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Fill in the in this Pythoncode:Python code: # ########################################################## # FlatCAM: 2D Post-processing for Manufacturing # # File Author: Marius Adrian Stanciu (c) # # Date: 8/17/2019 # # MIT Licence # # ########################################################## from tclCommands.TclCommand import * class TclCommandListSys(TclCommand): """ Tcl shell command to get the list of system variables example: list_sys """ # List of all command aliases, to be able use old names for backward compatibility (add_poly, add_polygon) aliases = ['list_sys', 'listsys'] description = '%s %s' % ("--", "Outputs in Tcl Shell the list with the names of system variables.") # Dictionary of types from Tcl command, needs to be ordered arg_names = collections.OrderedDict([ ('selection', str), ]) # Dictionary of types from Tcl command, needs to be ordered , this is for options like -optionname value option_types = collections.OrderedDict([ ]) # array of mandatory options for current Tcl command: required = {'name','outname'} required = [] # structured help for current command, args needs to be ordered help = { 'main': "Returns the list of the names of system variables.\n" # Complete this line "As an argument use first letter or first letters from the name " "of the system variable.\n" "In that case it will list only the system variables that starts with that string.\n" "Main categories start with: gerber or excellon or geometry or cncjob or global.\n" "Note: Use 'get_sys system variable' to get the value and 'set_sys system variable value' to set it.\n", 'args': collections.OrderedDict([ ]), 'examples': ['list_sys', 'list_sys ser', 'list_sys gerber', 'list_sys cncj'] } def execute(self, args, unnamed_args): """ :param args: :param unnamed_args: :return: """ if 'selection' in args: argument = args['selection'] return str([k for k in self.app.defaults.keys() if str(k).startswith(str(argument))]) else: ret_val = list(self.app.defaults.keys()) return str(ret_val) # return str([*self.app.defaults])
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The missing line is: "Without an argument it will list all the system parameters. "
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advanced
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ui
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fill_in_the_blank
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Pythoncode:Python
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# ##########################################################\n# FlatCAM: 2D Post-processing for Manufacturing #\n# File Author: Marius Adrian Stanciu (c) #\n# Date: 8/17/2019 #\n# MIT Licence #\n# ##########################################################\n\nfrom tclCommands.TclCommand import *\n\n\nclass TclCommandListSys(TclCommand):\n \"\"\"\n Tcl shell command to get the list of system variables\n\n example:\n list_sys\n \"\"\"\n\n # List of all command aliases, to be able use old names for backward compatibility (add_poly, add_polygon)\n aliases = ['list_sys', 'listsys']\n\n description = '%s %s' % (\"--\", \"Outputs in Tcl Shell the list with the names of system variables.\")\n\n # Dictionary of types from Tcl command, needs to be ordered\n arg_names = collections.OrderedDict([\n ('selection', str),\n ])\n\n # Dictionary of types from Tcl command, needs to be ordered , this is for options like -optionname value\n option_types = collections.OrderedDict([\n\n ])\n\n # array of mandatory options for current Tcl command: required = {'name','outname'}\n required = []\n\n # structured help for current command, args needs to be ordered\n help = {\n 'main': \"Returns the list of the names of system variables.\\n\"\n # Complete this line\n \"As an argument use first letter or first letters from the name \"\n \"of the system variable.\\n\"\n \"In that case it will list only the system variables that starts with that string.\\n\"\n \"Main categories start with: gerber or excellon or geometry or cncjob or global.\\n\"\n \"Note: Use 'get_sys system variable' to get the value and 'set_sys system variable value' to set it.\\n\",\n 'args': collections.OrderedDict([\n ]),\n 'examples': ['list_sys',\n 'list_sys ser',\n 'list_sys gerber',\n 'list_sys cncj']\n }\n\n def execute(self, args, unnamed_args):\n \"\"\"\n\n :param args:\n :param unnamed_args:\n :return:\n \"\"\"\n if 'selection' in args:\n argument = args['selection']\n return str([k for k in self.app.defaults.keys() if str(k).startswith(str(argument))])\n else:\n ret_val = list(self.app.defaults.keys())\n return str(ret_val)\n # return str([*self.app.defaults])"}, {"role": "assistant", "content": "The missing line is:\n \"Without an argument it will list all the system parameters. \""}]
| false
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d9e359c85a06bdc44937457ee401aaa8bebc7f50
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- """Class for the ogs COMPONENT_PROPERTIES file.""" from ogs5py.fileclasses.base import BlockFile class MCP(BlockFile): """ Class for the ogs COMPONENT_PROPERTIES file. Parameters ---------- task_root : str, optional Path to the destiny model folder. Default: cwd+"ogs5model" task_id : str, optional Name for the ogs task. Default: "model" Notes ----- Main-Keywords (#): - COMPONENT_PROPERTIES Sub-Keywords ($) per Main-Keyword: - COMPONENT_PROPERTIES - ACENTRIC_FACTOR - A_ZERO - BUBBLE_VELOCITY - CRITICAL_PRESSURE - CRITICAL_TEMPERATURE - DECAY - DIFFUSION - FLUID_ID - FLUID_PHASE - FORMULA - ISOTHERM - MAXIMUM_AQUEOUS_SOLUBILITY - MINERAL_DENSITY - MOBILE - MOLAR_DENSITY - MOLAR_VOLUME - MOLAR_WEIGHT - MOL_MASS - NAME - OutputMassOfComponentInModel - TRANSPORT_PHASE - VALENCE - VOLUME_DIFFUSION Standard block: None Keyword documentation: https://ogs5-keywords.netlify.com/ogs/wiki/public/doc-auto/by_ext/mcp Reading routines: https://github.com/ufz/ogs5/blob/master/FEM/rfmat_cp.cpp#L269 See Also -------- add_block """ MKEYS = ["COMPONENT_PROPERTIES"] # sorted SKEYS = [ [ "NAME", "FORMULA", "MOBILE", "TRANSPORT_PHASE", "FLUID_PHASE", "MOL_MASS", "CRITICAL_PRESSURE", "CRITICAL_TEMPERATURE", "ACENTRIC_FACTOR", "FLUID_ID", "MOLAR_VOLUME", "VOLUME_DIFFUSION", "MINERAL_DENSITY", "DIFFUSION", "DECAY", "ISOTHERM", "BUBBLE_VELOCITY", "MOLAR_DENSITY", "MOLAR_WEIGHT", "MAXIMUM_AQUEOUS_SOLUBILITY", "OutputMassOfComponentInModel", "VALENCE", "A_ZERO", "CRITICAL_VOLUME", # really? "CRITICAL_DENSITY", # really? "COMP_CAPACITY", # really? "COMP_CONDUCTIVITY", # really? "SOLUTE", # really? "MOLECULAR_WEIGHT", # really? ] ] STD = {} def __init__(self, **OGS_Config):
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Unterminated string literal at line 7 • Block at line 103 has no body - expected indented block • IndentationError at line 103 Fix: Complete the function '__init__' body and add missing return
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advanced
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api
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error_detection
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Pythoncode:Python
| 1
| 1
| 2,621
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n\"\"\"Class for the ogs COMPONENT_PROPERTIES file.\"\"\"\r\nfrom ogs5py.fileclasses.base import BlockFile\r\n\r\n\r\nclass MCP(BlockFile):\r\n \"\"\"\r\n Class for the ogs COMPONENT_PROPERTIES file.\r\n\r\n Parameters\r\n ----------\r\n task_root : str, optional\r\n Path to the destiny model folder.\r\n Default: cwd+\"ogs5model\"\r\n task_id : str, optional\r\n Name for the ogs task.\r\n Default: \"model\"\r\n\r\n Notes\r\n -----\r\n Main-Keywords (#):\r\n - COMPONENT_PROPERTIES\r\n\r\n Sub-Keywords ($) per Main-Keyword:\r\n - COMPONENT_PROPERTIES\r\n\r\n - ACENTRIC_FACTOR\r\n - A_ZERO\r\n - BUBBLE_VELOCITY\r\n - CRITICAL_PRESSURE\r\n - CRITICAL_TEMPERATURE\r\n - DECAY\r\n - DIFFUSION\r\n - FLUID_ID\r\n - FLUID_PHASE\r\n - FORMULA\r\n - ISOTHERM\r\n - MAXIMUM_AQUEOUS_SOLUBILITY\r\n - MINERAL_DENSITY\r\n - MOBILE\r\n - MOLAR_DENSITY\r\n - MOLAR_VOLUME\r\n - MOLAR_WEIGHT\r\n - MOL_MASS\r\n - NAME\r\n - OutputMassOfComponentInModel\r\n - TRANSPORT_PHASE\r\n - VALENCE\r\n - VOLUME_DIFFUSION\r\n\r\n Standard block:\r\n None\r\n\r\n Keyword documentation:\r\n https://ogs5-keywords.netlify.com/ogs/wiki/public/doc-auto/by_ext/mcp\r\n\r\n Reading routines:\r\n https://github.com/ufz/ogs5/blob/master/FEM/rfmat_cp.cpp#L269\r\n\r\n See Also\r\n --------\r\n add_block\r\n \"\"\"\r\n\r\n MKEYS = [\"COMPONENT_PROPERTIES\"]\r\n # sorted\r\n SKEYS = [\r\n [\r\n \"NAME\",\r\n \"FORMULA\",\r\n \"MOBILE\",\r\n \"TRANSPORT_PHASE\",\r\n \"FLUID_PHASE\",\r\n \"MOL_MASS\",\r\n \"CRITICAL_PRESSURE\",\r\n \"CRITICAL_TEMPERATURE\",\r\n \"ACENTRIC_FACTOR\",\r\n \"FLUID_ID\",\r\n \"MOLAR_VOLUME\",\r\n \"VOLUME_DIFFUSION\",\r\n \"MINERAL_DENSITY\",\r\n \"DIFFUSION\",\r\n \"DECAY\",\r\n \"ISOTHERM\",\r\n \"BUBBLE_VELOCITY\",\r\n \"MOLAR_DENSITY\",\r\n \"MOLAR_WEIGHT\",\r\n \"MAXIMUM_AQUEOUS_SOLUBILITY\",\r\n \"OutputMassOfComponentInModel\",\r\n \"VALENCE\",\r\n \"A_ZERO\",\r\n \"CRITICAL_VOLUME\", # really?\r\n \"CRITICAL_DENSITY\", # really?\r\n \"COMP_CAPACITY\", # really?\r\n \"COMP_CONDUCTIVITY\", # really?\r\n \"SOLUTE\", # really?\r\n \"MOLECULAR_WEIGHT\", # really?\r\n ]\r\n ]\r\n\r\n STD = {}\r\n\r\n def __init__(self, **OGS_Config):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Unterminated string literal at line 7\n \u2022 Block at line 103 has no body - expected indented block\n \u2022 IndentationError at line 103\n\n Fix: Complete the function '__init__' body and add missing return"}]
| true
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syntax
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MID_FUNCTION
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HIGH
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d9e3f1d0e6ad9650ceb745dc1536525917eaef63
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. import datetime import random import uuid import freezegun import http.client from testtools import matchers from keystone.common import provider_api import keystone.conf from keystone import exception from keystone.resource.backends import base as resource_base from keystone.tests import unit from keystone.tests.unit import test_v3 class SystemRoleAssignmentMixin(object): def _create_new_role(self): """Create a role available for use anywhere and return the ID.""" ref = unit.new_role_ref() response = self.post('/roles', body={'role': ref}) # We only really need the role ID, so omit the rest of the response a
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 29 has no indented body Fix: Complete the truncated code structure
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advanced
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testing
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error_detection
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Pythoncode:Python
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| 2
| 1,203
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nimport datetime\nimport random\nimport uuid\n\nimport freezegun\nimport http.client\nfrom testtools import matchers\n\nfrom keystone.common import provider_api\nimport keystone.conf\nfrom keystone import exception\nfrom keystone.resource.backends import base as resource_base\nfrom keystone.tests import unit\nfrom keystone.tests.unit import test_v3\n\n\nclass SystemRoleAssignmentMixin(object):\n\n def _create_new_role(self):\n \"\"\"Create a role available for use anywhere and return the ID.\"\"\"\n ref = unit.new_role_ref()\n response = self.post('/roles', body={'role': ref})\n # We only really need the role ID, so omit the rest of the response a"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 29 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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d9e4389915d24f650fdb65abd21f0125dba8ab5c
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: # # PySNMP MIB module XXX-MIB (http://snmplabs.com/pysmi) # ASN.1 source file:///Users/davwang4/Dev/mibs.snmplabs.com/asn1/XXX-MIB # Produced by pysmi-0.3.4 at Wed May 1 15:44:42 2019 # On host DAVWANG4-M-1475 platform Darwin version 18.5.0 by user davwang4 # Using Python version 3.7.3 (default, Mar 27 2019, 09:23:15) #
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This code demonstrates Pythoncode:Python programming.
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intermediate
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api
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code_explanation
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Pythoncode:Python
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#\n# PySNMP MIB module XXX-MIB (http://snmplabs.com/pysmi)\n# ASN.1 source file:///Users/davwang4/Dev/mibs.snmplabs.com/asn1/XXX-MIB\n# Produced by pysmi-0.3.4 at Wed May 1 15:44:42 2019\n# On host DAVWANG4-M-1475 platform Darwin version 18.5.0 by user davwang4\n# Using Python version 3.7.3 (default, Mar 27 2019, 09:23:15) \n#"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d9e48585d735333916bf5e8b10a68c72e4541093
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: from setuptools import setup # create __version__ exec(open('./_version.py').read()) setup( name="notedown", version=__version__, description="Convert markdown to IPython notebook.", author="Aaron O'Leary",
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 10 • Unclosed '(' at line 6 - expected ')' • SyntaxError: '(' was never closed at line 6 Fix: Complete the truncated code structure
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intermediate
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api
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error_detection
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Pythoncode:Python
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| 224
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom setuptools import setup\n\n# create __version__\nexec(open('./_version.py').read())\n\nsetup(\n name=\"notedown\",\n version=__version__,\n description=\"Convert markdown to IPython notebook.\",\n author=\"Aaron O'Leary\","}, {"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 10\n \u2022 Unclosed '(' at line 6 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 6\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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d9e551f94d290cc9b470d1fddfc0e91666dab7ba
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: # This is a reusable webcraawler architecture that can be adapted to scrape any webstie. # RESULTS: # Roughly 24 seconds per thousand courses scraped for ThreadPoolExecutor vs 63s for unthreaded script. # This is a very basic implementation of multithreading in order to show the proof of concept, but is a good base to build off of. import requests from bs4 import BeautifulSoup import csv from concurrent.futures import ProcessPoolExecutor, as_completed, ThreadPoolExecutor import time import logging from mitopencourseware_crawler_worker import mit_crawler def courses_spider(max_pages): data_to_csv = [] #holds all data to send to csv print("Webcrawler workers have started, please wait while we finish crawling...") # remove max pages loop (unecessary) page = 1 while page <= max_pages: url = 'https://ocw.mit.edu/courses/' source_code = requests.get(url) plain_text = source_code.text soup = BeautifulSoup(plain_text, 'html.parser') # Multithread only the work: # Tuning is required to find the most efficient amount of workers in the thread pool. with ThreadPoolExecutor(max_workers=30) as executor: start = time.time() futures = [ executor.submit(work, link) for link in soup.findAll('h4', {'class': 'course_title'}, limit=100) ] data_to_csv = [] for result in as_completed(futures): data_to_csv.append(result.result()) end = time.time() print("Time Taken to complete: {:.6f}s".format(end-start)) print("Courses extracted: ", len(data_to_csv)) page += 1 export_to_csv(data_to_csv) def work(link): Error: SyntaxError / EOF
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Fixed Code: # This is a reusable webcraawler architecture that can be adapted to scrape any webstie. # RESULTS: # Roughly 24 seconds per thousand courses scraped for ThreadPoolExecutor vs 63s for unthreaded script. # This is a very basic implementation of multithreading in order to show the proof of concept, but is a good base to build off of. import requests from bs4 import BeautifulSoup import csv from concurrent.futures import ProcessPoolExecutor, as_completed, ThreadPoolExecutor import time import logging from mitopencourseware_crawler_worker import mit_crawler def courses_spider(max_pages): data_to_csv = [] #holds all data to send to csv print("Webcrawler workers have started, please wait while we finish crawling...") # remove max pages loop (unecessary) Explanation: Complete the truncated code structure
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intermediate
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api
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error_fixing
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Pythoncode:Python
| 3
| 0
| 1,699
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# This is a reusable webcraawler architecture that can be adapted to scrape any webstie.\n\n# RESULTS:\n# Roughly 24 seconds per thousand courses scraped for ThreadPoolExecutor vs 63s for unthreaded script.\n# This is a very basic implementation of multithreading in order to show the proof of concept, but is a good base to build off of.\n\nimport requests\nfrom bs4 import BeautifulSoup\nimport csv\nfrom concurrent.futures import ProcessPoolExecutor, as_completed, ThreadPoolExecutor\nimport time\nimport logging\nfrom mitopencourseware_crawler_worker import mit_crawler\n\n\ndef courses_spider(max_pages):\n data_to_csv = [] #holds all data to send to csv\n print(\"Webcrawler workers have started, please wait while we finish crawling...\") \n\n # remove max pages loop (unecessary)\n page = 1\n while page <= max_pages:\n url = 'https://ocw.mit.edu/courses/'\n source_code = requests.get(url)\n plain_text = source_code.text\n soup = BeautifulSoup(plain_text, 'html.parser')\n # Multithread only the work:\n # Tuning is required to find the most efficient amount of workers in the thread pool.\n with ThreadPoolExecutor(max_workers=30) as executor:\n start = time.time()\n futures = [ executor.submit(work, link) for link in soup.findAll('h4', {'class': 'course_title'}, limit=100) ]\n data_to_csv = []\n for result in as_completed(futures):\n data_to_csv.append(result.result())\n end = time.time()\n print(\"Time Taken to complete: {:.6f}s\".format(end-start))\n print(\"Courses extracted: \", len(data_to_csv))\n page += 1\n export_to_csv(data_to_csv)\n\ndef work(link):\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# This is a reusable webcraawler architecture that can be adapted to scrape any webstie.\n\n# RESULTS:\n# Roughly 24 seconds per thousand courses scraped for ThreadPoolExecutor vs 63s for unthreaded script.\n# This is a very basic implementation of multithreading in order to show the proof of concept, but is a good base to build off of.\n\nimport requests\nfrom bs4 import BeautifulSoup\nimport csv\nfrom concurrent.futures import ProcessPoolExecutor, as_completed, ThreadPoolExecutor\nimport time\nimport logging\nfrom mitopencourseware_crawler_worker import mit_crawler\n\n\ndef courses_spider(max_pages):\n data_to_csv = [] #holds all data to send to csv\n print(\"Webcrawler workers have started, please wait while we finish crawling...\") \n\n # remove max pages loop (unecessary)\n\n Explanation: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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d9e5c18f6a37dd4a96dd21f7ddefb31b197848dd
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: from typing import List, Optional, NewType, Tuple, NamedTuple, Type import attr from jinja2 import Template as JinjaTemplate, StrictUndefined from genyrator.entities.Entity import Entity from genyrator.path import create_relative_path class Template(object): template_name: str = attr.ib() template_file_name: str = attr.ib() template_file_path: List[str] = attr.ib() relative_path: List[str] = attr.ib() out_path: Optional[OutPath] = attr.ib() def create_template(self): path = create_relative_path( [*self.template_file_path, self.template_file_name] ) with open(path) as f: template = JinjaTemplate(f.read(), undefined=StrictUndefined) return template def render(self): return self.create_template().render(template=self) def create_template( constructor, template_path: Optional[List[str]] = None, out_path: Optional[OutPath] = None, **kwargs, ) -> Template: relative_path = template_path[0:-1] path = ['genyrator', 'templates'] + relative_path template_name = template_path[-1] return constructor( template_name=template_name, template_file_name='{}.j2'.format(template_name), template_file_path=path, out_path=out_path, relative_path=relative_path, **kwargs, ) @attr.s class RootInit(Template): db_import_path: str = attr.ib() module_name: str = attr.ib() @attr.s class RootSchema(Template): module_name: str = attr.ib() entities: List[Entity] = attr.ib() @attr.s class ConvertDict(Template): m
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
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advanced
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api
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error_detection
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Pythoncode:Python
| 3
| 12
| 1,708
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom typing import List, Optional, NewType, Tuple, NamedTuple, Type\nimport attr\nfrom jinja2 import Template as JinjaTemplate, StrictUndefined\n\nfrom genyrator.entities.Entity import Entity\nfrom genyrator.path import create_relative_path\n\nclass Template(object):\n template_name: str = attr.ib()\n template_file_name: str = attr.ib()\n template_file_path: List[str] = attr.ib()\n relative_path: List[str] = attr.ib()\n out_path: Optional[OutPath] = attr.ib()\n\n def create_template(self):\n path = create_relative_path(\n [*self.template_file_path, self.template_file_name]\n )\n with open(path) as f:\n template = JinjaTemplate(f.read(), undefined=StrictUndefined)\n return template\n\n def render(self):\n return self.create_template().render(template=self)\n\n\ndef create_template(\n constructor,\n template_path: Optional[List[str]] = None,\n out_path: Optional[OutPath] = None,\n **kwargs,\n) -> Template:\n relative_path = template_path[0:-1]\n path = ['genyrator', 'templates'] + relative_path\n template_name = template_path[-1]\n return constructor(\n template_name=template_name,\n template_file_name='{}.j2'.format(template_name),\n template_file_path=path,\n out_path=out_path,\n relative_path=relative_path,\n **kwargs,\n )\n\n\n@attr.s\nclass RootInit(Template):\n db_import_path: str = attr.ib()\n module_name: str = attr.ib()\n\n\n@attr.s\nclass RootSchema(Template):\n module_name: str = attr.ib()\n entities: List[Entity] = attr.ib()\n\n\n@attr.s\nclass ConvertDict(Template):\n m"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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d9e62b20786a73ca86ccde01bde160623cc32657
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # uncompyle6 version 3.3.5 # Python bytecode 2.7 (62211) # Decompiled from: Python 3.7.3 (default, Apr 24 2019, 15:29:51) [MSC v.1915 64 bit (AMD64)] # Embedded file name: c:\Jenkins\live\output\win_64_static\Release\python-bundle\MIDI Remote Scripts\Push2\mode_collector.py # Compiled at: 2018-11-30 15:48:11 from __future__ import absolute_import, print_function, unicode_literals from ableton.v2.base import listenable_property, listens, EventObject class ModeCollector(EventObject): def __init__(self, main_modes=None, mix_modes=None, global_mix_modes=None, device_modes=None, *a, **k): super(ModeCollector, self).__init__(*a, **k) self._main_modes = main_modes self._mix_modes = mix_modes self._global_mix_modes = global_mix_modes self._device_modes = device_modes self._on_selected_main_mode_changed.subject = main_modes self._on_selected_mix_mode_changed.subject = mix_mode self._on_selected_global_mix_mode_changed.subject = global_mix_modes self._on_selected_device_mode_changed.subject = device_modes @listenable_property def main_mode(self): return self._main_modes.selected_mode @listens(b'selected_mode') def _on_selected_main_mode_changed(self, mode): self.notify_main_mode() @listenable_property def mix_mode(self): return self._mix_modes.selected_mode @listens(b'selected_mode') def _on_selected_mix_mode_changed(self, mode): self.notify_mix_mode() @listenable_property def global_mix_mode(self): return self._global_mix_modes.selected_mode @listens(b'selected_mode') def _on_selected_global_mix_mode_changed(self, mode): self.notify_global_mix_mode() @listenable_property def device_mode(self): return self._device_modes.selected_mode @listens(b'selected_mode') def _on_selected_device_mode_changed(self, mode): self.notify_device_mode()
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Syntax Analysis: Syntax Errors Found: • Block at line 9 has no indented body • IndentationError at line 19 Fixes: • Fix indentation to match Python syntax rules
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advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 9
| 1
| 1,960
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# uncompyle6 version 3.3.5\n# Python bytecode 2.7 (62211)\n# Decompiled from: Python 3.7.3 (default, Apr 24 2019, 15:29:51) [MSC v.1915 64 bit (AMD64)]\n# Embedded file name: c:\\Jenkins\\live\\output\\win_64_static\\Release\\python-bundle\\MIDI Remote Scripts\\Push2\\mode_collector.py\n# Compiled at: 2018-11-30 15:48:11\nfrom __future__ import absolute_import, print_function, unicode_literals\nfrom ableton.v2.base import listenable_property, listens, EventObject\n\nclass ModeCollector(EventObject):\n\n def __init__(self, main_modes=None, mix_modes=None, global_mix_modes=None, device_modes=None, *a, **k):\n super(ModeCollector, self).__init__(*a, **k)\n self._main_modes = main_modes\n self._mix_modes = mix_modes\n self._global_mix_modes = global_mix_modes\n self._device_modes = device_modes\n self._on_selected_main_mode_changed.subject = main_modes\nself._on_selected_mix_mode_changed.subject = mix_mode\n self._on_selected_global_mix_mode_changed.subject = global_mix_modes\n self._on_selected_device_mode_changed.subject = device_modes\n\n @listenable_property\n def main_mode(self):\n return self._main_modes.selected_mode\n\n @listens(b'selected_mode')\n def _on_selected_main_mode_changed(self, mode):\n self.notify_main_mode()\n\n @listenable_property\n def mix_mode(self):\n return self._mix_modes.selected_mode\n\n @listens(b'selected_mode')\n def _on_selected_mix_mode_changed(self, mode):\n self.notify_mix_mode()\n\n @listenable_property\n def global_mix_mode(self):\n return self._global_mix_modes.selected_mode\n\n @listens(b'selected_mode')\n def _on_selected_global_mix_mode_changed(self, mode):\n self.notify_global_mix_mode()\n\n @listenable_property\n def device_mode(self):\n return self._device_modes.selected_mode\n\n @listens(b'selected_mode')\n def _on_selected_device_mode_changed(self, mode):\n self.notify_device_mode()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Block at line 9 has no indented body\n \u2022 IndentationError at line 19\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
d9e78859b4482aaef1db18210493138799d91b2f
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from gensim import corpora, models, similarities, matutils,utils from gensim.models import KeyedVectors import numpy as np #Word2vec Experiment testString = ['PAST_MEDICAL_HISTORY','PAST_SURGICAL_HISTORY','PHYSICAL_EXAMINATION'] ''' word_vectors = KeyedVectors.load_word2vec_format('~/Downloads/GoogleNews-vectors-negative300.bin', binary=True) #model.save("file.txt") print word_vectors.most_similar(positive=['woman', 'king'], negative=['man']) print "******************************************************" print word_vectors.similarity('woman', 'man') #print word_vectors.most_similar(positive=['san_francisco']) print word_vectors.most_similar(positive=['SURGICAL']) #word_vectors.similarity(testString[0],testString[1]) ''' a=[1,4,3,6,3,6] print a[:-1] #print zip(a[:-1],a[1:]) print np.random.randn(3, 2)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 817
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom gensim import corpora, models, similarities, matutils,utils\nfrom gensim.models import KeyedVectors\nimport numpy as np\n\n#Word2vec Experiment\ntestString = ['PAST_MEDICAL_HISTORY','PAST_SURGICAL_HISTORY','PHYSICAL_EXAMINATION']\n'''\nword_vectors = KeyedVectors.load_word2vec_format('~/Downloads/GoogleNews-vectors-negative300.bin', binary=True)\n#model.save(\"file.txt\")\nprint word_vectors.most_similar(positive=['woman', 'king'], negative=['man'])\nprint \"******************************************************\"\nprint word_vectors.similarity('woman', 'man')\n#print word_vectors.most_similar(positive=['san_francisco'])\nprint word_vectors.most_similar(positive=['SURGICAL'])\n\n#word_vectors.similarity(testString[0],testString[1])\n\n'''\na=[1,4,3,6,3,6]\nprint a[:-1]\n#print zip(a[:-1],a[1:])\nprint np.random.randn(3, 2)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d9e7a46d631c672aae25d04f18b75876427b787e
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from base64 import decodestring as b64decode
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 45
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom base64 import decodestring as b64decode"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d9e8867f9d8fa5dbea3f62a0b298eac5f535d37a
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #!/usr/bin/env python # coding: utf-8 # In[1]: import pandas as pd import re # In[2]: def get_excel_dict(excelfile, key=None, index_col=0, header=0): dataframe = pd.read_excel(excelfile, index_col=index_col, header=header) dictionary = dataframe.to_dict() if key == None: return dictionary else: return dictionary[key] # In[3]: def textreader(text): '''Opens textfile and returns the content as a string''' with open(text, 'rt', encoding="utf8") as wiki: txtstring = wiki.read() return txtstring # In[44]: def replace_from_dict(text, dictionary): '''Replaces words in text with new words in dictionary''' for word in dictionary: text = text.replace(word, dictionary[word]) return text # In[172]: def get_ref(text): ''' Finds references between the <ref>- and </ref>-tags and returns them as a list of strings ''' ref = re.findall("\<ref.+?\<\/ref\>", text) return ref # In[171]: def getrefurl(ref): '''Finds the reference url in references and returns it as a string''' url = re.search("http.+?(?=\s|\|title=|\|titel|\}\})", ref) url = url.group() return url # In[30]: def get_domain_name(url): ''' Finds the domain name of the reference url and returns that name as a string. ''' domain_name = re.search('(?<=\/\/).+?(?=\/)', url) domain_name = domain_name.group() if domain_name.startswith('www.'): domain_name = domain_name.replace('www.', '') return domain_name # In[32]: def update_ref_dict(ref, ref_dict, ref_counts): refurl = getrefurl(ref) domain_name = get_domain_name(refurl) if refurl not in ref_dict: if domain_name not in ref_counts: ref_counts.update({domain_name:1}) refname = domain_name + '.' + str(ref_counts[domain_name]) else: ref_counts[domain_name] = ref_counts[domain_name] + 1 refname = domain_name + '.' + str(ref_counts[domain_name]) ref_dict.update({refurl:{'refs': [ref], 'refname': refname, 'refurl': refurl}}) else: if ref not in ref_dict[refurl]['refs']: ref_dict[refurl]['refs'].append(ref) return ref_dict, ref_counts # In[36]: def create_ref_dict(refs): ''' Takes a list of references, extracts the reference url and name, and returns a dictionary sorted on the referenceurl as key. ''' ref_dict = {} ref_counts = {} for ref in refs: ref_dict, ref_counts = update_ref_dict(ref, ref_dict, ref_counts) return ref_dict # In[79]: ... [9 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_COMPARISON Issue: Using == instead of is for None Severity: LOW Location: Line 17 Buggy code: if key == None: Should be: if key is None: Explanation: Non-pythonic comparison - works but not idiomatic Fix: Use "is/is not" for None, avoid explicit True comparison
|
advanced
|
api
|
logical_errors
|
Pythoncode:Python
| 8
| 0
| 2,675
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#!/usr/bin/env python\n# coding: utf-8\n\n# In[1]:\n\n\nimport pandas as pd\nimport re\n\n\n# In[2]:\n\n\ndef get_excel_dict(excelfile, key=None, index_col=0, header=0):\n dataframe = pd.read_excel(excelfile, index_col=index_col, header=header)\n dictionary = dataframe.to_dict()\n if key == None:\n return dictionary\n else:\n return dictionary[key]\n \n \n\n\n# In[3]:\n\n\ndef textreader(text):\n '''Opens textfile and returns the content as a string'''\n with open(text, 'rt', encoding=\"utf8\") as wiki:\n txtstring = wiki.read()\n return txtstring\n\n\n# In[44]:\n\n\ndef replace_from_dict(text, dictionary):\n '''Replaces words in text with new words in dictionary'''\n for word in dictionary:\n text = text.replace(word, dictionary[word])\n return text\n\n\n# In[172]:\n\n\ndef get_ref(text):\n '''\n Finds references between the <ref>- and </ref>-tags \n and returns them as a list of strings\n '''\n ref = re.findall(\"\\<ref.+?\\<\\/ref\\>\", text)\n return ref\n\n\n# In[171]:\n\n\ndef getrefurl(ref):\n '''Finds the reference url in references and returns it as a string'''\n url = re.search(\"http.+?(?=\\s|\\|title=|\\|titel|\\}\\})\", ref)\n url = url.group()\n return url\n\n\n# In[30]:\n\n\ndef get_domain_name(url):\n '''\n Finds the domain name of the reference url and \n returns that name as a string.\n '''\n domain_name = re.search('(?<=\\/\\/).+?(?=\\/)', url)\n domain_name = domain_name.group()\n if domain_name.startswith('www.'):\n domain_name = domain_name.replace('www.', '')\n return domain_name\n\n\n# In[32]:\n\n\ndef update_ref_dict(ref, ref_dict, ref_counts):\n refurl = getrefurl(ref)\n domain_name = get_domain_name(refurl)\n if refurl not in ref_dict:\n if domain_name not in ref_counts: \n ref_counts.update({domain_name:1})\n refname = domain_name + '.' + str(ref_counts[domain_name])\n else:\n ref_counts[domain_name] = ref_counts[domain_name] + 1\n refname = domain_name + '.' + str(ref_counts[domain_name])\n ref_dict.update({refurl:{'refs': [ref], 'refname': refname, 'refurl': refurl}})\n else:\n if ref not in ref_dict[refurl]['refs']:\n ref_dict[refurl]['refs'].append(ref)\n return ref_dict, ref_counts\n\n\n# In[36]:\n\n\ndef create_ref_dict(refs):\n '''\n Takes a list of references, extracts the reference url and name, \n and returns a dictionary sorted on the referenceurl as key.\n '''\n ref_dict = {}\n ref_counts = {}\n for ref in refs:\n ref_dict, ref_counts = update_ref_dict(ref, ref_dict, ref_counts)\n return ref_dict\n \n\n\n# In[79]:\n\n\n\n ... [9 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Issue: Using == instead of is for None\n Severity: LOW\n\n Location: Line 17\n\n Buggy code:\n if key == None:\n\n Should be:\n if key is None:\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
|
d9ea76a8227b5405cef7b2e6991bcba1911971f4
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import logging import json from dataclasses import dataclass from redis import Redis from typing import Iterable, Tuple, List, Iterator, Union, Dict from typing_extensions import TypedDict from backend import settings from caching.scripts import RedisScriptsPool from share.metaclasses import Singleton from radar.models import AlienBody from radar.validation import validate_body_str_profile class BodyObject: key: str matrix: List[List[str]] width: int height: int @staticmethod def generate(key: str, body: str) -> 'BodyObject': line_list = body.splitlines() matrix = [list(line) for line in line_list] return BodyObject(key=key, matrix=matrix, width=len(matrix[0]), height=len(matrix)) class BodyObjectsPool(metaclass=Singleton): """ An object for getting BodyObject instances from database or cache """ body_key_prefix = 'body:' body_lookup_pattern = body_key_prefix + '*' body_expiration = 10 # in seconds def __init__(self, num_of_default_bodies=3): self.num_of_default_bodies = num_of_default_bodies self.__default_bodies: Tuple[BodyObject, ...] = \ self._generate_defaults(num_of_default_bodies) self._redis = Redis(host=settings.REDIS_HOSTNAME) self._scripts = RedisScriptsPool() def add_body(self, body: Union[str, bytes], body_id: str) -> None: """Cache the requested body string in Redis db""" validate_body_str_profile(body) key = self.make_body_key(body_id) self._redis.set(key, body, self.body_expiration) def ping_body(self, body_id: str): """Reset expiration time of a body""" key = self.make_body_key(body_id) self._redis.expire(key, self.body_expiration) def update_bodies(self, known_bodies_keys: Iterable[str], max_capacity: int) -> BodiesUpdate: """ Give update on state of body objects' records in Redis db :param known_bodies_keys: redis keys of already known bodies :param max_capacity: maximum relevant for requester number of bodies including already known ones """ return json.loads( self._scripts.update_records(keys=known_bodies_keys, args=[max_capacity, self.body_lookup_pattern]) ) def make_body_key(self, body_id: str): return self.body_key_prefix + body_id @property def first(self): return self._get_default(0) @property def second(self): return self._get_default(1) @property def third(self): return self._get_default(2) def _get_default(self, index) -> BodyObject: return self.__default_bodies[index] @staticmethod ... [1 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 31 IndentationError at line 90 ⚠️ Warnings: Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 22 💡 Suggestions: Complete the expression on the last line Add closing quote at line 31 Fix indentation to match Python syntax rules
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advanced
|
api
|
debugging
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Pythoncode:Python
| 10
| 2
| 2,896
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport logging\nimport json\nfrom dataclasses import dataclass\nfrom redis import Redis\nfrom typing import Iterable, Tuple, List, Iterator, Union, Dict\nfrom typing_extensions import TypedDict\n\nfrom backend import settings\nfrom caching.scripts import RedisScriptsPool\nfrom share.metaclasses import Singleton\nfrom radar.models import AlienBody\nfrom radar.validation import validate_body_str_profile\n\n\nclass BodyObject:\n key: str\n matrix: List[List[str]]\n width: int\n height: int\n\n @staticmethod\n def generate(key: str, body: str) -> 'BodyObject':\n line_list = body.splitlines()\n matrix = [list(line) for line in line_list]\n\n return BodyObject(key=key, matrix=matrix,\n width=len(matrix[0]), height=len(matrix))\n\n\nclass BodyObjectsPool(metaclass=Singleton):\n \"\"\"\n An object for getting BodyObject instances from database or cache\n \"\"\"\n body_key_prefix = 'body:'\n body_lookup_pattern = body_key_prefix + '*'\n body_expiration = 10 # in seconds\n\n def __init__(self, num_of_default_bodies=3):\n self.num_of_default_bodies = num_of_default_bodies\n self.__default_bodies: Tuple[BodyObject, ...] = \\\n self._generate_defaults(num_of_default_bodies)\n self._redis = Redis(host=settings.REDIS_HOSTNAME)\n self._scripts = RedisScriptsPool()\n\n def add_body(self, body: Union[str, bytes], body_id: str) -> None:\n \"\"\"Cache the requested body string in Redis db\"\"\"\n validate_body_str_profile(body)\n key = self.make_body_key(body_id)\n self._redis.set(key, body, self.body_expiration)\n\n def ping_body(self, body_id: str):\n \"\"\"Reset expiration time of a body\"\"\"\n key = self.make_body_key(body_id)\n self._redis.expire(key, self.body_expiration)\n\n def update_bodies(self, known_bodies_keys: Iterable[str],\n max_capacity: int) -> BodiesUpdate:\n \"\"\"\n Give update on state of body objects' records in Redis db\n :param known_bodies_keys: redis keys of already known bodies\n :param max_capacity: maximum relevant for requester number of bodies\n including already known ones\n \"\"\"\n return json.loads(\n self._scripts.update_records(keys=known_bodies_keys,\n args=[max_capacity,\n self.body_lookup_pattern])\n )\n\n def make_body_key(self, body_id: str):\n return self.body_key_prefix + body_id\n\n @property\n def first(self):\n return self._get_default(0)\n\n @property\n def second(self):\n return self._get_default(1)\n\n @property\n def third(self):\n return self._get_default(2)\n\n def _get_default(self, index) -> BodyObject:\n return self.__default_bodies[index]\n\n @staticmethod\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 31\n IndentationError at line 90\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 22\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 31\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
d9ea7ffbac1c307ae6a48a478a94b12a44b81de1
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # coding: utf-8 from cms.plugin_base import CMSPluginBase from cms.plugin_pool import plugin_pool from django import forms from django.utils.translation import ugettext_lazy as _ from djangocms_baseplugins.baseplugin import defaults from djangocms_baseplugins.baseplugin.cms_plugins import BasePluginMixin from djangocms_baseplugins.baseplugin.utils import get_fields_from_fieldsets, get_baseplugin_widgets from . import conf from .models import Spacer class SpacerPluginForm(forms.ModelForm): class Meta: model = Spacer fields = get_fields_from_fieldsets(conf.FIELDSETS) # exclude = [] widgets = get_baseplugin_widgets(conf) class SpacerPlugin(BasePluginMixin, CMSPluginBase): model = Spacer form = SpacerPluginForm module = defaults.SPECIAL_LABEL name = _(u'Spacer') render_template = "djangocms_baseplugins/spacer.html" fieldsets = conf.FIELDSETS
|
Syntax Analysis: Fixes: • Add docstring to class 'SpacerPluginForm' • Add docstring to class 'SpacerPlugin' • Add docstring to class 'Meta'
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 0
| 3
| 915
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# coding: utf-8\nfrom cms.plugin_base import CMSPluginBase\nfrom cms.plugin_pool import plugin_pool\nfrom django import forms\nfrom django.utils.translation import ugettext_lazy as _\n\nfrom djangocms_baseplugins.baseplugin import defaults\nfrom djangocms_baseplugins.baseplugin.cms_plugins import BasePluginMixin\nfrom djangocms_baseplugins.baseplugin.utils import get_fields_from_fieldsets, get_baseplugin_widgets\nfrom . import conf\nfrom .models import Spacer\n\n\nclass SpacerPluginForm(forms.ModelForm):\n class Meta:\n model = Spacer\n fields = get_fields_from_fieldsets(conf.FIELDSETS)\n # exclude = []\n widgets = get_baseplugin_widgets(conf)\n\n\nclass SpacerPlugin(BasePluginMixin, CMSPluginBase):\n model = Spacer\n form = SpacerPluginForm\n module = defaults.SPECIAL_LABEL\n name = _(u'Spacer')\n render_template = \"djangocms_baseplugins/spacer.html\"\n fieldsets = conf.FIELDSETS"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to class 'SpacerPluginForm'\n \u2022 Add docstring to class 'SpacerPlugin'\n \u2022 Add docstring to class 'Meta'"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
d9eb0ee449a6b916e969b15c42a07550484f36ad
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """Utility functions for plotting. Author: Seth Axen E-mail: seth.axen@gmail.com""" from collections import deque import numpy as np def rgb_to_hsv(rgb): """Convert RGB colors to HSV colors.""" r, g, b = tuple(map(float, rgb)) if any([r > 1, g > 1, b > 1]):
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Unterminated string literal at line 1 • Block at line 13 has no body - expected indented block • IndentationError at line 13 Fix: Add body to If block or use 'pass' statement
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 6
| 0
| 273
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"Utility functions for plotting.\n\nAuthor: Seth Axen\nE-mail: seth.axen@gmail.com\"\"\"\nfrom collections import deque\n\nimport numpy as np\n\n\ndef rgb_to_hsv(rgb):\n \"\"\"Convert RGB colors to HSV colors.\"\"\"\n r, g, b = tuple(map(float, rgb))\n if any([r > 1, g > 1, b > 1]):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Unterminated string literal at line 1\n \u2022 Block at line 13 has no body - expected indented block\n \u2022 IndentationError at line 13\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
d9ec253823566d98d214c4860b8c8d8ac8c80515
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import pytest from utils.process import run, silent_run, RunError from utils.fs import in_temp_dir def test_run(capsys): with in_temp_dir(): assert run('echo hello > hello.txt; echo world >> hello.txt', shell=True) out = run('ls', return_output=True) assert out == 'hello.txt\n' out = run(['cat', 'hello.txt'], return_output=True) assert out == 'hello\nworld\n' ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: run('blah') assert not run('blah', raises=False) assert silent_run('ls -l')
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 413
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport pytest\n\nfrom utils.process import run, silent_run, RunError\nfrom utils.fs import in_temp_dir\n\n\ndef test_run(capsys):\n with in_temp_dir():\n assert run('echo hello > hello.txt; echo world >> hello.txt', shell=True)\n\n out = run('ls', return_output=True)\n assert out == 'hello.txt\\n'\n\n out = run(['cat', 'hello.txt'], return_output=True)\n assert out == 'hello\\nworld\\n'\n\n \n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n run('blah')\n\n assert not run('blah', raises=False)\n\n assert silent_run('ls -l')"}]
| true
|
syntax
|
HARD_CUT
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CRITICAL
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d9ec2cc7a1a6ba6f4583fe5b1a6bc53ffc63f837
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: #----------------------------------------------------------------------------- # Copyright (c) 2012 - 2017, Anaconda, Inc. All rights reserved. # # Powered by the Bokeh Development Team. # # The full license is in the file LICENSE.txt, distributed with this software. #----------------------------------------------------------------------------- def server_url_for_websocket_url(url): ''' Convert an ``ws(s)`` URL for a Bokeh server into the appropriate ``http(s)`` URL for the websocket endpoint. Args: url (str): An ``ws(s)`` URL ending in ``/ws`` Returns: str: The corresponding ``http(s)`` URL. Raises: ValueError: If the input URL is not of the proper form. ''' if url.startswith("ws:"): reprotocoled = "http" + url[2:] elif url.startswith("wss:"): reprotocoled = "https" + url[3:] else: raise ValueError("URL has non-websocket protocol " + url) if not reprotocoled.endswith("/ws"): raise ValueError("websocket URL does not end in /ws") return reprotocoled[:-2] @internal((1,0,0)) def websocket_url_for_server_url(url): ''' Convert an ``http(s)`` URL for a Bokeh server websocket endpoint into the appropriate ``ws(s)`` URL Args: url (str): An ``http(s)`` URL
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Returns: str: The corresponding ``ws(s)`` URL ending in ``/ws`` Raises: ValueError: If the input URL is not of the proper form. ''' if url.startswith("http:"): reprotocoled = "ws" + url[4:] elif url.startswith("https:"): reprotocoled = "wss" + url[5:] else: raise ValueError("URL has unknown protocol " + url) if reprotocoled.endswith("/"): return reprotocoled + "ws" else: return reprotocoled + "/ws" #----------------------------------------------------------------------------- # Private API #----------------------------------------------------------------------------- #----------------------------------------------------------------------------- # Code #-----------------------------------------------------------------------------
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intermediate
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api
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code_completion
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Pythoncode:Python
| 2
| 0
| 2,196
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#-----------------------------------------------------------------------------\n# Copyright (c) 2012 - 2017, Anaconda, Inc. All rights reserved.\n#\n# Powered by the Bokeh Development Team.\n#\n# The full license is in the file LICENSE.txt, distributed with this software.\n#-----------------------------------------------------------------------------\ndef server_url_for_websocket_url(url):\n ''' Convert an ``ws(s)`` URL for a Bokeh server into the appropriate\n ``http(s)`` URL for the websocket endpoint.\n\n Args:\n url (str):\n An ``ws(s)`` URL ending in ``/ws``\n\n Returns:\n str:\n The corresponding ``http(s)`` URL.\n\n Raises:\n ValueError:\n If the input URL is not of the proper form.\n\n '''\n if url.startswith(\"ws:\"):\n reprotocoled = \"http\" + url[2:]\n elif url.startswith(\"wss:\"):\n reprotocoled = \"https\" + url[3:]\n else:\n raise ValueError(\"URL has non-websocket protocol \" + url)\n if not reprotocoled.endswith(\"/ws\"):\n raise ValueError(\"websocket URL does not end in /ws\")\n return reprotocoled[:-2]\n\n@internal((1,0,0))\ndef websocket_url_for_server_url(url):\n ''' Convert an ``http(s)`` URL for a Bokeh server websocket endpoint into\n the appropriate ``ws(s)`` URL\n\n Args:\n url (str):\n An ``http(s)`` URL"}, {"role": "assistant", "content": "\n\n Returns:\n str:\n The corresponding ``ws(s)`` URL ending in ``/ws``\n\n Raises:\n ValueError:\n If the input URL is not of the proper form.\n\n '''\n if url.startswith(\"http:\"):\n reprotocoled = \"ws\" + url[4:]\n elif url.startswith(\"https:\"):\n reprotocoled = \"wss\" + url[5:]\n else:\n raise ValueError(\"URL has unknown protocol \" + url)\n if reprotocoled.endswith(\"/\"):\n return reprotocoled + \"ws\"\n else:\n return reprotocoled + \"/ws\"\n\n#-----------------------------------------------------------------------------\n# Private API\n#-----------------------------------------------------------------------------\n\n#-----------------------------------------------------------------------------\n# Code\n#-----------------------------------------------------------------------------"}]
| false
| null | null | null |
d9ec7fb034397cf9a445f613d02c81768a1461eb
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2016 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== def block35(net, scale=1.0, activation_fn=tf.nn.relu, scope=None, reuse=None): """Builds the 35x35 resnet block.""" with tf.variable_scope(scope, 'Block35', [net], reuse=reuse): with tf.variable_scope('Branch_0'): tower_conv = slim.conv2d(net, 32, 1, scope='Conv2d_1x1') with tf.variable_scope('Branch_1'): tower_conv1_0 = slim.conv2d(net, 32, 1, scope='Conv2d_0a_1x1') tower_conv1_1 = slim.conv2d(tower_conv1_0, 32, 3, scope='Conv2d_0b_3x3') with tf.variable_scope('Branch_2'): tower_conv2_0 = slim.conv2d(net, 32, 1, scope='Conv2d_0a_1x1') tower_conv2_1 = slim.conv2d(tower_conv2_0, 48, 3, scope='Conv2d_0b_3x3') tower_conv2_2 = slim.conv2d(tower_conv2_1, 64, 3, scope='Conv2d_0c_3x3') mixed = tf.concat(axis=3, values=[tower_conv, tower_conv1_1, tower_conv2_2]) up = slim.conv2d(mixed, net.get_shape()[3], 1, normalizer_fn=None, activation_fn=None, scope='Conv2d_1x1') net += scale * up if activation_fn: net = activation_fn(net) return net def block17(net, scale=1.0, activation_fn=tf.nn.relu, scope=None, reuse=None): """Builds the 17x17 resnet block.""" with tf.variable_scope(scope, 'Block17', [net], reuse=reuse): with tf.variable_scope('Branch_0'): tower_conv = slim.conv2d(net, 192, 1, scope='Conv2d_1x1') with tf.variable_scope('Branch_1'): tower_conv1_0 = slim.conv2d(net, 128, 1, scope='Conv2d_0a_1x1') tower_conv1_1 = slim.conv2d(tower_conv1_0, 160, [1, 7], scope='Conv2d_0b_1x7') tower_conv1_2 = slim.conv2d(tower_conv1_1, 192, [7, 1], scope='Conv2d_0c_7x1') mixed = tf.concat(axis=3, values=[tower_conv, tower_conv1_2]) up = slim.conv2d(mixed, net.get_shape()[3], 1, normalizer_fn=None, activation_fn=None, scope='Conv2d_1x1') net += scale * up if activation_fn: net = activation_fn(net) return net ... [5 more functiondefs truncated] ...
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Functions: block35, block17 This code demonstrates Pythoncode:Python programming.
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intermediate
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api
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code_explanation
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Pythoncode:Python
| 2
| 0
| 2,697
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2016 The TensorFlow Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ==============================================================================\ndef block35(net, scale=1.0, activation_fn=tf.nn.relu, scope=None, reuse=None):\n \"\"\"Builds the 35x35 resnet block.\"\"\"\n with tf.variable_scope(scope, 'Block35', [net], reuse=reuse):\n with tf.variable_scope('Branch_0'):\n tower_conv = slim.conv2d(net, 32, 1, scope='Conv2d_1x1')\n with tf.variable_scope('Branch_1'):\n tower_conv1_0 = slim.conv2d(net, 32, 1, scope='Conv2d_0a_1x1')\n tower_conv1_1 = slim.conv2d(tower_conv1_0, 32, 3, scope='Conv2d_0b_3x3')\n with tf.variable_scope('Branch_2'):\n tower_conv2_0 = slim.conv2d(net, 32, 1, scope='Conv2d_0a_1x1')\n tower_conv2_1 = slim.conv2d(tower_conv2_0, 48, 3, scope='Conv2d_0b_3x3')\n tower_conv2_2 = slim.conv2d(tower_conv2_1, 64, 3, scope='Conv2d_0c_3x3')\n mixed = tf.concat(axis=3, values=[tower_conv, tower_conv1_1, tower_conv2_2])\n up = slim.conv2d(mixed, net.get_shape()[3], 1, normalizer_fn=None,\n activation_fn=None, scope='Conv2d_1x1')\n net += scale * up\n if activation_fn:\n net = activation_fn(net)\n return net\n\n\ndef block17(net, scale=1.0, activation_fn=tf.nn.relu, scope=None, reuse=None):\n \"\"\"Builds the 17x17 resnet block.\"\"\"\n with tf.variable_scope(scope, 'Block17', [net], reuse=reuse):\n with tf.variable_scope('Branch_0'):\n tower_conv = slim.conv2d(net, 192, 1, scope='Conv2d_1x1')\n with tf.variable_scope('Branch_1'):\n tower_conv1_0 = slim.conv2d(net, 128, 1, scope='Conv2d_0a_1x1')\n tower_conv1_1 = slim.conv2d(tower_conv1_0, 160, [1, 7],\n scope='Conv2d_0b_1x7')\n tower_conv1_2 = slim.conv2d(tower_conv1_1, 192, [7, 1],\n scope='Conv2d_0c_7x1')\n mixed = tf.concat(axis=3, values=[tower_conv, tower_conv1_2])\n up = slim.conv2d(mixed, net.get_shape()[3], 1, normalizer_fn=None,\n activation_fn=None, scope='Conv2d_1x1')\n net += scale * up\n if activation_fn:\n net = activation_fn(net)\n return net\n\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: block35, block17\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d9ed79fef6ca74a4e312f154a876ffa2123179f7
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import struct from typing import Tuple from ledgercomm import Transport from boilerplate_client.boilerplate_cmd_builder import BoilerplateCommandBuilder, InsType from boilerplate_client.button import Button from boilerplate_client.exception import DeviceException from boilerplate_client.transaction import Transaction from neo3.network import payloads class BoilerplateCommand: def __init__(self, transport: Transport, debug: bool = False) -> None: self.transport = transport self.builder = BoilerplateCommandBuilder(debug=debug) self.debug = debug def get_app_and_version(self) -> Tuple[str, str]: sw, response = self.transport.exchange_raw( self.builder.get_app_and_version() ) # type: int, bytes if sw != 0x9000: raise DeviceException(error_code=sw, ins=0x01) # response = format_id (1) || # app_name_len (1) || # app_name (var) || # version_len (1) || # version (var) || offset: int = 0 format_id: int = response[offset] offset += 1 app_name_len: int = response[offset] offset += 1 app_name: str = response[offset:offset + app_name_len].decode("ascii") offset += app_name_len version_len: int = response[offset] offset += 1 version: str = response[offset:offset + version_len].decode("ascii") offset += version_len return app_name, version def get_version(self) -> Tuple[int, int, int]: sw, response = self.transport.exchange_raw( self.builder.get_version() ) # type: int, bytes if sw != 0x9000: raise DeviceException(error_code=sw, ins=InsType.INS_GET_VERSION) # response = MAJOR (1) || MINOR (1) || PATCH (1) assert len(response) == 3 major, minor, patch = struct.unpack( "BBB", response ) # type: int, int, int return major, minor, patch def get_app_name(self) -> str: sw, response = self.transport.exchange_raw( self.builder.get_app_name() ) # type: int, bytes if sw != 0x9000: raise DeviceException(error_code=sw, ins=InsType.INS_GET_APP_NAME) return response.decode("ascii") def get_public_key(self, bip44_path: str, display: bool = False) -> bytes: sw, response = self.transport.exchange_raw( self.builder.get_public_key(bip44_path=bip44_path) ) # type: int, bytes if sw != 0x9000: raise DeviceException(error_code=sw, ins=InsType.INS_GET_PUBLIC_KEY) assert len(response) == 65 # 04 + 64 bytes of uncompressed key return response ... [2 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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testing
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refactoring
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Pythoncode:Python
| 5
| 1
| 2,854
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport struct\nfrom typing import Tuple\n\nfrom ledgercomm import Transport\n\nfrom boilerplate_client.boilerplate_cmd_builder import BoilerplateCommandBuilder, InsType\nfrom boilerplate_client.button import Button\nfrom boilerplate_client.exception import DeviceException\nfrom boilerplate_client.transaction import Transaction\nfrom neo3.network import payloads\n\n\nclass BoilerplateCommand:\n def __init__(self,\n transport: Transport,\n debug: bool = False) -> None:\n self.transport = transport\n self.builder = BoilerplateCommandBuilder(debug=debug)\n self.debug = debug\n\n def get_app_and_version(self) -> Tuple[str, str]:\n sw, response = self.transport.exchange_raw(\n self.builder.get_app_and_version()\n ) # type: int, bytes\n\n if sw != 0x9000:\n raise DeviceException(error_code=sw, ins=0x01)\n\n # response = format_id (1) ||\n # app_name_len (1) ||\n # app_name (var) ||\n # version_len (1) ||\n # version (var) ||\n offset: int = 0\n\n format_id: int = response[offset]\n offset += 1\n app_name_len: int = response[offset]\n offset += 1\n app_name: str = response[offset:offset + app_name_len].decode(\"ascii\")\n offset += app_name_len\n version_len: int = response[offset]\n offset += 1\n version: str = response[offset:offset + version_len].decode(\"ascii\")\n offset += version_len\n\n return app_name, version\n\n def get_version(self) -> Tuple[int, int, int]:\n sw, response = self.transport.exchange_raw(\n self.builder.get_version()\n ) # type: int, bytes\n\n if sw != 0x9000:\n raise DeviceException(error_code=sw, ins=InsType.INS_GET_VERSION)\n\n # response = MAJOR (1) || MINOR (1) || PATCH (1)\n assert len(response) == 3\n\n major, minor, patch = struct.unpack(\n \"BBB\",\n response\n ) # type: int, int, int\n\n return major, minor, patch\n\n def get_app_name(self) -> str:\n sw, response = self.transport.exchange_raw(\n self.builder.get_app_name()\n ) # type: int, bytes\n\n if sw != 0x9000:\n raise DeviceException(error_code=sw, ins=InsType.INS_GET_APP_NAME)\n\n return response.decode(\"ascii\")\n\n def get_public_key(self, bip44_path: str, display: bool = False) -> bytes:\n sw, response = self.transport.exchange_raw(\n self.builder.get_public_key(bip44_path=bip44_path)\n ) # type: int, bytes\n\n if sw != 0x9000:\n raise DeviceException(error_code=sw, ins=InsType.INS_GET_PUBLIC_KEY)\n\n assert len(response) == 65 # 04 + 64 bytes of uncompressed key\n\n return response\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d9ee27c57dbf76a3c2165139cae647ead0e58c46
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import clpy import clpy.sparse.base _preamble_atomic_add = ''' #if __CUDA_ARCH__ < 600 __device__ double atomicAdd(double* address, double val) { unsigned long long* address_as_ull = (unsigned long long*)address; unsigned long long old = *address_as_ull, assumed; do { assumed = old; old = atomicCAS(address_as_ull, assumed, __double_as_longlong(val + __longlong_as_double(assumed))); } while (assumed != old); return __longlong_as_double(old); } #endif ''' def isintlike(x): try: return bool(int(x) == x) except (TypeError, ValueError): return False def isscalarlike(x): return clpy.isscalar(x) or (clpy.sparse.base.isdense(x) and x.ndim == 0) def isshape(x): if not isinstance(x, tuple) or len(x) != 2: return False m, n = x return isintlike(m) and isintlike(n)
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Code Review: ❌ Critical issues: Unterminated string literal at line 5 ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 26 Unexpected indentation at line 37 Unexpected indentation at line 38 ✨ Improvements: Add closing quote at line 5
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intermediate
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data_processing
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code_review
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Pythoncode:Python
| 3
| 0
| 946
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport clpy\nimport clpy.sparse.base\n\n\n_preamble_atomic_add = '''\n#if __CUDA_ARCH__ < 600\n__device__ double atomicAdd(double* address, double val) {\n unsigned long long* address_as_ull =\n (unsigned long long*)address;\n unsigned long long old = *address_as_ull, assumed;\n do {\n assumed = old;\n old = atomicCAS(address_as_ull, assumed,\n __double_as_longlong(val +\n __longlong_as_double(assumed)));\n } while (assumed != old);\n return __longlong_as_double(old);\n}\n#endif\n'''\n\n\ndef isintlike(x):\n try:\n return bool(int(x) == x)\n except (TypeError, ValueError):\n return False\n\n\ndef isscalarlike(x):\n return clpy.isscalar(x) or (clpy.sparse.base.isdense(x) and x.ndim == 0)\n\n\ndef isshape(x):\n if not isinstance(x, tuple) or len(x) != 2:\n return False\n m, n = x\n return isintlike(m) and isintlike(n)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 5\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 26\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n\n\u2728 Improvements:\n Add closing quote at line 5"}]
| false
| null | null | null |
d9efa4ffda8cacd286187e29ce110d292c7a1e64
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: from pytest import raises from discopy.cartesian import * def test_Box_repr(): f = Box('f', 1, 2, lambda x: (x, x)) assert "Box('f', 1, 2" in repr(f) def test_Function_str(): f = Function(2, 1, lambda x, y: x + y) assert 'Function(dom=2, cod=1,' in str(f) def test_Function_call(): f = Swap(2, 1) values = (2, 3) with raises(TypeError) as err: f(*values) assert str(err.value) == messages.expected_input_length(f, values) def test_Function_then(): f, g = Function(2, 1, lambda x, y: x + y), Function(1, 1, lambda x: x + 1) assert Function.id(2).then(*(f, g))(20, 21) == 42 def test_Function_then_err(): f = Function(2, 1, lambda x, y: x + y) g = (lambda x: x, ) with raises(TypeError) as err: f >> g assert str(err.value) == messages.type_err(Function, g) g = Function.id(2) with raises(AxiomError) as err: f >> g assert str(err.value) == messages.does_not_compose(f, g) def test_Function_tensor(): assert Function.id(3)(1, 2, 3)\ == Function.id(0).tensor(*(3 * [Function.id(1)]))(1, 2, 3) def test_Function_tensor_err(): f = Function(2, 1, lambda x, y: x + y) g = (lambda x: x, ) with raises(TypeError) as err: f @ g assert str(err.value) == messages.type_err(Function, g)
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Code analysis results: 🔴 Errors found: Unclosed '(' at line 7 - expected ')' Unclosed '(' at line 12 - expected ')' ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 12 Unexpected indentation at line 17 Unexpected indentation at line 18 💡 Suggestions: Add closing ')' bracket Add closing ')' bracket Add docstring to function 'test_Function_call'
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advanced
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testing
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debugging
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Pythoncode:Python
| 7
| 0
| 1,316
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom pytest import raises\nfrom discopy.cartesian import *\n\n\ndef test_Box_repr():\n f = Box('f', 1, 2, lambda x: (x, x))\n assert \"Box('f', 1, 2\" in repr(f)\n\n\ndef test_Function_str():\n f = Function(2, 1, lambda x, y: x + y)\n assert 'Function(dom=2, cod=1,' in str(f)\n\n\ndef test_Function_call():\n f = Swap(2, 1)\n values = (2, 3)\n with raises(TypeError) as err:\n f(*values)\n assert str(err.value) == messages.expected_input_length(f, values)\n\n\ndef test_Function_then():\n f, g = Function(2, 1, lambda x, y: x + y), Function(1, 1, lambda x: x + 1)\n assert Function.id(2).then(*(f, g))(20, 21) == 42\n\n\ndef test_Function_then_err():\n f = Function(2, 1, lambda x, y: x + y)\n g = (lambda x: x, )\n with raises(TypeError) as err:\n f >> g\n assert str(err.value) == messages.type_err(Function, g)\n g = Function.id(2)\n with raises(AxiomError) as err:\n f >> g\n assert str(err.value) == messages.does_not_compose(f, g)\n\n\ndef test_Function_tensor():\n assert Function.id(3)(1, 2, 3)\\\n == Function.id(0).tensor(*(3 * [Function.id(1)]))(1, 2, 3)\n\n\ndef test_Function_tensor_err():\n f = Function(2, 1, lambda x, y: x + y)\n g = (lambda x: x, )\n with raises(TypeError) as err:\n f @ g\n assert str(err.value) == messages.type_err(Function, g)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unclosed '(' at line 7 - expected ')'\n Unclosed '(' at line 12 - expected ')'\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 12\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n\n\ud83d\udca1 Suggestions:\n Add closing ')' bracket\n Add closing ')' bracket\n Add docstring to function 'test_Function_call'"}]
| false
| null | null | null |
d9efc68d74f0ff6411265258b8ee1094b0fa820e
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: # A part of NonVisual Desktop Access (NVDA) # Copyright (C) 2007-2021 NV Access Limited, Babbage B.V., James Teh, Leonard de Ruijter, # Thomas Stivers, Accessolutions, Julien Cochuyt # This file is covered by the GNU General Public License. # See the file COPYING for more details. from typing import Any, Callable, Union import os import itertools import collections import winsound import time import weakref import wx import core from logHandler import log import documentBase import review import scriptHandler import eventHandler import nvwave import queueHandler import gui import ui import cursorManager from scriptHandler import script, isScriptWaiting, willSayAllResume import aria import controlTypes from controlTypes import OutputReason import config import textInfos import braille import vision import speech from speech import sayAll import treeInterceptorHandler import inputCore import api import gui.guiHelper from gui.dpiScalingHelper import DpiScalingHelperMixinWithoutInit from NVDAObjects import NVDAObject import gui.contextHelp # Complete this line import globalVars from typing import Optional def reportPassThrough(treeInterceptor,onlyIfChanged=True): """Reports the pass through mode if it has changed. @param treeInterceptor: The current Browse Mode treeInterceptor. @type treeInterceptor: L{BrowseModeTreeInterceptor} @param onlyIfChanged: if true reporting will not happen if the last reportPassThrough reported the same thing. @type onlyIfChanged: bool """ if not onlyIfChanged or treeInterceptor.passThrough != reportPassThrough.last: if config.conf["virtualBuffers"]["passThroughAudioIndication"]: sound = "focusMode.wav" if treeInterceptor.passThrough else "browseMode.wav" nvwave.playWaveFile(os.path.join(globalVars.appDir, "waves", sound)) else: if treeInterceptor.passThrough: # Translators: The mode to interact with controls in documents ui.message(_("Focus mode")) else: # Translators: The mode that presents text in a flat representation # that can be navigated with the cursor keys like in a text document ui.message(_("Browse mode")) reportPassThrough.last = treeInterceptor.passThrough reportPassThrough.last = False ... [95 more functiondefs truncated] ...
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The missing line is: from abc import ABCMeta, abstractmethod
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intermediate
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api
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fill_in_the_blank
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Pythoncode:Python
| 1
| 0
| 2,349
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# A part of NonVisual Desktop Access (NVDA)\r\n# Copyright (C) 2007-2021 NV Access Limited, Babbage B.V., James Teh, Leonard de Ruijter,\r\n# Thomas Stivers, Accessolutions, Julien Cochuyt\r\n# This file is covered by the GNU General Public License.\r\n# See the file COPYING for more details.\r\n\r\nfrom typing import Any, Callable, Union\r\nimport os\r\nimport itertools\r\nimport collections\r\nimport winsound\r\nimport time\r\nimport weakref\r\n\r\nimport wx\r\nimport core\r\nfrom logHandler import log\r\nimport documentBase\r\nimport review\r\nimport scriptHandler\r\nimport eventHandler\r\nimport nvwave\r\nimport queueHandler\r\nimport gui\r\nimport ui\r\nimport cursorManager\r\nfrom scriptHandler import script, isScriptWaiting, willSayAllResume\r\nimport aria\r\nimport controlTypes\r\nfrom controlTypes import OutputReason\r\nimport config\r\nimport textInfos\r\nimport braille\r\nimport vision\r\nimport speech\r\nfrom speech import sayAll\r\nimport treeInterceptorHandler\r\nimport inputCore\r\nimport api\r\nimport gui.guiHelper\r\nfrom gui.dpiScalingHelper import DpiScalingHelperMixinWithoutInit\r\nfrom NVDAObjects import NVDAObject\r\nimport gui.contextHelp\r\n # Complete this line\nimport globalVars\r\nfrom typing import Optional\r\n\r\n\r\ndef reportPassThrough(treeInterceptor,onlyIfChanged=True):\r\n\t\"\"\"Reports the pass through mode if it has changed.\r\n\t@param treeInterceptor: The current Browse Mode treeInterceptor.\r\n\t@type treeInterceptor: L{BrowseModeTreeInterceptor}\r\n\t@param onlyIfChanged: if true reporting will not happen if the last reportPassThrough reported the same thing.\r\n\t@type onlyIfChanged: bool\r\n\t\"\"\"\r\n\tif not onlyIfChanged or treeInterceptor.passThrough != reportPassThrough.last:\r\n\t\tif config.conf[\"virtualBuffers\"][\"passThroughAudioIndication\"]:\r\n\t\t\tsound = \"focusMode.wav\" if treeInterceptor.passThrough else \"browseMode.wav\"\r\n\t\t\tnvwave.playWaveFile(os.path.join(globalVars.appDir, \"waves\", sound))\r\n\t\telse:\r\n\t\t\tif treeInterceptor.passThrough:\r\n\t\t\t\t# Translators: The mode to interact with controls in documents\r\n\t\t\t\tui.message(_(\"Focus mode\"))\r\n\t\t\telse:\r\n\t\t\t\t# Translators: The mode that presents text in a flat representation\r\n\t\t\t\t# that can be navigated with the cursor keys like in a text document\r\n\t\t\t\tui.message(_(\"Browse mode\"))\r\n\t\treportPassThrough.last = treeInterceptor.passThrough\r\nreportPassThrough.last = False\r\n\r\n\n ... [95 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nfrom abc import ABCMeta, abstractmethod"}]
| false
| null | null | null |
d9f04eac1f39d4c14950ae0caf3dff21f18defd4
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- # This code is part of Qiskit. # # (C) Copyright IBM 2017, 2021. # # This code is licensed under the Apache License, Version 2.0. You may # obtain a copy of this license in the LICENSE.txt file in the root directory # of this source tree or at http://www.apache.org/licenses/LICENSE-2.0. # # Any modifications or derivative works of this code must retain this # copyright notice, and modified files need to carry a notice indicating # that they have been altered from the originals. #from math import * # Complete this line from qiskit_metal import draw, Dict from qiskit_metal.qlibrary.core.base import QComponent import numpy as np #from ... import config #if not config.is_building_docs(): # from qiskit_metal import is_true ... [3 more classdefs truncated] ...
|
The missing line is: from math import sin, cos
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 809
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n# This code is part of Qiskit.\n#\n# (C) Copyright IBM 2017, 2021.\n#\n# This code is licensed under the Apache License, Version 2.0. You may\n# obtain a copy of this license in the LICENSE.txt file in the root directory\n# of this source tree or at http://www.apache.org/licenses/LICENSE-2.0.\n#\n# Any modifications or derivative works of this code must retain this\n# copyright notice, and modified files need to carry a notice indicating\n# that they have been altered from the originals.\n\n#from math import *\n # Complete this line\nfrom qiskit_metal import draw, Dict\nfrom qiskit_metal.qlibrary.core.base import QComponent\nimport numpy as np\n\n#from ... import config\n#if not config.is_building_docs():\n# from qiskit_metal import is_true\n\n\n\n ... [3 more classdefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nfrom math import sin, cos"}]
| false
| null | null | null |
d9f0ba759404ab21f8b93c6f40fde8e030bbf8a1
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2019-present NAVER Corp. # Apache License v2.0 # Wonseok Hwang import os, json from copy import deepcopy from matplotlib.pylab import * import torch import torch.nn as nn import torch.nn.functional as F class Seq2SQL_v1(nn.Module): def __init__(self, input_size, hidden_size, num_layer, dropout, number_cond_ops, number_agg_ops, old=False): super(Seq2SQL_v1, self).__init__() self.input_size = input_size self.hidden_size = hidden_size self.num_layer = num_layer self.dropout = dropout self.max_where_number = 4 self.number_cond_ops = number_cond_ops self.number_agg_ops = number_agg_ops self.select_column_predict = SelectColumnPredict(input_size, hidden_size, num_lay
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 28 - expected ')' • SyntaxError: '(' was never closed at line 28 Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 781
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2019-present NAVER Corp.\n# Apache License v2.0\n\n# Wonseok Hwang\n\nimport os, json\nfrom copy import deepcopy\nfrom matplotlib.pylab import *\n\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\n\n\nclass Seq2SQL_v1(nn.Module):\n def __init__(self, input_size, hidden_size, num_layer, dropout,\n number_cond_ops, number_agg_ops, old=False):\n super(Seq2SQL_v1, self).__init__()\n self.input_size = input_size\n self.hidden_size = hidden_size\n self.num_layer = num_layer\n self.dropout = dropout\n\n self.max_where_number = 4\n self.number_cond_ops = number_cond_ops\n self.number_agg_ops = number_agg_ops\n\n self.select_column_predict = SelectColumnPredict(input_size, hidden_size, num_lay"}, {"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 28 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 28\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d9f1f15178cb9e26d9b4f91695b333a07eaa59d6
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- __author__ = 'Michael Liao' ''' async web application. ''' import logging; logging.basicConfig(level=logging.INFO) import asyncio, os, json, time from datetime import datetime from aiohttp import web def index(request): return web.Response(body=b'<h1>Awesome</h1>')
|
async def init(loop): app = web.Application(loop=loop) app.router.add_route('GET', '/', index) srv = await loop.create_server(app.make_handler(), '127.0.0.1', 9000) logging.info('server started at http://127.0.0.1:9000...') return srv loop = asyncio.get_event_loop() loop.run_until_complete(init(loop)) loop.run_forever()
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 667
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\n__author__ = 'Michael Liao'\n\n'''\nasync web application.\n'''\n\nimport logging; logging.basicConfig(level=logging.INFO)\n\nimport asyncio, os, json, time\nfrom datetime import datetime\n\nfrom aiohttp import web\n\ndef index(request):\n return web.Response(body=b'<h1>Awesome</h1>')"}, {"role": "assistant", "content": "\n\nasync def init(loop):\n app = web.Application(loop=loop)\n app.router.add_route('GET', '/', index)\n srv = await loop.create_server(app.make_handler(), '127.0.0.1', 9000)\n logging.info('server started at http://127.0.0.1:9000...')\n return srv\n\nloop = asyncio.get_event_loop()\nloop.run_until_complete(init(loop))\nloop.run_forever()"}]
| false
| null | null | null |
d9f2ed71da13f5b57b61c1c386731f8180c40992
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from __future__ import print_function import os import numpy as np import matplotlib.pyplot as plt import flopy fb = flopy.modflow.Modflow.load('freyberg', version='mf2005', model_ws=os.path.join('..', 'data', 'freyberg'), verbose=True) dis = fb.dis top = fb.dis.top fb.dis.top.plot(grid=True, colorbar=True) fb.dis.botm.plot(grid=True, colorbar=True) fb.dis.plot() plt.show() fb.dis.plot() plt.show() fig = plt.figure(figsize=(8, 8)) ax = fig.add_subplot(1,2,1, aspect='equal') fb.dis.top.plot(grid=True, axes=ax, colorbar=True) ax = fig.add_subplot(1,2,2, aspect='equal') fb.dis.botm.plot(grid=True, axes=ax, colorbar=True) plt.show() print('this is the end my friend')
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 684
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom __future__ import print_function\nimport os\n\nimport numpy as np\nimport matplotlib.pyplot as plt\n\nimport flopy\n\n\nfb = flopy.modflow.Modflow.load('freyberg', version='mf2005', model_ws=os.path.join('..', 'data', 'freyberg'), verbose=True)\n\ndis = fb.dis\n\ntop = fb.dis.top\n\nfb.dis.top.plot(grid=True, colorbar=True)\nfb.dis.botm.plot(grid=True, colorbar=True)\n\nfb.dis.plot()\nplt.show()\n\nfb.dis.plot()\nplt.show()\n\n\nfig = plt.figure(figsize=(8, 8))\nax = fig.add_subplot(1,2,1, aspect='equal')\nfb.dis.top.plot(grid=True, axes=ax, colorbar=True)\nax = fig.add_subplot(1,2,2, aspect='equal')\nfb.dis.botm.plot(grid=True, axes=ax, colorbar=True)\nplt.show()\n\nprint('this is the end my friend')"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d9f306cc03073671d285f885169a3fe6dd743eef
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from chia import components from chia.components.sample_transformers import identity from chia.components.sample_transformers.sample_transformer import SampleTransformer class SampleTransformerFactory(components.Factory): name_to_class_mapping = {"identity": identity.IdentitySampleTransformer} __all__ = ["SampleTransformer", "SampleTransformerFactory"]
|
Code analysis results: 💡 Suggestions: Add docstring to class 'SampleTransformerFactory' No critical issues found Consider adding unit tests Add inline comments for complex logic
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 0
| 1
| 363
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom chia import components\nfrom chia.components.sample_transformers import identity\nfrom chia.components.sample_transformers.sample_transformer import SampleTransformer\n\n\nclass SampleTransformerFactory(components.Factory):\n name_to_class_mapping = {\"identity\": identity.IdentitySampleTransformer}\n\n\n__all__ = [\"SampleTransformer\", \"SampleTransformerFactory\"]"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'SampleTransformerFactory'\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
d9f32d2b9e677d6893c7269bf23bcedaa4e7f68a
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # 添加嘉宾 names = [] names.append('singi') names.append('lily') names.append('sam') print('I find a big dining-table,I can invite more friends.') names.insert(0, 'xiaoling') names.insert(2, 'fangsi') names.append('zhangqing') # Complete this line greets = ',would you like to have dinner with me ?' print(names[0]+greets) print(names[1]+greets) print(names[2]+greets) print(names[3]+greets) print(names[4]+greets) print(names[5]+greets)
|
The missing line is:
|
intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 416
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# \u6dfb\u52a0\u5609\u5bbe\n\nnames = []\nnames.append('singi')\nnames.append('lily')\nnames.append('sam')\n\nprint('I find a big dining-table,I can invite more friends.')\n\nnames.insert(0, 'xiaoling')\nnames.insert(2, 'fangsi')\nnames.append('zhangqing')\n # Complete this line\ngreets = ',would you like to have dinner with me ?'\nprint(names[0]+greets)\nprint(names[1]+greets)\nprint(names[2]+greets)\nprint(names[3]+greets)\nprint(names[4]+greets)\nprint(names[5]+greets)"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
d9f3cb72d610ec30e4ecf05d60ba2025dc849112
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.template.defaultfilters import slugify from django.test import TestCase from package.models import Package, Version from pypi.slurper import Slurper TEST_PACKAGE_NAME = 'Django' TEST_PACKAGE_VERSION = '1.3' TEST_PACKAGE_REPO_NAME = 'django-uni-form' class SlurpAllTests(TestCase): def test_get_latest_version_number(self): slurper = Slurper(TEST_PACKAGE_NAME) version = slurper.get_latest_version_number(TEST_PACKAGE_NAME) self.assertEquals(version, TEST_PACKAGE_VERSION) def test_get_or_create_package(self): slurper = Slurper(TEST_PACKAGE_NAME) version = slurper.get_latest_version_number(TEST_PACKAGE_NAME) package, created = slurper.get_or_create_package(TEST_PACKAGE_NAME, version) self.assertTrue(created) self.assertTrue(isinstance(package, Package)) self.assertEquals(package.title, TEST_PACKAGE_NAME) self.assertEquals(package.slug, slugify(TEST_PACKAGE_NAME)) def test_get_or_create_with_repo(self): slurper = Slurper(TEST_PACKAGE_REPO_NAME) version = slurper.get_latest_version_number(TEST_PACKAGE_REPO_NAME) package, created = slurper.get_or_create_package(TEST_PACKAGE_REPO_NAME, version) self.assertTrue(created) self.assertTrue(isinstance(package, Package)) self.assertEquals(package.title, TEST_PACKAGE_REPO_NAME) self.assertEquals(package.slug, slugify(TEST_PACKAGE_REPO_NAME)) def test_check_versions(self): slurper = Slurper(TEST_PACKAGE_REPO_NAME) version = slurper.get_latest_version_number(TEST_PACKAGE_REPO_NAME) # make me a package (Actually, make me a billionare) slurper.get_or_create_package(TEST_PACKAGE_REPO_NAME, version) # fetch the package for testing package = Package.objects.get(title=TEST_PACKAGE_REPO_NAME) self.assertTrue(package.pypi_downloads >= 1000)
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Block at line 29 has no indented body Fix: Change operator back to correct one
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 4
| 1
| 2,026
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.template.defaultfilters import slugify\nfrom django.test import TestCase\n\nfrom package.models import Package, Version\nfrom pypi.slurper import Slurper\n\nTEST_PACKAGE_NAME = 'Django'\nTEST_PACKAGE_VERSION = '1.3'\nTEST_PACKAGE_REPO_NAME = 'django-uni-form'\n\nclass SlurpAllTests(TestCase):\n \n def test_get_latest_version_number(self):\n \n slurper = Slurper(TEST_PACKAGE_NAME)\n version = slurper.get_latest_version_number(TEST_PACKAGE_NAME)\n self.assertEquals(version, TEST_PACKAGE_VERSION)\n\n def test_get_or_create_package(self):\n \n slurper = Slurper(TEST_PACKAGE_NAME)\n version = slurper.get_latest_version_number(TEST_PACKAGE_NAME)\n package, created = slurper.get_or_create_package(TEST_PACKAGE_NAME, version)\n self.assertTrue(created)\n self.assertTrue(isinstance(package, Package))\n self.assertEquals(package.title, TEST_PACKAGE_NAME)\n self.assertEquals(package.slug, slugify(TEST_PACKAGE_NAME))\n\n def test_get_or_create_with_repo(self):\n\n slurper = Slurper(TEST_PACKAGE_REPO_NAME)\n version = slurper.get_latest_version_number(TEST_PACKAGE_REPO_NAME) \n package, created = slurper.get_or_create_package(TEST_PACKAGE_REPO_NAME, version)\n self.assertTrue(created) \n self.assertTrue(isinstance(package, Package))\n self.assertEquals(package.title, TEST_PACKAGE_REPO_NAME)\n self.assertEquals(package.slug, slugify(TEST_PACKAGE_REPO_NAME))\n\n\n def test_check_versions(self):\n \n slurper = Slurper(TEST_PACKAGE_REPO_NAME) \n version = slurper.get_latest_version_number(TEST_PACKAGE_REPO_NAME)\n \n # make me a package (Actually, make me a billionare)\n slurper.get_or_create_package(TEST_PACKAGE_REPO_NAME, version)\n \n # fetch the package for testing\n package = Package.objects.get(title=TEST_PACKAGE_REPO_NAME)\n \n self.assertTrue(package.pypi_downloads >= 1000)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Block at line 29 has no indented body\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
d9f53b3bd4af7f2d655423b3e5a97d903f5c6dac
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # coding=utf-8 # -------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for # license information. # # Code generated by Microsoft (R) AutoRest Code Generator. # Changes may cause incorrect behavior and will be lost if the code is # regenerated. # -------------------------------------------------------------------------- from msrest.serialization import Model class RecurrenceScheduleOccurrence(Model): """RecurrenceScheduleOccurrence. :param day: The day of the week. Possible values include: 'Sunday', 'Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday' :type day: str or :class:`DayOfWeek <azure.mgmt.logic.models.DayOfWeek>` :param occurrence: The occurrence. :type occurrence: int """ _attribute_map = { 'day': {'key': 'day', 'type': 'DayOfWeek', 'occurrence': {'key': 'occurrence', 'type': 'int'}, } def __init__(self, day=None, occurrence=None): self.day = day self.occurrence = occurrence
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 16 • Unclosed '{' at line 25 - expected '}' • SyntaxError: '{' was never closed at line 25 Fixes: • Add closing quote at line 16 • Add closing '}' bracket • Review code syntax
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 1,144
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# coding=utf-8\n# --------------------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License. See License.txt in the project root for\n# license information.\n#\n# Code generated by Microsoft (R) AutoRest Code Generator.\n# Changes may cause incorrect behavior and will be lost if the code is\n# regenerated.\n# --------------------------------------------------------------------------\n\nfrom msrest.serialization import Model\n\n\nclass RecurrenceScheduleOccurrence(Model):\n \"\"\"RecurrenceScheduleOccurrence.\n\n :param day: The day of the week. Possible values include: 'Sunday',\n 'Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday'\n :type day: str or :class:`DayOfWeek <azure.mgmt.logic.models.DayOfWeek>`\n :param occurrence: The occurrence.\n :type occurrence: int\n \"\"\" \n\n _attribute_map = {\n 'day': {'key': 'day', 'type': 'DayOfWeek',\n 'occurrence': {'key': 'occurrence', 'type': 'int'},\n }\n\n def __init__(self, day=None, occurrence=None):\n self.day = day\n self.occurrence = occurrence"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 16\n \u2022 Unclosed '{' at line 25 - expected '}'\n \u2022 SyntaxError: '{' was never closed at line 25\n\n Fixes:\n \u2022 Add closing quote at line 16\n \u2022 Add closing '}' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
d9f57949a15383ed2a070813678af904fe2e2df0
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import inspect import numpy as np from pandas._libs import reduction as libreduction from pandas.util._decorators import cache_readonly from pandas.core.dtypes.common import ( def frame_apply( obj, func, axis=0, raw=False, result_type=None, ignore_failures=False, args=None, kwds=None, ): """ construct and return a row or column based frame apply object """ axis = obj._get_axis_number(axis) if axis == 0: klass = FrameRowApply elif axis == 1: klass = FrameColumnApply return klass( obj, func, raw=raw, result_type=result_type, ignore_failures=ignore_failures, args=args, kwds=kwds, ) class FrameApply: def __init__(self, obj, func, raw, result_type, ignore_failures, args, kwds): self.obj = obj self.raw = raw self.ignore_failures = ignore_failures self.args = args or () self.kwds = kwds or {} if result_type not in [None, "reduce", "broadcast", "expand"]: raise ValueError( "invalid value for result_type, must be one " "of {None, 'reduce', 'broadcast', 'expand'}" ) self.result_type = result_type # curry if needed if (kwds or args) and not isinstance(func, (np.ufunc, str)): def f(x): return func(x, *args, **kwds) else: f = func self.f = f # results self.result = None self.res_index = None self.res_columns = None @property def columns(self): return self.obj.columns @property def index(self): return self.obj.index @cache_readonly def values(self): return self.obj.values @cache_readonly def dtypes(self): return self.obj.dtypes @property def agg_axis(self): return self.obj._get_agg_axis(self.axis) ... [20 more functiondefs truncated ... Error: SyntaxError: unmatched brackets
|
Fixed Code: import inspect import numpy as np from pandas._libs import reduction as libreduction from pandas.util._decorators import cache_readonly from pandas.core.dtypes.common import ( def frame_apply( obj, func, axis=0, raw=False, result_type=None, ignore_failures=False, args=None, kwds=None, ): """ construct and return a row or column based frame apply object """ Explanation: Add missing ']' bracket at line 91
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advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 8
| 1
| 2,004
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport inspect\n\nimport numpy as np\n\nfrom pandas._libs import reduction as libreduction\nfrom pandas.util._decorators import cache_readonly\n\nfrom pandas.core.dtypes.common import (\ndef frame_apply(\n obj,\n func,\n axis=0,\n raw=False,\n result_type=None,\n ignore_failures=False,\n args=None,\n kwds=None,\n):\n \"\"\" construct and return a row or column based frame apply object \"\"\"\n\n axis = obj._get_axis_number(axis)\n if axis == 0:\n klass = FrameRowApply\n elif axis == 1:\n klass = FrameColumnApply\n\n return klass(\n obj,\n func,\n raw=raw,\n result_type=result_type,\n ignore_failures=ignore_failures,\n args=args,\n kwds=kwds,\n )\n\n\nclass FrameApply:\n def __init__(self, obj, func, raw, result_type, ignore_failures, args, kwds):\n self.obj = obj\n self.raw = raw\n self.ignore_failures = ignore_failures\n self.args = args or ()\n self.kwds = kwds or {}\n\n if result_type not in [None, \"reduce\", \"broadcast\", \"expand\"]:\n raise ValueError(\n \"invalid value for result_type, must be one \"\n \"of {None, 'reduce', 'broadcast', 'expand'}\"\n )\n\n self.result_type = result_type\n\n # curry if needed\n if (kwds or args) and not isinstance(func, (np.ufunc, str)):\n\n def f(x):\n return func(x, *args, **kwds)\n\n else:\n f = func\n\n self.f = f\n\n # results\n self.result = None\n self.res_index = None\n self.res_columns = None\n\n @property\n def columns(self):\n return self.obj.columns\n\n @property\n def index(self):\n return self.obj.index\n\n @cache_readonly\n def values(self):\n return self.obj.values\n\n @cache_readonly\n def dtypes(self):\n return self.obj.dtypes\n\n @property\n def agg_axis(self):\n return self.obj._get_agg_axis(self.axis)\n\n\n ... [20 more functiondefs truncated ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport inspect\n\nimport numpy as np\n\nfrom pandas._libs import reduction as libreduction\nfrom pandas.util._decorators import cache_readonly\n\nfrom pandas.core.dtypes.common import (\ndef frame_apply(\n obj,\n func,\n axis=0,\n raw=False,\n result_type=None,\n ignore_failures=False,\n args=None,\n kwds=None,\n):\n \"\"\" construct and return a row or column based frame apply object \"\"\"\n\n\n Explanation: Add missing ']' bracket at line 91"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
d9f6bdae288edaa527af57b654eafa00cfa5047b
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- """ @date: 2021/5/16 下午10:22 @file: test_shufflenetv1.py @author: zj @description: """ import torch from zcls.config import cfg from zcls.config.key_word import KEY_OUTPUT from zcls.model.recognizers.build import build_recognizer def test_data(model): data = torch.randn(1, 3, 224, 224) outputs = model(data)[KEY_OUTPUT] print(outputs.shape) assert outputs.shape == (1, 1000) def test_shufflenet(): cfg.merge_from_file('configs/benchmarks/shufflenet/shufflenet_v1_3g2x_zcls_imagenet_224.yaml') print(cfg) model = build_recognizer(cfg, torch.device('cpu')) print(model) test_data(model) if __name__ == '__main__': test_shufflenet()
|
Functions: test_data, test_shufflenet This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 707
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n\"\"\"\n@date: 2021/5/16 \u4e0b\u534810:22\n@file: test_shufflenetv1.py\n@author: zj\n@description: \n\"\"\"\n\nimport torch\n\nfrom zcls.config import cfg\nfrom zcls.config.key_word import KEY_OUTPUT\nfrom zcls.model.recognizers.build import build_recognizer\n\n\ndef test_data(model):\n data = torch.randn(1, 3, 224, 224)\n outputs = model(data)[KEY_OUTPUT]\n print(outputs.shape)\n\n assert outputs.shape == (1, 1000)\n\n\ndef test_shufflenet():\n cfg.merge_from_file('configs/benchmarks/shufflenet/shufflenet_v1_3g2x_zcls_imagenet_224.yaml')\n print(cfg)\n model = build_recognizer(cfg, torch.device('cpu'))\n print(model)\n\n test_data(model)\n\n\nif __name__ == '__main__':\n test_shufflenet()"}, {"role": "assistant", "content": " Functions: test_data, test_shufflenet\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d9f7ffc0611459c276e6f9ae99c70b7e8ba1a1c3
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env pytest ############################################################################### # $Id$ # # Project: GDAL/OGR Test Suite # Purpose: Test /vsis3 # Author: Even Rouault <even dot rouault at spatialys dot com> # ############################################################################### # Copyright (c) 2015, Even Rouault <even dot rouault at spatialys dot com> # # 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 json import os.path import stat import sys from osgeo import gdal import gdaltest import webserver import pytest def open_for_read(uri): """ Opens a test file for reading. """ return gdal.VSIFOpenExL(uri, 'rb', 1) ############################################################################### def test_vsis3_init(): gdaltest.aws_vars = {} for var in ('AWS_SECRET_ACCESS_KEY', 'AWS_ACCESS_KEY_ID', 'AWS_TIMESTAMP', 'AWS_HTTPS', 'AWS_VIRTUAL_HOSTING', 'AWS_S3_ENDPOINT', 'AWS_REQUEST_PAYER', 'AWS_DEFAULT_REGION', 'AWS_DEFAULT_PROFILE', 'AWS_PROFILE', 'AWS_NO_SIGN_REQUEST'): gdaltest.aws_vars[var] = gdal.GetConfigOption(var) if gdaltest.aws_vars[var] is not None: gdal.SetConfigOption(var, "") # To avoid user AWS credentials in ~/.aws/credentials and ~/.aws/config # to mess up our tests gdal.SetConfigOption('CPL_AWS_CREDENTIALS_FILE', '') gdal.SetConfigOption('AWS_CONFIG_FILE', '') gdal.SetConfigOption('CPL_AWS_EC2_API_ROOT_URL', '') assert gdal.GetSignedURL('/vsis3/foo/bar') is None ############################################################################### # Test AWS_NO_SIGN_REQUEST=YES ... [91 more functiondefs truncated] ...
|
Functions: open_for_read, test_vsis3_init This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 2,773
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env pytest\n###############################################################################\n# $Id$\n#\n# Project: GDAL/OGR Test Suite\n# Purpose: Test /vsis3\n# Author: Even Rouault <even dot rouault at spatialys dot com>\n#\n###############################################################################\n# Copyright (c) 2015, Even Rouault <even dot rouault at spatialys dot com>\n#\n# Permission is hereby granted, free of charge, to any person obtaining a\n# copy of this software and associated documentation files (the \"Software\"),\n# to deal in the Software without restriction, including without limitation\n# the rights to use, copy, modify, merge, publish, distribute, sublicense,\n# and/or sell copies of the Software, and to permit persons to whom the\n# Software is furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included\n# in all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS\n# OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL\n# THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER\n# DEALINGS IN THE SOFTWARE.\n###############################################################################\n\nimport json\nimport os.path\nimport stat\nimport sys\nfrom osgeo import gdal\n\n\nimport gdaltest\nimport webserver\nimport pytest\n\n\ndef open_for_read(uri):\n \"\"\"\n Opens a test file for reading.\n \"\"\"\n return gdal.VSIFOpenExL(uri, 'rb', 1)\n\n###############################################################################\n\n\ndef test_vsis3_init():\n\n gdaltest.aws_vars = {}\n for var in ('AWS_SECRET_ACCESS_KEY', 'AWS_ACCESS_KEY_ID', 'AWS_TIMESTAMP', 'AWS_HTTPS', 'AWS_VIRTUAL_HOSTING', 'AWS_S3_ENDPOINT', 'AWS_REQUEST_PAYER', 'AWS_DEFAULT_REGION', 'AWS_DEFAULT_PROFILE', 'AWS_PROFILE', 'AWS_NO_SIGN_REQUEST'):\n gdaltest.aws_vars[var] = gdal.GetConfigOption(var)\n if gdaltest.aws_vars[var] is not None:\n gdal.SetConfigOption(var, \"\")\n\n # To avoid user AWS credentials in ~/.aws/credentials and ~/.aws/config\n # to mess up our tests\n gdal.SetConfigOption('CPL_AWS_CREDENTIALS_FILE', '')\n gdal.SetConfigOption('AWS_CONFIG_FILE', '')\n gdal.SetConfigOption('CPL_AWS_EC2_API_ROOT_URL', '')\n\n assert gdal.GetSignedURL('/vsis3/foo/bar') is None\n\n###############################################################################\n# Test AWS_NO_SIGN_REQUEST=YES\n\n\n\n ... [91 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: open_for_read, test_vsis3_init\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d9f8dcb19533a96faaad26bde1b0790a5c363c97
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import os.path from collections import Counter import pytest INPUT_TXT = os.path.join(os.path.dirname(__file__), 'input.txt') def compute(s: str) -> int: lines = s.splitlines() numbers = Counter(int(f) for f in lines[0].split(",")) for d in range(80): numbers2 = Counter({8: numbers[0], 6: numbers[0]}) for k, v in numbers.items(): if k >= 1: numbers2[k - 1] += v numbers = numbers2 return sum(numbers.values()) INPUT_S = '''\ 3,4,3,1,2 ''' EXPECTED = 5934 @pytest.mark.parametrize( ('input_s', 'expected'), ( (INPUT_S, EXPECTED), ), ) def test(input_s: str, expected: int) -> None: assert compute(input_s) == expected def main() -> int: with open(INPUT_TXT, "r") as f: print(compute(f.read())) return 0 if __name__ == '__main__': raise SystemExit(main())
|
Code Review: ❌ Critical issues: Unterminated string literal at line 22 ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 15 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 ✨ Improvements: Add closing quote at line 22 Add docstring to function 'compute' Remove debug print() at line 40 before production
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 3
| 0
| 882
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os.path\nfrom collections import Counter\n\nimport pytest\n\nINPUT_TXT = os.path.join(os.path.dirname(__file__), 'input.txt')\n\n\ndef compute(s: str) -> int:\n lines = s.splitlines()\n numbers = Counter(int(f) for f in lines[0].split(\",\"))\n\n for d in range(80):\n numbers2 = Counter({8: numbers[0], 6: numbers[0]})\n for k, v in numbers.items():\n if k >= 1:\n numbers2[k - 1] += v\n numbers = numbers2\n return sum(numbers.values())\n\n\nINPUT_S = '''\\\n3,4,3,1,2\n'''\nEXPECTED = 5934\n\n\n@pytest.mark.parametrize(\n ('input_s', 'expected'),\n (\n (INPUT_S, EXPECTED),\n ),\n)\ndef test(input_s: str, expected: int) -> None:\n assert compute(input_s) == expected\n\n\ndef main() -> int:\n with open(INPUT_TXT, \"r\") as f:\n print(compute(f.read()))\n\n return 0\n\n\nif __name__ == '__main__':\n raise SystemExit(main())"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 22\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 15\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n\n\u2728 Improvements:\n Add closing quote at line 22\n Add docstring to function 'compute'\n Remove debug print() at line 40 before production"}]
| false
| null | null | null |
d9f92ab910680bac296e7b003e06e2747df83ea4
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from selenium import webdriver browser = webdriver.Firefox() browser.get('http://localhost:8000' assert 'Django' in browser.title
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 4 - expected ')' • SyntaxError: '(' was never closed at line 4 Fixes: • Add closing ')' bracket • Review code syntax
|
beginner
|
testing
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 131
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom selenium import webdriver\n\nbrowser = webdriver.Firefox()\nbrowser.get('http://localhost:8000'\n\nassert 'Django' in browser.title"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 4 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 4\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
d9f9595b5ef66170be57096ea8261b3da13883ac
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python3 """ For the last column, print only the first character. Usage: $ printf "100,200\n0,\n" | python3 first_char_last_column.py Should print "100,2\n0," """ import csv from sys import stdin, stdout def main(): reader = csv.reader(stdin) writer = csv.writer(stdout) for row in reader: try: row[-1] = row[-1][0] except IndexError: # Python: Better to ask forgiveness than permission # Alternative: Look before you leap pass writer.writerow(row if __name__ == "__main__": main()
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 2 • Unclosed '(' at line 26 - expected ')' • Block at line 4 has no indented body Fixes: • Add closing quote at line 2 • Add closing ')' bracket • Review code syntax
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 596
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\"\"\"\nFor the last column, print only the first character.\nUsage:\n\n $ printf \"100,200\\n0,\\n\" | python3 first_char_last_column.py\n\nShould print \"100,2\\n0,\"\n\"\"\"\n\nimport csv\nfrom sys import stdin, stdout\n\n\ndef main():\n reader = csv.reader(stdin)\n writer = csv.writer(stdout)\n\n for row in reader:\n try:\n row[-1] = row[-1][0]\n except IndexError:\n # Python: Better to ask forgiveness than permission\n # Alternative: Look before you leap\n pass\n writer.writerow(row\n\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 2\n \u2022 Unclosed '(' at line 26 - expected ')'\n \u2022 Block at line 4 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 2\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
d9f9cd4e7a0b73e79eb71d2bdbfa755d69a9cc9d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from pathlib import Path root = Path(__file__).parent.absolute() import envo envo.add_source_roots([root]) from pathlib import Path from typing import Any, Dict, List, Optional, Tuple from envo import Env, Namespace, env_var, logger, run from env_comm import StickybeakCommEnv as ParentEnv p = Namespace("p") class StickybeakCiEnv(ParentEnv): class Meta(ParentEnv.Meta): stage: str = "ci" emoji: str = "⚙" load_env_vars = True class Environ(ParentEnv.Environ): pypi_username: Optional[str] = env_var(raw=True) pypi_password: Optional[str] = env_var(raw=True) e: Environ def init(self) -> None: super().init() @p.command def bootstrap(self, test_apps=True) -> None: super().bootstrap(test_apps) @p.command def test(self) -> None: run("pytest --reruns 2 -v tests") @p.command def build(self) -> None: run("poetry build") @p.command def publish(self) -> None: run(f'poetry publish --username "{self.e.pypi_username}" --password "{self.e.pypi_password}"', verbose=False) @p.command def rstcheck(self) -> None: pass # run("rstcheck README.rst | tee ./workspace/rstcheck.txt") @p.command def flake(self) -> None: pass # run("flake8 . | tee ./workspace/flake8.txt") @p.command def check_black(self) -> None: run("black --check .") @p.command def check_isort(self) -> None: run("black --check .") @p.command def mypy(self) -> None: pass run("mypy .") @p.command def generate_version(self) -> None: import toml config = toml.load(str(self.meta.root / "pyproject.toml")) version: str = config["tool"]["poetry"]["version"] version_file = self.meta.root / "stickybeak/__version__.py" Path(version_file).touch() version_file.write_text(f'__version__ = "{version}"\n') ThisEnv = StickybeakCiEnv
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • IndentationError at line 51 Fix: Fix indentation to match Python syntax rules
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 11
| 3
| 1,992
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom pathlib import Path\n\nroot = Path(__file__).parent.absolute()\n\nimport envo\n\nenvo.add_source_roots([root])\n\nfrom pathlib import Path\nfrom typing import Any, Dict, List, Optional, Tuple\n\nfrom envo import Env, Namespace, env_var, logger, run\n\nfrom env_comm import StickybeakCommEnv as ParentEnv\n\np = Namespace(\"p\")\n\n\nclass StickybeakCiEnv(ParentEnv):\n class Meta(ParentEnv.Meta):\n stage: str = \"ci\"\n emoji: str = \"\u2699\"\n load_env_vars = True\n\n class Environ(ParentEnv.Environ):\n pypi_username: Optional[str] = env_var(raw=True)\n pypi_password: Optional[str] = env_var(raw=True)\n\n e: Environ\n\n def init(self) -> None:\n super().init()\n\n @p.command\n def bootstrap(self, test_apps=True) -> None:\n super().bootstrap(test_apps)\n\n @p.command\n def test(self) -> None:\n run(\"pytest --reruns 2 -v tests\")\n\n @p.command\n def build(self) -> None:\n run(\"poetry build\")\n\n @p.command\n def publish(self) -> None:\n run(f'poetry publish --username \"{self.e.pypi_username}\" --password \"{self.e.pypi_password}\"', verbose=False)\n\n @p.command\ndef rstcheck(self) -> None:\n pass\n # run(\"rstcheck README.rst | tee ./workspace/rstcheck.txt\")\n\n @p.command\n def flake(self) -> None:\n pass\n # run(\"flake8 . | tee ./workspace/flake8.txt\")\n\n @p.command\n def check_black(self) -> None:\n run(\"black --check .\")\n\n @p.command\n def check_isort(self) -> None:\n run(\"black --check .\")\n\n @p.command\n def mypy(self) -> None:\n pass\n run(\"mypy .\")\n\n @p.command\n def generate_version(self) -> None:\n import toml\n\n config = toml.load(str(self.meta.root / \"pyproject.toml\"))\n version: str = config[\"tool\"][\"poetry\"][\"version\"]\n\n version_file = self.meta.root / \"stickybeak/__version__.py\"\n Path(version_file).touch()\n\n version_file.write_text(f'__version__ = \"{version}\"\\n')\n\n\nThisEnv = StickybeakCiEnv"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 IndentationError at line 51\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
d9fb744315858b3e553e097f0866c6de49262adf
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from __future__ import print_function import zmq import time ADDR='tcp://127.0.0.1:11155' ctx = zmq.Context() srv = ctx.soc Error: SyntaxError / EOF
|
Fixed Code: from __future__ import print_function import zmq import time ADDR='tcp://127.0.0.1:11155' ctx = zmq.Context() srv = ctx.socket(zmq.REP) srv.bind(ADDR) #srv.setsockopt(zmq.RCVTIMEO, 3000); while True: Explanation: Complete the truncated code structure
|
intermediate
|
general
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 125
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom __future__ import print_function\nimport zmq\nimport time\n\nADDR='tcp://127.0.0.1:11155'\n\nctx = zmq.Context()\nsrv = ctx.soc\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom __future__ import print_function\nimport zmq\nimport time\n\nADDR='tcp://127.0.0.1:11155'\n\nctx = zmq.Context()\nsrv = ctx.socket(zmq.REP)\nsrv.bind(ADDR)\n#srv.setsockopt(zmq.RCVTIMEO, 3000);\n\n\nwhile True:\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d9fb745b63e853aa5e221b1f87db67c0723efc2d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: def strip_target(node: Union[MypyFile, FuncItem, OverloadedFuncDef]) -> None: """Reset a fine-grained incremental target to state after semantic analysis pass 1. NOTE: Currently we opportunistically only reset changes that are known to otherwise cause trouble. """ visitor = NodeStripVisitor() if isinstance(node, MypyFile): visitor.strip_file_top_level(node) else: node.accept(visitor) class NodeStripVisitor(TraverserVisitor): def __init__(self) -> None: self.type = None # type: Optional[TypeInfo] self.names = None # type: Optional[SymbolTable] self.is_class_body = False # By default, process function definitions. If False, don't -- this is used for # processing module top levels. self.recurse_into_functions = True def strip_file_top_level(self, file_node: MypyFile) -> None: """Strip a module top-level (don't recursive into functions).""" self.names = file_node.names self.recurse_into_functions = False file_node.accept(self) def visit_class_def(self, node: ClassDef) -> None: """Strip class body and type info, but don't strip methods.""" node.info.type_vars = [] node.info.bases = [] node.info.abstract_attributes = [] node.info.mro = [] node.info.add_type_vars() node.info.tuple_type = None node.info.typeddict_type = None node.info._cache = set() node.info._cache_proper = set() node.base_type_exprs.extend(node.removed_base_type_exprs) node.removed_base_type_exprs = [] with self.enter_class(node.info): super().visit_class_def(node) def visit_func_def(self, node: FuncDef) -> None: if not self.recurse_into_functi return node.expanded = [] node.type = node.unanalyzed_type with self.enter_method(node.info) if node.info else nothing(): super().visit_func_def(node) def visit_decorator(self, node: Decorator) -> None: node.var.type = None for expr in node.decorators: expr.accept(self) if self.recurse_into_functions: node.func.accept(self) def visit_overloaded_func_def(self, node: OverloadedFuncDef) -> None: if not self.recurse_into_functions: return if node.impl: # Revert change made during semantic analysis pass 2. assert node.items[-1] is not node.impl node.items.append(node.impl) super().visit_overloaded_func_def(node) @contextlib.contextmanager ... [15 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 2 • Block at line 45 has no indented body Fixes: • Complete the expression on the last line • Add closing quote at line 2 • Fix indentation to match Python syntax rules
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advanced
|
testing
|
syntax_repair
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Pythoncode:Python
| 7
| 1
| 2,672
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\ndef strip_target(node: Union[MypyFile, FuncItem, OverloadedFuncDef]) -> None:\n \"\"\"Reset a fine-grained incremental target to state after semantic analysis pass 1.\n\n NOTE: Currently we opportunistically only reset changes that are known to otherwise\n cause trouble.\n \"\"\"\n visitor = NodeStripVisitor()\n if isinstance(node, MypyFile):\n visitor.strip_file_top_level(node)\n else:\n node.accept(visitor)\n\n\nclass NodeStripVisitor(TraverserVisitor):\n def __init__(self) -> None:\n self.type = None # type: Optional[TypeInfo]\n self.names = None # type: Optional[SymbolTable]\n self.is_class_body = False\n # By default, process function definitions. If False, don't -- this is used for\n # processing module top levels.\n self.recurse_into_functions = True\n\n def strip_file_top_level(self, file_node: MypyFile) -> None:\n \"\"\"Strip a module top-level (don't recursive into functions).\"\"\"\n self.names = file_node.names\n self.recurse_into_functions = False\n file_node.accept(self)\n\n def visit_class_def(self, node: ClassDef) -> None:\n \"\"\"Strip class body and type info, but don't strip methods.\"\"\"\n node.info.type_vars = []\n node.info.bases = []\n node.info.abstract_attributes = []\n node.info.mro = []\n node.info.add_type_vars()\n node.info.tuple_type = None\n node.info.typeddict_type = None\n node.info._cache = set()\n node.info._cache_proper = set()\n node.base_type_exprs.extend(node.removed_base_type_exprs)\n node.removed_base_type_exprs = []\n with self.enter_class(node.info):\n super().visit_class_def(node)\n\n def visit_func_def(self, node: FuncDef) -> None:\nif not self.recurse_into_functi\n return\n node.expanded = []\n node.type = node.unanalyzed_type\n with self.enter_method(node.info) if node.info else nothing():\n super().visit_func_def(node)\n\n def visit_decorator(self, node: Decorator) -> None:\n node.var.type = None\n for expr in node.decorators:\n expr.accept(self)\n if self.recurse_into_functions:\n node.func.accept(self)\n\n def visit_overloaded_func_def(self, node: OverloadedFuncDef) -> None:\n if not self.recurse_into_functions:\n return\n if node.impl:\n # Revert change made during semantic analysis pass 2.\n assert node.items[-1] is not node.impl\n node.items.append(node.impl)\n super().visit_overloaded_func_def(node)\n\n @contextlib.contextmanager\n\n ... [15 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 2\n \u2022 Block at line 45 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 2\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
d9fdf7b2da8d5e9203d4272f61f62e3af6000e66
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os import sys import shutil cwd_path = os.getcwd() sys.path.append(os.path.join(os.path.dirname(cwd_path), 'rt-thread', 'tools')) # BSP dist function def dist_do_building(BSP_ROOT, dist_dir): from mkdist import bsp_copy_files import rtconfig library_dir = os.path.join(dist_dir, 'libraries')
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Fix: Complete the function 'dist_do_building' body and add missing return
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 313
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport sys\nimport shutil\ncwd_path = os.getcwd()\nsys.path.append(os.path.join(os.path.dirname(cwd_path), 'rt-thread', 'tools'))\n\n# BSP dist function\ndef dist_do_building(BSP_ROOT, dist_dir):\n from mkdist import bsp_copy_files\n import rtconfig\n\n library_dir = os.path.join(dist_dir, 'libraries')"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Fix: Complete the function 'dist_do_building' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
d9fe5aa1f8632d451d56260ea6fb9079bd975a31
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2013-2021 Lawrence Livermore National Security, LLC and other # Spack Project Developers. See the top-level COPYRIGHT file for details. # # SPDX-License-Identifier: (Apache-2.0 OR MIT) class MultiMethodMeta(type): """This allows us to track the class's dict during instantiation.""" #: saved dictionary of attrs on the class being constructed _locals = None @classmethod def __prepare__(cls, name, bases, **kwargs): """Save the dictionary that will be used for the class namespace.""" MultiMethodMeta._locals = dict() return MultiMethodMeta._locals def __init__(cls, name, bases, attr_dict): """Clear out the cached locals dict once the class is built.""" MultiMethodMeta._locals = None super(MultiMethodMeta, cls).__init__(name, bases, attr_dict) class SpecMultiMethod(object): """This implements a multi-method for Spack specs. Packages are instantiated with a particular spec, and you may want to execute different versions of methods based on what the spec looks like. For example, you might want to call a different version of install() for one platform than you call on another. The SpecMultiMethod class implements a callable object that handles method dispatch. When it is called, it looks through registered methods and their associated specs, and it tries to find one that matches the package's spec. If it finds one (and only one), it will call that method. This is intended for use with decorators (see below). The
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 7 • SyntaxError: unterminated triple-quoted string literal (detected at line 37) at line 25 Fix: Complete the truncated code structure
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advanced
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testing
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error_detection
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Pythoncode:Python
| 4
| 2
| 1,597
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2013-2021 Lawrence Livermore National Security, LLC and other\n# Spack Project Developers. See the top-level COPYRIGHT file for details.\n#\n# SPDX-License-Identifier: (Apache-2.0 OR MIT)\n\nclass MultiMethodMeta(type):\n \"\"\"This allows us to track the class's dict during instantiation.\"\"\"\n\n #: saved dictionary of attrs on the class being constructed\n _locals = None\n\n @classmethod\n def __prepare__(cls, name, bases, **kwargs):\n \"\"\"Save the dictionary that will be used for the class namespace.\"\"\"\n MultiMethodMeta._locals = dict()\n return MultiMethodMeta._locals\n\n def __init__(cls, name, bases, attr_dict):\n \"\"\"Clear out the cached locals dict once the class is built.\"\"\"\n MultiMethodMeta._locals = None\n super(MultiMethodMeta, cls).__init__(name, bases, attr_dict)\n\n\nclass SpecMultiMethod(object):\n \"\"\"This implements a multi-method for Spack specs. Packages are\n instantiated with a particular spec, and you may want to\n execute different versions of methods based on what the spec\n looks like. For example, you might want to call a different\n version of install() for one platform than you call on another.\n\n The SpecMultiMethod class implements a callable object that\n handles method dispatch. When it is called, it looks through\n registered methods and their associated specs, and it tries\n to find one that matches the package's spec. If it finds one\n (and only one), it will call that method.\n\n This is intended for use with decorators (see below). The"}, {"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 7\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 37) at line 25\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d9fe6882b9e62ad1b9764fdded272caab1b5cf79
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright (c) 2009 The Chromium Authors. All rights reserved. # Use of this source code is governed by a BSD-style license that can be # found in the LICENSE file.
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
beginner
|
general
|
debugging
|
Pythoncode:Python
| 0
| 0
| 166
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright (c) 2009 The Chromium Authors. All rights reserved.\n# Use of this source code is governed by a BSD-style license that can be\n# found in the LICENSE file."}, {"role": "assistant", "content": " Code analysis results:\n\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
d9fe73cee8f0ad5d98f81eb365b256cba7970cbe
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # def mul(a): # return lambda b:b*a # singler = mul(1) # addition = lambda b:b*1 # doubler = mul(2) # addition = lambda b:b*2 # tripler = mul(3) # addition = lambda b:b*3 # print(doubler(7)) # 7*2 = 14 # print(tripler(7)) # 7*3 = 21 # print(singler(7)) # 7*1 = 7 class Student: def __init__(self, fname): self.fname = fname def greet(self, fname): return f"Hello, {fname}" class BatchA(Student): def __init__(self, lname): self.lname = lname #Student.__init__(self, "Nikunj") super().__init__("Nikunj") def printName(self): return f"{self.fname} {self.lname}" # Complete this line print(stud.printName()) rgb(255, 255, 255) # White rgb(255, 0, 0) # Red rgb(0, 0, 0) # Black rgb(0, 255, 255) # Cyan rgb(255, 255, 0) # Yellow #00ff00 //green #1e90ff //dodgerblue
|
The missing line is: stud = BatchA("Thakor")
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advanced
|
oop
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 2
| 834
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# def mul(a):\n# \treturn lambda b:b*a\n\n# singler = mul(1) # addition = lambda b:b*1\n# doubler = mul(2) # addition = lambda b:b*2\n# tripler = mul(3) # addition = lambda b:b*3\n\n# print(doubler(7)) # 7*2 = 14\n# print(tripler(7)) # 7*3 = 21\n# print(singler(7)) # 7*1 = 7\n\nclass Student:\n\tdef __init__(self, fname):\n\t\tself.fname = fname\n\tdef greet(self, fname):\n\t\treturn f\"Hello, {fname}\"\n\nclass BatchA(Student):\n\tdef __init__(self, lname):\n\t\tself.lname = lname\n\t\t#Student.__init__(self, \"Nikunj\")\n\t\tsuper().__init__(\"Nikunj\")\n\tdef printName(self):\n\t\treturn f\"{self.fname} {self.lname}\"\n\n\n # Complete this line\nprint(stud.printName())\n\n\n\n\n\n\n\n\n\n\nrgb(255, 255, 255) # White\nrgb(255, 0, 0) # Red\nrgb(0, 0, 0) # Black\nrgb(0, 255, 255) # Cyan\nrgb(255, 255, 0) # Yellow\n\n\n#00ff00 //green\n#1e90ff //dodgerblue"}, {"role": "assistant", "content": "The missing line is:\nstud = BatchA(\"Thakor\")"}]
| false
| null | null | null |
d9ff0e5cd63921d7a1a7f3f682d268671ab38688
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: def resource_path(relative_path): """ Get absolute path to resource, works for dev and for PyInstaller """ base_path = getattr(sys, '_MEIPASS', Path(__file__).resolve().parent) return base_path / Path(relative_path) CORNER_DIR = resource_path("input/1_diaries_to_create/resources") LOGO_PATH = resource_path(CORNER_DIR / Path("logo.png")) DEFAULT_FONT = resource_path(CORNER_DIR / Path('FreeSansLocal.ttf')) CREATED_DIARIES_DIR = resource_path("output/created_diaries/") ############################################################# ############################################################# ############################################################# ##### Algorithm to convert A4 pages into an A5 booklet ###### ############################################################# ############################################################# ############################################################# ## Adapted from the work by Luke Plant, https://bitbucket.org/spookylukey/booklet-maker/src class Sheet(object): '''A4 Sheets''' def __init__(self): self.front = PrintPage() self.back = PrintPage() class PrintPage(object): '''A4 page with containers for A4 pages''' def __init__(self): self.left = PageContainer() self.right = PageContainer() class PageContainer(object): '''A5 containers''' def __init__(self): self.page = None def build_booklet(pages): ''' Build booklet ''' # Double sized page, with double-sided printing, fits 4 of the original. sheet_count = int(math.ceil(len(pages) / 4.0)) booklet = [Sheet() for i in range(0, sheet_count)] # Assign input pages to sheets # This is the core algo. To understand it: # * pick up 3 A4 sheets, landscape # * number the sheets from 1 to 3, starting with bottom one # * fold the stack in the middle to form an A5 booklet # * work out what order you need to use the front left, # front right, back left and back right sides. def containers(): '''Yields parts of the booklet in the order they should be used.''' for sheet in booklet: yield sheet.back.right yield sheet.front.left for sheet in reversed(booklet): yield sheet.front.right yield sheet.back.left for container, page in zip(containers(), pages): container.page = page return booklet def add_double_page(writer, page_size, print_page): ''' Adds a double page ''' width, height = page_size page = writer.insertBlankPage(width=width, height=height, index=writer.getNumPages()) # Merge the left page l_page = print_page.left.page if l_page is not None: page.mergePage(l_page) # Merge the right page with translation r_page = print_page.right.page if r_page is not None: page.mergeTranslatedPage(r_page, width / 2, 0) ... [6 more functiondefs truncated] ...
|
Functions: resource_path, __init__, __init__, __init__, build_booklet Classes: Sheet, PrintPage, PageContainer This code demonstrates Pythoncode:Python programming.
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advanced
|
api
|
code_explanation
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Pythoncode:Python
| 7
| 3
| 2,963
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\ndef resource_path(relative_path):\n \"\"\" Get absolute path to resource, works for dev and for PyInstaller \"\"\"\n base_path = getattr(sys, '_MEIPASS', Path(__file__).resolve().parent)\n return base_path / Path(relative_path)\n\nCORNER_DIR = resource_path(\"input/1_diaries_to_create/resources\")\nLOGO_PATH = resource_path(CORNER_DIR / Path(\"logo.png\"))\nDEFAULT_FONT = resource_path(CORNER_DIR / Path('FreeSansLocal.ttf'))\nCREATED_DIARIES_DIR = resource_path(\"output/created_diaries/\")\n\n#############################################################\n#############################################################\n#############################################################\n##### Algorithm to convert A4 pages into an A5 booklet ######\n#############################################################\n#############################################################\n#############################################################\n## Adapted from the work by Luke Plant, https://bitbucket.org/spookylukey/booklet-maker/src\n\nclass Sheet(object):\n '''A4 Sheets'''\n def __init__(self):\n self.front = PrintPage()\n self.back = PrintPage()\n\n\nclass PrintPage(object):\n '''A4 page with containers for A4 pages'''\n def __init__(self):\n self.left = PageContainer()\n self.right = PageContainer()\n\n\nclass PageContainer(object):\n '''A5 containers'''\n def __init__(self):\n self.page = None\n\n\ndef build_booklet(pages):\n ''' Build booklet '''\n # Double sized page, with double-sided printing, fits 4 of the original.\n sheet_count = int(math.ceil(len(pages) / 4.0))\n\n booklet = [Sheet() for i in range(0, sheet_count)]\n\n # Assign input pages to sheets\n\n # This is the core algo. To understand it:\n # * pick up 3 A4 sheets, landscape\n # * number the sheets from 1 to 3, starting with bottom one\n # * fold the stack in the middle to form an A5 booklet\n # * work out what order you need to use the front left,\n # front right, back left and back right sides.\n\n def containers():\n '''Yields parts of the booklet in the order they should be used.'''\n for sheet in booklet:\n yield sheet.back.right\n yield sheet.front.left\n\n for sheet in reversed(booklet):\n yield sheet.front.right\n yield sheet.back.left\n\n for container, page in zip(containers(), pages):\n container.page = page\n\n return booklet\n\n\ndef add_double_page(writer, page_size, print_page):\n ''' Adds a double page '''\n width, height = page_size\n page = writer.insertBlankPage(width=width, height=height, index=writer.getNumPages())\n\n # Merge the left page\n l_page = print_page.left.page\n if l_page is not None:\n page.mergePage(l_page)\n\n # Merge the right page with translation\n r_page = print_page.right.page\n if r_page is not None:\n page.mergeTranslatedPage(r_page, width / 2, 0)\n\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: resource_path, __init__, __init__, __init__, build_booklet\n Classes: Sheet, PrintPage, PageContainer\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a00049d0a23118a6b45ced9a50bf455984aaa3c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python import urllib2 import httplib from urlparse import urlparse import csv from wextractor.extractors.extractor import Extractor class CsvExtractor(Extractor): def __init__(self, target, header=None, dtypes=None, url=None): ''' CsvExtractor initializes with an optional url flag that tells the extractor whether or not the resource is local or remote so that it can be loaded accordingly ''' super(CsvExtractor, self).__init__(target, header, dtypes) if url is None: self.url = self.detect_url(target) elif type(url) != bool: raise TypeError('url kwarg must be of type bool') else: self.url = url def detect_url(self, target): # see: http://stackoverflow.com/questions/2924422/how-do-i-determine-if-a-web-page-exists-with-shell-scripting # and http://stackoverflow.com/questions/1140661/python-get-http-response-code-from-a-url # for additional information good_codes = [httplib.OK, httplib.FOUND, httplib.MOVED_PERMANENTLY] # check to see if we have a scheme in the url, and append one if not parsed_target = urlparse(target) if bool(parsed_target.scheme) is False: ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: target = 'http://' + target host, path = urlparse(target)[1:3] try: conn = httplib.HTTPConnection(host) conn.request("HEAD", path)
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advanced
|
api
|
incomplete_code
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Pythoncode:Python
| 3
| 1
| 1,261
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport urllib2\nimport httplib\nfrom urlparse import urlparse\nimport csv\n\nfrom wextractor.extractors.extractor import Extractor\n\nclass CsvExtractor(Extractor):\n def __init__(self, target, header=None, dtypes=None, url=None):\n '''\n CsvExtractor initializes with an optional url flag that tells\n the extractor whether or not the resource is local or remote so\n that it can be loaded accordingly\n '''\n super(CsvExtractor, self).__init__(target, header, dtypes)\n\n if url is None:\n self.url = self.detect_url(target)\n elif type(url) != bool:\n raise TypeError('url kwarg must be of type bool')\n else:\n self.url = url\n\n def detect_url(self, target):\n # see: http://stackoverflow.com/questions/2924422/how-do-i-determine-if-a-web-page-exists-with-shell-scripting\n # and http://stackoverflow.com/questions/1140661/python-get-http-response-code-from-a-url\n # for additional information\n good_codes = [httplib.OK, httplib.FOUND, httplib.MOVED_PERMANENTLY]\n # check to see if we have a scheme in the url, and append one if not\n parsed_target = urlparse(target)\n if bool(parsed_target.scheme) is False:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n target = 'http://' + target\n host, path = urlparse(target)[1:3]\n try:\n conn = httplib.HTTPConnection(host)\n conn.request(\"HEAD\", path)"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
8a009f467895ff4a7817d2ca2bfbdacdd183cb58
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python # Copyright 2014-2019 The PySCF Developers. 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. def to_berny_geom(mol, include_ghost=INCLUDE_GHOST): atom_charges = mol.atom_charges() if include_ghost: # Symbol Ghost is not supported in current version of pyberny #species = [mol.atom_symbol(i) if z != 0 else 'Ghost' # for i,z in enumerate(atom_charges)] species = [mol.atom_symbol(i) if z != 0 else 'H' for i,z in enumerate(atom_charges)] coords = mol.atom_coords() * lib.param.BOHR else: atmlst = numpy.where(atom_charges != 0)[0] # Exclude ghost atoms species = [mol.atom_symbol(i) for i in atmlst] coords = mol.atom_coords()[atmlst] * lib.param.BOHR # geomlib.Geometry is available in the new version of pyberny solver. (issue #212) if getattr(geomlib, 'Geometry', None): return geomlib.Geometry(species, coords) else: return geomlib.Molecule(species, coords) def _geom_to_atom(mol, geom, include_ghost):
|
coords = geom.coords if include_ghost: atom_coords = coords / lib.param.BOHR else: atmlst = numpy.where(mol.atom_charges() != 0)[0] atom_coords = mol.atom_coords() atom_coords[atmlst] = coords / lib.param.BOHR return atom_coords def to_berny_log(pyscf_log): '''Adapter to allow pyberny to use pyscf.logger ''' class PyscfHandler(logging.Handler): def emit(self, record): pyscf_log.info(record.getMessage()) log = logging.getLogger('{}.{}'.format(__name__, id(pyscf_log))) log.addHandler(PyscfHandler()) log.setLevel('INFO') return log ... [7 more functiondefs truncated] ...
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advanced
|
api
|
code_completion
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Pythoncode:Python
| 4
| 1
| 2,265
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n# Copyright 2014-2019 The PySCF Developers. 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\ndef to_berny_geom(mol, include_ghost=INCLUDE_GHOST):\n atom_charges = mol.atom_charges()\n if include_ghost:\n # Symbol Ghost is not supported in current version of pyberny\n #species = [mol.atom_symbol(i) if z != 0 else 'Ghost'\n # for i,z in enumerate(atom_charges)]\n species = [mol.atom_symbol(i) if z != 0 else 'H'\n for i,z in enumerate(atom_charges)]\n coords = mol.atom_coords() * lib.param.BOHR\n else:\n atmlst = numpy.where(atom_charges != 0)[0] # Exclude ghost atoms\n species = [mol.atom_symbol(i) for i in atmlst]\n coords = mol.atom_coords()[atmlst] * lib.param.BOHR\n\n # geomlib.Geometry is available in the new version of pyberny solver. (issue #212)\n if getattr(geomlib, 'Geometry', None):\n return geomlib.Geometry(species, coords)\n else:\n return geomlib.Molecule(species, coords)\n\ndef _geom_to_atom(mol, geom, include_ghost):"}, {"role": "assistant", "content": "\n coords = geom.coords\n if include_ghost:\n atom_coords = coords / lib.param.BOHR\n else:\n atmlst = numpy.where(mol.atom_charges() != 0)[0]\n atom_coords = mol.atom_coords()\n atom_coords[atmlst] = coords / lib.param.BOHR\n return atom_coords\n\ndef to_berny_log(pyscf_log):\n '''Adapter to allow pyberny to use pyscf.logger\n '''\n class PyscfHandler(logging.Handler):\n def emit(self, record):\n pyscf_log.info(record.getMessage())\n\n log = logging.getLogger('{}.{}'.format(__name__, id(pyscf_log)))\n log.addHandler(PyscfHandler())\n log.setLevel('INFO')\n return log\n\n\n\n ... [7 more functiondefs truncated] ..."}]
| false
| null | null | null |
8a01b2b39f8bda22480b43b79a5034c95f31f8f0
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright (c) 2017-2018 {Flair Inc.} WESLEY PENG # # 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 taf.foundation.utils import ConnectionCache class AUT(object): cache = None current = None def __init__( self, name=None, identifier=None, **kwargs ): if not AUT.cache: AUT.cache = ConnectionCache(identifier) self.id = self.cache.register( self._create_instance(name, **kwargs), identifier ) AUT.current = self @staticmethod def launch(app_location, **kwargs): raise NotImplementedError( 'Launch application' ) def activate(self): if self.id != self.cache.current_key: self.cache.current_key = self.id
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Add body to If block or use 'pass' statement
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 7
| 1
| 1,299
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright (c) 2017-2018 {Flair Inc.} WESLEY PENG\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 taf.foundation.utils import ConnectionCache\n\n\nclass AUT(object):\n cache = None\n current = None\n\n def __init__(\n self,\n name=None,\n identifier=None,\n **kwargs\n ):\n if not AUT.cache:\n AUT.cache = ConnectionCache(identifier)\n\n self.id = self.cache.register(\n self._create_instance(name, **kwargs),\n identifier\n )\n\n AUT.current = self\n\n @staticmethod\n def launch(app_location, **kwargs):\n raise NotImplementedError(\n 'Launch application'\n )\n\n def activate(self):\n if self.id != self.cache.current_key:\n self.cache.current_key = self.id"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
8a01ccf4f5933cd1046863655e9835118928c6fc
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import crypto_tools from itertools import cycle def vigenere_little_doc(): return "encrypt/decrypt using vigenere cypher" def vigenere_full_doc(): return """ Advanced caesar we change dict on each char """ def vigenere_str_to_list(string, vigenere_dict): result = list() for char in string: try: result.append(vigenere_dict.index(char)) except ValueError: err_msg = f"There is no {key[inx + 1]} in alphabet" raise ValueError(err_msg) return result def vigenere_processing(data, key, lang, encrypt): vigenere_dict = crypto_tools.get_param_json_data("alphabets.json", lang) num_data = vigenere_str_to_list(data, vigenere_dict) num_key = vigenere_str_to_list(key, vigenere_dict) dict_size = len(vigenere_dict) num_key = cycle(num_key) if (encrypt == "encrypt"): num_result = [(a + b) % dict_size for a, b in zip(num_data, num_key)] else: num_result = [ (a + dict_size - b) % dict_size for a, b in zip(num_data, num_key) ] result_str = "" for val in num_result: result_str += vigenere_dict[val] return result_str @crypto_tools.file_manipulation() def vigenere(data): lang = crypto_tools.cterm('input', 'Data language: ', 'ans') key = crypto_tools.cterm('input', 'Enter key(str): ', 'ans') encrypt = crypto_tools.cterm('input', 'You want encrypt or decrypt: ', 'ans') if encrypt != "encrypt" and encrypt != "decrypt": raise ValueError("Incorrect action") data = crypto_tools.utf_decoder(data) return vigenere_processing(data, key, lang, encrypt) vigenere.little_doc = vigenere_little_doc vigenere.full_doc = vigenere_full_doc
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 21 Buggy code: err_msg = f"There is no {key[inx + 1]} in alphabet" Should be: err_msg = f"There is no {key[inx]} in alphabet" Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
intermediate
|
machine_learning
|
logical_errors
|
Pythoncode:Python
| 5
| 0
| 1,762
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport crypto_tools\nfrom itertools import cycle\n\n\ndef vigenere_little_doc():\n return \"encrypt/decrypt using vigenere cypher\"\n\n\ndef vigenere_full_doc():\n return \"\"\"\n Advanced caesar we change dict on each char\n \"\"\"\n\n\ndef vigenere_str_to_list(string, vigenere_dict):\n result = list()\n for char in string:\n try:\n result.append(vigenere_dict.index(char))\n except ValueError:\n err_msg = f\"There is no {key[inx + 1]} in alphabet\"\n raise ValueError(err_msg)\n return result\n\n\ndef vigenere_processing(data, key, lang, encrypt):\n vigenere_dict = crypto_tools.get_param_json_data(\"alphabets.json\", lang)\n num_data = vigenere_str_to_list(data, vigenere_dict)\n num_key = vigenere_str_to_list(key, vigenere_dict)\n dict_size = len(vigenere_dict)\n num_key = cycle(num_key)\n if (encrypt == \"encrypt\"):\n num_result = [(a + b) % dict_size for a, b in zip(num_data, num_key)]\n else:\n num_result = [\n (a + dict_size - b) % dict_size for a, b in zip(num_data, num_key)\n ]\n result_str = \"\"\n for val in num_result:\n result_str += vigenere_dict[val]\n return result_str\n\n\n@crypto_tools.file_manipulation()\ndef vigenere(data):\n lang = crypto_tools.cterm('input', 'Data language: ', 'ans')\n key = crypto_tools.cterm('input', 'Enter key(str): ', 'ans')\n encrypt = crypto_tools.cterm('input',\n 'You want encrypt or decrypt: ', 'ans')\n if encrypt != \"encrypt\" and encrypt != \"decrypt\":\n raise ValueError(\"Incorrect action\")\n data = crypto_tools.utf_decoder(data)\n return vigenere_processing(data, key, lang, encrypt)\n\n\nvigenere.little_doc = vigenere_little_doc\nvigenere.full_doc = vigenere_full_doc"}, {"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 21\n\n Buggy code:\n err_msg = f\"There is no {key[inx + 1]} in alphabet\"\n\n Should be:\n err_msg = f\"There is no {key[inx]} in alphabet\"\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
|
8a02d8606a3a24d720ef5682953d80e75a8dcabc
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: class HelperContextMixin(object): def get_root_context(self): context = self while True: if context.parent_context is None: return context context = context.parent_context @classmethod @evaluator_as_method_param_cache() def create_cached(cls, *args, **kwargs): return cls(*args, **kwargs) def execute(self, arguments): return self.evaluator.execute(self, arguments=arguments) def execute_evaluated(self, *value_list): from jedi.evaluate.arguments import ValuesArguments arguments = ValuesArguments([ContextSet([value]) for value in value_list]) return self.evaluator.execute(self, arguments) def execute_annotation(self): return self.execute_evaluated() def gather_annotation_classes(self): return ContextSet([self]) def merge_types_of_iterate(self, contextualized_node=None, is_async=False): return ContextSet.from_sets( lazy_context.infer() for lazy_context in self.iterate(contextualized_node, is_async) ) def py__getattribute__(self, name_or_str, name_context=None, position=None, search_global=False, is_goto=False, analysis_errors=True): """ :param position: Position of the last statement -> tuple of line, column """ if name_context is None: name_context = self from jedi.evaluate import finder f = finder.NameFinder(self.evaluator, self, name_context, name_or_str, ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: position, analysis_errors=analysis_errors) filters = f.get_filters(search_global) if is_goto: return f.filter_name(filters) return f.find(filters, attribute_lookup=not search_global)
|
advanced
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 11
| 1
| 1,586
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass HelperContextMixin(object):\n def get_root_context(self):\n context = self\n while True:\n if context.parent_context is None:\n return context\n context = context.parent_context\n\n @classmethod\n @evaluator_as_method_param_cache()\n def create_cached(cls, *args, **kwargs):\n return cls(*args, **kwargs)\n\n def execute(self, arguments):\n return self.evaluator.execute(self, arguments=arguments)\n\n def execute_evaluated(self, *value_list):\n from jedi.evaluate.arguments import ValuesArguments\n arguments = ValuesArguments([ContextSet([value]) for value in value_list])\n return self.evaluator.execute(self, arguments)\n\n def execute_annotation(self):\n return self.execute_evaluated()\n\n def gather_annotation_classes(self):\n return ContextSet([self])\n\n def merge_types_of_iterate(self, contextualized_node=None, is_async=False):\n return ContextSet.from_sets(\n lazy_context.infer()\n for lazy_context in self.iterate(contextualized_node, is_async)\n )\n\n def py__getattribute__(self, name_or_str, name_context=None, position=None,\n search_global=False, is_goto=False,\n analysis_errors=True):\n \"\"\"\n :param position: Position of the last statement -> tuple of line, column\n \"\"\"\n if name_context is None:\n name_context = self\n from jedi.evaluate import finder\n f = finder.NameFinder(self.evaluator, self, name_context, name_or_str,\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 position, analysis_errors=analysis_errors)\n filters = f.get_filters(search_global)\n if is_goto:\n return f.filter_name(filters)\n return f.find(filters, attribute_lookup=not search_global)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a03248b6fead646cb68e7a6a935435de664969c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from typing import Tuple import click from .cmd import KiwiCommandType, KiwiCommand from .decorators import kiwi_command from ..executable import COMPOSE_EXE from ..instance import Instance from ..project import Project @click.argument( "compose_args", metavar="[ARG]...", nargs=-1, ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: @click.argument( "compose_cmd", metavar="COMMAND", ) @kiwi_command(
|
advanced
|
oop
|
incomplete_code
|
Pythoncode:Python
| 1
| 1
| 299
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom typing import Tuple\n\nimport click\n\nfrom .cmd import KiwiCommandType, KiwiCommand\nfrom .decorators import kiwi_command\nfrom ..executable import COMPOSE_EXE\nfrom ..instance import Instance\nfrom ..project import Project\n\n\n@click.argument(\n \"compose_args\",\n metavar=\"[ARG]...\",\n nargs=-1,\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n@click.argument(\n \"compose_cmd\",\n metavar=\"COMMAND\",\n)\n@kiwi_command("}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a036923cf292987a326de518f02ae1d70e60da4
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class MyError(Exception): pass class PropertyContainer(object): def __init__(self): self.props = {} def set_property(self, prop, value): self.props[prop] = value def get_property(self, prop): return self.props.get(prop) def has_property(self, prop): return prop in self.props class Node(PropertyContainer): pass class Edge(PropertyContainer): def __init__(self, node1, node2): super().__init__() self.node1 = node1 self.node2 = node2 class Network(object): NAME_PROP = "name" # NAME_PROP is an optional string property FRIEND_PROP = "friend" # FRIEND_PROP is an optional boolean property def __init__(self): self.nodes = set() self.edges = set() def create_person(self): node = Node()
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 9
| 5
| 862
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass MyError(Exception):\n pass\n\n\nclass PropertyContainer(object):\n def __init__(self):\n self.props = {}\n \n def set_property(self, prop, value):\n self.props[prop] = value\n \n def get_property(self, prop):\n return self.props.get(prop)\n \n def has_property(self, prop):\n return prop in self.props\n\n\nclass Node(PropertyContainer):\n pass\n\n\nclass Edge(PropertyContainer):\n def __init__(self, node1, node2):\n super().__init__()\n self.node1 = node1\n self.node2 = node2\n\n\nclass Network(object):\n NAME_PROP = \"name\" # NAME_PROP is an optional string property\n FRIEND_PROP = \"friend\" # FRIEND_PROP is an optional boolean property\n\n \n def __init__(self):\n self.nodes = set()\n self.edges = set()\n \n def create_person(self):\n node = Node()"}, {"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
|
8a036ee66041ffdf97db3dd3911676a6d37fc888
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from itertools import groupby class Solution: def countAndSay(self, n): def gen(s): return "".join(str(len(list(g))) + k for k, g in groupby(s)) s, i = "1", 1 while i < n: s = gen(s) i += 1 return s
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
oop
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 274
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom itertools import groupby\n\n\nclass Solution:\n def countAndSay(self, n):\n def gen(s):\n return \"\".join(str(len(list(g))) + k for k, g in groupby(s))\n\n s, i = \"1\", 1\n while i < n:\n s = gen(s)\n i += 1\n return s"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8a040db174b4e066ad1fcf13a9fc64667e2a81e2
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding: UTF-8 -*- # !/usr/bin/python # @time :2019/5/10 9:13 # @author :Mo # @function :path of FeatureProject import pathlib import sys import os # base dir projectdir = str(pathlib.Path(os.path.abspath(__file__)).parent.parent) sys.path.append(projectdir) # path of BERT model model_dir = projectdir + '/Data/chinese_L-12_H-768_A-12' config_name = model_dir + '/bert_config.json' ckpt_name = model_dir + '/bert_model.ckpt' vocab_file = model_dir + '/vocab.txt' # gpu使用率 gpu_memory_fraction = 0.32 # 默认取倒数第二层的输出值作为句向量 layer_indexes = [-2] # 序列的最大程度 max_seq_len = 32
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 9 Unexpected indentation at line 14
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 0
| 0
| 609
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: UTF-8 -*-\r\n# !/usr/bin/python\r\n# @time :2019/5/10 9:13\r\n# @author :Mo\r\n# @function :path of FeatureProject\r\nimport pathlib\r\nimport sys\r\nimport os\r\n\r\n\r\n# base dir\r\nprojectdir = str(pathlib.Path(os.path.abspath(__file__)).parent.parent)\r\nsys.path.append(projectdir)\r\n\r\n\r\n# path of BERT model\r\nmodel_dir = projectdir + '/Data/chinese_L-12_H-768_A-12'\r\nconfig_name = model_dir + '/bert_config.json'\r\nckpt_name = model_dir + '/bert_model.ckpt'\r\nvocab_file = model_dir + '/vocab.txt'\r\n# gpu\u4f7f\u7528\u7387\r\ngpu_memory_fraction = 0.32\r\n# \u9ed8\u8ba4\u53d6\u5012\u6570\u7b2c\u4e8c\u5c42\u7684\u8f93\u51fa\u503c\u4f5c\u4e3a\u53e5\u5411\u91cf\r\nlayer_indexes = [-2]\r\n# \u5e8f\u5217\u7684\u6700\u5927\u7a0b\u5ea6\r\nmax_seq_len = 32"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 9\n Unexpected indentation at line 14"}]
| false
| null | null | null |
8a045d9a56c4a8715b77c0b2cd2d5ff977fa98ed
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """Test for .prep.read module """ from hidrokit.prep import read import numpy as np import pandas as pd A = pd.DataFrame( data=[ [1, 3, 4, np.nan, 2, np.nan], [np.nan, 2, 3, np.nan, 1, 4], [2, np.nan, 1, 3, 4, np.nan] ],
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 1 • Unclosed '(' at line 8 - expected ')' • SyntaxError: '(' was never closed at line 8 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 254
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"Test for .prep.read module\n\"\"\"\n\nfrom hidrokit.prep import read\nimport numpy as np\nimport pandas as pd\n\nA = pd.DataFrame(\n data=[\n [1, 3, 4, np.nan, 2, np.nan],\n [np.nan, 2, 3, np.nan, 1, 4],\n [2, np.nan, 1, 3, 4, np.nan]\n ],"}, {"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 1\n \u2022 Unclosed '(' at line 8 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 8\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a047a8d5dd4c7ba8745cc48738110ca5fef1d2f
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from flasgger import swag_from from app.blueprints.base_blueprint import Blueprint, BaseBlueprint, request, Security, Auth from app.controllers.department_controller import DepartmentController url_prefix = '{}/departments'.format(BaseBlueprint.base_url_prefix) department_blueprint = Blueprint('department', __name__, url_prefix=url_prefix) department_controller = DepartmentController(request) @department_blueprint.route('/', methods=['GET']) @Auth.has_permission('view_department') @swag_from('documentation/get_all_departments.yml') def list_departments(): return department_controller.list_departments() @department_blueprint.route('/<int:department_id>', methods=['GET']) @Auth.has_permission('view_department') @swag_from('documentation/get_single_department.yml') def get_department(department_id): return department_controller.get_department(department_id) @department_blueprint.route('/', methods=['POST']) @Auth.has_role('admin') @Security.validator(['name|required:ifExists_Department_name', 'description|required'])
|
@swag_from('documentation/create_department.yml') def create_department(): return department_controller.create_department() @department_blueprint.route('/<int:department_id>', methods=['DELETE']) @Auth.has_role('admin') @swag_from('documentation/delete_department.yml') def delete_department(department_id): return department_controller.delete_department(department_id) @department_blueprint.route('/<int:department_id>', methods=['PATCH']) @Auth.has_role('admin') @Security.validator(['name|optional', 'description|optional']) @swag_from('documentation/update_department.yml') def update_department(department_id): return department_controller.update_department(department_id)
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 5
| 0
| 1,721
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom flasgger import swag_from\n\nfrom app.blueprints.base_blueprint import Blueprint, BaseBlueprint, request, Security, Auth\nfrom app.controllers.department_controller import DepartmentController\n\nurl_prefix = '{}/departments'.format(BaseBlueprint.base_url_prefix)\ndepartment_blueprint = Blueprint('department', __name__, url_prefix=url_prefix)\ndepartment_controller = DepartmentController(request)\n\t\n@department_blueprint.route('/', methods=['GET'])\n@Auth.has_permission('view_department')\n@swag_from('documentation/get_all_departments.yml')\ndef list_departments():\n\treturn department_controller.list_departments()\n\n@department_blueprint.route('/<int:department_id>', methods=['GET'])\n@Auth.has_permission('view_department')\n@swag_from('documentation/get_single_department.yml')\ndef get_department(department_id):\n\treturn department_controller.get_department(department_id)\n\n@department_blueprint.route('/', methods=['POST'])\n@Auth.has_role('admin')\n@Security.validator(['name|required:ifExists_Department_name', 'description|required'])"}, {"role": "assistant", "content": "\n@swag_from('documentation/create_department.yml')\ndef create_department():\n\treturn department_controller.create_department()\n\n@department_blueprint.route('/<int:department_id>', methods=['DELETE'])\n@Auth.has_role('admin')\n@swag_from('documentation/delete_department.yml')\ndef delete_department(department_id):\n\treturn department_controller.delete_department(department_id)\n\n@department_blueprint.route('/<int:department_id>', methods=['PATCH'])\n@Auth.has_role('admin')\n@Security.validator(['name|optional', 'description|optional'])\n@swag_from('documentation/update_department.yml')\ndef update_department(department_id):\n\treturn department_controller.update_department(department_id)"}]
| false
| null | null | null |
8a047dbb3e81227c03ec206589ca325125601905
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import argparse from keras import optimizers import matplotlib.pyplot as plt import numpy as np import datetime from keras.callbacks import TensorBoard import glob import os import tensorflow as tf from models import * from utils.lr_controller import ReduceLROnPlateau from utils.data_loader impor ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: from utils.utils import img_comp from utils.loss import loss_mse_ssim def write_log(callback, names, logs, batch_no): summary = tf.Summary()
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 297
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport argparse\nfrom keras import optimizers\nimport matplotlib.pyplot as plt\nimport numpy as np\nimport datetime\nfrom keras.callbacks import TensorBoard\nimport glob\nimport os\nimport tensorflow as tf\nfrom models import *\nfrom utils.lr_controller import ReduceLROnPlateau\nfrom utils.data_loader impor\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:\nfrom utils.utils import img_comp\nfrom utils.loss import loss_mse_ssim\n\ndef write_log(callback, names, logs, batch_no):\n summary = tf.Summary()"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a04b26d17a373b84c1afb19abef67f291bb970a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pandas as pd from catalyst.constants import LOG_LEVEL from catalyst.exchange.utils.stats_utils import prepare_stats from catalyst.gens.sim_engine import ( BAR, SESSION_START ) from logbook import Logger log = Logger('LiveGraphClock', level=LOG_LEVEL) class LiveGraphClock(object): """Realtime clock for live trading. This class is a drop-in replacement for :class:`zipline.gens.sim_engine.MinuteSimulationClock`. This mixes the clock with a live graph. Notes ----- This seemingly awkward approach allows us to run the program using a single thread. This is important because Matplotlib does not play nice with multi-threaded environments. Zipline probably does not either. Matplotlib has a pause() method which is a wrapper around time.sleep() used in the SimpleClock. The key difference is that users can still interact with the chart during the pause cycles. This is what enables us to keep a single thread. This is also why we are not using the 'animate' callback of Matplotlib. We need to direct access to the __iter__ method in order to yield events to Zipline. The :param:`time_skew` parameter represents the time difference between the exchange and the live trading machine's clock. It's not used currently. """ def __init__(self, sessions, context, callback=None, time_skew=pd.Timedelta('0s')): self.sessions = sessions self.time_skew = time_skew self._last_emit = None self._before_trading_start_bar_yielded = True self.context = context self.callback = callback def __iter__(self): from matplotlib import pyplot as plt yield pd.Timestamp.utcnow(), SESSION_START while True:
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Unterminated string literal at line 14 • Block at line 40 has no indented body • Block at line 53 has no body - expected indented block Fix: Add body to While block or use 'pass' statement
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 1,780
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pandas as pd\nfrom catalyst.constants import LOG_LEVEL\nfrom catalyst.exchange.utils.stats_utils import prepare_stats\nfrom catalyst.gens.sim_engine import (\n BAR,\n SESSION_START\n)\nfrom logbook import Logger\n\nlog = Logger('LiveGraphClock', level=LOG_LEVEL)\n\n\nclass LiveGraphClock(object):\n \"\"\"Realtime clock for live trading.\n\n This class is a drop-in replacement for\n :class:`zipline.gens.sim_engine.MinuteSimulationClock`.\n\n This mixes the clock with a live graph.\n\n Notes\n -----\n This seemingly awkward approach allows us to run the program using a single\n thread. This is important because Matplotlib does not play nice with\n multi-threaded environments. Zipline probably does not either.\n\n\n Matplotlib has a pause() method which is a wrapper around time.sleep()\n used in the SimpleClock. The key difference is that users\n can still interact with the chart during the pause cycles. This is\n what enables us to keep a single thread. This is also why we are not using\n the 'animate' callback of Matplotlib. We need to direct access to the\n __iter__ method in order to yield events to Zipline.\n\n The :param:`time_skew` parameter represents the time difference between\n the exchange and the live trading machine's clock. It's not used currently.\n \"\"\"\n\n def __init__(self, sessions, context, callback=None,\n time_skew=pd.Timedelta('0s')):\n\n self.sessions = sessions\n self.time_skew = time_skew\n self._last_emit = None\n self._before_trading_start_bar_yielded = True\n self.context = context\n self.callback = callback\n\n def __iter__(self):\n from matplotlib import pyplot as plt\n yield pd.Timestamp.utcnow(), SESSION_START\n\n while True:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Unterminated string literal at line 14\n \u2022 Block at line 40 has no indented body\n \u2022 Block at line 53 has no body - expected indented block\n\n Fix: Add body to While block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
8a04bef0858eef7458b1e38ddd409346a98cb2cc
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import unicode_literals import inspect from task.models import InveraTask from api.utils import send_test_csv_report from django.contrib.auth.models import User from rest_framework.test import APIClient, APITestCase from rest_framework.reverse import reverse from rest_framework import status class TaskListTestCase(APITestCase): def setUp(self) -> None: self.user = User.objects.create_user( username='test_user', password='adminpass') self.other_user = User.objects.create_user( username='other_user', password='adminpass') self.task = InveraTask.objects.create( userTask=self.user, title='My Initial Task') self.client = APIClient() @classmethod def tearDownClass(cls): User.objects.filter(username__in=['test_user', 'other_user']).delete() def test_create_task_with_un_authenticate_user(self): """ En este caso de prueba, estamos probando la API Task Create utilizando un usuario no autenticado. """ response = self.client.post( reverse('api-task'), {'title': 'My Task 1'}, format='json') is_passed = response.status_code == status.HTTP_403_FORBIDDEN TEST_RESULTS.append({ "result": "Passed" if is_passed else "Failed", "test_name": inspect.currentframe().f_code.co_name, "test_description": "El usuario no autenticado no puede agregar una tarea a la lista" }) # Complete this line print("Resultado: Aprobado") else: print("Resultado: Fallido") print("Nombre del test: " + inspect.currentframe().f_code.co_name) print("Descripcion: El usuario no autenticado no puede agregar una tarea a la lista") print("-----------") def test_put_task_with_un_authenticate_user(self): """ En este caso de prueba, estamos probando la API Task PUT utilizando un usuario no autenticado. """ response = self.client.put( reverse('api-task'), {'title': 'My Task'}, format='json') is_passed = response.status_code == status.HTTP_403_FORBIDDEN TEST_RESULTS.append({ "result": "Passed" if is_passed else "Failed", "test_name": inspect.currentframe().f_code.co_name, "test_description": "El usuario no autenticado no puede modificar una tarea" }) if is_passed: print("Resultado: Aprobado") else: print("Resultado: Fallido") print("Nombre del test: " + inspect.currentframe().f_code.co_name) print("Descripcion: El usuario no autenticado no puede modificar una tarea") print("-----------") ... [6 more functiondefs truncated] ...
|
The missing line is: if is_passed:
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 1
| 2,797
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\n\nimport inspect\n\nfrom task.models import InveraTask\nfrom api.utils import send_test_csv_report\n\nfrom django.contrib.auth.models import User\nfrom rest_framework.test import APIClient, APITestCase\nfrom rest_framework.reverse import reverse\nfrom rest_framework import status\n\nclass TaskListTestCase(APITestCase):\n def setUp(self) -> None:\n self.user = User.objects.create_user(\n username='test_user', password='adminpass')\n self.other_user = User.objects.create_user(\n username='other_user', password='adminpass')\n self.task = InveraTask.objects.create(\n userTask=self.user, title='My Initial Task')\n\n self.client = APIClient()\n\n @classmethod\n def tearDownClass(cls):\n User.objects.filter(username__in=['test_user', 'other_user']).delete()\n\n def test_create_task_with_un_authenticate_user(self):\n \"\"\"\n En este caso de prueba, estamos probando la API Task Create utilizando un usuario no autenticado.\n \"\"\"\n\n response = self.client.post(\n reverse('api-task'), {'title': 'My Task 1'}, format='json')\n\n is_passed = response.status_code == status.HTTP_403_FORBIDDEN\n\n TEST_RESULTS.append({\n \"result\": \"Passed\" if is_passed else \"Failed\",\n \"test_name\": inspect.currentframe().f_code.co_name,\n \"test_description\": \"El usuario no autenticado no puede agregar una tarea a la lista\"\n })\n\n # Complete this line\n print(\"Resultado: Aprobado\")\n else:\n print(\"Resultado: Fallido\")\n print(\"Nombre del test: \" + inspect.currentframe().f_code.co_name)\n print(\"Descripcion: El usuario no autenticado no puede agregar una tarea a la lista\")\n print(\"-----------\")\n\n def test_put_task_with_un_authenticate_user(self):\n \"\"\"\n En este caso de prueba, estamos probando la API Task PUT utilizando un usuario no autenticado.\n \"\"\"\n\n response = self.client.put(\n reverse('api-task'), {'title': 'My Task'}, format='json')\n\n is_passed = response.status_code == status.HTTP_403_FORBIDDEN\n\n TEST_RESULTS.append({\n \"result\": \"Passed\" if is_passed else \"Failed\",\n \"test_name\": inspect.currentframe().f_code.co_name,\n \"test_description\": \"El usuario no autenticado no puede modificar una tarea\"\n })\n\n if is_passed:\n print(\"Resultado: Aprobado\")\n else:\n print(\"Resultado: Fallido\")\n print(\"Nombre del test: \" + inspect.currentframe().f_code.co_name)\n print(\"Descripcion: El usuario no autenticado no puede modificar una tarea\")\n print(\"-----------\")\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n if is_passed:"}]
| false
| null | null | null |
8a04ff873e3cd041bc9cad7f7fc7707f7c185cce
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from chill import * source('/uufs/chpc.utah.edu/common/home/u1142914/lib/ytopt_vinu/polybench/polybench-code/stencils/seidel-2d/kernel.c') destination('/uufs/chpc.utah.edu/common/home/u1142914/lib/ytopt_vinu/experiments/seidel-2d/tmp_files/6745.c') procedure('kernel_seidel_2d') # Complete this line known(' n > 2 ') tile(0,2,16,2) tile(0,4,16,4)
|
The missing line is: loop(0)
|
intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 336
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom chill import *\nsource('/uufs/chpc.utah.edu/common/home/u1142914/lib/ytopt_vinu/polybench/polybench-code/stencils/seidel-2d/kernel.c')\ndestination('/uufs/chpc.utah.edu/common/home/u1142914/lib/ytopt_vinu/experiments/seidel-2d/tmp_files/6745.c')\nprocedure('kernel_seidel_2d')\n # Complete this line\n\nknown(' n > 2 ')\n\ntile(0,2,16,2)\ntile(0,4,16,4)"}, {"role": "assistant", "content": "The missing line is:\nloop(0)"}]
| false
| null | null | null |
8a06be2dde291c66efbc5f80746f557a0f2cecaa
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import json import aiohttp async def request(url, payload=None, params=None, headers=None): headers = {'content-type': 'application/json', **(headers or {})} data = payload and json.dumps(payload) async with aiohttp.ClientSession() as client: async with client.post( url, data=data, params=params, headers=headers) as resp: # TODO: Check response status json_response = await resp.json() return json_response async def get_updates(base_url, timeout, offset): params = { 'timeout': timeout, 'offset': offset } return await request(f'{base_url}/getUpdates', params=params) async def send_message(base_url, chat_id, text, reply_markup=None): payload = { 'chat_id': chat_id, 'text': text } if reply_markup is not None: payload['reply_markup'] = reply_markup return await request(f'{base_url}/sendMessage', payload) async def answer_callback_query( base_url, callback_query_id, text, show_alert, url=None, cache_time=None): payload = { 'callback_query_id': callback_query_id, 'text': text, 'show_alert': show_alert } if url is not None: payload['url'] = url if cache_time is not None: payload['cache_time'] = cache_time return await request(f'{base_url}/answerCallbackQuery', payload)
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 11 Unexpected indentation at line 13 💡 Suggestions: Unresolved TODO/FIXME at line 12
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,405
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport json\n\nimport aiohttp\n\n\nasync def request(url, payload=None, params=None, headers=None):\n headers = {'content-type': 'application/json', **(headers or {})}\n data = payload and json.dumps(payload)\n async with aiohttp.ClientSession() as client:\n async with client.post(\n url, data=data, params=params, headers=headers) as resp:\n # TODO: Check response status\n json_response = await resp.json()\n return json_response\n\n\nasync def get_updates(base_url, timeout, offset):\n params = {\n 'timeout': timeout,\n 'offset': offset\n }\n return await request(f'{base_url}/getUpdates', params=params)\n\n\nasync def send_message(base_url, chat_id, text, reply_markup=None):\n payload = {\n 'chat_id': chat_id,\n 'text': text\n }\n if reply_markup is not None:\n payload['reply_markup'] = reply_markup\n return await request(f'{base_url}/sendMessage', payload)\n\n\nasync def answer_callback_query(\n base_url, callback_query_id, text, show_alert,\n url=None, cache_time=None):\n payload = {\n 'callback_query_id': callback_query_id,\n 'text': text,\n 'show_alert': show_alert\n }\n if url is not None:\n payload['url'] = url\n if cache_time is not None:\n payload['cache_time'] = cache_time\n return await request(f'{base_url}/answerCallbackQuery', payload)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 11\n Unexpected indentation at line 13\n\n\ud83d\udca1 Suggestions:\n Unresolved TODO/FIXME at line 12"}]
| false
| null | null | null |
8a06d974512def3c400fb25769c0185d59195602
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class NetdevKeeperTestCase(TestCase): """Test the NetdevKeeper Class.""" def setUp(self): """Create a superuser and token for API calls.""" self.site1 = Site.objects.create(name="USWEST", slug="uswest") self.device_role1 = DeviceRole.objects.create(name="Firewall", slug="firewall") self.platform1 = Platform.objects.create(name="JunOS", slug="junos", napalm_driver="junos") # self.platform2 = Platform.objects.create(name="Cisco NX-OS", slug="cisco-nx-os") self.onboarding_task4 = OnboardingTask.objects.create( ip_address="ntc123.local", site=self.site1, role=self.device_role1, platform=self.platform1 ) self.onboarding_task5 = OnboardingTask.objects.create( ip_address="bad.local", site=self.site1, role=self.device_role1, platform=self.platform1 ) self.onboarding_task7 = OnboardingTask.objects.create( ip_address="192.0.2.1/32", site=self.site1, role=self.device_role1, platform=self.platform1 ) @mock.patch("nautobot_device_onboarding.helpers.socket.gethostbyname") def test_check_ip(self, mock_get_hostbyname): """Check DNS to IP address.""" # Look up response value mock_get_hostbyname.return_value = "192.0.2.1" # FQDN -> IP onboarding_task_fqdn_to_ip(ot=self.onboarding_task4) # Run the check to change the IP address self.assertEqual(self.onboarding_task4.ip_address, "192.0.2.1") @mock.patch("nautobot_device_onboarding.helpers.socket.gethostbyname") def test_failed_check_ip(self, mock_get_hostbyname): """Check DNS to IP address failing.""" # Look up a failed response mock_get_hostbyname.side_effect = gaierror(8 # Check for bad.local raising an exception with self.assertRaises(OnboardException) as exc_info: onboarding_task_fqdn_to_ip(ot=self.onboarding_task5) self.assertEqual(exc_info.exception.message, "ERROR failed to complete DNS lookup: bad.local") self.assertEqual(exc_info.exception.reason, "fail-dns") # Check for exception with prefix address entered with self.assertRaises(OnboardException) as exc_info: onboarding_task_fqdn_to_ip(ot=self.onboarding_task7) self.assertEqual(exc_info.exception.reason, "fail-prefix") self.assertEqual(exc_info.exception.message, "ERROR appears a prefix was entered: 192.0.2.1/32")
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 40 - expected ')' • SyntaxError: '(' was never closed at line 40 Fix: Add missing ')' bracket at line 40
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 2,486
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass NetdevKeeperTestCase(TestCase):\n \"\"\"Test the NetdevKeeper Class.\"\"\"\n\n def setUp(self):\n \"\"\"Create a superuser and token for API calls.\"\"\"\n self.site1 = Site.objects.create(name=\"USWEST\", slug=\"uswest\")\n self.device_role1 = DeviceRole.objects.create(name=\"Firewall\", slug=\"firewall\")\n\n self.platform1 = Platform.objects.create(name=\"JunOS\", slug=\"junos\", napalm_driver=\"junos\")\n # self.platform2 = Platform.objects.create(name=\"Cisco NX-OS\", slug=\"cisco-nx-os\")\n\n self.onboarding_task4 = OnboardingTask.objects.create(\n ip_address=\"ntc123.local\", site=self.site1, role=self.device_role1, platform=self.platform1\n )\n\n self.onboarding_task5 = OnboardingTask.objects.create(\n ip_address=\"bad.local\", site=self.site1, role=self.device_role1, platform=self.platform1\n )\n\n self.onboarding_task7 = OnboardingTask.objects.create(\n ip_address=\"192.0.2.1/32\", site=self.site1, role=self.device_role1, platform=self.platform1\n )\n\n @mock.patch(\"nautobot_device_onboarding.helpers.socket.gethostbyname\")\n def test_check_ip(self, mock_get_hostbyname):\n \"\"\"Check DNS to IP address.\"\"\"\n # Look up response value\n mock_get_hostbyname.return_value = \"192.0.2.1\"\n\n # FQDN -> IP\n onboarding_task_fqdn_to_ip(ot=self.onboarding_task4)\n\n # Run the check to change the IP address\n self.assertEqual(self.onboarding_task4.ip_address, \"192.0.2.1\")\n\n @mock.patch(\"nautobot_device_onboarding.helpers.socket.gethostbyname\")\n def test_failed_check_ip(self, mock_get_hostbyname):\n \"\"\"Check DNS to IP address failing.\"\"\"\n # Look up a failed response\n mock_get_hostbyname.side_effect = gaierror(8\n\n # Check for bad.local raising an exception\n with self.assertRaises(OnboardException) as exc_info:\n onboarding_task_fqdn_to_ip(ot=self.onboarding_task5)\n self.assertEqual(exc_info.exception.message, \"ERROR failed to complete DNS lookup: bad.local\")\n self.assertEqual(exc_info.exception.reason, \"fail-dns\")\n\n # Check for exception with prefix address entered\n with self.assertRaises(OnboardException) as exc_info:\n onboarding_task_fqdn_to_ip(ot=self.onboarding_task7)\n self.assertEqual(exc_info.exception.reason, \"fail-prefix\")\n self.assertEqual(exc_info.exception.message, \"ERROR appears a prefix was entered: 192.0.2.1/32\")"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unclosed '(' at line 40 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 40\n\n Fix: Add missing ')' bracket at line 40"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
8a072b60d911bf4164d6e02341054f5f6f3f27f0
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Created by ay27 at 17/4/9 import os import matplotlib.pyplot as plt import struct import numpy as np def trans(row): return list(map(lambda x: np.uint8(x), row)) def read_image(filename): with open(filename, mode='rb') as file: n = file.read(8) n = struct.unpack("<Q", n)[0] c = file.read(8) c = struct.unpack("<Q", c)[0] h = file.read(8) h = struct.unpack("<Q", h)[0] w = file.read(8) w = struct.unpack("<Q", w)[0] print(n, c, h, w) for ii in range(n): r = trans(file.read(h*w)) g = trans(file.read(h*w)) b = trans(file.read(h*w)) if ii == 100: break print(file.tell() == os.fstat(file.fileno()).st_size) img = np.array([r,g,b]).transpose(1,0).reshape(h,w,c) print(img.shape) plt.imshow(img) plt.show() def read_label(path, ground_truth=None): with open(path, 'rb') as file: n = file.read(8) n = struct.unpack("<Q", n)[0] c = file.read(8) c = struct.unpack("<Q", c)[0] h = file.read(8) h = struct.unpack("<Q", h)[0] w = file.read(8) w = struct.unpack("<Q", w)[0] print(n, c, h, w) label = [] sets = set() while not (file.tell() == os.fstat(file.fileno()).st_size): ch = file.read(4) num = struct.unpack("<l", ch)[0] label.append(num) sets.add(num) # print(file.tell() == os.fstat(file.fileno()).st_size) print(label) print(len(label)) # print(label[900],label[901], label[902], label[903], label[904]) return label # if ground_truth: # g = [] # with open(ground_truth) as file: # for line in file: # g.append(int(line.split(' ')[1])) # np.testing.assert_array_equal(g, label) if __name__ == '__main__': # read_image('../../data/ilsvrc2012/img.bin') # read_label('../../data/ilsvrc2012/label.bin', '../../data/ilsvrc2012/val.txt') # read_image('../../build/cifar100_train_image.bin') # read_label('../../build/cifar100_train_label.bin') read_image('../../build/val_data_8.bin') for i in range(10): read_label('../../build/val_label_%d.bin' % i) # labels = [] # for i in range(10): # labels.append(read_label('../../build/val_label_%d.bin' % i)) # # ground = [] # with open('../../build/shuffled_list') as file: # ground.append()
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Code Review: ❌ Critical issues: Block at line 55 has no indented body ⚠️ Code quality: 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 27 Unexpected indentation at line 28 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 71 Unexpected indentation at line 74 Unexpected indentation at line 78 Unexpected indentation at line 79 Unexpected indentation at line 80 Unexpected indentation at line 83 Unexpected indentation at line 87 Unexpected indentation at line 89 Unexpected indentation at line 90 Unexpected indentation at line 91 ✨ Improvements: Remove debug print() at line 23 before production Remove debug print() at line 33 before production Remove debug print() at line 36 before production Remove debug print() at line 51 before production Remove debug print() at line 62 before production Remove debug print() at line 63 before production
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intermediate
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testing
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code_review
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Pythoncode:Python
| 3
| 0
| 2,577
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Created by ay27 at 17/4/9\nimport os\n\nimport matplotlib.pyplot as plt\nimport struct\nimport numpy as np\n\n\ndef trans(row):\n return list(map(lambda x: np.uint8(x), row))\n\n\ndef read_image(filename):\n with open(filename, mode='rb') as file:\n n = file.read(8)\n n = struct.unpack(\"<Q\", n)[0]\n c = file.read(8)\n c = struct.unpack(\"<Q\", c)[0]\n h = file.read(8)\n h = struct.unpack(\"<Q\", h)[0]\n w = file.read(8)\n w = struct.unpack(\"<Q\", w)[0]\n print(n, c, h, w)\n\n for ii in range(n):\n r = trans(file.read(h*w))\n g = trans(file.read(h*w))\n b = trans(file.read(h*w))\n\n if ii == 100:\n break\n\n print(file.tell() == os.fstat(file.fileno()).st_size)\n\n img = np.array([r,g,b]).transpose(1,0).reshape(h,w,c)\n print(img.shape)\n plt.imshow(img)\n plt.show()\n\n\ndef read_label(path, ground_truth=None):\n with open(path, 'rb') as file:\n n = file.read(8)\n n = struct.unpack(\"<Q\", n)[0]\n c = file.read(8)\n c = struct.unpack(\"<Q\", c)[0]\n h = file.read(8)\n h = struct.unpack(\"<Q\", h)[0]\n w = file.read(8)\n w = struct.unpack(\"<Q\", w)[0]\n print(n, c, h, w)\n\n label = []\n sets = set()\n while not (file.tell() == os.fstat(file.fileno()).st_size):\n\n ch = file.read(4)\n num = struct.unpack(\"<l\", ch)[0]\n label.append(num)\n sets.add(num)\n # print(file.tell() == os.fstat(file.fileno()).st_size)\n print(label)\n print(len(label))\n\n # print(label[900],label[901], label[902], label[903], label[904])\n\n return label\n\n # if ground_truth:\n # g = []\n # with open(ground_truth) as file:\n # for line in file:\n # g.append(int(line.split(' ')[1]))\n # np.testing.assert_array_equal(g, label)\n\nif __name__ == '__main__':\n # read_image('../../data/ilsvrc2012/img.bin')\n # read_label('../../data/ilsvrc2012/label.bin', '../../data/ilsvrc2012/val.txt')\n # read_image('../../build/cifar100_train_image.bin')\n # read_label('../../build/cifar100_train_label.bin')\n\n read_image('../../build/val_data_8.bin')\n for i in range(10):\n read_label('../../build/val_label_%d.bin' % i)\n\n # labels = []\n # for i in range(10):\n # labels.append(read_label('../../build/val_label_%d.bin' % i))\n #\n # ground = []\n # with open('../../build/shuffled_list') as file:\n # ground.append()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 55 has no indented body\n\n\u26a0\ufe0f Code quality:\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 27\n Unexpected indentation at line 28\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 71\n Unexpected indentation at line 74\n Unexpected indentation at line 78\n Unexpected indentation at line 79\n Unexpected indentation at line 80\n Unexpected indentation at line 83\n Unexpected indentation at line 87\n Unexpected indentation at line 89\n Unexpected indentation at line 90\n Unexpected indentation at line 91\n\n\u2728 Improvements:\n Remove debug print() at line 23 before production\n Remove debug print() at line 33 before production\n Remove debug print() at line 36 before production\n Remove debug print() at line 51 before production\n Remove debug print() at line 62 before production\n Remove debug print() at line 63 before production"}]
| false
| null | null | null |
8a076cdd50a9d69b52cffcb8dbe3df578f17d801
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # Copyright (c) Pymatgen Development Team. # Distributed under the terms of the MIT License. """ Test for the piezo tensor class """ __author__ = "Shyam Dwaraknath" __version__ = "0.1" __maintainer__ = "Shyam Dwaraknath" __email__ = "shyamd@lbl.gov" __status__ = "Development" __date__ = "4/1/16" import os import unittest import numpy as np from pymatgen.analysis.piezo import PiezoTensor from pymatgen.util.testing import PymatgenTest class PiezoTest(PymatgenTest): def setUp(self): self.piezo_struc = self.get_structure("BaNiO3") self.voigt_matrix = np.array( [ [0.0, 0.0, 0.0, 0.0, 0.03839, 0.0], [0.0, 0.0, 0.0, 0.03839, 0.0, 0.0], [6.89822, 6.89822, 27.46280, 0.0, 0.0, 0.0], ] ) self.vasp_matrix = np.array( [ [0.0, 0.0, 0.0, 0.0, 0.0, 0.03839], [0.0, 0.0, 0.0, 0.0, 0.03839, 0.0, 0.0], [6.89822, 6.89822, 27.46280, 0.0, 0.0, 0.0], ] ) self.full_tensor_array = [ [[0.0, 0.0, 0.03839], [0.0, 0.0, 0.0], [0.03839, 0.0, 0.0]], [[0.0, 0.0, 0.0], [0.0, 0.0, 0.03839], [0.0, 0.03839, 0.0]], [[6.89822, 0.0, 0.0], [0.0, 6.89822, 0.0], [0.0, 0.0, 27.4628]], ] def test_new(self): pt = PiezoTensor(self.full_tensor_array) self.assertArrayAlmostEqual(pt, self.full_tensor_array) bad_dim_array = np.zeros((3, 3)) self.assertRaises(ValueError, PiezoTensor, bad_dim_array) def test_from_voigt(self): bad_voigt = np.zeros((3, 7)) pt = PiezoTensor.from_voigt(self.voigt_matrix) self.assertArrayEqual(pt, self.full_tensor_array) self.assertRaises(ValueError, PiezoTensor.from_voigt, bad_voigt) self.assertArrayEqual(self.voigt_matrix, pt.voigt) def test_from_vasp_voigt(self): bad_voigt = np.zeros((3, 7)) pt = PiezoTensor.from_vasp_voigt(self.vasp_matrix) self.assertArrayEqual(pt, self.full_tensor_array) self.assertRaises(ValueError, PiezoTensor.from_voigt, bad_voigt) self.assertArrayEqual(self.voigt_matrix, pt.voigt) if __name__ == "__main__": unittest.main()
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 5 ⚠️ Warnings: Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 💡 Suggestions: Add closing quote at line 5 Add docstring to class 'PiezoTest' Add docstring to function 'setUp'
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advanced
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testing
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debugging
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Pythoncode:Python
| 4
| 1
| 2,238
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright (c) Pymatgen Development Team.\n# Distributed under the terms of the MIT License.\n\n\n\"\"\"\nTest for the piezo tensor class\n\"\"\"\n\n__author__ = \"Shyam Dwaraknath\"\n__version__ = \"0.1\"\n__maintainer__ = \"Shyam Dwaraknath\"\n__email__ = \"shyamd@lbl.gov\"\n__status__ = \"Development\"\n__date__ = \"4/1/16\"\n\nimport os\nimport unittest\n\nimport numpy as np\n\nfrom pymatgen.analysis.piezo import PiezoTensor\nfrom pymatgen.util.testing import PymatgenTest\n\n\nclass PiezoTest(PymatgenTest):\n def setUp(self):\n self.piezo_struc = self.get_structure(\"BaNiO3\")\n self.voigt_matrix = np.array(\n [\n [0.0, 0.0, 0.0, 0.0, 0.03839, 0.0],\n [0.0, 0.0, 0.0, 0.03839, 0.0, 0.0],\n [6.89822, 6.89822, 27.46280, 0.0, 0.0, 0.0],\n ]\n )\n self.vasp_matrix = np.array(\n [\n [0.0, 0.0, 0.0, 0.0, 0.0, 0.03839],\n [0.0, 0.0, 0.0, 0.0, 0.03839, 0.0, 0.0],\n [6.89822, 6.89822, 27.46280, 0.0, 0.0, 0.0],\n ]\n )\n self.full_tensor_array = [\n [[0.0, 0.0, 0.03839], [0.0, 0.0, 0.0], [0.03839, 0.0, 0.0]],\n [[0.0, 0.0, 0.0], [0.0, 0.0, 0.03839], [0.0, 0.03839, 0.0]],\n [[6.89822, 0.0, 0.0], [0.0, 6.89822, 0.0], [0.0, 0.0, 27.4628]],\n ]\n\n def test_new(self):\n pt = PiezoTensor(self.full_tensor_array)\n self.assertArrayAlmostEqual(pt, self.full_tensor_array)\n bad_dim_array = np.zeros((3, 3))\n self.assertRaises(ValueError, PiezoTensor, bad_dim_array)\n\n def test_from_voigt(self):\n bad_voigt = np.zeros((3, 7))\n pt = PiezoTensor.from_voigt(self.voigt_matrix)\n self.assertArrayEqual(pt, self.full_tensor_array)\n self.assertRaises(ValueError, PiezoTensor.from_voigt, bad_voigt)\n self.assertArrayEqual(self.voigt_matrix, pt.voigt)\n\n def test_from_vasp_voigt(self):\n bad_voigt = np.zeros((3, 7))\n pt = PiezoTensor.from_vasp_voigt(self.vasp_matrix)\n self.assertArrayEqual(pt, self.full_tensor_array)\n self.assertRaises(ValueError, PiezoTensor.from_voigt, bad_voigt)\n self.assertArrayEqual(self.voigt_matrix, pt.voigt)\n\n\nif __name__ == \"__main__\":\n unittest.main()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 5\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 5\n Add docstring to class 'PiezoTest'\n Add docstring to function 'setUp'"}]
| false
| null | null | null |
8a0988ba1c9ee5db70eabfa7b9b35ad041f9c1f7
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2011 Justin Santa Barbara # 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. def driver_dict_from_config(named_driver_config, *args, **kwargs): driver_registry = dict() for driver_str in named_driver_config: driver_type, _sep, driver = driver_str.partition('=') driver_class = importutils.import_class(driver) driver_registry[driver_type] = driver_class(*args, **kwargs) return driver_registry def get_block_device_info(instance, block_device_mapping): """Converts block device mappings for an instance to driver format. Virt drivers expect block device mapping to be presented in the format of a dict containing the following keys: - root_device_name: device name of the root disk - ephemerals: a (potentially empty) list of DriverEphemeralBlockDevice instances - swap: An instance of DriverSwapBlockDevice or None - block_device_mapping: a (potentially empty) list of DriverVolumeBlockDevice or any of it's more specialized subclasses. """ from nova.virt import block_device as virt_block_device block_device_info = { 'root_device_name': instance.root_device_name, 'ephemerals': virt_block_device.convert_ephemerals( block_device_mapping), 'block_device_mapping': virt_block_device.convert_all_volumes(*block_device_mapping) } swap_list = virt_block_device.convert_swap(block_device_mapping) block_device_info['swap'] = virt_block_device.get_swap(swap_list) return block_device_info def block_device_info_get_root(block_device_info): block_device_info = block_device_info or {} return block_device_info.get('root_device_name') def block_device_info_get_swap(block_device_info): block_device_info = block_device_info or {} return block_device_info.get('swap') or {'device_name': None, 'swap_size': 0} def swap_is_usable(swap): return swap and swap['device_name'] and swap['swap_size'] > 0 def block_device_info_get_ephemerals(block_device_info): block_device_info = block_device_info or {} ephemerals = block_device_info.get('ephemerals') or [] return ephemerals ... [115 more functiondefs truncated] ...
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Functions: driver_dict_from_config, get_block_device_info, block_device_info_get_root, block_device_info_get_swap, swap_is_usable This code demonstrates Pythoncode:Python programming.
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advanced
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api
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code_explanation
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Pythoncode:Python
| 6
| 0
| 2,881
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2011 Justin Santa Barbara\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\ndef driver_dict_from_config(named_driver_config, *args, **kwargs):\n driver_registry = dict()\n\n for driver_str in named_driver_config:\n driver_type, _sep, driver = driver_str.partition('=')\n driver_class = importutils.import_class(driver)\n driver_registry[driver_type] = driver_class(*args, **kwargs)\n\n return driver_registry\n\n\ndef get_block_device_info(instance, block_device_mapping):\n \"\"\"Converts block device mappings for an instance to driver format.\n\n Virt drivers expect block device mapping to be presented in the format\n of a dict containing the following keys:\n\n - root_device_name: device name of the root disk\n - ephemerals: a (potentially empty) list of DriverEphemeralBlockDevice\n instances\n - swap: An instance of DriverSwapBlockDevice or None\n - block_device_mapping: a (potentially empty) list of\n DriverVolumeBlockDevice or any of it's more\n specialized subclasses.\n \"\"\"\n from nova.virt import block_device as virt_block_device\n\n block_device_info = {\n 'root_device_name': instance.root_device_name,\n 'ephemerals': virt_block_device.convert_ephemerals(\n block_device_mapping),\n 'block_device_mapping':\n virt_block_device.convert_all_volumes(*block_device_mapping)\n }\n swap_list = virt_block_device.convert_swap(block_device_mapping)\n block_device_info['swap'] = virt_block_device.get_swap(swap_list)\n\n return block_device_info\n\n\ndef block_device_info_get_root(block_device_info):\n block_device_info = block_device_info or {}\n return block_device_info.get('root_device_name')\n\n\ndef block_device_info_get_swap(block_device_info):\n block_device_info = block_device_info or {}\n return block_device_info.get('swap') or {'device_name': None,\n 'swap_size': 0}\n\n\ndef swap_is_usable(swap):\n return swap and swap['device_name'] and swap['swap_size'] > 0\n\n\ndef block_device_info_get_ephemerals(block_device_info):\n block_device_info = block_device_info or {}\n ephemerals = block_device_info.get('ephemerals') or []\n return ephemerals\n\n\n\n ... [115 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: driver_dict_from_config, get_block_device_info, block_device_info_get_root, block_device_info_get_swap, swap_is_usable\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a0ab3edf5559c9bdaa844115d82ed95f2b065a1
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: from direct.showbase import DirectObject from otp.otpbase import OTPGlobals import sys from direct.gui.DirectGui import * from pandac.PandaModules import * from otp.otpbase import OTPLocalizer class ChatInputNormal(DirectObject.DirectObject): ExecNamespace = None def __init__(self, chatMgr): self.chatMgr = chatMgr self.normalPos = Vec3(-1.083, 0, 0.804) self.whisperPos = Vec3(0.0, 0, 0.71) self.whisperAvatarName = None self.whisperAvatarId = None self.toPlayer = 0 wantHistory = 0 if __dev__: wantHistory = 1 self.wantHistory = base.config.GetBool('want-chat-history', wantHistory) self.history = [''] self.historySize = base.config.GetInt('chat-history-size', 10) self.historyIndex = 0 return def typeCallback(self, extraArgs): messenger.send('enterNormalChat') def delete(self): self.ignore('arrow_up-up') self.ignore('arrow_down-up') self.chatFrame.destroy() del self.chatFrame del self.chatButton del self.cancelButton de Error: SyntaxError / EOF
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Fixed Code: from direct.showbase import DirectObject from otp.otpbase import OTPGlobals import sys from direct.gui.DirectGui import * from pandac.PandaModules import * from otp.otpbase import OTPLocalizer class ChatInputNormal(DirectObject.DirectObject): ExecNamespace = None def __init__(self, chatMgr): self.chatMgr = chatMgr self.normalPos = Vec3(-1.083, 0, 0.804) self.whisperPos = Vec3(0.0, 0, 0.71) self.whisperAvatarName = None self.whisperAvatarId = None self.toPlayer = 0 wantHistory = 0 if __dev__: wantHistory = 1 Explanation: Complete the truncated code structure
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advanced
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database
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error_fixing
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Pythoncode:Python
| 6
| 1
| 1,129
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom direct.showbase import DirectObject\nfrom otp.otpbase import OTPGlobals\nimport sys\nfrom direct.gui.DirectGui import *\nfrom pandac.PandaModules import *\nfrom otp.otpbase import OTPLocalizer\n\nclass ChatInputNormal(DirectObject.DirectObject):\n ExecNamespace = None\n\n def __init__(self, chatMgr):\n self.chatMgr = chatMgr\n self.normalPos = Vec3(-1.083, 0, 0.804)\n self.whisperPos = Vec3(0.0, 0, 0.71)\n self.whisperAvatarName = None\n self.whisperAvatarId = None\n self.toPlayer = 0\n wantHistory = 0\n if __dev__:\n wantHistory = 1\n self.wantHistory = base.config.GetBool('want-chat-history', wantHistory)\n self.history = ['']\n self.historySize = base.config.GetInt('chat-history-size', 10)\n self.historyIndex = 0\n return\n\n def typeCallback(self, extraArgs):\n messenger.send('enterNormalChat')\n\n def delete(self):\n self.ignore('arrow_up-up')\n self.ignore('arrow_down-up')\n self.chatFrame.destroy()\n del self.chatFrame\n del self.chatButton\n del self.cancelButton\n de\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom direct.showbase import DirectObject\nfrom otp.otpbase import OTPGlobals\nimport sys\nfrom direct.gui.DirectGui import *\nfrom pandac.PandaModules import *\nfrom otp.otpbase import OTPLocalizer\n\nclass ChatInputNormal(DirectObject.DirectObject):\n ExecNamespace = None\n\n def __init__(self, chatMgr):\n self.chatMgr = chatMgr\n self.normalPos = Vec3(-1.083, 0, 0.804)\n self.whisperPos = Vec3(0.0, 0, 0.71)\n self.whisperAvatarName = None\n self.whisperAvatarId = None\n self.toPlayer = 0\n wantHistory = 0\n if __dev__:\n wantHistory = 1\n\n Explanation: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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8a0afacd436c5c382b382e786080775c8a2d6bf7
|
TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: import argparse import json import numpy as np import pandas as pd import os from sklearn.linear_model import LogisticRegression from sklearn.model_selection import train_test_split from sklearn.metrics import classification_report,f1_score from keras.models import Sequential from keras.layers import Dense, Dropout from keras import backend as K from keras.utils.vis_utils import plot_model from sklearn.externals import joblib import time def f1(y_true, y_pred): def recall(y_true, y_pred): """Recall metric. Only computes a batch-wise average of recall. Computes the recall, a metric for multi-label classification of how many relevant items are selected. """ true_positives = K.sum(K.round(K.clip(y_true * y_pred, 0, 1))) possible_positives = K.sum(K.round(K.clip(y_true, 0, 1))) recall = true_positives / (possible_positives + K.epsilon()) return recall def precision(y_true, y_pred): """Precision metric. Only computes a batch-wise average of precision. Computes the precision, a metric for multi-label classification of how many selected items are relevant. """ true_positives = K.sum(K.round(K.clip(y_true * y_pred, 0, 1))) predicted_positives = K.sum(K.round(K.clip(y_pred, 0, 1))) precision = true_positives / (predicted_positives + K.epsilon()) return precision precision = precision(y_true, y_pred) recall = recall(y_true, y_pred) return 2*((precision*recall)/(precision+recall+K.epsilon())) def get_embeddings(sentences_list,layer_json): ''' :param sentences_list: the path o the sentences.txt :param layer_json: the path of the json file that contains the embeddings of the sentences :return: Dictionary with key each sentence of the sentences_list and as value the embedding ''' sentences = dict()#dict with key the index of each line of the sentences_list.txt and as value the sentence embeddings = dict()##dict with key the index of each sentence and as value the its embedding sentence_emb = dict()#key:sentence,value:its embedding with open(sentences_list,'r') as file: for index,line in enumerate(f
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 19 • Unclosed '(' at line 59 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 19 • Add closing ')' bracket
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intermediate
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testing
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syntax_repair
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Pythoncode:Python
| 4
| 0
| 2,237
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport argparse\nimport json\nimport numpy as np\nimport pandas as pd\nimport os\nfrom sklearn.linear_model import LogisticRegression\nfrom sklearn.model_selection import train_test_split\nfrom sklearn.metrics import classification_report,f1_score\nfrom keras.models import Sequential\nfrom keras.layers import Dense, Dropout\nfrom keras import backend as K\nfrom keras.utils.vis_utils import plot_model\nfrom sklearn.externals import joblib\nimport time\n\n\ndef f1(y_true, y_pred):\n def recall(y_true, y_pred):\n \"\"\"Recall metric.\n\n Only computes a batch-wise average of recall.\n\n Computes the recall, a metric for multi-label classification of\n how many relevant items are selected.\n \"\"\"\n true_positives = K.sum(K.round(K.clip(y_true * y_pred, 0, 1)))\n possible_positives = K.sum(K.round(K.clip(y_true, 0, 1)))\n recall = true_positives / (possible_positives + K.epsilon())\n return recall\n\n def precision(y_true, y_pred):\n \"\"\"Precision metric.\n\n Only computes a batch-wise average of precision.\n\n Computes the precision, a metric for multi-label classification of\n how many selected items are relevant.\n \"\"\"\n true_positives = K.sum(K.round(K.clip(y_true * y_pred, 0, 1)))\n predicted_positives = K.sum(K.round(K.clip(y_pred, 0, 1)))\n precision = true_positives / (predicted_positives + K.epsilon())\n return precision\n precision = precision(y_true, y_pred)\n recall = recall(y_true, y_pred)\n return 2*((precision*recall)/(precision+recall+K.epsilon()))\n\ndef get_embeddings(sentences_list,layer_json):\n '''\n\n :param sentences_list: the path o the sentences.txt\n :param layer_json: the path of the json file that contains the embeddings of the sentences\n :return: Dictionary with key each sentence of the sentences_list and as value the embedding\n '''\n sentences = dict()#dict with key the index of each line of the sentences_list.txt and as value the sentence\n embeddings = dict()##dict with key the index of each sentence and as value the its embedding\n sentence_emb = dict()#key:sentence,value:its embedding\n\n with open(sentences_list,'r') as file:\n for index,line in enumerate(f"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 19\n \u2022 Unclosed '(' at line 59 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 19\n \u2022 Add closing ')' bracket"}]
| true
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syntax
|
MID_STRING
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CRITICAL
|
8a0b53a65038120d7c635ea3a3f7ba3752ca109e
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # import time from unittest import TestCase import mock from mesos.interface.mesos_pb2 import TaskState from apache.aurora.executor.common.status_checker import StatusChecker # Complete this line class FakeStatusChecker(StatusChecker): def __init__(self): self.call_count = 0 @property def status(self): if self.call_count == 2: return TaskState.Value('TASK_KILLED') self.call_count += 1 return None class TestStatusManager(TestCase): def setUp(self): self.callback_called = False def test_run(self): checker = FakeStatusChecker() def callback(result): assert result == TaskState.Value('TASK_KILLED') self.callback_called = True mock_time = mock.Mock(spec=time) status_manager = StatusManager(checker, callback, mock_time) status_manager.run() assert mock_time.sleep.call_count == 2 assert self.callback_called is True
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The missing line is: from apache.aurora.executor.status_manager import StatusManager
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advanced
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testing
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fill_in_the_blank
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Pythoncode:Python
| 5
| 2
| 1,493
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\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 time\nfrom unittest import TestCase\n\nimport mock\nfrom mesos.interface.mesos_pb2 import TaskState\n\nfrom apache.aurora.executor.common.status_checker import StatusChecker\n # Complete this line\n\n\nclass FakeStatusChecker(StatusChecker):\n def __init__(self):\n self.call_count = 0\n\n @property\n def status(self):\n if self.call_count == 2:\n return TaskState.Value('TASK_KILLED')\n self.call_count += 1\n return None\n\n\nclass TestStatusManager(TestCase):\n def setUp(self):\n self.callback_called = False\n\n def test_run(self):\n checker = FakeStatusChecker()\n def callback(result):\n assert result == TaskState.Value('TASK_KILLED')\n self.callback_called = True\n mock_time = mock.Mock(spec=time)\n status_manager = StatusManager(checker, callback, mock_time)\n status_manager.run()\n assert mock_time.sleep.call_count == 2\n assert self.callback_called is True"}, {"role": "assistant", "content": "The missing line is:\nfrom apache.aurora.executor.status_manager import StatusManager"}]
| false
| null | null | null |
8a0d48bd45e2a77d4024e66ae20d64213df72227
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: ... [1 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 2: ... [1 more functiondefs truncated] ... ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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beginner
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general
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code_review
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Pythoncode:Python
| 0
| 0
| 47
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\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 Invalid syntax at line 2: ... [1 more functiondefs truncated] ...\n\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
8a0d98e91f0c9a170743b5f41866a399dbce8684
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Training to a set of multiple objects (e.g. ShapeNet or DTU) # tensorboard logs available in logs/<expname> import sys import os def extra_args(parser): parser.add_argument( "--batch_size", "-B", type=int, default=4, help="Object batch size ('SB')" ) parser.add_argument( "--nviews", "-V", type=str, default="1", help="Number of source views (multiview); put multiple (space delim) to pick randomly per batch ('NV')", ) parser.add_argument( "--freeze_enc", action="store_true", default=None, help="Freeze encoder weights and only train MLP", ) parser.add_argument( "--no_bbox_step", type=int, default=100000, help="Step to stop using bbox sampling", ) parser.add_argument( "--fixed_test", action="store_true", default=None, help="Freeze encoder weights and only train MLP", ) return parser args, conf = util.args.parse_args(extra_args, training=True, default_ray_batch_size=128) device = util.get_cuda(args.gpu_id[0]) dset, val_dset, _ = get_split_dataset(args.dataset_format, args.datadir) print( "dset z_near {}, z_far {}, lindisp {}".format(dset.z_near, dset.z_far, dset.lindisp) ) net = make_model(conf["model"]).to(device=device) net.stop_encoder_grad = args.freeze_enc if args.freeze_enc: print("Encoder frozen") net.encoder.eval() renderer = NeRFRenderer.from_conf(conf["renderer"], lindisp=dset.lindisp,).to( device=device ) # Parallize render_par = renderer.bind_parallel(net, args.gpu_id).eval() nviews = list(map(int, args.nviews.split())) class PixelNeRFTrainer(trainlib.Trainer): def __init__(self): super().__init__(net, dset, val_dset, args, conf["train"], device=device) self.renderer_state_path = "%s/%s/_renderer" % ( self.args.checkpoints_path, self.args.name, ) self.lambda_coarse = conf.get_float("loss.lambda_coarse") self.lambda_fine = conf.get_float("loss.lambda_fine", 1.0) print( "lambda coarse {} and fine {}".format(self.lambda_coarse, self.lambda_fine) ) self.rgb_coarse_crit = loss.get_rgb_loss(conf["loss.rgb"], True) fine_loss_conf = conf["loss.rgb"] if "rgb_fine" in conf["loss"]: print("using fine loss") fine_loss_conf = conf["loss.rgb_fine"] self.rgb_fine_crit = loss.get_rgb_loss(fine_loss_conf, False) if args.resume: if os.path.exists(self.renderer_state_path): renderer.load_state_dict( torch.load(self.renderer_state_path, map_location=device) ) self.z_near = dset.z_near self.z_far = dset.z_far self.use_bbox = args.no_bbox_step > 0 def post_batch(self, epoch, batch): renderer.sched_step(args.batch_size) ... [5 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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testing
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refactoring
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Pythoncode:Python
| 3
| 1
| 2,979
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Training to a set of multiple objects (e.g. ShapeNet or DTU)\n# tensorboard logs available in logs/<expname>\n\nimport sys\nimport os\n\ndef extra_args(parser):\n parser.add_argument(\n \"--batch_size\", \"-B\", type=int, default=4, help=\"Object batch size ('SB')\"\n )\n parser.add_argument(\n \"--nviews\",\n \"-V\",\n type=str,\n default=\"1\",\n help=\"Number of source views (multiview); put multiple (space delim) to pick randomly per batch ('NV')\",\n )\n parser.add_argument(\n \"--freeze_enc\",\n action=\"store_true\",\n default=None,\n help=\"Freeze encoder weights and only train MLP\",\n )\n\n parser.add_argument(\n \"--no_bbox_step\",\n type=int,\n default=100000,\n help=\"Step to stop using bbox sampling\",\n )\n parser.add_argument(\n \"--fixed_test\",\n action=\"store_true\",\n default=None,\n help=\"Freeze encoder weights and only train MLP\",\n )\n return parser\n\n\nargs, conf = util.args.parse_args(extra_args, training=True, default_ray_batch_size=128)\ndevice = util.get_cuda(args.gpu_id[0])\n\ndset, val_dset, _ = get_split_dataset(args.dataset_format, args.datadir)\nprint(\n \"dset z_near {}, z_far {}, lindisp {}\".format(dset.z_near, dset.z_far, dset.lindisp)\n)\n\nnet = make_model(conf[\"model\"]).to(device=device)\nnet.stop_encoder_grad = args.freeze_enc\nif args.freeze_enc:\n print(\"Encoder frozen\")\n net.encoder.eval()\n\nrenderer = NeRFRenderer.from_conf(conf[\"renderer\"], lindisp=dset.lindisp,).to(\n device=device\n)\n\n# Parallize\nrender_par = renderer.bind_parallel(net, args.gpu_id).eval()\n\nnviews = list(map(int, args.nviews.split()))\n\n\nclass PixelNeRFTrainer(trainlib.Trainer):\n def __init__(self):\n super().__init__(net, dset, val_dset, args, conf[\"train\"], device=device)\n self.renderer_state_path = \"%s/%s/_renderer\" % (\n self.args.checkpoints_path,\n self.args.name,\n )\n\n self.lambda_coarse = conf.get_float(\"loss.lambda_coarse\")\n self.lambda_fine = conf.get_float(\"loss.lambda_fine\", 1.0)\n print(\n \"lambda coarse {} and fine {}\".format(self.lambda_coarse, self.lambda_fine)\n )\n self.rgb_coarse_crit = loss.get_rgb_loss(conf[\"loss.rgb\"], True)\n fine_loss_conf = conf[\"loss.rgb\"]\n if \"rgb_fine\" in conf[\"loss\"]:\n print(\"using fine loss\")\n fine_loss_conf = conf[\"loss.rgb_fine\"]\n self.rgb_fine_crit = loss.get_rgb_loss(fine_loss_conf, False)\n\n if args.resume:\n if os.path.exists(self.renderer_state_path):\n renderer.load_state_dict(\n torch.load(self.renderer_state_path, map_location=device)\n )\n\n self.z_near = dset.z_near\n self.z_far = dset.z_far\n\n self.use_bbox = args.no_bbox_step > 0\n\n def post_batch(self, epoch, batch):\n renderer.sched_step(args.batch_size)\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8a0ead4871ddc6b047237522f5f34d4d48742f52
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os import sys from pathlib import Path from typing import Sequence from napari_plugin_engine.dist import standard_metadata from napari_plugin_engine.exceptions import PluginError from qtpy.QtCore import QEvent, QProcess, QProcessEnvironment, QSize, Qt, Slot from qtpy.QtGui import QFont, QMovie from qtpy.QtWidgets import ( class Installer: def __init__(self, output_widget: QTextEdit = None): from ...plugins import plugin_manager # create install process self._output_widget = None self.process = QProcess() self.process.setProgram(sys.executable) self.process.setProcessChannelMode(QProcess.MergedChannels) self.process.readyReadStandardOutput.connect(self._on_stdout_ready) # setup process path env = QProcessEnvironment() combined_paths = os.pathsep.join(
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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 10 - expected ')' • Unclosed '(' at line 23 - expected ')' Fix: Complete the truncated code structure
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advanced
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database
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error_detection
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Pythoncode:Python
| 5
| 2
| 853
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport sys\nfrom pathlib import Path\nfrom typing import Sequence\n\nfrom napari_plugin_engine.dist import standard_metadata\nfrom napari_plugin_engine.exceptions import PluginError\nfrom qtpy.QtCore import QEvent, QProcess, QProcessEnvironment, QSize, Qt, Slot\nfrom qtpy.QtGui import QFont, QMovie\nfrom qtpy.QtWidgets import (\nclass Installer:\n def __init__(self, output_widget: QTextEdit = None):\n from ...plugins import plugin_manager\n\n # create install process\n self._output_widget = None\n self.process = QProcess()\n self.process.setProgram(sys.executable)\n self.process.setProcessChannelMode(QProcess.MergedChannels)\n self.process.readyReadStandardOutput.connect(self._on_stdout_ready)\n # setup process path\n env = QProcessEnvironment()\n combined_paths = os.pathsep.join("}, {"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 10 - expected ')'\n \u2022 Unclosed '(' at line 23 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a10a1ae5c36176cfdd1c3ad55656efe8325a99f
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: __all__ = ('create_partial_webhook_from_id', ) from scarletio import export
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Syntax Analysis:
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intermediate
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general
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syntax_repair
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Pythoncode:Python
| 1
| 0
| 77
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n__all__ = ('create_partial_webhook_from_id', )\n\nfrom scarletio import export"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
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MID_STRING
|
CRITICAL
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8a112375ff4d16de8957c825f7c7971fdb15e0cc
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: SCRABBLE_LETTER_VALUES = { 'a': 1, 'b': 3, 'c': 3, 'd': 2, 'e': 1, 'f': 4, 'g': 2, 'h': 4, 'i': 1, 'j': 8, 'k': 5, 'l': 1, 'm': 3, 'n': 1, 'o': 1, 'p': 3, 'q': 10, 'r': 1, 's': 1, 't': 1, 'u': 1, 'v': 4, 'w': 4, 'x': 8, 'y': 4, 'z': 10 } def getWordScore(word, n): """ Returns the score for a word. Assumes the word is a valid word. The score for a word is the sum of the points for letters in the word, multiplied by the length of the word, PLUS 50 points if all n letters are used on the first turn. Letters are scored as in Scrabble; A is worth 1, B is worth 3, C is worth 3, D is worth 2, E is worth 1, and so on (see SCRABBLE_LETTER_VALUES) word: string (lowercase letters) n: integer (HAND_SIZE; i.e., hand size required for additional points) returns: int >= 0 """ total_points = 0 for letter in word: total_points += SCRABBLE_LETTER_VALUES[letter] total_points *= len(word) if len(word) == n: total_points += 50 return total_points print(getWordScore('waybill', 7))
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Code Review: ❌ Critical issues: Unterminated string literal at line 7 ⚠️ Code quality: Unexpected indentation at line 2 Unexpected indentation at line 3 Unexpected indentation at line 8 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 15 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 24 Unexpected indentation at line 25 Unexpected indentation at line 27 ✨ Improvements: Add closing quote at line 7 Remove debug print() at line 29 before production
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intermediate
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ui
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code_review
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Pythoncode:Python
| 1
| 0
| 1,067
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nSCRABBLE_LETTER_VALUES = {\n 'a': 1, 'b': 3, 'c': 3, 'd': 2, 'e': 1, 'f': 4, 'g': 2, 'h': 4, 'i': 1, 'j': 8, 'k': 5, 'l': 1, 'm': 3, 'n': 1,\n 'o': 1, 'p': 3, 'q': 10, 'r': 1, 's': 1, 't': 1, 'u': 1, 'v': 4, 'w': 4, 'x': 8, 'y': 4, 'z': 10\n}\n\ndef getWordScore(word, n):\n \"\"\"\n Returns the score for a word. Assumes the word is a valid word.\n\n The score for a word is the sum of the points for letters in the\n word, multiplied by the length of the word, PLUS 50 points if all n\n letters are used on the first turn.\n\n Letters are scored as in Scrabble; A is worth 1, B is worth 3, C is\n worth 3, D is worth 2, E is worth 1, and so on (see SCRABBLE_LETTER_VALUES)\n\n word: string (lowercase letters)\n n: integer (HAND_SIZE; i.e., hand size required for additional points)\n returns: int >= 0\n \"\"\"\n total_points = 0\n for letter in word:\n total_points += SCRABBLE_LETTER_VALUES[letter]\n total_points *= len(word)\n if len(word) == n:\n total_points += 50\n return total_points\n\nprint(getWordScore('waybill', 7))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 7\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 2\n Unexpected indentation at line 3\n Unexpected indentation at line 8\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 15\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 24\n Unexpected indentation at line 25\n Unexpected indentation at line 27\n\n\u2728 Improvements:\n Add closing quote at line 7\n Remove debug print() at line 29 before production"}]
| false
| null | null | null |
8a1292fe9e365e4f3b12243aeeeb62b3fcd34222
|
TheStack--python--000.parquet
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Complete this Pythoncode:Python code: # coding: utf-8 class LusidInstrument(object): """NOTE: This class is auto generated by OpenAPI Generator. Ref: https://openapi-generator.tech Do not edit the class manually. """ """ Attributes: openapi_types (dict): The key is attribute name and the value is attribute type. attribute_map (dict): The key is attribute name and the value is json key in definition. required_map (dict): The key is attribute name and the value is whether it is 'required' or 'optional'. """ openapi_types = { 'instrument_type': 'str' } attribute_map = { 'instrument_type': 'instrumentType' } required_map = { 'instrument_type': 'required' } discriminator_value_class_map = { 'EquityOption': 'EquityOption', 'InstrumentLeg': 'InstrumentLeg', 'InterestRateSwaption': 'InterestRateSwaption', 'FxForward': 'FxForward', 'InterestRateSwap': 'InterestRateSwap', 'ExoticInstrument': 'ExoticInstrument', 'FxOption': 'FxOption', 'Bond': 'Bond', 'TermDeposit': 'TermDeposit', 'CreditDefaultSwap': 'CreditDefaultSwap', 'Future': 'Future' }
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def __init__(self, instrument_type=None): # noqa: E501 """ LusidInstrument - a model defined in OpenAPI :param instrument_type: The available values are: QuotedSecurity, InterestRateSwap, FxForward, Future, ExoticInstrument, FxOption, CreditDefaultSwap, InterestRateSwaption, Bond, EquityOption, FixedLeg, FloatingLeg, BespokeCashflowLeg, Unknown, TermDeposit (required) :type instrument_type: str """ # noqa: E501 self._instrument_type = None self.discriminator = 'instrument_type' self.instrument_type = instrument_type @property def instrument_type(self): """Gets the instrument_type of this LusidInstrument. # noqa: E501 The available values are: QuotedSecurity, InterestRateSwap, FxForward, Future, ExoticInstrument, FxOption, CreditDefaultSwap, InterestRateSwaption, Bond, EquityOption, FixedLeg, FloatingLeg, BespokeCashflowLeg, Unknown, TermDeposit # noqa: E501 :return: The instrument_type of this LusidInstrument. # noqa: E501 :rtype: str """ return self._instrument_type @instrument_type.setter ... [7 more functiondefs truncated] ...
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advanced
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api
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code_completion
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Pythoncode:Python
| 2
| 1
| 2,485
| false
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# coding: utf-8\n\nclass LusidInstrument(object):\n \"\"\"NOTE: This class is auto generated by OpenAPI Generator.\n Ref: https://openapi-generator.tech\n\n Do not edit the class manually.\n \"\"\"\n\n \"\"\"\n Attributes:\n openapi_types (dict): The key is attribute name\n and the value is attribute type.\n attribute_map (dict): The key is attribute name\n and the value is json key in definition.\n required_map (dict): The key is attribute name\n and the value is whether it is 'required' or 'optional'.\n \"\"\"\n openapi_types = {\n 'instrument_type': 'str'\n }\n\n attribute_map = {\n 'instrument_type': 'instrumentType'\n }\n\n required_map = {\n 'instrument_type': 'required'\n }\n\n discriminator_value_class_map = {\n 'EquityOption': 'EquityOption',\n 'InstrumentLeg': 'InstrumentLeg',\n 'InterestRateSwaption': 'InterestRateSwaption',\n 'FxForward': 'FxForward',\n 'InterestRateSwap': 'InterestRateSwap',\n 'ExoticInstrument': 'ExoticInstrument',\n 'FxOption': 'FxOption',\n 'Bond': 'Bond',\n 'TermDeposit': 'TermDeposit',\n 'CreditDefaultSwap': 'CreditDefaultSwap',\n 'Future': 'Future'\n }"}, {"role": "assistant", "content": "\n\n def __init__(self, instrument_type=None): # noqa: E501\n \"\"\"\n LusidInstrument - a model defined in OpenAPI\n\n :param instrument_type: The available values are: QuotedSecurity, InterestRateSwap, FxForward, Future, ExoticInstrument, FxOption, CreditDefaultSwap, InterestRateSwaption, Bond, EquityOption, FixedLeg, FloatingLeg, BespokeCashflowLeg, Unknown, TermDeposit (required)\n :type instrument_type: str\n\n \"\"\" # noqa: E501\n\n self._instrument_type = None\n self.discriminator = 'instrument_type'\n\n self.instrument_type = instrument_type\n\n @property\n def instrument_type(self):\n \"\"\"Gets the instrument_type of this LusidInstrument. # noqa: E501\n\n The available values are: QuotedSecurity, InterestRateSwap, FxForward, Future, ExoticInstrument, FxOption, CreditDefaultSwap, InterestRateSwaption, Bond, EquityOption, FixedLeg, FloatingLeg, BespokeCashflowLeg, Unknown, TermDeposit # noqa: E501\n\n :return: The instrument_type of this LusidInstrument. # noqa: E501\n :rtype: str\n \"\"\"\n return self._instrument_type\n\n @instrument_type.setter\n\n ... [7 more functiondefs truncated] ..."}]
| false
| null | null | null |
8a13575cd76b03c2660c0f973dca2598509c1205
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os import sys import sqlite3 con = None filename = 'certificado' # Abrir banco de dados para ler nomes. try: con = sqlite3.connect('math.db') cur = con.cursor() cur.execute('select * from math') data = cur.fetchall() except sqlite3.Error, e: print "Error %s:" % e.args[0] sys.exit(1) finally: if con: con.close() # Gerar um certificado para cada nome. for row in data: # Complete this line old = f.readlines() if old[0][1:4] == 'def': offset = 1 else: offset = 0 f.seek(0) f.write('\\def\\name {'+row[0]+'}\n') f.writelines(old[offset:]) f.close() # Compilar arquivo LaTeX try: os.system('pdflatex '+filename+'.tex') os.system('mv '+filename+'.pdf '+filename+'_'+row[0].replace(' ','_')+'.pdf') #os.system('xdg-open '+filename+'.pdf &') except OSError: print('LaTeX not installed.')
|
The missing line is: f = open(filename+'.tex','r+')
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intermediate
|
database
|
fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 936
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport os\nimport sys\nimport sqlite3\n\ncon = None\nfilename = 'certificado'\n\n# Abrir banco de dados para ler nomes.\ntry:\n con = sqlite3.connect('math.db')\n cur = con.cursor() \n cur.execute('select * from math')\n data = cur.fetchall()\n\nexcept sqlite3.Error, e:\n\n print \"Error %s:\" % e.args[0]\n sys.exit(1)\n\nfinally:\n\n if con:\n con.close()\n\n# Gerar um certificado para cada nome.\nfor row in data:\n # Complete this line\n old = f.readlines()\n if old[0][1:4] == 'def':\n offset = 1\n else:\n offset = 0\n f.seek(0)\n f.write('\\\\def\\\\name {'+row[0]+'}\\n')\n f.writelines(old[offset:])\n f.close()\n\n# Compilar arquivo LaTeX\n try:\n os.system('pdflatex '+filename+'.tex')\n os.system('mv '+filename+'.pdf '+filename+'_'+row[0].replace(' ','_')+'.pdf')\n #os.system('xdg-open '+filename+'.pdf &')\n except OSError:\n print('LaTeX not installed.')"}, {"role": "assistant", "content": "The missing line is:\n f = open(filename+'.tex','r+')"}]
| false
| null | null | null |
8a13a931088f76e07468fa49084284d44b5cf0eb
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from pathlib import Path from meth5.meth5 import MetH5File def main(m5file:Path, chunk_size:int, quiet:bool): with MetH5File(m5file, "r", chunk_size=chunk_size) as f: for chrom in f.get_chromosomes(): print(f"{chrom}: {f[chrom].get_number_of_chunks()}")
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Code analysis results: 💡 Suggestions: Remove debug print() at line 8 before production No critical issues found Consider adding unit tests Add inline comments for complex logic
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intermediate
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ui
|
debugging
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Pythoncode:Python
| 1
| 0
| 280
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom pathlib import Path\nfrom meth5.meth5 import MetH5File\n\n\ndef main(m5file:Path, chunk_size:int, quiet:bool):\n with MetH5File(m5file, \"r\", chunk_size=chunk_size) as f:\n for chrom in f.get_chromosomes():\n print(f\"{chrom}: {f[chrom].get_number_of_chunks()}\")"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 8 before production\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
8a13fa0bd9273ba0ef6fc5a2231a5c8269835d8e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # script to make seasonal means and stddev images of 4-day sig0 # values. import os import sys import glob
|
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
|
data_processing
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error_detection
|
Pythoncode:Python
| 0
| 0
| 130
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\n# script to make seasonal means and stddev images of 4-day sig0\n# values.\n\nimport os\nimport sys\nimport glob"}, {"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
|
8a14e512e0f7f79c5bcbfd4af00b8cc29f035958
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: primeiro = int(input('Digite o priemiro termo da PA: ')) razão = int(input('Digite a razão da PA: ')) termo = primeiro cont = 1 total = 0 mais = 10 # Complete this line total += mais while cont <= total: print(f'{termo} ', end='') termo += razão cont += 1 print('Pausa') mais = int(input('Quantos termos você quer usar a mais? ')) print(f'a progressão foi finalizada com {total} termos mostrados')
|
The missing line is: while mais != 0:
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 434
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nprimeiro = int(input('Digite o priemiro termo da PA: '))\nraz\u00e3o = int(input('Digite a raz\u00e3o da PA: '))\ntermo = primeiro\ncont = 1\ntotal = 0\nmais = 10\n # Complete this line\n total += mais\n while cont <= total:\n print(f'{termo} ', end='')\n termo += raz\u00e3o\n cont += 1\n print('Pausa')\n mais = int(input('Quantos termos voc\u00ea quer usar a mais? '))\nprint(f'a progress\u00e3o foi finalizada com {total} termos mostrados')"}, {"role": "assistant", "content": "The missing line is:\nwhile mais != 0:"}]
| false
| null | null | null |
8a15ab57e7398ab067062419a83d15fd9bf34d36
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from lxml.etree import Element, QName from typing import Union, List, Any from tqdm import tqdm import logging from arxml_data_extractor.handler import value_handler from arxml_data_extractor.handler.path_handler import PathHandler from arxml_data_extractor.asr.asr_parser import AsrParser from arxml_data_extractor.query.data_query import DataQuery from arxml_data_extractor.query.data_object import DataObject from arxml_data_extractor.query.data_value import DataValue class ObjectHandler(): def __init__(self, parser: AsrParser): self.logger = logging.getLogger() self.path_handler = PathHandler(parser) def handle(self, data_object: DataObject, node: Element = None) -> Union[list, dict]: is_not_root = True if node is None: is_not_root = False node = self.path_handler.parser.root if is_not_root: self.logger.info(f'ObjectHandler - handle DataObject(\'{data_object.name}\')') else: self.logger.info(f'ObjectHandler - [root] handle DataObject(\'{data_object.name}\')') values = [] ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: elements = self.path_handler.elements_by_path(data_object.path, node) for element in tqdm( elements, desc=f'Handle DataObject(\'{data_object.name}\')', disable=is_not_root,
|
advanced
|
database
|
incomplete_code
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Pythoncode:Python
| 2
| 1
| 1,135
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom lxml.etree import Element, QName\r\nfrom typing import Union, List, Any\r\nfrom tqdm import tqdm\r\nimport logging\r\n\r\nfrom arxml_data_extractor.handler import value_handler\r\nfrom arxml_data_extractor.handler.path_handler import PathHandler\r\nfrom arxml_data_extractor.asr.asr_parser import AsrParser\r\nfrom arxml_data_extractor.query.data_query import DataQuery\r\nfrom arxml_data_extractor.query.data_object import DataObject\r\nfrom arxml_data_extractor.query.data_value import DataValue\r\n\r\n\r\nclass ObjectHandler():\r\n\r\n def __init__(self, parser: AsrParser):\r\n self.logger = logging.getLogger()\r\n self.path_handler = PathHandler(parser)\r\n\r\n def handle(self, data_object: DataObject, node: Element = None) -> Union[list, dict]:\r\n is_not_root = True\r\n if node is None:\r\n is_not_root = False\r\n node = self.path_handler.parser.root\r\n\r\n if is_not_root:\r\n self.logger.info(f'ObjectHandler - handle DataObject(\\'{data_object.name}\\')')\r\n else:\r\n self.logger.info(f'ObjectHandler - [root] handle DataObject(\\'{data_object.name}\\')')\r\n\r\n values = []\r\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 elements = self.path_handler.elements_by_path(data_object.path, node)\r\n for element in tqdm(\r\n elements,\r\n desc=f'Handle DataObject(\\'{data_object.name}\\')',\r\n disable=is_not_root,"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a16b528f332e28d501ffe602ae57113af02e27c
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- def get_dataset_create_info(dataset_id, dataset_type): """获取数据足迹中和数据创建相关信息 :param dataset_id: 数据id :param dataset_type: 数据类型 :return: 数据创建相关信息 :rtype: list """ # 1)从dgraph中获取数据创建相关信息 data_set_create_info_statement = """ { get_dataset_create_info(func: eq(%s, "%s")){created_by created_at} } """ % ( DATASET_CREATE_MAPPINGS[dataset_type]['data_set_pk'], dataset_id, ) query_result = MetaApi.complex_search( {"backend_type": ComplexSearchBackendType.DGRAPH.value, "statement": data_set_create_info_statement}, raw=True ) create_info_ret = query_result['data']['data']['get_dataset_create_info'] if not (isinstance(create_info_ret, list) and create_info_ret): raise dm_pro_errors.GetDataSetCreateInfoError(message_kv={'dataset_id': dataset_id}) # 2)得到格式化创建信息 create_trace_dict = deepcopy(DATASET_CREATE_EVENT_INFO_DICT) create_trace_dict.update( { "sub_type": dataset_type, "sub_type_alias": DATASET_CREATE_MAPPINGS[dataset_type]['data_set_create_alias'], "description": DATASET_CREATE_MAPPINGS[dataset_type]['data_set_create_alias'], "created_at": utc_to_local(create_info_ret[0]['created_at']), "created_by": create_info_ret[0]['created_by'], "show_type": DataTraceShowType.DISPLAY.value, "datetime": str_to_datetime(utc_to_local(create_info_ret[0]['created_at'])), "status": DataTraceFinishStatus.STATUS, "status_alias": DataTraceFinishStatus.STATUS_ALIAS, } ) return [create_trace_dict]
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 1,663
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef get_dataset_create_info(dataset_id, dataset_type):\n \"\"\"\u83b7\u53d6\u6570\u636e\u8db3\u8ff9\u4e2d\u548c\u6570\u636e\u521b\u5efa\u76f8\u5173\u4fe1\u606f\n\n :param dataset_id: \u6570\u636eid\n :param dataset_type: \u6570\u636e\u7c7b\u578b\n\n :return: \u6570\u636e\u521b\u5efa\u76f8\u5173\u4fe1\u606f\n :rtype: list\n \"\"\"\n # 1)\u4ecedgraph\u4e2d\u83b7\u53d6\u6570\u636e\u521b\u5efa\u76f8\u5173\u4fe1\u606f\n data_set_create_info_statement = \"\"\"\n {\n get_dataset_create_info(func: eq(%s, \"%s\")){created_by created_at}\n }\n \"\"\" % (\n DATASET_CREATE_MAPPINGS[dataset_type]['data_set_pk'],\n dataset_id,\n )\n query_result = MetaApi.complex_search(\n {\"backend_type\": ComplexSearchBackendType.DGRAPH.value, \"statement\": data_set_create_info_statement}, raw=True\n )\n create_info_ret = query_result['data']['data']['get_dataset_create_info']\n if not (isinstance(create_info_ret, list) and create_info_ret):\n raise dm_pro_errors.GetDataSetCreateInfoError(message_kv={'dataset_id': dataset_id})\n\n # 2)\u5f97\u5230\u683c\u5f0f\u5316\u521b\u5efa\u4fe1\u606f\n create_trace_dict = deepcopy(DATASET_CREATE_EVENT_INFO_DICT)\n create_trace_dict.update(\n {\n \"sub_type\": dataset_type,\n \"sub_type_alias\": DATASET_CREATE_MAPPINGS[dataset_type]['data_set_create_alias'],\n \"description\": DATASET_CREATE_MAPPINGS[dataset_type]['data_set_create_alias'],\n \"created_at\": utc_to_local(create_info_ret[0]['created_at']),\n \"created_by\": create_info_ret[0]['created_by'],\n \"show_type\": DataTraceShowType.DISPLAY.value,\n \"datetime\": str_to_datetime(utc_to_local(create_info_ret[0]['created_at'])),\n \"status\": DataTraceFinishStatus.STATUS,\n \"status_alias\": DataTraceFinishStatus.STATUS_ALIAS,\n }\n )\n return [create_trace_dict]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8a19876a956cc7df8eee4ce39d6fc5531c4cfc7c
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import locale import glob import os import os.path import requests import tarfile import sys import re import gensim from gensim.models.doc2vec import TaggedDocument from collections import namedtuple from gensim.models import Doc2Vec import gensim.models.doc2vec from collections import OrderedDict import multiprocessing from gensim.test.test_doc2vec import ConcatenatedDoc2Vec import pickle reload(sys) sys.setdefaultencoding("utf-8") #dirname = '/scratch/ap4608/judge_data' #locale.setlocale(locale.LC_ALL, 'C') # # ## Convert text to lower-case and strip punctuation/symbols from words #def normalize_text(text): # norm_text = text.lower() # # # Replace breaks with spaces # norm_text = norm_text.replace('<br />', ' ') # # # Pad punctuation with spaces on both sides # for char in ['.', '"', ',', '(', ')', '!', '?', ';', ':']: # norm_text = norm_text.replace(char, ' ' + char + ' ') # # return norm_text # # ## Concat and normalize test/train data #folders = os.listdir(dirname) #alldata = '' # #for fol in folders: # temp = '' # output = fol.replace('/', '-') + '.txt' # # # Is there a better pattern to use? # txt_files = glob.glob('/'.join([dirname, fol, '*.txt'])) # # for txt in txt_files: # with open(txt, 'r') as t: # control_chars = [chr(0x85)] # t_clean = t.read() # # t_clean = t_clean.replace('\n', ' ') # t_clean = re.sub(r'[^\x00-\x7F]+',' ', t_clean) # # for c in control_chars: # t_clean = t_clean.replace(c, ' ') # # temp += t_clean # # temp += "\n" # # temp_norm = normalize_text(temp) # # if len(temp_norm) == 1: # continue # # with open('/'.join([dirname, output]), 'w') as n: # n.write(temp_norm) # # alldata += temp_norm # #with open('/'.join([dirname, 'alldata-id.txt']), 'w') as f: # for idx, line in enumerate(alldata.splitlines()): # num_line = "_*{0} {1}\n".format(idx, line) # f.write(num_line) # #SentimentDocument = namedtuple('SentimentDocument', 'words tags split sentiment') # #alldocs = [] # will hold all docs in original order #with open(os.path.join(dirname, 'alldata-id.txt')) as alldata: # for line_no, line in enumerate(alldata): # tokens = gensim.utils.to_unicode(line).split() # words = tokens[1:] # tags = [line_no] # `tags = [tokens[0]]` would also work at extra memory cost # split = ['train','test','extra','extra'][line_no//25000] # 25k train, 25k test, 25k extra # sentiment = [1.0, 0.0, 1.0, 0.0, None, None, None, None][line_no//12500] # [12.5K pos, 12.5K neg]*2 then unknown # alldocs.append(SentimentDocument(words, tags, split, sentiment)) # #train_docs = [doc for doc in alldocs if doc.split == 'train'] #test_docs = [doc for doc in alldocs if doc.split == 'test'] #doc_list = alldocs[:] # for reshuffling per pass # #cores = multiprocessing.cpu_count() #assert gensim.models.doc2vec.FAST_VERSION > -1, "this w ... [code truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 40 Block at line 33 has no indented body Block at line 40 has no indented body Block at line 50 has no indented body Block at line 57 has no indented body Block at line 58 has no indented body Block at line 65 has no indented body Block at line 74 has no indented body Block at line 77 has no indented body Block at line 82 has no indented body Block at line 83 has no indented body Block at line 90 has no indented body Block at line 91 has no indented body Invalid syntax at line 106: ... [code truncated] ... ✨ Improvements: Complete the expression on the last line Add closing quote at line 40 Review syntax near the error location
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 0
| 0
| 3,033
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport locale\nimport glob\nimport os\nimport os.path\nimport requests\nimport tarfile\nimport sys\nimport re\n\nimport gensim\nfrom gensim.models.doc2vec import TaggedDocument\nfrom collections import namedtuple\n\nfrom gensim.models import Doc2Vec\nimport gensim.models.doc2vec\nfrom collections import OrderedDict\nimport multiprocessing\n\nfrom gensim.test.test_doc2vec import ConcatenatedDoc2Vec\n\nimport pickle\n\n\nreload(sys)\nsys.setdefaultencoding(\"utf-8\")\n\n\n#dirname = '/scratch/ap4608/judge_data'\n#locale.setlocale(locale.LC_ALL, 'C')\n#\n#\n## Convert text to lower-case and strip punctuation/symbols from words\n#def normalize_text(text):\n# norm_text = text.lower()\n#\n# # Replace breaks with spaces\n# norm_text = norm_text.replace('<br />', ' ')\n#\n# # Pad punctuation with spaces on both sides\n# for char in ['.', '\"', ',', '(', ')', '!', '?', ';', ':']:\n# norm_text = norm_text.replace(char, ' ' + char + ' ')\n#\n# return norm_text\n#\n#\n## Concat and normalize test/train data\n#folders = os.listdir(dirname)\n#alldata = ''\n#\n#for fol in folders:\n# temp = ''\n# output = fol.replace('/', '-') + '.txt'\n#\n# # Is there a better pattern to use?\n# txt_files = glob.glob('/'.join([dirname, fol, '*.txt']))\n#\n# for txt in txt_files:\n# with open(txt, 'r') as t:\n# control_chars = [chr(0x85)]\n# t_clean = t.read()\n#\n# t_clean = t_clean.replace('\\n', ' ')\n# t_clean = re.sub(r'[^\\x00-\\x7F]+',' ', t_clean)\n#\n# for c in control_chars:\n# t_clean = t_clean.replace(c, ' ')\n#\n# temp += t_clean\n#\n# temp += \"\\n\"\n#\n# temp_norm = normalize_text(temp)\n#\n# if len(temp_norm) == 1:\n# continue\n#\n# with open('/'.join([dirname, output]), 'w') as n:\n# n.write(temp_norm)\n#\n# alldata += temp_norm\n#\n#with open('/'.join([dirname, 'alldata-id.txt']), 'w') as f:\n# for idx, line in enumerate(alldata.splitlines()):\n# num_line = \"_*{0} {1}\\n\".format(idx, line)\n# f.write(num_line)\n#\n#SentimentDocument = namedtuple('SentimentDocument', 'words tags split sentiment')\n#\n#alldocs = [] # will hold all docs in original order\n#with open(os.path.join(dirname, 'alldata-id.txt')) as alldata:\n# for line_no, line in enumerate(alldata):\n# tokens = gensim.utils.to_unicode(line).split()\n# words = tokens[1:]\n# tags = [line_no] # `tags = [tokens[0]]` would also work at extra memory cost\n# split = ['train','test','extra','extra'][line_no//25000] # 25k train, 25k test, 25k extra\n# sentiment = [1.0, 0.0, 1.0, 0.0, None, None, None, None][line_no//12500] # [12.5K pos, 12.5K neg]*2 then unknown\n# alldocs.append(SentimentDocument(words, tags, split, sentiment))\n#\n#train_docs = [doc for doc in alldocs if doc.split == 'train']\n#test_docs = [doc for doc in alldocs if doc.split == 'test']\n#doc_list = alldocs[:] # for reshuffling per pass\n#\n#cores = multiprocessing.cpu_count()\n#assert gensim.models.doc2vec.FAST_VERSION > -1, \"this w\n\n ... [code 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 40\n Block at line 33 has no indented body\n Block at line 40 has no indented body\n Block at line 50 has no indented body\n Block at line 57 has no indented body\n Block at line 58 has no indented body\n Block at line 65 has no indented body\n Block at line 74 has no indented body\n Block at line 77 has no indented body\n Block at line 82 has no indented body\n Block at line 83 has no indented body\n Block at line 90 has no indented body\n Block at line 91 has no indented body\n Invalid syntax at line 106: ... [code truncated] ...\n\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 40\n Review syntax near the error location"}]
| false
| null | null | null |
8a1ac6639a0c1cc52dd72036d5f1b225c44d7b2f
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import unittest from caravan.task import Task from caravan.tables import Tables class TestRun(unittest.TestCase): def setUp(self): self.t = Tables.get() self.t.clear() def test_task(self): t = Task(1234, "echo hello world") self.assertEqual(t.id(), 1234) self.assertEqual(t.is_finished(), False) self.assertEqual(t.command(), "echo hello world") t._store_result([1.0, 2.0, 3.0], 0, 3, 111, 222) self.assertTrue(t.is_finished()) self.assertEqual(t.rc(), 0) self.assertEqual(t.rank(), 3) self.assertEqual(t.start_at(), 111) self.assertEqual(t.finish_at(), 222) def test_create(self): for i in range(10): t = Task.create("echo %d" % i) self.assertEqual(t.id(), i) self.assertEqual(t.is_finished(), False) self.assertEqual(len(Task.all()), 10) def test_all(self): tasks = [Task.create("echo %d" % i) for i in range(10)] self.assertEqual(Task.all(), tasks) def test_find(self): tasks = [Task.create("echo %d" % i) for i in range(10)] self.assertEqual(Task.find(5).id(), 5) self.assertEqual(Task.find(5), tasks[5]) if __name__ == '__main__': unittest.main()
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 9 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 💡 Suggestions: Add docstring to class 'TestRun' Add docstring to function 'test_task'
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advanced
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testing
|
debugging
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Pythoncode:Python
| 5
| 1
| 1,272
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport unittest\nfrom caravan.task import Task\nfrom caravan.tables import Tables\n\n\nclass TestRun(unittest.TestCase):\n def setUp(self):\n self.t = Tables.get()\n self.t.clear()\n\n def test_task(self):\n t = Task(1234, \"echo hello world\")\n self.assertEqual(t.id(), 1234)\n self.assertEqual(t.is_finished(), False)\n self.assertEqual(t.command(), \"echo hello world\")\n t._store_result([1.0, 2.0, 3.0], 0, 3, 111, 222)\n self.assertTrue(t.is_finished())\n self.assertEqual(t.rc(), 0)\n self.assertEqual(t.rank(), 3)\n self.assertEqual(t.start_at(), 111)\n self.assertEqual(t.finish_at(), 222)\n\n def test_create(self):\n for i in range(10):\n t = Task.create(\"echo %d\" % i)\n self.assertEqual(t.id(), i)\n self.assertEqual(t.is_finished(), False)\n self.assertEqual(len(Task.all()), 10)\n\n def test_all(self):\n tasks = [Task.create(\"echo %d\" % i) for i in range(10)]\n self.assertEqual(Task.all(), tasks)\n\n def test_find(self):\n tasks = [Task.create(\"echo %d\" % i) for i in range(10)]\n self.assertEqual(Task.find(5).id(), 5)\n self.assertEqual(Task.find(5), tasks[5])\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 9\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'TestRun'\n Add docstring to function 'test_task'"}]
| false
| null | null | null |
8a1c71c22813d34b18261a3c040c83b4a288d938
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- import os import json from splash import defaults from splash.utils import to_bytes, path_join_secure from splash.errors import BadOption class RenderOptions(object): """ Options that control how to render a response. """ _REQUIRED = object() def __init__(self, data, max_timeout): self.data = data self.max_timeout = max_timeout @classmethod def raise_error(cls, argument, description, type='bad_argument', **kwargs): params = { 'type': type, 'argument': argument, 'description': description } params.update(kwargs) raise BadOption(params) @classmethod def fromrequest(cls, request, max_timeout): """ Initialize options from a Twisted Request. """ # 1. GET / POST data data = {key.decode('utf-8'): values[0].decode('utf-8') for key, values in request.args.items()} if request.method == b'POST': content_type = request.getHeader(b'content-type') if content_type: request.content.seek(0) # 2. application/json POST data if b'application/json' in content_type: try: content = request.content.read().decode('utf-8') data.update(json.loads(content)) except ValueError as e: raise BadOption({ 'type': 'invalid_json',
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'description': "Can't decode JSON", 'message': str(e), }) # 3. js_source from application/javascript POST requests if b'application/javascript' in content_type: data['js_source'] = request.content.read().decode('utf-8') request.content.seek(0) data['uid'] = id(request) return cls(data, max_timeout) def get_expired_args(self, cache): """ Return a list of argument names from load_args which can't be loaded """ return cache.get_missing(self.get_load_args().items()) def save_args_to_cache(self, cache): """ Process save_args and put all values to cache. Return a list of (name, key) pairs. """ save_args = self.get_save_args() save_values = [self.data.get(name) for name in save_args] keys = cache.add_many(save_values) return list(zip(save_args, keys)) def load_cached_args(self, cache): load_args = self.get_load_args() for name, key in (load_args or {}).items(): self.data[name] = cache[key] ... [40 more functiondefs truncated] ...
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advanced
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api
|
code_completion
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Pythoncode:Python
| 6
| 1
| 2,791
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nimport os\nimport json\n\nfrom splash import defaults\nfrom splash.utils import to_bytes, path_join_secure\nfrom splash.errors import BadOption\n\n\nclass RenderOptions(object):\n \"\"\"\n Options that control how to render a response.\n \"\"\"\n\n _REQUIRED = object()\n\n def __init__(self, data, max_timeout):\n self.data = data\n self.max_timeout = max_timeout\n\n @classmethod\n def raise_error(cls, argument, description, type='bad_argument', **kwargs):\n params = {\n 'type': type,\n 'argument': argument,\n 'description': description\n }\n params.update(kwargs)\n raise BadOption(params)\n\n @classmethod\n def fromrequest(cls, request, max_timeout):\n \"\"\"\n Initialize options from a Twisted Request.\n \"\"\"\n\n # 1. GET / POST data\n data = {key.decode('utf-8'): values[0].decode('utf-8') for key, values\n in request.args.items()}\n if request.method == b'POST':\n content_type = request.getHeader(b'content-type')\n if content_type:\n request.content.seek(0)\n\n # 2. application/json POST data\n if b'application/json' in content_type:\n try:\n content = request.content.read().decode('utf-8')\n data.update(json.loads(content))\n except ValueError as e:\n raise BadOption({\n 'type': 'invalid_json',"}, {"role": "assistant", "content": "\n 'description': \"Can't decode JSON\",\n 'message': str(e),\n })\n\n # 3. js_source from application/javascript POST requests\n if b'application/javascript' in content_type:\n data['js_source'] = request.content.read().decode('utf-8')\n request.content.seek(0)\n\n data['uid'] = id(request)\n return cls(data, max_timeout)\n\n def get_expired_args(self, cache):\n \"\"\"\n Return a list of argument names from load_args which can't be loaded\n \"\"\"\n return cache.get_missing(self.get_load_args().items())\n\n def save_args_to_cache(self, cache):\n \"\"\"\n Process save_args and put all values to cache.\n Return a list of (name, key) pairs.\n \"\"\"\n save_args = self.get_save_args()\n save_values = [self.data.get(name) for name in save_args]\n keys = cache.add_many(save_values)\n return list(zip(save_args, keys))\n\n def load_cached_args(self, cache):\n load_args = self.get_load_args()\n for name, key in (load_args or {}).items():\n self.data[name] = cache[key]\n\n\n ... [40 more functiondefs truncated] ..."}]
| false
| null | null | null |
8a1cd65b30b7bbba4f6241ea55e68759c3f56fc4
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # code.... a = 1 b = 2 c = 3 s = a+b+c r = s/3 print(r) # code.... ''' def average(): a=1 b=2 c=3 s=a+b+c r=s/3 print(r) average() ''' ''' #input #parameter #argument def average(a,b,c): s=a+b+c r=s/3 print(r) average(10,20,30) ''' def average(a, b, c): s = a+b+c r = s/3 return r print(average(10, 20, 30))
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 10 ⚠️ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 💡 Suggestions: Add closing quote at line 10 Remove debug print() at line 7 before production Remove debug print() at line 17 before production
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intermediate
|
general
|
debugging
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Pythoncode:Python
| 3
| 0
| 362
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# code....\na = 1\nb = 2\nc = 3\ns = a+b+c\nr = s/3\nprint(r)\n# code....\n\n'''\ndef average():\n a=1\n b=2\n c=3\n s=a+b+c\n r=s/3\n print(r)\naverage()\n'''\n\n'''\n#input\n#parameter\n#argument\ndef average(a,b,c):\n s=a+b+c\n r=s/3\n print(r)\naverage(10,20,30)\n'''\n\n\ndef average(a, b, c):\n s = a+b+c\n r = s/3\n return r\n\n\nprint(average(10, 20, 30))"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 10\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 10\n Remove debug print() at line 7 before production\n Remove debug print() at line 17 before production"}]
| false
| null | null | null |
8a1d8b11d101fed7641300b2c4ef25ddc8a61c8b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # runs after the job (and after the default post-filter) from galaxy.tools.parameters import DataToolParameter # Older py compatibility try: set() except: from sets import Set as set def validate_input( trans, error_map, param_values, page_param_map ): dbkeys = set() data_param_names = set() data_params = 0 for name, param in page_param_map.items(): if isinstance( param, DataToolParameter ): # for each dataset parameter if param_values.get(name, None) is not None: dbkeys.add( param_values[name].dbkey ) data_params += 1 # check meta data try: param = param_values[name] int( param.metadata.startCol ) int( param.metadata.endCol ) int( param.metadata.chromCol ) if param.metadata.strandCol is not None: int( param.metadata.strandCol ) except: error_msg = ("The attributes of this dataset are not properly set. " "Click the pencil icon in the history item to set the chrom, start, end and strand columns.") error_map[name] = error_msg data_param_names.add( name ) if len( dbkeys ) > 1: for dbkeys in data_param_names: error_map[name] = "All datasets must belong to same genomic build, " \ "this dataset is linked to build '%s'" % param_values[name].dbkey if data_params != len(data_param_names): for name in data_param_names: error_map[name] = "A dataset of the appropriate type is required"
|
Error Analysis: Error Type: VARIABLE_SHADOWING Error: VARIABLE_SHADOWING Fix: Use different variable name in nested scope
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,720
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\n# runs after the job (and after the default post-filter)\nfrom galaxy.tools.parameters import DataToolParameter\n# Older py compatibility\ntry:\n set()\nexcept:\n from sets import Set as set\n\n\ndef validate_input( trans, error_map, param_values, page_param_map ):\n dbkeys = set()\n data_param_names = set()\n data_params = 0\n for name, param in page_param_map.items():\n if isinstance( param, DataToolParameter ):\n # for each dataset parameter\n if param_values.get(name, None) is not None:\n dbkeys.add( param_values[name].dbkey )\n data_params += 1\n # check meta data\n try:\n param = param_values[name]\n int( param.metadata.startCol )\n int( param.metadata.endCol )\n int( param.metadata.chromCol )\n if param.metadata.strandCol is not None:\n int( param.metadata.strandCol )\n except:\n error_msg = (\"The attributes of this dataset are not properly set. \"\n \"Click the pencil icon in the history item to set the chrom, start, end and strand columns.\")\n error_map[name] = error_msg\n data_param_names.add( name )\n if len( dbkeys ) > 1:\n for dbkeys in data_param_names:\n error_map[name] = \"All datasets must belong to same genomic build, \" \\\n \"this dataset is linked to build '%s'\" % param_values[name].dbkey\n if data_params != len(data_param_names):\n for name in data_param_names:\n error_map[name] = \"A dataset of the appropriate type is required\""}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: VARIABLE_SHADOWING\n Error: VARIABLE_SHADOWING\n\n Fix: Use different variable name in nested scope"}]
| true
|
logical
|
VARIABLE_SHADOWING
|
LOW
|
8a1dc389d59f49c155580d9fe0bb5e5e94a7281e
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python2 # Copyright (c) 2014-2015 The Bitcoin Core developers # Distributed under the MIT software license, see the accompanying # file COPYING or http://www.opensource.org/licenses/mit-license.php. # Exercise the listtransactions API from test_framework.test_framework import BitcoinTestFramework from test_framework.util import * def check_array_result(object_array, to_match, expected): """ Pass in array of JSON objects, a dictionary with key/value pairs to match against, and another dictionary with expected key/value pairs. """ num_matched = 0 for item in object_array: all_match = True for key,value in to_match.items():
|
if item[key] != value: all_match = False if not all_match: continue for key,value in expected.items(): if item[key] != value: raise AssertionError("%s : expected %s=%s"%(str(item), str(key), str(value))) num_matched = num_matched+1 if num_matched == 0: raise AssertionError("No objects matched %s"%(str(to_match))) class ListTransactionsTest(BitcoinTestFramework): ... [1 more functiondefs truncated] ...
|
advanced
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testing
|
code_completion
|
Pythoncode:Python
| 1
| 1
| 1,214
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python2\n# Copyright (c) 2014-2015 The Bitcoin Core developers\n# Distributed under the MIT software license, see the accompanying\n# file COPYING or http://www.opensource.org/licenses/mit-license.php.\n\n# Exercise the listtransactions API\n\nfrom test_framework.test_framework import BitcoinTestFramework\nfrom test_framework.util import *\n\n\ndef check_array_result(object_array, to_match, expected):\n \"\"\"\n Pass in array of JSON objects, a dictionary with key/value pairs\n to match against, and another dictionary with expected key/value\n pairs.\n \"\"\"\n num_matched = 0\n for item in object_array:\n all_match = True\n for key,value in to_match.items():"}, {"role": "assistant", "content": "\n if item[key] != value:\n all_match = False\n if not all_match:\n continue\n for key,value in expected.items():\n if item[key] != value:\n raise AssertionError(\"%s : expected %s=%s\"%(str(item), str(key), str(value)))\n num_matched = num_matched+1\n if num_matched == 0:\n raise AssertionError(\"No objects matched %s\"%(str(to_match)))\n\nclass ListTransactionsTest(BitcoinTestFramework):\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
8a1e3dc4bc93e35762cbfc644a38e3db21861cda
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- def __virtual__(): ''' Only load on POSIX-like systems ''' # Disable on Windows, a specific file module exists: if salt.utils.is_windows(): return False return True def _list_mounts(): ret = {} if __grains__['os'] in ['MacOS', 'Darwin']: mounts = __salt__['cmd.run_stdout']('mount') else: mounts = __salt__['cmd.run_stdout']('mount -l') for line in mounts.split('\n'): comps = re.sub(r"\s+", " ", line).split() ret[comps[2]] = comps[0] return ret def _active_mountinfo(ret): _list = _list_mounts() filename = '/proc/self/mountinfo' if not os.access(filename, os.R_OK): msg = 'File not readable {0}' raise CommandExecutionError(msg.format(filename)) blkid_info = __salt__['disk.blkid']() with salt.utils.fopen(filename) as ifile: for line in ifile: comps = line.split() device = comps[2].split(':') device_name = comps[8] device_uuid = None if device_name: # Complete this line device_uuid = device_uuid and device_uuid.lower() ret[comps[4]] = {'mountid': comps[0], 'parentid': comps[1], 'major': device[0], 'minor': device[1], 'root': comps[3], 'opts': comps[5].split(','), 'fstype': comps[7], 'device': device_name, 'alt_device': _list.get(comps[4], None), 'superopts': comps[9].split(','), 'device_uuid': device_uuid} return ret def _active_mounts(ret): ''' List active mounts on Linux systems ''' _list = _list_mounts() filename = '/proc/self/mounts' if not os.access(filename, os.R_OK): msg = 'File not readable {0}' raise CommandExecutionError(msg.format(filename)) with salt.utils.fopen(filename) as ifile: for line in ifile: comps = line.split() ret[comps[1]] = {'device': comps[0], 'alt_device': _list.get(comps[1], None), 'fstype': comps[2], 'opts': comps[3].split(',')} return ret def _active_mounts_freebsd(ret): ''' List active mounts on FreeBSD systems ''' for line in __salt__['cmd.run_stdout']('mount -p').split('\n'): comps = re.sub(r"\s+", " ", line).split() ret[comps[1]] = {'device': comps[0], 'fstype': comps[2], 'opts': comps[3].split(',')} return ret ... [18 more functiondefs truncated] ...
|
The missing line is: device_uuid = blkid_info.get(device_name, {}).get('UUID')
|
intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 0
| 2,875
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef __virtual__():\n '''\n Only load on POSIX-like systems\n '''\n # Disable on Windows, a specific file module exists:\n if salt.utils.is_windows():\n return False\n return True\n\n\ndef _list_mounts():\n ret = {}\n if __grains__['os'] in ['MacOS', 'Darwin']:\n mounts = __salt__['cmd.run_stdout']('mount')\n else:\n mounts = __salt__['cmd.run_stdout']('mount -l')\n\n for line in mounts.split('\\n'):\n comps = re.sub(r\"\\s+\", \" \", line).split()\n ret[comps[2]] = comps[0]\n return ret\n\n\ndef _active_mountinfo(ret):\n _list = _list_mounts()\n filename = '/proc/self/mountinfo'\n if not os.access(filename, os.R_OK):\n msg = 'File not readable {0}'\n raise CommandExecutionError(msg.format(filename))\n\n blkid_info = __salt__['disk.blkid']()\n\n with salt.utils.fopen(filename) as ifile:\n for line in ifile:\n comps = line.split()\n device = comps[2].split(':')\n device_name = comps[8]\n device_uuid = None\n if device_name:\n # Complete this line\n device_uuid = device_uuid and device_uuid.lower()\n ret[comps[4]] = {'mountid': comps[0],\n 'parentid': comps[1],\n 'major': device[0],\n 'minor': device[1],\n 'root': comps[3],\n 'opts': comps[5].split(','),\n 'fstype': comps[7],\n 'device': device_name,\n 'alt_device': _list.get(comps[4], None),\n 'superopts': comps[9].split(','),\n 'device_uuid': device_uuid}\n return ret\n\n\ndef _active_mounts(ret):\n '''\n List active mounts on Linux systems\n '''\n _list = _list_mounts()\n filename = '/proc/self/mounts'\n if not os.access(filename, os.R_OK):\n msg = 'File not readable {0}'\n raise CommandExecutionError(msg.format(filename))\n\n with salt.utils.fopen(filename) as ifile:\n for line in ifile:\n comps = line.split()\n ret[comps[1]] = {'device': comps[0],\n 'alt_device': _list.get(comps[1], None),\n 'fstype': comps[2],\n 'opts': comps[3].split(',')}\n return ret\n\n\ndef _active_mounts_freebsd(ret):\n '''\n List active mounts on FreeBSD systems\n '''\n for line in __salt__['cmd.run_stdout']('mount -p').split('\\n'):\n comps = re.sub(r\"\\s+\", \" \", line).split()\n ret[comps[1]] = {'device': comps[0],\n 'fstype': comps[2],\n 'opts': comps[3].split(',')}\n return ret\n\n\n\n ... [18 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n device_uuid = blkid_info.get(device_name, {}).get('UUID')"}]
| false
| null | null | null |
8a1ef1c625b2d34cef5abbf769654ee6310e0334
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from django.contrib import admin from base.models import Topic, Photo class EONBaseAdmin(admin.ModelAdmin): def get_changeform_initial_data(self, request): initial = super().get_changeform_initial_data(request) if 'add' in request.META['PATH_INFO']: initial['created_by'] = request.user initial['modified_by'] = request.user return initial def save_model(self, request, obj, form, change): if not obj.created_by: obj.created_by = request.user return super().save_model(request, obj, form, change) class TopicAdmin(EONBaseAdmin): list_display = [ 'name', 'parent_topic', 'top_level', 'modified_by', 'modified', 'created_by', 'created', ] class PhotoAdmin(EONBaseAdmin): # TODO Add Proper List Display pass admin.site.register(Topic, TopicAdmin) admin.site.register(Photo, PhotoAdmin)
|
Functions: get_changeform_initial_data, save_model Classes: EONBaseAdmin, TopicAdmin, PhotoAdmin This code demonstrates Pythoncode:Python programming.
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advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 2
| 3
| 907
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom django.contrib import admin\n\nfrom base.models import Topic, Photo\n\n\nclass EONBaseAdmin(admin.ModelAdmin):\n\n def get_changeform_initial_data(self, request):\n\n initial = super().get_changeform_initial_data(request)\n\n if 'add' in request.META['PATH_INFO']:\n initial['created_by'] = request.user\n\n initial['modified_by'] = request.user\n\n return initial\n\n def save_model(self, request, obj, form, change):\n\n if not obj.created_by:\n obj.created_by = request.user\n\n return super().save_model(request, obj, form, change)\n\n\nclass TopicAdmin(EONBaseAdmin):\n\n list_display = [\n 'name', 'parent_topic', 'top_level', 'modified_by', 'modified', 'created_by', 'created',\n ]\n\n\nclass PhotoAdmin(EONBaseAdmin):\n\n # TODO Add Proper List Display\n\n pass\n\n\nadmin.site.register(Topic, TopicAdmin)\nadmin.site.register(Photo, PhotoAdmin)"}, {"role": "assistant", "content": " Functions: get_changeform_initial_data, save_model\n Classes: EONBaseAdmin, TopicAdmin, PhotoAdmin\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a1f6ceee24cfa74cb693e71048a38117f2ad54b
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: ################################################################# # MET v2 Metadate Explorer Tool # # This Software is Open Source. See License: https://github.com/TERENA/met/blob/master/LICENSE.md # Copyright (c) 2012, TERENA All rights reserved. # # This Software is based on MET v1 developed for TERENA by Yaco Sistemas, http://www.yaco.es/ # MET v2 was developed for TERENA by Tamim Ziai, DAASI International GmbH, http://www.daasi.de # Current version of MET has been revised for performance improvements by Andrea Biancini, # Consortium GARR, http://www.garr.it ########################################################################## from django.db import models from django.utils.translation import ugettext_lazy as _ class EntityType(models.Model): """ Model describing the type of an entity. """ name = models.CharField(blank=False, max_length=20, unique=True, verbose_name=_(u'Name'), db_index=True) xmlname = models.CharField(blank=False, max_length=20, unique=True, verbose_name=_(u'Name in XML'), db_index=True) def __unicode__(self): return self.name
|
Functions: __unicode__ Classes: EntityType This code demonstrates Pythoncode:Python programming.
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advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 1,165
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#################################################################\n# MET v2 Metadate Explorer Tool\n#\n# This Software is Open Source. See License: https://github.com/TERENA/met/blob/master/LICENSE.md\n# Copyright (c) 2012, TERENA All rights reserved.\n#\n# This Software is based on MET v1 developed for TERENA by Yaco Sistemas, http://www.yaco.es/\n# MET v2 was developed for TERENA by Tamim Ziai, DAASI International GmbH, http://www.daasi.de\n# Current version of MET has been revised for performance improvements by Andrea Biancini,\n# Consortium GARR, http://www.garr.it\n##########################################################################\n\nfrom django.db import models\nfrom django.utils.translation import ugettext_lazy as _\n\n\nclass EntityType(models.Model):\n \"\"\"\n Model describing the type of an entity.\n \"\"\"\n\n name = models.CharField(blank=False, max_length=20, unique=True,\n verbose_name=_(u'Name'), db_index=True)\n\n xmlname = models.CharField(blank=False, max_length=20, unique=True,\n verbose_name=_(u'Name in XML'), db_index=True)\n\n def __unicode__(self):\n return self.name"}, {"role": "assistant", "content": " Functions: __unicode__\n Classes: EntityType\n This code demonstrates Pythoncode:Python programming."}]
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8a1ff54283494d2484e0c67f1c0d0ff7dcc46387
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: import traceback from pprint import pformat from threading import Thread import itchat import logging from wxpy.chat import Chat from wxpy.chats import Chats from wxpy.friend import Friend from wxpy.group import Group from wxpy.message import MessageConfigs, Messages, Message, MessageConfig from wxpy.mp import MP from wxpy.response import ResponseError from wxpy.user import User from wxpy.utils.constants import SYSTEM from wxpy.utils.tools import handle_response, get_user_name, wrap_user_name, ensure_list class Robot(object): """ 机器人对象，用于登陆和操作微信账号，涵盖大部分 Web 微信的功能 """ def __init__( self, save_path=None, console_qr=False, qr_path=None, qr_callback=None, login_callback=None, logout_callback=None ): """ :param save_path: | 用于保存或载入登陆状态的文件路径，例如: 'wxpy.pkl'，为空则不尝试载入。 | 填写本参数后，可在短时间内重新载入登陆状态，避免重复扫码，失效时会重新要求登陆 :param console_qr: 在终端中显示登陆二维码，需要安装 Pillow 模块 :param qr_path: 保存二维码的路径 :param qr_callback: 获得二维码时的回调，接收参数: uuid, status, qrcode :param login_callback: 登陆时的回调，接收参数同上 :param logout_callback: 登出时的回调，接收参数同上 """ self.core = itchat.Core() itchat.instanceList.append(self) self.core.auto_login( hotReload=bool(save_path), statusStorageDir=save_path, enableCmdQR=console_qr, picDir=qr_path, qrCallback=qr_callback, loginCallback=login_callback, exitCallback=logout_callback ) self.message_configs = MessageConfigs(self) self.messages = Messages(robot=self) self.file_helper = Chat(wrap_user_name('filehelper')) self.file_helper.robot = self self.file_helper.nick_name = '文件传输助手' self.self = Chat(self.core.loginInfo['User']) self.self.robot = self self.save_path = save_path def __repr__(self): return '<{}: {}>'.format(self.__class__.__name__, self.self.name) @handle_response() def logout(s Error: SyntaxError / EOF
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Fixed Code: import traceback from pprint import pformat from threading import Thread import itchat import logging from wxpy.chat import Chat from wxpy.chats import Chats from wxpy.friend import Friend from wxpy.group import Group from wxpy.message import MessageConfigs, Messages, Message, MessageConfig from wxpy.mp import MP from wxpy.response import ResponseError from wxpy.user import User from wxpy.utils.constants import SYSTEM from wxpy.utils.tools import handle_response, get_user_name, wrap_user_name, ensure_list class Robot(object): """ Explanation: Complete the truncated code structure
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advanced
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database
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error_fixing
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Pythoncode:Python
| 8
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| 1,993
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport traceback\nfrom pprint import pformat\nfrom threading import Thread\n\nimport itchat\nimport logging\n\nfrom wxpy.chat import Chat\nfrom wxpy.chats import Chats\nfrom wxpy.friend import Friend\nfrom wxpy.group import Group\nfrom wxpy.message import MessageConfigs, Messages, Message, MessageConfig\nfrom wxpy.mp import MP\nfrom wxpy.response import ResponseError\nfrom wxpy.user import User\nfrom wxpy.utils.constants import SYSTEM\nfrom wxpy.utils.tools import handle_response, get_user_name, wrap_user_name, ensure_list\n\nclass Robot(object):\n \"\"\"\n \u673a\u5668\u4eba\u5bf9\u8c61\uff0c\u7528\u4e8e\u767b\u9646\u548c\u64cd\u4f5c\u5fae\u4fe1\u8d26\u53f7\uff0c\u6db5\u76d6\u5927\u90e8\u5206 Web \u5fae\u4fe1\u7684\u529f\u80fd\n \"\"\"\n\n def __init__(\n self, save_path=None, console_qr=False, qr_path=None,\n qr_callback=None, login_callback=None, logout_callback=None\n ):\n \"\"\"\n :param save_path:\n | \u7528\u4e8e\u4fdd\u5b58\u6216\u8f7d\u5165\u767b\u9646\u72b6\u6001\u7684\u6587\u4ef6\u8def\u5f84\uff0c\u4f8b\u5982: 'wxpy.pkl'\uff0c\u4e3a\u7a7a\u5219\u4e0d\u5c1d\u8bd5\u8f7d\u5165\u3002\n | \u586b\u5199\u672c\u53c2\u6570\u540e\uff0c\u53ef\u5728\u77ed\u65f6\u95f4\u5185\u91cd\u65b0\u8f7d\u5165\u767b\u9646\u72b6\u6001\uff0c\u907f\u514d\u91cd\u590d\u626b\u7801\uff0c\u5931\u6548\u65f6\u4f1a\u91cd\u65b0\u8981\u6c42\u767b\u9646\n :param console_qr: \u5728\u7ec8\u7aef\u4e2d\u663e\u793a\u767b\u9646\u4e8c\u7ef4\u7801\uff0c\u9700\u8981\u5b89\u88c5 Pillow \u6a21\u5757\n :param qr_path: \u4fdd\u5b58\u4e8c\u7ef4\u7801\u7684\u8def\u5f84\n :param qr_callback: \u83b7\u5f97\u4e8c\u7ef4\u7801\u65f6\u7684\u56de\u8c03\uff0c\u63a5\u6536\u53c2\u6570: uuid, status, qrcode\n :param login_callback: \u767b\u9646\u65f6\u7684\u56de\u8c03\uff0c\u63a5\u6536\u53c2\u6570\u540c\u4e0a\n :param logout_callback: \u767b\u51fa\u65f6\u7684\u56de\u8c03\uff0c\u63a5\u6536\u53c2\u6570\u540c\u4e0a\n \"\"\"\n\n self.core = itchat.Core()\n itchat.instanceList.append(self)\n\n self.core.auto_login(\n hotReload=bool(save_path), statusStorageDir=save_path,\n enableCmdQR=console_qr, picDir=qr_path, qrCallback=qr_callback,\n loginCallback=login_callback, exitCallback=logout_callback\n )\n\n self.message_configs = MessageConfigs(self)\n self.messages = Messages(robot=self)\n\n self.file_helper = Chat(wrap_user_name('filehelper'))\n self.file_helper.robot = self\n self.file_helper.nick_name = '\u6587\u4ef6\u4f20\u8f93\u52a9\u624b'\n\n self.self = Chat(self.core.loginInfo['User'])\n self.self.robot = self\n\n self.save_path = save_path\n\n def __repr__(self):\n return '<{}: {}>'.format(self.__class__.__name__, self.self.name)\n\n @handle_response()\n def logout(s\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport traceback\nfrom pprint import pformat\nfrom threading import Thread\n\nimport itchat\nimport logging\n\nfrom wxpy.chat import Chat\nfrom wxpy.chats import Chats\nfrom wxpy.friend import Friend\nfrom wxpy.group import Group\nfrom wxpy.message import MessageConfigs, Messages, Message, MessageConfig\nfrom wxpy.mp import MP\nfrom wxpy.response import ResponseError\nfrom wxpy.user import User\nfrom wxpy.utils.constants import SYSTEM\nfrom wxpy.utils.tools import handle_response, get_user_name, wrap_user_name, ensure_list\n\nclass Robot(object):\n \"\"\"\n\n Explanation: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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8a2004bf04417c6b520430e6ac9ec351a3c37f83
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # Set up configuration variables __all__ = ['custom_viewer', 'qglue', 'test'] import os import sys from pkg_resources import get_distribution, DistributionNotFound try: __version__ = get_distribution('glue-core').version except DistributionNotFound: __version__ = 'undefined' from ._mpl_backend import MatplotlibBackendSetter sys.meta_path.append(MatplotlibBackendSetter()) from glue.viewers.custom.helper import custom_viewer # Load user's configuration file from .config import load_configuration env = load_configuration() from .qglue import qglue from .main import load_plugins # noqa def test(no_optional_skip=False): from pytest import main root = os.path.abspath(os.path.dirname(__file__)) args = [root, '-x'] if no_optional_skip: args.append('--no-optional-skip') return main(args=args) from glue._settings_helpers import load_settings load_settings() # In PyQt 5.5+, PyQt overrides the default exception catching and fatally # crashes the Qt application without printing out any details about the error. # Below we revert the exception hook to the original Python one. Note that we # can't just do sys.excepthook = sys.__excepthook__ otherwise PyQt will detect # the default excepthook is in place and override it. def handle_exception(exc_type, exc_value, exc_traceback): sys.__excepthook__(exc_type, exc_value, exc_traceback) sys.excepthook = handle_exception
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Code Review: ❌ Critical issues: Unterminated string literal at line 21 ⚠️ Code quality: Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 36 ✨ Improvements: Add closing quote at line 21 Add docstring to function 'test'
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intermediate
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testing
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code_review
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Pythoncode:Python
| 2
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Set up configuration variables\n\n__all__ = ['custom_viewer', 'qglue', 'test']\n\nimport os\n\nimport sys\n\nfrom pkg_resources import get_distribution, DistributionNotFound\n\ntry:\n __version__ = get_distribution('glue-core').version\nexcept DistributionNotFound:\n __version__ = 'undefined'\n\nfrom ._mpl_backend import MatplotlibBackendSetter\nsys.meta_path.append(MatplotlibBackendSetter())\n\nfrom glue.viewers.custom.helper import custom_viewer\n\n# Load user's configuration file\nfrom .config import load_configuration\nenv = load_configuration()\n\nfrom .qglue import qglue\n\nfrom .main import load_plugins # noqa\n\n\ndef test(no_optional_skip=False):\n from pytest import main\n root = os.path.abspath(os.path.dirname(__file__))\n args = [root, '-x']\n if no_optional_skip:\n args.append('--no-optional-skip')\n return main(args=args)\n\n\nfrom glue._settings_helpers import load_settings\nload_settings()\n\n\n# In PyQt 5.5+, PyQt overrides the default exception catching and fatally\n# crashes the Qt application without printing out any details about the error.\n# Below we revert the exception hook to the original Python one. Note that we\n# can't just do sys.excepthook = sys.__excepthook__ otherwise PyQt will detect\n# the default excepthook is in place and override it.\n\n\ndef handle_exception(exc_type, exc_value, exc_traceback):\n sys.__excepthook__(exc_type, exc_value, exc_traceback)\n\n\nsys.excepthook = handle_exception"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 21\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 36\n\n\u2728 Improvements:\n Add closing quote at line 21\n Add docstring to function 'test'"}]
| false
| null | null | null |
8a2014bc56418a4e4967160efe3f9656c573b77f
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: """ Base settings for Proxito Some of these settings will eventually be backported into the main settings file, but currently we have them to be able to run the site with the old middleware for a staged rollout of the proxito code. """ class CommunityProxitoSettingsMixin: ROOT_URLCONF = 'readthedocs.proxito.urls' USE_SUBDOMAIN = True SECURE_REFERRER_POLICY = "no-referrer-when-downgrade" # Allow cookies from cross-site requests on subdomains for now. # As 'Lax' breaks when the page is embedded in an iframe. SESSION_COOKIE_SAMESITE = None @property def DATABASES(self): # This keeps connections to the DB alive, # which reduces latency with connecting to postgres dbs = getattr(super(), 'DATABASES', {}) for db in dbs: dbs[db]['CONN_MAX_AGE'] = 86400 return dbs
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@property def MIDDLEWARE(self): # noqa # Use our new middleware instead of the old one classes = super().MIDDLEWARE classes = list(classes) classes.append('readthedocs.proxito.middleware.ProxitoMiddleware') middleware_to_remove = ( 'csp.middleware.CSPMiddleware', 'django.middleware.clickjacking.XFrameOptionsMiddleware', ) for mw in middleware_to_remove: if mw in classes: classes.remove(mw) else: log.warning('Failed to remove middleware: %s', mw) return classes
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advanced
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api
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code_completion
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Pythoncode:Python
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| 1,477
| false
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"\nBase settings for Proxito\n\nSome of these settings will eventually be backported into the main settings file,\nbut currently we have them to be able to run the site with the old middleware for\na staged rollout of the proxito code.\n\"\"\"\n\n\nclass CommunityProxitoSettingsMixin:\n\n ROOT_URLCONF = 'readthedocs.proxito.urls'\n USE_SUBDOMAIN = True\n SECURE_REFERRER_POLICY = \"no-referrer-when-downgrade\"\n\n # Allow cookies from cross-site requests on subdomains for now.\n # As 'Lax' breaks when the page is embedded in an iframe.\n SESSION_COOKIE_SAMESITE = None\n\n @property\n def DATABASES(self):\n # This keeps connections to the DB alive,\n # which reduces latency with connecting to postgres\n dbs = getattr(super(), 'DATABASES', {})\n for db in dbs:\n dbs[db]['CONN_MAX_AGE'] = 86400\n return dbs"}, {"role": "assistant", "content": "\n @property\n def MIDDLEWARE(self): # noqa\n # Use our new middleware instead of the old one\n classes = super().MIDDLEWARE\n classes = list(classes)\n classes.append('readthedocs.proxito.middleware.ProxitoMiddleware')\n\n middleware_to_remove = (\n 'csp.middleware.CSPMiddleware',\n 'django.middleware.clickjacking.XFrameOptionsMiddleware',\n )\n for mw in middleware_to_remove:\n if mw in classes:\n classes.remove(mw)\n else:\n log.warning('Failed to remove middleware: %s', mw)\n\n return classes"}]
| false
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8a206c0ba5cec93f4c2890bee22ea35305190260
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: class MockClassifier: """Dummy classifier to test the parameter search algorithms""" def __init__(self, foo_param=0): self.foo_param = foo_param def fit(self, X, Y): assert len(X) == len(Y) self.classes_ = np.unique(Y) return self def predict(self, T): return T.shape[0] def transform(self, X): return X + self.foo_param def inverse_transform(self, X): return X - self.foo_param predict_proba = predict predict_log_proba = predict decision_function = predict def score(self, X=None, Y=None): if self.foo_param > 1: score = 1. else: score = 0. return score def get_params(self, deep=False): return {'foo_param': self.foo_param} def set_params(self, **params): self.foo_param = params['foo_param'] return self class LinearSVCNoScore(LinearSVC): """An LinearSVC classifier that has no score method.""" @property def score(self): raise AttributeError X = np.array([[-1, -1], [-2, -1], [1, 1], [2, 1]]) y = np.array([1, 1, 2, 2]) def assert_grid_iter_equals_getitem(grid): assert list(grid) == [grid[i] for i in range(len(grid))] @pytest.mark.parametrize("klass", [ParameterGrid, partial(ParameterSampler, n_iter=10)]) @pytest.mark.parametrize( "input, error_type, error_message", [(0, TypeError, r'Parameter .* is not a dict or a list \(0\)'), ([{'foo': [0]}, 0], TypeError, r'Parameter .* is not a dict \(0\)'), ({'foo': 0}, TypeError, "Parameter.* value is not iterable .*" r"\(key='foo', value=0\)")] ) def test_validate_parameter_input(klass, input, error_type, error_message): with pytest.raises(error_type, match=error_message): klass(input) ... [103 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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testing
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refactoring
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Pythoncode:Python
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nclass MockClassifier:\n \"\"\"Dummy classifier to test the parameter search algorithms\"\"\"\n def __init__(self, foo_param=0):\n self.foo_param = foo_param\n\n def fit(self, X, Y):\n assert len(X) == len(Y)\n self.classes_ = np.unique(Y)\n return self\n\n def predict(self, T):\n return T.shape[0]\n\n def transform(self, X):\n return X + self.foo_param\n\n def inverse_transform(self, X):\n return X - self.foo_param\n\n predict_proba = predict\n predict_log_proba = predict\n decision_function = predict\n\n def score(self, X=None, Y=None):\n if self.foo_param > 1:\n score = 1.\n else:\n score = 0.\n return score\n\n def get_params(self, deep=False):\n return {'foo_param': self.foo_param}\n\n def set_params(self, **params):\n self.foo_param = params['foo_param']\n return self\n\n\nclass LinearSVCNoScore(LinearSVC):\n \"\"\"An LinearSVC classifier that has no score method.\"\"\"\n @property\n def score(self):\n raise AttributeError\n\n\nX = np.array([[-1, -1], [-2, -1], [1, 1], [2, 1]])\ny = np.array([1, 1, 2, 2])\n\n\ndef assert_grid_iter_equals_getitem(grid):\n assert list(grid) == [grid[i] for i in range(len(grid))]\n\n@pytest.mark.parametrize(\"klass\", [ParameterGrid,\n partial(ParameterSampler, n_iter=10)])\n@pytest.mark.parametrize(\n \"input, error_type, error_message\",\n [(0, TypeError, r'Parameter .* is not a dict or a list \\(0\\)'),\n ([{'foo': [0]}, 0], TypeError, r'Parameter .* is not a dict \\(0\\)'),\n ({'foo': 0}, TypeError, \"Parameter.* value is not iterable .*\"\n r\"\\(key='foo', value=0\\)\")]\n)\ndef test_validate_parameter_input(klass, input, error_type, error_message):\n with pytest.raises(error_type, match=error_message):\n klass(input)\n\n\n\n ... [103 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
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8a20872ac762ad5db9d06e05df401ef72a6b24c6
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # Generated by Django 3.2.7 on 2021-09-13 03:52 import uuid from django.db import migrations, models ... [1 more classdefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 9: ... [1 more classdefs truncated] ... ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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beginner
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ui
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code_review
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Pythoncode:Python
| 0
| 0
| 149
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Generated by Django 3.2.7 on 2021-09-13 03:52\n\nimport uuid\n\nfrom django.db import migrations, models\n\n\n\n ... [1 more classdefs 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 9: ... [1 more classdefs truncated] ...\n\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
8a20b188a03474ef2ca2b4263906e89597ed6c86
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: import re import sys class Lexer: def __init__(self, inp_str): self.index = 0 self.s = inp_str def get_char(self): if self.index < len(self.s): var = self.s[self.index] self.index += 1 return var input_file = open(str(sys.argv[1]), 'r') # Open file for reading line = input_file.read() # "if z then while x * 4 - 2 do skip endwhile else x := 7 endif; y := 1" input_string = line.strip("\n") lexer = Lexer(input_string) hashtable = {} tokens_list = [] def token_check(input): if re.fullmatch("if|then|else|endif|while|do|endwhile|skip", input): hashtable[input] = "KEYWORD" tokens_list.append(input) elif re.search("([a-z]|[A-Z])([a-z]|[A-Z]|[0-9])*", input): hashtable[input] = "IDENTIFIER" tokens_list.append(input) elif re.search("[0-9]+", input): hashtable[input] = "NUMBER" tokens_list.append(input) elif re.fullmatch("\+|\-|\*|/|\(|\)|:=|;", input): hashtable[input] = "SYMBOL" tokens_list.append(input) else: hashtable[input] = "ERROR READING" def digit(curr_char, lexer): sub = "" while (curr_char.isdigit()): sub += curr_char curr_char = lexer.get_char() if curr_char == None: break new.append(curr_char) return sub def longest_sub_string(curr_char, lexer): sub = "" while (curr_char.isalpha() or curr_char.isdigit()): sub += curr_char curr_char = lexer.get_char() if curr_char == None: break new.append(curr_char) return sub def symbol(curr_char, lexer): # print(curr_char) sym = curr_char curr_char = lexer.get_char() new.append(curr_char) return sym def assignment(curr_char, lexer): sub = curr_char next_char = lexer.get_char() if next_char == "=": sub += next_char new.append(next_char) return sub new.append(lexer.get_char()) return sub Error: SyntaxError / EOF
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Fixed Code: import re import sys class Lexer: def __init__(self, inp_str): self.index = 0 self.s = inp_str def get_char(self): if self.index < len(self.s): var = self.s[self.index] self.index += 1 return var input_file = open(str(sys.argv[1]), 'r') # Open file for reading line = input_file.read() # "if z then while x * 4 - 2 do skip endwhile else x := 7 endif; y := 1" input_string = line.strip("\n") Explanation: Complete the truncated code structure
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advanced
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oop
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error_fixing
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Pythoncode:Python
| 8
| 1
| 1,995
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport re\nimport sys\n\n\nclass Lexer:\n def __init__(self, inp_str):\n self.index = 0\n self.s = inp_str\n\n def get_char(self):\n if self.index < len(self.s):\n var = self.s[self.index]\n self.index += 1\n return var\n\n\ninput_file = open(str(sys.argv[1]), 'r') # Open file for reading\nline = input_file.read()\n# \"if z then while x * 4 - 2 do skip endwhile else x := 7 endif; y := 1\"\ninput_string = line.strip(\"\\n\")\nlexer = Lexer(input_string)\n\nhashtable = {}\ntokens_list = []\ndef token_check(input):\n if re.fullmatch(\"if|then|else|endif|while|do|endwhile|skip\", input):\n hashtable[input] = \"KEYWORD\"\n tokens_list.append(input)\n elif re.search(\"([a-z]|[A-Z])([a-z]|[A-Z]|[0-9])*\", input):\n hashtable[input] = \"IDENTIFIER\"\n tokens_list.append(input)\n elif re.search(\"[0-9]+\", input):\n hashtable[input] = \"NUMBER\"\n tokens_list.append(input)\n elif re.fullmatch(\"\\+|\\-|\\*|/|\\(|\\)|:=|;\", input):\n hashtable[input] = \"SYMBOL\"\n tokens_list.append(input)\n else:\n hashtable[input] = \"ERROR READING\"\n\n\ndef digit(curr_char, lexer):\n sub = \"\"\n while (curr_char.isdigit()):\n sub += curr_char\n curr_char = lexer.get_char()\n if curr_char == None:\n break\n new.append(curr_char)\n return sub\n\n\ndef longest_sub_string(curr_char, lexer):\n sub = \"\"\n while (curr_char.isalpha() or curr_char.isdigit()):\n sub += curr_char\n curr_char = lexer.get_char()\n if curr_char == None:\n break\n\n new.append(curr_char)\n return sub\n\n\ndef symbol(curr_char, lexer):\n # print(curr_char)\n sym = curr_char\n curr_char = lexer.get_char()\n new.append(curr_char)\n return sym\n\n\ndef assignment(curr_char, lexer):\n sub = curr_char\n next_char = lexer.get_char()\n if next_char == \"=\":\n sub += next_char\n new.append(next_char)\n return sub\n new.append(lexer.get_char())\n return sub\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport re\nimport sys\n\n\nclass Lexer:\n def __init__(self, inp_str):\n self.index = 0\n self.s = inp_str\n\n def get_char(self):\n if self.index < len(self.s):\n var = self.s[self.index]\n self.index += 1\n return var\n\n\ninput_file = open(str(sys.argv[1]), 'r') # Open file for reading\nline = input_file.read()\n# \"if z then while x * 4 - 2 do skip endwhile else x := 7 endif; y := 1\"\ninput_string = line.strip(\"\\n\")\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a20b1d12635ada6c636b100e165021b86485320
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import sys sys.path.append('/usr/local/lib/python3.4/site-packages/') from warc_dedup import deduplicate def main(): if len(sys.argv) == 1: raise Exception('Please provide the WARC file as argument.') deduplicate.Warc(*sys.argv[1:]).deduplicate() if __name__ == '__main__': main()
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 10
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 1
| 0
| 306
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport sys\nsys.path.append('/usr/local/lib/python3.4/site-packages/')\n\nfrom warc_dedup import deduplicate\n\n\ndef main():\n if len(sys.argv) == 1:\n raise Exception('Please provide the WARC file as argument.')\n deduplicate.Warc(*sys.argv[1:]).deduplicate()\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10"}]
| false
| null | null | null |
8a20dee928bb3a353769ebc5d7c40156ab5eb131
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os import requests import xmltodict import csv import json # # # # # # # # # # # FRED DATA BELOW # # # # # # # # # # # def append_fred_token(url): token = os.getenv('FRED_TOKEN') return f'{url}&api_key={token}' FRED_SERIES_OBS_URL = FRED_BASE_URL + 'series/observations?' def fred_series(series, file_type=None, realtime_start=None, realtime_end=None, limit=None, offset=None, sort_order=None, observation_start=None, observation_end=None, units=None, frequency=None, aggregation_method=None, output_type=None, vintage_dates=None): ## Returns time series historical data for the requested FRED data. url = FRED_SERIES_OBS_URL + f'series_id={series}' if file_type: url += f'&file_type={file_type}' if realtime_start: url += f'&realtime_start={realtime_start}' if realtime_end: url += f'&realtime_end={realtime_end}' if limit: url += f'&limit={limit}' if offset: url += f'&offset={offset}' if sort_order: url += f'&sort_order={sort_order}' if observation_start: url += f'&observation_start={observation_start}' if observation_end: url += f'&observation_end={observation_end}' if units: url += f'&units={units}' if frequency: url += f'&frequency={frequency}' if aggregation_method: url += f'&aggregation_method={aggregation_method}' if output_type: url += f'&output_type={output_type}' if vintage_dates: url += f'&vintage_dates={vintage_dates}' url = append_fred_token(url) result = requests.get(url) return result.text GEOFRED_SERIES_META_URL = GEOFRED_BASE_URL + 'series/group?' def geofred_series_meta(series_id, file_type=None): ## Returns meta data for the requested FRED data. url = GEOFRED_SERIES_META_URL + f'series_id={series_id}' if file_type: url += f'&file_type={file_type}' url = append_fred_token(url) result = requests.get(url) return result.text GEOFRED_REGIONAL_SERIES_URL = GEOFRED_BASE_URL + 'series/data?' def geofred_regional_series(series_id, file_type=None, date=None, start_date=None): ## Returns the historical, geographically organized time series data for the requested FRED data. url = GEOFRED_REGIONAL_SERIES_URL + f'series_id={series_id}' if file_type: url += f'&file_type={file_type}' if date: url += f'&date={date}' if start_date: url += f'&start_date={start_date}' url = append_fred_token(url) result = requests.get(url) return result.text # # # # # # # # # # # # # # # # # GOVERNMENT YIELD CURVE DATA # # # # # # # # # # # # # # # # # GOV_YIELD_URL = 'https://data.treasury.gov/feed.svc/DailyTreasuryYieldCurveRateData?$filter=month(NEW_DATE)%20eq%204%20and%20year(NEW_DATE)%20eq%202019' ... [1 more functiondefs truncated] ...
|
Functions: append_fred_token, fred_series, geofred_series_meta, geofred_regional_series This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 4
| 0
| 2,717
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os\nimport requests\nimport xmltodict\nimport csv\nimport json\n\n# # # # # # # # # #\n# FRED DATA BELOW #\n# # # # # # # # # #\n\ndef append_fred_token(url):\n token = os.getenv('FRED_TOKEN')\n return f'{url}&api_key={token}'\n\nFRED_SERIES_OBS_URL = FRED_BASE_URL + 'series/observations?'\ndef fred_series(series, file_type=None, realtime_start=None, realtime_end=None, limit=None, offset=None, sort_order=None, observation_start=None, observation_end=None, units=None, frequency=None, aggregation_method=None, output_type=None, vintage_dates=None):\n ## Returns time series historical data for the requested FRED data.\n url = FRED_SERIES_OBS_URL + f'series_id={series}'\n if file_type: url += f'&file_type={file_type}'\n if realtime_start: url += f'&realtime_start={realtime_start}'\n if realtime_end: url += f'&realtime_end={realtime_end}'\n if limit: url += f'&limit={limit}'\n if offset: url += f'&offset={offset}'\n if sort_order: url += f'&sort_order={sort_order}'\n if observation_start: url += f'&observation_start={observation_start}'\n if observation_end: url += f'&observation_end={observation_end}'\n if units: url += f'&units={units}'\n if frequency: url += f'&frequency={frequency}'\n if aggregation_method: url += f'&aggregation_method={aggregation_method}'\n if output_type: url += f'&output_type={output_type}'\n if vintage_dates: url += f'&vintage_dates={vintage_dates}'\n url = append_fred_token(url)\n result = requests.get(url)\n return result.text\n\nGEOFRED_SERIES_META_URL = GEOFRED_BASE_URL + 'series/group?'\ndef geofred_series_meta(series_id, file_type=None):\n ## Returns meta data for the requested FRED data.\n url = GEOFRED_SERIES_META_URL + f'series_id={series_id}'\n if file_type: url += f'&file_type={file_type}'\n url = append_fred_token(url)\n result = requests.get(url)\n return result.text\n\nGEOFRED_REGIONAL_SERIES_URL = GEOFRED_BASE_URL + 'series/data?'\ndef geofred_regional_series(series_id, file_type=None, date=None, start_date=None):\n ## Returns the historical, geographically organized time series data for the requested FRED data.\n url = GEOFRED_REGIONAL_SERIES_URL + f'series_id={series_id}'\n if file_type: url += f'&file_type={file_type}'\n if date: url += f'&date={date}'\n if start_date: url += f'&start_date={start_date}'\n url = append_fred_token(url)\n result = requests.get(url)\n return result.text\n\n# # # # # # # # # # # # # # # #\n# GOVERNMENT YIELD CURVE DATA #\n# # # # # # # # # # # # # # # #\n\nGOV_YIELD_URL = 'https://data.treasury.gov/feed.svc/DailyTreasuryYieldCurveRateData?$filter=month(NEW_DATE)%20eq%204%20and%20year(NEW_DATE)%20eq%202019'\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: append_fred_token, fred_series, geofred_series_meta, geofred_regional_series\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8a20fc9b93bd3fc7e19c79190d5875b049bc7526
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: ''' This is the Settings File for the Mattermost-Octane Bridge. You can change various variables here to customize and set up the client. ''' '''----------------------Mattermost Webhook Configuration----------------------''' #URL of the webhook from mattermost. To create one go to `Main Menu -> Integrations -> Incoming Webhooks` and press `Add Incoming Webhook` mm_webhook_url = 'http://localhost:8065/hooks/yuro8xrfeffj787cj1bwc4ziue' #Override the channel to send the notifications to, use the channel n Error: SyntaxError / EOF
|
Fixed Code: ''' This is the Settings File for the Mattermost-Octane Bridge. You can change various variables here to customize and set up the client. ''' '''----------------------Mattermost Webhook Configuration----------------------''' #URL of the webhook from mattermost. To create one go to `Main Menu -> Integrations -> Incoming Webhooks` and press `Add Incoming Webhook` mm_webhook_url = 'http://localhost:8065/hooks/yuro8xrfeffj787cj1bwc4ziue' #Override the channel to send the notifications to, use the channel name as a String mm_channel = None #Set a custom Username to display in Mattermost mm_username = 'Defect Notification' Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 511
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n'''\nThis is the Settings File for the Mattermost-Octane Bridge.\nYou can change various variables here to customize and set up the client.\n'''\n\n\n'''----------------------Mattermost Webhook Configuration----------------------'''\n\n#URL of the webhook from mattermost. To create one go to `Main Menu -> Integrations -> Incoming Webhooks` and press `Add Incoming Webhook`\nmm_webhook_url = 'http://localhost:8065/hooks/yuro8xrfeffj787cj1bwc4ziue'\n\n#Override the channel to send the notifications to, use the channel n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n'''\nThis is the Settings File for the Mattermost-Octane Bridge.\nYou can change various variables here to customize and set up the client.\n'''\n\n\n'''----------------------Mattermost Webhook Configuration----------------------'''\n\n#URL of the webhook from mattermost. To create one go to `Main Menu -> Integrations -> Incoming Webhooks` and press `Add Incoming Webhook`\nmm_webhook_url = 'http://localhost:8065/hooks/yuro8xrfeffj787cj1bwc4ziue'\n\n#Override the channel to send the notifications to, use the channel name as a String\nmm_channel = None\n\n#Set a custom Username to display in Mattermost\nmm_username = 'Defect Notification'\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8a22e67655b4062b0aecbc7e8062db32e1383d10
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- encoding:utf-8 -*- # @Time : 2021/1/3 15:15 # @Author : gfjiang import os.path as osp import mmcv import numpy as np import cvtools import matplotlib.pyplot as plt import cv2.cv2 as cv from functools import partial import torch import math from cvtools.utils.path import add_prefix_filename_suffix from mmdet.ops import nms from mmdet.apis import init_detector, inference_detector def draw_features(module, input, output, work_dir='./'): x = output.cpu().numpy() out_channels = list(output.shape)[1] height = int(math.sqrt(out_channels)) width = height if list(output.shape)[2] < 128: return fig = plt.figure(figsize=(32, 32)) fig.subplots_adjust(left=0.05, right=0.95, bottom=0.05, top=0.95, wspace=0.05, hspace=0.05) for i in range(height * width): plt.subplot(height, width, i + 1) plt.axis('off') img = x[0, i, :, :] pmin = np.min(img) pmax = np.max(img) img = ((img - pmin) / (pmax - pmin + 0.000001))*255 # float在[0，1]之间，转换成0-255 img = img.astype(np.uint8) # 转成unit8 img = cv.applyColorMap(img, cv.COLORMAP_JET) # 生成heat map img = img[:, :, ::-1] # 注意cv2（BGR）和matplotlib(RGB)通道是相反的 plt.imshow(img) # print("{}/{}".format(i,width*height)) savename = get_image_name_for_hook(module, work_dir) fig.savefig(savename, dpi=100) fig.clf() plt.close() def get_image_name_for_hook(module, work_dir='./'): """ Generate image filename for hook function Parameters: ----------- module: module of neural network """ # os.makedirs(work_dir, exist_ok=True) module_name = str(module) base_name = module_name.split('(')[0] index = 0 image_name = '.' # '.' is surely exist, to make first loop condition True while osp.exists(image_name): index += 1 image_name = osp.join( work_dir, 'feats', '%s_%d.png' % (base_name, index)) return image_name class AerialDetectionOBB(object): def __init__(self, config, pth): self.imgs = [] self.cfg = mmcv.Config.fromfile(config) self.pth = pth print('loading model {} ...'.format(pth)) self.model = init_detector(self.cfg, self.pth, device='cuda:0') self.results = [] self.img_detected = [] # self.vis_feats((torch.nn.Conv2d, torch.nn.MaxPool2d)) ... [6 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 47 Unclosed '(' at line 56 - expected ')' Block at line 66 has no indented body Invalid syntax at line 79: ... [6 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 💡 Suggestions: Complete the expression on the last line Add closing quote at line 47 Add closing ')' bracket
|
advanced
|
api
|
debugging
|
Pythoncode:Python
| 3
| 1
| 2,435
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- encoding:utf-8 -*-\n# @Time : 2021/1/3 15:15\n# @Author : gfjiang\nimport os.path as osp\nimport mmcv\nimport numpy as np\nimport cvtools\nimport matplotlib.pyplot as plt\nimport cv2.cv2 as cv\nfrom functools import partial\nimport torch\nimport math\nfrom cvtools.utils.path import add_prefix_filename_suffix\n\nfrom mmdet.ops import nms\nfrom mmdet.apis import init_detector, inference_detector\n\n\ndef draw_features(module, input, output, work_dir='./'):\n x = output.cpu().numpy()\n out_channels = list(output.shape)[1]\n height = int(math.sqrt(out_channels))\n width = height\n if list(output.shape)[2] < 128:\n return\n fig = plt.figure(figsize=(32, 32))\n fig.subplots_adjust(left=0.05, right=0.95, bottom=0.05, top=0.95, wspace=0.05, hspace=0.05)\n for i in range(height * width):\n plt.subplot(height, width, i + 1)\n plt.axis('off')\n img = x[0, i, :, :]\n pmin = np.min(img)\n pmax = np.max(img)\n img = ((img - pmin) / (pmax - pmin + 0.000001))*255 # float\u5728[0\uff0c1]\u4e4b\u95f4\uff0c\u8f6c\u6362\u62100-255\n img = img.astype(np.uint8) # \u8f6c\u6210unit8\n img = cv.applyColorMap(img, cv.COLORMAP_JET) # \u751f\u6210heat map\n img = img[:, :, ::-1] # \u6ce8\u610fcv2\uff08BGR\uff09\u548cmatplotlib(RGB)\u901a\u9053\u662f\u76f8\u53cd\u7684\n plt.imshow(img)\n # print(\"{}/{}\".format(i,width*height))\n savename = get_image_name_for_hook(module, work_dir)\n fig.savefig(savename, dpi=100)\n fig.clf()\n plt.close()\n\n\ndef get_image_name_for_hook(module, work_dir='./'):\n \"\"\"\n Generate image filename for hook function\n\n Parameters:\n -----------\n module: module of neural network\n \"\"\"\n # os.makedirs(work_dir, exist_ok=True)\n module_name = str(module)\n base_name = module_name.split('(')[0]\n index = 0\n image_name = '.' # '.' is surely exist, to make first loop condition True\n while osp.exists(image_name):\n index += 1\n image_name = osp.join(\n work_dir, 'feats', '%s_%d.png' % (base_name, index))\n return image_name\n\n\nclass AerialDetectionOBB(object):\n\n def __init__(self, config, pth):\n self.imgs = []\n self.cfg = mmcv.Config.fromfile(config)\n self.pth = pth\n print('loading model {} ...'.format(pth))\n self.model = init_detector(self.cfg, self.pth, device='cuda:0')\n self.results = []\n self.img_detected = []\n # self.vis_feats((torch.nn.Conv2d, torch.nn.MaxPool2d))\n\n\n ... [6 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 47\n Unclosed '(' at line 56 - expected ')'\n Block at line 66 has no indented body\n Invalid syntax at line 79: ... [6 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 47\n Add closing ')' bracket"}]
| false
| null | null | null |
8a23e2e394242f4eca447da628bb8ac3e7fe2807
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- class Stock(object): """base class for stocks""" def __init__(self, product): self.product = product self.market = True self.records = [] def new_rec(self, rec): """add a record""" self.records.append(rec) return self.records class Movement(object): """class-storing movement""" def __init__(self, product, quantity, mode, price): self.product = product self.quantity = quantity self.mode = mode self.price = price class PurePosition(object): """class-storing position""" def __init__(self, product, quantity, mode, price): self.product = product self.quantity = quantity self.mode = mode self.price = price def __repr__(self): return ' - '.join([str(self.product), str(self.quantity), str(self.mode), str(self.price)]) class LowLevelAPI(object): """low level api to interface with the service""" def __init__(self, brow="firefox"): self.brow_name = brow self.positions = [] self.movements = [] self.stocks = [] # init globals Glob() def launch(self): """launch browser and virtual display, first of all to be launched""" try: # init virtual Display self.vbro = Display() self.vbro.sta logger.debug("virtual display launched") except Exception: raise exceptions.VBroException() try: self.browser = Browser(self.brow_name) logger.debug(f"browser {self.brow_name} launched") except Exception: raise exceptions.BrowserException( self.brow_name, "failed to launch") return True def css(self, css_path, dom=None): """css find function abbreviation""" if dom is None: dom = self.browser return expect(dom.find_by_css, args=[css_path]) def css1(self, css_path, dom=None): """return the first value of self.css""" if dom is None: dom = self.browser def _css1(path, domm): """virtual local func""" return self.css(path, domm)[0] return expect(_css1, args=[css_path, dom]) def search_name(self, name, dom=None): """name find function abbreviation""" if dom is None: dom = self.browser return expect(dom.find_by_name, args=[name]) def xpath(self, xpath, dom=None): """xpath find function abbreviation""" if dom is None: dom = self.browser return expect(dom.find_by_xpath, args=[xpath]) def elCss(self, css_path, dom=None): """check if element is present by css""" if dom is None: dom = self.browser return expect(dom.is_element_present_by_css, args=[css_path]) ... [34 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • IndentationError at line 52 Fixes: • Complete the expression on the last line • Fix indentation to match Python syntax rules
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 13
| 4
| 2,947
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nclass Stock(object):\n \"\"\"base class for stocks\"\"\"\n def __init__(self, product):\n self.product = product\n self.market = True\n self.records = []\n\n def new_rec(self, rec):\n \"\"\"add a record\"\"\"\n self.records.append(rec)\n return self.records\n\n\nclass Movement(object):\n \"\"\"class-storing movement\"\"\"\n def __init__(self, product, quantity, mode, price):\n self.product = product\n self.quantity = quantity\n self.mode = mode\n self.price = price\n\n\nclass PurePosition(object):\n \"\"\"class-storing position\"\"\"\n def __init__(self, product, quantity, mode, price):\n self.product = product\n self.quantity = quantity\n self.mode = mode\n self.price = price\n\n def __repr__(self):\n return ' - '.join([str(self.product), str(self.quantity),\n str(self.mode), str(self.price)])\n\n\nclass LowLevelAPI(object):\n \"\"\"low level api to interface with the service\"\"\"\n def __init__(self, brow=\"firefox\"):\n self.brow_name = brow\n self.positions = []\n self.movements = []\n self.stocks = []\n # init globals\n Glob()\n\n def launch(self):\n \"\"\"launch browser and virtual display, first of all to be launched\"\"\"\n try:\n # init virtual Display\nself.vbro = Display()\nself.vbro.sta\n logger.debug(\"virtual display launched\")\n except Exception:\n raise exceptions.VBroException()\n try:\n self.browser = Browser(self.brow_name)\n logger.debug(f\"browser {self.brow_name} launched\")\n except Exception:\n raise exceptions.BrowserException(\n self.brow_name, \"failed to launch\")\n return True\n\n def css(self, css_path, dom=None):\n \"\"\"css find function abbreviation\"\"\"\n if dom is None:\n dom = self.browser\n return expect(dom.find_by_css, args=[css_path])\n\n def css1(self, css_path, dom=None):\n \"\"\"return the first value of self.css\"\"\"\n if dom is None:\n dom = self.browser\n\n def _css1(path, domm):\n \"\"\"virtual local func\"\"\"\n return self.css(path, domm)[0]\n\n return expect(_css1, args=[css_path, dom])\n\n def search_name(self, name, dom=None):\n \"\"\"name find function abbreviation\"\"\"\n if dom is None:\n dom = self.browser\n return expect(dom.find_by_name, args=[name])\n\n def xpath(self, xpath, dom=None):\n \"\"\"xpath find function abbreviation\"\"\"\n if dom is None:\n dom = self.browser\n return expect(dom.find_by_xpath, args=[xpath])\n\n def elCss(self, css_path, dom=None):\n \"\"\"check if element is present by css\"\"\"\n if dom is None:\n dom = self.browser\n return expect(dom.is_element_present_by_css, args=[css_path])\n\n\n ... [34 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 IndentationError at line 52\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
8a248f7412b4e5841bfb0f9c54b8c6e82ae3813b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/python # -*- coding: utf-8 -*- from ansible.module_utils.openshift_common import OpenShiftAnsibleModule, OpenShiftAnsibleException def main(): try: module = OpenShiftAnsibleModule('build_config_list', 'v1') except OpenShiftAnsibleException as exc: # The helper failed to init, so there is no module object. All we can do is raise the error.
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Code truncated in middle of expression - unexpected EOF • IndentationError at line 10 Fix: Complete the function 'main' body and add missing return
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 377
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/python\n# -*- coding: utf-8 -*-\n\nfrom ansible.module_utils.openshift_common import OpenShiftAnsibleModule, OpenShiftAnsibleException\n\ndef main():\n try:\n module = OpenShiftAnsibleModule('build_config_list', 'v1')\n except OpenShiftAnsibleException as exc:\n # The helper failed to init, so there is no module object. All we can do is raise the error."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 IndentationError at line 10\n\n Fix: Complete the function 'main' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
8a2561d549e0edb64456facf130fd386d46356d5
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import json import logging import os import inspect import urllib import urllib.request from urllib.error import HTTPError # logger def validate_access(event, context): logger.debug("Inside function: [%s]", inspect.currentframe().f_code.co_name) logger.debug("RESTRICTED_ACCESS_ENABLED: [%s]", os.environ['RESTRICTED_ACCESS_ENABLED']) error_message = "You are not allowed, get out!" if os.environ['RESTRICTED_ACCESS_ENABLED'] == 'true': logger.info("Restricted access is enabled") logger.info("Value for header [%s] is: [%s]", os.environ['RESTRICTED_ACCESS_HTTP_HEADER'], event["headers"][os.environ['RESTRICTED_ACCESS_HTTP_HEADER']]) if event["headers"][os.environ['RESTRICTED_ACCESS_HTTP_HEADER']] != os.environ['RESTRICTED_ACCESS_SECRET']: logger.info("Key provided is not valid") logger.debug("Error: [%s]", error_message) http_code = 403 raise ValueError(http_code, error_message) else: logger.info("Key provided is valid") else: logger.info("Restricted access is NOT enabled") # create response def create_response_new(status_code, message_body): logger.debug("Inside function: [%s]", inspect.currentframe().f_code.co_name) return { 'statusCode': str(status_code), 'body': json.dumps(message_body), 'headers': { 'Content-Type': 'application/json', 'Access-Control-Allow-Origin': '*' }, } # download json file def get_json(): logger.debug("Inside function: [%s]", inspect.currentframe().f_code.co_name) try: response = urllib.request.urlopen(os.environ['AWS_REGIONS_JSON_URL']) except HTTPError as err: # catch HTTP error logger.debug("HTTP error: [%s]", err) raise json_data = json.loads(response.read()) return json_data # entry point -> return region info ... [2 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 53: ... [2 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 24 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 42 Unexpected indentation at line 44 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 3
| 0
| 1,963
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport json\nimport logging\nimport os\nimport inspect\nimport urllib\nimport urllib.request\nfrom urllib.error import HTTPError\n\n# logger\ndef validate_access(event, context):\n logger.debug(\"Inside function: [%s]\", inspect.currentframe().f_code.co_name)\n logger.debug(\"RESTRICTED_ACCESS_ENABLED: [%s]\", os.environ['RESTRICTED_ACCESS_ENABLED'])\n error_message = \"You are not allowed, get out!\"\n if os.environ['RESTRICTED_ACCESS_ENABLED'] == 'true':\n logger.info(\"Restricted access is enabled\")\n logger.info(\"Value for header [%s] is: [%s]\", os.environ['RESTRICTED_ACCESS_HTTP_HEADER'], event[\"headers\"][os.environ['RESTRICTED_ACCESS_HTTP_HEADER']])\n if event[\"headers\"][os.environ['RESTRICTED_ACCESS_HTTP_HEADER']] != os.environ['RESTRICTED_ACCESS_SECRET']:\n logger.info(\"Key provided is not valid\")\n logger.debug(\"Error: [%s]\", error_message)\n http_code = 403\n raise ValueError(http_code, error_message)\n else:\n logger.info(\"Key provided is valid\")\n else:\n logger.info(\"Restricted access is NOT enabled\")\n\n# create response\ndef create_response_new(status_code, message_body):\n logger.debug(\"Inside function: [%s]\", inspect.currentframe().f_code.co_name)\n return {\n 'statusCode': str(status_code),\n 'body': json.dumps(message_body),\n 'headers': {\n 'Content-Type': 'application/json',\n 'Access-Control-Allow-Origin': '*'\n },\n }\n\n# download json file\ndef get_json():\n logger.debug(\"Inside function: [%s]\", inspect.currentframe().f_code.co_name)\n try:\n response = urllib.request.urlopen(os.environ['AWS_REGIONS_JSON_URL'])\n except HTTPError as err:\n # catch HTTP error\n logger.debug(\"HTTP error: [%s]\", err)\n raise\n json_data = json.loads(response.read())\n return json_data\n\n# entry point -> return region info\n\n ... [2 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 53: ... [2 more functiondefs truncated] ...\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 16\n Unexpected indentation at line 17\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 24\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 42\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 49\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
8a258262e455109304caf1e67879b046459ff1bf
|
TheStack--python--000.parquet
|
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