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Suggest refactoring for this Pythoncode:Python code: import math import torch import torch.nn as nn from models.neural import MultiHeadedAttention, PositionwiseFeedForward from models.rnn import LayerNormLSTM class Classifier(nn.Module): def __init__(self, hidden_size): super(Classifier, self).__init__() self.linear1 = nn.Linear(hidden_size, 1) self.sigmoid = nn.Sigmoid() def forward(self, x, mask_cls): h = self.linear1(x).squeeze(-1) sent_scores = self.sigmoid(h) * mask_cls.float() return sent_scores class PositionalEncoding(nn.Module): def __init__(self, dropout, dim, max_len=5000): pe = torch.zeros(max_len, dim) position = torch.arange(0, max_len).unsqueeze(1) div_term = torch.exp((torch.arange(0, dim, 2, dtype=torch.float) * -(math.log(10000.0) / dim))) pe[:, 0::2] = torch.sin(position.float() * div_term) pe[:, 1::2] = torch.cos(position.float() * div_term) pe = pe.unsqueeze(0) super(PositionalEncoding, self).__init__() self.register_buffer('pe', pe) self.dropout = nn.Dropout(p=dropout) self.dim = dim def forward(self, emb, step=None): emb = emb * math.sqrt(self.dim) if (step): emb = emb + self.pe[:, step][:, None, :] else: emb = emb + self.pe[:, :emb.size(1)] emb = self.dropout(emb) return emb def get_emb(self, emb): return self.pe[:, :emb.size(1)] class TransformerEncoderLayer(nn.Module): def __init__(self, d_model, heads, d_ff, dropout): super(TransformerEncoderLayer, self).__init__() self.self_attn = MultiHeadedAttention( heads, d_model, dropout=dropout) self.feed_forward = PositionwiseFeedForward(d_model, d_ff, dropout) self.layer_norm = nn.LayerNorm(d_model, eps=1e-6) self.dropout = nn.Dropout(dropout) def forward(self, iter, query, inputs, mask): if (iter != 0): input_norm = self.layer_norm(inputs) else: input_norm = inputs mask = mask.unsqueeze(1) context = self.self_attn(input_norm, input_norm, input_norm, mask=mask) out = self.dropout(context) + inputs return self.feed_forward(out) class TransformerInterEncoder(nn.Module): ... [19 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
database
|
refactoring
|
Pythoncode:Python
| 7
| 4
| 2,399
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport math\n\nimport torch\nimport torch.nn as nn\n\nfrom models.neural import MultiHeadedAttention, PositionwiseFeedForward\nfrom models.rnn import LayerNormLSTM\n\n\nclass Classifier(nn.Module):\n def __init__(self, hidden_size):\n super(Classifier, self).__init__()\n self.linear1 = nn.Linear(hidden_size, 1)\n self.sigmoid = nn.Sigmoid()\n\n def forward(self, x, mask_cls):\n h = self.linear1(x).squeeze(-1)\n sent_scores = self.sigmoid(h) * mask_cls.float()\n return sent_scores\n\n\nclass PositionalEncoding(nn.Module):\n\n def __init__(self, dropout, dim, max_len=5000):\n pe = torch.zeros(max_len, dim)\n position = torch.arange(0, max_len).unsqueeze(1)\n div_term = torch.exp((torch.arange(0, dim, 2, dtype=torch.float) *\n -(math.log(10000.0) / dim)))\n pe[:, 0::2] = torch.sin(position.float() * div_term)\n pe[:, 1::2] = torch.cos(position.float() * div_term)\n pe = pe.unsqueeze(0)\n super(PositionalEncoding, self).__init__()\n self.register_buffer('pe', pe)\n self.dropout = nn.Dropout(p=dropout)\n self.dim = dim\n\n def forward(self, emb, step=None):\n emb = emb * math.sqrt(self.dim)\n if (step):\n emb = emb + self.pe[:, step][:, None, :]\n\n else:\n emb = emb + self.pe[:, :emb.size(1)]\n emb = self.dropout(emb)\n return emb\n\n def get_emb(self, emb):\n return self.pe[:, :emb.size(1)]\n\n\nclass TransformerEncoderLayer(nn.Module):\n def __init__(self, d_model, heads, d_ff, dropout):\n super(TransformerEncoderLayer, self).__init__()\n\n self.self_attn = MultiHeadedAttention(\n heads, d_model, dropout=dropout)\n self.feed_forward = PositionwiseFeedForward(d_model, d_ff, dropout)\n self.layer_norm = nn.LayerNorm(d_model, eps=1e-6)\n self.dropout = nn.Dropout(dropout)\n\n def forward(self, iter, query, inputs, mask):\n if (iter != 0):\n input_norm = self.layer_norm(inputs)\n else:\n input_norm = inputs\n\n mask = mask.unsqueeze(1)\n context = self.self_attn(input_norm, input_norm, input_norm,\n mask=mask)\n out = self.dropout(context) + inputs\n return self.feed_forward(out)\n\n\nclass TransformerInterEncoder(nn.Module):\n\n ... [19 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8a267a4563f9753a8ce7cda07a22ac19aca67d1a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import requests from allauth.socialaccount.providers.oauth2.views import ( OAuth2Adapter, OAuth2CallbackView, OAuth2LoginView, ) from .provider import DropboxOAuth2Provider Error: SyntaxError / EOF
|
Fixed Code: import requests from allauth.socialaccount.providers.oauth2.views import ( OAuth2Adapter, OAuth2CallbackView, OAuth2LoginView, ) from .provider import DropboxOAuth2Provider class DropboxOAuth2Adapter(OAuth2Adapter): provider_id = DropboxOAuth2Provider.id access_token_url = "https://api.dropbox.com/oauth2/token" authorize_url = "https://www.dropbox.com/oauth2/authorize" Explanation: Complete the truncated code structure
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advanced
|
api
|
error_fixing
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Pythoncode:Python
| 1
| 1
| 187
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport requests\n\nfrom allauth.socialaccount.providers.oauth2.views import (\n OAuth2Adapter,\n OAuth2CallbackView,\n OAuth2LoginView,\n)\n\nfrom .provider import DropboxOAuth2Provider\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport requests\n\nfrom allauth.socialaccount.providers.oauth2.views import (\n OAuth2Adapter,\n OAuth2CallbackView,\n OAuth2LoginView,\n)\n\nfrom .provider import DropboxOAuth2Provider\n\n\nclass DropboxOAuth2Adapter(OAuth2Adapter):\n provider_id = DropboxOAuth2Provider.id\n access_token_url = \"https://api.dropbox.com/oauth2/token\"\n authorize_url = \"https://www.dropbox.com/oauth2/authorize\"\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a27086b8164b7eb22322aad33d91e3b2ba51e9e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # SPDX-License-Identifier: MIT # pylint: disable=redefined-builtin,invalid-name """See https://www.sphinx-doc.org/en/master/usage/configuration.html""" from typing import Sequence import os import sys # region Path setup sys.path.insert(0, os.path.abspath('..')) # endregion # region Project information project = 'Upkeep' copyright = '2020, Andrew Udvare' author = 'Andrew Udvare' # The short X.Y version version = '1.2.7' # The full version, including alpha/beta/rc tags release = f'v{version}' # endregion # region General configuration # Add any Sphinx extension module names here, as strings. They can be # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom # ones. extensions = ['sphinx.ext.autodoc', 'sphinx.ext.napoleon'] # Add any paths that contain templates here, relative to this directory. templates_path = ['_templates'] # List of patterns, relative to source directory, that match files and # directories to ignore when looking for source files. # This pattern also affects html_static_path and html_extra_path. exclude_patterns: Sequence[str] = [] master_doc = 'index' # endregion # region Options for HTML output # The theme to use for HTML and HTML Help pages. See the documentation for # a list of builtin themes. html_theme = 'alabaster' # Add any paths that contain custom static files (such as style sheets) here, # relative to this directory. They are copied after the builtin static files, # so a file named "default.css" will overwrite the builtin "default.css". html_static_path = ['_static'] # endregion # region Extension configuration # endregion
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,599
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# SPDX-License-Identifier: MIT\n# pylint: disable=redefined-builtin,invalid-name\n\"\"\"See https://www.sphinx-doc.org/en/master/usage/configuration.html\"\"\"\nfrom typing import Sequence\nimport os\nimport sys\n\n# region Path setup\nsys.path.insert(0, os.path.abspath('..'))\n# endregion\n\n# region Project information\nproject = 'Upkeep'\ncopyright = '2020, Andrew Udvare'\nauthor = 'Andrew Udvare'\n# The short X.Y version\nversion = '1.2.7'\n# The full version, including alpha/beta/rc tags\nrelease = f'v{version}'\n# endregion\n\n# region General configuration\n# Add any Sphinx extension module names here, as strings. They can be\n# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom\n# ones.\nextensions = ['sphinx.ext.autodoc', 'sphinx.ext.napoleon']\n# Add any paths that contain templates here, relative to this directory.\ntemplates_path = ['_templates']\n# List of patterns, relative to source directory, that match files and\n# directories to ignore when looking for source files.\n# This pattern also affects html_static_path and html_extra_path.\nexclude_patterns: Sequence[str] = []\nmaster_doc = 'index'\n# endregion\n\n# region Options for HTML output\n# The theme to use for HTML and HTML Help pages. See the documentation for\n# a list of builtin themes.\nhtml_theme = 'alabaster'\n# Add any paths that contain custom static files (such as style sheets) here,\n# relative to this directory. They are copied after the builtin static files,\n# so a file named \"default.css\" will overwrite the builtin \"default.css\".\nhtml_static_path = ['_static']\n# endregion\n\n# region Extension configuration\n# endregion"}, {"role": "assistant", "content": " Code analysis results:\n\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
8a27be0083c13f36f7583420125751ea6216ec63
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os import platform import shutil import sys from collections import Counter from collections import defaultdict, OrderedDict from os.path import join from typing import List, Dict, Set from CppHeaderParser import CppHeaderParser from CppHeaderParser.CppHeaderParser import CppMethod import generators.dependency_tree from generators.config import common_includes, PCL_BASE, PATH_LOADER, PATH_MODULES, MODULES_TO_BUILD, \ def filter_methods_for_parser_errors(methods): return [m for m in methods if not m["name"] in ("void", "bool")] def filter_methods_to_skip(methods): filtered_methods = [] for m in methods: if (m["parent"]["name"], m["name"]) in METHODS_TO_SKIP: continue if "Callback" in m["name"]: single_argument = len(m["parameters"]) == 1 boost_function = single_argument and m["parameters"][0]["type"].startswith("boost::function") if not boost_function: continue filtered_methods.append(m) return filtered_methods def same_parameters(p1: Dict, p2: Dict) -> bool: fields = ["constant", "name", "raw_type", "reference", "static"] return all(p1[f] == p2[f] for f in fields) def same_methods(m1: CppMethod, m2: CppMethod) -> bool: if m1["name"] != m2["name"]: return False # bug in CppHeaderParser # in "void ImageGrabber<PointT>::publish", "void ImageGrabber<PointT>::" is the return type path = m1.get("path", m2.get("path")) path = path[path.rfind(":") + 1:] if not any(path in type_ for type_ in [m1["rtnType"], m2["rtnType"]]): return False # same parameters for p1 in m1["parameters"]: for p2 in m2["parameters"]: if m1["name"] == m2["name"] and same_parameters(p1, p2): break else: return False return len(m1["parameters"]) == len(m2["parameters"]) def private_methods_defined_outside(private_methods: List[CppMethod], methods_declared_outside: List[CppMethod]) -> List[CppMethod]: private_defined_outside = [] for m_private in private_methods: for m_outside in methods_declared_outside: if same_methods(m_private, m_outside): private_defined_outside.append(m_private) break return private_defined_outside ... [25 more functiondefs truncated] ...
|
Functions: filter_methods_for_parser_errors, filter_methods_to_skip, same_parameters, same_methods, private_methods_defined_outside This code demonstrates Pythoncode:Python programming.
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intermediate
|
database
|
code_explanation
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Pythoncode:Python
| 5
| 0
| 2,408
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os\nimport platform\nimport shutil\nimport sys\nfrom collections import Counter\nfrom collections import defaultdict, OrderedDict\nfrom os.path import join\nfrom typing import List, Dict, Set\n\nfrom CppHeaderParser import CppHeaderParser\nfrom CppHeaderParser.CppHeaderParser import CppMethod\n\nimport generators.dependency_tree\nfrom generators.config import common_includes, PCL_BASE, PATH_LOADER, PATH_MODULES, MODULES_TO_BUILD, \\\ndef filter_methods_for_parser_errors(methods):\n return [m for m in methods if not m[\"name\"] in (\"void\", \"bool\")]\n\n\ndef filter_methods_to_skip(methods):\n filtered_methods = []\n for m in methods:\n if (m[\"parent\"][\"name\"], m[\"name\"]) in METHODS_TO_SKIP:\n continue\n if \"Callback\" in m[\"name\"]:\n single_argument = len(m[\"parameters\"]) == 1\n boost_function = single_argument and m[\"parameters\"][0][\"type\"].startswith(\"boost::function\")\n if not boost_function:\n continue\n filtered_methods.append(m)\n return filtered_methods\n\n\ndef same_parameters(p1: Dict, p2: Dict) -> bool:\n fields = [\"constant\", \"name\", \"raw_type\", \"reference\", \"static\"]\n return all(p1[f] == p2[f] for f in fields)\n\n\ndef same_methods(m1: CppMethod, m2: CppMethod) -> bool:\n if m1[\"name\"] != m2[\"name\"]:\n return False\n\n # bug in CppHeaderParser\n # in \"void ImageGrabber<PointT>::publish\", \"void ImageGrabber<PointT>::\" is the return type\n path = m1.get(\"path\", m2.get(\"path\"))\n path = path[path.rfind(\":\") + 1:]\n if not any(path in type_ for type_ in [m1[\"rtnType\"], m2[\"rtnType\"]]):\n return False\n\n # same parameters\n for p1 in m1[\"parameters\"]:\n for p2 in m2[\"parameters\"]:\n if m1[\"name\"] == m2[\"name\"] and same_parameters(p1, p2):\n break\n else:\n return False\n return len(m1[\"parameters\"]) == len(m2[\"parameters\"])\n\n\ndef private_methods_defined_outside(private_methods: List[CppMethod],\n methods_declared_outside: List[CppMethod]) -> List[CppMethod]:\n private_defined_outside = []\n for m_private in private_methods:\n for m_outside in methods_declared_outside:\n if same_methods(m_private, m_outside):\n private_defined_outside.append(m_private)\n break\n return private_defined_outside\n\n\n\n ... [25 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: filter_methods_for_parser_errors, filter_methods_to_skip, same_parameters, same_methods, private_methods_defined_outside\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a29601d340f52437bc81f042a9b4102018cde77
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- # All params from IdM is stored in environment and you can get them by os.environ["paramName"] import sys, os # this is needed for importing file winrm_wrapper from parent dir sys.path.append(os.path.join(os.path.dirname(__file__), '..')) import winrm_wrapper import codecs uid = os.environ["__UID__"] winrm_wrapper.writeLog("Delete start for " + uid) # Load PS script from file and replace params winrm_wrapper.writeLog("loading script") f = codecs.open(os.environ["script"], encoding='utf-8', mode='r')
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
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intermediate
|
api
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error_detection
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Pythoncode:Python
| 0
| 0
| 554
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n# All params from IdM is stored in environment and you can get them by os.environ[\"paramName\"]\nimport sys, os\n# this is needed for importing file winrm_wrapper from parent dir\nsys.path.append(os.path.join(os.path.dirname(__file__), '..'))\nimport winrm_wrapper\nimport codecs\n\nuid = os.environ[\"__UID__\"]\n\nwinrm_wrapper.writeLog(\"Delete start for \" + uid)\n\n# Load PS script from file and replace params\nwinrm_wrapper.writeLog(\"loading script\")\nf = codecs.open(os.environ[\"script\"], encoding='utf-8', mode='r')"}, {"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
|
8a29eefe067ae42942e4915562e64419af3d1cde
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright 2019-2021 ETH Zurich and the DaCe authors. All rights reserved. import unittest from aenum import Enum, auto from dace import registry @registry.make_registry class ExtensibleClass(object): pass class Extension(ExtensibleClass): pass @registry.extensible_enum class ExtensibleEnumeration(Enum): a = auto() b = auto() class RegistryTests(unittest.TestCase): def test_class_registry(self): ExtensibleClass.register(Extension) self.assertTrue(Extension in ExtensibleClass.extensions()) ExtensibleClass.unregister(Extension) self.assertTrue(Extension not in ExtensibleClass.extensions()) def test_autoregister(self): @registry.autoregister class Extension2(ExtensibleClass): pass self.assertTrue(Extension2 in ExtensibleClass.extensions()) def test_class_registry_args(self): ExtensibleClass.register(Extension, a=True, b=1, c=2) self.assertTrue(Extension in ExtensibleClass.extensions()) self.assertEqual(ExtensibleClass.extensions()[Extension], dict(a=True, b=1, c=2)) ExtensibleClass.unregister(Extension) self.assertTrue(Extension not in ExtensibleClass.extensions()) def test_autoregister_args(self): @registry.autoregister_params(a=False, b=0) class Extension3(ExtensibleClass): pass self.assertTrue(Extension3 in ExtensibleClass.extensions()) self.assertEqual(ExtensibleClass.extensions()[Extension3], dict(a=False, b=0)) def test_autoregister_fail(self): with self.assertRaises(TypeError): @registry.autoregister class Extension4(object): pass def test_enum_registry(self): ExtensibleEnumeration.register('c') self.assertTrue(ExtensibleEnumeration.c in ExtensibleEnumeration) self.assertEqual(ExtensibleEnumeration.c.value, 3) def test_enum_registry_fail(self): with self.assertRaises(TypeError): @registry.extensible_enum class NotAnEnum(object): pass if __name__ == '__main__': unittest.main()
|
Code analysis results: 🔴 Errors found: Block at line 52 has no indented body Block at line 64 has no indented body ⚠️ Warnings: Unexpected indentation at line 19 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 💡 Suggestions: Add docstring to class 'ExtensibleClass' Add docstring to class 'Extension' Add docstring to class 'ExtensibleEnumeration'
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advanced
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testing
|
debugging
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Pythoncode:Python
| 7
| 8
| 2,152
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright 2019-2021 ETH Zurich and the DaCe authors. All rights reserved.\nimport unittest\nfrom aenum import Enum, auto\nfrom dace import registry\n\n\n@registry.make_registry\nclass ExtensibleClass(object):\n pass\n\n\nclass Extension(ExtensibleClass):\n pass\n\n\n@registry.extensible_enum\nclass ExtensibleEnumeration(Enum):\n a = auto()\n b = auto()\n\n\nclass RegistryTests(unittest.TestCase):\n def test_class_registry(self):\n ExtensibleClass.register(Extension)\n self.assertTrue(Extension in ExtensibleClass.extensions())\n ExtensibleClass.unregister(Extension)\n self.assertTrue(Extension not in ExtensibleClass.extensions())\n\n def test_autoregister(self):\n @registry.autoregister\n class Extension2(ExtensibleClass):\n pass\n\n self.assertTrue(Extension2 in ExtensibleClass.extensions())\n\n def test_class_registry_args(self):\n ExtensibleClass.register(Extension, a=True, b=1, c=2)\n self.assertTrue(Extension in ExtensibleClass.extensions())\n self.assertEqual(ExtensibleClass.extensions()[Extension], dict(a=True, b=1, c=2))\n ExtensibleClass.unregister(Extension)\n self.assertTrue(Extension not in ExtensibleClass.extensions())\n\n def test_autoregister_args(self):\n @registry.autoregister_params(a=False, b=0)\n class Extension3(ExtensibleClass):\n pass\n\n self.assertTrue(Extension3 in ExtensibleClass.extensions())\n self.assertEqual(ExtensibleClass.extensions()[Extension3], dict(a=False, b=0))\n\n def test_autoregister_fail(self):\n with self.assertRaises(TypeError):\n\n @registry.autoregister\n class Extension4(object):\n pass\n\n def test_enum_registry(self):\n ExtensibleEnumeration.register('c')\n self.assertTrue(ExtensibleEnumeration.c in ExtensibleEnumeration)\n self.assertEqual(ExtensibleEnumeration.c.value, 3)\n\n def test_enum_registry_fail(self):\n with self.assertRaises(TypeError):\n\n @registry.extensible_enum\n class NotAnEnum(object):\n pass\n\n\nif __name__ == '__main__':\n unittest.main()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 52 has no indented body\n Block at line 64 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 19\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'ExtensibleClass'\n Add docstring to class 'Extension'\n Add docstring to class 'ExtensibleEnumeration'"}]
| false
| null | null | null |
8a2ac410faa6645af8d41c21c8f5834684cf1a20
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import asyncio import logging from json import loads import pytest from aiologstash2 import create_tcp_handler logging.getLogger().setLevel(logging.DEBUG) class FakeTcpServer: def __init__(self): self.data = bytearray() self.server = None self.futs = set() async def start(self): self.server = await asyncio.start_server(self.on_connect, host="127.0.0.1") @property def port(self): ... code continues ...
|
Completion: Missing: Function 'port' is incomplete - body truncated To complete: • Complete the function 'port' body and add missing return Example continuation: return self.server.sockets[0].getsockname()[1] @property def jsons(self): s = self.data.decode("utf8")
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advanced
|
testing
|
incomplete_code
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Pythoncode:Python
| 3
| 1
| 437
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport asyncio\nimport logging\nfrom json import loads\n\nimport pytest\n\nfrom aiologstash2 import create_tcp_handler\n\n\nlogging.getLogger().setLevel(logging.DEBUG)\n\n\nclass FakeTcpServer:\n def __init__(self):\n self.data = bytearray()\n self.server = None\n self.futs = set()\n\n async def start(self):\n self.server = await asyncio.start_server(self.on_connect, host=\"127.0.0.1\")\n\n @property\n def port(self):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'port' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'port' body and add missing return\n\n Example continuation:\n return self.server.sockets[0].getsockname()[1]\n\n @property\n def jsons(self):\n s = self.data.decode(\"utf8\")"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
8a2b2a493d7950b9f9a43469d730e06de8f5d85d
|
TheStack--python--000.parquet
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Review this Pythoncode:Python code: class PlaybooksBase: """TcEx Playbook Module Base Class Args: tcex (TcEx): Instance of TcEx class. context (str): The Redis context (hash). output_variables (list): The requested output variables. """ def __init__(self, tcex, context, output_variables): """Initialize the Class properties.""" self.tcex = tcex self._context = context self._output_variables = output_variables or [] # properties self._output_variables_by_name = None self._output_variables_by_type = None self.log = tcex.log # match full variable self._variable_match = re.compile(fr'^{self._variable_pattern}$') # capture variable parts (exactly a variable) self._variable_parse = re.compile(self._variable_pattern) # match embedded variables without quotes (#App:7979:variable_name!StringArray) self._vars_keyvalue_embedded = re.compile(fr'(?:\"\:\s?)[^\"]?{self._variable_pattern}') def _coerce_string_value(self, value): """Return a string value from an bool or int.""" # coerce bool before int as python says a bool is an int if isinstance(value, bool): # coerce bool to str type self.log.warning(f'Coercing bool value ({value}) to a string ("{str(value).lower()}").') value = str(value).lower() # coerce int to str type if isinstance(value, (float, int)): self.log.warning(f'Coercing float/int value ({value}) to a string ("{str(value)}").') value = str(value) return value ... [22 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 2 Invalid syntax at line 44: ... [22 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 37 Unexpected indentation at line 39 ✨ Improvements: Complete the expression on the last line Add closing quote at line 2 Review syntax near the error location
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advanced
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api
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code_review
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Pythoncode:Python
| 2
| 1
| 1,666
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nclass PlaybooksBase:\n \"\"\"TcEx Playbook Module Base Class\n\n Args:\n tcex (TcEx): Instance of TcEx class.\n context (str): The Redis context (hash).\n output_variables (list): The requested output variables.\n \"\"\"\n\n def __init__(self, tcex, context, output_variables):\n \"\"\"Initialize the Class properties.\"\"\"\n self.tcex = tcex\n self._context = context\n self._output_variables = output_variables or []\n\n # properties\n self._output_variables_by_name = None\n self._output_variables_by_type = None\n self.log = tcex.log\n\n # match full variable\n self._variable_match = re.compile(fr'^{self._variable_pattern}$')\n # capture variable parts (exactly a variable)\n self._variable_parse = re.compile(self._variable_pattern)\n # match embedded variables without quotes (#App:7979:variable_name!StringArray)\n self._vars_keyvalue_embedded = re.compile(fr'(?:\\\"\\:\\s?)[^\\\"]?{self._variable_pattern}')\n\n def _coerce_string_value(self, value):\n \"\"\"Return a string value from an bool or int.\"\"\"\n # coerce bool before int as python says a bool is an int\n if isinstance(value, bool):\n # coerce bool to str type\n self.log.warning(f'Coercing bool value ({value}) to a string (\"{str(value).lower()}\").')\n value = str(value).lower()\n\n # coerce int to str type\n if isinstance(value, (float, int)):\n self.log.warning(f'Coercing float/int value ({value}) to a string (\"{str(value)}\").')\n value = str(value)\n\n return value\n\n\n ... [22 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 2\n Invalid syntax at line 44: ... [22 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 37\n Unexpected indentation at line 39\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 2\n Review syntax near the error location"}]
| false
| null | null | null |
8a2b9f3633d27fae8143c30667678e54429c7aa8
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: # coding=utf-8 # Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved. # Copyright 2018 The Google AI Language Team Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def file_based_input_fn_builder(input_file, batch_size, seq_length, is_training, drop_remainder, hvd=None): """Creates an `input_fn` closure to be passed to Estimator.""" name_to_features = { "input_ids": tf.io.FixedLenFeature([seq_length, tf.int64), "input_mask": tf.io.FixedLenFeature([seq_length], tf.int64), "segment_ids": tf.io.FixedLenFeature([seq_length], tf.int64), "label_ids": tf.io.FixedLenFeature([], tf.int64), } def _decode_record(record, name_to_features): """Decodes a record to a TensorFlow example.""" example = tf.parse_single_example(record, name_to_features) # tf.Example only supports tf.int64, but the TPU only supports tf.int32. # So cast all int64 to int32. for name in list(example.keys()): t = example[name] if t.dtype == tf.int64: t = tf.to_int32(t) example[name] = t return example def input_fn(): """The actual input function.""" # For training, we want a lot of parallel reading and shuffling. # For eval, we want no shuffling and parallel reading doesn't matter. d = tf.data.TFRecordDataset(input_file) if is_training: if hvd is not None: d = d.shard(hvd.size(), hvd.rank()) d = d.repeat() d = d.shuffle(buffer_size=100) d = d.apply( tf.contrib.data.map_and_batch( lambda record: _decode_record(record, name_to_features), batch_size=batch_size, drop_remainder=drop_remainder)) return d return input_fn ... [8 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 46 • Unmatched closing bracket ')' at line 22 Fixes: • Complete the expression on the last line • Add closing quote at line 46 • Add closing '}' bracket
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intermediate
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api
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syntax_repair
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Pythoncode:Python
| 3
| 0
| 2,278
| false
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# coding=utf-8\n# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.\n# Copyright 2018 The Google AI Language Team Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\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\ndef file_based_input_fn_builder(input_file, batch_size, seq_length, is_training,\n drop_remainder, hvd=None):\n \"\"\"Creates an `input_fn` closure to be passed to Estimator.\"\"\"\n\n name_to_features = {\n \"input_ids\": tf.io.FixedLenFeature([seq_length, tf.int64),\n \"input_mask\": tf.io.FixedLenFeature([seq_length], tf.int64),\n \"segment_ids\": tf.io.FixedLenFeature([seq_length], tf.int64),\n \"label_ids\": tf.io.FixedLenFeature([], tf.int64),\n }\n\n def _decode_record(record, name_to_features):\n \"\"\"Decodes a record to a TensorFlow example.\"\"\"\n example = tf.parse_single_example(record, name_to_features)\n\n # tf.Example only supports tf.int64, but the TPU only supports tf.int32.\n # So cast all int64 to int32.\n for name in list(example.keys()):\n t = example[name]\n if t.dtype == tf.int64:\n t = tf.to_int32(t)\n example[name] = t\n\n return example\n\n def input_fn():\n \"\"\"The actual input function.\"\"\"\n\n # For training, we want a lot of parallel reading and shuffling.\n # For eval, we want no shuffling and parallel reading doesn't matter.\n d = tf.data.TFRecordDataset(input_file)\n if is_training:\n if hvd is not None: d = d.shard(hvd.size(), hvd.rank())\n d = d.repeat()\n d = d.shuffle(buffer_size=100)\n\n d = d.apply(\n tf.contrib.data.map_and_batch(\n lambda record: _decode_record(record, name_to_features),\n batch_size=batch_size,\n drop_remainder=drop_remainder))\n\n return d\n\n return input_fn\n\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 46\n \u2022 Unmatched closing bracket ')' at line 22\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 46\n \u2022 Add closing '}' bracket"}]
| true
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syntax
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MISSING_BRACKETS
|
MEDIUM
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8a2c1d2751e3ec16040b8d54e21b7960cfed3c22
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import datetime import json import os import xlrd import logging from io import BytesIO from xlsxwriter.workbook import Workbook from xhtml2pdf import pisa from itertools import chain from django.contrib.auth.models import User from django.http import HttpResponse, HttpResponseRedirect, JsonResponse from django.shortcuts import get_object_or_404, render from django.template.loader import get_template from django.views.decorators.csrf import csrf_exempt from django.template.loader import render_to_string from django.contrib.auth.decorators import login_required from applications.academic_procedures.models import MinimumCredits, Register, InitialRegistration, course_registration, AssistantshipClaim,Assistantship_status from applications.globals.models import (Designation, ExtraInfo, def user_check(request): """ This function is used to check the type of user. It checkes the authentication of the user. @param: request - contains metadata about the requested page @variables: current_user - get user from request user_details - extract details of user from database desig_id - check for designation acadadmin - designation for Acadadmin final_user - final designation of request user """ try: current_user = get_object_or_404(User, username=request.user.username) user_details = ExtraInfo.objects.all().select_related('user','department').filter(user=current_user).first() desig_id = Designation.objects.all().filter(name='Upper Division Clerk') temp = HoldsDesignation.objects.all().select_related().filter(designation = desig_id).first() acadadmin = temp.working k = str(user_details).split() final_user = k[2] except Exception as e: acadadmin="" final_user="" pass if (str(acadadmin) != str(final_user)): return True else: return False ... [36 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 23 Unclosed '(' at line 21 - expected ')' SyntaxError: '(' was never closed at line 21 ⚠️ Code quality: Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 38 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 53 ✨ Improvements: Complete the expression on the last line Add closing quote at line 23 Add closing ')' bracket Review code syntax
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intermediate
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api
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code_review
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Pythoncode:Python
| 1
| 0
| 1,991
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport datetime\nimport json\nimport os\nimport xlrd\nimport logging\nfrom io import BytesIO\nfrom xlsxwriter.workbook import Workbook\nfrom xhtml2pdf import pisa\n\nfrom itertools import chain\n\nfrom django.contrib.auth.models import User\nfrom django.http import HttpResponse, HttpResponseRedirect, JsonResponse\nfrom django.shortcuts import get_object_or_404, render\nfrom django.template.loader import get_template\nfrom django.views.decorators.csrf import csrf_exempt\nfrom django.template.loader import render_to_string\nfrom django.contrib.auth.decorators import login_required\n\nfrom applications.academic_procedures.models import MinimumCredits, Register, InitialRegistration, course_registration, AssistantshipClaim,Assistantship_status\nfrom applications.globals.models import (Designation, ExtraInfo,\ndef user_check(request):\n \"\"\"\n This function is used to check the type of user.\n It checkes the authentication of the user.\n\n @param:\n request - contains metadata about the requested page\n\n @variables:\n current_user - get user from request \n user_details - extract details of user from database\n desig_id - check for designation\n acadadmin - designation for Acadadmin\n final_user - final designation of request user\n\n \"\"\"\n try:\n current_user = get_object_or_404(User, username=request.user.username)\n user_details = ExtraInfo.objects.all().select_related('user','department').filter(user=current_user).first()\n desig_id = Designation.objects.all().filter(name='Upper Division Clerk')\n temp = HoldsDesignation.objects.all().select_related().filter(designation = desig_id).first()\n acadadmin = temp.working\n k = str(user_details).split()\n final_user = k[2]\n except Exception as e:\n acadadmin=\"\"\n final_user=\"\"\n pass\n\n if (str(acadadmin) != str(final_user)):\n return True\n else:\n return False\n\n\n\n ... [36 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 23\n Unclosed '(' at line 21 - expected ')'\n SyntaxError: '(' was never closed at line 21\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 24\n Unexpected indentation at line 25\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 38\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 53\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 23\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
8a2c56df110778d23c3bb4671a208f95d1915011
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. """Functional test cases for subject-replicator""" import sys from subject.tests import functional from subject.tests.utils import execute class TestGlanceReplicator(functional.FunctionalTest): """Functional tests for subject-replicator""" def test_compare(self): # Test for issue: https://bugs.launchpad.net/glance/+bug/1598928 cmd = ('%s -m subject.cmd.replicator ' 'compare az1:9292 az2:9292 --debug' % (sys.executable,)) exitcode, out, err = execute(cmd, raise_error=False) self.assertIn( 'Request: GET http://az1:9292/v1/subjects/detail?is_public=None', err )
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Functions: test_compare Classes: TestGlanceReplicator 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
| 1
| 1
| 1,245
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\n\"\"\"Functional test cases for subject-replicator\"\"\"\n\nimport sys\n\nfrom subject.tests import functional\nfrom subject.tests.utils import execute\n\n\nclass TestGlanceReplicator(functional.FunctionalTest):\n \"\"\"Functional tests for subject-replicator\"\"\"\n\n def test_compare(self):\n # Test for issue: https://bugs.launchpad.net/glance/+bug/1598928\n cmd = ('%s -m subject.cmd.replicator '\n 'compare az1:9292 az2:9292 --debug' %\n (sys.executable,))\n exitcode, out, err = execute(cmd, raise_error=False)\n self.assertIn(\n 'Request: GET http://az1:9292/v1/subjects/detail?is_public=None',\n err\n )"}, {"role": "assistant", "content": " Functions: test_compare\n Classes: TestGlanceReplicator\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a2c8b21ea65c7fbe7c24c113fc96385ffdf77cb
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- # marketanalysis # ---------------- # A fast, efficient Python library for generating country, province and state # specific sets of marketmarketholidayss on the fly. It aims to make determining whether a # specific date is a holiday as fast and flexible as possible. # # Author: MichealOmojola <momojola@aust.edu.ng> # Website: https://github.com/OmoMicheal/trading_days # License: MIT (see LICENSE file) # Version: 0.1 (April 7, 2021) import unittest from datetime import date from dateutil.relativedelta import relativedelta # import sys # sys.path.insert(0, 'C:/Users/momojola/projects/marketanalysis/marketanalysis/') from marketanalysis import marketholidays from marketanalysis import markettradingdays class TestUS(unittest.TestCase): def setUp(self): self.marketholidayss = marketholidays.USA(observed=False) self.markettradingdayss = markettradingdays.USA() def test_new_years(self): self.assertNotIn(date(2010, 12, 31), self.marketholidayss) self.assertNotIn(date(2017, 1, 2), self.marketholidayss) self.marketholidayss.observed = True self.assertIn(date(2010, 12, 31), self.marketholidayss) self.assertIn(date(2017, 1, 2), self.marketholidayss) self.marketholidayss.observed = False for year in range(1900, 2100): dt = date(year, 1, 1) self.assertIn(dt, self.marketholidayss) self.assertNotIn(dt + relativedelta(days=-1), self.marketholidayss) self.assertNotIn(dt + relativedelta(days=+1), self.marketholidayss) def test_martin_luther(self): for dt in [ date(1986, 1, 20), date(1999, 1, 18), date(2000, 1, 17), date(2012, 1, 16), date(2013, 1, 21), date(2014, 1, 20), date(2015, 1, 19), date(2016, 1, 18), date(2020, 1, 20), ]: self.assertIn(dt, self.marketholidayss) self.assertNotIn(dt + relativedelta(days=-1), self.marketholidayss) self.assertNotIn(dt + relativedelta(days=+1), self.marketholidayss) ... [13 more functiondefs truncated] ...
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Functions: setUp, test_new_years, test_martin_luther Classes: TestUS 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
| 3
| 1
| 2,206
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n# marketanalysis\n# ----------------\n# A fast, efficient Python library for generating country, province and state\n# specific sets of marketmarketholidayss on the fly. It aims to make determining whether a\n# specific date is a holiday as fast and flexible as possible.\n#\n# Author: MichealOmojola <momojola@aust.edu.ng>\n# Website: https://github.com/OmoMicheal/trading_days\n# License: MIT (see LICENSE file)\n# Version: 0.1 (April 7, 2021)\n\nimport unittest\n\nfrom datetime import date\nfrom dateutil.relativedelta import relativedelta\n\n# import sys\n# sys.path.insert(0, 'C:/Users/momojola/projects/marketanalysis/marketanalysis/')\n\nfrom marketanalysis import marketholidays\nfrom marketanalysis import markettradingdays\n\n\nclass TestUS(unittest.TestCase):\n def setUp(self):\n self.marketholidayss = marketholidays.USA(observed=False)\n self.markettradingdayss = markettradingdays.USA()\n\n def test_new_years(self):\n self.assertNotIn(date(2010, 12, 31), self.marketholidayss)\n self.assertNotIn(date(2017, 1, 2), self.marketholidayss)\n self.marketholidayss.observed = True\n self.assertIn(date(2010, 12, 31), self.marketholidayss)\n self.assertIn(date(2017, 1, 2), self.marketholidayss)\n self.marketholidayss.observed = False\n for year in range(1900, 2100):\n dt = date(year, 1, 1)\n self.assertIn(dt, self.marketholidayss)\n self.assertNotIn(dt + relativedelta(days=-1), self.marketholidayss)\n self.assertNotIn(dt + relativedelta(days=+1), self.marketholidayss)\n\n\n def test_martin_luther(self):\n for dt in [\n date(1986, 1, 20),\n date(1999, 1, 18),\n date(2000, 1, 17),\n date(2012, 1, 16),\n date(2013, 1, 21),\n date(2014, 1, 20),\n date(2015, 1, 19),\n date(2016, 1, 18),\n date(2020, 1, 20),\n ]:\n self.assertIn(dt, self.marketholidayss)\n self.assertNotIn(dt + relativedelta(days=-1), self.marketholidayss)\n self.assertNotIn(dt + relativedelta(days=+1), self.marketholidayss)\n \n\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: setUp, test_new_years, test_martin_luther\n Classes: TestUS\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a2d310413da9e85779ff39fa32f7bd2c4075553
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python from distutils.core import setup from catkin_pkg.python_setup import generate_distutils_setup d = generate_distutils_setup( ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: packages=['rosmsg'], package_dir={'': 'src'}, scripts=['scripts/rosmsg', 'scripts/rosmsg-proto', 'scripts/rossrv'], requires=['genmsg', 'rosbag', 'roslib', 'rospkg'] )
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intermediate
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ui
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incomplete_code
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Pythoncode:Python
| 0
| 0
| 147
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n\nfrom distutils.core import setup\nfrom catkin_pkg.python_setup import generate_distutils_setup\n\nd = generate_distutils_setup(\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 packages=['rosmsg'],\n package_dir={'': 'src'},\n scripts=['scripts/rosmsg', 'scripts/rosmsg-proto', 'scripts/rossrv'],\n requires=['genmsg', 'rosbag', 'roslib', 'rospkg']\n)"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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8a2e82e1a97d54e2d6df29004c910ab7dc7dda4f
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: #!/usr/bin/env python # linked_list.py - Linked list implementation in Python by Sergey 2015 """ Linked list implementation in Python """ # Standard modules import unittest import sys import os import argparse import re import random import subprocess import getpass import shutil # Additional modules ############################################################################### # Linked_list Class ############################################################################### class Node: def __init__(self, value, tail): self.value = value self.next = tail class Linked_list: """ Linked_list representation """ def __init__(self): """ Default constructor """ self.list = None def insert(self, value): self.list = Node(value, self.list) def start_iter(self): return self.list def next_iter(self, iter): if iter is not None: return iter.next else: return iter def tolist(self): result = [] iter = self.start_iter() while True: result.append(iter.value) iter = self.next_iter(iter) if not iter: break def run(self, test=False): """ Main execution function """ if test: return ############################################################################### # Executable code ############################################################################### def main(): # Sandbox sb = Linked_list(" ".join(sys.argv[1:])) sb.run() ############################################################################### # Unit Tests ############################################################################### class unitTests(unittest.TestCase): def test_Linked_list_class__basic_functionality(self): """ Linked_list class basic testing """ d = Linked_list() self.assertEqual(d.list, None) d.insert(1) self.assertEqual(d.list.value, 1) d.insert(2) self.assertEqual(d.list.next.value, 1) iter = d.start_iter() self.assertEqual(iter.value, 2) iter = d.next_iter(iter) self.assertEqual(iter.value, 1) self.assertEqual(d.tolist(), [2, 1]) if __name__ == "__main__": if sys.argv[-1] == "-ut": unittest.main(argv=[" "]) main() Error: Logic Error / Incomplete Statement
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Fixed Code: #!/usr/bin/env python # linked_list.py - Linked list implementation in Python by Sergey 2015 """ Linked list implementation in Python """ # Standard modules import unittest import sys import os import argparse import re import random import subprocess import getpass import shutil # Additional modules Explanation: Add return statement to function
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advanced
|
testing
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error_fixing
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Pythoncode:Python
| 9
| 3
| 2,392
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n# linked_list.py - Linked list implementation in Python by Sergey 2015\n\n\"\"\"\nLinked list implementation in Python\n\n\"\"\"\n\n# Standard modules\nimport unittest\nimport sys\nimport os\nimport argparse\nimport re\nimport random\nimport subprocess\nimport getpass\nimport shutil\n\n# Additional modules\n\n\n###############################################################################\n# Linked_list Class\n###############################################################################\n\nclass Node:\n def __init__(self, value, tail):\n self.value = value\n self.next = tail\n\n\nclass Linked_list:\n \"\"\" Linked_list representation \"\"\"\n\n def __init__(self):\n \"\"\" Default constructor \"\"\"\n self.list = None\n\n def insert(self, value):\n self.list = Node(value, self.list)\n\n def start_iter(self):\n return self.list\n\n def next_iter(self, iter):\n if iter is not None:\n return iter.next\n else:\n return iter\n\n def tolist(self):\n result = []\n iter = self.start_iter()\n while True:\n result.append(iter.value)\n iter = self.next_iter(iter)\n if not iter:\n break\n\n def run(self, test=False):\n \"\"\" Main execution function \"\"\"\n\n if test:\n return\n\n###############################################################################\n# Executable code\n###############################################################################\n\n\ndef main():\n\n # Sandbox\n sb = Linked_list(\" \".join(sys.argv[1:]))\n sb.run()\n\n###############################################################################\n# Unit Tests\n###############################################################################\n\n\nclass unitTests(unittest.TestCase):\n\n def test_Linked_list_class__basic_functionality(self):\n \"\"\" Linked_list class basic testing \"\"\"\n d = Linked_list()\n self.assertEqual(d.list, None)\n d.insert(1)\n self.assertEqual(d.list.value, 1)\n d.insert(2)\n self.assertEqual(d.list.next.value, 1)\n\n iter = d.start_iter()\n self.assertEqual(iter.value, 2)\n iter = d.next_iter(iter)\n self.assertEqual(iter.value, 1)\n\n self.assertEqual(d.tolist(), [2, 1])\n\nif __name__ == \"__main__\":\n if sys.argv[-1] == \"-ut\":\n unittest.main(argv=[\" \"])\n main()\n\n\n Error: Logic Error / Incomplete Statement"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n# linked_list.py - Linked list implementation in Python by Sergey 2015\n\n\"\"\"\nLinked list implementation in Python\n\n\"\"\"\n\n# Standard modules\nimport unittest\nimport sys\nimport os\nimport argparse\nimport re\nimport random\nimport subprocess\nimport getpass\nimport shutil\n\n# Additional modules\n\n Explanation: Add return statement to function"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
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MEDIUM
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8a2eae99a5174fb4958d90cc6f7e9618fa70f6e1
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: from devito import VectorTimeFunction, TimeFunction, NODE from devito.tools import memoized_meth from examples.seismic import PointSource from examples.seismic.viscoacoustic.operators import (ForwardOperator, AdjointOperator) class ViscoacousticWaveSolver(object): """ Solver object that provides operators for seismic inversion problems and encapsulates the time and space discretization for a given problem setup. Parameters ---------- model : Model Physical model with domain parameters. geometry : AcquisitionGeometry Geometry object that contains the source (SparseTimeFunction) and receivers (SparseTimeFunction) and their position. space_order : int, optional Order of the spatial stencil discretisation. Defaults to 4. kernel : selects a visco-acoustic equation from the options below: 'sls' (Standard Linear Solid) : 1st order - Blanch and Symes (1995) / Dutta and Schuster (2014) viscoacoustic equation 2nd order - Bai et al. (2014) viscoacoustic equation 'ren' - Ren et al. (2014) viscoacoustic equation 'deng_mcmechan' - Deng and McMechan (2007) viscoacoustic equation Defaults to 'sls' 2nd order. """ def __init__(self, model, geometry, space_order=4, kernel='sls', time_order=2, **kwargs): self.model = model self.model._initialize_bcs(bcs="mask") self.geometry = geometry self.space_order = space_order self.kernel = kernel self.time_order = time_order self._kwargs = kwargs @property def dt(self): return self.model.critical_dt @memoized_meth def op_fwd(self, save=None): """Cached operator for forward runs with buffered wavefield""" return ForwardOperator(self.model, save=save, geometry=self.geometry, space_order=self.space_order, kernel=self.kernel, time_order=self.time_order, **self._kwargs) @memoized_meth def op_adj(self): """Cached operator for adjoint runs""" return AdjointOperator(self.model, save=None, geometry=self.geometry, space_order=self.space_order, kernel=self.kernel, time_order=self.time_order, **self._kwargs) ... [2 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 8 • IndentationError at line 42 Fixes: • Complete the expression on the last line • Add closing quote at line 8 • Fix indentation to match Python syntax rules
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advanced
|
ui
|
syntax_repair
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Pythoncode:Python
| 4
| 1
| 2,461
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom devito import VectorTimeFunction, TimeFunction, NODE\nfrom devito.tools import memoized_meth\nfrom examples.seismic import PointSource\nfrom examples.seismic.viscoacoustic.operators import (ForwardOperator, AdjointOperator)\n\n\nclass ViscoacousticWaveSolver(object):\n \"\"\"\n Solver object that provides operators for seismic inversion problems\n and encapsulates the time and space discretization for a given problem\n setup.\n\n Parameters\n ----------\n model : Model\n Physical model with domain parameters.\n geometry : AcquisitionGeometry\n Geometry object that contains the source (SparseTimeFunction) and\n receivers (SparseTimeFunction) and their position.\n space_order : int, optional\n Order of the spatial stencil discretisation. Defaults to 4.\n kernel : selects a visco-acoustic equation from the options below:\n 'sls' (Standard Linear Solid) :\n 1st order - Blanch and Symes (1995) / Dutta and Schuster (2014)\n viscoacoustic equation\n 2nd order - Bai et al. (2014) viscoacoustic equation\n 'ren' - Ren et al. (2014) viscoacoustic equation\n 'deng_mcmechan' - Deng and McMechan (2007) viscoacoustic equation\n Defaults to 'sls' 2nd order.\n \"\"\"\n def __init__(self, model, geometry, space_order=4, kernel='sls', time_order=2,\n **kwargs):\n self.model = model\n self.model._initialize_bcs(bcs=\"mask\")\n self.geometry = geometry\n\n self.space_order = space_order\n self.kernel = kernel\n self.time_order = time_order\n self._kwargs = kwargs\n\n @property\n def dt(self):\n return self.model.critical_dt\n\n @memoized_meth\n def op_fwd(self, save=None):\n \"\"\"Cached operator for forward runs with buffered wavefield\"\"\"\n return ForwardOperator(self.model, save=save, geometry=self.geometry,\n space_order=self.space_order, kernel=self.kernel,\n time_order=self.time_order, **self._kwargs)\n\n @memoized_meth\n def op_adj(self):\n \"\"\"Cached operator for adjoint runs\"\"\"\n return AdjointOperator(self.model, save=None, geometry=self.geometry,\n space_order=self.space_order, kernel=self.kernel,\n time_order=self.time_order, **self._kwargs)\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 8\n \u2022 IndentationError at line 42\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 8\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
8a2f2c6d37a1cc224033909e079c7c6469595c55
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import pandas as pd import os from tqdm import tqdm from collections import defaultdict from mlxtend.preprocessing import TransactionEncoder from mlxtend.frequent_patterns import apriori dataPath = "data/static" itemSetList = [] def loadDataSet(): with open(os.path.join(dataPath, "aprioriData.csv"), 'r') as f: for line in f.readlines(): line = line.replace('\n', '') cates = line.split(' ') itemSetList.append(list(map(int, cates))) def myApriori(): te = TransactionEncoder() te_ary = te.fit(itemSetList).transform(itemSetList) df = pd.DataFrame(te_ary, columns=te.columns_) return df def dataInit(): if os.path.exists(os.path.join(dataPath, "aprioriData.csv")): return df = pd.read_csv("data/static/static.csv") user_category = defaultdict(set) for idx, row in tqdm(df.iterrows(), total=df.shape[0], desc="category data generate"): user_category[row['USER_ID']].add(row['CATEGORY_ID']) with open(os.path.join(dataPath, "aprioriData.csv"), 'w+') as f: for k, v in tqdm(user_category.items()): f.write(' '.join(sorted(list(map(str, v))))+'\n') if __name__ == '__main__': dataInit() loadDataSet() df = myApriori() frequent_itemsets = apriori(df, min_support=0.0035, use_colnames=True) frequent_itemsets['length'] = frequent_itemsets['itemsets'].apply(lambda x: len(x)) print(frequent_itemsets[(frequent_itemsets['length'] >= 2)])
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Code Review: ⚠️ Code quality: Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 34 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 ✨ Improvements: Add docstring to function 'myApriori' Add docstring to function 'dataInit' Remove debug print() at line 45 before production
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intermediate
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database
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code_review
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Pythoncode:Python
| 3
| 0
| 1,483
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport pandas as pd\nimport os\nfrom tqdm import tqdm\nfrom collections import defaultdict\nfrom mlxtend.preprocessing import TransactionEncoder\nfrom mlxtend.frequent_patterns import apriori\n\ndataPath = \"data/static\"\nitemSetList = []\n\n\ndef loadDataSet():\n with open(os.path.join(dataPath, \"aprioriData.csv\"), 'r') as f:\n for line in f.readlines():\n line = line.replace('\\n', '')\n cates = line.split(' ')\n itemSetList.append(list(map(int, cates)))\n\n\ndef myApriori():\n te = TransactionEncoder()\n te_ary = te.fit(itemSetList).transform(itemSetList)\n df = pd.DataFrame(te_ary, columns=te.columns_)\n return df\n\n\ndef dataInit():\n if os.path.exists(os.path.join(dataPath, \"aprioriData.csv\")):\n return\n df = pd.read_csv(\"data/static/static.csv\")\n user_category = defaultdict(set)\n for idx, row in tqdm(df.iterrows(), total=df.shape[0], desc=\"category data generate\"):\n user_category[row['USER_ID']].add(row['CATEGORY_ID'])\n with open(os.path.join(dataPath, \"aprioriData.csv\"), 'w+') as f:\n for k, v in tqdm(user_category.items()):\n f.write(' '.join(sorted(list(map(str, v))))+'\\n')\n\n\nif __name__ == '__main__':\n dataInit()\n loadDataSet()\n df = myApriori()\n frequent_itemsets = apriori(df, min_support=0.0035, use_colnames=True)\n frequent_itemsets['length'] = frequent_itemsets['itemsets'].apply(lambda x: len(x))\n print(frequent_itemsets[(frequent_itemsets['length'] >= 2)])"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 34\n Unexpected indentation at line 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\n\u2728 Improvements:\n Add docstring to function 'myApriori'\n Add docstring to function 'dataInit'\n Remove debug print() at line 45 before production"}]
| false
| null | null | null |
8a2f3c798c33272d514bf543343fc4f88d9112f6
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: def hello_world(request): request_json = request.get_json() name = 'World' if request_json and 'name' in request_json: name = request_json['name'] headers = { 'Access-Control-Allow-Origin': 'https://furikuri.net', 'Access-Control-Allow-Methods': 'GET, POST', 'Access-Control-Allow-Headers': 'Content-Type' } return ('Hello ' + name + '! From GCP + Python', 200, headers)
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 6 Unexpected indentation at line 7 💡 Suggestions: Add docstring to function 'hello_world'
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intermediate
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api
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debugging
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Pythoncode:Python
| 1
| 0
| 427
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\ndef hello_world(request):\n request_json = request.get_json()\n name = 'World'\n if request_json and 'name' in request_json:\n name = request_json['name']\n headers = {\n 'Access-Control-Allow-Origin': 'https://furikuri.net',\n 'Access-Control-Allow-Methods': 'GET, POST',\n 'Access-Control-Allow-Headers': 'Content-Type'\n }\n return ('Hello ' + name + '! From GCP + Python', 200, headers)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'hello_world'"}]
| false
| null | null | null |
8a2f400a7655554fbc57b5f622cd3afad8069e45
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import os from tonclient.client import TonClient from tonclient.types import Abi, CallSet, Signer, ClientConfig, \ ParamsOfEncodeMessage, ParamsOfProcessMessage BASE_DIR = os.path.dirname(__file__) SAMPLES_DIR = os.path.join(BASE_DIR, 'samples') GIVER_ADDRESS = '0:f5c2510bfe407363cb1db6b9d7bc1184a05f8b343aeaa828189c580e8569ee23' client_config = ClientConfig() client_config.network.endpoints = ['https://tonos.freeton.surf'] async_core_client = TonClient(config=client_config) sync_core_client = TonClient(config=client_config, is_core_async=False) def send_grams(address: str): giver_abi = Abi.from_path( path=os.path.join(SAMPLES_DIR, 'Giver.abi.json')) call_set = CallSet( function_name='grant', input={'dest': address}) encode_params = ParamsOfEncodeMessage( abi=giver_abi, signer=Signer.NoSigner(), address=GIVER_ADDRESS, call_set=call_set) process_params = ParamsOfProcessMessage( message_encode_params=encode_params, send_events=False) async_core_client.processing.process_message(params=process_params) def tonos_punch(): send_grams( address='0:b5e9240fc2d2f1ff8cbb1d1dee7fb7cae155e5f6320e585fcc685698994a19a5')
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Code Review: ⚠️ Code quality: Unexpected indentation at line 5 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 32 ✨ Improvements: Add docstring to function 'send_grams'
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intermediate
|
api
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code_review
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Pythoncode:Python
| 2
| 0
| 1,205
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os\n\nfrom tonclient.client import TonClient\nfrom tonclient.types import Abi, CallSet, Signer, ClientConfig, \\\n ParamsOfEncodeMessage, ParamsOfProcessMessage\n\nBASE_DIR = os.path.dirname(__file__)\nSAMPLES_DIR = os.path.join(BASE_DIR, 'samples')\nGIVER_ADDRESS = '0:f5c2510bfe407363cb1db6b9d7bc1184a05f8b343aeaa828189c580e8569ee23'\n\nclient_config = ClientConfig()\nclient_config.network.endpoints = ['https://tonos.freeton.surf']\nasync_core_client = TonClient(config=client_config)\nsync_core_client = TonClient(config=client_config, is_core_async=False)\n\n\ndef send_grams(address: str):\n giver_abi = Abi.from_path(\n path=os.path.join(SAMPLES_DIR, 'Giver.abi.json'))\n call_set = CallSet(\n function_name='grant', input={'dest': address})\n encode_params = ParamsOfEncodeMessage(\n abi=giver_abi, signer=Signer.NoSigner(), address=GIVER_ADDRESS,\n call_set=call_set)\n process_params = ParamsOfProcessMessage(\n message_encode_params=encode_params, send_events=False)\n async_core_client.processing.process_message(params=process_params)\n\n\ndef tonos_punch():\n send_grams(\n address='0:b5e9240fc2d2f1ff8cbb1d1dee7fb7cae155e5f6320e585fcc685698994a19a5')"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 5\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 32\n\n\u2728 Improvements:\n Add docstring to function 'send_grams'"}]
| false
| null | null | null |
8a3098e50d11c10c71215d547da0dfbd833ce050
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: from kajiki import i18n from flask import request from flask_kajiki import render_template # N. B. settting i18n.gettext would affect tests from all modules, # so we test for request path that only functions from this module could set def gettext(s): if request.path == '/test_i18n': return s.upper() return s i18n.gettext = gettext def test_does_translations(app): """Callback interface is able to inject Translator filter""" with app.test_request_context(path='/test_i18n'): rendered = render_template('i18n.html') # TODO DOCTYPE; see also render_args expected = '<p>HELLO!</p>' assert rendered == expected
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Code analysis results: 🔴 Errors found: Block at line 17 has no indented body ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 17 Unexpected indentation at line 20 Unexpected indentation at line 21 💡 Suggestions: Unresolved TODO/FIXME at line 20
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intermediate
|
testing
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debugging
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Pythoncode:Python
| 2
| 0
| 671
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom kajiki import i18n\nfrom flask import request\nfrom flask_kajiki import render_template\n\n\n# N. B. settting i18n.gettext would affect tests from all modules,\n# so we test for request path that only functions from this module could set\ndef gettext(s):\n if request.path == '/test_i18n':\n return s.upper()\n return s\ni18n.gettext = gettext\n\n\ndef test_does_translations(app):\n \"\"\"Callback interface is able to inject Translator filter\"\"\"\n with app.test_request_context(path='/test_i18n'):\n\n rendered = render_template('i18n.html')\n # TODO DOCTYPE; see also render_args\n expected = '<p>HELLO!</p>'\n\n assert rendered == expected"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 17 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 11\n Unexpected indentation at line 17\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n\n\ud83d\udca1 Suggestions:\n Unresolved TODO/FIXME at line 20"}]
| false
| null | null | null |
8a30c3ee79ce2efcb14fdc2c9e26c3ab71e499c1
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: import numpy as np import torch import torch.nn as nn import torch.nn.functional as F from mmcv.cnn import ConvModule, build_upsample_layer Error: SyntaxError / EOF
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Fixed Code: import numpy as np import torch import torch.nn as nn import torch.nn.functional as F from mmcv.cnn import ConvModule, build_upsample_layer from mmcv.ops import Conv2d from mmcv.ops.carafe import CARAFEPack from mmcv.runner import auto_fp16, force_fp32 from torch.nn.modules.utils import _pair Explanation: Complete the truncated code structure
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intermediate
|
ui
|
error_fixing
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Pythoncode:Python
| 0
| 1
| 139
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport numpy as np\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\nfrom mmcv.cnn import ConvModule, build_upsample_layer\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport numpy as np\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\nfrom mmcv.cnn import ConvModule, build_upsample_layer\nfrom mmcv.ops import Conv2d\nfrom mmcv.ops.carafe import CARAFEPack\nfrom mmcv.runner import auto_fp16, force_fp32\nfrom torch.nn.modules.utils import _pair\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a3176dcac3313f88ab52ef3d929182aaaba205a
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding:utf-8 -*- from __future__ import absolute_import from __future__ import division from __future__ import print_function class Config(object): pass def read_params(): cfg = Config() #params for text detector cfg.det_algorithm = "DB" cfg.det_model_dir = "./inference/ch_ppocr_mobile_v2.0_det_infer/" cfg.det_limit_side_len = 960 cfg.det_limit_type = 'max' #DB parmas cfg.det_db_thresh = 0.3 cfg.det_db_box_thresh = 0.5 cfg.det_db_unclip_ratio = 1.6 cfg.use_dilation = False # #EAST parmas # cfg.det_east_score_thresh = 0.8 # cfg.det_east_cover_thresh = 0.1 # cfg.det_east_nms_thresh = 0.2 cfg.use_pdserving = False cfg.use_tensorrt = False return cfg
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
machine_learning
|
refactoring
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Pythoncode:Python
| 1
| 1
| 780
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding:utf-8 -*-\r\nfrom __future__ import absolute_import\r\nfrom __future__ import division\r\nfrom __future__ import print_function\r\n\r\n\r\nclass Config(object):\r\n pass\r\n\r\n\r\ndef read_params():\r\n cfg = Config()\r\n\r\n #params for text detector\r\n cfg.det_algorithm = \"DB\"\r\n cfg.det_model_dir = \"./inference/ch_ppocr_mobile_v2.0_det_infer/\"\r\n cfg.det_limit_side_len = 960\r\n cfg.det_limit_type = 'max'\r\n\r\n #DB parmas\r\n cfg.det_db_thresh = 0.3\r\n cfg.det_db_box_thresh = 0.5\r\n cfg.det_db_unclip_ratio = 1.6\r\n cfg.use_dilation = False\r\n\r\n # #EAST parmas\r\n # cfg.det_east_score_thresh = 0.8\r\n # cfg.det_east_cover_thresh = 0.1\r\n # cfg.det_east_nms_thresh = 0.2\r\n\r\n cfg.use_pdserving = False\r\n cfg.use_tensorrt = False\r\n\r\n return cfg"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8a3245f4587a32c402e78f398ab94bc52ef0cf9a
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import torch.nn as nn import torch as torch import math import torch.utils.model_zoo as model_zoo ########################################################### # # U-ResNet # U-net witih ResNet modules # # Semantic segmentation network used by MicroBooNE # to label track/shower pixels # # resnet implementation from pytorch.torchvision module # U-net from (cite) # # meant to be copy of caffe version # ########################################################### def conv3x3(in_planes, out_planes, stride=1): """3x3 convolution with padding""" return nn.Conv2d(in_planes, out_planes, kernel_size=3, stride=stride,padding=1, bias=False) class BasicBlock(nn.Module): expansion = 1 def __init__(self, inplanes, planes, stride=1): super(BasicBlock, self).__init__() self.conv1 = conv3x3(inplanes, planes, stride) self.bn1 = nn.BatchNorm2d(planes) self.relu1 = nn.ReLU(inplace=True) self.conv2 = conv3x3(planes, planes) self.bn2 = nn.BatchNorm2d(planes) self.stride = stride self.bypass = None if inplanes!=planes or stride>1: self.bypass = nn.Conv2d(inplanes, planes, kernel_size=1, stride=stride, padding=0, bias=False) self.relu = nn.ReLU(inplace=True) def forward(self, x): out = self.conv1(x) out = self.bn1(out) out = self.relu1(out) out = self.conv2(out) out = self.bn2(out) if self.bypass is not None: outbp = self.bypass(x) out += outbp else: out += x out = self.relu(out) return out
|
class Bottleneck(nn.Module): def __init__(self, inplanes, planes, stride=1 ): super(Bottleneck, self).__init__() # residual path self.conv1 = nn.Conv2d(inplanes, planes, kernel_size=1, bias=False) self.bn1 = nn.BatchNorm2d(planes) self.conv2 = nn.Conv2d(planes, planes, kernel_size=3, stride=stride, padding=1, bias=False) self.bn2 = nn.BatchNorm2d(planes) self.conv3 = nn.Conv2d(planes, planes, kernel_size=1, bias=False) self.bn3 = nn.BatchNorm2d(planes) self.relu = nn.ReLU(inplace=True) self.stride = stride # if stride >1, then we need to subsamble the input if stride>1: self.shortcut = nn.Conv2d(inplanes,planes,kernel_size=1,stride=stride,bias=False) else: self.shortcut = None def forward(self, x): if self.shortcut is None: bypass = x else: bypass = self.shortcut(x) residual = self.conv1(x) residual = self.bn1(residual) residual = self.relu(residual) residual = self.conv2(residual) residual = self.bn2(residual) residual = self.relu(residual) residual = self.conv3(residual) residual = self.bn3(residual) out ... [code truncated] ...
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advanced
|
database
|
code_completion
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Pythoncode:Python
| 5
| 2
| 3,033
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport torch.nn as nn\nimport torch as torch\nimport math\nimport torch.utils.model_zoo as model_zoo\n\n###########################################################\n#\n# U-ResNet\n# U-net witih ResNet modules\n#\n# Semantic segmentation network used by MicroBooNE\n# to label track/shower pixels\n#\n# resnet implementation from pytorch.torchvision module\n# U-net from (cite)\n#\n# meant to be copy of caffe version\n# \n###########################################################\n\n\ndef conv3x3(in_planes, out_planes, stride=1):\n \"\"\"3x3 convolution with padding\"\"\"\n return nn.Conv2d(in_planes, out_planes, kernel_size=3, stride=stride,padding=1, bias=False)\n \n\nclass BasicBlock(nn.Module):\n expansion = 1\n\n def __init__(self, inplanes, planes, stride=1):\n super(BasicBlock, self).__init__()\n self.conv1 = conv3x3(inplanes, planes, stride)\n self.bn1 = nn.BatchNorm2d(planes)\n self.relu1 = nn.ReLU(inplace=True)\n\n self.conv2 = conv3x3(planes, planes)\n self.bn2 = nn.BatchNorm2d(planes)\n\n self.stride = stride\n\n self.bypass = None\n if inplanes!=planes or stride>1:\n self.bypass = nn.Conv2d(inplanes, planes, kernel_size=1, stride=stride, padding=0, bias=False)\n \n self.relu = nn.ReLU(inplace=True)\n\n def forward(self, x):\n\n out = self.conv1(x)\n out = self.bn1(out)\n out = self.relu1(out)\n\n out = self.conv2(out)\n out = self.bn2(out)\n\n if self.bypass is not None:\n outbp = self.bypass(x)\n out += outbp\n else:\n out += x\n\n out = self.relu(out)\n \n return out"}, {"role": "assistant", "content": "\nclass Bottleneck(nn.Module):\n\n def __init__(self, inplanes, planes, stride=1 ):\n super(Bottleneck, self).__init__()\n\n # residual path\n self.conv1 = nn.Conv2d(inplanes, planes, kernel_size=1, bias=False)\n self.bn1 = nn.BatchNorm2d(planes)\n \n self.conv2 = nn.Conv2d(planes, planes, kernel_size=3, stride=stride, padding=1, bias=False)\n \n self.bn2 = nn.BatchNorm2d(planes)\n self.conv3 = nn.Conv2d(planes, planes, kernel_size=1, bias=False)\n self.bn3 = nn.BatchNorm2d(planes)\n self.relu = nn.ReLU(inplace=True)\n self.stride = stride\n\n # if stride >1, then we need to subsamble the input\n if stride>1:\n self.shortcut = nn.Conv2d(inplanes,planes,kernel_size=1,stride=stride,bias=False)\n else:\n self.shortcut = None\n \n\n def forward(self, x):\n\n if self.shortcut is None:\n bypass = x\n else:\n bypass = self.shortcut(x)\n\n residual = self.conv1(x)\n residual = self.bn1(residual)\n residual = self.relu(residual)\n\n residual = self.conv2(residual)\n residual = self.bn2(residual)\n residual = self.relu(residual)\n\n residual = self.conv3(residual)\n residual = self.bn3(residual)\n\n out \n\n ... [code truncated] ..."}]
| false
| null | null | null |
8a328b7be397a48ed8f6202385b17e0dbf81357c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. # Copyright 2018 The HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import os import random import time import json import math from functools import partial import numpy as np import paddle from paddle.io import DataLoader from args import parse_args import paddlenlp as ppnlp from paddlenlp.data import Pad, Stack, Tuple, Dict from paddlenlp.transformers import BertForQuestionAnswering, BertTokenizer from paddlenlp.transformers import ErnieForQuestionAnswering, ErnieTokenizer from paddlenlp.transformers import ErnieGramForQuestionAnswering, ErnieGramTokenizer from paddlenlp.transformers import RobertaForQuestionAnswering, RobertaTokenizer from paddlenlp.transformers import LinearDecayWithWarmup from paddlenlp.metrics.squad import squad_evaluate, compute_prediction from paddlenlp.datasets import load_dataset def set_seed(args): random.seed(args.seed) np.random.seed(args.seed) paddle.seed(args.seed) @paddle.no_grad( ... [7 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 46 - expected ')' • SyntaxError: '(' was never closed at line 46 Fix: Add missing ')' bracket at line 46
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intermediate
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api
|
error_detection
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Pythoncode:Python
| 1
| 0
| 1,581
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.\n# Copyright 2018 The HuggingFace Inc. team.\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\nimport os\nimport random\nimport time\nimport json\nimport math\n\nfrom functools import partial\nimport numpy as np\nimport paddle\n\nfrom paddle.io import DataLoader\nfrom args import parse_args\n\nimport paddlenlp as ppnlp\n\nfrom paddlenlp.data import Pad, Stack, Tuple, Dict\nfrom paddlenlp.transformers import BertForQuestionAnswering, BertTokenizer\nfrom paddlenlp.transformers import ErnieForQuestionAnswering, ErnieTokenizer\nfrom paddlenlp.transformers import ErnieGramForQuestionAnswering, ErnieGramTokenizer\nfrom paddlenlp.transformers import RobertaForQuestionAnswering, RobertaTokenizer\nfrom paddlenlp.transformers import LinearDecayWithWarmup\nfrom paddlenlp.metrics.squad import squad_evaluate, compute_prediction\nfrom paddlenlp.datasets import load_dataset\n\ndef set_seed(args):\n random.seed(args.seed)\n np.random.seed(args.seed)\n paddle.seed(args.seed)\n\n\n@paddle.no_grad(\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 46 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 46\n\n Fix: Add missing ')' bracket at line 46"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
8a3315016cdca312326db456e1d5eabcd1f0d049
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Credit to https://medium.com/emergent-future/simple-reinforcement-learning-with-tensorflow-part-0-q-learning-with-tables-and-neural-net Error: SyntaxError / EOF
|
Fixed Code: # Credit to https://medium.com/emergent-future/simple-reinforcement-learning-with-tensorflow-part-0-q-learning-with-tables-and-neural-networks-d195264329d0 import gym import tensorflow as tf import numpy as np import matplotlib.pyplot as plt Explanation: Complete the truncated code structure
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intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 137
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Credit to https://medium.com/emergent-future/simple-reinforcement-learning-with-tensorflow-part-0-q-learning-with-tables-and-neural-net\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Credit to https://medium.com/emergent-future/simple-reinforcement-learning-with-tensorflow-part-0-q-learning-with-tables-and-neural-networks-d195264329d0\n\nimport gym\nimport tensorflow as tf\nimport numpy as np\nimport matplotlib.pyplot as plt\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a3543c746387ad12029585c2e306e26ec984737
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License.
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 544
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\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."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a3651a34d3b1893e6f70ebe64b9db39d329cd63
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 ######################################################### # Written by Carl Youngblood, carl@blockscale.net # Copyright (c) 2018 Blockscale LLC # released under the MIT license ######################################################### from flask import Flask, request, Response, json, jsonify from src.remote_signer import RemoteSigner from os import path import logging def sign(key_hash): response = None try: data = request.get_json(force=True) if key_hash in config['keys']: logging.info('Found key_hash {} in config'.format(key_hash)) key = config['keys'][key_hash] logging.info('Attempting to sign {}'.format(data)) rs = RemoteSigner(config, data) response = jsonify({ 'signature': rs.sign(key['private_handle']) }) logging.info('Response is {}'.format(response)) else: logging.warning("Couldn't find key {}".format(key_hash)) response = Response('Key not found', status=404) except Exception as e: data = {'error': str(e)} logging.error('Exception thrown during request: {'.format(str(e))) response = app.response_class( response=json.dumps(data), status=500, mimetype='application/json' ) logging.info('Returning flask response {}'.format(response)) return response @app.route('/keys/<key_hash>', methods=['GET']) def get_public_key(key_hash): response = None try: if key_hash in config['keys']: key = config['keys'][key_hash] response = jsonify({ 'public_key': key['public_key'] }) logging.info('Found public key {} for key hash {}'.format(key['public_key'], key_hash)) else: logging.warning("Couldn't public key for key hash {}".format(key_hash)) response = Response('Key not found', status=404) except Exception as e: data = {'error': str(e)} logging.error('Exception thrown during request: {}'.format(str(e))) response = app.response_class( response=json.dumps(data), status=500, mimetype='application/json' ) logging.info('Returning flask response {}'.format(response)) return response @app.route('/authorized_keys', methods=['GET']) def authorized_keys(): return app.response_class( response=json.dumps({}), status=200, mimetype='application/json' ) if __name__ == '__main__': app.run(host='127.0.0.1', port=5000, debug=True)
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unterminated string literal at line 28 • Unmatched closing bracket ')' at line 32 • Unclosed '(' at line 32 - expected ')' Fix: Add missing '}' bracket at line 32
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intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 2,636
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n#########################################################\n# Written by Carl Youngblood, carl@blockscale.net\n# Copyright (c) 2018 Blockscale LLC\n# released under the MIT license\n#########################################################\n\nfrom flask import Flask, request, Response, json, jsonify\nfrom src.remote_signer import RemoteSigner\nfrom os import path\nimport logging\n\ndef sign(key_hash):\n response = None\n try:\n data = request.get_json(force=True)\n if key_hash in config['keys']:\n logging.info('Found key_hash {} in config'.format(key_hash))\n key = config['keys'][key_hash]\n logging.info('Attempting to sign {}'.format(data))\n rs = RemoteSigner(config, data)\n response = jsonify({\n 'signature': rs.sign(key['private_handle'])\n })\n logging.info('Response is {}'.format(response))\n else:\n logging.warning(\"Couldn't find key {}\".format(key_hash))\n response = Response('Key not found', status=404)\n except Exception as e:\n data = {'error': str(e)}\n logging.error('Exception thrown during request: {'.format(str(e)))\n response = app.response_class(\n response=json.dumps(data),\n status=500,\n mimetype='application/json'\n )\n logging.info('Returning flask response {}'.format(response))\n return response\n\n\n@app.route('/keys/<key_hash>', methods=['GET'])\ndef get_public_key(key_hash):\n response = None\n try:\n if key_hash in config['keys']:\n key = config['keys'][key_hash]\n response = jsonify({\n 'public_key': key['public_key']\n })\n logging.info('Found public key {} for key hash {}'.format(key['public_key'], key_hash))\n else:\n logging.warning(\"Couldn't public key for key hash {}\".format(key_hash))\n response = Response('Key not found', status=404)\n except Exception as e:\n data = {'error': str(e)}\n logging.error('Exception thrown during request: {}'.format(str(e)))\n response = app.response_class(\n response=json.dumps(data),\n status=500,\n mimetype='application/json'\n )\n logging.info('Returning flask response {}'.format(response))\n return response\n\n\n@app.route('/authorized_keys', methods=['GET'])\ndef authorized_keys():\n return app.response_class(\n response=json.dumps({}),\n status=200,\n mimetype='application/json'\n )\n\n\nif __name__ == '__main__':\n app.run(host='127.0.0.1', port=5000, debug=True)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unterminated string literal at line 28\n \u2022 Unmatched closing bracket ')' at line 32\n \u2022 Unclosed '(' at line 32 - expected ')'\n\n Fix: Add missing '}' bracket at line 32"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
8a36ee854524bdd692e5d46cc0bfba0c999e570b
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from binaryninja import log from .utils import BinjaStruct, read_pe_header, split_bits, update_percentage # https://msdn.microsoft.com/en-us/library/ft9x1kdx.aspx def read_runtime_function(view, address): runtime_function, address = RUNTIME_FUNCTION_t.read(view, address, 4) if runtime_function is not None: runtime_function['BeginAddress'] += view.start runtime_function['EndAddress'] += view.start runtime_function['UnwindData'] += view.start return runtime_function, address UNWIND_INFO_t = BinjaStruct('<BBBB', names = ('VersionAndFlags', 'SizeOfProlog', 'CountOfCodes', 'FrameRegisterAndOffset')) UNW_FLAG_NHANDLER = 0x0 UNW_FLAG_EHANDLER = 0x1 UNW_FLAG_UHANDLER = 0x2 UNW_FLAG_FHANDLER = 0x3 UNW_FLAG_CHAININFO = 0x4 def read_unwind_info(view, address): unwind_info, address = UNWIND_INFO_t.read(view, address) if unwind_info is not None: split_bits(unwind_info, 'VersionAndFlags', [ ('Version', 0, 3), ('Flags', 3, 5) ]) split_bits(unwind_info, 'FrameRegisterAndOffset', [ ('FrameRegister', 0, 4), ('FrameOffset', 4, 4) ]) if unwind_info['Version'] == 1: unwind_codes = [ ]
|
for i in range(unwind_info['CountOfCodes']): unwind_code, address = read_unwind_code(view, address) unwind_codes.append(unwind_code) unwind_info['UnwindCodes'] = unwind_codes if unwind_info['Flags'] & UNW_FLAG_CHAININFO: unwind_info['FunctionEntry'], address = read_runtime_function(view, address) return unwind_info, address UNWIND_CODE_t = BinjaStruct('<BB', names = ('CodeOffset', 'UnwindOpAndInfo')) def read_unwind_code(view, address): unwind_code, address = UNWIND_CODE_t.read(view, address) if unwind_code is not None: split_bits(unwind_code, 'UnwindOpAndInfo', [ ('UnwindOp', 0, 4), ('OpInfo', 4, 4) ]) return unwind_code, address ... [1 more functiondefs truncated] ...
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 3
| 0
| 2,080
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom binaryninja import log\nfrom .utils import BinjaStruct, read_pe_header, split_bits, update_percentage\n\n# https://msdn.microsoft.com/en-us/library/ft9x1kdx.aspx\n\ndef read_runtime_function(view, address):\n runtime_function, address = RUNTIME_FUNCTION_t.read(view, address, 4)\n\n if runtime_function is not None:\n runtime_function['BeginAddress'] += view.start\n runtime_function['EndAddress'] += view.start\n runtime_function['UnwindData'] += view.start\n\n return runtime_function, address\n\n\nUNWIND_INFO_t = BinjaStruct('<BBBB', names = ('VersionAndFlags', 'SizeOfProlog', 'CountOfCodes', 'FrameRegisterAndOffset'))\n\nUNW_FLAG_NHANDLER = 0x0\nUNW_FLAG_EHANDLER = 0x1\nUNW_FLAG_UHANDLER = 0x2\nUNW_FLAG_FHANDLER = 0x3\nUNW_FLAG_CHAININFO = 0x4\n\ndef read_unwind_info(view, address):\n unwind_info, address = UNWIND_INFO_t.read(view, address)\n\n if unwind_info is not None:\n split_bits(unwind_info, 'VersionAndFlags', [\n ('Version', 0, 3),\n ('Flags', 3, 5)\n ])\n\n split_bits(unwind_info, 'FrameRegisterAndOffset', [\n ('FrameRegister', 0, 4),\n ('FrameOffset', 4, 4)\n ])\n\n if unwind_info['Version'] == 1:\n unwind_codes = [ ]"}, {"role": "assistant", "content": "\n for i in range(unwind_info['CountOfCodes']):\n unwind_code, address = read_unwind_code(view, address)\n unwind_codes.append(unwind_code)\n\n unwind_info['UnwindCodes'] = unwind_codes\n\n if unwind_info['Flags'] & UNW_FLAG_CHAININFO:\n unwind_info['FunctionEntry'], address = read_runtime_function(view, address)\n\n return unwind_info, address\n\n\nUNWIND_CODE_t = BinjaStruct('<BB', names = ('CodeOffset', 'UnwindOpAndInfo'))\n\ndef read_unwind_code(view, address):\n unwind_code, address = UNWIND_CODE_t.read(view, address)\n\n if unwind_code is not None:\n split_bits(unwind_code, 'UnwindOpAndInfo', [\n ('UnwindOp', 0, 4),\n ('OpInfo', 4, 4)\n ])\n\n return unwind_code, address\n\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
8a37a73802d1db18a333fdc568416dbf6367829d
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TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """ 3D visualization primitives based on Plotly. We might want to instead use a more powerful library like Open3D. Plotly however supports animations, buttons and sliders. 1) Initialize a figure with `fig = init_figure()` 2) Plot points, cameras, lines, or create a slider animation. 3) Call `fig.show()` to render the figure. """ import plotly.graph_objects as go import numpy as np from ..pixlib.geometry.utils import to_homogeneous def init_figure(height=800): """Initialize a 3D figure.""" fig = go.Figure() fig.update_layout( height=height, scene_camera=dict( eye=dict(x=0., y=-.1, z=-2), up=dict(x=0, y=-1., z=0)), scene=dict( xaxis=dict(showbackground=False), yaxis=dict(showbackground=False), aspectmode='data', dragmode='orbit', margin=dict(l=0, r=0, b=0, t=0, pad=0)) # noqa E741 return fig def plot_points(fig, pts, color='rgba(255, 0, 0, 1)', ps=2): """Plot a set of 3D points.""" x, y, z = pts.T tr = go.Scatter3d( x=x, y=y, z=z, mode='markers', marker_size=ps, marker_color=color, marker_line_width=.2) fig.add_trace(tr) def plot_camera(fig, R, t, K, color='rgb(0, 0, 255)'): """Plot a camera as a cone with camera frustum.""" x, y, z = t u, v, w = R @ -np.array([0, 0, 1]) tr = go.Cone( x=[x], y=[y], z=[z], u=[u], v=[v], w=[w], anchor='tip', showscale=False, colorscale=[[0, color], [1, color]], sizemode='absolute') fig.add_trace(tr) W, H = K[0, 2]*2, K[1, 2]*2 corners = np.array([[0, 0], [W, 0], [W, H], [0, H], [0, 0]]) corners = to_homogeneous(corners) @ np.linalg.inv(K).T corners = (corners/2) @ R.T + t x, y, z = corners.T tr = go.Scatter3d( x=x, y=y, z=z, line=dict(color='rgba(0, 0, 0, .5)'), marker=dict(size=0.0001), showlegend=False) fig.add_trace(tr) def create_slider_animation(fig, traces): """Create a slider that animates a list of traces (e.g. 3D points).""" slider = {'steps': []} frames = [] fig.add_trace(traces[0]) idx = len(fig.data) - 1 for i, tr in enumerate(traces): frames.append(go.Frame(name=str(i), traces=[idx], data=[tr])) step = {"args": [ [str(i)], {"frame": {"redraw": True}, "mode": "immediate"}], "label": i, "method": "animate"} slider['steps'].append(step) fig.frames = tuple(frames) fig.layout.sliders = (slider,) Error: SyntaxError: unmatched brackets
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Fixed Code: """ 3D visualization primitives based on Plotly. We might want to instead use a more powerful library like Open3D. Plotly however supports animations, buttons and sliders. 1) Initialize a figure with `fig = init_figure()` 2) Plot points, cameras, lines, or create a slider animation. 3) Call `fig.show()` to render the figure. """ import plotly.graph_objects as go import numpy as np from ..pixlib.geometry.utils import to_homogeneous def init_figure(height=800): """Initialize a 3D figure.""" fig = go.Figure() fig.update_layout( Explanation: Add missing ')' bracket at line 27
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intermediate
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ui
|
error_fixing
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Pythoncode:Python
| 4
| 0
| 2,537
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\n3D visualization primitives based on Plotly.\nWe might want to instead use a more powerful library like Open3D.\nPlotly however supports animations, buttons and sliders.\n\n1) Initialize a figure with `fig = init_figure()`\n2) Plot points, cameras, lines, or create a slider animation.\n3) Call `fig.show()` to render the figure.\n\"\"\"\n\nimport plotly.graph_objects as go\nimport numpy as np\n\nfrom ..pixlib.geometry.utils import to_homogeneous\n\n\ndef init_figure(height=800):\n \"\"\"Initialize a 3D figure.\"\"\"\n fig = go.Figure()\n fig.update_layout(\n height=height,\n scene_camera=dict(\n eye=dict(x=0., y=-.1, z=-2), up=dict(x=0, y=-1., z=0)),\n scene=dict(\n xaxis=dict(showbackground=False),\n yaxis=dict(showbackground=False),\n aspectmode='data', dragmode='orbit',\n margin=dict(l=0, r=0, b=0, t=0, pad=0)) # noqa E741\n return fig\n\n\ndef plot_points(fig, pts, color='rgba(255, 0, 0, 1)', ps=2):\n \"\"\"Plot a set of 3D points.\"\"\"\n x, y, z = pts.T\n tr = go.Scatter3d(\n x=x, y=y, z=z, mode='markers', marker_size=ps,\n marker_color=color, marker_line_width=.2)\n fig.add_trace(tr)\n\n\ndef plot_camera(fig, R, t, K, color='rgb(0, 0, 255)'):\n \"\"\"Plot a camera as a cone with camera frustum.\"\"\"\n x, y, z = t\n u, v, w = R @ -np.array([0, 0, 1])\n tr = go.Cone(\n x=[x], y=[y], z=[z], u=[u], v=[v], w=[w], anchor='tip',\n showscale=False, colorscale=[[0, color], [1, color]],\n sizemode='absolute')\n fig.add_trace(tr)\n\n W, H = K[0, 2]*2, K[1, 2]*2\n corners = np.array([[0, 0], [W, 0], [W, H], [0, H], [0, 0]])\n corners = to_homogeneous(corners) @ np.linalg.inv(K).T\n corners = (corners/2) @ R.T + t\n x, y, z = corners.T\n tr = go.Scatter3d(\n x=x, y=y, z=z, line=dict(color='rgba(0, 0, 0, .5)'),\n marker=dict(size=0.0001), showlegend=False)\n fig.add_trace(tr)\n\n\ndef create_slider_animation(fig, traces):\n \"\"\"Create a slider that animates a list of traces (e.g. 3D points).\"\"\"\n slider = {'steps': []}\n frames = []\n fig.add_trace(traces[0])\n idx = len(fig.data) - 1\n for i, tr in enumerate(traces):\n frames.append(go.Frame(name=str(i), traces=[idx], data=[tr]))\n step = {\"args\": [\n [str(i)],\n {\"frame\": {\"redraw\": True},\n \"mode\": \"immediate\"}],\n \"label\": i,\n \"method\": \"animate\"}\n slider['steps'].append(step)\n fig.frames = tuple(frames)\n fig.layout.sliders = (slider,)\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\n3D visualization primitives based on Plotly.\nWe might want to instead use a more powerful library like Open3D.\nPlotly however supports animations, buttons and sliders.\n\n1) Initialize a figure with `fig = init_figure()`\n2) Plot points, cameras, lines, or create a slider animation.\n3) Call `fig.show()` to render the figure.\n\"\"\"\n\nimport plotly.graph_objects as go\nimport numpy as np\n\nfrom ..pixlib.geometry.utils import to_homogeneous\n\n\ndef init_figure(height=800):\n \"\"\"Initialize a 3D figure.\"\"\"\n fig = go.Figure()\n fig.update_layout(\n\n Explanation: Add missing ')' bracket at line 27"}]
| true
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syntax
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MISSING_BRACKETS
|
MEDIUM
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8a37f39c3ffc420ffcb4173ab24c22f5ec606276
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import numpy as np GRID_SIZE = 5 def read_bingo_grid(lines: list[str]) -> list[list[int]]: return [[int(n) for n in line.split()] for line in lines] def bingo_step(grids: np.ndarray, checked_grids: np.ndarray, number: int) -> None: checked_grids[np.where(grids == number)] = True def check_victory(check_grids: np.ndarray) -> set[int]: """return empty set if no victory, else set of id of the wining grids""" return set(np.where(check_grids.sum(axis=1).max(axis=1) == 5)[0]).union( np.where(check_grids.sum(axis=2).max(axis=1) == 5)[0] ) def sum_grid(grid: np.ndarray, checked_grid: np.ndarray) -> int: grid[checked_grid] = 0 return grid.sum() def main() -> None: with open("input.txt") as f: lines = f.readlines() random_numbers = [int(n) for n in lines[0].split(",")] grids = np.array([read_bingo_grid(lines[i : i + GRID_SIZE]) for i in range(2, len(lines), 1 + GRID_SIZE)]) checked_grids = np.array([[[False for _ in range(GRID_SIZE)] for _ in range(GRID_SIZE)] for _ in range(len(grids))]) win = False
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i = 0 q1_done = False while not win: bingo_step(grids, checked_grids, random_numbers[i]) winning_set = check_victory(checked_grids) if len(winning_set) == 1 and not q1_done: index = list(winning_set)[0] s = sum_grid(grids[index], checked_grids[index]) print("part1:", s * random_numbers[i]) q1_done = True if len(grids) == len(winning_set) + 1: index_last_to_win = list(set(range(len(grids))).difference(winning_set))[0] if len(grids) == len(winning_set): s = sum_grid(grids[index_last_to_win], checked_grids[index_last_to_win]) print("part2:", random_numbers[i], s, random_numbers[i] * s) return i += 1 if __name__ == "__main__": main()
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intermediate
|
machine_learning
|
code_completion
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Pythoncode:Python
| 5
| 0
| 1,882
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport numpy as np\n\nGRID_SIZE = 5\n\n\ndef read_bingo_grid(lines: list[str]) -> list[list[int]]:\n return [[int(n) for n in line.split()] for line in lines]\n\n\ndef bingo_step(grids: np.ndarray, checked_grids: np.ndarray, number: int) -> None:\n checked_grids[np.where(grids == number)] = True\n\n\ndef check_victory(check_grids: np.ndarray) -> set[int]:\n \"\"\"return empty set if no victory, else set of id of the wining grids\"\"\"\n return set(np.where(check_grids.sum(axis=1).max(axis=1) == 5)[0]).union(\n np.where(check_grids.sum(axis=2).max(axis=1) == 5)[0]\n )\n\n\ndef sum_grid(grid: np.ndarray, checked_grid: np.ndarray) -> int:\n grid[checked_grid] = 0\n return grid.sum()\n\n\ndef main() -> None:\n with open(\"input.txt\") as f:\n lines = f.readlines()\n random_numbers = [int(n) for n in lines[0].split(\",\")]\n grids = np.array([read_bingo_grid(lines[i : i + GRID_SIZE]) for i in range(2, len(lines), 1 + GRID_SIZE)])\n checked_grids = np.array([[[False for _ in range(GRID_SIZE)] for _ in range(GRID_SIZE)] for _ in range(len(grids))])\n\n win = False"}, {"role": "assistant", "content": "\n i = 0\n q1_done = False\n while not win:\n bingo_step(grids, checked_grids, random_numbers[i])\n winning_set = check_victory(checked_grids)\n if len(winning_set) == 1 and not q1_done:\n index = list(winning_set)[0]\n s = sum_grid(grids[index], checked_grids[index])\n print(\"part1:\", s * random_numbers[i])\n q1_done = True\n if len(grids) == len(winning_set) + 1:\n index_last_to_win = list(set(range(len(grids))).difference(winning_set))[0]\n if len(grids) == len(winning_set):\n s = sum_grid(grids[index_last_to_win], checked_grids[index_last_to_win])\n print(\"part2:\", random_numbers[i], s, random_numbers[i] * s)\n return\n i += 1\n\n\nif __name__ == \"__main__\":\n main()"}]
| false
| null | null | null |
8a37f74b88dcc7ed94cf7a22b08f15fb01357b23
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: ''' US Population Pyramid Over Time =============================== A population pyramid shows the distribution of age groups within a population. It uses a slider widget that is bound to the year to visualize the age distribution over time. ''' # category: case studies import altair as alt from altair.expr import datum, if_ from vega_datasets import data pop = data.population.url slider = alt.binding_range(min=1850, max=2000, step=10) select_year = alt.selection_single(name='year', fields=['year'], bind=slider) base = alt.Chart(pop).add_selection( select_year ).transform_filter( select_year ).transform_calculate( gender=if_(datum.sex == 1, 'Male', 'Female') ) title = alt.Axis(title='population') color_scale = alt.Scale(domain=['Male', 'Female'], range=['#1f77b4', '#e377c2']) left = base.transform_filter( datum.gender == 'Female' ).encode( y=alt.X('age:O', axis=None), x=alt.X('sum(people):Q', axis=title, sort=alt.SortOrder('descending')), color=alt.Color('gender:N', scale=color_scale, legend=None) ).mark_bar().properties(title='Female') middle = base.encode( y=alt.X('age:O', axis=None), text=alt.Text('age:Q'), ).mark_text().properties(width=20) right = base.transform_filter( datum.gender == 'Male' ).encode( y=alt.X('age:O', axis=None), x=alt.X('sum(people):Q', axis=title), color=alt.Color('gender:N', scale=color_scale, legend=None) ).mark_bar().properties(title='Male') left | middle | right
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 1 • IndentationError at line 30 Fixes: • Add closing quote at line 1 • Fix indentation to match Python syntax rules
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intermediate
|
database
|
syntax_repair
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Pythoncode:Python
| 0
| 0
| 1,503
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n'''\nUS Population Pyramid Over Time\n===============================\nA population pyramid shows the distribution of age groups within a population.\nIt uses a slider widget that is bound to the year to visualize the age\ndistribution over time.\n'''\n# category: case studies\nimport altair as alt\nfrom altair.expr import datum, if_\nfrom vega_datasets import data\n\npop = data.population.url\n\nslider = alt.binding_range(min=1850, max=2000, step=10)\nselect_year = alt.selection_single(name='year', fields=['year'], bind=slider)\n\nbase = alt.Chart(pop).add_selection(\n select_year\n).transform_filter(\n select_year\n).transform_calculate(\n gender=if_(datum.sex == 1, 'Male', 'Female')\n)\n\ntitle = alt.Axis(title='population')\ncolor_scale = alt.Scale(domain=['Male', 'Female'],\n range=['#1f77b4', '#e377c2'])\n\n left = base.transform_filter(\n datum.gender == 'Female'\n).encode(\n y=alt.X('age:O', axis=None),\n x=alt.X('sum(people):Q', axis=title, sort=alt.SortOrder('descending')),\n color=alt.Color('gender:N', scale=color_scale, legend=None)\n).mark_bar().properties(title='Female')\n\nmiddle = base.encode(\n y=alt.X('age:O', axis=None),\n text=alt.Text('age:Q'),\n).mark_text().properties(width=20)\n\nright = base.transform_filter(\n datum.gender == 'Male'\n).encode(\n y=alt.X('age:O', axis=None),\n x=alt.X('sum(people):Q', axis=title),\n color=alt.Color('gender:N', scale=color_scale, legend=None)\n).mark_bar().properties(title='Male')\n\nleft | middle | right"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 1\n \u2022 IndentationError at line 30\n\n Fixes:\n \u2022 Add closing quote at line 1\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
8a3aa16cb3dbe2b4a517472d48c9588e47d4f479
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from django.db import migrations, models import django.utils.timezone import model_utils.fields class Migration(migrations.Migration): dependencies = [ ('core', '0003_auto_20180404_1515'), ] operations = [ migrations.CreateModel( name='Token', fields=[ ('created', model_utils.fields.AutoCreatedField(default=django.utils.timezone.now, editable=False, verbose_name='created')), ('modified', model_utils.fields.AutoLastModifiedField(default=django.utils.timezone.now, editable=False, verbose_name='modified')), ('name', models.CharField(max_length=20, primary_key=True, serialize=False)), ('token', models.TextField()), ('expires', models.DateTimeField(blank=True, null=True)), ], options={ 'ordering': ('name',), 'permissions': (('view_token', 'Can view token'),), }, ), ]
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
ui
|
refactoring
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Pythoncode:Python
| 0
| 1
| 987
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom django.db import migrations, models\nimport django.utils.timezone\nimport model_utils.fields\n\n\nclass Migration(migrations.Migration):\n dependencies = [\n ('core', '0003_auto_20180404_1515'),\n ]\n operations = [\n migrations.CreateModel(\n name='Token',\n fields=[\n ('created', model_utils.fields.AutoCreatedField(default=django.utils.timezone.now, editable=False, verbose_name='created')),\n ('modified', model_utils.fields.AutoLastModifiedField(default=django.utils.timezone.now, editable=False, verbose_name='modified')),\n ('name', models.CharField(max_length=20, primary_key=True, serialize=False)),\n ('token', models.TextField()),\n ('expires', models.DateTimeField(blank=True, null=True)),\n ],\n options={\n 'ordering': ('name',),\n 'permissions': (('view_token', 'Can view token'),),\n },\n ),\n ]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8a3b3f3a85478c2b401e7083ce3f440c82013e30
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from palm_tree import db class Data(db.Model): id = db.Column(db.Integer, primary_key=True) uuid = db.Column(db.Integer) response = db.Column(db.Text) datetime = db.Column(db.DateTime) def __init__(self, uuid, response, datetime): self.uuid = uuid self.response = response self.datetime = datetime def __repr__(self):
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Block at line 15 has no body - expected indented block • IndentationError at line 15 Fix: Complete the function '__repr__' body and add missing return
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advanced
|
ui
|
error_detection
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Pythoncode:Python
| 2
| 1
| 369
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom palm_tree import db\n\n\nclass Data(db.Model):\n id = db.Column(db.Integer, primary_key=True)\n uuid = db.Column(db.Integer)\n response = db.Column(db.Text)\n datetime = db.Column(db.DateTime)\n\n def __init__(self, uuid, response, datetime):\n self.uuid = uuid\n self.response = response\n self.datetime = datetime\n\n def __repr__(self):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Block at line 15 has no body - expected indented block\n \u2022 IndentationError at line 15\n\n Fix: Complete the function '__repr__' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
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8a3c0f03126e25cbd17946a5a7c81e22d30b3f4d
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright 2013 Mirantis, Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. import functools import re import subprocess import sys from scapy import all as scapy def command_util(*command): """object with stderr and stdout """ return subprocess.Popen(command, stdout=subprocess.PIPE, stderr=subprocess.PIPE) def _check_vconfig(): """Check vconfig installed or not """ return not command_util('which', 'vconfig').stderr.read() def _iface_state(iface): """For a given iface return it's state returns UP, DOWN, UNKNOWN """ state = command_util('ip', 'link', 'show', iface).stdout.read() search_result = re.search(r'.*<(?P<state>.*)>.*', state) if search_result: state_list = search_result.groupdict().get('state', []) if 'UP' in state_list: return 'UP' ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: else: return 'DOWN' return 'UNKNOWN'
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advanced
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api
|
incomplete_code
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Pythoncode:Python
| 7
| 0
| 1,394
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright 2013 Mirantis, Inc.\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.\nimport functools\nimport re\nimport subprocess\nimport sys\n\nfrom scapy import all as scapy\n\n\ndef command_util(*command):\n \"\"\"object with stderr and stdout\n \"\"\"\n return subprocess.Popen(command, stdout=subprocess.PIPE,\n stderr=subprocess.PIPE)\n\n\ndef _check_vconfig():\n \"\"\"Check vconfig installed or not\n \"\"\"\n return not command_util('which', 'vconfig').stderr.read()\n\n\ndef _iface_state(iface):\n \"\"\"For a given iface return it's state\n returns UP, DOWN, UNKNOWN\n \"\"\"\n state = command_util('ip', 'link', 'show', iface).stdout.read()\n search_result = re.search(r'.*<(?P<state>.*)>.*', state)\n if search_result:\n state_list = search_result.groupdict().get('state', [])\n if 'UP' in state_list:\n return 'UP'\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n else:\n return 'DOWN'\n return 'UNKNOWN'"}]
| true
|
syntax
|
HARD_CUT
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CRITICAL
|
8a3ca54d0e30bc25beb86e00254a401833904b9e
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from ma import ma from models.johnson_scanner_data import JohnsonScannerDataModel from schemas.brand import BrandSchema from schemas.category import CategorySchema from schemas.facts_in_data import FactsInDataSchema from schemas.market import MarketSchema from schemas.period import PeriodSchema class JohnsonScannerDataSchema(ma.SQLAlchemySchema): market = ma.Nested(MarketSchema) brand = ma.Nested(BrandSchema) category = ma.Nested(CategorySchema) period = ma.Nested(PeriodSchema)
|
facts = ma.Nested(FactsInDataSchema, many=True) class Meta: model = JohnsonScannerDataModel dump_only = ("id",) # include_fk = False
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advanced
|
database
|
code_completion
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Pythoncode:Python
| 0
| 2
| 670
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom ma import ma\nfrom models.johnson_scanner_data import JohnsonScannerDataModel\nfrom schemas.brand import BrandSchema\nfrom schemas.category import CategorySchema\nfrom schemas.facts_in_data import FactsInDataSchema\nfrom schemas.market import MarketSchema\nfrom schemas.period import PeriodSchema\n\n\nclass JohnsonScannerDataSchema(ma.SQLAlchemySchema):\n market = ma.Nested(MarketSchema)\n brand = ma.Nested(BrandSchema)\n category = ma.Nested(CategorySchema)\n period = ma.Nested(PeriodSchema)"}, {"role": "assistant", "content": "\n facts = ma.Nested(FactsInDataSchema, many=True)\n\n class Meta:\n model = JohnsonScannerDataModel\n dump_only = (\"id\",)\n # include_fk = False"}]
| false
| null | null | null |
8a3cab0b0c29dee41665f61e10da5e23f85da48c
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python # coding: utf-8 # In[ ]: ################################################################################ # CSE 253: Programming Assignment 3 # Winter 2019 # Code author: Jenny Hamer (+ modifications by Tejash Desai) # # Filename: baseline_cnn.py # # Description: # # This file contains the starter code for the baseline architecture you will use # to get a little practice with PyTorch and compare the results of with your # improved architecture. # # Be sure to fill in the code in the areas marked #TODO. ################################################################################ # Complete this line # PyTorch and neural network imports import torch from torch.autograd import Variable import torch.nn as nn import torch.nn.functional as func import torch.nn.init as torch_init import torch.optim as optim # Data utils and dataloader import torchvision from torchvision import transforms, utils from xray_dataloader_zscored import ChestXrayDataset, create_split_loaders import matplotlib.pyplot as plt import numpy as np import os class Arch2CNN(nn.Module): """ <<<<<<< HEAD conv1 -> maxpool -> conv2 -> maxpool -> conv3 -> conv4 ->maxpool -> conv5 -> conv6 -> maxpool -> conv7 -> conv8 -> maxpool -> fc1 -> fc2 -> fc3 (outputs) ======= conv1 -> conv2 -> maxpool -> conv3 -> conv4 -> conv5 -> maxpool -> fc1 -> fc2 -> fc3 (outputs) >>>>>>> 6652e3cfb72835ac4a7c802c9a703b59d5f63ae6 """ ... [3 more functiondefs truncated] ...
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The missing line is:
|
advanced
|
database
|
fill_in_the_blank
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Pythoncode:Python
| 0
| 1
| 1,470
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\n# coding: utf-8\n\n# In[ ]:\n\n\n################################################################################\n# CSE 253: Programming Assignment 3\n# Winter 2019\n# Code author: Jenny Hamer (+ modifications by Tejash Desai)\n#\n# Filename: baseline_cnn.py\n#\n# Description:\n#\n# This file contains the starter code for the baseline architecture you will use\n# to get a little practice with PyTorch and compare the results of with your\n# improved architecture.\n#\n# Be sure to fill in the code in the areas marked #TODO.\n################################################################################\n\n # Complete this line\n# PyTorch and neural network imports\nimport torch\nfrom torch.autograd import Variable\nimport torch.nn as nn\nimport torch.nn.functional as func\nimport torch.nn.init as torch_init\nimport torch.optim as optim\n\n# Data utils and dataloader\nimport torchvision\nfrom torchvision import transforms, utils\nfrom xray_dataloader_zscored import ChestXrayDataset, create_split_loaders\n\nimport matplotlib.pyplot as plt\nimport numpy as np\nimport os\n\n\n\nclass Arch2CNN(nn.Module):\n \"\"\"\n<<<<<<< HEAD\n conv1 -> maxpool -> conv2 -> maxpool -> conv3 -> conv4 ->maxpool -> conv5 -> conv6 -> maxpool -> conv7 -> conv8 -> maxpool -> fc1 -> fc2 -> fc3 (outputs)\n=======\n conv1 -> conv2 -> maxpool -> conv3 -> conv4 -> conv5 -> maxpool -> fc1 -> fc2 -> fc3 (outputs)\n>>>>>>> 6652e3cfb72835ac4a7c802c9a703b59d5f63ae6\n \"\"\"\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
8a3cfa083e8e8e57b0bc63b2f6a4954146234e99
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import json import urllib.request import credentials from datetime import datetime, timedelta class NewsAPI: def __init__(self, nyt_api): self.nyt_access = nyt_api def get_nyt_last_week_articles(self, topic, today): delta = timedelta(weeks = 1) last_week = today - delta begin_date = last_week.strftime('%Y%m%d') url = 'https://api.nytimes.com/svc/search/v2/articlesearch.json?q=' + topic + '&begin_date=' + begin_date + '&sort=best&type_of_material=Article&api-key=' + self.nyt_access try: json_url = urllib.request.urlopen(url) articles = json.loads(json_url.read()) except: raise RuntimeError('Failed to retrive New York Times data.') if articles['status'] != 'OK': num_of_articles = articles['response']['docs'].length() if num_of_articles > 5: return articles['response']['docs'][0:4], articles['response']['meta']['hits'] else: return articles['response']['docs'][0:num_of_articles - 1], articles['response']['meta']['hits'] else: raise RuntimeError('Failed to find any New York Times articles with query.') api = NewsAPI(credentials.NYT_API) date_time_obj = datetime.now() api.get_nyt_last_week_articles('election', date_time_obj)
|
Functions: __init__, get_nyt_last_week_articles Classes: NewsAPI This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 2
| 1
| 1,344
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport json\nimport urllib.request\nimport credentials\nfrom datetime import datetime, timedelta\n\nclass NewsAPI:\n\n def __init__(self, nyt_api):\n self.nyt_access = nyt_api\n\n def get_nyt_last_week_articles(self, topic, today):\n delta = timedelta(weeks = 1)\n last_week = today - delta\n begin_date = last_week.strftime('%Y%m%d')\n url = 'https://api.nytimes.com/svc/search/v2/articlesearch.json?q=' + topic + '&begin_date=' + begin_date + '&sort=best&type_of_material=Article&api-key=' + self.nyt_access\n try:\n json_url = urllib.request.urlopen(url)\n articles = json.loads(json_url.read())\n except:\n raise RuntimeError('Failed to retrive New York Times data.')\n if articles['status'] != 'OK':\n num_of_articles = articles['response']['docs'].length()\n if num_of_articles > 5:\n return articles['response']['docs'][0:4], articles['response']['meta']['hits']\n else:\n return articles['response']['docs'][0:num_of_articles - 1], articles['response']['meta']['hits'] \n else:\n raise RuntimeError('Failed to find any New York Times articles with query.')\n\napi = NewsAPI(credentials.NYT_API)\ndate_time_obj = datetime.now()\napi.get_nyt_last_week_articles('election', date_time_obj)"}, {"role": "assistant", "content": " Functions: __init__, get_nyt_last_week_articles\n Classes: NewsAPI\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a3e36ced124cb7dabea478a1f4b328edd22757f
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright 2019 Amazon.com, Inc. or its affiliates. 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. A copy of # the License is located at # # http://aws.amazon.com/apache2.0/ # # or in the "license" file accompanying this file. This file 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 smexperiments import trial_component, api_types import datetime import pytest import unittest.mock def sagemaker_boto_client(): return unittest.mock.Mock() def test_create(sagemaker_boto_client): sagemaker_boto_client.create_trial_component.return_value = { "TrialComponentArn": "bazz", } obj = trial_component.TrialComponent.create( trial_component_name="foo", display_name="bar", sagemaker_boto_client=sagemaker_boto_client ) sagemaker_boto_client.create_trial_component.assert_called_with(TrialComponentName="foo", DisplayName="bar") assert "foo" == obj.trial_component_name assert "bar" == obj.display_name assert "bazz" == obj.trial_component_arn ... [7 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 38: ... [7 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,328
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"). You\n# may not use this file except in compliance with the License. A copy of\n# the License is located at\n#\n# http://aws.amazon.com/apache2.0/\n#\n# or in the \"license\" file accompanying this file. This file is\n# distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF\n# ANY KIND, either express or implied. See the License for the specific\n# language governing permissions and limitations under the License.\nfrom smexperiments import trial_component, api_types\n\nimport datetime\nimport pytest\nimport unittest.mock\n\n\ndef sagemaker_boto_client():\n return unittest.mock.Mock()\n\n\ndef test_create(sagemaker_boto_client):\n sagemaker_boto_client.create_trial_component.return_value = {\n \"TrialComponentArn\": \"bazz\",\n }\n obj = trial_component.TrialComponent.create(\n trial_component_name=\"foo\", display_name=\"bar\", sagemaker_boto_client=sagemaker_boto_client\n )\n sagemaker_boto_client.create_trial_component.assert_called_with(TrialComponentName=\"foo\", DisplayName=\"bar\")\n assert \"foo\" == obj.trial_component_name\n assert \"bar\" == obj.display_name\n assert \"bazz\" == obj.trial_component_arn\n\n\n\n ... [7 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 38: ... [7 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
8a3e37aebc3bcbec9a89c90db3f81c339c737670
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from cadnano.cnproxy import UndoCommand from cadnano.strand import Strand from cadnano import getBatch import cadnano.preferences as prefs import random class CreateXoverCommand(UndoCommand): """ Creates a Xover from the 3' end of strand5p to the 5' end of strand3p this needs to 1. preserve the old oligo of strand3p 2. install the crossover 3. apply the strand5p oligo to the strand3p """ def __init__(self, part, strand5p, strand5p_idx, strand3p, strand3p_idx, update_oligo=True): super(CreateXoverCommand, self).__init__("create xover") self._part = part self._strand5p = strand5p self._strand5p_idx = strand5p_idx self._strand3p = strand3p self._strand3p_idx = strand3p_idx self._old_oligo3p = strand3p.oligo() self._update_oligo = update_oligo # end def def redo(self): part = self._part strand5p = self._strand5p strand5p_idx = self._strand5p_idx strand3p = self._strand3p strand3p_idx = self._strand3p_idx olg5p = strand5p.oligo() old_olg3p = self._old_oligo3p # 0. Deselect the involved strands doc = strand5p.document() doc.removeStrandFromSelection(strand5p) doc.removeStrandFromSelection(strand3p) if self._update_oligo: # Test for Loopiness if olg5p == strand3p.oligo(): olg5p.setLoop(True) else: # 1. update preserved oligo length olg5p.incrementLength(old_olg3p.length()) # 2. Remove the old oligo and apply the 5' oligo to the 3' strand old_olg3p.removeFromPart() for strand i Error: SyntaxError / EOF
|
Fixed Code: from cadnano.cnproxy import UndoCommand from cadnano.strand import Strand from cadnano import getBatch import cadnano.preferences as prefs import random class CreateXoverCommand(UndoCommand): """ Creates a Xover from the 3' end of strand5p to the 5' end of strand3p this needs to 1. preserve the old oligo of strand3p 2. install the crossover 3. apply the strand5p oligo to the strand3p """ def __init__(self, part, strand5p, strand5p_idx, strand3p, strand3p_idx, update_oligo=True): super(CreateXoverCommand, self).__init__("create xover") self._part = part self._strand5p = strand5p self._strand5p_idx = strand5p_idx self._strand3p = strand3p Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 1,728
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom cadnano.cnproxy import UndoCommand\nfrom cadnano.strand import Strand\nfrom cadnano import getBatch\nimport cadnano.preferences as prefs\nimport random\n\nclass CreateXoverCommand(UndoCommand):\n \"\"\"\n Creates a Xover from the 3' end of strand5p to the 5' end of strand3p\n this needs to\n 1. preserve the old oligo of strand3p\n 2. install the crossover\n 3. apply the strand5p oligo to the strand3p\n \"\"\"\n def __init__(self, part, strand5p, strand5p_idx, strand3p, strand3p_idx, update_oligo=True):\n super(CreateXoverCommand, self).__init__(\"create xover\")\n self._part = part\n self._strand5p = strand5p\n self._strand5p_idx = strand5p_idx\n self._strand3p = strand3p\n self._strand3p_idx = strand3p_idx\n self._old_oligo3p = strand3p.oligo()\n self._update_oligo = update_oligo\n # end def\n\n def redo(self):\n part = self._part\n strand5p = self._strand5p\n strand5p_idx = self._strand5p_idx\n strand3p = self._strand3p\n strand3p_idx = self._strand3p_idx\n olg5p = strand5p.oligo()\n old_olg3p = self._old_oligo3p\n\n # 0. Deselect the involved strands\n doc = strand5p.document()\n doc.removeStrandFromSelection(strand5p)\n doc.removeStrandFromSelection(strand3p)\n\n if self._update_oligo:\n # Test for Loopiness\n if olg5p == strand3p.oligo():\n olg5p.setLoop(True)\n else:\n # 1. update preserved oligo length\n olg5p.incrementLength(old_olg3p.length())\n # 2. Remove the old oligo and apply the 5' oligo to the 3' strand\n old_olg3p.removeFromPart()\n for strand i\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom cadnano.cnproxy import UndoCommand\nfrom cadnano.strand import Strand\nfrom cadnano import getBatch\nimport cadnano.preferences as prefs\nimport random\n\nclass CreateXoverCommand(UndoCommand):\n \"\"\"\n Creates a Xover from the 3' end of strand5p to the 5' end of strand3p\n this needs to\n 1. preserve the old oligo of strand3p\n 2. install the crossover\n 3. apply the strand5p oligo to the strand3p\n \"\"\"\n def __init__(self, part, strand5p, strand5p_idx, strand3p, strand3p_idx, update_oligo=True):\n super(CreateXoverCommand, self).__init__(\"create xover\")\n self._part = part\n self._strand5p = strand5p\n self._strand5p_idx = strand5p_idx\n self._strand3p = strand3p\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a3e99f0293f853274afed91ad78cb5b4d2be8d4
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from w1thermsensor import W1ThermSensor sensor = W1ThermSensor() temperature_in_celsius = sensor.get_temperature() temperature_in_fahrenheit = sensor.get_temperature(W1ThermSensor.DEGREES_F) tem ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: print("Sensor id:" + sensor.id) print(temperature_in_celsius)
|
intermediate
|
general
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 195
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom w1thermsensor import W1ThermSensor\n\nsensor = W1ThermSensor()\ntemperature_in_celsius = sensor.get_temperature()\ntemperature_in_fahrenheit = sensor.get_temperature(W1ThermSensor.DEGREES_F)\ntem\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:\nprint(\"Sensor id:\" + sensor.id)\nprint(temperature_in_celsius)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a3f2203d02e338bbadd1c557a7d415e6e39dbbc
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Generated by Django 3.1.1 on 2020-09-01 17:04 from django.db import migrations, models class Migration(migrations.Migration): # Complete this line ('tables', '0003_exposure_category'), ] operations = [ migrations.AlterField( model_name='exposure', name='location', field=models.CharField(blank=True, default='', max_length=200), ), ]
|
The missing line is: dependencies = [
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 1
| 413
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Generated by Django 3.1.1 on 2020-09-01 17:04\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n # Complete this line\n ('tables', '0003_exposure_category'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='exposure',\n name='location',\n field=models.CharField(blank=True, default='', max_length=200),\n ),\n ]"}, {"role": "assistant", "content": "The missing line is:\n dependencies = ["}]
| false
| null | null | null |
8a3ff7ca606f5ce67c32533b5892e230c75d4eb8
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #Copyright ReportLab Europe Ltd. 2000-2016 #see license.txt for license details #history http://www.reportlab.co.uk/cgi-bin/viewcvs.cgi/public/reportlab/trunk/reportlab/graphics/charts/__init__.py
|
__version__='3.3.0' __doc__='''Business charts'''
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 247
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#Copyright ReportLab Europe Ltd. 2000-2016\n#see license.txt for license details\n#history http://www.reportlab.co.uk/cgi-bin/viewcvs.cgi/public/reportlab/trunk/reportlab/graphics/charts/__init__.py"}, {"role": "assistant", "content": "\n__version__='3.3.0'\n__doc__='''Business charts'''"}]
| false
| null | null | null |
8a406525f88287f3d13cd5aee631ef0cc809c7ec
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -------------------------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for license information. # -------------------------------------------------------------------------------------------- # pylint:disable=too-many-lines import os def validate_asg_names_or_ids(cmd, namespace): from msrestazure.tools import resource_id, is_valid_resource_id from azure.cli.core.profiles import ResourceType from azure.cli.core.commands.client_factory import get_subscription_id ApplicationSecurityGroup = cmd.get_models('ApplicationSecurityGroup', resource_type=ResourceType.MGMT_NETWORK) resource_group = namespace.resource_group_name subscription_id = get_subscription_id(cmd.cli_ctx) names_or_ids = getattr(namespace, 'application_security_groups') ids = [] if names_or_ids == [""] or not names_or_ids: return for val in names_or_ids: if not is_valid_resource_id(val): val = resource_id( subscription=subscription_id, resource_group=resource_group, namespace='Microsoft.Network', type='applicationSecurityGroups', name=val ) ids.append(ApplicationSecurityGroup(id=val)) setattr(namespace, 'application_security_groups', ids) def validate_nsg_name(cmd, namespace): from msrestazure.tools import resource_id from azure.cli.core.commands.client_factory import get_subscription_id vm_id = resource_id(name=namespace.vm_name, resource_group=namespace.resource_group_name, namespace='Microsoft.Compute', type='virtualMachines', subscription=get_subscription_id(cmd.cli_ctx)) namespace.network_security_group_name = namespace.network_security_group_name \ or '{}_NSG_{}'.format(namespace.vm_name, hash_string(vm_id, length=8)) def validate_keyvault(cmd, namespace): namespace.keyvault = _get_resource_id(cmd.cli_ctx, namespace.keyvault, namespace.resource_group_name, 'vaults', 'Microsoft.KeyVault') def process_vm_secret_format(cmd, namespace): from msrestazure.tools import is_valid_resource_id keyvault_usage = CLIError('usage error: [--keyvault NAME --resource-group NAME | --keyvault ID]') kv = namespace.keyvault rg = namespace.resource_group_name if rg: if not kv or is_valid_resource_id(kv): raise keyvault_usage validate_keyvault(cmd, namespace) else: if kv and not is_valid_resource_id(kv): raise keyvault_usage ... [49 more functiondefs truncated] ...
|
Functions: validate_asg_names_or_ids, validate_nsg_name, validate_keyvault, process_vm_secret_format This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 4
| 0
| 2,813
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# --------------------------------------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License. See License.txt in the project root for license information.\n# --------------------------------------------------------------------------------------------\n\n# pylint:disable=too-many-lines\n\nimport os\ndef validate_asg_names_or_ids(cmd, namespace):\n from msrestazure.tools import resource_id, is_valid_resource_id\n from azure.cli.core.profiles import ResourceType\n from azure.cli.core.commands.client_factory import get_subscription_id\n ApplicationSecurityGroup = cmd.get_models('ApplicationSecurityGroup',\n resource_type=ResourceType.MGMT_NETWORK)\n\n resource_group = namespace.resource_group_name\n subscription_id = get_subscription_id(cmd.cli_ctx)\n names_or_ids = getattr(namespace, 'application_security_groups')\n ids = []\n\n if names_or_ids == [\"\"] or not names_or_ids:\n return\n\n for val in names_or_ids:\n if not is_valid_resource_id(val):\n val = resource_id(\n subscription=subscription_id,\n resource_group=resource_group,\n namespace='Microsoft.Network', type='applicationSecurityGroups',\n name=val\n )\n ids.append(ApplicationSecurityGroup(id=val))\n setattr(namespace, 'application_security_groups', ids)\n\n\ndef validate_nsg_name(cmd, namespace):\n from msrestazure.tools import resource_id\n from azure.cli.core.commands.client_factory import get_subscription_id\n vm_id = resource_id(name=namespace.vm_name, resource_group=namespace.resource_group_name,\n namespace='Microsoft.Compute', type='virtualMachines',\n subscription=get_subscription_id(cmd.cli_ctx))\n namespace.network_security_group_name = namespace.network_security_group_name \\\n or '{}_NSG_{}'.format(namespace.vm_name, hash_string(vm_id, length=8))\n\n\ndef validate_keyvault(cmd, namespace):\n namespace.keyvault = _get_resource_id(cmd.cli_ctx, namespace.keyvault, namespace.resource_group_name,\n 'vaults', 'Microsoft.KeyVault')\n\n\ndef process_vm_secret_format(cmd, namespace):\n from msrestazure.tools import is_valid_resource_id\n\n keyvault_usage = CLIError('usage error: [--keyvault NAME --resource-group NAME | --keyvault ID]')\n kv = namespace.keyvault\n rg = namespace.resource_group_name\n\n if rg:\n if not kv or is_valid_resource_id(kv):\n raise keyvault_usage\n validate_keyvault(cmd, namespace)\n else:\n if kv and not is_valid_resource_id(kv):\n raise keyvault_usage\n\n\n\n ... [49 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: validate_asg_names_or_ids, validate_nsg_name, validate_keyvault, process_vm_secret_format\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a40f2fa1c9f612802f1a429d750b73c73bf44c3
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import re import httplib2 from bs4 import BeautifulSoup from scraping.faqscrapperutil import stripExtra, removeDuplicates, removeBlackListedQuestions, getBlackListedQuestions, convertToJsonList, saveToMongo from scraping.Constants import ENABLE_CUSTOM_QUESTIONS_FILTER, FAQ_LINKS, COLLECTION_NAME def cleanQuestions(questions): questionList = [] for question in questions: questionList.append(stripExtra(question.lstrip().rstrip())) return removeDuplicates(questionList) def getLastAnswer(question, bodyText): start = bodyText.index(question) + len(question) text = bodyText[start : -1].lstrip() # print(text.lstrip()) whitespaceCount = 0 # print(answerLength) for i in range(0, len(text)): # print(answer[i], ' isSpace : ', answer[i].isspace()) if text[i].isspace(): whitespaceCount = whitespaceCount + 1 if whitespaceCount >= 3: # print(0 + i - 3) # print(text[0 : 0 + i - 2]) return text[0 : 0 + i - 2] else : if whitespaceCount != 0: whitespaceCount = 0 def cleanAnswer(answer): answerLength = len(answer) whitespaceCount = 0 # print(answerLength) for i in range(0, answerLength): # print(answer[i], ' isSpace : ', answer[i].isspace()) if answer[i].isspace(): whitespaceCount = whitespaceCount + 1 if whitespaceCount >= 3: # print(0 + i - 3) return answer[0 : 0 + i - 2].lstrip() else : if whitespaceCount != 0: whitespaceCount = 0 return answer.rstrip() def getAnswers(body, questions): bodyText = body.getText() # answerTag = getAnswerTag(body, bodyText, questions) # print(bodyText) questionCount = len(questions) answerList = [] for i in range(0, questionCount): print('Q: ', questions[i]) if i == questionCount - 1: #Last element answer = getLastAnswer(questions[i], bodyText) else : start = bodyText.index(questions[i]) + len(questions[i]) end = bodyText.index(questions[i + 1], start, -1) print("Start : ", start , " End : ", end) soup1 = BeautifulSoup(bodyText[start : end], 'html.parser') # print(soup1) answer = soup1.getText().lstrip() answer = cleanAnswer(answer) answerList.append(answer) print('A: ', answer) return answerList ... [2 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 21 has no indented body Block at line 25 has no indented body Block at line 37 has no indented body Block at line 41 has no indented body ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 17 Unexpected indentation at line 19 Unexpected indentation at line 21 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
api
|
debugging
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Pythoncode:Python
| 4
| 0
| 2,606
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport re\nimport httplib2\nfrom bs4 import BeautifulSoup \nfrom scraping.faqscrapperutil import stripExtra, removeDuplicates, removeBlackListedQuestions, getBlackListedQuestions, convertToJsonList, saveToMongo\nfrom scraping.Constants import ENABLE_CUSTOM_QUESTIONS_FILTER, FAQ_LINKS, COLLECTION_NAME\n\n\ndef cleanQuestions(questions):\n questionList = []\n for question in questions:\n questionList.append(stripExtra(question.lstrip().rstrip()))\n\n return removeDuplicates(questionList)\n\ndef getLastAnswer(question, bodyText):\n start = bodyText.index(question) + len(question)\n text = bodyText[start : -1].lstrip()\n# print(text.lstrip())\n whitespaceCount = 0\n# print(answerLength)\n for i in range(0, len(text)):\n# print(answer[i], ' isSpace : ', answer[i].isspace())\n if text[i].isspace():\n whitespaceCount = whitespaceCount + 1\n if whitespaceCount >= 3:\n# print(0 + i - 3)\n# print(text[0 : 0 + i - 2])\n return text[0 : 0 + i - 2]\n else :\n if whitespaceCount != 0:\n whitespaceCount = 0\n\ndef cleanAnswer(answer):\n answerLength = len(answer)\n whitespaceCount = 0\n# print(answerLength)\n for i in range(0, answerLength):\n# print(answer[i], ' isSpace : ', answer[i].isspace())\n if answer[i].isspace():\n whitespaceCount = whitespaceCount + 1\n if whitespaceCount >= 3:\n# print(0 + i - 3)\n return answer[0 : 0 + i - 2].lstrip()\n else :\n if whitespaceCount != 0:\n whitespaceCount = 0\n return answer.rstrip()\n\ndef getAnswers(body, questions):\n bodyText = body.getText()\n# answerTag = getAnswerTag(body, bodyText, questions)\n# print(bodyText)\n questionCount = len(questions)\n answerList = []\n for i in range(0, questionCount):\n print('Q: ', questions[i])\n if i == questionCount - 1:\n #Last element\n answer = getLastAnswer(questions[i], bodyText)\n else :\n start = bodyText.index(questions[i]) + len(questions[i])\n end = bodyText.index(questions[i + 1], start, -1)\n print(\"Start : \", start , \" End : \", end)\n soup1 = BeautifulSoup(bodyText[start : end], 'html.parser')\n# print(soup1)\n answer = soup1.getText().lstrip()\n \n answer = cleanAnswer(answer)\n answerList.append(answer)\n print('A: ', answer) \n return answerList\n\n\n ... [2 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 Block at line 21 has no indented body\n Block at line 25 has no indented body\n Block at line 37 has no indented body\n Block at line 41 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 17\n Unexpected indentation at line 19\n Unexpected indentation at line 21\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
8a41876d28109b10beeda61ce63d0fb68903a3e0
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: """Terminal utilities specific to message archives. Creates colored text and helps write Messages output. """ from contextlib import contextmanager import itertools import readline FG_COLORS = dict(itertools.chain( zip(("black", "red", "green", "yellow", "blue", "magenta", "cyan", "white", ), range(30, 38)), zip(("bright_black", "bright_red", "bright_green", "bright_yellow", "bright_blue", "bright_magenta", "bright_cyan", "bright_white", ), range(90, 98)))) BG_COLORS = dict((f"on_{key}", val + 10) for key, val in FG_COLORS.items()) ATTRIBUTES = dict( zip(("bold", "faint", "italic", "underline", "slow_blink", "rapid_blink", "reverse", "conceal", "strikethrough", ), range(1, 10))) def colored(text, color=None, on_color=None, attrs=None, escape=False): """Wraps text with ANSI escape codes to achieve the desired look. Args: color: The foreground color. on_color: The background color. attrs: A list of effects. escape: True to escape invisibles (for readline); else False. Returns: A string with the original text wrapped by escape codes. """ def sgr(*codes): return "\x1b[%sm" % ";".join(map(str, codes)) def esc(text): return "\x01%s\x02" % text codes = [] if color: codes.append(FG_COLORS[color]) if on_color: codes.append(BG_COLORS[on_color]) if attrs: codes.extend(ATTRIBUTES[attr] for attr in attrs) if not escape: esc = lambda n: n return "%s%s%s" % (esc(sgr(*codes)), text, esc(sgr(0))) @contextmanager def readline_disabled(): """Context manager to temporarily disable readline features. """ readline.set_auto_history(False) try: yield finally: readline.set_auto_history(True) def confirm(text): """Presents a yes/no prompt to the user and handles replies. Args: text: A message string to present before confirmation. Returns: True if the user confirmed the prompt; else False. """ replies = { "yes": True, "no": False, } prompt = "%s (yes/no): " % colored("Are you sure?", "red", attrs=["bold"], escape=True) reply = "" with readline_disabled(): print(text) while reply not in replies: try: reply = input(prompt).casefold() except (EOFError, KeyboardInterrupt): reply = "no" print(reply) return replies[reply]
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 5
| 0
| 2,600
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"Terminal utilities specific to message archives.\n\nCreates colored text and helps write Messages output.\n\"\"\"\n\nfrom contextlib import contextmanager\nimport itertools\nimport readline\n\nFG_COLORS = dict(itertools.chain(\n zip((\"black\",\n \"red\",\n \"green\",\n \"yellow\",\n \"blue\",\n \"magenta\",\n \"cyan\",\n \"white\",\n ), range(30, 38)),\n zip((\"bright_black\",\n \"bright_red\",\n \"bright_green\",\n \"bright_yellow\",\n \"bright_blue\",\n \"bright_magenta\",\n \"bright_cyan\",\n \"bright_white\",\n ), range(90, 98))))\n\nBG_COLORS = dict((f\"on_{key}\", val + 10) for key, val in FG_COLORS.items())\n\nATTRIBUTES = dict(\n zip((\"bold\",\n \"faint\",\n \"italic\",\n \"underline\",\n \"slow_blink\",\n \"rapid_blink\",\n \"reverse\",\n \"conceal\",\n \"strikethrough\",\n ), range(1, 10)))\n\ndef colored(text, color=None, on_color=None, attrs=None, escape=False):\n \"\"\"Wraps text with ANSI escape codes to achieve the desired look.\n\n Args:\n color: The foreground color.\n on_color: The background color.\n attrs: A list of effects.\n escape: True to escape invisibles (for readline); else False.\n\n Returns:\n A string with the original text wrapped by escape codes.\n \"\"\"\n def sgr(*codes):\n return \"\\x1b[%sm\" % \";\".join(map(str, codes))\n def esc(text):\n return \"\\x01%s\\x02\" % text\n\n codes = []\n if color:\n codes.append(FG_COLORS[color])\n if on_color:\n codes.append(BG_COLORS[on_color])\n if attrs:\n codes.extend(ATTRIBUTES[attr] for attr in attrs)\n\n if not escape:\n esc = lambda n: n\n\n return \"%s%s%s\" % (esc(sgr(*codes)), text, esc(sgr(0)))\n\n@contextmanager\ndef readline_disabled():\n \"\"\"Context manager to temporarily disable readline features.\n \"\"\"\n readline.set_auto_history(False)\n try:\n yield\n finally:\n readline.set_auto_history(True)\n\ndef confirm(text):\n \"\"\"Presents a yes/no prompt to the user and handles replies.\n\n Args:\n text: A message string to present before confirmation.\n\n Returns:\n True if the user confirmed the prompt; else False.\n \"\"\"\n replies = {\n \"yes\": True,\n \"no\": False,\n }\n\n prompt = \"%s (yes/no): \" % colored(\"Are you sure?\", \"red\",\n attrs=[\"bold\"], escape=True)\n reply = \"\"\n with readline_disabled():\n print(text)\n while reply not in replies:\n try:\n reply = input(prompt).casefold()\n except (EOFError, KeyboardInterrupt):\n reply = \"no\"\n print(reply)\n\n return replies[reply]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8a425179166f5e46f9936c55196547277fa5770b
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2020 - 2021 MONAI Consortium # 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 unittest import torch import torch.nn as nn from parameterized import parameterized from monai.networks import eval_mode from monai.networks.blocks import SubpixelUpsample from monai.networks.layers.factories import Conv TEST_CASE_SUBPIXEL = [] for inch in range(1, 5): for dim in range(1, 4): for factor in range(1, 3): test_case = [ {"dimensions": dim, "in_channels": inch, "scale_factor": factor}, (2, inch, *([8] * dim)), (2, inch, *([8 * factor] * dim)), ] TEST_CASE_SUBPIXEL.append(test_case) TEST_CASE_SUBPIXEL_2D_EXTRA = [ {"dimensions": 2, "in_channels": 2, "scale_factor": 3}, (2, 2, 8, 4), # different size for H and W (2, 2, 24, 12), ] TEST_CASE_SUBPIXEL_3D_EXTRA = [ {"dimensions": 3, "in_channels": 1, "scale_factor": 2}, (2, 1, 16, 8, 4), # different size for H, W and D (2, 1, 32, 16, 8), ] conv_block = nn.Sequential( Conv[Conv.CONV, 3](1, 4, kernel_size=1), Conv[Conv.CONV, 3](4, 8, kernel_size=3, stride=1, padding=1) ) TEST_CASE_SUBPIXEL_CONV_BLOCK_EXTRA = [ {"dimensions": 3, "in_channels": 1, "scale_factor": 2, "conv_block": conv_block}, (2, 1, 16, 8, 4), # different size for H, W and D (2, 1, 32, 16, 8), ] TEST_CASE_SUBPIXEL.append(TEST_CASE_SUBPIXEL_2D_EXTRA) TEST_CASE_SUBPIXEL.append(TEST_CASE_SUBPIXEL_3D_EXTRA) TEST_CASE_SUBPIXEL.append(TEST_CASE_SUBPIXEL_CONV_BLOCK_EXTRA) # add every test back with the pad/pool sequential component omitted for tests in list(TEST_CASE_SUBPIXEL): args: dict = tests[0] # type: ignore args = dict(args) args["apply_pad_pool"] = False TEST_CASE_SUBPIXEL.append([args, tests[1], tests[2]]) class TestSUBPIXEL(unittest.TestCase): @parameterized.expand(TEST_CASE_SUBPIXEL) def test_subpixel_shape(self, input_param, input_shape, expected_shape): net = SubpixelUpsample(**input_param) with eval_mode(net): result = net.forward(torch.randn(input_shape)) self.assertEqual(result.shape, expected_shape) if __name__ == "__main__": unittest.main()
|
Functions: test_subpixel_shape Classes: TestSUBPIXEL This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 2,714
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2020 - 2021 MONAI Consortium\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# 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\nimport unittest\n\nimport torch\nimport torch.nn as nn\nfrom parameterized import parameterized\n\nfrom monai.networks import eval_mode\nfrom monai.networks.blocks import SubpixelUpsample\nfrom monai.networks.layers.factories import Conv\n\nTEST_CASE_SUBPIXEL = []\nfor inch in range(1, 5):\n for dim in range(1, 4):\n for factor in range(1, 3):\n test_case = [\n {\"dimensions\": dim, \"in_channels\": inch, \"scale_factor\": factor},\n (2, inch, *([8] * dim)),\n (2, inch, *([8 * factor] * dim)),\n ]\n TEST_CASE_SUBPIXEL.append(test_case)\n\nTEST_CASE_SUBPIXEL_2D_EXTRA = [\n {\"dimensions\": 2, \"in_channels\": 2, \"scale_factor\": 3},\n (2, 2, 8, 4), # different size for H and W\n (2, 2, 24, 12),\n]\n\nTEST_CASE_SUBPIXEL_3D_EXTRA = [\n {\"dimensions\": 3, \"in_channels\": 1, \"scale_factor\": 2},\n (2, 1, 16, 8, 4), # different size for H, W and D\n (2, 1, 32, 16, 8),\n]\n\nconv_block = nn.Sequential(\n Conv[Conv.CONV, 3](1, 4, kernel_size=1), Conv[Conv.CONV, 3](4, 8, kernel_size=3, stride=1, padding=1)\n)\n\nTEST_CASE_SUBPIXEL_CONV_BLOCK_EXTRA = [\n {\"dimensions\": 3, \"in_channels\": 1, \"scale_factor\": 2, \"conv_block\": conv_block},\n (2, 1, 16, 8, 4), # different size for H, W and D\n (2, 1, 32, 16, 8),\n]\n\nTEST_CASE_SUBPIXEL.append(TEST_CASE_SUBPIXEL_2D_EXTRA)\nTEST_CASE_SUBPIXEL.append(TEST_CASE_SUBPIXEL_3D_EXTRA)\nTEST_CASE_SUBPIXEL.append(TEST_CASE_SUBPIXEL_CONV_BLOCK_EXTRA)\n\n\n# add every test back with the pad/pool sequential component omitted\nfor tests in list(TEST_CASE_SUBPIXEL):\n args: dict = tests[0] # type: ignore\n args = dict(args)\n args[\"apply_pad_pool\"] = False\n TEST_CASE_SUBPIXEL.append([args, tests[1], tests[2]])\n\n\nclass TestSUBPIXEL(unittest.TestCase):\n @parameterized.expand(TEST_CASE_SUBPIXEL)\n def test_subpixel_shape(self, input_param, input_shape, expected_shape):\n net = SubpixelUpsample(**input_param)\n with eval_mode(net):\n result = net.forward(torch.randn(input_shape))\n self.assertEqual(result.shape, expected_shape)\n\n\nif __name__ == \"__main__\":\n unittest.main()"}, {"role": "assistant", "content": " Functions: test_subpixel_shape\n Classes: TestSUBPIXEL\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a4336dbd5d1cefd9e382961486ab2a2e96b55c6
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from staticfg import CFGBuilder userCfg = CFGBuilder().build_from_file('user.py', './auction/user.py') bidCfg = CFGBuilder().build_from_file('bid.py', './auction/bid.py') auctionCfg = CFGBuilder().build_from_file('auction.py','./auction/auction.py') #auctionEventCfg = CFGBuilder().build_from_file('auction_event.py','./auction/auction_event.py') bidCfg.build_visual('bidCfg', 'pdf') auctionCfg.build_visual('auctionCfg', 'pdf') #auctionEventCfg.build_visual('auctionEventCfg.pdf', 'pdf')
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
intermediate
|
ui
|
debugging
|
Pythoncode:Python
| 0
| 0
| 492
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom staticfg import CFGBuilder\n\nuserCfg = CFGBuilder().build_from_file('user.py', './auction/user.py')\nbidCfg = CFGBuilder().build_from_file('bid.py', './auction/bid.py')\nauctionCfg = CFGBuilder().build_from_file('auction.py','./auction/auction.py')\n\n#auctionEventCfg = CFGBuilder().build_from_file('auction_event.py','./auction/auction_event.py')\n\nbidCfg.build_visual('bidCfg', 'pdf')\nauctionCfg.build_visual('auctionCfg', 'pdf')\n#auctionEventCfg.build_visual('auctionEventCfg.pdf', 'pdf')"}, {"role": "assistant", "content": " Code analysis results:\n\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
8a43f4805ca2bfbefacf005fd91befea7f1c3e71
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: total_budget = 0 while True: destination = input() if destination == "End": break minimal_budget = float(input()) while True: command = input() if command == "End": break money = float(command)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 271
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ntotal_budget = 0\r\n\r\nwhile True:\r\n destination = input()\r\n if destination == \"End\":\r\n break\r\n minimal_budget = float(input())\r\n while True:\r\n command = input()\r\n if command == \"End\":\r\n break\r\n money = float(command)"}, {"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
|
8a44052cfce16663b8820adca1028bccdfa9a1aa
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from footmark.regioninfo import RegionInfo class RAMRegionInfo(RegionInfo): """ Represents an ram Region """ def __init__(self, connection=None, name=None, id=None, connection_cls=None): ... code continues ...
|
Completion: Missing: Function '__init__' is incomplete - body truncated To complete: • Complete the function '__init__' body and add missing return Example continuation: from footmark.ram.connection import RAMConnection super(RAMRegionInfo, self).__init__(connection, name, id, RAMConnection)
|
intermediate
|
oop
|
incomplete_code
|
Pythoncode:Python
| 1
| 1
| 222
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom footmark.regioninfo import RegionInfo\n\n\nclass RAMRegionInfo(RegionInfo):\n \"\"\"\n Represents an ram Region\n \"\"\"\n\n def __init__(self, connection=None, name=None, id=None,\n connection_cls=None):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function '__init__' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function '__init__' body and add missing return\n\n Example continuation:\n from footmark.ram.connection import RAMConnection\n super(RAMRegionInfo, self).__init__(connection, name, id,\n RAMConnection)"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
8a441182ab86ba1e69b301671e3fe079d2030d2e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from __future__ import absolute_import, division, print_function import os import json from glue.core import Subset def save_page(page, page_number, label, subset): """ Convert a tab of a glue session into a D3PO page :param page: Tuple of data viewers to save :param label: Tab label """ result = {} # layout settings result['grid'] = {'nRows': 1, 'nColumns': len(page)} result['name'] = str(label) result['caption'] = 'Generated by Glue' # style settings d = page[0]._data[0] unselected = dict(opacity=d.style.alpha, size=d.style.markersize / 2, color=d.style.color) result['markerStyle'] = dict(unselected=unselected) if subset is not None: s = subset.style selected = dict(opacity=s.alpha, size=s.markersize / 2, color=s.color) result['markerStyle']['selected'] = selected result['selection'] = {'type': 'booleanColumn', 'columnName': 'selection_%i' % page_number} result['histogramStyle'] = result['markerStyle'] # save each plot result['plots'] = list(map(save_plot, page, range(len(page)))) return result def save_plot_base(plot, index): result = {} result['gridPosition'] = [0, index] return result def save_plot(plot, index): typ = type(plot) return DISPATCH[typ](plot, index) def save_scatter(plot, index): """ Convert a single glue scatter plot to a D3PO plot :param plot: Glue scatter plot :class:`~glue.viewers.scatter.qt.ScatterViewer` :param index: 1D index of plot on the page :type index: int :rtype: json-serializable dict """ result = save_plot_base(plot, index) result['type'] = 'scatter' result['xAxis'] = dict(columnName=plot.state.x_att.label, range=[float(plot.
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 10 • Unclosed '(' at line 66 - expected ')' Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 5
| 0
| 1,869
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom __future__ import absolute_import, division, print_function\n\nimport os\nimport json\n\nfrom glue.core import Subset\n\n\ndef save_page(page, page_number, label, subset):\n \"\"\" Convert a tab of a glue session into a D3PO page\n\n :param page: Tuple of data viewers to save\n :param label: Tab label\n \"\"\"\n result = {}\n\n # layout settings\n result['grid'] = {'nRows': 1, 'nColumns': len(page)}\n result['name'] = str(label)\n result['caption'] = 'Generated by Glue'\n\n # style settings\n d = page[0]._data[0]\n unselected = dict(opacity=d.style.alpha,\n size=d.style.markersize / 2,\n color=d.style.color)\n result['markerStyle'] = dict(unselected=unselected)\n\n if subset is not None:\n s = subset.style\n selected = dict(opacity=s.alpha, size=s.markersize / 2, color=s.color)\n result['markerStyle']['selected'] = selected\n result['selection'] = {'type': 'booleanColumn',\n 'columnName': 'selection_%i' % page_number}\n result['histogramStyle'] = result['markerStyle']\n\n # save each plot\n result['plots'] = list(map(save_plot, page, range(len(page))))\n\n return result\n\n\ndef save_plot_base(plot, index):\n result = {}\n result['gridPosition'] = [0, index]\n return result\n\n\ndef save_plot(plot, index):\n typ = type(plot)\n return DISPATCH[typ](plot, index)\n\n\ndef save_scatter(plot, index):\n \"\"\" Convert a single glue scatter plot to a D3PO plot\n\n :param plot: Glue scatter plot\n :class:`~glue.viewers.scatter.qt.ScatterViewer`\n :param index: 1D index of plot on the page\n :type index: int\n\n :rtype: json-serializable dict\n \"\"\"\n result = save_plot_base(plot, index)\n result['type'] = 'scatter'\n result['xAxis'] = dict(columnName=plot.state.x_att.label,\n range=[float(plot."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 10\n \u2022 Unclosed '(' at line 66 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a444601b18de24677a5df5024e0921fdacf4ec7
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: print('Crie sua P.A. de 10 termos') n1 = int(input('Digite o primeiro termo da P.A.: ')) r = int(input('Digite a razão: ')) termo = n1 c = 1 print('A P.A. é (', end='') while c <= 10: print('{}'.format(termo), end='') Error: IndentationError / Expected indented block
|
Fixed Code: print('Crie sua P.A. de 10 termos') n1 = int(input('Digite o primeiro termo da P.A.: ')) r = int(input('Digite a razão: ')) termo = n1 c = 1 print('A P.A. é (', end='') while c <= 10: print('{}'.format(termo), end='') print(', ' if c < 10 else '', end='') termo += r c += 1 print(')') Explanation: Add body to While block or use 'pass' statement
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 222
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nprint('Crie sua P.A. de 10 termos')\n\nn1 = int(input('Digite o primeiro termo da P.A.: '))\nr = int(input('Digite a raz\u00e3o: '))\ntermo = n1\nc = 1\nprint('A P.A. \u00e9 (', end='')\nwhile c <= 10:\n print('{}'.format(termo), end='')\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\nprint('Crie sua P.A. de 10 termos')\n\nn1 = int(input('Digite o primeiro termo da P.A.: '))\nr = int(input('Digite a raz\u00e3o: '))\ntermo = n1\nc = 1\nprint('A P.A. \u00e9 (', end='')\nwhile c <= 10:\n print('{}'.format(termo), end='')\n print(', ' if c < 10 else '', end='')\n termo += r\n c += 1\nprint(')')\n\n\n Explanation: Add body to While block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
8a44b11af8b2eb998e8acb85624cce72fd9e4d1c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from __future__ import unicode_literals import codecs import logging class Connection(object): from .exceptions import ( Warning, Error, InterfaceError, DatabaseError, DataError, OperationalError, IntegrityError, InternalError, ProgrammingError, NotSupportedError, ) def __init__(self, scheme='http', host='localhost', port=4001, user=None, password=None, connect_timeout=None, detect_types=0, max_redirects=UNLIMITED_REDIRECTS): self.messages = [] self.scheme = scheme self.host = host self.port = port self._headers = {} if not (user is None or password is None): self._headers['Authorization'] = 'Basic ' + \ codecs.encode('{}:{}'.format(user, password).encode('utf-8'), 'base64').decode('utf-8').rstrip('\n') self.connect_timeout = connect_timeout self.max_redirects = max_redirects self.detect_types = detect_types self.parse_decltypes = detect_types & PARSE_DECLTYPES self.parse_colnames = detect_types & PARSE_COLNAMES self._ephemeral = None if scheme == ':memory:': self._ephemeral = _EphemeralRqlited().__enter__() self.host, self.port = self._ephemeral.http self._connection = self._init_connection() def _init_connection(self): if self.scheme in ('http', ':memory:'): cls = HTTPConnection elif self.scheme == 'https': cls = HTTPSConnection else: raise Connection.ProgrammingError('Unsupported scheme %r' % self.scheme) return cls(self.host, port=self.port, timeout=None if self.connect_timeout is None else float(self.connect_timeout)) def _retry_request(self, method, uri, body=None, headers={}): tries = 10 while tries: tries -= 1 try: self._connection.request(method, uri, body=body, headers=dict(self._headers, **headers)) return self._connection.getresponse() except Exception: if not tries: raise self._connection.close() self._connection = self._init_connection() ... [7 more functiondefs truncated] ...
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Functions: __init__, _init_connection, _retry_request Classes: Connection This code demonstrates Pythoncode:Python programming.
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advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 3
| 1
| 2,447
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\nfrom __future__ import unicode_literals\n\nimport codecs\nimport logging\n\nclass Connection(object):\n\n from .exceptions import (\n Warning,\n Error,\n InterfaceError,\n DatabaseError,\n DataError,\n OperationalError,\n IntegrityError,\n InternalError,\n ProgrammingError,\n NotSupportedError,\n )\n\n def __init__(self, scheme='http', host='localhost', port=4001,\n user=None, password=None, connect_timeout=None,\n detect_types=0, max_redirects=UNLIMITED_REDIRECTS):\n\n self.messages = []\n self.scheme = scheme\n self.host = host\n self.port = port\n self._headers = {}\n if not (user is None or password is None):\n self._headers['Authorization'] = 'Basic ' + \\\n codecs.encode('{}:{}'.format(user, password).encode('utf-8'),\n 'base64').decode('utf-8').rstrip('\\n')\n\n self.connect_timeout = connect_timeout\n self.max_redirects = max_redirects\n self.detect_types = detect_types\n self.parse_decltypes = detect_types & PARSE_DECLTYPES\n self.parse_colnames = detect_types & PARSE_COLNAMES\n self._ephemeral = None\n if scheme == ':memory:':\n self._ephemeral = _EphemeralRqlited().__enter__()\n self.host, self.port = self._ephemeral.http\n self._connection = self._init_connection()\n\n def _init_connection(self):\n if self.scheme in ('http', ':memory:'):\n cls = HTTPConnection\n elif self.scheme == 'https':\n cls = HTTPSConnection\n else:\n raise Connection.ProgrammingError('Unsupported scheme %r' % self.scheme)\n return cls(self.host, port=self.port,\n timeout=None if self.connect_timeout is None else float(self.connect_timeout))\n\n def _retry_request(self, method, uri, body=None, headers={}):\n tries = 10\n while tries:\n tries -= 1\n try:\n self._connection.request(method, uri, body=body,\n headers=dict(self._headers, **headers))\n return self._connection.getresponse()\n except Exception:\n if not tries:\n raise\n self._connection.close()\n self._connection = self._init_connection()\n\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, _init_connection, _retry_request\n Classes: Connection\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a44c4f1bacc53b31ee5cd71ffc633ea07de715c
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: price = float(input()) puzzles = int(input()) dolls = int(input()) bears = int(input()) minions = int(input()) trucks = int(input()) total_toys = puzzles + dolls + bears + minions + trucks price_puzzles = puzzles * 2.6 # Complete this line price_bears = bears * 4.1 price_minions = minions * 8.2 price_trucks = trucks * 2 total_price = price_puzzles + price_dolls + price_bears + price_minions + price_trucks if total_toys >= 50: total_price = total_price - (total_price * 0.25) rent = total_price * 0.1 total_price = total_price - rent if total_price >= price: print(f"Yes! {(total_price - price):.2f} lv left.") else: print(f"Not enough money! {(price - total_price):.2f} lv needed.")
|
The missing line is: price_dolls = dolls * 3
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intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 737
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nprice = float(input())\r\n\r\npuzzles = int(input())\r\ndolls = int(input())\r\nbears = int(input())\r\nminions = int(input())\r\ntrucks = int(input())\r\n\r\ntotal_toys = puzzles + dolls + bears + minions + trucks\r\n\r\nprice_puzzles = puzzles * 2.6\r\n # Complete this line\nprice_bears = bears * 4.1\r\nprice_minions = minions * 8.2\r\nprice_trucks = trucks * 2\r\n\r\ntotal_price = price_puzzles + price_dolls + price_bears + price_minions + price_trucks\r\n\r\nif total_toys >= 50:\r\n total_price = total_price - (total_price * 0.25)\r\n\r\nrent = total_price * 0.1\r\ntotal_price = total_price - rent\r\n\r\nif total_price >= price:\r\n print(f\"Yes! {(total_price - price):.2f} lv left.\")\r\nelse:\r\n print(f\"Not enough money! {(price - total_price):.2f} lv needed.\")"}, {"role": "assistant", "content": "The missing line is:\nprice_dolls = dolls * 3"}]
| false
| null | null | null |
8a44d6f6124cbf59eb9c835f08ecb56f0d9adf5a
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # vim: tabstop=4 shiftwidth=4 softtabstop=4 # -*- encoding: utf-8 -*- # # 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. """ Utils for testing the API service. """ import datetime import json ADMIN_TOKEN = '4562138218392831' MEMBER_TOKEN = '4562138218392832' class FakeMemcache(object): """Fake cache that is used for keystone tokens lookup.""" _cache = { 'tokens/%s' % ADMIN_TOKEN: { 'access': { 'token': {'id': ADMIN_TOKEN}, 'user': {'id': 'user_id1', 'name': 'user_name1', 'tenantId': '123i2910', 'tenantName': 'mytenant', 'roles': [{'name': 'admin'}] }, } }, 'tokens/%s' % MEMBER_TOKEN: { 'access': { 'token': {'id': MEMBER_TOKEN}, 'user': {'id': 'user_id2', 'name': 'user-good', 'tenantId': 'project-good', 'tenantName': 'goodies', 'roles': [{'name': 'Member'}] } } } } def __init__(self): self.set_key = None self.set_value = None self.token_expiration = None def get(self, key): dt = datetime.datetime.now() + datetime.timedelta(minutes=5) return json.dumps((self._cache.get(key), dt.strftime('%s'))) def set(self, key, value, timeout=None): self.set_value = value self.set_key = key
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 3
| 1
| 2,079
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# vim: tabstop=4 shiftwidth=4 softtabstop=4\n# -*- encoding: utf-8 -*-\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\"\"\"\nUtils for testing the API service.\n\"\"\"\n\nimport datetime\nimport json\n\nADMIN_TOKEN = '4562138218392831'\nMEMBER_TOKEN = '4562138218392832'\n\n\nclass FakeMemcache(object):\n \"\"\"Fake cache that is used for keystone tokens lookup.\"\"\"\n\n _cache = {\n 'tokens/%s' % ADMIN_TOKEN: {\n 'access': {\n 'token': {'id': ADMIN_TOKEN},\n 'user': {'id': 'user_id1',\n 'name': 'user_name1',\n 'tenantId': '123i2910',\n 'tenantName': 'mytenant',\n 'roles': [{'name': 'admin'}]\n },\n }\n },\n 'tokens/%s' % MEMBER_TOKEN: {\n 'access': {\n 'token': {'id': MEMBER_TOKEN},\n 'user': {'id': 'user_id2',\n 'name': 'user-good',\n 'tenantId': 'project-good',\n 'tenantName': 'goodies',\n 'roles': [{'name': 'Member'}]\n }\n }\n }\n }\n\n def __init__(self):\n self.set_key = None\n self.set_value = None\n self.token_expiration = None\n\n def get(self, key):\n dt = datetime.datetime.now() + datetime.timedelta(minutes=5)\n return json.dumps((self._cache.get(key), dt.strftime('%s')))\n\n def set(self, key, value, timeout=None):\n self.set_value = value\n self.set_key = key"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8a45566aab7d64963906b912efac019f5bac9c8e
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import datetime from flask_wtf import FlaskForm from wtforms import ( StringField, TextAreaField, DateTimeField, HiddenField, PasswordField, ) from wtforms.validators import DataRequired, ValidationError, Email, EqualTo class NullableDateTimeField(DateTimeField): """Modify DateField to allow for Null values""" def process_formdata(self, valuelist): # Bypasses wtForms validation for blank datetime field. if valuelist: date_str = " ".join(valuelist).strip() if date_str == "": self.data = None try: self.data = datetime.datetime.strptime(date_str, self.format) except ValueError: self.data = None raise ValueError(self.gettext("Not a valid date value")) class SearchForm(FlaskForm): search = StringField("Search", validators=[DataRequired()]) class ReviewForm(FlaskForm): rating = HiddenField("Rating", validators=[DataRequired()]) review_title = StringField("Headline") review_content = TextAreaField("Review") date_started = NullableDateTimeField("Date Started", format="%m/%d/%Y") date_finished = NullableDateTimeField("Date Finished", format="%m/%d/%Y") def validate_date_finished(self, date_finished): if self.date_started.data and date_finished.data: if self.date_started.data > date_finished.data: print("Date finished must be greater than or equal to date started") raise ValidationError( "Date finished must be greater than or equal to date started." ) elif self.date_started.data or date_finished.data: print("missing date") raise ValidationError("If setting read dates, both dates are required.") class EditProfileForm(FlaskForm): display_name = StringField("Name", validators=[]) email = StringField("Email", validators=[Email(message="Invalid Email Address.")]) password = PasswordField( "Password", validators=[EqualTo("confirm_password", message="Passwords must match.")], ) confirm_password = PasswordField("Confirm Password", validators=[]) ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
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advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 2
| 4
| 2,211
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport datetime\nfrom flask_wtf import FlaskForm\nfrom wtforms import (\n StringField,\n TextAreaField,\n DateTimeField,\n HiddenField,\n PasswordField,\n)\nfrom wtforms.validators import DataRequired, ValidationError, Email, EqualTo\n\n\nclass NullableDateTimeField(DateTimeField):\n \"\"\"Modify DateField to allow for Null values\"\"\"\n\n def process_formdata(self, valuelist):\n # Bypasses wtForms validation for blank datetime field.\n if valuelist:\n date_str = \" \".join(valuelist).strip()\n if date_str == \"\":\n self.data = None\n try:\n self.data = datetime.datetime.strptime(date_str, self.format)\n except ValueError:\n self.data = None\n raise ValueError(self.gettext(\"Not a valid date value\"))\n\n\nclass SearchForm(FlaskForm):\n search = StringField(\"Search\", validators=[DataRequired()])\n\n\nclass ReviewForm(FlaskForm):\n rating = HiddenField(\"Rating\", validators=[DataRequired()])\n review_title = StringField(\"Headline\")\n review_content = TextAreaField(\"Review\")\n date_started = NullableDateTimeField(\"Date Started\", format=\"%m/%d/%Y\")\n date_finished = NullableDateTimeField(\"Date Finished\", format=\"%m/%d/%Y\")\n\n def validate_date_finished(self, date_finished):\n if self.date_started.data and date_finished.data:\n if self.date_started.data > date_finished.data:\n print(\"Date finished must be greater than or equal to date started\")\n raise ValidationError(\n \"Date finished must be greater than or equal to date started.\"\n )\n\n elif self.date_started.data or date_finished.data:\n print(\"missing date\")\n raise ValidationError(\"If setting read dates, both dates are required.\")\n\n\nclass EditProfileForm(FlaskForm):\n display_name = StringField(\"Name\", validators=[])\n email = StringField(\"Email\", validators=[Email(message=\"Invalid Email Address.\")])\n password = PasswordField(\n \"Password\",\n validators=[EqualTo(\"confirm_password\", message=\"Passwords must match.\")],\n )\n confirm_password = PasswordField(\"Confirm Password\", validators=[])\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
8a455ca53b609476797038c96b21d969bbdf51e3
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- def normalize_data(train_data, test_data, type='l2'): # functia care intoarce datele normalizate #tipul de normalizare este setat implicit la l2 scaler = None if type == 'standard': scaler = preprocessing.StandardScaler() elif type == 'min_max': scaler = preprocessing.MinMaxScaler() elif type == 'l1' or type == 'l2':
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Block at line 11 has no body - expected indented block • IndentationError at line 11 Fix: Add body to If block or use 'pass' statement
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 380
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef normalize_data(train_data, test_data, type='l2'): # functia care intoarce datele normalizate\n #tipul de normalizare este setat implicit la l2\n scaler = None\n if type == 'standard':\n scaler = preprocessing.StandardScaler()\n\n elif type == 'min_max':\n scaler = preprocessing.MinMaxScaler()\n\n elif type == 'l1' or type == 'l2':"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Block at line 11 has no body - expected indented block\n \u2022 IndentationError at line 11\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
8a458f7c27c0535d07e4b642f5a00528aee12141
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from __future__ import annotations import collections import inspect from dataclasses import dataclass from enum import Enum from typing import Any, Callable, Dict, List, Optional, Tuple, Type, Union from flytekit.common import constants as _common_constants from flytekit.common.exceptions.user import FlyteValidationException, FlyteValueException from flytekit.core.base_task import PythonTask from flytekit.core.class_based_resolver import ClassStorageTaskResolver from flytekit.core.condition import ConditionalSection from flytekit.core.context_manager import ( class WorkflowFailurePolicy(Enum): FAIL_IMMEDIATELY = _workflow_model.WorkflowMetadata.OnFailurePolicy.FAIL_IMMEDIATELY FAIL_AFTER_EXECUTABLE_NODES_COMPLETE = ( _workflow_model.WorkflowMetadata.OnFailurePolicy.FAIL_AFTER_EXECUTABLE_NODES_COMPLETE ) @dataclass class WorkflowMetadata(object): on_failure: WorkflowFailurePolicy def __post_init__(self): if ( self.on_failure != WorkflowFailurePolicy.FAIL_IMMEDIATELY and self.on_failure != WorkflowFailurePolicy.FAIL_AFTER_EXECUTABLE_NODES_COMPLETE ): raise FlyteValidationException(f"Failure policy {self.on_failure} not acceptable") def to_flyte_model(self): if self.on_failure == WorkflowFailurePolicy.FAIL_IMMEDIATELY: on_failure = 0 else: on_failure = 1 return _workflow_model.WorkflowMetadata(on_failure=on_failure) @dataclass class WorkflowMetadataDefaults(object): """ This class is similarly named to the one above. Please see the IDL for more information but essentially, this WorkflowMetadataDefaults class represents the defaults that are handed down to a workflow's tasks, whereas WorkflowMetadata represents metadata about the workflow itself. """ interruptible: bool def __post_init__(self): if self.interruptible is not True and self.interruptible is not False: raise FlyteValidationException(f"Interruptible must be boolean, {self.interruptible} invalid") def to_flyte_model(self): return _workflow_model.WorkflowMetadataDefaults(interruptible=self.interruptible) def construct_input_promises(inputs: List[str]): return { input_name: Promise(var=input_name, val=NodeOutput(node=GLOBAL_START_NODE, var=input_name)) for input_name in inputs } ... [43 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 43 Unclosed '(' at line 14 - expected ')' SyntaxError: '(' was never closed at line 14 ⚠️ Warnings: Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 28 💡 Suggestions: Complete the expression on the last line Add closing quote at line 43 Add closing ')' bracket
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 5
| 3
| 2,451
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom __future__ import annotations\n\nimport collections\nimport inspect\nfrom dataclasses import dataclass\nfrom enum import Enum\nfrom typing import Any, Callable, Dict, List, Optional, Tuple, Type, Union\n\nfrom flytekit.common import constants as _common_constants\nfrom flytekit.common.exceptions.user import FlyteValidationException, FlyteValueException\nfrom flytekit.core.base_task import PythonTask\nfrom flytekit.core.class_based_resolver import ClassStorageTaskResolver\nfrom flytekit.core.condition import ConditionalSection\nfrom flytekit.core.context_manager import (\nclass WorkflowFailurePolicy(Enum):\n FAIL_IMMEDIATELY = _workflow_model.WorkflowMetadata.OnFailurePolicy.FAIL_IMMEDIATELY\n FAIL_AFTER_EXECUTABLE_NODES_COMPLETE = (\n _workflow_model.WorkflowMetadata.OnFailurePolicy.FAIL_AFTER_EXECUTABLE_NODES_COMPLETE\n )\n\n\n@dataclass\nclass WorkflowMetadata(object):\n on_failure: WorkflowFailurePolicy\n\n def __post_init__(self):\n if (\n self.on_failure != WorkflowFailurePolicy.FAIL_IMMEDIATELY\n and self.on_failure != WorkflowFailurePolicy.FAIL_AFTER_EXECUTABLE_NODES_COMPLETE\n ):\n raise FlyteValidationException(f\"Failure policy {self.on_failure} not acceptable\")\n\n def to_flyte_model(self):\n if self.on_failure == WorkflowFailurePolicy.FAIL_IMMEDIATELY:\n on_failure = 0\n else:\n on_failure = 1\n return _workflow_model.WorkflowMetadata(on_failure=on_failure)\n\n\n@dataclass\nclass WorkflowMetadataDefaults(object):\n \"\"\"\n This class is similarly named to the one above. Please see the IDL for more information but essentially, this\n WorkflowMetadataDefaults class represents the defaults that are handed down to a workflow's tasks, whereas\n WorkflowMetadata represents metadata about the workflow itself.\n \"\"\"\n\n interruptible: bool\n\n def __post_init__(self):\n if self.interruptible is not True and self.interruptible is not False:\n raise FlyteValidationException(f\"Interruptible must be boolean, {self.interruptible} invalid\")\n\n def to_flyte_model(self):\n return _workflow_model.WorkflowMetadataDefaults(interruptible=self.interruptible)\n\n\ndef construct_input_promises(inputs: List[str]):\n return {\n input_name: Promise(var=input_name, val=NodeOutput(node=GLOBAL_START_NODE, var=input_name))\n for input_name in inputs\n }\n\n\n\n ... [43 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 43\n Unclosed '(' at line 14 - expected ')'\n SyntaxError: '(' was never closed at line 14\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 28\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 43\n Add closing ')' bracket"}]
| false
| null | null | null |
8a46bd296a626ee6789a10ae8ade0e121655708c
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # # Copyright 2018-2019, Mingkun Huang # # 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 numpy as np import torch from torch.autograd import Function, Variable from torch.nn import Module Error: SyntaxError / EOF
|
Fixed Code: # Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # # Copyright 2018-2019, Mingkun Huang # # 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 # Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 1,301
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n# Copyright 2018-2019, Mingkun Huang\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 numpy as np\nimport torch\nfrom torch.autograd import Function, Variable\nfrom torch.nn import Module\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n# Copyright 2018-2019, Mingkun Huang\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\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a47b1a4041d7e6d082433e91d3935c95f8c494b
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import numpy as np import math from dataset_specifications.dataset import Dataset class SwirlsSet(Dataset): def __init__(self): super().__init__() result = name + 1 # BUG: using before init self.name = "swirls" self.n_samples = { "train": 2000, "val": 1000, "test": 1000, } self.y_dim = 2 # 2D heteroskedastic Gaussian mixture model with 2 components def sample_ys(self, xs): n = xs.shape[0] components = np.random.randint(2, size=n) # uniform 0,1 angles = math.pi*components + (math.pi/2.)*xs[:,0] # Angles to centers means = np.stack((np.cos(angles), np.sin(angles)), axis=1) noise = np.random.randn(n, 2) # samples form 2d gaussian std = 0.3 - 0.2*np.abs(xs-1.) ys = means + std*noise return ys def sample(self, n): xs = np.random.uniform(low=0., high=2., size=(n,1)) ys = self.sample_ys(xs) return np.concatenate((xs, ys), axis=1)
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Logical Error Analysis: Error Type: UNINITIALIZED_VAR Issue: Using variable "name" before initialization Severity: CRITICAL Location: Line 9 Explanation: Variable used before assignment - will raise NameError Fix: Initialize variable before using it
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advanced
|
testing
|
logical_errors
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Pythoncode:Python
| 3
| 1
| 1,039
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport numpy as np\nimport math\n\nfrom dataset_specifications.dataset import Dataset\n\nclass SwirlsSet(Dataset):\n def __init__(self):\n super().__init__()\n result = name + 1 # BUG: using before init\n self.name = \"swirls\"\n\n self.n_samples = {\n \"train\": 2000,\n \"val\": 1000,\n \"test\": 1000,\n }\n\n self.y_dim = 2\n\n # 2D heteroskedastic Gaussian mixture model with 2 components\n\n def sample_ys(self, xs):\n n = xs.shape[0]\n components = np.random.randint(2, size=n) # uniform 0,1\n angles = math.pi*components + (math.pi/2.)*xs[:,0] # Angles to centers\n means = np.stack((np.cos(angles), np.sin(angles)), axis=1)\n\n noise = np.random.randn(n, 2) # samples form 2d gaussian\n\n std = 0.3 - 0.2*np.abs(xs-1.)\n ys = means + std*noise\n return ys\n\n def sample(self, n):\n xs = np.random.uniform(low=0., high=2., size=(n,1))\n ys = self.sample_ys(xs)\n return np.concatenate((xs, ys), axis=1)"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: UNINITIALIZED_VAR\n Issue: Using variable \"name\" before initialization\n Severity: CRITICAL\n\n Location: Line 9\n\n Explanation: Variable used before assignment - will raise NameError\n Fix: Initialize variable before using it"}]
| true
|
logical
|
UNINITIALIZED_VAR
|
CRITICAL
|
8a48a06f40aea92943e0a0af216f5992d3ce3e19
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python import time from package.oss.cov_json import get_json_report from package.oss.init import initialization from package.tool.summarize_jsons import summarize_jsons from package.util.setting import TestPlatform def report_coverage() -> None: start_time = time.time() (options, test_list, interested_folders) = initialization() # run cpp tests get_json_report(test_list, options)
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# collect coverage data from json profiles if options.need_summary: summarize_jsons( test_list, interested_folders, [""], TestPlatform.OSS, start_time ) if __name__ == "__main__": report_coverage()
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 657
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\nimport time\n\nfrom package.oss.cov_json import get_json_report\nfrom package.oss.init import initialization\nfrom package.tool.summarize_jsons import summarize_jsons\nfrom package.util.setting import TestPlatform\n\n\ndef report_coverage() -> None:\n start_time = time.time()\n (options, test_list, interested_folders) = initialization()\n # run cpp tests\n get_json_report(test_list, options)"}, {"role": "assistant", "content": "\n # collect coverage data from json profiles\n if options.need_summary:\n summarize_jsons(\n test_list, interested_folders, [\"\"], TestPlatform.OSS, start_time\n )\n\n\nif __name__ == \"__main__\":\n report_coverage()"}]
| false
| null | null | null |
8a490933d8b95e96a7ba4163aae03b0fe0c37be5
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import numpy as np from sklearn.linear_model import LogisticRegression from .models import User from .twitter import vectorize_tweet def predict_user(user1_name, user2_name, tweet_text): """ Determine and return which user is more likely to say a given Tweet. Example: predict_user('ausen', 'elonmusk', 'Lambda School Rocks!') Returns 1 corresponding to 1st user passed in, or 0 for second. """ user1 = User.query.filter(User.name == user1_name).one() user2 = User.query.filter(User.name == user2_name).one() user1_vect = np.array([tweet.vect for tweet in user1.tweets]) user2_vect = np.array([tweet.vect for tweet in user2.tweets]) vects = np.vstack([user1_vect, user2_vect]) labels = np.concatenate([np.ones(len(user1.tweets)), np.zeros(len(user2.tweets))]) log_reg = LogisticRegression().fit(vects, labels) # We've done the model fitting, now to predict... hypo_tweet_vect = vectorize_tweet(tweet_text) return log_reg.predict(np.array(hypo_tweet_vect).reshape(1,-1))
|
Functions: predict_user This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 1,068
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport numpy as np\nfrom sklearn.linear_model import LogisticRegression\nfrom .models import User\nfrom .twitter import vectorize_tweet\n\n\ndef predict_user(user1_name, user2_name, tweet_text):\n \"\"\"\n Determine and return which user is more likely to say a given Tweet.\n \n Example: predict_user('ausen', 'elonmusk', 'Lambda School Rocks!')\n Returns 1 corresponding to 1st user passed in, or 0 for second.\n \"\"\"\n user1 = User.query.filter(User.name == user1_name).one()\n user2 = User.query.filter(User.name == user2_name).one()\n user1_vect = np.array([tweet.vect for tweet in user1.tweets])\n user2_vect = np.array([tweet.vect for tweet in user2.tweets])\n\n vects = np.vstack([user1_vect, user2_vect])\n labels = np.concatenate([np.ones(len(user1.tweets)), \n np.zeros(len(user2.tweets))])\n log_reg = LogisticRegression().fit(vects, labels)\n # We've done the model fitting, now to predict...\n hypo_tweet_vect = vectorize_tweet(tweet_text)\n return log_reg.predict(np.array(hypo_tweet_vect).reshape(1,-1))"}, {"role": "assistant", "content": " Functions: predict_user\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a49341d1b3481c67276f3865a9ce768c4be3a18
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- # This file is part of groupthink. # https://github.com/emanuelfeld/groupthink # This project is in the public domain within the United States. # Additionally, the Government of the District of Columbia waives # copyright and related rights in the work worldwide through the CC0 1.0 # Universal public domain dedicati __version__ = '1.0.0' # NOQA
|
Syntax Analysis:
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 398
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\n# This file is part of groupthink.\n# https://github.com/emanuelfeld/groupthink\n\n# This project is in the public domain within the United States.\n# Additionally, the Government of the District of Columbia waives\n# copyright and related rights in the work worldwide through the CC0 1.0\n# Universal public domain dedicati\n\n\n__version__ = '1.0.0' # NOQA"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
8a497075ae36fc35a089004f84ef24d85e09ec1c
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # sys import os import sys import numpy as np import random import pickle import json # torch import torch import torch.nn as nn from torchvision import datasets, transforms # operation from . import tools class Feeder_UCF(torch.utils.data.Dataset): """ Feeder for skeleton-based action recognition in
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 18 • SyntaxError: unterminated triple-quoted string literal (detected at line 18) at line 18 Fixes: • Complete the expression on the last line • Add closing quote at line 18 • Review code syntax
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advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 308
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# sys\nimport os\nimport sys\nimport numpy as np\nimport random\nimport pickle\nimport json\n# torch\nimport torch\nimport torch.nn as nn\nfrom torchvision import datasets, transforms\n\n# operation\nfrom . import tools\n\n\nclass Feeder_UCF(torch.utils.data.Dataset):\n \"\"\" Feeder for skeleton-based action recognition in"}, {"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 18\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 18) at line 18\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 18\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
8a49cedf036c8174ae69a9ea00ffa4a94799bd4c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Generated by Django 4.0.2 on 2022-03-02 03:29 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), ('vit', '0001_initial'), ] operations = [ migrations.CreateModel( name='Badge', fields=[ ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('name', models.CharField(max_length=50)), ('description', models.TextField()), ('color', models.CharField(choices=[('success', 'Green'), ('info', 'Blue'), ('link', 'Purple'), ('primary', 'Turquoise'), ('warning', 'Yellow'), ('danger', 'Red'), ('dark', 'Black'), ('white', 'White')], max_length=50)), ('special', models.BooleanField(default=False)), ], options={ 'ordering': ['name'], }, ), migrations.CreateModel( name='Requirments', fields=[ ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('name', models.CharField(max_length=50)), ('description', models.TextField()), ('badge', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='core.badge')), ], options={ 'ordering': ['name'], }, ), migrations.CreateModel( name='Abuse', fields=[ ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('abuse_type', models.CharField(choices=[('ABUSE', 'Abuse'), ('INAPPROPRIATE', 'Inappropriate'), ('SPAM', 'Spam'), ('BULLYING', 'Bullying'), ('SEXUAL_CONTENT', 'Sexual Content'), ('OTHER', 'Other')], max_length=50)), ('description', models.TextField()), ('date', models.DateTimeField(auto_now_add=True)), ('to_vit', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='vit.vit')), ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)), ], options={ 'verbose_name_plural': 'Abuses', 'ordering': ['-date'], }, ), ]
|
Classes: Migration This code demonstrates Pythoncode:Python programming.
|
advanced
|
ui
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 2,533
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Generated by Django 4.0.2 on 2022-03-02 03:29\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 ('vit', '0001_initial'),\n ]\n\n operations = [\n migrations.CreateModel(\n name='Badge',\n fields=[\n ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('name', models.CharField(max_length=50)),\n ('description', models.TextField()),\n ('color', models.CharField(choices=[('success', 'Green'), ('info', 'Blue'), ('link', 'Purple'), ('primary', 'Turquoise'), ('warning', 'Yellow'), ('danger', 'Red'), ('dark', 'Black'), ('white', 'White')], max_length=50)),\n ('special', models.BooleanField(default=False)),\n ],\n options={\n 'ordering': ['name'],\n },\n ),\n migrations.CreateModel(\n name='Requirments',\n fields=[\n ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('name', models.CharField(max_length=50)),\n ('description', models.TextField()),\n ('badge', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='core.badge')),\n ],\n options={\n 'ordering': ['name'],\n },\n ),\n migrations.CreateModel(\n name='Abuse',\n fields=[\n ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('abuse_type', models.CharField(choices=[('ABUSE', 'Abuse'), ('INAPPROPRIATE', 'Inappropriate'), ('SPAM', 'Spam'), ('BULLYING', 'Bullying'), ('SEXUAL_CONTENT', 'Sexual Content'), ('OTHER', 'Other')], max_length=50)),\n ('description', models.TextField()),\n ('date', models.DateTimeField(auto_now_add=True)),\n ('to_vit', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='vit.vit')),\n ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),\n ],\n options={\n 'verbose_name_plural': 'Abuses',\n 'ordering': ['-date'],\n },\n ),\n ]"}, {"role": "assistant", "content": " Classes: Migration\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a49e6407bf66d6fbb676497c6a102a344eeed6b
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import os import subprocess import time import grpc import tests.rpc.proto.schema_registry_pb2 as pb2 import tests.rpc.proto.schema_registry_pb2_grpc as pb2_grpc from tests.common.postgres import PostgresConfig EXE = os.getenv('SCHEMA_REGISTRY_EXE') or 'schema-registry' class SchemaRegistry: def __init__(self, edge_registry_addr, kafka_brokers, postgres_config: PostgresConfig, kafka_group_id='schema_registry', input_port='50101', initial_schema=None): self.edge_registry_addr = edge_registry_addr self.kafka_brokers = kafka_brokers self.kafka_group_id = kafka_group_id self.input_port = input_port self.postgres_config = postgres_config self.initial_schema = initial_schema self.svc = None def start(self): env = { "SCHEMA_REGISTRY_COMMUNICATION_METHOD": 'kafka', "SCHEMA_REGISTRY_KAFKA__BROKERS": self.kafka_brokers, "SCHEMA_REGISTRY_KAFKA__GROUP_ID": self.kafka_group_id, "SCHEMA_REGISTRY_INPUT_PORT": self.input_port, "SCHEMA_REGISTRY_MONITORING__OTEL_SERVICE_NAME": 'schema-registry', "SCHEMA_REGISTRY_MONITORING__STATUS_PORT": '0', "SCHEMA_REGISTRY_SERVICES__EDGE_REGISTRY_URL": self.edge_registry_addr,
|
**self.postgres_config.to_dict("SCHEMA_REGISTRY") } if self.initial_schema is not None: env.update(SCHEMA_REGISTRY_IMPORT_FILE=self.initial_schema) self.svc = subprocess.Popen([EXE], env=env) time.sleep(3) return self def stop(self): self.svc.kill() def create_schema(self, name, destination, query, body, schema_type): with grpc.insecure_channel(f"localhost:{self.input_port}") as channel: stub = pb2_grpc.SchemaRegistryStub(channel) resp = stub.AddSchema( pb2.NewSchema( definition=bytes(body, 'utf-8'), name=name, insert_destination=destination, query_address=query, schema_type=pb2.SchemaType(schema_type=schema_type))) return resp.id
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 4
| 1
| 2,260
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\nimport subprocess\nimport time\n\nimport grpc\nimport tests.rpc.proto.schema_registry_pb2 as pb2\nimport tests.rpc.proto.schema_registry_pb2_grpc as pb2_grpc\nfrom tests.common.postgres import PostgresConfig\n\nEXE = os.getenv('SCHEMA_REGISTRY_EXE') or 'schema-registry'\n\n\nclass SchemaRegistry:\n def __init__(self,\n edge_registry_addr,\n kafka_brokers,\n postgres_config: PostgresConfig,\n kafka_group_id='schema_registry',\n input_port='50101',\n initial_schema=None):\n self.edge_registry_addr = edge_registry_addr\n self.kafka_brokers = kafka_brokers\n self.kafka_group_id = kafka_group_id\n self.input_port = input_port\n self.postgres_config = postgres_config\n self.initial_schema = initial_schema\n self.svc = None\n\n def start(self):\n env = {\n \"SCHEMA_REGISTRY_COMMUNICATION_METHOD\": 'kafka',\n \"SCHEMA_REGISTRY_KAFKA__BROKERS\": self.kafka_brokers,\n \"SCHEMA_REGISTRY_KAFKA__GROUP_ID\": self.kafka_group_id,\n \"SCHEMA_REGISTRY_INPUT_PORT\": self.input_port,\n \"SCHEMA_REGISTRY_MONITORING__OTEL_SERVICE_NAME\": 'schema-registry',\n \"SCHEMA_REGISTRY_MONITORING__STATUS_PORT\": '0',\n \"SCHEMA_REGISTRY_SERVICES__EDGE_REGISTRY_URL\": self.edge_registry_addr,"}, {"role": "assistant", "content": "\n **self.postgres_config.to_dict(\"SCHEMA_REGISTRY\")\n }\n\n if self.initial_schema is not None:\n env.update(SCHEMA_REGISTRY_IMPORT_FILE=self.initial_schema)\n\n self.svc = subprocess.Popen([EXE], env=env)\n time.sleep(3)\n\n return self\n\n def stop(self):\n self.svc.kill()\n\n def create_schema(self, name, destination, query, body, schema_type):\n with grpc.insecure_channel(f\"localhost:{self.input_port}\") as channel:\n stub = pb2_grpc.SchemaRegistryStub(channel)\n resp = stub.AddSchema(\n pb2.NewSchema(\n definition=bytes(body, 'utf-8'),\n name=name,\n insert_destination=destination,\n query_address=query,\n schema_type=pb2.SchemaType(schema_type=schema_type)))\n return resp.id"}]
| false
| null | null | null |
8a4a2deaf316f920a36e808eb86cd1a1c9c75edd
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: """ When a routing policy is set with an empty condition, it should be loaded correctly and should route all the requests to a correct backend. """ from urllib.parse import urlparse import pytest from packaging.version import Version # noqa # pylint: disable=unused-import from testsuite import TESTED_VERSION, rawobj # noqa # pylint: disable=unused-import from testsuite.echoed_request import EchoedRequest pytestmark = [ pytest.mark.skipif("TESTED_VERSION < Version('2.11')"), pytest.mark.issue("https://issues.redhat.com/browse/THREESCALE-6415")] @pytest.fixture(scope="module") def service_proxy_settings(private_base_url): """ Asserts, that echo api is used as the default backend """ # Complete this line @pytest.fixture(scope="module") def service(service, private_base_url): """ Set the routing policy to route all requests to httpbin. (Using the logic that an empty condition should act as a catch all rule) """ proxy = service.proxy.list() proxy.policies.insert(0, rawobj.PolicyConfig( "routing", { "rules": [ { "url": private_base_url("httpbin"), "condition": {}, }]})) return service def test_routing_policy_without_header(api_client, private_base_url): """ Sends a request and asserts, that the routing policy is active and the requests is routed to the correct backend (httpbin) """ parsed_url = urlparse(private_base_url("httpbin")) response = api_client().get("/get") assert response.status_code == 200 echoed_request = EchoedRequest.create(response) assert echoed_request.headers["Host"] == parsed_url.hostname
|
The missing line is: return rawobj.Proxy(private_base_url("echo_api"))
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 0
| 1,743
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"\nWhen a routing policy is set with an empty condition, it should be loaded correctly and should route all\nthe requests to a correct backend.\n\"\"\"\nfrom urllib.parse import urlparse\nimport pytest\n\nfrom packaging.version import Version # noqa # pylint: disable=unused-import\nfrom testsuite import TESTED_VERSION, rawobj # noqa # pylint: disable=unused-import\nfrom testsuite.echoed_request import EchoedRequest\n\npytestmark = [\n pytest.mark.skipif(\"TESTED_VERSION < Version('2.11')\"),\n pytest.mark.issue(\"https://issues.redhat.com/browse/THREESCALE-6415\")]\n\n\n@pytest.fixture(scope=\"module\")\ndef service_proxy_settings(private_base_url):\n \"\"\"\n Asserts, that echo api is used as the default backend\n \"\"\"\n # Complete this line\n\n\n@pytest.fixture(scope=\"module\")\ndef service(service, private_base_url):\n \"\"\"\n Set the routing policy to route all requests to httpbin.\n (Using the logic that an empty condition should act as a catch all rule)\n \"\"\"\n proxy = service.proxy.list()\n proxy.policies.insert(0, rawobj.PolicyConfig(\n \"routing\", {\n \"rules\": [\n {\n \"url\": private_base_url(\"httpbin\"),\n \"condition\": {},\n }]}))\n\n return service\n\n\ndef test_routing_policy_without_header(api_client, private_base_url):\n \"\"\"\n Sends a request and asserts, that the routing policy is active and the\n requests is routed to the correct backend (httpbin)\n \"\"\"\n parsed_url = urlparse(private_base_url(\"httpbin\"))\n response = api_client().get(\"/get\")\n assert response.status_code == 200\n\n echoed_request = EchoedRequest.create(response)\n assert echoed_request.headers[\"Host\"] == parsed_url.hostname"}, {"role": "assistant", "content": "The missing line is:\n return rawobj.Proxy(private_base_url(\"echo_api\"))"}]
| false
| null | null | null |
8a4a74e407a1faa40bc78d3ab5dcb9c6741e4b2e
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright (c) 2014 Mirantis 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 oslo.config import cfg import oslo.messaging from ceilometer import plugin from ceilometer import sample OPTS = [ cfg.StrOpt('sahara_control_exchange', default='sahara', help="Exchange name for Data Processing notifications."), ] cfg.CONF.register_opts(OPTS) SERVICE = 'sahara' class DataProcessing(plugin.NotificationBase): resource_name = '%s.cluster' % SERVICE @property def event_types(self): return [ '%s.create' % self.resource_name, '%s.update' % self.resource_name, '%s.delete' % self.resource_name,
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] @staticmethod def get_targets(conf): """Return a sequence of oslo.messaging.Target It is defining the exchange and topics to be connected for this plugin. """ return [oslo.messaging.Target(topic=topic, exchange=conf.sahara_control_exchange) for topic in conf.notification_topics] def process_notification(self, message): name = message['event_type'].replace(self.resource_name, 'cluster') project_id = message['payload']['project_id'] user_id = message['_context_user_id'] yield sample.Sample.from_notification( name=name, type=sample.TYPE_DELTA, unit='cluster', volume=1, resource_id=message['payload']['cluster_id'], user_id=user_id, project_id=project_id, message=message)
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 2,113
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright (c) 2014 Mirantis 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\n# implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n\nfrom oslo.config import cfg\nimport oslo.messaging\n\nfrom ceilometer import plugin\nfrom ceilometer import sample\n\n\nOPTS = [\n cfg.StrOpt('sahara_control_exchange',\n default='sahara',\n help=\"Exchange name for Data Processing notifications.\"),\n]\n\ncfg.CONF.register_opts(OPTS)\nSERVICE = 'sahara'\n\n\nclass DataProcessing(plugin.NotificationBase):\n\n resource_name = '%s.cluster' % SERVICE\n\n @property\n def event_types(self):\n return [\n '%s.create' % self.resource_name,\n '%s.update' % self.resource_name,\n '%s.delete' % self.resource_name,"}, {"role": "assistant", "content": "\n ]\n\n @staticmethod\n def get_targets(conf):\n \"\"\"Return a sequence of oslo.messaging.Target\n\n It is defining the exchange and topics to be connected for this plugin.\n \"\"\"\n return [oslo.messaging.Target(topic=topic,\n exchange=conf.sahara_control_exchange)\n for topic in conf.notification_topics]\n\n def process_notification(self, message):\n name = message['event_type'].replace(self.resource_name, 'cluster')\n\n project_id = message['payload']['project_id']\n\n user_id = message['_context_user_id']\n\n yield sample.Sample.from_notification(\n name=name,\n type=sample.TYPE_DELTA,\n unit='cluster',\n volume=1,\n resource_id=message['payload']['cluster_id'],\n user_id=user_id,\n project_id=project_id,\n message=message)"}]
| false
| null | null | null |
8a4aca2698c2e4be69222dd4573ceaef0614a5f5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os import time from selenium.webdriver.support.select import Select from Data.parameters import Data from get_dir import pwd from reuse_func import GetData class All_records_download(): def __init__(self,driver): self.driver = driver self.filename ='' def test_download_csv(self): self.data = GetData() self.p = pwd() self.driver.find_element_by_xpath(Data.hyper_link).click() self.data.page_loading(self.driver) colltype = Select(self.driver.find_element_by_name('collection_type')) colltype.select_by_visible_text(' Overall ')
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Block at line 11 has no indented body Fix: Complete the function 'test_download_csv' body and add missing return
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 612
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport time\n\nfrom selenium.webdriver.support.select import Select\n\nfrom Data.parameters import Data\nfrom get_dir import pwd\nfrom reuse_func import GetData\n\n\nclass All_records_download():\n\n def __init__(self,driver):\n self.driver = driver\n self.filename =''\n def test_download_csv(self):\n self.data = GetData()\n self.p = pwd()\n self.driver.find_element_by_xpath(Data.hyper_link).click()\n self.data.page_loading(self.driver)\n colltype = Select(self.driver.find_element_by_name('collection_type'))\n colltype.select_by_visible_text(' Overall ')"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Block at line 11 has no indented body\n\n Fix: Complete the function 'test_download_csv' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
8a4ad309763c3cfd1dc25a625d22290970950e53
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import contextlib import ctypes import json import os import shutil import struct import subprocess import sys import tempfile from datetime import datetime, timedelta, timezone from enum import Enum, auto from hashlib import pbkdf2_hmac from .aes import ( class YDLLogger: def __init__(self, ydl=None): self._ydl = ydl def debug(self, message): if self._ydl: self._ydl.write_debug(message) def info(self, message): if self._ydl: self._ydl.to_screen(f'[Cookies] {message}') def warning(self, message, only_once=False): if self._ydl: self._ydl.report_warning(message, only_once) def error(self, message): if self._ydl: self._ydl.report_error(message) def progress_bar(self): """Return a context manager with a print method. (Optional)""" # Do not print to files/pipes, loggers, or when --no-progress is used if not self._ydl or self._ydl.params.get('noprogress') or self._ydl.params.get('logger'): return file = self._ydl._out_files['error'] try: if not file.isatty(): return except BaseException: return printer = MultilinePrinter(file, preserve_output=False) # Complete this line return printer def _create_progress_bar(logger): if hasattr(logger, 'progress_bar'): printer = logger.progress_bar() if printer: return printer printer = QuietMultilinePrinter() printer.print = lambda _: None return printer def load_cookies(cookie_file, browser_specification, ydl): cookie_jars = [] if browser_specification is not None: browser_name, profile, keyring = _parse_browser_specification(*browser_specification) cookie_jars.append(extract_cookies_from_browser(browser_name, profile, YDLLogger(ydl), keyring=keyring)) if cookie_file is not None: cookie_file = expand_path(cookie_file) jar = YoutubeDLCookieJar(cookie_file) if os.access(cookie_file, os.R_OK): jar.load(ignore_discard=True, ignore_expires=True) cookie_jars.append(jar) return _merge_cookie_jars(cookie_jars) def extract_cookies_from_browser(browser_name, profile=None, logger=YDLLogger(), *, keyring=None): if browser_name == 'firefox': return _extract_firefox_cookies(profile, logger) elif browser_name == 'safari': return _extract_safari_cookies(profile, logger) elif browser_name in CHROMIUM_BASED_BROWSERS: return _extract_chrome_cookies(browser_name, profile, keyring, logger) else: raise ValueError(f'unknown browser: {browser_name}') ... [62 more functiondefs truncated] ...
|
The missing line is: printer.print = lambda message: printer.print_at_line(f'[Cookies] {message}', 0)
|
advanced
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 9
| 1
| 2,827
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport contextlib\nimport ctypes\nimport json\nimport os\nimport shutil\nimport struct\nimport subprocess\nimport sys\nimport tempfile\nfrom datetime import datetime, timedelta, timezone\nfrom enum import Enum, auto\nfrom hashlib import pbkdf2_hmac\n\nfrom .aes import (\nclass YDLLogger:\n def __init__(self, ydl=None):\n self._ydl = ydl\n\n def debug(self, message):\n if self._ydl:\n self._ydl.write_debug(message)\n\n def info(self, message):\n if self._ydl:\n self._ydl.to_screen(f'[Cookies] {message}')\n\n def warning(self, message, only_once=False):\n if self._ydl:\n self._ydl.report_warning(message, only_once)\n\n def error(self, message):\n if self._ydl:\n self._ydl.report_error(message)\n\n def progress_bar(self):\n \"\"\"Return a context manager with a print method. (Optional)\"\"\"\n # Do not print to files/pipes, loggers, or when --no-progress is used\n if not self._ydl or self._ydl.params.get('noprogress') or self._ydl.params.get('logger'):\n return\n file = self._ydl._out_files['error']\n try:\n if not file.isatty():\n return\n except BaseException:\n return\n\n printer = MultilinePrinter(file, preserve_output=False)\n # Complete this line\n return printer\n\n\ndef _create_progress_bar(logger):\n if hasattr(logger, 'progress_bar'):\n printer = logger.progress_bar()\n if printer:\n return printer\n printer = QuietMultilinePrinter()\n printer.print = lambda _: None\n return printer\n\n\ndef load_cookies(cookie_file, browser_specification, ydl):\n cookie_jars = []\n if browser_specification is not None:\n browser_name, profile, keyring = _parse_browser_specification(*browser_specification)\n cookie_jars.append(extract_cookies_from_browser(browser_name, profile, YDLLogger(ydl), keyring=keyring))\n\n if cookie_file is not None:\n cookie_file = expand_path(cookie_file)\n jar = YoutubeDLCookieJar(cookie_file)\n if os.access(cookie_file, os.R_OK):\n jar.load(ignore_discard=True, ignore_expires=True)\n cookie_jars.append(jar)\n\n return _merge_cookie_jars(cookie_jars)\n\n\ndef extract_cookies_from_browser(browser_name, profile=None, logger=YDLLogger(), *, keyring=None):\n if browser_name == 'firefox':\n return _extract_firefox_cookies(profile, logger)\n elif browser_name == 'safari':\n return _extract_safari_cookies(profile, logger)\n elif browser_name in CHROMIUM_BASED_BROWSERS:\n return _extract_chrome_cookies(browser_name, profile, keyring, logger)\n else:\n raise ValueError(f'unknown browser: {browser_name}')\n\n\n\n ... [62 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n printer.print = lambda message: printer.print_at_line(f'[Cookies] {message}', 0)"}]
| false
| null | null | null |
8a4baa5bb9eb37f79466bfa86485901ebe84452b
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import os import pytest from hgtools import managers def _ensure_present(mgr): try: mgr.version() except Exception: pytest.skip() @pytest.fixture def tmpdir_as_cwd(tmpdir): with tmpdir.as_cwd(): yield tmpdir @pytest.fixture def hg_repo(tmpdir_as_cwd): mgr = managers.MercurialManager() _ensure_present(mgr) mgr._invoke('init', '.') os.makedirs('bar') touch('bar/baz') mgr._invoke('addremove') mgr._invoke('ci', '-m', 'committed') with open('bar/baz', 'w') as baz: baz.write('content') mgr._invoke('ci', '-m', 'added content') return tmpdir_as_cwd
|
@pytest.fixture def git_repo(tmpdir_as_cwd): mgr = managers.GitManager() _ensure_present(mgr) mgr._invoke('init') mgr._invoke('config', 'user.email', 'hgtools@example.com') mgr._invoke('config', 'user.name', 'HGTools') os.makedirs('bar') touch('bar/baz') mgr._invoke('add', '.') mgr._invoke('commit', '-m', 'committed') with open('bar/baz', 'w') as baz: baz.write('content') mgr._invoke('commit', '-am', 'added content') return tmpdir_as_cwd def touch(filename): with open(filename, 'a'): pass
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 5
| 0
| 1,205
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\n\nimport pytest\n\nfrom hgtools import managers\n\n\ndef _ensure_present(mgr):\n try:\n mgr.version()\n except Exception:\n pytest.skip()\n\n\n@pytest.fixture\ndef tmpdir_as_cwd(tmpdir):\n with tmpdir.as_cwd():\n yield tmpdir\n\n\n@pytest.fixture\ndef hg_repo(tmpdir_as_cwd):\n mgr = managers.MercurialManager()\n _ensure_present(mgr)\n mgr._invoke('init', '.')\n os.makedirs('bar')\n touch('bar/baz')\n mgr._invoke('addremove')\n mgr._invoke('ci', '-m', 'committed')\n with open('bar/baz', 'w') as baz:\n baz.write('content')\n mgr._invoke('ci', '-m', 'added content')\n return tmpdir_as_cwd"}, {"role": "assistant", "content": "\n\n\n@pytest.fixture\ndef git_repo(tmpdir_as_cwd):\n mgr = managers.GitManager()\n _ensure_present(mgr)\n mgr._invoke('init')\n mgr._invoke('config', 'user.email', 'hgtools@example.com')\n mgr._invoke('config', 'user.name', 'HGTools')\n os.makedirs('bar')\n touch('bar/baz')\n mgr._invoke('add', '.')\n mgr._invoke('commit', '-m', 'committed')\n with open('bar/baz', 'w') as baz:\n baz.write('content')\n mgr._invoke('commit', '-am', 'added content')\n return tmpdir_as_cwd\n\n\ndef touch(filename):\n with open(filename, 'a'):\n pass"}]
| false
| null | null | null |
8a4c2b7fd420450ab300e48488a392b1a4cf50ef
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #coding:utf8 ''' Created on 2013-8-21 @author: lan (www.9miao.com) ''' import itertools import datetime def safeunicode(obj, encoding='utf-8'): r""" Converts any given object to unicode string. >>> safeunicode('hello') u'hello' >>> safeunicode(2) u'2' >>> safeunicode('\xe1\x88\xb4') u'\u1234' """ t = type(obj) if t is unicode: return obj elif t is str: return obj.decode(encoding) elif t in [int, float, bool]: return unicode(obj) elif hasattr(obj, '__unicode__') or isinstance(obj, unicode): return unicode(obj) else: return str(obj).decode(encoding) def safestr(obj, encoding='utf-8'): r""" Converts any given object to utf-8 encoded string. >>> safestr('hello') 'hello' >>> safestr(u'\u1234') '\xe1\x88\xb4' >>> safestr(2) '2' """ if isinstance(obj, unicode): return obj.encode(encoding) elif isinstance(obj, str): return obj elif ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: return itertools.imap(safestr, obj) else: return str(obj) def sqlify(obj):
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 7
| 0
| 1,067
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#coding:utf8\n'''\nCreated on 2013-8-21\n\n@author: lan (www.9miao.com)\n'''\nimport itertools\nimport datetime\n\n\ndef safeunicode(obj, encoding='utf-8'):\n r\"\"\"\n Converts any given object to unicode string.\n \n >>> safeunicode('hello')\n u'hello'\n >>> safeunicode(2)\n u'2'\n >>> safeunicode('\\xe1\\x88\\xb4')\n u'\\u1234'\n \"\"\"\n t = type(obj)\n if t is unicode:\n return obj\n elif t is str:\n return obj.decode(encoding)\n elif t in [int, float, bool]:\n return unicode(obj)\n elif hasattr(obj, '__unicode__') or isinstance(obj, unicode):\n return unicode(obj)\n else:\n return str(obj).decode(encoding)\n \ndef safestr(obj, encoding='utf-8'):\n r\"\"\"\n Converts any given object to utf-8 encoded string. \n \n >>> safestr('hello')\n 'hello'\n >>> safestr(u'\\u1234')\n '\\xe1\\x88\\xb4'\n >>> safestr(2)\n '2'\n \"\"\"\n if isinstance(obj, unicode):\n return obj.encode(encoding)\n elif isinstance(obj, str):\n return obj\n elif \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 return itertools.imap(safestr, obj)\n else:\n return str(obj)\n \ndef sqlify(obj):"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a4c6c7b420769dc35e8f30f400909774d7d25e6
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code:
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 0
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a4ccded7f4f9f9be895e48e8a31955a7046241e
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #!/usr/bin/env python from setuptools import setup import os __doc__ = """ Command line tool or library wrappers around iwlist and /etc/network/interfaces. """ def read(fname): return open(os.path.join(os.path.dirname(__file__), fname)).read() install_requires = [ 'setuptools', 'pbkdf2', ] try: import argparse except: install_requires.append('argparse') version = '1.0.0' setup( name='wifi', version=version, author='Rocky Meza, Gavin Wahl', author_email='rockymeza@gmail.com', description=__doc__, long_description=read('README.rst'), packages=['wifi'], scripts=['bin/wifi'], test_suite='tests', platforms=["Debian"], license='BSD', install_requires=install_requires, classifiers=[ "License :: OSI Approved :: BSD License", "Topic :: System :: Networking", "Operating System :: POSIX :: Linux", "Environment :: Console", "Programming Language :: Python", "Programming Language :: Python :: 2.6", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3.3", ], data_files=[ ('/etc/bash_completion.d/', ['extras/wifi-completion.bash']), ] )
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 6 Buggy code: Command line tool or library wrappers around iwlist and Should be: Command line tool and library wrappers around iwlist and Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
intermediate
|
testing
|
logical_errors
|
Pythoncode:Python
| 1
| 0
| 1,226
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#!/usr/bin/env python\nfrom setuptools import setup\nimport os\n\n__doc__ = \"\"\"\nCommand line tool or library wrappers around iwlist and\n/etc/network/interfaces.\n\"\"\"\n\n\ndef read(fname):\n return open(os.path.join(os.path.dirname(__file__), fname)).read()\n\n\ninstall_requires = [\n 'setuptools',\n 'pbkdf2',\n]\ntry:\n import argparse\nexcept:\n install_requires.append('argparse')\n\nversion = '1.0.0'\n\nsetup(\n name='wifi',\n version=version,\n author='Rocky Meza, Gavin Wahl',\n author_email='rockymeza@gmail.com',\n description=__doc__,\n long_description=read('README.rst'),\n packages=['wifi'],\n scripts=['bin/wifi'],\n test_suite='tests',\n platforms=[\"Debian\"],\n license='BSD',\n install_requires=install_requires,\n classifiers=[\n \"License :: OSI Approved :: BSD License\",\n \"Topic :: System :: Networking\",\n \"Operating System :: POSIX :: Linux\",\n \"Environment :: Console\",\n \"Programming Language :: Python\",\n \"Programming Language :: Python :: 2.6\",\n \"Programming Language :: Python :: 2.7\",\n \"Programming Language :: Python :: 3.3\",\n ],\n data_files=[\n ('/etc/bash_completion.d/', ['extras/wifi-completion.bash']),\n ]\n)"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong logical operator\n Severity: CRITICAL\n\n Location: Line 6\n\n Buggy code:\n Command line tool or library wrappers around iwlist and\n\n Should be:\n Command line tool and library wrappers around iwlist and\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
8a4fee7da31280c4ead726e734baac5bb3fc023e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright © 2019 Province of British Columbia # # 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. """API endpoints for managing an Org resource.""" from flask import request from flask_restplus import Namespace, Resource, cors from auth_api import status as http_status from auth_api.exceptions import BusinessException from auth_api.jwt_wrapper import JWTWrapper from auth_api.schemas import ProductSubscriptionSchema from auth_api.schemas import utils as schema_utils from auth_api.services import Product as ProductService from auth_api.tracer import Tracer from auth_api.utils.roles import Role from auth_api.utils.util import cors_preflight API = Namespace('products', description='Endpoints for products management') TRACER = Tracer.get_instance() _JWT = JWTWrapper.get_instance() @cors_preflight('GET,POST,OPTIONS') @API.route('', methods=['GET', 'POST', 'OPTIONS']) class OrgProducts(Resource): """Resource for managing product subscriptions.""" @staticmethod @TRACER.trace() @cors.crossdomain(origin='*') @_JWT.has_one_of_roles([Role.STAFF_CREATE_ACCOUNTS.value]) def post(org_id): """Post a new product subscription to the org using the request body.""" request_json = request.get_json() valid_format, errors = schema_utils.validate(request_json, 'org_product_subscription') if not valid_format: return {'message': schema_utils.serialize(errors)}, http_status.HTTP_400_BAD_REQUEST try: subscriptions = ProductService.create_product_subscription(org_id, request_json) if subscriptions is None: response, status = {'message': 'Not authorized to perform this action'}, \ http_status.HTTP_401_UNAUTHORIZED else: response, status = {'subscriptions': ProductSubscriptionSchema().dump(subscriptions, many=True)}, \ http_status.HTTP_201_CREATED except BusinessException as exception: response, status = {'code': exception.code, 'message': exception.message}, exception.status_code return response, status
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44
|
advanced
|
api
|
debugging
|
Pythoncode:Python
| 1
| 1
| 2,653
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright \u00a9 2019 Province of British Columbia\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\"\"\"API endpoints for managing an Org resource.\"\"\"\n\nfrom flask import request\nfrom flask_restplus import Namespace, Resource, cors\n\nfrom auth_api import status as http_status\nfrom auth_api.exceptions import BusinessException\nfrom auth_api.jwt_wrapper import JWTWrapper\nfrom auth_api.schemas import ProductSubscriptionSchema\nfrom auth_api.schemas import utils as schema_utils\nfrom auth_api.services import Product as ProductService\nfrom auth_api.tracer import Tracer\nfrom auth_api.utils.roles import Role\nfrom auth_api.utils.util import cors_preflight\n\n\nAPI = Namespace('products', description='Endpoints for products management')\nTRACER = Tracer.get_instance()\n_JWT = JWTWrapper.get_instance()\n\n\n@cors_preflight('GET,POST,OPTIONS')\n@API.route('', methods=['GET', 'POST', 'OPTIONS'])\nclass OrgProducts(Resource):\n \"\"\"Resource for managing product subscriptions.\"\"\"\n\n @staticmethod\n @TRACER.trace()\n @cors.crossdomain(origin='*')\n @_JWT.has_one_of_roles([Role.STAFF_CREATE_ACCOUNTS.value])\n def post(org_id):\n \"\"\"Post a new product subscription to the org using the request body.\"\"\"\n request_json = request.get_json()\n valid_format, errors = schema_utils.validate(request_json, 'org_product_subscription')\n if not valid_format:\n return {'message': schema_utils.serialize(errors)}, http_status.HTTP_400_BAD_REQUEST\n\n try:\n subscriptions = ProductService.create_product_subscription(org_id, request_json)\n if subscriptions is None:\n response, status = {'message': 'Not authorized to perform this action'}, \\\n http_status.HTTP_401_UNAUTHORIZED\n else:\n response, status = {'subscriptions': ProductSubscriptionSchema().dump(subscriptions, many=True)}, \\\n http_status.HTTP_201_CREATED\n except BusinessException as exception:\n response, status = {'code': exception.code, 'message': exception.message}, exception.status_code\n return response, status"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44"}]
| false
| null | null | null |
8a5020fde45eeb5e84a7966a0bf40c59df2eeca7
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import logging from collections import Counter from django.core.management.base import BaseCommand from django.db.models import Q from TWLight.applications.models import Application from TWLight.resources.models import Partner from TWLight.applications.signals import Reminder from TWLight.users.models import Editor class Command(BaseCommand): ... [1 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 11 has no indented body IndentationError at line 13 ✨ Improvements: Complete the expression on the last line Fix indentation to match Python syntax rules
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intermediate
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machine_learning
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code_review
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Pythoncode:Python
| 0
| 1
| 394
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport logging\nfrom collections import Counter\nfrom django.core.management.base import BaseCommand\nfrom django.db.models import Q\n\nfrom TWLight.applications.models import Application\nfrom TWLight.resources.models import Partner\nfrom TWLight.applications.signals import Reminder\nfrom TWLight.users.models import Editor\n\nclass Command(BaseCommand):\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Block at line 11 has no indented body\n IndentationError at line 13\n\n\u2728 Improvements:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
8a507bf3c4b912bd7ed181d618b52de6b0f464f2
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # pvtrace is free software; you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation; either version 3 of the License, or # (at your option) any later version. # # pvtrace is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with this program. If not, see <http://www.gnu.org/licenses/>. import numpy as np from external.transformations import translation_matrix, rotation_matrix import external.transformations as tf from Trace import Photon from Geometry import Box, Cylinder, FinitePlane, transform_point, transform_direction, rotation_matrix_from_vector_alignment, norm from Materials import Spectrum def random_spherecial_vector(): # This method of calculating isotropic vectors is taken from GNU Scientific Library LOOP = True while LOOP: x = -1. + 2. * np.random.uniform() y = -1. + 2. * np.random.uniform() s = x**2 + y**2 if s <= 1.0: LOOP = False z = -1. + 2. * s a = 2 * np.sqrt(1 - s) x = a * x y = a * y return np.array([x,y,z]) class SimpleSource(object): """A light source that will generate photons of a single colour, direction and position.""" def __init__(self, position=[0,0,0], direction=[0,0,1], wavelength=555, use_random_polarisation=False): super(SimpleSource, self).__init__() self.position = position self.direction = direction self.wavelength = wavelength self.use_random_polarisation = use_random_polarisation self.throw = 0 self.source_id = "SimpleSource_" + str(id(self)) def photon(self): photon = Photon() photon.source = self.source_id photon.position = np.array(self.position) photon.direction = np.array(self.direction) photon.active = True photon.wavelength = self.wavelength # If use_polarisation is set generate a random polarisation vector of the photon if self.use_random_polarisation: # Randomise rotation angle around xy-plane, the transform from +z to the direction of the photon vec = random_spherecial_vector() vec[2] = 0. vec = norm(vec) R = rotation_matrix_from_vector_alignment(self.direction, [0,0,1]) photon.polarisation = transform_direction(vec, R) else: photon.polarisation = None photon.id = self.throw self.throw = self.throw + 1 return photon ... [25 more classdefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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api
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refactoring
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Pythoncode:Python
| 3
| 1
| 2,904
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# pvtrace is free software; you can redistribute it and/or modify\n# it under the terms of the GNU General Public License as published by\n# the Free Software Foundation; either version 3 of the License, or\n# (at your option) any later version.\n# \n# pvtrace is distributed in the hope that it will be useful,\n# but WITHOUT ANY WARRANTY; without even the implied warranty of\n# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n# GNU General Public License for more details.\n# \n# You should have received a copy of the GNU General Public License\n# along with this program. If not, see <http://www.gnu.org/licenses/>.\n\nimport numpy as np\nfrom external.transformations import translation_matrix, rotation_matrix\nimport external.transformations as tf\nfrom Trace import Photon\nfrom Geometry import Box, Cylinder, FinitePlane, transform_point, transform_direction, rotation_matrix_from_vector_alignment, norm\nfrom Materials import Spectrum\n\ndef random_spherecial_vector():\n # This method of calculating isotropic vectors is taken from GNU Scientific Library\n LOOP = True\n while LOOP:\n x = -1. + 2. * np.random.uniform()\n y = -1. + 2. * np.random.uniform()\n s = x**2 + y**2\n if s <= 1.0:\n LOOP = False\n \n z = -1. + 2. * s\n a = 2 * np.sqrt(1 - s)\n x = a * x\n y = a * y\n return np.array([x,y,z])\n \nclass SimpleSource(object):\n \"\"\"A light source that will generate photons of a single colour, direction and position.\"\"\"\n def __init__(self, position=[0,0,0], direction=[0,0,1], wavelength=555, use_random_polarisation=False):\n super(SimpleSource, self).__init__()\n self.position = position\n self.direction = direction\n self.wavelength = wavelength\n self.use_random_polarisation = use_random_polarisation\n self.throw = 0\n self.source_id = \"SimpleSource_\" + str(id(self))\n \n \n def photon(self):\n \n photon = Photon()\n photon.source = self.source_id\n photon.position = np.array(self.position)\n photon.direction = np.array(self.direction)\n photon.active = True\n photon.wavelength = self.wavelength\n \n # If use_polarisation is set generate a random polarisation vector of the photon\n if self.use_random_polarisation:\n \n # Randomise rotation angle around xy-plane, the transform from +z to the direction of the photon\n vec = random_spherecial_vector()\n vec[2] = 0.\n vec = norm(vec)\n R = rotation_matrix_from_vector_alignment(self.direction, [0,0,1])\n photon.polarisation = transform_direction(vec, R)\n \n else:\n photon.polarisation = None\n \n photon.id = self.throw\n self.throw = self.throw + 1 \n return photon\n\n\n ... [25 more classdefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8a509772d4b71309e020c912aabb38728c706128
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: class bit(): """ Class for representing an abstract bit. Such a bit can be interpreted concretely as a value, but it is also used to keep track of relationships between operators and to represent the wires within a circuit built up out of those operators. >>> bit.hook_operation(lambda o, v, *args: None) >>> bit.circuit(circuit()) >>> b = output(input(1).and_(input(1))) >>> b.value == bit.circuit().evaluate([1,1])[0] True >>> def make_hook(bit_): ... def hook(o, v, *args): ... return bit_.constructor(*args)(v, bit_.gate(o, [a.gate for a in args])) ... return hook >>> bit.hook_operation(make_hook(bit)) >>> bit.circuit(circuit()) >>> b = output(input(0).and_(input(0))) >>> b.value == bit.circuit().evaluate([0,0])[0] True """ _circuit = None _hook_operation = None @staticmethod def circuit(circuit_=None): if circuit_ is not None: bit._circuit = circuit_ return None else: bit._circuit.prune_and_topological_sort_stable() return bit._circuit @staticmethod def hook_operation(hook=None): bit._hook_operation = hook @staticmethod def operation(o, *args): # Ensure second argument is a `bit`. args = list(args) if len(args) == 2: args[1] = constant(args[1]) if isinstance(args[1], int) else args[1] # Compute the value of the result of the operation on the arguments. v = o(*[a.value for a in args]) # Return output from hook if it exists and if # it returns an output. if bit._hook_operation is not None: r = bit._hook_operation(o, v, *args) if r is not None: return r return bit.constructor(*args)(v, bit.gate(o, [a.gate for a in args])) @staticmethod def constructor(b1, b2=None): # The inference code below is not currently in use. """ if isinstance(b1, input_one) and isinstance(b2, input_one): return input_one elif isinstance(b1, input_two) and isinstance(b2, input_two): return input_two elif isinstance(b1, (input_one, input_two)) and b2 is None: return type(b1) else: return bit """ return bit @staticmethod def gate(operation, igs): return bit._circuit.gate(operation, igs) def __init__(self, value, gate_=None): self.value = value self.gate = bit._circuit.gate() if gate_ is None else gate_ def __int__(self): return self.value ... [84 more functiondefs truncated] ...
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Functions: circuit, hook_operation, operation, constructor, gate Classes: bit This code demonstrates Pythoncode:Python programming.
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advanced
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ui
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code_explanation
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Pythoncode:Python
| 7
| 1
| 2,701
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nclass bit():\n \"\"\"\n Class for representing an abstract bit. Such a bit\n can be interpreted concretely as a value, but it is\n also used to keep track of relationships between\n operators and to represent the wires within a\n circuit built up out of those operators.\n\n >>> bit.hook_operation(lambda o, v, *args: None)\n >>> bit.circuit(circuit())\n >>> b = output(input(1).and_(input(1)))\n >>> b.value == bit.circuit().evaluate([1,1])[0]\n True\n >>> def make_hook(bit_):\n ... def hook(o, v, *args):\n ... return bit_.constructor(*args)(v, bit_.gate(o, [a.gate for a in args]))\n ... return hook\n >>> bit.hook_operation(make_hook(bit))\n >>> bit.circuit(circuit())\n >>> b = output(input(0).and_(input(0)))\n >>> b.value == bit.circuit().evaluate([0,0])[0]\n True\n \"\"\"\n\n _circuit = None\n _hook_operation = None\n\n @staticmethod\n def circuit(circuit_=None):\n if circuit_ is not None:\n bit._circuit = circuit_\n return None\n else:\n bit._circuit.prune_and_topological_sort_stable()\n return bit._circuit\n\n @staticmethod\n def hook_operation(hook=None):\n bit._hook_operation = hook\n\n @staticmethod\n def operation(o, *args):\n # Ensure second argument is a `bit`.\n args = list(args)\n if len(args) == 2:\n args[1] = constant(args[1]) if isinstance(args[1], int) else args[1]\n\n # Compute the value of the result of the operation on the arguments.\n v = o(*[a.value for a in args])\n\n # Return output from hook if it exists and if\n # it returns an output.\n if bit._hook_operation is not None:\n r = bit._hook_operation(o, v, *args)\n if r is not None:\n return r\n\n return bit.constructor(*args)(v, bit.gate(o, [a.gate for a in args]))\n\n @staticmethod\n def constructor(b1, b2=None):\n # The inference code below is not currently in use.\n \"\"\"\n if isinstance(b1, input_one) and isinstance(b2, input_one):\n return input_one\n elif isinstance(b1, input_two) and isinstance(b2, input_two):\n return input_two\n elif isinstance(b1, (input_one, input_two)) and b2 is None:\n return type(b1)\n else:\n return bit\n \"\"\"\n return bit\n\n @staticmethod\n def gate(operation, igs):\n return bit._circuit.gate(operation, igs)\n\n def __init__(self, value, gate_=None):\n self.value = value\n self.gate = bit._circuit.gate() if gate_ is None else gate_\n\n def __int__(self):\n return self.value\n\n\n ... [84 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: circuit, hook_operation, operation, constructor, gate\n Classes: bit\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a50b1905c10bef14015d0bd1e4794d8d3018140
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import discord import random from datetime import datetime import pandas as pd import matplotlib.pyplot as plt import csv async def plot_user_activity(client, ctx): plt.style.use('fivethirtyeight') df = pd.read_csv('innovators.csv', encoding= 'unicode_escape') author = df['author'].to_list() message_counter = {} for i in author: if i in message_counter: message_counter[i] += 1 else: message_counter[i] = 1 # for not mentioning the bot in the line graph. message_counter.pop('ninza_bot_test') authors_in_discord = list(message_counter.keys()) no_of_messages = list(message_counter.values()) plt.plot(authors_in_discord, no_of_messages, marker = 'o', markersize=10) plt.title('msg sent by author in the server.') plt.xlabel('Author') plt.ylabel('Message_count') plt.savefig('output2.png') plt.tight_layout() plt.close() await ctx.send(file = discord.File('output2.png'))
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Code Review: ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 14 Unexpected indentation at line 16 Unexpected indentation at line 20 Unexpected indentation at line 22 Unexpected indentation at line 24 Unexpected indentation at line 25 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 35 Unexpected indentation at line 36 Unexpected indentation at line 37
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intermediate
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testing
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code_review
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Pythoncode:Python
| 0
| 0
| 1,037
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport discord\r\nimport random\r\nfrom datetime import datetime\r\nimport pandas as pd\r\nimport matplotlib.pyplot as plt\r\nimport csv\r\n\r\n\r\nasync def plot_user_activity(client, ctx):\r\n plt.style.use('fivethirtyeight')\r\n df = pd.read_csv('innovators.csv', encoding= 'unicode_escape')\r\n\r\n author = df['author'].to_list()\r\n\r\n message_counter = {}\r\n\r\n for i in author:\r\n if i in message_counter:\r\n message_counter[i] += 1\r\n else:\r\n message_counter[i] = 1\r\n \r\n # for not mentioning the bot in the line graph. \r\n message_counter.pop('ninza_bot_test')\r\n \r\n authors_in_discord = list(message_counter.keys())\r\n no_of_messages = list(message_counter.values())\r\n\r\n plt.plot(authors_in_discord, no_of_messages, marker = 'o', markersize=10)\r\n plt.title('msg sent by author in the server.')\r\n plt.xlabel('Author')\r\n plt.ylabel('Message_count')\r\n\r\n plt.savefig('output2.png')\r\n plt.tight_layout()\r\n plt.close()\r\n\r\n await ctx.send(file = discord.File('output2.png'))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 14\n Unexpected indentation at line 16\n Unexpected indentation at line 20\n Unexpected indentation at line 22\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 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 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37"}]
| false
| null | null | null |
8a50da9ca339ad2c3e097b9d78b1dde9a457d80b
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python3 import os from setuptools import setup def read(fname): return open(os.path.join(os.path.dirname(__file__), fname)).read() setup( name="fastnode2vec", version="0.0.5", author="Louis Abraham", license="MIT", author_email="louis.abraham@yahoo.fr",
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description="Fast implementation of node2vec", long_description=read("README.md"), long_description_content_type="text/markdown", url="https://github.com/louisabraham/fastnode2vec", packages=["fastnode2vec"], install_requires=["numpy", "numba", "gensim", "click", "tqdm"], python_requires=">=3.6", entry_points={"console_scripts": ["fastnode2vec = fastnode2vec.cli:node2vec"]}, classifiers=["Topic :: Scientific/Engineering :: Artificial Intelligence"], )
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intermediate
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api
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code_completion
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Pythoncode:Python
| 1
| 0
| 790
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport os\nfrom setuptools import setup\n\n\ndef read(fname):\n return open(os.path.join(os.path.dirname(__file__), fname)).read()\n\n\nsetup(\n name=\"fastnode2vec\",\n version=\"0.0.5\",\n author=\"Louis Abraham\",\n license=\"MIT\",\n author_email=\"louis.abraham@yahoo.fr\","}, {"role": "assistant", "content": "\n description=\"Fast implementation of node2vec\",\n long_description=read(\"README.md\"),\n long_description_content_type=\"text/markdown\",\n url=\"https://github.com/louisabraham/fastnode2vec\",\n packages=[\"fastnode2vec\"],\n install_requires=[\"numpy\", \"numba\", \"gensim\", \"click\", \"tqdm\"],\n python_requires=\">=3.6\",\n entry_points={\"console_scripts\": [\"fastnode2vec = fastnode2vec.cli:node2vec\"]},\n classifiers=[\"Topic :: Scientific/Engineering :: Artificial Intelligence\"],\n)"}]
| false
| null | null | null |
8a50f54c898793f1acb00252a2b2f5ed4e326667
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: import os basedir = os.path.abspath(os.path.dirname(__file__)) class Config: SECRET_KEY = os.getenv('SECRET_KEY', '') DEBUG = False class DevelopmentConfig(Config): DEBUG = True SQLALCHEMY_DATABASE_URI = 'sqlite:///' + os.path.join(basedir, 'flask_main.db') SQLALCHEMY_TRACK_MODIFICATIONS = False class TestingConfig(Config): DEBUG = True TESTING = True SQLALCHEMY_DATABASE_URI = 'sqlite:///' + os.path.join(basedir, 'flask_main.db' PRESERVE_CONTEXT_ON_EXCEPTION = False SQLALCHEMY_TRACK_MODIFICATIONS = False class ProductionConfig(Config): DEBUG = False config_by_name = dict( dev=DevelopmentConfig, test=TestingConfig, prod=ProductionConfig ) key = Config.SECRET_KEY
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Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 19 - expected ')' • SyntaxError: '(' was never closed at line 19 Fixes: • Add closing ')' bracket • Review code syntax
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advanced
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testing
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syntax_repair
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Pythoncode:Python
| 0
| 4
| 737
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport os\n\nbasedir = os.path.abspath(os.path.dirname(__file__))\n\nclass Config:\n SECRET_KEY = os.getenv('SECRET_KEY', '')\n DEBUG = False\n\n\nclass DevelopmentConfig(Config):\n DEBUG = True\n SQLALCHEMY_DATABASE_URI = 'sqlite:///' + os.path.join(basedir, 'flask_main.db')\n SQLALCHEMY_TRACK_MODIFICATIONS = False\n\n\nclass TestingConfig(Config):\n DEBUG = True\n TESTING = True\n SQLALCHEMY_DATABASE_URI = 'sqlite:///' + os.path.join(basedir, 'flask_main.db'\n PRESERVE_CONTEXT_ON_EXCEPTION = False\n SQLALCHEMY_TRACK_MODIFICATIONS = False\n\n\nclass ProductionConfig(Config):\n DEBUG = False\n\n\nconfig_by_name = dict(\n dev=DevelopmentConfig,\n test=TestingConfig,\n prod=ProductionConfig\n)\n\nkey = Config.SECRET_KEY"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 19 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 19\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
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syntax
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MISSING_BRACKETS
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MEDIUM
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8a521621650bf40359a7bc7b59a9b8905567d6ce
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: #!/usr/bin/env python import pwd from ansible.module_utils.basic import AnsibleModule class User: def __init__(self, user): self.user = user # Check if user exists def check_if_user_exists(self): try: user = pwd.getpwnam(self.user) success = True ret_msg = 'User %s exists' % self.user except KeyError: success = False ret_msg = 'User %s does not exists' % self.user return success, ret_msg def main(): # Parsing argument file module = AnsibleModule( argument_spec = dict( user = dict(required=True ) ) user = module.params.get('user') chkusr = User(user) success, ret_msg = chkusr.check_if_user_exists() # Error handling and JSON return if success: module.exit_json(msg=ret_msg) else: module.fail_json(msg=ret_msg) if __name__ == "__main__": main()
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Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 23 - expected ')' • SyntaxError: '(' was never closed at line 23 Fix: Add missing ')' bracket at line 25
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advanced
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ui
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error_detection
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Pythoncode:Python
| 3
| 1
| 945
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport pwd\nfrom ansible.module_utils.basic import AnsibleModule\n\nclass User:\n def __init__(self, user):\n self.user = user\n\n # Check if user exists\n def check_if_user_exists(self):\n try:\n user = pwd.getpwnam(self.user)\n success = True\n ret_msg = 'User %s exists' % self.user\n except KeyError:\n success = False\n ret_msg = 'User %s does not exists' % self.user\n return success, ret_msg\n\ndef main():\n # Parsing argument file\n module = AnsibleModule(\n argument_spec = dict(\n user = dict(required=True\n )\n )\n user = module.params.get('user')\n\n chkusr = User(user)\n success, ret_msg = chkusr.check_if_user_exists()\n\n # Error handling and JSON return\n if success:\n module.exit_json(msg=ret_msg)\n else:\n module.fail_json(msg=ret_msg)\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unclosed '(' at line 23 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 23\n\n Fix: Add missing ')' bracket at line 25"}]
| true
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syntax
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MISSING_BRACKETS
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MEDIUM
|
8a522d6b63aaba15a267dd005faa4b6a9a20a8c0
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: """Methods for working with ontologies and the OLS.""" from urllib.parse import quote_plus import requests OLS_API_ROOT = "http://www.ebi.ac.uk/ols/api" # Curie means something like CL:0000001 def _ontology_name(curie): """Get the name of the ontology from the curie, CL or UBERON for example.""" return curie.split(":")[0] def _ontology_value(curie): """Get the id component of the curie, 0000001 from CL:0000001 for example.""" return curie.split(":")[1] def _double_encode(url): """Double url encode a url. This is required by the OLS API.""" return quote_plus(quote_plus(url)) def _iri(curie): """Get the iri from a curie. This is a bit hopeful that they all map to purl.obolibrary.org""" if _ontology_name(curie) == "EFO": return f"http://www.ebi.ac.uk/efo/EFO_{_ontology_value(curie)}" return f"http://purl.obolibrary.org/obo/{_ontology_name(curie)}_{_ontology_value(curie)}" class OntologyLookupError(Exception): """Exception for some problem with looking up ontology information.""" def _ontology_info_url(curie): """Get the to make a GET to to get information about an ontology term.""" # If the curie is empty, just return an empty string. This happens when there is no # valid ontology value. if not curie: return "" else: return f"{OLS_API_ROOT}/ontologies/{_ontology_name(curie)}/terms/{_double_encode(_iri(curie))}" def get_ontology_label(curie): """For a given curie like 'CL:1000413', get the label like 'endothelial cell of artery'""" url = _ontology_info_url(curie)
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if not url: return "" response = requests.get(url) if not response.ok: raise OntologyLookupError( f"Curie {curie} lookup failed, got status code {response.status_code}: {response.text}" ) return response.json()["label"] def lookup_candidate_term(label, ontology="cl", method="select"): """Lookup candidate terms for a label. This is useful when there is an existing label in a submitted dataset, and you want to find an appropriate ontology term. Args: label: the label to find ontology terms for ontology: the ontology to search in, cl or uberon or efo for example method: select or search. search provides much broader results Returns: list of (curie, label) tuples returned by OLS """ # using OLS REST API [https://www.ebi.ac.uk/ols/docs/api] url = f"{OLS_API_ROOT}/{method}?q={quote_plus(label)}&ontology={ontology.lower()}" response = requests.get(url) if not response.ok: raise OntologyLookupError( f"Label {label} lookup failed, got status code {response.status_code}: {response.text}" ) return [(r["obo_id"], r["label"]) for r in response.json()["response"]["docs"]]
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advanced
|
api
|
code_completion
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Pythoncode:Python
| 7
| 1
| 2,823
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"Methods for working with ontologies and the OLS.\"\"\"\nfrom urllib.parse import quote_plus\n\nimport requests\n\nOLS_API_ROOT = \"http://www.ebi.ac.uk/ols/api\"\n\n# Curie means something like CL:0000001\n\n\ndef _ontology_name(curie):\n \"\"\"Get the name of the ontology from the curie, CL or UBERON for example.\"\"\"\n return curie.split(\":\")[0]\n\n\ndef _ontology_value(curie):\n \"\"\"Get the id component of the curie, 0000001 from CL:0000001 for example.\"\"\"\n return curie.split(\":\")[1]\n\n\ndef _double_encode(url):\n \"\"\"Double url encode a url. This is required by the OLS API.\"\"\"\n return quote_plus(quote_plus(url))\n\n\ndef _iri(curie):\n \"\"\"Get the iri from a curie. This is a bit hopeful that they all map to purl.obolibrary.org\"\"\"\n if _ontology_name(curie) == \"EFO\":\n return f\"http://www.ebi.ac.uk/efo/EFO_{_ontology_value(curie)}\"\n return f\"http://purl.obolibrary.org/obo/{_ontology_name(curie)}_{_ontology_value(curie)}\"\n\n\nclass OntologyLookupError(Exception):\n \"\"\"Exception for some problem with looking up ontology information.\"\"\"\n\n\ndef _ontology_info_url(curie):\n \"\"\"Get the to make a GET to to get information about an ontology term.\"\"\"\n\n # If the curie is empty, just return an empty string. This happens when there is no\n # valid ontology value.\n if not curie:\n return \"\"\n else:\n return f\"{OLS_API_ROOT}/ontologies/{_ontology_name(curie)}/terms/{_double_encode(_iri(curie))}\"\n\n\ndef get_ontology_label(curie):\n \"\"\"For a given curie like 'CL:1000413', get the label like 'endothelial cell of artery'\"\"\"\n\n url = _ontology_info_url(curie)"}, {"role": "assistant", "content": "\n if not url:\n return \"\"\n\n response = requests.get(url)\n\n if not response.ok:\n raise OntologyLookupError(\n f\"Curie {curie} lookup failed, got status code {response.status_code}: {response.text}\"\n )\n return response.json()[\"label\"]\n\n\ndef lookup_candidate_term(label, ontology=\"cl\", method=\"select\"):\n \"\"\"Lookup candidate terms for a label. This is useful when there is an existing label in a\n submitted dataset, and you want to find an appropriate ontology term.\n\n Args:\n label: the label to find ontology terms for\n ontology: the ontology to search in, cl or uberon or efo for example\n method: select or search. search provides much broader results\n\n Returns:\n list of (curie, label) tuples returned by OLS\n \"\"\"\n # using OLS REST API [https://www.ebi.ac.uk/ols/docs/api]\n url = f\"{OLS_API_ROOT}/{method}?q={quote_plus(label)}&ontology={ontology.lower()}\"\n response = requests.get(url)\n\n if not response.ok:\n raise OntologyLookupError(\n f\"Label {label} lookup failed, got status code {response.status_code}: {response.text}\"\n )\n\n return [(r[\"obo_id\"], r[\"label\"]) for r in response.json()[\"response\"][\"docs\"]]"}]
| false
| null | null | null |
8a52440233bd3169102a1818d34f5c74f2141148
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Copyright (c) 2020, DjaoDjin 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. # # 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. Error: SyntaxError / EOF
|
Fixed Code: # Copyright (c) 2020, DjaoDjin 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. # # 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, Explanation: Complete the truncated code structure
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intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 1,342
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright (c) 2020, DjaoDjin 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# 1. Redistributions of source code must retain the above copyright notice,\n# this list of conditions and the following disclaimer.\n# 2. Redistributions in binary form must reproduce the above copyright\n# notice, this list of conditions and the following disclaimer in the\n# documentation and/or other materials provided with the distribution.\n#\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS\n# \"AS IS\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED\n# TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR\n# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR\n# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,\n# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,\n# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;\n# OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,\n# WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR\n# OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF\n# ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright (c) 2020, DjaoDjin 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# 1. Redistributions of source code must retain the above copyright notice,\n# this list of conditions and the following disclaimer.\n# 2. Redistributions in binary form must reproduce the above copyright\n# notice, this list of conditions and the following disclaimer in the\n# documentation and/or other materials provided with the distribution.\n#\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS\n# \"AS IS\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED\n# TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR\n# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR\n# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,\n# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,\n# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;\n# OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a5244b8a475e9cca6ead4f4463ced1af6491956
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from __future__ import print_function import httplib2 import os import sys import pickle from apiclient import discovery from apiclient import errors from oauth2client import client from oauth2client import tools from oauth2client.file import Storage try: import argparse flags = argparse.ArgumentParser(parents=[tools.argparser]).parse_args() except ImportError: flags = None # If modifying these scopes, delete your previously saved credentials # at ~/.credentials/gmail-python-quickstart.json SCOPES = 'https://www.googleapis.com/auth/gmail.labels' CLIENT_SECRET_FILE = 'client_secret.json' APPLICATION_NAME = 'Inbox Organize' def get_credentials(): """Gets valid user credentials from storage. If nothing has been stored, or if the stored credentials are invalid, the OAuth2 flow is completed to obtain the new credentials. Returns: Credentials, the obtained credential. """ home_dir = os.path.expanduser('~') credential_dir = os.path.join(home_dir, '.credentials') if not os.path.exists(credential_dir): os.makedirs(credential_dir) credential_path = os.path.join(credential_dir, 'gmail-python-quickstart.json') store = Storage(credential_path) credentials = store.get() if not credentials or credentials.invalid: flow = client.flow_from_clientsecrets(CLIENT_SECRET_FILE, SCOPES) flow.user_agent = APPLICATION_NAME if flags: credentials = tools.run_flow(flow, store, flags) else: # Needed only for compatibility with Python 2.6 credentials = tools.run(flow, store) print('Storing credentials to ' + credential_path) return credentials def GetLabels(service, user_id): try: response = service.users().labels().list(userId=user_id).execute() labels = response['labels'] """ for label in labels: print ('Label id: %s - Label name: %s' % (label['id'], label['name'])) """ return labels except errors.HttpError as error: print ('An error occurred: %s' % error) def DeleteLabel(service, user_id, label_id): try: service.users().labels().delete(userId=user_id, id=label_id).execute() print ('Label with id: %s deleted successfully.' % label_id) except errors.HttpError as error: print ('An error occurred: %s' % error) def main(): credentials = get_credentials() http = credentials.authorize(httplib2.Http()) service = discovery.build('gmail', 'v1', http=http) userId = 'me' labels = GetLabels(service, userId) for label in labels: if (label['type'] == 'user'): print('Deleting label:', label['name']) DeleteLabel(service, userId, label['id']) if __name__ == '__main__': main()
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 27 ⚠️ Warnings: Unexpected indentation at line 16 Unexpected indentation at line 30 Unexpected indentation at line 34 Unexpected indentation at line 35 💡 Suggestions: Add closing quote at line 27 Add docstring to function 'main' Remove debug print() at line 51 before production
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intermediate
|
api
|
debugging
|
Pythoncode:Python
| 4
| 0
| 2,740
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom __future__ import print_function\nimport httplib2\nimport os\nimport sys\n\nimport pickle\n\nfrom apiclient import discovery\nfrom apiclient import errors\nfrom oauth2client import client\nfrom oauth2client import tools\nfrom oauth2client.file import Storage\n\ntry:\n import argparse\n flags = argparse.ArgumentParser(parents=[tools.argparser]).parse_args()\nexcept ImportError:\n flags = None\n\n# If modifying these scopes, delete your previously saved credentials\n# at ~/.credentials/gmail-python-quickstart.json\nSCOPES = 'https://www.googleapis.com/auth/gmail.labels'\nCLIENT_SECRET_FILE = 'client_secret.json'\nAPPLICATION_NAME = 'Inbox Organize'\n\ndef get_credentials():\n \"\"\"Gets valid user credentials from storage.\n\n If nothing has been stored, or if the stored credentials are invalid,\n the OAuth2 flow is completed to obtain the new credentials.\n\n Returns:\n Credentials, the obtained credential.\n \"\"\"\n home_dir = os.path.expanduser('~')\n credential_dir = os.path.join(home_dir, '.credentials')\n if not os.path.exists(credential_dir):\n os.makedirs(credential_dir)\n credential_path = os.path.join(credential_dir,\n 'gmail-python-quickstart.json')\n\n store = Storage(credential_path)\n credentials = store.get()\n if not credentials or credentials.invalid:\n flow = client.flow_from_clientsecrets(CLIENT_SECRET_FILE, SCOPES)\n flow.user_agent = APPLICATION_NAME\n if flags:\n credentials = tools.run_flow(flow, store, flags)\n else: # Needed only for compatibility with Python 2.6\n credentials = tools.run(flow, store)\n print('Storing credentials to ' + credential_path)\n return credentials\n\ndef GetLabels(service, user_id):\n try:\n response = service.users().labels().list(userId=user_id).execute()\n labels = response['labels']\n \"\"\"\n for label in labels:\n print ('Label id: %s - Label name: %s' % (label['id'], label['name']))\n \"\"\"\n return labels\n except errors.HttpError as error:\n print ('An error occurred: %s' % error)\n\ndef DeleteLabel(service, user_id, label_id):\n try:\n service.users().labels().delete(userId=user_id, id=label_id).execute()\n print ('Label with id: %s deleted successfully.' % label_id)\n except errors.HttpError as error:\n print ('An error occurred: %s' % error)\n\ndef main():\n credentials = get_credentials()\n http = credentials.authorize(httplib2.Http())\n service = discovery.build('gmail', 'v1', http=http)\n\n userId = 'me'\n\n labels = GetLabels(service, userId)\n\n for label in labels:\n if (label['type'] == 'user'):\n print('Deleting label:', label['name'])\n DeleteLabel(service, userId, label['id'])\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 27\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 16\n Unexpected indentation at line 30\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 27\n Add docstring to function 'main'\n Remove debug print() at line 51 before production"}]
| false
| null | null | null |
8a5248567c33c615e0f8be2779b082966267e38c
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import numpy as np import sys ## ROCKSTAR ## def getRSformat(obj): if obj.galaxies == 0: if obj.format_revision == 0: print('OUTDATED ROCKSTAR, PLEASE UPDATE!') sys.exit() elif obj.format_revision == 1: if obj.debug: print('returning halostruct1') return halostruct1 elif obj.format_revision == 2: if obj.debug: print('returning halostruct2') return halostruct2 else: print('found HALO_FORMAT_REVISION=%d, if this is >2 email me!' % obj.format_revision) sys.exit() elif obj.galaxies == 1: if obj.format_revision == 0: print('OUTDATED ROCKSTAR-GALAXIES, PLEASE UPDATE!') sys.exit() elif obj.format_revision == 1: if obj.debug: print('returning halogalaxystruct1') return halogalaxystruct1 else: print('found HALO_FORMAT_REVISION=%d, if this is >1 email me!' % obj.format_revision) sys.exit()
|
Code analysis results: 🔴 Errors found: Block at line 5 has no indented body ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 14 Unexpected indentation at line 18 Unexpected indentation at line 19 💡 Suggestions: Remove debug print() at line 9 before production Remove debug print() at line 21 before production Remove debug print() at line 27 before production
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intermediate
|
database
|
debugging
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Pythoncode:Python
| 1
| 0
| 1,081
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport numpy as np\nimport sys\n\n## ROCKSTAR ##\ndef getRSformat(obj):\n\n if obj.galaxies == 0:\n if obj.format_revision == 0:\n print('OUTDATED ROCKSTAR, PLEASE UPDATE!')\n sys.exit()\n\n elif obj.format_revision == 1:\n if obj.debug: print('returning halostruct1')\n return halostruct1\n\n elif obj.format_revision == 2:\n if obj.debug: print('returning halostruct2')\n return halostruct2\n \n else:\n print('found HALO_FORMAT_REVISION=%d, if this is >2 email me!' % \n obj.format_revision)\n sys.exit()\n\n elif obj.galaxies == 1:\n if obj.format_revision == 0:\n print('OUTDATED ROCKSTAR-GALAXIES, PLEASE UPDATE!')\n sys.exit()\n\n elif obj.format_revision == 1:\n if obj.debug: print('returning halogalaxystruct1')\n return halogalaxystruct1\n\n else:\n print('found HALO_FORMAT_REVISION=%d, if this is >1 email me!' % \n obj.format_revision)\n sys.exit()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 5 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 14\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 9 before production\n Remove debug print() at line 21 before production\n Remove debug print() at line 27 before production"}]
| false
| null | null | null |
8a5251a1a46d1a18949b3dd2b2c26f7e8e32aa06
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- class EntropiaEvent: """ Parses an ics Event and converts it to an entropia-wiki suitable form """ def __init__(self, event): """ :param event: The event to be evaluated :type event: ics.event.Event """ self.event = event self.begintime = event.begin.datetime.astimezone() self.endtime = event._end_time.datetime.astimezone() @property def location(self): """ Retrieve the location of an event :return: location :rtype: str """ locations = { "entropia": "
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 5 • Unclosed '{' at line 24 - expected '}' • Unterminated string literal at line 25 Fixes: • Add closing quote at line 5 • Add closing '}' bracket • Add closing quote to string literal
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advanced
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database
|
syntax_repair
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Pythoncode:Python
| 8
| 1
| 644
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\nclass EntropiaEvent:\n \"\"\"\n Parses an ics Event and converts it to an entropia-wiki suitable form\n \"\"\"\n def __init__(self, event):\n \"\"\"\n :param event: The event to be evaluated\n :type event: ics.event.Event\n \"\"\"\n self.event = event\n self.begintime = event.begin.datetime.astimezone()\n self.endtime = event._end_time.datetime.astimezone()\n\n @property\n def location(self):\n \"\"\"\n Retrieve the location of an event\n :return: location\n :rtype: str\n \"\"\"\n locations = {\n \"entropia\": \""}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 5\n \u2022 Unclosed '{' at line 24 - expected '}'\n \u2022 Unterminated string literal at line 25\n\n Fixes:\n \u2022 Add closing quote at line 5\n \u2022 Add closing '}' bracket\n \u2022 Add closing quote to string literal"}]
| true
|
syntax
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MID_STRING
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CRITICAL
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8a525a8a02f61d5499bb1c8bffd7e68682942e12
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/bin/python3 import math import os import random import re import sys # Complete the rotLeft function below. def rotLeft(a, d): alist = list(a) b = alist[d:]+alist[:d] return b if __name__ == '__main__': fptr = open(os.environ['OUTPUT_PATH'], 'w') nd = input().split() n = int(nd[0]) d = int(nd[1]) a = list(map(int, input().rstrip().split())) result = rotLeft(a, d) fptr.write(' '.join(map(str, result))) fptr.write('\n') fptr.close()
|
Functions: rotLeft This code demonstrates Pythoncode:Python programming.
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intermediate
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machine_learning
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code_explanation
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Pythoncode:Python
| 1
| 0
| 527
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/bin/python3\r\n\r\nimport math\r\nimport os\r\nimport random\r\nimport re\r\nimport sys\r\n\r\n# Complete the rotLeft function below.\r\ndef rotLeft(a, d):\r\n alist = list(a)\r\n b = alist[d:]+alist[:d]\r\n return b\r\n\r\nif __name__ == '__main__':\r\n fptr = open(os.environ['OUTPUT_PATH'], 'w')\r\n\r\n nd = input().split()\r\n\r\n n = int(nd[0])\r\n\r\n d = int(nd[1])\r\n\r\n a = list(map(int, input().rstrip().split()))\r\n\r\n result = rotLeft(a, d)\r\n\r\n fptr.write(' '.join(map(str, result)))\r\n fptr.write('\\n')\r\n\r\n fptr.close()"}, {"role": "assistant", "content": " Functions: rotLeft\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a525fbb996d5472af74df006412af4f27d25fa6
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import os import cflearn import platform import unittest from cfdata.tabular import TabularDataset num_jobs = 0 if platform.system() == "Linux" else 2 logging_folder = "__test_zoo__" class TestZoo(unittest.TestCase): @staticmethod def _test_zoo_core(model: str) -> None: x, y = TabularDataset.iris().xy zoo_folder = os.path.join(logging_folder, f"__{model}__") zoo = cflearn.Zoo(model) for key, config in zoo.benchmarks.items(): local_logging_folder = os.path.join(zoo_folder, key) config["logging_folder"] = local_logging_folder m = cflearn.make(model, **config).fit(x, y) cflearn.evaluate(x, y, pipelines=m) cflearn._rmtree(logging_folder) def test_fcnn_zoo(self) -> None: self._test_zoo_core("fcnn") def test_tree_dnn_zoo(self) -> None: self._test_zoo_core("tree_dnn") if __name__ == "__main__": unittest.main()
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 14 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 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 'TestZoo' Add docstring to function '_test_zoo_core'
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advanced
|
testing
|
code_review
|
Pythoncode:Python
| 3
| 1
| 947
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os\nimport cflearn\nimport platform\nimport unittest\n\nfrom cfdata.tabular import TabularDataset\n\nnum_jobs = 0 if platform.system() == \"Linux\" else 2\nlogging_folder = \"__test_zoo__\"\n\n\nclass TestZoo(unittest.TestCase):\n @staticmethod\n def _test_zoo_core(model: str) -> None:\n x, y = TabularDataset.iris().xy\n zoo_folder = os.path.join(logging_folder, f\"__{model}__\")\n zoo = cflearn.Zoo(model)\n for key, config in zoo.benchmarks.items():\n local_logging_folder = os.path.join(zoo_folder, key)\n config[\"logging_folder\"] = local_logging_folder\n m = cflearn.make(model, **config).fit(x, y)\n cflearn.evaluate(x, y, pipelines=m)\n cflearn._rmtree(logging_folder)\n\n def test_fcnn_zoo(self) -> None:\n self._test_zoo_core(\"fcnn\")\n\n def test_tree_dnn_zoo(self) -> None:\n self._test_zoo_core(\"tree_dnn\")\n\n\nif __name__ == \"__main__\":\n unittest.main()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 14\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n\n\u2728 Improvements:\n Add docstring to class 'TestZoo'\n Add docstring to function '_test_zoo_core'"}]
| false
| null | null | null |
8a541e67401b79ca7c42ad0362d81bb514bab960
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # # Data Structures: Linked List Merge Sort: The Conquer Step # Python Techdegree # # Created by Dulio Denis on 3/24/19. # Copyright (c) 2019 ddApps. All rights reserved. # ------------------------------------------------ from linked_list import Node, LinkedList def merge_sort(linked_list): ''' Sorts a linked list in ascending order. - Recuresively divide the linked list into sublists containing a single node - Repeatedly merge the sublists to produce sorted swublists until one remains Returns a sorted linked list. Runs in O(kn log n) time. ''' if linked_list.size() == 1: return linked_list elif linked_list.is_empty(): return linked_list left_half, right_half = split(linked_list) left = merge_sort(left_half) right = merge_sort(right_half) return merge(left, right) def split(linked_list): ''' Divide the unsorted list at the midpoint into sublists. Takes O(k log n) quasilinear time. ''' if linked_list == None or linked_list.head == None: left_half = linked_list right_half = None return left_half, right_half else: # non-empty linked lists size = linked_list.size() midpoint = size // 2 mid_node = linked_list.node_at_index(midpoint-1) left_half = linked_list right_half = LinkedList() right_half = mid_node.next_node mid_node.next_node = None return left_half, right_half ... [1 more functiondefs truncated] ...
|
Functions: merge_sort, split This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 1,527
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#\n# Data Structures: Linked List Merge Sort: The Conquer Step\n# Python Techdegree\n#\n# Created by Dulio Denis on 3/24/19.\n# Copyright (c) 2019 ddApps. All rights reserved.\n# ------------------------------------------------\nfrom linked_list import Node, LinkedList\n\ndef merge_sort(linked_list):\n '''\n Sorts a linked list in ascending order.\n - Recuresively divide the linked list into sublists containing a single node\n - Repeatedly merge the sublists to produce sorted swublists until one remains\n Returns a sorted linked list.\n\n Runs in O(kn log n) time.\n '''\n if linked_list.size() == 1:\n return linked_list\n elif linked_list.is_empty():\n return linked_list\n \n left_half, right_half = split(linked_list)\n left = merge_sort(left_half)\n right = merge_sort(right_half)\n\n return merge(left, right)\n\ndef split(linked_list):\n '''\n Divide the unsorted list at the midpoint into sublists.\n Takes O(k log n) quasilinear time.\n '''\n if linked_list == None or linked_list.head == None:\n left_half = linked_list\n right_half = None\n return left_half, right_half\n else: # non-empty linked lists\n size = linked_list.size()\n midpoint = size // 2\n mid_node = linked_list.node_at_index(midpoint-1)\n\n left_half = linked_list\n right_half = LinkedList()\n right_half = mid_node.next_node\n mid_node.next_node = None\n return left_half, right_half\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: merge_sort, split\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a54334c8ec0d2c98a16bb220c95973a631adeb1
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright (c) 2013 Ole Krause-Sparmann # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # The above copyright notice and this permission notice shall be included in # all copies or substantial portions of the Software. # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN # THE SOFTWARE. import numpy import scipy import unittest import time from nearpy import Engine from nearpy.distances import CosineDistance from nearpy.hashes import RandomBinaryProjections, HashPermutations, HashPermutationMapper ... [1 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 10 has no indented body Invalid syntax at line 34: ... [1 more functiondefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,386
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n# Copyright (c) 2013 Ole Krause-Sparmann\n\n# Permission is hereby granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files (the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n\n# The above copyright notice and this permission notice shall be included in\n# all copies or substantial portions of the Software.\n\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n# THE SOFTWARE.\n\nimport numpy\nimport scipy\nimport unittest\nimport time\n\nfrom nearpy import Engine\nfrom nearpy.distances import CosineDistance\n\nfrom nearpy.hashes import RandomBinaryProjections, HashPermutations, HashPermutationMapper\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 Block at line 10 has no indented body\n Invalid syntax at line 34: ... [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 |
8a5438fd129b5b6996b6b2555c75bb6bb382b7d5
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from discord.ext import commands, tasks # Bot Commands Frameworkをインポート import traceback # エラー表示のためにインポート import os import discord import r TOKEN = os.environ['DISCORD_BOT_TOKEN'] prefix = os.environ['DISCORD_BOT_PREFIX'] #プレフィックス # 読み込むコグの名前を格納しておく。 INITIAL_EXTENSIONS = [ 'cogs.eval', 'cogs.glchat', 'cogs.gladd', 'cogs.gldel' ] # クラスの定義。ClientのサブクラスであるBotクラスを継承。 class MyBot(commands.Bot): # MyBotのコンストラクタ。 def __init__(self, command_prefix, help_command): # スーパークラスのコンストラクタに値を渡して実行。 super().__init__(command_prefix,help_command) # INITIAL_COGSに格納されている名前から、コグを読み込む。 # エラーが発生した場合は、エラー内容を表示。 for cog in INITIAL_EXTENSIONS: try: self.load_extension(cog) except Exception: traceback.print_exc() # Botの準備完了時に呼び出されるイベント async def on_ready(self): print(self.user.name) # ボットの名前 print(self.user.id) # ボットのID print(discord.__version__) # discord.pyのバージョン print('----------------') print('Hello World !!') await self.change_presence(status=discord.Status.idle,activity=discord.Game(name=f'Ping:{self.ws.latency * 1000:.0f}ms')) conn=r.connect() ky=conn.keys() global_ch="gloch" count=0 for i in ky: i=str(i) if i == global_ch: count+=1 if count>0: smsd=conn.smembers(global_ch) count=0 for q in smsd: q=str(q) if q=="0": count+=1 if count>0: p=conn.srem(global_ch,"0") if p==True: print("正常起動") else: print("異常発生") else: print(ky) else: p=conn.sadd(global_ch,"0") if p==True: print("正常起動") else: print("異常発生") class JapaneseHelpCommand(commands.DefaultHelpCommand): def __init__(self): super().__init__() self.commands_heading = "コマンド:" self.no_category = "その他" self.command_attrs["help"] = "コマンド一覧と簡単な説明を表示" def get_ending_note(self): return (f"各コマンドの説明: {prefix}help <コマンド名>\n" f"各カテゴリの説明: {prefix}help <カテゴリ名>\n") #MyBotのインスタンス化及び起動処理。 if __name__ == '__main__': bot = MyBot(command_prefix=prefix,help_command=JapaneseHelpCommand()) # command_prefixはコマンドの最初の文字として使うもの。 e.g. !ping bot.run(TOKEN) # Botのトークン
|
Code Review: ⚠️ 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 21 Unexpected indentation at line 23 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 30 Unexpected indentation at line 34 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 47 Unexpected indentation at line 49 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 56 Unexpected indentation at line 58 Unexpected indentation at line 60 Unexpected indentation at line 62 Unexpected indentation at line 64 Unexpected indentation at line 66 Unexpected indentation at line 68 Unexpected indentation at line 70 Unexpected indentation at line 75 Unexpected indentation at line 76 Unexpected indentation at line 77 Unexpected indentation at line 81 Unexpected indentation at line 86 ✨ Improvements: Add docstring to class 'MyBot' Add docstring to class 'JapaneseHelpCommand' Add docstring to function '__init__' Remove debug print() at line 35 before production Remove debug print() at line 36 before production Remove debug print() at line 37 before production Remove debug print() at line 38 before production Remove debug print() at line 39 before production Line 40 too long (130 chars) - break into multiple lines Remove debug print() at line 59 before production Remove debug print() at line 61 before production Remove debug print() at line 63 before production Remove debug print() at line 67 before production Remove debug print() at line 69 before production
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 3
| 2
| 2,551
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom discord.ext import commands, tasks # Bot Commands Framework\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\nimport traceback # \u30a8\u30e9\u30fc\u8868\u793a\u306e\u305f\u3081\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\nimport os\nimport discord\nimport r\n\nTOKEN = os.environ['DISCORD_BOT_TOKEN']\nprefix = os.environ['DISCORD_BOT_PREFIX'] #\u30d7\u30ec\u30d5\u30a3\u30c3\u30af\u30b9\n\n# \u8aad\u307f\u8fbc\u3080\u30b3\u30b0\u306e\u540d\u524d\u3092\u683c\u7d0d\u3057\u3066\u304a\u304f\u3002\nINITIAL_EXTENSIONS = [\n 'cogs.eval',\n 'cogs.glchat',\n 'cogs.gladd',\n 'cogs.gldel'\n]\n\n# \u30af\u30e9\u30b9\u306e\u5b9a\u7fa9\u3002Client\u306e\u30b5\u30d6\u30af\u30e9\u30b9\u3067\u3042\u308bBot\u30af\u30e9\u30b9\u3092\u7d99\u627f\u3002\nclass MyBot(commands.Bot):\n # MyBot\u306e\u30b3\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u3002\n def __init__(self, command_prefix, help_command):\n # \u30b9\u30fc\u30d1\u30fc\u30af\u30e9\u30b9\u306e\u30b3\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u306b\u5024\u3092\u6e21\u3057\u3066\u5b9f\u884c\u3002\n super().__init__(command_prefix,help_command)\n\n # INITIAL_COGS\u306b\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u540d\u524d\u304b\u3089\u3001\u30b3\u30b0\u3092\u8aad\u307f\u8fbc\u3080\u3002\n # \u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306f\u3001\u30a8\u30e9\u30fc\u5185\u5bb9\u3092\u8868\u793a\u3002\n for cog in INITIAL_EXTENSIONS:\n try:\n self.load_extension(cog)\n except Exception:\n traceback.print_exc()\n\n # Bot\u306e\u6e96\u5099\u5b8c\u4e86\u6642\u306b\u547c\u3073\u51fa\u3055\u308c\u308b\u30a4\u30d9\u30f3\u30c8\n async def on_ready(self):\n print(self.user.name) # \u30dc\u30c3\u30c8\u306e\u540d\u524d\n print(self.user.id) # \u30dc\u30c3\u30c8\u306eID\n print(discord.__version__) # discord.py\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\n print('----------------')\n print('Hello World !!')\n await self.change_presence(status=discord.Status.idle,activity=discord.Game(name=f'Ping:{self.ws.latency * 1000:.0f}ms')) \n conn=r.connect()\n ky=conn.keys()\n global_ch=\"gloch\"\n count=0\n for i in ky:\n i=str(i)\n if i == global_ch:\n count+=1\n if count>0:\n smsd=conn.smembers(global_ch)\n count=0\n for q in smsd:\n q=str(q)\n if q==\"0\":\n count+=1\n if count>0:\n p=conn.srem(global_ch,\"0\")\n if p==True:\n print(\"\u6b63\u5e38\u8d77\u52d5\")\n else:\n print(\"\u7570\u5e38\u767a\u751f\")\n else:\n print(ky)\n else:\n p=conn.sadd(global_ch,\"0\")\n if p==True:\n print(\"\u6b63\u5e38\u8d77\u52d5\")\n else:\n print(\"\u7570\u5e38\u767a\u751f\")\n \n \nclass JapaneseHelpCommand(commands.DefaultHelpCommand):\n def __init__(self):\n super().__init__()\n self.commands_heading = \"\u30b3\u30de\u30f3\u30c9:\"\n self.no_category = \"\u305d\u306e\u4ed6\"\n self.command_attrs[\"help\"] = \"\u30b3\u30de\u30f3\u30c9\u4e00\u89a7\u3068\u7c21\u5358\u306a\u8aac\u660e\u3092\u8868\u793a\"\n\n def get_ending_note(self):\n return (f\"\u5404\u30b3\u30de\u30f3\u30c9\u306e\u8aac\u660e: {prefix}help <\u30b3\u30de\u30f3\u30c9\u540d>\\n\"\n f\"\u5404\u30ab\u30c6\u30b4\u30ea\u306e\u8aac\u660e: {prefix}help <\u30ab\u30c6\u30b4\u30ea\u540d>\\n\")\n\n#MyBot\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u5316\u53ca\u3073\u8d77\u52d5\u51e6\u7406\u3002\nif __name__ == '__main__':\n bot = MyBot(command_prefix=prefix,help_command=JapaneseHelpCommand()) # command_prefix\u306f\u30b3\u30de\u30f3\u30c9\u306e\u6700\u521d\u306e\u6587\u5b57\u3068\u3057\u3066\u4f7f\u3046\u3082\u306e\u3002 e.g. !ping\n bot.run(TOKEN) # Bot\u306e\u30c8\u30fc\u30af\u30f3"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 21\n Unexpected indentation at line 23\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 30\n Unexpected indentation at line 34\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 47\n Unexpected indentation at line 49\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 54\n Unexpected indentation at line 56\n Unexpected indentation at line 58\n Unexpected indentation at line 60\n Unexpected indentation at line 62\n Unexpected indentation at line 64\n Unexpected indentation at line 66\n Unexpected indentation at line 68\n Unexpected indentation at line 70\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n Unexpected indentation at line 77\n Unexpected indentation at line 81\n Unexpected indentation at line 86\n\n\u2728 Improvements:\n Add docstring to class 'MyBot'\n Add docstring to class 'JapaneseHelpCommand'\n Add docstring to function '__init__'\n Remove debug print() at line 35 before production\n Remove debug print() at line 36 before production\n Remove debug print() at line 37 before production\n Remove debug print() at line 38 before production\n Remove debug print() at line 39 before production\n Line 40 too long (130 chars) - break into multiple lines\n Remove debug print() at line 59 before production\n Remove debug print() at line 61 before production\n Remove debug print() at line 63 before production\n Remove debug print() at line 67 before production\n Remove debug print() at line 69 before production"}]
| false
| null | null | null |
8a54995b61e4b0596e764748ce12766155458309
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: ... [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 2: ... [1 more functiondefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
beginner
|
general
|
debugging
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Pythoncode:Python
| 0
| 0
| 47
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\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 2: ... [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 |
8a54b71c70f57dfff2df2e65acf1f13a323c5a9e
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import shutil from pathlib import Path from unittest import TestCase from unittest.mock import Mock from unittest.mock import patch from foliant.config.downloadfile import download_file from foliant.config.downloadfile import get_file_ext_from_url from foliant.config.downloadfile import get_file_name_from_url class TestDownloadFile(TestCase): def setUp(self): self.project_dir = (Path(__file__).parent / 'project_dir').resolve() self.project_dir.mkdir(exist_ok=True) def tearDown(self): shutil.rmtree(self.project_dir, ignore_errors=True) @patch('foliant.config.downloadfile.urlopen', autospec=True) def test_only_url(self, urlopen): mock_response = Mock() mock_response.read.return_value = b'File content' urlopen.return_value = mock_response url = 'http://example.com/myfile.txt' download_file(root_dir=self.project_dir, url=url) request = urlopen.call_args.args[0] context = urlopen.call_args.kwargs['context'] self.assertEqual(request.headers, {}) self.assertIsNone(context) with open(self.project_dir / 'myfile.txt') as f: self.assertEqual(f.read(), 'File content') @patch('foliant.config.downloadfile.urlopen', autospec=True) def test_save_to(self, urlopen): mock_response = Mock() mock_response.read.return_value = b'File content' urlopen.return_value = mock_response url = 'http://example.com/myfile.txt' save_to = 'subdir1/subdir2/downloaded.txt' download_file(root_dir=self.project_dir, url=url, save_to=save_to) request = urlopen.call_args.args[0] context = urlopen.call_args.kwargs['context'] self.assertEqual(request.headers, {}) self.assertIsNone(context) with open(self.project_dir / save_to) as f: self.assertEqual(f.read(), 'File content') @patch('foliant.config.downloadfile.urlopen', autospec=Tr def test_with_auth(self, urlopen): mock_response = Mock() mock_response.read.return_value = b'File content' urlopen.return_value = mock_response url = 'http://example.com/myfile.txt' download_file( root_dir=self.project_dir, url=url, login='john', password='qwerty1234' ) request = urlopen.call_args.args[0] context = urlopen.call_args.kwargs['context'] self.assertIn('Authorization', request.headers) self.assertIsNone(context) with open(self.project_dir / 'myfile.txt') as f: self.assertEqual(f.read(), 'File content') class TestGetFileNameFromURL(TestCase): def test_with_ext(self): url = 'http://example.com/sub/myfile.txt' name = get_file_name_from_url(url) self.assertEqual(name, 'myfile.txt') ... [6 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 58 - expected ')' • IndentationError at line 52 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Fix indentation to match Python syntax rules
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advanced
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testing
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syntax_repair
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Pythoncode:Python
| 6
| 2
| 2,909
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport shutil\n\nfrom pathlib import Path\nfrom unittest import TestCase\nfrom unittest.mock import Mock\nfrom unittest.mock import patch\n\nfrom foliant.config.downloadfile import download_file\nfrom foliant.config.downloadfile import get_file_ext_from_url\nfrom foliant.config.downloadfile import get_file_name_from_url\n\n\nclass TestDownloadFile(TestCase):\n def setUp(self):\n self.project_dir = (Path(__file__).parent / 'project_dir').resolve()\n self.project_dir.mkdir(exist_ok=True)\n\n def tearDown(self):\n shutil.rmtree(self.project_dir, ignore_errors=True)\n\n @patch('foliant.config.downloadfile.urlopen', autospec=True)\n def test_only_url(self, urlopen):\n mock_response = Mock()\n mock_response.read.return_value = b'File content'\n urlopen.return_value = mock_response\n\n url = 'http://example.com/myfile.txt'\n\n download_file(root_dir=self.project_dir, url=url)\n request = urlopen.call_args.args[0]\n context = urlopen.call_args.kwargs['context']\n\n self.assertEqual(request.headers, {})\n self.assertIsNone(context)\n\n with open(self.project_dir / 'myfile.txt') as f:\n self.assertEqual(f.read(), 'File content')\n\n @patch('foliant.config.downloadfile.urlopen', autospec=True)\n def test_save_to(self, urlopen):\n mock_response = Mock()\n mock_response.read.return_value = b'File content'\n urlopen.return_value = mock_response\n\n url = 'http://example.com/myfile.txt'\n save_to = 'subdir1/subdir2/downloaded.txt'\n\n download_file(root_dir=self.project_dir, url=url, save_to=save_to)\n request = urlopen.call_args.args[0]\n context = urlopen.call_args.kwargs['context']\n\n self.assertEqual(request.headers, {})\n self.assertIsNone(context)\n\n with open(self.project_dir / save_to) as f:\n self.assertEqual(f.read(), 'File content')\n\n@patch('foliant.config.downloadfile.urlopen', autospec=Tr\n def test_with_auth(self, urlopen):\n mock_response = Mock()\n mock_response.read.return_value = b'File content'\n urlopen.return_value = mock_response\n\n url = 'http://example.com/myfile.txt'\n\n download_file(\n root_dir=self.project_dir,\n url=url,\n login='john',\n password='qwerty1234'\n )\n request = urlopen.call_args.args[0]\n context = urlopen.call_args.kwargs['context']\n\n self.assertIn('Authorization', request.headers)\n self.assertIsNone(context)\n\n with open(self.project_dir / 'myfile.txt') as f:\n self.assertEqual(f.read(), 'File content')\n\n\nclass TestGetFileNameFromURL(TestCase):\n def test_with_ext(self):\n url = 'http://example.com/sub/myfile.txt'\n name = get_file_name_from_url(url)\n self.assertEqual(name, 'myfile.txt')\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 58 - expected ')'\n \u2022 IndentationError at line 52\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
8a54efc9a7ad3665cabc7b4468043314dcb3122b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import discord client = discord.Client() # 接続に使用するオブジェクト # 起動時 @client.event async def on_ready(): print('ログイン成功') # メッセージを監視 @client.event async def on_message(message): # 「/box」が頭についたメッセージならオウム返しする if message.content.startswith('/box'): # 文字から「/box」を抜く question = message.content[len('/box'):].strip() # 質問させたいチャンネルのid target_channel_id = getTargetChannelId() # id=0なら質問者にエラー報告DM # idが0以外なら匿名質問する if target_channel_id == 0: dm = await message.author.create_dm() # 質問者へDM作成 await dm.send( 'Sorry, メッセージを送信できませんでした．' 'もう1度試してみてください．\n' '【質問文】' + question) else: # 匿名質問させたいチャンネル
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • IndentationError at line 32 Fix: Complete the truncated code structure
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 756
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport discord\n\nclient = discord.Client() # \u63a5\u7d9a\u306b\u4f7f\u7528\u3059\u308b\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\n\n\n# \u8d77\u52d5\u6642\n@client.event\nasync def on_ready():\n print('\u30ed\u30b0\u30a4\u30f3\u6210\u529f')\n\n\n# \u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u76e3\u8996\n@client.event\nasync def on_message(message):\n # \u300c/box\u300d\u304c\u982d\u306b\u3064\u3044\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u306a\u3089\u30aa\u30a6\u30e0\u8fd4\u3057\u3059\u308b\n if message.content.startswith('/box'):\n # \u6587\u5b57\u304b\u3089\u300c/box\u300d\u3092\u629c\u304f\n question = message.content[len('/box'):].strip()\n # \u8cea\u554f\u3055\u305b\u305f\u3044\u30c1\u30e3\u30f3\u30cd\u30eb\u306eid\n target_channel_id = getTargetChannelId()\n\n # id=0\u306a\u3089\u8cea\u554f\u8005\u306b\u30a8\u30e9\u30fc\u5831\u544aDM\n # id\u304c0\u4ee5\u5916\u306a\u3089\u533f\u540d\u8cea\u554f\u3059\u308b\n if target_channel_id == 0:\n dm = await message.author.create_dm() # \u8cea\u554f\u8005\u3078DM\u4f5c\u6210\n await dm.send(\n 'Sorry, \u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u4fe1\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\uff0e'\n '\u3082\u30461\u5ea6\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff0e\\n'\n '\u3010\u8cea\u554f\u6587\u3011' + question)\n else:\n # \u533f\u540d\u8cea\u554f\u3055\u305b\u305f\u3044\u30c1\u30e3\u30f3\u30cd\u30eb"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 IndentationError at line 32\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a550e70bdbd276329aa52d0c840e8979d0e9e43
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import matplotlib.pyplot as plt import numpy as np from fears.utils import results_manager, plotter, dir_manager import os
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 123
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport matplotlib.pyplot as plt\nimport numpy as np\nfrom fears.utils import results_manager, plotter, dir_manager\nimport os"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a5581cd0e7ff399dcb5faaf23430dc8e5e4058e
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from __future__ import absolute_import import types from collections import defaultdict from rpython.tool.ansi_print import AnsiLogger from rpython.tool.pairtype import pair from rpython.tool.error import (format_blocked_annotation_error, class RPythonAnnotator(object): """Block annotator for RPython. See description in doc/translation.txt.""" def __init__(self, translator=None, policy=None, bookkeeper=None): import rpython.rtyper.extfuncregistry # has side effects if translator is None: # interface for tests from rpython.translator.translator import TranslationContext translator = TranslationContext() translator.annotator = self self.translator = translator self.pendingblocks = {} # map {block: graph-containing-it} self.annotated = {} # set of blocks already seen self.added_blocks = None # see processblock() below self.links_followed = {} # set of links that have ever been followed self.notify = {} # {block: {positions-to-reflow-from-when-done}} self.fixed_graphs = {} # set of graphs not to annotate again self.blocked_blocks = {} # set of {blocked_block: (graph, index)} # --- the following information is recorded for debugging --- self.blocked_graphs = {} # set of graphs that have blocked blocks # --- end of debugging information --- self.frozen = False if policy is None: from rpython.annotator.policy import AnnotatorPolicy self.policy = AnnotatorPolicy() else: self.policy = policy if bookkeeper is None: bookkeeper = Bookkeeper(self) self.bookkeeper = bookkeeper def __getstate__(self): attrs = """translator pendingblocks annotated links_followed notify bookkeeper frozen policy added_blocks""".split() ret = self.__dict__.copy() for key, value in ret.items(): if key not in attrs: assert type(value) is dict, ( "%r is not dict. please update %s.__getstate__" % (key, self.__class__.__name__)) ret[key = {} return ret #___ convenience high-level interface __________________ ... [36 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 10 • Unclosed '(' at line 8 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 10 • Add closing ')' bracket
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 2
| 1
| 2,354
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom __future__ import absolute_import\n\nimport types\nfrom collections import defaultdict\n\nfrom rpython.tool.ansi_print import AnsiLogger\nfrom rpython.tool.pairtype import pair\nfrom rpython.tool.error import (format_blocked_annotation_error,\nclass RPythonAnnotator(object):\n \"\"\"Block annotator for RPython.\n See description in doc/translation.txt.\"\"\"\n\n def __init__(self, translator=None, policy=None, bookkeeper=None):\n import rpython.rtyper.extfuncregistry # has side effects\n\n if translator is None:\n # interface for tests\n from rpython.translator.translator import TranslationContext\n translator = TranslationContext()\n translator.annotator = self\n self.translator = translator\n self.pendingblocks = {} # map {block: graph-containing-it}\n self.annotated = {} # set of blocks already seen\n self.added_blocks = None # see processblock() below\n self.links_followed = {} # set of links that have ever been followed\n self.notify = {} # {block: {positions-to-reflow-from-when-done}}\n self.fixed_graphs = {} # set of graphs not to annotate again\n self.blocked_blocks = {} # set of {blocked_block: (graph, index)}\n # --- the following information is recorded for debugging ---\n self.blocked_graphs = {} # set of graphs that have blocked blocks\n # --- end of debugging information ---\n self.frozen = False\n if policy is None:\n from rpython.annotator.policy import AnnotatorPolicy\n self.policy = AnnotatorPolicy()\n else:\n self.policy = policy\n if bookkeeper is None:\n bookkeeper = Bookkeeper(self)\n self.bookkeeper = bookkeeper\n\n def __getstate__(self):\n attrs = \"\"\"translator pendingblocks annotated links_followed\n notify bookkeeper frozen policy added_blocks\"\"\".split()\n ret = self.__dict__.copy()\n for key, value in ret.items():\n if key not in attrs:\n assert type(value) is dict, (\n \"%r is not dict. please update %s.__getstate__\" %\n (key, self.__class__.__name__))\n ret[key = {}\n return ret\n\n #___ convenience high-level interface __________________\n\n\n ... [36 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 10\n \u2022 Unclosed '(' at line 8 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 10\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
8a55afc76d238a2edb1a2adff77422f604912e7b
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -------------------------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for license information. # -------------------------------------------------------------------------------------------- # Generated file, DO NOT EDIT # Changes may cause incorrect behavior and will be lost if the code is regenerated. # -------------------------------------------------------------------------------------------- from msrest.serialization import Model class Control(Model): """Control. :param contribution: Contribution for the control. :type contribution: :class:`WitContribution <work-item-tracking.v4_0.models.WitContribution>` :param control_type: Type of the control. :type control_type: str :param height: Height of the control, for html controls. :type height: int :param id: The id for the layout node. :type id: str :param inherited: A value indicating whether this layout node has been inherited from a parent layout. This is expected to only be only set by the combiner. :type inherited: bool :param is_contribution: A value indicating if the layout node is contribution or not. :type is_contribution: bool :param label: Label for the field :type label: str :param metadata: Inner text of the control. :type metadata: str :param order: :type order: int :param overridden: A value indicating whether this layout node has been overridden by a child layout. :type overridden: bool :param read_only: A value indicating if the control is readonly. :type read_only: bool :param visible: A value indicating if the control should be hidden or not. :type visible: bool :param watermark: Watermark text for the textbox. :type watermark: str """ _attribute_map = { 'contribution': {'key': 'contribution', 'type': 'WitContribution'}, 'control_type': {'key': 'controlType', 'type': 'str'}, 'height': {'key': 'height', 'type': 'int'}, 'id': {'key': 'id', 'type': 'str'}, 'inherited': {'key': 'inherited', 'type': 'bool'}, 'is_contribution': {'key': 'isContribution', 'type': 'bool'}, 'label': {'key': 'label', 'type': 'str'}, 'metadata': {'key': 'metadata', 'type': 'str'}, 'order': {'key': 'order', 'type': 'int'}, 'overridden': {'key': 'overridden', 'type': 'bool', 'read_only': {'key': 'readOnly', 'type': 'bool'}, 'visible': {'key': 'visible', 'type': 'bool'}, 'watermark': {'key': 'watermark', 'type': 'str'} } ... [43 more functiondefs truncated] ... Error: SyntaxError: unmatched brackets
|
Fixed Code: # -------------------------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for license information. # -------------------------------------------------------------------------------------------- # Generated file, DO NOT EDIT # Changes may cause incorrect behavior and will be lost if the code is regenerated. # -------------------------------------------------------------------------------------------- from msrest.serialization import Model class Control(Model): """Control. :param contribution: Contribution for the control. :type contribution: :class:`WitContribution <work-item-tracking.v4_0.models.WitContribution>` :param control_type: Type of the control. :type control_type: str Explanation: Add missing '}' bracket at line 55
|
advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 0
| 1
| 2,735
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# --------------------------------------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License. See License.txt in the project root for license information.\n# --------------------------------------------------------------------------------------------\n# Generated file, DO NOT EDIT\n# Changes may cause incorrect behavior and will be lost if the code is regenerated.\n# --------------------------------------------------------------------------------------------\n\n\nfrom msrest.serialization import Model\n\n\n\nclass Control(Model):\n \"\"\"Control.\n\n :param contribution: Contribution for the control.\n :type contribution: :class:`WitContribution <work-item-tracking.v4_0.models.WitContribution>`\n :param control_type: Type of the control.\n :type control_type: str\n :param height: Height of the control, for html controls.\n :type height: int\n :param id: The id for the layout node.\n :type id: str\n :param inherited: A value indicating whether this layout node has been inherited from a parent layout. This is expected to only be only set by the combiner.\n :type inherited: bool\n :param is_contribution: A value indicating if the layout node is contribution or not.\n :type is_contribution: bool\n :param label: Label for the field\n :type label: str\n :param metadata: Inner text of the control.\n :type metadata: str\n :param order:\n :type order: int\n :param overridden: A value indicating whether this layout node has been overridden by a child layout.\n :type overridden: bool\n :param read_only: A value indicating if the control is readonly.\n :type read_only: bool\n :param visible: A value indicating if the control should be hidden or not.\n :type visible: bool\n :param watermark: Watermark text for the textbox.\n :type watermark: str\n \"\"\"\n\n _attribute_map = {\n 'contribution': {'key': 'contribution', 'type': 'WitContribution'},\n 'control_type': {'key': 'controlType', 'type': 'str'},\n 'height': {'key': 'height', 'type': 'int'},\n 'id': {'key': 'id', 'type': 'str'},\n 'inherited': {'key': 'inherited', 'type': 'bool'},\n 'is_contribution': {'key': 'isContribution', 'type': 'bool'},\n 'label': {'key': 'label', 'type': 'str'},\n 'metadata': {'key': 'metadata', 'type': 'str'},\n 'order': {'key': 'order', 'type': 'int'},\n 'overridden': {'key': 'overridden', 'type': 'bool',\n 'read_only': {'key': 'readOnly', 'type': 'bool'},\n 'visible': {'key': 'visible', 'type': 'bool'},\n 'watermark': {'key': 'watermark', 'type': 'str'}\n }\n\n\n ... [43 more functiondefs truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# --------------------------------------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License. See License.txt in the project root for license information.\n# --------------------------------------------------------------------------------------------\n# Generated file, DO NOT EDIT\n# Changes may cause incorrect behavior and will be lost if the code is regenerated.\n# --------------------------------------------------------------------------------------------\n\n\nfrom msrest.serialization import Model\n\n\n\nclass Control(Model):\n \"\"\"Control.\n\n :param contribution: Contribution for the control.\n :type contribution: :class:`WitContribution <work-item-tracking.v4_0.models.WitContribution>`\n :param control_type: Type of the control.\n :type control_type: str\n\n Explanation: Add missing '}' bracket at line 55"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
8a5657a9ba609c4b80f71648ff43f36e553c66c2
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import abc from utils import LogMixin class Reponse(object): __metaclass__ = abc.ABCMeta @abc.abstractmethod def redis(self): """ redis connection """ return @abc.abstractmethod def fetch(self, ids): """ hydrate relevant ids with data """ return class Movies(Reponse, LogMixin): DEFAULT_FIELDS = ['title', 'year', 'genres'] def __init__(self, **kwargs): super().__init__() for key, value in kwargs.items(): setattr(self, key, value) def fetch(self, movies, fields=None, from_index=False): """ hydrates class ids with metadata, return redis pipeline that must be executed """ if fields is None: fields =
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 30: fields = Fix: Close the string literal with matching quote
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 5
| 2
| 731
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport abc\nfrom utils import LogMixin\n\n\nclass Reponse(object):\n __metaclass__ = abc.ABCMeta\n\n @abc.abstractmethod\n def redis(self):\n \"\"\" redis connection \"\"\"\n return\n\n @abc.abstractmethod\n def fetch(self, ids):\n \"\"\" hydrate relevant ids with data \"\"\"\n return\n\n\nclass Movies(Reponse, LogMixin):\n DEFAULT_FIELDS = ['title', 'year', 'genres']\n\n def __init__(self, **kwargs):\n super().__init__()\n for key, value in kwargs.items():\n setattr(self, key, value)\n\n def fetch(self, movies, fields=None, from_index=False):\n \"\"\" hydrates class ids with metadata, return redis pipeline that must be executed \"\"\"\n if fields is None:\n fields ="}, {"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 Invalid syntax at line 30: fields = \n\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
8a56af27e9c2f89056b41302d904e7b48a70d0c4
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: load("//python:compile.bzl", "py_proto_compile", "py_grpc_compile") load("@grpc_py_deps//:requirements.bzl", "all_requirements") def py_proto_library(**kwargs): name = kwargs.get("name") deps = kwargs.get("deps") verbose = kwargs.get("verbose") visibility = kwargs.get("visibility") name_pb = name + "_pb" py_proto_compile( name = name_pb, deps = deps, visibility = visibility, verbose = verbose, ) native.py_library( name = name, srcs = [name_pb], deps = all_requirements, # fixme don't need grpc here # This magically adds REPOSITORY_NAME/PACKAGE_NAME/{name_pb} to PYTHONPATH imports = [name_pb], visibility = visibility, ) def py_grpc_library(**kwargs): name = kwargs.get("name") deps = kwargs.get("deps") verbose = kwargs.get("verbose" visibility = kwargs.get("visibility") name_pb = name + "_pb" py_grpc_compile( name = name_pb, deps = deps, visibility = visibility, verbose = verbose, ) native.py_library( name = name, srcs = [name_pb], deps = all_requirements, # This magically adds REPOSITORY_NAME/PACKAGE_NAME/{name_pb} to PYTHONPATH imports = [name_pb], visibility = visibility, )
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 20 • Unclosed '(' at line 29 - expected ')' • SyntaxError: '(' was never closed at line 29 Fixes: • Add closing quote at line 20 • Add closing ')' bracket • Review code syntax
|
intermediate
|
ui
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 1,314
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nload(\"//python:compile.bzl\", \"py_proto_compile\", \"py_grpc_compile\")\nload(\"@grpc_py_deps//:requirements.bzl\", \"all_requirements\")\n\ndef py_proto_library(**kwargs):\n name = kwargs.get(\"name\")\n deps = kwargs.get(\"deps\")\n verbose = kwargs.get(\"verbose\")\n visibility = kwargs.get(\"visibility\")\n\n name_pb = name + \"_pb\"\n py_proto_compile(\n name = name_pb,\n deps = deps,\n visibility = visibility,\n verbose = verbose,\n)\n native.py_library(\n name = name,\n srcs = [name_pb],\n deps = all_requirements, # fixme don't need grpc here\n # This magically adds REPOSITORY_NAME/PACKAGE_NAME/{name_pb} to PYTHONPATH\n imports = [name_pb],\n visibility = visibility,\n )\n\ndef py_grpc_library(**kwargs):\n name = kwargs.get(\"name\")\n deps = kwargs.get(\"deps\")\nverbose = kwargs.get(\"verbose\"\n visibility = kwargs.get(\"visibility\")\n\n name_pb = name + \"_pb\"\n py_grpc_compile(\n name = name_pb,\n deps = deps,\n visibility = visibility,\n verbose = verbose,\n)\n native.py_library(\n name = name,\n srcs = [name_pb],\n deps = all_requirements,\n # This magically adds REPOSITORY_NAME/PACKAGE_NAME/{name_pb} to PYTHONPATH\n imports = [name_pb],\n visibility = visibility,\n )"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 20\n \u2022 Unclosed '(' at line 29 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 29\n\n Fixes:\n \u2022 Add closing quote at line 20\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
8a56cef3b3f2ca89cec426bc77ad6809415c305d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright (c) 1999-2008 Mark D. Hill and David A. Wood # Copyright (c) 2009 The Hewlett-Packard Development Company # 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 the copyright holders 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, INCLUD
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Fix: Close the string literal with matching quote
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 4
| 1
| 950
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright (c) 1999-2008 Mark D. Hill and David A. Wood\n# Copyright (c) 2009 The Hewlett-Packard Development Company\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\n# met: redistributions of source code must retain the above copyright\n# notice, this list of conditions and the following disclaimer;\n# redistributions in binary form must reproduce the above copyright\n# notice, this list of conditions and the following disclaimer in the\n# documentation and/or other materials provided with the distribution;\n# neither the name of the copyright holders 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\n# \"AS IS\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUD"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
8a58853ac66bc8f5b8cfad78774a49e43b593fba
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # #!/usr/bin/python # -*- coding: utf-8 -*- # test_preempt_return.py # pylint: disable=line-too-long,missing-docstring,bad-whitespace, unused-argument, too-many-locals import sys import os import random import unittest DIRNAME_MODULE = os.path.dirname(os.path.dirname(os.path.dirname(os.path.realpath(sys.argv[0])))) + os.sep sys.path.append(DIRNAME_MODULE) sys.path.append(DIRNAME_MODULE + "pyss" + os.sep) from pyss import pyssobject from pyss.pyss_model import PyssModel from pyss.segment import Segment from pyss.generate import Generate from pyss.terminate import Terminate from pyss import logger from pyss.table import Table from pyss.handle import Handle from pyss.enter import Enter from pyss.leave import Leave from pyss.storage import Storage from pyss.advance import Advance from pyss.preempt import Preempt from pyss.g_return import GReturn from pyss.facility import Facility from pyss.seize import Seize from pyss.release import Release from pyss.transfer import Transfer from pyss.test import Test from pyss.pyss_const import * class TestPreemptReturn(unittest.TestCase): def setUp(self): pass def tearDown(self): pass # @unittest.skip("testing skipping test_preempt_return_001") def test_preempt_return_001(self): """Тест Preempt - Return Формируется один транзакт в момент времени 1. Прерывает работу устройства F_1 на 5 единиц времени. Выходит из модели в момент времени 6. """ ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: ### MODEL ---------------------------------- m = PyssModel() sgm = Segment(m) #
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 1,484
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# #!/usr/bin/python\n# -*- coding: utf-8 -*-\n\n# test_preempt_return.py\n\n# pylint: disable=line-too-long,missing-docstring,bad-whitespace, unused-argument, too-many-locals\n\nimport sys\nimport os\nimport random\nimport unittest\n\nDIRNAME_MODULE = os.path.dirname(os.path.dirname(os.path.dirname(os.path.realpath(sys.argv[0])))) + os.sep\nsys.path.append(DIRNAME_MODULE)\nsys.path.append(DIRNAME_MODULE + \"pyss\" + os.sep)\n\nfrom pyss import pyssobject\nfrom pyss.pyss_model import PyssModel\nfrom pyss.segment import Segment\n\nfrom pyss.generate import Generate\nfrom pyss.terminate import Terminate\nfrom pyss import logger\nfrom pyss.table import Table\nfrom pyss.handle import Handle\nfrom pyss.enter import Enter\nfrom pyss.leave import Leave\nfrom pyss.storage import Storage\nfrom pyss.advance import Advance\nfrom pyss.preempt import Preempt\nfrom pyss.g_return import GReturn\nfrom pyss.facility import Facility\nfrom pyss.seize import Seize\nfrom pyss.release import Release\nfrom pyss.transfer import Transfer\nfrom pyss.test import Test\nfrom pyss.pyss_const import *\n\nclass TestPreemptReturn(unittest.TestCase):\n\n def setUp(self):\n pass\n\n def tearDown(self):\n pass\n\n # @unittest.skip(\"testing skipping test_preempt_return_001\")\n def test_preempt_return_001(self):\n \"\"\"\u0422\u0435\u0441\u0442 Preempt - Return\n\n \u0424\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u043e\u0434\u0438\u043d \u0442\u0440\u0430\u043d\u0437\u0430\u043a\u0442 \u0432 \u043c\u043e\u043c\u0435\u043d\u0442 \u0432\u0440\u0435\u043c\u0435\u043d\u0438 1.\n \u041f\u0440\u0435\u0440\u044b\u0432\u0430\u0435\u0442 \u0440\u0430\u0431\u043e\u0442\u0443 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0430 F_1 \u043d\u0430 5 \u0435\u0434\u0438\u043d\u0438\u0446 \u0432\u0440\u0435\u043c\u0435\u043d\u0438.\n \u0412\u044b\u0445\u043e\u0434\u0438\u0442 \u0438\u0437 \u043c\u043e\u0434\u0435\u043b\u0438 \u0432 \u043c\u043e\u043c\u0435\u043d\u0442 \u0432\u0440\u0435\u043c\u0435\u043d\u0438 6.\n \"\"\"\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:\n\n ### MODEL ----------------------------------\n m = PyssModel()\n sgm = Segment(m)\n #"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a59e89d09e32fec1b404a96ad1edf1ccd223adb
|
TheStack--python--000.parquet
|
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