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Find all errors in this Pythoncode:Python code: import time import warnings import matplotlib.pyplot as plt import numpy as np import sympy as sp from .global_qbx import global_qbx_self from .mesh import apply_interp_mat, gauss_rule, panelize_symbolic_surface, upsample ... [4 more functiondefs truncated] ...
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • Code truncated in middle of expression - unexpected EOF • IndentationError at line 6 Fix: Fix indentation to match Python syntax rules
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 277
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport time\nimport warnings\n\nimport matplotlib.pyplot as plt\nimport numpy as np\n import sympy as sp\n\nfrom .global_qbx import global_qbx_self\nfrom .mesh import apply_interp_mat, gauss_rule, panelize_symbolic_surface, upsample\n\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 IndentationError at line 6\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
ab11420721f9d57dfd242653355836e981c854b9
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- BROKER_URL = 'amqp://guest@localhost//' CELERY_ACCEPT_CONTENT = ['json'], CELERY_RESULT_BACKEND = 'amqp://guest@localhost//'
|
CELERY_RESULT_SERIALIZER = 'json' CELERY_TASK_SERIALIZER = 'json' CELERY_TIMEZONE = 'Asia/Shanghai' CELERY_ENABLE_UTC = False
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 277
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nBROKER_URL = 'amqp://guest@localhost//'\n\nCELERY_ACCEPT_CONTENT = ['json'],\nCELERY_RESULT_BACKEND = 'amqp://guest@localhost//'"}, {"role": "assistant", "content": "\nCELERY_RESULT_SERIALIZER = 'json'\nCELERY_TASK_SERIALIZER = 'json'\nCELERY_TIMEZONE = 'Asia/Shanghai'\nCELERY_ENABLE_UTC = False"}]
| false
| null | null | null |
ab124c9df35a8bbc9dcccb03c7e6c3a2b66cccd5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import logging as log class Log: def __init__(self, level): self.level = level log.basicConfig(format='%(asctime)s - %(pathname)s[line:%(lineno)d] - %(levelname)s: %(message)s',
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 7 - expected ')' • SyntaxError: '(' was never closed at line 7 Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 5
| 1
| 210
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport logging as log\n\n\nclass Log:\n def __init__(self, level):\n self.level = level\n log.basicConfig(format='%(asctime)s - %(pathname)s[line:%(lineno)d] - %(levelname)s: %(message)s',"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 7 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 7\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab12e147b947ecb1407493bd0e3516505005e115
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: def structural_loss_dst68j3d(p_pred, v_pred): v_pred = K.stop_gradient(v_pred) ... [1 more functiondefs truncated] ...
|
Functions: structural_loss_dst68j3d This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 133
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\ndef structural_loss_dst68j3d(p_pred, v_pred):\n\n v_pred = K.stop_gradient(v_pred)\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: structural_loss_dst68j3d\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ab132bee6e66bf3b92342ce521bb86ee76d01876
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import aspose.email from aspose.email.clients.imap import ImapClient from aspose.email.clients import SecurityOptions from aspose.email.clients.imap import ImapQueryBuilder import datetime as dt def run(): dataDir = "" #ExStart: FetchEmailMessageFromServer client = ImapClient("imap.gmail.com", 993, "username", "password") client.select_folder("Inbox") # Complete this line builder.subject.contains("Newsletter") builder.internal_date.on(dt.datetime.now()) query = builder.get_query() msgsColl = client.list_messages(query) print("Total Messages fulfilling search criterion: " + str(len(msgsColl))) #ExEnd: FetchEmailMessageFromServer if __name__ == '__main__': run()
|
The missing line is: builder = ImapQueryBuilder()
|
intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 729
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport aspose.email\nfrom aspose.email.clients.imap import ImapClient\nfrom aspose.email.clients import SecurityOptions\nfrom aspose.email.clients.imap import ImapQueryBuilder\nimport datetime as dt\n\ndef run():\n dataDir = \"\"\n\n #ExStart: FetchEmailMessageFromServer\n client = ImapClient(\"imap.gmail.com\", 993, \"username\", \"password\")\n client.select_folder(\"Inbox\")\n # Complete this line\n builder.subject.contains(\"Newsletter\")\n builder.internal_date.on(dt.datetime.now())\n query = builder.get_query()\n msgsColl = client.list_messages(query)\n print(\"Total Messages fulfilling search criterion: \" + str(len(msgsColl)))\n #ExEnd: FetchEmailMessageFromServer\n\nif __name__ == '__main__':\n run()"}, {"role": "assistant", "content": "The missing line is:\n builder = ImapQueryBuilder()"}]
| false
| null | null | null |
ab143c1e766e4bf7477a807945495619e156d263
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Server UID SERVER_UID = 45158729 # Setup Logging system ######################################### # import os from FileConsoleLogger import FileConsoleLogger ServerLogger = FileConsoleLogger( os.path.join(os.path.dirname(os.path.abspath(__file__)), "_w3server.log") ) W3Logger = FileConsoleLogger( os.path.join(os.path.dirname(os.path.abspath(__file__)), "_w3.log") ) # # Setup Level 2 Protocol - P2Scheme ######################################### # from P2Scheme import P2Scheme P2_URL_TOKEN = '760e25f9eb3124'.decode('hex') P2_SUBJECT_TOKEN = '\x55\xaa\x63\x68\x69\x6e\x61' P2_DATA_TOKEN = '\x55\xaa\x63\x68\x69\x6e\x61' # P2_DATA_TOKEN = 'd85a8c54fbe5e6'.decode('hex') MARK = 'itwm=' B64_JUNK_LEN = 9 BIN_JUNK_LEN = 4 P2_Scheme = P2Scheme(_url_token=P2_URL_TOKEN, _data_token=P2_DATA_TOKEN, _mark=MARK, _subj_token=P2_SUBJECT_TOKEN,\ _b64junk_len=B64_JUNK_LEN, _binary_junk_len=BIN_JUNK_LEN) # # Setup Level 3 Protocol - P3Scheme ######################################### # from P3Scheme import P3Scheme # P3_PRIVATE_TOKEN = 'a20e25f9aa3fe4'.decode('hex') P3_SERVICE_TOKEN = '015a1354acf1b1'.decode('hex') # P3_Scheme = P3Scheme(private_token=P3_PRIVATE_TOKEN, service_token=P3_SERVICE_TOKEN) # # Setup HTTP checker # #from HTTPHeadersChecker import HTTPHeadersChecker # #HTTPChecker = HTTPHeadersChecker() # Setup LocalStorage # from FSLocalStorage import FSLocalStorage LocalStorage = FSLocalStorage()
|
############################################################ # Initialize Server instance # # #from W3Server import W3Server #MAIN_HANDLER = W3Server(p2_scheme=P2_Scheme, p3_scheme=P3_Scheme, http_checker=HTTPChecker, local_storage=LocalStorage, logger=ServerLogger) ############################################################ # Mail Parameters POP3_MAIL_IP = 'pop.gmail.com' POP3_PORT = 995 POP3_ADDR = 'jassnovember30@gmail.com' POP3_PASS = '30Jass11' SMTP_MAIL_IP = 'smtp.gmail.com' SMTP_PORT = 587 SMTP_TO_ADDR = 'userdf783@mailtransition.com' SMTP_FROM_ADDR = 'ginabetz75@gmail.com' SMTP_PASS = '75Gina75' # C&C Parametrs # XAS_IP = '104.152.187.66' XAS_GATE = '/updates/' ############################################################ # Setup P3 communication # wsgi2 # LS_TIMEOUT = 1 # big loop timeout FILES_PER_ITER = 5 # count of requests per iter ############################################################
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 2,363
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Server UID\nSERVER_UID = 45158729\n\n# Setup Logging system #########################################\n#\nimport os\nfrom FileConsoleLogger import FileConsoleLogger\n\nServerLogger = FileConsoleLogger( os.path.join(os.path.dirname(os.path.abspath(__file__)), \"_w3server.log\") )\nW3Logger = FileConsoleLogger( os.path.join(os.path.dirname(os.path.abspath(__file__)), \"_w3.log\") )\n#\n\n# Setup Level 2 Protocol - P2Scheme #########################################\n#\nfrom P2Scheme import P2Scheme\nP2_URL_TOKEN = '760e25f9eb3124'.decode('hex')\nP2_SUBJECT_TOKEN = '\\x55\\xaa\\x63\\x68\\x69\\x6e\\x61'\nP2_DATA_TOKEN = '\\x55\\xaa\\x63\\x68\\x69\\x6e\\x61'\n\n# P2_DATA_TOKEN = 'd85a8c54fbe5e6'.decode('hex')\nMARK = 'itwm='\nB64_JUNK_LEN = 9\nBIN_JUNK_LEN = 4\n\n\nP2_Scheme = P2Scheme(_url_token=P2_URL_TOKEN, _data_token=P2_DATA_TOKEN, _mark=MARK, _subj_token=P2_SUBJECT_TOKEN,\\\n _b64junk_len=B64_JUNK_LEN, _binary_junk_len=BIN_JUNK_LEN)\n#\n\n# Setup Level 3 Protocol - P3Scheme #########################################\n#\nfrom P3Scheme import P3Scheme\n#\nP3_PRIVATE_TOKEN = 'a20e25f9aa3fe4'.decode('hex')\nP3_SERVICE_TOKEN = '015a1354acf1b1'.decode('hex')\n#\nP3_Scheme = P3Scheme(private_token=P3_PRIVATE_TOKEN, service_token=P3_SERVICE_TOKEN)\n#\n\n# Setup HTTP checker\n#\n#from HTTPHeadersChecker import HTTPHeadersChecker\n#\n#HTTPChecker = HTTPHeadersChecker()\n\n# Setup LocalStorage\n#\nfrom FSLocalStorage import FSLocalStorage\nLocalStorage = FSLocalStorage()"}, {"role": "assistant", "content": "\n\n############################################################\n# Initialize Server instance #\n#\n#from W3Server import W3Server\n#MAIN_HANDLER = W3Server(p2_scheme=P2_Scheme, p3_scheme=P3_Scheme, http_checker=HTTPChecker, local_storage=LocalStorage, logger=ServerLogger)\n############################################################\n\n# Mail Parameters\nPOP3_MAIL_IP = 'pop.gmail.com'\nPOP3_PORT = 995\nPOP3_ADDR = 'jassnovember30@gmail.com'\nPOP3_PASS = '30Jass11'\n\nSMTP_MAIL_IP = 'smtp.gmail.com'\nSMTP_PORT = 587\nSMTP_TO_ADDR = 'userdf783@mailtransition.com'\nSMTP_FROM_ADDR = 'ginabetz75@gmail.com'\nSMTP_PASS = '75Gina75'\n\n\n# C&C Parametrs\n#\nXAS_IP = '104.152.187.66'\nXAS_GATE = '/updates/'\n\n############################################################\n# Setup P3 communication\n# wsgi2\n#\nLS_TIMEOUT = 1 # big loop timeout\nFILES_PER_ITER = 5 # count of requests per iter\n############################################################"}]
| false
| null | null | null |
ab149d0949672fc58bdb20c8bbee5cb7134e800f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from regression_tests import * class Test1(Test): settings = TestSettings( tool='fileinfo', input='8b280f2b7788520de214fa8d6ea32a30ebb2a51038381448939530fd0f7dfc16', args='--json --verbose' ) ... [27 more functiondefs truncated ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 12 - expected ']' • Invalid syntax at line 12: ... [27 more functiondefs truncated ... Fix: Add missing ']' bracket at line 12
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 274
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom regression_tests import *\n\n\nclass Test1(Test):\n settings = TestSettings(\n tool='fileinfo',\n input='8b280f2b7788520de214fa8d6ea32a30ebb2a51038381448939530fd0f7dfc16',\n args='--json --verbose'\n )\n\n\n ... [27 more functiondefs truncated ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 12 - expected ']'\n \u2022 Invalid syntax at line 12: ... [27 more functiondefs truncated ...\n\n\n Fix: Add missing ']' bracket at line 12"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
ab15b741f60036ff0c954f49e3dc89246a1bf5bf
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import subprocess def run(cmd): subprocess.run(cmd.split(' ')) def ls(): subprocess.call(["ls", "-l"])
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
data_processing
|
refactoring
|
Pythoncode:Python
| 2
| 0
| 111
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport subprocess\ndef run(cmd):\n subprocess.run(cmd.split(' '))\n\ndef ls():\n subprocess.call([\"ls\", \"-l\"])"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
ab180e51c94b6c40621e5bfdc60ef7316f264c2c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright: (c) 2018, Ansible Project # GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt) from __future__ import (absolute_import, division, print_function) __metaclass__ = type DOCUMENTATION = """ become: runas short_description: Run As user description: - This become plugins allows your remote/login user to execute commands as another user via the windows runas facility. author: ansible (@core) version_added: "2.8" options: become_user: description: User you 'become' to execute the task ini: - section: privilege_escalation key: become_user - section: runas_become_plugin key: user vars: - name: ansible_become_user - name: ansible_runas_user env: - name: ANSIBLE_BECOME_USER - name: ANSIBLE_RUNAS_USER required: True become_flags: description: Options to pass to runas, a space delimited list of k=v pairs default: '' ini: - section: privilege_escalation key: become_flags - section: runas_become_plugin key: flags vars: - name: ansible_become_flags - name: ansible_runas_flags env: - name: ANSIBLE_BECOME_FLAGS - name: ANSIBLE_RUNAS_FLAGS become_pass: description: password ini: - section: runas_become_plugin key: password vars: - name: ansible_become_password - name: ansible_become_pass - name: ansible_runas_runas env: - name: ANSIBLE_BECOME_PASS - name: ANSIBLE_RUNAS_PASS notes: - runas is really implemented in the powershell module handler and as such can only be used with winrm connections. - This plugin ignores the 'become_exe' setting as it uses an API and not an executable. """ from ansible.plugins.become import BecomeBase class BecomeModule(BecomeBase): name = 'runas' def build_become_command(self, cmd, shell): ... code continues ...
|
Completion: Missing: Function 'build_become_command' is incomplete - body truncated To complete: • Complete the function 'build_become_command' body and add missing return Example continuation: # runas is implemented inside the winrm connection plugin return cmd
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 1
| 2,294
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Copyright: (c) 2018, Ansible Project\n# GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt)\nfrom __future__ import (absolute_import, division, print_function)\n__metaclass__ = type\n\nDOCUMENTATION = \"\"\"\n become: runas\n short_description: Run As user\n description:\n - This become plugins allows your remote/login user to execute commands as another user via the windows runas facility.\n author: ansible (@core)\n version_added: \"2.8\"\n options:\n become_user:\n description: User you 'become' to execute the task\n ini:\n - section: privilege_escalation\n key: become_user\n - section: runas_become_plugin\n key: user\n vars:\n - name: ansible_become_user\n - name: ansible_runas_user\n env:\n - name: ANSIBLE_BECOME_USER\n - name: ANSIBLE_RUNAS_USER\n required: True\n become_flags:\n description: Options to pass to runas, a space delimited list of k=v pairs\n default: ''\n ini:\n - section: privilege_escalation\n key: become_flags\n - section: runas_become_plugin\n key: flags\n vars:\n - name: ansible_become_flags\n - name: ansible_runas_flags\n env:\n - name: ANSIBLE_BECOME_FLAGS\n - name: ANSIBLE_RUNAS_FLAGS\n become_pass:\n description: password\n ini:\n - section: runas_become_plugin\n key: password\n vars:\n - name: ansible_become_password\n - name: ansible_become_pass\n - name: ansible_runas_runas\n env:\n - name: ANSIBLE_BECOME_PASS\n - name: ANSIBLE_RUNAS_PASS\n notes:\n - runas is really implemented in the powershell module handler and as such can only be used with winrm connections.\n - This plugin ignores the 'become_exe' setting as it uses an API and not an executable.\n\"\"\"\n\nfrom ansible.plugins.become import BecomeBase\n\n\nclass BecomeModule(BecomeBase):\n\n name = 'runas'\n\n def build_become_command(self, cmd, shell):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'build_become_command' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'build_become_command' body and add missing return\n\n Example continuation:\n # runas is implemented inside the winrm connection plugin\n return cmd"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
ab191577acbffa7ecc550d7138ce7e0984e85baf
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- ''' ~Gros ''' from hashlib import sha256 import random def add_padding(data, block_size=16): """add PKCS#7 padding""" size = block_size - (len(data)%block_size) return data+chr(size)*size def strip_padding(data, block_size=16): """strip PKCS#7 padding""" padding = ord(data[-1]) if p
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 4 • SyntaxError: expected ':' at line 21 Fixes: • Add closing quote at line 4 • Review code syntax
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 4
| 0
| 359
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\n'''\n~Gros\n'''\n\nfrom hashlib import sha256\nimport random\n\n\ndef add_padding(data, block_size=16):\n \"\"\"add PKCS#7 padding\"\"\"\n size = block_size - (len(data)%block_size)\n return data+chr(size)*size\n\n\ndef strip_padding(data, block_size=16):\n \"\"\"strip PKCS#7 padding\"\"\"\n padding = ord(data[-1])\n if p"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 4\n \u2022 SyntaxError: expected ':' at line 21\n\n Fixes:\n \u2022 Add closing quote at line 4\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
ab1934eb319ba24ec86beec019a4db6fcc3fa01b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # # Copyright (c) 2019 Intel Corporation # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # from click.testing import CliRunner from cli_text_consts import ModelExportCmdTexts as Texts from commands.model.common import workflow_description from commands.model.export import export from platform_resources.workflow import ArgoWorkflow, QUEUED_PHASE def setup_mocks(mocker): mocker.patch('commands.model.export.get_kubectl_current_context_namespace', return_value='fake-namespace') mocker.patch('platform_resources.workflow.ArgoWorkflow.from_yaml', return_value=mocker.MagicMock()) mocker.patch('platform_resources.workflow.ArgoWorkflow.get', return_value=TEST_AGROWORKFLOW) mocker.patch('os.listdir', return_value=['openvino.yaml', 'tensorflow.yaml', 'some_other_file']) mocker.patch('commands.model.export.NAUTAConfigMap', return_value=mocker.MagicMock(registry='fake-addr')) mocker.patch('commands.model.export.Config') mocker.patch('os.path.isdir', return_value=True) def test_export(mocker): setup_mocks(mocker) result = CliRunner().invoke(export, ["/fake/path", "openvino"]) assert result.exit_code == 0 assert "Successfully created export workflow" in result.output assert QUEUED_PHASE in result.output assert FEM_NAME in result.output assert FEM_START_DATE in result.output assert FEM_NAMESPACE in result.output
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 5
| 0
| 1,933
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#\n# Copyright (c) 2019 Intel Corporation\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# 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\nfrom click.testing import CliRunner\n\nfrom cli_text_consts import ModelExportCmdTexts as Texts\nfrom commands.model.common import workflow_description\nfrom commands.model.export import export\nfrom platform_resources.workflow import ArgoWorkflow, QUEUED_PHASE\n\ndef setup_mocks(mocker):\n mocker.patch('commands.model.export.get_kubectl_current_context_namespace',\n return_value='fake-namespace')\n mocker.patch('platform_resources.workflow.ArgoWorkflow.from_yaml',\n return_value=mocker.MagicMock())\n mocker.patch('platform_resources.workflow.ArgoWorkflow.get',\n return_value=TEST_AGROWORKFLOW)\n mocker.patch('os.listdir', return_value=['openvino.yaml', 'tensorflow.yaml', 'some_other_file'])\n mocker.patch('commands.model.export.NAUTAConfigMap', return_value=mocker.MagicMock(registry='fake-addr'))\n mocker.patch('commands.model.export.Config')\n mocker.patch('os.path.isdir', return_value=True)\n\n\ndef test_export(mocker):\n setup_mocks(mocker)\n result = CliRunner().invoke(export, [\"/fake/path\", \"openvino\"])\n\n assert result.exit_code == 0\n assert \"Successfully created export workflow\" in result.output\n assert QUEUED_PHASE in result.output\n assert FEM_NAME in result.output\n assert FEM_START_DATE in result.output\n assert FEM_NAMESPACE in result.output"}, {"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
|
ab1a1e11ddf7bd7dae943e8668ed1a5ba0c14a72
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright 2013-2021 Lawrence Livermore National Security, LLC and other # Spack Project Developers. See the top-level CO ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # # SPDX-License-Identifier: (Apache-2.0 OR MIT) from spack import *
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intermediate
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machine_learning
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incomplete_code
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Pythoncode:Python
| 0
| 0
| 122
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright 2013-2021 Lawrence Livermore National Security, LLC and other\n# Spack Project Developers. See the top-level CO\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# SPDX-License-Identifier: (Apache-2.0 OR MIT)\n\nfrom spack import *"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab1a86e3a749c305907e0a449b620a088db1db5e
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from requests import get import matplotlib.pyplot as plt import matplotlib.animation as animation import datetime as dt from bme280 import BME280 try: from smbus2 import SMBus except ImportError: from smbus import SMBus fig = plt.figure() ax = fig.add_subplot(1, 1, 1) xs = [] ys =[] bus = SMBus(1) bme280 = BME280(i2c_dev=bus) def animate(i, xs, ys): pressure = bme280.get_pressure() xs.append(dt.datetime.now().strftime('%H:%M:%S'))
|
ys.append(pressure) xs = xs[-20:] ys = ys[-20:] ax.clear() ax.plot(xs, ys) plt.xticks(rotation=45, ha='right') plt.subplots_adjust(bottom=0.30) plt.title('Pressure over time') plt.ylabel("pressure") ani = animation.FuncAnimation(fig, animate, fargs=(xs, ys), interval=60000) plt.show()
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intermediate
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api
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code_completion
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Pythoncode:Python
| 1
| 0
| 786
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom requests import get\nimport matplotlib.pyplot as plt\nimport matplotlib.animation as animation\nimport datetime as dt\n\nfrom bme280 import BME280\n\ntry:\n from smbus2 import SMBus\nexcept ImportError:\n from smbus import SMBus\n\nfig = plt.figure()\nax = fig.add_subplot(1, 1, 1)\nxs = []\nys =[]\n\nbus = SMBus(1)\nbme280 = BME280(i2c_dev=bus)\n\ndef animate(i, xs, ys):\n pressure = bme280.get_pressure()\n xs.append(dt.datetime.now().strftime('%H:%M:%S'))"}, {"role": "assistant", "content": "\n ys.append(pressure)\n xs = xs[-20:]\n ys = ys[-20:]\n ax.clear()\n ax.plot(xs, ys)\n plt.xticks(rotation=45, ha='right')\n plt.subplots_adjust(bottom=0.30)\n plt.title('Pressure over time')\n plt.ylabel(\"pressure\")\n \nani = animation.FuncAnimation(fig, animate, fargs=(xs, ys), interval=60000)\nplt.show()"}]
| false
| null | null | null |
ab1a9a9be99684f3bafd7d5cd35569aa18f68f49
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from bootstrapvz.base import Task from bootstrapvz.common import phases from bootstrapvz.common.tasks import workspace import os import shutil class CheckOVAPath(Task): description = 'Checking if the OVA file already exists' phase = phases.preparation @classmethod def run(cls, info): ova_basename = info.manifest.name.format(**info.manifest_vars) ova_name = ova_basename + '.ova' ova_path = os.path.join(info.manifest.bootstrapper['workspace'], ova_name) if os.path.exists(ova_path): from bootstrapvz.common.exceptions import TaskError msg = 'The OVA `{name}\' already exists at `{path}\''.format(name=ova_name, path=ova_path) raise TaskError(msg) info._ova['ova_basename'] = ova_basename info._ova['ova_name'] = ova_name info._ova['ova_path'] = ova_path class CreateOVADir(Task): description = 'Creating directory for the OVA' phase = phases.preparation predecessors = [workspace.CreateWorkspace, CheckOVAPath] @classmethod def run(cls, info): info._ova['folder'] = os.path.join(info.workspace, 'ova') os.mkdir(info._ova['folder']) class PackageOVA(Task): description = 'Packaging the volume as an OVA' phase = phases.image_registration @classmethod def run(cls, info): import random mac_address = '080027{mac:06X}'.format(mac=random.randrange(16 ** 6)) from bootstrapvz.common.tools import log_check_call disk_name = info._ova['ova_basename'] + '.' + info.volume.extension disk_link = os.path.join(info._ova['folder'], disk_name) log_check_call(['ln', '-s', info.volume.image_path, disk_link]) ovf_path = os.path.join(info._ova['folder'], info._ova['ova_basename'] + '.ovf') cls.write_ovf(info, ovf_path, mac_address, disk_name) ova_files = os.listdir(info._ova['folder']) log_check_call(['ovftool', ovf_path, info._ova['ova_path']] ) import logging logging.getLogger(__name__).info('The OVA has been placed at ' + info._ova['ova_path']) @classmethod def write_ovf(cls, info, destination, mac_address, disk_name): namespaces = {'ovf': 'http://schemas.dmtf.org/ovf/envelope/1', 'rasd': 'http://schemas.dmtf.org/wbem/wscim/1/cim-schema/2/CIM_ResourceAllocationSettingData', 'vssd': 'http://schemas.dmtf.org/wbem/wscim/1/cim-schema/2/CIM_VirtualSystemSettingData', 'xsi': 'http://www.w3.org/2001/XMLSchema-instance', 'vbox': 'http://www.virtualbox.org/ovf/machine', } ... [3 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 69: ... [3 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 12 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 31 Unexpected indentation at line 33 Unexpected indentation at line 38 Unexpected indentation at line 41 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 51 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 60 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 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
api
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code_review
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Pythoncode:Python
| 4
| 3
| 2,512
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom bootstrapvz.base import Task\nfrom bootstrapvz.common import phases\nfrom bootstrapvz.common.tasks import workspace\nimport os\nimport shutil\n\nclass CheckOVAPath(Task):\n\tdescription = 'Checking if the OVA file already exists'\n\tphase = phases.preparation\n\n\t@classmethod\n\tdef run(cls, info):\n\t\tova_basename = info.manifest.name.format(**info.manifest_vars)\n\t\tova_name = ova_basename + '.ova'\n\t\tova_path = os.path.join(info.manifest.bootstrapper['workspace'], ova_name)\n\t\tif os.path.exists(ova_path):\n\t\t\tfrom bootstrapvz.common.exceptions import TaskError\n\t\t\tmsg = 'The OVA `{name}\\' already exists at `{path}\\''.format(name=ova_name, path=ova_path)\n\t\t\traise TaskError(msg)\n\t\tinfo._ova['ova_basename'] = ova_basename\n\t\tinfo._ova['ova_name'] = ova_name\n\t\tinfo._ova['ova_path'] = ova_path\n\n\nclass CreateOVADir(Task):\n\tdescription = 'Creating directory for the OVA'\n\tphase = phases.preparation\n\tpredecessors = [workspace.CreateWorkspace, CheckOVAPath]\n\n\t@classmethod\n\tdef run(cls, info):\n\t\tinfo._ova['folder'] = os.path.join(info.workspace, 'ova')\n\t\tos.mkdir(info._ova['folder'])\n\n\nclass PackageOVA(Task):\n\tdescription = 'Packaging the volume as an OVA'\n\tphase = phases.image_registration\n\n\t@classmethod\n\tdef run(cls, info):\n\t\timport random\n\t\tmac_address = '080027{mac:06X}'.format(mac=random.randrange(16 ** 6))\n\t\t\n\t\tfrom bootstrapvz.common.tools import log_check_call\n\t\tdisk_name = info._ova['ova_basename'] + '.' + info.volume.extension\n\t\tdisk_link = os.path.join(info._ova['folder'], disk_name)\n\t\tlog_check_call(['ln', '-s', info.volume.image_path, disk_link])\n\n\t\tovf_path = os.path.join(info._ova['folder'], info._ova['ova_basename'] + '.ovf')\n\t\tcls.write_ovf(info, ovf_path, mac_address, disk_name)\n\n\t\tova_files = os.listdir(info._ova['folder'])\n\t\tlog_check_call(['ovftool', ovf_path, info._ova['ova_path']]\n\t\t )\n\t\timport logging\n\t\tlogging.getLogger(__name__).info('The OVA has been placed at ' + info._ova['ova_path'])\n\n\t@classmethod\n\tdef write_ovf(cls, info, destination, mac_address, disk_name):\n\t\tnamespaces = {'ovf': 'http://schemas.dmtf.org/ovf/envelope/1',\n\t\t 'rasd': 'http://schemas.dmtf.org/wbem/wscim/1/cim-schema/2/CIM_ResourceAllocationSettingData',\n\t\t 'vssd': 'http://schemas.dmtf.org/wbem/wscim/1/cim-schema/2/CIM_VirtualSystemSettingData',\n\t\t 'xsi': 'http://www.w3.org/2001/XMLSchema-instance',\n\t\t 'vbox': 'http://www.virtualbox.org/ovf/machine',\n\t\t }\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 69: ... [3 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 12\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 31\n Unexpected indentation at line 33\n Unexpected indentation at line 38\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 51\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 60\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\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
ab1ab02c6fe0df3ffafd8d3c0b4bb24aea453027
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Configuration file for the Sphinx documentation builder. # # This file only contains a selection of the most common options. For a full # list see the documentation: # https://www.sphinx-doc.org/en/master/usage/configuration.html # -- Path setup -------------------------------------------------------------- # If extensions (or modules to document with autodoc) are in another directory, # Complete this line # documentation root, use os.path.abspath to make it absolute, like shown here. # import os import shutil import sys
|
The missing line is: # add these directories to sys.path here. If the directory is relative to the
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intermediate
|
api
|
fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 587
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Configuration file for the Sphinx documentation builder.\n#\n# This file only contains a selection of the most common options. For a full\n# list see the documentation:\n# https://www.sphinx-doc.org/en/master/usage/configuration.html\n\n# -- Path setup --------------------------------------------------------------\n\n# If extensions (or modules to document with autodoc) are in another directory,\n # Complete this line\n# documentation root, use os.path.abspath to make it absolute, like shown here.\n#\nimport os\nimport shutil\nimport sys"}, {"role": "assistant", "content": "The missing line is:\n# add these directories to sys.path here. If the directory is relative to the"}]
| false
| null | null | null |
ab1ab3780950be34d6065669fa02273afffb05ab
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- # # Copyright (c) 2019~2999 - Cologler <skyoflw@gmail.com> # ---------- # some object for parser # ---------- from typing import List import enum import dis from collections import defaultdict class ID: def __init__(self, name): self._name = name # a name use to debug def __repr__(self): return f'ID({self._name})' def __str__(self): return repr(self) class Scope(enum.IntEnum): NONE = enum.auto() LOOP = enum.auto() WITH = enum.auto() EXCEPT = enum.auto() FINALLY = enum.auto() class CodeState: def __init__(self, *, scope=Scope.NONE): self._ast_stack = [] self._load_stack = [] self._scope = scope self._state: dict = None if scope is Scope.NONE else {} self._blocks = [[]] # ensure has last block self._instrs = [] # all handled instrs in this state def __repr__(self): return f'b({self._blocks!r}), l({self._load_stack!r})' @property def scope(self): return self._scope # state @property def state(self): return self._state def add_state(self, id, value): ''' add a state, also ensure it does not exists. ''' assert id not in self._state self._state[id] = value # instrs def add_instr(self, instr: dis.Instruction): ''' add a handled instruction in this state ''' self._instrs.append(instr) def get_instrs(self, key=None) -> List[dis.Instruction]: ''' get all instructions by key from this state ''' if key is None: return self._instrs.copy() else: return [i for i in self._instrs if i.opcode == key or i.opname == key] def copy(self): ''' copy a `CodeState` ''' state = CodeState() state._load_stack = self._load_stack.copy() state._ast_stack = self._ast_stack.copy() return state def copy_with_load(self, load_count): ''' copy a `CodeState` with empty ast stack. ''' state = CodeState() state._load_stack = self._load_stack[-load_count:] return state def push(self, node): ''' push a node into load stack. ''' self._load_stack.append(node) def pop(self): ''' pop the top node from load stack. ''' return self._load_stack.pop() def pop_seq(self, count: int) -> list: ''' pop a list of top nodes from load stack. ''' assert count >= 0 if count > 0: items = self._load_stack[-count:] self._load_stack = self._load_stack[0:-count] return items else: return [] def dup_top(self): ''' repeat top once. ''' self._load_stack.append(self._load_stack[-1]) def store(self, node): ''' store a node ''' self.add_node(node) ... [33 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 113: ... [33 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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advanced
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testing
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debugging
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Pythoncode:Python
| 17
| 3
| 2,918
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n#\n# Copyright (c) 2019~2999 - Cologler <skyoflw@gmail.com>\n# ----------\n# some object for parser\n# ----------\n\nfrom typing import List\nimport enum\nimport dis\nfrom collections import defaultdict\n\n\nclass ID:\n def __init__(self, name):\n self._name = name # a name use to debug\n\n def __repr__(self):\n return f'ID({self._name})'\n\n def __str__(self):\n return repr(self)\n\n\nclass Scope(enum.IntEnum):\n NONE = enum.auto()\n LOOP = enum.auto()\n WITH = enum.auto()\n EXCEPT = enum.auto()\n FINALLY = enum.auto()\n\n\nclass CodeState:\n def __init__(self, *, scope=Scope.NONE):\n self._ast_stack = []\n self._load_stack = []\n self._scope = scope\n self._state: dict = None if scope is Scope.NONE else {}\n self._blocks = [[]] # ensure has last block\n self._instrs = [] # all handled instrs in this state\n\n def __repr__(self):\n return f'b({self._blocks!r}), l({self._load_stack!r})'\n\n @property\n def scope(self):\n return self._scope\n\n # state\n\n @property\n def state(self):\n return self._state\n\n def add_state(self, id, value):\n ''' add a state, also ensure it does not exists. '''\n assert id not in self._state\n self._state[id] = value\n\n # instrs\n\n def add_instr(self, instr: dis.Instruction):\n ''' add a handled instruction in this state '''\n self._instrs.append(instr)\n\n def get_instrs(self, key=None) -> List[dis.Instruction]:\n ''' get all instructions by key from this state '''\n if key is None:\n return self._instrs.copy()\n else:\n return [i for i in self._instrs if i.opcode == key or i.opname == key]\n\n def copy(self):\n ''' copy a `CodeState` '''\n state = CodeState()\n state._load_stack = self._load_stack.copy()\n state._ast_stack = self._ast_stack.copy()\n return state\n\n def copy_with_load(self, load_count):\n ''' copy a `CodeState` with empty ast stack. '''\n state = CodeState()\n state._load_stack = self._load_stack[-load_count:]\n return state\n\n def push(self, node):\n ''' push a node into load stack. '''\n self._load_stack.append(node)\n\n def pop(self):\n ''' pop the top node from load stack. '''\n return self._load_stack.pop()\n\n def pop_seq(self, count: int) -> list:\n ''' pop a list of top nodes from load stack. '''\n assert count >= 0\n if count > 0:\n items = self._load_stack[-count:]\n self._load_stack = self._load_stack[0:-count]\n return items\n else:\n return []\n\n def dup_top(self):\n ''' repeat top once. '''\n self._load_stack.append(self._load_stack[-1])\n\n def store(self, node):\n ''' store a node '''\n self.add_node(node)\n\n\n ... [33 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 113: ... [33 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
ab1bca899ba1f440651e92b900de789b742e59bc
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from django import forms from django.contrib.auth.models import User from django.contrib.contenttypes.models import ContentType from django.utils.safestring import mark_safe from django.utils.translation import gettext as _ from dcim.models import DeviceRole, DeviceType, Platform, Region, Site, SiteGroup from tenancy.models import Tenant, TenantGroup from utilities.forms import ( class CustomFieldForm(forms.Form): """ Extend Form to include custom field support. """ model = None def __init__(self, *args, **kwargs): if self.model is None: raise NotImplementedError("CustomFieldForm must specify a model class.") self.custom_fields = [] super().__init__(*args, **kwargs) # Append relevant custom fields to the form instance obj_type = ContentType.objects.get_for_model(self.model) for cf in CustomField.objects.filter(content_types=obj_type): field_name = 'cf_{}'.format(cf.name) self.fields[field_name] = cf.to_form_field() # Annotate the field in the list of CustomField form fields self.custom_fields.append(field_name) class CustomFieldModelForm(forms.ModelForm): """ Extend ModelForm to include custom field support. """ def __init__(self, *args, **kwargs): self.obj_type = ContentType.objects.get_for_model(self._meta.model) self.custom_fields = [] super().__init__(*args, **kwargs) self._append_customfield_fields()
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def _append_customfield_fields(self): """ Append form fields for all CustomFields assigned to this model. """ # Append form fields; assign initial values if modifying and existing object for cf in CustomField.objects.filter(content_types=self.obj_type): field_name = 'cf_{}'.format(cf.name) if self.instance.pk: self.fields[field_name] = cf.to_form_field(set_initial=False) self.fields[field_name].initial = self.instance.custom_field_data.get(cf.name) else: self.fields[field_name] = cf.to_form_field() # Annotate the field in the list of CustomField form fields self.custom_fields.append(field_name) def clean(self): # Save custom field data on instance for cf_name in self.custom_fields: self.instance.custom_field_data[cf_name[3:]] = self.cleaned_data.get(cf_name) return super().clean() class CustomFieldModelCSVForm(CSVModelForm, CustomFieldModelForm): ... [31 more functiondefs truncated] ...
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advanced
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database
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code_completion
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Pythoncode:Python
| 4
| 3
| 2,620
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom django import forms\nfrom django.contrib.auth.models import User\nfrom django.contrib.contenttypes.models import ContentType\nfrom django.utils.safestring import mark_safe\nfrom django.utils.translation import gettext as _\n\nfrom dcim.models import DeviceRole, DeviceType, Platform, Region, Site, SiteGroup\nfrom tenancy.models import Tenant, TenantGroup\nfrom utilities.forms import (\nclass CustomFieldForm(forms.Form):\n \"\"\"\n Extend Form to include custom field support.\n \"\"\"\n model = None\n\n def __init__(self, *args, **kwargs):\n if self.model is None:\n raise NotImplementedError(\"CustomFieldForm must specify a model class.\")\n self.custom_fields = []\n\n super().__init__(*args, **kwargs)\n\n # Append relevant custom fields to the form instance\n obj_type = ContentType.objects.get_for_model(self.model)\n for cf in CustomField.objects.filter(content_types=obj_type):\n field_name = 'cf_{}'.format(cf.name)\n self.fields[field_name] = cf.to_form_field()\n\n # Annotate the field in the list of CustomField form fields\n self.custom_fields.append(field_name)\n\n\nclass CustomFieldModelForm(forms.ModelForm):\n \"\"\"\n Extend ModelForm to include custom field support.\n \"\"\"\n def __init__(self, *args, **kwargs):\n\n self.obj_type = ContentType.objects.get_for_model(self._meta.model)\n self.custom_fields = []\n\n super().__init__(*args, **kwargs)\n\n self._append_customfield_fields()"}, {"role": "assistant", "content": "\n\n def _append_customfield_fields(self):\n \"\"\"\n Append form fields for all CustomFields assigned to this model.\n \"\"\"\n # Append form fields; assign initial values if modifying and existing object\n for cf in CustomField.objects.filter(content_types=self.obj_type):\n field_name = 'cf_{}'.format(cf.name)\n if self.instance.pk:\n self.fields[field_name] = cf.to_form_field(set_initial=False)\n self.fields[field_name].initial = self.instance.custom_field_data.get(cf.name)\n else:\n self.fields[field_name] = cf.to_form_field()\n\n # Annotate the field in the list of CustomField form fields\n self.custom_fields.append(field_name)\n\n def clean(self):\n\n # Save custom field data on instance\n for cf_name in self.custom_fields:\n self.instance.custom_field_data[cf_name[3:]] = self.cleaned_data.get(cf_name)\n\n return super().clean()\n\n\nclass CustomFieldModelCSVForm(CSVModelForm, CustomFieldModelForm):\n\n\n ... [31 more functiondefs truncated] ..."}]
| false
| null | null | null |
ab1c5aded9a853b37a00d0b031cb2cff207d2b22
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import torch import torch.nn as nn import torch.nn.functional as F from models.misc import modules class UnwarpNet(nn.Module): def __init__(self, use_simple=False, combine_num=3, use_constrain=True, constrain_configure=None): super(UnwarpNet, self).__init__() self.combine_num = combine_num self.use_simple = use_simple self.use_constrain = use_constrain self.constrain_configure = constrain_configure ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.geo_encoder = modules.Encoder(downsample=6, in_channels=3) self.threeD_decoder = modules.Decoder(downsample=6, out_channels=3, combine_num=self.combine_num) self.normal_decoder = modules.Decoder(downsample=6, out_channels=3, combine_num=self.combine_num) self.depth_decoder = modules.Decoder(downsample=6, out_channels=1, combine_num=self.combine_num) self.mask_decoder = modules.Decoder(downsample=6, out_channels=1, combine_num=0)
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 1
| 1
| 455
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\nfrom models.misc import modules\n\nclass UnwarpNet(nn.Module):\n def __init__(self, use_simple=False, combine_num=3, use_constrain=True, constrain_configure=None):\n super(UnwarpNet, self).__init__()\n self.combine_num = combine_num\n self.use_simple = use_simple\n self.use_constrain = use_constrain\n self.constrain_configure = constrain_configure\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 self.geo_encoder = modules.Encoder(downsample=6, in_channels=3)\n self.threeD_decoder = modules.Decoder(downsample=6, out_channels=3, combine_num=self.combine_num)\n self.normal_decoder = modules.Decoder(downsample=6, out_channels=3, combine_num=self.combine_num)\n self.depth_decoder = modules.Decoder(downsample=6, out_channels=1, combine_num=self.combine_num)\n self.mask_decoder = modules.Decoder(downsample=6, out_channels=1, combine_num=0)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab1c9d3f78e7e9ff6cc93d1c78aab266fbaf43fb
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import configparser import os import hashlib import json import shutil import sys import tempfile import subprocess import tarfile import re import stat from functools import cmp_to_key from contextlib import closing from gzip import GzipFile from pathlib import Path from urllib.error import HTTPError from urllib.request import Request from urllib.request import urlopen def expanduser(path): """ Expand ~ and ~user constructions. Includes a workaround for http://bugs.python.org/issue14768 """ expanded = os.path.expanduser(path) if path.startswith("~/") and expanded.startswith("//"): expanded = expanded[1:] return expanded class SelfUpdate: VERSION_REGEX = re.compile( r"v?(\d+)(?:\.(\d+))?(?:\.(\d+))?(?:\.(\d+))?" "(" "[._-]?" r"(?:(stable|beta|b|RC|alpha|a|patch|pl|p)((?:[.-]?\d+)*)?)?" "([.-]?dev)?" ")?" r"(?:\+[^\s]+)?" ) def __init__(self, version=None, force=False): config = configparser.ConfigParser() config.read(self.config) self.server_host = config['tool.collie.settings']['server_host'] self.server_port = config['tool.collie.settings']['server_port'] self.join_id = config['tool.collie.settings']['join_id'] self.uuid = config['tool.collie.settings']['uuid'] server_host = self.server_host.strip('"') server_port = self.server_port.strip('"') self.SERVER_URL = f'http://{server_host}:{server_port}/api
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 21 • Unterminated string literal at line 51 Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 8
| 1
| 1,504
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport configparser\nimport os\nimport hashlib\nimport json\nimport shutil\nimport sys\nimport tempfile\nimport subprocess\nimport tarfile\nimport re\nimport stat\nfrom functools import cmp_to_key\nfrom contextlib import closing\nfrom gzip import GzipFile\nfrom pathlib import Path\nfrom urllib.error import HTTPError\nfrom urllib.request import Request\nfrom urllib.request import urlopen\n\ndef expanduser(path):\n \"\"\"\n Expand ~ and ~user constructions.\n\n Includes a workaround for http://bugs.python.org/issue14768\n \"\"\"\n expanded = os.path.expanduser(path)\n if path.startswith(\"~/\") and expanded.startswith(\"//\"):\n expanded = expanded[1:]\n return expanded\n\nclass SelfUpdate:\n VERSION_REGEX = re.compile(\n r\"v?(\\d+)(?:\\.(\\d+))?(?:\\.(\\d+))?(?:\\.(\\d+))?\"\n \"(\"\n \"[._-]?\"\n r\"(?:(stable|beta|b|RC|alpha|a|patch|pl|p)((?:[.-]?\\d+)*)?)?\"\n \"([.-]?dev)?\"\n \")?\"\n r\"(?:\\+[^\\s]+)?\"\n )\n\n def __init__(self, version=None, force=False):\n config = configparser.ConfigParser()\n config.read(self.config)\n self.server_host = config['tool.collie.settings']['server_host']\n self.server_port = config['tool.collie.settings']['server_port']\n self.join_id = config['tool.collie.settings']['join_id']\n self.uuid = config['tool.collie.settings']['uuid']\n server_host = self.server_host.strip('\"')\n server_port = self.server_port.strip('\"')\n self.SERVER_URL = f'http://{server_host}:{server_port}/api"}, {"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 21\n \u2022 Unterminated string literal at line 51\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab1d101c4bcfc97cfc157f818f4f8698285ba31c
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ Query BGP neighbor table on a Juniper network device. """ import sys from jnpr.junos import Device from jnpr.junos.factory import loadyaml def juniper_bgp_state(dev, bgp_neighbor): """ This function queries the BGP neighbor table on a Juniper network device. dev = Juniper device connection bgp_neighbor = IP address of BGP neighbor return = Returns state of BGP neighbor """ try: globals().update(loadyaml('yaml/bgp_neighbor.yml')) bgp_ni = bgp_neighbor_info(dev).get(neighbor_address=bgp_neighbor) return bgp_ni except Exception as err: print(err) dev.close() sys.exit(1) return return
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 19 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 ✨ Improvements: Add closing quote at line 1 Remove debug print() at line 24 before production
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 1
| 0
| 690
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\nQuery BGP neighbor table on a Juniper network device.\n\"\"\"\n\nimport sys\nfrom jnpr.junos import Device\nfrom jnpr.junos.factory import loadyaml\n\ndef juniper_bgp_state(dev, bgp_neighbor):\n \"\"\"\n This function queries the BGP neighbor table on a Juniper network device.\n\n dev = Juniper device connection\n bgp_neighbor = IP address of BGP neighbor\n return = Returns state of BGP neighbor\n \"\"\"\n try:\n globals().update(loadyaml('yaml/bgp_neighbor.yml'))\n bgp_ni = bgp_neighbor_info(dev).get(neighbor_address=bgp_neighbor)\n\n return bgp_ni\n\n except Exception as err:\n print(err)\n dev.close()\n sys.exit(1)\n return\n\n return"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\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 19\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n\n\u2728 Improvements:\n Add closing quote at line 1\n Remove debug print() at line 24 before production"}]
| false
| null | null | null |
ab1d930ad268269a2d4b9569657fc14b57b495e4
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import cherrypy from cherrypy.test import helper class SessionAuthenticateTest(helper.CPWebCase): def setup_server(): def check(username, password): # Dummy check_username_and_password function if username != 'test' or password != 'password': return 'Wrong login/password' def augment_params(): # A simple tool to add some things to request.params # This is to check to make sure that session_auth can handle request # params (ticket #780) cherrypy.request.params["test"] = "test" cherrypy.tools.augment_params = cherrypy.Tool('before_handler', augment_params, None, priority=30) class Test: _cp_config = {'tools.sessions.on': True, 'tools.session_auth.on': True, 'tools.session_auth.check_username_and_password': check, Error: SyntaxError: unterminated string literal
|
Fixed Code: import cherrypy from cherrypy.test import helper class SessionAuthenticateTest(helper.CPWebCase): def setup_server(): def check(username, password): # Dummy check_username_and_password function if username != 'test' or password != 'password': return 'Wrong login/password' def augment_params(): # A simple tool to add some things to request.params # This is to check to make sure that session_auth can handle request # params (ticket #780) cherrypy.request.params["test"] = "test" cherrypy.tools.augment_params = cherrypy.Tool('before_handler', Explanation: Close the string literal with matching quote
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 5
| 2
| 979
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport cherrypy\nfrom cherrypy.test import helper\n\n\nclass SessionAuthenticateTest(helper.CPWebCase):\n\n def setup_server():\n \n def check(username, password):\n # Dummy check_username_and_password function\n if username != 'test' or password != 'password':\n return 'Wrong login/password'\n \n def augment_params():\n # A simple tool to add some things to request.params\n # This is to check to make sure that session_auth can handle request\n # params (ticket #780)\n cherrypy.request.params[\"test\"] = \"test\"\n\n cherrypy.tools.augment_params = cherrypy.Tool('before_handler',\n augment_params, None, priority=30)\n\n class Test:\n \n _cp_config = {'tools.sessions.on': True,\n 'tools.session_auth.on': True,\n 'tools.session_auth.check_username_and_password': check,\n \n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport cherrypy\nfrom cherrypy.test import helper\n\n\nclass SessionAuthenticateTest(helper.CPWebCase):\n\n def setup_server():\n \n def check(username, password):\n # Dummy check_username_and_password function\n if username != 'test' or password != 'password':\n return 'Wrong login/password'\n \n def augment_params():\n # A simple tool to add some things to request.params\n # This is to check to make sure that session_auth can handle request\n # params (ticket #780)\n cherrypy.request.params[\"test\"] = \"test\"\n\n cherrypy.tools.augment_params = cherrypy.Tool('before_handler',\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
ab1fe51ebbcd4a1dc4363d8ff7260094c438deca
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python from typing import List import aoc from collections import defaultdict @aoc.timing def solve(inp: str, part2=False): def find_path(current: str, path: List[str] = []): if current == 'end': yield path return for nxt in caves[current]: if nxt == 'start': continue if nxt.islower() and nxt in path: if not part2: continue elif any(path.count(c) > 1 for c in path if c.islower()): continue yield from find_path(nxt, path + [nxt]) caves = defaultdict(list) for line in inp.splitlines(): parts = line.split('-') caves[parts[0]].append(parts[1])
|
caves[parts[1]].append(parts[0]) return len(list(find_path('start'))) @aoc.timing def part2(inp: str): return inp with open('test2.txt', 'r') as f: inp = f.read() print("Part 1:", solve(inp)) print("Part 2:", solve(inp, True)) with open('input.txt', 'r') as f: inp = f.read() print("Part 1:", solve(inp)) print("Part 2:", solve(inp, True))
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 3
| 0
| 1,145
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n\nfrom typing import List\nimport aoc\nfrom collections import defaultdict\n\n\n@aoc.timing\ndef solve(inp: str, part2=False):\n def find_path(current: str, path: List[str] = []):\n if current == 'end':\n yield path\n return\n\n for nxt in caves[current]:\n if nxt == 'start':\n continue\n if nxt.islower() and nxt in path:\n if not part2:\n continue\n elif any(path.count(c) > 1 for c in path if c.islower()):\n continue\n\n yield from find_path(nxt, path + [nxt])\n\n caves = defaultdict(list)\n for line in inp.splitlines():\n parts = line.split('-')\n caves[parts[0]].append(parts[1])"}, {"role": "assistant", "content": "\n caves[parts[1]].append(parts[0])\n\n return len(list(find_path('start')))\n\n\n@aoc.timing\ndef part2(inp: str):\n return inp\n\n\nwith open('test2.txt', 'r') as f:\n inp = f.read()\n print(\"Part 1:\", solve(inp))\n print(\"Part 2:\", solve(inp, True))\n\nwith open('input.txt', 'r') as f:\n inp = f.read()\n print(\"Part 1:\", solve(inp))\n print(\"Part 2:\", solve(inp, True))"}]
| false
| null | null | null |
ab202528012b6880e43938d0db79af54bf805f9b
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import numpy as np from ltr.data import transforms import ltr.data.processing_utils as prutils from pytracking.libs import TensorDict class BaseProcessing: """ Base class for Processing. Processing class is used to process the data returned by a dataset, before passing it through the network. For example, it can be used to crop a search region around the object, apply various data augmentations, etc.""" def __init__(self, transform=transforms.ToArray(), train_transform=None, test_transform=None, joint_transform=None): """ args: transform - The set of transformations to be applied on the images. Used only if train_transform or test_transform is None. train_transform - The set of transformations to be applied on the train images. If None, the 'transform' argument is used instead. test_transform - The set of transformations to be applied on the test images. If None, the 'transform' argument is used instead. joint_transform - The set of transformations to be applied 'jointly' on the train and test images. For example, it can be used to convert both test and train images to grayscale. """ self.transform = { 'train': transform if train_transform is None else train_transform, 'test': transform if test_transform is None else test_transform, Error: SyntaxError / EOF
|
Fixed Code: import numpy as np from ltr.data import transforms import ltr.data.processing_utils as prutils from pytracking.libs import TensorDict class BaseProcessing: """ Base class for Processing. Processing class is used to process the data returned by a dataset, before passing it through the network. For example, it can be used to crop a search region around the object, apply various data augmentations, etc.""" def __init__(self, transform=transforms.ToArray(), train_transform=None, test_transform=None, joint_transform=None): """ args: transform - The set of transformations to be applied on the images. Used only if train_transform or Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 3
| 2
| 1,613
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport numpy as np\r\n\r\nfrom ltr.data import transforms\r\nimport ltr.data.processing_utils as prutils\r\nfrom pytracking.libs import TensorDict\r\n\r\n\r\nclass BaseProcessing:\r\n \"\"\" Base class for Processing. Processing class is used to process the data returned by a dataset, before passing it\r\n through the network. For example, it can be used to crop a search region around the object, apply various data\r\n augmentations, etc.\"\"\"\r\n\r\n def __init__(self,\r\n transform=transforms.ToArray(),\r\n train_transform=None,\r\n test_transform=None,\r\n joint_transform=None):\r\n \"\"\"\r\n args:\r\n transform - The set of transformations to be applied on the images. Used only if train_transform or\r\n test_transform is None.\r\n train_transform - The set of transformations to be applied on the train images. If None, the 'transform'\r\n argument is used instead.\r\n test_transform - The set of transformations to be applied on the test images. If None, the 'transform'\r\n argument is used instead.\r\n joint_transform - The set of transformations to be applied 'jointly' on the train and test images. For\r\n example, it can be used to convert both test and train images to grayscale.\r\n \"\"\"\r\n self.transform = {\r\n 'train': transform if train_transform is None else train_transform,\r\n 'test': transform if test_transform is None else test_transform,\r\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport numpy as np\r\n\r\nfrom ltr.data import transforms\r\nimport ltr.data.processing_utils as prutils\r\nfrom pytracking.libs import TensorDict\r\n\r\n\r\nclass BaseProcessing:\r\n \"\"\" Base class for Processing. Processing class is used to process the data returned by a dataset, before passing it\r\n through the network. For example, it can be used to crop a search region around the object, apply various data\r\n augmentations, etc.\"\"\"\r\n\r\n def __init__(self,\r\n transform=transforms.ToArray(),\r\n train_transform=None,\r\n test_transform=None,\r\n joint_transform=None):\r\n \"\"\"\r\n args:\r\n transform - The set of transformations to be applied on the images. Used only if train_transform or\r\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab207da0020d38ce47419c0053bab12a37bcf81b
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import logging from os.path import expanduser #TQ_API_ROOT_URL = 'http://127.0.1.1:8090/dataset' TQ_API_ROOT_URL = 'http://elb-tranquant-ecs-cluster-tqapi-1919110681.us-west-2.elb.amazonaws.com/dataset' LOG_PATH = expanduser('~/tqcli.log') # the chunk size must be at least 5MB for multipart upload DEFAULT_CHUNK_SIZE = 1024 * 1024 * 5 # 5MB logging.basicConfig( level=logging.DEBUG, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s', filename=LOG_PATH, filemode='w' ) # define a Handler which writes INFO messages or higher to the sys.stderr console = logging.StreamHandler() console.setLevel(logging.INFO) # set a format which is simpler for console use formatter = logging.Formatter('%(message)s') # tell the handler to use this format console.setFormatter(formatter) # add the handler to the root logger logging.getLogger('').addHandler(console)
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 0
| 0
| 884
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport logging\nfrom os.path import expanduser\n\n#TQ_API_ROOT_URL = 'http://127.0.1.1:8090/dataset'\nTQ_API_ROOT_URL = 'http://elb-tranquant-ecs-cluster-tqapi-1919110681.us-west-2.elb.amazonaws.com/dataset'\nLOG_PATH = expanduser('~/tqcli.log')\n\n# the chunk size must be at least 5MB for multipart upload\nDEFAULT_CHUNK_SIZE = 1024 * 1024 * 5 # 5MB\n\n\nlogging.basicConfig(\n level=logging.DEBUG,\n format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',\n filename=LOG_PATH,\n filemode='w'\n)\n# define a Handler which writes INFO messages or higher to the sys.stderr\nconsole = logging.StreamHandler()\nconsole.setLevel(logging.INFO)\n# set a format which is simpler for console use\nformatter = logging.Formatter('%(message)s')\n# tell the handler to use this format\nconsole.setFormatter(formatter)\n# add the handler to the root logger\nlogging.getLogger('').addHandler(console)"}, {"role": "assistant", "content": " Code Review:\n\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"}]
| false
| null | null | null |
ab21105c56263980d75d2b1bb1e9d7beba919be5
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from abc import ABC, abstractmethod import os import numpy as np import torch from torch.utils.tensorboard import SummaryWriter from fqf_iqn_qrdqn.memory import LazyMultiStepMemory, \ class BaseAgent(ABC): ... [14 more functiondefs truncated ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 11 - expected ']' • Block at line 8 has no indented body Fixes: • Complete the expression on the last line • Add closing ']' bracket • Review syntax near the error location
|
intermediate
|
oop
|
syntax_repair
|
Pythoncode:Python
| 0
| 1
| 255
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom abc import ABC, abstractmethod\nimport os\nimport numpy as np\nimport torch\nfrom torch.utils.tensorboard import SummaryWriter\n\nfrom fqf_iqn_qrdqn.memory import LazyMultiStepMemory, \\\nclass BaseAgent(ABC):\n\n\n ... [14 more functiondefs truncated ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 11 - expected ']'\n \u2022 Block at line 8 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ']' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
ab21d266138fcacadbe38aeb0f70a2986ce949b2
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. from typing import List, Pattern from recognizers_text.utilities import RegExpUtility from recognizers_text.extractor import Extractor from recognizers_number.number.italian.extractors import ItalianIntegerExtractor from ...resources.italian_date_time import ItalianDateTime from ..extractors import DateTimeExtractor from ..base_timeperiod import TimePeriodExtractorConfiguration, MatchedIndex from ..base_time import BaseTimeExtractor from ..base_timezone import BaseTimeZoneExtractor from .time_extractor_config import ItalianTimeExtractorConfiguration from .base_configs import Itali
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
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advanced
|
oop
|
error_detection
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Pythoncode:Python
| 10
| 1
| 685
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License.\n\nfrom typing import List, Pattern\n\nfrom recognizers_text.utilities import RegExpUtility\nfrom recognizers_text.extractor import Extractor\nfrom recognizers_number.number.italian.extractors import ItalianIntegerExtractor\nfrom ...resources.italian_date_time import ItalianDateTime\nfrom ..extractors import DateTimeExtractor\nfrom ..base_timeperiod import TimePeriodExtractorConfiguration, MatchedIndex\nfrom ..base_time import BaseTimeExtractor\nfrom ..base_timezone import BaseTimeZoneExtractor\nfrom .time_extractor_config import ItalianTimeExtractorConfiguration\nfrom .base_configs import Itali"}, {"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
|
ab224c0b7dd96b0783239d1ab27b2b04825a3e94
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #quartet_condor.py #version 2.0.2 import random, sys def addToDict(d): ''' Ensures each quartet has three concordance factors (CFs) a dictionary d has less than three CFs, add CFs with the value 0 until there are three Input: a dictionary containing CFs, a counter of how many CFs are in the dictionary ''' if ("{1,2|3,4}" not in d): d["{1,2|3,4}"] = 0.0 if ("{1,3|2,4}" not in d): d["{1,3|2,4}"] = 0.0 if ("{1,4|2,3}" not in d): d["{1,4|2,3}"] = 0.0 class quartet: ''' Picks individual quartets and isolates concordance factors ''' def __init__(self): ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: #length of a split in *.concordance file self.length_of_splits = 10 self.quartet_length = 4 #list to hold the 4 taxa self.taxa = []
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advanced
|
machine_learning
|
incomplete_code
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Pythoncode:Python
| 3
| 1
| 629
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#quartet_condor.py\n#version 2.0.2\n\nimport random, sys\n\n\ndef addToDict(d):\n '''\n Ensures each quartet has three concordance factors (CFs)\n a dictionary d has less than three CFs, add CFs with the value 0 until there are three\n Input: a dictionary containing CFs, a counter of how many CFs are in the dictionary\n '''\n if (\"{1,2|3,4}\" not in d):\n d[\"{1,2|3,4}\"] = 0.0\n if (\"{1,3|2,4}\" not in d):\n d[\"{1,3|2,4}\"] = 0.0\n if (\"{1,4|2,3}\" not in d):\n d[\"{1,4|2,3}\"] = 0.0\n\nclass quartet:\n '''\n Picks individual quartets and isolates concordance factors\n '''\n def __init__(self):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n #length of a split in *.concordance file\n self.length_of_splits = 10\n self.quartet_length = 4\n #list to hold the 4 taxa\n self.taxa = []"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab2324a100ecb32532716cd76301eba78659a0c1
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django import forms from models import UserInputModel class UserInputForm(forms.ModelForm: class Meta: model = UserInputModel fields = ['user_input']
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Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 5 - expected ')' • Invalid syntax at line 5: class UserInputForm(forms.ModelForm: Fixes: • Add closing ')' bracket • Review syntax near the error location
|
beginner
|
database
|
syntax_repair
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Pythoncode:Python
| 0
| 2
| 176
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django import forms\nfrom models import UserInputModel\n\n\nclass UserInputForm(forms.ModelForm:\n class Meta:\n model = UserInputModel\n fields = ['user_input']"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 5 - expected ')'\n \u2022 Invalid syntax at line 5: class UserInputForm(forms.ModelForm:\n\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
ab24554d8fbfa3bde2693fe79ec073ac02c9f577
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from pathlib import Path import pytest from oval_graph.arf_xml_parser.arf_xml_parser import ARFXMLParser def get_arf_report_path(src="global_test_data/ssg-fedora-ds-arf.xml"): return str(Path(__file__).parent.parent / src) @pytest.mark.parametrize("rule_id, result", [ ( "xccdf_org.ssgproject.content_rule_accounts_passwords_pam_faillock_deny", "false", ), ( "xccdf_org.ssgproject.content_rule_sshd_disable_gssapi_auth", "false", ), ( "xccdf_org.ssgproject.content_rule_service_debug-shell_disabled", "true", ), ( "xccdf_org.ssgproject.content_rule_mount_option_dev_shm_noexec", "false", ), ( "xccdf_org.ssgproject.content_rule_audit_rules_unsuccessful_file_modification_creat", "false", ), ( "xccdf_org.ssgproject.content_rule_audit_rules_file_deletion_events_rmdir", "false", ), ( "xccdf_org.ssgproject.content_rule_require_singleuser_auth", "true", ), ]) def test_parsing_and_evaluate_scan_rule(rule_id, result): path = get_arf_report_path() parser = ARFXMLParser(path) oval_tree = parser.get_oval_tree(rule_id) assert oval_tree.evaluate_tree() == result def test_parsing_arf_report_without_system_data(): path = get_arf_report_path("global_test_data/arf_no_system_data.xml") rule_id = "xccdf_com.example.www_rule_test-fail" parser = ARFXMLParser(path) oval_tree = parser.get_oval_tree(rule_id) assert oval_tree.evaluate_tree() == "false" @pytest.mark.parametrize("rule_id, pattern", [ ("hello", "404 rule \"hello\" not found!"), ("xccdf_org.ssgproject.content_rule_ntpd_specify_remote_server", "notselected"), ("xccdf_org.ssgproject.content_rule_configure_bind_crypto_policy", "notchecked"), ("xccdf_org.ssgproject.content_rule_ensure_gpgcheck_local_packages", "notapplicable"), ]) def test_parsing_bad_rule(rule_id, pattern): path = get_arf_report_path() parser = ARFXMLParser(path) with pytest.raises(Exception, match=pattern): assert parser.get_oval_tree(rule_id) def test_use_bad_report_file(): src = 'global_test_data/xccdf_org.ssgproject.content_profile_ospp-results-initial.xml' path = get_arf_report_path(src) with pytest.raises(Exception, match=r"arf\b|ARF\b"): assert ARFXMLParser(path)
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Functions: get_arf_report_path, test_parsing_and_evaluate_scan_rule, test_parsing_arf_report_without_system_data, test_parsing_bad_rule, test_use_bad_report_file This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 5
| 0
| 2,379
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom pathlib import Path\n\nimport pytest\n\nfrom oval_graph.arf_xml_parser.arf_xml_parser import ARFXMLParser\n\n\ndef get_arf_report_path(src=\"global_test_data/ssg-fedora-ds-arf.xml\"):\n return str(Path(__file__).parent.parent / src)\n\n\n@pytest.mark.parametrize(\"rule_id, result\", [\n (\n \"xccdf_org.ssgproject.content_rule_accounts_passwords_pam_faillock_deny\",\n \"false\",\n ),\n (\n \"xccdf_org.ssgproject.content_rule_sshd_disable_gssapi_auth\",\n \"false\",\n ),\n (\n \"xccdf_org.ssgproject.content_rule_service_debug-shell_disabled\",\n \"true\",\n ),\n (\n \"xccdf_org.ssgproject.content_rule_mount_option_dev_shm_noexec\",\n \"false\",\n ),\n (\n \"xccdf_org.ssgproject.content_rule_audit_rules_unsuccessful_file_modification_creat\",\n \"false\",\n ),\n (\n \"xccdf_org.ssgproject.content_rule_audit_rules_file_deletion_events_rmdir\",\n \"false\",\n ),\n (\n \"xccdf_org.ssgproject.content_rule_require_singleuser_auth\",\n \"true\",\n ),\n])\ndef test_parsing_and_evaluate_scan_rule(rule_id, result):\n path = get_arf_report_path()\n\n parser = ARFXMLParser(path)\n oval_tree = parser.get_oval_tree(rule_id)\n assert oval_tree.evaluate_tree() == result\n\n\ndef test_parsing_arf_report_without_system_data():\n path = get_arf_report_path(\"global_test_data/arf_no_system_data.xml\")\n rule_id = \"xccdf_com.example.www_rule_test-fail\"\n parser = ARFXMLParser(path)\n oval_tree = parser.get_oval_tree(rule_id)\n assert oval_tree.evaluate_tree() == \"false\"\n\n\n@pytest.mark.parametrize(\"rule_id, pattern\", [\n (\"hello\", \"404 rule \\\"hello\\\" not found!\"),\n (\"xccdf_org.ssgproject.content_rule_ntpd_specify_remote_server\", \"notselected\"),\n (\"xccdf_org.ssgproject.content_rule_configure_bind_crypto_policy\", \"notchecked\"),\n (\"xccdf_org.ssgproject.content_rule_ensure_gpgcheck_local_packages\", \"notapplicable\"),\n])\ndef test_parsing_bad_rule(rule_id, pattern):\n path = get_arf_report_path()\n parser = ARFXMLParser(path)\n\n with pytest.raises(Exception, match=pattern):\n assert parser.get_oval_tree(rule_id)\n\n\ndef test_use_bad_report_file():\n src = 'global_test_data/xccdf_org.ssgproject.content_profile_ospp-results-initial.xml'\n path = get_arf_report_path(src)\n with pytest.raises(Exception, match=r\"arf\\b|ARF\\b\"):\n assert ARFXMLParser(path)"}, {"role": "assistant", "content": " Functions: get_arf_report_path, test_parsing_and_evaluate_scan_rule, test_parsing_arf_report_without_system_data, test_parsing_bad_rule, test_use_bad_report_file\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ab253b2fa27d701106a981880d15472309de60c1
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os import logging import argparse import sys import signal import subprocess from functools import wraps from dotenv import load_dotenv def _file_path_sanity_check(*args): for path in args: if not os.path.exists(path): raise Exception('Unable to find file %s' % path) def _start_client_server(*args, **kwargs): cmd = [ 'npm', '--prefix', '%s/client' % ROOT, 'run', 'start' ] CMDS.append(cmd) def inject_file_paths(fn): requests_path = os.environ.get('REQUESTS_FILE_PATH', 'requests/request.json') auth_path = os.environ.get('AUTH_FILE_PATH', 'requests/auth.json') _file_path_sanity_check(requests_path, auth_path) @wraps(fn) def wrapper(*args, **kwargs): return fn(requests_path=requests_path, auth_path=auth_path, *args, **kwargs) return wrapper @inject_file_paths def _initialize_trump_bot(auth_path, requests_path, send_posts: bool=True, *args, **kwargs) -> TrumpBotScheduler: trump_bot: TrumpBotScheduler = None if send_posts: logging.info('Post requests are not being sent.') # Complete this line class PostOverride(TrumpBotScheduler): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) def __send_tweet_msg__(self, content, headers=None): return 200 trump_bot = PostOverride(file_path=requests_path, auth_file_path=auth_path) else: trump_bot = TrumpBotScheduler(file_path=requests_path, auth_file_path=auth_path) # this functions initialize the trump bot by getting the latest tweets # and trying to send any tweets that contained errors trump_bot.send_latest_tweets() trump_bot.resend_bad_tweets() logging.info('Trump bot initialization finished... please press ctrl-c to close program if finished.') return trump_bot @inject_file_paths def _start_sentiment_bot(auth_path: str, requests_path: str, trump_bot: TrumpBotScheduler, send_posts: bool=True) -> SentimentBot: bot: SentimentBot = None if send_posts: logging.info('Sentiment bot is not running') class PostOverride(SentimentBot): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) def __send_tweet_msg__(self, content) -> int: return 200 bot = PostOverride(file_path=requests_path, auth_file_path=auth_path) else: bot = SentimentBot(auth_file_path=auth_path, file_path=requests_path) trump_bot.add_job(bot.send_todays_tone, 'interval', hours=24, max_instances=1) return bot ... [6 more functiondefs truncated] ...
|
The missing line is:
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 10
| 2
| 2,763
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport os\nimport logging\nimport argparse\nimport sys\nimport signal\nimport subprocess\nfrom functools import wraps\n\nfrom dotenv import load_dotenv\ndef _file_path_sanity_check(*args):\n for path in args:\n if not os.path.exists(path):\n raise Exception('Unable to find file %s' % path)\n\n\ndef _start_client_server(*args, **kwargs):\n cmd = [\n 'npm', '--prefix', '%s/client' % ROOT, 'run', 'start'\n ]\n\n CMDS.append(cmd)\n\n\ndef inject_file_paths(fn):\n requests_path = os.environ.get('REQUESTS_FILE_PATH', 'requests/request.json')\n auth_path = os.environ.get('AUTH_FILE_PATH', 'requests/auth.json')\n _file_path_sanity_check(requests_path, auth_path)\n\n @wraps(fn)\n def wrapper(*args, **kwargs):\n return fn(requests_path=requests_path, auth_path=auth_path, *args, **kwargs)\n\n return wrapper\n\n\n@inject_file_paths\ndef _initialize_trump_bot(auth_path, requests_path, \n send_posts: bool=True,\n *args, **kwargs) -> TrumpBotScheduler:\n\n trump_bot: TrumpBotScheduler = None\n if send_posts:\n logging.info('Post requests are not being sent.')\n # Complete this line\n class PostOverride(TrumpBotScheduler):\n def __init__(self, *args, **kwargs):\n super().__init__(*args, **kwargs)\n\n def __send_tweet_msg__(self, content, headers=None):\n return 200\n \n trump_bot = PostOverride(file_path=requests_path, auth_file_path=auth_path)\n\n else:\n trump_bot = TrumpBotScheduler(file_path=requests_path, auth_file_path=auth_path)\n\n\n # this functions initialize the trump bot by getting the latest tweets\n # and trying to send any tweets that contained errors\n trump_bot.send_latest_tweets()\n trump_bot.resend_bad_tweets()\n logging.info('Trump bot initialization finished... please press ctrl-c to close program if finished.')\n return trump_bot\n\n\n@inject_file_paths\ndef _start_sentiment_bot(auth_path: str, requests_path: str, \n trump_bot: TrumpBotScheduler, \n send_posts: bool=True) -> SentimentBot:\n\n bot: SentimentBot = None\n if send_posts:\n logging.info('Sentiment bot is not running')\n\n class PostOverride(SentimentBot):\n def __init__(self, *args, **kwargs):\n super().__init__(*args, **kwargs)\n\n def __send_tweet_msg__(self, content) -> int:\n return 200\n\n bot = PostOverride(file_path=requests_path, auth_file_path=auth_path)\n \n else:\n bot = SentimentBot(auth_file_path=auth_path, file_path=requests_path)\n\n trump_bot.add_job(bot.send_todays_tone, 'interval', hours=24, max_instances=1)\n return bot\n\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
ab2601bcecd2c5b5f36345a106f14a3b9c2ff88d
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: #! /usr/bin/env python3 import itertools import typing as tp def primes() -> tp.Generator[int, None, None]: primes_ = [] d = 2 while True: is_prime = True for p in primes_: if p * p > d: break if d % p == 0: is_prime = False break if is_prime: primes_.append(d) yield d d += 1
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def sum_primes_below(n: int) -> int: return sum(itertools.takewhile(lambda x: x < n, primes())) def test_ten() -> None: assert sum_primes_below(10) == 17 def main() -> None: print(sum_primes_below(2_000_000)) if __name__ == '__main__': main()
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 4
| 0
| 691
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#! /usr/bin/env python3\n\nimport itertools\nimport typing as tp\n\n\ndef primes() -> tp.Generator[int, None, None]:\n primes_ = []\n d = 2\n\n while True:\n is_prime = True\n for p in primes_:\n if p * p > d:\n break\n\n if d % p == 0:\n is_prime = False\n break\n\n if is_prime:\n primes_.append(d)\n yield d\n\n d += 1"}, {"role": "assistant", "content": "\n\n\ndef sum_primes_below(n: int) -> int:\n return sum(itertools.takewhile(lambda x: x < n, primes()))\n\n\ndef test_ten() -> None:\n assert sum_primes_below(10) == 17\n\n\ndef main() -> None:\n print(sum_primes_below(2_000_000))\n\n\nif __name__ == '__main__':\n main()"}]
| false
| null | null | null |
ab27a7af29a41d40eec1afd58d05fca20bfc3c8b
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from setuptools import setup, Extension, find_packages import subprocess import errno import re import os import shutil import sys import zipfile from urllib.request import urlretrieve import numpy from Cython.Build import cythonize def _ask_pkg_config(resultlist, option, result_prefix='', sysroot=False): pkg_config = os.environ.get('PKG_CONFIG','pkg-config') try: p = subprocess.Popen([pkg_config, option, 'lensfun'], stdout=subprocess.PIPE) except OSError as e: if e.errno != errno.ENOENT: raise else: t = p.stdout.read().decode().strip() if p.wait() == 0: res = t.split() # '-I/usr/...' -> '/usr/...' for x in res: assert x.startswith(result_prefix) res = [x[len(result_prefix):] for x in res] sysroot = sysroot and os.environ.get('PKG_CONFIG_SYSROOT_DIR', '') if sysroot: # old versions of pkg-config don't support this env var, # so here we emulate its effect if needed res = [path if path.startswith(sysroot) else sysroot + path for path in res] resultlist[:] = res def use_pkg_config(): _ask_pkg_config(include_dirs, '--cflags-only-I', '-I', sysroot=True) _ask_pkg_config(extra_compile_args, '--cflags-only-other') _ask_pkg_config(library_dirs, '--libs-only-L', '-L', sysroot=True) _ask_pkg_config(
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 33 • Unclosed '(' at line 44 - expected ')' • SyntaxError: '(' was never closed at line 44 Fixes: • Add closing quote at line 33 • Add closing ')' bracket • Review code syntax
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intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 1,532
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom setuptools import setup, Extension, find_packages\nimport subprocess\nimport errno\nimport re\nimport os\nimport shutil\nimport sys\nimport zipfile\nfrom urllib.request import urlretrieve\n\nimport numpy\nfrom Cython.Build import cythonize\n \ndef _ask_pkg_config(resultlist, option, result_prefix='', sysroot=False):\n pkg_config = os.environ.get('PKG_CONFIG','pkg-config')\n try:\n p = subprocess.Popen([pkg_config, option, 'lensfun'],\n stdout=subprocess.PIPE)\n except OSError as e:\n if e.errno != errno.ENOENT:\n raise\n else:\n t = p.stdout.read().decode().strip()\n if p.wait() == 0:\n res = t.split()\n # '-I/usr/...' -> '/usr/...'\n for x in res:\n assert x.startswith(result_prefix)\n res = [x[len(result_prefix):] for x in res]\n\n sysroot = sysroot and os.environ.get('PKG_CONFIG_SYSROOT_DIR', '')\n if sysroot:\n # old versions of pkg-config don't support this env var,\n # so here we emulate its effect if needed\n res = [path if path.startswith(sysroot)\n else sysroot + path\n for path in res]\n resultlist[:] = res\n\ndef use_pkg_config():\n _ask_pkg_config(include_dirs, '--cflags-only-I', '-I', sysroot=True)\n _ask_pkg_config(extra_compile_args, '--cflags-only-other')\n _ask_pkg_config(library_dirs, '--libs-only-L', '-L', sysroot=True)\n _ask_pkg_config("}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 33\n \u2022 Unclosed '(' at line 44 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 44\n\n Fixes:\n \u2022 Add closing quote at line 33\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
ab27ed4a158779f6beba16216ad31870fa98bf95
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: "The mailtools Utility Package" 'Initialization File' """ ################################################################################## mailtools package: interface to mail server transfers, used by pymail2, PyMailGUI, and PyMailCGI; does loads, sends, parsing, composing, and deleting, with part attachments, encodings (of both the email and Unicdode kind), etc.; the parser, fetcher, and sender classes here are designed to be mixed-in to subclasses which use their methods, or used as embedded or standalone objects; this package also includes convenience subclasses for silent mode, and more; loads all mail text if pop server doesn't do top; doesn't handle threads or UI here, and allows askPassword to differ per subclass; progress callback funcs get status; all calls raise exceptions on error--client must handle in GUI/other; this changed from file to package: nested modules imported here for bw compat; 4E: need to use package-relative import syntax throughout, because in Py 3.X package dir in no longer on module import search path if package is imported elsewhere (from another directory which uses this package); also performs Unicode decoding on mail text when fetched (see mailFetcher), as well as for some text part payloads which might have been email-encoded (see mailParser);
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 5 • SyntaxError: unterminated triple-quoted string literal (detected at line 23) at line 5 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 1,316
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"The mailtools Utility Package\"\n'Initialization File'\n\n\n\"\"\"\n##################################################################################\nmailtools package: interface to mail server transfers, used by pymail2, PyMailGUI, \nand PyMailCGI; does loads, sends, parsing, composing, and deleting, with part\nattachments, encodings (of both the email and Unicdode kind), etc.; the parser,\nfetcher, and sender classes here are designed to be mixed-in to subclasses which\nuse their methods, or used as embedded or standalone objects;\n\nthis package also includes convenience subclasses for silent mode, and more; \nloads all mail text if pop server doesn't do top; doesn't handle threads or UI\nhere, and allows askPassword to differ per subclass; progress callback funcs get\nstatus; all calls raise exceptions on error--client must handle in GUI/other;\nthis changed from file to package: nested modules imported here for bw compat;\n\n4E: need to use package-relative import syntax throughout, because in Py 3.X \npackage dir in no longer on module import search path if package is imported \nelsewhere (from another directory which uses this package); also performs\nUnicode decoding on mail text when fetched (see mailFetcher), as well as for\nsome text part payloads which might have been email-encoded (see mailParser);"}, {"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 5\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 23) at line 5\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab2a38bd32faf647f78849a772f13ad447eb6e18
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Created on Thu Nov 8 15:25:03 2018 @author: b
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 3 • SyntaxError: unterminated triple-quoted string literal (detected at line 6) at line 3 Fix: Close the string literal with matching quote
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intermediate
|
testing
|
error_detection
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Pythoncode:Python
| 0
| 0
| 98
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\"\"\"\nCreated on Thu Nov 8 15:25:03 2018\n\n@author: b"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 3\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 6) at line 3\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
ab2add18b201d727e235b13fba3fa52b34c35680
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from flask import Flask, render_template from flask_socketio import SocketIO, send, emit app = Flask(__name__) app.conf ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: socketio = SocketIO(app) if __name__ == '__main__': socketio.run(app)
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intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 120
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom flask import Flask, render_template\nfrom flask_socketio import SocketIO, send, emit\n\napp = Flask(__name__)\napp.conf\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:\nsocketio = SocketIO(app)\n\nif __name__ == '__main__':\n socketio.run(app)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab2b3845336cbc9c2cd653a367ec0d03b0cfffa6
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ Post processing on detected objects """ import pymongo from pymongo import MongoClient import time import logging logging.basicConfig(format='%(levelname)s :: %(asctime)s :: %(message)s', level=logging.DEBUG) from joblib import Parallel, delayed import click from xgboost_model.inference import run_inference, PostprocessException import os def load_detected_pages(db, buffer_size): """ """ current_docs = [] for doc in db.propose_pages.find({'postprocess': None, 'ocr': True}, no_cursor_timeout=True): current_docs.append(doc) if len(current_docs) == buffer_size: yield current_docs current_docs = [] yield current_docs def do_skip(page, client): db = client.pdfs coll = db.postprocess_pages return coll.count_documents({'pdf_name': page['pdf_name'], 'page_num': page['page_num']}, limit=1) != 0 def postprocess(db_insert_fn, num_processes, weights_pth, skip): logging.info('Starting post-processing over detected objects') start_time = time.time() client = MongoClient(os.environ["DBCONNECT"]) logging.info(f'Connected to client: {client}.') db = client.pdfs for batch in load_detected_pages(db, 100): logging.info('Loaded next batch. Running postprocessing') try: pages = Parallel(n_jobs=num_processes)(delayed(run_inference)(page, weights_pth) for page in batch) except PostprocessException as e: logging.error(f'Postprocessing error in referenced page: {e.page}') logging.error(f'Original Exception: {e.original_exception}') continue db_insert_fn(pages, client) end_time = time.time() logging.info(f'Exiting post-processing. Time up: {end_time - start_time}') def mongo_insert_fn(objs, client): db = client.pdfs for obj in objs: try: result = db.propose_pages.update_one({'_id': obj['_id']}, {'$set': { 'pp_detected_objs': obj['pp_detected_objs'], 'postprocess': True } }, upsert=False) logging.info(f'Updated result: {result}') except pymongo.errors.WriterError as e: logging.error(f'Document write error: {e}\n Document id: obj["_id"]') @click.command() @click.argument("num_processes") @click.argument("weights_pth") @click.option('--skip/--no-skip') def click_wrapper(num_processes, weights_pth, skip): postprocess(mongo_insert_fn, int(num_processes), weights_pth, skip) if __name__ == '__main__': click_wrapper()
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 ⚠️ Warnings: Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 20 💡 Suggestions: Add closing quote at line 1 Add docstring to function 'postprocess'
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intermediate
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database
|
debugging
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Pythoncode:Python
| 5
| 0
| 2,771
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\nPost processing on detected objects\n\"\"\"\nimport pymongo\nfrom pymongo import MongoClient\nimport time\nimport logging\nlogging.basicConfig(format='%(levelname)s :: %(asctime)s :: %(message)s', level=logging.DEBUG)\nfrom joblib import Parallel, delayed\nimport click\nfrom xgboost_model.inference import run_inference, PostprocessException\nimport os\n\ndef load_detected_pages(db, buffer_size):\n \"\"\"\n \"\"\"\n current_docs = []\n for doc in db.propose_pages.find({'postprocess': None, 'ocr': True}, no_cursor_timeout=True):\n current_docs.append(doc)\n if len(current_docs) == buffer_size:\n yield current_docs\n current_docs = []\n yield current_docs\n\ndef do_skip(page, client):\n db = client.pdfs\n coll = db.postprocess_pages\n return coll.count_documents({'pdf_name': page['pdf_name'], 'page_num': page['page_num']}, limit=1) != 0\n\n\ndef postprocess(db_insert_fn, num_processes, weights_pth, skip):\n logging.info('Starting post-processing over detected objects')\n start_time = time.time()\n client = MongoClient(os.environ[\"DBCONNECT\"])\n logging.info(f'Connected to client: {client}.')\n db = client.pdfs\n for batch in load_detected_pages(db, 100):\n logging.info('Loaded next batch. Running postprocessing')\n try:\n pages = Parallel(n_jobs=num_processes)(delayed(run_inference)(page, weights_pth) for page in batch)\n except PostprocessException as e:\n logging.error(f'Postprocessing error in referenced page: {e.page}')\n logging.error(f'Original Exception: {e.original_exception}')\n continue\n\n db_insert_fn(pages, client)\n end_time = time.time()\n logging.info(f'Exiting post-processing. Time up: {end_time - start_time}')\n\ndef mongo_insert_fn(objs, client):\n db = client.pdfs\n for obj in objs:\n try:\n result = db.propose_pages.update_one({'_id': obj['_id']},\n {'$set':\n {\n 'pp_detected_objs': obj['pp_detected_objs'],\n 'postprocess': True\n }\n }, upsert=False)\n logging.info(f'Updated result: {result}')\n except pymongo.errors.WriterError as e:\n logging.error(f'Document write error: {e}\\n Document id: obj[\"_id\"]')\n\n@click.command()\n@click.argument(\"num_processes\")\n@click.argument(\"weights_pth\")\n@click.option('--skip/--no-skip')\ndef click_wrapper(num_processes, weights_pth, skip):\n\tpostprocess(mongo_insert_fn, int(num_processes), weights_pth, skip)\n\nif __name__ == '__main__':\n\tclick_wrapper()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 20\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1\n Add docstring to function 'postprocess'"}]
| false
| null | null | null |
ab2c89bde44269f1533806cfa45910e25d77ed66
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """ Copyright (C) 2018-2021 Intel Corporation Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. """ import unittest import numpy as np from mo.front.common.partial_infer.multi_box_prior import multi_box_prior_infer_mxnet from mo.graph.graph import Node from mo.utils.unittest.graph import build_graph nodes_attributes = {'node_1': {'value': None, 'kind': 'data'}, 'node_2': {'value': None, 'kind': 'data'}, 'prior_box_1': {'type': 'PriorBox', 'kind': 'op'}, 'node_3': {'type': 'Identity', 'value': None, 'kind': 'data'} } class TestMultiBoxPriorInfer(unittest.TestCase): def test_prior_box_infer_ideal(self): graph = build_graph(nodes_attributes, [('node_1', 'prior_box_1'),
|
('node_2', 'prior_box_1'), ('prior_box_1', 'node_3')], {'node_1': {'shape': np.array([1, 1024, 19, 19])}, 'node_2': {'shape': np.array([1, 3, 300, 300])}, 'prior_box_1': {'aspect_ratio': [1.0, 2.0, 0.5, 3.0, 0.333333333333], 'min_size': [0.2, 0.272], 'max_size': '', 'offset': 0.5, 'step': 0.2, 'sizes': [0.2, 0.272]}, 'node_3': {'shape': np.array([1, 2, 3])}, }) multi_box_prior_node = Node(graph, 'prior_box_1') multi_box_prior_infer_mxnet(multi_box_prior_node) exp_shape = np.array([1, 2, 8664]) res_shape = graph.node['node_3']['shape'] for i in range(0, len(exp_shape)): self.assertEqual(exp_shape[i], res_shape[i]) self.assertEqual(multi_box_prior_node.min_size, [0.2, 0.272]) self.assertEqual(multi_box_prior_node.max_size, '') self.assertEqual(multi_box_prior_node.aspect_ratio, [1.0, 2.0, 0.5, 3.0, 0.333333333333]) self.assertEqual(round(multi_box_prior_node.step, 1), 0.2) self.assertEqual(round(multi_box_prior_node.offset, 1), 0.5)
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 1
| 2,619
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"\n Copyright (C) 2018-2021 Intel Corporation\n\n Licensed under the Apache License, Version 2.0 (the \"License\");\n you may not use this file except in compliance with the License.\n You may obtain a copy of the License at\n\n http://www.apache.org/licenses/LICENSE-2.0\n\n Unless required by applicable law or agreed to in writing, software\n distributed under the License is distributed on an \"AS IS\" BASIS,\n WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n See the License for the specific language governing permissions and\n limitations under the License.\n\"\"\"\n\nimport unittest\n\nimport numpy as np\n\nfrom mo.front.common.partial_infer.multi_box_prior import multi_box_prior_infer_mxnet\nfrom mo.graph.graph import Node\nfrom mo.utils.unittest.graph import build_graph\n\nnodes_attributes = {'node_1': {'value': None, 'kind': 'data'},\n 'node_2': {'value': None, 'kind': 'data'},\n 'prior_box_1': {'type': 'PriorBox', 'kind': 'op'},\n 'node_3': {'type': 'Identity', 'value': None, 'kind': 'data'}\n }\n\n\nclass TestMultiBoxPriorInfer(unittest.TestCase):\n def test_prior_box_infer_ideal(self):\n graph = build_graph(nodes_attributes,\n [('node_1', 'prior_box_1'),"}, {"role": "assistant", "content": "\n ('node_2', 'prior_box_1'),\n ('prior_box_1', 'node_3')],\n {'node_1': {'shape': np.array([1, 1024, 19, 19])},\n 'node_2': {'shape': np.array([1, 3, 300, 300])},\n 'prior_box_1': {'aspect_ratio': [1.0, 2.0, 0.5, 3.0, 0.333333333333],\n 'min_size': [0.2, 0.272],\n 'max_size': '', 'offset': 0.5, 'step': 0.2, 'sizes': [0.2, 0.272]},\n 'node_3': {'shape': np.array([1, 2, 3])},\n })\n\n multi_box_prior_node = Node(graph, 'prior_box_1')\n\n multi_box_prior_infer_mxnet(multi_box_prior_node)\n exp_shape = np.array([1, 2, 8664])\n res_shape = graph.node['node_3']['shape']\n for i in range(0, len(exp_shape)):\n self.assertEqual(exp_shape[i], res_shape[i])\n\n self.assertEqual(multi_box_prior_node.min_size, [0.2, 0.272])\n self.assertEqual(multi_box_prior_node.max_size, '')\n self.assertEqual(multi_box_prior_node.aspect_ratio, [1.0, 2.0, 0.5, 3.0, 0.333333333333])\n self.assertEqual(round(multi_box_prior_node.step, 1), 0.2)\n self.assertEqual(round(multi_box_prior_node.offset, 1), 0.5)"}]
| false
| null | null | null |
ab2d00e90fa00656e5b245ed372443c5a0686b39
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python ############################################################################ # Copyright (C) 2009, Willow Garage, Inc. # # Copyright (C) 2013 by Ralf Kaestner # # ralf.kaestner@gmail.com # # Copyright (C) 2013 by Jerome Maye # # jerome.maye@mavt.ethz.ch # # # # All rights reserved. # # # # Redistribution and use in source and binary forms, with or without # # modification, are permitted provided that the following conditions # # are met: # # # # 1. Redistributions of source code must retain the above copyright # # notice, this list of conditions and the following disclaimer. # # # # 2. Redistributions in binary form must reproduce the above copyright # # notice, this list of conditions and the following disclaimer in # # the documentation and/or other materials provided with the # # distribution. # # # # 3. The name of the copyright holders may be used to endorse or # # promote products derived from this software without specific # # Complete this line # # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS # # "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT # # LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS # # FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE # # COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, # # INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, # # BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; # # LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER # # CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT # # LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN # # ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE # # POSSIBILITY OF SUCH DAMAGE. # ############################################################################ from __future__ import with_statement import rospy ... [code truncated] ...
|
The missing line is: # prior written permission. #
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intermediate
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database
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fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 3,033
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\n############################################################################\n# Copyright (C) 2009, Willow Garage, Inc. #\n# Copyright (C) 2013 by Ralf Kaestner #\n# ralf.kaestner@gmail.com #\n# Copyright (C) 2013 by Jerome Maye #\n# jerome.maye@mavt.ethz.ch #\n# #\n# All rights reserved. #\n# #\n# Redistribution and use in source and binary forms, with or without #\n# modification, are permitted provided that the following conditions #\n# are met: #\n# #\n# 1. Redistributions of source code must retain the above copyright #\n# notice, this list of conditions and the following disclaimer. #\n# #\n# 2. Redistributions in binary form must reproduce the above copyright #\n# notice, this list of conditions and the following disclaimer in #\n# the documentation and/or other materials provided with the #\n# distribution. #\n# #\n# 3. The name of the copyright holders may be used to endorse or #\n# promote products derived from this software without specific #\n # Complete this line\n# #\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS #\n# \"AS IS\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT #\n# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS #\n# FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE #\n# COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, #\n# INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, #\n# BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; #\n# LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER #\n# CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT #\n# LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN #\n# ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE #\n# POSSIBILITY OF SUCH DAMAGE. #\n############################################################################\n\nfrom __future__ import with_statement\n\nimport rospy\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n# prior written permission. #"}]
| false
| null | null | null |
ab2d830b247e5d1c87b1cc476939c72b7371cdbc
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 import argparse import os import subprocess def parse_ninja_query(query): deps = dict() lines = query.splitlines() while len(lines): line = lines.pop(0) if line[0] == ord(' '): continue # We have a new target target = line.split(b':')[0] assert lines.pop(0)[:8] == b' input:' inputs = set() while True: i = lines.pop(0) if i[:4] != b' ': break ''' ninja has 3 types of input: 1. Explicit dependencies, no prefix; 2. Implicit dependencies, | prefix. 3. Order only dependencies, || prefix. Order only dependency do not require the target to be rebuilt and so we ignore them. ''' i = i[4:] if i[0] == ord('|'): if i[1] == ord('|'): # We reached the order only dependencies. break i = i[2:] inputs.add(i) deps[target] = inputs return deps def extract_deps(workset): # Recursively extract the dependencies of the target. deps = dict() while len(workset) > 0: query = subprocess.check_output([ninja, '-t', 'query'] + list(workset)) target_deps = parse_ninja_query(query) deps.update(target_deps) workset = set() for d in target_deps.values(): workset.update(t for t in d if t in all_targets and t not in deps) # Extract build time dependencies. bt_targets = [t for t in deps if t in doto_targets] if len(bt_targets) == 0: return deps ndeps = subprocess.check_output( [ninja, '-t', 'deps'] + bt_targets, ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: stderr=subprocess.DEVNULL) lines = ndeps.splitlines() while len(lines) > 0: line = lines.pop(0)
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intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 4
| 0
| 1,776
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport argparse\nimport os\nimport subprocess\n\ndef parse_ninja_query(query):\n deps = dict()\n lines = query.splitlines()\n\n while len(lines):\n line = lines.pop(0)\n if line[0] == ord(' '):\n continue\n\n # We have a new target\n target = line.split(b':')[0]\n assert lines.pop(0)[:8] == b' input:'\n\n inputs = set()\n while True:\n i = lines.pop(0)\n if i[:4] != b' ':\n break\n\n '''\n ninja has 3 types of input:\n 1. Explicit dependencies, no prefix;\n 2. Implicit dependencies, | prefix.\n 3. Order only dependencies, || prefix.\n\n Order only dependency do not require the target to be rebuilt\n and so we ignore them.\n '''\n i = i[4:]\n if i[0] == ord('|'):\n if i[1] == ord('|'):\n # We reached the order only dependencies.\n break\n i = i[2:]\n\n inputs.add(i)\n\n deps[target] = inputs\n\n return deps\n\n\ndef extract_deps(workset):\n # Recursively extract the dependencies of the target.\n deps = dict()\n while len(workset) > 0:\n query = subprocess.check_output([ninja, '-t', 'query'] + list(workset))\n target_deps = parse_ninja_query(query)\n deps.update(target_deps)\n\n workset = set()\n for d in target_deps.values():\n workset.update(t for t in d if t in all_targets and t not in deps)\n\n # Extract build time dependencies.\n bt_targets = [t for t in deps if t in doto_targets]\n if len(bt_targets) == 0:\n return deps\n\n ndeps = subprocess.check_output(\n [ninja, '-t', 'deps'] + bt_targets,\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 stderr=subprocess.DEVNULL)\n\n lines = ndeps.splitlines()\n while len(lines) > 0:\n line = lines.pop(0)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab2dd4e23245d0ab9d1e255dfa3fc732936ba5f1
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """Tests for the `sendoff` library.""" """ The `sendoff` library tests validate the expected function of the library. """
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 2 💡 Suggestions: Add closing quote at line 2
|
beginner
|
testing
|
debugging
|
Pythoncode:Python
| 0
| 0
| 122
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"Tests for the `sendoff` library.\"\"\"\n\"\"\"\nThe `sendoff` library tests validate the expected function of the library.\n\"\"\""}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 2\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 2"}]
| false
| null | null | null |
ab30973f8a964fee614a5ec7df1f83c6a91d145f
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: # # Copyright (c) 2018-2019 Wind River Systems, Inc. # # SPDX-License-Identifier: Apache-2.0 # from sysinv.common import constants from sysinv.common import exception from sysinv.common import utils from sysinv.helm import common from sysinv.helm import base class GarbdHelm(base.BaseHelm): """Class to encapsulate helm operations for the galera arbitrator chart""" # The service name is used to build the standard docker image location. # It is intentionally "mariadb" and not "garbd" as they both use the # same docker image. SERVICE_NAME = common.HELM_CHART_MARIADB CHART = common.HELM_CHART_GARBD SUPPORTED_NAMESPACES = \ base.BaseHelm.SUPPORTED_NAMESPACES + [common.HELM_NS_OPENSTACK] SUPPORTED_APP_NAMESPACES = { constants.HELM_APP_OPENSTACK: base.BaseHelm.SUPPORTED_NAMESPACES + [common.HELM_NS_OPENSTACK] } def _is_enabled(self, app_name, chart_name, namespace): # First, see if this chart is enabled by the user then adjust based on # system conditions enabled = super(GarbdHelm, self)._is_enabled( app_name, chart_name, namespace) # If there are fewer than 2 controllers or we're on AIO-DX or we are on # distributed cloud system controller, we'll use a single mariadb server # and so we don't want to run garbd. if enabled and (self._num_controllers() < 2 or utils.is_aio_duplex_system(self.dbapi) or (self._distributed_cloud_role() == constants.DISTRIBUTED_CLOUD_ROLE_SYSTEMCONTROLLER)): enabled = False return enabled def execute_manifest_updates(self, operator): # On application load this chart is enabled in the mariadb chart group if not self._is_enabled(operator.APP, self.CHART, common.HELM_NS_OPENSTACK): operator.chart_group_chart_delete( operator.CHART_GROUPS_LUT[self.CHART], operator.CHARTS_LUT[self.CHART]) def get_overrides(self, namespace=None): overrides = { common.HELM_NS_OPENSTACK: { } } if namespace in self.SUPPORTED_NAMESPACES: return overrides[namespace] elif namespace == True: raise exception.InvalidHelmNamespace(chart=self.CHART, namespace=namespace) else: return overrides
|
Logical Error Analysis: Error Type: WRONG_COMPARISON Issue: Explicit True comparison Severity: LOW Location: Line 62 Buggy code: elif namespace == True: Should be: elif namespace: Explanation: Non-pythonic comparison - works but not idiomatic Fix: Use "is/is not" for None, avoid explicit True comparison
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advanced
|
api
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logical_errors
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Pythoncode:Python
| 3
| 1
| 2,501
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#\n# Copyright (c) 2018-2019 Wind River Systems, Inc.\n#\n# SPDX-License-Identifier: Apache-2.0\n#\n\nfrom sysinv.common import constants\nfrom sysinv.common import exception\nfrom sysinv.common import utils\nfrom sysinv.helm import common\nfrom sysinv.helm import base\n\n\nclass GarbdHelm(base.BaseHelm):\n \"\"\"Class to encapsulate helm operations for the galera arbitrator chart\"\"\"\n\n # The service name is used to build the standard docker image location.\n # It is intentionally \"mariadb\" and not \"garbd\" as they both use the\n # same docker image.\n SERVICE_NAME = common.HELM_CHART_MARIADB\n\n CHART = common.HELM_CHART_GARBD\n SUPPORTED_NAMESPACES = \\\n base.BaseHelm.SUPPORTED_NAMESPACES + [common.HELM_NS_OPENSTACK]\n SUPPORTED_APP_NAMESPACES = {\n constants.HELM_APP_OPENSTACK:\n base.BaseHelm.SUPPORTED_NAMESPACES + [common.HELM_NS_OPENSTACK]\n }\n\n def _is_enabled(self, app_name, chart_name, namespace):\n # First, see if this chart is enabled by the user then adjust based on\n # system conditions\n enabled = super(GarbdHelm, self)._is_enabled(\n app_name, chart_name, namespace)\n\n # If there are fewer than 2 controllers or we're on AIO-DX or we are on\n # distributed cloud system controller, we'll use a single mariadb server\n # and so we don't want to run garbd.\n if enabled and (self._num_controllers() < 2 or\n utils.is_aio_duplex_system(self.dbapi) or\n (self._distributed_cloud_role() ==\n constants.DISTRIBUTED_CLOUD_ROLE_SYSTEMCONTROLLER)):\n enabled = False\n return enabled\n\n def execute_manifest_updates(self, operator):\n # On application load this chart is enabled in the mariadb chart group\n if not self._is_enabled(operator.APP,\n self.CHART, common.HELM_NS_OPENSTACK):\n operator.chart_group_chart_delete(\n operator.CHART_GROUPS_LUT[self.CHART],\n operator.CHARTS_LUT[self.CHART])\n\n def get_overrides(self, namespace=None):\n overrides = {\n common.HELM_NS_OPENSTACK: {\n }\n }\n\n if namespace in self.SUPPORTED_NAMESPACES:\n return overrides[namespace]\n elif namespace == True:\n raise exception.InvalidHelmNamespace(chart=self.CHART,\n namespace=namespace)\n else:\n return overrides"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Issue: Explicit True comparison\n Severity: LOW\n\n Location: Line 62\n\n Buggy code:\n elif namespace == True:\n\n Should be:\n elif namespace:\n\n Explanation: Non-pythonic comparison - works but not idiomatic\n Fix: Use \"is/is not\" for None, avoid explicit True comparison"}]
| true
|
logical
|
WRONG_COMPARISON
|
LOW
|
ab30b98300e549b0e8401f690d6ee36c03180fdb
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python """Generate frame counts dict for a dataset. Usage: frame_counter.py [options] Options: -h, --help Print help message --root=<str> Path to root of dataset (should contain video folders that contain images) [default: /vision/vision_users/azou/data/hmdb51_flow/u/] --output=<str> Output filename [default: hmdb_frame_count.pickle] """ from __future__ import print_function from docopt import docopt import os import sys import pickle if __name__ == '__main__': args = docopt(__doc__) print(args) # Final counts counts = {} min_count = sys.maxint # Generate list of video folders for root, dirs, files in os.walk(args['--root']): # Skip the root directory if len(dirs) != 0: continue # Process a directory and frame count into a dictionary entry name = os.path.basename(os.path.normpath(root)) print('{}: {} frames'.format(name, len(files))) counts[name] = len(files) # Track minimum count if len(files) < min_count: min_count = len(files) with open(args['--output'], 'wb') as ofile: pickle.dump(counts, ofile) print('Minimum frame count = {}'.format(min_count))
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 2 • IndentationError at line 13 Fixes: • Add closing quote at line 2 • Fix indentation to match Python syntax rules
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,284
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\"\"\"Generate frame counts dict for a dataset.\n\nUsage:\n frame_counter.py [options]\n\nOptions:\n -h, --help Print help message\n --root=<str> Path to root of dataset (should contain video folders that contain images)\n [default: /vision/vision_users/azou/data/hmdb51_flow/u/]\n --output=<str> Output filename [default: hmdb_frame_count.pickle]\n \"\"\"\n from __future__ import print_function\nfrom docopt import docopt\nimport os\nimport sys\nimport pickle\n\nif __name__ == '__main__':\n args = docopt(__doc__)\n print(args)\n\n # Final counts\n counts = {}\n min_count = sys.maxint\n\n # Generate list of video folders\n for root, dirs, files in os.walk(args['--root']):\n # Skip the root directory\n if len(dirs) != 0:\n continue\n\n # Process a directory and frame count into a dictionary entry\n name = os.path.basename(os.path.normpath(root))\n print('{}: {} frames'.format(name, len(files)))\n counts[name] = len(files)\n\n # Track minimum count\n if len(files) < min_count:\n min_count = len(files)\n\n with open(args['--output'], 'wb') as ofile:\n pickle.dump(counts, ofile)\n\n print('Minimum frame count = {}'.format(min_count))"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 2\n \u2022 IndentationError at line 13\n\n Fixes:\n \u2022 Add closing quote at line 2\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
ab313db7c6b7e6135aaa8212f15c08dfe29e2372
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: total = 0 for n in range(1000, 1000000): suma = 0 for i in str(n): suma += int(i)**5 if (n = suma): total += n print(total)
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Assignment instead of comparison Severity: CRITICAL Location: Line 8 Buggy code: if (n = suma): Should be: if (n == suma): Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
beginner
|
general
|
logical_errors
|
Pythoncode:Python
| 0
| 0
| 154
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\ntotal = 0\n\nfor n in range(1000, 1000000):\n suma = 0\n for i in str(n):\n suma += int(i)**5\n\n if (n = suma):\n total += n\n\nprint(total)"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Assignment instead of comparison\n Severity: CRITICAL\n\n Location: Line 8\n\n Buggy code:\n if (n = suma):\n\n Should be:\n if (n == suma):\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
ab32101612714ab2b6b04c378a7a5646daa96906
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: ... [5 more functiondefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 47
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ab33de96dbc34b33ac4aed99648c2c63749addef
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from nltk.corpus import gutenberg from nltk import ConditionalFreqDist from random import choice #create the distribution object cfd = ConditionalFreqDist() ## for each token count the current word given the previous word prev_word = None for word in gutenberg.words('austen-persuasion.txt'): cfd[prev_word][word] += 1 prev_word = word ## start predicting at given word, say "therefore" word = "therefore" i = 1 ## find all words that can follow the given word and choose one at random while i<20: print word, lwords = cfd.get(word).keys() follower = choice(lwords) word = follower i += 1
|
Code analysis results: 🔴 Errors found: SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 21 ⚠️ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 💡 Suggestions: Review code syntax
|
intermediate
|
oop
|
debugging
|
Pythoncode:Python
| 0
| 0
| 628
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\nfrom nltk.corpus import gutenberg\nfrom nltk import ConditionalFreqDist\nfrom random import choice\n\n#create the distribution object\ncfd = ConditionalFreqDist()\n\n## for each token count the current word given the previous word\nprev_word = None\nfor word in gutenberg.words('austen-persuasion.txt'):\n cfd[prev_word][word] += 1\n prev_word = word\n\n## start predicting at given word, say \"therefore\"\nword = \"therefore\"\ni = 1\n\n## find all words that can follow the given word and choose one at random\nwhile i<20:\n print word,\n lwords = cfd.get(word).keys()\n follower = choice(lwords)\n word = follower\n i += 1"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 21\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 13\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n\n\ud83d\udca1 Suggestions:\n Review code syntax"}]
| false
| null | null | null |
ab36c71fdbd365804953a57202728144c1db7c55
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python # Copyright (c) 2016 The Johns Hopkins University/Applied Physics Laboratory # 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 expres ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # License for the specific language governing permissions and limitations # under the License. import logging # noqa: E402
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 551
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n\n# Copyright (c) 2016 The Johns Hopkins University/Applied Physics Laboratory\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 expres\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# License for the specific language governing permissions and limitations\n# under the License.\n\nimport logging # noqa: E402"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab36d85f43aaa15a75066ac03e9bf9c7135fde35
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # # test_tempo_event.py # crest-python # # Copyright (C) 2017 Rue Yokaze # Distributed under the MIT License. # import crest_loader import unittest from crest.events.meta import TempoEvent class TestTempoEvent(unittest.TestCase): def test_ctor(self): TempoEvent() TempoEvent(120) def test_message(self): evt = TempoEvent(120) self.assertEqual(evt.Message, [0xFF, 0x51, 0x03, 0x07, 0xA1, 0x20]) def test_property(self): evt = TempoEvent(120) self.assertEqual(evt.Tempo, 120) self.assertEqual(evt.MicroSeconds, 500000) evt.Tempo = 60 self.assertEqual(evt.Tempo, 60) self.assertEqual(evt.MicroSeconds, 1000000) evt.MicroSeconds = 250000 self.assertEqual(evt.Tempo, 240) self.assertEqual(evt.MicroSeconds, 250000) if (__name__ == '__main__'): unittest.main()
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 16 Unexpected indentation at line 20 Unexpected indentation at line 24 Unexpected indentation at line 25 💡 Suggestions: Add docstring to class 'TestTempoEvent' Add docstring to function 'test_property'
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 3
| 1
| 889
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#\n# test_tempo_event.py\n# crest-python\n#\n# Copyright (C) 2017 Rue Yokaze\n# Distributed under the MIT License.\n#\nimport crest_loader\nimport unittest\nfrom crest.events.meta import TempoEvent\n\n\nclass TestTempoEvent(unittest.TestCase):\n def test_ctor(self):\n TempoEvent()\n TempoEvent(120)\n\n def test_message(self):\n evt = TempoEvent(120)\n self.assertEqual(evt.Message, [0xFF, 0x51, 0x03, 0x07, 0xA1, 0x20])\n\n def test_property(self):\n evt = TempoEvent(120)\n self.assertEqual(evt.Tempo, 120)\n self.assertEqual(evt.MicroSeconds, 500000)\n evt.Tempo = 60\n self.assertEqual(evt.Tempo, 60)\n self.assertEqual(evt.MicroSeconds, 1000000)\n evt.MicroSeconds = 250000\n self.assertEqual(evt.Tempo, 240)\n self.assertEqual(evt.MicroSeconds, 250000)\n\n\nif (__name__ == '__main__'):\n unittest.main()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 16\n Unexpected indentation at line 20\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'TestTempoEvent'\n Add docstring to function 'test_property'"}]
| false
| null | null | null |
ab37e16ef4016e52fa0dab454a286037abc7c623
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright 2020 The TensorFlow Quantum Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== """Module functions for tfq.differentiators.*""" from tensorflow_quantum.python.differentiators.adjoint import ( Adjoint,) from tensorflow_quantum.python.differentiators.linear_combination import ( ForwardDifference, CentralDifference, LinearCombination, ) from tensorflow_quantum.python.differentiators.parameter_shift import ( ParameterShift,) from tensorflow_quantum.python.differentiators.differentiator import ( Differentiator,)
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 18 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,159
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright 2020 The TensorFlow Quantum Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ==============================================================================\n\"\"\"Module functions for tfq.differentiators.*\"\"\"\n\nfrom tensorflow_quantum.python.differentiators.adjoint import (\n Adjoint,)\n\nfrom tensorflow_quantum.python.differentiators.linear_combination import (\n ForwardDifference,\n CentralDifference,\n LinearCombination,\n)\n\nfrom tensorflow_quantum.python.differentiators.parameter_shift import (\n ParameterShift,)\n\nfrom tensorflow_quantum.python.differentiators.differentiator import (\n Differentiator,)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 18\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23"}]
| false
| null | null | null |
ab386b22c54d5affe44957aab20ea4dc3913a866
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import unittest import numpy.testing as testing import numpy as np import fitsio import tempfile import os from redmapper import ColorBackground from redmapper import ColorBackgroundGenerator from redmapper import Configuration class ColorBackgroundTestCase(unittest.TestCase): """ Tests for the redmapper.ColorBackground and redmapper.ColorBackgroundGenerator classes. """ ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 13 Invalid syntax at line 18: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 ✨ Improvements: Complete the expression on the last line Add closing quote at line 13 Review syntax near the error location
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 0
| 1
| 439
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport unittest\nimport numpy.testing as testing\nimport numpy as np\nimport fitsio\nimport tempfile\nimport os\n\nfrom redmapper import ColorBackground\nfrom redmapper import ColorBackgroundGenerator\nfrom redmapper import Configuration\n\nclass ColorBackgroundTestCase(unittest.TestCase):\n \"\"\"\n Tests for the redmapper.ColorBackground and\n redmapper.ColorBackgroundGenerator classes.\n \"\"\"\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 13\n Invalid syntax at line 18: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 13\n Review syntax near the error location"}]
| false
| null | null | null |
ab38ae2d8c17a7a5df07314f47034bda8a636085
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright (c) 2008,2015,2016,2017,2018,2019 MetPy Developers. # Distributed under the terms of the BSD 3-Clause License. # SPDX-License-Identifier: BSD-3-Clause def wind_speed(u, v): r"""Compute the wind speed from u and v-components. Parameters ---------- u : `pint.Quantity` Wind component in the X (East-West) direction v : `pint.Quantity` Wind component in the Y (North-South) direction Returns ------- wind speed: `pint.Quantity` The speed of the wind See Also -------- wind_components """ speed = np.sqrt(u * u + v * v) return speed @exporter.export @preprocess_xarray @check_units('[speed]', '[speed]') def wind_direction(u, v, convention='from'): r"""Compute the wind direction from u and v-components. Parameters ---------- u : `pint.Quantity` Wind component in the X (East-West) direction v : `pint.Quantity` Wind component in the Y (North-South) direction convention : str Convention to return direction. 'from' returns the direction the wind is coming from (meteorological convention). 'to' returns the direction the wind is going towards (oceanographic convention). Default is 'from'. Returns ------- direction: `pint.Quantity` The direction of the wind in interval [0, 360] degrees, with 360 being North, with the direction defined by the convention kwarg.
|
See Also -------- wind_components Notes ----- In the case of calm winds (where `u` and `v` are zero), this function returns a direction of 0. """ wdir = 90. * units.deg - np.arctan2(-v, -u) origshape = wdir.shape wdir = atleast_1d(wdir) # Handle oceanographic convection if convention == 'to': wdir -= 180 * units.deg elif convention not in ('to', 'from'): raise ValueError('Invalid kwarg for "convention". Valid options are "from" or "to".') wdir[wdir <= 0] += 360. * units.deg # avoid unintended modification of `pint.Quantity` by direct use of magnitude calm_mask = (np.asarray(u.magnitude) == 0.) & (np.asarray(v.magnitude) == 0.) # np.any check required for legacy numpy which treats 0-d False boolean index as zero if np.any(calm_mask): wdir[calm_mask] = 0. * units.deg return wdir.reshape(origshape).to('degrees') @exporter.export @preprocess_xarray @check_units('[speed]') ... [17 more functiondefs truncated] ...
|
intermediate
|
ui
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 2,493
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright (c) 2008,2015,2016,2017,2018,2019 MetPy Developers.\n# Distributed under the terms of the BSD 3-Clause License.\n# SPDX-License-Identifier: BSD-3-Clause\ndef wind_speed(u, v):\n r\"\"\"Compute the wind speed from u and v-components.\n\n Parameters\n ----------\n u : `pint.Quantity`\n Wind component in the X (East-West) direction\n v : `pint.Quantity`\n Wind component in the Y (North-South) direction\n\n Returns\n -------\n wind speed: `pint.Quantity`\n The speed of the wind\n\n See Also\n --------\n wind_components\n\n \"\"\"\n speed = np.sqrt(u * u + v * v)\n return speed\n\n\n@exporter.export\n@preprocess_xarray\n@check_units('[speed]', '[speed]')\ndef wind_direction(u, v, convention='from'):\n r\"\"\"Compute the wind direction from u and v-components.\n\n Parameters\n ----------\n u : `pint.Quantity`\n Wind component in the X (East-West) direction\n v : `pint.Quantity`\n Wind component in the Y (North-South) direction\n convention : str\n Convention to return direction. 'from' returns the direction the wind is coming from\n (meteorological convention). 'to' returns the direction the wind is going towards\n (oceanographic convention). Default is 'from'.\n\n Returns\n -------\n direction: `pint.Quantity`\n The direction of the wind in interval [0, 360] degrees, with 360 being North, with the\n direction defined by the convention kwarg."}, {"role": "assistant", "content": "\n See Also\n --------\n wind_components\n\n Notes\n -----\n In the case of calm winds (where `u` and `v` are zero), this function returns a direction\n of 0.\n\n \"\"\"\n wdir = 90. * units.deg - np.arctan2(-v, -u)\n origshape = wdir.shape\n wdir = atleast_1d(wdir)\n\n # Handle oceanographic convection\n if convention == 'to':\n wdir -= 180 * units.deg\n elif convention not in ('to', 'from'):\n raise ValueError('Invalid kwarg for \"convention\". Valid options are \"from\" or \"to\".')\n\n wdir[wdir <= 0] += 360. * units.deg\n # avoid unintended modification of `pint.Quantity` by direct use of magnitude\n calm_mask = (np.asarray(u.magnitude) == 0.) & (np.asarray(v.magnitude) == 0.)\n # np.any check required for legacy numpy which treats 0-d False boolean index as zero\n if np.any(calm_mask):\n wdir[calm_mask] = 0. * units.deg\n return wdir.reshape(origshape).to('degrees')\n\n\n@exporter.export\n@preprocess_xarray\n@check_units('[speed]')\n\n ... [17 more functiondefs truncated] ..."}]
| false
| null | null | null |
ab392fd8e80c256d42ff5f34b47b1e8775e1c4cb
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from rest_framework.response import Response from rest_framework.decorators import api_view from rest_framework.reverse import reverse from rest_framework_simplejwt.tokens import RefreshToken @api_view(['GET']) def root(request, fmt=None): return Response({ 'v1': reverse('api_v1:root', request=request, format=fmt), }) @api_view(['GET']) def v1_root(request, fmt=None): root_navigation = { 'redirects': reverse('api_v1:redirects:redirect-list', request=request, format=fmt), 'token': reverse('api_v1:token_root', request=request, format=fmt) } return Response(root_navigation) @api_view(['GET']) def token_root(request, fmt=None): token_navigation = { 'auth': reverse('api_v1:token_auth', request=request, format=fmt), 'refresh': reverse('api_v1:token_refresh', request=request, format=fmt), 'verify': reverse('api_v1:token_verify', request=request, format=fmt), } return Response(token_navigation) @api_view(['POST']) def token_refresh(request): token = request.COOKIES.get("burl_refresh_token") if token: refresh = RefreshToken(str(token)) access = str(refresh.access_token) Error: IndentationError / Incomplete Function
|
Fixed Code: from rest_framework.response import Response from rest_framework.decorators import api_view from rest_framework.reverse import reverse from rest_framework_simplejwt.tokens import RefreshToken @api_view(['GET']) def root(request, fmt=None): return Response({ 'v1': reverse('api_v1:root', request=request, format=fmt), }) @api_view(['GET']) def v1_root(request, fmt=None): root_navigation = { 'redirects': reverse('api_v1:redirects:redirect-list', request=request, format=fmt), 'token': reverse('api_v1:token_root', request=request, format=fmt) } return Response(root_navigation) Explanation: Complete the function 'token_refresh' body and add missing return
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 5
| 0
| 1,189
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom rest_framework.response import Response\nfrom rest_framework.decorators import api_view\nfrom rest_framework.reverse import reverse\nfrom rest_framework_simplejwt.tokens import RefreshToken\n\n\n@api_view(['GET'])\ndef root(request, fmt=None):\n return Response({\n 'v1': reverse('api_v1:root', request=request, format=fmt),\n })\n\n\n@api_view(['GET'])\ndef v1_root(request, fmt=None):\n root_navigation = {\n 'redirects': reverse('api_v1:redirects:redirect-list', request=request, format=fmt),\n 'token': reverse('api_v1:token_root', request=request, format=fmt)\n }\n return Response(root_navigation)\n\n\n@api_view(['GET'])\ndef token_root(request, fmt=None):\n token_navigation = {\n 'auth': reverse('api_v1:token_auth', request=request, format=fmt),\n 'refresh': reverse('api_v1:token_refresh', request=request, format=fmt),\n 'verify': reverse('api_v1:token_verify', request=request, format=fmt),\n }\n return Response(token_navigation)\n\n\n@api_view(['POST'])\ndef token_refresh(request):\n token = request.COOKIES.get(\"burl_refresh_token\")\n if token:\n refresh = RefreshToken(str(token))\n access = str(refresh.access_token)\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom rest_framework.response import Response\nfrom rest_framework.decorators import api_view\nfrom rest_framework.reverse import reverse\nfrom rest_framework_simplejwt.tokens import RefreshToken\n\n\n@api_view(['GET'])\ndef root(request, fmt=None):\n return Response({\n 'v1': reverse('api_v1:root', request=request, format=fmt),\n })\n\n\n@api_view(['GET'])\ndef v1_root(request, fmt=None):\n root_navigation = {\n 'redirects': reverse('api_v1:redirects:redirect-list', request=request, format=fmt),\n 'token': reverse('api_v1:token_root', request=request, format=fmt)\n }\n return Response(root_navigation)\n\n Explanation: Complete the function 'token_refresh' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
ab3a2dd3958eeed0683e138275086ab9243b7a2e
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from rest_framework import serializers from .models import Post, Comment, Like from django.contrib.auth.models import User class CurrentUserSerializer(serializers.ModelSerializer): class Meta: model = User fields = ('id', 'username', 'email') class PostSerializer(serializers.ModelSerializer): user = CurrentUserSerializer() class Meta: model = Post fields = ('id', 'title', 'text', 'user', 'created_at') class PostSerializer2(serializers.ModelSerializer): user = CurrentUserSerializer class Meta: model = Post fields = ('id', 'title', 'text', 'user', 'created_at') class CommentSerializer(serializers.ModelSerializer): user = CurrentUserSerializer() post = PostSerializer() class Meta: model = Comment fields = ('id', 'text', 'user', 'post', 'created_at') class CommentSerializer2(serializers.ModelSerializer): user = CurrentUserSerializer post = PostSerializer class Meta: model = Comment fields = ('id', 'text', 'user', 'post', 'created_at') class LikeSerializer(serializers.ModelSerializer): user = CurrentUserSerializer post = PostSerializer class Meta: model = Like fields = ('id', 'user', 'post', 'created_at')
|
Classes: CurrentUserSerializer, Meta, PostSerializer This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 12
| 1,296
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom rest_framework import serializers\nfrom .models import Post, Comment, Like\nfrom django.contrib.auth.models import User\n\n\nclass CurrentUserSerializer(serializers.ModelSerializer):\n class Meta:\n model = User\n fields = ('id', 'username', 'email')\n\n\nclass PostSerializer(serializers.ModelSerializer):\n user = CurrentUserSerializer()\n\n class Meta:\n model = Post\n fields = ('id', 'title', 'text', 'user', 'created_at')\n\nclass PostSerializer2(serializers.ModelSerializer):\n user = CurrentUserSerializer\n\n class Meta:\n model = Post\n fields = ('id', 'title', 'text', 'user', 'created_at')\n\n\nclass CommentSerializer(serializers.ModelSerializer):\n\n user = CurrentUserSerializer()\n post = PostSerializer()\n\n class Meta:\n model = Comment\n fields = ('id', 'text', 'user', 'post', 'created_at')\n\nclass CommentSerializer2(serializers.ModelSerializer):\n \n user = CurrentUserSerializer\n post = PostSerializer\n\n class Meta:\n model = Comment\n fields = ('id', 'text', 'user', 'post', 'created_at')\n\nclass LikeSerializer(serializers.ModelSerializer):\n user = CurrentUserSerializer\n post = PostSerializer\n\n class Meta:\n model = Like\n fields = ('id', 'user', 'post', 'created_at')"}, {"role": "assistant", "content": " Classes: CurrentUserSerializer, Meta, PostSerializer\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ab3b3b45e085df872dae2584e5093ac10afc0c16
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from ..embeddings.base import Embeddings from flair.data import Sentence class BertEmbeddings(Embeddings): def __init__(self, model_path, layers="-1, -2, -3, -4", pooling_operation='first', use_scalar_mix=True, no_cuda=False, *args, **kwargs): super(BertEmbeddings, self).__init__(*args, **kwargs) self._path = model_path self._embeddings = None self._layers = layers self._pooling_operation = pooling_operation self._use_scalar_mix = use_scalar_mix self._no_cuda = no_cuda def get(self, keys): if self._embeddings is None: if self._no_cuda: import flair import torch flair.device = torch.device('cpu') from .flair_bert import BertEmbeddings self._embeddings = BertEmbeddings(bert_model_or_path=self._path, layers=self._layers, pooling_operation=self._pooling_operation, use_scalar_mix=self._use_scalar_mix) sentences = [Sentence(key) for key in keys] # noinspection PyUnresolvedReferences
|
self._embeddings.embed(sentences) for s_idx, sentence in enumerate(sentences): for t_idx, token in enumerate(sentence): emb = token.embedding.cpu().numpy() yield token.text, emb del token del sentence def config(self): return {'description': self.description()} def description(self): layer_str = self._layers layer_str = layer_str.replace(' ', '') layer_str = layer_str.replace(',', '_') return "bert-layers_{}-pooling_{}-scalarmix_{}".format(layer_str, self._pooling_operation, self._use_scalar_mix)
|
advanced
|
database
|
code_completion
|
Pythoncode:Python
| 4
| 1
| 1,879
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom ..embeddings.base import Embeddings\n\nfrom flair.data import Sentence\n\n\nclass BertEmbeddings(Embeddings):\n\n def __init__(self, model_path,\n layers=\"-1, -2, -3, -4\", pooling_operation='first', use_scalar_mix=True, no_cuda=False, *args, **kwargs):\n\n super(BertEmbeddings, self).__init__(*args, **kwargs)\n\n self._path = model_path\n self._embeddings = None\n self._layers = layers\n self._pooling_operation = pooling_operation\n self._use_scalar_mix = use_scalar_mix\n self._no_cuda = no_cuda\n\n def get(self, keys):\n\n if self._embeddings is None:\n\n if self._no_cuda:\n import flair\n import torch\n flair.device = torch.device('cpu')\n\n from .flair_bert import BertEmbeddings\n\n self._embeddings = BertEmbeddings(bert_model_or_path=self._path,\n layers=self._layers,\n pooling_operation=self._pooling_operation,\n use_scalar_mix=self._use_scalar_mix)\n\n sentences = [Sentence(key) for key in keys]\n\n # noinspection PyUnresolvedReferences"}, {"role": "assistant", "content": "\n self._embeddings.embed(sentences)\n\n for s_idx, sentence in enumerate(sentences):\n\n for t_idx, token in enumerate(sentence):\n\n emb = token.embedding.cpu().numpy()\n\n yield token.text, emb\n\n del token\n\n del sentence\n\n def config(self):\n\n return {'description': self.description()}\n\n def description(self):\n\n layer_str = self._layers\n layer_str = layer_str.replace(' ', '')\n layer_str = layer_str.replace(',', '_')\n\n return \"bert-layers_{}-pooling_{}-scalarmix_{}\".format(layer_str, self._pooling_operation, self._use_scalar_mix)"}]
| false
| null | null | null |
ab3e250f158b4ed0173fe7715ee2559fe186d522
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # !/usr/local/bin/python # -*- coding:utf-8 -*- import YunBi import CNBTC import json import threading import Queue import time import logging import numpy import message import random open_platform = [True,True,True,True] numpy.set_printoptions(suppress=True) # logging.basicConfig(level=logging.DEBUG, # format="[%(asctime)20s] [%(levelname)8s] %(filename)10s:%(lineno)-5s --- %(message)s", # datefmt="%Y-%m-%d %H:%M:%S", # filename="log/%s.log"%time.strftime('%Y-%m-%d %H:%M:%S',time.localtime(time.time())), # filemode='w') # console = logging.StreamHandler() # console.setLevel(logging.INFO) # formatter = logging.Formatter("[%(asctime)20s] [%(levelname)8s] %(filename)10s:%(lineno)-5s --- %(message)s", "%Y-%m-%d %H:%M:%S") # console.setFormatter(formatter) # logging.getLogger('').addHandler(console) coin_status = [-1,-1,-1,-1] money_status = [-1,-1,-1,-1] history = open("log/historyPrice_%s.txt"%time.strftime('%Y_%m_%d_%H_%M_%S', time.localtime(time.time())),"a") # output = open("journalist.txt",'a') balance = open("log/balance%s.txt"%time.strftime('%Y_%m_%d %H_%M_%S', time.localtime(time.time())),'a') ybQue1 = Queue.Queue() ybQue2 = Queue.Queue() hbQue1 = Queue.Queue() hbQue2 = Queue.Queue() okcQue1 = Queue.Queue() okcQue2 = Queue.Queue() cnbtcQue1 = Queue.Queue() cnbtcQue2 = Queue.Queue() ybTradeQue1 = Queue.Queue() ybTradeQue2 = Queue.Queue() cnbtcTradeQue1 = Queue.Queue() cnbtcTradeQue2 = Queue.Queue() hbTradeQue1 = Queue.Queue() hbTradeQue2 = Queue.Queue() okcTradeQue1 = Queue.Queue() okcTradeQue2 = Queue.Queue()
|
ybAccountQue1 = Queue.Queue() ybAccountQue2 = Queue.Queue() cnbtcAccountQue1 = Queue.Queue() cnbtcAccountQue2 = Queue.Queue() hbAccountQue1 = Queue.Queue() hbAccountQue2 = Queue.Queue() okcAccountQue1 = Queue.Queue() okcAccountQue2 = Queue.Queue() alertQue = Queue.Queue() total_trade_coin = 0 delay_time = 0.2 config = json.load(open("config.json","r")) #####max coin # in each trade maxTradeLimitation = float(config["MaxCoinTradeLimitation"]) tel_list = config["tel"] # maxTradeLimitation_yb_buy_cnbtc_sell = float(config["MaxCoinTradeLimitation_yb_buy_cnbtc_sell"]) # maxTradeLimitation_yb_buy_hb_sell = float(config["MaxCoinTradeLimitation_yb_buy_hb_sell"]) # maxTradeLimitation_yb_sell_hb_buy = float(config["MaxCoinTradeLimitation_yb_sell_hb_buy"]) # maxTradeLimitation_hb_buy_cnbtc_sell = float(config["MaxCoinTradeLimitation_hb_buy_cnbtc_sell"]) # maxTradeLimitation_hb_sell_cnbtc_buy = float(config["MaxCoinTradeLimitation_hb_sell_cnbtc_buy"]) #####max coin # for each account maxCoin = float(config["MaxCoinLimitation"]) #####if spread over this threshold, we trade max_thres_limitation = float(config["max_thres_limitation"]) spread_threshold_yb_sell_cnbtc_buy = float(config["spread_threshold_yb_sell_cnbtc_buy"]) spread_threshold_yb_buy_cnbtc_sell = float(config["spread_threshold_yb_buy_cnbtc_sell"]) spread_threshold_yb_buy_hb_sell = float(config["spread_threshold_yb_buy_hb_sel ... [code truncated] ...
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 3,033
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# !/usr/local/bin/python\n# -*- coding:utf-8 -*-\nimport YunBi\nimport CNBTC\nimport json\nimport threading\nimport Queue\nimport time\nimport logging\nimport numpy\nimport message\nimport random\nopen_platform = [True,True,True,True]\nnumpy.set_printoptions(suppress=True)\n# logging.basicConfig(level=logging.DEBUG,\n# format=\"[%(asctime)20s] [%(levelname)8s] %(filename)10s:%(lineno)-5s --- %(message)s\",\n# datefmt=\"%Y-%m-%d %H:%M:%S\",\n# filename=\"log/%s.log\"%time.strftime('%Y-%m-%d %H:%M:%S',time.localtime(time.time())),\n# filemode='w')\n# console = logging.StreamHandler()\n# console.setLevel(logging.INFO)\n# formatter = logging.Formatter(\"[%(asctime)20s] [%(levelname)8s] %(filename)10s:%(lineno)-5s --- %(message)s\", \"%Y-%m-%d %H:%M:%S\")\n# console.setFormatter(formatter)\n# logging.getLogger('').addHandler(console)\ncoin_status = [-1,-1,-1,-1]\nmoney_status = [-1,-1,-1,-1]\nhistory = open(\"log/historyPrice_%s.txt\"%time.strftime('%Y_%m_%d_%H_%M_%S', time.localtime(time.time())),\"a\")\n# output = open(\"journalist.txt\",'a')\nbalance = open(\"log/balance%s.txt\"%time.strftime('%Y_%m_%d %H_%M_%S', time.localtime(time.time())),'a')\nybQue1 = Queue.Queue()\nybQue2 = Queue.Queue()\nhbQue1 = Queue.Queue()\nhbQue2 = Queue.Queue()\nokcQue1 = Queue.Queue()\nokcQue2 = Queue.Queue()\ncnbtcQue1 = Queue.Queue()\ncnbtcQue2 = Queue.Queue()\nybTradeQue1 = Queue.Queue()\nybTradeQue2 = Queue.Queue()\ncnbtcTradeQue1 = Queue.Queue()\ncnbtcTradeQue2 = Queue.Queue()\nhbTradeQue1 = Queue.Queue()\nhbTradeQue2 = Queue.Queue()\nokcTradeQue1 = Queue.Queue()\nokcTradeQue2 = Queue.Queue()"}, {"role": "assistant", "content": "\nybAccountQue1 = Queue.Queue()\nybAccountQue2 = Queue.Queue()\ncnbtcAccountQue1 = Queue.Queue()\ncnbtcAccountQue2 = Queue.Queue()\nhbAccountQue1 = Queue.Queue()\nhbAccountQue2 = Queue.Queue()\nokcAccountQue1 = Queue.Queue()\nokcAccountQue2 = Queue.Queue()\nalertQue = Queue.Queue()\n\ntotal_trade_coin = 0\ndelay_time = 0.2\nconfig = json.load(open(\"config.json\",\"r\"))\n#####max coin # in each trade\nmaxTradeLimitation = float(config[\"MaxCoinTradeLimitation\"])\ntel_list = config[\"tel\"]\n# maxTradeLimitation_yb_buy_cnbtc_sell = float(config[\"MaxCoinTradeLimitation_yb_buy_cnbtc_sell\"])\n# maxTradeLimitation_yb_buy_hb_sell = float(config[\"MaxCoinTradeLimitation_yb_buy_hb_sell\"])\n# maxTradeLimitation_yb_sell_hb_buy = float(config[\"MaxCoinTradeLimitation_yb_sell_hb_buy\"])\n# maxTradeLimitation_hb_buy_cnbtc_sell = float(config[\"MaxCoinTradeLimitation_hb_buy_cnbtc_sell\"])\n# maxTradeLimitation_hb_sell_cnbtc_buy = float(config[\"MaxCoinTradeLimitation_hb_sell_cnbtc_buy\"])\n#####max coin # for each account\nmaxCoin = float(config[\"MaxCoinLimitation\"])\n#####if spread over this threshold, we trade\nmax_thres_limitation = float(config[\"max_thres_limitation\"])\nspread_threshold_yb_sell_cnbtc_buy = float(config[\"spread_threshold_yb_sell_cnbtc_buy\"])\nspread_threshold_yb_buy_cnbtc_sell = float(config[\"spread_threshold_yb_buy_cnbtc_sell\"])\nspread_threshold_yb_buy_hb_sell = float(config[\"spread_threshold_yb_buy_hb_sel\n\n ... [code truncated] ..."}]
| false
| null | null | null |
ab3e8587e5794a9e3b079ba7743bbea191efe88d
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/python3 """ Author: Robert Cudmore Date: 20181013 Purpose: Send a Tweet with IP and MAC address of a Raspberry Pi Install: pip3 install tweepy Usage: python3 startuptweet.py 'this is my tweet' """ import tweepy import sys import socket import subprocess from uuid import getnode as get_mac from datetime import datetime # Create variables for each key, secret, token from my_config import hash_tag from my_config import consumer_key from my_config import consumer_secret from my_config import access_token from my_config import access_token_secret message = '' if len( sys.argv ) > 1: message = sys.argv[1] # Set up OAuth and integrate with API auth = tweepy.OAuthHandler(consumer_key, consumer_secret) auth.set_access_token(access_token, access_token_secret) api = tweepy.API(auth) # thetime = datetime.now().strftime('%Y%m%d %H:%M:%S') ip = subprocess.check_output(['hostname', '--all-ip-addresses']) ip = ip.decode('utf-8').strip() hostname = socket.gethostname() mac = get_mac() mac = hex(mac) tweet = thetime + ' ' + hostname + ' ' + ip + ' ' + mac + ' ' + message + ' ' + hash_tag print('tweeting:', tweet) api.update_status(status=tweet)
|
Code Review: ❌ Critical issues: Unterminated string literal at line 3 ✨ Improvements: Add closing quote at line 3 Remove debug print() at line 50 before production
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 0
| 0
| 1,174
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/python3\n\n\"\"\"\nAuthor: Robert Cudmore\nDate: 20181013\nPurpose: Send a Tweet with IP and MAC address of a Raspberry Pi\nInstall:\n\tpip3 install tweepy\nUsage:\n\tpython3 startuptweet.py 'this is my tweet'\n\"\"\"\n\nimport tweepy\nimport sys\nimport socket\nimport subprocess\nfrom uuid import getnode as get_mac\nfrom datetime import datetime\n\n# Create variables for each key, secret, token\nfrom my_config import hash_tag\nfrom my_config import consumer_key\nfrom my_config import consumer_secret\nfrom my_config import access_token\nfrom my_config import access_token_secret\n\nmessage = ''\nif len( sys.argv ) > 1:\n message = sys.argv[1]\n\n\n# Set up OAuth and integrate with API\nauth = tweepy.OAuthHandler(consumer_key, consumer_secret)\nauth.set_access_token(access_token, access_token_secret)\napi = tweepy.API(auth)\n\n#\n\nthetime = datetime.now().strftime('%Y%m%d %H:%M:%S')\n\nip = subprocess.check_output(['hostname', '--all-ip-addresses'])\nip = ip.decode('utf-8').strip()\n\nhostname = socket.gethostname()\n\nmac = get_mac()\nmac = hex(mac)\n\ntweet = thetime + ' ' + hostname + ' ' + ip + ' ' + mac + ' ' + message + ' ' + hash_tag\nprint('tweeting:', tweet)\napi.update_status(status=tweet)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 3\n\n\u2728 Improvements:\n Add closing quote at line 3\n Remove debug print() at line 50 before production"}]
| false
| null | null | null |
ab3ea1f161bcea5311f9766c4b23a51c645e6437
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/python from bs4 import BeautifulSoup import sqlite3 class DB: """ Abstraction for the profile database """ def __init__(self, filename): """ Creates a new connection to the database filename - The name of the database file to use """ self.Filename = filename self.Connection = sqlite3.connect(filename) self.Cursor = self.Connection.cursor() def SaveProfile(self, data): """ Saves the profile to the database data - A dictionary of profile information """ self.Cursor.execute("INSERT INTO profiles (url, e0, e1, e2, e3, e4, e5, e6, e7, e8, gender, age, orientation, status, location) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)", (data['url'], data['e0'], data['e1'], data['e2'], data['e3'], data['e4'], data['e5'], data['e6'], data['e7'], data['e8'], data['gender'], data['age'], data['orientation'], data['status'], data['location'])) self.Connection.commit() def HasVisited(self, url): """ Returns true if the given URL is in the database, false otherwise url - The URL to check """ self.Cursor.execute("SELECT 1 FROM profiles WHERE url = ? LIMIT 1", (url,)) return self.Cursor.fetchone() is not None
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 7 ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 12 💡 Suggestions: Add closing quote at line 7 Line 26 too long (397 chars) - break into multiple lines
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 3
| 1
| 1,307
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/python\n\nfrom bs4 import BeautifulSoup\nimport sqlite3\n\nclass DB:\n \"\"\"\n Abstraction for the profile database\n \"\"\"\n def __init__(self, filename):\n \"\"\"\n Creates a new connection to the database\n\n filename - The name of the database file to use\n \"\"\"\n self.Filename = filename\n self.Connection = sqlite3.connect(filename)\n self.Cursor = self.Connection.cursor()\n\n def SaveProfile(self, data):\n \"\"\"\n Saves the profile to the database\n\n data - A dictionary of profile information\n \"\"\"\n self.Cursor.execute(\"INSERT INTO profiles (url, e0, e1, e2, e3, e4, e5, e6, e7, e8, gender, age, orientation, status, location) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\", (data['url'], data['e0'], data['e1'], data['e2'], data['e3'], data['e4'], data['e5'], data['e6'], data['e7'], data['e8'], data['gender'], data['age'], data['orientation'], data['status'], data['location']))\n self.Connection.commit()\n\n def HasVisited(self, url):\n \"\"\"\n Returns true if the given URL is in the database, false otherwise\n\n url - The URL to check\n \"\"\"\n self.Cursor.execute(\"SELECT 1 FROM profiles WHERE url = ? LIMIT 1\", (url,))\n return self.Cursor.fetchone() is not None"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 7\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 12\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 7\n Line 26 too long (397 chars) - break into multiple lines"}]
| false
| null | null | null |
ab3f43a17d20a3de43fa762a19edf3462b4252f3
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """ Copyright (c) 2015-2019 Raj Patel(raj454raj@gmail.com), StopStalk Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. """ import requests, bs4 import sites # Constants to be used in case of request failures SERVER_FAILURE = "SERVER_FAILURE" NOT_FOUND = "NOT_FOUND" OTHER_FAILURE = "OTHER_FAILURE" REQUEST_FAILURES = (SERVER_FAILURE, NOT_FOUND, OTHER_FAILURE) def get_invalid_handle_method(site): site_class = getattr(sites, site.lower()) invalid_handle_method = getattr(site_class.Profile, "is_invalid_handle") return invalid_handle_method if __name__ == "__main__": ihtable = db.invalid_handle atable = db.auth_user cftable = db.custom_friend stable = db.submission nrtable = db.next_retrieval ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: mapping = {} handle_to_row = {} for site in current.SITES: mapping[site] = get_invalid_handle_method(site)
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 1,772
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"\n Copyright (c) 2015-2019 Raj Patel(raj454raj@gmail.com), StopStalk\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\nimport requests, bs4\nimport sites\n\n# Constants to be used in case of request failures\nSERVER_FAILURE = \"SERVER_FAILURE\"\nNOT_FOUND = \"NOT_FOUND\"\nOTHER_FAILURE = \"OTHER_FAILURE\"\nREQUEST_FAILURES = (SERVER_FAILURE, NOT_FOUND, OTHER_FAILURE)\n\ndef get_invalid_handle_method(site):\n site_class = getattr(sites, site.lower())\n invalid_handle_method = getattr(site_class.Profile, \"is_invalid_handle\")\n return invalid_handle_method\n\nif __name__ == \"__main__\":\n\n ihtable = db.invalid_handle\n atable = db.auth_user\n cftable = db.custom_friend\n stable = db.submission\n nrtable = db.next_retrieval\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 mapping = {}\n handle_to_row = {}\n\n for site in current.SITES:\n mapping[site] = get_invalid_handle_method(site)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab4054d837b64d6cdc4bc55d34e29e751e8dc8d5
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # ------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for # license information. # -------------------------------------------------------------------------- import tensorflow as tf from keras.models import Model from keras.layers import Layer, InputLayer from ...proto import onnx from ..common._container import KerasModelContainer from ..common._topology import Topology from ..common.data_types import * def _extract_inbound_nodes(model): if hasattr(model, 'inbound_nodes'): return model.inbound_nodes elif hasattr(model, '_inbound_nodes'): return model._inbound_nodes else: raise ValueError('Failed to find inbound_nodes and _inbound_nodes when parsing Keras model') def extract_model_input_and_output_shapes(model, default_batch_size): if hasattr(model, 'input_shape'): if not isinstance(model.input_shape, list): input_shapes = [list(model.input_shape)] else: input_shapes = [list(shape) for shape in model.input_shape] elif hasattr(model, 'input_shapes'): input_shapes = [list(shape) for shape in model.input_shapes] else: raise ValueError('Fail to extract model input shape(s)')
|
for shape in input_shapes: if not isinstance(shape[0], numbers.Integral): shape[0] = default_batch_size if hasattr(model, 'output_shape'): if not isinstance(model.output_shape, list): output_shapes = [list(model.output_shape)] else: output_shapes = [list(shape) for shape in model.output_shape] elif hasattr(model, 'output_shapes'): output_shapes = [list(shape) for shape in model.output_shapes] else: raise ValueError('Fail to extract model output shape(s)') for shape in output_shapes: if not isinstance(shape[0], numbers.Integral): shape[0] = default_batch_size return input_shapes, output_shapes ... [3 more functiondefs truncated] ...
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 2,122
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -------------------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License. See License.txt in the project root for\n# license information.\n# --------------------------------------------------------------------------\n\nimport tensorflow as tf\nfrom keras.models import Model\nfrom keras.layers import Layer, InputLayer\nfrom ...proto import onnx\nfrom ..common._container import KerasModelContainer\nfrom ..common._topology import Topology\nfrom ..common.data_types import *\n\n\ndef _extract_inbound_nodes(model):\n if hasattr(model, 'inbound_nodes'):\n return model.inbound_nodes\n elif hasattr(model, '_inbound_nodes'):\n return model._inbound_nodes\n else:\n raise ValueError('Failed to find inbound_nodes and _inbound_nodes when parsing Keras model')\n\n\ndef extract_model_input_and_output_shapes(model, default_batch_size):\n if hasattr(model, 'input_shape'):\n if not isinstance(model.input_shape, list):\n input_shapes = [list(model.input_shape)]\n else:\n input_shapes = [list(shape) for shape in model.input_shape]\n elif hasattr(model, 'input_shapes'):\n input_shapes = [list(shape) for shape in model.input_shapes]\n else:\n raise ValueError('Fail to extract model input shape(s)')"}, {"role": "assistant", "content": "\n\n for shape in input_shapes:\n if not isinstance(shape[0], numbers.Integral):\n shape[0] = default_batch_size\n\n if hasattr(model, 'output_shape'):\n if not isinstance(model.output_shape, list):\n output_shapes = [list(model.output_shape)]\n else:\n output_shapes = [list(shape) for shape in model.output_shape]\n elif hasattr(model, 'output_shapes'):\n output_shapes = [list(shape) for shape in model.output_shapes]\n else:\n raise ValueError('Fail to extract model output shape(s)')\n\n for shape in output_shapes:\n if not isinstance(shape[0], numbers.Integral):\n shape[0] = default_batch_size\n\n return input_shapes, output_shapes\n\n\n\n ... [3 more functiondefs truncated] ..."}]
| false
| null | null | null |
ab41670d17acae57b54990c3a25815a2ee40eb19
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: def toPolygon(thing): if needsSampling(thing): return None if hasattr(thing, 'polygon'): return thing.polygon if hasattr(thing, 'polygons'): return thing.polygons if hasattr(thing, 'lineString'): return thing.lineString return None def regionFromShapelyObject(obj, orientation=None): """Build a 'Region' from Shapely geometry.""" assert obj.is_valid, obj if obj.is_empty: return nowhere elif isinstance(obj, (shapely.geometry.Polygon, shapely.geometry.MultiPolygon)): return PolygonalRegion(polygon=obj, orientation=orientation) elif isinstance(obj, (shapely.geometry.LineString, shapely.geometry.MultiLineString)): return PolylineRegion(polyline=obj, orientation=orientation) else: raise RuntimeError(f'unhandled type of Shapely geometry: {obj}') class PointInRegionDistribution(VectorDistribution): """Uniform distribution over points in a Region""" def __init__(self, region): super().__init__(region) self.region = region def sampleGiven(self, value): return value[self.region].uniformPointInner() def __str__(self): return f'PointIn({self.region})' class Region(Samplable): """Abstract class for regions.""" def __init__(self, name, *dependencies, orientation=None): super().__init__(dependencies) self.name = name self.orientation = orientation def sampleGiven(self, value): return self def intersect(self, other, triedReversed=False): """Get a `Region` representing the intersection of this one with another.""" if triedReversed: return IntersectionRegion(self, other) else: return other.intersect(self, triedReversed=True) @staticmethod def uniformPointIn(region): """Get a uniform `Distribution` over points in a `Region`.""" return PointInRegionDistribution(region) def uniformPoint(self): """Sample a uniformly-random point in this `Region`. Can only be called on fixed Regions with no random parameters. """ assert not needsSampling(self) return self.uniformPointInner() def uniformPointInner(self): """Do the actual random sampling. Implemented by subclasses.""" raise NotImplementedError() def containsPoint(self, point): """Check if the `Region` contains a point. Implemented by subclasses.""" raise NotImplementedError() def containsObject(self, obj): """Check if the `Region` contains an :obj:`~scenic.core.object_types.Object`. The default implementation assumes the `Region` is convex; subclasses must override the method if this is not the case. """ for corner in obj.corners: if not self.containsPoint(corner): return False return True def __contains__(self, thing): """Check if this `Region` contains an object or vector.""" from scenic.core.object_types import Object if isinstance(thing, Object): return self.containsObject(thing) vec = toVector(thing, '"X in Y" with X not an Object and a vector') return self.containsPoint(vec) ... [90 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 90 Buggy code: vec = toVector(thing, '"X in Y" with X not an Object and a vector') Should be: vec = toVector(thing, '"X in Y" with X not an Object or a vector') Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
testing
|
logical_errors
|
Pythoncode:Python
| 14
| 2
| 2,942
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\ndef toPolygon(thing):\n\tif needsSampling(thing):\n\t\treturn None\n\tif hasattr(thing, 'polygon'):\n\t\treturn thing.polygon\n\tif hasattr(thing, 'polygons'):\n\t\treturn thing.polygons\n\tif hasattr(thing, 'lineString'):\n\t\treturn thing.lineString\n\treturn None\n\ndef regionFromShapelyObject(obj, orientation=None):\n\t\"\"\"Build a 'Region' from Shapely geometry.\"\"\"\n\tassert obj.is_valid, obj\n\tif obj.is_empty:\n\t\treturn nowhere\n\telif isinstance(obj, (shapely.geometry.Polygon, shapely.geometry.MultiPolygon)):\n\t\treturn PolygonalRegion(polygon=obj, orientation=orientation)\n\telif isinstance(obj, (shapely.geometry.LineString, shapely.geometry.MultiLineString)):\n\t\treturn PolylineRegion(polyline=obj, orientation=orientation)\n\telse:\n\t\traise RuntimeError(f'unhandled type of Shapely geometry: {obj}')\n\nclass PointInRegionDistribution(VectorDistribution):\n\t\"\"\"Uniform distribution over points in a Region\"\"\"\n\tdef __init__(self, region):\n\t\tsuper().__init__(region)\n\t\tself.region = region\n\n\tdef sampleGiven(self, value):\n\t\treturn value[self.region].uniformPointInner()\n\n\tdef __str__(self):\n\t\treturn f'PointIn({self.region})'\n\nclass Region(Samplable):\n\t\"\"\"Abstract class for regions.\"\"\"\n\tdef __init__(self, name, *dependencies, orientation=None):\n\t\tsuper().__init__(dependencies)\n\t\tself.name = name\n\t\tself.orientation = orientation\n\n\tdef sampleGiven(self, value):\n\t\treturn self\n\n\tdef intersect(self, other, triedReversed=False):\n\t\t\"\"\"Get a `Region` representing the intersection of this one with another.\"\"\"\n\t\tif triedReversed:\n\t\t\treturn IntersectionRegion(self, other)\n\t\telse:\n\t\t\treturn other.intersect(self, triedReversed=True)\n\n\t@staticmethod\n\tdef uniformPointIn(region):\n\t\t\"\"\"Get a uniform `Distribution` over points in a `Region`.\"\"\"\n\t\treturn PointInRegionDistribution(region)\n\n\tdef uniformPoint(self):\n\t\t\"\"\"Sample a uniformly-random point in this `Region`.\n\n\t\tCan only be called on fixed Regions with no random parameters.\n\t\t\"\"\"\n\t\tassert not needsSampling(self)\n\t\treturn self.uniformPointInner()\n\n\tdef uniformPointInner(self):\n\t\t\"\"\"Do the actual random sampling. Implemented by subclasses.\"\"\"\n\t\traise NotImplementedError()\n\n\tdef containsPoint(self, point):\n\t\t\"\"\"Check if the `Region` contains a point. Implemented by subclasses.\"\"\"\n\t\traise NotImplementedError()\n\n\tdef containsObject(self, obj):\n\t\t\"\"\"Check if the `Region` contains an :obj:`~scenic.core.object_types.Object`.\n\n\t\tThe default implementation assumes the `Region` is convex; subclasses must\n\t\toverride the method if this is not the case.\n\t\t\"\"\"\n\t\tfor corner in obj.corners:\n\t\t\tif not self.containsPoint(corner):\n\t\t\t\treturn False\n\t\treturn True\n\n\tdef __contains__(self, thing):\n\t\t\"\"\"Check if this `Region` contains an object or vector.\"\"\"\n\t\tfrom scenic.core.object_types import Object\n\t\tif isinstance(thing, Object):\n\t\t\treturn self.containsObject(thing)\n\t\tvec = toVector(thing, '\"X in Y\" with X not an Object and a vector')\n\t\treturn self.containsPoint(vec)\n\n\n ... [90 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong logical operator\n Severity: CRITICAL\n\n Location: Line 90\n\n Buggy code:\n vec = toVector(thing, '\"X in Y\" with X not an Object and a vector')\n\n Should be:\n vec = toVector(thing, '\"X in Y\" with X not an Object or a vector')\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
ab41d11daca6d1b31e59637bf18b9f99a383f86f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- import sys import logging import time
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 85
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\nimport sys\nimport logging\nimport time"}, {"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
|
ab42204ebfa5ee7790165df748eb621656c602f4
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os, sys DICTIONARY_FILE = os.path.join(sys.prefix, 'dictionaries/ice_pron_dict_standard_clear.csv') HEAD_FILE = os.path.join(sys.prefix, 'data/head_map.csv') MODIFIER_FILE = os.path.join(sys.prefix, 'data/modifier_map.csv') VOWELS_FILE = os.path.join(sys.prefix, 'data/vowels_sampa.txt') CONS_CLUSTERS_FILE = os.path.join(sys.prefix, 'data/cons_clusters_sampa.txt') def read_map(filename): with open(filename) as f: file_content = f.read().splitlines() dict_map = {} for line in file_content: arr = line.split('\t') if len(arr) > 1: values = arr[1:] else: values = [] key = arr[0] dict_map[key] = values return dict_map def read_dictionary(filename): with open(filename) as f: file_content = f.read().splitlines() pronDict = {} for line in file_content: word, transcr = line.split('\t') pronDict[word] = transcr return pronDict # Complete this line def read_list(filename): with open(filename) as f: file_content = f.read().splitlines() return file_content def get_head_map(): return read_map(HEAD_FILE) def get_modifier_map(): return read_map(MODIFIER_FILE) def get_dictionary(): return read_dictionary(DICTIONARY_FILE) def get_vowels(): return read_list(VOWELS_FILE) def get_cons_clusters(): return read_list(CONS_CLUSTERS_FILE)
|
The missing line is:
|
advanced
|
data_processing
|
fill_in_the_blank
|
Pythoncode:Python
| 8
| 0
| 1,397
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport os, sys\nDICTIONARY_FILE = os.path.join(sys.prefix, 'dictionaries/ice_pron_dict_standard_clear.csv')\nHEAD_FILE = os.path.join(sys.prefix, 'data/head_map.csv')\nMODIFIER_FILE = os.path.join(sys.prefix, 'data/modifier_map.csv')\nVOWELS_FILE = os.path.join(sys.prefix, 'data/vowels_sampa.txt')\nCONS_CLUSTERS_FILE = os.path.join(sys.prefix, 'data/cons_clusters_sampa.txt')\n\n\ndef read_map(filename):\n with open(filename) as f:\n file_content = f.read().splitlines()\n dict_map = {}\n for line in file_content:\n arr = line.split('\\t')\n if len(arr) > 1:\n values = arr[1:]\n else:\n values = []\n key = arr[0]\n dict_map[key] = values\n return dict_map\n\n\ndef read_dictionary(filename):\n with open(filename) as f:\n file_content = f.read().splitlines()\n pronDict = {}\n for line in file_content:\n word, transcr = line.split('\\t')\n pronDict[word] = transcr\n return pronDict\n # Complete this line\n\ndef read_list(filename):\n with open(filename) as f:\n file_content = f.read().splitlines()\n return file_content\n\n\ndef get_head_map():\n return read_map(HEAD_FILE)\n\n\ndef get_modifier_map():\n return read_map(MODIFIER_FILE)\n\n\ndef get_dictionary():\n return read_dictionary(DICTIONARY_FILE)\n\n\ndef get_vowels():\n return read_list(VOWELS_FILE)\n\n\ndef get_cons_clusters():\n return read_list(CONS_CLUSTERS_FILE)"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
ab42719d063612a8629ae16074131965d4bb9222
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from pylabelbuddy import _annotations_notebook def test_annotations_notebook(root, annotations_mock, dataset_mock): nb = _annotations_notebook.AnnotationsNotebook( root, annotations_mock, dataset_mock ) nb.change_database() assert nb.notebook.index(nb.notebook.select()) == 2 nb.go_to_annotations() assert nb.notebook.index(nb.notebook.select()) == 0
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 385
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom pylabelbuddy import _annotations_notebook\n\n\ndef test_annotations_notebook(root, annotations_mock, dataset_mock):\n nb = _annotations_notebook.AnnotationsNotebook(\n root, annotations_mock, dataset_mock\n )\n nb.change_database()\n assert nb.notebook.index(nb.notebook.select()) == 2\n nb.go_to_annotations()\n assert nb.notebook.index(nb.notebook.select()) == 0"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
ab42c6179a77692e03a58e9d6335af55ec3cb46d
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: class Solution: @staticmethod def naive(board,word): rows,cols,n = len(board),len(board[0 + 1]),len(word) visited = set() def dfs(i,j,k): idf = str(i)+','+str(j) if i<0 or j<0 or i>cols-1 or j>rows-1 or \ board[j][i]!=word[k] or idf in visited: return False if k==n-1 and word[k]==board[j][i]: return True visited.add(idf) if word[k]==board[j][i]: return dfs(i+1,j,k+1) or dfs(i-1,j,k+1) or\ dfs(i,j+1,k+1) or dfs(i,j-1,k+1) for j in range(rows): for i in range(cols): if board[j][i]==word[0]: if dfs(i,j,0): return True return False @staticmethod def quick(board,word): ''' Improve by, 1. Exclude set which stores visited coordinates, and use #. 2. No indicing in original word. 3. Quick exit for 4 directions. ''' rows,cols,n = len(board),len(board[0]),len(word) def dfs(i,j,remain): if len(remain)==0: return True if i<0 or j<0 or i>cols-1 or j>rows-1 or \ board[j][i]!=remain[0]: return False board[j][i]="#" ret = False for rowOff,colOff in [(1,0),(-1,0),(0,1),(0,-1)]: ret = dfs(i+colOff,j+rowOff,remain[1:]) if ret: break board[j][i]=remain[0] return ret for j in range(rows): for i in range(cols): if board[j][i]==word[0]: if dfs(i,j,word): return True return False
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 4 Buggy code: rows,cols,n = len(board),len(board[0 + 1]),len(word) Should be: rows,cols,n = len(board),len(board[0]),len(word) Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
advanced
|
ui
|
logical_errors
|
Pythoncode:Python
| 4
| 1
| 1,673
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nclass Solution:\n @staticmethod\n def naive(board,word):\n rows,cols,n = len(board),len(board[0 + 1]),len(word)\n visited = set()\n def dfs(i,j,k):\n idf = str(i)+','+str(j)\n if i<0 or j<0 or i>cols-1 or j>rows-1 or \\\n board[j][i]!=word[k] or idf in visited:\n return False\n if k==n-1 and word[k]==board[j][i]:\n return True\n visited.add(idf)\n if word[k]==board[j][i]:\n return dfs(i+1,j,k+1) or dfs(i-1,j,k+1) or\\\n dfs(i,j+1,k+1) or dfs(i,j-1,k+1)\n for j in range(rows):\n for i in range(cols):\n if board[j][i]==word[0]:\n if dfs(i,j,0): return True\n return False\n @staticmethod\n def quick(board,word):\n ''' Improve by,\n 1. Exclude set which stores visited coordinates, and use #.\n 2. No indicing in original word.\n 3. Quick exit for 4 directions.\n '''\n rows,cols,n = len(board),len(board[0]),len(word)\n def dfs(i,j,remain):\n if len(remain)==0: return True\n if i<0 or j<0 or i>cols-1 or j>rows-1 or \\\n board[j][i]!=remain[0]: return False\n board[j][i]=\"#\"\n ret = False\n for rowOff,colOff in [(1,0),(-1,0),(0,1),(0,-1)]:\n ret = dfs(i+colOff,j+rowOff,remain[1:])\n if ret: break\n board[j][i]=remain[0]\n return ret\n for j in range(rows):\n for i in range(cols):\n if board[j][i]==word[0]:\n if dfs(i,j,word): return True\n return False"}, {"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 4\n\n Buggy code:\n rows,cols,n = len(board),len(board[0 + 1]),len(word)\n\n Should be:\n rows,cols,n = len(board),len(board[0]),len(word)\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
|
ab434ed80b4187ec898e721a32ff14b67e16c48a
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from flask import Flask from flask_cors import CORS from flask_restful import Api from flask_sqlalchemy import SQLAlchemy from flask_jwt_extended import JWTManager app = Flask(__name__) CORS(app) api = Api(app) app.config['SQLALCHEMY_DATABASE_URI'] = 'sqlite:///app.db' app.config['SQLALCHEMY_TRACK_MODIFICATIONS'] = False app.config['SECRET_KEY'] = 'some-secret-string' app.config['JWT_SECRET_KEY'] = 'jwt-secret-string' app.config['JWT_BLACKLIST_ENABLED'] = True app.config['JWT_BLACKLIST_TOKEN_CHECKS'] = ['access', 'refresh'] db = SQLAlchemy(app) jwt = JWTManager(app) @app.before_first_request def create_tables(): ... code continues ...
|
Completion: Missing: Function 'create_tables' is incomplete - body truncated To complete: • Complete the function 'create_tables' body and add missing return Example continuation: db.create_all() import models, resources, views
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 627
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom flask import Flask\nfrom flask_cors import CORS\nfrom flask_restful import Api\nfrom flask_sqlalchemy import SQLAlchemy\nfrom flask_jwt_extended import JWTManager\n\n\napp = Flask(__name__)\nCORS(app)\napi = Api(app)\n\n\napp.config['SQLALCHEMY_DATABASE_URI'] = 'sqlite:///app.db'\napp.config['SQLALCHEMY_TRACK_MODIFICATIONS'] = False\napp.config['SECRET_KEY'] = 'some-secret-string'\napp.config['JWT_SECRET_KEY'] = 'jwt-secret-string'\napp.config['JWT_BLACKLIST_ENABLED'] = True\napp.config['JWT_BLACKLIST_TOKEN_CHECKS'] = ['access', 'refresh']\n\n\ndb = SQLAlchemy(app)\njwt = JWTManager(app)\n\n\n@app.before_first_request\ndef create_tables():\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'create_tables' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'create_tables' body and add missing return\n\n Example continuation:\n db.create_all()\n\n\nimport models, resources, views"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
ab4374fa18ea29af4960ad145950b9d2672ecb83
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: nome = input('Qual o seu nome? ') dia = input('Que dia do mês você nasceu? ') mes = input('Qual o mês em que você nasceu? ') ano = input('Qual o ano em que você nasceu? ') print(nome, 'nasceu em', dia,'de',mes,'do ano',ano)
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This code demonstrates Pythoncode:Python programming.
|
intermediate
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 223
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nnome = input('Qual o seu nome? ')\ndia = input('Que dia do m\u00eas voc\u00ea nasceu? ')\nmes = input('Qual o m\u00eas em que voc\u00ea nasceu? ')\nano = input('Qual o ano em que voc\u00ea nasceu? ')\nprint(nome, 'nasceu em', dia,'de',mes,'do ano',ano)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ab43951bf5dc988e3a4948ac307ca905f1536445
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # ---------------------------------------------------------------------- # CISCO-VLAN-MEMBERSHIP-MIB # Compiled MIB # Do not modify this file directly # Run ./noc mib make-cmib instead # ---------------------------------------------------------------------- # Copyright (C) 2007-2020 The NOC Project # See LICENSE for details # ---------------------------------------------------------------------- # MIB Name
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 410
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# ----------------------------------------------------------------------\n# CISCO-VLAN-MEMBERSHIP-MIB\n# Compiled MIB\n# Do not modify this file directly\n# Run ./noc mib make-cmib instead\n# ----------------------------------------------------------------------\n# Copyright (C) 2007-2020 The NOC Project\n# See LICENSE for details\n# ----------------------------------------------------------------------\n\n# MIB Name"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
ab450e026b0907e8b838f6f9a3e2ba1d4218dd25
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # (C) Datadog, Inc. 2019-present # All rights reserved # Licensed under a 3-clause BSD style license (see LICENSE) import pytest from mock import MagicMock from requests import HTTPError from datadog_checks.base import AgentCheck from datadog_checks.dev.http import MockResponse from .common import HARBOR_COMPONENTS, HARBOR_VERSION, VERSION_1_5, VERSION_1_6, VERSION_1_8 def test_check_health(aggregator, harbor_check, harbor_api): base_tags = ['tag1:val1', 'tag2'] harbor_check._check_health(harbor_api, base_tags) if harbor_api.harbor_version >= VERSION_1_8: components = HARBOR_COMPONENTS for c in components: aggregator.assert_service_check('harbor.status', AgentCheck.OK, tags=base_tags + ['component:{}'.format(c)]) elif harbor_api.harbor_version >= VERSION_1_6: aggregator.assert_service_check('harbor.status', AgentCheck.OK, tags=base_tags + ['component:chartmuseum']) aggregator.assert_service_check('harbor.status', AgentCheck.OK, tags=base_tags) elif harbor_api.harbor_version >= VERSION_1_5: aggregator.assert_service_check('harbor.status', AgentCheck.OK, tags=base_ta else: aggregator.assert_service_check('harbor.status', AgentCheck.UNKNOWN, tags=base_tags) @pytest.mark.usefixtures("patch_requests") def test_check_registries_health(aggregator, harbor_check, harbor_api): tags = ['tag1:val1', 'tag2'] harbor_check._check_registries_health(harbor_api, tags) tags.append('registry:demo') aggregator.assert_service_check('harbor.registry.status', AgentCheck.OK, tags=tags) @pytest.mark.usefixtures("patch_requests") def test_submit_project_metrics(aggregator, harbor_check, harbor_api): tags = ['tag1:val1', 'tag2'] harbor_check._submit_project_metrics(harbor_api, tags) aggregator.assert_metric('harbor.projects.count', 2, tags=tags) @pytest.mark.usefixtures("patch_requests") def test_submit_disk_metrics(aggregator, harbor_check, harbor_api): tags = ['tag1:val1', 'tag2'] harbor_check._submit_disk_metrics(harbor_api, tags) aggregator.assert_metric('harbor.disk.free', 5e5, tags=tags) aggregator.assert_metric('harbor.disk.total', 1e6, tags=tags) @pytest.mark.usefixtures("patch_requests") @pytest.mark.skipif(HARBOR_VERSION < VERSION_1_5, reason="The registry.read_only metric is submitted for Harbor 1.5+") def test_submit_read_only_status(aggregator, harbor_check, harbor_api): tags = ['tag1:val1', 'tag2'] harbor_check._submit_read_only_status(harbor_api, tags) aggregator.assert_metric('harbor.registry.read_only', 0, tags=tags) ... [3 more functiondefs truncated] ...
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 26 - expected ')' • Block at line 25 has no indented body Fix: Fix indentation to match Python syntax rules
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 5
| 0
| 2,644
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# (C) Datadog, Inc. 2019-present\n# All rights reserved\n# Licensed under a 3-clause BSD style license (see LICENSE)\nimport pytest\nfrom mock import MagicMock\nfrom requests import HTTPError\n\nfrom datadog_checks.base import AgentCheck\nfrom datadog_checks.dev.http import MockResponse\n\nfrom .common import HARBOR_COMPONENTS, HARBOR_VERSION, VERSION_1_5, VERSION_1_6, VERSION_1_8\n\n\ndef test_check_health(aggregator, harbor_check, harbor_api):\n base_tags = ['tag1:val1', 'tag2']\n harbor_check._check_health(harbor_api, base_tags)\n\n if harbor_api.harbor_version >= VERSION_1_8:\n components = HARBOR_COMPONENTS\n for c in components:\n aggregator.assert_service_check('harbor.status', AgentCheck.OK, tags=base_tags + ['component:{}'.format(c)])\n elif harbor_api.harbor_version >= VERSION_1_6:\n aggregator.assert_service_check('harbor.status', AgentCheck.OK, tags=base_tags + ['component:chartmuseum'])\n aggregator.assert_service_check('harbor.status', AgentCheck.OK, tags=base_tags)\n elif harbor_api.harbor_version >= VERSION_1_5:\naggregator.assert_service_check('harbor.status', AgentCheck.OK, tags=base_ta\n else:\n aggregator.assert_service_check('harbor.status', AgentCheck.UNKNOWN, tags=base_tags)\n\n\n@pytest.mark.usefixtures(\"patch_requests\")\ndef test_check_registries_health(aggregator, harbor_check, harbor_api):\n tags = ['tag1:val1', 'tag2']\n harbor_check._check_registries_health(harbor_api, tags)\n tags.append('registry:demo')\n aggregator.assert_service_check('harbor.registry.status', AgentCheck.OK, tags=tags)\n\n\n@pytest.mark.usefixtures(\"patch_requests\")\ndef test_submit_project_metrics(aggregator, harbor_check, harbor_api):\n tags = ['tag1:val1', 'tag2']\n harbor_check._submit_project_metrics(harbor_api, tags)\n aggregator.assert_metric('harbor.projects.count', 2, tags=tags)\n\n\n@pytest.mark.usefixtures(\"patch_requests\")\ndef test_submit_disk_metrics(aggregator, harbor_check, harbor_api):\n tags = ['tag1:val1', 'tag2']\n harbor_check._submit_disk_metrics(harbor_api, tags)\n aggregator.assert_metric('harbor.disk.free', 5e5, tags=tags)\n aggregator.assert_metric('harbor.disk.total', 1e6, tags=tags)\n\n\n@pytest.mark.usefixtures(\"patch_requests\")\n@pytest.mark.skipif(HARBOR_VERSION < VERSION_1_5, reason=\"The registry.read_only metric is submitted for Harbor 1.5+\")\ndef test_submit_read_only_status(aggregator, harbor_check, harbor_api):\n tags = ['tag1:val1', 'tag2']\n harbor_check._submit_read_only_status(harbor_api, tags)\n aggregator.assert_metric('harbor.registry.read_only', 0, tags=tags)\n\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 26 - expected ')'\n \u2022 Block at line 25 has no indented body\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
ab453c7b64fdd47b4cf51bb569f233871fe2b337
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # module for adapting templates on the fly if components are reused # check that all reused components are defined consistently -> else: exception def check_consistency(components): for j1 in components: for j2 in components: # compare all components if j1 == j2 and j1.__dict__ != j2.__dict__: # same name and reuseID but different other attributes raise ValueError("Inconsistent definition of reused component {}.".format(j1)) # check and return number of reuses def reuses(component, arcs): # count number of reuses for each port times = set() # set => no duplicates for k in range(component.inputs): times.add(len([a for a in arcs if a.ends_in(k, component)])) for k in range(component.outputs): times.add(len([a for a in arcs if a.starts_at(k, component)])) # check if each port was reused the same number of times (requirement/assumption) if len(times) != 1: raise ValueError("Not all ports of {} are (re-)used the same number of times (required).".format(component)) return times.pop() # return adapted templates with adapted reused components and exactly one arc per port (allows proportional output) def adapt_for_reuse(templates): # create set of components and arcs arcs = [] for t in templates: arcs += t.arcs # find reused components and adapt them component_reuses = { # dictionary with components-#reuses reused_components = [] # list of all reused components (contains duplicates) for consistency check for t in templates: for j in t.components: uses = reuses(j, arcs) if uses > 1: # used by >1 => reuse if j.source: raise ValueError("Source component {} cannot be reused".format(j)) j.adapt(uses) # add ports and functions on the fly component_reuses[j] = uses reused_components.append(j) check_consistency(reused_components) # check consistent def of reused components # adjust arcs to use new ports for j in component_reuses: uses = component_reuses[j] port_offset = 0 for t in templates: # adjust/shift ingoing arcs by offset to correct port arc_shifted = False for a in t.arcs: if a.dest == j: a.dest_in += port_offset arc_shifted = True if a.source == j: a.src_out += port_offset arc_shifted = True # increase the offset for the next template if an arc was shifted if arc_shifted: if port_offset >= uses: # arc was shifted too often: something went wrong raise ValueError("Port offset {} too high. Should be < {} (#reuses).".format(port_offset, uses)) port_offset += 1 return templates
|
Syntax Analysis: Syntax Errors Found: • Unclosed '{' at line 37 - expected '}' • SyntaxError: '{' was never closed at line 37 Fixes: • Add closing '}' bracket • Review code syntax
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 2,648
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# module for adapting templates on the fly if components are reused\r\n\r\n\r\n# check that all reused components are defined consistently -> else: exception\r\ndef check_consistency(components):\r\n\tfor j1 in components:\r\n\t\tfor j2 in components:\t\t# compare all components\r\n\t\t\tif j1 == j2 and j1.__dict__ != j2.__dict__:\t\t# same name and reuseID but different other attributes\r\n\t\t\t\traise ValueError(\"Inconsistent definition of reused component {}.\".format(j1))\r\n\r\n\r\n# check and return number of reuses\r\ndef reuses(component, arcs):\r\n\t# count number of reuses for each port\r\n\ttimes = set() # set => no duplicates\r\n\tfor k in range(component.inputs):\r\n\t\ttimes.add(len([a for a in arcs if a.ends_in(k, component)]))\r\n\tfor k in range(component.outputs):\r\n\t\ttimes.add(len([a for a in arcs if a.starts_at(k, component)]))\r\n\r\n\r\n\t# check if each port was reused the same number of times (requirement/assumption)\r\n\tif len(times) != 1:\r\n\t\traise ValueError(\"Not all ports of {} are (re-)used the same number of times (required).\".format(component))\r\n\r\n\treturn times.pop()\r\n\r\n\r\n# return adapted templates with adapted reused components and exactly one arc per port (allows proportional output)\r\ndef adapt_for_reuse(templates):\r\n\t# create set of components and arcs\r\n\tarcs = []\r\n\tfor t in templates:\r\n\t\tarcs += t.arcs\r\n\r\n\t# find reused components and adapt them\r\n\tcomponent_reuses = {\t\t\t\t\t# dictionary with components-#reuses\r\n\treused_components = []\t\t\t\t\t# list of all reused components (contains duplicates) for consistency check\r\n\tfor t in templates:\r\n\t\tfor j in t.components:\r\n\t\t\tuses = reuses(j, arcs)\r\n\t\t\tif uses > 1: \t\t\t# used by >1 => reuse\r\n\t\t\t\tif j.source:\r\n\t\t\t\t\traise ValueError(\"Source component {} cannot be reused\".format(j))\r\n\t\t\t\tj.adapt(uses)\t\t\t\t# add ports and functions on the fly\r\n\t\t\t\tcomponent_reuses[j] = uses\r\n\t\t\t\treused_components.append(j)\r\n\tcheck_consistency(reused_components) \t# check consistent def of reused components\r\n\r\n\t# adjust arcs to use new ports\r\n\tfor j in component_reuses:\r\n\t\tuses = component_reuses[j]\r\n\t\tport_offset = 0\r\n\t\tfor t in templates:\r\n\t\t\t# adjust/shift ingoing arcs by offset to correct port\r\n\t\t\tarc_shifted = False\r\n\t\t\tfor a in t.arcs:\r\n\t\t\t\tif a.dest == j:\r\n\t\t\t\t\ta.dest_in += port_offset\r\n\t\t\t\t\tarc_shifted = True\r\n\t\t\t\tif a.source == j:\r\n\t\t\t\t\ta.src_out += port_offset\r\n\t\t\t\t\tarc_shifted = True\r\n\r\n\t\t\t# increase the offset for the next template if an arc was shifted\r\n\t\t\tif arc_shifted:\r\n\t\t\t\tif port_offset >= uses:\t\t# arc was shifted too often: something went wrong\r\n\t\t\t\t\traise ValueError(\"Port offset {} too high. Should be < {} (#reuses).\".format(port_offset, uses))\r\n\t\t\t\tport_offset += 1\r\n\r\n\treturn templates"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '{' at line 37 - expected '}'\n \u2022 SyntaxError: '{' was never closed at line 37\n\n Fixes:\n \u2022 Add closing '}' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
ab47866bdd7f779d52254d019f551b3dccc349a3
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: class ColumnCompleter(object): """Complete Pandas DataFrame column names""" def __init__(self, df, space_filler='_', silence_warnings=False): """ Once instantiated with a Pandas DataFrame, it will expose the column names as attributes which maps to their string counterparts. Autocompletion is supported. Spaces in the column names are by default replaced with underscores, though it still maps to the original column names — the replacement is necessary to conform to a valid Python syntax. Parameters ---------- df : pd.DataFrame DataFrame whose column names to expose. space_filler : str, optional String to replace spaces in collumn names, by default '_'. silence_warnings : bool, optional # Complete this line with spaces, which is hard to detect by visual inspection, by default False. """ super(ColumnCompleter, self).__init__() # We copy the columns to avoid keeping old references to a DataFrame which # would otherwise be garbage collected. self.columns = df.columns.copy() self.space_filler = space_filler self.silence_warnings = silence_warnings if not self.silence_warnings: self._warn_about_column_names_edge_spaces() self._set_columns() def _warn_about_column_names_edge_spaces(self): if not hasattr(self.columns, 'str'): # the column names are not strings return None if self.columns.str.startswith(' ').any(): raise Warning("The following columns starts with one or more spaces: " + self.columns[self.columns.str.startswith(' ')]) if self.columns.str.endswith(' ').any(): raise Warning("The following columns ends with one or more spaces: " + self.columns[self.columns.str.endswith(' ')]) ... [4 more functiondefs truncated] ...
|
The missing line is: Set to True to disable warning concerning column names which start or ends
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 2,070
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass ColumnCompleter(object):\n \"\"\"Complete Pandas DataFrame column names\"\"\"\n\n def __init__(self, df, space_filler='_', silence_warnings=False):\n \"\"\"\n Once instantiated with a Pandas DataFrame, it will expose the column \n names as attributes which maps to their string counterparts.\n Autocompletion is supported.\n\n Spaces in the column names are by default replaced with underscores, though\n it still maps to the original column names \u2014 the replacement is necessary to\n conform to a valid Python syntax.\n\n Parameters\n ----------\n df : pd.DataFrame \n DataFrame whose column names to expose.\n space_filler : str, optional\n String to replace spaces in collumn names, by default '_'.\n silence_warnings : bool, optional\n # Complete this line\n with spaces, which is hard to detect by visual inspection, by default False.\n \"\"\"\n super(ColumnCompleter, self).__init__()\n # We copy the columns to avoid keeping old references to a DataFrame which\n # would otherwise be garbage collected.\n self.columns = df.columns.copy()\n self.space_filler = space_filler\n self.silence_warnings = silence_warnings\n if not self.silence_warnings:\n self._warn_about_column_names_edge_spaces()\n self._set_columns()\n\n def _warn_about_column_names_edge_spaces(self):\n if not hasattr(self.columns, 'str'): # the column names are not strings\n return None\n if self.columns.str.startswith(' ').any():\n raise Warning(\"The following columns starts with one or more spaces: \" +\n self.columns[self.columns.str.startswith(' ')])\n if self.columns.str.endswith(' ').any():\n raise Warning(\"The following columns ends with one or more spaces: \" +\n self.columns[self.columns.str.endswith(' ')])\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n Set to True to disable warning concerning column names which start or ends"}]
| false
| null | null | null |
ab4821f304dd37c05424c887f3d045a73e2c92fa
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright 2012 Nebula, Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. from vsm_dashboard.api import swift from .utils import TestDataContainer def data(TEST): TEST.containers = TestDataContainer() TEST.objects = TestDataContainer() container_1 = swift.Container(dict(name=u"container_one\u6346")) container_2 = swift.Container(dict(name=u"container_two\u6346")) TEST.containers.add(container_1, container_2) object_dict = {"name": u"test_object\u6346", "content_type": u"text/plain", "bytes": 128, "last_modified": None, "hash": u"object_hash"} obj_dicts = [object_dict] obj_data = "Fake Data" for obj_dict in obj_dicts: swift_object = swift.StorageObject(obj_dict, container_1.name, data=obj_data) TEST.objects.add(swift_object)
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 20 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 27 💡 Suggestions: Add docstring to function 'data'
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 1
| 0
| 1,483
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright 2012 Nebula, Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nfrom vsm_dashboard.api import swift\nfrom .utils import TestDataContainer\n\ndef data(TEST):\n TEST.containers = TestDataContainer()\n TEST.objects = TestDataContainer()\n\n container_1 = swift.Container(dict(name=u\"container_one\\u6346\"))\n container_2 = swift.Container(dict(name=u\"container_two\\u6346\"))\n TEST.containers.add(container_1, container_2)\n\n object_dict = {\"name\": u\"test_object\\u6346\",\n \"content_type\": u\"text/plain\",\n \"bytes\": 128,\n \"last_modified\": None,\n \"hash\": u\"object_hash\"}\n obj_dicts = [object_dict]\n obj_data = \"Fake Data\"\n\n for obj_dict in obj_dicts:\n swift_object = swift.StorageObject(obj_dict,\n container_1.name,\n data=obj_data)\n TEST.objects.add(swift_object)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 20\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 27\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'data'"}]
| false
| null | null | null |
ab4824ab4c800c1d309f147567a8700135e66f6b
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright (C) 2013 Deutsche Telekom AG # 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 BackupMetadataAPI(base.Base): TYPE_TAG_VOL_BASE_META = 'volume-base-metadata' TYPE_TAG_VOL_META = 'volume-metadata' TYPE_TAG_VOL_GLANCE_META = 'volume-glance-metadata' def __init__(self, context, db=None): super(BackupMetadataAPI, self).__init__(db) self.context = context @staticmethod def _is_serializable(value): """Returns True if value is serializable.""" try: jsonutils.dumps(value) except TypeError: LOG.info("Value with type=%s is not serializable", type(value)) return False return True def _save_vol_base_meta(self, container, volume_id): """Save base volume metadata to container.
|
This will fetch all fields from the db Volume object for volume_id and save them in the provided container dictionary. """ type_tag = self.TYPE_TAG_VOL_BASE_META LOG.debug("Getting metadata type '%s'", type_tag) meta = self.db.volume_get(self.context, volume_id) if meta: container[type_tag] = {} for key, value in meta: # Exclude fields that are "not JSON serializable" if not self._is_serializable(value): LOG.info("Unable to serialize field '%s' - excluding " "from backup", key) continue # Copy the encryption key UUID for backup if key is 'encryption_key_id' and value is not None: km = key_manager.API(CONF) value = km.store(self.context, km.get(self.context, value)) LOG.debug("Copying encryption key UUID for backup.") container[type_tag][key] = value LOG.debug("Completed fetching metadata type '%s'", type_tag) else: LOG.debug("No metadata type '%s' available", type_tag) ... [23 more functiondefs truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 2,637
| false
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright (C) 2013 Deutsche Telekom AG\n# All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nclass BackupMetadataAPI(base.Base):\n\n TYPE_TAG_VOL_BASE_META = 'volume-base-metadata'\n TYPE_TAG_VOL_META = 'volume-metadata'\n TYPE_TAG_VOL_GLANCE_META = 'volume-glance-metadata'\n\n def __init__(self, context, db=None):\n super(BackupMetadataAPI, self).__init__(db)\n self.context = context\n\n @staticmethod\n def _is_serializable(value):\n \"\"\"Returns True if value is serializable.\"\"\"\n try:\n jsonutils.dumps(value)\n except TypeError:\n LOG.info(\"Value with type=%s is not serializable\",\n type(value))\n return False\n\n return True\n\n def _save_vol_base_meta(self, container, volume_id):\n \"\"\"Save base volume metadata to container."}, {"role": "assistant", "content": "\n This will fetch all fields from the db Volume object for volume_id and\n save them in the provided container dictionary.\n \"\"\"\n type_tag = self.TYPE_TAG_VOL_BASE_META\n LOG.debug(\"Getting metadata type '%s'\", type_tag)\n meta = self.db.volume_get(self.context, volume_id)\n if meta:\n container[type_tag] = {}\n for key, value in meta:\n # Exclude fields that are \"not JSON serializable\"\n if not self._is_serializable(value):\n LOG.info(\"Unable to serialize field '%s' - excluding \"\n \"from backup\", key)\n continue\n # Copy the encryption key UUID for backup\n if key is 'encryption_key_id' and value is not None:\n km = key_manager.API(CONF)\n value = km.store(self.context, km.get(self.context, value))\n LOG.debug(\"Copying encryption key UUID for backup.\")\n container[type_tag][key] = value\n\n LOG.debug(\"Completed fetching metadata type '%s'\", type_tag)\n else:\n LOG.debug(\"No metadata type '%s' available\", type_tag)\n\n\n ... [23 more functiondefs truncated] ..."}]
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ab48693089ba2d51e690249090e8808f1456a30c
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: import unittest from QuerySciGraph import QuerySciGraph class QuerySciGraphTestCase(unittest.TestCase): def test_get_disont_ids_for_mesh_id(self): disont_ids = QuerySciGraph.get_disont_ids_for_mesh_id('MESH:D005199') known_ids = {'DOID:13636'} self.assertSetEqual(disont_ids, known_ids) def test_query_sub_phenotypes_for_phenotype(self): sub_phenotypes = QuerySciGraph.query_sub_phenotypes_for_phenotype("HP:0000107") # Renal cyst known_phenotypes = {'HP:0100877': 'Renal diverticulum', 'HP:0000108': 'Renal corticomedullary cysts', 'HP:0000803': 'Renal cortical cysts', 'HP:0000003': 'Multicystic kidney dysplasia', 'HP:0008659': 'Multiple small medullary renal cysts', 'HP:0005562': 'Multiple renal cysts', 'HP:0000800': 'Cystic renal dysplasia', 'HP:0012581': 'Solitary renal cyst'} self.assertDictEqual(sub_phenotypes, known_phenotypes) if __name__ == '__main__': unittest.main()
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Functions: test_get_disont_ids_for_mesh_id, test_query_sub_phenotypes_for_phenotype Classes: QuerySciGraphTestCase This code demonstrates Pythoncode:Python programming.
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advanced
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testing
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code_explanation
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Pythoncode:Python
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport unittest\nfrom QuerySciGraph import QuerySciGraph\n\n\nclass QuerySciGraphTestCase(unittest.TestCase):\n def test_get_disont_ids_for_mesh_id(self):\n disont_ids = QuerySciGraph.get_disont_ids_for_mesh_id('MESH:D005199')\n known_ids = {'DOID:13636'}\n self.assertSetEqual(disont_ids, known_ids)\n\n def test_query_sub_phenotypes_for_phenotype(self):\n sub_phenotypes = QuerySciGraph.query_sub_phenotypes_for_phenotype(\"HP:0000107\") # Renal cyst\n known_phenotypes = {'HP:0100877': 'Renal diverticulum',\n 'HP:0000108': 'Renal corticomedullary cysts',\n 'HP:0000803': 'Renal cortical cysts',\n 'HP:0000003': 'Multicystic kidney dysplasia',\n 'HP:0008659': 'Multiple small medullary renal cysts',\n 'HP:0005562': 'Multiple renal cysts',\n 'HP:0000800': 'Cystic renal dysplasia',\n 'HP:0012581': 'Solitary renal cyst'}\n self.assertDictEqual(sub_phenotypes, known_phenotypes)\n\n\nif __name__ == '__main__':\n unittest.main()"}, {"role": "assistant", "content": " Functions: test_get_disont_ids_for_mesh_id, test_query_sub_phenotypes_for_phenotype\n Classes: QuerySciGraphTestCase\n This code demonstrates Pythoncode:Python programming."}]
| false
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ab4a651d98707257763d7fecd97ef8404192f74c
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: from typing import Any from ledis import Ledis from ledis.exceptions import InvalidUsage class CLI: __slots__ = {"ledis", "commands"} def __init__(self): self.ledis = Ledis() self.commands = { "set": self.ledis.set, "get": self.ledis.get, "sadd": self.ledis.sadd, "srem": self.ledis.srem, "smembers": self.ledis.smembers, "sinter": self.ledis.sinter, "keys": self.ledis.keys, "del": self.ledis.delete, "expire": self.ledis.expire, "ttl": self.ledis.ttl, "save": self.ledis.save, "restore": self.ledis.restore, } def call(self, query: str) -> Any: if " " in query: command, data = query.split(" ", 1) data = data.split() else: command = query data = [] if command.lower() not in self.commands: allowed_commands = ", ".join(key.upper() for key in self.commands) raise InvalidUsage( f"Command '{command}' is invalid. " f"Allowed commands are {allowed_commands}." ) try: return self.commands[command.lower()](*data) except TypeError: raise InvalidUsage("Invalid command format")
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Code Review: ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 33 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 44 ✨ Improvements: Add docstring to class 'CLI'
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advanced
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code_review
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Pythoncode:Python
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom typing import Any\n\nfrom ledis import Ledis\nfrom ledis.exceptions import InvalidUsage\n\n\nclass CLI:\n __slots__ = {\"ledis\", \"commands\"}\n\n def __init__(self):\n self.ledis = Ledis()\n self.commands = {\n \"set\": self.ledis.set,\n \"get\": self.ledis.get,\n \"sadd\": self.ledis.sadd,\n \"srem\": self.ledis.srem,\n \"smembers\": self.ledis.smembers,\n \"sinter\": self.ledis.sinter,\n \"keys\": self.ledis.keys,\n \"del\": self.ledis.delete,\n \"expire\": self.ledis.expire,\n \"ttl\": self.ledis.ttl,\n \"save\": self.ledis.save,\n \"restore\": self.ledis.restore,\n }\n\n def call(self, query: str) -> Any:\n if \" \" in query:\n command, data = query.split(\" \", 1)\n data = data.split()\n else:\n command = query\n data = []\n\n if command.lower() not in self.commands:\n allowed_commands = \", \".join(key.upper() for key in self.commands)\n raise InvalidUsage(\n f\"Command '{command}' is invalid. \"\n f\"Allowed commands are {allowed_commands}.\"\n )\n\n try:\n return self.commands[command.lower()](*data)\n except TypeError:\n raise InvalidUsage(\"Invalid command format\")"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 33\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 44\n\n\u2728 Improvements:\n Add docstring to class 'CLI'"}]
| false
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ab4c81650d8bacd66796cfc5a7b9384015825cae
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: #group 1: Question 1(b) # A control system for positioning the head of a laser printer has the closed loop transfer function: # !pip install control import matplotlib.pyplot as plt import control a=10 #Value for a b=50 #value for b sys1 = control.tf(20*b,[1,20+a,b+20*a,20*b]) print('3rd order system transfer function T1(s)=',sys1) sys2=control.tf(b,[1,a,b]) print('2nd order system transfer funtion T2(s)',sys2) value = sys1.pole() list_of_poles = [pole.round(2) for pole in value] print('poles',list_of_poles)
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y1=control.step_response(sys1) y2=control.step_response(sys2) plt.plot(y1[0],y1[1],'r--', label='3rd order actual system') plt.plot(y2[0],y2[1],'g', label='2nd order approximation system') plt.legend() plt.grid() plt.xlabel('time (s)') plt.ylabel('step response y(t)') plt.title('step response comparison of 3rd and 2nd order system') plt.show()
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code_completion
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Pythoncode:Python
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#group 1: Question 1(b)\n# A control system for positioning the head of a laser printer has the closed loop transfer function:\n# !pip install control \n\nimport matplotlib.pyplot as plt\nimport control\n\na=10 #Value for a\nb=50 #value for b\nsys1 = control.tf(20*b,[1,20+a,b+20*a,20*b])\nprint('3rd order system transfer function T1(s)=',sys1)\nsys2=control.tf(b,[1,a,b])\nprint('2nd order system transfer funtion T2(s)',sys2)\n\nvalue = sys1.pole()\nlist_of_poles = [pole.round(2) for pole in value]\nprint('poles',list_of_poles)"}, {"role": "assistant", "content": "\n\ny1=control.step_response(sys1)\ny2=control.step_response(sys2)\nplt.plot(y1[0],y1[1],'r--', label='3rd order actual system')\nplt.plot(y2[0],y2[1],'g', label='2nd order approximation system')\nplt.legend()\nplt.grid()\nplt.xlabel('time (s)')\nplt.ylabel('step response y(t)')\nplt.title('step response comparison of 3rd and 2nd order system')\nplt.show()"}]
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ab4cd7dafdbec4a4f671b37357e68833614883fc
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: import re from precise_bbcode.bbcode.tag import BBCodeTag from precise_bbcode.tag_pool import tag_pool color_re = re.compile(r'^([a-z]+|#[0-9abcdefABCDEF]{3,6})$') class SubTag(BBCodeTag): name = 'sub' def render(self, value, option=None, parent=None): return '<sub>%s</sub>' % value class PreTag(BBCodeTag): name = 'pre' render_embedded = False def render(self, value, option=None, parent=None): return '<pre>%s</pre>' % value class SizeTag(BBCodeTag): name = 'size' definition_string = '[size={RANGE=4,7}]{TEXT}[/size]' format_string = '<span style="font-size:{RANGE=4,7}px;">{TEXT}</span>' # Complete this line class FruitTag(BBCodeTag): name = 'fruit' definition_string = '[fruit]{CHOICE=tomato,orange,apple}[/fruit]' format_string = '<h5>{CHOICE=tomato,orange,apple}</h5>' class PhoneLinkTag(BBCodeTag): name = 'phone' definition_string = '[phone]{PHONENUMBER}[/phone]' format_string = '<a href="tel:{PHONENUMBER}">{PHONENUMBER}</a>' def render(self, value, option=None, parent=None): href = 'tel:{}'.format(value) return '<a href="{0}">{0}</a>'.format(href, value) class StartsWithATag(BBCodeTag): name = 'startswitha' definition_string = '[startswitha]{STARTSWITH=a}[/startswitha]' format_string = '<span>{STARTSWITH=a}</span>' class RoundedBBCodeTag(BBCodeTag): name = 'rounded' class Options: strip = False def render(self, value, option=None, parent=None): if option and re.search(color_re, option) is not None: return '<div class="rounded" style="border-color:{};">{}</div>'.format(option, value) return '<div class="rounded">{}</div>'.format(value) tag_pool.register_tag(SubTag) tag_pool.register_tag(PreTag) tag_pool.register_tag(SizeTag) tag_pool.register_tag(FruitTag) tag_pool.register_tag(PhoneLinkTag) tag_pool.register_tag(StartsWithATag) tag_pool.register_tag(RoundedBBCodeTag)
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The missing line is:
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advanced
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Pythoncode:Python
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport re\n\nfrom precise_bbcode.bbcode.tag import BBCodeTag\nfrom precise_bbcode.tag_pool import tag_pool\n\n\ncolor_re = re.compile(r'^([a-z]+|#[0-9abcdefABCDEF]{3,6})$')\n\n\nclass SubTag(BBCodeTag):\n name = 'sub'\n\n def render(self, value, option=None, parent=None):\n return '<sub>%s</sub>' % value\n\n\nclass PreTag(BBCodeTag):\n name = 'pre'\n render_embedded = False\n\n def render(self, value, option=None, parent=None):\n return '<pre>%s</pre>' % value\n\n\nclass SizeTag(BBCodeTag):\n name = 'size'\n definition_string = '[size={RANGE=4,7}]{TEXT}[/size]'\n format_string = '<span style=\"font-size:{RANGE=4,7}px;\">{TEXT}</span>'\n\n # Complete this line\nclass FruitTag(BBCodeTag):\n name = 'fruit'\n definition_string = '[fruit]{CHOICE=tomato,orange,apple}[/fruit]'\n format_string = '<h5>{CHOICE=tomato,orange,apple}</h5>'\n\n\nclass PhoneLinkTag(BBCodeTag):\n name = 'phone'\n definition_string = '[phone]{PHONENUMBER}[/phone]'\n format_string = '<a href=\"tel:{PHONENUMBER}\">{PHONENUMBER}</a>'\n\n def render(self, value, option=None, parent=None):\n href = 'tel:{}'.format(value)\n return '<a href=\"{0}\">{0}</a>'.format(href, value)\n\n\nclass StartsWithATag(BBCodeTag):\n name = 'startswitha'\n definition_string = '[startswitha]{STARTSWITH=a}[/startswitha]'\n format_string = '<span>{STARTSWITH=a}</span>'\n\n\nclass RoundedBBCodeTag(BBCodeTag):\n name = 'rounded'\n\n class Options:\n strip = False\n\n def render(self, value, option=None, parent=None):\n if option and re.search(color_re, option) is not None:\n return '<div class=\"rounded\" style=\"border-color:{};\">{}</div>'.format(option, value)\n return '<div class=\"rounded\">{}</div>'.format(value)\n\n\ntag_pool.register_tag(SubTag)\ntag_pool.register_tag(PreTag)\ntag_pool.register_tag(SizeTag)\ntag_pool.register_tag(FruitTag)\ntag_pool.register_tag(PhoneLinkTag)\ntag_pool.register_tag(StartsWithATag)\ntag_pool.register_tag(RoundedBBCodeTag)"}, {"role": "assistant", "content": "The missing line is:"}]
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ab4d5adf0a4cf40d756ef93b4de1fbf8fed57093
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: ## Program: VMTK ## Language: Python ## Date: January 10, 2018 ## Version: 1.4 ## Copyright (c) Richard Izzo, Luca Antiga, All rights reserved. ## See LICENSE file for details. ## This software is distributed WITHOUT ANY WARRANTY; without even ## the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR ## PURPOSE. See the above copyright notices for more information. ## Note: this code was contributed by ## Richard Izzo (Github @rlizzo) ## University at Buffalo import pytest import vmtk.vmtksurfacescaling as scaling def test_isotropic_scale(aorta_surface, compare_surfaces): name = __name__ + '_test_isotropic_scale.vtp' scaler = scaling.vmtkSurfaceScaling() scaler.Surface = aorta_surface scaler.ScaleFactor = 2 scaler.Execute() assert compare_surfaces(scaler.Surface, name, tolerance=1.0) == True @pytest.mark.parametrize('xfactor,yfactor,zfactor,paramid', [ (2, None, None, '0'), (None, 2, None, '1'), (None, None, 2, '2'), (2, 2, None, '3'), (2, None, 2, '4'), (None, 2, 2, '5'), ]) def test_xyz_scale_factors(aorta_surface, compare_surfaces, xfactor, yfactor, zfactor, paramid): name = __name__ + '_test_xyz_scale_factors_' + paramid + '.vtp' scaler = scaling.vmtkSurfaceScaling() scaler.Surface = aorta_surface scaler.ScaleFactorX = xfactor scaler.ScaleFactorY = yfactor scaler.ScaleFactorZ = zfactor scaler.Execute() assert compare_surfaces(scaler.Surface, name, tolerance=1.0) == True
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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Pythoncode:Python
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n## Program: VMTK\n## Language: Python\n## Date: January 10, 2018\n## Version: 1.4\n\n## Copyright (c) Richard Izzo, Luca Antiga, All rights reserved.\n## See LICENSE file for details.\n\n## This software is distributed WITHOUT ANY WARRANTY; without even\n## the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR\n## PURPOSE. See the above copyright notices for more information.\n\n## Note: this code was contributed by\n## Richard Izzo (Github @rlizzo)\n## University at Buffalo\n\nimport pytest\nimport vmtk.vmtksurfacescaling as scaling\n\n\ndef test_isotropic_scale(aorta_surface, compare_surfaces):\n name = __name__ + '_test_isotropic_scale.vtp'\n scaler = scaling.vmtkSurfaceScaling()\n scaler.Surface = aorta_surface\n scaler.ScaleFactor = 2\n scaler.Execute()\n\n assert compare_surfaces(scaler.Surface, name, tolerance=1.0) == True\n\n\n@pytest.mark.parametrize('xfactor,yfactor,zfactor,paramid', [\n (2, None, None, '0'),\n (None, 2, None, '1'),\n (None, None, 2, '2'),\n (2, 2, None, '3'),\n (2, None, 2, '4'),\n (None, 2, 2, '5'),\n])\ndef test_xyz_scale_factors(aorta_surface, compare_surfaces, xfactor,\n yfactor, zfactor, paramid):\n name = __name__ + '_test_xyz_scale_factors_' + paramid + '.vtp'\n scaler = scaling.vmtkSurfaceScaling()\n scaler.Surface = aorta_surface\n scaler.ScaleFactorX = xfactor\n scaler.ScaleFactorY = yfactor\n scaler.ScaleFactorZ = zfactor\n scaler.Execute()\n\n assert compare_surfaces(scaler.Surface, name, tolerance=1.0) == True"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
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ab4de19d0181da877a10411de0bdd3a02265b4f5
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: # -*- coding: utf8 -*- # Copyright 1999-2017 Tencent 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. from tencentcloud.common.abstract_model import AbstractModel class AccountAttribute(AbstractModel): """账户属性对象 """ def __init__(self): """ :param AttributeName: 属性名 :type AttributeName: str :param AttributeValues: 属性值 :type AttributeValues: list of str """ self.AttributeName = None self.AttributeValues = None def _deseriali ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.AttributeName = params.get("AttributeName") self.AttributeValues = params.get("AttributeValues") class Address(AbstractModel):
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incomplete_code
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Pythoncode:Python
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf8 -*-\n# Copyright 1999-2017 Tencent 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\nfrom tencentcloud.common.abstract_model import AbstractModel\n\n\nclass AccountAttribute(AbstractModel):\n \"\"\"\u8d26\u6237\u5c5e\u6027\u5bf9\u8c61\n\n \"\"\"\n\n def __init__(self):\n \"\"\"\n :param AttributeName: \u5c5e\u6027\u540d\n :type AttributeName: str\n :param AttributeValues: \u5c5e\u6027\u503c\n :type AttributeValues: list of str\n \"\"\"\n self.AttributeName = None\n self.AttributeValues = None\n\n\n def _deseriali\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 self.AttributeName = params.get(\"AttributeName\")\n self.AttributeValues = params.get(\"AttributeValues\")\n\n\nclass Address(AbstractModel):"}]
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syntax
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CRITICAL
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ab4e0820c560508db4fbda99cab044003f105f34
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: #!/usr/bin/env python def normalMidpoint(mean_a: float, mean_b: float, std_a: float, std_b: float) -> float: """Find the midpoint between two normal distributions Args: mean_a (float): Mean of first distribution mean_b (float): Mean of second distribution std_a (float): Std dev of first distribution std_b (float): Std dev of second distribution Returns: float: Midpoint between distributions """ a = 1 / (2 * std_a**2) - 1 / (2 * std_b**2) b = mean_b / (std_b**2) - mean_a / (std_a**2) c = ( mean_a**2 / (2 * std_a**2) - mean_b**2 / (2 * std_b**2) - np.log(std_b / std_a) ) roots = np.roots([a, b, c]) masked = np.ma.masked_outside(roots, mean_a, mean_b) return float(masked[~masked.mask][0][0]) # https://www.askpython.com/python/normal-distribution def normalChance(mean: float, stdev: float, thr: float) -> float: """Find the chance of a normal distribution above/below a given value Args: # Complete this line stdev (float): Std dev of the distribution thr (float): Threshold to check above/below Returns: float: Chance for threshold to end up above/below the given point in the distribution """ chance = ss.norm(loc=mean, scale=stdev).cdf(thr) return float(chance if mean > thr else 1 - chance) def genErrorMap(thr_maps: Dict[str, List[List[float]]], bpc: int) -> List[List[float]]: """Generate an error map from a threshold map Args: thr_maps (dict): Threshold map bpc (int): Bits per cell Raises: ValueError: if the given bpc is not in the threshold map Returns: list: Error map from the threshold map """ if str(bpc) not in thr_maps.keys(): raise ValueError(f"Threshold map does not have values for {bpc} levels") thr_map: List[List[float]] = thr_maps[str(bpc)] err_map = [[0.0]] for i in range(len(thr_map) - 1): mid = normalMidpoint( thr_map[i][0], thr_map[i + 1][0], thr_map[i][1], thr_map[i + 1][1] ) up = normalChance(thr_map[i][0], thr_map[i][1], mid) dn = normalChance(thr_map[i + 1][0], thr_map[i + 1][1], mid) err_map[i].append(up) err_map.append([dn]) err_map[-1].append(0.0) return err_map ... [1 more functiondefs truncated] ...
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The missing line is: mean (float): Mean of the distribution
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Pythoncode:Python
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| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\n\ndef normalMidpoint(mean_a: float, mean_b: float, std_a: float, std_b: float) -> float:\n \"\"\"Find the midpoint between two normal distributions\n\n Args:\n mean_a (float): Mean of first distribution\n mean_b (float): Mean of second distribution\n std_a (float): Std dev of first distribution\n std_b (float): Std dev of second distribution\n\n Returns:\n float: Midpoint between distributions\n \"\"\"\n a = 1 / (2 * std_a**2) - 1 / (2 * std_b**2)\n b = mean_b / (std_b**2) - mean_a / (std_a**2)\n c = (\n mean_a**2 / (2 * std_a**2)\n - mean_b**2 / (2 * std_b**2)\n - np.log(std_b / std_a)\n )\n roots = np.roots([a, b, c])\n masked = np.ma.masked_outside(roots, mean_a, mean_b)\n return float(masked[~masked.mask][0][0])\n\n\n# https://www.askpython.com/python/normal-distribution\ndef normalChance(mean: float, stdev: float, thr: float) -> float:\n \"\"\"Find the chance of a normal distribution above/below a given value\n\n Args:\n # Complete this line\n stdev (float): Std dev of the distribution\n thr (float): Threshold to check above/below\n\n Returns:\n float: Chance for threshold to end up above/below the given point in the distribution\n \"\"\"\n chance = ss.norm(loc=mean, scale=stdev).cdf(thr)\n return float(chance if mean > thr else 1 - chance)\n\n\ndef genErrorMap(thr_maps: Dict[str, List[List[float]]], bpc: int) -> List[List[float]]:\n \"\"\"Generate an error map from a threshold map\n\n Args:\n thr_maps (dict): Threshold map\n bpc (int): Bits per cell\n\n Raises:\n ValueError: if the given bpc is not in the threshold map\n\n Returns:\n list: Error map from the threshold map\n \"\"\"\n if str(bpc) not in thr_maps.keys():\n raise ValueError(f\"Threshold map does not have values for {bpc} levels\")\n thr_map: List[List[float]] = thr_maps[str(bpc)]\n err_map = [[0.0]]\n\n for i in range(len(thr_map) - 1):\n mid = normalMidpoint(\n thr_map[i][0], thr_map[i + 1][0], thr_map[i][1], thr_map[i + 1][1]\n )\n up = normalChance(thr_map[i][0], thr_map[i][1], mid)\n dn = normalChance(thr_map[i + 1][0], thr_map[i + 1][1], mid)\n\n err_map[i].append(up)\n err_map.append([dn])\n\n err_map[-1].append(0.0)\n\n return err_map\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n mean (float): Mean of the distribution"}]
| false
| null | null | null |
ab4e7cdf2bacce34a3021f862bd5b5457c0c010e
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: earth = { "Asia": {'Japan': ("Tokyo", 377975, 125620000)}, "Europe": {'Austria': ("Vienna", 83800, 8404000), 'Germany': ("Berlin", 357000, 81751000), 'Great Britain': ("London", 244800, 62700000), 'Iceland': ("Reykjavík", 103000, 317630), 'Italy': ("Rome", 301400, 60605000), 'Spain': ("Madrid", 506000, 46162000), 'Ukraine': ("Kyiv", 603700, 45562000)} } class Earth: def __init__(self, continent): self.dictionary = earth self.continent = continent def continent_out(self, a): print( " Country " + " " * 20 + " Capital " + " " * 15 + " Area (km²) " + " " * 7 + " Population " + "\n" + "-----------" + " " * 20 + "-----------" + " " * 15 + "-------------------" + " " * 7 + "--------------") for x in self.dictionary.get(a.title()): print("{:30}".format(x), "{:<30}{:<25}{:<25}".format(self.dictionary.get(a.title())[x][0], str(self.dictionary.get(a.title())[x][1]) + " km²", str(self.dictionary.get(a.title())[x][2]))) def country_out(self, a): a.insert(0, ('Continent', ('Capital', 'Area (km²)', 'Population'))) b = []
|
for i in a: b.extend((i[0], i[1][0], str(i[1][1]), str(i[1][2]))) return ("{:<20}{:<20}{:<25}{:<25}\n" * len(a)).format(*b) def print_continent(self): return self.continent_out(self.continent) def print_country(self, a): for i in self.dictionary.keys(): continent = i country_describe = self.dictionary.get(continent).get(a.title()) if country_describe is None: continue return self.country_out([(continent, country_describe)]) input_str = input("Enter the name of the continent or country: ") if input_str.title() in earth.keys(): Earth(input_str).print_continent() else: print(Earth(continent=None).print_country(input_str))
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 5
| 1
| 2,063
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nearth = {\n \"Asia\":\n {'Japan': (\"Tokyo\", 377975, 125620000)},\n \"Europe\":\n {'Austria': (\"Vienna\", 83800, 8404000),\n 'Germany': (\"Berlin\", 357000, 81751000),\n 'Great Britain': (\"London\", 244800, 62700000),\n 'Iceland': (\"Reykjav\u00edk\", 103000, 317630),\n 'Italy': (\"Rome\", 301400, 60605000),\n 'Spain': (\"Madrid\", 506000, 46162000),\n 'Ukraine': (\"Kyiv\", 603700, 45562000)}\n}\n\n\nclass Earth:\n def __init__(self, continent):\n self.dictionary = earth\n self.continent = continent\n\n def continent_out(self, a):\n print(\n \" Country \" + \" \" * 20 + \" Capital \" + \" \" * 15 + \" Area (km\u00b2) \" + \" \" * 7 + \" Population \" + \"\\n\" +\n \"-----------\" + \" \" * 20 + \"-----------\" + \" \" * 15 + \"-------------------\" + \" \" * 7 + \"--------------\")\n for x in self.dictionary.get(a.title()):\n print(\"{:30}\".format(x),\n \"{:<30}{:<25}{:<25}\".format(self.dictionary.get(a.title())[x][0],\n str(self.dictionary.get(a.title())[x][1]) + \" km\u00b2\",\n str(self.dictionary.get(a.title())[x][2])))\n\n def country_out(self, a):\n a.insert(0, ('Continent', ('Capital', 'Area (km\u00b2)', 'Population')))\n b = []"}, {"role": "assistant", "content": "\n for i in a:\n b.extend((i[0], i[1][0], str(i[1][1]), str(i[1][2])))\n return (\"{:<20}{:<20}{:<25}{:<25}\\n\" * len(a)).format(*b)\n\n def print_continent(self):\n return self.continent_out(self.continent)\n\n def print_country(self, a):\n for i in self.dictionary.keys():\n continent = i\n country_describe = self.dictionary.get(continent).get(a.title())\n if country_describe is None: continue\n return self.country_out([(continent, country_describe)])\n\n\ninput_str = input(\"Enter the name of the continent or country: \")\n\nif input_str.title() in earth.keys():\n Earth(input_str).print_continent()\nelse:\n print(Earth(continent=None).print_country(input_str))"}]
| false
| null | null | null |
ab4ecc2d3d04743c00cc721399cf77a91c741662
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: """Declare runtime dependencies These are needed for local dev, and users must install them as well. See https://docs.bazel.build/versions/main/skylark/deploying.html#dependencies """ load("@bazel_tools//tools/build_defs/repo:http.bzl", "http_archive") load("@bazel_tools//tools/build_defs/repo:utils.bzl", "maybe") # WARNING: any changes in this function may be BREAKING CHANGES for use # because we'll fetch a dependency which may be different from one that # they were previously fetching later in their WORKSPACE setup, and now # ours took precedence. Such breakages are challenging for users, so any # changes in this function should be marked as BREAKING in the commit message # and released only in semver majors. def rules_vue_dependencies(): # The minimal version of bazel_skylib we require maybe( http_arch name = "bazel_skylib", sha256 = "c6966ec828da198c5d9adbaa94c05e3a1c7f21bd012a0b29ba8ddbccb2c93b0d", urls = [ "https://github.com/bazelbuild/bazel-skylib/releases/download/1.1.1/bazel-skylib-1.1.1.tar.gz", "https://mirror.bazel.build/github.com/bazelbuild/bazel-skylib/releases/download/1.1.1/bazel-skylib-1.1.1.tar.gz", ] ) maybe( http_archive, name = "build_bazel_rules_nodejs", sha256 = "4913ea835810c195df24d3a929315c29a64566cc48e409d8b0f35008b4e02e59", urls = ["https://github.com/bazelbuild/rules_nodejs/releases/download/4.4.4/rules_nodejs-4.4.4.tar.gz"], )
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 1 • Invalid syntax at line 19: http_arch Fixes: • Add closing quote at line 1 • Review syntax near the error location
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 1,484
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\"\"\"Declare runtime dependencies\n\nThese are needed for local dev, and users must install them as well.\nSee https://docs.bazel.build/versions/main/skylark/deploying.html#dependencies\n\"\"\"\n\nload(\"@bazel_tools//tools/build_defs/repo:http.bzl\", \"http_archive\")\nload(\"@bazel_tools//tools/build_defs/repo:utils.bzl\", \"maybe\")\n\n# WARNING: any changes in this function may be BREAKING CHANGES for use\n# because we'll fetch a dependency which may be different from one that\n# they were previously fetching later in their WORKSPACE setup, and now\n# ours took precedence. Such breakages are challenging for users, so any\n# changes in this function should be marked as BREAKING in the commit message\n# and released only in semver majors.\ndef rules_vue_dependencies():\n # The minimal version of bazel_skylib we require\n maybe(\nhttp_arch\n name = \"bazel_skylib\",\n sha256 = \"c6966ec828da198c5d9adbaa94c05e3a1c7f21bd012a0b29ba8ddbccb2c93b0d\",\n urls = [\n \"https://github.com/bazelbuild/bazel-skylib/releases/download/1.1.1/bazel-skylib-1.1.1.tar.gz\",\n \"https://mirror.bazel.build/github.com/bazelbuild/bazel-skylib/releases/download/1.1.1/bazel-skylib-1.1.1.tar.gz\",\n]\n )\n maybe(\n http_archive,\n name = \"build_bazel_rules_nodejs\",\n sha256 = \"4913ea835810c195df24d3a929315c29a64566cc48e409d8b0f35008b4e02e59\",\n urls = [\"https://github.com/bazelbuild/rules_nodejs/releases/download/4.4.4/rules_nodejs-4.4.4.tar.gz\"],\n )"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 1\n \u2022 Invalid syntax at line 19: http_arch\n\n Fixes:\n \u2022 Add closing quote at line 1\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
ab4efdf65ad735b02d6de387aa7fd48994cd82b2
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import pytest from playhouse.test_utils import assert_query_count from data.registry_model import registry_model from data.database import Manifest from endpoints.api.test.shared import conduct_api_call from endpoints.test.shared import client_with_identity from endpoints.api.tag import RepositoryTag, RestoreTag, ListRepositoryTags from test.fixtures import * def test_change_tag_expiration_default(expiration_time, expected_status, client, app): with client_with_identity("devtable", client) as cl: params = { "repository": "devtable/simple", "tag": "latest", } request_body = { "expiration": expiration_time, } conduct_api_call(cl, RepositoryTag, "put", params, request_body, expected_status) def test_change_tag_expiration(client, app): with client_with_identity("devtable", client) as cl: params = { "repository": "devtable/simple", "tag": "latest", } repo_ref = registry_model.lookup_repository("devtable", "simple") tag = registry_model.get_repo_tag(repo_ref, "latest") ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: updated_expiration = tag.lifetime_start_ts + 60 * 60 * 24 request_body = { "expiration": updated_expiration,
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 1,128
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport pytest\n\nfrom playhouse.test_utils import assert_query_count\n\nfrom data.registry_model import registry_model\nfrom data.database import Manifest\n\nfrom endpoints.api.test.shared import conduct_api_call\nfrom endpoints.test.shared import client_with_identity\nfrom endpoints.api.tag import RepositoryTag, RestoreTag, ListRepositoryTags\n\nfrom test.fixtures import *\n\n\ndef test_change_tag_expiration_default(expiration_time, expected_status, client, app):\n with client_with_identity(\"devtable\", client) as cl:\n params = {\n \"repository\": \"devtable/simple\",\n \"tag\": \"latest\",\n }\n\n request_body = {\n \"expiration\": expiration_time,\n }\n\n conduct_api_call(cl, RepositoryTag, \"put\", params, request_body, expected_status)\n\n\ndef test_change_tag_expiration(client, app):\n with client_with_identity(\"devtable\", client) as cl:\n params = {\n \"repository\": \"devtable/simple\",\n \"tag\": \"latest\",\n }\n\n repo_ref = registry_model.lookup_repository(\"devtable\", \"simple\")\n tag = registry_model.get_repo_tag(repo_ref, \"latest\")\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 updated_expiration = tag.lifetime_start_ts + 60 * 60 * 24\n\n request_body = {\n \"expiration\": updated_expiration,"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab4f57f26ec8e3a5f4f9c3add8fa33115729abc3
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import json import os import random import requests from passlib.hash import pbkdf2_sha256 as pbk from PyQt5.QtSql import QSqlDatabase, QSqlQuery from pprint import pprint def scrambleWord(word): """Randomize the letters in word and return the resulting string.""" word_list = list(word) random.shuffle(word_list) word = ''.join(word_list) return word def generateItems(): """Generate a dictionary of retail products and store the data in items.json. Pulls a list of items and artificially doubles it with scrambled item names. Each item is given a random PLU, UPC, and department number. Each dictionary key is the item's PLU. """ response = requests.get('https://www.randomlists.com/data/things.json') json_data = response.json()
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 19 Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 784
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport json\nimport os\nimport random\nimport requests\nfrom passlib.hash import pbkdf2_sha256 as pbk\nfrom PyQt5.QtSql import QSqlDatabase, QSqlQuery\nfrom pprint import pprint\n\n\ndef scrambleWord(word):\n \"\"\"Randomize the letters in word and return the resulting string.\"\"\"\n word_list = list(word)\n random.shuffle(word_list)\n word = ''.join(word_list)\n return word\n\n\ndef generateItems():\n \"\"\"Generate a dictionary of retail products and store the data in items.json.\n\n Pulls a list of items and artificially doubles it with scrambled item names.\n Each item is given a random PLU, UPC, and department number.\n Each dictionary key is the item's PLU.\n \"\"\"\n response = requests.get('https://www.randomlists.com/data/things.json')\n json_data = response.json()"}, {"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 19\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab4f80a6a89a2ba8ed869ff8442a2bb12f645322
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import requests from flask import abort, redirect, request, url_for from lnurl import LnurlWithdrawResponse, handle as handle_lnurl from lnurl.exceptions import LnurlException from time import sleep from lnbits.core import core_app from lnbits.helpers import Status from lnbits.settings import WALLET from ..crud import create_account, get_user, create_wallet, create_payment @core_app.route("/lnurlwallet") def lnurlwallet(): memo = "LNbits LNURL funding" try: withdraw_res = handle_lnurl(request.args.get("lightning"), response_class=LnurlWithdrawResponse) except LnurlException: abort(Status.INTERNAL_SERVER_ERROR, "Could not process withdraw LNURL.") try: ok, checking_id, payment_request, error_message = WALLET.create_invoice(withdraw_res.max_sats, memo) except Exception as e: ok, error_message = False, str(e) if not ok: abort(Status.INTERNAL_SERVER_ERROR, error_message) r = requests.get( withdraw_res.callback.base, params={**withdraw_res.callback.query_params, **{"k1": withdraw_res.k1, "pr": payment_request}}, ) ... code continues ...
|
Completion: Missing: Function 'lnurlwallet' is incomplete - body truncated To complete: • Complete the function 'lnurlwallet' body and add missing return Example continuation: if not r.ok: abort(Status.INTERNAL_SERVER_ERROR, "Could not process withdraw LNURL.") for i in range(10): invoice_status = WALLET.get_invoice_status(checking_id)
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 1,122
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport requests\n\nfrom flask import abort, redirect, request, url_for\nfrom lnurl import LnurlWithdrawResponse, handle as handle_lnurl\nfrom lnurl.exceptions import LnurlException\nfrom time import sleep\n\nfrom lnbits.core import core_app\nfrom lnbits.helpers import Status\nfrom lnbits.settings import WALLET\n\nfrom ..crud import create_account, get_user, create_wallet, create_payment\n\n\n@core_app.route(\"/lnurlwallet\")\ndef lnurlwallet():\n memo = \"LNbits LNURL funding\"\n\n try:\n withdraw_res = handle_lnurl(request.args.get(\"lightning\"), response_class=LnurlWithdrawResponse)\n except LnurlException:\n abort(Status.INTERNAL_SERVER_ERROR, \"Could not process withdraw LNURL.\")\n\n try:\n ok, checking_id, payment_request, error_message = WALLET.create_invoice(withdraw_res.max_sats, memo)\n except Exception as e:\n ok, error_message = False, str(e)\n\n if not ok:\n abort(Status.INTERNAL_SERVER_ERROR, error_message)\n\n r = requests.get(\n withdraw_res.callback.base,\n params={**withdraw_res.callback.query_params, **{\"k1\": withdraw_res.k1, \"pr\": payment_request}},\n )\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'lnurlwallet' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'lnurlwallet' body and add missing return\n\n Example continuation:\n if not r.ok:\n abort(Status.INTERNAL_SERVER_ERROR, \"Could not process withdraw LNURL.\")\n\n for i in range(10):\n invoice_status = WALLET.get_invoice_status(checking_id)"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
ab4fc96f582ec2e7dbdc6b88ad13480fe26a5ca3
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Import libraries import argparse from azureml.core import Run import joblib import json import os import pandas as pd import shutil # Import functions from train.py from train import split_data, train_model, get_model_metrics # Get the output folder for the model from the '--output_folder' parameter parser = argparse.ArgumentParser() parser.add_argument('--output_folder', type=str, dest='output_folder', default="outputs") args = parser.parse_args() print(args) output_folder = args.output_folder # Get the experiment run context run = Run.get_context() # load the safe driver prediction dataset train_df = pd.read_csv('porto_seguro_safe_driver_prediction_input.csv') # Load the parameters for training the model from the file with open("parameters.json") as f: pars = json.load(f) parameters = pars["training"] # Log each of the parameters to the run for param_name, param_value in parameters.items(): run.log(param_name, param_value) # Call the functions defined in this file train_data, valid_data = split_data(train_df) data = [train_data, valid_data] model = train_model(data, parameters) # Print the resulting metrics for the model model_metrics = get_model_metrics(model, data) print(model_metrics) for k, v in model_metrics.items(): run.log(k, v) # Save the trained model to the output folder os.makedirs(output_folder, exist_ok=True) output_path = output_folder + "/porto_seguro_safe_driver_model.pkl" joblib.dump(value=model, filename=output_path) run.complete()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 1,507
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Import libraries\nimport argparse\nfrom azureml.core import Run\nimport joblib\nimport json\nimport os\nimport pandas as pd\nimport shutil\n\n# Import functions from train.py\nfrom train import split_data, train_model, get_model_metrics\n\n# Get the output folder for the model from the '--output_folder' parameter\nparser = argparse.ArgumentParser()\nparser.add_argument('--output_folder', type=str, dest='output_folder', default=\"outputs\")\n\nargs = parser.parse_args()\nprint(args)\n\noutput_folder = args.output_folder\n\n# Get the experiment run context\nrun = Run.get_context()\n\n# load the safe driver prediction dataset\ntrain_df = pd.read_csv('porto_seguro_safe_driver_prediction_input.csv')\n\n# Load the parameters for training the model from the file\nwith open(\"parameters.json\") as f:\n pars = json.load(f)\n parameters = pars[\"training\"]\n\n# Log each of the parameters to the run\nfor param_name, param_value in parameters.items():\n run.log(param_name, param_value)\n\n# Call the functions defined in this file\ntrain_data, valid_data = split_data(train_df)\ndata = [train_data, valid_data]\nmodel = train_model(data, parameters)\n\n# Print the resulting metrics for the model\nmodel_metrics = get_model_metrics(model, data)\nprint(model_metrics)\n\nfor k, v in model_metrics.items():\n run.log(k, v)\n\n# Save the trained model to the output folder\nos.makedirs(output_folder, exist_ok=True)\noutput_path = output_folder + \"/porto_seguro_safe_driver_model.pkl\"\njoblib.dump(value=model, filename=output_path)\n\nrun.complete()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
ab5224dab7764f41af318140ad4ebc3291d1cf50
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from sqlalchemy import Column, Integer, String, Float from app.database.base_class import Base
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 95
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom sqlalchemy import Column, Integer, String, Float\n\nfrom app.database.base_class import Base"}, {"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
|
ab5634ebc042f640696c7b2e6eb9efb69e3e48b5
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import glob import os import re import errno import shutil def get_sub_dirs_and_files(path, abs_path=False): """ Gets the direct child sub-files and sub-folders of the given directory Args: path: Absolute path to the directory abs_path: If set to True, it returns a list of absolute paths to the sub-directories and sub-files instead of directory names only Returns: dict: {"folders": [list of (if abs_path is True, then path to) sub-folders], "files": [list of (if abs_path is True, then path to) sub-files]} """ folders = get_sub_folders(path, abs_path=abs_path) files = get_sub_files(path, abs_path=abs_path) return {"folders": folders, "files": files} def get_sub_folders(path, abs_path=False): """ Gets the direct child sub-folders of the given directory Args: path: Absolute path to the directory abs_path: If set to True, it returns a list of absolute paths to the sub-directories instead of directory names only Returns: only_folders: [list of sub-folders] """ folders = [] temp = glob.glob(path + os.sep + "*") for folder in temp: if os.path.isdir(folder) and not folder.endswith('__pycache__'): folders.append(folder) only_folders = [f.replace("\\", '/') for f in folders] if not abs_path: only_folders = [f.rpartition('/')[2] for f in only_folders] return only_folders def get_sub_files(path, abs_path=False): """ Gets the direct child sub-files of the given directory Args: path: Absolute path to the directory abs_path: If set to True, it returns a list of absolute paths to the sub-files instead of file names only Returns: only_files: [list of sub-files] """ files = glob.glob(path + os.sep + "*.*") only_files = [f.replace("\\", '/') for f in files] if not abs_path: only_files = [f.rpartition('/')[2] for f in only_files] return only_files def get_abs_path(relative_path, base_path=None, silence_error=False): """ Gets the absolute path from the given relative_path and base_path Args: relative_path: relative path to the file/directory base_path: absolute path from where the relative path should be traced. If not provided, the current working directory path will be used. silence_error: Setting this to True would not verify if the directory exists Returns: path: absolute path derived from relative_path and base_path """ if base_path is None: base_path = os.getcwd() path = os.path.join(base_path.strip(), relative_path.strip()) if not silence_error and not os.path.exists(path): print("An Error Occurred: {0} does not exist".format(path)) path = None return path ... [10 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 9 Block at line 17 has no indented body Invalid syntax at line 96: ... [10 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 20 💡 Suggestions: Complete the expression on the last line Add closing quote at line 9 Review syntax near the error location
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intermediate
|
database
|
debugging
|
Pythoncode:Python
| 4
| 0
| 2,959
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport glob\nimport os\nimport re\nimport errno\nimport shutil\n\n\ndef get_sub_dirs_and_files(path, abs_path=False):\n \"\"\"\n Gets the direct child sub-files and sub-folders of the given directory\n\n Args:\n path: Absolute path to the directory\n abs_path: If set to True, it returns a list of absolute paths to the sub-directories and\n sub-files instead of directory names only\n\n Returns:\n\n dict: {\"folders\": [list of (if abs_path is True, then path to) sub-folders],\n \"files\": [list of (if abs_path is True, then path to) sub-files]}\n\n \"\"\"\n folders = get_sub_folders(path, abs_path=abs_path)\n files = get_sub_files(path, abs_path=abs_path)\n return {\"folders\": folders, \"files\": files}\n\n\ndef get_sub_folders(path, abs_path=False):\n \"\"\"\n Gets the direct child sub-folders of the given directory\n Args:\n path: Absolute path to the directory\n abs_path: If set to True, it returns a list of absolute paths to the sub-directories\n instead of directory names only\n\n Returns:\n only_folders: [list of sub-folders]\n\n \"\"\"\n folders = []\n temp = glob.glob(path + os.sep + \"*\")\n for folder in temp:\n if os.path.isdir(folder) and not folder.endswith('__pycache__'):\n folders.append(folder)\n only_folders = [f.replace(\"\\\\\", '/') for f in folders]\n if not abs_path:\n only_folders = [f.rpartition('/')[2] for f in only_folders]\n return only_folders\n\n\ndef get_sub_files(path, abs_path=False):\n \"\"\"\n Gets the direct child sub-files of the given directory\n Args:\n path: Absolute path to the directory\n abs_path: If set to True, it returns a list of absolute paths to the sub-files instead of\n file names only\n\n Returns:\n only_files: [list of sub-files]\n\n \"\"\"\n files = glob.glob(path + os.sep + \"*.*\")\n only_files = [f.replace(\"\\\\\", '/') for f in files]\n if not abs_path:\n only_files = [f.rpartition('/')[2] for f in only_files]\n return only_files\n\n\ndef get_abs_path(relative_path, base_path=None, silence_error=False):\n \"\"\"\n Gets the absolute path from the given relative_path and base_path\n Args:\n relative_path: relative path to the file/directory\n base_path: absolute path from where the relative path should be traced. If not provided, the\n current working directory path will be used.\n silence_error: Setting this to True would not verify if the directory exists\n\n Returns:\n path: absolute path derived from relative_path and base_path\n\n \"\"\"\n if base_path is None:\n base_path = os.getcwd()\n\n path = os.path.join(base_path.strip(), relative_path.strip())\n\n if not silence_error and not os.path.exists(path):\n print(\"An Error Occurred: {0} does not exist\".format(path))\n path = None\n\n return path\n\n\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 9\n Block at line 17 has no indented body\n Invalid syntax at line 96: ... [10 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 20\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 9\n Review syntax near the error location"}]
| false
| null | null | null |
ab57b93b87294fbdfc94236ad38a6b407c2435a8
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class AlignmentResult: """ AlignmentResult represents the result of performing an alignment on two sequences. """ def __init__(self, alignment_1: str, alignment_2: str): """ Produces a new AlignmentResult representing the result of performing an alignment on two sequences. """ if len(alignment_1) != len(alignment_2): raise ValueError("input strings have differing lengths") self.alignment_1 = alignment_1 self.alignment_2 = alignment_2 def get_alignment_length(self) -> int: """Returns the length of the alignment.""" return len(self.alignment_1) def get_alignment_1(self) -> str: """Returns the first alignment string.""" return self.alignment_1 def get_alignment_2(self) -> str: """Returns the second alignment string.""" return self.alignment_2 def get_match_string(self) -> str: """Returns the match string for the alignment.""" return "".join( [ "|" if self.alignment_1[i] == self.alignment_2[i] else " " for i in range(len(self.alignment_1)) ] ) def clustered_mismatches(self, cluster_count: int) -> List[int]: """ Breaks the alignment into `cluster_count` clusters and returns the number of mismatches in each cluster. If the alignment cannot be equally divided into the number of clusters, this leaves the last cluster with the remainder of the mismatches. """ if cluster_count < 1: raise ValueError("cluster count must be greater than or equal to 1") match_string = self.get_match_string() cluster_size = floor(len(match_string) / cluster_count) return [
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 2 • Unclosed '[' at line 52 - expected ']' • SyntaxError: '[' was never closed at line 52 Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 9
| 1
| 1,806
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass AlignmentResult:\n \"\"\"\n AlignmentResult represents the result of performing an alignment on two sequences.\n \"\"\"\n\n def __init__(self, alignment_1: str, alignment_2: str):\n \"\"\"\n Produces a new AlignmentResult representing the result of performing an alignment on\n two sequences.\n \"\"\"\n if len(alignment_1) != len(alignment_2):\n raise ValueError(\"input strings have differing lengths\")\n self.alignment_1 = alignment_1\n self.alignment_2 = alignment_2\n\n def get_alignment_length(self) -> int:\n \"\"\"Returns the length of the alignment.\"\"\"\n return len(self.alignment_1)\n\n def get_alignment_1(self) -> str:\n \"\"\"Returns the first alignment string.\"\"\"\n return self.alignment_1\n\n def get_alignment_2(self) -> str:\n \"\"\"Returns the second alignment string.\"\"\"\n return self.alignment_2\n\n def get_match_string(self) -> str:\n \"\"\"Returns the match string for the alignment.\"\"\"\n return \"\".join(\n [\n \"|\" if self.alignment_1[i] == self.alignment_2[i] else \" \"\n for i in range(len(self.alignment_1))\n ]\n )\n\n def clustered_mismatches(self, cluster_count: int) -> List[int]:\n \"\"\"\n Breaks the alignment into `cluster_count` clusters and\n returns the number of mismatches in each cluster. If the\n alignment cannot be equally divided into the number of\n clusters, this leaves the last cluster with the remainder\n of the mismatches.\n \"\"\"\n if cluster_count < 1:\n raise ValueError(\"cluster count must be greater than or equal to 1\")\n\n match_string = self.get_match_string()\n\n cluster_size = floor(len(match_string) / cluster_count)\n\n return ["}, {"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 2\n \u2022 Unclosed '[' at line 52 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 52\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab58cf0f15e7f5253d551ed9c21fd93da300dfec
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from mock_gripper_op import MockGripType from std_msgs.msg import Bool from erdos.op import Op from erdos.data_stream import DataStream from erdos.message import Message class MockGraspObjectOperator(Op): """ Sends a "close" action to the gripper. """ gripper_stream = "gripper-output-stream" action_complete_stream_name = "grasp-action-complete-stream" def __init__(self, name): """ Initializes a lock which blocks future actions to be sent until the past actions are completed. """ super(MockGraspObjectOperator, self).__init__(name) self.move_ahead_lock = True @staticmethod def setup_streams(input_streams, trigger_stream_name, gripper_stream_name): """ Registers callbacks on the given streams and returns two streams, one of which sends the action to the gripper and the other returns a message upon the completion of the action. """ input_streams.filter_name(trigger_stream_name)\ .add_callback(MockGraspObjectOperator.grasp_object) # Complete this line .add_callback(MockGraspObjectOperator.release_lock) return [ DataStream( data_type=MockGripType, name=MockGraspObjectOperator.gripper_stream), DataStream( data_type=Bool, name=MockGraspObjectOperator.action_complete_stream_name) ] def grasp_object(self, msg): """ Sends a close action to the gripper and waits for its completion. """ mock_grasp_object = MockGripType("close") mock_grasp_msg = Message(mock_grasp_object, msg.timestamp) self.move_ahead_lock = False self.get_output_stream( MockGraspObjectOperator.gripper_stream).send(mock_grasp_msg) while not self.move_ahead_lock: pass action_complete_msg = Message(True, msg.timestamp) self.get_output_stream( MockGraspObjectOperator.action_complete_stream_name).send( action_complete_msg) def release_lock(self, msg): """ Releases the lock so that new actions can be sent to the gripper. """ self.move_ahead_lock = True def execute(self): self.spin()
|
The missing line is: input_streams.filter_name(gripper_stream_name)\
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advanced
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 1
| 2,348
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom mock_gripper_op import MockGripType\nfrom std_msgs.msg import Bool\n\nfrom erdos.op import Op\nfrom erdos.data_stream import DataStream\nfrom erdos.message import Message\n\n\nclass MockGraspObjectOperator(Op):\n \"\"\"\n Sends a \"close\" action to the gripper.\n \"\"\"\n gripper_stream = \"gripper-output-stream\"\n action_complete_stream_name = \"grasp-action-complete-stream\"\n\n def __init__(self, name):\n \"\"\"\n Initializes a lock which blocks future actions to be sent until the\n past actions are completed.\n \"\"\"\n super(MockGraspObjectOperator, self).__init__(name)\n self.move_ahead_lock = True\n\n @staticmethod\n def setup_streams(input_streams, trigger_stream_name, gripper_stream_name):\n \"\"\"\n Registers callbacks on the given streams and returns two streams, one\n of which sends the action to the gripper and the other returns a\n message upon the completion of the action.\n \"\"\"\n input_streams.filter_name(trigger_stream_name)\\\n .add_callback(MockGraspObjectOperator.grasp_object)\n # Complete this line\n .add_callback(MockGraspObjectOperator.release_lock)\n return [\n DataStream(\n data_type=MockGripType,\n name=MockGraspObjectOperator.gripper_stream),\n DataStream(\n data_type=Bool,\n name=MockGraspObjectOperator.action_complete_stream_name)\n ]\n\n def grasp_object(self, msg):\n \"\"\"\n Sends a close action to the gripper and waits for its completion.\n \"\"\"\n mock_grasp_object = MockGripType(\"close\")\n mock_grasp_msg = Message(mock_grasp_object, msg.timestamp)\n self.move_ahead_lock = False\n self.get_output_stream(\n MockGraspObjectOperator.gripper_stream).send(mock_grasp_msg)\n while not self.move_ahead_lock:\n pass\n\n action_complete_msg = Message(True, msg.timestamp)\n self.get_output_stream(\n MockGraspObjectOperator.action_complete_stream_name).send(\n action_complete_msg)\n\n def release_lock(self, msg):\n \"\"\"\n Releases the lock so that new actions can be sent to the gripper.\n \"\"\"\n self.move_ahead_lock = True\n\n def execute(self):\n self.spin()"}, {"role": "assistant", "content": "The missing line is:\n input_streams.filter_name(gripper_stream_name)\\"}]
| false
| null | null | null |
ab58dbf2a732c20f8c5b6f7ff7869c6f7c00ca41
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- import pygraphviz as gv # type: ignore import itertools as it from typing import ( def get_state_graph( transitions: TransitionsTable, start: Optional[str] = None, end: Optional[str] = None, nodes: Optional[List[str]] = None, name: str = 'output.png', draw: bool = True, engine: str = 'circo', ) -> gv.AGraph: ''' From a transition dictionary, creates a pygraphviz graph of all the possible states and how to reach the given state. Returns the resulting graph. ''' graph = gv.AGraph(directed=True, strict=False, ranksep='1') key_num = it.count() if nodes is not None: graph.add_nodes_from(nodes) else: graph.add_nodes_from(transitions.keys()) for node, transition_row in transitions.items(): for label, targets in transition_row.items(): for target in targets: graph.add_edge( node, target, key=f'{next(key_num)}', label=label, weight=1, ) if start: n: gv.Node = graph.get_node(start) n.attr['color'] = '#0000FF' n.attr['style'] = 'filled' if end: n = graph.get_node(end) n.attr['color'] = '#00FF00' n.attr['style'] = 'filled' if draw: graph.layou Error: SyntaxError: unterminated string literal
|
Fixed Code: # -*- coding: utf-8 -*- import pygraphviz as gv # type: ignore import itertools as it from typing import ( def get_state_graph( transitions: TransitionsTable, start: Optional[str] = None, end: Optional[str] = None, nodes: Optional[List[str]] = None, name: str = 'output.png', draw: bool = True, engine: str = 'circo', ) -> gv.AGraph: ''' From a transition dictionary, creates a pygraphviz graph of all the possible states and how to reach the given state. Returns the resulting graph. ''' Explanation: Close the string literal with matching quote
|
intermediate
|
general
|
error_fixing
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Pythoncode:Python
| 2
| 0
| 1,382
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nimport pygraphviz as gv # type: ignore\nimport itertools as it\n\nfrom typing import (\ndef get_state_graph(\n transitions: TransitionsTable,\n start: Optional[str] = None,\n end: Optional[str] = None,\n nodes: Optional[List[str]] = None,\n name: str = 'output.png',\n draw: bool = True,\n engine: str = 'circo',\n) -> gv.AGraph:\n '''\n From a transition dictionary, creates a pygraphviz graph\n of all the possible states and how to reach the given state.\n\n Returns the resulting graph.\n '''\n graph = gv.AGraph(directed=True, strict=False, ranksep='1')\n key_num = it.count()\n if nodes is not None:\n graph.add_nodes_from(nodes)\n else:\n graph.add_nodes_from(transitions.keys())\n\n for node, transition_row in transitions.items():\n for label, targets in transition_row.items():\n for target in targets:\n graph.add_edge(\n node,\n target,\n key=f'{next(key_num)}',\n label=label,\n weight=1,\n )\n\n if start:\n n: gv.Node = graph.get_node(start)\n n.attr['color'] = '#0000FF'\n n.attr['style'] = 'filled'\n\n if end:\n n = graph.get_node(end)\n n.attr['color'] = '#00FF00'\n n.attr['style'] = 'filled'\n\n if draw:\n graph.layou\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\nimport pygraphviz as gv # type: ignore\nimport itertools as it\n\nfrom typing import (\ndef get_state_graph(\n transitions: TransitionsTable,\n start: Optional[str] = None,\n end: Optional[str] = None,\n nodes: Optional[List[str]] = None,\n name: str = 'output.png',\n draw: bool = True,\n engine: str = 'circo',\n) -> gv.AGraph:\n '''\n From a transition dictionary, creates a pygraphviz graph\n of all the possible states and how to reach the given state.\n\n Returns the resulting graph.\n '''\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
ab58e931b2be617a8f028a51f43ae40e92333614
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import torch import sys import os sys.path.append(os.getcwd()) from utils.helper_modules import Sequential2 from unimodals.common_models import Linear, MLP, MaxOut_MLP from datasets.imdb.get_data import get_dataloader from fusions.common_fusions import Concat from objective_functions.objectives_for_supervised_learning import MFM_objective from objective_functions.recon import sigmloss1d from training_structures.Supervised_Learning import train, test filename = "best_mfm.pt" traindata, validdata, testdata = get_dataloader( "../video/multimodal_imdb.hdf5", "../video/mmimdb", vgg=True, batch_size=128) classes = 23 n_latent = 512 fuse = Sequential2(Concat(), MLP(2*n_latent, n_latent, n_latent//2)).cuda() encoders = [MaxOut_MLP(512, 512, 300, n_latent, False).cuda( ), MaxOut_MLP(512, 1024, 4096, n_latent, False).cuda()] head = Linear(n_latent//2, classes).cuda() decoders = [MLP(n_latent, 600, 300).cuda(), MLP(n_latent, 2048, 4096).cuda()] intermediates = [MLP(n_latent, n_latent//2, n_latent//2).cuda(), MLP(n_latent, n_latent//2, n_latent//2).cud
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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 27 - expected ']' • SyntaxError: '[' was never closed at line 27 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
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Pythoncode:Python
| 0
| 0
| 1,082
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport torch\nimport sys\nimport os\n\nsys.path.append(os.getcwd())\n\nfrom utils.helper_modules import Sequential2\nfrom unimodals.common_models import Linear, MLP, MaxOut_MLP\nfrom datasets.imdb.get_data import get_dataloader\nfrom fusions.common_fusions import Concat\nfrom objective_functions.objectives_for_supervised_learning import MFM_objective\nfrom objective_functions.recon import sigmloss1d\nfrom training_structures.Supervised_Learning import train, test\n\nfilename = \"best_mfm.pt\"\ntraindata, validdata, testdata = get_dataloader(\n \"../video/multimodal_imdb.hdf5\", \"../video/mmimdb\", vgg=True, batch_size=128)\n\nclasses = 23\nn_latent = 512\nfuse = Sequential2(Concat(), MLP(2*n_latent, n_latent, n_latent//2)).cuda()\nencoders = [MaxOut_MLP(512, 512, 300, n_latent, False).cuda(\n), MaxOut_MLP(512, 1024, 4096, n_latent, False).cuda()]\nhead = Linear(n_latent//2, classes).cuda()\n\ndecoders = [MLP(n_latent, 600, 300).cuda(), MLP(n_latent, 2048, 4096).cuda()]\nintermediates = [MLP(n_latent, n_latent//2, n_latent//2).cuda(),\n MLP(n_latent, n_latent//2, n_latent//2).cud"}, {"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 27 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 27\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab59b426727f7713efb93b6855597da219efc0be
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Generated by Django 4.0.2 on 2022-06-01 04:43 from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): initial = True dependencies = [ ] operations = [ migrations.CreateModel( name='Channel', fields=[ ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('name', models.CharField(default='', max_l
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 17 - expected ']' • Unclosed '(' at line 19 - expected ')' Fix: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 490
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Generated by Django 4.0.2 on 2022-06-01 04:43\n\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 ]\n\n operations = [\n migrations.CreateModel(\n name='Channel',\n fields=[\n ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('name', models.CharField(default='', max_l"}, {"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 17 - expected ']'\n \u2022 Unclosed '(' at line 19 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab5a9e198509b5652d8bbadee3e63897c02a6e94
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- ... [6 more functiondefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 71
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ab5b1e3328548b4d29719e9eabea190e03a2dd78
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from slisonner import decoder, encoder from tests import mocker from tempfile import mkdtemp from shutil import rmtree def test_full_encode_decode_cycle(): temp_out_dir = mkdtemp() slice_id = '2015-01-02 00:00:00' x_size, y_size = 10, 16 temp_slice_path = mocker.generate_slice(x_size, y_size, 'float32') slice_meta_encoded, slison_filepath = encoder.encode_slice_file( # Complete this line slice_duration=300, timestamp=slice_id, layer_id='london', x_size=x_size, y_size=y_size, value_type='float32', out_dir=temp_out_dir) slice_data, slice_meta_decoded = decoder.decode_slison(slison_filepath) for key, encoded_value in slice_meta_encoded.items(): assert encoded_value == slice_meta_decoded[key] rmtree(temp_out_dir)
|
The missing line is: filepath=temp_slice_path,
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intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 833
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom slisonner import decoder, encoder\nfrom tests import mocker\nfrom tempfile import mkdtemp\nfrom shutil import rmtree\n\n\ndef test_full_encode_decode_cycle():\n temp_out_dir = mkdtemp()\n slice_id = '2015-01-02 00:00:00'\n x_size, y_size = 10, 16\n\n temp_slice_path = mocker.generate_slice(x_size, y_size, 'float32')\n\n slice_meta_encoded, slison_filepath = encoder.encode_slice_file(\n # Complete this line\n slice_duration=300,\n timestamp=slice_id,\n layer_id='london',\n x_size=x_size,\n y_size=y_size,\n value_type='float32',\n out_dir=temp_out_dir)\n slice_data, slice_meta_decoded = decoder.decode_slison(slison_filepath)\n for key, encoded_value in slice_meta_encoded.items():\n assert encoded_value == slice_meta_decoded[key]\n\n rmtree(temp_out_dir)"}, {"role": "assistant", "content": "The missing line is:\n filepath=temp_slice_path,"}]
| false
| null | null | null |
ab5be15bbc59ecc18cf93a6170b0dd272f33cfd6
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright (c) 2018, Tridots Tech Pvt. Ltd. and contributors # For license information, please see license.txt from __future__ import unicode_literals import frappe from frappe.website.website_generator import WebsiteGenerator class Category(WebsiteGenerator): def validate(self): if ' ' in self.category_name: self.route = self.category_name.replace(" ", "").lower()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 1
| 1
| 403
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Copyright (c) 2018, Tridots Tech Pvt. Ltd. and contributors\n# For license information, please see license.txt\n\nfrom __future__ import unicode_literals\nimport frappe\nfrom frappe.website.website_generator import WebsiteGenerator\n\nclass Category(WebsiteGenerator):\n\t\n\n\tdef validate(self):\n\t\tif ' ' in self.category_name:\n\t\t\tself.route = self.category_name.replace(\" \", \"\").lower()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
ab5da7ec6af05a22fe8ff59c25c22325724698fc
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import matplotlib.pyplot as plt import math xtab = [] ytab = [] for i in range(0, 628): # Calculate polar coordinates for provided equation
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • IndentationError at line 9 Fix: Complete the truncated code structure
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 146
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport matplotlib.pyplot as plt\nimport math\n\n\nxtab = []\nytab = []\n\nfor i in range(0, 628):\n # Calculate polar coordinates for provided equation"}, {"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 IndentationError at line 9\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ab5e4dfefa5bc8fdcbff9af5c74dd0475612065f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright (c) 2003-2010 LOGILAB S.A. (Paris, FRANCE). # http://www.logilab.fr/ -- mailto:contact@logilab.fr # # This program is free software; you can redistribute it and/or modify it under # the terms of the GNU Lesser General Public License as published by the Free Software # Foundation; either version 2 of the License, or (at your option) any later # version. # # This program is distributed in the hope that it will be useful, but WITHOUT # ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS # FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. # # You should have received a copy of the GNU Lesser General Public License along with # this program; if not, write to the Free Software Foundation, Inc., # 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA. # copyright 2003-2010 LOGILAB S.A. (Paris, FRANCE), all rights reserved. # contact http://www.logilab.fr/ -- mailto:contact@logilab.fr # copyright 2003-2010 Sylvain Thenault, all rights reserved. # contact mailto:thenault@gmail.com # # This file is part of logilab-astng. # # logilab-astng is free software: you can redistribute it and/or modify it # under the terms of the GNU Lesser General Public License as published by the # Free Software Foundation, either version 2.1 of the License, or (at your # option) any later version. # # logilab-astng is distributed in the hope that it will be useful, but # WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or # FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License # for more details. # # You should have received a copy of the GNU Lesser General Public License along # with logilab-astng. If not, see <http://www.gnu.org/licenses/>.
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 1,764
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright (c) 2003-2010 LOGILAB S.A. (Paris, FRANCE).\n# http://www.logilab.fr/ -- mailto:contact@logilab.fr\n#\n# This program is free software; you can redistribute it and/or modify it under\n# the terms of the GNU Lesser General Public License as published by the Free Software\n# Foundation; either version 2 of the License, or (at your option) any later\n# version.\n#\n# This program is distributed in the hope that it will be useful, but WITHOUT\n# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS\n# FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details.\n#\n# You should have received a copy of the GNU Lesser General Public License along with\n# this program; if not, write to the Free Software Foundation, Inc.,\n# 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.\n# copyright 2003-2010 LOGILAB S.A. (Paris, FRANCE), all rights reserved.\n# contact http://www.logilab.fr/ -- mailto:contact@logilab.fr\n# copyright 2003-2010 Sylvain Thenault, all rights reserved.\n# contact mailto:thenault@gmail.com\n#\n# This file is part of logilab-astng.\n#\n# logilab-astng is free software: you can redistribute it and/or modify it\n# under the terms of the GNU Lesser General Public License as published by the\n# Free Software Foundation, either version 2.1 of the License, or (at your\n# option) any later version.\n#\n# logilab-astng is distributed in the hope that it will be useful, but\n# WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or\n# FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License\n# for more details.\n#\n# You should have received a copy of the GNU Lesser General Public License along\n# with logilab-astng. If not, see <http://www.gnu.org/licenses/>."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ab5ff68a9733a875c0aeb19f8b19c6f3ac7260b4
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import torch import torch.nn as nn class Generator(nn.Module): def __init__(self, signal_size, out_channels=3): super(Generator, self).__init__() self.linear = nn.Linear(signal_size, 1024*4*4) convs = [] channels = [1024, 512, 256, 128] for i in range(1, len(channels)): convs.append(nn.ConvTranspose2d(channels[i-1], channels[i], 2, stride=2)) convs.append(nn.BatchNorm2d(channels[i])) convs.append(nn.LeakyReLU(0.2, inplace=True)) convs.append(nn.ConvTranspose2d(channels[-1], out_channels, 2, stride=2)) convs.append(nn.Tanh()) self.convs = nn.Sequential(*convs) def forward(self, x): x = self.linear(x) x = x.view(x.size(0), 1024, 4, 4) x = self.convs(x) return x class Discriminator(nn.Module): def __init__(self):
|
super(Discriminator, self).__init__() channels = [3, 32, 64, 128, 256, 512, 1024] convs = [] for i in range(1, len(channels)): convs.append(nn.Conv2d(channels[i-1], channels[i], 3, padding=1, stride=2)) convs.append(nn.BatchNorm2d(channels[i])) convs.append(nn.LeakyReLU(0.2, inplace=True)) self.convs = nn.Sequential(*convs) self.linear = nn.Linear(1024*1*1, 1) def forward(self, x): x = self.convs(x) x = x.view(x.size(0), -1) x = self.linear(x) # x = torch.sigmoid(x) return x
|
advanced
|
database
|
code_completion
|
Pythoncode:Python
| 4
| 2
| 1,518
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\n\nclass Generator(nn.Module):\n def __init__(self, signal_size, out_channels=3):\n super(Generator, self).__init__()\n self.linear = nn.Linear(signal_size, 1024*4*4)\n \n convs = []\n channels = [1024, 512, 256, 128]\n for i in range(1, len(channels)):\n convs.append(nn.ConvTranspose2d(channels[i-1], channels[i], 2, stride=2))\n convs.append(nn.BatchNorm2d(channels[i]))\n convs.append(nn.LeakyReLU(0.2, inplace=True))\n convs.append(nn.ConvTranspose2d(channels[-1], out_channels, 2, stride=2))\n convs.append(nn.Tanh())\n \n self.convs = nn.Sequential(*convs)\n \n def forward(self, x):\n x = self.linear(x)\n x = x.view(x.size(0), 1024, 4, 4)\n x = self.convs(x)\n return x\n\nclass Discriminator(nn.Module):\n def __init__(self):"}, {"role": "assistant", "content": "\n super(Discriminator, self).__init__()\n channels = [3, 32, 64, 128, 256, 512, 1024]\n convs = []\n for i in range(1, len(channels)):\n convs.append(nn.Conv2d(channels[i-1], channels[i], 3, padding=1, stride=2))\n convs.append(nn.BatchNorm2d(channels[i]))\n convs.append(nn.LeakyReLU(0.2, inplace=True))\n self.convs = nn.Sequential(*convs)\n self.linear = nn.Linear(1024*1*1, 1)\n \n def forward(self, x):\n x = self.convs(x)\n x = x.view(x.size(0), -1) \n x = self.linear(x)\n # x = torch.sigmoid(x)\n return x"}]
| false
| null | null | null |
ab60f9944d5fde6a7550fbbfc9b1e8fd43e10b50
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import fire import gtfparse from pathlib import Path def simplify_gene_type(gene_type): if gene_type in GENCODE_CATEGORY_MAP: sim_type = GENCODE_CATEGORY_MAP.get(gene_type) if sim_type == 'lncRNA': sim_type = f'annotated_{sim_type}' elif sim_type == 'ncRNA': sim_type = f'other_{sim_type}' else: pass return sim_type else: raise ValueError(gene_type) def dfline2gtfline(dfline): basic_inf = dfline[:8] basic_inf.fillna('.', inplace=True) basic_inf.frame = '.' basic_inf_list = [str(each) for each in basic_inf] basic_inf_line = '\t'.join(basic_inf_list) attr_inf = dfline[8:] attr_inf_list = [] for key, val in attr_inf.items(): if val: attr_inf_list.append(f'{key} "{val}";') attr_inf_line = ' '.join(attr_inf_list) return f'{basic_inf_line}\t{attr_inf_line}\n' def split_gtf(gtf, outdir, novel=False): gtf_df = gtfparse.read_gtf(gtf) if 'gene_type' in gtf_df.columns: gtf_df.loc[:, 'gene_biotype'] = gtf_df.gene_type gtf_df.drop('gene_type', axis=1, inplace=True) elif 'gene_biotype' in gtf_df.columns: pass else: gtf_df.loc[:, 'gene_biotype'] = 'protein_coding' type_label = 'gene_biotype' if novel: gtf_df.loc[
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unclosed '[' at line 48 - expected ']' • SyntaxError: '[' was never closed at line 48 Fix: Close the string literal with matching quote
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 1,346
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport fire\nimport gtfparse\nfrom pathlib import Path\n\n\ndef simplify_gene_type(gene_type):\n if gene_type in GENCODE_CATEGORY_MAP:\n sim_type = GENCODE_CATEGORY_MAP.get(gene_type)\n if sim_type == 'lncRNA':\n sim_type = f'annotated_{sim_type}'\n elif sim_type == 'ncRNA':\n sim_type = f'other_{sim_type}'\n else:\n pass\n return sim_type\n else:\n raise ValueError(gene_type)\n\n\ndef dfline2gtfline(dfline):\n basic_inf = dfline[:8]\n basic_inf.fillna('.', inplace=True)\n basic_inf.frame = '.'\n basic_inf_list = [str(each) for each in basic_inf]\n basic_inf_line = '\\t'.join(basic_inf_list)\n attr_inf = dfline[8:]\n attr_inf_list = []\n for key, val in attr_inf.items():\n if val:\n attr_inf_list.append(f'{key} \"{val}\";')\n attr_inf_line = ' '.join(attr_inf_list)\n return f'{basic_inf_line}\\t{attr_inf_line}\\n'\n\n\ndef split_gtf(gtf, outdir, novel=False):\n gtf_df = gtfparse.read_gtf(gtf)\n if 'gene_type' in gtf_df.columns:\n gtf_df.loc[:, 'gene_biotype'] = gtf_df.gene_type\n gtf_df.drop('gene_type', axis=1, inplace=True)\n elif 'gene_biotype' in gtf_df.columns:\n pass\n else:\n gtf_df.loc[:, 'gene_biotype'] = 'protein_coding'\n\n type_label = 'gene_biotype'\n\n if novel:\n gtf_df.loc["}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unclosed '[' at line 48 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 48\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
ab617d4c442405b9219d3fa02f66e3a525d82e42
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import math class Q(object): def __init__(self,a,b=1): gcd=math.gcd(a,b) self.a=a//gcd self.b=b//gcd def __repr__(self): if self.b==1: return str(self.a) return f'{self.a}/{self.b}' def __add__(self,q): a=self.a b=self.b c=q.a d=q.b def __sub__(self,q): a=self.a b=self.b c=q.a d=q.b return Q(a*d-b*c,b*d) def __mul__(self,q): a=self.a b=self.b c=q.a d=q.b return Q(a*c,b*d) def __truediv__(self,q): a=self.a b=self.b c=q.a d=q.b return Q(a*d,b*c) q1=Q(1,2) q2=Q(1,3) print(q1/q2) Error: Logic Error / Incomplete Statement
|
Fixed Code: import math class Q(object): def __init__(self,a,b=1): gcd=math.gcd(a,b) self.a=a//gcd self.b=b//gcd def __repr__(self): if self.b==1: return str(self.a) return f'{self.a}/{self.b}' def __add__(self,q): a=self.a b=self.b c=q.a d=q.b return Q(a*d+b*c,b*d) Explanation: Add return statement to function
|
advanced
|
oop
|
error_fixing
|
Pythoncode:Python
| 6
| 1
| 761
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport math\r\n\r\nclass Q(object):\r\n def __init__(self,a,b=1):\r\n gcd=math.gcd(a,b)\r\n self.a=a//gcd\r\n self.b=b//gcd\r\n\r\n def __repr__(self):\r\n if self.b==1:\r\n return str(self.a)\r\n\r\n return f'{self.a}/{self.b}'\r\n\r\n def __add__(self,q):\r\n a=self.a\r\n b=self.b\r\n c=q.a\r\n d=q.b\r\n\r\n def __sub__(self,q):\r\n a=self.a\r\n b=self.b\r\n c=q.a\r\n d=q.b\r\n return Q(a*d-b*c,b*d)\r\n\r\n def __mul__(self,q):\r\n a=self.a\r\n b=self.b\r\n c=q.a\r\n d=q.b\r\n return Q(a*c,b*d)\r\n\r\n def __truediv__(self,q):\r\n a=self.a\r\n b=self.b\r\n c=q.a\r\n d=q.b\r\n return Q(a*d,b*c)\r\n\r\n\r\nq1=Q(1,2)\r\nq2=Q(1,3)\r\nprint(q1/q2)\n\n Error: Logic Error / Incomplete Statement"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport math\r\n\r\nclass Q(object):\r\n def __init__(self,a,b=1):\r\n gcd=math.gcd(a,b)\r\n self.a=a//gcd\r\n self.b=b//gcd\r\n\r\n def __repr__(self):\r\n if self.b==1:\r\n return str(self.a)\r\n\r\n return f'{self.a}/{self.b}'\r\n\r\n def __add__(self,q):\r\n a=self.a\r\n b=self.b\r\n c=q.a\r\n d=q.b\r\n return Q(a*d+b*c,b*d)\r\n\n Explanation: Add return statement to function"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
ab61967196abc0b2e677bfd1d2c054cef2f1f32b
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from __future__ import unicode_literals import glob import os from dbdiff.fixture import Fixture from .base import TestImportBase, FixtureDir from ..settings import DATA_DIR class TestImport(TestImportBase): """Load test.""" def test_single_city(self): """Load single city.""" fixture_dir = FixtureDir('import') self.import_data( fixture_dir, 'angouleme_country', 'angouleme_region', 'angouleme_subregion', 'angouleme_city', 'angouleme_translations' ) Fixture(fixture_dir.get_file_path('angouleme.json')).assertNoDiff() def test_single_city_zip(self): """Load single city.""" filelist = glob.glob(os.path.join(DATA_DIR, "angouleme_*.txt")) for f in filelist: os.remove(f) fixture_dir = FixtureDir('import_zip') self.import_data( fixture_dir, # Complete this line 'angouleme_region', 'angouleme_subregion', 'angouleme_city', 'angouleme_translations', file_type="zip" ) Fixture(FixtureDir('import').get_file_path('angouleme.json')).assertNoDiff() def test_city_wrong_timezone(self): """Load single city with wrong timezone.""" fixture_dir = FixtureDir('import') self.import_data( fixture_dir, 'angouleme_country', 'angouleme_region', 'angouleme_subregion', 'angouleme_city_wtz', 'angouleme_translations' ) Fixture(fixture_dir.get_file_path('angouleme_wtz.json')).assertNoDiff() from ..loading import get_cities_model city_model = get_cities_model('City') cities = city_model.objects.all() for city in cities: print(city.get_timezone_info().zone)
|
The missing line is: 'angouleme_country',
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 1
| 1,890
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom __future__ import unicode_literals\n\nimport glob\nimport os\n\nfrom dbdiff.fixture import Fixture\nfrom .base import TestImportBase, FixtureDir\nfrom ..settings import DATA_DIR\n\n\nclass TestImport(TestImportBase):\n \"\"\"Load test.\"\"\"\n\n def test_single_city(self):\n \"\"\"Load single city.\"\"\"\n fixture_dir = FixtureDir('import')\n self.import_data(\n fixture_dir,\n 'angouleme_country',\n 'angouleme_region',\n 'angouleme_subregion',\n 'angouleme_city',\n 'angouleme_translations'\n )\n Fixture(fixture_dir.get_file_path('angouleme.json')).assertNoDiff()\n\n def test_single_city_zip(self):\n \"\"\"Load single city.\"\"\"\n filelist = glob.glob(os.path.join(DATA_DIR, \"angouleme_*.txt\"))\n for f in filelist:\n os.remove(f)\n\n fixture_dir = FixtureDir('import_zip')\n self.import_data(\n fixture_dir,\n # Complete this line\n 'angouleme_region',\n 'angouleme_subregion',\n 'angouleme_city',\n 'angouleme_translations',\n file_type=\"zip\"\n )\n Fixture(FixtureDir('import').get_file_path('angouleme.json')).assertNoDiff()\n\n def test_city_wrong_timezone(self):\n \"\"\"Load single city with wrong timezone.\"\"\"\n fixture_dir = FixtureDir('import')\n self.import_data(\n fixture_dir,\n 'angouleme_country',\n 'angouleme_region',\n 'angouleme_subregion',\n 'angouleme_city_wtz',\n 'angouleme_translations'\n )\n Fixture(fixture_dir.get_file_path('angouleme_wtz.json')).assertNoDiff()\n\n from ..loading import get_cities_model\n city_model = get_cities_model('City')\n cities = city_model.objects.all()\n for city in cities:\n print(city.get_timezone_info().zone)"}, {"role": "assistant", "content": "The missing line is:\n 'angouleme_country',"}]
| false
| null | null | null |
ab6209870d287fc20132452f64da2ca39e9ab140
|
TheStack--python--000.parquet
|
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