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Find all errors in this Pythoncode:Python code: #Atoi stands for ASCII to Integer Conversion def atoi(string): res = 0 # Iterate through all characters of # input and update result for i in range(len(string) - 1): res = res * 10 + (ord(string[i]) - ord('0')) return res #Adjustment contains rule of three for calculating an integer given another integer representing a percentage def Adjustment(a, b): return (a * b) / 100
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Fix: Check loop bounds and array indices carefully
|
intermediate
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machine_learning
|
error_detection
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Pythoncode:Python
| 2
| 0
| 411
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#Atoi stands for ASCII to Integer Conversion\ndef atoi(string):\n res = 0\n\n # Iterate through all characters of\n # input and update result\n for i in range(len(string) - 1):\n res = res * 10 + (ord(string[i]) - ord('0'))\n\n return res\n\n#Adjustment contains rule of three for calculating an integer given another integer representing a percentage\ndef Adjustment(a, b):\n return (a * b) / 100"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
bc5478846dead2384e17349d8f75968c543992de
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/python # Copyright 2016 Google Inc. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. class ConfigManager(object): """Process the configuration defaults.""" def __init__(self, config_file=None, config_header=None): """Constructor. Args: config_file: string, the location of the config file. config_header: string, the message to write at the top of the config. """ self.config_file = config_file or CONFIG self.config_header = config_header self.config = parser.SafeConfigParser() self.config.read(self.config_file) def _AddHeader(self, fp): """Create a file header in the config. Args: fp: int, a file pointer for writing the header. """ text = textwrap.wrap( textwrap.dedent(self.config_header), break_on_hyphens=False) fp.write('\n'.join(['# ' + line for line in text])) fp.write('\n\n') def GetOptionString(self, section, option): """Get the value of an option in the config file. Args: section: string, the section of the config file to check. option: string, the option to retrieve the value of. Returns: string, the value of the option or None if the option doesn't exist. """ if self.config.has_option(section, option): return self.config.get(section, option) else: return None def GetOptionBool(self, section, option): """Get the value of an option in the config file. Args: section: string, the section of the config file to check. option: string, the option to retrieve the value of. Returns: bool, True if the option is enabled or not set. """ return (not self.config.has_option(section, option) or self.config.getboolean(section, option)) def SetOption(self, section, option, value, overwrite=True): """Set the value of an option in the config file. Args: section: string, the section of the config file to check. option: string, the option to set the value of. value: string, the value to set the option. overwrite: bool, True to overwrite an existing value in the config file. """ if not overwrite and self.config.has_option(section, option): return if not self.config.has_section(section): self.config.add_section(section) self.config.set(section, option, str(value)) ... [1 more functiondefs truncated] ...
|
Functions: __init__, _AddHeader, GetOptionString, GetOptionBool, SetOption Classes: ConfigManager This code demonstrates Pythoncode:Python programming.
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advanced
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api
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code_explanation
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Pythoncode:Python
| 5
| 1
| 2,923
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/python\n# Copyright 2016 Google Inc. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nclass ConfigManager(object):\n \"\"\"Process the configuration defaults.\"\"\"\n\n def __init__(self, config_file=None, config_header=None):\n \"\"\"Constructor.\n\n Args:\n config_file: string, the location of the config file.\n config_header: string, the message to write at the top of the config.\n \"\"\"\n self.config_file = config_file or CONFIG\n self.config_header = config_header\n self.config = parser.SafeConfigParser()\n self.config.read(self.config_file)\n\n def _AddHeader(self, fp):\n \"\"\"Create a file header in the config.\n\n Args:\n fp: int, a file pointer for writing the header.\n \"\"\"\n text = textwrap.wrap(\n textwrap.dedent(self.config_header), break_on_hyphens=False)\n fp.write('\\n'.join(['# ' + line for line in text]))\n fp.write('\\n\\n')\n\n def GetOptionString(self, section, option):\n \"\"\"Get the value of an option in the config file.\n\n Args:\n section: string, the section of the config file to check.\n option: string, the option to retrieve the value of.\n\n Returns:\n string, the value of the option or None if the option doesn't exist.\n \"\"\"\n if self.config.has_option(section, option):\n return self.config.get(section, option)\n else:\n return None\n\n def GetOptionBool(self, section, option):\n \"\"\"Get the value of an option in the config file.\n\n Args:\n section: string, the section of the config file to check.\n option: string, the option to retrieve the value of.\n\n Returns:\n bool, True if the option is enabled or not set.\n \"\"\"\n return (not self.config.has_option(section, option) or\n self.config.getboolean(section, option))\n\n def SetOption(self, section, option, value, overwrite=True):\n \"\"\"Set the value of an option in the config file.\n\n Args:\n section: string, the section of the config file to check.\n option: string, the option to set the value of.\n value: string, the value to set the option.\n overwrite: bool, True to overwrite an existing value in the config file.\n \"\"\"\n if not overwrite and self.config.has_option(section, option):\n return\n if not self.config.has_section(section):\n self.config.add_section(section)\n self.config.set(section, option, str(value))\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, _AddHeader, GetOptionString, GetOptionBool, SetOption\n Classes: ConfigManager\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
bc562cc6c9b35189e9adc0f9ba37a99ec2138c03
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: ################################################## # ./AppService_services.py # generated by ZSI.wsdl2python # # ################################################## from .AppService_services_types import * from .AppService_services_types import \ class AppServiceInterface: def getAppServicePortType(self, portAddress=None, **kw): raise NonImplementationError("method not implemented") class AppServiceLocator(AppServiceInterface): AppServicePortType_address = "https://rocks-106.sdsc.edu:8443/axis/services/AutogridServicePort" def getAppServicePortTypeAddress(self): return AppServiceLocator.AppServicePortType_address def getAppServicePortType(self, portAddress=None, **kw): return AppServicePortSoapBindingSOAP(portAddress or AppServiceLocator.AppServicePortType_address, **kw) class AppServicePortSoapBindingSOAP: def __init__(self, addr, **kw): netloc = (urllib.parse.urlparse(addr)[1]).split(":") + [80,] if "host" not in kw: kw["host"] = netloc[0] if "port" not in kw: kw["port"] = int(netloc[1]) if "url" not in kw: kw["url"] = urllib.parse.urlparse(addr)[2] self.binding = client.Binding(**kw) # Complete this line def destroy(self, request): """ @param: request is str @return: response from destroyResponse:: _destroyOutput: ns1.StatusOutputType_Def _baseURL: str _code: int _message: str """ if not isinstance(request, str): raise TypeError("%s incorrect request type" %(request.__class__)) kw = {'requestclass': destroyRequestWrapper} response = self.binding.Send(None, None, request, soapaction="http://nbcr.sdsc.edu/opal/destroy", **kw) response = self.binding.Receive(destroyResponseWrapper()) if not isinstance(response, destroyResponse) and\ not issubclass(destroyResponse, response.__class__): raise TypeError("%s incorrect response type" %(response.__class__)) return response ... [71 more functiondefs truncated] ...
|
The missing line is:
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 3
| 2,139
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n################################################## \n# ./AppService_services.py \n# generated by ZSI.wsdl2python \n# \n# \n##################################################\n\n\nfrom .AppService_services_types import *\nfrom .AppService_services_types import \\\nclass AppServiceInterface:\n def getAppServicePortType(self, portAddress=None, **kw):\n raise NonImplementationError(\"method not implemented\")\n\n\nclass AppServiceLocator(AppServiceInterface):\n AppServicePortType_address = \"https://rocks-106.sdsc.edu:8443/axis/services/AutogridServicePort\"\n def getAppServicePortTypeAddress(self):\n return AppServiceLocator.AppServicePortType_address\n\n def getAppServicePortType(self, portAddress=None, **kw):\n return AppServicePortSoapBindingSOAP(portAddress or AppServiceLocator.AppServicePortType_address, **kw)\n\n\nclass AppServicePortSoapBindingSOAP:\n\n def __init__(self, addr, **kw):\n netloc = (urllib.parse.urlparse(addr)[1]).split(\":\") + [80,]\n if \"host\" not in kw:\n kw[\"host\"] = netloc[0]\n if \"port\" not in kw:\n kw[\"port\"] = int(netloc[1])\n if \"url\" not in kw:\n kw[\"url\"] = urllib.parse.urlparse(addr)[2]\n self.binding = client.Binding(**kw)\n\n # Complete this line\n def destroy(self, request):\n \"\"\"\n @param: request is str\n\n @return: response from destroyResponse::\n _destroyOutput: ns1.StatusOutputType_Def\n _baseURL: str\n _code: int\n _message: str\n \"\"\"\n\n if not isinstance(request, str):\n raise TypeError(\"%s incorrect request type\" %(request.__class__))\n kw = {'requestclass': destroyRequestWrapper}\n response = self.binding.Send(None, None, request, soapaction=\"http://nbcr.sdsc.edu/opal/destroy\", **kw)\n response = self.binding.Receive(destroyResponseWrapper())\n\n if not isinstance(response, destroyResponse) and\\\n not issubclass(destroyResponse, response.__class__):\n raise TypeError(\"%s incorrect response type\" %(response.__class__))\n return response\n\n\n\n ... [71 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
bc56aa53a834b83d16f942b242b5f67998363eda
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright (c) 2020-2022, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # 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.
|
intermediate
|
api
|
incomplete_code
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Pythoncode:Python
| 0
| 0
| 307
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright (c) 2020-2022, NVIDIA CORPORATION. All rights reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless\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# 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."}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc56ca67cc1e81684bbce0d45386183e51cffb90
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright 1999-2020 Alibaba Group Holding Ltd. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import logging import os import random import time from ...actors import new_client, FunctionActor class K8SPodsIPWatcher(object): """ Pods watcher class, compatible with SchedulerDiscoverer """ dynamic = True def __init__(self, k8s_config=None, k8s_namespace=None, label_selector=None): from kubernetes import config, client from gevent.threadpool import ThreadPool if k8s_config is not None: self._k8s_config = k8s_config elif os.environ.get('KUBE_API_ADDRESS'): self._k8s_config = client.Configuration() self._k8s_config.host = os.environ['KUBE_API_ADDRESS'] else: self._k8s_config = config.load_incluster_config() self._k8s_namespace = k8s_namespace or os.environ.get('MARS_K8S_POD_NAMESPACE') or 'default' self._label_selector = label_selector self._client = client.CoreV1Api(client.ApiClient(self._k8s_config)) self._pool = ThreadPool(1) self._pod_to_ep = None def __reduce__(self): return type(self), (self._k8s_config, self._k8s_namespace, self._label_selector)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 24 Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 5
| 1
| 1,757
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Copyright 1999-2020 Alibaba Group Holding Ltd.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimport logging\nimport os\nimport random\nimport time\n\nfrom ...actors import new_client, FunctionActor\n\nclass K8SPodsIPWatcher(object):\n \"\"\"\n Pods watcher class, compatible with SchedulerDiscoverer\n \"\"\"\n dynamic = True\n\n def __init__(self, k8s_config=None, k8s_namespace=None, label_selector=None):\n from kubernetes import config, client\n from gevent.threadpool import ThreadPool\n\n if k8s_config is not None:\n self._k8s_config = k8s_config\n elif os.environ.get('KUBE_API_ADDRESS'):\n self._k8s_config = client.Configuration()\n self._k8s_config.host = os.environ['KUBE_API_ADDRESS']\n else:\n self._k8s_config = config.load_incluster_config()\n\n self._k8s_namespace = k8s_namespace or os.environ.get('MARS_K8S_POD_NAMESPACE') or 'default'\n self._label_selector = label_selector\n self._client = client.CoreV1Api(client.ApiClient(self._k8s_config))\n self._pool = ThreadPool(1)\n\n self._pod_to_ep = None\n\n def __reduce__(self):\n return type(self), (self._k8s_config, self._k8s_namespace, self._label_selector)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 24\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc57b1f771495cf5ea069e99b2859a0f3795d393
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from unittest import TestCase import torch import transformers from model.bert_model import BertModel class TestBertModel(TestCase): def test_forward(self): # Bert Config vocab_size = 10 sequence_len = 20 batch = 32 num_classes = 3 expected_shape = (batch, sequence_len, num_classes) input_batch = torch.randint(low=0, high=vocab_size-1, size=(batch, sequence_len)) config= transformers.BertConfig(vocab_size=vocab_size,hidden_size=10, num_hidden_layers=1, num_attention_heads=1,num_labels=num_classes) sut = BertModel(None, None, bert_config=config) # Act actual = sut.forward(input_batch)[0] # Assert self.assertEqual(expected_shape, actual.shape)
|
Code Review: ❌ Critical issues: Block at line 9 has no indented body ⚠️ Code quality: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 25 Unexpected indentation at line 28 ✨ Improvements: Add docstring to class 'TestBertModel' Add docstring to function 'test_forward' Line 21 too long (144 chars) - break into multiple lines
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advanced
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testing
|
code_review
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Pythoncode:Python
| 1
| 1
| 767
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom unittest import TestCase\nimport torch\n\nimport transformers\n\nfrom model.bert_model import BertModel\n\n\nclass TestBertModel(TestCase):\n\n def test_forward(self):\n # Bert Config\n vocab_size = 10\n sequence_len = 20\n batch = 32\n num_classes = 3\n\n expected_shape = (batch, sequence_len, num_classes)\n\n input_batch = torch.randint(low=0, high=vocab_size-1, size=(batch, sequence_len))\n config= transformers.BertConfig(vocab_size=vocab_size,hidden_size=10, num_hidden_layers=1, num_attention_heads=1,num_labels=num_classes)\n sut = BertModel(None, None, bert_config=config)\n\n # Act\n actual = sut.forward(input_batch)[0]\n\n # Assert\n self.assertEqual(expected_shape, actual.shape)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 9 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n Unexpected indentation at line 28\n\n\u2728 Improvements:\n Add docstring to class 'TestBertModel'\n Add docstring to function 'test_forward'\n Line 21 too long (144 chars) - break into multiple lines"}]
| false
| null | null | null |
bc58243dff3b67ec29b9366a2531008a83301c24
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import json import os import tempfile from unittest import TestCase import pytest from donjuan import Dungeon, DungeonRandomizer, Renderer class RendererTest(TestCase): def setUp(self): super().setUp() self.TEMP_DIR = tempfile.mkdtemp() def test_smoke(self): r = Renderer() assert r is not None def test_scale(self): r = Renderer(scale=3) assert r.scale == 3 @pytest.mark.slow def test_render_dummy_dungeon(self): inpath = os.path.abspath(os.path.dirname(__file__)) inpath = os.path.join(inpath, "fixtures/dummy_dungeon.json") with open(inpath, "r") as f: darr = json.load(f)["dungeon"] n_rows = len(darr) n_cols = len(darr) dungeon = Dungeon(n_rows=n_rows, n_cols=n_cols) for i in range(n_rows): for j in range(n_cols): dungeon.grid.cells[i][j].filled = bool(darr[i][j]) # Render and check for the file fp = os.path.join(self.TEMP_DIR, "rendered_dungeon.png") r = Renderer() r.render(dungeon, file_path=fp) assert os.path.exists(fp) @pytest.mark.slow def test_render_dungeon_with_rooms(self): randomizer = DungeonRandomizer() dungeon = Dungeon(10, 10, randomizers=[randomizer]) dungeon.randomize() dungeon.emplace_rooms() renderer = Renderer() # Render and check for the file fp = os.path.join(self.TEMP_DIR, "rendered_dungeon.png") renderer.render(dungeon, file_path=fp) assert os.path.exists(fp)
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 14 Unexpected indentation at line 18 Unexpected indentation at line 22 Unexpected indentation at line 25 💡 Suggestions: Add docstring to class 'RendererTest' Add docstring to function 'test_render_dummy_dungeon' Add docstring to function 'test_render_dungeon_with_rooms'
|
advanced
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testing
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debugging
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Pythoncode:Python
| 5
| 1
| 1,593
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport json\nimport os\nimport tempfile\nfrom unittest import TestCase\n\nimport pytest\n\nfrom donjuan import Dungeon, DungeonRandomizer, Renderer\n\n\nclass RendererTest(TestCase):\n def setUp(self):\n super().setUp()\n self.TEMP_DIR = tempfile.mkdtemp()\n\n def test_smoke(self):\n r = Renderer()\n assert r is not None\n\n def test_scale(self):\n r = Renderer(scale=3)\n assert r.scale == 3\n\n @pytest.mark.slow\n def test_render_dummy_dungeon(self):\n inpath = os.path.abspath(os.path.dirname(__file__))\n inpath = os.path.join(inpath, \"fixtures/dummy_dungeon.json\")\n with open(inpath, \"r\") as f:\n darr = json.load(f)[\"dungeon\"]\n n_rows = len(darr)\n n_cols = len(darr)\n dungeon = Dungeon(n_rows=n_rows, n_cols=n_cols)\n for i in range(n_rows):\n for j in range(n_cols):\n dungeon.grid.cells[i][j].filled = bool(darr[i][j])\n\n # Render and check for the file\n fp = os.path.join(self.TEMP_DIR, \"rendered_dungeon.png\")\n r = Renderer()\n r.render(dungeon, file_path=fp)\n assert os.path.exists(fp)\n\n @pytest.mark.slow\n def test_render_dungeon_with_rooms(self):\n randomizer = DungeonRandomizer()\n dungeon = Dungeon(10, 10, randomizers=[randomizer])\n dungeon.randomize()\n dungeon.emplace_rooms()\n renderer = Renderer()\n\n # Render and check for the file\n fp = os.path.join(self.TEMP_DIR, \"rendered_dungeon.png\")\n renderer.render(dungeon, file_path=fp)\n assert os.path.exists(fp)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 14\n Unexpected indentation at line 18\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'RendererTest'\n Add docstring to function 'test_render_dummy_dungeon'\n Add docstring to function 'test_render_dungeon_with_rooms'"}]
| false
| null | null | null |
bc583d8b5318b12422c378e8c294b322b7118447
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: """Spinnaker validate functions.""" import logging from .consts import API_URL from .utils.credentials import get_env_credential LOG = logging.getLogger(__name__) def validate_gate(): """Check Gate connection.""" try: credentials = get_env_credential() LOG.debug('Found credentials: %s', credentials) # Complete this line except TypeError: LOG.fatal('Gate connection not valid: API_URL = %s', API_URL) def validate_all(args): """Run all validate steps.""" LOG.debug('Args: %s', args) LOG.info('Running all validate steps.') validate_gate()
|
The missing line is: LOG.info('Gate working.')
|
intermediate
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api
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fill_in_the_blank
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Pythoncode:Python
| 2
| 0
| 612
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"Spinnaker validate functions.\"\"\"\nimport logging\n\nfrom .consts import API_URL\nfrom .utils.credentials import get_env_credential\n\nLOG = logging.getLogger(__name__)\n\n\ndef validate_gate():\n \"\"\"Check Gate connection.\"\"\"\n try:\n credentials = get_env_credential()\n LOG.debug('Found credentials: %s', credentials)\n # Complete this line\n except TypeError:\n LOG.fatal('Gate connection not valid: API_URL = %s', API_URL)\n\n\ndef validate_all(args):\n \"\"\"Run all validate steps.\"\"\"\n LOG.debug('Args: %s', args)\n\n LOG.info('Running all validate steps.')\n validate_gate()"}, {"role": "assistant", "content": "The missing line is:\n LOG.info('Gate working.')"}]
| false
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bc5a20c1be48c7dd2648cc88a86c05d54e4b6c1c
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.10.6 on 2017-03-15 00:56 from __future__ import unicode_literals from django.conf import settings import django.contrib.postgres.fields.jsonb from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): initial = True dependencies = [ migrations.swappable_dependency(settings.AUTH_USER_MODEL), ] operations = [ migrations.CreateModel( name='Form', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('form_id', models.IntegerField()), ('version', models.IntegerField()), ('name', models.TextField()), ('description', models.TextField(blank=True)), ('elements', django.contrib.postgres.fields.jsonb.JSONField()), ], options={ 'ordering': ('-version',), 'db_table': 'form', }, ), migrations.CreateModel( name='FormSubmission', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('state', models.IntegerField(choices=[(0, 'draft'), (1, 'submitted'), (2, 'approved'), (3, 'denied')])), ('modified', models.DateField()), ('submission', django.contrib.postgres.fields.jsonb.JSONField()), ('form', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='constellation_forms.Form')), ('owner', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)), ], options={ 'db_table': 'form_submission', }, ), migrations.CreateModel( name='Validator', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('name', models.TextField()), ('regex', models.TextField()), ], options={ 'db_table': 'validators', }, ), migrations.AlterUniqueTogether( name='form', unique_together=set([('form_id', 'version')]), ), ]
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Classes: Migration This code demonstrates Pythoncode:Python programming.
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advanced
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database
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code_explanation
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Pythoncode:Python
| 0
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| 2,437
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.10.6 on 2017-03-15 00:56\nfrom __future__ import unicode_literals\n\nfrom django.conf import settings\nimport django.contrib.postgres.fields.jsonb\nfrom django.db import migrations, models\nimport django.db.models.deletion\n\n\nclass Migration(migrations.Migration):\n\n initial = True\n\n dependencies = [\n migrations.swappable_dependency(settings.AUTH_USER_MODEL),\n ]\n\n operations = [\n migrations.CreateModel(\n name='Form',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('form_id', models.IntegerField()),\n ('version', models.IntegerField()),\n ('name', models.TextField()),\n ('description', models.TextField(blank=True)),\n ('elements', django.contrib.postgres.fields.jsonb.JSONField()),\n ],\n options={\n 'ordering': ('-version',),\n 'db_table': 'form',\n },\n ),\n migrations.CreateModel(\n name='FormSubmission',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('state', models.IntegerField(choices=[(0, 'draft'), (1, 'submitted'), (2, 'approved'), (3, 'denied')])),\n ('modified', models.DateField()),\n ('submission', django.contrib.postgres.fields.jsonb.JSONField()),\n ('form', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='constellation_forms.Form')),\n ('owner', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),\n ],\n options={\n 'db_table': 'form_submission',\n },\n ),\n migrations.CreateModel(\n name='Validator',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('name', models.TextField()),\n ('regex', models.TextField()),\n ],\n options={\n 'db_table': 'validators',\n },\n ),\n migrations.AlterUniqueTogether(\n name='form',\n unique_together=set([('form_id', 'version')]),\n ),\n ]"}, {"role": "assistant", "content": " Classes: Migration\n This code demonstrates Pythoncode:Python programming."}]
| false
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bc5ad874ef55f36dd52e0759ceb93fea5f606b23
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- import sqlite3 as sqlite import os.path as osp import sys class Sqli(object): conn = '' cursor = '' def __init__(self, dbname): try: self.conn = sqlite.connect(osp.abspath(dbname)) except Exception, what: print what sys.exit() self.conn.row_factory = sqlite.Row self.cursor = self.conn.cursor() def createTable(self): self.cursor.execute(''' CREATE TABLE IF NOT EXISTS [website]( [id] INTEGER PRIMARY KEY, [siteName] TEXT, [loginUrl] TEXT, [loginQuery] TEXT, [postUrl] TEXT, [postQuery] TEXT, UNIQUE([siteName])); ''') print "create table website " self.cursor.execute(''' CREATE INDEX IF NOT EXISTS [website_idx_siteName] ON [website]([siteName]); ''') print 'create website index' self.conn.commit() def createTable_com(self): self.cursor.execute(''' CREATE TABLE IF NOT EXISTS [com]( [id] INTEGER PRIMARY KEY, [title] TEXT, [city] TEXT, [url] TEXT, UNIQUE([url])); ''') print "create table com " self.cursor.execute(''' CREATE INDEX IF NOT EXISTS [website_idx_url] ON [com]([url]); ''') print 'create map index' self.conn.commit() def createTable_58(self): self.cursor.execute(''' CREATE TABLE IF NOT EXISTS [com]( [id] INTEGER PRIMARY KEY, [title] TEXT, [city] TEXT, [url] TEXT, UNIQUE([url])); ''') print "create table com " self.cursor.execute(''' CREATE INDEX IF NOT EXISTS [website_idx_url] ON [com]([url]); ''') print 'create map index' self.conn.commit() def query(self, sql): try: self.cursor.execute(sql) self.conn.commit() except Exception, what: print what def show(self): r = self.cursor.fetchall() return r def showone(self): return self.cursor.fetchone() def __del__(self): self.cursor.close() self.conn.close()
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Code Review: ❌ Critical issues: Unterminated string literal at line 20 SyntaxError: multiple exception types must be parenthesized at line 13 ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 13 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 76 Unexpected indentation at line 77 Unexpected indentation at line 79 Unexpected indentation at line 82 ✨ Improvements: Add closing quote at line 20 Review code syntax
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advanced
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database
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code_review
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Pythoncode:Python
| 8
| 1
| 2,258
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\nimport sqlite3 as sqlite\nimport os.path as osp\nimport sys\n\nclass Sqli(object):\n conn = ''\n cursor = ''\n def __init__(self, dbname): \n try:\n self.conn = sqlite.connect(osp.abspath(dbname))\n except Exception, what:\n print what\n sys.exit()\n self.conn.row_factory = sqlite.Row \n self.cursor = self.conn.cursor()\n \n def createTable(self): \n self.cursor.execute('''\n CREATE TABLE IF NOT EXISTS [website](\n [id] INTEGER PRIMARY KEY,\n [siteName] TEXT,\n [loginUrl] TEXT,\n [loginQuery] TEXT,\n [postUrl] TEXT,\n [postQuery] TEXT,\n UNIQUE([siteName]));\n ''')\n print \"create table website \"\n self.cursor.execute('''\n CREATE INDEX IF NOT EXISTS [website_idx_siteName] ON [website]([siteName]);\n ''')\n print 'create website index'\n self.conn.commit()\n def createTable_com(self): \n self.cursor.execute('''\n CREATE TABLE IF NOT EXISTS [com](\n [id] INTEGER PRIMARY KEY,\n [title] TEXT,\n [city] TEXT,\n [url] TEXT,\n UNIQUE([url]));\n ''')\n print \"create table com \"\n self.cursor.execute('''\n CREATE INDEX IF NOT EXISTS [website_idx_url] ON [com]([url]);\n ''')\n print 'create map index'\n self.conn.commit()\n def createTable_58(self): \n self.cursor.execute('''\n CREATE TABLE IF NOT EXISTS [com](\n [id] INTEGER PRIMARY KEY,\n [title] TEXT,\n [city] TEXT,\n [url] TEXT,\n UNIQUE([url]));\n ''')\n print \"create table com \"\n self.cursor.execute('''\n CREATE INDEX IF NOT EXISTS [website_idx_url] ON [com]([url]);\n ''')\n print 'create map index'\n self.conn.commit() \n def query(self, sql):\n try:\n self.cursor.execute(sql)\n self.conn.commit()\n except Exception, what:\n print what\n\n \n def show(self):\n r = self.cursor.fetchall()\n return r\n def showone(self):\n return self.cursor.fetchone()\n \n def __del__(self):\n self.cursor.close()\n self.conn.close()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 20\n SyntaxError: multiple exception types must be parenthesized at line 13\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 13\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 76\n Unexpected indentation at line 77\n Unexpected indentation at line 79\n Unexpected indentation at line 82\n\n\u2728 Improvements:\n Add closing quote at line 20\n Review code syntax"}]
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bc5ae8aa40e31ef7936556c55251ff7ab9886286
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: """ easy way to use losses """ from center_loss import Centerloss import torch.nn as nn from FocalLoss import FocalLoss def center_loss(pred,label,num_calss,feature): loss = Centerloss(num_calss,feature) return loss(pred,label) def Focal_loss(pred,label,num_calss,alaph=None, gamma): loss = Centerloss(num_calss,gamma) return loss(pred,label) def L1_loss(pred,label): loss = nn.L1Loss(pred,label) return loss def L2_loss(pred,label): loss = nn.MSELoss(pred,label) return loss def SmoothL1_loss(pred,label): loss = nn.SmoothL1Loss(pred,label) return loss
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 SyntaxError: non-default argument follows default argument at line 13 ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 15 Unexpected indentation at line 19 Unexpected indentation at line 23 💡 Suggestions: Add closing quote at line 1 Review code syntax
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intermediate
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general
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debugging
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Pythoncode:Python
| 5
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\neasy way to use losses\n\"\"\"\nfrom center_loss import Centerloss\nimport torch.nn as nn\nfrom FocalLoss import FocalLoss\n\n\ndef center_loss(pred,label,num_calss,feature):\n loss = Centerloss(num_calss,feature)\n return loss(pred,label)\n\ndef Focal_loss(pred,label,num_calss,alaph=None, gamma):\n loss = Centerloss(num_calss,gamma)\n return loss(pred,label)\n\ndef L1_loss(pred,label):\n loss = nn.L1Loss(pred,label)\n return loss\n\ndef L2_loss(pred,label):\n loss = nn.MSELoss(pred,label)\n return loss\n\ndef SmoothL1_loss(pred,label):\n loss = nn.SmoothL1Loss(pred,label)\n return loss"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 1\n SyntaxError: non-default argument follows default argument at line 13\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 11\n Unexpected indentation at line 15\n Unexpected indentation at line 19\n Unexpected indentation at line 23\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1\n Review code syntax"}]
| false
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bc5b677ed37d940fc02b036d43d53f7c6322c3f1
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: # Copyright 2016 Rackspace Australia # All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. import fixtures import jsonschema import os import requests from oslo_serialization import jsonutils from oslo_utils import uuidutils from nova import test from nova.tests import fixtures as nova_fixtures from nova.tests.functional import fixtures as func_fixtures from nova.tests.functional import integrated_helpers from nova.tests.unit.image import fake as fake_image class fake_result(object): def __init__(self, result): self.status_code = 200 self.text = jsonutils.dumps(result) real_request = requests.request def fake_request(obj, url, method, **kwargs): if url.startswith('http://127.0.0.1:123'): return fake_result({'a': 1, 'b': 'foo'}) if url.startswith('http://127.0.0.1:124'): return fake_result({'c': 3}) if url.startswith('http://127.0.0.1:125'): return fake_result(jsonutils.loads(kwargs.get('data', '{}'))) return real_request(method, url, **kwargs) class MetadataTest(test.TestCase, integrated_helpers.InstanceHelperMixin):
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def setUp(self): super(MetadataTest, self).setUp() fake_image.stub_out_image_service(self) self.addCleanup(fake_image.FakeImageService_reset) self.useFixture(nova_fixtures.NeutronFixture(self)) self.useFixture(func_fixtures.PlacementFixture()) self.start_service('conductor') self.start_service('scheduler') self.api = self.useFixture( nova_fixtures.OSAPIFixture(api_version='v2.1')).api self.start_service('compute') # create a server for the tests server = self._build_server(name='test') server = self.api.post_server({'server': server}) self.server = self._wait_for_state_change(server, 'ACTIVE') self.api_fixture = self.useFixture(nova_fixtures.OSMetadataServer()) self.md_url = self.api_fixture.md_url # make sure that the metadata service returns information about the # server we created above def fake_get_fixed_ip_by_address(self, ctxt, address): return {'instance_uuid': server['id']} self.useFixture( fixtures.MonkeyPatch( 'nova.network.neutron.API.get_fixed_ip_by_address', fake_get_fixed_ip_by_address)) ... [7 more functiondefs truncated] ...
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advanced
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testing
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code_completion
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Pythoncode:Python
| 4
| 2
| 2,941
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2016 Rackspace Australia\n# All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\nimport fixtures\nimport jsonschema\nimport os\nimport requests\n\nfrom oslo_serialization import jsonutils\nfrom oslo_utils import uuidutils\n\nfrom nova import test\nfrom nova.tests import fixtures as nova_fixtures\nfrom nova.tests.functional import fixtures as func_fixtures\nfrom nova.tests.functional import integrated_helpers\nfrom nova.tests.unit.image import fake as fake_image\n\n\nclass fake_result(object):\n def __init__(self, result):\n self.status_code = 200\n self.text = jsonutils.dumps(result)\n\n\nreal_request = requests.request\n\n\ndef fake_request(obj, url, method, **kwargs):\n if url.startswith('http://127.0.0.1:123'):\n return fake_result({'a': 1, 'b': 'foo'})\n if url.startswith('http://127.0.0.1:124'):\n return fake_result({'c': 3})\n if url.startswith('http://127.0.0.1:125'):\n return fake_result(jsonutils.loads(kwargs.get('data', '{}')))\n return real_request(method, url, **kwargs)\n\n\nclass MetadataTest(test.TestCase, integrated_helpers.InstanceHelperMixin):"}, {"role": "assistant", "content": "\n def setUp(self):\n super(MetadataTest, self).setUp()\n\n fake_image.stub_out_image_service(self)\n self.addCleanup(fake_image.FakeImageService_reset)\n self.useFixture(nova_fixtures.NeutronFixture(self))\n self.useFixture(func_fixtures.PlacementFixture())\n self.start_service('conductor')\n self.start_service('scheduler')\n self.api = self.useFixture(\n nova_fixtures.OSAPIFixture(api_version='v2.1')).api\n self.start_service('compute')\n\n # create a server for the tests\n server = self._build_server(name='test')\n server = self.api.post_server({'server': server})\n self.server = self._wait_for_state_change(server, 'ACTIVE')\n\n self.api_fixture = self.useFixture(nova_fixtures.OSMetadataServer())\n self.md_url = self.api_fixture.md_url\n\n # make sure that the metadata service returns information about the\n # server we created above\n def fake_get_fixed_ip_by_address(self, ctxt, address):\n return {'instance_uuid': server['id']}\n\n self.useFixture(\n fixtures.MonkeyPatch(\n 'nova.network.neutron.API.get_fixed_ip_by_address',\n fake_get_fixed_ip_by_address))\n\n\n ... [7 more functiondefs truncated] ..."}]
| false
| null | null | null |
bc5b680a2cd25d3fd6125ee9f9722bc8e692640b
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import os import sys import json class Model_data_preparation(object): def __init__(self, DATA_INPUT_DIR="raw_data", DATA_OUTPUT_DIR="SKE_2019_tokened_labeling", vocab_file_path="vocab.txt", do_lower_case=True,General_Mode = False): self.bert_tokenizer = tokenization.FullTokenizer(vocab_file=self.get_vocab_file_path(vocab_file_path), do_lower_case=do_lower_case) # 初始化 bert_token 工具 self.DATA_INPUT_DIR = self.get_data_input_dir(DATA_INPUT_DIR) self.DATA_OUTPUT_DIR = os.path.join(os.path.dirname(__file__), DATA_OUTPUT_DIR) self.General_Mode = General_Mode def get_data_input_dir(self, DATA_INPUT_DIR): DATAself_INPUT_DIR = os.path.join( os.path.abspath(os.path.join(os.path.dirname(__file__), "../../")), DATA_INPUT_DIR) return DATA_INPUT_DIR def get_vocab_file_path(self, vocab_file_path): print(vocab_file_path) return vocab_file_path def subject_object_labeling(self, spo_list, text): def _spo_list_to_spo_predicate_dict(spo_list): spo_predicate_dict = dict() for spo_item in spo_list: predicate = spo_item["predicate"] subject = spo_item["subject"] object = spo_item["object"] spo_predicate_dict.setdefault(predicate, []).append((subject, object)) return spo_predicate_dict def _gen_event_dic(spo_list): res = []
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res_d = {} predicate = "" for spo_item in spo_list: predicate = spo_item["event"] if 'time' in spo_item: time = spo_item["time"] res.append(('time',time)) if 'location' in spo_item: location = spo_item["location"] res.append(('location',location)) if 'participant' in spo_item: participant = spo_item["participant"] res.append(('participant',participant)) if 'denoter' in spo_item: denoter = spo_item["denoter"] res.append(('denoter',denoter)) if 'object' in spo_item: object = spo_item["object"] res.append(('object',object)) res_d[predicate] = res return res_d ... [3 more functiondefs truncated] ...
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advanced
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machine_learning
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code_completion
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Pythoncode:Python
| 6
| 1
| 2,489
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\nimport sys\nimport json\nclass Model_data_preparation(object):\n\n def __init__(self, DATA_INPUT_DIR=\"raw_data\", DATA_OUTPUT_DIR=\"SKE_2019_tokened_labeling\",\n vocab_file_path=\"vocab.txt\", do_lower_case=True,General_Mode = False):\n self.bert_tokenizer = tokenization.FullTokenizer(vocab_file=self.get_vocab_file_path(vocab_file_path),\n do_lower_case=do_lower_case) # \u521d\u59cb\u5316 bert_token \u5de5\u5177\n self.DATA_INPUT_DIR = self.get_data_input_dir(DATA_INPUT_DIR)\n self.DATA_OUTPUT_DIR = os.path.join(os.path.dirname(__file__), DATA_OUTPUT_DIR)\n self.General_Mode = General_Mode\n\n def get_data_input_dir(self, DATA_INPUT_DIR):\n DATAself_INPUT_DIR = os.path.join(\n os.path.abspath(os.path.join(os.path.dirname(__file__), \"../../\")), DATA_INPUT_DIR)\n return DATA_INPUT_DIR\n\n def get_vocab_file_path(self, vocab_file_path):\n print(vocab_file_path)\n return vocab_file_path\n\n def subject_object_labeling(self, spo_list, text):\n def _spo_list_to_spo_predicate_dict(spo_list):\n spo_predicate_dict = dict()\n for spo_item in spo_list:\n predicate = spo_item[\"predicate\"]\n subject = spo_item[\"subject\"]\n object = spo_item[\"object\"]\n spo_predicate_dict.setdefault(predicate, []).append((subject, object))\n return spo_predicate_dict\n\n def _gen_event_dic(spo_list):\n res = []"}, {"role": "assistant", "content": "\n res_d = {}\n predicate = \"\"\n for spo_item in spo_list:\n predicate = spo_item[\"event\"]\n if 'time' in spo_item: \n time = spo_item[\"time\"]\n res.append(('time',time))\n if 'location' in spo_item:\n location = spo_item[\"location\"]\n res.append(('location',location))\n if 'participant' in spo_item:\n participant = spo_item[\"participant\"]\n res.append(('participant',participant))\n if 'denoter' in spo_item:\n denoter = spo_item[\"denoter\"]\n res.append(('denoter',denoter))\n if 'object' in spo_item:\n object = spo_item[\"object\"]\n res.append(('object',object))\n res_d[predicate] = res\n return res_d\n\n\n ... [3 more functiondefs truncated] ..."}]
| false
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bc5dd6bb126db54b8402ce56f75664e9271f9ace
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import typing # noqa from google.protobuf import descriptor from google.protobuf.json_format import _IsMapEntry, _Printer from google.protobuf.message import Message # noqa from clarifai.rest.grpc.proto.clarifai.api.utils import extensions_pb2 def protobuf_to_dict(object_protobuf, use_integers_for_enums=True, ignore_show_empty=False): # type: (Message, typing.Optional[bool], typing.Optional[bool]) -> dict # printer = _CustomPrinter( printer = _CustomPrinter( including_default_value_fields=False, preserving_proto_field_name=True, use_integers_for_enums=use_integers_for_enums, ignore_show_empty=ignore_show_empty) # pylint: disable=protected-access return printer._MessageToJsonObject(object_protobuf) class _CustomPrinter(_Printer): def __init__(self, including_default_value_fields, preserving_proto_field_name, use_integers_for_enums, ignore_show_empty): super(_CustomPrinter, self).__init__(including_default_value_fields, preserving_proto_field_name, use_integers_for_enums) self._ignore_show_empty = ignore_show_empty def _RegularMessageToJsonObject(self, message, js): """ Because of the fields with the custom extension `cl_show_if_empty`, we need to adjust the original's method's return JSON object and keep these fields. """ js = super(_CustomPrinter, self)._RegularMessageToJsonObject(message, js) message_descriptor = message.DESCRIPTOR for field in message_descriptor.fields: if (self._ignore_show_empty and
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not field.GetOptions().Extensions[extensions_pb2.cl_default_float]): continue if not field.GetOptions().Extensions[extensions_pb2.cl_show_if_empty]: continue # Singular message fields and oneof fields will not be affected. if ((field.label != descriptor.FieldDescriptor.LABEL_REPEATED and field.cpp_type == descriptor.FieldDescriptor.CPPTYPE_MESSAGE) or field.containing_oneof): continue if self.preserving_proto_field_name: name = field.name else: name = field.json_name if name in js: # Skip the field which has been serialized already. continue if _IsMapEntry(field): js[name] = {} elif field.label == descriptor.FieldDescriptor.LABEL_REPEATED: js[name] = [] else: js[name] = self._FieldToJsonObject(field, field.default_value) return js ... [1 more functiondefs truncated] ...
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advanced
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api
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code_completion
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Pythoncode:Python
| 3
| 1
| 2,537
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport typing # noqa\n\nfrom google.protobuf import descriptor\nfrom google.protobuf.json_format import _IsMapEntry, _Printer\nfrom google.protobuf.message import Message # noqa\n\nfrom clarifai.rest.grpc.proto.clarifai.api.utils import extensions_pb2\n\n\ndef protobuf_to_dict(object_protobuf, use_integers_for_enums=True, ignore_show_empty=False):\n # type: (Message, typing.Optional[bool], typing.Optional[bool]) -> dict\n\n # printer = _CustomPrinter(\n printer = _CustomPrinter(\n including_default_value_fields=False,\n preserving_proto_field_name=True,\n use_integers_for_enums=use_integers_for_enums,\n ignore_show_empty=ignore_show_empty)\n # pylint: disable=protected-access\n return printer._MessageToJsonObject(object_protobuf)\n\n\nclass _CustomPrinter(_Printer):\n\n def __init__(self, including_default_value_fields, preserving_proto_field_name,\n use_integers_for_enums, ignore_show_empty):\n super(_CustomPrinter, self).__init__(including_default_value_fields,\n preserving_proto_field_name, use_integers_for_enums)\n self._ignore_show_empty = ignore_show_empty\n\n def _RegularMessageToJsonObject(self, message, js):\n \"\"\"\n Because of the fields with the custom extension `cl_show_if_empty`, we need to adjust the\n original's method's return JSON object and keep these fields.\n \"\"\"\n\n js = super(_CustomPrinter, self)._RegularMessageToJsonObject(message, js)\n\n message_descriptor = message.DESCRIPTOR\n for field in message_descriptor.fields:\n\n if (self._ignore_show_empty and"}, {"role": "assistant", "content": "\n not field.GetOptions().Extensions[extensions_pb2.cl_default_float]):\n continue\n if not field.GetOptions().Extensions[extensions_pb2.cl_show_if_empty]:\n continue\n\n # Singular message fields and oneof fields will not be affected.\n if ((field.label != descriptor.FieldDescriptor.LABEL_REPEATED and\n field.cpp_type == descriptor.FieldDescriptor.CPPTYPE_MESSAGE) or\n field.containing_oneof):\n continue\n if self.preserving_proto_field_name:\n name = field.name\n else:\n name = field.json_name\n if name in js:\n # Skip the field which has been serialized already.\n continue\n if _IsMapEntry(field):\n js[name] = {}\n elif field.label == descriptor.FieldDescriptor.LABEL_REPEATED:\n js[name] = []\n else:\n js[name] = self._FieldToJsonObject(field, field.default_value)\n\n return js\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
bc5ea97eac050b419965fd5ba95918dc58fe5bee
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python # # -*- coding: utf-8 -*- # # Copyright (c) 2018 JiNong, Inc. # All right reserved. # import struct import time import socket import select import traceback import hashlib import json from enum import IntEnum from threading import Thread, Lock from mate import Mate, ThreadMate, DevType from mblock import MBlock, BlkType, StatCode, ResCode, CmdCode, Observation, Request, Response, NotiCode, Notice from pymodbus.client.sync import ModbusSerialClient from pymodbus.client.sync import ModbusTcpClient class NodeType(IntEnum): SENNODE = 1 ACTNODE = 2 INTNODE = 3 NUTNODE = 4 class ProtoVer(IntEnum): KS_X_3267_2020 = 10 KS_X_3267_2018 = 101 TTA_1 = 201 class KSX3267MateV2(ThreadMate): _SLEEP = 0.5 _VERSION = "KSX3267_0.1" _KEYWORDS = {"value" : (2, "float"), "status" : (1, "status"), "opid" : (1, "short"), "state-hold-time" : (2, "int"), "ratio": (1, "short"), "position" : (1, "short"), "remain-time" : (2, "int"), "control": (1, "control"), "area" : (1, "short"), "alert" : (1, "alert"), "hold-time" : (2, "int"), "operation" : (1, "operation"), "time" : (2, "int"), "opentime" : (1, "short"), "closetime" : (1, "short"), "EC": (2, "float"), "pH": (2, "float"), "on-sec" : (1, "short"), "start-area" : (1, "short"), "stop-area": (1, "short"), "epoch" : (2, "int"), "vfloat": (2, "float"), "vint" : (2, "int")} _DEVINFOREG = 2 _DEVCODEREG = 101 def __init__(self, option, devinfo, coupleid, logger): super(KSX3267MateV2, self).__init__(option, devinfo, coupleid, logger) self._timeout = 3 if "timeout" not in option else option["timeout"] self._conn = {} self._tempthd = [] self._isdetecting = False self._detection = {"port": [], "saddr":0, "eaddr":0, "opid":0} #self._nodes = self._devinfo.getgw()["children"] self._lock = Lock() self._logger.info("KSX3267MateV2 Started.") def detect_node(self, conn, unit, registers): print "detect_node", unit, registers compcode = registers[0] nodecode = registers[2] size = registers[4] while True: res = self.readregister(conn, KSX3267MateV2._DEVCODEREG, size, unit) if res is None or res.isError(): self._logger.warn("Fail to get devices from " + str(unit) + " " + str(res)) return None if len(res.registers) != size: self._logger.info("retry to get data since size of data is not matched. " + str(size) + " " + str(len(res.registers))) continue return {"compcode" : compcode, "nodecode" : nodecode, "devcodes": res.registers} def getdk(self, dev, idx): dk = json.loads(dev["dk"]) return dk[idx] def setdetection(self, flag, opid=0): self._isdetecting = flag self._detection["opid"] = opid def star ... [code truncated] ...
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Functions: __init__, detect_node, getdk, setdetection, star Classes: NodeType, ProtoVer, KSX3267MateV2 This code demonstrates Pythoncode:Python programming.
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advanced
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api
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code_explanation
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Pythoncode:Python
| 5
| 3
| 3,033
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python\n#\n# -*- coding: utf-8 -*-\n#\n# Copyright (c) 2018 JiNong, Inc.\n# All right reserved.\n#\n\nimport struct\nimport time\nimport socket\nimport select\nimport traceback\nimport hashlib\nimport json\nfrom enum import IntEnum\nfrom threading import Thread, Lock\nfrom mate import Mate, ThreadMate, DevType\nfrom mblock import MBlock, BlkType, StatCode, ResCode, CmdCode, Observation, Request, Response, NotiCode, Notice\nfrom pymodbus.client.sync import ModbusSerialClient\nfrom pymodbus.client.sync import ModbusTcpClient\n\nclass NodeType(IntEnum):\n SENNODE = 1\n ACTNODE = 2\n INTNODE = 3\n NUTNODE = 4\n\nclass ProtoVer(IntEnum):\n KS_X_3267_2020 = 10\n KS_X_3267_2018 = 101\n TTA_1 = 201\n\n\nclass KSX3267MateV2(ThreadMate):\n _SLEEP = 0.5\n _VERSION = \"KSX3267_0.1\"\n _KEYWORDS = {\"value\" : (2, \"float\"), \"status\" : (1, \"status\"),\n \"opid\" : (1, \"short\"), \"state-hold-time\" : (2, \"int\"), \"ratio\": (1, \"short\"),\n \"position\" : (1, \"short\"), \"remain-time\" : (2, \"int\"),\n \"control\": (1, \"control\"), \"area\" : (1, \"short\"), \"alert\" : (1, \"alert\"),\n \"hold-time\" : (2, \"int\"), \"operation\" : (1, \"operation\"),\n \"time\" : (2, \"int\"), \"opentime\" : (1, \"short\"), \"closetime\" : (1, \"short\"),\n \"EC\": (2, \"float\"), \"pH\": (2, \"float\"), \"on-sec\" : (1, \"short\"),\n \"start-area\" : (1, \"short\"), \"stop-area\": (1, \"short\"),\n \"epoch\" : (2, \"int\"), \"vfloat\": (2, \"float\"), \"vint\" : (2, \"int\")}\n _DEVINFOREG = 2\n _DEVCODEREG = 101\n\n def __init__(self, option, devinfo, coupleid, logger):\n super(KSX3267MateV2, self).__init__(option, devinfo, coupleid, logger)\n self._timeout = 3 if \"timeout\" not in option else option[\"timeout\"]\n self._conn = {}\n self._tempthd = []\n self._isdetecting = False\n self._detection = {\"port\": [], \"saddr\":0, \"eaddr\":0, \"opid\":0}\n #self._nodes = self._devinfo.getgw()[\"children\"]\n self._lock = Lock()\n self._logger.info(\"KSX3267MateV2 Started.\")\n\n def detect_node(self, conn, unit, registers):\n print \"detect_node\", unit, registers\n compcode = registers[0]\n nodecode = registers[2]\n size = registers[4]\n\n while True:\n res = self.readregister(conn, KSX3267MateV2._DEVCODEREG, size, unit)\n\n if res is None or res.isError():\n self._logger.warn(\"Fail to get devices from \" + str(unit) + \" \" + str(res))\n return None\n\n if len(res.registers) != size:\n self._logger.info(\"retry to get data since size of data is not matched. \" + str(size) + \" \" + str(len(res.registers)))\n continue\n\n return {\"compcode\" : compcode, \"nodecode\" : nodecode, \"devcodes\": res.registers}\n\n def getdk(self, dev, idx):\n dk = json.loads(dev[\"dk\"])\n return dk[idx]\n\n def setdetection(self, flag, opid=0):\n self._isdetecting = flag\n self._detection[\"opid\"] = opid\n\n def star\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, detect_node, getdk, setdetection, star\n Classes: NodeType, ProtoVer, KSX3267MateV2\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
bc5eeaf616c5264490632d3b43d2af7080e1aea8
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import demjson import sys from subprocess import Popen, PIPE import subprocess import xml.etree.ElementTree as ET import os from datetime import datetime from functions import runcommand #from sets import Set def getfailedcases(withBundle = True): xmlfile='build/reports/junit.xml' tree = ET.parse(xmlfile) root = tree.getroot() testbundle = root.get('name') testbundle = testbundle[0:len(testb
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 15 - expected ']' • Unclosed '(' at line 15 - expected ')' Fix: Complete the truncated code structure
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intermediate
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testing
|
error_detection
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Pythoncode:Python
| 1
| 0
| 419
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport demjson\nimport sys\nfrom subprocess import Popen, PIPE\nimport subprocess\nimport xml.etree.ElementTree as ET\nimport os\nfrom datetime import datetime\nfrom functions import runcommand\n#from sets import Set\ndef getfailedcases(withBundle = True): \n xmlfile='build/reports/junit.xml'\n tree = ET.parse(xmlfile) \n root = tree.getroot() \n testbundle = root.get('name')\n testbundle = testbundle[0:len(testb"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 15 - expected ']'\n \u2022 Unclosed '(' at line 15 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc60aeeb26d899f8ba324554b05c50b567a13167
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # flake8: noqa: F401 from .context_manager_hook import ContextManagerHook from .counter_hook import CounterHook from .file_open_hook import FileOpenHook from .logging_hook import LoggingHook from .profiler_hook import ProfilerHook from .runtime_audit_hook import RuntimeAuditHook from .stack_trace_hook import StackTraceHook from .timer_hook import TimerHook from .tracing_hook import TracingHook __all__ = [ Error: SyntaxError / EOF
|
Fixed Code: # flake8: noqa: F401 from .context_manager_hook import ContextManagerHook from .counter_hook import CounterHook from .file_open_hook import FileOpenHook from .logging_hook import LoggingHook from .profiler_hook import ProfilerHook from .runtime_audit_hook import RuntimeAuditHook from .stack_trace_hook import StackTraceHook from .timer_hook import TimerHook from .tracing_hook import TracingHook __all__ = [ "CounterHook", "FileOpenHook", "LoggingHook", "ProfilerHook", "StackTraceHook", Explanation: Complete the truncated code structure
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intermediate
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general
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error_fixing
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Pythoncode:Python
| 0
| 0
| 409
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# flake8: noqa: F401\nfrom .context_manager_hook import ContextManagerHook\nfrom .counter_hook import CounterHook\nfrom .file_open_hook import FileOpenHook\nfrom .logging_hook import LoggingHook\nfrom .profiler_hook import ProfilerHook\nfrom .runtime_audit_hook import RuntimeAuditHook\nfrom .stack_trace_hook import StackTraceHook\nfrom .timer_hook import TimerHook\nfrom .tracing_hook import TracingHook\n\n__all__ = [\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# flake8: noqa: F401\nfrom .context_manager_hook import ContextManagerHook\nfrom .counter_hook import CounterHook\nfrom .file_open_hook import FileOpenHook\nfrom .logging_hook import LoggingHook\nfrom .profiler_hook import ProfilerHook\nfrom .runtime_audit_hook import RuntimeAuditHook\nfrom .stack_trace_hook import StackTraceHook\nfrom .timer_hook import TimerHook\nfrom .tracing_hook import TracingHook\n\n__all__ = [\n \"CounterHook\",\n \"FileOpenHook\",\n \"LoggingHook\",\n \"ProfilerHook\",\n \"StackTraceHook\",\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc60d0aa50b7ae50518bf50520f50484fbc32b50
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TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import pytest import numpy as np import pandas as pd from hypothetical._lib import _build_des_mat def test_array(): d = np.array([[1., 1.11, 2.569, 3.58, 0.76], [1., 1.19, 2.928, 3.75, 0.821], [1., 1.09, 2.865, 3.93, 0.928], [1., 1.25, 3.844, 3.94, 1.009], [1., 1.11, 3.027, 3.6, 0.766], [1., 1.08, 2.336, 3.51, 0.726], [1., 1.11, 3.211, 3.98, 1.209], [1., 1.16, 3.037, 3.62, 0.75], [2., 1.05, 2.074, 4.09, 1.036], [2., 1.17, 2.885, 4.06, 1.094], [2., 1.11, 3.378, 4.87, 1.635], [2., 1.25, 3.906, 4.98, 1.517], [2., 1.17, 2.782, 4.38, 1.197], [2., 1.15, 3.018, 4.65, 1.244], [2., 1.17, 3.383, 4.69, 1.495], [2., 1.19, 3.447, 4.4, 1.026], [3., 1.07, 2.505, 3.76, 0.912], [3., 0.99, 2.315, 4.44, 1.398], [3., 1.06, 2.667, 4.38, 1.197], [3., 1.02, 2.39, 4.67, 1.613], [3., 1.15, 3.021, 4.48, 1.476], [3., 1.2, 3.085, 4.78, 1.571], [3., 1.2, 3.308, 4.57, 1.506], [3., 1.17, 3.231, 4.56, 1.458], [4., 1.22, 2.838, 3.89, 0.944], [4., 1.03, 2.351, 4.05, 1.241], [4., 1.14, 3.001, Error: SyntaxError / EOF
|
Fixed Code: import pytest import numpy as np import pandas as pd from hypothetical._lib import _build_des_mat def test_array(): d = np.array([[1., 1.11, 2.569, 3.58, 0.76], [1., 1.19, 2.928, 3.75, 0.821], [1., 1.09, 2.865, 3.93, 0.928], [1., 1.25, 3.844, 3.94, 1.009], [1., 1.11, 3.027, 3.6, 0.766], [1., 1.08, 2.336, 3.51, 0.726], [1., 1.11, 3.211, 3.98, 1.209], [1., 1.16, 3.037, 3.62, 0.75], [2., 1.05, 2.074, 4.09, 1.036], [2., 1.17, 2.885, 4.06, 1.094], [2., 1.11, 3.378, 4.87, 1.635], [2., 1.25, 3.906, 4.98, 1.517], [2., 1.17, 2.782, 4.38, 1.197], Explanation: Complete the truncated code structure
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intermediate
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testing
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error_fixing
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Pythoncode:Python
| 1
| 0
| 1,447
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport pytest\nimport numpy as np\nimport pandas as pd\nfrom hypothetical._lib import _build_des_mat\n\n\ndef test_array():\n d = np.array([[1., 1.11, 2.569, 3.58, 0.76],\n [1., 1.19, 2.928, 3.75, 0.821],\n [1., 1.09, 2.865, 3.93, 0.928],\n [1., 1.25, 3.844, 3.94, 1.009],\n [1., 1.11, 3.027, 3.6, 0.766],\n [1., 1.08, 2.336, 3.51, 0.726],\n [1., 1.11, 3.211, 3.98, 1.209],\n [1., 1.16, 3.037, 3.62, 0.75],\n [2., 1.05, 2.074, 4.09, 1.036],\n [2., 1.17, 2.885, 4.06, 1.094],\n [2., 1.11, 3.378, 4.87, 1.635],\n [2., 1.25, 3.906, 4.98, 1.517],\n [2., 1.17, 2.782, 4.38, 1.197],\n [2., 1.15, 3.018, 4.65, 1.244],\n [2., 1.17, 3.383, 4.69, 1.495],\n [2., 1.19, 3.447, 4.4, 1.026],\n [3., 1.07, 2.505, 3.76, 0.912],\n [3., 0.99, 2.315, 4.44, 1.398],\n [3., 1.06, 2.667, 4.38, 1.197],\n [3., 1.02, 2.39, 4.67, 1.613],\n [3., 1.15, 3.021, 4.48, 1.476],\n [3., 1.2, 3.085, 4.78, 1.571],\n [3., 1.2, 3.308, 4.57, 1.506],\n [3., 1.17, 3.231, 4.56, 1.458],\n [4., 1.22, 2.838, 3.89, 0.944],\n [4., 1.03, 2.351, 4.05, 1.241],\n [4., 1.14, 3.001, \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport pytest\nimport numpy as np\nimport pandas as pd\nfrom hypothetical._lib import _build_des_mat\n\n\ndef test_array():\n d = np.array([[1., 1.11, 2.569, 3.58, 0.76],\n [1., 1.19, 2.928, 3.75, 0.821],\n [1., 1.09, 2.865, 3.93, 0.928],\n [1., 1.25, 3.844, 3.94, 1.009],\n [1., 1.11, 3.027, 3.6, 0.766],\n [1., 1.08, 2.336, 3.51, 0.726],\n [1., 1.11, 3.211, 3.98, 1.209],\n [1., 1.16, 3.037, 3.62, 0.75],\n [2., 1.05, 2.074, 4.09, 1.036],\n [2., 1.17, 2.885, 4.06, 1.094],\n [2., 1.11, 3.378, 4.87, 1.635],\n [2., 1.25, 3.906, 4.98, 1.517],\n [2., 1.17, 2.782, 4.38, 1.197],\n\n Explanation: Complete the truncated code structure"}]
| true
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syntax
|
HARD_CUT
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CRITICAL
|
bc613b321946268bd365a901afc58d30c0ee1a72
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 # Copyright (c) 2017 Computer Vision Center (CVC) at the Universitat Autonoma de # Barcelona (UAB). # # This work is licensed under the terms of the MIT license. # For a copy, see <https://opensource.org/licenses/MIT>. def reporthook(count, block_size, total_size): global start_time if count == 0: start_time = time.time() return duration = time.time() - start_time progress_size = int(count * block_size) speed = int(progress_size / (1024 * duration)) percent = int(count * block_size * 100 / total_size) if percent % 5 == 0: sys.stdout.write("\r...%d%%, %d MB, %d KB/s, %d seconds passed" % (percent, progress_size / (1024 * 1024), speed, duration)) sys.stdout.flush() def sizeof_fmt(num, suffix='B'): # https://stackoverflow.com/a/1094933/5308925 for unit in ['','K','M','G','T','P','E','Z']: if abs(num) < 1000.0: return "%3.2f%s%s" % (num, unit, suffix) num /= 1000.0 return "%.2f%s%s" % (num, 'Yi', suffix) def print_status(destination, progress): message = "Downloading %s... %s" % (destination, sizeof_fmt(progress)) empty_space = shutil.get_terminal_size((80, 20)).columns - len(message) sys.stdout.write('\r' + message + empty_space * ' ') sys.stdout.flush() def download_file_from_google_drive(id, destination): # https://stackoverflow.com/a/39225039/5308925 def save_response_content(response, destination): ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: written_size = 0 with open(destination, "wb") as f: for chunk in response.iter_content(chunk_size): if chunk: # filter out keep-alive new chunks
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advanced
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api
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incomplete_code
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Pythoncode:Python
| 6
| 0
| 1,492
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n\n# Copyright (c) 2017 Computer Vision Center (CVC) at the Universitat Autonoma de\n# Barcelona (UAB).\n#\n# This work is licensed under the terms of the MIT license.\n# For a copy, see <https://opensource.org/licenses/MIT>.\n\ndef reporthook(count, block_size, total_size):\n global start_time\n if count == 0:\n start_time = time.time()\n return\n duration = time.time() - start_time\n progress_size = int(count * block_size)\n speed = int(progress_size / (1024 * duration))\n percent = int(count * block_size * 100 / total_size)\n\n if percent % 5 == 0:\n sys.stdout.write(\"\\r...%d%%, %d MB, %d KB/s, %d seconds passed\" %\n (percent, progress_size / (1024 * 1024), speed, duration))\n sys.stdout.flush()\n\ndef sizeof_fmt(num, suffix='B'):\n # https://stackoverflow.com/a/1094933/5308925\n for unit in ['','K','M','G','T','P','E','Z']:\n if abs(num) < 1000.0:\n return \"%3.2f%s%s\" % (num, unit, suffix)\n num /= 1000.0\n return \"%.2f%s%s\" % (num, 'Yi', suffix)\n\n\ndef print_status(destination, progress):\n message = \"Downloading %s... %s\" % (destination, sizeof_fmt(progress))\n empty_space = shutil.get_terminal_size((80, 20)).columns - len(message)\n sys.stdout.write('\\r' + message + empty_space * ' ')\n sys.stdout.flush()\n\n\ndef download_file_from_google_drive(id, destination):\n # https://stackoverflow.com/a/39225039/5308925\n\n def save_response_content(response, destination):\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 written_size = 0\n\n with open(destination, \"wb\") as f:\n for chunk in response.iter_content(chunk_size):\n if chunk: # filter out keep-alive new chunks"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc633f72ddfead99679ba43f47af451833e0fa30
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- """ 将耗时间的任务放到线程中以获得更好的用户体验。 """ import time import tkinter import tkinter.messagebox def download(): # 模拟下载任务需要花费10秒时间 time.sleep(10) tkinter.messagebox.showinfo('提示', '下载完成') def show_about(): tkinter.messagebox.showinfo('关于', '作者：罗浩') def main(): top = tkinter.Tk() top.title('单线程') top.geometry('200x150') top.wm_attributes('-topmost', True) panel = tkinter.Frame(top) button1 = tkinter.Button(panel, text='下载', command=download) button1.pack(side='left') button2 = tkinter.Button(panel, text='关于', command=show_about) button2.pack(side='right') panel.pack(side='bottom') tkinter.mainloop() if __name__ == '__main__': main()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
ui
|
refactoring
|
Pythoncode:Python
| 3
| 0
| 763
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n\"\"\"\r\n\u5c06\u8017\u65f6\u95f4\u7684\u4efb\u52a1\u653e\u5230\u7ebf\u7a0b\u4e2d\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7528\u6237\u4f53\u9a8c\u3002\r\n\"\"\"\r\nimport time\r\nimport tkinter\r\nimport tkinter.messagebox\r\n\r\n\r\ndef download():\r\n # \u6a21\u62df\u4e0b\u8f7d\u4efb\u52a1\u9700\u8981\u82b1\u8d3910\u79d2\u65f6\u95f4\r\n time.sleep(10)\r\n tkinter.messagebox.showinfo('\u63d0\u793a', '\u4e0b\u8f7d\u5b8c\u6210')\r\n\r\n\r\ndef show_about():\r\n tkinter.messagebox.showinfo('\u5173\u4e8e', '\u4f5c\u8005\uff1a\u7f57\u6d69')\r\n\r\n\r\ndef main():\r\n top = tkinter.Tk()\r\n top.title('\u5355\u7ebf\u7a0b')\r\n top.geometry('200x150')\r\n top.wm_attributes('-topmost', True)\r\n\r\n panel = tkinter.Frame(top)\r\n button1 = tkinter.Button(panel, text='\u4e0b\u8f7d', command=download)\r\n button1.pack(side='left')\r\n button2 = tkinter.Button(panel, text='\u5173\u4e8e', command=show_about)\r\n button2.pack(side='right')\r\n panel.pack(side='bottom')\r\n\r\n tkinter.mainloop()\r\n\r\n\r\nif __name__ == '__main__':\r\n main()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
bc63b363d6718bb79d14c412bc96475ee3170b28
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: class webhookReceiver(AsyncRequestHandler): """Receive REST API posts from GitLab""" _bot = None @asyncio.coroutine def process_request(self, path, dummy_query_string, content): """Process a received POST to a given converstation""" path = path.split("/") conv_or_user_id = path[1] if conv_or_user_id is None: logger.error("conversation and user id must be provided as part of path") return try: payload = json.loads(content) except json.JSONDecodeError as err: logger.exception("invalid payload @%d:%d: %s", err.lineno, err.colno, err) logger.error("GitLab message: %s", json.dumps(payload)) refs = payload.get("ref", '').split("/") user = payload.get("user_name") if not user: user = payload["user"]["name"] message = ["GitLab update for [{}]({}) by __{}__".format( payload["project"]["name"], payload["project"]["web_url"], user)] if payload["object_kind"] == "push": message.append("Pushed {} commit(s) on {} branch:".format( payload["total_commits_count"], "/".join(refs[2:]))) for commit in payload["commits"]: message.append("{} -- {} at [{:%c}]({})".format( commit["message"], commit["author"]["name"], dateutil.parser.parse(commit["timestamp"]), commit["url"])) elif payload["object_kind"] == "tag_push": message.append("Pushed tag {}]".format("/".join(refs[2:]))) elif payload["object_kind"] == "issue": issue = payload["object_attributes"] message.append("Update {} issue {} at {:%c}\n[{}]({})".format( issue["state"], issue["id"], dateutil.parser.parse(issue["updated_at"]), issue["title"], issue["url"])) elif payload["object_kind"] == "note": note = payload["object_attributes"] message.append("{} note on {}: [{}]({})".format( note["notable_type"], note["id"], note["note"], note["url"])) elif payload["object_kind"] == "merge_request": request = payload["object_attributes"] message.append("Merge request {}: from [{}:{}]({}) to [{}:{}]({})".format( request["id"], request["source"]["name"], request["source_branch"], request["source"]["web_url"], request["target"]["name"], request["target_branch"], request["target"]["web_url"])) else: message.append("{}: unknown gitlab webhook object kind".format(payload["object_kind"])) logger.warning("%s: unknown gitlab webhook object kind", payload["object_kind"]) if message: yield from self.send_data(conv_or_user_id, "\n".join(message))
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 11 Buggy code: logger.error("conversation and user id must be provided as part of path") Should be: logger.error("conversation or user id must be provided as part of path") Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
api
|
logical_errors
|
Pythoncode:Python
| 1
| 1
| 2,873
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nclass webhookReceiver(AsyncRequestHandler):\n \"\"\"Receive REST API posts from GitLab\"\"\"\n _bot = None\n\n @asyncio.coroutine\n def process_request(self, path, dummy_query_string, content):\n \"\"\"Process a received POST to a given converstation\"\"\"\n path = path.split(\"/\")\n conv_or_user_id = path[1]\n if conv_or_user_id is None:\n logger.error(\"conversation and user id must be provided as part of path\")\n return\n\n try:\n payload = json.loads(content)\n except json.JSONDecodeError as err:\n logger.exception(\"invalid payload @%d:%d: %s\", err.lineno, err.colno, err)\n\n logger.error(\"GitLab message: %s\", json.dumps(payload))\n\n refs = payload.get(\"ref\", '').split(\"/\")\n\n user = payload.get(\"user_name\")\n if not user:\n user = payload[\"user\"][\"name\"]\n\n message = [\"GitLab update for [{}]({}) by __{}__\".format(\n payload[\"project\"][\"name\"], payload[\"project\"][\"web_url\"], user)]\n\n\n if payload[\"object_kind\"] == \"push\":\n message.append(\"Pushed {} commit(s) on {} branch:\".format(\n payload[\"total_commits_count\"], \"/\".join(refs[2:])))\n\n for commit in payload[\"commits\"]:\n message.append(\"{} -- {} at [{:%c}]({})\".format(\n commit[\"message\"], commit[\"author\"][\"name\"],\n dateutil.parser.parse(commit[\"timestamp\"]), commit[\"url\"]))\n\n elif payload[\"object_kind\"] == \"tag_push\":\n message.append(\"Pushed tag {}]\".format(\"/\".join(refs[2:])))\n\n elif payload[\"object_kind\"] == \"issue\":\n issue = payload[\"object_attributes\"]\n message.append(\"Update {} issue {} at {:%c}\\n[{}]({})\".format(\n issue[\"state\"], issue[\"id\"],\n dateutil.parser.parse(issue[\"updated_at\"]),\n issue[\"title\"], issue[\"url\"]))\n\n elif payload[\"object_kind\"] == \"note\":\n note = payload[\"object_attributes\"]\n message.append(\"{} note on {}: [{}]({})\".format(\n note[\"notable_type\"], note[\"id\"], note[\"note\"], note[\"url\"]))\n\n elif payload[\"object_kind\"] == \"merge_request\":\n request = payload[\"object_attributes\"]\n message.append(\"Merge request {}: from [{}:{}]({}) to [{}:{}]({})\".format(\n request[\"id\"],\n request[\"source\"][\"name\"], request[\"source_branch\"], request[\"source\"][\"web_url\"],\n request[\"target\"][\"name\"], request[\"target_branch\"], request[\"target\"][\"web_url\"]))\n\n else:\n message.append(\"{}: unknown gitlab webhook object kind\".format(payload[\"object_kind\"]))\n logger.warning(\"%s: unknown gitlab webhook object kind\", payload[\"object_kind\"])\n\n if message:\n yield from self.send_data(conv_or_user_id, \"\\n\".join(message))"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong logical operator\n Severity: CRITICAL\n\n Location: Line 11\n\n Buggy code:\n logger.error(\"conversation and user id must be provided as part of path\")\n\n Should be:\n logger.error(\"conversation or user id must be provided as part of path\")\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
bc652014fdf4755fbb2d576c8ff7469edba046ae
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: from evsim.system_simulator import SystemSimulator from evsim.behavior_model_executor import BehaviorModelExecutor from evsim.system_message import SysMessage from evsim.definition import * import os import subprocess as sp class Assessor(BehaviorModelExecutor): def __init__(self, instance_time, destruct_time, name, engine_name): BehaviorModelExecutor.__init__(self, instance_time, destruct_time, name, engine_name) # Open CSV self.init_state("IDLE") self.insert_state("IDLE", Infinite) self.insert_state("MOVE", 1) self.insert_input_port("assess") self.insert_output_port("done") def ext_trans(self,port, msg): data = msg.retrieve() #print("Assessor") #print(str(datetime.datetime.now()) + " " + str(data[0 + 1])) #temp = "[%f] %s" % (SystemSimulator().get_engine(self.engine_name).get_global_time(), str(data[0])) #print(temp) def output(self): #temp = "[%f] %s" % (SystemSimulator().get_engine(self.engine_name).get_global_time(), "Human Receiver Object: Move") #print(temp) return None def int_trans(self): self._cur_state = "MOVE"
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 25 Buggy code: #print(str(datetime.datetime.now()) + " " + str(data[0 + 1])) Should be: #print(str(datetime.datetime.now()) + " " + str(data[0])) Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
advanced
|
database
|
logical_errors
|
Pythoncode:Python
| 4
| 1
| 1,224
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom evsim.system_simulator import SystemSimulator\r\nfrom evsim.behavior_model_executor import BehaviorModelExecutor\r\nfrom evsim.system_message import SysMessage\r\nfrom evsim.definition import *\r\n\r\nimport os\r\nimport subprocess as sp\r\n\r\nclass Assessor(BehaviorModelExecutor):\r\n def __init__(self, instance_time, destruct_time, name, engine_name):\r\n BehaviorModelExecutor.__init__(self, instance_time, destruct_time, name, engine_name)\r\n\r\n # Open CSV\r\n self.init_state(\"IDLE\")\r\n self.insert_state(\"IDLE\", Infinite)\r\n self.insert_state(\"MOVE\", 1)\r\n\r\n self.insert_input_port(\"assess\")\r\n self.insert_output_port(\"done\")\r\n\r\n\r\n def ext_trans(self,port, msg):\r\n data = msg.retrieve()\r\n #print(\"Assessor\")\r\n #print(str(datetime.datetime.now()) + \" \" + str(data[0 + 1]))\r\n #temp = \"[%f] %s\" % (SystemSimulator().get_engine(self.engine_name).get_global_time(), str(data[0]))\r\n #print(temp)\r\n\r\n def output(self):\r\n #temp = \"[%f] %s\" % (SystemSimulator().get_engine(self.engine_name).get_global_time(), \"Human Receiver Object: Move\")\r\n #print(temp)\r\n return None\r\n\r\n def int_trans(self):\r\n self._cur_state = \"MOVE\""}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 25\n\n Buggy code:\n #print(str(datetime.datetime.now()) + \" \" + str(data[0 + 1]))\n\n Should be:\n #print(str(datetime.datetime.now()) + \" \" + str(data[0]))\n\n Explanation: Classic off-by-one error - will cause wrong iteration or index access\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
bc6537e769f6b3ef7aa9a2e3afa098d8b075693f
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import os from typing import Union, List from tei_entity_enricher.interface.postprocessing.io import FileReader, FileWriter from tei_entity_enricher.util.helper import local_save_path, makedir_if_necessary from tei_entity_enricher.util.exceptions import FileNotFound class GndConnector: ... [7 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 8 has no indented body IndentationError at line 10 ⚠️ Code quality: Unexpected indentation at line 6 ✨ Improvements: Complete the expression on the last line Fix indentation to match Python syntax rules
|
intermediate
|
oop
|
code_review
|
Pythoncode:Python
| 0
| 1
| 344
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os\r\nfrom typing import Union, List\r\nfrom tei_entity_enricher.interface.postprocessing.io import FileReader, FileWriter\r\nfrom tei_entity_enricher.util.helper import local_save_path, makedir_if_necessary\r\nfrom tei_entity_enricher.util.exceptions import FileNotFound\r\n\r\n\r\nclass GndConnector:\r\n\n ... [7 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 8 has no indented body\n IndentationError at line 10\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n\n\u2728 Improvements:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
bc65af7557f0841ee2695968775683b6f5578bc6
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import logging logger = logging.getLogger(__name__)
|
logger.addHandler(logging.NullHandler()) logger.level = logging.DEBUG
|
beginner
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 122
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport logging\n\nlogger = logging.getLogger(__name__)"}, {"role": "assistant", "content": "\nlogger.addHandler(logging.NullHandler())\nlogger.level = logging.DEBUG"}]
| false
| null | null | null |
bc669999ddb0624f8b1b18f8677a007603269fec
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from args import get_argparser, parse_args, get_aligner, get_bbox def render(aligner, bbox, z): aligner.total_bbox = bbox aligner.zs = z aligner.render_section_all_mips(z, bbox) if __name__ == '__main__': parser = get_argparser() args = parse_args(parser) a = get_aligner(args) bbox = get_bbox(args) for z in range(args.bbox_start[2], args.bbox_stop[2]): print('Rendering z={0}'.format(z)) render(a, bbox, z) Error: SyntaxError: unterminated string literal
|
Fixed Code: from args import get_argparser, parse_args, get_aligner, get_bbox def render(aligner, bbox, z): aligner.total_bbox = bbox aligner.zs = z aligner.render_section_all_mips(z, bbox) if __name__ == '__main__': parser = get_argparser() args = parse_args(parser) a = get_aligner(args) bbox = get_bbox(args) for z in range(args.bbox_start[2], args.bbox_stop[2]): print('Rendering z={0}'.format(z)) render(a, bbox, z) Explanation: Close the string literal with matching quote
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 440
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom args import get_argparser, parse_args, get_aligner, get_bbox \n\ndef render(aligner, bbox, z):\n aligner.total_bbox = bbox\n aligner.zs = z\n aligner.render_section_all_mips(z, bbox)\n\nif __name__ == '__main__':\n parser = get_argparser()\n args = parse_args(parser) \n a = get_aligner(args)\n bbox = get_bbox(args)\n\n for z in range(args.bbox_start[2], args.bbox_stop[2]): \n print('Rendering z={0}'.format(z))\n render(a, bbox, z)\n\n\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom args import get_argparser, parse_args, get_aligner, get_bbox \n\ndef render(aligner, bbox, z):\n aligner.total_bbox = bbox\n aligner.zs = z\n aligner.render_section_all_mips(z, bbox)\n\nif __name__ == '__main__':\n parser = get_argparser()\n args = parse_args(parser) \n a = get_aligner(args)\n bbox = get_bbox(args)\n\n for z in range(args.bbox_start[2], args.bbox_stop[2]): \n print('Rendering z={0}'.format(z))\n render(a, bbox, z)\n\n\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
bc66bbff24da2cc4aab8ede584053c2dba3e5cf5
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- # # Copyright 2020 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. class InstanceAdminClient(object): """ Cloud Spanner Instance Admin API The Cloud Spanner Instance Admin API can be used to create, delete, modify and list instances. Instances are dedicated Cloud Spanner serving and storage resources to be used by Cloud Spanner databases. Each instance has a "configuration", which dictates where the serving resources for the Cloud Spanner instance are located (e.g., US-central, Europe). Configurations are created by Google based on resource availability. Cloud Spanner billing is based on the instances that exist and their sizes. After an instance exists, there are no additional per-database or per-operation charges for use of the instance (though there may be additional network bandwidth charges). Instances offer isolation: problems with databases in one instance will not affect other instances. However, within an instance databases can affect each other. For example, if one database in an instance receives a lot of requests and consumes most of the instance resources, fewer resources are available for other databases in that instance, and their performance may suffer. """ SERVICE_ADDRESS = "spanner.googleapis.com:443" """The default address of the service.""" # The name of the interface for this client. This is the key used to # find the method configuration in the client_config dictionary. _INTERFACE_NAME = "google.spanner.admin.instance.v1.InstanceAdmin" @classmethod def from_service_account_file(cls, filename, *args, **kwargs): """Creates an instance of this client using the provided credentials file. Args: filename (str): The path to the service account private key json file. args: Additional arguments to pass to the constructor. kwargs: Additional arguments to pass to the constructor. Returns: InstanceAdminClient: The constructed client. """ credentials = service_account.Credentials.from_service_account_file(filename) kwargs["credentials"] = credentials return cls(*args, **kwargs) from_service_account_json = from_service_account_file @classmethod ... [14 more functiondefs truncated] ...
|
Functions: from_service_account_file Classes: InstanceAdminClient This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 2,926
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n#\n# Copyright 2020 Google LLC\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# https://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nclass InstanceAdminClient(object):\n \"\"\"\n Cloud Spanner Instance Admin API\n\n The Cloud Spanner Instance Admin API can be used to create, delete,\n modify and list instances. Instances are dedicated Cloud Spanner serving\n and storage resources to be used by Cloud Spanner databases.\n\n Each instance has a \"configuration\", which dictates where the\n serving resources for the Cloud Spanner instance are located (e.g.,\n US-central, Europe). Configurations are created by Google based on\n resource availability.\n\n Cloud Spanner billing is based on the instances that exist and their\n sizes. After an instance exists, there are no additional\n per-database or per-operation charges for use of the instance\n (though there may be additional network bandwidth charges).\n Instances offer isolation: problems with databases in one instance\n will not affect other instances. However, within an instance\n databases can affect each other. For example, if one database in an\n instance receives a lot of requests and consumes most of the\n instance resources, fewer resources are available for other\n databases in that instance, and their performance may suffer.\n \"\"\"\n\n SERVICE_ADDRESS = \"spanner.googleapis.com:443\"\n \"\"\"The default address of the service.\"\"\"\n\n # The name of the interface for this client. This is the key used to\n # find the method configuration in the client_config dictionary.\n _INTERFACE_NAME = \"google.spanner.admin.instance.v1.InstanceAdmin\"\n\n @classmethod\n def from_service_account_file(cls, filename, *args, **kwargs):\n \"\"\"Creates an instance of this client using the provided credentials\n file.\n\n Args:\n filename (str): The path to the service account private key json\n file.\n args: Additional arguments to pass to the constructor.\n kwargs: Additional arguments to pass to the constructor.\n\n Returns:\n InstanceAdminClient: The constructed client.\n \"\"\"\n credentials = service_account.Credentials.from_service_account_file(filename)\n kwargs[\"credentials\"] = credentials\n return cls(*args, **kwargs)\n\n from_service_account_json = from_service_account_file\n\n @classmethod\n\n ... [14 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: from_service_account_file\n Classes: InstanceAdminClient\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
bc6934a711c5b2c64314e9faedf3a6f0838f298a
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #/usr/bin/python class Colour: def __init__(self): pass purple = '\033[95m' cyan = '\033[96m' darkcyan = '\033[36m' blue = '\033[94m' green = '\033[92m' yellow = '\033[93m' red = '\033[91m' bold = '\033[1m' underline = '\033[4m' end = '\033[0m' class ConfigReader(object): """ The configuration file reader. Opens a configuration file, and if valid, converts the parameters within the file to a dictionary object, reader to be viewed through accessing the config_dict variable. """ def __init__(self, scriptdir, config_filename=None): ## ## Instance variables self.scriptdir = scriptdir self.config_filename = config_filename self.dtd_filename = scriptdir + "/config/config.dtd" ## ## Check for configuration file (just incase) if self.config_filename is None: log.error("No configuration file specified!") else: self.config_file = etree.parse(self.config_filename) ## ## Check config vs dtd, parse info to dictionary, validate vs ruleset self.validate_against_dtd() self.set_dictionary() self.validate_config() def validate_against_dtd(self): """ Validate input config against DTD ruleset i.e. confirms conformation of XML structure """ ## ## Open > etree.DTD object dtd_file = open(self.dtd_filename, 'r') dtd_object = etree.DTD(dtd_file) ## ## If validation fails, close the object (memory) and raise an error if not dtd_object.validate(self.config_file): dtd_file.close() log.error("DTD validation failure {0}: {1}".format(self.config_filename, dtd_object.error_log.filter_from_errors()[0])) sys.exit(2) dtd_file.close() def set_dictionary(self): """ Takes the now validated XML and extracts information from the tree into a python dictionary {key: value}. This dictionary will be used for variables within the pipeline. Recursion adapted from http://stackoverflow.com/a/9286702 """ def recursive_generation(t): d = {t.tag: {} if t.attrib else None} children = list(t) ## ## If list was populated, create dictionary, Append keys if children: dd = defaultdict(list) for dc in map(recursive_generation, children): for k, v in dc.items(): dd[k].append(v) d = {t.tag: {k: v[0] if len(v) == 1 else v for k, v in dd.items()}} ## ## Values for key if t.attrib: d[t.tag].update(('@' + k, v) for k, v in t.attrib.items()) if t.text: text = t.text.strip() if children or t.attrib: if text: d[t.tag]['#text'] = text else: d[t.tag] = text return d ## ## Takes the formatted xml doc, puts through generator, returns dictionary string_repr = etree.tostring(self.config_file, pretty_print=True) element_tree = cElementTree.XML(string_repr) self.config_dict = recursive_generation(element_tree) self.config_dict = self.config_dict[list(self.config_dict.keys())[0]] ... [24 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 20 Unclosed '[' at line 14 - expected ']' Unclosed '[' at line 15 - expected ']' Unclosed '[' at line 16 - expected ']' Block at line 2 has no indented body Block at line 18 has no indented body Block at line 26 has no indented body Block at line 47 has no indented body Block at line 67 has no indented body Block at line 74 has no indented body Invalid syntax at line 112: ... [24 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 38 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 77 Unexpected indentation at line 80 Unexpected indentation at line 81 Unexpected indentation at line 87 Unexpected indentation at line 90 Unexpected indentation at line 91 Unexpected indentation at line 96 Unexpected indentation at line 99 Unexpected indentation at line 101 Unexpected indentation at line 104 Unexpected indentation at line 105 Unexpected indentation at line 106 Unexpected indentation at line 109 ✨ Improvements: Complete the expression on the last line Add closing quote at line 20 Add closing ']' bracket Add closing ']' bracket Add closing ']' bracket 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
| 5
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| 2,920
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n#/usr/bin/python\nclass Colour:\n\n\tdef __init__(self):\n\t\tpass\n\n\tpurple = '\\033[95m'\n\tcyan = '\\033[96m'\n\tdarkcyan = '\\033[36m'\n\tblue = '\\033[94m'\n\tgreen = '\\033[92m'\n\tyellow = '\\033[93m'\n\tred = '\\033[91m'\n\tbold = '\\033[1m'\n\tunderline = '\\033[4m'\n\tend = '\\033[0m'\n\nclass ConfigReader(object):\n\n\t\"\"\"\n\tThe configuration file reader.\n\tOpens a configuration file, and if valid, converts the parameters within the file to a dictionary object,\n\treader to be viewed through accessing the config_dict variable.\n\t\"\"\"\n\n\tdef __init__(self, scriptdir, config_filename=None):\n\n\t\t##\n\t\t## Instance variables\n\t\tself.scriptdir = scriptdir\n\t\tself.config_filename = config_filename\n\t\tself.dtd_filename = scriptdir + \"/config/config.dtd\"\n\n\t\t##\n\t\t## Check for configuration file (just incase)\n\t\tif self.config_filename is None:\n\t\t\tlog.error(\"No configuration file specified!\")\n\t\telse:\n\t\t\tself.config_file = etree.parse(self.config_filename)\n\n\t\t##\n\t\t## Check config vs dtd, parse info to dictionary, validate vs ruleset\n\t\tself.validate_against_dtd()\n\t\tself.set_dictionary()\n\t\tself.validate_config()\n\n\tdef validate_against_dtd(self):\n\n\t\t\"\"\"\n\t\tValidate input config against DTD ruleset\n\t\ti.e. confirms conformation of XML structure\n\t\t\"\"\"\n\n\t\t##\n\t\t## Open > etree.DTD object\n\t\tdtd_file = open(self.dtd_filename, 'r')\n\t\tdtd_object = etree.DTD(dtd_file)\n\n\t\t##\n\t\t## If validation fails, close the object (memory) and raise an error\n\t\tif not dtd_object.validate(self.config_file):\n\t\t\tdtd_file.close()\n\t\t\tlog.error(\"DTD validation failure {0}: {1}\".format(self.config_filename, dtd_object.error_log.filter_from_errors()[0]))\n\t\t\tsys.exit(2)\n\t\tdtd_file.close()\n\n\tdef set_dictionary(self):\n\n\t\t\"\"\"\n\t\tTakes the now validated XML and extracts information from the tree into\n\t\ta python dictionary {key: value}. This dictionary will be used for variables\n\t\twithin the pipeline. Recursion adapted from http://stackoverflow.com/a/9286702\n\t\t\"\"\"\n\t\tdef recursive_generation(t):\n\n\t\t\td = {t.tag: {} if t.attrib else None}\n\t\t\tchildren = list(t)\n\n\t\t\t##\n\t\t\t## If list was populated, create dictionary, Append keys\n\t\t\tif children:\n\t\t\t\tdd = defaultdict(list)\n\n\t\t\t\tfor dc in map(recursive_generation, children):\n\t\t\t\t\tfor k, v in dc.items():\n\t\t\t\t\t\tdd[k].append(v)\n\t\t\t\td = {t.tag: {k: v[0] if len(v) == 1 else v for k, v in dd.items()}}\n\n\t\t\t##\n\t\t\t## Values for key\n\t\t\tif t.attrib:\n\t\t\t\td[t.tag].update(('@' + k, v) for k, v in t.attrib.items())\n\n\t\t\tif t.text:\n\t\t\t\ttext = t.text.strip()\n\t\t\t\tif children or t.attrib:\n\t\t\t\t\tif text:\n\t\t\t\t\t\td[t.tag]['#text'] = text\n\t\t\t\telse:\n\t\t\t\t\td[t.tag] = text\n\t\t\treturn d\n\n\t\t##\n\t\t## Takes the formatted xml doc, puts through generator, returns dictionary\n\t\tstring_repr = etree.tostring(self.config_file, pretty_print=True)\n\t\telement_tree = cElementTree.XML(string_repr)\n\n\t\tself.config_dict = recursive_generation(element_tree)\n\t\tself.config_dict = self.config_dict[list(self.config_dict.keys())[0]]\n\n\n ... [24 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 20\n Unclosed '[' at line 14 - expected ']'\n Unclosed '[' at line 15 - expected ']'\n Unclosed '[' at line 16 - expected ']'\n Block at line 2 has no indented body\n Block at line 18 has no indented body\n Block at line 26 has no indented body\n Block at line 47 has no indented body\n Block at line 67 has no indented body\n Block at line 74 has no indented body\n Invalid syntax at line 112: ... [24 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 38\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 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 77\n Unexpected indentation at line 80\n Unexpected indentation at line 81\n Unexpected indentation at line 87\n Unexpected indentation at line 90\n Unexpected indentation at line 91\n Unexpected indentation at line 96\n Unexpected indentation at line 99\n Unexpected indentation at line 101\n Unexpected indentation at line 104\n Unexpected indentation at line 105\n Unexpected indentation at line 106\n Unexpected indentation at line 109\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 20\n Add closing ']' bracket\n Add closing ']' bracket\n Add closing ']' bracket\n Review syntax near the error location"}]
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bc69b9f3ab057490f4ec7854149028c2c310ae9c
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: # Copyright (c) OpenMMLab. All rights reserved. import torch from mmedit.models.backbones import ContextualAttentionNeck, DeepFillEncoder from mmedit.models.common import SimpleGatedConvModule
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... [2 more functiondefs truncated] ...
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intermediate
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machine_learning
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code_completion
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Pythoncode:Python
| 0
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| 243
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright (c) OpenMMLab. All rights reserved.\nimport torch\n\nfrom mmedit.models.backbones import ContextualAttentionNeck, DeepFillEncoder\nfrom mmedit.models.common import SimpleGatedConvModule"}, {"role": "assistant", "content": "\n\n\n\n ... [2 more functiondefs truncated] ..."}]
| false
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bc6acbe604cb779e768957863e598871559e6e15
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: # Generated by Django 2.2.13 on 2020-11-27 05:49 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('mvp', '0003_hublocation'), ] operations = [ migrations.RemoveField( model_name='hublocation', name='longitude', ), migrations.AddField( model_name='hublocation', name='longi', field=models.TextField(default=654433, max_length=90, unique=True, verbose_name='Longitude', preserve_default=False, ), ]
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Syntax Analysis: Syntax Errors Found: • Unmatched closing bracket ']' at line 23 • Unclosed '[' at line 12 - expected ']' • Unclosed '(' at line 17 - expected ')' Fixes: • Add closing ']' bracket • Add closing ')' bracket • Check opening and closing brackets
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advanced
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machine_learning
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syntax_repair
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Pythoncode:Python
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Generated by Django 2.2.13 on 2020-11-27 05:49\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('mvp', '0003_hublocation'),\n ]\n\n operations = [\n migrations.RemoveField(\n model_name='hublocation',\n name='longitude',\n ),\n migrations.AddField(\n model_name='hublocation',\n name='longi',\n field=models.TextField(default=654433, max_length=90, unique=True, verbose_name='Longitude',\n preserve_default=False,\n ),\n ]"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unmatched closing bracket ']' at line 23\n \u2022 Unclosed '[' at line 12 - expected ']'\n \u2022 Unclosed '(' at line 17 - expected ')'\n\n Fixes:\n \u2022 Add closing ']' bracket\n \u2022 Add closing ')' bracket\n \u2022 Check opening and closing brackets"}]
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syntax
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MISSING_BRACKETS
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MEDIUM
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bc6c634a8700c04a493d0272caa915d4e9038c51
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: # Generated by Django 3.2.4 on 2021-07-14 11:55 from django.db import migrations, models import uuid class Migration(migrations.Migration): dependencies = [ ('adminapp', '0011_faq'), ] operations = [ migrations.AddField( model_name='faq', name='uuid', field=models.UUIDField(blank=True, default=uuid.uuid4, null=True), ), Error: SyntaxError / EOF
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Fixed Code: # Generated by Django 3.2.4 on 2021-07-14 11:55 from django.db import migrations, models import uuid class Migration(migrations.Migration): dependencies = [ ('adminapp', '0011_faq'), ] operations = [ migrations.AddField( model_name='faq', name='uuid', field=models.UUIDField(blank=True, default=uuid.uuid4, null=True), ), migrations.AlterField( model_name='faq', Explanation: Complete the truncated code structure
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advanced
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ui
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error_fixing
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Pythoncode:Python
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| 398
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Generated by Django 3.2.4 on 2021-07-14 11:55\n\nfrom django.db import migrations, models\nimport uuid\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('adminapp', '0011_faq'),\n ]\n\n operations = [\n migrations.AddField(\n model_name='faq',\n name='uuid',\n field=models.UUIDField(blank=True, default=uuid.uuid4, null=True),\n ),\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Generated by Django 3.2.4 on 2021-07-14 11:55\n\nfrom django.db import migrations, models\nimport uuid\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('adminapp', '0011_faq'),\n ]\n\n operations = [\n migrations.AddField(\n model_name='faq',\n name='uuid',\n field=models.UUIDField(blank=True, default=uuid.uuid4, null=True),\n ),\n migrations.AlterField(\n model_name='faq',\n\n Explanation: Complete the truncated code structure"}]
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syntax
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HARD_CUT
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CRITICAL
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bc6daca01b612effa21edcc2bb7e569ddcd2750f
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import json import os import nibabel as nib import csv from operator import itemgetter # PATH TO PREPROCESSED DATA raw_data_path = '/home/lab/nnUNet_data/nnUNet_raw_data_base/nnUNet_raw_data/Task500_BrainMets' pixdim_ind = [1,2,3] # Indexes at which the voxel size [x,y,z] is stored # PATH TO JSON FILE with open('/home/lab/nnUNet_data/RESULTS_FOLDER/nnUNet/3d_fullres/Task500_BrainMets/nnUNetTrainerV2__nnUNetPlansv2.1/fold_4/validation_raw/summary.json') as file: data = json.load(file) with open('json_parsed.csv', mode='w') as csv_file: csv_writer = csv.writer(csv_file, delimiter=',', quotechar='"', quoting=csv.QUOTE_MINIMAL) csv_writer.writerow(['Case Number', 'Dice Score', 'Voxel Size-X', 'Voxel Size-Y', 'Voxel Size-Z']) for img in data['results']['all']: # Get dice score on image dice = img['1']['Dice'] # Get nifti data on image img_filename = (os.path.basename(img['reference']).split('.'))[0] img_ni = nib.load(raw_data_path + '/imagesTr/' + img_filename + '_0000.nii.gz') label_ni = nib.load(raw_data_path + '/labelsTr/' + img_filename + '.nii.gz') voxel_size = itemgetter(*pixdim_ind)(img_ni.header["pixdim"]) # Get tumor dimensions # tumor_size = # Get case number corresponding to image case_number = img_filename.split('_')[1] # Write to csv file csv_writer = csv.writer(csv_file, delimiter=',', quotechar='"', quoting=csv.QUOTE_MINIMAL) csv_writer.writerow([case_number, dice, voxel_size[0], voxel_size[1], voxel_size[2]])
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Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • Unterminated string literal at line 18 • IndentationError at line 39 Fix: Fix indentation to match Python syntax rules
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intermediate
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machine_learning
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error_detection
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Pythoncode:Python
| 0
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport json\nimport os\nimport nibabel as nib\nimport csv\n\nfrom operator import itemgetter\n\n# PATH TO PREPROCESSED DATA\nraw_data_path = '/home/lab/nnUNet_data/nnUNet_raw_data_base/nnUNet_raw_data/Task500_BrainMets'\npixdim_ind = [1,2,3] # Indexes at which the voxel size [x,y,z] is stored\n\n\n# PATH TO JSON FILE\nwith open('/home/lab/nnUNet_data/RESULTS_FOLDER/nnUNet/3d_fullres/Task500_BrainMets/nnUNetTrainerV2__nnUNetPlansv2.1/fold_4/validation_raw/summary.json') as file:\n data = json.load(file)\n\nwith open('json_parsed.csv', mode='w') as csv_file:\n csv_writer = csv.writer(csv_file, delimiter=',', quotechar='\"', quoting=csv.QUOTE_MINIMAL)\n csv_writer.writerow(['Case Number', 'Dice Score', 'Voxel Size-X', 'Voxel Size-Y', 'Voxel Size-Z'])\n\n for img in data['results']['all']: \n # Get dice score on image\n dice = img['1']['Dice']\n\n # Get nifti data on image\n img_filename = (os.path.basename(img['reference']).split('.'))[0]\n img_ni = nib.load(raw_data_path + '/imagesTr/' + img_filename + '_0000.nii.gz')\n label_ni = nib.load(raw_data_path + '/labelsTr/' + img_filename + '.nii.gz')\n\n voxel_size = itemgetter(*pixdim_ind)(img_ni.header[\"pixdim\"])\n\n # Get tumor dimensions\n # tumor_size = \n\n # Get case number corresponding to image\n case_number = img_filename.split('_')[1]\n\n # Write to csv file\n csv_writer = csv.writer(csv_file, delimiter=',', quotechar='\"', quoting=csv.QUOTE_MINIMAL)\n\n csv_writer.writerow([case_number, dice, voxel_size[0], voxel_size[1], voxel_size[2]])"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 Unterminated string literal at line 18\n \u2022 IndentationError at line 39\n\n Fix: Fix indentation to match Python syntax rules"}]
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syntax
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BROKEN_INDENTATION
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MEDIUM
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bc6de8ef28a6c9ca4fc7727dee2d21bb765f85a1
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- """ tornadio2.tests.gen ~~~~~~~~~~~~~~~~~~~ :copyright: (c) 2011 by the Serge S. Koval, see AUTHORS for more details. :license: Apache, see LICENSE for more details. """ from collections import deque from nose.tools import eq_ from tornadio2 import gen _queue = None def init_environment(): global _queue _queue = deque() def run_sync(test, callback): callback(test) def queue_async(test, callback): global _queue _queue.append((callback, test)) def step_async(): callback = _queue.popleft() callback[0](callback[1]) def run_async(): global _queue while True: try: step_async() except IndexError: break def run_async_oor(): global _queue while True: try: callback = _queue.pop() callback[0](callback[1]) except IndexError: break class Dummy(): def __init__(self, queue_type): self.v = None self.queue_type = queue_type @gen.sync_engine def test(self, value): self.v = yield gen.Task(self.queue_type, value) class DummyList(): def __init__(self, queue_type): self.v = [] self.queue_type = queue_type @gen.sync_engine def test(self, value): self.v.append((yield gen.Task(self.queue_type, value))) class DummyListOutOfOrder(): def __init__(self, queue_type): self.v = [] self.queue_type = queue_type @gen.engine def test(self, value): self.v.append((yield gen.Task(self.queue_type, value))) class DummyLoop(): def __init__(self, queue_type): self.v = 0 self.queue_type = queue_type @gen.sync_engine def test(self, value): for n in range(2): self.v += (yield gen.Task(self.queue_type, value)) def test(): init_environment() dummy = Dummy(run_sync) dummy.test('test') eq_(dummy.v, 'test') def test_async(): init_environment() dummy = Dummy(queue_async) dummy.test('test') run_async() # Verify value eq_(dummy.v, 'test') def test_sync_queue(): init_environment() dummy = DummyList(queue_async) dummy.test('1') dummy.test('2') dummy.test('3') run_async() # Verify value eq_(dummy.v, ['1', '2', '3']) def test_sync_queue_oor(): init_environment() dummy = DummyList(queue_async) dummy.test('1') dummy.test('2') dummy.test('3') run_async_oor() # Verify value eq_(dummy.v, ['1', '2', '3']) def test_async_queue_oor(): init_environment() dummy = DummyListOutOfOrder(queue_async) dummy.test('1') dummy.test('2') dummy.test('3') run_async_oor() # Verify value eq_(dummy.v, ['3', '2', '1'])
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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testing
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refactoring
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Pythoncode:Python
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"\n tornadio2.tests.gen\n ~~~~~~~~~~~~~~~~~~~\n\n :copyright: (c) 2011 by the Serge S. Koval, see AUTHORS for more details.\n :license: Apache, see LICENSE for more details.\n\"\"\"\n\nfrom collections import deque\n\nfrom nose.tools import eq_\n\nfrom tornadio2 import gen\n\n_queue = None\n\n\ndef init_environment():\n global _queue\n _queue = deque()\n\n\ndef run_sync(test, callback):\n callback(test)\n\n\ndef queue_async(test, callback):\n global _queue\n _queue.append((callback, test))\n\n\ndef step_async():\n callback = _queue.popleft()\n callback[0](callback[1])\n\n\ndef run_async():\n global _queue\n\n while True:\n try:\n step_async()\n except IndexError:\n break\n\n\ndef run_async_oor():\n global _queue\n\n while True:\n try:\n callback = _queue.pop()\n callback[0](callback[1])\n except IndexError:\n break\n\n\nclass Dummy():\n def __init__(self, queue_type):\n self.v = None\n self.queue_type = queue_type\n\n @gen.sync_engine\n def test(self, value):\n self.v = yield gen.Task(self.queue_type, value)\n\n\nclass DummyList():\n def __init__(self, queue_type):\n self.v = []\n self.queue_type = queue_type\n\n @gen.sync_engine\n def test(self, value):\n self.v.append((yield gen.Task(self.queue_type, value)))\n\n\nclass DummyListOutOfOrder():\n def __init__(self, queue_type):\n self.v = []\n self.queue_type = queue_type\n\n @gen.engine\n def test(self, value):\n self.v.append((yield gen.Task(self.queue_type, value)))\n\n\nclass DummyLoop():\n def __init__(self, queue_type):\n self.v = 0\n self.queue_type = queue_type\n\n @gen.sync_engine\n def test(self, value):\n for n in range(2):\n self.v += (yield gen.Task(self.queue_type, value))\n\ndef test():\n init_environment()\n\n dummy = Dummy(run_sync)\n dummy.test('test')\n\n eq_(dummy.v, 'test')\n\n\ndef test_async():\n init_environment()\n\n dummy = Dummy(queue_async)\n dummy.test('test')\n run_async()\n\n # Verify value\n eq_(dummy.v, 'test')\n\n\ndef test_sync_queue():\n init_environment()\n\n dummy = DummyList(queue_async)\n dummy.test('1')\n dummy.test('2')\n dummy.test('3')\n run_async()\n\n # Verify value\n eq_(dummy.v, ['1', '2', '3'])\n\n\ndef test_sync_queue_oor():\n init_environment()\n\n dummy = DummyList(queue_async)\n dummy.test('1')\n dummy.test('2')\n dummy.test('3')\n run_async_oor()\n\n # Verify value\n eq_(dummy.v, ['1', '2', '3'])\n\n\ndef test_async_queue_oor():\n init_environment()\n\n dummy = DummyListOutOfOrder(queue_async)\n dummy.test('1')\n dummy.test('2')\n dummy.test('3')\n run_async_oor()\n\n # Verify value\n eq_(dummy.v, ['3', '2', '1'])"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
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bc6e15840fb47699b6ed6ae5254ac356715fcfad
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: #! /usr/bin/env python # -*- coding: utf-8 -*- # # author: Avinash Kori # contact: koriavinash1@gmail.com import torch import SimpleITK as sitk import numpy as np import nibabel as nib from torch.autograd import Variable from skimage.transform import resize from torchvision import transforms from time import gmtime, strftime from tqdm import tqdm import pdb import os from ..helpers.helper import * from os.path import expanduser class tumorSeg(): """ class performs segmentation for a given sequence of patient data. to main platform for segmentation mask estimation one for the patient data in brats format other with any random format step followed for in estimation of segmentation mask 1. ABLnet for reducing false positives outside the brain Air Brain Lesson model (2D model, 103 layered) 2. BNet3Dnet 3D network for inner class classification Dual Path way network 3. MNet2D 57 layered convolutional network for inner class classification 4. Tir3Dnet 57 layered 3D convolutional network for inner class classification more on training details and network information: (https://link.springer.com/chapter/10.1007/978-3-030-11726-9_43<Paste>) ========================= quick: True (just evaluates on Dual path network (BNet3D) else copmutes an ensumble over all four networks """ ... [8 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 42 - expected ')' Invalid syntax at line 46: ... [8 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 39 Unexpected indentation at line 41 Unexpected indentation at line 43 Unexpected indentation at line 44 ✨ Improvements: Complete the expression on the last line Add closing quote at line 23 Add closing ')' bracket 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
| 0
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n#! /usr/bin/env python\n# -*- coding: utf-8 -*-\n#\n# author: Avinash Kori\n# contact: koriavinash1@gmail.com\n\nimport torch\nimport SimpleITK as sitk\nimport numpy as np\nimport nibabel as nib\nfrom torch.autograd import Variable\nfrom skimage.transform import resize\nfrom torchvision import transforms\nfrom time import gmtime, strftime\n\nfrom tqdm import tqdm\nimport pdb\nimport os\n\nfrom ..helpers.helper import *\nfrom os.path import expanduser\nclass tumorSeg():\n \"\"\"\n class performs segmentation for a given sequence of patient data.\n to main platform for segmentation mask estimation\n one for the patient data in brats format\n other with any random format\n step followed for in estimation of segmentation mask\n 1. ABLnet for reducing false positives outside the brain\n Air Brain Lesson model (2D model, 103 layered)\n 2. BNet3Dnet 3D network for inner class classification\n Dual Path way network\n 3. MNet2D 57 layered convolutional network for inner class\n classification\n 4. Tir3Dnet 57 layered 3D convolutional network for inner class \n classification\n more on training details and network information:\n (https://link.springer.com/chapter/10.1007/978-3-030-11726-9_43<Paste>)\n\t\n\t=========================\n\t\n\tquick: True (just evaluates on Dual path network (BNet3D)\n\t\telse copmutes an ensumble over all four networks\t\n \"\"\"\n\n ... [8 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 42 - expected ')'\n Invalid syntax at line 46: ... [8 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 39\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n Unexpected indentation at line 44\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 syntax near the error location"}]
| false
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bc6e2a6ace5b77db9c88569ae6f6456c11dc1f48
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import numpy as np from statsmodels.discrete.conditional_models import ( def test_logit_1d(): y = np.r_[0, 1, 0, 1, 0, 1, 0, 1, 1, 1] g = np.r_[0, 0, 0, 1, 1, 1, 2, 2, 2, 2] x = np.r_[0, 1, 0, 0, 1, 1, 0, 0, 1, 0] x = x[:, None] model = ConditionalLogit(y, x, groups=g) # Check the gradient for the denominator of the partial likelihood for x in -1, 0, 1, 2: params = np.r_[x, ] _, grad = model._denom_grad(0, params) ngrad = approx_fprime(params, lambda x: model._denom(0, x)) assert_allclose(grad, ngrad) # Check the gradient for the loglikelihood for x in -1, 0, 1, 2: grad = approx_fprime(np.r_[x, ], model.loglike) score = model.score(np.r_[x, ]) assert_allclose(grad, score, rtol=1e-4) result = model.fit()
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 2 - expected ')' • Block at line 3 has no indented body • SyntaxError: '(' was never closed at line 2 Fix: Complete the truncated code structure
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intermediate
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testing
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error_detection
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Pythoncode:Python
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport numpy as np\nfrom statsmodels.discrete.conditional_models import (\ndef test_logit_1d():\n\n y = np.r_[0, 1, 0, 1, 0, 1, 0, 1, 1, 1]\n g = np.r_[0, 0, 0, 1, 1, 1, 2, 2, 2, 2]\n\n x = np.r_[0, 1, 0, 0, 1, 1, 0, 0, 1, 0]\n x = x[:, None]\n\n model = ConditionalLogit(y, x, groups=g)\n\n # Check the gradient for the denominator of the partial likelihood\n for x in -1, 0, 1, 2:\n params = np.r_[x, ]\n _, grad = model._denom_grad(0, params)\n ngrad = approx_fprime(params, lambda x: model._denom(0, x))\n assert_allclose(grad, ngrad)\n\n # Check the gradient for the loglikelihood\n for x in -1, 0, 1, 2:\n grad = approx_fprime(np.r_[x, ], model.loglike)\n score = model.score(np.r_[x, ])\n assert_allclose(grad, score, rtol=1e-4)\n\n result = model.fit()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 2 - expected ')'\n \u2022 Block at line 3 has no indented body\n \u2022 SyntaxError: '(' was never closed at line 2\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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bc6e8fa55969e186c06ce2946db2244dfbf09a10
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: def bypass_incompatible_branch(job): return (job.settings.bypass_incompatible_branch or job.author_bypass.get('bypass_incompatible_branch', False)) def bypass_peer_approval(job): return (job.settings.bypass_peer_approval or job.author_bypass.get('bypass_peer_approval', False)) def bypass_leader_approval(job): return (job.settings.bypass_leader_approval or job.author_bypass.get('bypass_leader_approval', False)) def bypass_author_approval(job): return (job.settings.bypass_author_approval or job.author_bypass.get('bypass_author_approval', False)) def bypass_build_status(job): return (job.settings.bypass_build_status or job.author_bypass.get('bypass_build_status', False)) def bypass_jira_check(job): return (job.settings.bypass_jira_check or job.author_bypass.get('bypass_jira_check', False))
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 4 Unexpected indentation at line 9 Unexpected indentation at line 14 Unexpected indentation at line 19
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advanced
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ui
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debugging
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Pythoncode:Python
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\ndef bypass_incompatible_branch(job):\n return (job.settings.bypass_incompatible_branch or\n job.author_bypass.get('bypass_incompatible_branch', False))\n\n\ndef bypass_peer_approval(job):\n return (job.settings.bypass_peer_approval or\n job.author_bypass.get('bypass_peer_approval', False))\n\n\ndef bypass_leader_approval(job):\n return (job.settings.bypass_leader_approval or\n job.author_bypass.get('bypass_leader_approval', False))\n\n\ndef bypass_author_approval(job):\n return (job.settings.bypass_author_approval or\n job.author_bypass.get('bypass_author_approval', False))\n\n\ndef bypass_build_status(job):\n return (job.settings.bypass_build_status or\n job.author_bypass.get('bypass_build_status', False))\n\n\ndef bypass_jira_check(job):\n return (job.settings.bypass_jira_check or\n job.author_bypass.get('bypass_jira_check', False))"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 4\n Unexpected indentation at line 9\n Unexpected indentation at line 14\n Unexpected indentation at line 19"}]
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bc710066cef80510ad81cb68d1ed3e70cec4fc2d
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- class TextframeSpinnerBox(bkt.ribbon.RoundingSpinnerBox): ### Instance initialization attr = 'MarginTop' def __init__(self, **kwargs): ''' attr examples: MarginTop, MarginBottom, MarginLeft, MarginRight ''' #self.attr is automatically set through RibbonControl attribute handling self.fallback_value = 0 my_kwargs = dict( size_string = '###', round_cm = True, convert = 'pt_to_cm', get_enabled = bkt.apps.ppt_selection_contains_textframe, ) my_kwargs.update(kwargs) super(TextframeSpinnerBox, self).__init__(**my_kwargs) ### Spinner Box callbacks ### def get_text(self, shapes, selection): value = self.get_attr_from_shapes(shapes, selection) if value is None: #e.g. no textframe detected return None elif int(value) == -2147483648: #replace large negative number (values differ between selected items) with fallback value return self.fallback_value else: return value def on_change(self, shapes, selection, value): self.set_attr_for_shapes(shapes, selection, value) ### Getter Methods ### def get_attr_from_shapes(self, shapes, selection): ''' Get attr for shapes ''' for textframe in pplib.iterate_shape_textframes(shapes): try: return self.get_attr_from_textframe(textframe) except: # produces error for certain chart types, e.g. Treemap continue return None def get_attr_from_textframe(self, textframe): return getattr(textframe, self.attr) ### Setter methods ### def set_attr_for_shapes(self, shapes, selection, value): ''' Set attr for shapes ''' value = max(0,value) for textframe in pplib.iterate_shape_textframes(shapes): self.set_attr_for_textframe(textframe, value) def set_attr_for_textframe(self, textframe, value: setattr(textframe, self.attr, value) class ParagraphFormatSpinnerBox(bkt.ribbon.RoundingSpinnerBox): ### Instance initialization attr = 'SpaceBefore' ... [48 more functiondefs truncated] ...
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Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 7 • Unclosed '(' at line 68 - expected ')' Fix: Add missing ')' bracket at line 68
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advanced
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database
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error_detection
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Pythoncode:Python
| 7
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass TextframeSpinnerBox(bkt.ribbon.RoundingSpinnerBox):\n ### Instance initialization\n attr = 'MarginTop'\n \n def __init__(self, **kwargs):\n '''\n attr examples: MarginTop, MarginBottom, MarginLeft, MarginRight\n '''\n #self.attr is automatically set through RibbonControl attribute handling\n self.fallback_value = 0\n \n my_kwargs = dict(\n size_string = '###',\n round_cm = True,\n convert = 'pt_to_cm',\n get_enabled = bkt.apps.ppt_selection_contains_textframe,\n )\n my_kwargs.update(kwargs)\n \n super(TextframeSpinnerBox, self).__init__(**my_kwargs)\n\n\n ### Spinner Box callbacks ###\n \n def get_text(self, shapes, selection):\n value = self.get_attr_from_shapes(shapes, selection)\n if value is None: #e.g. no textframe detected\n return None\n elif int(value) == -2147483648: #replace large negative number (values differ between selected items) with fallback value\n return self.fallback_value\n else:\n return value\n \n def on_change(self, shapes, selection, value):\n self.set_attr_for_shapes(shapes, selection, value)\n\n\n ### Getter Methods ###\n \n def get_attr_from_shapes(self, shapes, selection):\n '''\n Get attr for shapes\n '''\n for textframe in pplib.iterate_shape_textframes(shapes):\n try:\n return self.get_attr_from_textframe(textframe)\n except:\n # produces error for certain chart types, e.g. Treemap\n continue\n return None\n\n def get_attr_from_textframe(self, textframe):\n return getattr(textframe, self.attr)\n\n \n ### Setter methods ###\n \n def set_attr_for_shapes(self, shapes, selection, value):\n '''\n Set attr for shapes\n '''\n value = max(0,value)\n\n for textframe in pplib.iterate_shape_textframes(shapes):\n self.set_attr_for_textframe(textframe, value)\n\n def set_attr_for_textframe(self, textframe, value:\n setattr(textframe, self.attr, value)\n\n\n\n\nclass ParagraphFormatSpinnerBox(bkt.ribbon.RoundingSpinnerBox):\n ### Instance initialization\n attr = 'SpaceBefore'\n \n\n ... [48 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 7\n \u2022 Unclosed '(' at line 68 - expected ')'\n\n Fix: Add missing ')' bracket at line 68"}]
| true
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syntax
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MISSING_BRACKETS
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MEDIUM
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bc71cbe7f13c2f51663de7c1b18572924543ac36
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: from __future__ import annotations import warnings from typing import Any, Dict, List, Optional, Set, Tuple, Union, TYPE_CHECKING from .cache import property_immutable_cache, property_mutable_cache from .constants import ( class UnitOrder: @classmethod def from_proto(cls, proto, bot_object: BotAI): return cls( bot_object._game_data.abilities[proto.ability_id], (proto.target_world_space_pos if proto.HasField("target_world_space_pos") else proto.target_unit_tag), proto.progress, ) def __init__(self, ability: AbilityData, target, progress: float = None): """ :param ability: :param target: :param progress: """ self.ability = ability self.target = target self.progress = progress def __repr__(self) -> str: return f"UnitOrder({self.ability}, {self.target}, {self.progress})" class Unit: def __init__(self, proto_data, bot_object: BotAI): """ :param proto_data: :param bot_object: """ self._proto = proto_data self._bot_object = bot_object # Used by property_immutable_cache self.cache = {} def __repr__(self) -> str: """ Returns string of this form: Unit(name='SCV', tag=4396941328). """ return f"Unit(name={self.name !r}, tag={self.tag})" @property_immutable_cache def type_id(self) -> UnitTypeId: """ UnitTypeId found in sc2/ids/unit_typeid. Caches all type_ids of the same unit type. """ unit_type = self._proto.unit_type if unit_type not in self._bot_object._game_data.unit_types: self._bot_object._game_data.unit_types[unit_type] = UnitTypeId(unit_type) return self._bot_object._game_data.unit_types[unit_type] @property_immutable_cache def _type_data(self) -> "UnitTypeData": """ Provides the unit type data. """ return self._bot_object._game_data.units[self._proto.unit_type] @property def name(self) -> str: """ Returns the name of the unit. """ return self._type_data.name @property def race(self) -> Race: """ Returns the race of the unit """ return Race(self._type_data._proto.race) @property def tag(self) -> int: """ Returns the unique tag of the unit. """ return self._proto.tag @property def is_structure(self) -> bool: """ Checks if the unit is a structure. """ return IS_STRUCTURE in self._type_data.attributes @property def is_light(self) -> bool: """ Checks if the unit has the 'light' attribute. """ return IS_LIGHT in self._type_data.attributes @property def is_armored(self) -> bool: """ Checks if the unit has the 'armored' attribute. """ return IS_ARMORED in self._type_data.attributes @property ... [120 more functiondefs truncated] ...
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Functions: from_proto, __init__, __repr__, __init__, __repr__ Classes: UnitOrder, Unit This code demonstrates Pythoncode:Python programming.
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advanced
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database
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code_explanation
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Pythoncode:Python
| 13
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom __future__ import annotations\nimport warnings\nfrom typing import Any, Dict, List, Optional, Set, Tuple, Union, TYPE_CHECKING\n\nfrom .cache import property_immutable_cache, property_mutable_cache\nfrom .constants import (\nclass UnitOrder:\n @classmethod\n def from_proto(cls, proto, bot_object: BotAI):\n return cls(\n bot_object._game_data.abilities[proto.ability_id],\n (proto.target_world_space_pos if proto.HasField(\"target_world_space_pos\") else proto.target_unit_tag),\n proto.progress,\n )\n\n def __init__(self, ability: AbilityData, target, progress: float = None):\n \"\"\"\n :param ability:\n :param target:\n :param progress:\n \"\"\"\n self.ability = ability\n self.target = target\n self.progress = progress\n\n def __repr__(self) -> str:\n return f\"UnitOrder({self.ability}, {self.target}, {self.progress})\"\n\n\nclass Unit:\n def __init__(self, proto_data, bot_object: BotAI):\n \"\"\"\n :param proto_data:\n :param bot_object:\n \"\"\"\n self._proto = proto_data\n self._bot_object = bot_object\n # Used by property_immutable_cache\n self.cache = {}\n\n def __repr__(self) -> str:\n \"\"\" Returns string of this form: Unit(name='SCV', tag=4396941328). \"\"\"\n return f\"Unit(name={self.name !r}, tag={self.tag})\"\n\n @property_immutable_cache\n def type_id(self) -> UnitTypeId:\n \"\"\" UnitTypeId found in sc2/ids/unit_typeid.\n Caches all type_ids of the same unit type. \"\"\"\n unit_type = self._proto.unit_type\n if unit_type not in self._bot_object._game_data.unit_types:\n self._bot_object._game_data.unit_types[unit_type] = UnitTypeId(unit_type)\n return self._bot_object._game_data.unit_types[unit_type]\n\n @property_immutable_cache\n def _type_data(self) -> \"UnitTypeData\":\n \"\"\" Provides the unit type data. \"\"\"\n return self._bot_object._game_data.units[self._proto.unit_type]\n\n @property\n def name(self) -> str:\n \"\"\" Returns the name of the unit. \"\"\"\n return self._type_data.name\n\n @property\n def race(self) -> Race:\n \"\"\" Returns the race of the unit \"\"\"\n return Race(self._type_data._proto.race)\n\n @property\n def tag(self) -> int:\n \"\"\" Returns the unique tag of the unit. \"\"\"\n return self._proto.tag\n\n @property\n def is_structure(self) -> bool:\n \"\"\" Checks if the unit is a structure. \"\"\"\n return IS_STRUCTURE in self._type_data.attributes\n\n @property\n def is_light(self) -> bool:\n \"\"\" Checks if the unit has the 'light' attribute. \"\"\"\n return IS_LIGHT in self._type_data.attributes\n\n @property\n def is_armored(self) -> bool:\n \"\"\" Checks if the unit has the 'armored' attribute. \"\"\"\n return IS_ARMORED in self._type_data.attributes\n\n @property\n\n ... [120 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: from_proto, __init__, __repr__, __init__, __repr__\n Classes: UnitOrder, Unit\n This code demonstrates Pythoncode:Python programming."}]
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bc73adc709a1a6dd422dd898ada82a431739cb7e
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # from .noise_gen import CGMNoiseGenerator from .noise_gen import CGMNoise import pandas as pd import logging logger = logging.getLogger(__name__) class CGMSensor(object): def __init__(self, params, seed=None): self._params = params self.name = params.Name self.sample_time = params.sample_time self.seed = seed self._last_CGM = 0 @classmethod def withName(cls, name, sensor_para_file, **kwargs): sensor_params = pd.read_csv(sensor_para_file) params = sensor_params.loc[sensor_params.Name == name].squeeze() return cls(params, **kwargs) def measure(self, patient): if patient.t % self.sample_time == 0: BG = patient.observation.Gsub CGM = BG + next(self._noise_generator) CGM = max(CGM, self._params["min"]) CGM = min(CGM, self._params["max"]) self._last_CGM = CGM return CGM # Zero-Order Hold return self._last_CGM @property def seed(self): return self._seed @seed.setter def seed(self, seed): self._seed = seed self._noise_generator = CGMNoise(self._params, seed=seed) def reset(self): logger.debug('Resetting CGM sensor ...') self._noise_generator = CGMNoise(self._params, seed=self.seed) self._last_CGM = 0 if __name__ == '__main__': pass
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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machine_learning
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refactoring
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Pythoncode:Python
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# from .noise_gen import CGMNoiseGenerator\nfrom .noise_gen import CGMNoise\nimport pandas as pd\nimport logging\n\nlogger = logging.getLogger(__name__)\n\n\nclass CGMSensor(object):\n def __init__(self, params, seed=None):\n self._params = params\n self.name = params.Name\n self.sample_time = params.sample_time\n self.seed = seed\n self._last_CGM = 0\n\n @classmethod\n def withName(cls, name, sensor_para_file, **kwargs):\n sensor_params = pd.read_csv(sensor_para_file)\n params = sensor_params.loc[sensor_params.Name == name].squeeze()\n return cls(params, **kwargs)\n\n def measure(self, patient):\n if patient.t % self.sample_time == 0:\n BG = patient.observation.Gsub\n CGM = BG + next(self._noise_generator)\n CGM = max(CGM, self._params[\"min\"])\n CGM = min(CGM, self._params[\"max\"])\n self._last_CGM = CGM\n return CGM\n\n # Zero-Order Hold\n return self._last_CGM\n\n @property\n def seed(self):\n return self._seed\n\n @seed.setter\n def seed(self, seed):\n self._seed = seed\n self._noise_generator = CGMNoise(self._params, seed=seed)\n\n def reset(self):\n logger.debug('Resetting CGM sensor ...')\n self._noise_generator = CGMNoise(self._params, seed=self.seed)\n self._last_CGM = 0\n\n\nif __name__ == '__main__':\n pass"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
bc74af5f799cda766e2f5e64ed34c0e410d241a2
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2013-2020 Lawrence Livermore National Security, LLC and other # Spack Project Developers. See the top-level COPYRIGHT file for details. # # SPDX-License-Identifier: (Apache-2.0 OR MIT)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 197
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2013-2020 Lawrence Livermore National Security, LLC and other\n# Spack Project Developers. See the top-level COPYRIGHT file for details.\n#\n# SPDX-License-Identifier: (Apache-2.0 OR MIT)"}, {"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
|
bc7580cf9a167be668d4a125b31c0b817e88571f
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python # # Copyright © 2012-2016 VMware, Inc. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the “License”); you may not # use this file except in compliance with the License. You may obtain a copy # of the License at http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an “AS IS” BASIS, without # warranties or conditions of any kind, EITHER EXPRESS OR IMPLIED. See the # License for the specific language governing permissions and limitations # under the License. # # Helper function that gets certificates from VMWare Certificate Authority # More details. If this module can be used as a main program, include usage information. """ certool.py : This is the standard library function for cloudVM/vcenterwindows first boot to integrate with VMCA Certificate Generation. if not running under a cloudVM, then it is assumed that the OS.Environment has the following defined. VMWARE_SKIP_VISL = True system.urlhostname vmdir.ldu-guid system.hostname.type vmca.cert.password vmca.cert.dir """ __copyright__ = "Copyright 2012, VMware Inc." __version__ = 0.1 __ ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: import logging import os import subprocess
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 10
| 1
| 1,264
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n#\n# Copyright \u00a9 2012-2016 VMware, Inc. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \u201cLicense\u201d); you may not\n# use this file except in compliance with the License. You may obtain a copy\n# of the License at 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 \u201cAS IS\u201d 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# Helper function that gets certificates from VMWare Certificate Authority\n# More details. If this module can be used as a main program, include usage information.\n\n\n\"\"\" certool.py : This is the standard library function for\n cloudVM/vcenterwindows first boot to integrate with\n VMCA Certificate Generation.\n\n if not running under a cloudVM, then it is assumed that\n the OS.Environment has the following defined.\n\n VMWARE_SKIP_VISL = True\n system.urlhostname\n vmdir.ldu-guid\n system.hostname.type\n vmca.cert.password\n vmca.cert.dir\n\n \"\"\"\n\n__copyright__ = \"Copyright 2012, VMware Inc.\"\n__version__ = 0.1\n__\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\nimport logging\nimport os\nimport subprocess"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc7679c1660ef9ceb329970fcb693da9107e9ae5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # coding=utf-8 # *** WARNING: this file was generated by the Pulumi Terraform Bridge (tfgen) Tool. *** # *** Do not edit by hand unless you're certain you know what you are doing! *** import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities from . import outputs from ._inputs import * class NotificationConfigArgs: def __init__(__self__, *, config_id: pulumi.Input[str], organization: pulumi.Input[str], pubsub_topic: pulumi.Input[str], streaming_config: pulumi.Input['NotificationConfigStreamingConfigArgs'], description: Optional[pulumi.Input[str]] = None): """ The set of arguments for constructing a NotificationConfig resource. :param pulumi.Input[str] config_id: This must be unique within the organization. :param pulumi.Input[str] organization: The organization whose Cloud Security Command Center the Notification Config lives in. :param pulumi.Input[str] pubsub_topic: The Pub/Sub topic to send notifications to. Its format is "projects/[project_id]/topics/[topic]". :param pulumi.Input['NotificationConfigStreamingConfigArgs'] streaming_config: The config for triggering streaming-based notifications. Structure is documented below. :param pulumi.Input[str] description: The description of the notification config (max of 1024 characters). """ pulumi.set(__self__, "config_id", config_id) pulumi.set(__self__, "organization", organization) pulumi.set(__self__, "pubsub_topic", pubsub_topic) pulumi.set(__self__, "streaming_config", streaming_config) if description is not None: pulumi.set(__self__, "description", description) @property @pulumi.getter(name="configId") def config_id(self) -> pulumi.Input[str]:
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 3 • Block at line 40 has no body - expected indented block • IndentationError at line 40 Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 6
| 1
| 1,977
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding=utf-8\n# *** WARNING: this file was generated by the Pulumi Terraform Bridge (tfgen) Tool. ***\n# *** Do not edit by hand unless you're certain you know what you are doing! ***\n\nimport warnings\nimport pulumi\nimport pulumi.runtime\nfrom typing import Any, Mapping, Optional, Sequence, Union, overload\nfrom .. import _utilities\nfrom . import outputs\nfrom ._inputs import *\n\nclass NotificationConfigArgs:\n def __init__(__self__, *,\n config_id: pulumi.Input[str],\n organization: pulumi.Input[str],\n pubsub_topic: pulumi.Input[str],\n streaming_config: pulumi.Input['NotificationConfigStreamingConfigArgs'],\n description: Optional[pulumi.Input[str]] = None):\n \"\"\"\n The set of arguments for constructing a NotificationConfig resource.\n :param pulumi.Input[str] config_id: This must be unique within the organization.\n :param pulumi.Input[str] organization: The organization whose Cloud Security Command Center the Notification\n Config lives in.\n :param pulumi.Input[str] pubsub_topic: The Pub/Sub topic to send notifications to. Its format is\n \"projects/[project_id]/topics/[topic]\".\n :param pulumi.Input['NotificationConfigStreamingConfigArgs'] streaming_config: The config for triggering streaming-based notifications.\n Structure is documented below.\n :param pulumi.Input[str] description: The description of the notification config (max of 1024 characters).\n \"\"\"\n pulumi.set(__self__, \"config_id\", config_id)\n pulumi.set(__self__, \"organization\", organization)\n pulumi.set(__self__, \"pubsub_topic\", pubsub_topic)\n pulumi.set(__self__, \"streaming_config\", streaming_config)\n if description is not None:\n pulumi.set(__self__, \"description\", description)\n\n @property\n @pulumi.getter(name=\"configId\")\n def config_id(self) -> pulumi.Input[str]:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 3\n \u2022 Block at line 40 has no body - expected indented block\n \u2022 IndentationError at line 40\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc783a7352b8476e222dafa470f894420847e079
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from abc import ABCMeta, abstractmethod import numpy as np class Agent(object): __metaclass__ = ABCMeta def __init__(self, name, id_, action_num, env): self.name = name self.id_ = id_ self.action_num = action_num # len(env.action_space[id_]) # self.opp_action_space = env.action_space[0:id_] + env.action_space[id_:-1] def set_pi(self, pi): # assert len(pi) == self.actin_num self.pi = pi def done(self, env): pass @abstractmethod def act(self, s, exploration, env): pass def update(self, s, a, o, r, s2, env): pass @staticmethod def format_time(n): return "" # s = humanfriendly.format_size(n) # return s.replace(' ', '').replace('bytes', '').replace('byte', '').rstrip('B') def full_name(self, env): return "{}_{}_{}".format(env.name, self.name, self.id_) # Complete this line class StationaryAgent(Agent): def __init__(self, id_, action_num, env, pi=None): super().__init__("stationary", id_, action_num, env) if pi is None: pi = np.random.dirichlet([1.0] * self.action_num) self.pi = np.array(pi, dtype=np.double) StationaryAgent.normalize(self.pi) def act(self, s, exploration, env): if self.verbose: print("pi of agent {}: {}".format(self.id_, self.pi)) return StationaryAgent.sample(self.pi) @staticmethod def normalize(pi): minprob = np.min(pi) if minprob < 0.0: pi -= minprob pi /= np.sum(pi) @staticmethod def sample(pi): return np.random.choice(pi.size, size=1, p=pi)[0] class RandomAgent(StationaryAgent): def __init__(self, id_, action_num, env): assert action_num > 0 super().__init__(id_, env, action_num, pi=[1.0 / action_num] * action_num) self.name = "random"
|
The missing line is:
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 12
| 3
| 1,893
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom abc import ABCMeta, abstractmethod\nimport numpy as np\n\n\nclass Agent(object):\n __metaclass__ = ABCMeta\n\n def __init__(self, name, id_, action_num, env):\n self.name = name\n self.id_ = id_\n self.action_num = action_num\n # len(env.action_space[id_])\n # self.opp_action_space = env.action_space[0:id_] + env.action_space[id_:-1]\n\n def set_pi(self, pi):\n # assert len(pi) == self.actin_num\n self.pi = pi\n\n def done(self, env):\n pass\n\n @abstractmethod\n def act(self, s, exploration, env):\n pass\n\n def update(self, s, a, o, r, s2, env):\n pass\n\n @staticmethod\n def format_time(n):\n return \"\"\n # s = humanfriendly.format_size(n)\n # return s.replace(' ', '').replace('bytes', '').replace('byte', '').rstrip('B')\n\n def full_name(self, env):\n return \"{}_{}_{}\".format(env.name, self.name, self.id_)\n # Complete this line\n\nclass StationaryAgent(Agent):\n def __init__(self, id_, action_num, env, pi=None):\n super().__init__(\"stationary\", id_, action_num, env)\n if pi is None:\n pi = np.random.dirichlet([1.0] * self.action_num)\n self.pi = np.array(pi, dtype=np.double)\n StationaryAgent.normalize(self.pi)\n\n def act(self, s, exploration, env):\n if self.verbose:\n print(\"pi of agent {}: {}\".format(self.id_, self.pi))\n return StationaryAgent.sample(self.pi)\n\n @staticmethod\n def normalize(pi):\n minprob = np.min(pi)\n if minprob < 0.0:\n pi -= minprob\n pi /= np.sum(pi)\n\n @staticmethod\n def sample(pi):\n return np.random.choice(pi.size, size=1, p=pi)[0]\n\n\nclass RandomAgent(StationaryAgent):\n def __init__(self, id_, action_num, env):\n assert action_num > 0\n super().__init__(id_, env, action_num, pi=[1.0 / action_num] * action_num)\n self.name = \"random\""}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
bc7927d63159c18366a26d654024afa30b73946a
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # # @lc app=leetcode id=290 lang=python3 # # [290] Word Pattern # # https://leetcode.com/problems/word-pattern/description/ # # algorithms # Easy (35.86%) # Likes: 825 # Dislikes: 113 # Total Accepted: 164K # Total Submissions: 455.9K # Testcase Example: '"abba"\n"dog cat cat dog"' # # Given a pattern and a string str, find if str follows the same pattern. # # Here follow means a full match, such that there is a bijection between a # letter in pattern and a non-empty word in str. # # Example 1: # # # Input: pattern = "abba", str = "dog cat cat dog" # Output: true # # Example 2: # # # Input:pattern = "abba", str = "dog cat cat fish" # Output: false # # Example 3: # # # Input: pattern = "aaaa", str = "dog cat cat dog" # Output: false # # Example 4: # # # Input: pattern = "abba", str = "dog dog dog dog" # Output: false # # Notes: # You may assume pattern contains only lowercase letters, and str contains # lowercase letters that may be separated by a single space. # # # @lc code=start from collections import defaultdict class Solution: def wordPattern(self, pattern: str, str1: str) -> bool: if len(pattern)!=len(str1.split()): return False ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: abmap = defaultdict(str) bamap = defaultdict(str) for a,b in zip(pattern, str1.split()): if abmap[a]=='' and bamap[b]=='': abmap[a]=b
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 1
| 1
| 1,199
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#\n# @lc app=leetcode id=290 lang=python3\n#\n# [290] Word Pattern\n#\n# https://leetcode.com/problems/word-pattern/description/\n#\n# algorithms\n# Easy (35.86%)\n# Likes: 825\n# Dislikes: 113\n# Total Accepted: 164K\n# Total Submissions: 455.9K\n# Testcase Example: '\"abba\"\\n\"dog cat cat dog\"'\n#\n# Given a pattern and a string str, find if str follows the same pattern.\n# \n# Here follow means a full match, such that there is a bijection between a\n# letter in pattern and a non-empty word in str.\n# \n# Example 1:\n# \n# \n# Input: pattern = \"abba\", str = \"dog cat cat dog\"\n# Output: true\n# \n# Example 2:\n# \n# \n# Input:pattern = \"abba\", str = \"dog cat cat fish\"\n# Output: false\n# \n# Example 3:\n# \n# \n# Input: pattern = \"aaaa\", str = \"dog cat cat dog\"\n# Output: false\n# \n# Example 4:\n# \n# \n# Input: pattern = \"abba\", str = \"dog dog dog dog\"\n# Output: false\n# \n# Notes:\n# You may assume pattern contains only lowercase letters, and str contains\n# lowercase letters that may be separated by a single space.\n# \n#\n\n# @lc code=start\nfrom collections import defaultdict\nclass Solution:\n def wordPattern(self, pattern: str, str1: str) -> bool:\n if len(pattern)!=len(str1.split()):\n return False\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n abmap = defaultdict(str)\n bamap = defaultdict(str)\n for a,b in zip(pattern, str1.split()):\n if abmap[a]=='' and bamap[b]=='':\n abmap[a]=b"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
bc796051d35cf6cd654ce6528d4ed35ac535ec1b
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from torch import nn class MyAwesomeModel(nn.Module): def __init__(self): super().__init__() self.cnn = nn.Sequential(nn.Conv2d(in_channels=1, out_channels=5, kernel_size=3), nn.ReLU(), nn.Conv2d(in_channels=5, out_channels=3, kernel_size=3, stride=2) ) self.fc = nn.Sequential(nn.Linear(432, 100), nn.ReLU(), # Complete this line nn.LogSoftmax(dim=1) ) def forward(self, x): x = self.cnn(x).view(x.size(0), -1) return self.fc(x)
|
The missing line is: nn.Linear(100,10),
|
advanced
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 705
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom torch import nn\n\n\nclass MyAwesomeModel(nn.Module):\n def __init__(self):\n super().__init__()\n\n self.cnn = nn.Sequential(nn.Conv2d(in_channels=1, out_channels=5, kernel_size=3),\n nn.ReLU(),\n nn.Conv2d(in_channels=5, out_channels=3, kernel_size=3, stride=2)\n )\n self.fc = nn.Sequential(nn.Linear(432, 100),\n nn.ReLU(),\n # Complete this line\n nn.LogSoftmax(dim=1)\n )\n\n def forward(self, x):\n x = self.cnn(x).view(x.size(0), -1)\n return self.fc(x)"}, {"role": "assistant", "content": "The missing line is:\n nn.Linear(100,10),"}]
| false
| null | null | null |
bc79d0b1cabca396208cd2aeb132525a435758f4
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import unittest from musket_core import coders import numpy as np import pandas as pd import os import math class TestCoders(unittest.TestCase): def test_binary_num(self): a=np.array([0,1,0,1]) bc=coders.get_coder("binary",a, None) self.assertEqual(bc[0], 0, "should be zero") self.assertEqual(bc[1], 1, "should be one") v=bc._decode(np.array([0.6])) self.assertEqual(v, 1, "should be one") v=bc._decode(np.array([0.2])) self.assertEqual(v, 0, "should be zero") pass def test_binary_str(self): a=np.array(["0","1","0","1"]) bc=coders.get_coder("binary",a, None) self.assertEqual(bc[0], 0, "should be zero") self.assertEqual(bc[1], 1, "should be one") v=bc._decode(np.array([0.6])) self.assertEqual(v, "1", "should be one") v=bc._decode(np.array([0.2])) self.assertEqual(v, "0", "should be zero") pass def test_binary_str2(self): a=np.array(["","1","","1"]) bc=coders.get_coder("binary",a, None) self.assertEqual(bc[0], 0, "should be zero") self.assertEqual(bc[1], 1, "should be one") v=bc._decode(np.array([0.6])) self.assertEqual(v, "1", "should be one") v=bc._decode(np.array([0.2])) self.assertEqual(v, "", "should be zero") pass def test_binary_bool(self): a=np.array([True,False,True,False]) bc=coders.get_coder("binary",a, None) self.assertEqual(bc[0], 1, "should be zero") self.assertEqual(bc[1], 0, "should be one") v=bc._decode(np.array([0.6])) self.assertEqual(v, True, "should be one") Error: SyntaxError / EOF
|
Fixed Code: import unittest from musket_core import coders import numpy as np import pandas as pd import os import math class TestCoders(unittest.TestCase): def test_binary_num(self): a=np.array([0,1,0,1]) bc=coders.get_coder("binary",a, None) self.assertEqual(bc[0], 0, "should be zero") self.assertEqual(bc[1], 1, "should be one") v=bc._decode(np.array([0.6])) self.assertEqual(v, 1, "should be one") v=bc._decode(np.array([0.2])) self.assertEqual(v, 0, "should be zero") pass def test_binary_str(self): Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 6
| 1
| 1,724
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport unittest\r\nfrom musket_core import coders\r\nimport numpy as np\r\nimport pandas as pd\r\nimport os\r\nimport math\r\n\r\nclass TestCoders(unittest.TestCase):\r\n\r\n def test_binary_num(self):\r\n a=np.array([0,1,0,1])\r\n bc=coders.get_coder(\"binary\",a, None)\r\n self.assertEqual(bc[0], 0, \"should be zero\")\r\n self.assertEqual(bc[1], 1, \"should be one\")\r\n v=bc._decode(np.array([0.6]))\r\n self.assertEqual(v, 1, \"should be one\")\r\n v=bc._decode(np.array([0.2]))\r\n self.assertEqual(v, 0, \"should be zero\")\r\n pass\r\n def test_binary_str(self):\r\n a=np.array([\"0\",\"1\",\"0\",\"1\"])\r\n bc=coders.get_coder(\"binary\",a, None)\r\n self.assertEqual(bc[0], 0, \"should be zero\")\r\n self.assertEqual(bc[1], 1, \"should be one\")\r\n v=bc._decode(np.array([0.6]))\r\n self.assertEqual(v, \"1\", \"should be one\")\r\n v=bc._decode(np.array([0.2]))\r\n self.assertEqual(v, \"0\", \"should be zero\")\r\n pass\r\n def test_binary_str2(self):\r\n a=np.array([\"\",\"1\",\"\",\"1\"])\r\n bc=coders.get_coder(\"binary\",a, None)\r\n self.assertEqual(bc[0], 0, \"should be zero\")\r\n self.assertEqual(bc[1], 1, \"should be one\")\r\n v=bc._decode(np.array([0.6]))\r\n self.assertEqual(v, \"1\", \"should be one\")\r\n v=bc._decode(np.array([0.2]))\r\n self.assertEqual(v, \"\", \"should be zero\")\r\n pass\r\n def test_binary_bool(self):\r\n a=np.array([True,False,True,False])\r\n bc=coders.get_coder(\"binary\",a, None)\r\n self.assertEqual(bc[0], 1, \"should be zero\")\r\n self.assertEqual(bc[1], 0, \"should be one\")\r\n v=bc._decode(np.array([0.6]))\r\n self.assertEqual(v, True, \"should be one\")\r\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport unittest\r\nfrom musket_core import coders\r\nimport numpy as np\r\nimport pandas as pd\r\nimport os\r\nimport math\r\n\r\nclass TestCoders(unittest.TestCase):\r\n\r\n def test_binary_num(self):\r\n a=np.array([0,1,0,1])\r\n bc=coders.get_coder(\"binary\",a, None)\r\n self.assertEqual(bc[0], 0, \"should be zero\")\r\n self.assertEqual(bc[1], 1, \"should be one\")\r\n v=bc._decode(np.array([0.6]))\r\n self.assertEqual(v, 1, \"should be one\")\r\n v=bc._decode(np.array([0.2]))\r\n self.assertEqual(v, 0, \"should be zero\")\r\n pass\r\n def test_binary_str(self):\r\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc7aed95070ea2718e44219b9db81ddfb927929e
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python3 import os import sys BASE_DIR = os.path.dirname(os.path.abspath(__file__)) sys.path.append(BASE_DIR) import scripts.lib.setup_path_on_import if __name__ == "__main__": if 'posix' in os.name and os.geteuid() == 0: print("manage.py should not be run as root. Use `su zulip` to drop root.") sys.exit(1) if (os.access('/etc/zulip/zulip.conf', os.R_OK) and not os.access('/etc/zulip/zulip-secrets.conf', os.R_OK)): # The best way to detect running manage.py as another user in # production before importing anything that would require that # access is to check for access to /etc/zulip/zulip.conf (in # which case it's a production server, not a dev environment) # and lack of access for /etc/zul Error: SyntaxError / EOF
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Fixed Code: #!/usr/bin/env python3 import os import sys BASE_DIR = os.path.dirname(os.path.abspath(__file__)) sys.path.append(BASE_DIR) import scripts.lib.setup_path_on_import if __name__ == "__main__": if 'posix' in os.name and os.geteuid() == 0: print("manage.py should not be run as root. Use `su zulip` to drop root.") sys.exit(1) if (os.access('/etc/zulip/zulip.conf', os.R_OK) and not os.access('/etc/zulip/zulip-secrets.conf', os.R_OK)): # The best way to detect running manage.py as another user in # production before importing anything that would require that # access is to check for access to /etc/zulip/zulip.conf (in # which case it's a production server, not a dev environment) # and lack of access for /etc/zulip/zulip-secrets.conf (which # should be only readable by root and zulip) Explanation: Complete the truncated code structure
|
intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 793
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python3\nimport os\nimport sys\n\nBASE_DIR = os.path.dirname(os.path.abspath(__file__))\nsys.path.append(BASE_DIR)\nimport scripts.lib.setup_path_on_import\n\nif __name__ == \"__main__\":\n if 'posix' in os.name and os.geteuid() == 0:\n print(\"manage.py should not be run as root. Use `su zulip` to drop root.\")\n sys.exit(1)\n if (os.access('/etc/zulip/zulip.conf', os.R_OK) and not\n os.access('/etc/zulip/zulip-secrets.conf', os.R_OK)):\n # The best way to detect running manage.py as another user in\n # production before importing anything that would require that\n # access is to check for access to /etc/zulip/zulip.conf (in\n # which case it's a production server, not a dev environment)\n # and lack of access for /etc/zul\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python3\nimport os\nimport sys\n\nBASE_DIR = os.path.dirname(os.path.abspath(__file__))\nsys.path.append(BASE_DIR)\nimport scripts.lib.setup_path_on_import\n\nif __name__ == \"__main__\":\n if 'posix' in os.name and os.geteuid() == 0:\n print(\"manage.py should not be run as root. Use `su zulip` to drop root.\")\n sys.exit(1)\n if (os.access('/etc/zulip/zulip.conf', os.R_OK) and not\n os.access('/etc/zulip/zulip-secrets.conf', os.R_OK)):\n # The best way to detect running manage.py as another user in\n # production before importing anything that would require that\n # access is to check for access to /etc/zulip/zulip.conf (in\n # which case it's a production server, not a dev environment)\n # and lack of access for /etc/zulip/zulip-secrets.conf (which\n # should be only readable by root and zulip)\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc7b31007719919e0de3183e896e2da210eb63a7
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import json, requests from bs4 import BeautifulSoup def fetch(): r = requests.get('http://clrhome.org/table/') if not r.ok: print('Cannot fetch {})'.format(r.url)) return None # remove newlines text = r.text.replace('\n', '') # Return the data as a BeautifulSoup object for easy querying return BeautifulSoup(text, 'html.parser') def table_title(table): return 'main' if table['title'] == '' else table['title'].lower() def parse_tables(page): return {table_title(table): parse_table(table) for table in page.find_all('table')} def parse_table(table): print('Table {}'.format(table_title(table))) opcodes = [] for td in table.find_all('td', axis=True): hi = int(td.parent.find('th').text, 16) # row lo = td.parent.index(td) - 1 # column code = hi << 4 | lo specs = td['axis'].split('|') # Conditional instructions have different durations depending on how they # branch so the possible durations are stored in an array. Otherwise, the # duration is just stored as a single value. cycles = list(map(int, specs[2].split('/'))) if '/' in specs[2] else int(specs[2]) opcodes.append({ # Complete this line 'mnemonics': normalize(td.text).strip(), 'size': int(specs[1]), 'cycles': cycles, 'flags': specs[0], 'description': specs[3] }) print(' {}: {}'.format(hex(code), td.text)) return opcodes def normalize(mnemonics): parts = mnemonics.split(' ') name = parts[0] operands = parts[1].split(',') if len(parts) > 1 else [] return '{} {}'.format(name, ','.join(normalize_operand(o, name) for o in operands)) def normalize_operand(operand, instr_name): # Flag condition if instr_name in ['jr', 'jp', 'ret', 'call'] and operand in ['c', 'nc', 'z', 'nz', 'po', 'pe', 'p', 'm']: operand = 'f_' + { 'po': 'np', 'pe': 'p', 'p': 'ns', 'm': 's' }.get(operand, operand) # Alt registers elif operand == 'af\'': operand = 'af_' return operand if __name__ == '__main__': """ This scripts fetches the contents of a webpage that contains nicely formatted data about the Z80 opcodes and outputs it to JSON. """ page = fetch() if page is not None: opcodes = parse_tables(page) with open('opcodes.json', 'w') as output: json.dump(opcodes, output, indent=2)
|
The missing line is: 'opcode': code,
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 6
| 0
| 2,385
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport json, requests\nfrom bs4 import BeautifulSoup\n\n\ndef fetch():\n r = requests.get('http://clrhome.org/table/')\n\n if not r.ok:\n print('Cannot fetch {})'.format(r.url))\n return None\n\n # remove newlines\n text = r.text.replace('\\n', '')\n\n # Return the data as a BeautifulSoup object for easy querying\n return BeautifulSoup(text, 'html.parser')\n\n\ndef table_title(table):\n return 'main' if table['title'] == '' else table['title'].lower()\n\n\ndef parse_tables(page):\n return {table_title(table): parse_table(table)\n for table in page.find_all('table')}\n\n\ndef parse_table(table):\n print('Table {}'.format(table_title(table)))\n\n opcodes = []\n\n for td in table.find_all('td', axis=True):\n hi = int(td.parent.find('th').text, 16) # row\n lo = td.parent.index(td) - 1 # column\n code = hi << 4 | lo\n\n specs = td['axis'].split('|')\n\n # Conditional instructions have different durations depending on how they\n # branch so the possible durations are stored in an array. Otherwise, the\n # duration is just stored as a single value.\n cycles = list(map(int, specs[2].split('/'))) if '/' in specs[2] else int(specs[2])\n\n opcodes.append({\n # Complete this line\n 'mnemonics': normalize(td.text).strip(),\n 'size': int(specs[1]),\n 'cycles': cycles,\n 'flags': specs[0],\n 'description': specs[3]\n })\n\n print(' {}: {}'.format(hex(code), td.text))\n\n return opcodes\n\ndef normalize(mnemonics):\n parts = mnemonics.split(' ')\n name = parts[0]\n operands = parts[1].split(',') if len(parts) > 1 else []\n return '{} {}'.format(name,\n ','.join(normalize_operand(o, name) for o in operands))\n\ndef normalize_operand(operand, instr_name):\n\n # Flag condition\n if instr_name in ['jr', 'jp', 'ret', 'call'] and operand in ['c', 'nc', 'z', 'nz', 'po', 'pe', 'p', 'm']:\n operand = 'f_' + {\n 'po': 'np',\n 'pe': 'p',\n 'p': 'ns',\n 'm': 's'\n }.get(operand, operand)\n\n # Alt registers\n elif operand == 'af\\'':\n operand = 'af_'\n\n return operand\n\nif __name__ == '__main__':\n \"\"\"\n This scripts fetches the contents of a webpage that contains\n nicely formatted data about the Z80 opcodes and outputs it\n to JSON.\n \"\"\"\n\n page = fetch()\n\n if page is not None:\n opcodes = parse_tables(page)\n\n with open('opcodes.json', 'w') as output:\n json.dump(opcodes, output, indent=2)"}, {"role": "assistant", "content": "The missing line is:\n 'opcode': code,"}]
| false
| null | null | null |
bc7b521791f08dc13fece1c31003d055797c5819
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from ..dojo_test_case import DojoTestCase from dojo.models import Test from dojo.tools.intsights.parser import IntSightsParser class TestIntSightsParser(DojoTestCase): def test_intsights_parser_with_one_critical_vuln_has_one_findings_json( self): testfile = open("unittests/scans/intsights/intsights_one_vul.json") parser = IntSightsParser() findings = parser.get_findings(testfile, Test()) testfile.close() self.assertEqual(1, len(findings)) finding = list(findings)[0] self.assertEqual( '5c80dbf83b4a3900078b6be6', finding.unique_id_from_tool) self.assertEqual( 'HTTP headers weakness in initech.com web server', finding.title) self.assertEquals('Critical', finding.severity) self.assertEquals( "https://dashboard.intsights.com/#/threat-command/alerts?search=5c80dbf83b4a3900078b6be6", finding.references) def test_intsights_parser_with_one_critical_vuln_has_one_findings_csv( self): testfile = open("unittests/scans/intsights/intsights_one_vuln.csv") parser = IntSightsParser() findings = parser.get_findings(testfile, Test()) testfile.close() self.assertEqual(1, len(findings)) finding = list(findings)[0] self.assertEqual( "mn7xy83finmmth4ja363rci9", finding.unique_id_from_tool) self.assertEqual( "HTTP headers weakness in company-domain.com web server", finding.title) def test_intsights_parser_with_many_vuln_has_many_findings_json(self): testfile = open("unittests/scans/intsights/intsights_many_vul.json") parser = IntSightsParser() findings = parser.get_findings(testfile, Test()) testfile.close() self.assertEqual(3, len(findings)) def test_intsights_parser_with_many_vuln_has_many_findings_csv(self): testfile = open("unittests/scans/intsights/intsights_many_vuln.csv") parser = IntSightsParser() ... code continues ...
|
Completion: Missing: Function 'test_intsights_parser_with_many_vuln_has_many_findings_csv' is incomplete - body truncated To complete: • Complete the function 'test_intsights_parser_with_many_vuln_has_many_findings_csv' body and add missing return Example continuation: findings = parser.get_findings(testfile, Test()) testfile.close() self.assertEqual(9, len(findings)) def test_intsights_parser_invalid_text_with_error_csv(self):
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 5
| 1
| 2,079
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom ..dojo_test_case import DojoTestCase\nfrom dojo.models import Test\nfrom dojo.tools.intsights.parser import IntSightsParser\n\n\nclass TestIntSightsParser(DojoTestCase):\n def test_intsights_parser_with_one_critical_vuln_has_one_findings_json(\n self):\n testfile = open(\"unittests/scans/intsights/intsights_one_vul.json\")\n parser = IntSightsParser()\n findings = parser.get_findings(testfile, Test())\n testfile.close()\n\n self.assertEqual(1, len(findings))\n\n finding = list(findings)[0]\n\n self.assertEqual(\n '5c80dbf83b4a3900078b6be6',\n finding.unique_id_from_tool)\n self.assertEqual(\n 'HTTP headers weakness in initech.com web server',\n finding.title)\n self.assertEquals('Critical', finding.severity)\n self.assertEquals(\n \"https://dashboard.intsights.com/#/threat-command/alerts?search=5c80dbf83b4a3900078b6be6\",\n finding.references)\n\n def test_intsights_parser_with_one_critical_vuln_has_one_findings_csv(\n self):\n testfile = open(\"unittests/scans/intsights/intsights_one_vuln.csv\")\n parser = IntSightsParser()\n findings = parser.get_findings(testfile, Test())\n testfile.close()\n self.assertEqual(1, len(findings))\n\n finding = list(findings)[0]\n\n self.assertEqual(\n \"mn7xy83finmmth4ja363rci9\",\n finding.unique_id_from_tool)\n self.assertEqual(\n \"HTTP headers weakness in company-domain.com web server\",\n finding.title)\n\n def test_intsights_parser_with_many_vuln_has_many_findings_json(self):\n testfile = open(\"unittests/scans/intsights/intsights_many_vul.json\")\n parser = IntSightsParser()\n findings = parser.get_findings(testfile, Test())\n testfile.close()\n self.assertEqual(3, len(findings))\n\n def test_intsights_parser_with_many_vuln_has_many_findings_csv(self):\n testfile = open(\"unittests/scans/intsights/intsights_many_vuln.csv\")\n parser = IntSightsParser()\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'test_intsights_parser_with_many_vuln_has_many_findings_csv' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'test_intsights_parser_with_many_vuln_has_many_findings_csv' body and add missing return\n\n Example continuation:\n findings = parser.get_findings(testfile, Test())\n testfile.close()\n self.assertEqual(9, len(findings))\n\n def test_intsights_parser_invalid_text_with_error_csv(self):"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
bc7c42367a8432fba7810ae50ee93f6f9fc12d32
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python # Copyright 2013-present Barefoot Networks, Inc. # Copyright 2018 VMware, 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. def is_err(p4filename): """ True if the filename represents a p4 program that should fail. """ return "_errors" in p4filename def report_err(file, *message): """ Write message to given file, report to stderr if verbose """ print("***", file=sys.stderr, *message) if (file and file != sys.stderr): err_file = open(file, "a+") print("***", file=err_file, *message) err_file.close() def report_output(file, verbose, *message): """ Write message to given file, report to stdout if verbose """ if (verbose): print(file=sys.stdout, *message) if (file and file != sys.stdout): out_file = open(file, "a+") print("", file=out_file, *message) out_file.close() def byte_to_hex(byteStr): """ Convert byte sequences to a hex string. """ return ''.join(["%02X " % ord(x) for x in byteStr]).strip() def hex_to_byte(hexStr): """ Convert hex strings to bytes. """ bytes = [] hexStr = ''.join(hexStr.split(" ")) for i in range(0, len(hexStr), 2): bytes.append(chr(int(hexStr[i:i + 2], 16))) return ''.join(bytes) def compare_pkt(outputs, expected, received): """ Compare two given byte sequences and check if they are the same. Report errors if this is not the case. """ received = ''.join(byte_to_hex(str(received)).split()).upper() expected = ''.join(expected.split()).upper() if len(received) < len(expected): report_err(outputs["stderr"], "Received packet too short", len(received), "vs", len(expected)) return FAILURE for i in range(0, len(expected)): if expected[i] == "*": continue if expected[i] != received[i]: report_err(outputs["stderr"], "Received packet ", received) report_err(outputs["stderr"], "Packet different at position", i, ": expected", expected[i], ", received", received[i]) report_err(outputs["stderr"], "Expected packet ", expected) return FAILURE return SUCCESS ... [5 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 58 Invalid syntax at line 79: ... [5 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 19 Unexpected indentation at line 24 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 34 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 45 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 69 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 ✨ Improvements: Complete the expression on the last line Add closing quote at line 58 Review syntax near the error location
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 6
| 0
| 2,772
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n# Copyright 2013-present Barefoot Networks, Inc.\n# Copyright 2018 VMware, Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\ndef is_err(p4filename):\n \"\"\" True if the filename represents a p4 program that should fail. \"\"\"\n return \"_errors\" in p4filename\n\n\ndef report_err(file, *message):\n \"\"\" Write message to given file, report to stderr if verbose \"\"\"\n print(\"***\", file=sys.stderr, *message)\n\n if (file and file != sys.stderr):\n err_file = open(file, \"a+\")\n print(\"***\", file=err_file, *message)\n err_file.close()\n\n\ndef report_output(file, verbose, *message):\n \"\"\" Write message to given file, report to stdout if verbose \"\"\"\n if (verbose):\n print(file=sys.stdout, *message)\n\n if (file and file != sys.stdout):\n out_file = open(file, \"a+\")\n print(\"\", file=out_file, *message)\n out_file.close()\n\n\ndef byte_to_hex(byteStr):\n \"\"\" Convert byte sequences to a hex string. \"\"\"\n return ''.join([\"%02X \" % ord(x) for x in byteStr]).strip()\n\n\ndef hex_to_byte(hexStr):\n \"\"\" Convert hex strings to bytes. \"\"\"\n bytes = []\n hexStr = ''.join(hexStr.split(\" \"))\n for i in range(0, len(hexStr), 2):\n bytes.append(chr(int(hexStr[i:i + 2], 16)))\n return ''.join(bytes)\n\n\ndef compare_pkt(outputs, expected, received):\n \"\"\" Compare two given byte sequences and check if they are the same.\n Report errors if this is not the case. \"\"\"\n received = ''.join(byte_to_hex(str(received)).split()).upper()\n expected = ''.join(expected.split()).upper()\n if len(received) < len(expected):\n report_err(outputs[\"stderr\"], \"Received packet too short\",\n len(received), \"vs\", len(expected))\n return FAILURE\n for i in range(0, len(expected)):\n if expected[i] == \"*\":\n continue\n if expected[i] != received[i]:\n report_err(outputs[\"stderr\"], \"Received packet \", received)\n report_err(outputs[\"stderr\"], \"Packet different at position\", i,\n \": expected\", expected[i], \", received\", received[i])\n report_err(outputs[\"stderr\"], \"Expected packet \", expected)\n return FAILURE\n return SUCCESS\n\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 58\n Invalid syntax at line 79: ... [5 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 19\n Unexpected indentation at line 24\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 34\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 45\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 54\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 69\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 58\n Review syntax near the error location"}]
| false
| null | null | null |
bc7fdbab2e2a6960b77a8cd250963e5c2c2a372b
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: class Heap: def __init__(self): self.items = dict() # key - (value, index) self.indexes = [] # index - key // to know indexes # Usefull functions def swap(self, i, j): x = self.indexes[i] # key of 1 item y = self.indexes[j] # key of 2 item # swap keys in index array self.indexes[i] = y self.indexes[j] = x temp = self.items[x][1] # index of 1 item # swap indexes in dictionary self.items.update({x: (self.items[x][0], self.items[y][1])}) self.items.update({y: (self.items[y][0], temp)}) def bigger(self, i, j): if self.indexes[i] <= self.indexes[j]: return False else: return True # Check family UwU def hasParent(self, i): if (i - 1)/2 >= 0: return True return False def parentIndex(self, i): return int((i - 1)/2) def hasLeft(self, i): if i*2 + 1 < len(self.indexes): return True return False def leftIndex(self, i): return int(i*2 + 1) def hasRight(self, i): if i*2 + 2 < len(self.indexes): return T
|
Syntax Analysis: Fixes: • Add docstring to class 'Heap' • Add docstring to function 'swap'
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 13
| 1
| 1,197
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nclass Heap:\n def __init__(self):\n self.items = dict() # key - (value, index)\n self.indexes = [] # index - key // to know indexes \n\n\n # Usefull functions\n def swap(self, i, j):\n x = self.indexes[i] # key of 1 item\n y = self.indexes[j] # key of 2 item\n\n # swap keys in index array\n self.indexes[i] = y\n self.indexes[j] = x\n\n temp = self.items[x][1] # index of 1 item\n\n # swap indexes in dictionary\n self.items.update({x: (self.items[x][0], self.items[y][1])})\n self.items.update({y: (self.items[y][0], temp)})\n\n def bigger(self, i, j):\n if self.indexes[i] <= self.indexes[j]:\n return False\n else:\n return True\n\n\n # Check family UwU\n def hasParent(self, i):\n if (i - 1)/2 >= 0:\n return True\n return False\n def parentIndex(self, i):\n return int((i - 1)/2)\n\n def hasLeft(self, i):\n if i*2 + 1 < len(self.indexes):\n return True\n return False\n def leftIndex(self, i):\n return int(i*2 + 1)\n\n def hasRight(self, i):\n if i*2 + 2 < len(self.indexes):\n return T"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to class 'Heap'\n \u2022 Add docstring to function 'swap'"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc8027a9a53c2f0f832850a598757b1b43c5255c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from __future__ import unicode_literals try: from unittest.mock import patch except ImportError: from mock import patch from django.contrib.auth.models import User from django.contrib.contenttypes.models import ContentType from django.test import TestCase from django.urls import reverse from rest_framework.test import APIRequestFactory, force_authenticate from django_comments_xtd import django_comments from django_comments_xtd.api.views import CommentCreate from django_comments_xtd.tests.models import Article, Diary request_factory = APIRequestFactory() def post_comment(data, auth_user=None): request = request_factory.post(reverse('comments-xtd-api-create'), data) if auth_user: force_authenticate(request, user=auth_user) view = CommentCreate.as_view() return view(request) class CommentCreateTestCase(TestCase): def setUp(self): patcher = patch('django_comments_xtd.views.send_mail') self.mock_mailer = patcher.start() self.article = Article.objects.create( title="October", slug="october", body="What I did on October...") self.form = django_comments.get_form()(self.article) def test_post_returns_2xx_response(self): data = {"name": "Bob", "email": "fulanito@detal.com", "followup": True, "reply_to": 0, "level": 1, "order": 1, "comment": "Es war einmal eine kleine...", "honeypot": ""} data.update(self.form.initial) response = post_comment(data) self.assertEqual(response.status_code, 204) self.assertEqual(self.mock_mailer.call_count, 1) def test_post_returns_4xx_response(self): # It uses an authenticated user, but the user has no mail address. self.user = User.objects.create_user("bob", "", "pwd") data = {"name": "", "email": "", "followup": True, "reply_to": 0, "level": 1, "order": 1, "comment": "Es war einmal eine kleine...",
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Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Unclosed '{' at line 52 - expected '}' • SyntaxError: '{' was never closed at line 52 Fix: Complete the function 'test_post_returns_4xx_response' body and add missing return
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advanced
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testing
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error_detection
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Pythoncode:Python
| 4
| 1
| 1,993
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom __future__ import unicode_literals\n\ntry:\n from unittest.mock import patch\nexcept ImportError:\n from mock import patch\n\nfrom django.contrib.auth.models import User\nfrom django.contrib.contenttypes.models import ContentType\nfrom django.test import TestCase\nfrom django.urls import reverse\n\nfrom rest_framework.test import APIRequestFactory, force_authenticate\n\nfrom django_comments_xtd import django_comments\nfrom django_comments_xtd.api.views import CommentCreate\nfrom django_comments_xtd.tests.models import Article, Diary\n\n\nrequest_factory = APIRequestFactory()\n\n\ndef post_comment(data, auth_user=None):\n request = request_factory.post(reverse('comments-xtd-api-create'), data)\n if auth_user:\n force_authenticate(request, user=auth_user)\n view = CommentCreate.as_view()\n return view(request)\n\n\nclass CommentCreateTestCase(TestCase):\n def setUp(self):\n patcher = patch('django_comments_xtd.views.send_mail')\n self.mock_mailer = patcher.start()\n self.article = Article.objects.create(\n title=\"October\", slug=\"october\", body=\"What I did on October...\")\n self.form = django_comments.get_form()(self.article)\n\n def test_post_returns_2xx_response(self):\n data = {\"name\": \"Bob\", \"email\": \"fulanito@detal.com\",\n \"followup\": True, \"reply_to\": 0, \"level\": 1, \"order\": 1,\n \"comment\": \"Es war einmal eine kleine...\",\n \"honeypot\": \"\"}\n data.update(self.form.initial)\n response = post_comment(data)\n self.assertEqual(response.status_code, 204)\n self.assertEqual(self.mock_mailer.call_count, 1)\n\n def test_post_returns_4xx_response(self):\n # It uses an authenticated user, but the user has no mail address.\n self.user = User.objects.create_user(\"bob\", \"\", \"pwd\")\n data = {\"name\": \"\", \"email\": \"\",\n \"followup\": True, \"reply_to\": 0, \"level\": 1, \"order\": 1,\n \"comment\": \"Es war einmal eine kleine...\","}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Unclosed '{' at line 52 - expected '}'\n \u2022 SyntaxError: '{' was never closed at line 52\n\n Fix: Complete the function 'test_post_returns_4xx_response' body and add missing return"}]
| true
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syntax
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MID_FUNCTION
|
HIGH
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bc807e3864743112b7b85584b7afbab826c8463a
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: class Solution(object): def rearrangeString(self, str, k): """ :type str: str :type k: int :rtype: str """ ## greedy: count keeps the # of chars, valid keeps the leftmost valid index of a char. res=[] # count # of chars d=collections.defaultdict(int) for c in str: d[c]+=1 # create a valid dict v=collections.defaultdict(int) # add char one by one, that with max # first, must have valid leftmost index for i in range(len(str)): c=None for key in d: if (not c or d[key]>d[c) and d[key]>0 and v[key]<=i: # get c with max # and be valid c=key if not c: return '' res.append(c) d[c]-=1 v[c]=i+k return ''.join(res) Error: SyntaxError: unmatched brackets
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Fixed Code: class Solution(object): def rearrangeString(self, str, k): """ :type str: str :type k: int :rtype: str """ ## greedy: count keeps the # of chars, valid keeps the leftmost valid index of a char. res=[] # count # of chars d=collections.defaultdict(int) for c in str: d[c]+=1 # create a valid dict v=collections.defaultdict(int) # add char one by one, that with max # first, must have valid leftmost index Explanation: Add missing ']' bracket at line 24
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advanced
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oop
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error_fixing
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Pythoncode:Python
| 1
| 1
| 891
| false
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nclass Solution(object):\n def rearrangeString(self, str, k):\n \"\"\"\n :type str: str\n :type k: int\n :rtype: str\n \"\"\"\n \n ## greedy: count keeps the # of chars, valid keeps the leftmost valid index of a char.\n res=[]\n \n # count # of chars\n d=collections.defaultdict(int)\n for c in str:\n d[c]+=1\n \n # create a valid dict\n v=collections.defaultdict(int)\n \n # add char one by one, that with max # first, must have valid leftmost index\n for i in range(len(str)):\n c=None\n for key in d:\n if (not c or d[key]>d[c) and d[key]>0 and v[key]<=i: # get c with max # and be valid\n c=key\n if not c: return ''\n res.append(c)\n d[c]-=1\n v[c]=i+k\n return ''.join(res)\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\nclass Solution(object):\n def rearrangeString(self, str, k):\n \"\"\"\n :type str: str\n :type k: int\n :rtype: str\n \"\"\"\n \n ## greedy: count keeps the # of chars, valid keeps the leftmost valid index of a char.\n res=[]\n \n # count # of chars\n d=collections.defaultdict(int)\n for c in str:\n d[c]+=1\n \n # create a valid dict\n v=collections.defaultdict(int)\n \n # add char one by one, that with max # first, must have valid leftmost index\n\n Explanation: Add missing ']' bracket at line 24"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
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bc8126cdbc2e20b53b03bc4d747c2a82d0fde975
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: class Contact(object): def __init__(self, position, start_time, end_time): self.pos = position self.init_time = start_time self.final_time = end_time def position(self): return self.pos def start_time(self): return self.init_time def end_time(self): return self.final_time def get_contact_plan(contact_states, effs): contacts = {} for i, eff in enumerate(effs): num_contacts = len(contact_states(i)) contacts[eff] = [] for j in range(num_contacts): contact_ = contact_states(i)[j] start_time = contact_.start_time end_time = contact_.end_time position = contact_.position contacts[eff].append(Contact(position, start_time, end_time)) return contacts def generate_eff_traj(contacts, z_offset): effs = contacts.keys() eff_traj_poly = {} # Complete this line cnt = contacts[eff] num_contacts = len(cnt) poly_traj = [ PolynominalList(), PolynominalList(), PolynominalList() ] for i in range(num_contacts): # Create a constant polynominal for endeffector on the ground. t = [cnt[i].start_time(), cnt[i].end_time()] for idx in range(3): poly_traj[idx].append(t, constant_poly(cnt[i].position()[idx])) # If there is a contact following, add the transition between # the two contact points. if i < num_contacts - 1: t = [cnt[i].end_time(), cnt[i+1].start_time()] for idx in range(3): via = None if idx == 2: via = z_offset + cnt[i].position()[idx] poly = poly_points(t, cnt[i].position()[idx], cnt[i+1].position()[idx], via) poly_traj[idx].append(t, poly) eff_traj_poly[eff] = poly_traj # returns end eff trajectories return eff_traj_poly class EndeffectorTrajectoryGenerator(object): def __init__(self): self.z_offset = 0.1 def get_z_bound(self, mom_kin_optimizer): z_max = min(max(mom_kin_optimizer.com_dyn[:, 2]), self.max_bound) z_min = max(min(mom_kin_optimizer.com_dyn[:, 2]), self.min_bound) return z_max, z_min ... [16 more functiondefs truncated] ...
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The missing line is: for eff in effs:
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advanced
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oop
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fill_in_the_blank
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Pythoncode:Python
| 8
| 2
| 2,378
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass Contact(object):\n def __init__(self, position, start_time, end_time):\n self.pos = position\n self.init_time = start_time\n self.final_time = end_time\n\n def position(self):\n return self.pos\n\n def start_time(self):\n return self.init_time\n\n def end_time(self):\n return self.final_time\n\n\ndef get_contact_plan(contact_states, effs):\n contacts = {}\n for i, eff in enumerate(effs):\n num_contacts = len(contact_states(i))\n contacts[eff] = []\n for j in range(num_contacts):\n contact_ = contact_states(i)[j]\n start_time = contact_.start_time\n end_time = contact_.end_time\n position = contact_.position\n contacts[eff].append(Contact(position, start_time, end_time))\n\n return contacts\n\n\ndef generate_eff_traj(contacts, z_offset):\n effs = contacts.keys()\n eff_traj_poly = {}\n\n # Complete this line\n cnt = contacts[eff]\n num_contacts = len(cnt)\n\n poly_traj = [\n PolynominalList(), PolynominalList(), PolynominalList()\n ]\n\n for i in range(num_contacts):\n # Create a constant polynominal for endeffector on the ground.\n t = [cnt[i].start_time(), cnt[i].end_time()]\n for idx in range(3):\n poly_traj[idx].append(t, constant_poly(cnt[i].position()[idx]))\n\n # If there is a contact following, add the transition between\n # the two contact points.\n if i < num_contacts - 1:\n t = [cnt[i].end_time(), cnt[i+1].start_time()]\n\n for idx in range(3):\n via = None\n if idx == 2:\n via = z_offset + cnt[i].position()[idx]\n poly = poly_points(t, cnt[i].position()[idx], cnt[i+1].position()[idx], via)\n poly_traj[idx].append(t, poly)\n\n eff_traj_poly[eff] = poly_traj\n\n # returns end eff trajectories\n return eff_traj_poly\n\n\nclass EndeffectorTrajectoryGenerator(object):\n def __init__(self):\n self.z_offset = 0.1\n\n def get_z_bound(self, mom_kin_optimizer):\n z_max = min(max(mom_kin_optimizer.com_dyn[:, 2]), self.max_bound)\n z_min = max(min(mom_kin_optimizer.com_dyn[:, 2]), self.min_bound)\n return z_max, z_min\n\n\n ... [16 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n for eff in effs:"}]
| false
| null | null | null |
bc82ef8de803f7a119ffe50ddde0e017fafeacd2
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import logging from gullveig import bootstrap_default_logger # Configure default logging def _configure_default_web_logger(): logger = logging.getLogger('gullveig-web') bootstrap_default_logger(logger) api_logger = logging.getLogger('gullveig-api')
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bootstrap_default_logger(api_logger) aio_logger = logging.getLogger('aiohttp.server') bootstrap_default_logger(aio_logger) _configure_default_web_logger()
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intermediate
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api
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code_completion
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Pythoncode:Python
| 1
| 0
| 435
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport logging\n\nfrom gullveig import bootstrap_default_logger\n\n\n# Configure default logging\ndef _configure_default_web_logger():\n logger = logging.getLogger('gullveig-web')\n bootstrap_default_logger(logger)\n\n api_logger = logging.getLogger('gullveig-api')"}, {"role": "assistant", "content": "\n bootstrap_default_logger(api_logger)\n\n aio_logger = logging.getLogger('aiohttp.server')\n bootstrap_default_logger(aio_logger)\n\n\n_configure_default_web_logger()"}]
| false
| null | null | null |
bc831b7e95388ec378c7efd07e50c5540c59f285
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import json import urllib import os import jupyterhub from tornado.httpclient import HTTPRequest, AsyncHTTPClient from traitlets import Unicode from jupyterhub.auth import Authenticator from tornado import gen class HttpAuthenticator(Authenticator): server = Unicode( None, allow_none=True, config=True, help=""" Http authentication server. """ ) appid = Unicode( None, allow_none=True, config=True, help=""" Application Id recognized by the http authentication server """ ) @gen.coroutine def authenticate(self, handler, data): http_client = AsyncHTTPClient() headers = { "Accept": "application/json", "User-Agent": "JupyterHub", } params = dict( type="json", appid=self.appid, ac=data['username'], pw=data['password'] ) req = HTTPRequest(self.server, method="POST", headers=headers, body=urllib.parse.urlencode(params), validate_cert = False ) resp = yield http_client.fetch(req) reply = json.loads(resp.body.decode('utf8', 'replace')) if reply.get("code") == 200: return (reply.get("data").get("UserCN")) else: return None
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 16 Block at line 10 has no indented body ⚠️ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 💡 Suggestions: Add closing quote at line 16 Add docstring to class 'HttpAuthenticator' Add docstring to function 'authenticate'
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advanced
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api
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debugging
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Pythoncode:Python
| 1
| 1
| 1,482
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport json\nimport urllib\nimport os\nimport jupyterhub\nfrom tornado.httpclient import HTTPRequest, AsyncHTTPClient\nfrom traitlets import Unicode\nfrom jupyterhub.auth import Authenticator\nfrom tornado import gen\n\nclass HttpAuthenticator(Authenticator):\n\n server = Unicode(\n None,\n allow_none=True,\n config=True,\n help=\"\"\"\n Http authentication server.\n \"\"\"\n )\n \n appid = Unicode(\n None,\n allow_none=True,\n config=True,\n help=\"\"\"\n Application Id recognized by the http authentication server\n \"\"\" \n )\n\n @gen.coroutine\n def authenticate(self, handler, data):\n http_client = AsyncHTTPClient()\n\n headers = {\n \"Accept\": \"application/json\",\n \"User-Agent\": \"JupyterHub\",\n }\n\n params = dict(\n type=\"json\",\n appid=self.appid,\n ac=data['username'],\n pw=data['password']\n )\n\n req = HTTPRequest(self.server,\n method=\"POST\",\n headers=headers,\n body=urllib.parse.urlencode(params),\n validate_cert = False\n )\n \n \n resp = yield http_client.fetch(req)\n reply = json.loads(resp.body.decode('utf8', 'replace'))\n\n if reply.get(\"code\") == 200:\n return (reply.get(\"data\").get(\"UserCN\"))\n else:\n return None"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 16\n Block at line 10 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 16\n Add docstring to class 'HttpAuthenticator'\n Add docstring to function 'authenticate'"}]
| false
| null | null | null |
bc84db3b22d112c3d8e47827ed44b0cdb57ad39d
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import torch import torch.nn as nn import numpy as np import matplotlib.pyplot as plt # NOT -> ParameterModule # NOT -> children_and_parameters # NOT -> flatten_model # NOT -> lr_range # NOT -> scheduling functions # NOT -> SmoothenValue # YES -> lr_find # NOT -> plot_lr_find # NOT TO BE MODIFIED class ParameterModule(nn.Module): "Register a lone parameter 'p' in a module" def __init__(self, p:nn.Parameter): super().__init__() self.val = p def forward(self, x): return x # NOT TO BE MODIFIED # To be used to flatten_model def children_and_parameters(m:nn.Module): "Return the children of `m` and its direct parameters not registered in modules." children = list(m.children()) children_p = sum([[id(p) for p in c.parameters()] for c in m.children()],[]) for p in m.parameters(): if id(p) not in children_p: children.append(ParameterModule(p)) return children # NOT TO BE MODIFIED flatten_model = lambda m: sum(map(flatten_model,children_and_parameters(m)),[]) if len(list(m.children())) else [m] # NOT TO BE MODIFIED def lr_range(model, lr): """ Build differential learning rate from lr. It will give you the Arguments: model :- torch.nn.Module lr :- float or slice Returns: Depending upon lr """ if not isinstance(lr, slice): return lr num_layer = len([nn.Sequential(*flatten_model(model))]) if lr.start: mult = lr.stop / lr.start step = mult**(1/(num_layer-1)) res = np.array([lr.start*(step**i) for i in range(num_layer - 1)]) else: res = [lr.stop/10.]*(num_layer-1) + [lr.stop] return np.array(res) # NOT TO BE MODIFIED # These are the functions that would give us the values of lr. Liks for linearly # increasing lr we would use annealing_linear. # You can add your own custom function, for producing lr. # By defualt annealing_exp is used for both lr and momentum def annealing_no(start, end, pct:float): "No annealing, always return `start`." return start def annealing_linear(start, end, pct:float): "Linearly anneal from `start` to `end` as pct goes from 0.0 to 1.0." return start + pct * (end-start) def annealing_exp(start, end, pct:float): "Exponentially anneal from `start` to `end` as pct goes from 0.0 to 1.0." return start * (end/start) ** pct def annealing_cos(start, end, pct:float): "Cosine anneal from `start` to `end` as pct goes from 0.0 to 1.0." cos_out = np.cos(np.pi * pct) + 1 return end + (start-end)/2 * cos_out def do_annealing_poly(start, end, pct:float, degree): return end + (start-end) * (1-pct)**degree # NOT TO BE MODIFIED class Stepper(): """ Used to step from start, end ('vals') over 'n_iter' iterations on a schedule. We will create a stepper object and then use one of the above annelaing functions, to step from start lr to end lr. """ ... [8 more functiondefs truncated] ...
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Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 39 • Invalid syntax at line 89: ... [8 more functiondefs truncated] ... Fix: Check loop bounds and array indices carefully
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advanced
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ui
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error_detection
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Pythoncode:Python
| 9
| 2
| 2,981
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\nimport numpy as np\nimport matplotlib.pyplot as plt\n\n# NOT -> ParameterModule\n# NOT -> children_and_parameters\n# NOT -> flatten_model\n# NOT -> lr_range\n# NOT -> scheduling functions\n# NOT -> SmoothenValue \n# YES -> lr_find\n# NOT -> plot_lr_find\n\n# NOT TO BE MODIFIED\nclass ParameterModule(nn.Module):\n \"Register a lone parameter 'p' in a module\"\n def __init__(self, p:nn.Parameter):\n super().__init__()\n self.val = p\n def forward(self, x): \n return x\n\n# NOT TO BE MODIFIED\n# To be used to flatten_model\ndef children_and_parameters(m:nn.Module):\n \"Return the children of `m` and its direct parameters not registered in modules.\"\n children = list(m.children())\n children_p = sum([[id(p) for p in c.parameters()] for c in m.children()],[])\n for p in m.parameters():\n if id(p) not in children_p: children.append(ParameterModule(p))\n return children\n\n# NOT TO BE MODIFIED\nflatten_model = lambda m: sum(map(flatten_model,children_and_parameters(m)),[]) if len(list(m.children())) else [m]\n\n# NOT TO BE MODIFIED\ndef lr_range(model, lr):\n \"\"\"\n Build differential learning rate from lr. It will give you the\n Arguments:\n model :- torch.nn.Module\n lr :- float or slice\n Returns:\n Depending upon lr\n \"\"\"\n if not isinstance(lr, slice): \n return lr\n \n num_layer = len([nn.Sequential(*flatten_model(model))])\n if lr.start: \n mult = lr.stop / lr.start\n step = mult**(1/(num_layer-1))\n res = np.array([lr.start*(step**i) for i in range(num_layer - 1)])\n else:\n res = [lr.stop/10.]*(num_layer-1) + [lr.stop]\n \n return np.array(res)\n\n# NOT TO BE MODIFIED\n# These are the functions that would give us the values of lr. Liks for linearly\n# increasing lr we would use annealing_linear.\n# You can add your own custom function, for producing lr.\n# By defualt annealing_exp is used for both lr and momentum\ndef annealing_no(start, end, pct:float):\n \"No annealing, always return `start`.\"\n return start\ndef annealing_linear(start, end, pct:float):\n \"Linearly anneal from `start` to `end` as pct goes from 0.0 to 1.0.\"\n return start + pct * (end-start)\ndef annealing_exp(start, end, pct:float):\n \"Exponentially anneal from `start` to `end` as pct goes from 0.0 to 1.0.\"\n return start * (end/start) ** pct\ndef annealing_cos(start, end, pct:float):\n \"Cosine anneal from `start` to `end` as pct goes from 0.0 to 1.0.\"\n cos_out = np.cos(np.pi * pct) + 1\n return end + (start-end)/2 * cos_out\ndef do_annealing_poly(start, end, pct:float, degree):\n return end + (start-end) * (1-pct)**degree\n \n# NOT TO BE MODIFIED\nclass Stepper():\n \"\"\"\n Used to step from start, end ('vals') over 'n_iter' iterations on a schedule. \n We will create a stepper object and then use one of the above annelaing functions,\n to step from start lr to end lr.\n \"\"\"\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 39\n \u2022 Invalid syntax at line 89: ... [8 more functiondefs truncated] ...\n\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
bc85621d3dca3de545ceeff3a1f12920ad9784b4
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: class IterateFrameAndDisassembleTestCase(TestBase): mydir = TestBase.compute_mydir(__file__) def test_and_run_command(self): """Disassemble each call frame when stopped on C's constructor.""" self.build() self.breakOnCtor() raw_output = self.res.GetOutput() frameRE = re.compile(r""" ^\s\sframe # heading for the frame info, .* # wildcard, and 0x[0-9a-f]{16} # the frame pc, and \sa.out`(.+) # module`function, and \s\+\s # the rest ' + ....' """, re.VERBOSE) for line in raw_output.split(os.linesep): match = frameRE.search(line) if match: function = match.group(1) #print("line:", line) #print("function:", function) self.runCmd("disassemble -n '%s'" % function) @add_test_categories(['pyapi']) def test_and_python_api(self): """Disassemble each call frame when stopped on C's constructor.""" self.build() self.breakOnCtor() # Now use the Python API to get at each function on the call stack and # disassemble it. target = self.dbg.GetSelectedTarget() process = target.GetProcess() thread = lldbutil.get_stopped_thread( process, lldb.eStopReasonBreakpoint) self.assertIsNotNone(thread) depth = thread.GetNumFrames()
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for i in range(depth - 1): frame = thread.GetFrameAtIndex(i) function = frame.GetFunction() # Print the function header. if self.TraceOn(): print() print(function) if function: # Get all instructions for this function and print them out. insts = function.GetInstructions(target) for inst in insts: # We could simply do 'print inst' to print out the disassembly. # But we want to print to stdout only if self.TraceOn() is # True. disasm = str(inst) if self.TraceOn(): print(disasm) def setUp(self): # Call super's setUp(). TestBase.setUp(self) # Find the line number to break for main.cpp. self.line = line_number('main.cpp', '// Set break point at this line.') ... [1 more functiondefs truncated] ...
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advanced
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testing
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 2,606
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass IterateFrameAndDisassembleTestCase(TestBase):\n\n mydir = TestBase.compute_mydir(__file__)\n\n def test_and_run_command(self):\n \"\"\"Disassemble each call frame when stopped on C's constructor.\"\"\"\n self.build()\n self.breakOnCtor()\n\n raw_output = self.res.GetOutput()\n frameRE = re.compile(r\"\"\"\n ^\\s\\sframe # heading for the frame info,\n .* # wildcard, and\n 0x[0-9a-f]{16} # the frame pc, and\n \\sa.out`(.+) # module`function, and\n \\s\\+\\s # the rest ' + ....'\n \"\"\", re.VERBOSE)\n for line in raw_output.split(os.linesep):\n match = frameRE.search(line)\n if match:\n function = match.group(1)\n #print(\"line:\", line)\n #print(\"function:\", function)\n self.runCmd(\"disassemble -n '%s'\" % function)\n\n @add_test_categories(['pyapi'])\n def test_and_python_api(self):\n \"\"\"Disassemble each call frame when stopped on C's constructor.\"\"\"\n self.build()\n self.breakOnCtor()\n\n # Now use the Python API to get at each function on the call stack and\n # disassemble it.\n target = self.dbg.GetSelectedTarget()\n process = target.GetProcess()\n thread = lldbutil.get_stopped_thread(\n process, lldb.eStopReasonBreakpoint)\n self.assertIsNotNone(thread)\n depth = thread.GetNumFrames()"}, {"role": "assistant", "content": "\n for i in range(depth - 1):\n frame = thread.GetFrameAtIndex(i)\n function = frame.GetFunction()\n # Print the function header.\n if self.TraceOn():\n print()\n print(function)\n if function:\n # Get all instructions for this function and print them out.\n insts = function.GetInstructions(target)\n for inst in insts:\n # We could simply do 'print inst' to print out the disassembly.\n # But we want to print to stdout only if self.TraceOn() is\n # True.\n disasm = str(inst)\n if self.TraceOn():\n print(disasm)\n\n def setUp(self):\n # Call super's setUp().\n TestBase.setUp(self)\n # Find the line number to break for main.cpp.\n self.line = line_number('main.cpp', '// Set break point at this line.')\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
bc85ba5181e5203592287503621708b994737b25
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: ''' All the reserved, individual words used in MAlice. ''' A = "a" ALICE = "Alice" AND = "and" ATE = "ate" BECAME = "became" BECAUSE = "because" BUT = "but" CLOSED = "closed" COMMA = "," CONTAINED = "contained" DOT = "." DRANK = "drank" EITHER = "either" ENOUGH = "enough" EVENTUALLY = "eventually" FOUND = "found" HAD = "had" HATTA = "hatta" LETTER = "letter" LOOKING_GLASS = "looking-glass" LPAR = "(" MAYBE = "maybe" NUMBER = "number" OF = "of" OPENED = "opened" OR = "or" PERHAPS = "perhaps" PIECE = "piece" QUESTION = "?" ROOM = "room" RPAR = ")" S = "'s" SAID = "said" SENTENCE = "sentence" SO = "so" SPIDER = "spider" SPOKE = "spoke" THE = "The" THEN = "then" TIMES = "times" TOO = "too" UNDERSCORE = "_" UNSURE = "unsure" WAS = "was" WHAT = "what" WHICH = "which" RESTRICTED = [ A, ALICE, AND, ATE, BECAME ,BECAUSE ,BUT ,CLOSED ,COMMA ,CONTAINED ,DOT ,DRANK ,EITHER ,ENOUGH ,EVENTUALLY ,FOUND ,HAD ,HATTA ,LETTER ,LOOKING_GLASS ,LPAR ,MAYBE ,NUMBER ,OF ,OPENED ,OR ,PERHAPS ,PIECE ,QUESTION ,ROOM ,RPAR ,S ,SAID, SENTENCE ,SO ,SPIDER ,SPOKE ,THE ,THEN ,TIMES ,TOO ,UNDERSCORE ,UNSURE ,WAS ,WHAT ,WHICH]
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 1,116
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n'''\n All the reserved, individual words used in MAlice.\n'''\n\nA = \"a\"\nALICE = \"Alice\"\nAND = \"and\"\nATE = \"ate\"\nBECAME = \"became\"\nBECAUSE = \"because\"\nBUT = \"but\"\nCLOSED = \"closed\"\nCOMMA = \",\"\nCONTAINED = \"contained\"\nDOT = \".\"\nDRANK = \"drank\"\nEITHER = \"either\"\nENOUGH = \"enough\"\nEVENTUALLY = \"eventually\"\nFOUND = \"found\"\nHAD = \"had\"\nHATTA = \"hatta\"\nLETTER = \"letter\"\nLOOKING_GLASS = \"looking-glass\"\nLPAR = \"(\"\nMAYBE = \"maybe\"\nNUMBER = \"number\"\nOF = \"of\"\nOPENED = \"opened\"\nOR = \"or\"\nPERHAPS = \"perhaps\"\nPIECE = \"piece\"\nQUESTION = \"?\"\nROOM = \"room\"\nRPAR = \")\"\nS = \"'s\"\nSAID = \"said\"\nSENTENCE = \"sentence\"\nSO = \"so\"\nSPIDER = \"spider\"\nSPOKE = \"spoke\"\nTHE = \"The\"\nTHEN = \"then\"\nTIMES = \"times\"\nTOO = \"too\"\nUNDERSCORE = \"_\"\nUNSURE = \"unsure\"\nWAS = \"was\"\nWHAT = \"what\"\nWHICH = \"which\"\nRESTRICTED = [ A, ALICE, AND, ATE, BECAME ,BECAUSE ,BUT ,CLOSED ,COMMA ,CONTAINED ,DOT ,DRANK ,EITHER ,ENOUGH ,EVENTUALLY ,FOUND ,HAD ,HATTA ,LETTER ,LOOKING_GLASS ,LPAR ,MAYBE ,NUMBER ,OF ,OPENED ,OR ,PERHAPS ,PIECE ,QUESTION ,ROOM ,RPAR ,S ,SAID, SENTENCE ,SO ,SPIDER ,SPOKE ,THE ,THEN ,TIMES ,TOO ,UNDERSCORE ,UNSURE ,WAS ,WHAT ,WHICH]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
bc87838b315ca1f64fa986f62a70ee610e20d306
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # !/usr/bin/env python3 # Author: C.K # Email: theck17@163.com # DateTime:2021-04-12 18:35:15 # Description: import os import sys class Solution: def insert(self, intervals: List[List[int]], newInterval: List[int]) -> List[List[int]]: res, i = [], 0 for interval in intervals: if interval[1] < newInterval[0]: res.append(interval) elif interval[0] > newInterval[1]: ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: res.append(newInterval) newInterval = interval elif interval[1] >= newInterval[0] or newInterval[1] >= interval[0]: newInterval = [ min(interval[0], newInterval[0]),
|
advanced
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 1
| 1
| 445
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# !/usr/bin/env python3\n# Author: C.K\n# Email: theck17@163.com\n# DateTime:2021-04-12 18:35:15\n# Description:\n\nimport os\nimport sys\n\n\nclass Solution:\n def insert(self, intervals: List[List[int]],\n newInterval: List[int]) -> List[List[int]]:\n\n res, i = [], 0\n\n for interval in intervals:\n if interval[1] < newInterval[0]:\n res.append(interval)\n elif interval[0] > newInterval[1]:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n res.append(newInterval)\n newInterval = interval\n elif interval[1] >= newInterval[0] or newInterval[1] >= interval[0]:\n newInterval = [\n min(interval[0], newInterval[0]),"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
bc88724609a6f077241f73613153365855b09321
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # This file is part of the pyMOR project (http://www.pymor.org). # Copyright 2013-2020 pyMOR developers and contributors. All rights reserved. # License: BSD 2-Clause License (http://opensource.org/licenses/BSD-2-Clause) from pymortests.base import runmodule # Complete this line if __name__ == "__main__": runmodule(filename=__file__)
|
The missing line is:
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 322
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# This file is part of the pyMOR project (http://www.pymor.org).\n# Copyright 2013-2020 pyMOR developers and contributors. All rights reserved.\n# License: BSD 2-Clause License (http://opensource.org/licenses/BSD-2-Clause)\n\nfrom pymortests.base import runmodule\n # Complete this line\n\nif __name__ == \"__main__\":\n runmodule(filename=__file__)"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
bc889aea13c53b5ac47e25b4727f37433f19b834
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from ..utils import SyncClient, __version__ from .bucket import SyncStorageBucketAPI from .file_api import SyncBucketProxy __all__ = [ "SyncStorageClient", ] class SyncStorageClient(SyncStorageBucketAPI): """Manage storage buckets and files.""" def __init__(self, url: str, headers: dict[str, str]) -> None: super().__init__( url, {"User-Agent": f"supabase-py/storage3 v{__version__}", **headers}, SyncClient(), ) def from_(self, id: str) -> SyncBucketProxy: """Run a storage file operation. Parameters ---------- id The unique identifier of the bucket """ Error: Logic Error / Incomplete Statement
|
Fixed Code: from ..utils import SyncClient, __version__ from .bucket import SyncStorageBucketAPI from .file_api import SyncBucketProxy __all__ = [ "SyncStorageClient", ] class SyncStorageClient(SyncStorageBucketAPI): """Manage storage buckets and files.""" def __init__(self, url: str, headers: dict[str, str]) -> None: super().__init__( url, {"User-Agent": f"supabase-py/storage3 v{__version__}", **headers}, SyncClient(), ) def from_(self, id: str) -> SyncBucketProxy: Explanation: Add return statement to function
|
advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 683
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom ..utils import SyncClient, __version__\nfrom .bucket import SyncStorageBucketAPI\nfrom .file_api import SyncBucketProxy\n\n__all__ = [\n \"SyncStorageClient\",\n]\n\n\nclass SyncStorageClient(SyncStorageBucketAPI):\n \"\"\"Manage storage buckets and files.\"\"\"\n\n def __init__(self, url: str, headers: dict[str, str]) -> None:\n super().__init__(\n url,\n {\"User-Agent\": f\"supabase-py/storage3 v{__version__}\", **headers},\n SyncClient(),\n )\n\n def from_(self, id: str) -> SyncBucketProxy:\n \"\"\"Run a storage file operation.\n\n Parameters\n ----------\n id\n The unique identifier of the bucket\n \"\"\"\n\n\n Error: Logic Error / Incomplete Statement"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom ..utils import SyncClient, __version__\nfrom .bucket import SyncStorageBucketAPI\nfrom .file_api import SyncBucketProxy\n\n__all__ = [\n \"SyncStorageClient\",\n]\n\n\nclass SyncStorageClient(SyncStorageBucketAPI):\n \"\"\"Manage storage buckets and files.\"\"\"\n\n def __init__(self, url: str, headers: dict[str, str]) -> None:\n super().__init__(\n url,\n {\"User-Agent\": f\"supabase-py/storage3 v{__version__}\", **headers},\n SyncClient(),\n )\n\n def from_(self, id: str) -> SyncBucketProxy:\n\n Explanation: Add return statement to function"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
bc89b98301ba0f533627b829ae7b31f9ab29c245
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # The MIT License # # Copyright 2014, 2015 Piotr Dabkowski # # 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 __all__ = ['PyJsParser', 'Node', 'WrappingNode', 'node_to_dict', 'parse', 'translate_js', 'translate', 'syntax_tree_translate', 'DEFAULT_HEADER'] __author__ = 'Piotr Dabkowski' __version__ = '2.2.0' from pyjsparser import PyJsParser, Node, WrappingNode, node_to_dict from translator import translate_js, trasnlate, syntax_tree_translate, DEFAULT_HEADER def parse(javascript_code): """Returns syntax tree of javascript_code. Syntax tree has the same structure as syntax tree produced by esprima.js Same as PyJsParser().parse For your convenience :) """ p = PyJsParser() return p.parse(javascript_code)
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 30 Unmatched closing bracket ')' at line 34 Block at line 10 has no indented body ⚠️ Warnings: Unexpected indentation at line 22 Unexpected indentation at line 35 Unexpected indentation at line 36 💡 Suggestions: Add closing quote at line 30 Line 21 too long (127 chars) - break into multiple lines
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 1
| 0
| 1,755
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# The MIT License\n#\n# Copyright 2014, 2015 Piotr Dabkowski\n#\n# Permission is hereby granted, free of charge, to any person obtaining\n# a copy of this software and associated documentation files (the 'Software'),\n# to deal in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of\n# the Software, and to permit persons to whom the Software is furnished to do so, subject\n# to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in all copies or\n# substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT\n# LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.\n# IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,\n# WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE\n# OR THE USE OR OTHER DEALINGS IN THE SOFTWARE\n\n__all__ = ['PyJsParser', 'Node', 'WrappingNode', 'node_to_dict', 'parse', 'translate_js', 'translate', 'syntax_tree_translate',\n 'DEFAULT_HEADER']\n__author__ = 'Piotr Dabkowski'\n__version__ = '2.2.0'\nfrom pyjsparser import PyJsParser, Node, WrappingNode, node_to_dict\nfrom translator import translate_js, trasnlate, syntax_tree_translate, DEFAULT_HEADER\n\n\ndef parse(javascript_code):\n \"\"\"Returns syntax tree of javascript_code.\n\n Syntax tree has the same structure as syntax tree produced by esprima.js\n\n Same as PyJsParser().parse For your convenience :) \"\"\"\n p = PyJsParser()\n return p.parse(javascript_code)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 30\n Unmatched closing bracket ')' at line 34\n Block at line 10 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 22\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 30\n Line 21 too long (127 chars) - break into multiple lines"}]
| false
| null | null | null |
bc8a0406013c9abeb99153a42725a7e4225fc35e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: UTF-8 -*- # Copyright (c) 2020, Sandflow Consulting LLC # # 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, INCL
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Block at line 7 has no indented body Fix: Close the string literal with matching quote
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 722
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: UTF-8 -*-\n\n# Copyright (c) 2020, Sandflow Consulting LLC\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, this\n# list of conditions and the following disclaimer.\n# 2. Redistributions in binary form must reproduce the above copyright notice,\n# this list of conditions and the following disclaimer in the documentation\n# and/or other materials provided with the distribution.\n#\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\" AND\n# ANY EXPRESS OR IMPLIED WARRANTIES, INCL"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Block at line 7 has no indented body\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
bc8acb8ede34bacdf376a2fc95f5b2c7c78ede61
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: # coding=utf-8 # -------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for # license information. # # Code generated by Microsoft (R) AutoRest Code Generator. # Changes may cause incorrect behavior and will be lost if the code is # regenerated. # -------------------------------------------------------------------------- from msrest.serialization import Model class CustomImagePropertiesCustom(Model): """Properties for creating a custom image from a VHD. :param image_name: The image name. :type image_name: str :param sys_prep: Indicates whether sysprep has been run on the VHD. :type sys_prep: bool :param os_type: The OS type of the custom image (i.e. Windows, Linux). Possible values include: 'Windows', 'Linux', 'None' :type os_type: str and ~azure.mgmt.devtestlabs.models.CustomImageOsType """ _validation = { 'os_type': {'required': True}, } _attribute_map = { 'image_name': {'key': 'imageName', 'type': 'str'}, 'sys_prep': {'key': 'sysPrep', 'type': 'bool'}, 'os_type': {'key': 'osType', 'type': 'str'}, } def __init__(self, os_type, image_name=None, sys_prep=None): super(CustomImagePropertiesCustom, self).__init__() self.image_name = image_name self.sys_prep = sys_prep self.os_type = os_type
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 24 Buggy code: :type os_type: str and ~azure.mgmt.devtestlabs.models.CustomImageOsType Should be: :type os_type: str or ~azure.mgmt.devtestlabs.models.CustomImageOsType Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
testing
|
logical_errors
|
Pythoncode:Python
| 1
| 1
| 1,485
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n# coding=utf-8\n# --------------------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License. See License.txt in the project root for\n# license information.\n#\n# Code generated by Microsoft (R) AutoRest Code Generator.\n# Changes may cause incorrect behavior and will be lost if the code is\n# regenerated.\n# --------------------------------------------------------------------------\n\nfrom msrest.serialization import Model\n\n\nclass CustomImagePropertiesCustom(Model):\n \"\"\"Properties for creating a custom image from a VHD.\n\n :param image_name: The image name.\n :type image_name: str\n :param sys_prep: Indicates whether sysprep has been run on the VHD.\n :type sys_prep: bool\n :param os_type: The OS type of the custom image (i.e. Windows, Linux).\n Possible values include: 'Windows', 'Linux', 'None'\n :type os_type: str and ~azure.mgmt.devtestlabs.models.CustomImageOsType\n \"\"\"\n\n _validation = {\n 'os_type': {'required': True},\n }\n\n _attribute_map = {\n 'image_name': {'key': 'imageName', 'type': 'str'},\n 'sys_prep': {'key': 'sysPrep', 'type': 'bool'},\n 'os_type': {'key': 'osType', 'type': 'str'},\n }\n\n def __init__(self, os_type, image_name=None, sys_prep=None):\n super(CustomImagePropertiesCustom, self).__init__()\n self.image_name = image_name\n self.sys_prep = sys_prep\n self.os_type = os_type"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong logical operator\n Severity: CRITICAL\n\n Location: Line 24\n\n Buggy code:\n :type os_type: str and ~azure.mgmt.devtestlabs.models.CustomImageOsType\n\n Should be:\n :type os_type: str or ~azure.mgmt.devtestlabs.models.CustomImageOsType\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
bc8adf2af330cf7308b0b0e25463ed5a44b45099
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import torch def expanded_pairwise_distances(x, y): ''' Input: x is a bxNxd matrix y is an optional bxMxd matirx Output: dist is a bxNxM matrix where dist[i,j] is the square norm between x[i,:] and y[j,:] if y is not given then use 'y=x'. i.e. dist[i,j] = ||x[i,:]-y[j,:]||^2 ''' differences = x.unsqueeze(2) - y.unsqueeze(
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 4 • Unclosed '(' at line 11 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 4 • Add closing ')' bracket
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 3
| 1
| 371
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport torch\n\ndef expanded_pairwise_distances(x, y):\n '''\n Input: x is a bxNxd matrix\n y is an optional bxMxd matirx\n Output: dist is a bxNxM matrix where dist[i,j] is the square norm between x[i,:] and y[j,:]\n if y is not given then use 'y=x'.\n i.e. dist[i,j] = ||x[i,:]-y[j,:]||^2\n '''\n differences = x.unsqueeze(2) - y.unsqueeze("}, {"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 4\n \u2022 Unclosed '(' at line 11 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 4\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
bc8c55932d28aa8c9253fefe76b11ab1d6dbc13a
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from __future__ import absolute_import from __future__ import print_function from __future__ import division from __future__ import unicode_literals from django.http import HttpResponse, HttpResponseRedirect, JsonResponse, QueryDict #, HttpResponseForbidden, Http404, , JsonResponse from django.shortcuts import get_object_or_404, render, redirect from django.urls import reverse from django.contrib.admin.views.decorators import staff_member_required, user_passes_test from rules.contrib.views import permission_required, objectgetter from isisdata.models import * from isisdata.utils import strip_punctuation, normalize from isisdata import operations from isisdata.filters import * from isisdata import tasks as data_tasks from curation import p3_port_utils from curation.forms import * from curation.contrib.views import check_rules def create_acrelation_for_authority(request, authority_id): authority = get_object_or_404(Authority, pk=authority_id) search_key = request.GET.get('search', request.POST.get('search')) current_index = request.GET.get('current', request.POST.get('current')) context = { 'curation_section': 'datasets', 'curation_subsection': 'authorities', 'instance': authority, 'search_key': search_key, 'current_index': current_index } if request.method == 'GET': initial = { 'authority': authority.id, 'name_for_display_in_citation': authority.name } type_controlled = request.GET.get('type_controlled', None) if type_controlled: initial.update({'type_controlled': type_controlled.upper()}) form = ACRelationForm(prefix='acrelation', initial=initial) elif request.method == 'POST': form = ACRelationForm(request.POST, prefix='acrelation') if form.is_valid(): form.save() target = reverse('curation:curate_authority', args=(authority.id,)) + '?tab=acrelations' if search_key and current_index: target += '&search=%s¤t=%s' % (search_key, current_index) return HttpResponseRedirect(target) context.update({ 'form': form, }) template = 'curation/authority_acrelation_changeview.html' return render(request, template, context) @user_passes_test(lambda u: u.is_superuser or u.is_staff) @check_rules('can_access_view_edit', fn=objectgetter(Authority, 'authority_id')) ... [4 more functiondefs truncated] ...
|
Functions: create_acrelation_for_authority This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 2,497
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom __future__ import absolute_import\nfrom __future__ import print_function\nfrom __future__ import division\nfrom __future__ import unicode_literals\n\nfrom django.http import HttpResponse, HttpResponseRedirect, JsonResponse, QueryDict #, HttpResponseForbidden, Http404, , JsonResponse\nfrom django.shortcuts import get_object_or_404, render, redirect\nfrom django.urls import reverse\nfrom django.contrib.admin.views.decorators import staff_member_required, user_passes_test\n\nfrom rules.contrib.views import permission_required, objectgetter\n\nfrom isisdata.models import *\nfrom isisdata.utils import strip_punctuation, normalize\nfrom isisdata import operations\nfrom isisdata.filters import *\nfrom isisdata import tasks as data_tasks\nfrom curation import p3_port_utils\nfrom curation.forms import *\n\nfrom curation.contrib.views import check_rules\n\n\ndef create_acrelation_for_authority(request, authority_id):\n authority = get_object_or_404(Authority, pk=authority_id)\n search_key = request.GET.get('search', request.POST.get('search'))\n current_index = request.GET.get('current', request.POST.get('current'))\n\n context = {\n 'curation_section': 'datasets',\n 'curation_subsection': 'authorities',\n 'instance': authority,\n 'search_key': search_key,\n 'current_index': current_index\n\n }\n if request.method == 'GET':\n initial = {\n 'authority': authority.id,\n 'name_for_display_in_citation': authority.name\n }\n type_controlled = request.GET.get('type_controlled', None)\n if type_controlled:\n initial.update({'type_controlled': type_controlled.upper()})\n form = ACRelationForm(prefix='acrelation', initial=initial)\n\n elif request.method == 'POST':\n form = ACRelationForm(request.POST, prefix='acrelation')\n if form.is_valid():\n form.save()\n\n target = reverse('curation:curate_authority', args=(authority.id,)) + '?tab=acrelations'\n if search_key and current_index:\n target += '&search=%s¤t=%s' % (search_key, current_index)\n return HttpResponseRedirect(target)\n\n context.update({\n 'form': form,\n })\n template = 'curation/authority_acrelation_changeview.html'\n return render(request, template, context)\n\n@user_passes_test(lambda u: u.is_superuser or u.is_staff)\n@check_rules('can_access_view_edit', fn=objectgetter(Authority, 'authority_id'))\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: create_acrelation_for_authority\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
bc8c6ccfc24c9f2c6b892349f506c390ec4d676f
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python3 # coding: utf8 # /*########################################################################## # # Copyright (c) 2015-2021 European Synchrotron Radiation Facility # # 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. # # ###########################################################################*/ def get_project_name(root_dir): """Retrieve project name by running python setup.py --name in root_dir. :param str root_dir: Directory where to run the command. :return: The name of the project stored in root_dir """ logger.debug("Getting project name in %s",
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 27 • Unclosed '(' at line 32 - expected ')' • Block at line 12 has no indented body Fixes: • Add closing quote at line 27 • Add closing ')' bracket • Review code syntax
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 1,605
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# coding: utf8\n# /*##########################################################################\n#\n# Copyright (c) 2015-2021 European Synchrotron Radiation Facility\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#\n# ###########################################################################*/\ndef get_project_name(root_dir):\n \"\"\"Retrieve project name by running python setup.py --name in root_dir.\n\n :param str root_dir: Directory where to run the command.\n :return: The name of the project stored in root_dir\n \"\"\"\n logger.debug(\"Getting project name in %s\","}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 27\n \u2022 Unclosed '(' at line 32 - expected ')'\n \u2022 Block at line 12 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 27\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
bc8efe8d75934b61443e05664bf142fdc9790c04
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright 2008-2015 Nokia Solutions and Networks # # 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 re import sys import traceback from robot.errors import RobotError from .platform import JYTHON, RERAISED_EXCEPTIONS from .unic import unic def get_error_message(): """Returns error message of the last occurred exception. This method handles also exceptions containing unicode messages. Thus it MUST be used to get messages from all exceptions originating outside the framework. """ return ErrorDetails().message def get_error_details(exclude_robot_traces=EXCLUDE_ROBOT_TRACES): """Returns error message and details of the last occurred exception.""" details = ErrorDetails(exclude_robot_traces=exclude_robot_traces) return details.message, details.traceback def ErrorDetails(exc_info=None, exclude_robot_traces=EXCLUDE_ROBOT_TRACES): """This factory returns an object that wraps the last occurred exception It has attributes `message`, `traceback` and `error`, where `message` contains type and message of the original error, `traceback` contains the traceback/stack trace and `error` contains the original error instance. """ exc_type, exc_value, exc_traceback = exc_info or sys.exc_info() if exc_type in RERAISED_EXCEPTIONS: raise exc_value details = PythonErrorDetails \ if not isinstance(exc_value, Throwable) else JavaErrorDetails return details(exc_type, exc_value, exc_traceback, exclude_robot_traces) class _ErrorDetails(object): _generic_exception_names = ('AssertionError', 'AssertionFailedError', 'Exception', 'Error', 'RuntimeError', 'RuntimeException') def __init__(self, exc_type, exc_value, exc_traceback, exclude_robot_traces=True): self.error = exc_value self._exc_type = exc_type self._exc_traceback = exc_traceback self._exclude_robot_traces = exclude_robot_traces self._message = None self._traceback = None @property def message(self): if self._message is None: self._message = self._get_message() return self._message def _get_message(self): raise NotImplementedError @property ... [19 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 27 IndentationError at line 82 ⚠️ Warnings: Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 💡 Suggestions: Complete the expression on the last line Add closing quote at line 27 Fix indentation to match Python syntax rules
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 6
| 1
| 2,871
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright 2008-2015 Nokia Solutions and Networks\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 re\nimport sys\nimport traceback\n\nfrom robot.errors import RobotError\n\nfrom .platform import JYTHON, RERAISED_EXCEPTIONS\nfrom .unic import unic\n\n\ndef get_error_message():\n \"\"\"Returns error message of the last occurred exception.\n\n This method handles also exceptions containing unicode messages. Thus it\n MUST be used to get messages from all exceptions originating outside the\n framework.\n \"\"\"\n return ErrorDetails().message\n\n\ndef get_error_details(exclude_robot_traces=EXCLUDE_ROBOT_TRACES):\n \"\"\"Returns error message and details of the last occurred exception.\"\"\"\n details = ErrorDetails(exclude_robot_traces=exclude_robot_traces)\n return details.message, details.traceback\n\n\ndef ErrorDetails(exc_info=None, exclude_robot_traces=EXCLUDE_ROBOT_TRACES):\n \"\"\"This factory returns an object that wraps the last occurred exception\n\n It has attributes `message`, `traceback` and `error`, where `message`\n contains type and message of the original error, `traceback` contains the\n traceback/stack trace and `error` contains the original error instance.\n \"\"\"\n exc_type, exc_value, exc_traceback = exc_info or sys.exc_info()\n if exc_type in RERAISED_EXCEPTIONS:\n raise exc_value\n details = PythonErrorDetails \\\n if not isinstance(exc_value, Throwable) else JavaErrorDetails\n return details(exc_type, exc_value, exc_traceback, exclude_robot_traces)\n\n\nclass _ErrorDetails(object):\n _generic_exception_names = ('AssertionError', 'AssertionFailedError',\n 'Exception', 'Error', 'RuntimeError',\n 'RuntimeException')\n\n def __init__(self, exc_type, exc_value, exc_traceback,\n exclude_robot_traces=True):\n self.error = exc_value\n self._exc_type = exc_type\n self._exc_traceback = exc_traceback\n self._exclude_robot_traces = exclude_robot_traces\n self._message = None\n self._traceback = None\n\n @property\n def message(self):\n if self._message is None:\n self._message = self._get_message()\n return self._message\n\n def _get_message(self):\n raise NotImplementedError\n\n @property\n\n ... [19 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 27\n IndentationError at line 82\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 27\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
bc8faa6c50d7d1921cb25f63e39e57127594a8e6
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from dedupe.api import StaticDedupe, Dedupe from dedupe.api import StaticRecordLink, RecordLink from de
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Invalid syntax at line 3: from de Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 103
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom dedupe.api import StaticDedupe, Dedupe\nfrom dedupe.api import StaticRecordLink, RecordLink\nfrom de"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Invalid syntax at line 3: from de\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc90147c820b8957a1562bdb12623216308ec658
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import unittest from unittest import TestCase from misc import verify class TestVerify(TestCase): """Tests misc.py verifies function.""" def test_verify__with_zero_threshold_and_expected_succeeds(self): """Test passes when expected rate, actual rate and threshold are all zero.""" result = verify(metric="Query failure rate", actual=0.0, expected=0.0, threshold=0.0) self.assertEqual(result, 0) def test_verify__fails_when_positive_delta_is_larger_than_postive_threshold(self): """Test fails when positive delta between actual rate and expected rate exceeds positive threshold.""" result = verify(metric="Update latency", actual=200, expected=100, threshold=0.1) self.assertEqual(result, 1) def test_verify__fails_when_negative_delta_is_smaller_than_negative_threshold(self): """Test fails when negative delta between actual rate and expected rate exceeds negative threshold.""" result = verify(metric="Update latency", actual=50, expected=100, threshold=-0.01) self.assertEqual(result, 1) def test_verify__fails_when_negative_delta_and_positive_threshold(self): """Test fails when delta between actual rate and expected rate exceeds threshold.""" result = verify(metric="Update latency", actual=50, expected=100, threshold=0.01) self.assertEqual(result, 0) if __name__ == "__main__": unittest.main() Error: IndentationError / Expected indented block
|
Fixed Code: import unittest from unittest import TestCase from misc import verify class TestVerify(TestCase): """Tests misc.py verifies function.""" def test_verify__with_zero_threshold_and_expected_succeeds(self): """Test passes when expected rate, actual rate and threshold are all zero.""" result = verify(metric="Query failure rate", actual=0.0, expected=0.0, threshold=0.0) self.assertEqual(result, 0) def test_verify__fails_when_positive_delta_is_larger_than_postive_threshold(self): """Test fails when positive delta between actual rate and expected rate exceeds positive threshold.""" result = verify(metric="Update latency", actual=200, expected=100, threshold=0.1) self.assertEqual(result, 1) def test_verify__fails_when_negative_delta_is_smaller_than_negative_threshold(self): Explanation: Add body to If block or use 'pass' statement
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 4
| 1
| 1,429
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport unittest\nfrom unittest import TestCase\n\nfrom misc import verify\n\n\nclass TestVerify(TestCase):\n \"\"\"Tests misc.py verifies function.\"\"\"\n\n def test_verify__with_zero_threshold_and_expected_succeeds(self):\n \"\"\"Test passes when expected rate, actual rate and threshold are all zero.\"\"\"\n result = verify(metric=\"Query failure rate\", actual=0.0, expected=0.0, threshold=0.0)\n self.assertEqual(result, 0)\n\n def test_verify__fails_when_positive_delta_is_larger_than_postive_threshold(self):\n \"\"\"Test fails when positive delta between actual rate and expected rate exceeds positive threshold.\"\"\"\n result = verify(metric=\"Update latency\", actual=200, expected=100, threshold=0.1)\n self.assertEqual(result, 1)\n\n def test_verify__fails_when_negative_delta_is_smaller_than_negative_threshold(self):\n \"\"\"Test fails when negative delta between actual rate and expected rate exceeds negative threshold.\"\"\"\n result = verify(metric=\"Update latency\", actual=50, expected=100, threshold=-0.01)\n self.assertEqual(result, 1)\n\n def test_verify__fails_when_negative_delta_and_positive_threshold(self):\n \"\"\"Test fails when delta between actual rate and expected rate exceeds threshold.\"\"\"\n result = verify(metric=\"Update latency\", actual=50, expected=100, threshold=0.01)\n self.assertEqual(result, 0)\n\n\nif __name__ == \"__main__\":\n unittest.main()\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport unittest\nfrom unittest import TestCase\n\nfrom misc import verify\n\n\nclass TestVerify(TestCase):\n \"\"\"Tests misc.py verifies function.\"\"\"\n\n def test_verify__with_zero_threshold_and_expected_succeeds(self):\n \"\"\"Test passes when expected rate, actual rate and threshold are all zero.\"\"\"\n result = verify(metric=\"Query failure rate\", actual=0.0, expected=0.0, threshold=0.0)\n self.assertEqual(result, 0)\n\n def test_verify__fails_when_positive_delta_is_larger_than_postive_threshold(self):\n \"\"\"Test fails when positive delta between actual rate and expected rate exceeds positive threshold.\"\"\"\n result = verify(metric=\"Update latency\", actual=200, expected=100, threshold=0.1)\n self.assertEqual(result, 1)\n\n def test_verify__fails_when_negative_delta_is_smaller_than_negative_threshold(self):\n\n Explanation: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
bc926bb3d7c2f20a37f4cae0b86f7455ebdb913c
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- # Copyright 1999-2020 Alibaba Group Holding Ltd. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import numpy as np from ... import opcodes as OperandDef
|
from ..datasource import tensor as astensor from .core import TensorComplexFFTMixin, validate_fft, TensorStandardFFT class TensorIFFT(TensorStandardFFT, TensorComplexFFTMixin): _op_type_ = OperandDef.IFFT def __init__(self, n=None, axis=-1, norm=None, dtype=None, **kw): super().__init__(_n=n, _axis=axis, _norm=norm, _dtype=dtype, **kw) ... [1 more functiondefs truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 1
| 1,107
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n# Copyright 1999-2020 Alibaba Group Holding Ltd.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimport numpy as np\n\nfrom ... import opcodes as OperandDef"}, {"role": "assistant", "content": "\nfrom ..datasource import tensor as astensor\nfrom .core import TensorComplexFFTMixin, validate_fft, TensorStandardFFT\n\n\nclass TensorIFFT(TensorStandardFFT, TensorComplexFFTMixin):\n _op_type_ = OperandDef.IFFT\n\n def __init__(self, n=None, axis=-1, norm=None, dtype=None, **kw):\n super().__init__(_n=n, _axis=axis, _norm=norm, _dtype=dtype, **kw)\n\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
bc92877f15ab8c1e45e6b3f0628b4c9b556c0100
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import numpy as np import math extraNumber = 4 * math.pi * pow(10,-7) def avgEMF(): turns = input("Input how many turns: ") radius = input("Input the radius (cm):") resistance = input("Input resistance (Ω): ") magField0 = input("Input the first magnetic Field value (T): ") magField1 = input("Input the second magnetic Field value (T): ") time = input("Input the time (s): ") turns = float(turns) radius = float(radius) resistance = float(resistance) magField0 = float(magField0) magField1 = float(magField1) time = float(time) radius = radius/100 area = pow(radius,2)*math.pi averageEMF = turns * area * ((magField1-magField0)/time) print(averageEMF) avgEMF()
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 3 Unexpected indentation at line 5 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Potential division by zero - add validation Potential division by zero - add validation ✨ Improvements: Add docstring to function 'avgEMF' Remove debug print() at line 23 before production
|
intermediate
|
general
|
code_review
|
Pythoncode:Python
| 1
| 0
| 754
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport numpy as np\r\nimport math\r\n\r\nextraNumber = 4 * math.pi * pow(10,-7)\r\n\r\ndef avgEMF():\r\n turns = input(\"Input how many turns: \")\r\n radius = input(\"Input the radius (cm):\")\r\n resistance = input(\"Input resistance (\u03a9): \")\r\n magField0 = input(\"Input the first magnetic Field value (T): \")\r\n magField1 = input(\"Input the second magnetic Field value (T): \")\r\n time = input(\"Input the time (s): \")\r\n turns = float(turns)\r\n radius = float(radius)\r\n resistance = float(resistance)\r\n magField0 = float(magField0)\r\n magField1 = float(magField1)\r\n time = float(time)\r\n radius = radius/100\r\n\r\n area = pow(radius,2)*math.pi\r\n averageEMF = turns * area * ((magField1-magField0)/time)\r\n print(averageEMF)\r\n\r\navgEMF()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 3\n Unexpected indentation at line 5\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Potential division by zero - add validation\n Potential division by zero - add validation\n\n\u2728 Improvements:\n Add docstring to function 'avgEMF'\n Remove debug print() at line 23 before production"}]
| false
| null | null | null |
bc936c9856eecc335b0cca94f1df34512def1882
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- """ Computes the spectrogram of a test signal using cupy and cuFFT. Author: Jan Schlüter """ import sys import os import timeit import numpy as np import cupy as cp INPUT_ON_GPU = True OUTPUT_ON_GPU = True from testfile import make_test_signal def spectrogram(signal, sample_rate=22050, frame_len=1024, fps=70): """ Computes a magnitude spectrogram at a given sample rate (in Hz), frame length (in samples) and frame rate (in Hz), on CUDA using cupy. """ if not INPUT_ON_GPU: signal = cp.array(signal.astype(np.float32)) # already blown up to a list of frames win = cp.hanning(frame_len).astype(cp.float32) # apply window function #signal *= win # this doesn't work correctly for some reason. signal = signal * win # perform FFT spect = cp.fft.rfft(signal) # convert into magnitude spectrogram spect = cp.abs(spect) # return if OUTPUT_ON_GPU: cp.cuda.get_current_stream().synchronize() else: return spect.get() def main(): # load input global x, spectrogram x = make_test_signal() # we do the following here because cupy cannot do stride tricks # the actual copying work is included in the benchmark unless INPUT_ON_GPU hop_size = 22050 // 70 frame_len = 1024 frames = len(x) - frame_len + 1 x = np.lib.stride_tricks.as_strided( x, (frames, frame_len), (x.strides[0], x.strides[0]))[::hop_size] if INPUT_ON_GPU: x = cp.array(x.astype(np.float32)) # benchmark times = timeit.repeat( setup='from __main__ import x, spectrogram', stmt='spectrogram(x)', repeat=5, number=32) print("Took %.3fs." % (min(times) / 32)) # save result #assert not OUTPUT_ON_GPU #np.save(sys.argv[0][:-2] + 'npy', spectrogram(x)) if __name__=="__main__": main()
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Functions: spectrogram, main This code demonstrates Pythoncode:Python programming.
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intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 1,908
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\n\"\"\"\nComputes the spectrogram of a test signal using cupy and cuFFT.\n\nAuthor: Jan Schl\u00fcter\n\"\"\"\n\nimport sys\nimport os\nimport timeit\n\nimport numpy as np\nimport cupy as cp\n\nINPUT_ON_GPU = True\nOUTPUT_ON_GPU = True\n\nfrom testfile import make_test_signal\n\n\ndef spectrogram(signal, sample_rate=22050, frame_len=1024, fps=70):\n \"\"\"\n Computes a magnitude spectrogram at a given sample rate (in Hz), frame\n length (in samples) and frame rate (in Hz), on CUDA using cupy.\n \"\"\"\n if not INPUT_ON_GPU:\n signal = cp.array(signal.astype(np.float32)) # already blown up to a list of frames\n win = cp.hanning(frame_len).astype(cp.float32)\n # apply window function\n #signal *= win # this doesn't work correctly for some reason.\n signal = signal * win\n # perform FFT\n spect = cp.fft.rfft(signal)\n # convert into magnitude spectrogram\n spect = cp.abs(spect)\n # return\n if OUTPUT_ON_GPU:\n cp.cuda.get_current_stream().synchronize()\n else:\n return spect.get()\n\n\ndef main():\n # load input\n global x, spectrogram\n x = make_test_signal()\n # we do the following here because cupy cannot do stride tricks\n # the actual copying work is included in the benchmark unless INPUT_ON_GPU\n hop_size = 22050 // 70\n frame_len = 1024\n frames = len(x) - frame_len + 1\n x = np.lib.stride_tricks.as_strided(\n x, (frames, frame_len), (x.strides[0], x.strides[0]))[::hop_size]\n if INPUT_ON_GPU:\n x = cp.array(x.astype(np.float32))\n\n # benchmark\n times = timeit.repeat(\n setup='from __main__ import x, spectrogram',\n stmt='spectrogram(x)',\n repeat=5, number=32)\n print(\"Took %.3fs.\" % (min(times) / 32))\n\n # save result\n #assert not OUTPUT_ON_GPU\n #np.save(sys.argv[0][:-2] + 'npy', spectrogram(x))\n\n\nif __name__==\"__main__\":\n main()"}, {"role": "assistant", "content": " Functions: spectrogram, main\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
bc93ed322f15833ada38ade26d0df82b04900ca0
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: test = { 'name': 'q2b3', 'points': 5, 'suites': [ { 'cases': [ { 'code': '>>> ' 'histories_2b[2].model.count_params()\n' '119260', 'hidden': False, 'locked': False}, { 'code': '>>> ' 'histories_2b[2].model.layers[1].activation.__name__\n' "'sigmoid'", 'hidden': False, 'locked': False}, { 'code': '>>> ' 'histories_2b[2].model.layers[1].units\n' '150', 'hidden': False, 'locked': False},
|
{ 'code': '>>> ' "histories_2b[2].history['loss'][4] " '<= ' "histories_2b[1].history['loss'][4]\n" 'True', 'hidden': False, 'locked': False}], 'scored': True, 'setup': '', 'teardown': '', 'type': 'doctest'}]}
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 1,597
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\ntest = { 'name': 'q2b3',\n 'points': 5,\n 'suites': [ { 'cases': [ { 'code': '>>> '\n 'histories_2b[2].model.count_params()\\n'\n '119260',\n 'hidden': False,\n 'locked': False},\n { 'code': '>>> '\n 'histories_2b[2].model.layers[1].activation.__name__\\n'\n \"'sigmoid'\",\n 'hidden': False,\n 'locked': False},\n { 'code': '>>> '\n 'histories_2b[2].model.layers[1].units\\n'\n '150',\n 'hidden': False,\n 'locked': False},"}, {"role": "assistant", "content": "\n { 'code': '>>> '\n \"histories_2b[2].history['loss'][4] \"\n '<= '\n \"histories_2b[1].history['loss'][4]\\n\"\n 'True',\n 'hidden': False,\n 'locked': False}],\n 'scored': True,\n 'setup': '',\n 'teardown': '',\n 'type': 'doctest'}]}"}]
| false
| null | null | null |
bc945bd064cef2e58f31004f5a02ca29c75f9558
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from django.apps import AppConfig from django.contrib.admin.apps import AdminConfig from django.contrib.auth.apps import AuthConfig from django.contrib.contenttypes.apps import ContentTypesConfig from django.contrib.sessions.apps import SessionsConfig from django.db.models.signals import post_migrate from django_celery_results.apps import CeleryResultConfig from geotrek.common.utils.signals import check_srid_has_meter_unit, pm_callback class GeotrekConfig(AppConfig): """ Base class to handle table move on right schemas, and load SQL files !! WARNING !! need to create subclass in geotrek.myapp.apps for project apps, and create subclasses here for external subclasses """ def ready(self): post_migrate.connect(pm_callback, sender=self, dispatch_uid='geotrek.core.pm_callback') check_srid_has_meter_unit() class AuthGeotrekConfig(AuthConfig, GeotrekConfig): """ bind for django.contrib.auth """ pass class ContenttypeGeotrekConfig(ContentTypesConfig, GeotrekConfig): """
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bind for django.contrib.contenttype """ pass class SessionsGeotrekConfig(SessionsConfig, GeotrekConfig): pass class AdminGeotrekConfig(AdminConfig, GeotrekConfig): pass class CeleryGeotrekConfig(GeotrekConfig, CeleryResultConfig): pass class EasyThumbnailsGeotrekConfig(GeotrekConfig): name = 'easy_thumbnails' verbose_name = 'Easy thumbnails'
|
advanced
|
database
|
code_completion
|
Pythoncode:Python
| 1
| 7
| 1,427
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom django.apps import AppConfig\nfrom django.contrib.admin.apps import AdminConfig\nfrom django.contrib.auth.apps import AuthConfig\nfrom django.contrib.contenttypes.apps import ContentTypesConfig\nfrom django.contrib.sessions.apps import SessionsConfig\nfrom django.db.models.signals import post_migrate\nfrom django_celery_results.apps import CeleryResultConfig\n\nfrom geotrek.common.utils.signals import check_srid_has_meter_unit, pm_callback\n\n\nclass GeotrekConfig(AppConfig):\n \"\"\"\n Base class to handle table move on right schemas, and load SQL files\n !! WARNING !! need to create subclass in geotrek.myapp.apps for project apps,\n and create subclasses here for external subclasses\n \"\"\"\n def ready(self):\n post_migrate.connect(pm_callback, sender=self, dispatch_uid='geotrek.core.pm_callback')\n check_srid_has_meter_unit()\n\n\nclass AuthGeotrekConfig(AuthConfig, GeotrekConfig):\n \"\"\"\n bind for django.contrib.auth\n \"\"\"\n pass\n\n\nclass ContenttypeGeotrekConfig(ContentTypesConfig, GeotrekConfig):\n \"\"\""}, {"role": "assistant", "content": "\n bind for django.contrib.contenttype\n \"\"\"\n pass\n\n\nclass SessionsGeotrekConfig(SessionsConfig, GeotrekConfig):\n pass\n\n\nclass AdminGeotrekConfig(AdminConfig, GeotrekConfig):\n pass\n\n\nclass CeleryGeotrekConfig(GeotrekConfig, CeleryResultConfig):\n pass\n\n\nclass EasyThumbnailsGeotrekConfig(GeotrekConfig):\n name = 'easy_thumbnails'\n verbose_name = 'Easy thumbnails'"}]
| false
| null | null | null |
bc96f541ad15eaf540c8e8c9a48800ebc1c0301c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: def extend_simrd_config(dest_dir, sim_conf_filename, model_name, specific_params, log_name): if not check_file_exists(dest_dir, sim_conf_filename): prepare_out_file(dest_dir, sim_conf_filename) write_json(dest_dir, sim_conf_filename, dict()) conf = read_json(dest_dir, sim_conf_filename) if model_name not in conf: conf[model_name] = [] conf[model_name].append({ 'name': model_util.get_model_family(model_name), 'batch_size': str(specific_params['batch_size']), 'layers': specific_params.get('layers', model_util.get_model_layers(model_name)), 'type': model_util.get_model_type(model_name), 'log': log_name, 'has_start': True }) write_json(dest_dir, sim_conf_filename, conf) def save_trial_log(dest_dir, sim_conf_filename, model_name, specific_params, is_baseline=False): """ Find the last DTR log produced in the trial (if any exist) and move it to the directory """ all_logs = glob.glob(os.path.join(os.getcwd(), '*.log')) if not all_logs: return # if we delete all logs in advance, there should be at most one log assert len(all_logs) == 1 most_recent ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # rename and move # (new name just appends info to the old one) batch_size = specific_params['batch_size'] budget = specific_params['memory_budget']
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 3
| 0
| 1,223
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\ndef extend_simrd_config(dest_dir, sim_conf_filename, model_name, specific_params, log_name):\n if not check_file_exists(dest_dir, sim_conf_filename):\n prepare_out_file(dest_dir, sim_conf_filename)\n write_json(dest_dir, sim_conf_filename, dict())\n\n conf = read_json(dest_dir, sim_conf_filename)\n if model_name not in conf:\n conf[model_name] = []\n conf[model_name].append({\n 'name': model_util.get_model_family(model_name),\n 'batch_size': str(specific_params['batch_size']),\n 'layers': specific_params.get('layers', model_util.get_model_layers(model_name)),\n 'type': model_util.get_model_type(model_name),\n 'log': log_name,\n 'has_start': True\n })\n write_json(dest_dir, sim_conf_filename, conf)\n\n\ndef save_trial_log(dest_dir, sim_conf_filename, model_name, specific_params, is_baseline=False):\n \"\"\"\n Find the last DTR log produced in the trial (if any exist)\n and move it to the directory\n \"\"\"\n all_logs = glob.glob(os.path.join(os.getcwd(), '*.log'))\n if not all_logs:\n return\n\n # if we delete all logs in advance, there should be at most one log\n assert len(all_logs) == 1\n most_recent \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 # rename and move\n # (new name just appends info to the old one)\n batch_size = specific_params['batch_size']\n budget = specific_params['memory_budget']"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc96fd29e9d6cb6eb71dd73f5f39dcfd2bcd44f8
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import sys, os from subprocess import call try: from downloadPdb import downloadPDB except ImportError: from .downloadPdb import downloadPDB pdbListFile="/home/rsanchez/Tesis/rriPredMethod/data/joanDimers/117_dimers_list.tsv" outPath="/home/rsanchez/Tesis/rriPredMethod/data/joanDimers/pdbFiles/rawPDBs" USE_BIO_UNIT=False ##def downloadPDB(pdbId, pdbOutPath, useBioUnit): #### descargar pdb: wget ftp://ftp.wwpdb.org/pub/pdb/data/biounit/coordinates/all/1i1q.pdb2.gz o ya descomprimido #### wget -qO- ftp://ftp.wwpdb.org/pub/pdb/data/biounit/coordinates/all/1i1q.pdb2.gz |zcat > 1i1q.pdb ## outName= os.path.join(pdbOutPath,pdbId+'.pdb') ## if not os.path.isfile(outName): ## if useBioUnit: ## cmd= 'wget -qO- ftp://ftp.wwpdb.org/pub/pdb/data/biounit/coordinates/all/%s.pdb1.gz |zcat > %s'%(pdbId.lower(), outName) ## else: ## cmd= 'wget -qO- http://www.pdb.org/pdb/files/%s.pdb | cat > %s'%(pdbId.upper(), outName) ## print(cmd) ## call(cmd, shell= True) def downloadInFile(fname, outPath, useBioUnit): with open(fname) as f: for line in f: Error: IndentationError / Incomplete Function
|
Fixed Code: import sys, os from subprocess import call try: from downloadPdb import downloadPDB except ImportError: from .downloadPdb import downloadPDB pdbListFile="/home/rsanchez/Tesis/rriPredMethod/data/joanDimers/117_dimers_list.tsv" outPath="/home/rsanchez/Tesis/rriPredMethod/data/joanDimers/pdbFiles/rawPDBs" USE_BIO_UNIT=False ##def downloadPDB(pdbId, pdbOutPath, useBioUnit): #### descargar pdb: wget ftp://ftp.wwpdb.org/pub/pdb/data/biounit/coordinates/all/1i1q.pdb2.gz o ya descomprimido #### wget -qO- ftp://ftp.wwpdb.org/pub/pdb/data/biounit/coordinates/all/1i1q.pdb2.gz |zcat > 1i1q.pdb ## outName= os.path.join(pdbOutPath,pdbId+'.pdb') ## if not os.path.isfile(outName): ## if useBioUnit: ## cmd= 'wget -qO- ftp://ftp.wwpdb.org/pub/pdb/data/biounit/coordinates/all/%s.pdb1.gz |zcat > %s'%(pdbId.lower(), outName) Explanation: Complete the function 'downloadInFile' body and add missing return
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 1,091
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport sys, os\nfrom subprocess import call\n\ntry:\n from downloadPdb import downloadPDB\nexcept ImportError:\n from .downloadPdb import downloadPDB\n \npdbListFile=\"/home/rsanchez/Tesis/rriPredMethod/data/joanDimers/117_dimers_list.tsv\"\noutPath=\"/home/rsanchez/Tesis/rriPredMethod/data/joanDimers/pdbFiles/rawPDBs\"\nUSE_BIO_UNIT=False\n\n##def downloadPDB(pdbId, pdbOutPath, useBioUnit):\n#### descargar pdb: wget ftp://ftp.wwpdb.org/pub/pdb/data/biounit/coordinates/all/1i1q.pdb2.gz o ya descomprimido\n#### wget -qO- ftp://ftp.wwpdb.org/pub/pdb/data/biounit/coordinates/all/1i1q.pdb2.gz |zcat > 1i1q.pdb\n\n## outName= os.path.join(pdbOutPath,pdbId+'.pdb')\n## if not os.path.isfile(outName):\n## if useBioUnit:\n## cmd= 'wget -qO- ftp://ftp.wwpdb.org/pub/pdb/data/biounit/coordinates/all/%s.pdb1.gz |zcat > %s'%(pdbId.lower(), outName)\n## else:\n## cmd= 'wget -qO- http://www.pdb.org/pdb/files/%s.pdb | cat > %s'%(pdbId.upper(), outName)\n## print(cmd)\n## call(cmd, shell= True)\n \ndef downloadInFile(fname, outPath, useBioUnit):\n with open(fname) as f:\n for line in f:\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport sys, os\nfrom subprocess import call\n\ntry:\n from downloadPdb import downloadPDB\nexcept ImportError:\n from .downloadPdb import downloadPDB\n \npdbListFile=\"/home/rsanchez/Tesis/rriPredMethod/data/joanDimers/117_dimers_list.tsv\"\noutPath=\"/home/rsanchez/Tesis/rriPredMethod/data/joanDimers/pdbFiles/rawPDBs\"\nUSE_BIO_UNIT=False\n\n##def downloadPDB(pdbId, pdbOutPath, useBioUnit):\n#### descargar pdb: wget ftp://ftp.wwpdb.org/pub/pdb/data/biounit/coordinates/all/1i1q.pdb2.gz o ya descomprimido\n#### wget -qO- ftp://ftp.wwpdb.org/pub/pdb/data/biounit/coordinates/all/1i1q.pdb2.gz |zcat > 1i1q.pdb\n\n## outName= os.path.join(pdbOutPath,pdbId+'.pdb')\n## if not os.path.isfile(outName):\n## if useBioUnit:\n## cmd= 'wget -qO- ftp://ftp.wwpdb.org/pub/pdb/data/biounit/coordinates/all/%s.pdb1.gz |zcat > %s'%(pdbId.lower(), outName)\n\n Explanation: Complete the function 'downloadInFile' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
bc986ff7e618db67d5b1902a0fdfeecd1595ea88
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python import json import sys import xapian import support def search(dbpath, querystring, offset=0, pagesize=10): # offset - defines starting point within result set # pagesize - defines number of records to retrieve # Open the database we're going to search. db = xapian.Database(dbpath) # Set up a QueryParser with a stemmer and suitable prefixes queryparser = xapian.QueryParser() queryparser.set_stemmer(xapian.Stem("en")) queryparser.set_stemming_strategy(queryparser.STEM_SOME) queryparser.add_prefix("title", "S") queryparser.add_prefix("description", "XD") # And parse the query query = queryparser.parse_query(querystring) # Use an Enquire object on the database to run the query enquire = xapian.Enquire(db) enquire.set_query(query) # And print out something about each match matches = [] ### Start of example code. # Set up a spy to inspect the MAKER value at slot 1 spy = xapian.ValueCountMatchSpy(1) enquire.add_matchspy(spy) for match in enquire.get_mset(offset, pagesize, 100): fields = json.loads(match.document.get_data().decode('utf8')) print(u"%(rank)i: #%(docid)3.3i %(title)s" % { 'rank': match.rank + 1, 'docid': match.docid, Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python import json import sys import xapian import support def search(dbpath, querystring, offset=0, pagesize=10): # offset - defines starting point within result set # pagesize - defines number of records to retrieve # Open the database we're going to search. db = xapian.Database(dbpath) # Set up a QueryParser with a stemmer and suitable prefixes queryparser = xapian.QueryParser() queryparser.set_stemmer(xapian.Stem("en")) queryparser.set_stemming_strategy(queryparser.STEM_SOME) queryparser.add_prefix("title", "S") queryparser.add_prefix("description", "XD") Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 1,300
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport json\nimport sys\nimport xapian\nimport support\n\ndef search(dbpath, querystring, offset=0, pagesize=10):\n # offset - defines starting point within result set\n # pagesize - defines number of records to retrieve\n\n # Open the database we're going to search.\n db = xapian.Database(dbpath)\n\n # Set up a QueryParser with a stemmer and suitable prefixes\n queryparser = xapian.QueryParser()\n queryparser.set_stemmer(xapian.Stem(\"en\"))\n queryparser.set_stemming_strategy(queryparser.STEM_SOME)\n queryparser.add_prefix(\"title\", \"S\")\n queryparser.add_prefix(\"description\", \"XD\")\n\n # And parse the query\n query = queryparser.parse_query(querystring)\n\n # Use an Enquire object on the database to run the query\n enquire = xapian.Enquire(db)\n enquire.set_query(query)\n\n # And print out something about each match\n matches = []\n\n### Start of example code.\n # Set up a spy to inspect the MAKER value at slot 1\n spy = xapian.ValueCountMatchSpy(1)\n enquire.add_matchspy(spy)\n\n for match in enquire.get_mset(offset, pagesize, 100):\n fields = json.loads(match.document.get_data().decode('utf8'))\n print(u\"%(rank)i: #%(docid)3.3i %(title)s\" % {\n 'rank': match.rank + 1,\n 'docid': match.docid,\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n\nimport json\nimport sys\nimport xapian\nimport support\n\ndef search(dbpath, querystring, offset=0, pagesize=10):\n # offset - defines starting point within result set\n # pagesize - defines number of records to retrieve\n\n # Open the database we're going to search.\n db = xapian.Database(dbpath)\n\n # Set up a QueryParser with a stemmer and suitable prefixes\n queryparser = xapian.QueryParser()\n queryparser.set_stemmer(xapian.Stem(\"en\"))\n queryparser.set_stemming_strategy(queryparser.STEM_SOME)\n queryparser.add_prefix(\"title\", \"S\")\n queryparser.add_prefix(\"description\", \"XD\")\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc98a22d0cd11d65a7d45c78d01ce4ed45420116
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import re from rest_framework import serializers from .models import Collection, CollectionIcon class CollectionSerializer(serializers.ModelSerializer): """Collections's serializer""" class Meta: model = Collection read_only = ('token', ) class CollectionIconSerializer(serializers.ModelSerializer): """CollectionIcon's Serializer. """ class Meta: model = CollectionIcon def validate_width(self, attrs, source): width = attrs[source] if width < 1.0: raise serializers.ValidationError('Width should be greater than 1.0') return attrs def validate_name(self, attrs, source): name = attrs[source].lower() name = re.sub(r'[^a-z0-9\-]', '-', name).strip('-') name = re.sub(r'-+', '-', name) if name: attrs[source] = name else: raise serializers.ValidationError('Invalid name') return attrs def validate(self, attrs): packicon = attrs.get('packicon') svg_d = attrs.get('svg_d') width = attrs.get('width') if packicon or (svg_d and width): return attrs raise serializers.ValidationError( 'Either a packicon or the shape of icon should be given' )
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 9 Block at line 7 has no indented body Block at line 16 has no indented body ⚠️ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 25 Unexpected indentation at line 27 Unexpected indentation at line 31 💡 Suggestions: Add closing quote at line 9 Add docstring to class 'Meta' Add docstring to class 'Meta'
|
advanced
|
machine_learning
|
debugging
|
Pythoncode:Python
| 3
| 4
| 1,272
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport re\nfrom rest_framework import serializers\n\nfrom .models import Collection, CollectionIcon\n\n\nclass CollectionSerializer(serializers.ModelSerializer):\n\n \"\"\"Collections's serializer\"\"\"\n\n class Meta:\n model = Collection\n read_only = ('token', )\n\n\nclass CollectionIconSerializer(serializers.ModelSerializer):\n\n \"\"\"CollectionIcon's Serializer. \"\"\"\n\n class Meta:\n model = CollectionIcon\n\n def validate_width(self, attrs, source):\n width = attrs[source]\n if width < 1.0:\n raise serializers.ValidationError('Width should be greater than 1.0')\n return attrs\n\n def validate_name(self, attrs, source):\n name = attrs[source].lower()\n name = re.sub(r'[^a-z0-9\\-]', '-', name).strip('-')\n name = re.sub(r'-+', '-', name)\n if name:\n attrs[source] = name\n else:\n raise serializers.ValidationError('Invalid name')\n return attrs\n\n def validate(self, attrs):\n packicon = attrs.get('packicon')\n svg_d = attrs.get('svg_d')\n width = attrs.get('width')\n if packicon or (svg_d and width): return attrs\n raise serializers.ValidationError(\n 'Either a packicon or the shape of icon should be given'\n )"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 9\n Block at line 7 has no indented body\n Block at line 16 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 13\n Unexpected indentation at line 25\n Unexpected indentation at line 27\n Unexpected indentation at line 31\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 9\n Add docstring to class 'Meta'\n Add docstring to class 'Meta'"}]
| false
| null | null | null |
bc98ed1d916dea38c19eaadce5f09692d5d10eeb
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Time: O(n*2^n) # Space: O(2^n) class Solution(object): def canPartitionKSubsets(self, nums, k): """ :type nums: List[int] :type k: int :rtype: bool """ def dfs(nums, target, used, todo, lookup): if lookup[used] is None: targ = (todo-1)%target + 1 lookup[used] = any(dfs(nums, target, used | (1<<i), todo-num, lookup) \ for i, num in enumerate(nums) \ if ((used>>i) & 1) == 0 and num <= targ) return lookup[used] total = sum(nums) if total%k or max(nums) > total//k: return False lookup = [None] * (1 << len(nums)) lookup[-1] = True return dfs(nums, total//k, 0, total, lookup) # Time: O(k^(n-k) * k!) # Space: O(n) # DFS solution with pruning. class Solution2(object): def canPartitionKSubsets(self, nums, k): """ :type nums: List[int] :type k: int :rtype: bool """ def dfs(nums, target, i, subset_sums): if i == len(nums): return True for k in range(len(subset_sums)): if subset_sums[k]+nums[i] > target: continue subset_sums[k] += nums[i] if dfs(nums, target, i+1, subset_sums): return True subset_sums[k] -= nums[i] if not subset_sums[k]: break return False total = sum(nums) if total%k != 0 or max(nums) > total//k: return False nums.sort(reverse=True) subset_sums = [0] * k return dfs(nums, total//k, 0, subset_sums)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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oop
|
refactoring
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Pythoncode:Python
| 4
| 2
| 1,738
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Time: O(n*2^n)\n# Space: O(2^n)\n\nclass Solution(object):\n def canPartitionKSubsets(self, nums, k):\n \"\"\"\n :type nums: List[int]\n :type k: int\n :rtype: bool\n \"\"\"\n def dfs(nums, target, used, todo, lookup):\n if lookup[used] is None:\n targ = (todo-1)%target + 1\n lookup[used] = any(dfs(nums, target, used | (1<<i), todo-num, lookup) \\\n for i, num in enumerate(nums) \\\n if ((used>>i) & 1) == 0 and num <= targ)\n return lookup[used]\n\n total = sum(nums)\n if total%k or max(nums) > total//k:\n return False\n lookup = [None] * (1 << len(nums))\n lookup[-1] = True\n return dfs(nums, total//k, 0, total, lookup)\n\n\n# Time: O(k^(n-k) * k!)\n# Space: O(n)\n# DFS solution with pruning.\nclass Solution2(object):\n def canPartitionKSubsets(self, nums, k):\n \"\"\"\n :type nums: List[int]\n :type k: int\n :rtype: bool\n \"\"\"\n def dfs(nums, target, i, subset_sums):\n if i == len(nums):\n return True\n for k in range(len(subset_sums)):\n if subset_sums[k]+nums[i] > target:\n continue\n subset_sums[k] += nums[i]\n if dfs(nums, target, i+1, subset_sums):\n return True\n subset_sums[k] -= nums[i]\n if not subset_sums[k]: break\n return False\n\n total = sum(nums)\n if total%k != 0 or max(nums) > total//k:\n return False\n nums.sort(reverse=True)\n subset_sums = [0] * k\n return dfs(nums, total//k, 0, subset_sums)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
bc99e84c9e8d7aa99d673f47ef51acfd45692fba
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Copyright 2013-2022 Lawrence Livermore National Security, LLC and other # Spack Project Developers. See the top-level COPYRIGHT file for details. # # SPDX-License-Identifier: (Apache-2.0 OR MIT) from spack.package import * Error: SyntaxError / EOF
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Fixed Code: # Copyright 2013-2022 Lawrence Livermore National Security, LLC and other # Spack Project Developers. See the top-level COPYRIGHT file for details. # # SPDX-License-Identifier: (Apache-2.0 OR MIT) from spack.package import * # See also: AspellDictPackage class Aspell(AutotoolsPackage, GNUMirrorPackage): """GNU Aspell is a Free and Open Source spell checker designed to eventually replace Ispell.""" Explanation: Complete the truncated code structure
|
advanced
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api
|
error_fixing
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Pythoncode:Python
| 0
| 1
| 227
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright 2013-2022 Lawrence Livermore National Security, LLC and other\n# Spack Project Developers. See the top-level COPYRIGHT file for details.\n#\n# SPDX-License-Identifier: (Apache-2.0 OR MIT)\n\nfrom spack.package import *\n\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright 2013-2022 Lawrence Livermore National Security, LLC and other\n# Spack Project Developers. See the top-level COPYRIGHT file for details.\n#\n# SPDX-License-Identifier: (Apache-2.0 OR MIT)\n\nfrom spack.package import *\n\n\n# See also: AspellDictPackage\nclass Aspell(AutotoolsPackage, GNUMirrorPackage):\n \"\"\"GNU Aspell is a Free and Open Source spell checker designed to\n eventually replace Ispell.\"\"\"\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc9aea616fee38b1a73a79e690091369c909ef06
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # # Copyright (C) 2001 greg Landrum # """ unit testing code for compound descriptors """ from __future__ import print_function import unittest import Parser from rdkit.six.moves import xrange class TestCase(unittest.TestCase): def setUp(self): print('\n%s: '%self.shortDescription(),end='') self.piece1 = [['d1','d2'],['d1','d2']] self.aDict = {'Fe':{'d1':1,'d2':2},'Pt':{'d1':10,'d2':20}} self.pDict = {'d1':100.,'d2':200.} self.compos = [('Fe',1),('Pt',1)] self.cExprs = ["SUM($1)","SUM($1)+SUM($2)","MEAN($1)","DEV($2)","MAX($1)","MIN($2)","SUM($1)/$a"] self.results = [11.,33.,5.5,9.,10.,2.,0.11] self.tol = 0.0001 def testSingleCalcs(self): " testing calculation of a single descriptor " for i in xrange(len(self.cExprs)): cExpr= self.cExprs[i] argVect = self.piece1 + [cExpr] res = Parser.CalcSingleCompoundDescriptor(self.compos,argVect,self.aDict,self.pDict) self.assertAlmostEqual(res,self.results[i],2) def testMultipleCalcs(self): " testing calculation of multiple descriptors " for i in xrange(len(self.cExprs)): cExpr= self.cExprs[i] argVect = self.piece1 + [cExpr] res = Parser.CalcMultipleCompoundsDescriptor([self.compos,self.compos],argVect, self.aDict,[self.pDict,self.pDict]) self.assertAlmostEqual(res[0],self.results[i],2) self.assertAlmostEqual(res[1],self.results[i],2) #self.assertTrue(abs(res[0]-self.results[i])<self.tol,'Expression %s failed'%(cExpr)) #self.assertTrue((res[1]-self.results[i])<self.tol,'Expression %s failed'%(cExpr)) def TestSuite(): suite = unittest.TestSuite() suite.addTest(TestCase('testSingleCalcs')) suite.addTest(TestCase('testMultipleCalcs')) return suite if __name__ == '__main__': suite = TestSuite() unittest.TextTestRu Error: SyntaxError: unterminated string literal
|
Fixed Code: # # Copyright (C) 2001 greg Landrum # """ unit testing code for compound descriptors """ from __future__ import print_function import unittest import Parser from rdkit.six.moves import xrange class TestCase(unittest.TestCase): def setUp(self): print('\n%s: '%self.shortDescription(),end='') self.piece1 = [['d1','d2'],['d1','d2']] self.aDict = {'Fe':{'d1':1,'d2':2},'Pt':{'d1':10,'d2':20}} self.pDict = {'d1':100.,'d2':200.} self.compos = [('Fe',1),('Pt',1)] Explanation: Close the string literal with matching quote
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 4
| 1
| 1,870
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#\n# Copyright (C) 2001 greg Landrum\n#\n\n\"\"\" unit testing code for compound descriptors\n\n\"\"\"\nfrom __future__ import print_function\nimport unittest\nimport Parser\n\nfrom rdkit.six.moves import xrange \n\nclass TestCase(unittest.TestCase):\n def setUp(self):\n print('\\n%s: '%self.shortDescription(),end='')\n self.piece1 = [['d1','d2'],['d1','d2']]\n self.aDict = {'Fe':{'d1':1,'d2':2},'Pt':{'d1':10,'d2':20}}\n self.pDict = {'d1':100.,'d2':200.}\n self.compos = [('Fe',1),('Pt',1)]\n self.cExprs = [\"SUM($1)\",\"SUM($1)+SUM($2)\",\"MEAN($1)\",\"DEV($2)\",\"MAX($1)\",\"MIN($2)\",\"SUM($1)/$a\"]\n self.results = [11.,33.,5.5,9.,10.,2.,0.11]\n self.tol = 0.0001\n def testSingleCalcs(self):\n \" testing calculation of a single descriptor \"\n for i in xrange(len(self.cExprs)):\n cExpr= self.cExprs[i]\n argVect = self.piece1 + [cExpr]\n res = Parser.CalcSingleCompoundDescriptor(self.compos,argVect,self.aDict,self.pDict)\n self.assertAlmostEqual(res,self.results[i],2)\n def testMultipleCalcs(self):\n \" testing calculation of multiple descriptors \"\n for i in xrange(len(self.cExprs)):\n cExpr= self.cExprs[i]\n argVect = self.piece1 + [cExpr]\n res = Parser.CalcMultipleCompoundsDescriptor([self.compos,self.compos],argVect,\n self.aDict,[self.pDict,self.pDict])\n self.assertAlmostEqual(res[0],self.results[i],2)\n self.assertAlmostEqual(res[1],self.results[i],2)\n #self.assertTrue(abs(res[0]-self.results[i])<self.tol,'Expression %s failed'%(cExpr))\n #self.assertTrue((res[1]-self.results[i])<self.tol,'Expression %s failed'%(cExpr))\n\ndef TestSuite():\n suite = unittest.TestSuite()\n suite.addTest(TestCase('testSingleCalcs'))\n suite.addTest(TestCase('testMultipleCalcs'))\n return suite\n\n\nif __name__ == '__main__':\n suite = TestSuite()\n unittest.TextTestRu\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#\n# Copyright (C) 2001 greg Landrum\n#\n\n\"\"\" unit testing code for compound descriptors\n\n\"\"\"\nfrom __future__ import print_function\nimport unittest\nimport Parser\n\nfrom rdkit.six.moves import xrange \n\nclass TestCase(unittest.TestCase):\n def setUp(self):\n print('\\n%s: '%self.shortDescription(),end='')\n self.piece1 = [['d1','d2'],['d1','d2']]\n self.aDict = {'Fe':{'d1':1,'d2':2},'Pt':{'d1':10,'d2':20}}\n self.pDict = {'d1':100.,'d2':200.}\n self.compos = [('Fe',1),('Pt',1)]\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
bc9b38aa93978a9c5a2ff6d24ac4f1e6be8b4faa
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from setuptools import setup, find_packages import pathlib here = pathlib.Path(__file__).parent.resolve() long_description = (here / "readme.md").read_text(encoding="utf-8") setup( name="data_dashboard", version="0.1.1", description="Dashboard to explore the data and to create baseline Machine Learning model.", long_description=long_description, long_description_content_type="text/markdown", url="https://github.com/maciek3000/data_dashboard", author="Maciej Dowgird", author_email="dowgird.maciej@gmail.com", classifiers=[ "Development Status :: 3 - Alpha", "Intended Audience :: Developers", "Intended Audience :: Education", "License :: OSI Approved :: MIT License", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.7", "Topic :: Scientific/Engineering :: Artificial Intelligence", "Topic :: Scientific/Engineering :: Visualization" ], ... 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=find_packages(), python_requires=">=3.7", install_requires=[ "pandas>=1.2.3", "numpy>=1.19.5",
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intermediate
|
api
|
incomplete_code
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Pythoncode:Python
| 0
| 0
| 979
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom setuptools import setup, find_packages\nimport pathlib\n\n\nhere = pathlib.Path(__file__).parent.resolve()\nlong_description = (here / \"readme.md\").read_text(encoding=\"utf-8\")\n\nsetup(\n name=\"data_dashboard\",\n version=\"0.1.1\",\n description=\"Dashboard to explore the data and to create baseline Machine Learning model.\",\n long_description=long_description,\n long_description_content_type=\"text/markdown\",\n url=\"https://github.com/maciek3000/data_dashboard\",\n author=\"Maciej Dowgird\",\n author_email=\"dowgird.maciej@gmail.com\",\n classifiers=[\n \"Development Status :: 3 - Alpha\",\n \"Intended Audience :: Developers\",\n \"Intended Audience :: Education\",\n \"License :: OSI Approved :: MIT License\",\n \"Programming Language :: Python :: 3\",\n \"Programming Language :: Python :: 3.7\",\n \"Topic :: Scientific/Engineering :: Artificial Intelligence\",\n \"Topic :: Scientific/Engineering :: Visualization\"\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 packages=find_packages(),\n python_requires=\">=3.7\",\n install_requires=[\n \"pandas>=1.2.3\",\n \"numpy>=1.19.5\","}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc9c8f24e080e4c64950de33e4962b6b2e44ede2
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 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. def get_instance(ec2_client, instance_id: str) -> dict: instance = None try: resp = ec2_client.describe_instances( InstanceIds=[instance_id] ) instance = resp["Reservations"][0]["Instances"][0] except Exception as e: logging.debug(e) finally: return instance def get_instance_state(ec2_client, instance_id): instance_state = None try: instance = get_instance(ec2_client, instance_id) instance_state = instance["State"]["Name"] except Exception as e: logging.debug(e) finally: return instance_state def wait_for_instance_or_die(ec2_client, instance_id, desired_state, timeout_sec): while True: now = datetime.datetime.now() timeout = now + datetime.timedelta(seconds=timeout_sec) if datetime.datetime.now() >= timeout: pytest.fail(f"Timed out waiting for Instanc
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 41 • Unclosed '(' at line 41 - expected ')' Fix: Complete the truncated code structure
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intermediate
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testing
|
error_detection
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Pythoncode:Python
| 4
| 0
| 1,477
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright Amazon.com Inc. or its affiliates. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"). You may\n# not use this file except in compliance with the License. A copy of the\n# License is located at\n#\n# \t http://aws.amazon.com/apache2.0/\n#\n# or in the \"license\" file accompanying this file. This file is distributed\n# on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either\n# express or implied. See the License for the specific language governing\n# permissions and limitations under the License.\n\ndef get_instance(ec2_client, instance_id: str) -> dict:\n instance = None\n try:\n resp = ec2_client.describe_instances(\n InstanceIds=[instance_id]\n )\n instance = resp[\"Reservations\"][0][\"Instances\"][0]\n except Exception as e:\n logging.debug(e)\n finally:\n return instance\n\ndef get_instance_state(ec2_client, instance_id):\n instance_state = None\n try:\n instance = get_instance(ec2_client, instance_id)\n instance_state = instance[\"State\"][\"Name\"]\n except Exception as e:\n logging.debug(e)\n finally:\n return instance_state\n\ndef wait_for_instance_or_die(ec2_client, instance_id, desired_state, timeout_sec):\n while True:\n now = datetime.datetime.now()\n timeout = now + datetime.timedelta(seconds=timeout_sec)\n if datetime.datetime.now() >= timeout:\n pytest.fail(f\"Timed out waiting for Instanc"}, {"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 41\n \u2022 Unclosed '(' at line 41 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc9d746d95215d78b546409456d7b42ad25142a0
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from flask_wtf import FlaskForm from wtforms import Form, StringField, PasswordField, BooleanField, SubmitField, IntegerField, validators, FileField, \ class LoginForm(Form): email = StringField('Email', [ validators.DataRequired(message='Es necesario introducir un email')]) password = PasswordField('Contraseña', [ validators.DataRequired(message='Es necesario introducir una contraseña')]) remember_me = BooleanField('Recuerdame') submit = SubmitField('Iniciar Sesión') # Structure of the Register form class RegisterForm(Form): name = StringField('Nombre', [ validators.DataRequired(message='Es necesario introducir un nombre'), validators.Length(min=4, max=50, message='El tamaño máximo del nombre son 50 carácteres')]) lastname = StringField('Apellidos', [ validators.DataRequired(message='Es necesario introducir apellidos'), validators.Length(min=4, max=50, message='El tamaño máximo del nombre son 50 carácteres')]) # username = StringField('Username', [ # validators.Length(min=4, max=25, message='El nombre de usuario debe tener entre 4 y 25 carácteres')]) email = StringField('Email', [ validators.DataRequired(message='Es necesario introducir un email'), validators.Length(min=1, max=50, message='El email no puede contener más de 50 carácteres')]) password = PasswordField('Contraseña', [ validators.DataRequired(message='Es necesario una contraseña'), validators.Length(min=8, message='La contraseña debe tener al menos 8 caracteres') ]) confirm = PasswordField('Confirmar Contraseña', [ validators.EqualTo('password', message='Las contraseñas no coinciden') ]) # Structure of the Login form class RestorePasswordForm(Form): email = StringField('Email', [ validators.DataRequired(message='Es necesario introducir un email')]) submit = SubmitField("Correo de Recuperación") class EditProfile(FlaskForm): name = StringField('Nombre', [ validators.DataRequired(message='Es necesario introducir un nombre'), validators.Length(min=4, max=50, message='El tamaño máximo del nombre son 50 carácteres')]) lastname = StringField('Apellidos', [ validators.DataRequired(message='Es necesario introducir apellidos'), validators.Length(min=4, max=50, message='El tamaño máximo del nombre son 50 carácteres')]) gender = RadioField('Género', choices = [('hombre','Hombre'),('mujer','Mujer')]) submit = SubmitField('Guardar cambios') class EditLocation(FlaskForm): lat = HiddenField('Latitud', [ validators.DataRequired(message='No se ha podido obtener la nueva localización') ]) lng = HiddenField('Longitud', [ validators.DataRequired(message='No se ha podido obtener la nueva localización') ]) submit = SubmitField('Establecer ubicación') ... [9 more classdefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 3: from wtforms import Form, StringField, PasswordField, BooleanField, SubmitField, IntegerField, validators, FileField, \ class LoginForm(Form): ⚠️ Warnings: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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advanced
|
database
|
debugging
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Pythoncode:Python
| 0
| 5
| 2,932
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom flask_wtf import FlaskForm\nfrom wtforms import Form, StringField, PasswordField, BooleanField, SubmitField, IntegerField, validators, FileField, \\\nclass LoginForm(Form):\n email = StringField('Email', [\n validators.DataRequired(message='Es necesario introducir un email')])\n password = PasswordField('Contrase\u00f1a', [\n validators.DataRequired(message='Es necesario introducir una contrase\u00f1a')])\n remember_me = BooleanField('Recuerdame')\n submit = SubmitField('Iniciar Sesi\u00f3n')\n\n# Structure of the Register form\nclass RegisterForm(Form):\n name = StringField('Nombre', [\n validators.DataRequired(message='Es necesario introducir un nombre'),\n validators.Length(min=4, max=50, message='El tama\u00f1o m\u00e1ximo del nombre son 50 car\u00e1cteres')])\n lastname = StringField('Apellidos', [\n validators.DataRequired(message='Es necesario introducir apellidos'),\n validators.Length(min=4, max=50, message='El tama\u00f1o m\u00e1ximo del nombre son 50 car\u00e1cteres')])\n\n # username = StringField('Username', [\n # validators.Length(min=4, max=25, message='El nombre de usuario debe tener entre 4 y 25 car\u00e1cteres')])\n email = StringField('Email', [\n validators.DataRequired(message='Es necesario introducir un email'),\n validators.Length(min=1, max=50, message='El email no puede contener m\u00e1s de 50 car\u00e1cteres')])\n password = PasswordField('Contrase\u00f1a', [\n validators.DataRequired(message='Es necesario una contrase\u00f1a'),\n validators.Length(min=8, message='La contrase\u00f1a debe tener al menos 8 caracteres')\n ])\n confirm = PasswordField('Confirmar Contrase\u00f1a', [\n validators.EqualTo('password', message='Las contrase\u00f1as no coinciden')\n ])\n\n# Structure of the Login form\nclass RestorePasswordForm(Form):\n email = StringField('Email', [\n validators.DataRequired(message='Es necesario introducir un email')])\n submit = SubmitField(\"Correo de Recuperaci\u00f3n\")\n\nclass EditProfile(FlaskForm):\n name = StringField('Nombre', [\n validators.DataRequired(message='Es necesario introducir un nombre'),\n validators.Length(min=4, max=50, message='El tama\u00f1o m\u00e1ximo del nombre son 50 car\u00e1cteres')])\n lastname = StringField('Apellidos', [\n validators.DataRequired(message='Es necesario introducir apellidos'),\n validators.Length(min=4, max=50, message='El tama\u00f1o m\u00e1ximo del nombre son 50 car\u00e1cteres')])\n gender = RadioField('G\u00e9nero', choices = [('hombre','Hombre'),('mujer','Mujer')])\n submit = SubmitField('Guardar cambios')\n\nclass EditLocation(FlaskForm):\n lat = HiddenField('Latitud', [\n validators.DataRequired(message='No se ha podido obtener la nueva localizaci\u00f3n')\n ])\n lng = HiddenField('Longitud', [\n validators.DataRequired(message='No se ha podido obtener la nueva localizaci\u00f3n')\n ])\n submit = SubmitField('Establecer ubicaci\u00f3n')\n\n\n ... [9 more classdefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 3: from wtforms import Form, StringField, PasswordField, BooleanField, SubmitField, IntegerField, validators, FileField, \\\nclass LoginForm(Form):\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
bc9f42407dc824808c93da43b669882c77d6d9f4
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #coding: utf-8 import sys import os import asyncio import websockets import json import socket import xlrd #global vars phd_data = None pro_data = None def get_host_ip(): try: s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM) s.connect(('1.255.255.255', 65535)) ip = s.getsockname()[0] finally: s.close() return ip def read_xls(name): try: book = xlrd.open_workbook(name) except: print("Open Excel(%s) failed!" % name) for i in range(book.nsheets): s = book.sheet_by_index(i) sname = s.name svalue = list() for r in range(s.nrows): svalue.append( s.row_values(r) ) ctx[i] = (sname, svalue) return ctx #生成json def gen_pro(): ret = { "header": [ { "name": "id", "title": "ID", "size": 50, "sortable": True, "sortDir": "asc", "format": "number" }, { "name": "name", "title": "Name", "sortable": True }, { "name": "start", "title": "Start", "sortable": True, "size": 150, "format": "date", "formatMask": "dd-mm-yyyy" }, { "name": "age", "title": "Age", "sortable": True, "size": 80 }, { "name": "salary", "title": "Salary", "sortable": True, "size": 150, "format": "money", "show": True } ], "data":[] } return ret async def proc_msg(ws, msg): method = msg.get('method') if method == 'host_ip': ip=get_host_ip() ret = { "method":method, "type":'success', 'return':ip } await ws.send(json.dumps(ret)) elif method=='genpro': phd_file = msg.get('phd_file') if phd_file: phd_data = read_xls(phd_file) pro_file = msg.get('pro_file') if pro_file: pro_data = read_xls(pro_file) data = gen_pro() ret = { "method":method, "type":'success', 'return':data } await ws.send(json.dumps(ret)) else: ret = {'type':'unknown'} await ws.send(json.dumps(ret)) async def recv_msg(websocket): while True: recv_text = await websocket.recv() try: msg = json.loads(recv_text) await proc_msg(websocket, msg) except: ret = {'type':'error'} await ws.send(json.dumps(ret)) async def main_logic(websocket, path): await recv_msg(websocket) port = 5678 if len(sys.argv) >=2: port = sys.argv[1] ws_server = websockets.serve(main_logic, '0.0.0.0', port) asyncio.get_event_loop().run_until_complete(ws_server) asyncio.get_event_loop().run_forever()
|
Code analysis results: 🔴 Errors found: Block at line 95 has no indented body ⚠️ Warnings: Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 22 💡 Suggestions: Remove debug print() at line 28 before production
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 3
| 0
| 2,774
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#coding: utf-8\nimport sys\nimport os\n\nimport asyncio\nimport websockets\nimport json\nimport socket\nimport xlrd\n\n#global vars\nphd_data = None\npro_data = None\n\ndef get_host_ip():\n try:\n s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)\n s.connect(('1.255.255.255', 65535))\n ip = s.getsockname()[0]\n finally:\n s.close()\n return ip\n\ndef read_xls(name):\n try:\n book = xlrd.open_workbook(name)\n except:\n print(\"Open Excel(%s) failed!\" % name)\n\n for i in range(book.nsheets):\n s = book.sheet_by_index(i)\n sname = s.name\n svalue = list()\n for r in range(s.nrows):\n svalue.append( s.row_values(r) )\n ctx[i] = (sname, svalue)\n return ctx\n\n\n\n#\u751f\u6210json\ndef gen_pro():\n ret = {\n \"header\": [\n {\n \"name\": \"id\",\n \"title\": \"ID\",\n \"size\": 50,\n \"sortable\": True,\n \"sortDir\": \"asc\",\n \"format\": \"number\"\n },\n {\n \"name\": \"name\",\n \"title\": \"Name\",\n \"sortable\": True\n },\n {\n \"name\": \"start\",\n \"title\": \"Start\",\n \"sortable\": True,\n \"size\": 150,\n \"format\": \"date\",\n \"formatMask\": \"dd-mm-yyyy\"\n },\n {\n \"name\": \"age\",\n \"title\": \"Age\",\n \"sortable\": True,\n \"size\": 80\n },\n {\n \"name\": \"salary\",\n \"title\": \"Salary\",\n \"sortable\": True,\n \"size\": 150,\n \"format\": \"money\",\n \"show\": True\n }\n ],\n \"data\":[]\n }\n return ret\n\nasync def proc_msg(ws, msg):\n method = msg.get('method')\n if method == 'host_ip':\n ip=get_host_ip()\n ret = {\n \"method\":method,\n \"type\":'success',\n 'return':ip\n }\n await ws.send(json.dumps(ret))\n elif method=='genpro':\n\n phd_file = msg.get('phd_file')\n if phd_file:\n phd_data = read_xls(phd_file)\n\n pro_file = msg.get('pro_file')\n if pro_file:\n pro_data = read_xls(pro_file)\n\n data = gen_pro()\n ret = {\n \"method\":method,\n \"type\":'success',\n 'return':data\n }\n await ws.send(json.dumps(ret))\n\n else:\n ret = {'type':'unknown'}\n await ws.send(json.dumps(ret))\n\nasync def recv_msg(websocket):\n while True:\n recv_text = await websocket.recv()\n try:\n msg = json.loads(recv_text)\n await proc_msg(websocket, msg)\n except:\n ret = {'type':'error'}\n await ws.send(json.dumps(ret))\n\nasync def main_logic(websocket, path):\n await recv_msg(websocket)\n\nport = 5678\nif len(sys.argv) >=2:\n port = sys.argv[1]\nws_server = websockets.serve(main_logic, '0.0.0.0', port)\n\nasyncio.get_event_loop().run_until_complete(ws_server)\nasyncio.get_event_loop().run_forever()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 95 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 22\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 28 before production"}]
| false
| null | null | null |
bc9fd661a260bba8109c66590275e9d7c9b1094c
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # # Copyright (c 2012-2017 The ANTLR Project. All rights reserved. # Use of this file is governed by the BSD 3-clause license that # can be found in the LICENSE.txt file in the project root. #/ # A DFA walker that knows how to dump them to serialized strings.#/ from io import StringIO from antlr4 import DFA from antlr4.Utils import str_list from antlr4.dfa.DFAState import DFAState class DFASerializer(object): __slots__ = ('dfa', 'literalNames', 'symbolicNames') def __init__(self, dfa:DFA, literalNames:list=None, symbolicNames:list=None): self.dfa = dfa self.literalNames = literalNames self.symbolicNames = symbolicNames def __str__(self): if self.dfa.s0 is None: return None with StringIO() as buf: for s in self.dfa.sortedStates(): n = 0 if s.edges is not None: n = len(s.edges) for i in range(0, n): t = s.edges[i] if t is not None and t.stateNumber != 0x7FFFFFFF: buf.write(self.getStateString(s)) label = self.getEdgeLabel(i) buf.write("-") buf.write(label) buf.write("->") buf.write(self.getStateString(t)) buf.write('\n') output = buf.getvalue() if len(output)==0: return None else: return output def getEdgeLabel(self, i:int): if i==0: return "EOF" if self.literalNames is not None and i<=len(self.literalNames): return self.literalNames[i-1] elif self.symbolicNames is not None and i<=len(self.symbolicNames): return self.symbolicNames[i-1] else: return str(i-1) def getStateString(self, s:DFAState): n = s.stateNumber baseStateStr = ( ":" if s.isAcceptState else "") + "s" + str(n) + ( "^" if s.requiresFullContext else "") if s.isAcceptState: if s.predicates is not None: return baseStateStr + "=>" + str_list(s.predicates) else: return baseStateStr + "=>" + str(s.prediction) else: return baseStateStr class LexerDFASerializer(DFASerializer): def __init__(self, dfa:DFA): super().__init__(dfa, None) def getEdgeLabel(self, i:int): return "'" + chr(i) + "'"
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 2 - expected ')' • Block at line 67 has no indented body Fixes: • Add closing ')' bracket • Add docstring to class 'DFASerializer' • Add docstring to class 'LexerDFASerializer'
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 6
| 2
| 2,517
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#\n# Copyright (c 2012-2017 The ANTLR Project. All rights reserved.\n# Use of this file is governed by the BSD 3-clause license that\n# can be found in the LICENSE.txt file in the project root.\n#/\n\n# A DFA walker that knows how to dump them to serialized strings.#/\nfrom io import StringIO\nfrom antlr4 import DFA\nfrom antlr4.Utils import str_list\nfrom antlr4.dfa.DFAState import DFAState\n\n\nclass DFASerializer(object):\n __slots__ = ('dfa', 'literalNames', 'symbolicNames')\n\n def __init__(self, dfa:DFA, literalNames:list=None, symbolicNames:list=None):\n self.dfa = dfa\n self.literalNames = literalNames\n self.symbolicNames = symbolicNames\n\n def __str__(self):\n if self.dfa.s0 is None:\n return None\n with StringIO() as buf:\n for s in self.dfa.sortedStates():\n n = 0\n if s.edges is not None:\n n = len(s.edges)\n for i in range(0, n):\n t = s.edges[i]\n if t is not None and t.stateNumber != 0x7FFFFFFF:\n buf.write(self.getStateString(s))\n label = self.getEdgeLabel(i)\n buf.write(\"-\")\n buf.write(label)\n buf.write(\"->\")\n buf.write(self.getStateString(t))\n buf.write('\\n')\n output = buf.getvalue()\n if len(output)==0:\n return None\n else:\n return output\n\n def getEdgeLabel(self, i:int):\n if i==0:\n return \"EOF\"\n if self.literalNames is not None and i<=len(self.literalNames):\n return self.literalNames[i-1]\n elif self.symbolicNames is not None and i<=len(self.symbolicNames):\n return self.symbolicNames[i-1]\n else:\n return str(i-1)\n\n def getStateString(self, s:DFAState):\n n = s.stateNumber\n baseStateStr = ( \":\" if s.isAcceptState else \"\") + \"s\" + str(n) + ( \"^\" if s.requiresFullContext else \"\")\n if s.isAcceptState:\n if s.predicates is not None:\n return baseStateStr + \"=>\" + str_list(s.predicates)\n else:\n return baseStateStr + \"=>\" + str(s.prediction)\n else:\n return baseStateStr\n\nclass LexerDFASerializer(DFASerializer):\n\n def __init__(self, dfa:DFA):\n super().__init__(dfa, None)\n\n def getEdgeLabel(self, i:int):\n return \"'\" + chr(i) + \"'\""}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 2 - expected ')'\n \u2022 Block at line 67 has no indented body\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Add docstring to class 'DFASerializer'\n \u2022 Add docstring to class 'LexerDFASerializer'"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
bca0727b76dc54909be0bf60b6d636ec8f539927
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Copyright (c) Microsoft Corporation. # Licensed under the MIT License. class CalibHue: hue: int = 44 # Reasonable default success: bool = False early_quit: bool = False # If menu is pressed before the calibration is complete def __iter__(self): return iter(astuple(self)) @dataclass class CalibPos: position: Tuple[float, float] = (0.0, 0.0) success: bool = False early_quit: bool = False # If menu is pressed before the calibration is complete def __iter__(self): return iter(astuple(self)) @dataclass class CalibServos: servos: Tuple[float, float, float] = (0.0, 0.0, 0.0) success: bool = False early_quit: bool = False # If menu is pressed before the calibration is complete def __iter__(self): return iter(astuple(self)) def ball_close_enough(x, y, radius, max_ball_dist=0.045, min_ball_dist=0.01): # reject balls which are too far from the center and too small return ( np.abs(x) < max_ball_dist and np.abs(y) < max_ball_dist and radius > min_ball_dist ) def calibrate_hue(camera_fn, detector_fn, is_menu_down_fn): hue_low = 0 hue_high = 360 hue_steps = 41 # Is 41 instead of 40 so that the steps are even img_frame, elapsed_time = camera_fn() hue_options = list(np.linspace(hue_low, hue_high, hue_steps)) # Complete this line for hue in hue_options: if is_menu_down_fn(): return CalibHue(early_quit=True) img_frame, elapsed_time = camera_fn() ball_detected, ((x, y), radius) = detector_fn(img_frame, hue=hue, debug=True) # If we found a ball roughly in the center that is large enough if ball_detected and ball_close_enough(x, y, radius): log.info( f"hue={hue:0.3f}, ball_detected={ball_detected}, " f"(x, y)={x:0.3f} {y:0.3f}, radius={radius:0.3f}" ) detected_hues.append(hue) if len(detected_hues) > 0: # https://en.wikipedia.org/wiki/Mean_of_circular_quantities detected_hues_rad = np.radians(detected_hues) sines, cosines = np.sin(detected_hues_rad), np.cos(detected_hues_rad) sin_mean, cos_mean = np.mean(sines), np.mean(cosines) avg_hue_rad = np.arctan2(sin_mean, cos_mean) avg_hue = np.degrees(avg_hue_rad) % 360 # Convert back to [0, 360] print(f"Hues are: {detected_hues}") print(f"Hue calibrated: {avg_hue:0.2f}") print(f"Avg hue: {avg_hue:0.2f}") return CalibHue(hue=int(avg_hue), success=True) else: log.warning(f"Hue calibration failed.") return CalibHue() ... [12 more functiondefs truncated] ...
|
The missing line is: detected_hues = []
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 3
| 2,711
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Copyright (c) Microsoft Corporation.\n# Licensed under the MIT License.\n\nclass CalibHue:\n hue: int = 44 # Reasonable default\n success: bool = False\n early_quit: bool = False # If menu is pressed before the calibration is complete\n\n def __iter__(self):\n return iter(astuple(self))\n\n\n@dataclass\nclass CalibPos:\n position: Tuple[float, float] = (0.0, 0.0)\n success: bool = False\n early_quit: bool = False # If menu is pressed before the calibration is complete\n\n def __iter__(self):\n return iter(astuple(self))\n\n\n@dataclass\nclass CalibServos:\n servos: Tuple[float, float, float] = (0.0, 0.0, 0.0)\n success: bool = False\n early_quit: bool = False # If menu is pressed before the calibration is complete\n\n def __iter__(self):\n return iter(astuple(self))\n\n\ndef ball_close_enough(x, y, radius, max_ball_dist=0.045, min_ball_dist=0.01):\n # reject balls which are too far from the center and too small\n return (\n np.abs(x) < max_ball_dist\n and np.abs(y) < max_ball_dist\n and radius > min_ball_dist\n )\n\n\ndef calibrate_hue(camera_fn, detector_fn, is_menu_down_fn):\n hue_low = 0\n hue_high = 360\n hue_steps = 41 # Is 41 instead of 40 so that the steps are even\n\n img_frame, elapsed_time = camera_fn()\n hue_options = list(np.linspace(hue_low, hue_high, hue_steps))\n\n # Complete this line\n for hue in hue_options:\n if is_menu_down_fn():\n return CalibHue(early_quit=True)\n\n img_frame, elapsed_time = camera_fn()\n ball_detected, ((x, y), radius) = detector_fn(img_frame, hue=hue, debug=True)\n\n # If we found a ball roughly in the center that is large enough\n if ball_detected and ball_close_enough(x, y, radius):\n log.info(\n f\"hue={hue:0.3f}, ball_detected={ball_detected}, \"\n f\"(x, y)={x:0.3f} {y:0.3f}, radius={radius:0.3f}\"\n )\n detected_hues.append(hue)\n\n if len(detected_hues) > 0:\n # https://en.wikipedia.org/wiki/Mean_of_circular_quantities\n detected_hues_rad = np.radians(detected_hues)\n sines, cosines = np.sin(detected_hues_rad), np.cos(detected_hues_rad)\n sin_mean, cos_mean = np.mean(sines), np.mean(cosines)\n avg_hue_rad = np.arctan2(sin_mean, cos_mean)\n avg_hue = np.degrees(avg_hue_rad) % 360 # Convert back to [0, 360]\n\n print(f\"Hues are: {detected_hues}\")\n print(f\"Hue calibrated: {avg_hue:0.2f}\")\n print(f\"Avg hue: {avg_hue:0.2f}\")\n return CalibHue(hue=int(avg_hue), success=True)\n\n else:\n log.warning(f\"Hue calibration failed.\")\n return CalibHue()\n\n\n\n ... [12 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n detected_hues = []"}]
| false
| null | null | null |
bca253db9d9aae8a5131355cc2fd801c42bb88f2
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from datetime import datetime, timedelta from django.test import TestCase from django.test.utils import override_settings from marketing.tasks import ( class TestCeleryTasks(TestMarketingModel, TestCase): @override_settings(
|
CELERY_EAGER_PROPAGATES_EXCEPTIONS=True, CELERY_ALWAYS_EAGER=True, BROKER_BACKEND="memory", ) ... [1 more functiondefs truncated] ...
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 0
| 1
| 400
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom datetime import datetime, timedelta\n\nfrom django.test import TestCase\nfrom django.test.utils import override_settings\n\nfrom marketing.tasks import (\nclass TestCeleryTasks(TestMarketingModel, TestCase):\n @override_settings("}, {"role": "assistant", "content": "\n CELERY_EAGER_PROPAGATES_EXCEPTIONS=True,\n CELERY_ALWAYS_EAGER=True,\n BROKER_BACKEND=\"memory\",\n )\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
bca450dae1b4675ac1d585a61880a16b6a3d235e
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from py2html.main import * page = web() page.create() # Header Parameters # text = header text # n = title level page.header(text='My Site', n=1) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # Label Parameters # text = label text # color = label color page.label(text='', color='')
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 151
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom py2html.main import *\n\npage = web()\npage.create()\n\n# Header Parameters\n# text = header text\n# n = title level\npage.header(text='My Site', n=1)\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# Label Parameters\n# text = label text\n# color = label color\npage.label(text='', color='')"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bca568d5e71e781c0b945807208117a83879f72f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import unittest from JorGpi.pickup.pickup import SmartPickUp,Reference,CommandLineOptions class TestPickupIron(unittest.TestCase): @staticmethod def options(*args): return CommandLineOptions(*args) def test_iron_001(self): _input = "test -R _VASP/Fe/noFlip -D _VASP/Fe/flip00000 -E Fe -J1 -U mRy".split(" ") options = TestPickupIron.options(*_input) elements = ''.join(options('elements')) self.assertEqual(elements,'Fe$') ref = Reference(options('reference')+"/POSCAR") self.assertEqual(ref(),0) self.assertEqual(options('number_of_interactions'),1) pickerUpper = SmartPickUp(options('number_of_interactions'),elements) pickerUpper.read(options('reference'),*options('directories'),reference=ref()) self.assertEqual(options('units'),'mRy') _J_ij = pickerUpper.solve(units=options('units')).flatten() self.assertEqual(_J_ij[0],1.1861042008301703) self.assertEqual(_J_ij[1],4.157645364906014)
|
Functions: options, test_iron_001 Classes: TestPickupIron This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 2
| 1
| 1,022
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport unittest\n\nfrom JorGpi.pickup.pickup import SmartPickUp,Reference,CommandLineOptions\n\nclass TestPickupIron(unittest.TestCase):\n @staticmethod\n def options(*args):\n return CommandLineOptions(*args)\n\n def test_iron_001(self):\n _input = \"test -R _VASP/Fe/noFlip -D _VASP/Fe/flip00000 -E Fe -J1 -U mRy\".split(\" \")\n options = TestPickupIron.options(*_input)\n elements = ''.join(options('elements'))\n self.assertEqual(elements,'Fe$')\n\n ref = Reference(options('reference')+\"/POSCAR\")\n self.assertEqual(ref(),0)\n self.assertEqual(options('number_of_interactions'),1)\n\n pickerUpper = SmartPickUp(options('number_of_interactions'),elements)\n pickerUpper.read(options('reference'),*options('directories'),reference=ref())\n\n self.assertEqual(options('units'),'mRy')\n _J_ij = pickerUpper.solve(units=options('units')).flatten()\n self.assertEqual(_J_ij[0],1.1861042008301703)\n self.assertEqual(_J_ij[1],4.157645364906014)"}, {"role": "assistant", "content": " Functions: options, test_iron_001\n Classes: TestPickupIron\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
bca56f1f07a7efd89750413292d60e6212055e4a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.contrib import admin from django.contrib.auth import get_user_model
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
beginner
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 79
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.contrib import admin\nfrom django.contrib.auth import get_user_model"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bca5cc541dfab73d45981c6f120eb783e0579f49
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2021 UW-IT, University of Washington # SPDX-License-Identifier: Apache-2.0 from django.test import TestCase from django.conf import settings from django.test.client import Client from spotseeker_server.models import Spot import simplejson as json from decimal import * from django.test.utils import override_settings from mock import patch from spotseeker_server import models class SpotSearchDistanceTest(TestCase): def test_invalid_latitude(self): c = Client() response = c.get( "/api/v1/spot", { "center_latitude": "bad_data", "center_longitude": -40, "distance": 10, }, ) self.assertEquals( response.status_code, 200, "Accepts a query with bad latitude" ) self.assertEquals( response["Content-Type"], "application/json", "Has the json header" ) self.assertEquals( response.content.decode(), "[]", "Should return no matches" ) def test_invalid_longitude(self): c = Client() response = c.get( "/api/v1/spot", { "center_latitude": "30", "center_longitude": "bad_data", "distance": "10", }, ) self.assertEquals( response.status_code, 200, "Accepts a query with bad longitude" ) self.assertEquals( response["Content-Type"], "application/json", "Has the json header" ) self.assertEquals( response.content.decode(), "[]", "Should return no matches" ) def test_invalid_height(self): c = Client() response = c.get( "/api/v1/spot", { "center_latitude": "30", "center_longitude": -40, "height_from_sea_level": "bad_data", "distance": "10", }, ) self.assertEquals( response.status_code, 200, "Accepts a query with bad height" ) self.assertEquals( response["Content-Type"], "application/json", "Has the json header" ) self.assertEquals( response.content.decode(), "[]", "Should return no matches" ) def test_invalid_distance(self): c = Client() response = c.get( "/api/v1/spot", { "center_latitude": "30", "center_longitude": "-40", "distance": "bad_data", }, ) self.assertEquals( response.status_code, 200, "Accepts a query with bad distance" ) self.assertEquals( response["Content-Type"], "application/json", "Has the json header" ) self.assertEquals( response.content.decode(), "[]", "Should return no matches" ) ... [6 more functiondefs truncated] ...
|
Functions: test_invalid_latitude, test_invalid_longitude, test_invalid_height, test_invalid_distance Classes: SpotSearchDistanceTest This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 4
| 1
| 2,973
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2021 UW-IT, University of Washington\n# SPDX-License-Identifier: Apache-2.0\n\nfrom django.test import TestCase\nfrom django.conf import settings\nfrom django.test.client import Client\nfrom spotseeker_server.models import Spot\nimport simplejson as json\nfrom decimal import *\nfrom django.test.utils import override_settings\nfrom mock import patch\nfrom spotseeker_server import models\n\n\nclass SpotSearchDistanceTest(TestCase):\n def test_invalid_latitude(self):\n c = Client()\n response = c.get(\n \"/api/v1/spot\",\n {\n \"center_latitude\": \"bad_data\",\n \"center_longitude\": -40,\n \"distance\": 10,\n },\n )\n self.assertEquals(\n response.status_code, 200, \"Accepts a query with bad latitude\"\n )\n self.assertEquals(\n response[\"Content-Type\"], \"application/json\", \"Has the json header\"\n )\n self.assertEquals(\n response.content.decode(), \"[]\", \"Should return no matches\"\n )\n\n def test_invalid_longitude(self):\n c = Client()\n response = c.get(\n \"/api/v1/spot\",\n {\n \"center_latitude\": \"30\",\n \"center_longitude\": \"bad_data\",\n \"distance\": \"10\",\n },\n )\n self.assertEquals(\n response.status_code, 200, \"Accepts a query with bad longitude\"\n )\n self.assertEquals(\n response[\"Content-Type\"], \"application/json\", \"Has the json header\"\n )\n self.assertEquals(\n response.content.decode(), \"[]\", \"Should return no matches\"\n )\n\n def test_invalid_height(self):\n c = Client()\n response = c.get(\n \"/api/v1/spot\",\n {\n \"center_latitude\": \"30\",\n \"center_longitude\": -40,\n \"height_from_sea_level\": \"bad_data\",\n \"distance\": \"10\",\n },\n )\n self.assertEquals(\n response.status_code, 200, \"Accepts a query with bad height\"\n )\n self.assertEquals(\n response[\"Content-Type\"], \"application/json\", \"Has the json header\"\n )\n self.assertEquals(\n response.content.decode(), \"[]\", \"Should return no matches\"\n )\n\n def test_invalid_distance(self):\n c = Client()\n response = c.get(\n \"/api/v1/spot\",\n {\n \"center_latitude\": \"30\",\n \"center_longitude\": \"-40\",\n \"distance\": \"bad_data\",\n },\n )\n self.assertEquals(\n response.status_code, 200, \"Accepts a query with bad distance\"\n )\n self.assertEquals(\n response[\"Content-Type\"], \"application/json\", \"Has the json header\"\n )\n self.assertEquals(\n response.content.decode(), \"[]\", \"Should return no matches\"\n )\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: test_invalid_latitude, test_invalid_longitude, test_invalid_height, test_invalid_distance\n Classes: SpotSearchDistanceTest\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
bca685ecc21d97e8e24f16ef46f6aaabe24a9d13
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # this python script makes a rest call to Juniper Northstar to get active LSPs # usage: python get_active_LSPs.py import json import requests from requests.auth import HTTPBasicAuth from pprint import pprint import yaml from requests.packages.urllib3.exceptions import InsecureRequestWarning requests.packages.urllib3.disable_warnings(InsecureRequestWarning) def get_token(): url = 'https://' + my_variables_in_yaml['northstar']['ip'] + ':8443/oauth2/token' data_to_get_token = {"grant_type":"password","username":authuser,"password":authpwd} r = requests.post(url, data=json.dumps(data_to_get_token), auth=(authuser, authpwd), headers=headers, verify=False) return str('Bearer ' + r.json()['access_token']) def import_variables_from_file(): my_variables_file=open('variables.yml', 'r') my_variables_in_string=my_variables_file.read() my_variables_in_yaml=yaml.load(my_variables_in_string) my_variables_file.close( return my_variables_in_yaml my_variables_in_yaml=import_variables_from_file() authuser = my_variables_in_yaml['northstar']['username'] authpwd = my_variables_in_yaml['northstar']['password'] url_base = 'http://' + my_variables_in_yaml['northstar']['ip'] + ':8091/NorthStar/API/v2/tenant/' url = url_base + '1/topology/1/te-lsps' headers = { 'Accept': 'application/json' } headers = { 'Content-type': 'application/json' } # r = requests.get(url, headers=headers, auth=(authuser, authpwd)) get_token() headers = {'Authorization':get_token(), 'Accept' : 'application/json', 'Content-Type' : 'application/json'} r = requests.get(url, headers=headers, verify=False) # type(r.json()) # pprint(r.json()) # This gives the names of all the LSPs that are active for item in r.json(): if item['operationalStatus'] == 'Active': print "This LSP is active: " + item['name']
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 23 - expected ')' • SyntaxError: '(' was never closed at line 23 Fixes: • Add closing ')' bracket • Review code syntax
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 1,806
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# this python script makes a rest call to Juniper Northstar to get active LSPs \n# usage: python get_active_LSPs.py\n\nimport json\nimport requests\nfrom requests.auth import HTTPBasicAuth\nfrom pprint import pprint\nimport yaml\nfrom requests.packages.urllib3.exceptions import InsecureRequestWarning\n\nrequests.packages.urllib3.disable_warnings(InsecureRequestWarning)\n\ndef get_token():\n url = 'https://' + my_variables_in_yaml['northstar']['ip'] + ':8443/oauth2/token'\n data_to_get_token = {\"grant_type\":\"password\",\"username\":authuser,\"password\":authpwd}\n r = requests.post(url, data=json.dumps(data_to_get_token), auth=(authuser, authpwd), headers=headers, verify=False)\n return str('Bearer ' + r.json()['access_token'])\n\ndef import_variables_from_file():\n my_variables_file=open('variables.yml', 'r')\n my_variables_in_string=my_variables_file.read()\n my_variables_in_yaml=yaml.load(my_variables_in_string)\n my_variables_file.close(\n return my_variables_in_yaml\n\nmy_variables_in_yaml=import_variables_from_file()\nauthuser = my_variables_in_yaml['northstar']['username']\nauthpwd = my_variables_in_yaml['northstar']['password']\nurl_base = 'http://' + my_variables_in_yaml['northstar']['ip'] + ':8091/NorthStar/API/v2/tenant/'\n\nurl = url_base + '1/topology/1/te-lsps'\nheaders = { 'Accept': 'application/json' }\nheaders = { 'Content-type': 'application/json' }\n\n# r = requests.get(url, headers=headers, auth=(authuser, authpwd))\n\nget_token()\nheaders = {'Authorization':get_token(), 'Accept' : 'application/json', 'Content-Type' : 'application/json'}\nr = requests.get(url, headers=headers, verify=False)\n\n# type(r.json())\n# pprint(r.json())\n\n# This gives the names of all the LSPs that are active\nfor item in r.json():\n if item['operationalStatus'] == 'Active':\n print \"This LSP is active: \" + item['name']"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 23 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 23\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
bca72e22e6e8fe1739abb6f05b2ae3bdddd3d4b0
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Copyright 2018 Adrien Guinet <adrien@guinet.me> # # 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. # RUN: "%python" "%s" # # Complete this line import pydffi import sys F = pydffi.FFI() CU = F.cdef(''' #include <stdint.h> typedef int32_t MyInt; typedef struct { int a; int b; } A; ''') assert(CU.types.MyInt == F.Int32Ty) assert(isinstance(CU.types.A, pydffi.StructType))
|
The missing line is:
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 859
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Copyright 2018 Adrien Guinet <adrien@guinet.me>\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# RUN: \"%python\" \"%s\"\n#\n # Complete this line\nimport pydffi\nimport sys\n\nF = pydffi.FFI()\nCU = F.cdef('''\n#include <stdint.h>\ntypedef int32_t MyInt;\ntypedef struct {\n int a;\n int b;\n} A;\n''')\n\nassert(CU.types.MyInt == F.Int32Ty)\nassert(isinstance(CU.types.A, pydffi.StructType))"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
bca98a1ce3fff11966f586aae11d75f7d4194f73
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # coding=utf-8 # Copyright 2021 The Google Research 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. class Environment(object): """Wrapper around the Simple maze environment.""" def __init__(self, difficulty=None): """Initialize the environment with the specified difficulty.""" self.difficulty = difficulty self._sim_env = simple_maze.navigate(difficulty=difficulty) self.stepcount = 0 def reset(self): """Resets the environment.""" self.stepcount = 0 time_step = self._sim_env.reset() return time_step def get_goal_im(self): """Computes and returns the goal image.""" currp = copy.deepcopy(self._sim_env.physics.data.qpos[:]) currv = copy.deepcopy(self._sim_env.physics.data.qvel[:]) self._sim_env.task.dontreset = True tg = copy.deepcopy(self._sim_env.physics.named.data.geom_xpos['target'][:2]) self._sim_env.physics.data.qpos[:] = tg self._sim_env.physics.data.qvel[:] = 0 self.step([0, 0]) self._sim_env.physics.data.qpos[:] = tg self._sim_env.physics.data.qvel[:] = 0 self.step([0, 0) _, gim = self.get_observation() self._sim_env.physics.data.qpos[:] = currp self._sim_env.physics.data.qvel[:] = currv self.step([0, 0]) self._sim_env.task.dontreset = False return gim ... [4 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unmatched closing bracket ')' at line 42 • Unclosed '(' at line 42 - expected ')' Fix: Add missing ']' bracket at line 42
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 1,842
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2021 The Google Research 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\nclass Environment(object):\n \"\"\"Wrapper around the Simple maze environment.\"\"\"\n\n def __init__(self, difficulty=None):\n \"\"\"Initialize the environment with the specified difficulty.\"\"\"\n self.difficulty = difficulty\n self._sim_env = simple_maze.navigate(difficulty=difficulty)\n self.stepcount = 0\n\n def reset(self):\n \"\"\"Resets the environment.\"\"\"\n self.stepcount = 0\n time_step = self._sim_env.reset()\n return time_step\n\n def get_goal_im(self):\n \"\"\"Computes and returns the goal image.\"\"\"\n currp = copy.deepcopy(self._sim_env.physics.data.qpos[:])\n currv = copy.deepcopy(self._sim_env.physics.data.qvel[:])\n self._sim_env.task.dontreset = True\n tg = copy.deepcopy(self._sim_env.physics.named.data.geom_xpos['target'][:2])\n self._sim_env.physics.data.qpos[:] = tg\n self._sim_env.physics.data.qvel[:] = 0\n self.step([0, 0])\n self._sim_env.physics.data.qpos[:] = tg\n self._sim_env.physics.data.qvel[:] = 0\n self.step([0, 0)\n _, gim = self.get_observation()\n self._sim_env.physics.data.qpos[:] = currp\n self._sim_env.physics.data.qvel[:] = currv\n self.step([0, 0])\n self._sim_env.task.dontreset = False\n return gim\n\n\n ... [4 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 Unmatched closing bracket ')' at line 42\n \u2022 Unclosed '(' at line 42 - expected ')'\n\n Fix: Add missing ']' bracket at line 42"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
bcaa2cc3091f251f513b10ec7f23dc034c71de01
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Generated by Django 3.2.5 on 2021-07-11 23:51 from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): dependencies = [ ('trips', '0003_alter_trip_state'), ] operations = [ migrations.CreateM Error: SyntaxError / EOF
|
Fixed Code: # Generated by Django 3.2.5 on 2021-07-11 23:51 from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): dependencies = [ ('trips', '0003_alter_trip_state'), ] operations = [ migrations.CreateModel( name='Invoice', fields=[ ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('serie', models.CharField(max_length=4)), ('number', models.CharField(max_length=8)), Explanation: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 0
| 1
| 282
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Generated by Django 3.2.5 on 2021-07-11 23:51\n\nfrom django.db import migrations, models\nimport django.db.models.deletion\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('trips', '0003_alter_trip_state'),\n ]\n\n operations = [\n migrations.CreateM\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Generated by Django 3.2.5 on 2021-07-11 23:51\n\nfrom django.db import migrations, models\nimport django.db.models.deletion\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('trips', '0003_alter_trip_state'),\n ]\n\n operations = [\n migrations.CreateModel(\n name='Invoice',\n fields=[\n ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('serie', models.CharField(max_length=4)),\n ('number', models.CharField(max_length=8)),\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bcaa324b8d6cf63921fcf9763740cc9027d44173
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import logging import os from decimal import Decimal from time import sleep import requests from hexbytes import HexBytes from web3 import Web3 from web3 import contract from web3.contract import Contract from config.constants import BASE_CURRENCIES from config.constants import GAS_LIMITS from config.constants import MULTICHAIN_CONFIG from config.enums import Network from src.harvester import IHarvester from src.misc_utils import hours from src.misc_utils import seconds_to_blocks from src.tx_utils import get_effective_gas_price from src.tx_utils import get_gas_price_of_tx from src.tx_utils import get_priority_fee from src.web3_utils import confirm_transaction from src.utils import get_abi from src.discord_utils import get_hash_from_failed_tx_error from src.web3_utils import get_last_harvest_times from src.token_utils import get_token_price from src.discord_utils import send_error_to_discord from src.discord_utils import send_success_to_discord class GeneralHarvester(IHarvester): def __init__( self, chain: Network = Network.Ethereum, web3: Web3 = None, keeper_acl: str = os.getenv("KEEPER_ACL"), keeper_address: str = os.getenv("KEEPER_ADDRESS"), keeper_key: str = os.getenv("KEEPER_KEY"), base_oracle_address: str = os.getenv("ETH_USD_CHAINLINK"), use_flashbots: bool = False, discord_url: str = None, ): self.logger = logging.getLogger(__name__) self.chain = chain self.web3 = web3 self.keeper_key = keeper_key self.keeper_address = keeper_address self.keeper_acl: Contract = self.web3.eth.contract( address=self.web3.toChecksumAddress(keeper_acl), abi=get_abi(self.chain, "keeper_acl"), ) self.base_usd_oracle: Contract = self.web3.eth.contract( address=self.web3.toChecksumAddress(base_oracle_address), abi=get_abi(self.chain, "oracle"), ) # Times of last harvest if self.chain in [Network.Ethereum, Network.Fantom]: self.last_harvest_times = get_last_harvest_times( self.web3, self.keeper_acl, start_block=self.web3.eth.block_number - seconds_to_blocks(MAX_TIME_BETWEEN_HARVESTS), chain=self.chain, ) else: # Don't care about poly/arbitrum self.last_harvest_times = {} self.use_flashbots = use_flashbots self.discord_url = discord_url ... [26 more functiondefs truncated] ... Error: IndentationError: unexpected indent
|
Fixed Code: import logging import os from decimal import Decimal from time import sleep import requests from hexbytes import HexBytes from web3 import Web3 from web3 import contract from web3.contract import Contract from config.constants import BASE_CURRENCIES from config.constants import GAS_LIMITS from config.constants import MULTICHAIN_CONFIG from config.enums import Network from src.harvester import IHarvester from src.misc_utils import hours from src.misc_utils import seconds_to_blocks from src.tx_utils import get_effective_gas_price from src.tx_utils import get_gas_price_of_tx Explanation: Fix indentation to match Python syntax rules
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advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 2,582
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport logging\nimport os\nfrom decimal import Decimal\nfrom time import sleep\n\nimport requests\nfrom hexbytes import HexBytes\nfrom web3 import Web3\nfrom web3 import contract\n from web3.contract import Contract\n\nfrom config.constants import BASE_CURRENCIES\nfrom config.constants import GAS_LIMITS\nfrom config.constants import MULTICHAIN_CONFIG\nfrom config.enums import Network\nfrom src.harvester import IHarvester\n from src.misc_utils import hours\nfrom src.misc_utils import seconds_to_blocks\nfrom src.tx_utils import get_effective_gas_price\nfrom src.tx_utils import get_gas_price_of_tx\nfrom src.tx_utils import get_priority_fee\nfrom src.web3_utils import confirm_transaction\nfrom src.utils import get_abi\nfrom src.discord_utils import get_hash_from_failed_tx_error\nfrom src.web3_utils import get_last_harvest_times\nfrom src.token_utils import get_token_price\nfrom src.discord_utils import send_error_to_discord\nfrom src.discord_utils import send_success_to_discord\n\nclass GeneralHarvester(IHarvester):\n def __init__(\n self,\n chain: Network = Network.Ethereum,\n web3: Web3 = None,\n keeper_acl: str = os.getenv(\"KEEPER_ACL\"),\n keeper_address: str = os.getenv(\"KEEPER_ADDRESS\"),\n keeper_key: str = os.getenv(\"KEEPER_KEY\"),\n base_oracle_address: str = os.getenv(\"ETH_USD_CHAINLINK\"),\n use_flashbots: bool = False,\n discord_url: str = None,\n ):\n self.logger = logging.getLogger(__name__)\n self.chain = chain\n self.web3 = web3\n self.keeper_key = keeper_key\n self.keeper_address = keeper_address\n self.keeper_acl: Contract = self.web3.eth.contract(\n address=self.web3.toChecksumAddress(keeper_acl),\n abi=get_abi(self.chain, \"keeper_acl\"),\n )\n self.base_usd_oracle: Contract = self.web3.eth.contract(\n address=self.web3.toChecksumAddress(base_oracle_address),\n abi=get_abi(self.chain, \"oracle\"),\n )\n # Times of last harvest\n if self.chain in [Network.Ethereum, Network.Fantom]:\n self.last_harvest_times = get_last_harvest_times(\n self.web3,\n self.keeper_acl,\n start_block=self.web3.eth.block_number\n - seconds_to_blocks(MAX_TIME_BETWEEN_HARVESTS),\n chain=self.chain,\n )\n else:\n # Don't care about poly/arbitrum\n self.last_harvest_times = {}\n\n self.use_flashbots = use_flashbots\n self.discord_url = discord_url\n\n\n ... [26 more functiondefs truncated] ...\n\n Error: IndentationError: unexpected indent"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport logging\nimport os\nfrom decimal import Decimal\nfrom time import sleep\n\nimport requests\nfrom hexbytes import HexBytes\nfrom web3 import Web3\nfrom web3 import contract\nfrom web3.contract import Contract\n\nfrom config.constants import BASE_CURRENCIES\nfrom config.constants import GAS_LIMITS\nfrom config.constants import MULTICHAIN_CONFIG\nfrom config.enums import Network\nfrom src.harvester import IHarvester\nfrom src.misc_utils import hours\nfrom src.misc_utils import seconds_to_blocks\nfrom src.tx_utils import get_effective_gas_price\nfrom src.tx_utils import get_gas_price_of_tx\n\n Explanation: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
bcaa742ec3f2633707689915b345db35e3f84a87
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python # License: Apache-2.0 # Copyright (C) 2020 Mikhail f. Shiryaev class Column(object): " Represents ClickHouse column """ def __init__( self, database: str, table: str, name: str, type: str, default_kind: str, default_expression: str, comment: str, compression_codec: str, is_in_partition_key: bool, is_in_sorting_key: bool, is_in_primary_key: bool, is_in_sampling_key: bool, ): self.database = database self.table = table self.name = name self.type = type self.default_kind = default_kind self.default_expression = default_expression self.comment = comment self.compression_codec = compression_codec self.is_in_partition_key = is_in_partition_key self.is_in_sorting_key = is_in_sorting_key self.is_in_primary_key = is_in_primary_key self.is_in_sampling_key = is_in_sampling_key @property def db_table(self): return "{}.{}".format(self.database, self.table) def __str__(self): return self.name
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 8 • Block at line 7 has no indented body • Unterminated string literal at line 8 Fixes: • Add closing quote at line 8 • Add closing quote to string literal
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 3
| 1
| 1,166
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\n# License: Apache-2.0\n# Copyright (C) 2020 Mikhail f. Shiryaev\n\n\nclass Column(object):\n\"\n Represents ClickHouse column\n \"\"\"\n\n def __init__(\n self,\n database: str,\n table: str,\n name: str,\n type: str,\n default_kind: str,\n default_expression: str,\n comment: str,\n compression_codec: str,\n is_in_partition_key: bool,\n is_in_sorting_key: bool,\n is_in_primary_key: bool,\n is_in_sampling_key: bool,\n ):\n self.database = database\n self.table = table\n self.name = name\n self.type = type\n self.default_kind = default_kind\n self.default_expression = default_expression\n self.comment = comment\n self.compression_codec = compression_codec\n self.is_in_partition_key = is_in_partition_key\n self.is_in_sorting_key = is_in_sorting_key\n self.is_in_primary_key = is_in_primary_key\n self.is_in_sampling_key = is_in_sampling_key\n\n @property\n def db_table(self):\n return \"{}.{}\".format(self.database, self.table)\n\n def __str__(self):\n return self.name"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 8\n \u2022 Block at line 7 has no indented body\n \u2022 Unterminated string literal at line 8\n\n Fixes:\n \u2022 Add closing quote at line 8\n \u2022 Add closing quote to string literal"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
bcaab7186ea62c16403a777679f43c5651b2eeea
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 import os import sys MAX = 8 fpath = sys.argv[1] name = sys.argv[2] with open(fpath, "rb") as fh: sys.stdout.write("char %s[] = {" % (name,) ) i = 0 while True: if i > 0: ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: sys.stdout.write(", ") if i % MAX == 0: sys.stdout.write("\n\t")
|
intermediate
|
general
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 218
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport os\nimport sys\n\nMAX = 8\n\nfpath = sys.argv[1]\nname = sys.argv[2]\n\nwith open(fpath, \"rb\") as fh:\n sys.stdout.write(\"char %s[] = {\" % (name,) )\n\n i = 0\n while True:\n if i > 0:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n sys.stdout.write(\", \")\n\n if i % MAX == 0:\n sys.stdout.write(\"\\n\\t\")"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
bcaae8938e310a72ba14496462496246c713e82d
|
TheStack--python--000.parquet
|
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