40\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\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 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 80\n Unexpected indentation at line 81\n Unexpected indentation at line 82\n Potential division by zero - add validation\n\n\u2728 Improvements:\n Add closing quote at line 40\n Add docstring to class 'Proxies'\n Add docstring to function '__init__'\n Line 18 too long (150 chars) - break into multiple lines\n Remove debug print() at line 82 before production"}]
| false
| null | null | null |
0ab2e129e7612f7fdafee8257f8411edf7808187
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright 2021 TUNiB 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. from contextlib import suppress from typing import List, Union from torch import nn from parallelformers.policies.base import Policy class AutoPolicy: """Class for finds automatically appropriate policies for the current model""" ... [3 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 27: ... [3 more functiondefs truncated] ... ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
api
|
code_review
|
Pythoncode:Python
| 0
| 1
| 857
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2021 TUNiB 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\nfrom contextlib import suppress\nfrom typing import List, Union\n\nfrom torch import nn\n\nfrom parallelformers.policies.base import Policy\n\n\nclass AutoPolicy:\n \"\"\"Class for finds automatically appropriate policies for the current model\"\"\"\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 27: ... [3 more functiondefs truncated] ...\n\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
0ab39451258fbf9b0748574dd450aedbe38e6382
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # coding: utf-8 def parse_args() -> dict: """parse_args. set file path. Args: Returns: dict: """ parser = argparse.ArgumentParser() parser.add_argument("-f", "--file", help="set ncfile.", type=str) p = parser.parse_args() args = {"file": p.file} return args def output_name(ncfile: str, isobaric_surface: int) -> str: """output_name. Args: ncfile (str): ncfile isobaric_surface (int): isobaric_surface Returns: str: """ date_time = fetchtime.fetch_time(ncfile) outname = (date_time + "_" + str(isobaric_surface)) return outname def mai """main. """ args = parse_args() meteo_tool = meteotool.MeteoTools(args["file"]) lat, lon = meteo_tool.get_lat_lon() isobaric_surface = (850, 500, 300) #label_upper = (30, 0) #lebel_min = (-30, -60) for i, pressure in enumerate(isobaric_surface): # get parameter temp_c = meteo_tool.get_parameter('t', isobaric_surface=pressure) - 273.15 rh = meteo_tool.get_parameter('r', isobaric_surface=pressure) height_gpm = meteo_tool.get_parameter('gh', isobaric_surface=pressure) u_wind = meteo_tool.get_parameter('u', isobaric_surface=pressure) v_wind = meteo_tool.get_parameter('v', isobaric_surface=pressure) jp_map = japanmap.JpMap() jp_map.contour_plot(lon, lat, height_gpm) #jp_map.shade_plot(lon, lat, temp_c, # label="2m temperature ($^\circ$C)", # color_bar_label_max=label_upper[i], # color_bar_label_min=lebel_min[i], # color_map_type="temperature", # double_color_bar=True,) jp_map.shade_plot(lon, lat, rh, label="relative humidity (%)", color_bar_label_max=100, color_bar_label_min=0, color_map_type="gray", double_color_bar=False,) jp_map.vector_plot(lon, lat, u_wind, v_wind, vector_interval=5, vector_scale=10, mode="wind") #jp_map.gray_shade(lon, lat, rh, # label="relative humidity (%)", # color_bar_label_max=100, # color_bar_label_min=0, # ) if pressure == 850: jp_map.color_line(lon, lat, temp_c, line_value=-6, color='#0000ff') if pressure == 500: jp_map.color_line(lon, lat, temp_c, line_value=-36, color='#b22222') outname = output_name(args["file"], pressure) print(outname) jp_map.save_fig(outname, str(pressure) + "hPa") if __name__ == "__main__": main()
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 3 • Block at line 6 has no indented body • Invalid syntax at line 33: def mai Fixes: • Add closing quote at line 3 • Review syntax near the error location
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intermediate
|
machine_learning
|
syntax_repair
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Pythoncode:Python
| 3
| 0
| 2,804
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# coding: utf-8\ndef parse_args() -> dict:\n \"\"\"parse_args.\n set file path.\n\n Args:\n\n Returns:\n dict:\n \"\"\"\n parser = argparse.ArgumentParser()\n parser.add_argument(\"-f\", \"--file\", help=\"set ncfile.\", type=str)\n p = parser.parse_args()\n args = {\"file\": p.file}\n return args\n\n\ndef output_name(ncfile: str, isobaric_surface: int) -> str:\n \"\"\"output_name.\n\n Args:\n ncfile (str): ncfile\n isobaric_surface (int): isobaric_surface\n\n Returns:\n str:\n \"\"\"\n date_time = fetchtime.fetch_time(ncfile)\n outname = (date_time + \"_\" + str(isobaric_surface))\n return outname\n\n\ndef mai\n \"\"\"main.\n \"\"\"\n args = parse_args()\n\n meteo_tool = meteotool.MeteoTools(args[\"file\"])\n lat, lon = meteo_tool.get_lat_lon()\n isobaric_surface = (850, 500, 300)\n #label_upper = (30, 0)\n #lebel_min = (-30, -60)\n\n for i, pressure in enumerate(isobaric_surface):\n # get parameter\n temp_c = meteo_tool.get_parameter('t', isobaric_surface=pressure) - 273.15\n rh = meteo_tool.get_parameter('r', isobaric_surface=pressure)\n height_gpm = meteo_tool.get_parameter('gh', isobaric_surface=pressure)\n u_wind = meteo_tool.get_parameter('u', isobaric_surface=pressure)\n v_wind = meteo_tool.get_parameter('v', isobaric_surface=pressure)\n\n jp_map = japanmap.JpMap()\n jp_map.contour_plot(lon, lat, height_gpm)\n #jp_map.shade_plot(lon, lat, temp_c,\n # label=\"2m temperature ($^\\circ$C)\",\n # color_bar_label_max=label_upper[i],\n # color_bar_label_min=lebel_min[i],\n # color_map_type=\"temperature\",\n # double_color_bar=True,)\n jp_map.shade_plot(lon, lat, rh,\n label=\"relative humidity (%)\",\n color_bar_label_max=100,\n color_bar_label_min=0,\n color_map_type=\"gray\",\n double_color_bar=False,)\n jp_map.vector_plot(lon, lat, u_wind, v_wind,\n vector_interval=5, vector_scale=10, mode=\"wind\")\n #jp_map.gray_shade(lon, lat, rh,\n # label=\"relative humidity (%)\",\n # color_bar_label_max=100,\n # color_bar_label_min=0,\n # )\n if pressure == 850:\n jp_map.color_line(lon, lat, temp_c, line_value=-6, color='#0000ff')\n if pressure == 500:\n jp_map.color_line(lon, lat, temp_c, line_value=-36, color='#b22222')\n outname = output_name(args[\"file\"], pressure)\n print(outname)\n jp_map.save_fig(outname, str(pressure) + \"hPa\")\n\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 3\n \u2022 Block at line 6 has no indented body\n \u2022 Invalid syntax at line 33: def mai\n\n\n Fixes:\n \u2022 Add closing quote at line 3\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
0ab472bf8d8e22693d678c504a9b881ed31f9478
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # # Autogenerated by Thrift Compiler (0.13.0) # # DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING # # options string: py # from thrift.Thrift import TType, TMessageType, TFrozenDict, TException, TApplicationException from thrift.protocol.TProtocol import TProtocolException from thrift.TRecursive import fix_spec import sys from thrift.transport import TTransport class MyEnum(object): LLAMA = 1 ALPACA = 2 _VALUES_TO_NAMES = { 1: "LLAMA", 2: "ALPACA", } _NAMES_TO_VALUES = { "LLAMA": 1, "ALPACA": 2, } class MiniStruct(object): """ Attributes: - my_string - my_enum """ def __init__(self, my_string=None, my_enum=None,): self.my_string = my_string self.my_enum = my_enum def read(self, iprot): if iprot._fast_decode is not None and isinstance(iprot.trans, TTransport.CReadableTransport) and self.thrift_spec is not None: iprot._fast_decode(self, iprot, [self.__class__, self.thrift_spec]) return iprot.readStructBegin() while True: (fname, ftype, fid) = iprot.readFieldBegin() if ftype == TType.STOP: break if fid == 1: if ftype == TType.STRING: self.my_string = iprot.readString().decode('utf-8') if sys.version_info[0] == 2 else iprot.readString() else: iprot.skip(ftype) elif fid == 2: if ftype == TType.I32: self.my_enum = iprot.readI32() else: iprot.skip(ftype) else: iprot.skip(ftype) iprot.readFieldEnd() iprot.readStructEnd() def write(self, oprot): if oprot._fast_encode is not None and self.thrift_spec is not None: oprot.trans.write(oprot._fast_encode(self, [self.__class__, self.thrift_spec])) return oprot.writeStructBegin('MiniStruct') if self.my_string is not None: oprot.writeFieldBegin('my_string', TType.STRING, 1) oprot.writeString(self.my_string.encode('utf-8') if sys.version_info[0] == 2 else self.my_string) oprot.writeFieldEnd() if self.my_enum is not None: oprot.writeFieldBegin('my_enum', TType.I32, 2) oprot.writeI32(self.my_enum) oprot.writeFieldEnd() oprot.writeFieldStop() oprot.writeStructEnd() def validate(self): return def __repr__(self): L = ['%s=%r' % (key, value) for key, value in self.__dict__.items()] return '%s(%s)' % (self.__class__.__name__, ', '.join(L)) def __eq__(self, other): return isinstance(other, self.__class__) and self.__dict__ == other.__dict__ def __ne__(self, other): return not (self == other) ... [8 more classdefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 32 Invalid syntax at line 100: ... [8 more classdefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 18 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 33 Unexpected indentation at line 35 Unexpected indentation at line 42 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 51 Unexpected indentation at line 53 Unexpected indentation at line 56 Unexpected indentation at line 58 Unexpected indentation at line 61 Unexpected indentation at line 63 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 75 Unexpected indentation at line 76 Unexpected indentation at line 77 Unexpected indentation at line 79 Unexpected indentation at line 80 Unexpected indentation at line 81 Unexpected indentation at line 82 Unexpected indentation at line 89 Unexpected indentation at line 90 ✨ Improvements: Complete the expression on the last line Add closing quote at line 32 Review syntax near the error location
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advanced
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testing
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code_review
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Pythoncode:Python
| 7
| 2
| 2,958
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#\n# Autogenerated by Thrift Compiler (0.13.0)\n#\n# DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING\n#\n# options string: py\n#\n\nfrom thrift.Thrift import TType, TMessageType, TFrozenDict, TException, TApplicationException\nfrom thrift.protocol.TProtocol import TProtocolException\nfrom thrift.TRecursive import fix_spec\n\nimport sys\n\nfrom thrift.transport import TTransport\nclass MyEnum(object):\n LLAMA = 1\n ALPACA = 2\n\n _VALUES_TO_NAMES = {\n 1: \"LLAMA\",\n 2: \"ALPACA\",\n }\n\n _NAMES_TO_VALUES = {\n \"LLAMA\": 1,\n \"ALPACA\": 2,\n }\n\n\nclass MiniStruct(object):\n \"\"\"\n Attributes:\n - my_string\n - my_enum\n\n \"\"\"\n\n\n def __init__(self, my_string=None, my_enum=None,):\n self.my_string = my_string\n self.my_enum = my_enum\n\n def read(self, iprot):\n if iprot._fast_decode is not None and isinstance(iprot.trans, TTransport.CReadableTransport) and self.thrift_spec is not None:\n iprot._fast_decode(self, iprot, [self.__class__, self.thrift_spec])\n return\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.my_string = iprot.readString().decode('utf-8') if sys.version_info[0] == 2 else iprot.readString()\n else:\n iprot.skip(ftype)\n elif fid == 2:\n if ftype == TType.I32:\n self.my_enum = 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 if oprot._fast_encode is not None and self.thrift_spec is not None:\n oprot.trans.write(oprot._fast_encode(self, [self.__class__, self.thrift_spec]))\n return\n oprot.writeStructBegin('MiniStruct')\n if self.my_string is not None:\n oprot.writeFieldBegin('my_string', TType.STRING, 1)\n oprot.writeString(self.my_string.encode('utf-8') if sys.version_info[0] == 2 else self.my_string)\n oprot.writeFieldEnd()\n if self.my_enum is not None:\n oprot.writeFieldBegin('my_enum', TType.I32, 2)\n oprot.writeI32(self.my_enum)\n oprot.writeFieldEnd()\n oprot.writeFieldStop()\n oprot.writeStructEnd()\n\n def validate(self):\n return\n\n def __repr__(self):\n L = ['%s=%r' % (key, value)\n for key, value in self.__dict__.items()]\n return '%s(%s)' % (self.__class__.__name__, ', '.join(L))\n\n def __eq__(self, other):\n return isinstance(other, self.__class__) and self.__dict__ == other.__dict__\n\n def __ne__(self, other):\n return not (self == other)\n\n\n\n ... [8 more classdefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 32\n Invalid syntax at line 100: ... [8 more classdefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 18\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 33\n Unexpected indentation at line 35\n Unexpected indentation at line 42\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 51\n Unexpected indentation at line 53\n Unexpected indentation at line 56\n Unexpected indentation at line 58\n Unexpected indentation at line 61\n Unexpected indentation at line 63\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n Unexpected indentation at line 77\n Unexpected indentation at line 79\n Unexpected indentation at line 80\n Unexpected indentation at line 81\n Unexpected indentation at line 82\n Unexpected indentation at line 89\n Unexpected indentation at line 90\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 32\n Review syntax near the error location"}]
| false
| null | null | null |
0ab496b4beb92ca3fe52c60cfcbb81b2b17b5de3
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TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python import unittest import sys import os import string import time import socket import fileinput import platform import re try: import subprocess32 as subprocess except: import subprocess import pg def get_port_from_conf(): file = os.environ.get('MASTER_DATA_DIRECTORY')+'/postgresql.conf' if os.path.isfile(file): with open(file) as f: for line in f.xreadlines(): match = re.search('port=\d+',line) if match: match1 = re.search('\d+', match.group()) if match1: return match1.group() def get_port(): port = os.environ['PGPORT'] if not port: port = get_port_from_conf() return port if port else 5432 def get_ip(hostname=None): if hostname is None: hostname = socket.gethostname() else: hostname = hostname hostinfo = socket.getaddrinfo(hostname, None) ipaddrlist = list(set([(ai[4][0]) for ai in hostinfo])) for myip in ipaddrlist: if myip.find(":") > 0: ipv6 = myip return ipv6 elif myip.find(".") > 0: Error: SyntaxError / EOF
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Fixed Code: #!/usr/bin/env python import unittest import sys import os import string import time import socket import fileinput import platform import re try: import subprocess32 as subprocess except: import subprocess import pg def get_port_from_conf(): file = os.environ.get('MASTER_DATA_DIRECTORY')+'/postgresql.conf' if os.path.isfile(file): Explanation: Complete the truncated code structure
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intermediate
|
testing
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error_fixing
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Pythoncode:Python
| 5
| 0
| 1,157
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport unittest\nimport sys\nimport os\nimport string\nimport time\nimport socket\nimport fileinput\nimport platform\nimport re\ntry:\n import subprocess32 as subprocess\nexcept:\n import subprocess\nimport pg\n\ndef get_port_from_conf():\n file = os.environ.get('MASTER_DATA_DIRECTORY')+'/postgresql.conf'\n if os.path.isfile(file):\n with open(file) as f:\n for line in f.xreadlines():\n match = re.search('port=\\d+',line)\n if match:\n match1 = re.search('\\d+', match.group())\n if match1:\n return match1.group()\n\ndef get_port():\n port = os.environ['PGPORT']\n if not port:\n port = get_port_from_conf()\n return port if port else 5432\n\ndef get_ip(hostname=None):\n if hostname is None:\n hostname = socket.gethostname()\n else:\n hostname = hostname\n hostinfo = socket.getaddrinfo(hostname, None)\n ipaddrlist = list(set([(ai[4][0]) for ai in hostinfo]))\n for myip in ipaddrlist:\n if myip.find(\":\") > 0:\n ipv6 = myip\n return ipv6\n elif myip.find(\".\") > 0:\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n\nimport unittest\nimport sys\nimport os\nimport string\nimport time\nimport socket\nimport fileinput\nimport platform\nimport re\ntry:\n import subprocess32 as subprocess\nexcept:\n import subprocess\nimport pg\n\ndef get_port_from_conf():\n file = os.environ.get('MASTER_DATA_DIRECTORY')+'/postgresql.conf'\n if os.path.isfile(file):\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ab4aa21cfd4871d1766355bdd0923074d0f5c05
|
TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: ''' 请实现一个函数用来判断字符串是否表示数值（包括整数和小数）。例如，字符串"+100"、"5e2"、"-123"、"3.1416"、"-1E-16"、"0123"都表示数值，但"12e"、"1a3.14"、"1.2.3"、"+-5"及"12e+5.4"都不是。 来源：力扣（LeetCode） 链接：https://leetcode-cn.com/problems/biao-shi-shu-zhi-de-zi-fu-chuan-lcof ''' class Solution: def isNumber(self, s: str) -> bool: states = [ { ' ': 0, 's': 1, 'd': 2, '.': 4 }, # 0. start with 'blank' { 'd': 2, '.': 4 } , # 1. 'sign' before 'e' { 'd': 2, '.': 3, 'e': 5, ' ': 8 }, # 2. 'digit' before 'dot' { 'd': 3, 'e': 5, ' ': 8 }, # 3. 'digit' after 'dot' { 'd': 3 }, # 4. 'digit' afte
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 1 • Unclosed '[' at line 10 - expected ']' • SyntaxError: '[' was never closed at line 10 Fix: Close the string literal with matching quote
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advanced
|
api
|
error_detection
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Pythoncode:Python
| 1
| 1
| 659
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n'''\n\u8bf7\u5b9e\u73b0\u4e00\u4e2a\u51fd\u6570\u7528\u6765\u5224\u65ad\u5b57\u7b26\u4e32\u662f\u5426\u8868\u793a\u6570\u503c\uff08\u5305\u62ec\u6574\u6570\u548c\u5c0f\u6570\uff09\u3002\u4f8b\u5982\uff0c\u5b57\u7b26\u4e32\"+100\"\u3001\"5e2\"\u3001\"-123\"\u3001\"3.1416\"\u3001\"-1E-16\"\u3001\"0123\"\u90fd\u8868\u793a\u6570\u503c\uff0c\u4f46\"12e\"\u3001\"1a3.14\"\u3001\"1.2.3\"\u3001\"+-5\"\u53ca\"12e+5.4\"\u90fd\u4e0d\u662f\u3002\n\n\u6765\u6e90\uff1a\u529b\u6263\uff08LeetCode\uff09\n\u94fe\u63a5\uff1ahttps://leetcode-cn.com/problems/biao-shi-shu-zhi-de-zi-fu-chuan-lcof\n\n'''\nclass Solution:\n def isNumber(self, s: str) -> bool:\n states = [\n { ' ': 0, 's': 1, 'd': 2, '.': 4 }, # 0. start with 'blank'\n { 'd': 2, '.': 4 } , # 1. 'sign' before 'e'\n { 'd': 2, '.': 3, 'e': 5, ' ': 8 }, # 2. 'digit' before 'dot'\n { 'd': 3, 'e': 5, ' ': 8 }, # 3. 'digit' after 'dot'\n { 'd': 3 }, # 4. 'digit' afte"}, {"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 1\n \u2022 Unclosed '[' at line 10 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 10\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0ab4e78536a96c9504186fa7b02c118e2936a403
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: class TestNeutronProvider(tests.TeethMockTestUtilities): def setUp(self): super(TestNeutronProvider, self).setUp() self.config = config.LazyConfig(config={ 'KEYSTONE_USER': 'user', 'KEYSTONE_PASS': 'pass', 'KEYSTONE_TENANT_ID': 'tenant', 'KEYSTONE_AUTH_URL': 'auth_url', 'NEUTRON_VERSION': '2.0', 'NEUTRON_URL': 'neutron_url', 'NEUTRON_PUBLIC_NETWORK': 'd6b32008-1432-4299-81c7-cbe3128ba13f', 'NEUTRON_PRIVATE_NETWORK': '2afa16d6-7b84-484f-a642-af243b0e5b10', 'NEUTRON_SERVICE_NETWORK': '2afa16d6-7b84-484f-a642-af243b0e5b10', }) self.neutron_client_mock = self.add_mock(neutron_client, 'Client') self.neutron_mock = self.neutron_client_mock.return_value self.keystone_client_mock = self.add_mock(keystone_client, 'Client') self.keystone_client_mock.return_value.auth_token = 'auth_token' self.provider = neutron.NeutronProvider(self.config) def test_get_auth_token(self): t = self.provider._get_auth_token() self.assertEqual(t, 'auth_token') self.keystone_client_mock.assert_called_with( username='user', password='pass', tenant_id='tenant', auth_url='auth_url' ) def test_get_auth_token_client_exception(self): exc = keystone_exceptions.ClientException self.keystone_client_mock.side_effect = exc self.assertRaises(self.provider.NetworkProviderException, self.provider._get_auth_token) def test_get_neutron_client(self): self.provider._get_neutron_client() self.neutron_client_mock.assert_called_with( '2.0', endpoint_url='neutron_url', token='auth_token' ) def test_get_neutron_client_exception(self): exc = neutron_exceptions.NeutronException() self.neutron_client_mock.side_effect = exc self.assertRaises(self.provider.NetworkProviderException, self.provider._get_neutron_client) def test_list_networks(self): networks = {'networks': [NETWORK1_RESPONSE, NETWORK2_RESPONSE]} self.neutron_mock.list_networks.return_value = networks self.neutron_mock.show_subnet.side_effect = [ {'subnet': SUBNET1_RESPONSE}, {'subnet': SUBNET2_RESPONSE} ] networks = self.provider.list_networks() results = [ SERIALIZED_NETWORK1, SERIALIZED_NETWORK2 ] self.assertEqual([n.serialize() for n in networks], results) ... [13 more functiondefs truncated] ...
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Functions: setUp, test_get_auth_token, test_get_auth_token_client_exception, test_get_neutron_client, test_get_neutron_client_exception Classes: TestNeutronProvider This code demonstrates Pythoncode:Python programming.
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advanced
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testing
|
code_explanation
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Pythoncode:Python
| 6
| 1
| 2,747
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nclass TestNeutronProvider(tests.TeethMockTestUtilities):\n\n def setUp(self):\n super(TestNeutronProvider, self).setUp()\n\n self.config = config.LazyConfig(config={\n 'KEYSTONE_USER': 'user',\n 'KEYSTONE_PASS': 'pass',\n 'KEYSTONE_TENANT_ID': 'tenant',\n 'KEYSTONE_AUTH_URL': 'auth_url',\n 'NEUTRON_VERSION': '2.0',\n 'NEUTRON_URL': 'neutron_url',\n 'NEUTRON_PUBLIC_NETWORK': 'd6b32008-1432-4299-81c7-cbe3128ba13f',\n 'NEUTRON_PRIVATE_NETWORK': '2afa16d6-7b84-484f-a642-af243b0e5b10',\n 'NEUTRON_SERVICE_NETWORK': '2afa16d6-7b84-484f-a642-af243b0e5b10',\n })\n\n self.neutron_client_mock = self.add_mock(neutron_client, 'Client')\n self.neutron_mock = self.neutron_client_mock.return_value\n\n self.keystone_client_mock = self.add_mock(keystone_client, 'Client')\n self.keystone_client_mock.return_value.auth_token = 'auth_token'\n\n self.provider = neutron.NeutronProvider(self.config)\n\n def test_get_auth_token(self):\n\n t = self.provider._get_auth_token()\n\n self.assertEqual(t, 'auth_token')\n self.keystone_client_mock.assert_called_with(\n username='user',\n password='pass',\n tenant_id='tenant',\n auth_url='auth_url'\n )\n\n def test_get_auth_token_client_exception(self):\n exc = keystone_exceptions.ClientException\n self.keystone_client_mock.side_effect = exc\n\n self.assertRaises(self.provider.NetworkProviderException,\n self.provider._get_auth_token)\n\n def test_get_neutron_client(self):\n\n self.provider._get_neutron_client()\n self.neutron_client_mock.assert_called_with(\n '2.0',\n endpoint_url='neutron_url',\n token='auth_token'\n )\n\n def test_get_neutron_client_exception(self):\n exc = neutron_exceptions.NeutronException()\n self.neutron_client_mock.side_effect = exc\n\n self.assertRaises(self.provider.NetworkProviderException,\n self.provider._get_neutron_client)\n\n def test_list_networks(self):\n networks = {'networks': [NETWORK1_RESPONSE,\n NETWORK2_RESPONSE]}\n self.neutron_mock.list_networks.return_value = networks\n self.neutron_mock.show_subnet.side_effect = [\n {'subnet': SUBNET1_RESPONSE},\n {'subnet': SUBNET2_RESPONSE}\n ]\n\n networks = self.provider.list_networks()\n\n results = [\n SERIALIZED_NETWORK1,\n SERIALIZED_NETWORK2\n ]\n\n self.assertEqual([n.serialize() for n in networks], results)\n\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: setUp, test_get_auth_token, test_get_auth_token_client_exception, test_get_neutron_client, test_get_neutron_client_exception\n Classes: TestNeutronProvider\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0ab611b64794b954266ea15a077d39ba3447ef27
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: def init(): global brightness global calibration_mode brightness = 500 calibration_mode = False
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
general
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refactoring
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Pythoncode:Python
| 1
| 0
| 114
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\ndef init():\n global brightness\n global calibration_mode\n\n brightness = 500\n calibration_mode = False"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0ab73f13b7fac0bb315926410cb3d00950f04053
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: from datetime import date from django.core.cache import cache from django.db.models import Q, F from django.shortcuts import render from django.shortcuts import get_object_or_404 from django.views.generic import ListView, DetailView #from silk.profiling.profiler import silk_profile from config.models import SideBar from .models import Post, Tag, Category from comment.models import Comment class CommonViewMinxin: def get_context_data(self, **kwargs): context = super().get_context_data(**kwargs) context.update({ 'sidebars': self.get_sidebars(), }) context.update(self.get_navs()) return context def get_sidebars(self): return SideBar.objects.filter(status=SideBar.STATUS_SHOW) def get_navs(self): categories = Category.objects.filter(status=Category.STATUS_NORMAL) nav_categories = [] normal_categories = [] for cate in categories: if cate.is_nav: nav_categories.append(cate) else: normal_categories.append(cate) return { 'navs': nav_categories, 'categories': normal_categories, } class IndexView(CommonViewMinxin, ListView): queryset = Post.latest_posts() paginate_by = 5 context_object_n Error: SyntaxError / EOF
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Fixed Code: from datetime import date from django.core.cache import cache from django.db.models import Q, F from django.shortcuts import render from django.shortcuts import get_object_or_404 from django.views.generic import ListView, DetailView #from silk.profiling.profiler import silk_profile from config.models import SideBar from .models import Post, Tag, Category from comment.models import Comment class CommonViewMinxin: def get_context_data(self, **kwargs): context = super().get_context_data(**kwargs) context.update({ 'sidebars': self.get_sidebars(), Explanation: Complete the truncated code structure
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advanced
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testing
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error_fixing
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Pythoncode:Python
| 8
| 5
| 1,155
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom datetime import date\n\nfrom django.core.cache import cache\nfrom django.db.models import Q, F\nfrom django.shortcuts import render\nfrom django.shortcuts import get_object_or_404\nfrom django.views.generic import ListView, DetailView\n#from silk.profiling.profiler import silk_profile\n\nfrom config.models import SideBar\nfrom .models import Post, Tag, Category\nfrom comment.models import Comment\n\n\n\nclass CommonViewMinxin:\n\tdef get_context_data(self, **kwargs):\n\t\tcontext = super().get_context_data(**kwargs)\n\t\tcontext.update({\n\t\t\t'sidebars': self.get_sidebars(),\n\t\t})\n\t\tcontext.update(self.get_navs())\n\t\treturn context\n\n\tdef get_sidebars(self):\n\t\treturn SideBar.objects.filter(status=SideBar.STATUS_SHOW)\n\n\tdef get_navs(self):\n\t\tcategories = Category.objects.filter(status=Category.STATUS_NORMAL)\n\t\tnav_categories = []\n\t\tnormal_categories = []\n\t\tfor cate in categories:\n\t\t\tif cate.is_nav:\n\t\t\t\tnav_categories.append(cate)\n\t\t\telse:\n\t\t\t\tnormal_categories.append(cate)\n\n\t\treturn {\n\t\t\t'navs': nav_categories,\n\t\t\t'categories': normal_categories,\n\t\t}\n\nclass IndexView(CommonViewMinxin, ListView):\n\tqueryset = Post.latest_posts()\n\tpaginate_by = 5\n\tcontext_object_n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom datetime import date\n\nfrom django.core.cache import cache\nfrom django.db.models import Q, F\nfrom django.shortcuts import render\nfrom django.shortcuts import get_object_or_404\nfrom django.views.generic import ListView, DetailView\n#from silk.profiling.profiler import silk_profile\n\nfrom config.models import SideBar\nfrom .models import Post, Tag, Category\nfrom comment.models import Comment\n\n\n\nclass CommonViewMinxin:\n\tdef get_context_data(self, **kwargs):\n\t\tcontext = super().get_context_data(**kwargs)\n\t\tcontext.update({\n\t\t\t'sidebars': self.get_sidebars(),\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ab7ab472dc6bde156894c22490a3de97781b2d7
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- """ Created on Sat May 7 11:38:18 2016 @author: thomasbarillot VMI control """ from ctypes import cdll #slib="VMIcrtl_ext.dll" #hlib=cdll('VMIcrtl.dll') import VMIcrtl_ext test=VMIcrtl_ext.VMIcrtl() #%% print test.GetFilename() #%% test.setFilename('20161115_1841.dat') print test.GetFilename() #%% test.StartAcquisitionPrev() #%% test.StopAcquisition()
|
#%% img=test.RecallImagePrev() #%% import numpy as np print np.shape(img) a=np.array(img) print a #%% from matplotlib import pyplot as plt #%% b=np.reshape(a,[400,400]) print b plt.figure() plt.pcolor(np.reshape(a,[400,400]))
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 618
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"\nCreated on Sat May 7 11:38:18 2016\n\n@author: thomasbarillot\n\nVMI control\n\"\"\"\nfrom ctypes import cdll\n#slib=\"VMIcrtl_ext.dll\"\n#hlib=cdll('VMIcrtl.dll')\n\nimport VMIcrtl_ext\n\ntest=VMIcrtl_ext.VMIcrtl()\n#%%\nprint test.GetFilename()\n\n#%%\n\ntest.setFilename('20161115_1841.dat')\nprint test.GetFilename()\n\n#%%\n\ntest.StartAcquisitionPrev()\n#%%\ntest.StopAcquisition()"}, {"role": "assistant", "content": "\n\n#%%\nimg=test.RecallImagePrev()\n\n#%%\nimport numpy as np\n\nprint np.shape(img)\n\na=np.array(img)\nprint a\n#%%\nfrom matplotlib import pyplot as plt\n\n\n#%%\nb=np.reshape(a,[400,400])\nprint b\nplt.figure()\nplt.pcolor(np.reshape(a,[400,400]))"}]
| false
| null | null | null |
0ab8196f812a9bd1c5cff6d84c43cd3a82467a55
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright 2013-2020 Lawrence Livermore National Security, LLC and other # Spack Project Developers. See the top-level COPYRIGHT file for details. # # SPDX-License-Identifier: (Apache-2.0 OR MIT) import llnl.util.tty as tty from spack import * import spack.architecture import os ... [5 more classdefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 15: ... [5 more classdefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 0
| 0
| 330
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright 2013-2020 Lawrence Livermore National Security, LLC and other\n# Spack Project Developers. See the top-level COPYRIGHT file for details.\n#\n# SPDX-License-Identifier: (Apache-2.0 OR MIT)\n\nimport llnl.util.tty as tty\n\nfrom spack import *\nimport spack.architecture\n\nimport os\n\n\n\n ... [5 more classdefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 15: ... [5 more classdefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
0ab878278314d67f6d0be9f6568f133ce9e1ee76
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright (c) 2014, Vispy Development Team. # Distributed under the (new) BSD License. See LICENSE.txt for more info. # Adapted from PyQtGraph import sys from . import ptime from .. import config class Profiler(object): """Simple profiler allowing directed, hierarchical measurement of time intervals. By default, profilers are disabled. To enable profiling, set the environment variable `VISPYPROFILE` to a comma-separated list of fully-qualified names of profiled functions. Calling a profiler registers a message (defaulting to an increasing counter) that contains the time elapsed since the last call. When the profiler is about to be garbage-collected, the messages are passed to the outer profiler if one is running, or printed to stdout otherwise. If `delayed` is set to False, messages are immediately printed instead. Example: def function(...): profiler = Profiler() ... do stuff ... profiler('did stuff') ... do other stuff ...
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 11 • SyntaxError: unterminated triple-quoted string literal (detected at line 31) at line 11 Fixes: • Add closing quote at line 11 • Review code syntax
|
advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 5
| 2
| 1,080
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Copyright (c) 2014, Vispy Development Team.\n# Distributed under the (new) BSD License. See LICENSE.txt for more info.\n# Adapted from PyQtGraph\nimport sys\nfrom . import ptime\nfrom .. import config\n\n\nclass Profiler(object):\n \"\"\"Simple profiler allowing directed, hierarchical measurement of time\n intervals.\n\n By default, profilers are disabled. To enable profiling, set the\n environment variable `VISPYPROFILE` to a comma-separated list of\n fully-qualified names of profiled functions.\n\n Calling a profiler registers a message (defaulting to an increasing\n counter) that contains the time elapsed since the last call. When the\n profiler is about to be garbage-collected, the messages are passed to the\n outer profiler if one is running, or printed to stdout otherwise.\n\n If `delayed` is set to False, messages are immediately printed instead.\n\n Example:\n def function(...):\n profiler = Profiler()\n ... do stuff ...\n profiler('did stuff')\n ... do other stuff ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 11\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 31) at line 11\n\n Fixes:\n \u2022 Add closing quote at line 11\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0ab9be78769ca53a9456cd93a3fd3ab2a85a0c35
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from django.contrib.auth import get_user_model from djangosaml2idp.processors import BaseProcessor User = get_user_model() class TestBaseProcessor: def test_extract_user_id_configure_by_user_class(self): user = User() user.USERNAME_FIELD = 'email' user.email = 'test_email' assert BaseProcessor('entity-id').get_user_id(user) == 'test_email' def test_extract_user_id_configure_by_settings(self, settings): """Should use `settings.SAML_IDP_DJANGO_USERNAME_FIELD` to determine the user id field""" ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: settings.SAML_IDP_DJANGO_USERNAME_FIELD = 'first_name' user = User() user.first_name = 'test_first_name'
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 1
| 550
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom django.contrib.auth import get_user_model\nfrom djangosaml2idp.processors import BaseProcessor\n\nUser = get_user_model()\n\n\nclass TestBaseProcessor:\n\n def test_extract_user_id_configure_by_user_class(self):\n\n user = User()\n user.USERNAME_FIELD = 'email'\n user.email = 'test_email'\n\n assert BaseProcessor('entity-id').get_user_id(user) == 'test_email'\n\n def test_extract_user_id_configure_by_settings(self, settings):\n \"\"\"Should use `settings.SAML_IDP_DJANGO_USERNAME_FIELD` to determine the user id field\"\"\"\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 settings.SAML_IDP_DJANGO_USERNAME_FIELD = 'first_name'\n\n user = User()\n user.first_name = 'test_first_name'"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0aba3f90d5e6185589e45a9a8d8d372bccb752c2
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: class Node: def __init__(self, data): self.data = data self.prev = None self.next = None class SingleLinkedList: def __init__(self): self.head = None def add(self, ele): new_node = Node(ele) if self.head is None: self.head = new_node return temp_head = self.head while temp_head.next is not None: temp_head = temp_head.next; temp_head.next = new_node; def contains(self, ele): temp_head = self.head while temp_head is not None: if temp_head.data == ele: return True temp_head = temp_head.next return False def remove(self, ele): if self.head is None: return; if self.head.data == ele: self.head = self.head.next return True temp_head = self.head.next prev_node = temp_head is_node_deleted = False while temp_head is not None: if temp_head.data == ele: is_node_deleted = True prev_node.next = temp_head.next break prev_node = temp_head temp_head = temp_head.next return is_node_deleted def print_list(self): temp_head = self.head while temp_head is not None: print(temp_head.data) temp_head = temp_head.next if __name__ == '__main__': list = SingleLinkedList(); list.add(5) list.add(4) list.add(12) list.add(13) list.add(19) list.print_list(); print("List contains element 4", list.contains(4)) print("List contains element 6", list.contains(6)) print("Removing element 13", list.remove(13)) list.print_list(); print("List contains element 13", list.contains(13))
|
Functions: __init__, __init__, add, contains, remove Classes: Node, SingleLinkedList This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 6
| 2
| 1,840
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\nclass Node:\n def __init__(self, data):\n self.data = data\n self.prev = None\n self.next = None\n\n\nclass SingleLinkedList:\n\n def __init__(self):\n self.head = None\n\n def add(self, ele):\n new_node = Node(ele)\n if self.head is None:\n self.head = new_node\n return\n\n temp_head = self.head\n while temp_head.next is not None:\n temp_head = temp_head.next;\n\n temp_head.next = new_node;\n\n def contains(self, ele):\n temp_head = self.head\n while temp_head is not None:\n if temp_head.data == ele:\n return True\n temp_head = temp_head.next\n\n return False\n\n def remove(self, ele):\n\n if self.head is None:\n return;\n\n if self.head.data == ele:\n self.head = self.head.next\n return True\n\n temp_head = self.head.next\n prev_node = temp_head\n is_node_deleted = False\n while temp_head is not None:\n if temp_head.data == ele:\n is_node_deleted = True\n prev_node.next = temp_head.next\n break\n prev_node = temp_head\n temp_head = temp_head.next\n\n return is_node_deleted\n\n def print_list(self):\n temp_head = self.head\n while temp_head is not None:\n print(temp_head.data)\n temp_head = temp_head.next\n\n\nif __name__ == '__main__':\n list = SingleLinkedList();\n list.add(5)\n list.add(4)\n list.add(12)\n list.add(13)\n list.add(19)\n list.print_list();\n print(\"List contains element 4\", list.contains(4))\n print(\"List contains element 6\", list.contains(6))\n print(\"Removing element 13\", list.remove(13))\n list.print_list();\n print(\"List contains element 13\", list.contains(13))"}, {"role": "assistant", "content": " Functions: __init__, __init__, add, contains, remove\n Classes: Node, SingleLinkedList\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0abaca3d1ed91ca49de4c9b160592c473142f544
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from datetime import datetime from typing import Any, List, Optional, Union from pydantic import BaseModel, Field, HttpUrl, validator from pydantic.dataclasses import dataclass class Index(BaseModel): id: str name: str time_gate: HttpUrl = Field(alias="timegate") cdx_api: HttpUrl = Field(alias="cdx-api") @dataclass(frozen=True) class ResultBody: mime_detected: Optional[str] data: Optional[str] text: Optional[List[str]] @dataclass(frozen=True) class ResultMeta: # todo: these are still raw strings warc_request_meta: Optional[str] response_header: Optional[str] class Result(BaseModel): url_key: str = Field(alias="urlkey") timestamp: datetime url: str mime: str mime_detected: str = Field(alias="mime-detected") status: int digest: str length: int offset: int filename: str languages: Optional[str] encoding: Optional[str] index_id: Optional[str body: Optional[ResultBody] meta: Optional[ResultMeta] @validator("timestamp", pre=True) def parse_timestamp(cls, value: Any) -> Union[datetime, Any]: if isinstance(value, str): datetime_value = datetime.strptime(value, "%Y%m%d%H%M%S") return datetime_value return value class SearchPagesRequest(BaseModel): """Request existing pages on one index for a given url.""" index: Index url: str show_num_pages: str = Field(alias="showNumPages", default="true", const=True) output: str = "json" class SearchPagesResponse(BaseModel): """Response with the total number of pages in this index for a given url.""" index: Index url: str pages: int class SearchIndexRequest(BaseModel): """One page that contains records to be fetched.""" index: Index url: str page: int output: str = "json"
|
Syntax Analysis: Syntax Errors Found: • Unclosed '[' at line 42 - expected ']' • SyntaxError: '[' was never closed at line 42 Fixes: • Add closing ']' bracket • Review code syntax
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 1
| 7
| 1,850
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom datetime import datetime\nfrom typing import Any, List, Optional, Union\n\nfrom pydantic import BaseModel, Field, HttpUrl, validator\nfrom pydantic.dataclasses import dataclass\n\n\nclass Index(BaseModel):\n id: str\n name: str\n time_gate: HttpUrl = Field(alias=\"timegate\")\n cdx_api: HttpUrl = Field(alias=\"cdx-api\")\n\n\n@dataclass(frozen=True)\nclass ResultBody:\n mime_detected: Optional[str]\n data: Optional[str]\n text: Optional[List[str]]\n\n\n@dataclass(frozen=True)\nclass ResultMeta:\n # todo: these are still raw strings\n warc_request_meta: Optional[str]\n response_header: Optional[str]\n\n\nclass Result(BaseModel):\n url_key: str = Field(alias=\"urlkey\")\n timestamp: datetime\n url: str\n mime: str\n mime_detected: str = Field(alias=\"mime-detected\")\n status: int\n digest: str\n length: int\n offset: int\n filename: str\n languages: Optional[str]\n encoding: Optional[str]\n index_id: Optional[str\n body: Optional[ResultBody]\n meta: Optional[ResultMeta]\n\n @validator(\"timestamp\", pre=True)\n def parse_timestamp(cls, value: Any) -> Union[datetime, Any]:\n if isinstance(value, str):\n datetime_value = datetime.strptime(value, \"%Y%m%d%H%M%S\")\n return datetime_value\n return value\n\n\nclass SearchPagesRequest(BaseModel):\n \"\"\"Request existing pages on one index for a given url.\"\"\"\n\n index: Index\n url: str\n show_num_pages: str = Field(alias=\"showNumPages\", default=\"true\", const=True)\n output: str = \"json\"\n\n\nclass SearchPagesResponse(BaseModel):\n \"\"\"Response with the total number of pages in this index for a given url.\"\"\"\n\n index: Index\n url: str\n pages: int\n\n\nclass SearchIndexRequest(BaseModel):\n \"\"\"One page that contains records to be fetched.\"\"\"\n\n index: Index\n url: str\n page: int\n output: str = \"json\""}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '[' at line 42 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 42\n\n Fixes:\n \u2022 Add closing ']' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0abb3c732259b19c9e708a20325a84c61a393244
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: class _ConvertOSErrors(object): """Context manager to convert OSErrors in to FS Errors. """ FILE_ERRORS = { 64: errors.RemoteConnectionError, # ENONET errno.EACCES: errors.PermissionDenied, errno.ENOENT: errors.ResourceNotFound, errno.EFAULT: errors.ResourceNotFound, errno.ESRCH: errors.ResourceNotFound, errno.ENOTEMPTY: errors.DirectoryNotEmpty, errno.EEXIST: errors.FileExists, 183: errors.DirectoryExists, #errno.ENOTDIR: errors.DirectoryExpected, errno.ENOTDIR: errors.ResourceNotFound, errno.EISDIR: errors.FileExpected, errno.EINVAL: errors.FileExpected, errno.ENOSPC: errors.InsufficientStorage, errno.EPERM: errors.PermissionDenied, errno.ENETDOWN: errors.RemoteConnectionError, errno.ECONNRESET: errors.RemoteConnectionError, errno.ENAMETOOLONG: errors.PathError, errno.EOPNOTSUPP: errors.Unsupported, errno.ENOSYS: errors.Unsupported, } DIR_ERRORS = FILE_ERRORS.copy() DIR_ERRORS[errno.ENOTDIR] = errors.DirectoryExpected DIR_ERRORS[errno.EEXIST] = errors.DirectoryExists DIR_ERRORS[errno.EINVAL] = errors.DirectoryExpected if _WINDOWS_PLATFORM: # pragma: no cover DIR_ERRORS[13] = errors.DirectoryExpected DIR_ERRORS[267] = errors.DirectoryExpected FILE_ERRORS[13] = errors.FileExpected def __init__(self, opname, path, directory=False): # Complete this line self._path = path self._directory = directory def __enter__(self): return self def __exit__(self, exc_type, exc_value, traceback): os_errors = ( self.DIR_ERRORS if self._directory else self.FILE_ERRORS ) if exc_type and isinstance(exc_value, EnvironmentError): _errno = exc_value.errno fserror = os_errors.get(_errno, errors.OperationFailed) if _errno == errno.EACCES and sys.platform == "win32": if getattr(exc_value, 'args', None) == 32: # pragma: no cover fserror = errors.ResourceLocked reraise( fserror, fserror( self._path, exc=exc_value ), traceback ) # Stops linter complaining about invalid class name convert_os_errors = _ConvertOSErrors @contextmanager ... [1 more functiondefs truncated] ...
|
The missing line is: self._opname = opname
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 1
| 2,512
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass _ConvertOSErrors(object):\n \"\"\"Context manager to convert OSErrors in to FS Errors.\n \"\"\"\n\n FILE_ERRORS = {\n 64: errors.RemoteConnectionError, # ENONET\n errno.EACCES: errors.PermissionDenied,\n errno.ENOENT: errors.ResourceNotFound,\n errno.EFAULT: errors.ResourceNotFound,\n errno.ESRCH: errors.ResourceNotFound,\n errno.ENOTEMPTY: errors.DirectoryNotEmpty,\n errno.EEXIST: errors.FileExists,\n 183: errors.DirectoryExists,\n #errno.ENOTDIR: errors.DirectoryExpected,\n errno.ENOTDIR: errors.ResourceNotFound,\n errno.EISDIR: errors.FileExpected,\n errno.EINVAL: errors.FileExpected,\n errno.ENOSPC: errors.InsufficientStorage,\n errno.EPERM: errors.PermissionDenied,\n errno.ENETDOWN: errors.RemoteConnectionError,\n errno.ECONNRESET: errors.RemoteConnectionError,\n errno.ENAMETOOLONG: errors.PathError,\n errno.EOPNOTSUPP: errors.Unsupported,\n errno.ENOSYS: errors.Unsupported,\n }\n\n DIR_ERRORS = FILE_ERRORS.copy()\n DIR_ERRORS[errno.ENOTDIR] = errors.DirectoryExpected\n DIR_ERRORS[errno.EEXIST] = errors.DirectoryExists\n DIR_ERRORS[errno.EINVAL] = errors.DirectoryExpected\n\n if _WINDOWS_PLATFORM: # pragma: no cover\n DIR_ERRORS[13] = errors.DirectoryExpected\n DIR_ERRORS[267] = errors.DirectoryExpected\n FILE_ERRORS[13] = errors.FileExpected\n\n def __init__(self, opname, path, directory=False):\n # Complete this line\n self._path = path\n self._directory = directory\n\n def __enter__(self):\n return self\n\n def __exit__(self, exc_type, exc_value, traceback):\n os_errors = (\n self.DIR_ERRORS\n if self._directory\n else self.FILE_ERRORS\n )\n if exc_type and isinstance(exc_value, EnvironmentError):\n _errno = exc_value.errno\n fserror = os_errors.get(_errno, errors.OperationFailed)\n if _errno == errno.EACCES and sys.platform == \"win32\":\n if getattr(exc_value, 'args', None) == 32: # pragma: no cover\n fserror = errors.ResourceLocked\n reraise(\n fserror,\n fserror(\n self._path,\n exc=exc_value\n ),\n traceback\n )\n\n# Stops linter complaining about invalid class name\nconvert_os_errors = _ConvertOSErrors\n\n\n@contextmanager\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n self._opname = opname"}]
| false
| null | null | null |
0abb4de3626dcbaf10f7a01c7d732b38a10d112a
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/python # Copyright (c) 2015, BROCADE COMMUNICATIONS SYSTEMS, INC # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # 1. Redistributions of source code must retain the above copyright notice, # this list of conditions and the following disclaimer. # 2. Redistributions in binary form must reproduce the above copyright notice, # this list of conditions and the following disclaimer in the documentation # and/or other materials provided with the distribution. # 3. Neither the name of the copyright holder nor the names of its # contributors may be used to endorse or promote products derived from this # software without specific prior written permission. # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" # AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE # IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE # ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE # LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR # CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF # SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS # INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN # CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) # ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF # THE POSSIBILITY OF SUCH DAMAGE. """ @authors: Sergei Garbuzov @status: Development @version: 1.1.0 """ import time import json from pysdn.controller.controller import Controller from pysdn.netconfdev.vrouter.vrouter5600 import VRouter5600 from pysdn.common.status import STATUS from pysdn.common.utils import load_dict_from_file def vr_demo_3(): f = "cfg4.yml" d = {} if(load_dict_from_file(f, d) is False): print("Config file '%s' read error: " % f) exit() try: ctrlIpAddr = d['ctrlIpAddr'] ctrlPortNum = d['ctrlPortNum'] ctrlUname = d['ctrlUname'] ctrlPswd = d['ctrlPswd'] nodeName = d['nodeName'] nodeIpAddr = d['nodeIpAddr'] nodePortNum = d['nodePortNum'] nodeUname = d['nodeUname'] nodePswd = d['nodePswd'] rundelay = d['rundelay'] except: print ("Failed to get Controller device attributes") exit(0) print ("<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<") print ("<<< Demo Start") print ("<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<") print ("\n") ctrl = Controller(ctrlIpAddr, ctrlPortNum, ctrlUname, ctrlPswd) vrouter = VRouter5600(ctrl, nodeName, nodeIpAddr, nodePortNum, nodeUname, nodePswd) print "<<< 'Controller': %s, '%s': %s" % (ctrlIpAddr, nodeName, nodeIpAddr)) print ("\n") time.sleep(rundelay ... [code truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 33 • Unmatched closing bracket ')' at line 84 Fixes: • Complete the expression on the last line • Add closing quote at line 33 • Add closing ')' bracket
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intermediate
|
database
|
syntax_repair
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Pythoncode:Python
| 1
| 0
| 3,032
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/python\n\n# Copyright (c) 2015, BROCADE COMMUNICATIONS SYSTEMS, INC\n\n# All rights reserved.\n\n# Redistribution and use in source and binary forms, with or without\n# modification, are permitted provided that the following conditions are met:\n\n# 1. Redistributions of source code must retain the above copyright notice,\n# this list of conditions and the following disclaimer.\n\n# 2. Redistributions in binary form must reproduce the above copyright notice,\n# this list of conditions and the following disclaimer in the documentation\n# and/or other materials provided with the distribution.\n\n# 3. Neither the name of the copyright holder nor the names of its\n# contributors may be used to endorse or promote products derived from this\n# software without specific prior written permission.\n\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE\n# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF\n# THE POSSIBILITY OF SUCH DAMAGE.\n\n\"\"\"\n\n@authors: Sergei Garbuzov\n@status: Development\n@version: 1.1.0\n\n\n\"\"\"\n\nimport time\nimport json\n\nfrom pysdn.controller.controller import Controller\nfrom pysdn.netconfdev.vrouter.vrouter5600 import VRouter5600\nfrom pysdn.common.status import STATUS\nfrom pysdn.common.utils import load_dict_from_file\n\n\ndef vr_demo_3():\n\n f = \"cfg4.yml\"\n d = {}\n if(load_dict_from_file(f, d) is False):\n print(\"Config file '%s' read error: \" % f)\n exit()\n\n try:\n ctrlIpAddr = d['ctrlIpAddr']\n ctrlPortNum = d['ctrlPortNum']\n ctrlUname = d['ctrlUname']\n ctrlPswd = d['ctrlPswd']\n\n nodeName = d['nodeName']\n nodeIpAddr = d['nodeIpAddr']\n nodePortNum = d['nodePortNum']\n nodeUname = d['nodeUname']\n nodePswd = d['nodePswd']\n rundelay = d['rundelay']\n except:\n print (\"Failed to get Controller device attributes\")\n exit(0)\n\n print (\"<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<\")\n print (\"<<< Demo Start\")\n print (\"<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<\")\n\n print (\"\\n\")\n ctrl = Controller(ctrlIpAddr, ctrlPortNum, ctrlUname, ctrlPswd)\n vrouter = VRouter5600(ctrl, nodeName, nodeIpAddr, nodePortNum,\n nodeUname, nodePswd)\n print \"<<< 'Controller': %s, '%s': %s\"\n % (ctrlIpAddr, nodeName, nodeIpAddr))\n\n print (\"\\n\")\n time.sleep(rundelay\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 33\n \u2022 Unmatched closing bracket ')' at line 84\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 33\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0abbc3e1d5afde9470d734d62bcb0511ac93cadd
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # @Author: Stijn Van Hulle <stijnvanhulle> # @Date: 2016-11-28T13:51:38+01:00 # @Email: me@stijnvanhulle.be # @Last modified by: stijnvanhulle # @Last modified time: 2016-12-20T12:51:07+01:00 # @License: stijnvanhulle.be #!/usr/bin/env python import time import datetime import math import sys import json import paho.mqtt.client as mqtt import paho.mqtt.publish as publish import lib.faceDetection as faceDetection import lib.levelCalculation as levelCalculation def on_connect(client, userdata, rc): print("Connected to MQTT-broker on " + MQTT_BROKER ) client.subscribe("online") client.subscribe("message") client.subscribe("detection_find") client.subscribe("detection_found") client.subscribe("recalculate_start") client.subscribe("recalculate_done") def on_message(client, userdata, msg): try: parsed_json=json.loads(convertJson(msg.payload)) if msg.topic=="detection_find": print(parsed_json) _image1 =parsed_json['image1'] _image2 =parsed_json['image2'] _read=parsed_json['read'] if _read: if _image1 is not None and _image2 is not None: percent=faceDetection.getDifference(_image1,_image2) print('Detection:' + str(percent)) client.publish("detection_found", makeJsonObject_detection(percent,_image1,_image2,_read)) if msg.topic=="recalculate_start": print(parsed_json) _data =parsed_json['data'] _file=parsed_json['file'] if _data is not None: calcObj=levelCalculation.calculate(_data,_file) print('CalculatedOBJ:' + str(calcObj)) client.publish("recalculate_done", makeJsonObject_levelCalculate(calcObj['data'],calcObj['score'])) except Exception as error: print('Error:',error) def convertJson(data): data=data.decode() if data.startswith("'") and data.endswith("'"): data = data[1:-1] print(data) return data def makeJsonOnlineObject(device=''): item=json.dumps({"device":device}) return str(item) def init(): client.on_connect = on_connect client.on_message = on_message client.connect_async(MQTT_BROKER, 1883, 60) client.loop_start() time.sleep(0.2) client.publish("online", makeJsonOnlineObject('FaceDetection')) def makeJsonObject(value=None,port=None,type=None,read=False): item=json.dumps({"port":port, "type":type,"value":value,"read":read}) return str(item) def makeJsonObject_detection(value=None,image1=None,image2=None,read=False): item=json.dumps({"value":value, "image1":image1,"image2":image2, "read":read}) return str(item) def makeJsonObject_levelCalculate(data=None,score=0): item=json.dumps({"data":data,"score":score}) return str(item) ... [1 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 8
| 0
| 2,645
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# @Author: Stijn Van Hulle <stijnvanhulle>\n# @Date: 2016-11-28T13:51:38+01:00\n# @Email: me@stijnvanhulle.be\n# @Last modified by: stijnvanhulle\n# @Last modified time: 2016-12-20T12:51:07+01:00\n# @License: stijnvanhulle.be\n\n\n\n#!/usr/bin/env python\n\nimport time\nimport datetime\nimport math\nimport sys\nimport json\nimport paho.mqtt.client as mqtt\nimport paho.mqtt.publish as publish\nimport lib.faceDetection as faceDetection\nimport lib.levelCalculation as levelCalculation\n\n\ndef on_connect(client, userdata, rc):\n\tprint(\"Connected to MQTT-broker on \" + MQTT_BROKER )\n\tclient.subscribe(\"online\")\n\tclient.subscribe(\"message\")\n\tclient.subscribe(\"detection_find\")\n\tclient.subscribe(\"detection_found\")\n\n\tclient.subscribe(\"recalculate_start\")\n\tclient.subscribe(\"recalculate_done\")\n\ndef on_message(client, userdata, msg):\n\ttry:\n\t\tparsed_json=json.loads(convertJson(msg.payload))\n\n\n\t\tif msg.topic==\"detection_find\":\t\n\t\t\tprint(parsed_json)\n\t\t\t_image1 =parsed_json['image1']\n\t\t\t_image2 =parsed_json['image2']\n\t\t\t_read=parsed_json['read']\n\t\t\tif _read:\n\t\t\t\tif _image1 is not None and _image2 is not None:\n\t\t\t\t\tpercent=faceDetection.getDifference(_image1,_image2)\n\t\t\t\t\tprint('Detection:' + str(percent))\n\t\t\t\t\tclient.publish(\"detection_found\", makeJsonObject_detection(percent,_image1,_image2,_read))\t\n\n\t\tif msg.topic==\"recalculate_start\":\n\t\t\tprint(parsed_json)\n\t\t\t_data =parsed_json['data']\n\t\t\t_file=parsed_json['file']\n\t\t\tif _data is not None:\n\t\t\t\tcalcObj=levelCalculation.calculate(_data,_file)\n\t\t\t\tprint('CalculatedOBJ:' + str(calcObj))\n\t\t\t\tclient.publish(\"recalculate_done\", makeJsonObject_levelCalculate(calcObj['data'],calcObj['score']))\t\t\n\texcept Exception as error:\n\t\t\tprint('Error:',error)\n\n\n\n\ndef convertJson(data):\n\tdata=data.decode()\n\n\tif data.startswith(\"'\") and data.endswith(\"'\"):\n\t\tdata = data[1:-1]\n\t\tprint(data)\n\treturn data\ndef makeJsonOnlineObject(device=''):\n\titem=json.dumps({\"device\":device})\n\treturn str(item)\n\ndef init():\n\tclient.on_connect = on_connect\n\tclient.on_message = on_message\n\tclient.connect_async(MQTT_BROKER, 1883, 60)\n\tclient.loop_start()\n\ttime.sleep(0.2)\n\tclient.publish(\"online\", makeJsonOnlineObject('FaceDetection'))\n\ndef makeJsonObject(value=None,port=None,type=None,read=False):\n\titem=json.dumps({\"port\":port, \"type\":type,\"value\":value,\"read\":read})\n\treturn str(item)\n\ndef makeJsonObject_detection(value=None,image1=None,image2=None,read=False):\n\titem=json.dumps({\"value\":value, \"image1\":image1,\"image2\":image2, \"read\":read})\n\treturn str(item)\n\t\ndef makeJsonObject_levelCalculate(data=None,score=0):\n\titem=json.dumps({\"data\":data,\"score\":score})\n\treturn str(item)\n\n\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 |
0abcb370c0d40bd870443ed0b022026c144555c8
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: def solution(A): total = sum(A) m = float('inf') left_sum = 0 for n in A[:-1]: left_sum += n
|
v = abs(total - 2*left_sum) if v < m: m = v return m
|
intermediate
|
general
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 204
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\ndef solution(A):\n total = sum(A)\n m = float('inf')\n left_sum = 0\n\n for n in A[:-1]:\n left_sum += n"}, {"role": "assistant", "content": "\n v = abs(total - 2*left_sum)\n if v < m:\n m = v\n return m"}]
| false
| null | null | null |
0abcc62b08fba05c95b291d22e16bd5e45062b59
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import re import os from bs4 import BeautifulSoup from django.conf import settings from django.core.exceptions import ImproperlyConfigured from django.core.files import File from pages.models import Page, Image def check_paths(): """ Checks to ensure our PEP_REPO_PATH is setup correctly """ if not hasattr(settings, 'PEP_REPO_PATH'): raise ImproperlyConfigured("No PEP_REPO_PATH in settings") if not os.path.exists(settings.PEP_REPO_PATH): raise ImproperlyConfigured("PEP_REPO_PATH in settings does not exist") def convert_pep0(): """ Take existing generated pep-0000.html and convert to something suitable for a Python.org Page returns the core body HTML necessary only """ check_paths() pep0_path = os.path.join(settings.PEP_REPO_PATH, 'pep-0000.html') pep0_content = open(pep0_path).read() soup = BeautifulSoup(pep0_content) body_children = list(soup.body.children) # Grab header and PEP body header = body_children[3] pep_content = body_children[7] # Fix PEP links body_links = pep_content.find_all("a") pep_href_re = re.compile(r'pep-(\d+)\.html') for b in body_links: m = pep_href_re.search(b.attrs['href']) # Skip anything not matching 'pep-XXXX.html' if not m: continue b.attrs['href'] = '/dev/peps/pep-{}/'.format(m.group(1)) # Remove Version from header header_rows = header.find_all('th') for t in header_rows: if 'Version:' in t.text and 'N/A' in t.next_sibling.text: t.parent.extract() return ''.join([header.prettify(), pep_content.prettify()]) def get_pep0_page(commit=True): """ Using convert_pep0 above, create a CMS ready pep0 page and return it pep0 is used as the directory index, but it's also an actual pep, so we return both Page objects. """ pep0_content = convert_pep0() pep0_page, _ = Page.objects.get_or_create(path='dev/peps/') pep0000_page, _ = Page.objects.get_or_create(path='dev/peps/pep-0000/') for page in [pep0_page, pep0000_page]: page.content = pep0_content page.content_markup_type = 'html' page.title = "PEP 0 -- Index of Python Enhancement Proposals (PEPs)" page.template_name = PEP_TEMPLATE if commit: page.save() return pep0_page, pep0000_page ... [5 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 22 Invalid syntax at line 85: ... [5 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 14 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 29 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 40 Unexpected indentation at line 48 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 64 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 74 Unexpected indentation at line 75 Unexpected indentation at line 76 ✨ Improvements: Complete the expression on the last line Add closing quote at line 22 Review syntax near the error location
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intermediate
|
database
|
code_review
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Pythoncode:Python
| 3
| 0
| 2,423
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport re\nimport os\n\nfrom bs4 import BeautifulSoup\n\nfrom django.conf import settings\nfrom django.core.exceptions import ImproperlyConfigured\nfrom django.core.files import File\n\nfrom pages.models import Page, Image\n\ndef check_paths():\n \"\"\" Checks to ensure our PEP_REPO_PATH is setup correctly \"\"\"\n if not hasattr(settings, 'PEP_REPO_PATH'):\n raise ImproperlyConfigured(\"No PEP_REPO_PATH in settings\")\n\n if not os.path.exists(settings.PEP_REPO_PATH):\n raise ImproperlyConfigured(\"PEP_REPO_PATH in settings does not exist\")\n\n\ndef convert_pep0():\n \"\"\"\n Take existing generated pep-0000.html and convert to something suitable\n for a Python.org Page returns the core body HTML necessary only\n \"\"\"\n check_paths()\n\n pep0_path = os.path.join(settings.PEP_REPO_PATH, 'pep-0000.html')\n pep0_content = open(pep0_path).read()\n\n soup = BeautifulSoup(pep0_content)\n\n body_children = list(soup.body.children)\n\n # Grab header and PEP body\n header = body_children[3]\n pep_content = body_children[7]\n\n # Fix PEP links\n body_links = pep_content.find_all(\"a\")\n\n pep_href_re = re.compile(r'pep-(\\d+)\\.html')\n\n for b in body_links:\n m = pep_href_re.search(b.attrs['href'])\n\n # Skip anything not matching 'pep-XXXX.html'\n if not m:\n continue\n\n b.attrs['href'] = '/dev/peps/pep-{}/'.format(m.group(1))\n\n # Remove Version from header\n header_rows = header.find_all('th')\n for t in header_rows:\n if 'Version:' in t.text and 'N/A' in t.next_sibling.text:\n t.parent.extract()\n\n return ''.join([header.prettify(), pep_content.prettify()])\n\n\ndef get_pep0_page(commit=True):\n \"\"\"\n Using convert_pep0 above, create a CMS ready pep0 page and return it\n\n pep0 is used as the directory index, but it's also an actual pep, so we\n return both Page objects.\n \"\"\"\n pep0_content = convert_pep0()\n pep0_page, _ = Page.objects.get_or_create(path='dev/peps/')\n pep0000_page, _ = Page.objects.get_or_create(path='dev/peps/pep-0000/')\n for page in [pep0_page, pep0000_page]:\n page.content = pep0_content\n page.content_markup_type = 'html'\n page.title = \"PEP 0 -- Index of Python Enhancement Proposals (PEPs)\"\n page.template_name = PEP_TEMPLATE\n\n if commit:\n page.save()\n\n return pep0_page, pep0000_page\n\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 22\n Invalid syntax at line 85: ... [5 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 14\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 29\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 40\n Unexpected indentation at line 48\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 64\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 74\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 22\n Review syntax near the error location"}]
| false
| null | null | null |
0abd370b6b3c7d06f851a685777b6e689527ccf7
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import os import pysatl from pysatl import CAPDU if __name__ == "__main__": def check(hexstr, expected): capdu = CAPDU.from_hexstr(hexstr) if capdu != expected: raise Exception("Mismatch for input '"+hexstr+"'\nActual: "+str(capdu)+"\nExpected: "+str(expected)) def gencase(* ,LC ,LE): assert(LC < 0x10000) assert(LE <= 0x10000) data = os.getrandom(LC) hexstr = "00112233" case4 = LC>0 and LE>0 case4e = case4 and (LC>0xFF or LE>0x100) if LC>0: if LC>0xFF or case4e: hexstr += "00%04X"%LC else: hexstr += "%02X" % LC hexstr += pysatl.Utils.hexstr(data, separator="") if LE>0: if case4e: if LE == 0x10000: hexstr += "0000" else: hexstr += "%04X"%LE elif LE == 0x10000: hexstr += "000000" elif LE>0x100: hexstr += "00%04X"%LE elif LE == 0x100: hexstr += "00" else: hexstr += "%02X" % LE expected = hexstr capdu = CAPDU(CLA=0x00, INS=0x11, P1=0x22, P2=0x33, DATA=data, LE=LE) hexstr = capdu.to_hexstr() if hexstr != expected: raise Exception("Mismatch for LC=%d, LE=%d"%(LC,LE)+"\nActual: "+hexstr+"\nExpected: "+expected) b = capdu.to_bytes() assert(type(b) is bytes) return (hexstr, capdu) #check __repr__ expected = "pysatl.CAPDU.from_hexstr('00112233015502')" capdu=None exec("capdu="+expected) assert(expected==repr(capdu)) #check well formed inputs check("00112233", CAPDU(CLA=0x00, INS=0x11, P1=0x22, P2=0x33)) check("00 11 22 33", CAPDU(CLA=0x00, INS=0x11, P1=0x22, P2=0x33)) check("0x00,0x11,0x22,0x33", CAPDU(CLA=0x00, INS=0x11, P1=0x22, P2=0x33)) #check we tolerate less well formed inputs check("00-11,22_33", CAPDU(CLA=0x00, INS=0x11, P1=0x22, P2=0x33)) check("""0x00 0x11 0x22 0x33""", CAPDU(CLA=0x00, INS=0x11, P1=0x22, P2=0x33)) check("1 2 304", CAPDU(CLA=0x01, INS=0x02, P1=0x03, P2=0x04)) LC_cases = [0,1,2,254,255,256,257,65534,65535] LE_cases = LC_cases + [65536] for LC in LC_cases: for LE in LE_cases: print(LC,LE) check(*gencase(LC=LC, LE=LE))
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
testing
|
refactoring
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Pythoncode:Python
| 2
| 0
| 2,421
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\n\nimport pysatl\nfrom pysatl import CAPDU\n\n\nif __name__ == \"__main__\":\n\n def check(hexstr, expected):\n capdu = CAPDU.from_hexstr(hexstr)\n if capdu != expected:\n raise Exception(\"Mismatch for input '\"+hexstr+\"'\\nActual: \"+str(capdu)+\"\\nExpected: \"+str(expected))\n\n\n def gencase(* ,LC ,LE):\n assert(LC < 0x10000)\n assert(LE <= 0x10000)\n data = os.getrandom(LC)\n hexstr = \"00112233\"\n case4 = LC>0 and LE>0\n case4e = case4 and (LC>0xFF or LE>0x100)\n if LC>0:\n if LC>0xFF or case4e:\n hexstr += \"00%04X\"%LC\n else:\n hexstr += \"%02X\" % LC\n hexstr += pysatl.Utils.hexstr(data, separator=\"\")\n if LE>0:\n if case4e:\n if LE == 0x10000:\n hexstr += \"0000\"\n else:\n hexstr += \"%04X\"%LE\n elif LE == 0x10000:\n hexstr += \"000000\"\n elif LE>0x100:\n hexstr += \"00%04X\"%LE\n elif LE == 0x100:\n hexstr += \"00\"\n else:\n hexstr += \"%02X\" % LE\n expected = hexstr\n capdu = CAPDU(CLA=0x00, INS=0x11, P1=0x22, P2=0x33, DATA=data, LE=LE)\n hexstr = capdu.to_hexstr()\n if hexstr != expected:\n raise Exception(\"Mismatch for LC=%d, LE=%d\"%(LC,LE)+\"\\nActual: \"+hexstr+\"\\nExpected: \"+expected)\n\n b = capdu.to_bytes()\n assert(type(b) is bytes)\n return (hexstr, capdu)\n\n #check __repr__\n expected = \"pysatl.CAPDU.from_hexstr('00112233015502')\"\n capdu=None\n exec(\"capdu=\"+expected)\n assert(expected==repr(capdu))\n\n #check well formed inputs\n check(\"00112233\", CAPDU(CLA=0x00, INS=0x11, P1=0x22, P2=0x33))\n check(\"00 11 22 33\", CAPDU(CLA=0x00, INS=0x11, P1=0x22, P2=0x33))\n check(\"0x00,0x11,0x22,0x33\", CAPDU(CLA=0x00, INS=0x11, P1=0x22, P2=0x33))\n\n #check we tolerate less well formed inputs\n check(\"00-11,22_33\", CAPDU(CLA=0x00, INS=0x11, P1=0x22, P2=0x33))\n check(\"\"\"0x00 0x11 0x22\n 0x33\"\"\", CAPDU(CLA=0x00, INS=0x11, P1=0x22, P2=0x33))\n check(\"1 2 304\", CAPDU(CLA=0x01, INS=0x02, P1=0x03, P2=0x04))\n\n LC_cases = [0,1,2,254,255,256,257,65534,65535]\n LE_cases = LC_cases + [65536]\n for LC in LC_cases:\n for LE in LE_cases:\n print(LC,LE)\n check(*gencase(LC=LC, LE=LE))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0abe087af168de7f10f0e7fc51d33adc2b129507
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/python from math import sin, cos, tan, atan, pi, acos, sqrt, exp, log10 import sys, os import copy import random import numpy as np import multiprocessing as mp import ConfigParser sys.path.append('./bin') import mGLS, mMGLS sys.path.append('./src') from EnvGlobals import Globals import mgls_io import mgls_mc from mgls_lib import * #definitions and constants to_radians = pi/180.0 to_deg = 1.0/to_radians #------------------------- def _gls_instance_Ndim_bootstrapping(n_runs): """executes n_runs instances of MGLS for with previous data shuffle """ cpu_periodogram = list() for iter in range(n_runs): """ #shuffle RV's and their errors. Repetit
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 23 • SyntaxError: unterminated triple-quoted string literal (detected at line 28) at line 27 Fix: Close the string literal with matching quote
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 5
| 0
| 692
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/python\nfrom math import sin, cos, tan, atan, pi, acos, sqrt, exp, log10\nimport sys, os\nimport copy\nimport random\nimport numpy as np\nimport multiprocessing as mp\nimport ConfigParser\nsys.path.append('./bin')\nimport mGLS, mMGLS\nsys.path.append('./src')\nfrom EnvGlobals import Globals\nimport mgls_io\nimport mgls_mc\nfrom mgls_lib import *\n\n#definitions and constants\nto_radians = pi/180.0\nto_deg = 1.0/to_radians\n#-------------------------\n\ndef _gls_instance_Ndim_bootstrapping(n_runs):\n \"\"\"executes n_runs instances of MGLS for with previous data shuffle\n \"\"\"\n cpu_periodogram = list()\n for iter in range(n_runs):\n \"\"\"\n #shuffle RV's and their errors. Repetit"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 23\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 28) at line 27\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0abf250849dcb075b82b1ca50e27cc3adefcc742
|
TheStack--python--000.parquet
|
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