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Find all errors in this Pythoncode:Python code: import pickle import threading from bmconfigparser import BMConfigParser import state knownNodesLock = threading.Lock() knownNodes = {} knownNodesTrimAmount = 2000 def saveKnownNodes(dirName = None): if dirName is None: dirName = state.appdata with knownNodesLock: with open(dirName + 'knownnodes.dat', 'wb') as output: pickle.dump(knownNodes, output) def increaseRating(peer): increaseAmount = 0.1 maxRating = 1 with knownNodesLock: for stream in knownNodes.keys(): try:
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 24 has no body - expected indented block • IndentationError at line 24 Fix: Complete the truncated code structure
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intermediate
|
data_processing
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error_detection
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Pythoncode:Python
| 4
| 0
| 544
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pickle\nimport threading\n\nfrom bmconfigparser import BMConfigParser\nimport state\n\nknownNodesLock = threading.Lock()\nknownNodes = {}\n\nknownNodesTrimAmount = 2000\n\ndef saveKnownNodes(dirName = None):\n if dirName is None:\n dirName = state.appdata\n with knownNodesLock:\n with open(dirName + 'knownnodes.dat', 'wb') as output:\n pickle.dump(knownNodes, output)\n\ndef increaseRating(peer):\n increaseAmount = 0.1\n maxRating = 1\n with knownNodesLock:\n for stream in knownNodes.keys():\n try:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 24 has no body - expected indented block\n \u2022 IndentationError at line 24\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86d39cbeb38ed832359d8101e1462aeccc15eee8
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright (c) 2018 DDN. All rights reserved. # Use of this source code is governed by a MIT-style # license that can be found in the LICENSE file. import os from chroma_agent.lib.shell import AgentShell from chroma_agent.log import console_log from chroma_agent.device_plugins.action_runner import CallbackAfterResponse from chroma_agent.lib.pacemaker import PacemakerConfig def ssi(runlevel): # force a manual failover by failing a node AgentShell.try_run(["sync"]) AgentShell.try_run(["sync"]) AgentShell.try_run(["init", runlevel]) def fail_node(): ssi("0") def stonith(node): p_cfg = PacemakerConfig() # TODO: signal that manager that a STONITH has been done so that it # doesn't treat it as an AWOL console_log.info("Rebooting %s per a STONITH request" % node) p_cfg.get_node(node).fence_reboot() def shutdown_server(halt=True, at_time="now"): def _shutdown(): console_log.info("Initiating server shutdown per manager request") # This will initiate a "nice" shutdown with a wall from root, etc. AgentShell.try_run(["shutdown", "-H" if halt else "-h", at_time]) console_log.info("Terminating") os._exit(0) raise CallbackAfterResponse(None, _shutdown) def reboot_server(at_time="now"): def _reboot(): console_log.info("Initiating server reboot per manager request") # reboot(8) just calls shutdown anyhow. AgentShell.try_run(["shutdown", "-r", at_time]) console_log.info("Terminating") os._exit(0) raise CallbackAfterResponse(None, _reboot) ACTIONS = [reboot_server, shutdown_server, fail_node, stonith]
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Code Review: ❌ Critical issues: Unterminated string literal at line 29 ⚠️ Code quality: Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 42 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 54 ✨ Improvements: Add closing quote at line 29 Add docstring to function '_shutdown' Add docstring to function '_reboot' Unresolved TODO/FIXME at line 28
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advanced
|
api
|
code_review
|
Pythoncode:Python
| 7
| 0
| 1,672
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright (c) 2018 DDN. All rights reserved.\n# Use of this source code is governed by a MIT-style\n# license that can be found in the LICENSE file.\n\n\nimport os\n\nfrom chroma_agent.lib.shell import AgentShell\nfrom chroma_agent.log import console_log\nfrom chroma_agent.device_plugins.action_runner import CallbackAfterResponse\nfrom chroma_agent.lib.pacemaker import PacemakerConfig\n\n\ndef ssi(runlevel):\n # force a manual failover by failing a node\n AgentShell.try_run([\"sync\"])\n AgentShell.try_run([\"sync\"])\n AgentShell.try_run([\"init\", runlevel])\n\n\ndef fail_node():\n ssi(\"0\")\n\n\ndef stonith(node):\n p_cfg = PacemakerConfig()\n\n # TODO: signal that manager that a STONITH has been done so that it\n # doesn't treat it as an AWOL\n console_log.info(\"Rebooting %s per a STONITH request\" % node)\n\n p_cfg.get_node(node).fence_reboot()\n\n\ndef shutdown_server(halt=True, at_time=\"now\"):\n def _shutdown():\n console_log.info(\"Initiating server shutdown per manager request\")\n # This will initiate a \"nice\" shutdown with a wall from root, etc.\n AgentShell.try_run([\"shutdown\", \"-H\" if halt else \"-h\", at_time])\n\n console_log.info(\"Terminating\")\n os._exit(0)\n\n raise CallbackAfterResponse(None, _shutdown)\n\n\ndef reboot_server(at_time=\"now\"):\n def _reboot():\n console_log.info(\"Initiating server reboot per manager request\")\n # reboot(8) just calls shutdown anyhow.\n AgentShell.try_run([\"shutdown\", \"-r\", at_time])\n\n console_log.info(\"Terminating\")\n os._exit(0)\n\n raise CallbackAfterResponse(None, _reboot)\n\n\nACTIONS = [reboot_server, shutdown_server, fail_node, stonith]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 29\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 29\n Unexpected indentation at line 30\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 42\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 54\n\n\u2728 Improvements:\n Add closing quote at line 29\n Add docstring to function '_shutdown'\n Add docstring to function '_reboot'\n Unresolved TODO/FIXME at line 28"}]
| false
| null | null | null |
86d3d194e9e0137871f97d1ad57cf24e9f4a90e3
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #! /usr/bin/env python # -*- coding: utf-8 -* class BaseTableConfig(object): """ Configures how to download and process tables from the Census API. """ THIS_DIR = pathlib.Path(__file__).parent PARENT_DIR = THIS_DIR.parent # All available years YEAR_LIST = [ 2017, 2016, 2015, 2014, 2013, 2012, 2011, 2010, 2009 ] # All available geographies GEOTYPE_LIST = ( "nationwide", "regions", "divisions", "states", "congressional_districts", "state_legislative_upper_districts", "state_legislative_lower_districts", "counties", "places", "urban_areas", "msas", "csas", "pumas", "nectas", "cnectas", "aiannh_homelands", "tracts", "zctas", "unified_school_districts", "elementary_school_districts", "secondary_school_districts" ) ... [24 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 4 Invalid syntax at line 47: ... [24 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 💡 Suggestions: Complete the expression on the last line Add closing quote at line 4 Review syntax near the error location
|
advanced
|
api
|
debugging
|
Pythoncode:Python
| 0
| 1
| 1,052
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#! /usr/bin/env python\n# -*- coding: utf-8 -*\nclass BaseTableConfig(object):\n \"\"\"\n Configures how to download and process tables from the Census API.\n \"\"\"\n THIS_DIR = pathlib.Path(__file__).parent\n PARENT_DIR = THIS_DIR.parent\n # All available years\n YEAR_LIST = [\n 2017,\n 2016,\n 2015,\n 2014,\n 2013,\n 2012,\n 2011,\n 2010,\n 2009\n ]\n # All available geographies\n GEOTYPE_LIST = (\n \"nationwide\",\n \"regions\",\n \"divisions\",\n \"states\",\n \"congressional_districts\",\n \"state_legislative_upper_districts\",\n \"state_legislative_lower_districts\",\n \"counties\",\n \"places\",\n \"urban_areas\",\n \"msas\",\n \"csas\",\n \"pumas\",\n \"nectas\",\n \"cnectas\",\n \"aiannh_homelands\",\n \"tracts\",\n \"zctas\",\n \"unified_school_districts\",\n \"elementary_school_districts\",\n \"secondary_school_districts\"\n )\n\n\n ... [24 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 4\n Invalid syntax at line 47: ... [24 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 4\n Review syntax near the error location"}]
| false
| null | null | null |
86d45952adaab5e1d25729182d1ca80f64803a29
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python3 import argparse import os from pathlib import Path import shutil import subprocess import sys from tempfile import TemporaryDirectory from uuid import uuid4 from zipfile import ZipFile import jinja2 import sente # type: ignore def load_sgf(sgfpath: Path): game = sente.sgf.load(str(sgfpath)) comments = {} seq = game.get_default_sequence() for idx, move in enumerate(seq, 1): game.play(move) if game.comment: comments[idx] = game.comment return { # read only main sequence, not variations 'nb_moves': len(seq), 'metadata': game.get_properties(), 'comments': comments, } ... [1 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 32: ... [1 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 21 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
ui
|
debugging
|
Pythoncode:Python
| 1
| 0
| 729
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python3\nimport argparse\nimport os\nfrom pathlib import Path\nimport shutil\nimport subprocess\nimport sys\nfrom tempfile import TemporaryDirectory\nfrom uuid import uuid4\nfrom zipfile import ZipFile\n\nimport jinja2\nimport sente # type: ignore\n\ndef load_sgf(sgfpath: Path):\n game = sente.sgf.load(str(sgfpath))\n comments = {}\n seq = game.get_default_sequence()\n for idx, move in enumerate(seq, 1):\n game.play(move)\n if game.comment:\n comments[idx] = game.comment\n return {\n # read only main sequence, not variations\n 'nb_moves': len(seq),\n 'metadata': game.get_properties(),\n 'comments': comments,\n }\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 32: ... [1 more functiondefs truncated] ...\n\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 21\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
86d61d512c3c9d47b1f63fe91873604a549e077d
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class Popularity: ''' Popularity( length=20 ) Used to iteratively calculate the average overall popularity of an algorithm's recommendations. Parameters ----------- length : int Coverage@length training_df : dataframe determines how many distinct item_ids there are in the training data ''' def __init__(self, length=20, training_df=None): self.length = length; self.sum = 0 self.tests = 0 self.train_actions = len(training_df.index) #group the data by the itemIds grp = training_df.groupby('ItemId') #count the occurence of every itemid in the trainingdataset self.pop_scores = grp.size() #sort it according to the score self.pop_scores.sort_values(ascending=False, inplace=True) #normalize self.pop_scores = self.pop_scores / self.pop_scores[:1].values[0] def add(self, result, next_items, for_item=0, session=0, pop_bin=None, position=None): '''
|
Update the metric with a result set and the correct next item. Result must be sorted correctly. Parameters -------- result: pandas.Series Series of scores with the item id as the index ''' #only keep the k- first predictions recs = result[:self.length] #take the unique values out of those top scorers items = recs.index.unique() self.sum += ( self.pop_scores[ items ].sum() / len( items ) ) self.tests += 1 def result(self): ''' Return a tuple of a description string and the current averaged value ''' return ("Popularity@" + str( self.length ) + ": "), ( self.sum / self.tests )
|
advanced
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testing
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 1,788
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass Popularity:\n '''\n Popularity( length=20 )\n\n Used to iteratively calculate the average overall popularity of an algorithm's recommendations. \n\n Parameters\n -----------\n length : int\n Coverage@length\n training_df : dataframe\n determines how many distinct item_ids there are in the training data\n '''\n \n def __init__(self, length=20, training_df=None):\n self.length = length;\n self.sum = 0\n self.tests = 0\n self.train_actions = len(training_df.index)\n #group the data by the itemIds\n grp = training_df.groupby('ItemId')\n #count the occurence of every itemid in the trainingdataset\n self.pop_scores = grp.size()\n #sort it according to the score\n self.pop_scores.sort_values(ascending=False, inplace=True)\n #normalize\n self.pop_scores = self.pop_scores / self.pop_scores[:1].values[0]\n\n\n def add(self, result, next_items, for_item=0, session=0, pop_bin=None, position=None):\n '''"}, {"role": "assistant", "content": "\n Update the metric with a result set and the correct next item.\n Result must be sorted correctly.\n \n Parameters\n --------\n result: pandas.Series\n Series of scores with the item id as the index\n '''\n #only keep the k- first predictions\n recs = result[:self.length]\n #take the unique values out of those top scorers\n items = recs.index.unique()\n \n self.sum += ( self.pop_scores[ items ].sum() / len( items ) )\n self.tests += 1\n \n def result(self):\n '''\n Return a tuple of a description string and the current averaged value\n '''\n return (\"Popularity@\" + str( self.length ) + \": \"), ( self.sum / self.tests )"}]
| false
| null | null | null |
86d6728bc96a31ea175e93ab91aadcc559c13053
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from django.conf.urls import include, url from . import views urlpatterns = [ url(r'^settings$', views.household_dashboard, name='household_dashboard'), url(r'^myinfo$', views.my_info, name='my_info'), url(r'^profile$', views.household_profile, name='maintain_household'), url(r'^members$', views.household_members, name='maintain_members'), url(r'^vehicles$', views.household_vehicles, name='maintain_vehicles'), url(r'^ajax/models-by-make/(?P<make_id>\d+)/$', views.ajax_models_by_make), url(r'^ajax/makes-by-type/(?P<type_id>\d+)/$', views.ajax_makes_by_type), url(r'^ajax/add-make/(?P<type_key>\d+)/(?P<make>[\w ]{1,50})/$', views.ajax_add_make), url(r'^ajax/add-model/(?P<make_key>\d+)/(?P<model>[\w -]{1,128})/$', views.ajax_add_model), url(r'^ajax/delete-invite/$', views.ajax_delete_invite), url(r'^ajax/change-member-status/$', views.ajax_change_member_status), ]
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15
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intermediate
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ui
|
code_review
|
Pythoncode:Python
| 0
| 0
| 918
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom django.conf.urls import include, url\nfrom . import views\n\nurlpatterns = [\n url(r'^settings$', views.household_dashboard, name='household_dashboard'),\n url(r'^myinfo$', views.my_info, name='my_info'),\n url(r'^profile$', views.household_profile, name='maintain_household'),\n url(r'^members$', views.household_members, name='maintain_members'),\n url(r'^vehicles$', views.household_vehicles, name='maintain_vehicles'),\n url(r'^ajax/models-by-make/(?P<make_id>\\d+)/$', views.ajax_models_by_make),\n url(r'^ajax/makes-by-type/(?P<type_id>\\d+)/$', views.ajax_makes_by_type),\n url(r'^ajax/add-make/(?P<type_key>\\d+)/(?P<make>[\\w ]{1,50})/$', views.ajax_add_make),\n url(r'^ajax/add-model/(?P<make_key>\\d+)/(?P<model>[\\w -]{1,128})/$', views.ajax_add_model),\n url(r'^ajax/delete-invite/$', views.ajax_delete_invite),\n url(r'^ajax/change-member-status/$', views.ajax_change_member_status),\n]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n 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"}]
| false
| null | null | null |
86d75a7478a79891b6baf0f18c7802c22b104725
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- try: # Python 2.7 from collections import OrderedDict except: # Python 2.6 from gluon.contrib.simplejson.ordered_dict import OrderedDict from gluon import current from gluon.html import A, URL from gluon.storage import Storage from s3 import s3_fullname T = current.T settings = current.deployment_settings """ Template settings for NYC Prepared """ # Pre-Populate settings.base.prepopulate = ("NYC",) settings.base.system_name = T("NYC Prepared") settings.base.system_name_short = T("NYC Prepared") # Theme (folder to use for views/layout.html) settings.base.theme = "NYC" settings.ui.formstyle_row = "bootstrap" settings.ui.formstyle = "bootstrap" settings.ui.filter_formstyle = "table_inline" settings.msg.parser = "NYC" # Uncomment to Hide the language toolbar settings.L10n.display_toolbar = False # Default timezone for users settings.L10n.utc_offset = "UTC -0500" # Uncomment these to use US-style dates in English settings.L10n.date_format = "%m-%d-%Y" # Start week on Sunday settings.L10n.firstDOW = 0 # Number formats (defaults to ISO 31-0) # Decimal separator for numbers (defaults to ,) settings.L10n.decimal_separator = "." # Thousands separator for numbers (defaults to space) # Complete this line # Default Country Code for telephone numbers settings.L10n.default_country_code = 1 # Enable this to change the label for 'Mobile Phone' settings.ui.label_mobile_phone = "Cell Phone" # Enable this to change the label for 'Postcode' settings.ui.label_postcode = "ZIP Code" # Uncomment to disable responsive behavior of datatables # - Disabled until tested settings.ui.datatables_responsive = False # PDF to Letter settings.base.paper_size = T("Letter") # Restrict the Location Selector to just certain countries # NB This can also be over-ridden for specific contexts later # e.g. Activities filtered to those of parent Project settings.gis.countries = ("US",) settings.fin.currencies = { "USD" : T("United States Dollars"), } settings.L10n.languages = OrderedDict([ ("en", "English"), ("es", "Español"), ]) # Authentication settings # These settings should be changed _after_ the 1st (admin) user is # registered in order to secure the deployment # Should users be allowed to register themselves? settings.security.self_registration = "index" # Do new users need to verify their email address? settings.auth.registration_requires_verification = True # Do new users need to be approved by an administrator prior to being able to login? settings.auth.registration_requires_approval = True # Always notify the approver of a new (verified) user, even if the user is automatically approved #settings.auth.always_notify_approver = False # Uncomment this to request the Mobile Phone when a user registers settings.auth.registration_requests_mobile_phone = True # Uncomment this to request the Organisation when a user registers settings.auth.registration_requests_organisation = True # Uncomment this to re ... [code truncated] ...
|
The missing line is: settings.L10n.thousands_separator = ","
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 3,033
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\ntry:\n # Python 2.7\n from collections import OrderedDict\nexcept:\n # Python 2.6\n from gluon.contrib.simplejson.ordered_dict import OrderedDict\n\nfrom gluon import current\nfrom gluon.html import A, URL\nfrom gluon.storage import Storage\n\nfrom s3 import s3_fullname\n\nT = current.T\nsettings = current.deployment_settings\n\n\"\"\"\n Template settings for NYC Prepared\n\"\"\"\n\n# Pre-Populate\nsettings.base.prepopulate = (\"NYC\",)\n\nsettings.base.system_name = T(\"NYC Prepared\")\nsettings.base.system_name_short = T(\"NYC Prepared\")\n\n# Theme (folder to use for views/layout.html)\nsettings.base.theme = \"NYC\"\nsettings.ui.formstyle_row = \"bootstrap\"\nsettings.ui.formstyle = \"bootstrap\"\nsettings.ui.filter_formstyle = \"table_inline\"\n\nsettings.msg.parser = \"NYC\"\n\n# Uncomment to Hide the language toolbar\nsettings.L10n.display_toolbar = False\n# Default timezone for users\nsettings.L10n.utc_offset = \"UTC -0500\"\n# Uncomment these to use US-style dates in English\nsettings.L10n.date_format = \"%m-%d-%Y\"\n# Start week on Sunday\nsettings.L10n.firstDOW = 0\n# Number formats (defaults to ISO 31-0)\n# Decimal separator for numbers (defaults to ,)\nsettings.L10n.decimal_separator = \".\"\n# Thousands separator for numbers (defaults to space)\n # Complete this line\n# Default Country Code for telephone numbers\nsettings.L10n.default_country_code = 1\n# Enable this to change the label for 'Mobile Phone'\nsettings.ui.label_mobile_phone = \"Cell Phone\"\n# Enable this to change the label for 'Postcode'\nsettings.ui.label_postcode = \"ZIP Code\"\n# Uncomment to disable responsive behavior of datatables\n# - Disabled until tested\nsettings.ui.datatables_responsive = False\n# PDF to Letter\nsettings.base.paper_size = T(\"Letter\")\n\n# Restrict the Location Selector to just certain countries\n# NB This can also be over-ridden for specific contexts later\n# e.g. Activities filtered to those of parent Project\nsettings.gis.countries = (\"US\",)\n\nsettings.fin.currencies = {\n \"USD\" : T(\"United States Dollars\"),\n}\n\nsettings.L10n.languages = OrderedDict([\n (\"en\", \"English\"),\n (\"es\", \"Espa\u00f1ol\"),\n])\n\n# Authentication settings\n# These settings should be changed _after_ the 1st (admin) user is\n# registered in order to secure the deployment\n# Should users be allowed to register themselves?\nsettings.security.self_registration = \"index\"\n# Do new users need to verify their email address?\nsettings.auth.registration_requires_verification = True\n# Do new users need to be approved by an administrator prior to being able to login?\nsettings.auth.registration_requires_approval = True\n# Always notify the approver of a new (verified) user, even if the user is automatically approved\n#settings.auth.always_notify_approver = False\n# Uncomment this to request the Mobile Phone when a user registers\nsettings.auth.registration_requests_mobile_phone = True\n# Uncomment this to request the Organisation when a user registers\nsettings.auth.registration_requests_organisation = True\n# Uncomment this to re\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nsettings.L10n.thousands_separator = \",\""}]
| false
| null | null | null |
86d75f7e9a302f49289d9be8498b550dc47650fa
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #! /usr/bin/env python # -*- coding: utf-8 -*- from ma
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Invalid syntax at line 4: from ma Fix: Complete the truncated code structure
|
beginner
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machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 55
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#! /usr/bin/env python\n# -*- coding: utf-8 -*-\n\nfrom ma"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Invalid syntax at line 4: from ma\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86d782fd2d0c71e606843e5d70887529cd2c5a40
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # ---------------------------------------------------------------------------- # Copyright (c) 2016-2018, QIIME 2 development team. # # Distributed under the terms of the Modified BSD License. # # The full license is in the file LICENSE, distributed with this software. # ---------------------------------------------------------------------------- from unittest import TestCase, main import qiime2 import os from q2_qemistree import MGFDirFmt, SiriusDirFmt, ZodiacDirFmt, OutputDirs from q2_qemistree import (compute_fragmentation_trees, class FingerprintTests(TestCase): def setUp(self): THIS_DIR = os.path.dirname(os.path.abspath(__file__)) self.badsirpath = os.path.join(THIS_DIR, 'data/foo/bin') self.goodsirpath = os.path.join(THIS_DIR, 'data/' 'sirius-linux64-headless-4.0.1/bin') # MassSpectrometryFeatures self.ions = qiime2.Artifact.load(os.path.join(THIS_DIR, 'data/sirius.mgf.qza')) # SiriusFolder self.sirout = qiime2.Artifact.load(os.path.join(THIS_DIR, 'data/sirFolder.qza')) # ZodiacFolder self.zodout = qiime2.Artifact.load(os.path.join(THIS_DIR, 'data/zodFolder.qza')) def test_artifactory(self): # everything is working fine obs = os.environ.get('_JAVA_OPTIONS', '') res = artifactory(self.goodsirpath, ['--help'], constructor=OutputDirs, java_flags='-Xms2G') self.assertEqual(obs, os.environ.get('_JAVA_OPTIONS')) self.assertTrue(isinstance(res, OutputDirs)) # exceptions are raised with self.assertRaises(OSError): res = artifactory(self.badsirpath, ['--help'], constructor=OutputDirs) def test_fragmentation_trees(self): ions = self.ions.view(MGFDirFmt) result = compute_fragmentation_trees(sirius_path=self.goodsirpath, features=ions, ppm_max=15, profile='orbitrap') contents = os.listdir(result.get_path()) self.assertTrue(('version.txt' in contents)) def test_fragmentation_trees_negative_ionization(self): ions = self.ions.view(MGFDirFmt) result = compute_fragmentation_trees(sirius_path=self.goodsirpath, features=ions, ppm_max=15, profile='orbitrap', ionization_mode='negative') contents = os.listdir(result.get_path()) self.assertTrue(('version.txt' in contents)) ... [3 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 4
| 1
| 2,852
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# ----------------------------------------------------------------------------\n# Copyright (c) 2016-2018, QIIME 2 development team.\n#\n# Distributed under the terms of the Modified BSD License.\n#\n# The full license is in the file LICENSE, distributed with this software.\n# ----------------------------------------------------------------------------\n\nfrom unittest import TestCase, main\nimport qiime2\nimport os\nfrom q2_qemistree import MGFDirFmt, SiriusDirFmt, ZodiacDirFmt, OutputDirs\nfrom q2_qemistree import (compute_fragmentation_trees,\nclass FingerprintTests(TestCase):\n def setUp(self):\n THIS_DIR = os.path.dirname(os.path.abspath(__file__))\n self.badsirpath = os.path.join(THIS_DIR, 'data/foo/bin')\n self.goodsirpath = os.path.join(THIS_DIR, 'data/'\n 'sirius-linux64-headless-4.0.1/bin')\n # MassSpectrometryFeatures\n self.ions = qiime2.Artifact.load(os.path.join(THIS_DIR,\n 'data/sirius.mgf.qza'))\n # SiriusFolder\n self.sirout = qiime2.Artifact.load(os.path.join(THIS_DIR,\n 'data/sirFolder.qza'))\n # ZodiacFolder\n self.zodout = qiime2.Artifact.load(os.path.join(THIS_DIR,\n 'data/zodFolder.qza'))\n\n def test_artifactory(self):\n # everything is working fine\n obs = os.environ.get('_JAVA_OPTIONS', '')\n res = artifactory(self.goodsirpath, ['--help'],\n constructor=OutputDirs, java_flags='-Xms2G')\n self.assertEqual(obs, os.environ.get('_JAVA_OPTIONS'))\n self.assertTrue(isinstance(res, OutputDirs))\n # exceptions are raised\n with self.assertRaises(OSError):\n res = artifactory(self.badsirpath, ['--help'],\n constructor=OutputDirs)\n\n def test_fragmentation_trees(self):\n ions = self.ions.view(MGFDirFmt)\n result = compute_fragmentation_trees(sirius_path=self.goodsirpath,\n features=ions,\n ppm_max=15, profile='orbitrap')\n contents = os.listdir(result.get_path())\n self.assertTrue(('version.txt' in contents))\n\n def test_fragmentation_trees_negative_ionization(self):\n ions = self.ions.view(MGFDirFmt)\n result = compute_fragmentation_trees(sirius_path=self.goodsirpath,\n features=ions,\n ppm_max=15, profile='orbitrap',\n ionization_mode='negative')\n contents = os.listdir(result.get_path())\n self.assertTrue(('version.txt' in contents))\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
86d8ff6a04670083ea5d1c4de998cdc6916ada2c
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import time import datetime import contextlib @contextlib.contextmanager def patch(obj, **attrs): "Monkey patch an object's attributes, restoring them after the block." stored = {} for name in attrs: stored[name] = getattr(obj, name) setattr(obj, name, attrs[name]) try: yield finally: for name in stored: setattr(obj, name, stored[name]) @contextlib.contextmanager def timed(msg='', threshold=0): "Print elapsed time of a block, if over optional threshold." start = time.time() try: yield finally: elapsed = time.time() - start if elapsed >= threshold: print datetime.timedelta(seconds=elapsed), msg
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 8 SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 29 ⚠️ Warnings: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 12 Unexpected indentation at line 13 💡 Suggestions: Add closing quote at line 8 Review code syntax
|
intermediate
|
oop
|
debugging
|
Pythoncode:Python
| 2
| 0
| 721
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport time\nimport datetime\nimport contextlib\n\n\n@contextlib.contextmanager\ndef patch(obj, **attrs):\n \"Monkey patch an object's attributes, restoring them after the block.\"\n stored = {}\n for name in attrs:\n stored[name] = getattr(obj, name)\n setattr(obj, name, attrs[name])\n try:\n yield\n finally:\n for name in stored:\n setattr(obj, name, stored[name])\n\n\n@contextlib.contextmanager\ndef timed(msg='', threshold=0):\n \"Print elapsed time of a block, if over optional threshold.\"\n start = time.time()\n try:\n yield\n finally:\n elapsed = time.time() - start\n if elapsed >= threshold:\n print datetime.timedelta(seconds=elapsed), msg"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 8\n SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 29\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 8\n Review code syntax"}]
| false
| null | null | null |
86d90c0ca6a5dbc266bca705498a4a9e3c8d3aac
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # vim: tabstop=4 shiftwidth=4 softtabstop=4 # # Copyright 2012 Rackspace # All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import logging import kombu from tempo import actions from tempo import config from tempo import db from tempo import notifier from tempo import queue as tempo_queue from tempo.openstack.common import cfg from tempo.openstack.common import exception as common_exception def _perform_task(task): def _notify(event_type, exception=None): payload = {'task_uuid': task_uuid} if exception is not None: payload['exception'] = exception publisher_id = CFG.worker.publisher_id priority = notifier.DEBUG notifier.notify(publisher_id, event_type, priority, payload) action = task.action task_uuid = task.uuid try: func = getattr(actions, action) except AttributeError: logger.error("unrecognized action '%(action)s' for task task" " '%(task_uuid)s'" % locals()) return logger.debug("task '%(task_uuid)s' started: '%(action)s'" % locals()) # Complete this line _notify('Started Task') try: func(task) except Exception as e: logger.error("task '%(task_uuid)s' errored: %(e)s" % locals()) _notify('Errored Task', exception=e) else: logger.debug("task '%(task_uuid)s' finished: returned successfully" % locals()) _notify('Finished Task') def _process_message(body, message): message.ack() task_uuid = body['task_uuid'] try: task = db.task_get(task_uuid) except common_exception.NotFound: logger.error("Task '%(task_uuid)s' not found" % locals()) return _perform_task(task) def _consume_messages(exchange, queue, key): kombu_xchg = kombu.Exchange(exchange, 'direct', durable=True) kombu_queue = kombu.Queue(queue, exchange=kombu_xchg, key=key) connection = tempo_queue.get_connection() consumer = kombu.Consumer(connection.channel(), kombu_queue) consumer.register_callback(_process_message) consumer.consume() while True: connection.drain_events() ... [1 more functiondefs truncated] ...
|
The missing line is:
|
intermediate
|
api
|
fill_in_the_blank
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Pythoncode:Python
| 4
| 0
| 2,728
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# vim: tabstop=4 shiftwidth=4 softtabstop=4\n#\n# Copyright 2012 Rackspace\n# 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\nimport logging\n\nimport kombu\n\nfrom tempo import actions\nfrom tempo import config\nfrom tempo import db\nfrom tempo import notifier\nfrom tempo import queue as tempo_queue\nfrom tempo.openstack.common import cfg\nfrom tempo.openstack.common import exception as common_exception\n\ndef _perform_task(task):\n def _notify(event_type, exception=None):\n payload = {'task_uuid': task_uuid}\n if exception is not None:\n payload['exception'] = exception\n\n publisher_id = CFG.worker.publisher_id\n priority = notifier.DEBUG\n notifier.notify(publisher_id, event_type, priority, payload)\n\n action = task.action\n task_uuid = task.uuid\n try:\n func = getattr(actions, action)\n except AttributeError:\n logger.error(\"unrecognized action '%(action)s' for task task\"\n \" '%(task_uuid)s'\" % locals())\n return\n\n logger.debug(\"task '%(task_uuid)s' started: '%(action)s'\" % locals())\n # Complete this line\n _notify('Started Task')\n\n try:\n func(task)\n except Exception as e:\n logger.error(\"task '%(task_uuid)s' errored: %(e)s\" % locals())\n _notify('Errored Task', exception=e)\n else:\n logger.debug(\"task '%(task_uuid)s' finished: returned successfully\" %\n locals())\n _notify('Finished Task')\n\n\ndef _process_message(body, message):\n message.ack()\n\n task_uuid = body['task_uuid']\n\n try:\n task = db.task_get(task_uuid)\n except common_exception.NotFound:\n logger.error(\"Task '%(task_uuid)s' not found\" % locals())\n return\n\n _perform_task(task)\n\n\ndef _consume_messages(exchange, queue, key):\n kombu_xchg = kombu.Exchange(exchange, 'direct', durable=True)\n kombu_queue = kombu.Queue(queue, exchange=kombu_xchg, key=key)\n\n connection = tempo_queue.get_connection()\n\n consumer = kombu.Consumer(connection.channel(), kombu_queue)\n consumer.register_callback(_process_message)\n consumer.consume()\n\n while True:\n connection.drain_events()\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
86d90c692c5aa920f75d361edbf2de1c22109ec8
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # Copyright 2017 Calico LLC # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # https://www.apache.org/licenses/LICENSE-2.0 # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and
|
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
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 560
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# Copyright 2017 Calico LLC\n\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n\n# https://www.apache.org/licenses/LICENSE-2.0\n\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and"}, {"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
|
86d979010cd46ef001009b94be4cbd36b5242fa0
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from django.urls import path from . import views app_name = "shop" urlpatterns = [ path('', views.HomePage.as_view(), name="home-page"), path('shop/', views.ProductListView.as_view(), name="product-list"), path('shop/<int:category_pk>/', views.ProductListView.as_view(), name="product-list"), path('shop/products/<int:pk>/', views.ProductDetailView.as_view(), name="product-detail"), path('cart/', views.cart_view, name="cart"), path('cart/add/<int:product_pk>/', views.add_product_to_order, name="add-product-to-cart"), path('cart/add/<int:product_pk>/json/', views.add_product_to_cart_json, name="add-product-to-cart-json"), path('checkout/', views.CheckOut.as_view(), name="checkout"), path('checkout/<int:address_pk>/', views.CheckOut.as_view(), name="checkout"), path('payment/', views.PaymentChoice.as_view(), name="payment-choice"), path('payment/order/<int:pk>/', views.MomoPayment.as_view(), name="momo-payment"), path('payment/momo/<int:pk>/confirm/', views.ConfirmMomoPayment.as_view(), name="confirm-momo-payment"), path('orders/', views.OrderList.as_view(), name="order-list"), path('orders/<int:pk>/', views.OrderDetail.as_view(), name="orde Error: SyntaxError: unterminated string literal
|
Fixed Code: from django.urls import path from . import views app_name = "shop" urlpatterns = [ path('', views.HomePage.as_view(), name="home-page"), path('shop/', views.ProductListView.as_view(), name="product-list"), path('shop/<int:category_pk>/', views.ProductListView.as_view(), name="product-list"), path('shop/products/<int:pk>/', views.ProductDetailView.as_view(), name="product-detail"), path('cart/', views.cart_view, name="cart"), path('cart/add/<int:product_pk>/', views.add_product_to_order, name="add-product-to-cart"), path('cart/add/<int:product_pk>/json/', views.add_product_to_cart_json, name="add-product-to-cart-json"), path('checkout/', views.CheckOut.as_view(), name="checkout"), path('checkout/<int:address_pk>/', views.CheckOut.as_view(), name="checkout"), path('payment/', views.PaymentChoice.as_view(), name="payment-choice"), path('payment/order/<int:pk>/', views.MomoPayment.as_view(), name="momo-payment"), path('payment/momo/<int:pk>/confirm/', views.ConfirmMomoPayment.as_view(), name="confirm-momo-payment"), path('orders/', views.OrderList.as_view(), name="order-list"), path('orders/<int:pk>/', views.OrderDetail.as_view(), name="order-detail"), Explanation: Close the string literal with matching quote
|
intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 1,213
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom django.urls import path\n\nfrom . import views\napp_name = \"shop\"\n\nurlpatterns = [\n path('', views.HomePage.as_view(), name=\"home-page\"),\n path('shop/', views.ProductListView.as_view(), name=\"product-list\"),\n path('shop/<int:category_pk>/', views.ProductListView.as_view(), name=\"product-list\"),\n path('shop/products/<int:pk>/', views.ProductDetailView.as_view(), name=\"product-detail\"),\n path('cart/', views.cart_view, name=\"cart\"),\n path('cart/add/<int:product_pk>/', views.add_product_to_order, name=\"add-product-to-cart\"),\n path('cart/add/<int:product_pk>/json/', views.add_product_to_cart_json, name=\"add-product-to-cart-json\"),\n path('checkout/', views.CheckOut.as_view(), name=\"checkout\"),\n path('checkout/<int:address_pk>/', views.CheckOut.as_view(), name=\"checkout\"),\n path('payment/', views.PaymentChoice.as_view(), name=\"payment-choice\"),\n path('payment/order/<int:pk>/', views.MomoPayment.as_view(), name=\"momo-payment\"),\n path('payment/momo/<int:pk>/confirm/', views.ConfirmMomoPayment.as_view(), name=\"confirm-momo-payment\"),\n path('orders/', views.OrderList.as_view(), name=\"order-list\"),\n path('orders/<int:pk>/', views.OrderDetail.as_view(), name=\"orde\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom django.urls import path\n\nfrom . import views\napp_name = \"shop\"\n\nurlpatterns = [\n path('', views.HomePage.as_view(), name=\"home-page\"),\n path('shop/', views.ProductListView.as_view(), name=\"product-list\"),\n path('shop/<int:category_pk>/', views.ProductListView.as_view(), name=\"product-list\"),\n path('shop/products/<int:pk>/', views.ProductDetailView.as_view(), name=\"product-detail\"),\n path('cart/', views.cart_view, name=\"cart\"),\n path('cart/add/<int:product_pk>/', views.add_product_to_order, name=\"add-product-to-cart\"),\n path('cart/add/<int:product_pk>/json/', views.add_product_to_cart_json, name=\"add-product-to-cart-json\"),\n path('checkout/', views.CheckOut.as_view(), name=\"checkout\"),\n path('checkout/<int:address_pk>/', views.CheckOut.as_view(), name=\"checkout\"),\n path('payment/', views.PaymentChoice.as_view(), name=\"payment-choice\"),\n path('payment/order/<int:pk>/', views.MomoPayment.as_view(), name=\"momo-payment\"),\n path('payment/momo/<int:pk>/confirm/', views.ConfirmMomoPayment.as_view(), name=\"confirm-momo-payment\"),\n path('orders/', views.OrderList.as_view(), name=\"order-list\"),\n path('orders/<int:pk>/', views.OrderDetail.as_view(), name=\"order-detail\"),\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
86db53b7a1cf34f8c926e78563b430e45842c3b8
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import autograd.numpy as np from scipy.stats import uniform from autograd import jacobian from numpy import euler_gamma from scipy.special import gamma as gamma_func from scipy.special import ndtri as z from scipy import integrate from scipy.optimize import minimize from surpyval import parametric as para from surpyval import nonparametric as nonp from surpyval.parametric.parametric_fitter import ParametricFitter from .fitters.mpp import mpp class ExpoWeibull_(ParametricFitter): def __init__(self, name): self.name = name self.k = 3 self.bounds = ((0, None), (0, None), (0, None),) self.support = (0, np.inf) self.plot_x_scale = 'log' self.y_ticks = [0.0001, 0.0002, 0.0003, 0.001, 0.002, 0.003, 0.005, 0.01, 0.02, 0.03, 0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.95, 0.99, 0.999, 0.9999] self.param_names = ['alpha', 'beta', 'mu'] self.param_map = { 'alpha' : 0, 'beta' : 1, 'mu' : 2 } def _parameter_initialiser(self, x, c=None, n=None, offset=False): log_x = np.log(x) log_x[np.isnan(log_x)] = 0 gumb = para.Gumbel.fit(log_x, c, n, how='MLE') if not gumb.res.success: gumb = para.Gumbel.fit(log_x, c, n, how='MPP') mu, sigma = gumb.params alpha, beta = np.exp(mu), 1. / sigma if (np.isinf(alpha) | np.isnan(alpha)): alpha = np.median(x) if (np.isinf(beta) | np.isnan(beta)): beta = 1. if offset: gamma = np.min(x) - (np.max(x) - np.min(x))/10. return gamma, alpha, beta, 1. else: return alpha, beta, 1. def sf(self, x, alpha, beta, mu): r""" Survival (or reliability) function for the ExpoWeibull Distribution: .. math:: R(x) = 1 - \left [ 1 - e^{-\left ( \frac{x}{\alpha} \right )^\beta} \right ]^{\mu} Parameters ---------- x : numpy array or scalar The values at which the function will be calculated alpha : numpy array or scalar scale parameter for the ExpoWeibull distribution beta : numpy array or scalar shape parameter for the ExpoWeibull distribution mu : numpy array or scalar shape parameter for the ExpoWeibull distribution Returns ------- sf : scalar or numpy array The value(s) of the reliability function at x. Examples -------- >>> import numpy as np >>> from surpyval import ExpoWeibull >>> x = np.array([1, 2, 3, 4, 5]) >>> ExpoWeibull.sf(x, 3, 4, 1.2) array([9.94911330e-01, 8.72902497e-01, 4.23286791e-01, 5.06674866e-02, 5.34717283e-04]) """ return 1 - np.power(1 - np.exp(-(x / alpha)**beta), mu) ... [12 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 52 Block at line 54 has no indented body Invalid syntax at line 89: ... [12 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 💡 Suggestions: Complete the expression on the last line Add closing quote at line 52 Review syntax near the error location
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advanced
|
database
|
debugging
|
Pythoncode:Python
| 3
| 1
| 2,970
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport autograd.numpy as np\nfrom scipy.stats import uniform\nfrom autograd import jacobian\nfrom numpy import euler_gamma\nfrom scipy.special import gamma as gamma_func\nfrom scipy.special import ndtri as z\nfrom scipy import integrate\nfrom scipy.optimize import minimize\n\nfrom surpyval import parametric as para\nfrom surpyval import nonparametric as nonp\nfrom surpyval.parametric.parametric_fitter import ParametricFitter\n\nfrom .fitters.mpp import mpp\n\nclass ExpoWeibull_(ParametricFitter):\n def __init__(self, name):\n self.name = name\n self.k = 3\n self.bounds = ((0, None), (0, None), (0, None),)\n self.support = (0, np.inf)\n self.plot_x_scale = 'log'\n self.y_ticks = [0.0001, 0.0002, 0.0003, 0.001, 0.002, \n 0.003, 0.005, 0.01, 0.02, 0.03, 0.05, \n 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, \n 0.9, 0.95, 0.99, 0.999, 0.9999]\n self.param_names = ['alpha', 'beta', 'mu']\n self.param_map = {\n 'alpha' : 0,\n 'beta' : 1,\n 'mu' : 2\n }\n\n def _parameter_initialiser(self, x, c=None, n=None, offset=False):\n log_x = np.log(x)\n log_x[np.isnan(log_x)] = 0\n gumb = para.Gumbel.fit(log_x, c, n, how='MLE')\n if not gumb.res.success:\n gumb = para.Gumbel.fit(log_x, c, n, how='MPP')\n mu, sigma = gumb.params\n alpha, beta = np.exp(mu), 1. / sigma\n if (np.isinf(alpha) | np.isnan(alpha)):\n alpha = np.median(x)\n if (np.isinf(beta) | np.isnan(beta)):\n beta = 1.\n if offset:\n gamma = np.min(x) - (np.max(x) - np.min(x))/10.\n return gamma, alpha, beta, 1.\n else:\n return alpha, beta, 1.\n def sf(self, x, alpha, beta, mu):\n r\"\"\"\n\n Survival (or reliability) function for the ExpoWeibull Distribution:\n\n .. math::\n R(x) = 1 - \\left [ 1 - e^{-\\left ( \\frac{x}{\\alpha} \\right )^\\beta} \\right ]^{\\mu}\n\n Parameters\n ----------\n\n x : numpy array or scalar\n The values at which the function will be calculated \n alpha : numpy array or scalar\n scale parameter for the ExpoWeibull distribution\n beta : numpy array or scalar\n shape parameter for the ExpoWeibull distribution\n mu : numpy array or scalar\n shape parameter for the ExpoWeibull distribution\n\n Returns\n -------\n\n sf : scalar or numpy array \n The value(s) of the reliability function at x.\n\n Examples\n --------\n >>> import numpy as np\n >>> from surpyval import ExpoWeibull\n >>> x = np.array([1, 2, 3, 4, 5])\n >>> ExpoWeibull.sf(x, 3, 4, 1.2)\n array([9.94911330e-01, 8.72902497e-01, 4.23286791e-01, 5.06674866e-02,\n 5.34717283e-04])\n \"\"\"\n return 1 - np.power(1 - np.exp(-(x / alpha)**beta), mu)\n\n\n ... [12 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 52\n Block at line 54 has no indented body\n Invalid syntax at line 89: ... [12 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 52\n Review syntax near the error location"}]
| false
| null | null | null |
86db5b39f7333cdce223e5a0be6e734eb216f5d2
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import pytest from datar import stats from datar.base import * from datar import f from datar.datasets import warpbreaks, state_division, state_region, airquality from .conftest import assert_iterable_equal def test_table(): # https://www.rdocumentation.org/packages/base/versions/3.6.2/topics/table z = stats.rpois(100, 5) x = table(z) assert sum(x.values.flatten()) == 100 #----------------- with data_context(warpbreaks) as _: tab = table(f.wool, f.tension) assert tab.columns.tolist() == ['H', 'L', 'M'] assert tab.index.tolist() == ['A', 'B'] assert_iterable_equal(tab.values.flatten(), [9] * 6) tab = table(warpbreaks.loc[:, ['wool', 'tension']]) assert tab.columns.tolist() == ['H', 'L', 'M'] assert tab.index.tolist() == ['A', 'B'] assert_iterable_equal(tab.values.flatten(), [9] * 6) #----------------- tab = table(state_division, state_region) assert tab.loc['New England', 'Northeast'] == 6 #----------------- with data_context(airquality) as _: qt = stats.quantile(f.Temp) ct = cut(f.Temp, qt) tab = table(ct, f.Month) assert tab.iloc[0,0] == 24 Error: SyntaxError / EOF
|
Fixed Code: import pytest from datar import stats from datar.base import * from datar import f from datar.datasets import warpbreaks, state_division, state_region, airquality from .conftest import assert_iterable_equal def test_table(): # https://www.rdocumentation.org/packages/base/versions/3.6.2/topics/table z = stats.rpois(100, 5) x = table(z) assert sum(x.values.flatten()) == 100 #----------------- with data_context(warpbreaks) as _: tab = table(f.wool, f.tension) assert tab.columns.tolist() == ['H', 'L', 'M'] Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 1,175
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport pytest\n\nfrom datar import stats\nfrom datar.base import *\nfrom datar import f\nfrom datar.datasets import warpbreaks, state_division, state_region, airquality\n\nfrom .conftest import assert_iterable_equal\n\ndef test_table():\n # https://www.rdocumentation.org/packages/base/versions/3.6.2/topics/table\n z = stats.rpois(100, 5)\n x = table(z)\n assert sum(x.values.flatten()) == 100\n\n #-----------------\n with data_context(warpbreaks) as _:\n tab = table(f.wool, f.tension)\n\n assert tab.columns.tolist() == ['H', 'L', 'M']\n assert tab.index.tolist() == ['A', 'B']\n assert_iterable_equal(tab.values.flatten(), [9] * 6)\n\n tab = table(warpbreaks.loc[:, ['wool', 'tension']])\n assert tab.columns.tolist() == ['H', 'L', 'M']\n assert tab.index.tolist() == ['A', 'B']\n assert_iterable_equal(tab.values.flatten(), [9] * 6)\n\n #-----------------\n tab = table(state_division, state_region)\n assert tab.loc['New England', 'Northeast'] == 6\n\n #-----------------\n with data_context(airquality) as _:\n qt = stats.quantile(f.Temp)\n ct = cut(f.Temp, qt)\n tab = table(ct, f.Month)\n\n assert tab.iloc[0,0] == 24\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport pytest\n\nfrom datar import stats\nfrom datar.base import *\nfrom datar import f\nfrom datar.datasets import warpbreaks, state_division, state_region, airquality\n\nfrom .conftest import assert_iterable_equal\n\ndef test_table():\n # https://www.rdocumentation.org/packages/base/versions/3.6.2/topics/table\n z = stats.rpois(100, 5)\n x = table(z)\n assert sum(x.values.flatten()) == 100\n\n #-----------------\n with data_context(warpbreaks) as _:\n tab = table(f.wool, f.tension)\n\n assert tab.columns.tolist() == ['H', 'L', 'M']\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86db8d66e4f0f969e4dab6cb93ed65e00e44883f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from unittest import TestCase from cqlengine.statements import UpdateStatement, WhereClause, AssignmentClause from cqlengine.operators import * class UpdateStatementTests(TestCase): def test_table_rendering(self): """ tests that fields are properly added to the select statement """ us = UpdateStatement('table') self.assertTrue(unicode(us).startswith('UPDATE table SET'), unicode(us)) self.assertTrue(str(us).startswith('UPDATE table SET'), str(us)) def test_rendering(self): us = UpdateStatement('table') us.add_assignment_clause(AssignmentClause('a', 'b')) us.add_assignment_clause(AssignmentClause('c', 'd')) us.add_where_clause(WhereClause('a', EqualsOperator(), 'x')) self.assertEqual(unicode(us), 'UPDATE table SET "a" = :0, "c" = :1 WHERE "a" = :2', unicode(us)) def test_context(self): us = UpdateStatement('table') us.add_assignment_clause(AssignmentClause('a', 'b')) us.add_assignment_clause(AssignmentClause('c', 'd')) us.add_where_clause(WhereClause('a', EqualsOperator(), 'x')) self.assertEqual(us.get_context(), {'0
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 26 • Unclosed '(' at line 26 - expected ')' • Unclosed '{' at line 26 - expected '}' Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 5
| 1
| 1,159
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom unittest import TestCase\nfrom cqlengine.statements import UpdateStatement, WhereClause, AssignmentClause\nfrom cqlengine.operators import *\n\n\nclass UpdateStatementTests(TestCase):\n\n def test_table_rendering(self):\n \"\"\" tests that fields are properly added to the select statement \"\"\"\n us = UpdateStatement('table')\n self.assertTrue(unicode(us).startswith('UPDATE table SET'), unicode(us))\n self.assertTrue(str(us).startswith('UPDATE table SET'), str(us))\n\n def test_rendering(self):\n us = UpdateStatement('table')\n us.add_assignment_clause(AssignmentClause('a', 'b'))\n us.add_assignment_clause(AssignmentClause('c', 'd'))\n us.add_where_clause(WhereClause('a', EqualsOperator(), 'x'))\n self.assertEqual(unicode(us), 'UPDATE table SET \"a\" = :0, \"c\" = :1 WHERE \"a\" = :2', unicode(us))\n\n def test_context(self):\n us = UpdateStatement('table')\n us.add_assignment_clause(AssignmentClause('a', 'b'))\n us.add_assignment_clause(AssignmentClause('c', 'd'))\n us.add_where_clause(WhereClause('a', EqualsOperator(), 'x'))\n self.assertEqual(us.get_context(), {'0"}, {"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 26\n \u2022 Unclosed '(' at line 26 - expected ')'\n \u2022 Unclosed '{' at line 26 - expected '}'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86dbc8be4491e9aac31a1a68443d62ca3e952415
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2020 Jan Feitsma (Falcons) # SPDX-License-Identifier: Apache-2.0 #!/usr/bin/python import matplotlib.pyplot as plt from matplotlib.patches import Rectangle class Checkbox(): def __init__(self, name, position, default=False, label=None, rsize=0.6, enabled=True): self.name = name # unique ID associated with # label to display next to the checkbox if label == None: self.label = name # reuse else: self.label = label self.callback = None self.enabled = enabled self.ticked = default self.ax = plt.axes(position) # position is a tuple (x,y,w,h) self.ax.axis('off') self.canvas = self.ax.figure.canvas # draw text if len(self.label): self.text = self.ax.text(-0.15, 0.5, self.label, horizontalalignment='right', verticalalignment='center') # draw a rectangle, add a bit of spacing self.ax.add_patch(Rectangle((0,(1.0-rsize)/2), rsize, rsize, fill=True)) # setup event handling self.canvas.mpl_connect('button_release_event', self._handle_event) self.redraw() def __repr__(self): s = 'checkbox:' + self.name + '=' + str(self.ticked) if not self.enabled: s += ' (disabled)' return s def on_changed(self, cb): self.callback = cb def _handle_event(self, e): if self.enabled and e.inaxes == self.ax: # TODO: exclude spacing margin for inaxes calculation self.ticked = not self.ticked self.redraw() if self.callback != None: self.callback(self.name, self.ticked) def redraw(self): col = 'grey' if self.enabled: col = ['lightgoldenrodyellow', 'blue'][self.ticked] self.ax.patches[0].set_facecolor(col) self.ax.figure.canvas.draw()
|
Functions: __init__, __repr__, on_changed, _handle_event, redraw Classes: Checkbox This code demonstrates Pythoncode:Python programming.
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advanced
|
ui
|
code_explanation
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Pythoncode:Python
| 5
| 1
| 1,883
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2020 Jan Feitsma (Falcons)\n# SPDX-License-Identifier: Apache-2.0\n#!/usr/bin/python\n\nimport matplotlib.pyplot as plt\nfrom matplotlib.patches import Rectangle\n\n\n\nclass Checkbox():\n def __init__(self, name, position, default=False, label=None, rsize=0.6, enabled=True):\n self.name = name # unique ID associated with\n # label to display next to the checkbox\n if label == None:\n self.label = name # reuse\n else:\n self.label = label\n self.callback = None\n self.enabled = enabled\n self.ticked = default\n self.ax = plt.axes(position) # position is a tuple (x,y,w,h)\n self.ax.axis('off')\n self.canvas = self.ax.figure.canvas\n # draw text\n if len(self.label):\n self.text = self.ax.text(-0.15, 0.5, self.label, horizontalalignment='right', verticalalignment='center')\n # draw a rectangle, add a bit of spacing\n self.ax.add_patch(Rectangle((0,(1.0-rsize)/2), rsize, rsize, fill=True))\n # setup event handling\n self.canvas.mpl_connect('button_release_event', self._handle_event)\n self.redraw()\n\n def __repr__(self):\n s = 'checkbox:' + self.name + '=' + str(self.ticked)\n if not self.enabled:\n s += ' (disabled)'\n return s\n\n def on_changed(self, cb):\n self.callback = cb\n\n def _handle_event(self, e):\n if self.enabled and e.inaxes == self.ax: # TODO: exclude spacing margin for inaxes calculation\n self.ticked = not self.ticked\n self.redraw()\n if self.callback != None:\n self.callback(self.name, self.ticked)\n\n def redraw(self):\n col = 'grey'\n if self.enabled:\n col = ['lightgoldenrodyellow', 'blue'][self.ticked]\n self.ax.patches[0].set_facecolor(col)\n self.ax.figure.canvas.draw()"}, {"role": "assistant", "content": " Functions: __init__, __repr__, on_changed, _handle_event, redraw\n Classes: Checkbox\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
86dbf2f275a336e7d12bde00e6cd729b126ef190
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from hitori_generator import Generator from argparse import ArgumentParser def generate(n: int, output_file: str) -> None: if n < 3 or n > 8: print("It isn't valid size") exit(4) generator = Generator(n) data = generator.generate() lines = map(lambda x: ' '.join(map(str, x)), data) with open(output_file, 'w', encoding='utf-8') as f: f.write('\n'.join(lines)) def main():
|
p = ArgumentParser() p.add_argument('filename', type=str, help='Path to output file') p.add_argument('-s', "--size", type=int, default=3, help='Generate SxS field. size must be in [3, 8]. Default is 3') args = p.parse_args() generate(args.size, args.filename) if __name__ == '__main__': main()
|
intermediate
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machine_learning
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 742
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom hitori_generator import Generator\nfrom argparse import ArgumentParser\n\n\ndef generate(n: int, output_file: str) -> None:\n if n < 3 or n > 8:\n print(\"It isn't valid size\")\n exit(4)\n generator = Generator(n)\n data = generator.generate()\n lines = map(lambda x: ' '.join(map(str, x)), data)\n with open(output_file, 'w', encoding='utf-8') as f:\n f.write('\\n'.join(lines))\n\n\ndef main():"}, {"role": "assistant", "content": "\n p = ArgumentParser()\n p.add_argument('filename', type=str, help='Path to output file')\n p.add_argument('-s', \"--size\", type=int, default=3, help='Generate SxS field. size must be in [3, 8]. Default is 3')\n\n args = p.parse_args()\n generate(args.size, args.filename)\n\n\nif __name__ == '__main__':\n main()"}]
| false
| null | null | null |
86dc7d357b174d6a4843f8edef2436d8cf30c367
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from lxml import etree from opaflib.filters import defilterData #Logging facility import logging,code logger = logging.getLogger("OPAFXML") class PDFXML(etree.ElementBase): ''' Base pdf-xml class. Every pdf token xml representation will have a span wich indicates where the original token layed in the file ''' def _getspan(self): return tuple([int(i) for i in self.get('span').split('~')]) def _setspan(self, value): self.set('span',"%d~%d"%value) def span_move(self,offset, recursive=True): begin,end = self.span self.span = (begin+offset,end+offset) if recursive: for child in self.getchildren(): child.span_move(offset) def span_expand(self,span): begin,end = self.span self.span = (min(begin,span[0]),max(end,span[1])) def clear_span(self, recursive=True): del self.attrib['span'] for child in self.getchildren(): child.clear_span() span = property(_getspan,_setspan) def _to_xml(self): return etree.tostring(self) xml = property(_to_xml) def _from_python(self, value): self.from_python(value) def _to_python(self): return self.to_python() value = property(_to_python,_from_python) def __getattr__(self, name): tags = set([e.tag for e in self]) if name in tags: return self.xpath('./%s'%name) return getattr(super(PDFXML,self),name) def get_numgen(self): ''' Search the object and generation number of any pdf element ''' if self.tag.startswith('indirect'): return self.id else: return self.getparent().get_numgen() #leaf class PDFString(PDFXML): def from_python(self, value ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.text = value.encode('string_escape') def to_python(self): return self.text.decode('string_escape') class PDFName(PDFString):
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 19
| 7
| 1,807
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom lxml import etree\nfrom opaflib.filters import defilterData\n#Logging facility\nimport logging,code \nlogger = logging.getLogger(\"OPAFXML\")\n\nclass PDFXML(etree.ElementBase):\n ''' Base pdf-xml class. Every pdf token xml representation will\n have a span wich indicates where the original token layed in the file\n '''\n def _getspan(self):\n return tuple([int(i) for i in self.get('span').split('~')])\n def _setspan(self, value):\n self.set('span',\"%d~%d\"%value)\n def span_move(self,offset, recursive=True):\n begin,end = self.span \n self.span = (begin+offset,end+offset)\n if recursive:\n for child in self.getchildren():\n child.span_move(offset)\n def span_expand(self,span):\n begin,end = self.span \n self.span = (min(begin,span[0]),max(end,span[1])) \n\n def clear_span(self, recursive=True):\n del self.attrib['span']\n for child in self.getchildren():\n child.clear_span()\n span = property(_getspan,_setspan)\n\n def _to_xml(self):\n return etree.tostring(self)\n xml = property(_to_xml)\n\n def _from_python(self, value):\n self.from_python(value)\n def _to_python(self):\n return self.to_python()\n value = property(_to_python,_from_python)\n \n def __getattr__(self, name):\n tags = set([e.tag for e in self])\n if name in tags:\n return self.xpath('./%s'%name)\n return getattr(super(PDFXML,self),name)\n \n \n def get_numgen(self):\n ''' Search the object and generation number of any pdf element '''\n if self.tag.startswith('indirect'):\n return self.id\n else:\n return self.getparent().get_numgen()\n\n\n#leaf\nclass PDFString(PDFXML):\n def from_python(self, value\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n self.text = value.encode('string_escape')\n def to_python(self):\n return self.text.decode('string_escape')\n \nclass PDFName(PDFString):"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86dd7f5030a8b0c0b8c5d1166bbac51638b7d539
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import tensorflow as tf # y=ax+b linear model def regression(x): a = tf.Variable(tf.zeros([784, 10]), name="a") b = tf.Variable(tf.zeros([10]), name="b") y = tf.nn.softmax(tf.matmul(x, a) + b) return y, [a, b] # 定义卷积模型 def convolutional(x, keep_prob): def conv2d(x, w): return tf.nn.conv2d(x, w, [1, 1, 1, 1], padding='SAME') def max_pool_2x2(x): return tf.nn.max_pool( x, ksize=[1, 2, 2, 1], strides=[1, 2, 2, 1], padding='SAME') def weight_variable(shape): initial = tf.truncated_normal(shape, stddev=0.1) return tf.Variable(initial) def bias_variable(shape): initial = tf.constant(0.1, shape=shape) return tf.Variable(initial) x_image = tf.reshape(x, [-1, 28, 28, 1]) w_conv1 = weight_variable([5, 5, 1, 32]) b_conv1 = bias_variable([32]) h_conv1 = tf.nn.relu(conv2d(x_image, w_conv1) + b_conv1) h_pool1 = max_pool_2x2(h_conv1) w_conv2 = weight_variable([5, 5, 32, 64]) b_conv2 = bias_variable([64]) h_conv2 = tf.nn.relu(conv2d(h_pool1, w_conv2) + b_conv2) h_pool2 = max_pool_2x2(h_conv2) # 全连接层 w_fc1 = weight_variable([7 * 7 * 64, 1024]) b_fc1 = bias_variable([1024]) h_pool2_flat = tf.reshape(h_pool2, [-1, 7 * 7 * 64]) h_fc1 = tf.nn.relu(tf.matmul(h_pool2_flat, w_fc1) + b_fc1) h_fc1_drop = tf.nn.dropout(h_fc1, keep_prob) w_fc2 = weight_variable([1024, 10]) b_fc2 = bias_variable([10]) y = tf.nn.softmax(tf.matmul(h_fc1_drop, w_fc2)) return y, [w_conv1, b_conv1, w_conv2, b_conv2, w_fc1, w_fc2, b_fc2]
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 20 Unexpected indentation at line 24 Unexpected indentation at line 28 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 ✨ Improvements: Add docstring to function 'regression' Add docstring to function 'convolutional' Function 'convolutional' is too long (22 statements) - consider splitting
|
advanced
|
database
|
code_review
|
Pythoncode:Python
| 6
| 0
| 1,590
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport tensorflow as tf\n\n\n# y=ax+b linear model\ndef regression(x):\n a = tf.Variable(tf.zeros([784, 10]), name=\"a\")\n b = tf.Variable(tf.zeros([10]), name=\"b\")\n y = tf.nn.softmax(tf.matmul(x, a) + b)\n\n return y, [a, b]\n\n\n# \u5b9a\u4e49\u5377\u79ef\u6a21\u578b\ndef convolutional(x, keep_prob):\n def conv2d(x, w):\n return tf.nn.conv2d(x, w, [1, 1, 1, 1], padding='SAME')\n\n def max_pool_2x2(x):\n return tf.nn.max_pool(\n x, ksize=[1, 2, 2, 1], strides=[1, 2, 2, 1], padding='SAME')\n\n def weight_variable(shape):\n initial = tf.truncated_normal(shape, stddev=0.1)\n return tf.Variable(initial)\n\n def bias_variable(shape):\n initial = tf.constant(0.1, shape=shape)\n return tf.Variable(initial)\n\n x_image = tf.reshape(x, [-1, 28, 28, 1])\n w_conv1 = weight_variable([5, 5, 1, 32])\n b_conv1 = bias_variable([32])\n h_conv1 = tf.nn.relu(conv2d(x_image, w_conv1) + b_conv1)\n h_pool1 = max_pool_2x2(h_conv1)\n\n w_conv2 = weight_variable([5, 5, 32, 64])\n b_conv2 = bias_variable([64])\n h_conv2 = tf.nn.relu(conv2d(h_pool1, w_conv2) + b_conv2)\n h_pool2 = max_pool_2x2(h_conv2)\n\n # \u5168\u8fde\u63a5\u5c42\n w_fc1 = weight_variable([7 * 7 * 64, 1024])\n b_fc1 = bias_variable([1024])\n h_pool2_flat = tf.reshape(h_pool2, [-1, 7 * 7 * 64])\n h_fc1 = tf.nn.relu(tf.matmul(h_pool2_flat, w_fc1) + b_fc1)\n h_fc1_drop = tf.nn.dropout(h_fc1, keep_prob)\n w_fc2 = weight_variable([1024, 10])\n b_fc2 = bias_variable([10])\n y = tf.nn.softmax(tf.matmul(h_fc1_drop, w_fc2))\n\n return y, [w_conv1, b_conv1, w_conv2, b_conv2, w_fc1, w_fc2, b_fc2]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 20\n Unexpected indentation at line 24\n Unexpected indentation at line 28\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 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n\n\u2728 Improvements:\n Add docstring to function 'regression'\n Add docstring to function 'convolutional'\n Function 'convolutional' is too long (22 statements) - consider splitting"}]
| false
| null | null | null |
86dd8cfba25399e11b5e6b0c69e97eec2cc7d779
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from common.make_tx import make_swap_tx from sol.handle_simple import handle_unknown_detect_transfers def handle_metaplex(exporter, txinfo): transfers_in, transfers_out, _ = txinfo.transfers_net if len(transfers_in) == 1 and len(transfers_out) == 1: sent_amount, sent_currency, _, _ = transfers_out[0] received_amount, received_currency, _, _ = transfers_in[0] row = make_swap_tx(txinfo, sent_amount, sent_currency, received_amount, received_currency) exporter.ingest_row(row) else: handle_unknown_detect_transfers(exporter, txinfo) def is_nft_mint(txinfo): log_instructions = txinfo.log_instructions transfers_in, transfers_out, _ = txinfo.transfers_net if "MintTo" in log_instructions and len(transfers_out) == 1 and len(transfers_in) == 0: return True elif ("MintTo" in log_instructions and len(transfers_out) == 1 and len(transfers_in) == 1 and transfers_in[0][0] == 1): return True else: return False def handle_nft_mint(exporter, txinfo): transfers_in, transfers_out, transfers_unknown = txinfo.transfers_net if len(transfers_in) == 1 and len(transfers_out) == 1: sent_amount, sent_currency, _, _ = transfers_out[0] received_amount, received_currency, _, _ = transfers_in[0] row = make_swap_tx(txinfo, sent_amount, sent_currency, received_amount, received_currency) exporter.ingest_row(row) return handle_unknown_detect_transfers(exporter, txinfo)
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Code Review: ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 20 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 29 Unexpected indentation at line 38 Unexpected indentation at line 41 Unexpected indentation at line 42
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intermediate
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general
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code_review
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Pythoncode:Python
| 3
| 0
| 1,544
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom common.make_tx import make_swap_tx\nfrom sol.handle_simple import handle_unknown_detect_transfers\n\n\ndef handle_metaplex(exporter, txinfo):\n transfers_in, transfers_out, _ = txinfo.transfers_net\n\n if len(transfers_in) == 1 and len(transfers_out) == 1:\n sent_amount, sent_currency, _, _ = transfers_out[0]\n received_amount, received_currency, _, _ = transfers_in[0]\n\n row = make_swap_tx(txinfo, sent_amount, sent_currency, received_amount, received_currency)\n exporter.ingest_row(row)\n else:\n handle_unknown_detect_transfers(exporter, txinfo)\n\n\ndef is_nft_mint(txinfo):\n log_instructions = txinfo.log_instructions\n transfers_in, transfers_out, _ = txinfo.transfers_net\n\n if \"MintTo\" in log_instructions and len(transfers_out) == 1 and len(transfers_in) == 0:\n return True\n elif (\"MintTo\" in log_instructions\n and len(transfers_out) == 1\n and len(transfers_in) == 1\n and transfers_in[0][0] == 1):\n return True\n else:\n return False\n\n\ndef handle_nft_mint(exporter, txinfo):\n transfers_in, transfers_out, transfers_unknown = txinfo.transfers_net\n\n if len(transfers_in) == 1 and len(transfers_out) == 1:\n sent_amount, sent_currency, _, _ = transfers_out[0]\n received_amount, received_currency, _, _ = transfers_in[0]\n\n row = make_swap_tx(txinfo, sent_amount, sent_currency, received_amount, received_currency)\n exporter.ingest_row(row)\n return\n\n handle_unknown_detect_transfers(exporter, txinfo)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 20\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 29\n Unexpected indentation at line 38\n Unexpected indentation at line 41\n Unexpected indentation at line 42"}]
| false
| null | null | null |
86dfb9b0ac538e587eb0952c661e061a843edff2
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: ... [6 more functiondefs truncated] ...
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This code demonstrates Pythoncode:Python programming.
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beginner
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general
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code_explanation
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Pythoncode:Python
| 0
| 0
| 47
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
86e079c3cae2dd930094e58b47942d7cc71d011d
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TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from . import imageview from . import cisview from . import renderer from . import convert class cis: """Composible Image Set Class The data structure to hold properties of a Composible Image Set. """ def __init__(self, filename): """ The constructor. """ self.fname = filename self.classname = "COMPOSABLE_IMAGE_SET" self.dims = [0,0] self.flags = "CONSTANT_CHANNELS" self.version = "1.0" self.parameterlist = [] self.parametertable = None self.variables = {} self.images = {} self.colormaps = {} def debug_print(self): """ Debug print statement for CIS properties. """ print("printing cis") print(" fname: {}".format(self.fname)) print(" classname: {}".format(self.classname)) print(" dims: {}".format(self.dims)) print(" flags: {}".format(self.flags)) print(" version: {}".format(self.version)) print(" colormaps: ") for m in self.colormaps: print(m) for i in self.get_images(): print(" image: {}".format(self.get_image(i).name)) for l in self.get_image(i).get_layers(): print(" layer: {}".format(self.get_image(i).get_layer(l).name)) print("\n") def get_image(self, key): """ Returns an image given its key. """ result = False if key in self.images: result = self.images[key] return result def get_images(self): """ Returns all images. """ for i in self.images: yield i def get_image_names(self): """ Returns list of image names. """ return list(self.images.keys()) def set_parameter_table(self, table): """ Set parameter table using a deep copy. """ self.parametertable = table.copy(deep=True) def add_parameter(self, name, type): """ Add a parameter to the list of parameters for the CIS. """ # check for duplicates self.parameterlist.append([name, type]) def add_variable(self, name, type, min, max): """ Add a variable to the set of variables. """ # check for duplicates self.variables[name] = {'type':type, 'min':min, 'max':max} def add_image(self, name): """ Add an image to the set of images in the CIS. """ # check for duplicates self.images[name] = image.image(name) return self.images[name] def get_variables(self): """ Return all variables. """ for i in self.variables: yield i def get_variable(self, name): """ Return a variable. """ variable = None if name in self.variables: variable = self.variables[name return variable ... [6 more functiondefs truncated] ... Error: SyntaxError: unmatched brackets
|
Fixed Code: from . import imageview from . import cisview from . import renderer from . import convert class cis: """Composible Image Set Class The data structure to hold properties of a Composible Image Set. """ def __init__(self, filename): """ The constructor. """ self.fname = filename self.classname = "COMPOSABLE_IMAGE_SET" self.dims = [0,0] self.flags = "CONSTANT_CHANNELS" self.version = "1.0" self.parameterlist = [] self.parametertable = None Explanation: Add missing ']' bracket at line 91
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advanced
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database
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error_fixing
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Pythoncode:Python
| 11
| 1
| 2,934
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom . import imageview\nfrom . import cisview\nfrom . import renderer\nfrom . import convert\n\n\nclass cis:\n \"\"\"Composible Image Set Class\n The data structure to hold properties of a Composible Image Set.\n \"\"\"\n\n def __init__(self, filename):\n \"\"\" The constructor. \"\"\"\n self.fname = filename\n self.classname = \"COMPOSABLE_IMAGE_SET\"\n self.dims = [0,0]\n self.flags = \"CONSTANT_CHANNELS\"\n self.version = \"1.0\"\n self.parameterlist = []\n self.parametertable = None\n self.variables = {}\n self.images = {}\n self.colormaps = {}\n\n def debug_print(self):\n \"\"\" Debug print statement for CIS properties. \"\"\"\n print(\"printing cis\")\n print(\" fname: {}\".format(self.fname))\n print(\" classname: {}\".format(self.classname))\n print(\" dims: {}\".format(self.dims))\n print(\" flags: {}\".format(self.flags))\n print(\" version: {}\".format(self.version))\n print(\" colormaps: \")\n for m in self.colormaps:\n print(m)\n\n for i in self.get_images():\n print(\" image: {}\".format(self.get_image(i).name))\n for l in self.get_image(i).get_layers():\n print(\" layer: {}\".format(self.get_image(i).get_layer(l).name))\n\n print(\"\\n\")\n\n def get_image(self, key):\n \"\"\" Returns an image given its key. \"\"\"\n result = False\n if key in self.images:\n result = self.images[key]\n return result\n\n def get_images(self):\n \"\"\" Returns all images. \"\"\"\n for i in self.images:\n yield i\n\n def get_image_names(self):\n \"\"\" Returns list of image names. \"\"\"\n return list(self.images.keys())\n\n def set_parameter_table(self, table):\n \"\"\" Set parameter table using a deep copy. \"\"\"\n self.parametertable = table.copy(deep=True)\n\n def add_parameter(self, name, type):\n \"\"\" Add a parameter to the list of parameters for the CIS. \"\"\"\n # check for duplicates\n self.parameterlist.append([name, type])\n\n def add_variable(self, name, type, min, max):\n \"\"\" Add a variable to the set of variables. \"\"\"\n # check for duplicates\n self.variables[name] = {'type':type, 'min':min, 'max':max}\n\n def add_image(self, name):\n \"\"\" Add an image to the set of images in the CIS. \"\"\"\n # check for duplicates\n self.images[name] = image.image(name)\n\n return self.images[name]\n\n def get_variables(self):\n \"\"\" Return all variables. \"\"\"\n for i in self.variables:\n yield i\n\n def get_variable(self, name):\n \"\"\" Return a variable. \"\"\"\n\n variable = None\n if name in self.variables:\n variable = self.variables[name\n\n return variable\n\n\n ... [6 more functiondefs truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom . import imageview\nfrom . import cisview\nfrom . import renderer\nfrom . import convert\n\n\nclass cis:\n \"\"\"Composible Image Set Class\n The data structure to hold properties of a Composible Image Set.\n \"\"\"\n\n def __init__(self, filename):\n \"\"\" The constructor. \"\"\"\n self.fname = filename\n self.classname = \"COMPOSABLE_IMAGE_SET\"\n self.dims = [0,0]\n self.flags = \"CONSTANT_CHANNELS\"\n self.version = \"1.0\"\n self.parameterlist = []\n self.parametertable = None\n\n Explanation: Add missing ']' bracket at line 91"}]
| true
|
syntax
|
MISSING_BRACKETS
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MEDIUM
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86e150137bde5dca549d0321cdc857bd542bc500
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TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import numpy as np import nibabel as nib import os.path as op import pyglet #pyglet.options['debug_gl'] = True #pyglet.options['debug_x11'] = True #pyglet.options['debug_gl_trace'] = True #pyglet.options['debug_texture'] = True #fos modules from fos.actor.axes import Axes from fos import World, Window, WindowManager from labeler import TrackLabeler from fos.actor.slicer import Slicer #dipy modules from dipy.segment.quickbundles import QuickBundles from dipy.io.dpy import Dpy from dipy.io.pickles import load_pickle,save_pickle from dipy.viz.colormap import orient2rgb import copy if __name__ == '__main__': subject = 5 seeds = 1 qb_dist = 30 #load T1 volume registered in MNI space img = nib.load('data/subj_'+("%02d" % subject)+'/MPRAGE_32/T1_flirt_out.nii.gz') data = img.get_data() affine = img.get_affine() #load the tracks registered in MNI space fdpyw = 'data/subj_'+("%02d" % subject)+'/101_32/DTI/tracks_gqi_'+str(seeds)+'M_linear.dpy' dpr = Dpy(fdpyw, 'r') T = dpr.read_tracks() dpr.close() #load initial QuickBundles with threshold 30mm fpkl = 'data/subj_'+("%02d" % subject)+'/101_32/DTI/qb_gqi_'+str(seeds)+'M_linear_'+str(qb_dist)+'.pkl' #qb=QuickBundles(T,30.,12) Error: SyntaxError / EOF
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Fixed Code: import numpy as np import nibabel as nib import os.path as op import pyglet #pyglet.options['debug_gl'] = True #pyglet.options['debug_x11'] = True #pyglet.options['debug_gl_trace'] = True #pyglet.options['debug_texture'] = True #fos modules from fos.actor.axes import Axes from fos import World, Window, WindowManager from labeler import TrackLabeler from fos.actor.slicer import Slicer #dipy modules from dipy.segment.quickbundles import QuickBundles from dipy.io.dpy import Dpy from dipy.io.pickles import load_pickle,save_pickle from dipy.viz.colormap import orient2rgb Explanation: Complete the truncated code structure
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intermediate
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database
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error_fixing
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Pythoncode:Python
| 0
| 0
| 1,273
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport numpy as np\nimport nibabel as nib\nimport os.path as op\n\nimport pyglet\n#pyglet.options['debug_gl'] = True\n#pyglet.options['debug_x11'] = True\n#pyglet.options['debug_gl_trace'] = True\n#pyglet.options['debug_texture'] = True\n\n#fos modules\nfrom fos.actor.axes import Axes\nfrom fos import World, Window, WindowManager\nfrom labeler import TrackLabeler\nfrom fos.actor.slicer import Slicer\n#dipy modules\nfrom dipy.segment.quickbundles import QuickBundles\nfrom dipy.io.dpy import Dpy\nfrom dipy.io.pickles import load_pickle,save_pickle\nfrom dipy.viz.colormap import orient2rgb\nimport copy\n\n\nif __name__ == '__main__':\n\n subject = 5\n seeds = 1\n qb_dist = 30\n \n #load T1 volume registered in MNI space \n img = nib.load('data/subj_'+(\"%02d\" % subject)+'/MPRAGE_32/T1_flirt_out.nii.gz')\n data = img.get_data()\n affine = img.get_affine() \n #load the tracks registered in MNI space \n fdpyw = 'data/subj_'+(\"%02d\" % subject)+'/101_32/DTI/tracks_gqi_'+str(seeds)+'M_linear.dpy' \n dpr = Dpy(fdpyw, 'r')\n T = dpr.read_tracks()\n dpr.close() \n #load initial QuickBundles with threshold 30mm\n fpkl = 'data/subj_'+(\"%02d\" % subject)+'/101_32/DTI/qb_gqi_'+str(seeds)+'M_linear_'+str(qb_dist)+'.pkl'\n #qb=QuickBundles(T,30.,12) \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport numpy as np\nimport nibabel as nib\nimport os.path as op\n\nimport pyglet\n#pyglet.options['debug_gl'] = True\n#pyglet.options['debug_x11'] = True\n#pyglet.options['debug_gl_trace'] = True\n#pyglet.options['debug_texture'] = True\n\n#fos modules\nfrom fos.actor.axes import Axes\nfrom fos import World, Window, WindowManager\nfrom labeler import TrackLabeler\nfrom fos.actor.slicer import Slicer\n#dipy modules\nfrom dipy.segment.quickbundles import QuickBundles\nfrom dipy.io.dpy import Dpy\nfrom dipy.io.pickles import load_pickle,save_pickle\nfrom dipy.viz.colormap import orient2rgb\n\n Explanation: Complete the truncated code structure"}]
| true
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syntax
|
HARD_CUT
|
CRITICAL
|
86e1817f75ca21dff7ecb06d87908e9887be1bfd
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #coding=utf-8 #性别识别 import cv2 from keras.models import load_model import numpy as np import chineseText img = cv2.imread("img/gather.png") face_classifier = cv2.CascadeClassifier( "d:\Python36\Lib\site-packages\opencv-master\data\haarcascades\haarcascade_frontalface_default.xml" ) gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY) faces = face_classifier.detectMultiScale( gray, scaleFactor=1.2, minNeighbors=3, minSize=(140, 140)) gender_classifier = load_model( "classifier/gender_models/simple_CNN.81-0.96.hdf5") gender_labels = {0: '女', 1: '男'} color = (255, 255, 255) for (x, y, w, h) in faces: face = img[(y - 60):(y + h + 60), (x - 30):(x + w + 30)] face = cv2.resize(face, (48, 48)) face = np.expand_dims(face, 0) face = face / 255.0 gender_label_arg = np.argmax(gender_classifier.predict(face)) gender = gender_labels[gender_label_arg] cv2.rectangle(img, (x, y), (x + h, y + w), color, 2) img = chineseText.cv2ImgAddText(img, gender, x + h, y, color, 30) cv2.imshow("Image", img) cv2.waitKey(0) cv2.destroyAllWindows()
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This code demonstrates Pythoncode:Python programming.
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intermediate
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machine_learning
|
code_explanation
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Pythoncode:Python
| 0
| 0
| 1,074
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#coding=utf-8\n#\u6027\u522b\u8bc6\u522b\n\nimport cv2\nfrom keras.models import load_model\nimport numpy as np\nimport chineseText\n\nimg = cv2.imread(\"img/gather.png\")\nface_classifier = cv2.CascadeClassifier(\n \"d:\\Python36\\Lib\\site-packages\\opencv-master\\data\\haarcascades\\haarcascade_frontalface_default.xml\"\n)\ngray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\nfaces = face_classifier.detectMultiScale(\n gray, scaleFactor=1.2, minNeighbors=3, minSize=(140, 140))\n\ngender_classifier = load_model(\n \"classifier/gender_models/simple_CNN.81-0.96.hdf5\")\ngender_labels = {0: '\u5973', 1: '\u7537'}\ncolor = (255, 255, 255)\n\nfor (x, y, w, h) in faces:\n face = img[(y - 60):(y + h + 60), (x - 30):(x + w + 30)]\n face = cv2.resize(face, (48, 48))\n face = np.expand_dims(face, 0)\n face = face / 255.0\n gender_label_arg = np.argmax(gender_classifier.predict(face))\n gender = gender_labels[gender_label_arg]\n cv2.rectangle(img, (x, y), (x + h, y + w), color, 2)\n img = chineseText.cv2ImgAddText(img, gender, x + h, y, color, 30)\n\ncv2.imshow(\"Image\", img)\ncv2.waitKey(0)\ncv2.destroyAllWindows()"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
86e1dc1697df65dd8302b1c8457579ff83a8e10d
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: from django.test import TestCase from os import path from rest_framework import status from rest_framework.test import APIClient import random from scheduler.models import Profile from scheduler.factories import ( def fail_msg(ep, resp): return "Endpoint: {}\nResponse Content: {}".format(ep, resp.content) class APITestCase(TestCase): def get_client_for(self, user): """Returns an APIClient object that is logged in as the provided user.""" client = APIClient() client.force_authenticate(user) return client def request(self, method, endpoint, exp_code=None, data=None): """ Performs a request to the specified endpoint and returns the response object. Also checks if the status code of the response is exp_code, if provided. The method parameter should be a get/post/etc from an APIClient object. """ resp = method(path.join(BASE_PATH, endpoint.strip("/")), follow=True, data=data) if exp_code is not None: self.assertEqual(resp.status_code, exp_code, msg=fail_msg(endpoint, resp)) return resp def req_fails_perms(self, method, endpoint, data=None): """ Performs a request to the specified endpoint, and checks that it fails due to the user lacking proper permissions. The method parameter should be a get/post/etc from an APIClient object. Returns the response object afterwards. """ return self.request( method, endpoint, exp_code=status.HTTP_403_FORBIDDEN, data=data ) def req_fails_method(self, method, endpoint, data=None): """ Performs a request to the specified endpoint, and checks that it fails due to the endpoint not supporting the provided method. Returns the response object. """ return self.request( method, endpoint, exp_code=status.HTTP_405_METHOD_NOT_ALLOWED, data=data ) def req_succeeds(self, method, endpoint, data=None): """ Performs a request to the specified endpoint, and checks that it succeeds. The method parameter should be a get/post/etc from an APIClient object. Returns the response object. """ return self.request(method, endpoint, exp_code=status.HTTP_200_OK, data=data) ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # ----- MODEL GENERATION -----
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advanced
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testing
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incomplete_code
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Pythoncode:Python
| 9
| 1
| 2,336
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom django.test import TestCase\nfrom os import path\nfrom rest_framework import status\nfrom rest_framework.test import APIClient\nimport random\n\nfrom scheduler.models import Profile\nfrom scheduler.factories import (\ndef fail_msg(ep, resp):\n return \"Endpoint: {}\\nResponse Content: {}\".format(ep, resp.content)\n\n\nclass APITestCase(TestCase):\n def get_client_for(self, user):\n \"\"\"Returns an APIClient object that is logged in as the provided user.\"\"\"\n client = APIClient()\n client.force_authenticate(user)\n return client\n\n def request(self, method, endpoint, exp_code=None, data=None):\n \"\"\"\n Performs a request to the specified endpoint and returns the response object.\n Also checks if the status code of the response is exp_code, if provided.\n The method parameter should be a get/post/etc from an APIClient object.\n \"\"\"\n resp = method(path.join(BASE_PATH, endpoint.strip(\"/\")), follow=True, data=data)\n if exp_code is not None:\n self.assertEqual(resp.status_code, exp_code, msg=fail_msg(endpoint, resp))\n return resp\n\n def req_fails_perms(self, method, endpoint, data=None):\n \"\"\"\n Performs a request to the specified endpoint, and checks that it fails\n due to the user lacking proper permissions.\n The method parameter should be a get/post/etc from an APIClient object.\n Returns the response object afterwards.\n \"\"\"\n return self.request(\n method, endpoint, exp_code=status.HTTP_403_FORBIDDEN, data=data\n )\n\n def req_fails_method(self, method, endpoint, data=None):\n \"\"\"\n Performs a request to the specified endpoint, and checks that it fails\n due to the endpoint not supporting the provided method.\n Returns the response object.\n \"\"\"\n return self.request(\n method, endpoint, exp_code=status.HTTP_405_METHOD_NOT_ALLOWED, data=data\n )\n\n def req_succeeds(self, method, endpoint, data=None):\n \"\"\"\n Performs a request to the specified endpoint, and checks that it succeeds.\n The method parameter should be a get/post/etc from an APIClient object.\n Returns the response object.\n \"\"\"\n return self.request(method, endpoint, exp_code=status.HTTP_200_OK, data=data)\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\n\n# ----- MODEL GENERATION -----"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86e1dfa0c33f00a823a44b2f6b5cc3f12ae76c76
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import math from fontTools.pens.recordingPen import RecordingPen, replayRecording from fontTools.misc.bezierTools import calcCubicArcLength, splitCubicAtT from coldtype.geometry import Rect, Point def raise_quadratic(start, a, b): c0 = start c1 = (c0[0] + (2/3)*(a[0] - c0[0]), c0[1] + (2/3)*(a[1] - c0[1])) c2 = (b[0] + (2/3)*(a[0] - b[0]), b[1] + (2/3)*(a[1] - b[1])) c3 = (b[0], b[1]) return [c1, c2, c3] __length_cache = {} __split_cache = {} def splitCubicAtT_cached(a, b, c, d, t): global __split_cache abcdt = (a, b, c, d, t) sc = __split_cache.get(abcdt) if sc: return sc else: s = splitCubicAtT(a, b, c, d, t) __split_cache[abcdt] = s return s def calcCubicArcLength_cached(a, b, c, d): #return calcCubicArcLength(a, b, c, d) global __length_cache abcd = (a, b, c, d) lc = __length_cache.get(abcd) if lc: return lc else: l = calcCubicArcLength(a, b, c, d) __length_cache[abcd] = l return l class CurveCutter(): def __init__(se
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 41 - expected ')' • SyntaxError: '(' was never closed at line 41 Fix: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 6
| 1
| 1,073
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport math\nfrom fontTools.pens.recordingPen import RecordingPen, replayRecording\nfrom fontTools.misc.bezierTools import calcCubicArcLength, splitCubicAtT\nfrom coldtype.geometry import Rect, Point\n\n\ndef raise_quadratic(start, a, b):\n c0 = start\n c1 = (c0[0] + (2/3)*(a[0] - c0[0]), c0[1] + (2/3)*(a[1] - c0[1]))\n c2 = (b[0] + (2/3)*(a[0] - b[0]), b[1] + (2/3)*(a[1] - b[1]))\n c3 = (b[0], b[1])\n return [c1, c2, c3]\n\n__length_cache = {}\n__split_cache = {}\n\ndef splitCubicAtT_cached(a, b, c, d, t):\n global __split_cache\n abcdt = (a, b, c, d, t)\n sc = __split_cache.get(abcdt)\n if sc:\n return sc\n else:\n s = splitCubicAtT(a, b, c, d, t)\n __split_cache[abcdt] = s\n return s\n\ndef calcCubicArcLength_cached(a, b, c, d):\n #return calcCubicArcLength(a, b, c, d)\n global __length_cache\n abcd = (a, b, c, d)\n lc = __length_cache.get(abcd)\n if lc:\n return lc\n else:\n l = calcCubicArcLength(a, b, c, d)\n __length_cache[abcd] = l\n return l\n\nclass CurveCutter():\n def __init__(se"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 41 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 41\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86e1fd3bf7ee00e117356675760b13ae01e5890a
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: def train(n_episodes=2000, eps_start=1.0, eps_end=0.05, eps_decay=0.99): """Deep Q-Learning. Params ====== n_episodes (int): maximum number of training episodes eps_start (float): starting value of epsilon, for epsilon-greedy action selection eps_end (float): minimum value of epsilon eps_decay (float): multiplicative factor (per episode) for decreasing epsilon """ scores = [] # list containing scores from each episode scores_window = deque(maxlen=100) # last 100 scores eps = eps_start # initialize epsilon for i_episode in range(1, n_episodes+1): # reset environment env_info = env.reset(train_mode=True)[brain_name] # get initial state state = env_info.vector_observations[0] # set initial score score = 0 while True: action = agent.act(state, eps) env_info = env.step(action)[brain_name] next_state, reward, done = env_info.vector_observations[0], env_info.rewards[0], env_info.local_done[0] agent.step(state, action, reward, next_state, done)
|
state = next_state score += reward if done: break scores_window.append(score) # save most recent score scores.append(score) # save most recent score eps = max(eps_end, eps_decay*eps) # decrease epsilon print('\rEpisode {}\tAverage Score: {:.2f}'.format(i_episode, np.mean(scores_window)), end="") if i_episode % 100 == 0: print('\rEpisode {}\tAverage Score: {:.2f}'.format(i_episode, np.mean(scores_window))) if np.mean(scores_window)>=14: print('\nEnvironment solved in {:d} episodes!\tAverage Score: {:.2f}'.format(i_episode-100, np.mean(scores_window))) torch.save(agent.qnetwork_local.state_dict(), 'checkpoint.pth') break return scores train()
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 2,023
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\ndef train(n_episodes=2000, eps_start=1.0, eps_end=0.05, eps_decay=0.99):\n \"\"\"Deep Q-Learning.\n \n Params\n ======\n n_episodes (int): maximum number of training episodes\n eps_start (float): starting value of epsilon, for epsilon-greedy action selection\n eps_end (float): minimum value of epsilon\n eps_decay (float): multiplicative factor (per episode) for decreasing epsilon\n \"\"\"\n scores = [] # list containing scores from each episode\n scores_window = deque(maxlen=100) # last 100 scores\n eps = eps_start # initialize epsilon\n for i_episode in range(1, n_episodes+1):\n # reset environment\n env_info = env.reset(train_mode=True)[brain_name]\n # get initial state\n state = env_info.vector_observations[0]\n # set initial score\n score = 0\n \n while True:\n action = agent.act(state, eps)\n env_info = env.step(action)[brain_name]\n \n next_state, reward, done = env_info.vector_observations[0], env_info.rewards[0], env_info.local_done[0]\n agent.step(state, action, reward, next_state, done)"}, {"role": "assistant", "content": "\n \n state = next_state\n score += reward\n if done:\n break \n scores_window.append(score) # save most recent score\n scores.append(score) # save most recent score\n eps = max(eps_end, eps_decay*eps) # decrease epsilon\n print('\\rEpisode {}\\tAverage Score: {:.2f}'.format(i_episode, np.mean(scores_window)), end=\"\")\n if i_episode % 100 == 0:\n print('\\rEpisode {}\\tAverage Score: {:.2f}'.format(i_episode, np.mean(scores_window)))\n if np.mean(scores_window)>=14:\n print('\\nEnvironment solved in {:d} episodes!\\tAverage Score: {:.2f}'.format(i_episode-100, np.mean(scores_window)))\n torch.save(agent.qnetwork_local.state_dict(), 'checkpoint.pth')\n break\n return scores\n\ntrain()"}]
| false
| null | null | null |
86e21cfc54ba4f492a89adb3a5ddc21c8d452d78
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Warsaw University of Technology from layers.eca_block import ECABasicBlock from models.minkgl import MinkHead, MinkTrunk, MinkGL from models.minkloc import MinkLoc from third_party.minkloc3d.minkloc import MinkLoc3D from misc.utils import ModelParams def model_factory(model_params: ModelParams): in_channels = 1 if model_params.model == 'MinkLoc': model = MinkLoc(in_channels=in_channels, feature_size=model_params.feature_size, output_dim=model_params.output_dim, planes=model_params.planes, layers=model_params.layers, num_top_down=model_params.num_top_down, conv0_kernel_size=model_params.conv0_kernel_size, block=model_params.block, pooling_method=model_params.pooling) elif model_params.model == 'MinkLoc3D': model = MinkLoc3D() elif 'egonn' in model_params.model: model = create_egonn_model(model_params) else: raise NotImplementedError('Model not implemented: {}'.format(model_params.model)) return model def create_egonn_model(model_params: ModelParams): model_name = model_params.model global_normalize = False local_normalize = True if model_name == 'egonn': # THIS IS OUR BEST MODEL block = ECABasicBlock planes = [32, 64, 64, 128, 128, 128, 128] layers = [1, 1, 1, 1, 1, 1, 1] global_in_levels = [5, 6, 7] global_map_channels = 128 global_descriptor_size = 256
|
local_in_levels = [3, 4] local_map_channels = 64 local_descriptor_size = 128 else: raise NotImplementedError(f'Unknown model: {model_name}') # Planes list number of channels for level 1 and above global_in_channels = [planes[i-1] for i in global_in_levels] head_global = MinkHead(global_in_levels, global_in_channels, global_map_channels) if len(local_in_levels) > 0: local_in_channels = [planes[i-1] for i in local_in_levels] head_local = MinkHead(local_in_levels, local_in_channels, local_map_channels) else: head_local = None min_out_level = len(planes) if len(global_in_levels) > 0: min_out_level = min(min_out_level, min(global_in_levels)) if len(local_in_levels) > 0: min_out_level = min(min_out_level, min(local_in_levels)) trunk = MinkTrunk(in_channels=1, planes=planes, layers=layers, conv0_kernel_size=5, block=block, min_out_level=min_out_level) net = MinkGL(trunk, local_head=head_local, local_descriptor_size=local_descriptor_size, local_normalize=local_normalize, global_head=head_global, global_descriptor_size=global_descriptor_size, global_pool_method='GeM', global_normalize=global_normalize, quantizer=model_params.quantizer) return net
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 2,869
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Warsaw University of Technology\n\nfrom layers.eca_block import ECABasicBlock\nfrom models.minkgl import MinkHead, MinkTrunk, MinkGL\n\n\nfrom models.minkloc import MinkLoc\nfrom third_party.minkloc3d.minkloc import MinkLoc3D\nfrom misc.utils import ModelParams\n\n\ndef model_factory(model_params: ModelParams):\n in_channels = 1\n\n if model_params.model == 'MinkLoc':\n model = MinkLoc(in_channels=in_channels, feature_size=model_params.feature_size,\n output_dim=model_params.output_dim, planes=model_params.planes,\n layers=model_params.layers, num_top_down=model_params.num_top_down,\n conv0_kernel_size=model_params.conv0_kernel_size, block=model_params.block,\n pooling_method=model_params.pooling)\n elif model_params.model == 'MinkLoc3D':\n model = MinkLoc3D()\n elif 'egonn' in model_params.model:\n model = create_egonn_model(model_params)\n else:\n raise NotImplementedError('Model not implemented: {}'.format(model_params.model))\n\n return model\n\n\ndef create_egonn_model(model_params: ModelParams):\n model_name = model_params.model\n\n global_normalize = False\n local_normalize = True\n\n if model_name == 'egonn':\n # THIS IS OUR BEST MODEL\n block = ECABasicBlock\n planes = [32, 64, 64, 128, 128, 128, 128]\n layers = [1, 1, 1, 1, 1, 1, 1]\n\n global_in_levels = [5, 6, 7]\n global_map_channels = 128\n global_descriptor_size = 256"}, {"role": "assistant", "content": "\n local_in_levels = [3, 4]\n local_map_channels = 64\n local_descriptor_size = 128\n\n else:\n raise NotImplementedError(f'Unknown model: {model_name}')\n\n # Planes list number of channels for level 1 and above\n global_in_channels = [planes[i-1] for i in global_in_levels]\n head_global = MinkHead(global_in_levels, global_in_channels, global_map_channels)\n\n if len(local_in_levels) > 0:\n local_in_channels = [planes[i-1] for i in local_in_levels]\n head_local = MinkHead(local_in_levels, local_in_channels, local_map_channels)\n else:\n head_local = None\n\n min_out_level = len(planes)\n if len(global_in_levels) > 0:\n min_out_level = min(min_out_level, min(global_in_levels))\n if len(local_in_levels) > 0:\n min_out_level = min(min_out_level, min(local_in_levels))\n\n trunk = MinkTrunk(in_channels=1, planes=planes, layers=layers, conv0_kernel_size=5, block=block,\n min_out_level=min_out_level)\n\n net = MinkGL(trunk, local_head=head_local, local_descriptor_size=local_descriptor_size,\n local_normalize=local_normalize, global_head=head_global,\n global_descriptor_size=global_descriptor_size, global_pool_method='GeM',\n global_normalize=global_normalize, quantizer=model_params.quantizer)\n\n return net"}]
| false
| null | null | null |
86e5087a507beef54f4930afdd98c56727fc0500
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import sys import ctypes from Phidget22.PhidgetSupport import PhidgetSupport from Phidget22.Async import * from Phidget22.ChannelClass import ChannelClass from Phidget22.ChannelSubclass import ChannelSubclass from Phidget22.DeviceClass import DeviceClass from Phidget22.DeviceID import DeviceID from Phidget22.ErrorEventCode import ErrorEventCode from Phidget22.PhidgetException import PhidgetException class Phidget: def __init__(self): self.handle = ctypes.c_void_p() if sys.platform == 'win32': self._AttachFactory = ctypes.WINFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p) else: self._AttachFactory = ctypes.CFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p) self._Attach = None self._onAttach = None if sys.platform == 'win32': self._DetachFactory = ctypes.WINFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p) else: self._DetachFactory = ctypes.CFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p) self._Detach = None self._onDetach = None if sys.platform == 'win32': self._ErrorFactory = ctypes.WINFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p, ctypes.c_int, ctypes.c_char_p) else: self._ErrorFactory = ctypes.CFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p, ctypes.c_int, ctypes.c_char_p) self._Error = None self._onError = None if sys.platform == 'win32': self._PropertyChangeFactory = ctypes.WINFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p, ctypes.c_char_p) else: self._PropertyChangeFactory = ctypes.CFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p, ctypes.c_char_p) self._PropertyChange = None self._onPropertyChange = None def __eq__(self, other): return hasattr(other, 'handle') and self.handle.value == other.handle.value def __hash__(self): return self.handle.value ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def __str__(self): _value = (ctypes.c_char * 65536)() _valueLen = ctypes.c_int32(65536) if self.getIsChannel(): __func = PhidgetSupport.getDll().channelInfo
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 7
| 1
| 1,758
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport sys\nimport ctypes\nfrom Phidget22.PhidgetSupport import PhidgetSupport\nfrom Phidget22.Async import *\nfrom Phidget22.ChannelClass import ChannelClass\nfrom Phidget22.ChannelSubclass import ChannelSubclass\nfrom Phidget22.DeviceClass import DeviceClass\nfrom Phidget22.DeviceID import DeviceID\nfrom Phidget22.ErrorEventCode import ErrorEventCode\nfrom Phidget22.PhidgetException import PhidgetException\n\nclass Phidget:\n\n\tdef __init__(self):\n\t\tself.handle = ctypes.c_void_p()\n\n\t\tif sys.platform == 'win32':\n\t\t\tself._AttachFactory = ctypes.WINFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p)\n\t\telse:\n\t\t\tself._AttachFactory = ctypes.CFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p)\n\t\tself._Attach = None\n\t\tself._onAttach = None\n\n\t\tif sys.platform == 'win32':\n\t\t\tself._DetachFactory = ctypes.WINFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p)\n\t\telse:\n\t\t\tself._DetachFactory = ctypes.CFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p)\n\t\tself._Detach = None\n\t\tself._onDetach = None\n\n\t\tif sys.platform == 'win32':\n\t\t\tself._ErrorFactory = ctypes.WINFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p, ctypes.c_int, ctypes.c_char_p)\n\t\telse:\n\t\t\tself._ErrorFactory = ctypes.CFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p, ctypes.c_int, ctypes.c_char_p)\n\t\tself._Error = None\n\t\tself._onError = None\n\n\t\tif sys.platform == 'win32':\n\t\t\tself._PropertyChangeFactory = ctypes.WINFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p, ctypes.c_char_p)\n\t\telse:\n\t\t\tself._PropertyChangeFactory = ctypes.CFUNCTYPE(None, ctypes.c_void_p, ctypes.c_void_p, ctypes.c_char_p)\n\t\tself._PropertyChange = None\n\t\tself._onPropertyChange = None\n\n\n\tdef __eq__(self, other):\n\t\treturn hasattr(other, 'handle') and self.handle.value == other.handle.value\n\n\tdef __hash__(self):\n\t\treturn self.handle.value\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\tdef __str__(self):\n\t\t_value = (ctypes.c_char * 65536)()\n\t\t_valueLen = ctypes.c_int32(65536)\n\t\tif self.getIsChannel():\n\t\t\t__func = PhidgetSupport.getDll().channelInfo"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86e596ecc94466fc1c8a56bb395c9ae7c14904e6
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: def create_auction(self): expected_http_status = '201 Created' request_data = {"data": self.auction} entrypoint = '/auctions' response = self.app.post_json(entrypoint, request_data) self.assertEqual(response.status, expected_http_status) def create_auction_check_minNumberOfQualifiedBids(self): expected_minNumberOfQualifiedBids = 2 request_data = {"data": self.auction} entrypoint = '/auctions' response = self.app.post_json(entrypoint, request_data) self.assertEqual(response.json['data']['minNumberOfQualifiedBids'], expected_minNumberOfQualifiedBids) def create_auction_check_auctionParameters(self): expected_auctionParameters = {'type': 'texas'} request_data = {"data": self.auction} entrypoint = '/auctions' response = self.app.post_json(entrypoint, request_data) self.assertEqual(response.json['data']['auctionParameters'], expected_auctionParameters) def create_auction_invalid_auctionPeriod(self): expected_http_status = '422 Unprocessable Entity' auction = self.auction auction.pop('auctionPeriod') request_data = {"data": self.auction} entrypoint = '/auctions' response = self.app.post_json(entrypoint, request_data, status=422) self.assertEqual(response.status, expected_http_status) entrypoint = '/auctions' auction['auctionPeriod'] = {'startDate': None} response = self.app.post_json(entrypoint, request_data, status=422) self.assertEqual(response.status, expected_http_status) def create_auction_dump(self): request_data = {"data": self.auction} entrypoint = '/auctions' response = self.app.post_json(entrypoint, request_data) filename = 'docs/source/tutorial/create_auction.http' self.dump(response.request, response, filename)
|
Code analysis results: 🔴 Errors found: Block at line 46 has no indented body ⚠️ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 12 💡 Suggestions: Add docstring to function 'create_auction' Add docstring to function 'create_auction_check_minNumberOfQualifiedBids' Add docstring to function 'create_auction_check_auctionParameters'
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 5
| 0
| 1,826
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\ndef create_auction(self):\n expected_http_status = '201 Created'\n request_data = {\"data\": self.auction}\n\n entrypoint = '/auctions'\n response = self.app.post_json(entrypoint, request_data)\n self.assertEqual(response.status, expected_http_status)\n\n\ndef create_auction_check_minNumberOfQualifiedBids(self):\n expected_minNumberOfQualifiedBids = 2\n request_data = {\"data\": self.auction}\n\n entrypoint = '/auctions'\n response = self.app.post_json(entrypoint, request_data)\n self.assertEqual(response.json['data']['minNumberOfQualifiedBids'],\n expected_minNumberOfQualifiedBids)\n\n\ndef create_auction_check_auctionParameters(self):\n expected_auctionParameters = {'type': 'texas'}\n request_data = {\"data\": self.auction}\n\n entrypoint = '/auctions'\n response = self.app.post_json(entrypoint, request_data)\n self.assertEqual(response.json['data']['auctionParameters'],\n expected_auctionParameters)\n\n\ndef create_auction_invalid_auctionPeriod(self):\n expected_http_status = '422 Unprocessable Entity'\n auction = self.auction\n auction.pop('auctionPeriod')\n request_data = {\"data\": self.auction}\n\n entrypoint = '/auctions'\n response = self.app.post_json(entrypoint, request_data, status=422)\n self.assertEqual(response.status, expected_http_status)\n\n entrypoint = '/auctions'\n auction['auctionPeriod'] = {'startDate': None}\n response = self.app.post_json(entrypoint, request_data, status=422)\n self.assertEqual(response.status, expected_http_status)\n\n\ndef create_auction_dump(self):\n\n request_data = {\"data\": self.auction}\n entrypoint = '/auctions'\n response = self.app.post_json(entrypoint, request_data)\n filename = 'docs/source/tutorial/create_auction.http'\n\n self.dump(response.request, response, filename)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 46 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 3\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 12\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'create_auction'\n Add docstring to function 'create_auction_check_minNumberOfQualifiedBids'\n Add docstring to function 'create_auction_check_auctionParameters'"}]
| false
| null | null | null |
86e5ef7ddc4f844bf23ef6fa4d846ed9f0547af6
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # coding=utf-8 from __future__ import absolute_import, division, print_function, unicode_literals from contextlib import contextmanager import celery import pytest from celery.signals import setup_logging import scout_apm.celery from scout_apm.api import Config # http://docs.celeryproject.org/en/latest/userguide/testing.html#py-test def do_nothing(**kwargs: # Just by connecting to this signal, we prevent Celery from setting up # logging - and stop it from interfering with global state # http://docs.celeryproject.org/en/v4.3.0/userguide/signals.html#setup-logging pass @contextmanager def app_with_scout(app=None, config=None): """ Context manager that configures a Celery app with Scout installed. """ if app is None: app = celery.Celery("tasks", broker="memory://") # Enable Scout by default in tests. if config is None: config = {"monitor": True} # Disable running the agent. config["core_agent_launch"] = False @app.task def hello(): return "Hello World!" # Setup according to https://docs.scoutapm.com/#celery Config.set(**config) scout_apm.celery.install() try: yield app finally: scout_apm.celery.uninstall() # Reset Scout configuration. Config.reset_all() def test_hello_eager(tracked_requests): with app_with_scout() as app: result = app.tasks["tests.integration.test_celery.hello"].apply() assert result.result == "Hello World!" assert len(tracked_requests) == 1 tracked_request = tracked_requests[0] assert "task_id" in tracked_request.tags assert tracked_request.tags["is_eager"] is True assert tracked_request.tags["exchange"] == "unknown" assert tracked_request.tags["routing_key"] == "unknown" assert tracked_request.tags["queue"] == "unknown" assert tracked_request.active_spans == [] assert len(tracked_request.complete_spans) == 1 span = tracked_request.complete_spans[0] assert span.operation == "Job/tests.integration.test_celery.hello" @skip_unless_celery_4_plus ... [4 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 23 • Unclosed '(' at line 14 - expected ')' Fix: Add missing ')' bracket at line 14
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 4
| 0
| 2,144
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding=utf-8\nfrom __future__ import absolute_import, division, print_function, unicode_literals\n\nfrom contextlib import contextmanager\n\nimport celery\nimport pytest\nfrom celery.signals import setup_logging\n\nimport scout_apm.celery\nfrom scout_apm.api import Config\n\n# http://docs.celeryproject.org/en/latest/userguide/testing.html#py-test\ndef do_nothing(**kwargs:\n # Just by connecting to this signal, we prevent Celery from setting up\n # logging - and stop it from interfering with global state\n # http://docs.celeryproject.org/en/v4.3.0/userguide/signals.html#setup-logging\n pass\n\n\n@contextmanager\ndef app_with_scout(app=None, config=None):\n \"\"\"\n Context manager that configures a Celery app with Scout installed.\n \"\"\"\n if app is None:\n app = celery.Celery(\"tasks\", broker=\"memory://\")\n\n # Enable Scout by default in tests.\n if config is None:\n config = {\"monitor\": True}\n\n # Disable running the agent.\n config[\"core_agent_launch\"] = False\n\n @app.task\n def hello():\n return \"Hello World!\"\n\n # Setup according to https://docs.scoutapm.com/#celery\n Config.set(**config)\n scout_apm.celery.install()\n\n try:\n yield app\n finally:\n scout_apm.celery.uninstall()\n # Reset Scout configuration.\n Config.reset_all()\n\n\ndef test_hello_eager(tracked_requests):\n with app_with_scout() as app:\n result = app.tasks[\"tests.integration.test_celery.hello\"].apply()\n\n assert result.result == \"Hello World!\"\n assert len(tracked_requests) == 1\n tracked_request = tracked_requests[0]\n assert \"task_id\" in tracked_request.tags\n assert tracked_request.tags[\"is_eager\"] is True\n assert tracked_request.tags[\"exchange\"] == \"unknown\"\n assert tracked_request.tags[\"routing_key\"] == \"unknown\"\n assert tracked_request.tags[\"queue\"] == \"unknown\"\n assert tracked_request.active_spans == []\n assert len(tracked_request.complete_spans) == 1\n span = tracked_request.complete_spans[0]\n assert span.operation == \"Job/tests.integration.test_celery.hello\"\n\n\n@skip_unless_celery_4_plus\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 23\n \u2022 Unclosed '(' at line 14 - expected ')'\n\n Fix: Add missing ')' bracket at line 14"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
86e649d303431093f68ab23ef3215809292e639b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # encoding: utf-8 import datetime from south.db import db from south.v2 import SchemaMigration from django.db import models
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 124
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# encoding: utf-8\nimport datetime\nfrom south.db import db\nfrom south.v2 import SchemaMigration\nfrom django.db import models"}, {"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
|
86e65c540055ab2f761c3c998b140c5377b7f0c6
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # coding=utf-8 # *** WARNING: this file was generated by the Pulumi SDK Generator. *** # *** Do not edit by hand unless you're certain you know what you are doing! *** import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from ... import _utilities from . import outputs class GetSubscriptionResult: """ Description of subscription resource. """ ... [27 more functiondefs truncated ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 3 • Unclosed '[' at line 17 - expected ']' Fix: Add missing ']' bracket at line 17
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 474
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding=utf-8\n# *** WARNING: this file was generated by the Pulumi SDK Generator. ***\n# *** Do not edit by hand unless you're certain you know what you are doing! ***\n\nimport warnings\nimport pulumi\nimport pulumi.runtime\nfrom typing import Any, Mapping, Optional, Sequence, Union, overload\nfrom ... import _utilities\nfrom . import outputs\n\nclass GetSubscriptionResult:\n \"\"\"\n Description of subscription resource.\n \"\"\"\n\n ... [27 more functiondefs truncated ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 3\n \u2022 Unclosed '[' at line 17 - expected ']'\n\n Fix: Add missing ']' bracket at line 17"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
86e6c529a13c62833d2d9d91e683f2c9cc85c2b8
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #=========================================================================== # # Crystalfontz Raspberry-Pi Python example library for FTDI / BridgeTek # EVE graphic accelerators. # #--------------------------------------------------------------------------- # # This file is part of the port/adaptation of existing C based EVE libraries # to Python for Crystalfontz EVE based displays. # # 2021-10-20 Mark Williams / Crystalfontz America Inc. # https:#www.crystalfontz.com/products/eve-accelerated-tft-displays.php #--------------------------------------------------------------------------- # # This is free and unencumbered software released into the public domain. # Anyone is free to copy, modify, publish, use, compile, sell, or # distribute this software, either in source code form or as a compiled # binary, for any purpose, commercial or non-commercial, and by any # means. # In jurisdictions that recognize copyright laws, the author or authors # of this software dedicate any and all copyright interest in the # software to the public domain. We make this dedication for the benefit # of the public at large and to the detriment of our heirs and # successors. We intend this dedication to be an overt act of Error: SyntaxError / EOF
|
Fixed Code: #=========================================================================== # # Crystalfontz Raspberry-Pi Python example library for FTDI / BridgeTek # EVE graphic accelerators. # #--------------------------------------------------------------------------- # # This file is part of the port/adaptation of existing C based EVE libraries # to Python for Crystalfontz EVE based displays. # # 2021-10-20 Mark Williams / Crystalfontz America Inc. # https:#www.crystalfontz.com/products/eve-accelerated-tft-displays.php #--------------------------------------------------------------------------- # # This is free and unencumbered software released into the public domain. # Anyone is free to copy, modify, publish, use, compile, sell, or # distribute this software, either in source code form or as a compiled # binary, for any purpose, commercial or non-commercial, and by any # means. # In jurisdictions that recognize copyright laws, the author or authors Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 1,242
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#===========================================================================\r\n#\r\n# Crystalfontz Raspberry-Pi Python example library for FTDI / BridgeTek\r\n# EVE graphic accelerators.\r\n#\r\n#---------------------------------------------------------------------------\r\n#\r\n# This file is part of the port/adaptation of existing C based EVE libraries\r\n# to Python for Crystalfontz EVE based displays.\r\n#\r\n# 2021-10-20 Mark Williams / Crystalfontz America Inc.\r\n# https:#www.crystalfontz.com/products/eve-accelerated-tft-displays.php\r\n#---------------------------------------------------------------------------\r\n#\r\n# This is free and unencumbered software released into the public domain.\r\n# Anyone is free to copy, modify, publish, use, compile, sell, or\r\n# distribute this software, either in source code form or as a compiled\r\n# binary, for any purpose, commercial or non-commercial, and by any\r\n# means.\r\n# In jurisdictions that recognize copyright laws, the author or authors\r\n# of this software dedicate any and all copyright interest in the\r\n# software to the public domain. We make this dedication for the benefit\r\n# of the public at large and to the detriment of our heirs and\r\n# successors. We intend this dedication to be an overt act of\r\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#===========================================================================\r\n#\r\n# Crystalfontz Raspberry-Pi Python example library for FTDI / BridgeTek\r\n# EVE graphic accelerators.\r\n#\r\n#---------------------------------------------------------------------------\r\n#\r\n# This file is part of the port/adaptation of existing C based EVE libraries\r\n# to Python for Crystalfontz EVE based displays.\r\n#\r\n# 2021-10-20 Mark Williams / Crystalfontz America Inc.\r\n# https:#www.crystalfontz.com/products/eve-accelerated-tft-displays.php\r\n#---------------------------------------------------------------------------\r\n#\r\n# This is free and unencumbered software released into the public domain.\r\n# Anyone is free to copy, modify, publish, use, compile, sell, or\r\n# distribute this software, either in source code form or as a compiled\r\n# binary, for any purpose, commercial or non-commercial, and by any\r\n# means.\r\n# In jurisdictions that recognize copyright laws, the author or authors\r\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86e708b4a5fa05856a6c8d0dde3c26f2006621e1
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import itertools import signal from copy import deepcopy from typing import Union, Callable import numpy as np import quapy as qp from quapy.data.base import LabelledCollection from quapy.evaluation import artificial_prevalence_prediction, natural_prevalence_prediction, gen_prevalence_prediction
|
from quapy.method.aggregative import BaseQuantifier import inspect from util import _check_sample_size ... [13 more classdefs truncated] ...
|
intermediate
|
oop
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 450
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport itertools\nimport signal\nfrom copy import deepcopy\nfrom typing import Union, Callable\n\nimport numpy as np\n\nimport quapy as qp\nfrom quapy.data.base import LabelledCollection\nfrom quapy.evaluation import artificial_prevalence_prediction, natural_prevalence_prediction, gen_prevalence_prediction"}, {"role": "assistant", "content": "\nfrom quapy.method.aggregative import BaseQuantifier\nimport inspect\n\nfrom util import _check_sample_size\n\n\n\n ... [13 more classdefs truncated] ..."}]
| false
| null | null | null |
86e79f3939b52fb2b048dd2d47804d7ba195c64a
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: # -*- coding: utf-8 -*- import os from flask_migrate import Migrate from app import create_app, db from app.models import User, Role, PoseToLocation result = app + 1 # BUG: using before init app = create_app(os.getenv('FLASK_CONFIG') or 'default') migrate = Migrate(app, db) # migrate 的新建 我们需要扫描到这些文件我们才能创建 @app.shell_context_processor def make_shell_context(): return dict(db=db, User=User, Role=Role, PoseToLocation=PoseToLocation) # 单元测试 @app.cli.command() def test(): """ run the unit tests """ import unittest tests = unittest.TestLoader().discover('tests') unittest.TextTestRunner(verbosity=2).run(tests)
|
Logical Error Analysis: Error Type: UNINITIALIZED_VAR Issue: Using variable "app" before initialization Severity: CRITICAL Location: Line 10 Explanation: Variable used before assignment - will raise NameError Fix: Initialize variable before using it
|
intermediate
|
testing
|
logical_errors
|
Pythoncode:Python
| 2
| 0
| 640
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nimport os\nfrom flask_migrate import Migrate\nfrom app import create_app, db\nfrom app.models import User, Role, PoseToLocation\n\n\n\nresult = app + 1 # BUG: using before init\napp = create_app(os.getenv('FLASK_CONFIG') or 'default')\nmigrate = Migrate(app, db)\n\n\n# migrate \u7684\u65b0\u5efa \u6211\u4eec\u9700\u8981\u626b\u63cf\u5230\u8fd9\u4e9b\u6587\u4ef6\u6211\u4eec\u624d\u80fd\u521b\u5efa\n@app.shell_context_processor\ndef make_shell_context():\n return dict(db=db, User=User, Role=Role, PoseToLocation=PoseToLocation)\n\n\n# \u5355\u5143\u6d4b\u8bd5\n@app.cli.command()\ndef test():\n \"\"\" run the unit tests \"\"\"\n import unittest\n tests = unittest.TestLoader().discover('tests')\n unittest.TextTestRunner(verbosity=2).run(tests)"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: UNINITIALIZED_VAR\n Issue: Using variable \"app\" before initialization\n Severity: CRITICAL\n\n Location: Line 10\n\n Explanation: Variable used before assignment - will raise NameError\n Fix: Initialize variable before using it"}]
| true
|
logical
|
UNINITIALIZED_VAR
|
CRITICAL
|
86e7d2f1d51490654abf153935c59b83db56caad
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: INPUT_FILE = "../../input/09.txt" Point = tuple[int, int] Heightmap = dict[Point, int] Basin = set[Point] def parse_input() -> Heightmap: """ Parses the input and returns a Heightmap """ with open(INPUT_FILE) as f: heights = [[int(x) for x in line.strip()] for line in f] heightmap: Heightmap = dict() for (y, row) in enumerate(heights): for (x, height) in enumerate(row): heightmap[(x, y)] = height return heightmap def get_surrounding_points(heightmap: Heightmap, point: Point) -> set[Point]: """ Returns a set of surrounding points within the heightmap """ x, y = point return { (x - 1, y), (x, y - 1), (x, y + 1), (x + 1, y), } & heightmap.keys() def get_surrounding_heights(heightmap: Heightmap, point: Point) -> set[int]: """ Returns the heights of points surrounding the given point """ surrounding_points = get_surrounding_points(heightmap, point) return {heightmap[point] for point in surrounding_points} def get_low_points(heightmap: Heightmap) -> set[Point]: """ Finds the low points on the heightmap """ low_points: set[Point] = set() for point in heightmap: surrounding_heights = get_surrounding_heights(heightmap, point) if all(heightmap[point] < height for height in surrounding_heights): low_points.add(point) return low_points def solve_part1(heightmap: Heightmap, low_points: set[Point]) -> int: """ Calculates the sum of the risk levels of all low points """ return sum(1 + heightmap[point] for point in low_points) def get_basins(heightmap: Heightmap, low_points: set[Point]) -> list[Basin]: """ Finds all basins on the heightmap """ basins: list[Basin] = [] for low_point in low_points: basin: Basin = set() points_to_consider = {low_point} while points_to_consider: point = points_to_consider.pop() if heightmap[point] == 9: continue surrounding_points = get_surrounding_points(heightmap, point) points_to_consider.update(surrounding_points - basin) basin.add(point) basins.append(basin) return basins def solve_part2(heightmap: Heightmap, low_points: set[Point]) -> int: """ Calculates the product of the sizes of the three largest basins """ basins = get_basins(heightmap, low_points) basin_sizes = sorted((len(basin) for basin in basins), reverse=True) return basin_sizes[0] * basin_sizes[1] * basin_sizes[2] if __name__ == "__main__": heightmap = parse_input() low_points = get_low_points(heightmap) part1 = solve_part1(heightmap, low_points) part2 = solve_part2(heightmap, low_points) print(part1) print(part2)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 7
| 0
| 2,841
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nINPUT_FILE = \"../../input/09.txt\"\n\nPoint = tuple[int, int]\nHeightmap = dict[Point, int]\nBasin = set[Point]\n\n\ndef parse_input() -> Heightmap:\n \"\"\"\n Parses the input and returns a Heightmap\n \"\"\"\n with open(INPUT_FILE) as f:\n heights = [[int(x) for x in line.strip()] for line in f]\n\n heightmap: Heightmap = dict()\n for (y, row) in enumerate(heights):\n for (x, height) in enumerate(row):\n heightmap[(x, y)] = height\n\n return heightmap\n\n\ndef get_surrounding_points(heightmap: Heightmap, point: Point) -> set[Point]:\n \"\"\"\n Returns a set of surrounding points within the heightmap\n \"\"\"\n x, y = point\n return {\n (x - 1, y),\n (x, y - 1),\n (x, y + 1),\n (x + 1, y),\n } & heightmap.keys()\n\n\ndef get_surrounding_heights(heightmap: Heightmap, point: Point) -> set[int]:\n \"\"\"\n Returns the heights of points surrounding the given point\n \"\"\"\n surrounding_points = get_surrounding_points(heightmap, point)\n return {heightmap[point] for point in surrounding_points}\n\n\ndef get_low_points(heightmap: Heightmap) -> set[Point]:\n \"\"\"\n Finds the low points on the heightmap\n \"\"\"\n low_points: set[Point] = set()\n for point in heightmap:\n surrounding_heights = get_surrounding_heights(heightmap, point)\n if all(heightmap[point] < height for height in surrounding_heights):\n low_points.add(point)\n return low_points\n\n\ndef solve_part1(heightmap: Heightmap, low_points: set[Point]) -> int:\n \"\"\"\n Calculates the sum of the risk levels of all low points\n \"\"\"\n return sum(1 + heightmap[point] for point in low_points)\n\n\ndef get_basins(heightmap: Heightmap, low_points: set[Point]) -> list[Basin]:\n \"\"\"\n Finds all basins on the heightmap\n \"\"\"\n basins: list[Basin] = []\n for low_point in low_points:\n basin: Basin = set()\n points_to_consider = {low_point}\n while points_to_consider:\n point = points_to_consider.pop()\n\n if heightmap[point] == 9:\n continue\n\n surrounding_points = get_surrounding_points(heightmap, point)\n points_to_consider.update(surrounding_points - basin)\n basin.add(point)\n\n basins.append(basin)\n return basins\n\n\ndef solve_part2(heightmap: Heightmap, low_points: set[Point]) -> int:\n \"\"\"\n Calculates the product of the sizes of the three largest basins\n \"\"\"\n basins = get_basins(heightmap, low_points)\n basin_sizes = sorted((len(basin) for basin in basins), reverse=True)\n return basin_sizes[0] * basin_sizes[1] * basin_sizes[2]\n\n\nif __name__ == \"__main__\":\n heightmap = parse_input()\n low_points = get_low_points(heightmap)\n part1 = solve_part1(heightmap, low_points)\n part2 = solve_part2(heightmap, low_points)\n\n print(part1)\n print(part2)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
86e7e28fd96ba38477835a4f1f9a0169efabb855
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #!/usr/bin/env python3 import signal import logging import sys from gi.repository import GObject GObject.threads_init() import time from lib.args import Args from lib.loghandler import LogHandler import lib.connection as Connection def testCallback(args): log = logging.getLogger("Test") log.info(str(args)) class Voctoconfig(object): def __init__(self): self.log = logging.getLogger("Voctoconfig") self.log.debug("Creating GObject Mainloop") self.mainloop = GObject.MainLoop() def run(self): self.log.info("Running MainLoop") try: self.mainloop.run() except KeyboardInterrupt: self.log.info("Terminated via KeyboardInterrupt") def quit(self): self.log.info("Quitting MainLoop") self.mainloop.quit() def main(): docolor = (Args.color = 'always') or (Args.color == 'auto' and sys.stderr.isatty()) loghandler = LogHandler(docolor, Args.timestamp) logging.root.addHandler(loghandler) if Args.verbose >= 2: level = logging.DEBUG elif Args.verbose == 1: level = logging.INFO else: level = logging.WARNING logging.root.setLevel(level) logging.debug('setting SIGINT handler') signal.signal(signal.SIGINT, signal.SIG_DFL) Connection.establish(Args.host) Connection.enterNonblockingMode() Connection.on("message", testCallback) mainloop = GObject.MainLoop() mainloop.run() while True: logging.debug("mimimi...") Connection.send("message", "test2") time.sleep(10) if __name__ == '__main__': main()
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Assignment instead of comparison Severity: CRITICAL Location: Line 42 Buggy code: docolor = (Args.color = 'always') or (Args.color == 'auto' and Should be: docolor = (Args.color == 'always') or (Args.color == 'auto' and Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
testing
|
logical_errors
|
Pythoncode:Python
| 5
| 1
| 1,666
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport signal\nimport logging\nimport sys\n\n\n\nfrom gi.repository import GObject\n\nGObject.threads_init()\nimport time\n\nfrom lib.args import Args\nfrom lib.loghandler import LogHandler\nimport lib.connection as Connection\n\ndef testCallback(args):\n log = logging.getLogger(\"Test\")\n log.info(str(args))\n\n\nclass Voctoconfig(object):\n\n def __init__(self):\n self.log = logging.getLogger(\"Voctoconfig\")\n self.log.debug(\"Creating GObject Mainloop\")\n self.mainloop = GObject.MainLoop()\n\n def run(self):\n self.log.info(\"Running MainLoop\")\n try:\n self.mainloop.run()\n except KeyboardInterrupt:\n self.log.info(\"Terminated via KeyboardInterrupt\")\n\n def quit(self):\n self.log.info(\"Quitting MainLoop\")\n self.mainloop.quit()\n\ndef main():\n docolor = (Args.color = 'always') or (Args.color == 'auto' and\n sys.stderr.isatty())\n loghandler = LogHandler(docolor, Args.timestamp)\n logging.root.addHandler(loghandler)\n if Args.verbose >= 2:\n level = logging.DEBUG\n elif Args.verbose == 1:\n level = logging.INFO\n else:\n level = logging.WARNING\n\n logging.root.setLevel(level)\n logging.debug('setting SIGINT handler')\n signal.signal(signal.SIGINT, signal.SIG_DFL)\n Connection.establish(Args.host)\n Connection.enterNonblockingMode()\n Connection.on(\"message\", testCallback)\n mainloop = GObject.MainLoop()\n mainloop.run()\n while True:\n logging.debug(\"mimimi...\")\n Connection.send(\"message\", \"test2\")\n time.sleep(10)\n\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Assignment instead of comparison\n Severity: CRITICAL\n\n Location: Line 42\n\n Buggy code:\n docolor = (Args.color = 'always') or (Args.color == 'auto' and\n\n Should be:\n docolor = (Args.color == 'always') or (Args.color == 'auto' and\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
86e856cc4992e6f53fef41d1cfe0de4271ac6642
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import warnings from typing import Any, Callable, Optional, Tuple from tensorboard.backend.event_processing import event_accumulator from torch.utils.tensorboard import SummaryWriter from tianshou.utils.logger.base import LOG_DATA_TYPE, BaseLogger class TensorboardLogger(BaseLogger): """A logger that relies on tensorboard SummaryWriter by default to visualize \ and log statistics. :param SummaryWriter writer: the writer to log data. :param int train_interval: the log interval in log_train_data(). Default to 1000. :param int test_interval: the log interval in log_test_data(). Default to 1. :param int update_interval: the log interval in log_update_data(). Default to 1000. :param int save_interval: the save interval in save_data(). Default to 1 (save at the end of each epoch). """ def __init__( self, writer: SummaryWriter, train_interval: int = 1000, test_interval: int = 1, update_interval: int = 1000, save_interval: int = 1, ) -> None: super().__init__(train_interval, test_interval, update_interval) self.save_interval = save_interval self.last_save_step = -1 self.writer = writer def write(self, step_type: str, step: int, data: LOG_DATA_TYPE) -> None: for k, v in data.items(): self.writer.add_scalar(k, v, global_step=step) def save_data( self, epoch: int, env_step: int, gradient_step: int, save_checkpoint_fn: Optional[Callable[[int, int, int], None]] = None, ) -> None: if save_checkpoint_fn and epoch - self.last_save_step >= self.save_interval: self.last_save_step = epoch save_checkpoint_fn(epoch, env_step, gradient_step) self.write("save/epoch", epoch, {"save/epoch": epoch}) self.write("save/env_step", env_step, {"save/env_step": env_step}) self.write( "save/gradient_step", gradient_step, {"save/gradient_step": gradient_step} ) def restore_data(self) -> Tuple[int, int, int]: ea = event_accumulator.EventAccumulator(self.writer.log_dir) ea.Reload() try: # epoch / gradient_step epoch = ea.scalars.Items("save/epoch")[-1].step self.last_save_step = self.last_log_test_step = epoch gradient_step = ea.scalars.Items("save/gradient_step")[-1].step self.last_log_update_step = gradient_step except KeyError: epoch, gradient_step = 0, 0 try: # offline trainer doesn't have env_step env_step = ea.scalars.Items("save/env_step")[-1].step self.last_log_train_step = env_step except KeyError: env_step = 0 return epoch, env_step, gradient_step ... [2 more classdefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 11 Invalid syntax at line 77: ... [2 more classdefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 💡 Suggestions: Complete the expression on the last line Add closing quote at line 11 Review syntax near the error location
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 4
| 1
| 2,890
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport warnings\nfrom typing import Any, Callable, Optional, Tuple\n\nfrom tensorboard.backend.event_processing import event_accumulator\nfrom torch.utils.tensorboard import SummaryWriter\n\nfrom tianshou.utils.logger.base import LOG_DATA_TYPE, BaseLogger\n\n\nclass TensorboardLogger(BaseLogger):\n \"\"\"A logger that relies on tensorboard SummaryWriter by default to visualize \\\n and log statistics.\n\n :param SummaryWriter writer: the writer to log data.\n :param int train_interval: the log interval in log_train_data(). Default to 1000.\n :param int test_interval: the log interval in log_test_data(). Default to 1.\n :param int update_interval: the log interval in log_update_data(). Default to 1000.\n :param int save_interval: the save interval in save_data(). Default to 1 (save at\n the end of each epoch).\n \"\"\"\n\n def __init__(\n self,\n writer: SummaryWriter,\n train_interval: int = 1000,\n test_interval: int = 1,\n update_interval: int = 1000,\n save_interval: int = 1,\n ) -> None:\n super().__init__(train_interval, test_interval, update_interval)\n self.save_interval = save_interval\n self.last_save_step = -1\n self.writer = writer\n\n def write(self, step_type: str, step: int, data: LOG_DATA_TYPE) -> None:\n for k, v in data.items():\n self.writer.add_scalar(k, v, global_step=step)\n\n def save_data(\n self,\n epoch: int,\n env_step: int,\n gradient_step: int,\n save_checkpoint_fn: Optional[Callable[[int, int, int], None]] = None,\n ) -> None:\n if save_checkpoint_fn and epoch - self.last_save_step >= self.save_interval:\n self.last_save_step = epoch\n save_checkpoint_fn(epoch, env_step, gradient_step)\n self.write(\"save/epoch\", epoch, {\"save/epoch\": epoch})\n self.write(\"save/env_step\", env_step, {\"save/env_step\": env_step})\n self.write(\n \"save/gradient_step\", gradient_step,\n {\"save/gradient_step\": gradient_step}\n )\n\n def restore_data(self) -> Tuple[int, int, int]:\n ea = event_accumulator.EventAccumulator(self.writer.log_dir)\n ea.Reload()\n\n try: # epoch / gradient_step\n epoch = ea.scalars.Items(\"save/epoch\")[-1].step\n self.last_save_step = self.last_log_test_step = epoch\n gradient_step = ea.scalars.Items(\"save/gradient_step\")[-1].step\n self.last_log_update_step = gradient_step\n except KeyError:\n epoch, gradient_step = 0, 0\n try: # offline trainer doesn't have env_step\n env_step = ea.scalars.Items(\"save/env_step\")[-1].step\n self.last_log_train_step = env_step\n except KeyError:\n env_step = 0\n\n return epoch, env_step, gradient_step\n\n\n\n ... [2 more classdefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 11\n Invalid syntax at line 77: ... [2 more classdefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 11\n Review syntax near the error location"}]
| false
| null | null | null |
86e873cdab8920252696e3d917e54b578dd9f428
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Jetfuel Game Engine- A SDL-based 2D game-engine # Copyright (C) 2018 InfernoStudios # # 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 ctypes import c_uint from ctypes import c_int from ctypes import c_void_p from ctypes import c_bool from ctypes import c_wchar_p from jetfuel.draw.rectangleinterface import rectangle_interface from jetfuel.draw.image import image class menu(rectangle_interface): def __init__(self, jetfuelsoloader, maxheight=None, columngap=None, buttongap=None): self._jetfuel = jetfuelsoloader.jetfuelso; if(maxheight is not None and columngap is not None and buttongap is not None): self._jetfuel.Menu_new_from_heights_and_gaps.argtypes = [c_uint, c_uint, c_uint]; self._jetfuel.Menu_new_from_heights_and_gaps.restype = c_void_p; self.drawableref = self._jetfuel.Menu_new_from_heights_and_gaps( maxheight, columngap, buttongap); else: self._jetfuel.Menu_new.restype = c_void_p; self.drawableref = self._jetfuel.Menu_new(); print("Constructed empty drawableref!"); def get_max_height(self): self._jetfuel.Menu_get_max_height.argtypes = [c_void_p]; self._jetfuel.Menu_get_max_height.restype = c_uint; return self._jetfuel.Menu_get_max_height(self.drawableref); def set_max_height(self, maxheight): self._jetfuel.Menu_set_max_height.argtypes = [c_void_p, c_uint]; self._jetfuel.Menu_set_max_height(self.drawableref, maxheight); def get_column_gap(self): self._jetfuel.Menu_get_column_gap.argtypes = [c_void_p]; self._jetfuel.Menu_get_column_gap.restype = c_uint; return self._jetfuel.Menu_get_column_gap(self.drawableref); def set_column_gap(self, columngap): self._jetfuel.Menu_set_column_gap.argtypes = [c_void_p, c_uint]; self._jetfuel.Menu_set_column_height(self.drawableref, columngap); ... [12 more functiondefs truncated] ...
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Functions: __init__, get_max_height, set_max_height, get_column_gap, set_column_gap Classes: menu This code demonstrates Pythoncode:Python programming.
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advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 5
| 1
| 2,959
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Jetfuel Game Engine- A SDL-based 2D game-engine\n# Copyright (C) 2018 InfernoStudios\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 ctypes import c_uint\nfrom ctypes import c_int \nfrom ctypes import c_void_p\nfrom ctypes import c_bool\nfrom ctypes import c_wchar_p\n\nfrom jetfuel.draw.rectangleinterface import rectangle_interface\nfrom jetfuel.draw.image import image\n\nclass menu(rectangle_interface):\n def __init__(self, jetfuelsoloader, maxheight=None, columngap=None, \n buttongap=None):\n self._jetfuel = jetfuelsoloader.jetfuelso;\n \n if(maxheight is not None and columngap is not None and \n buttongap is not None):\n self._jetfuel.Menu_new_from_heights_and_gaps.argtypes = [c_uint,\n c_uint,\n c_uint];\n self._jetfuel.Menu_new_from_heights_and_gaps.restype = c_void_p;\n \n self.drawableref = self._jetfuel.Menu_new_from_heights_and_gaps(\n maxheight,\n columngap,\n buttongap);\n else:\n self._jetfuel.Menu_new.restype = c_void_p;\n \n self.drawableref = self._jetfuel.Menu_new();\n print(\"Constructed empty drawableref!\");\n \n def get_max_height(self):\n self._jetfuel.Menu_get_max_height.argtypes = [c_void_p];\n self._jetfuel.Menu_get_max_height.restype = c_uint;\n \n return self._jetfuel.Menu_get_max_height(self.drawableref);\n \n def set_max_height(self, maxheight):\n self._jetfuel.Menu_set_max_height.argtypes = [c_void_p, c_uint];\n \n self._jetfuel.Menu_set_max_height(self.drawableref, maxheight);\n \n def get_column_gap(self):\n self._jetfuel.Menu_get_column_gap.argtypes = [c_void_p];\n self._jetfuel.Menu_get_column_gap.restype = c_uint;\n \n return self._jetfuel.Menu_get_column_gap(self.drawableref);\n \n def set_column_gap(self, columngap):\n self._jetfuel.Menu_set_column_gap.argtypes = [c_void_p, c_uint];\n \n self._jetfuel.Menu_set_column_height(self.drawableref, columngap);\n \n\n ... [12 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, get_max_height, set_max_height, get_column_gap, set_column_gap\n Classes: menu\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
86e8affd139b8a4dffaf5cdc66c6797adccdf84b
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # coding=utf-8 # Copyright 2021 The Google Research Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # python3 def create_learning_rate_scheduler( base_learning_rate=0.5, factors='constant * linear_warmup * rsqrt_normalized_decay', warmup_steps=16000, decay_factor=0.5, steps_per_decay=50000, steps_per_cycle=100000): """Creates learning rate schedule. Interprets factors in the factors string which can consist of: * constant: interpreted as the constant value, * linear_warmup: interpreted as linear warmup until warmup_steps, * rsqrt_decay: divide by square root of max(step, warmup_steps) * decay_every: Every k steps decay the learning rate by decay_factor. * cosine_decay: Cyclic cosine decay, uses steps_per_cycle parameter. Args: base_learning_rate: float, the starting constant for the lr schedule. factors: a string with factors separated by '*' that defines the schedule. warmup_steps: how many steps to warm up for in the warmup schedule. decay_factor: The amount to decay the learning rate by. steps_per_decay: How often to decay the learning rate. steps_per_cycle: Steps per cycle when using cosine decay. Returns: A function learning_rate(step): float -> {'learning_rate': float}, the step-dependent lr. """ factors = [n.strip() for n in factors.split('*')] def step_fn(step): """Step to learning rate function.""" ret = 1.0 for name in factors: if name == 'constant': ret *= base_learning_rate elif name == 'linear_warmup': ret *= jnp.minimum(1.0, step / warmup_steps) elif name == 'rsqrt_decay': ret /= jnp.sqrt(jnp.maximum(1.0, step - warmup_steps)) elif name == 'rsqrt_normalized_decay': ret *= jnp.sqrt(warmup_steps) ret /= jnp.sqrt(jnp.maximum(step, warmup_steps)) elif name == 'decay_every': ret *= (decay_factor**(step // steps_per_decay)) elif name == 'cosine_decay': progress = jnp.maximum(0.0, (step - warmup_steps) / float(steps_per_cycle)) ret *= jnp.maximum(0.0, 0.5 * (1.0 + jnp.cos(jnp.pi * (progress % 1.0)))) else: raise ValueError('Unknown factor %s.' % name) return jnp.asarray(ret, dtype=jnp.float32) return step_fn ... [21 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 2
| 0
| 2,884
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2021 The Google Research Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n# python3\ndef create_learning_rate_scheduler(\n base_learning_rate=0.5,\n factors='constant * linear_warmup * rsqrt_normalized_decay',\n warmup_steps=16000,\n decay_factor=0.5,\n steps_per_decay=50000,\n steps_per_cycle=100000):\n \"\"\"Creates learning rate schedule.\n\n Interprets factors in the factors string which can consist of:\n * constant: interpreted as the constant value,\n * linear_warmup: interpreted as linear warmup until warmup_steps,\n * rsqrt_decay: divide by square root of max(step, warmup_steps)\n * decay_every: Every k steps decay the learning rate by decay_factor.\n * cosine_decay: Cyclic cosine decay, uses steps_per_cycle parameter.\n\n Args:\n base_learning_rate: float, the starting constant for the lr schedule.\n factors: a string with factors separated by '*' that defines the schedule.\n warmup_steps: how many steps to warm up for in the warmup schedule.\n decay_factor: The amount to decay the learning rate by.\n steps_per_decay: How often to decay the learning rate.\n steps_per_cycle: Steps per cycle when using cosine decay.\n\n Returns:\n A function learning_rate(step): float -> {'learning_rate': float}, the\n step-dependent lr.\n \"\"\"\n factors = [n.strip() for n in factors.split('*')]\n\n def step_fn(step):\n \"\"\"Step to learning rate function.\"\"\"\n ret = 1.0\n for name in factors:\n if name == 'constant':\n ret *= base_learning_rate\n elif name == 'linear_warmup':\n ret *= jnp.minimum(1.0, step / warmup_steps)\n elif name == 'rsqrt_decay':\n ret /= jnp.sqrt(jnp.maximum(1.0, step - warmup_steps))\n elif name == 'rsqrt_normalized_decay':\n ret *= jnp.sqrt(warmup_steps)\n ret /= jnp.sqrt(jnp.maximum(step, warmup_steps))\n elif name == 'decay_every':\n ret *= (decay_factor**(step // steps_per_decay))\n elif name == 'cosine_decay':\n progress = jnp.maximum(0.0,\n (step - warmup_steps) / float(steps_per_cycle))\n ret *= jnp.maximum(0.0,\n 0.5 * (1.0 + jnp.cos(jnp.pi * (progress % 1.0))))\n else:\n raise ValueError('Unknown factor %s.' % name)\n return jnp.asarray(ret, dtype=jnp.float32)\n\n return step_fn\n\n\n\n ... [21 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
86ea235dbd8e630be7e48c8aa27ae5d388c7bc1d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import matplotlib.pyplot as plt import numpy as np import pandas as pd import click import numba def prepare_data(data_pd, parameter): lon_set = set(data_pd["lon"]) lat_set = set(data_pd["lat"]) dep_set = set(data_pd["dep"]) lon_list = sorted(lon_set) lat_list = sorted(lat_set) dep_list = sorted(dep_set) lon_mesh, lat_mesh, dep_mesh = np.meshgrid( lon_list, lat_list, dep_list, indexing="ij") dx, dy, dz = np.shape(lon_mesh) value_mesh = np.zeros_like(lon_mesh) x_mesh = np.zeros_like(lon_mesh) y_mesh = np.zeros_like(lon_mesh) z_mesh = np.zeros_like(lon_mesh) r_mesh = np.zeros_like(lon_mesh) for i in range(dx - 1): for j in range(dy): for k in range(dz): x_mesh[i, j, k], y_mesh[i, j, k], z_mesh[i, j, k], r_mesh[i, j, k] = lld2xyzr( lat_mesh[i, j, k], lon_mesh[i, j, k], dep_mesh[i, j, k]) for index, row in data_pd.iterrows(): i = int(round((row.lon-lon_list[0])/(lon_list[1]-lon_list[0]), 0)) j = int(round((row.lat-lat_list[0])/(lat_list[1]-lat_list[0]), 0)) k = int(round((row.dep-dep_list[0])/(dep_list[1]-dep_list[0]), 0)) value_mesh[i, j, k] = row[parameter] return x_mesh, y_mesh, z_mesh, value_mesh def get_value(data_pd, lat, lon, dep, parameter): return data_pd.loc[(data_pd.lat == lat) & (data_pd.lon == lon) & (data_pd.dep == dep)][parameter].values[0] @numba.njit() def lld2xyzr(lat, lon, dep): R_EARTH_KM = 6371.0 r = (R_EARTH_KM-dep)/R_EARTH_KM theta = 90-lat phi = lon z = r*cosd(theta) h = r*sind(theta) x = h*cosd(phi) y = h*sind(phi) return (x, y, z, r) @numba.njit() def cosd(x): return np.cos(np.deg2rad(x)) @numba.njit() def sind(x): return np.sin(np.deg2rad(x)) # def get_value_func(x_mesh, y_mesh, z_mesh, value_mesh): # value_func = RegularGridInterpolator( # (x_mesh, y_mesh, z_mesh), value_mesh, method="nearest") # return value_func @numba.njit() def interp_value(lat, lon, dep, x_mesh, y_mesh, z_mesh, value_mesh): x, y, z, _ = lld2xyzr(lat, lon, dep) distance2 = (x_mesh-x)**2+(y_mesh-y)**2+(z_mesh-z)**2 mindistance2 = np.min(distance2) coors = np.where(distance2 == mindistance2) value = value_mesh[coors[0][0], coors[1][0], coors[2][0]] return value ... [2 more functiondefs truncated] ...
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Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Detected Errors: • Code truncated in middle of expression - unexpected EOF • Block at line 69 has no indented body • Invalid syntax at line 86: ... [2 more functiondefs truncated] ... Fix: Check loop bounds and array indices carefully
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advanced
|
data_processing
|
error_detection
|
Pythoncode:Python
| 6
| 0
| 2,407
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport matplotlib.pyplot as plt\nimport numpy as np\nimport pandas as pd\nimport click\nimport numba\n\n\ndef prepare_data(data_pd, parameter):\n lon_set = set(data_pd[\"lon\"])\n lat_set = set(data_pd[\"lat\"])\n dep_set = set(data_pd[\"dep\"])\n\n lon_list = sorted(lon_set)\n lat_list = sorted(lat_set)\n dep_list = sorted(dep_set)\n\n lon_mesh, lat_mesh, dep_mesh = np.meshgrid(\n lon_list, lat_list, dep_list, indexing=\"ij\")\n dx, dy, dz = np.shape(lon_mesh)\n value_mesh = np.zeros_like(lon_mesh)\n x_mesh = np.zeros_like(lon_mesh)\n y_mesh = np.zeros_like(lon_mesh)\n z_mesh = np.zeros_like(lon_mesh)\n r_mesh = np.zeros_like(lon_mesh)\n for i in range(dx - 1):\n for j in range(dy):\n for k in range(dz):\n x_mesh[i, j, k], y_mesh[i, j, k], z_mesh[i, j, k], r_mesh[i, j, k] = lld2xyzr(\n lat_mesh[i, j, k], lon_mesh[i, j, k], dep_mesh[i, j, k])\n\n for index, row in data_pd.iterrows():\n i = int(round((row.lon-lon_list[0])/(lon_list[1]-lon_list[0]), 0))\n j = int(round((row.lat-lat_list[0])/(lat_list[1]-lat_list[0]), 0))\n k = int(round((row.dep-dep_list[0])/(dep_list[1]-dep_list[0]), 0))\n value_mesh[i, j, k] = row[parameter]\n\n return x_mesh, y_mesh, z_mesh, value_mesh\n\n\ndef get_value(data_pd, lat, lon, dep, parameter):\n return data_pd.loc[(data_pd.lat == lat) & (data_pd.lon == lon) & (data_pd.dep == dep)][parameter].values[0]\n\n\n@numba.njit()\ndef lld2xyzr(lat, lon, dep):\n R_EARTH_KM = 6371.0\n r = (R_EARTH_KM-dep)/R_EARTH_KM\n theta = 90-lat\n phi = lon\n\n z = r*cosd(theta)\n h = r*sind(theta)\n x = h*cosd(phi)\n y = h*sind(phi)\n\n return (x, y, z, r)\n\n\n@numba.njit()\ndef cosd(x):\n return np.cos(np.deg2rad(x))\n\n\n@numba.njit()\ndef sind(x):\n return np.sin(np.deg2rad(x))\n\n\n# def get_value_func(x_mesh, y_mesh, z_mesh, value_mesh):\n# value_func = RegularGridInterpolator(\n# (x_mesh, y_mesh, z_mesh), value_mesh, method=\"nearest\")\n# return value_func\n\n\n@numba.njit()\ndef interp_value(lat, lon, dep, x_mesh, y_mesh, z_mesh, value_mesh):\n x, y, z, _ = lld2xyzr(lat, lon, dep)\n distance2 = (x_mesh-x)**2+(y_mesh-y)**2+(z_mesh-z)**2\n mindistance2 = np.min(distance2)\n coors = np.where(distance2 == mindistance2)\n value = value_mesh[coors[0][0], coors[1][0], coors[2][0]]\n return value\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Block at line 69 has no indented body\n \u2022 Invalid syntax at line 86: ... [2 more functiondefs truncated] ...\n\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
86ebf47f1f35ac5baec5295be6bb6feebf67dc9a
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from flask import Flask from flask_appconfig import HerokuConfig def create_sample_app(): app = Flask('testapp') HerokuConfig(app) return app ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def test_herokupostgres(monkeypatch): monkeypatch.setenv('HEROKU_POSTGRESQL_ORANGE_URL', 'heroku-db-uri') app = create_sample_app() assert app.config['SQLALCHEMY_DATABASE_URI'] == 'heroku-db-uri'
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 157
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom flask import Flask\nfrom flask_appconfig import HerokuConfig\n\n\ndef create_sample_app():\n app = Flask('testapp')\n HerokuConfig(app)\n return app\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:\ndef test_herokupostgres(monkeypatch):\n monkeypatch.setenv('HEROKU_POSTGRESQL_ORANGE_URL', 'heroku-db-uri')\n\n app = create_sample_app()\n assert app.config['SQLALCHEMY_DATABASE_URI'] == 'heroku-db-uri'"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86ebfc32e5da592e6e4c3fa48a02c7a3cbe0a2ce
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import logging """ Formatter """ formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s', datefmt='%Y-%m-%d:%H:%M:%S') """ Set Flask logger """ logger = logging.getLogger('FLASK_LOG') logger.setLevel(logging.DEBUG) stream_log = logging.StreamHandler() stream_log.setFormatter(formatter) logger.addHandler(stream_log) # if disabled # logger.disabled = True
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 396
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport logging\n\n\"\"\"\n Formatter\n\"\"\"\nformatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s', datefmt='%Y-%m-%d:%H:%M:%S')\n\n\"\"\"\n Set Flask logger\n\"\"\"\n\nlogger = logging.getLogger('FLASK_LOG')\nlogger.setLevel(logging.DEBUG)\nstream_log = logging.StreamHandler()\nstream_log.setFormatter(formatter)\nlogger.addHandler(stream_log)\n# if disabled\n# logger.disabled = True"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
86ec0f9bcbbfb50a7fe60cb1505775e1803a9dd4
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/python3 import sys import socket CURRENT_DIR = os.path.dirname(__file__) NEWSBLUR_DIR = ''.join([CURRENT_DIR, '/../../']) sys.path.insert(0, NEWSBLUR_DIR) os.environ['DJANGO_SETTINGS_MODULE'] = 'newsblur_web.settings' import threading class ProgressPercentage(object): def __init__(self, filename): self._filename = filename self._size = float(os.path.getsize(filename)) self._seen_so_far = 0 self._lock = threading.Lock() def __call__(self, bytes_amount): # To simplify, assume this is hooked up to a single filename with self._lock: self._seen_so_far += bytes_amount percentage = (self._seen_so_far / self._size) * 100 sys.stdout.write( "\r%s %s / %s (%.2f%%)" % ( self._filename, self._seen_so_far, self._size, percentage)) sys.stdout.flush() import time import boto3 BACKUP_DIR = '/srv/newsblur/backup/' s3 = boto3.client('s3', aws_access_key_id=settings.S3_ACCESS_KEY, aws_secret_access_key=settings.S3_SECRET) hostname = socket.gethostname().replace('-','_') s3_object_name = f'backup_{hostname}/backup_{hostname}_{time.strftime("%Y-%m-%d-%H-%M")}.sql' path = os.listdir(BACKUP_DIR)[0] full_path = os.path.join(BACKUP_DIR, path) print('Uploading %s to %s on S3 bucket %s' % (full_path, s3_object_name, settings.S3_BACKUP_BUCKET)) s3.upload_file(full_path, settings.S3_BACKUP_BUCKET, s3_object_name, Callback=ProgressPercentage(full_path)) os.remove(full_path) Error: NameError: name is not defined
|
Fixed Code: #!/usr/bin/python3 import os import sys import socket CURRENT_DIR = os.path.dirname(__file__) NEWSBLUR_DIR = ''.join([CURRENT_DIR, '/../../']) sys.path.insert(0, NEWSBLUR_DIR) os.environ['DJANGO_SETTINGS_MODULE'] = 'newsblur_web.settings' import threading class ProgressPercentage(object): def __init__(self, filename): self._filename = filename self._size = float(os.path.getsize(filename)) self._seen_so_far = 0 self._lock = threading.Lock() def __call__(self, bytes_amount): Explanation: Add missing imports: from django.conf import settings, import os
|
advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 1,549
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/python3\nimport sys\nimport socket\nCURRENT_DIR = os.path.dirname(__file__)\nNEWSBLUR_DIR = ''.join([CURRENT_DIR, '/../../'])\nsys.path.insert(0, NEWSBLUR_DIR)\nos.environ['DJANGO_SETTINGS_MODULE'] = 'newsblur_web.settings'\n\nimport threading\n\nclass ProgressPercentage(object):\n\n def __init__(self, filename):\n self._filename = filename\n self._size = float(os.path.getsize(filename))\n self._seen_so_far = 0\n self._lock = threading.Lock()\n\n def __call__(self, bytes_amount):\n # To simplify, assume this is hooked up to a single filename\n with self._lock:\n self._seen_so_far += bytes_amount\n percentage = (self._seen_so_far / self._size) * 100\n sys.stdout.write(\n \"\\r%s %s / %s (%.2f%%)\" % (\n self._filename, self._seen_so_far, self._size,\n percentage))\n sys.stdout.flush()\n\nimport time\nimport boto3\n\nBACKUP_DIR = '/srv/newsblur/backup/'\n\ns3 = boto3.client('s3', aws_access_key_id=settings.S3_ACCESS_KEY, aws_secret_access_key=settings.S3_SECRET) \n\nhostname = socket.gethostname().replace('-','_')\ns3_object_name = f'backup_{hostname}/backup_{hostname}_{time.strftime(\"%Y-%m-%d-%H-%M\")}.sql'\npath = os.listdir(BACKUP_DIR)[0]\nfull_path = os.path.join(BACKUP_DIR, path)\nprint('Uploading %s to %s on S3 bucket %s' % (full_path, s3_object_name, settings.S3_BACKUP_BUCKET))\ns3.upload_file(full_path, settings.S3_BACKUP_BUCKET, s3_object_name, Callback=ProgressPercentage(full_path))\nos.remove(full_path)\n\n\n Error: NameError: name is not defined"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/python3\nimport os\nimport sys\nimport socket\nCURRENT_DIR = os.path.dirname(__file__)\nNEWSBLUR_DIR = ''.join([CURRENT_DIR, '/../../'])\nsys.path.insert(0, NEWSBLUR_DIR)\nos.environ['DJANGO_SETTINGS_MODULE'] = 'newsblur_web.settings'\n\nimport threading\n\nclass ProgressPercentage(object):\n\n def __init__(self, filename):\n self._filename = filename\n self._size = float(os.path.getsize(filename))\n self._seen_so_far = 0\n self._lock = threading.Lock()\n\n def __call__(self, bytes_amount):\n\n Explanation: Add missing imports: from django.conf import settings, import os"}]
| true
|
syntax
|
MISSING_IMPORTS
|
LOW
|
86ecab271dab8a62fddc0d43582d82c9d0efb150
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/python # # This program and the accompanying materials # are made available under the terms of the Apache License, Version 2.0 # which accompanies this distribution, and is available at # # http://www.apache.org/licenses/LICENSE-2.0 # # pylint: disable=missing-docstring # pylint: disable=duplicate-code import logging import time import onap_tests.components.aai as aai import onap_tests.components.so as so import onap_tests.components.sdnc as sdnc import onap_tests.components.nbi as nbi import onap_tests.utils.stack_checker as sc import onap_tests.utils.utils as onap_utils class Solution(object): """ VNF: Class to automate the instantiation of a VNF It is assumed that the Design phase has been already done The yaml template is available and stored in the template directory TODO: automate the design phase """ __logger = logging.getLogger(__name__) def __init__(self, **kwargs): """Initialize Solution object.""" super(Solution, self).__init__() self.vnf_config = {} self.components = {} if "case" not in kwargs: # by convention is VNF is not precised we set mrf kwargs["case"] = "mrf" self.vnf_config["vnf"] = kwargs["case"] if "nbi" in kwargs: self.vnf_config["nbi"] = kwargs["nbi"] # can be useful to destroy resources, sdnc module name shall be given if "sdnc_vnf_name" in kwargs: self.vnf_config["sdnc_vnf_name"] = kwargs["sdnc_vnf_name"] # Random part = 6 last char of the the vnf name self.vnf_config["random_string"] = kwargs["sdnc_vnf_name"][-6:] else: self.vnf_config["random_string"] = ( onap_utils.random_string_generator()) self.vnf_config["sdnc_vnf_name"] = ( onap_utils.get_config("onap.service.name") + "_" + kwargs["case"] + "_" + self.vnf_config["random_string"]) vnf_list = list(onap_utils.get_template_param( self.vnf_config["vnf"], "topology_template.node_templates")) vf_module_list = list(onap_utils.get_template_param( self.vnf_config["vnf"], "topology_template.groups")) # Class attributes for instance, vnf and module VF self.service_infos = {} self.vnf_infos = {'list': vnf_list} self.module_infos = {'list': vf_module_list} # retrieve infos from the configuration files self.set_service_instance_var() self.set_vnf_var() self.set_module_var() self.set_onap_components() ... [17 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 22 Invalid syntax at line 72: ... [17 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 20 Unexpected indentation at line 23 Unexpected indentation at line 24 💡 Suggestions: Complete the expression on the last line Add closing quote at line 22 Review syntax near the error location
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 1
| 1
| 2,735
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/python\r\n#\r\n# This program and the accompanying materials\r\n# are made available under the terms of the Apache License, Version 2.0\r\n# which accompanies this distribution, and is available at\r\n#\r\n# http://www.apache.org/licenses/LICENSE-2.0\r\n#\r\n# pylint: disable=missing-docstring\r\n# pylint: disable=duplicate-code\r\nimport logging\r\nimport time\r\n\r\nimport onap_tests.components.aai as aai\r\nimport onap_tests.components.so as so\r\nimport onap_tests.components.sdnc as sdnc\r\nimport onap_tests.components.nbi as nbi\r\nimport onap_tests.utils.stack_checker as sc\r\nimport onap_tests.utils.utils as onap_utils\r\n\r\nclass Solution(object):\r\n \"\"\"\r\n VNF: Class to automate the instantiation of a VNF\r\n It is assumed that the Design phase has been already done\r\n The yaml template is available and stored in the template directory\r\n TODO: automate the design phase\r\n \"\"\"\r\n __logger = logging.getLogger(__name__)\r\n\r\n def __init__(self, **kwargs):\r\n \"\"\"Initialize Solution object.\"\"\"\r\n super(Solution, self).__init__()\r\n self.vnf_config = {}\r\n self.components = {}\r\n if \"case\" not in kwargs:\r\n # by convention is VNF is not precised we set mrf\r\n kwargs[\"case\"] = \"mrf\"\r\n self.vnf_config[\"vnf\"] = kwargs[\"case\"]\r\n if \"nbi\" in kwargs:\r\n self.vnf_config[\"nbi\"] = kwargs[\"nbi\"]\r\n\r\n # can be useful to destroy resources, sdnc module name shall be given\r\n if \"sdnc_vnf_name\" in kwargs:\r\n self.vnf_config[\"sdnc_vnf_name\"] = kwargs[\"sdnc_vnf_name\"]\r\n # Random part = 6 last char of the the vnf name\r\n self.vnf_config[\"random_string\"] = kwargs[\"sdnc_vnf_name\"][-6:]\r\n else:\r\n self.vnf_config[\"random_string\"] = (\r\n onap_utils.random_string_generator())\r\n self.vnf_config[\"sdnc_vnf_name\"] = (\r\n onap_utils.get_config(\"onap.service.name\") + \"_\" +\r\n kwargs[\"case\"] + \"_\" + self.vnf_config[\"random_string\"])\r\n\r\n vnf_list = list(onap_utils.get_template_param(\r\n self.vnf_config[\"vnf\"],\r\n \"topology_template.node_templates\"))\r\n vf_module_list = list(onap_utils.get_template_param(\r\n self.vnf_config[\"vnf\"],\r\n \"topology_template.groups\"))\r\n # Class attributes for instance, vnf and module VF\r\n self.service_infos = {}\r\n self.vnf_infos = {'list': vnf_list}\r\n self.module_infos = {'list': vf_module_list}\r\n\r\n # retrieve infos from the configuration files\r\n self.set_service_instance_var()\r\n self.set_vnf_var()\r\n self.set_module_var()\r\n self.set_onap_components()\r\n\r\n\n ... [17 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 22\n Invalid syntax at line 72: ... [17 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 13\n Unexpected indentation at line 20\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 22\n Review syntax near the error location"}]
| false
| null | null | null |
86ecdb5499de55821a90a7d456c0a5f3e2bbff3c
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/python # -*- coding: utf-8 -*- class SimpleExample(BaseWidget): def __init__(self): super(SimpleExample,self).__init__('Simple example') #Definition of the forms fields self._control0 = ControlEventsGraph('Check me') self._control1 = ControlEventsGraph('Check me') self._control2 = ControlEventsGraph('Check me') self._control3 = ControlEventsGraph('Check me') self._txt = ControlText('Time') self._btn = ControlButton('Click') self._btn1 = ControlButton('Click 1') self._save = ControlButton('Save button') self._load = ControlButton('Load button') self.formset = [ ('_btn','_btn1'), ('_control0','_control1'), ('_control2','_control3'), '_txt', ('_save','_load')] self._btn.value = self.__btn self._btn1.value = self.__btn1 self._save.value = self.save_window self._load.value = self.load_window self._start = time.time() self.INTERVAL = 500 self.N_TRACKS = 8 def __btn(self): for i in range(40): s = random.randint( 0, 10000 ) o = random.randint( 0, 1000 ) self._control0.add_event( s, s+o, track=random.randint(0,self.N_TRACKS) ) #self._control0.add_event( random.randint(0, 10000), s+o, track=random.randint(0,self.N_TRACKS), color="#00FFDD") self._control0.value = 5000 def __addEvent0(self): b = self._control0.value e = b+self.INTERVAL self._control0.add_event( b, e, track=random.randint(0,self.N_TRACKS) ) self._control0.value = e self._txt.value = str(time.time() - self._start) def __addEvent1(self): b = self._control1.value e = b+self.INTERVAL self._control1.add_event( b, e, track=random.randint(0,self.N_TRACKS) ) self._control1.value = e def __addEvent2(self): b = self._control2.value e = b+self.INTERVAL self._control2.add_event( b, e, track=random.randint(0,self.N_TRACKS) ) self._control2.value = e def __addEvent3(self): b = self._control3.value e = b+self.INTERVAL self._control3.add_event( b, e, track=random.randint(0,self.N_TRACKS) ) self._control3.value = e ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
database
|
refactoring
|
Pythoncode:Python
| 6
| 1
| 2,088
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/python\n# -*- coding: utf-8 -*-\n\nclass SimpleExample(BaseWidget):\n\n\tdef __init__(self):\n\t\tsuper(SimpleExample,self).__init__('Simple example')\n\n\t\t#Definition of the forms fields\n\t\tself._control0 = ControlEventsGraph('Check me')\n\t\tself._control1 = ControlEventsGraph('Check me')\n\t\tself._control2 = ControlEventsGraph('Check me')\n\t\tself._control3 = ControlEventsGraph('Check me')\n\n\t\tself._txt = ControlText('Time')\n\n\t\tself._btn = ControlButton('Click')\n\t\tself._btn1 = ControlButton('Click 1')\n\t\tself._save = ControlButton('Save button')\n\t\tself._load = ControlButton('Load button')\n\t\t\n\t\tself.formset = [\n\t\t\t('_btn','_btn1'),\n\t\t\t('_control0','_control1'),\n\t\t\t('_control2','_control3'),\n\t\t\t'_txt',\n\t\t\t('_save','_load')]\n\t\t\t\n\t\tself._btn.value = self.__btn\n\t\tself._btn1.value = self.__btn1\n\t\tself._save.value = self.save_window\n\t\tself._load.value = self.load_window\n\n\t\tself._start = time.time()\n\n\t\tself.INTERVAL = 500\n\t\tself.N_TRACKS = 8\n\n\t\t\n\t\t\n\n\tdef __btn(self):\t\n\n\t\tfor i in range(40):\n\t\t\ts = random.randint( 0, 10000 )\n\t\t\to = random.randint( 0, 1000 )\n\t\t\tself._control0.add_event( s, s+o, track=random.randint(0,self.N_TRACKS) )\n\t\t\t#self._control0.add_event( random.randint(0, 10000), s+o, track=random.randint(0,self.N_TRACKS), color=\"#00FFDD\")\n\n\t\tself._control0.value = 5000\n\n\tdef __addEvent0(self):\n\t\tb = self._control0.value\n\t\te = b+self.INTERVAL\n\t\tself._control0.add_event( b, e, track=random.randint(0,self.N_TRACKS) )\n\t\tself._control0.value = e\n\n\t\tself._txt.value = str(time.time() - self._start)\n\n\tdef __addEvent1(self):\n\t\tb = self._control1.value\n\t\te = b+self.INTERVAL\n\t\tself._control1.add_event( b, e, track=random.randint(0,self.N_TRACKS) )\n\t\tself._control1.value = e\n\n\tdef __addEvent2(self):\n\t\tb = self._control2.value\n\t\te = b+self.INTERVAL\n\t\tself._control2.add_event( b, e, track=random.randint(0,self.N_TRACKS) )\n\t\tself._control2.value = e\n\n\tdef __addEvent3(self):\n\t\tb = self._control3.value\n\t\te = b+self.INTERVAL\n\t\tself._control3.add_event( b, e, track=random.randint(0,self.N_TRACKS) )\n\t\tself._control3.value = e\n\n\t\t\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
86ecf5f6a01c26c5389153d1137d146050eff0e3
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from typing import Tuple import numpy as np import rasterio.warp from opensfm import features from .orthophoto_manager import OrthoPhotoManager from .view import View class OrthoPhotoView(View): def __init__( self, main_ui, path: str, init_lat: float, init_lon: float, is_geo_reference: bool = False, ): """[summary] Args: main_ui (GUI.Gui) path (str): path containing geotiffs """ self.image_manager = OrthoPhotoManager(path, 100.0) self.images_in_list = self.image_manager.image_keys self.zoom_window_size_px = 500 self.is_geo_reference = is_geo_reference self.size = 50 # TODO add widget for zoom level super(OrthoPhotoView, self).__init__(main_ui, False) self.refocus(init_lat, init_lon) self.populate_image_list() if self.images_in_list: self.bring_new_image(self.images_in_list[0]) self.set_title() def get_image(self, new_image): crop, image_window, geot = self.image_manager.read_image_around_latlon( new_image, self.center_lat, self.center_lon, self.size ) self.image_window = image_window self.geot = geot return crop def get_candidate_images(self): return self.image_manager.get_candidate_images( self.center_lat, self.center_lon, self.size ) def pixel_to_latlon(self, x: float, y: float): """ From pixels (in the viewing window) to latlon """ if not self.is_geo_reference: return None # Pixel to whatever crs the image is in # pyre-fixme[16]: `OrthoPhotoView` has no attribute `geot`. x, y = self.geot.xy(y, x) # And then to WSG84 (lat/lon) lons, lats = rasterio.warp.transform(self.geot.crs, "EPSG:4326", [x], [y]) return lats[0], lons[0] def gcp_to_pixel_coordinates(self, x: float, y: float) -> Tuple[float, float]: """ Transforms from normalized coordinates (in the whole geotiff) to pixels (in the viewing window) """ h, w = self.image_manager.get_image_size(self.current_image) px = features.denormalized_image_coordinates(np.array([[x, y]]), w, h)[0] # pyre-fixme[16]: `OrthoPhotoView` has no attribute `image_window`. x = px[0] - self.image_window.col_off y = px[1] - self.image_window.row_off # pyre-fixme[7]: Expected `Tuple[float, float]` but got `List[typing.Any]`. return [x, y] ... [4 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 20 • IndentationError at line 36 Fixes: • Complete the expression on the last line • Add closing quote at line 20 • Fix indentation to match Python syntax rules
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advanced
|
database
|
syntax_repair
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Pythoncode:Python
| 5
| 1
| 2,621
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom typing import Tuple\n\nimport numpy as np\nimport rasterio.warp\nfrom opensfm import features\n\nfrom .orthophoto_manager import OrthoPhotoManager\nfrom .view import View\n\n\nclass OrthoPhotoView(View):\n def __init__(\n self,\n main_ui,\n path: str,\n init_lat: float,\n init_lon: float,\n is_geo_reference: bool = False,\n ):\n \"\"\"[summary]\n\n Args:\n main_ui (GUI.Gui)\n path (str): path containing geotiffs\n \"\"\"\n self.image_manager = OrthoPhotoManager(path, 100.0)\n self.images_in_list = self.image_manager.image_keys\n self.zoom_window_size_px = 500\n self.is_geo_reference = is_geo_reference\n\n self.size = 50 # TODO add widget for zoom level\n\n super(OrthoPhotoView, self).__init__(main_ui, False)\n self.refocus(init_lat, init_lon)\nself.populate_image_list()\n if self.images_in_list:\n self.bring_new_image(self.images_in_list[0])\n self.set_title()\n\n def get_image(self, new_image):\n crop, image_window, geot = self.image_manager.read_image_around_latlon(\n new_image, self.center_lat, self.center_lon, self.size\n )\n self.image_window = image_window\n self.geot = geot\n return crop\n\n def get_candidate_images(self):\n return self.image_manager.get_candidate_images(\n self.center_lat, self.center_lon, self.size\n )\n\n def pixel_to_latlon(self, x: float, y: float):\n \"\"\"\n From pixels (in the viewing window) to latlon\n \"\"\"\n if not self.is_geo_reference:\n return None\n\n # Pixel to whatever crs the image is in\n # pyre-fixme[16]: `OrthoPhotoView` has no attribute `geot`.\n x, y = self.geot.xy(y, x)\n# And then to WSG84 (lat/lon)\n lons, lats = rasterio.warp.transform(self.geot.crs, \"EPSG:4326\", [x], [y])\n return lats[0], lons[0]\n\n def gcp_to_pixel_coordinates(self, x: float, y: float) -> Tuple[float, float]:\n \"\"\"\n Transforms from normalized coordinates (in the whole geotiff) to\n pixels (in the viewing window)\n \"\"\"\n h, w = self.image_manager.get_image_size(self.current_image)\n px = features.denormalized_image_coordinates(np.array([[x, y]]), w, h)[0]\n # pyre-fixme[16]: `OrthoPhotoView` has no attribute `image_window`.\n x = px[0] - self.image_window.col_off\n y = px[1] - self.image_window.row_off\n # pyre-fixme[7]: Expected `Tuple[float, float]` but got `List[typing.Any]`.\n return [x, y]\n\n\n ... [4 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 20\n \u2022 IndentationError at line 36\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 20\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
86ecf632226839fdabd506f9f83e9358864f79de
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright 2015 NEC Corporation. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. from tempest.lib.services.compute import security_group_default_rules_client from tempest.tests.lib import fake_auth_provider from tempest.tests.lib.services import base class TestSecurityGroupDefaultRulesClient(base.BaseServiceTest): FAKE_RULE = { "from_port": 80, "id": 1, "ip_protocol": "TCP", "ip_range": { "cidr": "10.10.10.0/24" }, "to_port": 80 } def setUp(self): super(TestSecurityGroupDefaultRulesClient, self).setUp() fake_auth = fake_auth_provider.FakeAuthProvider() self.client = (security_group_default_rules_client. SecurityGroupDefaultRulesClient(fake_auth, 'compute', 'regionOne')) def _test_list_security_group_default_rules(self, bytes_body=False): self.check_service_client_function( self.client.list_security_group_default_rules, 'tempest.lib.common.rest_client.RestClient.get', {"security_group_default_rules": [self.FAKE_RULE]}, to_utf=bytes_body) def test_list_security_group_default_rules_with_str_body(self): self._test_list_security_group_default_rules() def test_list_security_group_default_rules_with_bytes_body(self): self._test_list_security_group_default_rules(bytes_body=True) def _test_show_security_group_default_rule(self, bytes_body=False): self.check_service_client_function( self.client.show_security_group_default_rule, 'tempest.lib.common.rest_client.RestClient.get', {"security_group_default_rule": self.FAKE_RULE}, to_utf=bytes_body, security_group_default_rule_id=1) def test_show_security_group_default_rule_with_str_body(self): self._test_show_security_group_default_rule() def test_show_security_group_default_rule_with_bytes_body(self): self._test_show_security_group_default_rule(bytes_body=True) ... [4 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 66: ... [4 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
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testing
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code_review
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Pythoncode:Python
| 7
| 1
| 2,687
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2015 NEC Corporation. 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\nfrom tempest.lib.services.compute import security_group_default_rules_client\nfrom tempest.tests.lib import fake_auth_provider\nfrom tempest.tests.lib.services import base\n\n\nclass TestSecurityGroupDefaultRulesClient(base.BaseServiceTest):\n FAKE_RULE = {\n \"from_port\": 80,\n \"id\": 1,\n \"ip_protocol\": \"TCP\",\n \"ip_range\": {\n \"cidr\": \"10.10.10.0/24\"\n },\n \"to_port\": 80\n }\n\n def setUp(self):\n super(TestSecurityGroupDefaultRulesClient, self).setUp()\n fake_auth = fake_auth_provider.FakeAuthProvider()\n self.client = (security_group_default_rules_client.\n SecurityGroupDefaultRulesClient(fake_auth, 'compute',\n 'regionOne'))\n\n def _test_list_security_group_default_rules(self, bytes_body=False):\n self.check_service_client_function(\n self.client.list_security_group_default_rules,\n 'tempest.lib.common.rest_client.RestClient.get',\n {\"security_group_default_rules\": [self.FAKE_RULE]},\n to_utf=bytes_body)\n\n def test_list_security_group_default_rules_with_str_body(self):\n self._test_list_security_group_default_rules()\n\n def test_list_security_group_default_rules_with_bytes_body(self):\n self._test_list_security_group_default_rules(bytes_body=True)\n\n def _test_show_security_group_default_rule(self, bytes_body=False):\n self.check_service_client_function(\n self.client.show_security_group_default_rule,\n 'tempest.lib.common.rest_client.RestClient.get',\n {\"security_group_default_rule\": self.FAKE_RULE},\n to_utf=bytes_body,\n security_group_default_rule_id=1)\n\n def test_show_security_group_default_rule_with_str_body(self):\n self._test_show_security_group_default_rule()\n\n def test_show_security_group_default_rule_with_bytes_body(self):\n self._test_show_security_group_default_rule(bytes_body=True)\n\n\n ... [4 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 66: ... [4 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
86eee025668f1ba4e581d9197ce7264211e57bc7
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # uncompyle6 version 3.2.0 # Python bytecode 2.4 (62061) # Decompiled from: Python 2.7.14 (v2.7.14:84471935ed, Sep 16 2017, 20:19:30) [MSC v.1500 32 bit (Intel)] # Embedded file name: pirates.leveleditor.worldData.interior_spanish_npc_b from pandac.PandaModules import Point3, VBase3, Vec4, Vec3
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This code demonstrates Pythoncode:Python programming.
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intermediate
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data_processing
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 295
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# uncompyle6 version 3.2.0\n# Python bytecode 2.4 (62061)\n# Decompiled from: Python 2.7.14 (v2.7.14:84471935ed, Sep 16 2017, 20:19:30) [MSC v.1500 32 bit (Intel)]\n# Embedded file name: pirates.leveleditor.worldData.interior_spanish_npc_b\nfrom pandac.PandaModules import Point3, VBase3, Vec4, Vec3"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
86ef419ce9a394c69c1d9d5b8bea2b3d98c02484
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # PassGen # These imports will be used for this project. from colorama import Fore, Style from colorama import init import datetime import string import random import sys import os # Initilaze File organizer. os.system('title PassGen') init(autoreset = True) # Create Log Functions. class LOG: def INFO_LOG(message): CurrentTime = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S') print(f"{CurrentTime} - INFO: {message}") def STATUS_LOG(message): CurrentTime = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S') print(f"{CurrentTime} - STATUS: {message}") def ERROR_LOG(message): CurrentTime = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S') print(Fore.RED + Style.BRIGHT + f"{CurrentTime} - ERROR: {message}") def WARN_LOG(message): CurrentTime = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S') print(Fore.YELLOW + Style.BRIGHT + f"{CurrentTime} - WARNING: {message}") # Complete this line def Generate(PassLen): JoinChars = [] # Create an Empty List. # Split the List of these String Operations, and Join them to JoinChars List. JoinChars.extend(list(string.ascii_letters)) JoinChars.extend(list(string.digits)) JoinChars.extend(list(string.punctuation)) random.shuffle(JoinChars) # Shuffle the List. # Get the random passoword. return "".join(JoinChars[0:PassLen]) # Code Logic here. LOG.WARN_LOG("Initialized PassGen!") LOG.STATUS_LOG("Generating a Random Password for You.") Password = Generate(random.randint(5, 17)) LOG.INFO_LOG(f"Your Password is: {Password}") with open("Password.log", "a") as File: File.write(f"{Password}\n") if (len(sys.argv) == 1) or (len(sys.argv) > 1 and sys.argv[1].lower() != "-o"): os.system("start Password.log") sys.exit() # Exiting the program successfully.
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The missing line is: # This will Generate a Strong Password for the User!
|
advanced
|
oop
|
fill_in_the_blank
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Pythoncode:Python
| 5
| 1
| 1,844
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# PassGen\r\n# These imports will be used for this project.\r\nfrom colorama import Fore, Style\r\nfrom colorama import init\r\nimport datetime\r\nimport string\r\nimport random\r\nimport sys\r\nimport os\r\n\r\n# Initilaze File organizer.\r\nos.system('title PassGen')\r\ninit(autoreset = True)\r\n\r\n# Create Log Functions.\r\nclass LOG:\r\n\tdef INFO_LOG(message):\r\n\t\tCurrentTime = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')\r\n\t\tprint(f\"{CurrentTime} - INFO: {message}\")\r\n\r\n\tdef STATUS_LOG(message):\r\n\t\tCurrentTime = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')\r\n\t\tprint(f\"{CurrentTime} - STATUS: {message}\")\r\n\r\n\tdef ERROR_LOG(message):\r\n\t\tCurrentTime = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')\r\n\t\tprint(Fore.RED + Style.BRIGHT + f\"{CurrentTime} - ERROR: {message}\")\r\n\r\n\tdef WARN_LOG(message):\r\n\t\tCurrentTime = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')\r\n\t\tprint(Fore.YELLOW + Style.BRIGHT + f\"{CurrentTime} - WARNING: {message}\")\r\n\r\n # Complete this line\ndef Generate(PassLen):\r\n\tJoinChars = [] # Create an Empty List.\r\n\r\n\t# Split the List of these String Operations, and Join them to JoinChars List.\r\n\tJoinChars.extend(list(string.ascii_letters))\r\n\tJoinChars.extend(list(string.digits))\r\n\tJoinChars.extend(list(string.punctuation))\r\n\trandom.shuffle(JoinChars) # Shuffle the List.\r\n\r\n\t# Get the random passoword.\r\n\treturn \"\".join(JoinChars[0:PassLen])\r\n\r\n# Code Logic here.\r\nLOG.WARN_LOG(\"Initialized PassGen!\")\r\nLOG.STATUS_LOG(\"Generating a Random Password for You.\")\r\n\r\nPassword = Generate(random.randint(5, 17))\r\nLOG.INFO_LOG(f\"Your Password is: {Password}\")\r\nwith open(\"Password.log\", \"a\") as File: File.write(f\"{Password}\\n\")\r\nif (len(sys.argv) == 1) or (len(sys.argv) > 1 and sys.argv[1].lower() != \"-o\"):\r\n\tos.system(\"start Password.log\")\r\n\r\nsys.exit() # Exiting the program successfully."}, {"role": "assistant", "content": "The missing line is:\n# This will Generate a Strong Password for the User!"}]
| false
| null | null | null |
86ef4e909fe2cea39d77e8fe80f71f1e8cdcd676
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: class Memo(db.Model): """This class is the single interface to a "memo" and all of the "memos" """ id = db.Column(db.Integer, primary_key=True) number = db.Column(db.Integer) # Memo Number version = db.Column(db.String) # A,B,..Z,AA,AB,...AZ,BA confidential = db.Column(db.Boolean, default=False) # if true only author, signer, distribution can read distribution = db.Column(db.String(128), default='') # user names on the distribution keywords = db.Column(db.String(128), default='') # any keyword title = db.Column(db.String(128), nullable=False, default='') # The title of the memo num_files = db.Column(db.Integer, default=0) # The number of files attached to the memo action_date = db.Column(db.DateTime, nullable=False, default=datetime.utcnow) # The last time anything happened create_date = db.Column(db.DateTime) # when the memo was created submit_date = db.Column(db.DateTime) # when the memo was most recently submitted (from created) active_date = db.Column(db.DateTime) # when the memo was moved to active state (from submitted) obsolete_date = db.Column(db.DateTime) # when the memo was moved to obsolete state (from active) user_id = db.Column(db.String(120), db.ForeignKey('user.username'),nullable=False) # The key of the user who owns the memo _signers = db.Column(db.String(128),default='') # the hidden list of signer usernames _references = db.Column(db.String(128),default='') # The hidden list of references memo_state = db.Column(db.Enum(MemoState)) # Draft, Signoff, Active, Obsolete def __init__(self, **kwargs): super().__init__(**kwargs) # do custom initialization here def __repr__(self): return f"{self.user.username}-{self.number}{self.version}" def __str__(self): return f"{self.user.username}-{self.number}{self.version}" ######################################## # Permission Functions ######################################## @staticmethod def can_create(owner=None, delegate=None): """Will return true if the delegate can create a memo for the owner""" if owner is None: return False if delegate is None: delegate = owner return owner.is_delegate(delegate=delegate) ... [36 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
machine_learning
|
refactoring
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Pythoncode:Python
| 4
| 1
| 2,625
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nclass Memo(db.Model):\n \"\"\"This class is the single interface to a \"memo\" and all of the \"memos\"\n \"\"\"\n id = db.Column(db.Integer, primary_key=True)\n number = db.Column(db.Integer) # Memo Number\n version = db.Column(db.String) # A,B,..Z,AA,AB,...AZ,BA\n confidential = db.Column(db.Boolean, default=False) # if true only author, signer, distribution can read\n distribution = db.Column(db.String(128), default='') # user names on the distribution\n keywords = db.Column(db.String(128), default='') # any keyword\n title = db.Column(db.String(128), nullable=False, default='') # The title of the memo\n num_files = db.Column(db.Integer, default=0) # The number of files attached to the memo\n\n action_date = db.Column(db.DateTime, nullable=False, default=datetime.utcnow) # The last time anything happened\n create_date = db.Column(db.DateTime) # when the memo was created\n submit_date = db.Column(db.DateTime) # when the memo was most recently submitted (from created)\n active_date = db.Column(db.DateTime) # when the memo was moved to active state (from submitted)\n obsolete_date = db.Column(db.DateTime) # when the memo was moved to obsolete state (from active)\n \n user_id = db.Column(db.String(120), db.ForeignKey('user.username'),nullable=False) # The key of the user who owns the memo\n _signers = db.Column(db.String(128),default='') # the hidden list of signer usernames\n _references = db.Column(db.String(128),default='') # The hidden list of references\n memo_state = db.Column(db.Enum(MemoState)) # Draft, Signoff, Active, Obsolete\n\n def __init__(self, **kwargs):\n super().__init__(**kwargs)\n # do custom initialization here\n\n def __repr__(self):\n return f\"{self.user.username}-{self.number}{self.version}\"\n\n def __str__(self):\n return f\"{self.user.username}-{self.number}{self.version}\"\n\n########################################\n# Permission Functions\n########################################\n\n @staticmethod\n def can_create(owner=None, delegate=None):\n \"\"\"Will return true if the delegate can create a memo for the owner\"\"\"\n\n if owner is None:\n return False\n\n if delegate is None:\n delegate = owner\n \n return owner.is_delegate(delegate=delegate)\n\n\n ... [36 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
86ef847c1cba2674adc29aa5bed41c18d23f595a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """Common ETL test fixtures""" import json import pytest @pytest.fixture(autouse=True) def mitx_settings(settings): """Test settings for MITx import""" settings.EDX_API_CLIENT_ID = "fake-client-id" settings.EDX_API_CLIENT_SECRET = "fake-client-secret" settings.EDX_API_ACCESS_TOKEN_URL = "http://localhost/fake/access/token/url" settings.EDX_API_URL = "http://localhost/fake/api/url" settings.MITX_BASE_URL = "http://localhost/fake/base/url" settings.MITX_ALT_URL = "http://localhost/fake/alt/url" return settings @pytest.fixture(autouse=True) def oll_settings(settings): """Test settings for MITx import""" settings.OLL_API_CLIENT_ID = "fake-client-id" settings.OLL_API_CLIENT_SECRET = "fake-client-secret" settings.OLL_API_ACCESS_TOKEN_URL = "http://localhost/fake/access/token/url" settings.OLL_API_URL = "http://localhost/fake/api/url" settings.OLL_BASE_URL = "http://localhost/fake/base/url" settings.OLL_ALT_URL = "http://localhost/fake/alt/url" return settings
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Hardcoded credentials at line 11 - use environment variables • Hardcoded credentials at line 23 - use environment variables Fix: Complete the truncated code structure
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intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 4
| 0
| 1,036
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"Common ETL test fixtures\"\"\"\nimport json\n\nimport pytest\n\n\n@pytest.fixture(autouse=True)\ndef mitx_settings(settings):\n \"\"\"Test settings for MITx import\"\"\"\n settings.EDX_API_CLIENT_ID = \"fake-client-id\"\n settings.EDX_API_CLIENT_SECRET = \"fake-client-secret\"\n settings.EDX_API_ACCESS_TOKEN_URL = \"http://localhost/fake/access/token/url\"\n settings.EDX_API_URL = \"http://localhost/fake/api/url\"\n settings.MITX_BASE_URL = \"http://localhost/fake/base/url\"\n settings.MITX_ALT_URL = \"http://localhost/fake/alt/url\"\n return settings\n\n\n@pytest.fixture(autouse=True)\ndef oll_settings(settings):\n \"\"\"Test settings for MITx import\"\"\"\n settings.OLL_API_CLIENT_ID = \"fake-client-id\"\n settings.OLL_API_CLIENT_SECRET = \"fake-client-secret\"\n settings.OLL_API_ACCESS_TOKEN_URL = \"http://localhost/fake/access/token/url\"\n settings.OLL_API_URL = \"http://localhost/fake/api/url\"\n settings.OLL_BASE_URL = \"http://localhost/fake/base/url\"\n settings.OLL_ALT_URL = \"http://localhost/fake/alt/url\"\n return settings"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Hardcoded credentials at line 11 - use environment variables\n \u2022 Hardcoded credentials at line 23 - use environment variables\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86f060997b8a24b2a713e28d30aebb3fc5274d62
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import numpy as np import matplotlib.pyplot as plt import matplotlib.cm as cm import random class JuliaSet: def __init__(self): """ Constructor of the JuliaSet class :param size: size in pixels (for both width and height) :param dpi: dots per inch (default 300) """ # Initialize image related parameters self.size = 256 self.dpi = 300 self.norm = True self.mirror = False # Initialize process related parameters self.escrad = 3 self.niter = 250 def param(self, **kwargs): """ Get parameters from input dictionary and set attributes. :param kwargs: a dictionary in the form `{'arg1':value, ..., 'argN': value}` """ # Check if kwargs in not empty if kwargs is not None: # Image related parameters if 'size' in kwargs: self.size = kwargs.pop('size', 256) if 'dpi' in kwargs: self.dpi = kwargs.pop('dpi', 300) if 'norm' in kwargs: self.norm = kwargs.pop('norm', True) if 'mirror' in kwargs: self.mirror = kwargs.pop('mirror', False) # Process related parameters if 'escrad' in kwargs: self.escrad = kwargs.pop('escrad', 3) if 'niter' in kwargs: self.niter = kwargs.pop('niter', 250) # If kwargs is not empty there is some invalid keywords if kwargs: print("{} are invalid keyword arguments!".format(kwargs.keys())) ... [7 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 9 Block at line 6 has no indented body Invalid syntax at line 57: ... [7 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 17 💡 Suggestions: Complete the expression on the last line Add closing quote at line 9 Review syntax near the error location
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advanced
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database
|
debugging
|
Pythoncode:Python
| 2
| 1
| 1,662
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport matplotlib.cm as cm\nimport random\n\nclass JuliaSet:\n\n def __init__(self):\n \"\"\"\n Constructor of the JuliaSet class\n\n :param size: size in pixels (for both width and height)\n :param dpi: dots per inch (default 300)\n \"\"\"\n\n # Initialize image related parameters\n self.size = 256\n self.dpi = 300\n self.norm = True\n self.mirror = False\n\n # Initialize process related parameters\n self.escrad = 3\n self.niter = 250\n\n def param(self, **kwargs):\n \"\"\"\n Get parameters from input dictionary and set attributes.\n\n :param kwargs: a dictionary in the form \n `{'arg1':value, ..., 'argN': value}`\n \"\"\"\n\n # Check if kwargs in not empty\n if kwargs is not None:\n # Image related parameters\n if 'size' in kwargs:\n self.size = kwargs.pop('size', 256)\n if 'dpi' in kwargs:\n self.dpi = kwargs.pop('dpi', 300)\n if 'norm' in kwargs:\n self.norm = kwargs.pop('norm', True)\n if 'mirror' in kwargs:\n self.mirror = kwargs.pop('mirror', False)\n\n # Process related parameters\n if 'escrad' in kwargs:\n self.escrad = kwargs.pop('escrad', 3)\n if 'niter' in kwargs:\n self.niter = kwargs.pop('niter', 250)\n\n # If kwargs is not empty there is some invalid keywords\n if kwargs:\n print(\"{} are invalid keyword arguments!\".format(kwargs.keys()))\n\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 9\n Block at line 6 has no indented body\n Invalid syntax at line 57: ... [7 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 17\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 9\n Review syntax near the error location"}]
| false
| null | null | null |
86f07721893f6c50f28bc8f37736be7b92dba3a5
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!python3 # eye_detection.py - detect eyes using webcam # tutorial: https://www.roytuts.com/real-time-eye-detection-in-webcam-using-python-3/ import cv2 import math import numpy as np def main(): faceCascade = cv2.CascadeClassifier("haarcascade_frontalface_alt.xml") eyeCascade = cv2.CascadeClassifier("haarcascade_eye.xml") # grab the reference to the webcam # try: vs = cv2.VideoCapture(0) print(vs) while True: ret, frame = vs.read() if frame is None: break gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY) gray = cv2.equalizeHist(gray) faces = faceCascade.detectMultiScale(frame) for (x, y, w, h) in faces: roi_gray = gray[y : y + h, x : x + w] roi_color = frame[y : y + h, x : x + w] eyes = eyeCascade.detectMultiScale(roi_gray) for (ex, ey, ew, eh) in eyes: cv2.rectangle(roi_color, (ex, ey), (ex + ew, ey + eh), (0, 0, 255), 2) cv2.imshow("Video", frame) key = cv2.waitKey(1) & 0xFF if key == ord("q") or key == 27: break cv2.destroyAllWindows() if __name__ == "__main__": main()
|
Code analysis results: 🔴 Errors found: Block at line 10 has no indented body ⚠️ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 16 Unexpected indentation at line 18 Unexpected indentation at line 27 💡 Suggestions: Add docstring to function 'main' Remove debug print() at line 18 before production
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intermediate
|
api
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debugging
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Pythoncode:Python
| 1
| 0
| 1,212
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!python3\n# eye_detection.py - detect eyes using webcam\n# tutorial: https://www.roytuts.com/real-time-eye-detection-in-webcam-using-python-3/\n\nimport cv2\nimport math\nimport numpy as np\n\n\ndef main():\n\n faceCascade = cv2.CascadeClassifier(\"haarcascade_frontalface_alt.xml\")\n eyeCascade = cv2.CascadeClassifier(\"haarcascade_eye.xml\")\n\n # grab the reference to the webcam\n # try:\n vs = cv2.VideoCapture(0)\n print(vs)\n\n while True:\n ret, frame = vs.read()\n\n if frame is None:\n break\n\n gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n gray = cv2.equalizeHist(gray)\n\n faces = faceCascade.detectMultiScale(frame)\n\n for (x, y, w, h) in faces:\n roi_gray = gray[y : y + h, x : x + w]\n roi_color = frame[y : y + h, x : x + w]\n eyes = eyeCascade.detectMultiScale(roi_gray)\n for (ex, ey, ew, eh) in eyes:\n cv2.rectangle(roi_color, (ex, ey), (ex + ew, ey + eh), (0, 0, 255), 2)\n\n cv2.imshow(\"Video\", frame)\n key = cv2.waitKey(1) & 0xFF\n\n if key == ord(\"q\") or key == 27:\n break\n\n cv2.destroyAllWindows()\n\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 10 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 13\n Unexpected indentation at line 16\n Unexpected indentation at line 18\n Unexpected indentation at line 27\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'main'\n Remove debug print() at line 18 before production"}]
| false
| null | null | null |
86f0877f437e0d2341e2d9c4fb9323bda9c076fe
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python descripts = {} with open('macaca_genes.txt') as fh: fh.readline() for line in fh: cols = line.strip('\n').split('\t') if cols[1]: descripts[cols[0]] = cols[1].split('[')[0].strip() else: descripts[cols[0]] = cols[1]
|
with open('gene_info.txt') as fh: for line in fh: cols = line.strip().split('\t') cols.append(descripts[cols[1]]) print "\t".join(cols)
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intermediate
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general
|
code_completion
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Pythoncode:Python
| 0
| 0
| 399
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n\ndescripts = {}\nwith open('macaca_genes.txt') as fh:\n\tfh.readline()\n\tfor line in fh:\n\t\tcols = line.strip('\\n').split('\\t')\n\n\t\tif cols[1]:\n\t\t\tdescripts[cols[0]] = cols[1].split('[')[0].strip()\n\t\telse:\n\t\t\tdescripts[cols[0]] = cols[1]"}, {"role": "assistant", "content": "\n\nwith open('gene_info.txt') as fh:\n\tfor line in fh:\n\t\tcols = line.strip().split('\\t')\n\t\tcols.append(descripts[cols[1]])\n\n\t\tprint \"\\t\".join(cols)"}]
| false
| null | null | null |
86f0c522be62919400b4d5f2f8a78d4b4a38dcb9
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import gin from scaper import Scaper, generate_from_jams import copy import logging import p_tqdm import nussl import os import numpy as np def _reset_event_spec(sc): sc.reset_fg_event_spec() sc.reset_bg_event_spec() def check_mixture(path_to_mix): mix_signal = nussl.AudioSignal(path_to_mix) if mix_signal.rms() < .01: return False return True def make_one_mixture(sc, path_to_file, num_sources, event_parameters, allow_repeated_label): """ Creates a single mixture, incoherent. Instantiates according to the event parameters for each source. """ check = False while not check: for j in range(num_sources): sc.add_event(**event_parameters) sc.generate( path_to_file, path_to_file.replace('.wav', '.jams'), no_audio=False, allow_repeated_label=allow_repeated_label, save_isolated_events=True, ) _reset_event_spec(sc) check = check_mixture(path_to_file) def instantiate_and_get_event_spec(sc, master_label, event_parameters): _reset_event_spec(sc) _event_parameters = copy.deepcopy(event_parameters) _event_parameters['label'] = ('const', master_label) sc.add_event(**_event_parameters) event = sc._instantiate_event(sc.fg_spec[-1]) _reset_event_spec(sc) return sc, event def make_one_mixture_coherent(sc, path_to_file, labels, event_parameters, allow_repeated_label): check = False while not check: sc, event = instantiate_and_get_event_spec( sc, labels[0], event_parameters) for label in labels: try: sc.add_event( label=('const', label), source_file=('const', event.source_file.replace(labels[0], label)), source_time=('const', event.source_time), event_time=('const', 0), event_duration=('const', sc.duration), snr=event_parameters['snr'], pitch_shift=('const', event.pitch_shift), time_stretch=('const', event.time_stretch) ) except: logging.exception( f"Got an error for {label} @ {_source_file}. Moving on...") sc.generate( path_to_file, path_to_file.replace('.wav', '.jams'), no_audio=False, allow_repeated_label=allow_repeated_label, save_isolated_events=True, ) sc.fg_spec = [] check = check_mixture(path_to_file) @gin.configurable def make_scaper_datasets(scopes=['train', 'val']): for scope in scopes: with gin.config_scope(scope): mix_with_scaper() @gin.configurable ... [2 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 22 Invalid syntax at line 91: ... [2 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 16 Unexpected indentation at line 18 Unexpected indentation at line 21 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 30 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 50 Unexpected indentation at line 53 Unexpected indentation at line 55 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 76 Unexpected indentation at line 77 Unexpected indentation at line 78 Unexpected indentation at line 79 Unexpected indentation at line 80 Unexpected indentation at line 81 ✨ Improvements: Complete the expression on the last line Add closing quote at line 22 Review syntax near the error location
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 6
| 0
| 2,898
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport gin\nfrom scaper import Scaper, generate_from_jams\nimport copy\nimport logging\nimport p_tqdm\nimport nussl\nimport os\nimport numpy as np\n\ndef _reset_event_spec(sc):\n sc.reset_fg_event_spec()\n sc.reset_bg_event_spec()\n\ndef check_mixture(path_to_mix):\n mix_signal = nussl.AudioSignal(path_to_mix)\n if mix_signal.rms() < .01:\n return False\n return True\n\ndef make_one_mixture(sc, path_to_file, num_sources, \n event_parameters, allow_repeated_label):\n \"\"\"\n Creates a single mixture, incoherent. Instantiates according to\n the event parameters for each source.\n \"\"\"\n check = False\n while not check:\n for j in range(num_sources):\n sc.add_event(**event_parameters)\n \n sc.generate(\n path_to_file, \n path_to_file.replace('.wav', '.jams'), \n no_audio=False,\n allow_repeated_label=allow_repeated_label,\n save_isolated_events=True,\n )\n _reset_event_spec(sc)\n check = check_mixture(path_to_file)\n\ndef instantiate_and_get_event_spec(sc, master_label, event_parameters):\n _reset_event_spec(sc)\n\n _event_parameters = copy.deepcopy(event_parameters)\n _event_parameters['label'] = ('const', master_label)\n sc.add_event(**_event_parameters)\n event = sc._instantiate_event(sc.fg_spec[-1])\n\n _reset_event_spec(sc)\n return sc, event\n\ndef make_one_mixture_coherent(sc, path_to_file, labels, event_parameters, \n allow_repeated_label):\n check = False\n while not check:\n sc, event = instantiate_and_get_event_spec(\n sc, labels[0], event_parameters)\n for label in labels:\n try:\n sc.add_event(\n label=('const', label),\n source_file=('const', event.source_file.replace(labels[0], label)),\n source_time=('const', event.source_time),\n event_time=('const', 0),\n event_duration=('const', sc.duration),\n snr=event_parameters['snr'],\n pitch_shift=('const', event.pitch_shift),\n time_stretch=('const', event.time_stretch)\n )\n except:\n logging.exception(\n f\"Got an error for {label} @ {_source_file}. Moving on...\")\n sc.generate(\n path_to_file, \n path_to_file.replace('.wav', '.jams'), \n no_audio=False, \n allow_repeated_label=allow_repeated_label,\n save_isolated_events=True,\n )\n sc.fg_spec = []\n check = check_mixture(path_to_file)\n\n@gin.configurable\ndef make_scaper_datasets(scopes=['train', 'val']):\n for scope in scopes:\n with gin.config_scope(scope):\n mix_with_scaper()\n\n@gin.configurable\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 Unterminated string literal at line 22\n Invalid syntax at line 91: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 12\n Unexpected indentation at line 16\n Unexpected indentation at line 18\n Unexpected indentation at line 21\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 30\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 50\n Unexpected indentation at line 53\n Unexpected indentation at line 55\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n Unexpected indentation at line 77\n Unexpected indentation at line 78\n Unexpected indentation at line 79\n Unexpected indentation at line 80\n Unexpected indentation at line 81\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 22\n Review syntax near the error location"}]
| false
| null | null | null |
86f16e97aa13775a35aa0ced03caeac309db0c51
|
TheStack--python--000.parquet
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Explain this Pythoncode:Python code: import json ... [1 more functiondefs truncated] ...
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This code demonstrates Pythoncode:Python programming.
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beginner
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general
|
code_explanation
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Pythoncode:Python
| 0
| 0
| 59
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport json\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
86f1999802fa178d60effb8dd046d22fbb0dd814
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import numpy as np from keras import backend as K import os import sys K.set_image_dim_ordering('tf') def patch_path(path): return os.path.join(os.path.dirname(__file__), path) def main(): sys.path.append(patch_path('..')) data_dir_path = patch_path('very_large_data') model_dir_path = patch_path('models/UCF-101') from keras_video_classifier.library.convolutional import CnnVideoClassifier from keras_video_classifier.library.utility.ucf.UCF101_loader import load_ucf, scan_ucf_with_labels config_file_path = CnnVideoClassifier.get_config_file_path(model_dir_path) weight_file_path = CnnVideoClassifier.get_weight_file_path(model_dir_path) # Complete this line load_ucf(data_dir_path) predictor = CnnVideoClassifier() predictor.load_model(config_file_path, weight_file_path) videos = scan_ucf_with_labels(data_dir_path, [label for (label, label_index) in predictor.labels.items()]) video_file_path_list = np.array([file_path for file_path in videos.keys()]) np.random.shuffle(video_file_path_list) for video_file_path in video_file_path_list: label = videos[video_file_path] predicted_label = predictor.predict(video_file_path) print('predicted: ' + predicted_label + ' actual: ' + label) if __name__ == '__main__': main()
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The missing line is: np.random.seed(42)
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intermediate
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machine_learning
|
fill_in_the_blank
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Pythoncode:Python
| 2
| 0
| 1,328
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport numpy as np\nfrom keras import backend as K\nimport os\nimport sys\n\nK.set_image_dim_ordering('tf')\n\n\ndef patch_path(path):\n return os.path.join(os.path.dirname(__file__), path)\n\n\ndef main():\n sys.path.append(patch_path('..'))\n\n data_dir_path = patch_path('very_large_data')\n model_dir_path = patch_path('models/UCF-101')\n\n from keras_video_classifier.library.convolutional import CnnVideoClassifier\n from keras_video_classifier.library.utility.ucf.UCF101_loader import load_ucf, scan_ucf_with_labels\n config_file_path = CnnVideoClassifier.get_config_file_path(model_dir_path)\n weight_file_path = CnnVideoClassifier.get_weight_file_path(model_dir_path)\n\n # Complete this line\n\n load_ucf(data_dir_path)\n\n predictor = CnnVideoClassifier()\n predictor.load_model(config_file_path, weight_file_path)\n\n videos = scan_ucf_with_labels(data_dir_path, [label for (label, label_index) in predictor.labels.items()])\n\n video_file_path_list = np.array([file_path for file_path in videos.keys()])\n np.random.shuffle(video_file_path_list)\n\n for video_file_path in video_file_path_list:\n label = videos[video_file_path]\n predicted_label = predictor.predict(video_file_path)\n print('predicted: ' + predicted_label + ' actual: ' + label)\n\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": "The missing line is:\n np.random.seed(42)"}]
| false
| null | null | null |
86f19d8269d91051babd1a81669ee8409fe871bc
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from django.conf import settings def less_settings(request): return { 'use_dynamic_less_in_debug': getattr(settings, 'LESS_USE_DYNAMIC_IN_DEBUG', True) }
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Code Review: ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 7
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beginner
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api
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code_review
|
Pythoncode:Python
| 1
| 0
| 172
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom django.conf import settings\n\n\ndef less_settings(request):\n return {\n 'use_dynamic_less_in_debug': getattr(settings, 'LESS_USE_DYNAMIC_IN_DEBUG', True)\n }"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 7"}]
| false
| null | null | null |
86f2a90daa96d1b00a32e75d50fd040ca01ed705
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- from scipy import stats import numpy as np import warnings from ...compat import check_is_fitted, pmdarima as pm_compat from .base import BaseEndogTransformer class BoxCoxEndogTransformer(BaseEndogTransformer): r"""Apply the Box-Cox transformation to an endogenous array The Box-Cox transformation is applied to non-normal data to coerce it more towards a normal distribution. It's specified as:: (((y + lam2) ** lam1) - 1) / lam1, if lmbda != 0, else log(y + lam2) Parameters ---------- lmbda : float or None, optional (default=None) The lambda value for the Box-Cox transformation, if known. If not specified, it will be estimated via MLE. lmbda2 : float, optional (default=0.) The value to add to ``y`` to make it non-negative. If, after adding ``lmbda2``, there are still negative values, a ValueError will be raised. neg_action : str, optional (default="raise") How to respond if any values in ``y <= 0`` after adding ``lmbda2``. One of ('raise', 'warn', 'ignore'). If anything other than 'raise', values <= 0 will be truncated to the value of ``floor``. floor : float, optional (default=1e-16) A positive value that truncate values to if there are values in ``y`` # Complete this line if values are truncated, invertibility will not be preserved, and the transformed array may not be perfectly inverse-transformed. """ def __init__(self, lmbda=None, lmbda2=0, neg_action="raise", floor=1e-16): self.lmbda = lmbda self.lmbda2 = lmbda2 self.neg_action = neg_action self.floor = floor def fit(self, y, X=None, **kwargs): # TODO: kwargs go away """Fit the transformer Learns the value of ``lmbda``, if not specified in the constructor. If defined in the constructor, is not re-learned. Parameters ---------- y : array-like or None, shape=(n_samples,) The endogenous (time-series) array. X : array-like or None, shape=(n_samples, n_features), optional The exogenous array of additional covariates. Not used for endogenous transformers. Default is None, and non-None values will serve as pass-through arrays. """ lam1 = self.lmbda lam2 = self.lmbda2 # Temporary shim until we remove `exogenous` support completely X, _ = pm_compat.get_X(X, **kwargs) if lam2 < 0: raise ValueError("lmbda2 must be a non-negative scalar value") if lam1 is None: y, _ = self._check_y_X(y, X) _, lam1 = stats.boxcox(y + lam2, lmbda=None, alpha=None) self.lam1_ = lam1 self.lam2_ = lam2 return self ... [2 more functiondefs truncated] ...
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The missing line is: that are zero or negative and ``neg_action`` is not 'raise'. Note that
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advanced
|
database
|
fill_in_the_blank
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Pythoncode:Python
| 2
| 1
| 2,931
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nfrom scipy import stats\n\nimport numpy as np\nimport warnings\n\nfrom ...compat import check_is_fitted, pmdarima as pm_compat\nfrom .base import BaseEndogTransformer\n\nclass BoxCoxEndogTransformer(BaseEndogTransformer):\n r\"\"\"Apply the Box-Cox transformation to an endogenous array\n\n The Box-Cox transformation is applied to non-normal data to coerce it more\n towards a normal distribution. It's specified as::\n\n (((y + lam2) ** lam1) - 1) / lam1, if lmbda != 0, else\n log(y + lam2)\n\n Parameters\n ----------\n lmbda : float or None, optional (default=None)\n The lambda value for the Box-Cox transformation, if known. If not\n specified, it will be estimated via MLE.\n\n lmbda2 : float, optional (default=0.)\n The value to add to ``y`` to make it non-negative. If, after adding\n ``lmbda2``, there are still negative values, a ValueError will be\n raised.\n\n neg_action : str, optional (default=\"raise\")\n How to respond if any values in ``y <= 0`` after adding ``lmbda2``.\n One of ('raise', 'warn', 'ignore'). If anything other than 'raise',\n values <= 0 will be truncated to the value of ``floor``.\n\n floor : float, optional (default=1e-16)\n A positive value that truncate values to if there are values in ``y``\n # Complete this line\n if values are truncated, invertibility will not be preserved, and the\n transformed array may not be perfectly inverse-transformed.\n \"\"\"\n def __init__(self, lmbda=None, lmbda2=0, neg_action=\"raise\", floor=1e-16):\n\n self.lmbda = lmbda\n self.lmbda2 = lmbda2\n self.neg_action = neg_action\n self.floor = floor\n\n def fit(self, y, X=None, **kwargs): # TODO: kwargs go away\n \"\"\"Fit the transformer\n\n Learns the value of ``lmbda``, if not specified in the constructor.\n If defined in the constructor, is not re-learned.\n\n Parameters\n ----------\n y : array-like or None, shape=(n_samples,)\n The endogenous (time-series) array.\n\n X : array-like or None, shape=(n_samples, n_features), optional\n The exogenous array of additional covariates. Not used for\n endogenous transformers. Default is None, and non-None values will\n serve as pass-through arrays.\n \"\"\"\n lam1 = self.lmbda\n lam2 = self.lmbda2\n\n # Temporary shim until we remove `exogenous` support completely\n X, _ = pm_compat.get_X(X, **kwargs)\n\n if lam2 < 0:\n raise ValueError(\"lmbda2 must be a non-negative scalar value\")\n\n if lam1 is None:\n y, _ = self._check_y_X(y, X)\n _, lam1 = stats.boxcox(y + lam2, lmbda=None, alpha=None)\n\n self.lam1_ = lam1\n self.lam2_ = lam2\n return self\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n that are zero or negative and ``neg_action`` is not 'raise'. Note that"}]
| false
| null | null | null |
86f3b70aa2f3c882bdd1f178d6aa80fab1793aab
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from baserow.core.registry import Instance, Registry class UserDataType(Instance): """ The user data type can be used to inject an additional payload to the API JWT response. This is the response when a user authenticates or refreshes his token. The returned dict of the `get_user_data` method is added to the payload under the key containing the type name. Example: class TestUserDataType(UserDataType): type = "test" def get_user_data(user, request): return {"test": "value"} user_data_registry.register(Tes
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 5 • Unclosed '(' at line 19 - expected ')' • Block at line 11 has no indented body Fix: Close the string literal with matching quote
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advanced
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testing
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error_detection
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Pythoncode:Python
| 3
| 3
| 575
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom baserow.core.registry import Instance, Registry\n\n\nclass UserDataType(Instance):\n \"\"\"\n The user data type can be used to inject an additional payload to the API\n JWT response. This is the response when a user authenticates or refreshes his\n token. The returned dict of the `get_user_data` method is added to the payload\n under the key containing the type name.\n\n Example:\n\n class TestUserDataType(UserDataType):\n type = \"test\"\n\n def get_user_data(user, request):\n return {\"test\": \"value\"}\n\n user_data_registry.register(Tes"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unterminated string literal at line 5\n \u2022 Unclosed '(' at line 19 - expected ')'\n \u2022 Block at line 11 has no indented body\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
86f3e8f2399f57967d9da67546eaf7a9b7b31fb7
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: class resistor: def __init__(self, name, n1, n2, val): self.name = name self.value = enggToMath(val) self.node1 = n1 self.node2 = n2 class inductor: def __init__(self, name, n1, n2, val): self.name = name self.value = enggToMath(val) self.node1 = n1 self.node2 = n2 class capacitor: def __init__(self, name, n1, n2, val): self.name = name self.value = enggToMath(val) self.node1 = n1 self.node2 = n2 class voltageSource: def __init__(self, name, n1, n2, val, phase=0): self.name = name self.value = enggToMath(val) self.node1 = n1 self.node2 = n2 self.phase = float(phase) class currentSource: def __init__(self, name, n1, n2, val, phase=0): self.name = name self.value = enggToMath(val) self.node1 = n1 self.node2 = n2 self.phase = float(phase) class vcvs: def __init__(self, name, n1, n2, n3, n4, val): self.name = name self.value = enggToMath(val) self.node1 = n1 self.node2 = n2 self.node3 = n3 self.node4 = n4 class vccs: def __init__(self, name, n1, n2, n3, n4, val): self.name = name self.value = enggToMath(val) self.node1 = n1 self.node2 = n2 self.node3 = n3 self.node4 = n4 class ccvs: def __init__(self, name, n1, n2, vName, val): self.name = name self.value = enggToMath(val) self.node1 = n1 self.node2 = n2 self.vSource = vName class cccs: def __init__(self, name, n1, n2, vName, val): self.name = name self.value = enggToMath(val) self.node1 = n1 self.node2 = n2 self.vSource = vName # Convert a number in engineer's format to math ... [2 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 72 Invalid syntax at line 74: ... [2 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 11 💡 Suggestions: Complete the expression on the last line Add closing quote at line 72 Review syntax near the error location
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advanced
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database
|
debugging
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Pythoncode:Python
| 9
| 9
| 1,890
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nclass resistor:\n def __init__(self, name, n1, n2, val):\n self.name = name\n self.value = enggToMath(val)\n self.node1 = n1\n self.node2 = n2\n\nclass inductor:\n def __init__(self, name, n1, n2, val):\n self.name = name\n self.value = enggToMath(val)\n self.node1 = n1\n self.node2 = n2\n\nclass capacitor:\n def __init__(self, name, n1, n2, val):\n self.name = name\n self.value = enggToMath(val)\n self.node1 = n1\n self.node2 = n2\n\nclass voltageSource:\n def __init__(self, name, n1, n2, val, phase=0):\n self.name = name\n self.value = enggToMath(val)\n self.node1 = n1\n self.node2 = n2\n self.phase = float(phase)\n\nclass currentSource:\n def __init__(self, name, n1, n2, val, phase=0):\n self.name = name\n self.value = enggToMath(val)\n self.node1 = n1\n self.node2 = n2\n self.phase = float(phase)\n\nclass vcvs:\n def __init__(self, name, n1, n2, n3, n4, val):\n self.name = name\n self.value = enggToMath(val)\n self.node1 = n1\n self.node2 = n2\n self.node3 = n3\n self.node4 = n4\n\nclass vccs:\n def __init__(self, name, n1, n2, n3, n4, val):\n self.name = name\n self.value = enggToMath(val)\n self.node1 = n1\n self.node2 = n2\n self.node3 = n3\n self.node4 = n4\n\nclass ccvs:\n def __init__(self, name, n1, n2, vName, val):\n self.name = name\n self.value = enggToMath(val)\n self.node1 = n1\n self.node2 = n2\n self.vSource = vName\n\nclass cccs:\n def __init__(self, name, n1, n2, vName, val):\n self.name = name\n self.value = enggToMath(val)\n self.node1 = n1\n self.node2 = n2\n self.vSource = vName\n\n# Convert a number in engineer's format to math\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 72\n Invalid syntax at line 74: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 11\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 72\n Review syntax near the error location"}]
| false
| null | null | null |
86f4958fe557f64425c53fe4dff977306ba95b20
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import subprocess import os.path """ Stylish input() """ def s_input(string): return input(string+">").strip("\n") """ Execute command locally """ def execute_command(command): if len(command) > 0: print(command) proc = subprocess.Popen(command.split(" "), stdout=subprocess.PIPE, cwd="/tmp") return proc """ Get all subdirectories of a directory. """ def getSubs(dirname dirs = [d for d in os.listdir(dirname) if os.path.isdir(os.path.join(dirname, d))] # subdirectories = [dirname + "/" + subDirName for subDirName in subdirectories] subdirectories = [] for dir in dirs: subdirectories.append(dirname + '/' + dir) return subdirectorie """ Rocket science """ def answer(string): a = input(string) if a == "Y" or a == 'y' or a == 'Yes' or a == 'yes': return True else: return False
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 5 • Unclosed '(' at line 24 - expected ')' • SyntaxError: '(' was never closed at line 24 Fixes: • Add closing quote at line 5 • Add closing ')' bracket • Review code syntax
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intermediate
|
data_processing
|
syntax_repair
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Pythoncode:Python
| 4
| 0
| 873
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport subprocess\nimport os.path\n\n\n\"\"\"\nStylish input()\n\"\"\"\ndef s_input(string):\n return input(string+\">\").strip(\"\\n\")\n\n\n\"\"\"\nExecute command locally\n\"\"\"\ndef execute_command(command):\n if len(command) > 0:\n print(command)\n proc = subprocess.Popen(command.split(\" \"), stdout=subprocess.PIPE, cwd=\"/tmp\")\n return proc\n\n\"\"\"\nGet all subdirectories of a directory.\n\"\"\"\ndef getSubs(dirname\n dirs = [d for d in os.listdir(dirname) if os.path.isdir(os.path.join(dirname, d))]\n # subdirectories = [dirname + \"/\" + subDirName for subDirName in subdirectories]\n subdirectories = []\n for dir in dirs:\n subdirectories.append(dirname + '/' + dir)\nreturn subdirectorie\n\n\n\"\"\"\nRocket science\n\"\"\"\ndef answer(string):\n a = input(string)\n if a == \"Y\" or a == 'y' or a == 'Yes' or a == 'yes':\n return True\n else:\n return False"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 5\n \u2022 Unclosed '(' at line 24 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 24\n\n Fixes:\n \u2022 Add closing quote at line 5\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
86f530cec67d3e933cfc6fd5269d65218a8b2c49
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import numpy as np import matplotlib.pyplot as plt from skimage.exposure import rescale_intensity from unsharp import * # Load file and normalize to 0-1 fname = 'iguana.jpg' im = plt.imread(fname) if im.mean() >= 1: im = im/255. sigma = 5 amplitude = 1.5 imsharp = unsharp_mask(im, sigma, amplitude) imsharp = rescale_intensity(imsharp, in_range=(0, 1), out_range=(0,1)) new_fname = fname[:-4]+'_sharp.jpg' plt.imsave(new_fname, imsharp)
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Syntax Analysis:
|
intermediate
|
database
|
syntax_repair
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Pythoncode:Python
| 0
| 0
| 446
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport numpy as np \nimport matplotlib.pyplot as plt\nfrom skimage.exposure import rescale_intensity\n\nfrom unsharp import *\n\n# Load file and normalize to 0-1\nfname = 'iguana.jpg'\nim = plt.imread(fname)\nif im.mean() >= 1:\n im = im/255.\n\nsigma = 5\namplitude = 1.5\nimsharp = unsharp_mask(im, sigma, amplitude)\nimsharp = rescale_intensity(imsharp, in_range=(0, 1), out_range=(0,1))\n\nnew_fname = fname[:-4]+'_sharp.jpg'\nplt.imsave(new_fname, imsharp)"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
86f661785147d1c962908ad8a5f0840e9e70661d
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- from django.db import models from apps.registro.models.TipoDomicilio import TipoDomicilio from apps.registro.models.Localidad import Localidad from apps.registro.models.Establecimiento import Establecimiento from django.core.exceptions import ValidationError from apps.seguridad.audit import audit @audit class EstablecimientoDomicilio(models.Model): TIPO_POSTAL = 'Postal' TIPO_INSTITUCIONAL = 'Institucional' establecimiento = models.ForeignKey(Establecimiento, related_name='domicilios') tipo_domicilio = models.ForeignKey(TipoDomicilio) localidad = models.ForeignKey(Localidad, related_name='domicilios_establecimientos') calle = models.CharField(max_length=100) altura = models.CharField(max_length=15) referencia = models.CharField(max_length=255, null=True, blank=True) cp = models.CharField(max_length=20) class Meta: app_label = 'registro' db_table = 'registro_establecimiento_domicilio' def __unicode__(self): if self.cp: cp = " (CP: " + self.cp + ")" else: cp = "" return "%s %s - %s %s" % (self.calle, self.altura, self.localidad.nombre, cp) def __init__(self, *args, **kwargs): super(EstablecimientoDomicilio, self).__init__(*args, **kwargs)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
machine_learning
|
refactoring
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Pythoncode:Python
| 2
| 2
| 1,218
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom django.db import models\nfrom apps.registro.models.TipoDomicilio import TipoDomicilio\nfrom apps.registro.models.Localidad import Localidad\nfrom apps.registro.models.Establecimiento import Establecimiento\nfrom django.core.exceptions import ValidationError\nfrom apps.seguridad.audit import audit\n\n\n@audit\nclass EstablecimientoDomicilio(models.Model):\n\t\n\tTIPO_POSTAL = 'Postal'\n\tTIPO_INSTITUCIONAL = 'Institucional'\n\t\n\testablecimiento = models.ForeignKey(Establecimiento, related_name='domicilios')\n\ttipo_domicilio = models.ForeignKey(TipoDomicilio)\n\tlocalidad = models.ForeignKey(Localidad, related_name='domicilios_establecimientos')\n\tcalle = models.CharField(max_length=100)\n\taltura = models.CharField(max_length=15)\n\treferencia = models.CharField(max_length=255, null=True, blank=True)\n\tcp = models.CharField(max_length=20)\n\n\tclass Meta:\n\t\tapp_label = 'registro'\n\t\tdb_table = 'registro_establecimiento_domicilio'\n\n\tdef __unicode__(self):\n\t\tif self.cp:\n\t\t\tcp = \" (CP: \" + self.cp + \")\"\n\t\telse:\n\t\t\tcp = \"\"\n\t\treturn \"%s %s - %s %s\" % (self.calle, self.altura, self.localidad.nombre, cp)\n\n\tdef __init__(self, *args, **kwargs):\n\t\tsuper(EstablecimientoDomicilio, self).__init__(*args, **kwargs)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
86f77106c10502d0d37cea800a21ab20ce83f638
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # 6.5 Write code using find() and string slicing (see section 6.10) to extract # the number at the end of the line below. # Convert the extracted value to a floating point number and print it out. text = "X-DSPAM-Confidence: 0.8475";
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
general
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error_detection
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Pythoncode:Python
| 0
| 0
| 239
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# 6.5 Write code using find() and string slicing (see section 6.10) to extract \n# the number at the end of the line below. \n# Convert the extracted value to a floating point number and print it out.\n\ntext = \"X-DSPAM-Confidence: 0.8475\";"}, {"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
|
86f7b299e6e411fb0020928642f34720d9448cf2
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import logging class Engine(Observable, method='engine_changed', changes={'engine_changed', 'model_changed', 'unit_changed'}): """The Engine is a wrapper around the lucid module. Attributes ---------- _network: LucidNetwork The currently selected lucid network. None if no model is selected. _model: LucidModel The currently selected lucid model. None if no model is selected. """ def __init__(self): super().__init__() self._network = None self._model = None self._layer = None self._unit = None self.image = None self.running = False @property def model(self) -> LucidModel: """The currently selected lucid model. None if no model is selected. """ return self._model @property def model_name(self) -> str: """The name of the currently selected lucid model. None if no model is selected. """ return None if self._network is None else self._network.name @change def load_model(self, name: str) -> LucidModel: """Load the Lucid model with the given name. Returns ------- model: LucidModel A reference to the LucidModel. """ logger.info(f"load_model({name})") try: #self._network = LucidNetwork(name=name) self._network = loader.load_lucid(name) self._model = self._network.model except KeyError as e: self._network = None self._model = None logger.info(f"NAME={name}/{self.model_name} : {self._model}") self._layer = None self._unit = None
|
self.change(model_changed=True, unit_changed=True) return self._model @change def set_layer(self, name: str, unit: int=0) -> None: """Set the currently selected layer. Arguments --------- name: str The name of the layer. unit: int The index of the unit in the layer. """ if name == self.layer: return if self._model is None: return try: self._layer = next(x for x in self._model.layers if x['name'] == name) self._unit = unit except StopIteration: # name not in layer list self._layer = None self._unit = None self.change(unit_changed=True) @property def layer(self) -> str: """The name of the currently selected layer. """ return None if self._layer is None else self._layer['name'] @layer.setter def layer(self, name: str) -> None: """Set the currently selected layer. """ self.set_layer(name) @property ... [11 more functiondefs truncated] ...
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advanced
|
machine_learning
|
code_completion
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Pythoncode:Python
| 7
| 1
| 2,899
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport logging\nclass Engine(Observable, method='engine_changed',\n changes={'engine_changed', 'model_changed', 'unit_changed'}):\n \"\"\"The Engine is a wrapper around the lucid module.\n\n Attributes\n ----------\n _network: LucidNetwork\n The currently selected lucid network. None if no model\n is selected.\n\n _model: LucidModel\n The currently selected lucid model. None if no model is\n selected.\n \n \"\"\"\n\n def __init__(self):\n super().__init__()\n self._network = None\n self._model = None\n self._layer = None\n self._unit = None\n self.image = None\n self.running = False\n\n @property\n def model(self) -> LucidModel:\n \"\"\"The currently selected lucid model. None if no model is\n selected.\n \"\"\"\n return self._model\n\n @property\n def model_name(self) -> str:\n \"\"\"The name of the currently selected lucid model. None if\n no model is selected.\n \"\"\"\n return None if self._network is None else self._network.name\n\n @change\n def load_model(self, name: str) -> LucidModel:\n \"\"\"Load the Lucid model with the given name.\n\n Returns\n -------\n model: LucidModel\n A reference to the LucidModel.\n \"\"\"\n\n logger.info(f\"load_model({name})\")\n try:\n #self._network = LucidNetwork(name=name)\n self._network = loader.load_lucid(name)\n self._model = self._network.model\n except KeyError as e:\n self._network = None\n self._model = None\n logger.info(f\"NAME={name}/{self.model_name} : {self._model}\")\n self._layer = None\n self._unit = None"}, {"role": "assistant", "content": "\n self.change(model_changed=True, unit_changed=True)\n return self._model\n\n @change\n def set_layer(self, name: str, unit: int=0) -> None:\n \"\"\"Set the currently selected layer.\n\n Arguments\n ---------\n name: str\n The name of the layer.\n unit: int\n The index of the unit in the layer.\n \"\"\"\n if name == self.layer:\n return\n if self._model is None:\n return\n try:\n self._layer = next(x for x in self._model.layers\n if x['name'] == name)\n self._unit = unit\n except StopIteration: # name not in layer list\n self._layer = None\n self._unit = None\n self.change(unit_changed=True)\n\n @property\n def layer(self) -> str:\n \"\"\"The name of the currently selected layer.\n \"\"\"\n return None if self._layer is None else self._layer['name']\n\n @layer.setter\n def layer(self, name: str) -> None:\n \"\"\"Set the currently selected layer.\n \"\"\"\n self.set_layer(name)\n\n @property\n\n ... [11 more functiondefs truncated] ..."}]
| false
| null | null | null |
86f7e1041ab1f4accc4c1f71bcc457ad4e75b7b3
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright 2014-2016 OpenMarket Ltd # Copyright 2018-2019 New Vector Ltd # Copyright 2019 The Matrix.org Foundation C.I.C. # # 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 itertools import logging from collections import Counter as c_counter, OrderedDict, deque, namedtuple from functools import wraps from six import iteritems, text_type from six.moves import range from canonicaljson import json from prometheus_client import Counter, Histogram from twisted.internet import defer import synapse.metrics from synapse.api.constants import EventTypes from synapse.api.errors import SynapseError from synapse.events import EventBase # noqa: F401 from synapse.events.snapshot import EventContext # noqa: F401 from synapse.metrics import BucketCollector from synapse.metrics.background_process_metrics import run_as_background_process from synapse.state import StateResolutionStore from synapse.storage.background_updates import BackgroundUpdateStore from synapse.storage.event_federation import EventFederationStore from synapse.storage.events_worker import EventsWorkerStore from synapse.storage.state import StateGroupWorkerStore from synapse.types import RoomStreamToken, get_domain_from_id from synapse.util import batch_iter from synapse.util.async_helpers import ObservableDeferred from synapse.util.caches.descriptors import cached, cachedInlineCallbacks from synapse.util.frozenutils import frozendict_json_encoder from synapse.util.logcontext import PreserveLoggingContext, make_deferred_yieldable from synapse.util.logutils import log_function from synapse.util.metrics import Measure def encode_json(json_object): """ Encode a Python object as JSON and return it in a Unicode string. """ out = frozendict_json_encoder.encode(json_object) if isinstance(out, bytes): out = out.decode("utf8") return out class _EventPeristenceQueue(object): """Queues up events so that they can be persisted in bulk with only one concurrent transaction per room. """ _EventPersistQueueItem = namedtuple( "_EventPersistQueueItem", ("events_and_contexts", "backfilled", "deferred") ) def __init__(self):
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 53 • Block at line 71 has no body - expected indented block • IndentationError at line 71 Fix: Close the string literal with matching quote
|
advanced
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testing
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error_detection
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Pythoncode:Python
| 2
| 1
| 2,694
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Copyright 2014-2016 OpenMarket Ltd\n# Copyright 2018-2019 New Vector Ltd\n# Copyright 2019 The Matrix.org Foundation C.I.C.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimport itertools\nimport logging\nfrom collections import Counter as c_counter, OrderedDict, deque, namedtuple\nfrom functools import wraps\n\nfrom six import iteritems, text_type\nfrom six.moves import range\n\nfrom canonicaljson import json\nfrom prometheus_client import Counter, Histogram\n\nfrom twisted.internet import defer\n\nimport synapse.metrics\nfrom synapse.api.constants import EventTypes\nfrom synapse.api.errors import SynapseError\nfrom synapse.events import EventBase # noqa: F401\nfrom synapse.events.snapshot import EventContext # noqa: F401\nfrom synapse.metrics import BucketCollector\nfrom synapse.metrics.background_process_metrics import run_as_background_process\nfrom synapse.state import StateResolutionStore\nfrom synapse.storage.background_updates import BackgroundUpdateStore\nfrom synapse.storage.event_federation import EventFederationStore\nfrom synapse.storage.events_worker import EventsWorkerStore\nfrom synapse.storage.state import StateGroupWorkerStore\nfrom synapse.types import RoomStreamToken, get_domain_from_id\nfrom synapse.util import batch_iter\nfrom synapse.util.async_helpers import ObservableDeferred\nfrom synapse.util.caches.descriptors import cached, cachedInlineCallbacks\nfrom synapse.util.frozenutils import frozendict_json_encoder\nfrom synapse.util.logcontext import PreserveLoggingContext, make_deferred_yieldable\nfrom synapse.util.logutils import log_function\nfrom synapse.util.metrics import Measure\n\ndef encode_json(json_object):\n \"\"\"\n Encode a Python object as JSON and return it in a Unicode string.\n \"\"\"\n out = frozendict_json_encoder.encode(json_object)\n if isinstance(out, bytes):\n out = out.decode(\"utf8\")\n return out\n\n\nclass _EventPeristenceQueue(object):\n \"\"\"Queues up events so that they can be persisted in bulk with only one\n concurrent transaction per room.\n \"\"\"\n\n _EventPersistQueueItem = namedtuple(\n \"_EventPersistQueueItem\", (\"events_and_contexts\", \"backfilled\", \"deferred\")\n )\n\n def __init__(self):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unterminated string literal at line 53\n \u2022 Block at line 71 has no body - expected indented block\n \u2022 IndentationError at line 71\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
86f8485704c303133a8ffd7f513a5c4076214c94
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright 2017 Google Inc. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. class MetricsManager(object): """Acts as factory for specialized BaseMetricsRegistry singleton.""" __metrics_registry = None @staticmethod def singleton(): """Returns the BaseMetricsRegistry once startup_metrics is called.""" if MetricsManager.__metrics_registry is None: ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: raise Exception('startup_metrics was not called.') return MetricsManager.__metrics_registry @staticmethod def init_argument_parser(parser, defaults):
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 886
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright 2017 Google Inc. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nclass MetricsManager(object):\n \"\"\"Acts as factory for specialized BaseMetricsRegistry singleton.\"\"\"\n\n __metrics_registry = None\n\n @staticmethod\n def singleton():\n \"\"\"Returns the BaseMetricsRegistry once startup_metrics is called.\"\"\"\n if MetricsManager.__metrics_registry is None:\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 raise Exception('startup_metrics was not called.')\n return MetricsManager.__metrics_registry\n\n @staticmethod\n def init_argument_parser(parser, defaults):"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
86f92c20143e35ec634b684ad280aeb864a0957c
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # coding=utf-8 # Copyright 2014 Pants project contributors (see CONTRIBUTORS.md). # Licensed under the Apache License, Version 2.0 (see LICENSE). from __future__ import (nested_scopes, generators, division, absolute_import, with_statement, class AaptBuilder(AaptTask): """Build an android bundle with compiled code and assets. This class gathers compiled classes (an Android dex archive) and packages it with the target's resource files. The output is an unsigned .apk, an Android application package file. """ @classmethod def product_types(cls): return ['apk'] @staticmethod def is_app(target): return isinstance(target, AndroidBinary) def __init__(self, *args, **kwargs): super(AaptBuilder, self).__init__(*args, **kwargs) def prepare(self, round_manager): round_manager.require_data('dex') def render_args(self, target, resource_dir, inputs): args = [] # Glossary of used aapt flags. Aapt handles a ton of action, this will continue to expand. # : 'package' is the main aapt operation (see class docstring for more info). # : '-M' is the AndroidManifest.xml of the project. # : '-S' points to the resource_dir to "spider" down while collecting resources. # : '-I' packages to add to base "include" set, here the android.jar of the target-sdk. # : '--ignored-assets' patterns for the aapt to skip. This is the default w/ 'BUILD*' added. # : '-F' The name and location of the .apk file to output # : additional positional arguments are treated as input directories to gather files from. args.extend([self.aapt_tool(target.build_tools_version)]) args.extend(['package', '-M', target.manifest]) args.extend(['-S']) args.extend(resource_dir) args.extend(['-I', self.android_jar_tool(target.target_sdk)]) args.extend(['--ignore-assets', self.ignored_assets]) args.extend(['-F', os.path.join(self.workdir, target.app_name + '-unsigned.apk')]) args.extend(inputs) log.debug('Executing: {0}'.format(args)) return args def execute(self): safe_mkdir(self.workdir) # TODO(mateor) map stderr and stdout to workunit streams (see CR 859) with self.context.new_workunit(name='apk-bundle', labels=[WorkUnit.MULTITOOL]): targets = self.context.targets(self.is_app) with self.invalidated(targets) as invalidation_check: invalid_targets = [] for vt in invalidation_check.invalid_vts: invalid_targets.extend(vt.targets) for target in invalid_targets: # 'input_dirs' is the folder containing the Android dex file input_dirs = [] # 'gen_out' holds resource folders (e.g. 'res') gen_out = [] mapping = self.context.products.get('dex') for basedir in mapping.get(target): input_dirs.append(basedir) ... [1 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 7 Unclosed '(' at line 5 - expected ')' SyntaxError: '(' was never closed at line 5 ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 💡 Suggestions: Complete the expression on the last line Add closing quote at line 7 Add closing ')' bracket
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 6
| 1
| 2,894
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2014 Pants project contributors (see CONTRIBUTORS.md).\n# Licensed under the Apache License, Version 2.0 (see LICENSE).\n\nfrom __future__ import (nested_scopes, generators, division, absolute_import, with_statement,\nclass AaptBuilder(AaptTask):\n \"\"\"Build an android bundle with compiled code and assets.\n\n This class gathers compiled classes (an Android dex archive) and packages it with the\n target's resource files. The output is an unsigned .apk, an Android application package file.\n \"\"\"\n @classmethod\n def product_types(cls):\n return ['apk']\n\n @staticmethod\n def is_app(target):\n return isinstance(target, AndroidBinary)\n\n def __init__(self, *args, **kwargs):\n super(AaptBuilder, self).__init__(*args, **kwargs)\n\n def prepare(self, round_manager):\n round_manager.require_data('dex')\n\n def render_args(self, target, resource_dir, inputs):\n args = []\n\n # Glossary of used aapt flags. Aapt handles a ton of action, this will continue to expand.\n # : 'package' is the main aapt operation (see class docstring for more info).\n # : '-M' is the AndroidManifest.xml of the project.\n # : '-S' points to the resource_dir to \"spider\" down while collecting resources.\n # : '-I' packages to add to base \"include\" set, here the android.jar of the target-sdk.\n # : '--ignored-assets' patterns for the aapt to skip. This is the default w/ 'BUILD*' added.\n # : '-F' The name and location of the .apk file to output\n # : additional positional arguments are treated as input directories to gather files from.\n args.extend([self.aapt_tool(target.build_tools_version)])\n args.extend(['package', '-M', target.manifest])\n args.extend(['-S'])\n args.extend(resource_dir)\n args.extend(['-I', self.android_jar_tool(target.target_sdk)])\n args.extend(['--ignore-assets', self.ignored_assets])\n args.extend(['-F', os.path.join(self.workdir, target.app_name + '-unsigned.apk')])\n args.extend(inputs)\n log.debug('Executing: {0}'.format(args))\n return args\n\n def execute(self):\n safe_mkdir(self.workdir)\n # TODO(mateor) map stderr and stdout to workunit streams (see CR 859)\n with self.context.new_workunit(name='apk-bundle', labels=[WorkUnit.MULTITOOL]):\n targets = self.context.targets(self.is_app)\n with self.invalidated(targets) as invalidation_check:\n invalid_targets = []\n for vt in invalidation_check.invalid_vts:\n invalid_targets.extend(vt.targets)\n for target in invalid_targets:\n # 'input_dirs' is the folder containing the Android dex file\n input_dirs = []\n # 'gen_out' holds resource folders (e.g. 'res')\n gen_out = []\n mapping = self.context.products.get('dex')\n for basedir in mapping.get(target):\n input_dirs.append(basedir)\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 7\n Unclosed '(' at line 5 - expected ')'\n SyntaxError: '(' was never closed at line 5\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 7\n Add closing ')' bracket"}]
| false
| null | null | null |
86f9d5c800a3592d64ffbc26d845ced72a00288c
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # coding=utf-8 # Copyright 2020 The Google Research Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. class ApproximatePageRank(object): """APR main lib which is used to wrap functions around ppr algo.""" def __init__(self): self.data = CsrData() self.data.load_csr_data( full_wiki=FLAGS.full_wiki, files_dir=FLAGS.apr_files_dir) def get_topk_extracted_ent(self, seeds, alpha, topk): """Extract topk entities given seeds. Args: seeds: An Ex1 vector with weight on every seed entity alpha: probability for PPR topk: max top entities to extract Returns: extracted_ents: list of selected entities extracted_scores: list of scores of selected entities """ ppr_scores = csr_personalized_pagerank(seeds, self.data.adj_mat_t_csr, alpha) sorted_idx = np.argsort(ppr_scores)[::-1] extracted_ents = sorted_idx[:topk] extracted_scores = ppr_scores[sorted_idx[:topk]] # Check for really low values # Get idx of First value < 1e-6, limit extracted ents till there zero_idx = np.where(ppr_scores[extracted_ents] < 1e-6)[0] if zero_idx.shape[0] > 0: extracted_ents = extracted_ents[:zero_idx[0]] return extracted_ents, extracted_scores ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 25 Invalid syntax at line 50: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 ✨ Improvements: Complete the expression on the last line Add closing quote at line 25 Review syntax near the error location
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advanced
|
api
|
code_review
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Pythoncode:Python
| 2
| 1
| 1,833
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2020 The Google Research Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nclass ApproximatePageRank(object):\n \"\"\"APR main lib which is used to wrap functions around ppr algo.\"\"\"\n\n def __init__(self):\n self.data = CsrData()\n self.data.load_csr_data(\n full_wiki=FLAGS.full_wiki, files_dir=FLAGS.apr_files_dir)\n\n def get_topk_extracted_ent(self, seeds, alpha, topk):\n \"\"\"Extract topk entities given seeds.\n\n Args:\n seeds: An Ex1 vector with weight on every seed entity\n alpha: probability for PPR\n topk: max top entities to extract\n Returns:\n extracted_ents: list of selected entities\n extracted_scores: list of scores of selected entities\n \"\"\"\n ppr_scores = csr_personalized_pagerank(seeds, self.data.adj_mat_t_csr,\n alpha)\n sorted_idx = np.argsort(ppr_scores)[::-1]\n extracted_ents = sorted_idx[:topk]\n extracted_scores = ppr_scores[sorted_idx[:topk]]\n\n # Check for really low values\n # Get idx of First value < 1e-6, limit extracted ents till there\n zero_idx = np.where(ppr_scores[extracted_ents] < 1e-6)[0]\n if zero_idx.shape[0] > 0:\n extracted_ents = extracted_ents[:zero_idx[0]]\n\n return extracted_ents, extracted_scores\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 25\n Invalid syntax at line 50: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 25\n Review syntax near the error location"}]
| false
| null | null | null |
86fafa9c771d30389c672ab69f2d0d2991d82592
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import os import sys import time from IPython.display import Image import matplotlib.pyplot as plt import numpy as np import pandas as pd import seaborn as sb def enforce_sun_constraint(plan,sun_constraint): """ Force plan to be 0 where sun requirements for plant and bed do not match. """ return plan*sun_constraint def enforce_per
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 11 • Invalid syntax at line 16: def enforce_per Fixes: • Complete the expression on the last line • Add closing quote at line 11 • Review syntax near the error location
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intermediate
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ui
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syntax_repair
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Pythoncode:Python
| 4
| 0
| 351
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport os\nimport sys\nimport time\n\nfrom IPython.display import Image\nimport matplotlib.pyplot as plt\nimport numpy as np\nimport pandas as pd\nimport seaborn as sb\ndef enforce_sun_constraint(plan,sun_constraint):\n \"\"\"\n Force plan to be 0 where sun requirements for plant and bed do not match. \n \"\"\"\n return plan*sun_constraint\n\ndef enforce_per"}, {"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 11\n \u2022 Invalid syntax at line 16: def enforce_per\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 11\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
86fc7c6a00ab6863dd9ce69648b4b5568994e8af
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import warnings from collections import OrderedDict from distutils.version import LooseVersion from functools import partial from inspect import isclass from typing import Callable, Optional, Dict, Union import numpy as np import torch import tqdm from torch import Tensor, nn from torch.nn import functional as F from adv_lib.distances.lp_norms import l0_distances, l1_distances, l2_distances, linf_distances from adv_lib.utils import ForwardCounter, BackwardCounter, predict_inputs def generate_random_targets(labels: Tensor, num_classes: int) -> Tensor: """ Generates one random target in (num_classes - 1) possibilities for each label that is different from the original label. Parameters ---------- labels: Tensor Original labels. Generated targets will be different from labels. num_classes: int Number of classes to generate the random targets from. # Complete this line ------- targets: Tensor Random target for each label. Has the same shape as labels. """ random = torch.rand(len(labels), num_classes, device=labels.device, dtype=torch.float) random.scatter_(1, labels.unsqueeze(-1), 0) return random.argmax(1) def get_all_targets(labels: Tensor, num_classes: int): """ Generates all possible targets that are different from the original labels. Parameters ---------- labels: Tensor Original labels. Generated targets will be different from labels. num_classes: int Number of classes to generate the random targets from. Returns ------- targets: Tensor Random targets for each label. shape: (len(labels), num_classes - 1). """ all_possible_targets = torch.zeros(len(labels), num_classes - 1, dtype=torch.long) all_classes = set(range(num_classes)) for i in range(len(labels)): this_label = labels[i].item() other_labels = list(all_classes.difference({this_label})) all_possible_targets[i] = torch.tensor(other_labels) return all_possible_targets ... [3 more functiondefs truncated] ...
|
The missing line is: Returns
|
intermediate
|
database
|
fill_in_the_blank
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Pythoncode:Python
| 2
| 0
| 2,089
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport warnings\nfrom collections import OrderedDict\nfrom distutils.version import LooseVersion\nfrom functools import partial\nfrom inspect import isclass\nfrom typing import Callable, Optional, Dict, Union\n\nimport numpy as np\nimport torch\nimport tqdm\nfrom torch import Tensor, nn\nfrom torch.nn import functional as F\n\nfrom adv_lib.distances.lp_norms import l0_distances, l1_distances, l2_distances, linf_distances\nfrom adv_lib.utils import ForwardCounter, BackwardCounter, predict_inputs\n\n\ndef generate_random_targets(labels: Tensor, num_classes: int) -> Tensor:\n \"\"\"\n Generates one random target in (num_classes - 1) possibilities for each label that is different from the original\n label.\n\n Parameters\n ----------\n labels: Tensor\n Original labels. Generated targets will be different from labels.\n num_classes: int\n Number of classes to generate the random targets from.\n\n # Complete this line\n -------\n targets: Tensor\n Random target for each label. Has the same shape as labels.\n\n \"\"\"\n random = torch.rand(len(labels), num_classes, device=labels.device, dtype=torch.float)\n random.scatter_(1, labels.unsqueeze(-1), 0)\n return random.argmax(1)\n\n\ndef get_all_targets(labels: Tensor, num_classes: int):\n \"\"\"\n Generates all possible targets that are different from the original labels.\n\n Parameters\n ----------\n labels: Tensor\n Original labels. Generated targets will be different from labels.\n num_classes: int\n Number of classes to generate the random targets from.\n\n Returns\n -------\n targets: Tensor\n Random targets for each label. shape: (len(labels), num_classes - 1).\n\n \"\"\"\n all_possible_targets = torch.zeros(len(labels), num_classes - 1, dtype=torch.long)\n all_classes = set(range(num_classes))\n for i in range(len(labels)):\n this_label = labels[i].item()\n other_labels = list(all_classes.difference({this_label}))\n all_possible_targets[i] = torch.tensor(other_labels)\n\n return all_possible_targets\n\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n Returns"}]
| false
| null | null | null |
86fca5740e3caf795c7b7090059ab5992cec0e59
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python # Filename: polygons_cd """ introduction: compare two polygons in to shape file authors: Huang Lingcao email:huanglingcao@gmail.com add time: 26 February, 2020 """ import sys,os from optparse import OptionParser # added path of DeeplabforRS sys.path.insert(0, os.path.expanduser('~/codes/PycharmProjects/DeeplabforRS')) import basic_src.io_function as io_function import basic_src.basic as basic import basic_src.map_projection as map_projection import parameters import polygons_cd_multi import polygons_cd def main(options, args): old_shp_path = args[0] new_shp_path = args[1] # check files do exist assert io_function.is_file_exist(new_shp_path) assert io_function.is_file_exist(old_shp_path) # check projection of the shape file, should be the same old_shp_proj4 = map_projection.get_raster_or_vector_srs_info_proj4(old_shp_path) new_shp_proj4 = map_projection.get_raster_or_vector_srs_info_proj4(new_shp_path) if old_shp_proj4 != new_shp_proj4: raise ValueError('error, projection insistence between %s and %s' % (old_shp_proj4, new_shp_proj4)) main_shp_name = polygons_cd_multi.get_main_shp_name(old_shp_path,new_shp_path) # conduct change detection if options.output is not None: Error: IndentationError / Expected indented block
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Fixed Code: #!/usr/bin/env python # Filename: polygons_cd """ introduction: compare two polygons in to shape file authors: Huang Lingcao email:huanglingcao@gmail.com add time: 26 February, 2020 """ import sys,os from optparse import OptionParser # added path of DeeplabforRS sys.path.insert(0, os.path.expanduser('~/codes/PycharmProjects/DeeplabforRS')) import basic_src.io_function as io_function import basic_src.basic as basic import basic_src.map_projection as map_projection import parameters Explanation: Add body to If block or use 'pass' statement
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intermediate
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testing
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error_fixing
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Pythoncode:Python
| 1
| 0
| 1,276
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n# Filename: polygons_cd \n\"\"\"\nintroduction: compare two polygons in to shape file\n\nauthors: Huang Lingcao\nemail:huanglingcao@gmail.com\nadd time: 26 February, 2020\n\"\"\"\n\nimport sys,os\nfrom optparse import OptionParser\n\n# added path of DeeplabforRS\nsys.path.insert(0, os.path.expanduser('~/codes/PycharmProjects/DeeplabforRS'))\nimport basic_src.io_function as io_function\nimport basic_src.basic as basic\nimport basic_src.map_projection as map_projection\nimport parameters\n\nimport polygons_cd_multi\nimport polygons_cd\n\ndef main(options, args):\n\n old_shp_path = args[0]\n new_shp_path = args[1]\n\n # check files do exist\n assert io_function.is_file_exist(new_shp_path)\n assert io_function.is_file_exist(old_shp_path)\n\n # check projection of the shape file, should be the same\n old_shp_proj4 = map_projection.get_raster_or_vector_srs_info_proj4(old_shp_path)\n new_shp_proj4 = map_projection.get_raster_or_vector_srs_info_proj4(new_shp_path)\n\n if old_shp_proj4 != new_shp_proj4:\n raise ValueError('error, projection insistence between %s and %s' % (old_shp_proj4, new_shp_proj4))\n\n main_shp_name = polygons_cd_multi.get_main_shp_name(old_shp_path,new_shp_path)\n\n # conduct change detection\n if options.output is not None:\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n# Filename: polygons_cd \n\"\"\"\nintroduction: compare two polygons in to shape file\n\nauthors: Huang Lingcao\nemail:huanglingcao@gmail.com\nadd time: 26 February, 2020\n\"\"\"\n\nimport sys,os\nfrom optparse import OptionParser\n\n# added path of DeeplabforRS\nsys.path.insert(0, os.path.expanduser('~/codes/PycharmProjects/DeeplabforRS'))\nimport basic_src.io_function as io_function\nimport basic_src.basic as basic\nimport basic_src.map_projection as map_projection\nimport parameters\n\n\n Explanation: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
86fd1a571a9b46918806e9e8e71337c7e3431481
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class Car(object): """ Car class that can be used to instantiate various vehicles. It takes in arguments that depict the type, model, and name of the vehicle """ def __init__(self, name="General", model="GM", car_type="saloon"): num_of_wheels = 4 num_of_doors = 4 if car_type == "trailer": num_of_wheels = 8 if name == "Porshe" or name == "Koenigsegg": num_of_doors = 2 self.name = name self.model = model self.type = car_type self.num_of_doors = num_of_doors
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self.num_of_wheels = num_of_wheels self.speed = 0 def drive(self, gear): if self.type == "trailer": self.speed = gear * 77 / 7 elif self.type == "saloon": self.speed = gear * 1000 / 3 return self def is_saloon(self): return self.type == 'saloon'
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advanced
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machine_learning
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code_completion
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Pythoncode:Python
| 3
| 1
| 919
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass Car(object):\n \"\"\"\n Car class that can be used to instantiate various vehicles.\n It takes in arguments that depict the type, model, and name\n of the vehicle\n \"\"\"\n\n def __init__(self, name=\"General\", model=\"GM\", car_type=\"saloon\"):\n\n num_of_wheels = 4\n num_of_doors = 4\n\n if car_type == \"trailer\":\n num_of_wheels = 8\n\n if name == \"Porshe\" or name == \"Koenigsegg\":\n num_of_doors = 2\n\n self.name = name\n self.model = model\n self.type = car_type\n self.num_of_doors = num_of_doors"}, {"role": "assistant", "content": "\n self.num_of_wheels = num_of_wheels\n self.speed = 0\n\n def drive(self, gear):\n\n if self.type == \"trailer\":\n self.speed = gear * 77 / 7\n elif self.type == \"saloon\":\n self.speed = gear * 1000 / 3\n\n return self\n\n def is_saloon(self):\n return self.type == 'saloon'"}]
| false
| null | null | null |
86fdb0073cd3ede47fd363784958394b48bca5e1
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import tensorflow as tf # Convert the model. converter = tf.lite.TFLiteConverter.from_saved_model('model.py') tflite_model = converter.convert() open("trash_ai.tflite", "wb").write(tflite_model)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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beginner
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machine_learning
|
refactoring
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Pythoncode:Python
| 0
| 0
| 195
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport tensorflow as tf\n\n# Convert the model.\nconverter = tf.lite.TFLiteConverter.from_saved_model('model.py')\ntflite_model = converter.convert()\nopen(\"trash_ai.tflite\", \"wb\").write(tflite_model)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
86ff60feba2c3198cb1453cbf355794a3010628a
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from django_cron import CronJobBase, Schedule from .models import Link from django.utils import timezone class MyCronJob(CronJobBase): RUN_EVERY_MINS = 1 # every 2 hours schedule = Schedule(run_every_mins=RUN_EVERY_MINS) code = 'basicapp.cron' # a unique code def do(self): current_time = timezone.now() links = Link.objects.all()
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for obj in links: print("Checking last hit date for: ", obj.shortenURL) delta = current_time - obj.last_hit if delta.days > 2: print('link is older than 2 days, DELETING!') obj.delete() else: print('link was recently hit, Wont Delete.')
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advanced
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machine_learning
|
code_completion
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Pythoncode:Python
| 1
| 1
| 711
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom django_cron import CronJobBase, Schedule\nfrom .models import Link\nfrom django.utils import timezone\n\nclass MyCronJob(CronJobBase):\n RUN_EVERY_MINS = 1 # every 2 hours\n\n schedule = Schedule(run_every_mins=RUN_EVERY_MINS)\n code = 'basicapp.cron' # a unique code\n\n def do(self):\n current_time = timezone.now()\n links = Link.objects.all()"}, {"role": "assistant", "content": "\n for obj in links:\n print(\"Checking last hit date for: \", obj.shortenURL)\n delta = current_time - obj.last_hit\n if delta.days > 2:\n print('link is older than 2 days, DELETING!')\n obj.delete()\n else:\n print('link was recently hit, Wont Delete.')"}]
| false
| null | null | null |
86ffc174e23653c3f067117004b1a24f8234310f
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # coding: utf8 """ weasyprint.tests.stacking ------------------------- :copyright: Copyright 2011-2012 Simon Sapin and contributors, see AUTHORS. :license: BSD, see LICENSE for details. """ from __future__ import division, unicode_literals from ..stacking import StackingContext from .test_boxes import serialize from .test_layout import parse from .testing_utils import assert_no_logs def to_lists(page): html, = page.children return serialize_stacking(StackingContext.from_box(html, page)) def serialize_box(box): return '%s %s' % (box.element_tag, box.sourceline) def serialize_stacking(context): return ( serialize_box(context.box), [serialize_box(b) for b in context.blocks_and_cells], [serialize_stacking(c) for c in context.zero_z_contexts], ) @assert_no_logs def test_nested(): page, = parse('''\ <p id=lorem></p> # Complete this line <p id=lipsum></p> </p> ''') assert to_lists(page) == ( 'html 1', ['body 1', 'p 1'], [( 'div 2', ['p 3'], [])]) page, = parse('''\ <div style="position: relative"> <p style="position: relative"></p> </div> ''') assert to_lists(page) == ( 'html 1', ['body 1'], [('div 1', [], []), # In this order ('p 2', [], [])]) @assert_no_logs def test_image_contexts(): page, = parse(''' <body>Some text: <img style="position: relative" src=pattern.png>''') html, = page.children context = StackingContext.from_box(html, page) # The image is *not* in this context: assert serialize([context.box]) == [ ('html', 'Block', [ ('body', 'Block', [ ('body', 'Line', [ ('body', 'Text', 'Some text: ')])])])] # ... but in a sub-context: assert serialize(c.box for c in context.zero_z_contexts) == [ ('img', 'InlineReplaced', '<replaced>')]
|
The missing line is: <div style="position: relative">
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intermediate
|
testing
|
fill_in_the_blank
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Pythoncode:Python
| 5
| 0
| 2,029
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# coding: utf8\n\"\"\"\n weasyprint.tests.stacking\n -------------------------\n\n :copyright: Copyright 2011-2012 Simon Sapin and contributors, see AUTHORS.\n :license: BSD, see LICENSE for details.\n\n\"\"\"\n\nfrom __future__ import division, unicode_literals\n\nfrom ..stacking import StackingContext\nfrom .test_boxes import serialize\nfrom .test_layout import parse\nfrom .testing_utils import assert_no_logs\n\n\ndef to_lists(page):\n html, = page.children\n return serialize_stacking(StackingContext.from_box(html, page))\n\n\ndef serialize_box(box):\n return '%s %s' % (box.element_tag, box.sourceline)\n\n\ndef serialize_stacking(context):\n return (\n serialize_box(context.box),\n [serialize_box(b) for b in context.blocks_and_cells],\n [serialize_stacking(c) for c in context.zero_z_contexts],\n )\n\n\n@assert_no_logs\ndef test_nested():\n page, = parse('''\\\n <p id=lorem></p>\n # Complete this line\n <p id=lipsum></p>\n </p>\n ''')\n assert to_lists(page) == (\n 'html 1',\n ['body 1', 'p 1'],\n [(\n 'div 2',\n ['p 3'],\n [])])\n\n page, = parse('''\\\n <div style=\"position: relative\">\n <p style=\"position: relative\"></p>\n </div>\n ''')\n assert to_lists(page) == (\n 'html 1',\n ['body 1'],\n [('div 1', [], []), # In this order\n ('p 2', [], [])])\n\n\n@assert_no_logs\ndef test_image_contexts():\n page, = parse('''\n <body>Some text: <img style=\"position: relative\" src=pattern.png>''')\n html, = page.children\n context = StackingContext.from_box(html, page)\n # The image is *not* in this context:\n assert serialize([context.box]) == [\n ('html', 'Block', [\n ('body', 'Block', [\n ('body', 'Line', [\n ('body', 'Text', 'Some text: ')])])])]\n # ... but in a sub-context:\n assert serialize(c.box for c in context.zero_z_contexts) == [\n ('img', 'InlineReplaced', '<replaced>')]"}, {"role": "assistant", "content": "The missing line is:\n <div style=\"position: relative\">"}]
| false
| null | null | null |
810028e77fa49197f58461ee88815f3bf00eba42
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.shortcuts import render from django.contrib.auth.models import User from django.contrib.auth.decorators import login_required from sesame import utils from django.core.mail import send_mail def login_page(request): if request.method == "POST": email = request.POST.get("emailId") user = User.objects.get(email=email) login_token = utils.get_query_string(user) login_link = "http://127.0.0.1:8000/customers/{}".format(login_token html_message = """ <p>Hi there,</p> <p>Here is your <a href="{}">magic link</a> </p> <p>Thanks,</p> <p>Django Admin</p> """.format(login_link) send_mail( 'Django Magic Link', html_message, 'wishlist@kissflow.com', [email], fail_silently=False, html_message = html_message ) return render(request, "login.html", context={"message":"Please check your email for magic link."}) return render(request, "login.html") @login_required def customers_home_page(request): return render(request, "customers/index.html")
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 15 • Unclosed '(' at line 13 - expected ')' • SyntaxError: '(' was never closed at line 13 Fixes: • Add closing quote at line 15 • Add closing ')' bracket • Review code syntax
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intermediate
|
api
|
syntax_repair
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Pythoncode:Python
| 2
| 0
| 1,136
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.shortcuts import render\nfrom django.contrib.auth.models import User\nfrom django.contrib.auth.decorators import login_required\nfrom sesame import utils\nfrom django.core.mail import send_mail\n\n\ndef login_page(request):\n if request.method == \"POST\":\n email = request.POST.get(\"emailId\")\n user = User.objects.get(email=email)\n login_token = utils.get_query_string(user)\nlogin_link = \"http://127.0.0.1:8000/customers/{}\".format(login_token\n\n html_message = \"\"\"\n <p>Hi there,</p>\n <p>Here is your <a href=\"{}\">magic link</a> </p>\n <p>Thanks,</p>\n <p>Django Admin</p>\n \"\"\".format(login_link)\n\n send_mail(\n 'Django Magic Link',\n html_message,\n 'wishlist@kissflow.com',\n [email],\n fail_silently=False,\n html_message = html_message\n )\n return render(request, \"login.html\", context={\"message\":\"Please check your email for magic link.\"})\n\n return render(request, \"login.html\")\n\n@login_required\ndef customers_home_page(request):\n return render(request, \"customers/index.html\")"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 15\n \u2022 Unclosed '(' at line 13 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 13\n\n Fixes:\n \u2022 Add closing quote at line 15\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
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syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
8100832c0d5bc42056a44079c84eec3ee522ecd0
|
TheStack--python--000.parquet
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Review this Pythoncode:Python code: from .custom_check import CustomCheck, CustomCheckError from typing import Any, List import logging class DSSParameterError(Exception): """Exception raised when at least one CustomCheck fails.""" pass class DSSParameter: """Object related to one parameter. It is mainly used for checks to run in backend for custom forms. Attributes: name(str): Name of the parameter value(Any): Value of the parameter checks(list[dict], optional): Checks to run on provided value required(bool, optional): Whether the value can be None """ def __init__( self, name: str, value: Any, checks: List[dict] = None, required: bool = False ): """Initialization method for the DSSParameter class Args: name(str): Name of the parameter value(Any): Value of the parameter checks(list[dict], optional): Checks to run on provided value required(bool, optional): Whether the value can be None """ if checks is None: checks = [] self.name = name self.value = value self.checks = [CustomCheck(**check) for check in checks] if required: self.checks.append(CustomCheck(type="exists")) self.run_checks() def run_checks(self): """Runs all checks provided for this parameter""" errors = [] for check in self.checks: try: check.run(self.value) except CustomCheckError as err: errors.append(err) if errors: self.handle_failure(errors) self.handle_success() def handle_failure(self, errors: List[CustomCheckError]): """Is called when at least one test fails. It will raise an Exception with understandable text Args: errors(list[CustomCheckError]: Errors met when running checks Raises: DSSParameterError: Raises if at least on check fails """ raise DSSParameterError(self.format_failure_message(errors)) def format_failure_message(self, errors: List[CustomCheckError]) -> str: """Format failure text Args: errors(list[CustomCheckError]: Errors met when running checks Returns: str: Formatted error message """ return """ Error for parameter \"{name}\" : {errors} """.format( name=self.name, errors="\n".join(["\t {}".format(e) for e in errors]) ) def handle_success(self): """Called if all checks are successful. Prints a success message""" self.print_success_message() def print_success_message(self): """Formats the succee message""" logger.info("All checks have been successfully done for {}.".format(self.name)) ... [2 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 13 Unclosed '(' at line 55 - expected ')' Unclosed '(' at line 64 - expected ')' Invalid syntax at line 84: ... [2 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 14 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 25 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 38 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 46 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 54 Unexpected indentation at line 56 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 63 Unexpected indentation at line 65 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 77 Unexpected indentation at line 81 ✨ Improvements: Complete the expression on the last line Add closing quote at line 13 Add closing ')' bracket Add closing ')' bracket Review syntax near the error location
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advanced
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testing
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code_review
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Pythoncode:Python
| 6
| 2
| 2,881
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom .custom_check import CustomCheck, CustomCheckError\nfrom typing import Any, List\n\nimport logging\n\nclass DSSParameterError(Exception):\n \"\"\"Exception raised when at least one CustomCheck fails.\"\"\"\n\n pass\n\n\nclass DSSParameter:\n \"\"\"Object related to one parameter. It is mainly used for checks to run in backend for custom forms.\n Attributes:\n name(str): Name of the parameter\n value(Any): Value of the parameter\n checks(list[dict], optional): Checks to run on provided value\n required(bool, optional): Whether the value can be None\n \"\"\"\n\n def __init__(\n self, name: str, value: Any, checks: List[dict] = None, required: bool = False\n ):\n \"\"\"Initialization method for the DSSParameter class\n Args:\n name(str): Name of the parameter\n value(Any): Value of the parameter\n checks(list[dict], optional): Checks to run on provided value\n required(bool, optional): Whether the value can be None\n \"\"\"\n if checks is None:\n checks = []\n self.name = name\n self.value = value\n self.checks = [CustomCheck(**check) for check in checks]\n if required:\n self.checks.append(CustomCheck(type=\"exists\"))\n self.run_checks()\n\n def run_checks(self):\n \"\"\"Runs all checks provided for this parameter\"\"\"\n errors = []\n for check in self.checks:\n try:\n check.run(self.value)\n except CustomCheckError as err:\n errors.append(err)\n if errors:\n self.handle_failure(errors)\n self.handle_success()\n\n def handle_failure(self, errors: List[CustomCheckError]):\n \"\"\"Is called when at least one test fails. It will raise an Exception with understandable text\n Args:\n errors(list[CustomCheckError]: Errors met when running checks\n Raises:\n DSSParameterError: Raises if at least on check fails\n \"\"\"\n raise DSSParameterError(self.format_failure_message(errors))\n\n def format_failure_message(self, errors: List[CustomCheckError]) -> str:\n \"\"\"Format failure text\n Args:\n errors(list[CustomCheckError]: Errors met when running checks\n Returns:\n str: Formatted error message\n \"\"\"\n return \"\"\"\n Error for parameter \\\"{name}\\\" :\n {errors}\n \"\"\".format(\n name=self.name, errors=\"\\n\".join([\"\\t {}\".format(e) for e in errors])\n )\n\n def handle_success(self):\n \"\"\"Called if all checks are successful. Prints a success message\"\"\"\n self.print_success_message()\n\n def print_success_message(self):\n \"\"\"Formats the succee message\"\"\"\n logger.info(\"All checks have been successfully done for {}.\".format(self.name))\n\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 Unterminated string literal at line 13\n Unclosed '(' at line 55 - expected ')'\n Unclosed '(' at line 64 - expected ')'\n Invalid syntax at line 84: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 14\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 25\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 38\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 46\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 54\n Unexpected indentation at line 56\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 63\n Unexpected indentation at line 65\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 77\n Unexpected indentation at line 81\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 13\n Add closing ')' bracket\n Add closing ')' bracket\n Review syntax near the error location"}]
| false
| null | null | null |
81014d9aa2fe1551a160b448cdc227329bca693d
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TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/python2.4 # Copyright (C) 2008 Google Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def read_csv(s, cols): csv_dialect = csv.Sniffer().sniff(s[0]) reader = csv.reader(s, csv_dialect) header = next(reader) col_index = [-1] * len(cols) for i in range(len(cols)): if cols[i] in header: col_index[i] = header.index(cols[i]) for row in reader: result = [None] * len(cols) for i in range(len(cols)): ci = col_index[i] if ci >= 0: result[i] = row[ci].decode('iso-8859-1').strip() yield result def convert_c_h1903(x, y): "Converts coordinates from the 1903 Swiss national grid system to WGS-84." yb = (x - 600000.0) / 1e6; xb = (y - 200000.0) / 1e6; lam = 2.6779094 \ + 4.728982 * yb \ + 0.791484 * yb * xb \ + 0.1306 * yb * xb * xb \ - 0.0436 * yb * yb * yb phi = 16.9023892 \ + 3.238372 * xb \ - 0.270978 * yb * yb \ - 0.002582 * xb * xb \ - 0.0447 * yb * yb * xb \ - 0.0140 * xb * xb * xb return phi * 100.0 / 36.0, lam * 100.0 / 36.0 def encode_for_csv(x): "Encodes one value for CSV." k = x.encode('utf-8') if ',' in k or '"' in k: return '"%s"' % k.replace( Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/python2.4 # Copyright (C) 2008 Google Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def read_csv(s, cols): csv_dialect = csv.Sniffer().sniff(s[0]) reader = csv.reader(s, csv_dialect) header = next(reader) Explanation: Complete the truncated code structure
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advanced
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api
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error_fixing
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Pythoncode:Python
| 5
| 5
| 1,821
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/python2.4\n\n# Copyright (C) 2008 Google Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\ndef read_csv(s, cols):\n csv_dialect = csv.Sniffer().sniff(s[0])\n reader = csv.reader(s, csv_dialect)\n header = next(reader)\n col_index = [-1] * len(cols)\n for i in range(len(cols)):\n if cols[i] in header:\n col_index[i] = header.index(cols[i])\n\n for row in reader:\n result = [None] * len(cols)\n for i in range(len(cols)):\n ci = col_index[i]\n if ci >= 0:\n result[i] = row[ci].decode('iso-8859-1').strip()\n yield result\n\n\ndef convert_c_h1903(x, y):\n \"Converts coordinates from the 1903 Swiss national grid system to WGS-84.\"\n yb = (x - 600000.0) / 1e6;\n xb = (y - 200000.0) / 1e6;\n lam = 2.6779094 \\\n + 4.728982 * yb \\\n + 0.791484 * yb * xb \\\n + 0.1306 * yb * xb * xb \\\n - 0.0436 * yb * yb * yb\n phi = 16.9023892 \\\n + 3.238372 * xb \\\n - 0.270978 * yb * yb \\\n - 0.002582 * xb * xb \\\n - 0.0447 * yb * yb * xb \\\n - 0.0140 * xb * xb * xb\n return phi * 100.0 / 36.0, lam * 100.0 / 36.0\n\n\ndef encode_for_csv(x):\n \"Encodes one value for CSV.\"\n k = x.encode('utf-8')\n if ',' in k or '\"' in k:\n return '\"%s\"' % k.replace(\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/python2.4\n\n# Copyright (C) 2008 Google Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\ndef read_csv(s, cols):\n csv_dialect = csv.Sniffer().sniff(s[0])\n reader = csv.reader(s, csv_dialect)\n header = next(reader)\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
81017170c94b85c3925c1875676b310a658ce79c
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- """This module contains classes for documents, and lists of documents. Documents are defined by the document rules in settings.py A file can contain one or more document. However, a document can not be constructed from more than one file. This is a limitation, obvious in cases like Gotlands kommun, where meeting minutes are split up in a large number of files. """ import settings from modules.utils import make_unicode, last_index from modules.extractors.documentBase import ExtractionNotAllowed document_headers = { "Content-Type": "text/plain", "Content-Disposition": "attachment", "Cache-Control": "public" } class DocumentList(object): """Contains a list of documents, extracted from a file. """ def __init__(self, extractor): """Create a list of documents, using `extractor` """ self._documents = [] page_types_and_dates = [] """Keep track of documents by type and date, to be able to merge documents depending on `settings.document_type_settings` """ # Loop through pages, and add pages of the same type and date together last_page_type = None last_page_date = None documents = [] try: for page in extractor.get_next_page(): temp_doc = Document(page, extractor) if (len(documents) > 0 and temp_doc.type_ == last_page_type and temp_doc.date == last_page_date): documents[-1].merge_with(temp_doc) else: documents.append(temp_doc) page_types_and_dates.append((temp_doc.type_, temp_doc.date))
|
last_page_type = temp_doc.type_ last_page_date = temp_doc.date except ExtractionNotAllowed: raise ExtractionNotAllowed # merge documents, if disallow_infixes == True doc_settings = settings.document_type_settings disallow_infixes = [d for d in doc_settings if doc_settings[d]["disallow_infixes"] is True] """Document types that disallow holes""" num_docs = len(page_types_and_dates) i = 0 while i < num_docs: (type_, date) = page_types_and_dates[i] last_match = last_index(page_types_and_dates, (type_, date)) if type_ in disallow_infixes and last_match > i: num_docs_to_merge = last_match - i + 1 new_doc = documents.pop(0) for j in range(i, last_match): new_doc.merge_with(documents.pop(0)) self._documents.append(new_doc) i += num_docs_to_merge else: doc_to_merge = documents.pop(0) self._documents.append(doc_to_merge) i += 1 def get_next_document(self): for document in self._documents: yield document ... [code truncated] ...
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advanced
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machine_learning
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code_completion
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Pythoncode:Python
| 2
| 1
| 3,033
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"This module contains classes for documents, and lists of documents.\n Documents are defined by the document rules in settings.py\n\n A file can contain one or more document. However, a document can\n not be constructed from more than one file. This is a limitation,\n obvious in cases like Gotlands kommun, where meeting minutes are\n split up in a large number of files.\n\"\"\"\n\nimport settings\nfrom modules.utils import make_unicode, last_index\nfrom modules.extractors.documentBase import ExtractionNotAllowed\n\ndocument_headers = {\n \"Content-Type\": \"text/plain\",\n \"Content-Disposition\": \"attachment\",\n \"Cache-Control\": \"public\"\n}\n\n\nclass DocumentList(object):\n \"\"\"Contains a list of documents, extracted from a file.\n \"\"\"\n\n def __init__(self, extractor):\n \"\"\"Create a list of documents, using `extractor`\n \"\"\"\n\n self._documents = []\n\n page_types_and_dates = []\n \"\"\"Keep track of documents by type and date, to be able to merge\n documents depending on `settings.document_type_settings`\n \"\"\"\n\n # Loop through pages, and add pages of the same type and date together\n last_page_type = None\n last_page_date = None\n documents = []\n try:\n for page in extractor.get_next_page():\n temp_doc = Document(page, extractor)\n\n if (len(documents) > 0 and\n temp_doc.type_ == last_page_type and\n temp_doc.date == last_page_date):\n documents[-1].merge_with(temp_doc)\n else:\n documents.append(temp_doc)\n page_types_and_dates.append((temp_doc.type_, temp_doc.date))"}, {"role": "assistant", "content": "\n last_page_type = temp_doc.type_\n last_page_date = temp_doc.date\n except ExtractionNotAllowed:\n raise ExtractionNotAllowed\n\n # merge documents, if disallow_infixes == True\n doc_settings = settings.document_type_settings\n disallow_infixes = [d for d in doc_settings\n if doc_settings[d][\"disallow_infixes\"] is True]\n \"\"\"Document types that disallow holes\"\"\"\n\n num_docs = len(page_types_and_dates)\n i = 0\n while i < num_docs:\n (type_, date) = page_types_and_dates[i]\n last_match = last_index(page_types_and_dates, (type_, date))\n if type_ in disallow_infixes and last_match > i:\n num_docs_to_merge = last_match - i + 1\n new_doc = documents.pop(0)\n for j in range(i, last_match):\n new_doc.merge_with(documents.pop(0))\n self._documents.append(new_doc)\n i += num_docs_to_merge\n else:\n doc_to_merge = documents.pop(0)\n self._documents.append(doc_to_merge)\n i += 1\n\n def get_next_document(self):\n for document in self._documents:\n yield document\n\n \n\n ... [code truncated] ..."}]
| false
| null | null | null |
8101825b7fae5806f4a1d2d670c101bc508918db
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: #!/usr/bin/env python3 import os import os.path import shutil import subprocess import sys import tempfile import uuid import mgm_utils def main(): (root_dir, input_file, json_file) = sys.argv[1:4] tmpName = str(uuid.uuid4()) tmpdir = "/tmp" temp_input_file = f"{tmpdir}/{tmpName}.dat" temp_output_file = f"{tmpdir}/{tmpName}.json" shutil.copy(input_file, temp_input_file) sif = mgm_utils.get_sif_dir(root_dir) + "/ina_segmentation.sif" r = subprocess.run(["singularity", "run", sif, temp_input_file, temp_output_file]) shutil.copy(temp_output_file, json_file) if os.path.exists(temp_input_file): os.remove(temp_input_file) if os.path.exists(temp_output_file): os.remove(temp_output_file) exit(r.returncode) if __name__ == "__main__": main()
|
Functions: main This code demonstrates Pythoncode:Python programming.
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intermediate
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ui
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code_explanation
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Pythoncode:Python
| 1
| 0
| 773
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport os\nimport os.path\nimport shutil\nimport subprocess\nimport sys\nimport tempfile\nimport uuid\n\nimport mgm_utils\n\ndef main():\n\t(root_dir, input_file, json_file) = sys.argv[1:4]\n\ttmpName = str(uuid.uuid4())\n\ttmpdir = \"/tmp\"\n\ttemp_input_file = f\"{tmpdir}/{tmpName}.dat\"\n\ttemp_output_file = f\"{tmpdir}/{tmpName}.json\"\n\tshutil.copy(input_file, temp_input_file)\n\n\tsif = mgm_utils.get_sif_dir(root_dir) + \"/ina_segmentation.sif\"\n\tr = subprocess.run([\"singularity\", \"run\", sif, temp_input_file, temp_output_file])\n\t\n\tshutil.copy(temp_output_file, json_file)\n\n\tif os.path.exists(temp_input_file):\n\t\tos.remove(temp_input_file)\n\n\tif os.path.exists(temp_output_file):\n\t\tos.remove(temp_output_file)\n\t\t\n\texit(r.returncode)\n\t\t\nif __name__ == \"__main__\":\n\tmain()"}, {"role": "assistant", "content": " Functions: main\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8101888cafdd6d738a67d105df6945c67e4d48e2
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: class Setup1: """ Constant bathymetry and u velocty, zero diffusivity, non-trivial tracer """ def bath(self, x, y, lx, ly): return Constant(40.0) def elev(self, x, y, lx, ly): return Constant(0.0) def uv(self, x, y, z, lx, ly): return as_vector( [ Constant(1.0), Constant(0.0), Constant(0), ]) def w(self, x, y, z, lx, ly): return as_vector( [ Constant(0), Constant(0), Constant(0), ]) def kappa(self, x, y, z, lx, ly): return Constant(0.0) def tracer(self, x, y, z, lx, ly): return sin(0.2*pi*(3.0*x + 1.0*y)/lx) def residual(self, x, y, z, lx, ly): return 0.6*pi*cos(0.2*pi*(3.0*x + 1.0*y)/lx)/lx class Setup2: """ Constant bathymetry, zero velocity, constant kappa, x-varying T """ def bath(self, x, y, lx, ly): return Constant(40.0) def elev(self, x, y, lx, ly): return Constant(0.0) def uv(self, x, y, z, lx, ly): return as_vector( [ Constant(1.0), Constant(0.0), Constant(0), ]) def w(self, x, y, z, lx, ly): return as_vector( [ Constant(0), Constant(0), Constant(0), ]) def kappa(self, x, y, z, lx, ly): return Constant(50.0) def tracer(self, x, y, z, lx, ly): return sin(3*pi*x/lx) def residual(self, x, y, z, lx, ly): return 3.0*pi*cos(3*pi*x/lx)/lx - 450.0*pi**2*sin(3*pi*x/lx)/lx**2 class Setup3: """ Constant bathymetry, zero kappa, non-trivial velocity and T """ def bath(self, x, y, lx, ly): return Constant(40.0) def elev(self, x, y, lx, ly): return Constant(0.0) def uv(self, x, y, z, lx, ly): return as_vector( [ sin(pi*z/40)*sin(pi*(y/ly + 2*x/lx)), sin(pi*z/40)*sin(pi*(0.3*y/ly + 0.3*x/lx)), Constant(0), ]) def w(self, x, y, z, lx, ly): return as_vector( [ Constant(0), Constant(0), 12.0*cos(pi*z/40)*cos(pi*(0.3*y/ly + 0.3*x/lx))/ly + 12.0*cos(pi*(0.3*y/ly + 0.3*x/lx))/ly + 80*cos(pi*z/40)*cos(pi*(y/ly + 2*x/lx))/lx + 80*cos(pi*(y/ly + 2*x/lx))/lx, ]) def kappa(self, x, y, z, lx, ly): return Constant(0.0) def tracer(self, x, y, z, lx, ly): return (0.8*cos(0.0125*pi*z) + 0.2)*cos(pi*(0.75*y/ly + 1.5*x/lx)) ... [15 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 2 Invalid syntax at line 106: ... [15 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 13 💡 Suggestions: Complete the expression on the last line Add closing quote at line 2 Review syntax near the error location
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advanced
|
oop
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debugging
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Pythoncode:Python
| 20
| 3
| 2,711
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nclass Setup1:\n \"\"\"\n Constant bathymetry and u velocty, zero diffusivity, non-trivial tracer\n \"\"\"\n def bath(self, x, y, lx, ly):\n return Constant(40.0)\n\n def elev(self, x, y, lx, ly):\n return Constant(0.0)\n\n def uv(self, x, y, z, lx, ly):\n return as_vector(\n [\n Constant(1.0),\n Constant(0.0),\n Constant(0),\n ])\n\n def w(self, x, y, z, lx, ly):\n return as_vector(\n [\n Constant(0),\n Constant(0),\n Constant(0),\n ])\n\n def kappa(self, x, y, z, lx, ly):\n return Constant(0.0)\n\n def tracer(self, x, y, z, lx, ly):\n return sin(0.2*pi*(3.0*x + 1.0*y)/lx)\n\n def residual(self, x, y, z, lx, ly):\n return 0.6*pi*cos(0.2*pi*(3.0*x + 1.0*y)/lx)/lx\n\n\nclass Setup2:\n \"\"\"\n Constant bathymetry, zero velocity, constant kappa, x-varying T\n \"\"\"\n def bath(self, x, y, lx, ly):\n return Constant(40.0)\n\n def elev(self, x, y, lx, ly):\n return Constant(0.0)\n\n def uv(self, x, y, z, lx, ly):\n return as_vector(\n [\n Constant(1.0),\n Constant(0.0),\n Constant(0),\n ])\n\n def w(self, x, y, z, lx, ly):\n return as_vector(\n [\n Constant(0),\n Constant(0),\n Constant(0),\n ])\n\n def kappa(self, x, y, z, lx, ly):\n return Constant(50.0)\n\n def tracer(self, x, y, z, lx, ly):\n return sin(3*pi*x/lx)\n\n def residual(self, x, y, z, lx, ly):\n return 3.0*pi*cos(3*pi*x/lx)/lx - 450.0*pi**2*sin(3*pi*x/lx)/lx**2\n\n\nclass Setup3:\n \"\"\"\n Constant bathymetry, zero kappa, non-trivial velocity and T\n \"\"\"\n def bath(self, x, y, lx, ly):\n return Constant(40.0)\n\n def elev(self, x, y, lx, ly):\n return Constant(0.0)\n\n def uv(self, x, y, z, lx, ly):\n return as_vector(\n [\n sin(pi*z/40)*sin(pi*(y/ly + 2*x/lx)),\n sin(pi*z/40)*sin(pi*(0.3*y/ly + 0.3*x/lx)),\n Constant(0),\n ])\n\n def w(self, x, y, z, lx, ly):\n return as_vector(\n [\n Constant(0),\n Constant(0),\n 12.0*cos(pi*z/40)*cos(pi*(0.3*y/ly + 0.3*x/lx))/ly + 12.0*cos(pi*(0.3*y/ly + 0.3*x/lx))/ly + 80*cos(pi*z/40)*cos(pi*(y/ly + 2*x/lx))/lx + 80*cos(pi*(y/ly + 2*x/lx))/lx,\n ])\n\n def kappa(self, x, y, z, lx, ly):\n return Constant(0.0)\n\n def tracer(self, x, y, z, lx, ly):\n return (0.8*cos(0.0125*pi*z) + 0.2)*cos(pi*(0.75*y/ly + 1.5*x/lx))\n\n\n ... [15 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 2\n Invalid syntax at line 106: ... [15 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 13\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 2\n Review syntax near the error location"}]
| false
| null | null | null |
8102b4059df75e35791f0dfa9ba091b4276e3aff
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: from lxml import etree from django import forms from django.db import models class XMLFileField(models.FileField): def __init__(self, *args, **kwargs): self.schema = kwargs.pop('schema') super(XMLFileField, self).__init__(*args, **kwargs) def clean(self, *args, **kwargs): data = super(XMLFileField, self).clean(*args, **kwargs) with d Error: SyntaxError / EOF
|
Fixed Code: from lxml import etree from django import forms from django.db import models class XMLFileField(models.FileField): def __init__(self, *args, **kwargs): self.schema = kwargs.pop('schema') super(XMLFileField, self).__init__(*args, **kwargs) def clean(self, *args, **kwargs): data = super(XMLFileField, self).clean(*args, **kwargs) with data as fh: doc = etree.parse(fh) with open(self.schema) as fh: schema = etree.XMLSchema(etree.parse(fh)) Explanation: Complete the truncated code structure
|
advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 380
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom lxml import etree\n\nfrom django import forms\nfrom django.db import models\n\n\nclass XMLFileField(models.FileField):\n def __init__(self, *args, **kwargs):\n self.schema = kwargs.pop('schema')\n super(XMLFileField, self).__init__(*args, **kwargs)\n\n def clean(self, *args, **kwargs):\n data = super(XMLFileField, self).clean(*args, **kwargs)\n\n with d\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom lxml import etree\n\nfrom django import forms\nfrom django.db import models\n\n\nclass XMLFileField(models.FileField):\n def __init__(self, *args, **kwargs):\n self.schema = kwargs.pop('schema')\n super(XMLFileField, self).__init__(*args, **kwargs)\n\n def clean(self, *args, **kwargs):\n data = super(XMLFileField, self).clean(*args, **kwargs)\n\n with data as fh:\n doc = etree.parse(fh)\n\n with open(self.schema) as fh:\n schema = etree.XMLSchema(etree.parse(fh))\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
810397b3d3caaed833502145ab5542c3eb653710
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import tensorflow as tf from tensorflow import keras from keras_cv_attention_models.attention_layers import ( def conv_dw_pw_block(inputs, filters, kernel_size=1, strides=1, use_depthwise_conv=False, activation="swish", name=""): nn = inputs if use_depthwise_conv: nn = depthwise_conv2d_no_bias(nn, kernel_size, strides, padding="SAME", name=name) nn = batchnorm_with_activation(nn, activation=activation, epsilon=BATCH_NORM_EPSILON, momentum=BATCH_NORM_MOMENTUM, name=name + "dw_") kernel_size, strides = 1, 1 nn = conv2d_no_bias(nn, filters, kernel_size, strides, padding="SAME", name=name) nn = batchnorm_with_activation(nn, activation=activation, epsilon=BATCH_NORM_EPSILON, momentum=BATCH_NORM_MOMENTUM, name=name) return nn def csp_block(inputs, expansion=0.5, use_shortcut=True, use_depthwise_conv=False, activation="swish", name=""): input_channels = inputs.shape[-1] nn = conv_dw_pw_block(inputs, int(input_channels * expansion), activation=activation, name=name + "1_") nn = conv_dw_pw_block(nn, input_channels, kernel_size=3, strides=1, use_depthwise_conv=use_depthwise_conv, activation=activation, name=name + "2_") if use_shortcut: nn = keras.layers.Add()([inputs, nn]) return nn def csp_stack(inputs, depth, out_channels=-1, expansion=0.5, use_shortcut=True, use_depthwise_conv=False, activation="swish", name=""): out_channels = inputs.shape[-1] if out_channels == -1 else out_channels hidden_channels = int(out_channels * expansion) short = conv_dw_pw_block(inputs, hidden_channels, kernel_size=1, activation=activation, name=name + "short_") deep = conv_dw_pw_block(inputs, hidden_channels, kernel_size=1, activation=activation, name=name + "deep_") for id in range(depth): block_name = name + "block{}_".format(id + 1) deep = csp_block(deep, 1, use_shortcut=use_shortcut, use_depthwise_conv=use_depthwise_conv, activation=activation, name=block_name) out = tf.concat([deep, short], axis=-1) out = conv_dw_pw_block(out, out_channels, kernel_size=1, activation=activation, name=name + "output_") return out def spatial_pyramid_pooling(inputs, pool_sizes=(5, 9, 13), activation="swish", name=""): input_channels = inputs.shape[-1] nn = conv_dw_pw_block(inputs, input_channels // 2, kernel_size=1, activation=activation, name=name + "1_") pp = [keras.layers.MaxPooling2D(pool_size=ii, strides=1, padding="SAME")(nn) for ii in pool_sizes] nn = tf.concat([nn, *pp], axis=-1) nn = conv_dw_pw_block(nn, input_channels, kernel_size=1, activation=activation, name=name + "2_") return nn ... [14 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unclosed '(' at line 3 - expected ')' SyntaxError: '(' was never closed at line 3 ⚠️ Warnings: Unexpected indentation at line 6 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 💡 Suggestions: Complete the expression on the last line Add closing ')' bracket Review code syntax
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 4
| 0
| 2,697
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport tensorflow as tf\nfrom tensorflow import keras\nfrom keras_cv_attention_models.attention_layers import (\ndef conv_dw_pw_block(inputs, filters, kernel_size=1, strides=1, use_depthwise_conv=False, activation=\"swish\", name=\"\"):\n nn = inputs\n if use_depthwise_conv:\n nn = depthwise_conv2d_no_bias(nn, kernel_size, strides, padding=\"SAME\", name=name)\n nn = batchnorm_with_activation(nn, activation=activation, epsilon=BATCH_NORM_EPSILON, momentum=BATCH_NORM_MOMENTUM, name=name + \"dw_\")\n kernel_size, strides = 1, 1\n nn = conv2d_no_bias(nn, filters, kernel_size, strides, padding=\"SAME\", name=name)\n nn = batchnorm_with_activation(nn, activation=activation, epsilon=BATCH_NORM_EPSILON, momentum=BATCH_NORM_MOMENTUM, name=name)\n return nn\n\n\ndef csp_block(inputs, expansion=0.5, use_shortcut=True, use_depthwise_conv=False, activation=\"swish\", name=\"\"):\n input_channels = inputs.shape[-1]\n nn = conv_dw_pw_block(inputs, int(input_channels * expansion), activation=activation, name=name + \"1_\")\n nn = conv_dw_pw_block(nn, input_channels, kernel_size=3, strides=1, use_depthwise_conv=use_depthwise_conv, activation=activation, name=name + \"2_\")\n if use_shortcut:\n nn = keras.layers.Add()([inputs, nn])\n return nn\n\n\ndef csp_stack(inputs, depth, out_channels=-1, expansion=0.5, use_shortcut=True, use_depthwise_conv=False, activation=\"swish\", name=\"\"):\n out_channels = inputs.shape[-1] if out_channels == -1 else out_channels\n hidden_channels = int(out_channels * expansion)\n short = conv_dw_pw_block(inputs, hidden_channels, kernel_size=1, activation=activation, name=name + \"short_\")\n\n deep = conv_dw_pw_block(inputs, hidden_channels, kernel_size=1, activation=activation, name=name + \"deep_\")\n for id in range(depth):\n block_name = name + \"block{}_\".format(id + 1)\n deep = csp_block(deep, 1, use_shortcut=use_shortcut, use_depthwise_conv=use_depthwise_conv, activation=activation, name=block_name)\n\n out = tf.concat([deep, short], axis=-1)\n out = conv_dw_pw_block(out, out_channels, kernel_size=1, activation=activation, name=name + \"output_\")\n return out\n\n\ndef spatial_pyramid_pooling(inputs, pool_sizes=(5, 9, 13), activation=\"swish\", name=\"\"):\n input_channels = inputs.shape[-1]\n nn = conv_dw_pw_block(inputs, input_channels // 2, kernel_size=1, activation=activation, name=name + \"1_\")\n pp = [keras.layers.MaxPooling2D(pool_size=ii, strides=1, padding=\"SAME\")(nn) for ii in pool_sizes]\n nn = tf.concat([nn, *pp], axis=-1)\n nn = conv_dw_pw_block(nn, input_channels, kernel_size=1, activation=activation, name=name + \"2_\")\n return nn\n\n\n\n ... [14 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 Unclosed '(' at line 3 - expected ')'\n SyntaxError: '(' was never closed at line 3\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 6\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
8104cf1d7fdf7aff507bf4b2cd4aa7b19708a446
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from pytest import raises from pydantic import ValidationError from robot_server.service.json_api.response import ( def test_attributes_as_dict() -> None: MyResponse = ResponseModel[ResponseDataModel, None] obj_to_validate = { "data": {"id": "123"}, "links": None, } my_response_object = MyResponse(**obj_to_validate) assert my_response_object.dict() == { "links": None, "data": { "id": "123", }, } def test_attributes_as_item_model() -> None: ItemResponse = ResponseModel[ItemResponseModel, None] obj_to_validate = { "links": None, "data": {"id": "123", "name": "apple", "quantity": 10, "price": 1.20}, } my_response_obj = ItemResponse(**obj_to_validate) assert my_response_obj.dict() == { "links": None, "data": { "id": "123", "name": "apple", "quantity": 10, "price": 1.20, }, } def test_list_item_model() -> None: ItemResponse = MultiResponseModel[ItemResponseModel, None] obj_to_validate = { "links": None, "data": [ {"id": "123", "name": "apple", "quantity": 10, "price": 1.20}, {"id": "321", "name": "banana", "quantity": 20, "price": 2.34}, ], } my_response_obj = ItemResponse(**obj_to_validate) assert my_response_obj.dict() == { "links": None, "data": [ { "id": "123", "name": "apple", "quantity": 10, "price": 1.20, }, { "id": "321", "name": "banana", "quantity": 20, "price": 2.34, }, ], } def test_attributes_as_item_model_empty_dict() -> None: ItemResponse = ResponseModel[ItemResponseModel, None] obj_to_validate = { "links": None, "data": { "id": "123", }, } with raises(ValidationError) as e: ItemResponse(**obj_to_validate) assert e.value.errors() == [ { "loc": ("data", "name"), "msg": "field required", "type": "value_error.missing", }, { "loc": ("data", "quantity"), "msg": "field required", "type": "value_error.missing", }, { "loc": ("data", "price"), "msg": "field required", "type": "value_error.missing", }, ] ... [2 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unclosed '(' at line 4 - expected ')' SyntaxError: '(' was never closed at line 4 ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 💡 Suggestions: Complete the expression on the last line Add closing ')' bracket Review code syntax
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 4
| 0
| 2,577
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom pytest import raises\nfrom pydantic import ValidationError\n\nfrom robot_server.service.json_api.response import (\ndef test_attributes_as_dict() -> None:\n MyResponse = ResponseModel[ResponseDataModel, None]\n obj_to_validate = {\n \"data\": {\"id\": \"123\"},\n \"links\": None,\n }\n my_response_object = MyResponse(**obj_to_validate)\n assert my_response_object.dict() == {\n \"links\": None,\n \"data\": {\n \"id\": \"123\",\n },\n }\n\n\ndef test_attributes_as_item_model() -> None:\n ItemResponse = ResponseModel[ItemResponseModel, None]\n obj_to_validate = {\n \"links\": None,\n \"data\": {\"id\": \"123\", \"name\": \"apple\", \"quantity\": 10, \"price\": 1.20},\n }\n my_response_obj = ItemResponse(**obj_to_validate)\n assert my_response_obj.dict() == {\n \"links\": None,\n \"data\": {\n \"id\": \"123\",\n \"name\": \"apple\",\n \"quantity\": 10,\n \"price\": 1.20,\n },\n }\n\n\ndef test_list_item_model() -> None:\n ItemResponse = MultiResponseModel[ItemResponseModel, None]\n obj_to_validate = {\n \"links\": None,\n \"data\": [\n {\"id\": \"123\", \"name\": \"apple\", \"quantity\": 10, \"price\": 1.20},\n {\"id\": \"321\", \"name\": \"banana\", \"quantity\": 20, \"price\": 2.34},\n ],\n }\n my_response_obj = ItemResponse(**obj_to_validate)\n assert my_response_obj.dict() == {\n \"links\": None,\n \"data\": [\n {\n \"id\": \"123\",\n \"name\": \"apple\",\n \"quantity\": 10,\n \"price\": 1.20,\n },\n {\n \"id\": \"321\",\n \"name\": \"banana\",\n \"quantity\": 20,\n \"price\": 2.34,\n },\n ],\n }\n\n\ndef test_attributes_as_item_model_empty_dict() -> None:\n ItemResponse = ResponseModel[ItemResponseModel, None]\n obj_to_validate = {\n \"links\": None,\n \"data\": {\n \"id\": \"123\",\n },\n }\n with raises(ValidationError) as e:\n ItemResponse(**obj_to_validate)\n\n assert e.value.errors() == [\n {\n \"loc\": (\"data\", \"name\"),\n \"msg\": \"field required\",\n \"type\": \"value_error.missing\",\n },\n {\n \"loc\": (\"data\", \"quantity\"),\n \"msg\": \"field required\",\n \"type\": \"value_error.missing\",\n },\n {\n \"loc\": (\"data\", \"price\"),\n \"msg\": \"field required\",\n \"type\": \"value_error.missing\",\n },\n ]\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unclosed '(' at line 4 - expected ')'\n SyntaxError: '(' was never closed at line 4\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
8104ee7a90ab52a7bdf79ad5abbc624a2b356482
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from game.game_view import GameView from game.menu_view import menu_view from game import constants import arcade SCREEN_WIDTH = constants.SCREEN_WIDTH SCREEN_HEIGHT = constants.SCREEN_HEIGHT SCREEN_TITLE = constants.SCREEN_TITLE window = arcade.Window(SCREEN_WIDTH, SCREEN_HEIGHT, SCREEN_TITLE) start_view = menu_view() window.show_view(start_view) arcade.run()
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
intermediate
|
ui
|
debugging
|
Pythoncode:Python
| 0
| 0
| 367
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\nfrom game.game_view import GameView\nfrom game.menu_view import menu_view\nfrom game import constants\nimport arcade\n\n\nSCREEN_WIDTH = constants.SCREEN_WIDTH\nSCREEN_HEIGHT = constants.SCREEN_HEIGHT\nSCREEN_TITLE = constants.SCREEN_TITLE\n\nwindow = arcade.Window(SCREEN_WIDTH, SCREEN_HEIGHT, SCREEN_TITLE)\nstart_view = menu_view()\nwindow.show_view(start_view)\narcade.run()"}, {"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 |
81050df4590617cea7e0daedc54d45bd783c7cfa
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright 2015 OpenStack Foundation # # 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 alembic import op from oslo_utils import uuidutils import sqlalchemy as sa from neutron.db import rbac_db_models """rbac_qos_policy Revision ID: c6c112992c9 Revises: 8a6d8bdae39 Create Date: 2015-11-25 18:45:03.831359 """ # revision identifiers, used by Alembic. revision = 'c6c112992c9' down_revision = 'e3278ee65050' depends_on = ('15e43b934f81',) qos_rbacs = sa.Table( 'qospolicyrbacs', sa.MetaData(), sa.Column('id', sa.String(length=36), nullable=False), sa.Column('tenant_id', sa.String(length=255), nullable=True), sa.Column('target_tenant', sa.String(length=255), nullable=False), sa.Column('action', sa.String(length=255), nullable=False), sa.Column('object_id', sa.String(length=36), nullable=False)) # A simple model of the qos_policies table with only the fields needed for # the migration. qos_policy = sa.Table('qos_policies', sa.MetaData(), sa.Column('id', sa.String(length=36), nullable=False), sa.Column('tenant_id', sa.String(length=255)), sa.Column('shared', sa.Boolean(), nullable=False)) def upgrade(): op.bulk_insert(qos_rbacs, get_values()) op.drop_column('qos_policies', 'shared') def get_values(): session = sa.orm.Session(bind=op.get_bind()) values = [] for row in session.query(qos_policy).filter(qos_policy.c.shared).all(): values.append({'id': uuidutils.generate_uuid(), 'object_id': row[0], 'tenant_id': row[1], 'target_tenant': '*', 'action': rbac_db_models.ACCESS_SHARED}) session.commit() return values
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 22 Fixes: • Add closing quote at line 22 • Add docstring to function 'get_values'
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 2,300
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright 2015 OpenStack Foundation\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#\n\nfrom alembic import op\nfrom oslo_utils import uuidutils\nimport sqlalchemy as sa\n\nfrom neutron.db import rbac_db_models\n\n\"\"\"rbac_qos_policy\n\nRevision ID: c6c112992c9\nRevises: 8a6d8bdae39\nCreate Date: 2015-11-25 18:45:03.831359\n\n\"\"\"\n\n# revision identifiers, used by Alembic.\n\nrevision = 'c6c112992c9'\ndown_revision = 'e3278ee65050'\ndepends_on = ('15e43b934f81',)\n\nqos_rbacs = sa.Table(\n 'qospolicyrbacs', sa.MetaData(),\n sa.Column('id', sa.String(length=36), nullable=False),\n sa.Column('tenant_id', sa.String(length=255),\n nullable=True),\n sa.Column('target_tenant', sa.String(length=255),\n nullable=False),\n sa.Column('action', sa.String(length=255), nullable=False),\n sa.Column('object_id', sa.String(length=36), nullable=False))\n\n# A simple model of the qos_policies table with only the fields needed for\n# the migration.\nqos_policy = sa.Table('qos_policies', sa.MetaData(),\n sa.Column('id', sa.String(length=36), nullable=False),\n sa.Column('tenant_id',\n sa.String(length=255)),\n sa.Column('shared', sa.Boolean(), nullable=False))\n\n\ndef upgrade():\n op.bulk_insert(qos_rbacs, get_values())\n op.drop_column('qos_policies', 'shared')\n\n\ndef get_values():\n session = sa.orm.Session(bind=op.get_bind())\n values = []\n for row in session.query(qos_policy).filter(qos_policy.c.shared).all():\n values.append({'id': uuidutils.generate_uuid(), 'object_id': row[0],\n 'tenant_id': row[1], 'target_tenant': '*',\n 'action': rbac_db_models.ACCESS_SHARED})\n session.commit()\n return values"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 22\n\n Fixes:\n \u2022 Add closing quote at line 22\n \u2022 Add docstring to function 'get_values'"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
81053c6c0f8dac07d6cae3bc4a12cf5b1f575105
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: from concurrent.futures import TimeoutError from google.cloud import pubsub_v1 result = project_id + 1 # BUG: using before init project_id = "pubsub-testing-331300" subscription_id = "test-sub" # Number of seconds the subscriber should listen for messages timeout = 5.0 subscriber = pubsub_v1.SubscriberClient() # The `subscription_path` method creates a fully qualified identifier # in the form `projects/{project_id}/subscriptions/{subscription_id}` subscription_path = subscriber.subscription_path(project_id, subscription_id) def callback(message: pubsub_v1.subscriber.message.Message) -> None: print(f"Received {message}.") message.ack() streaming_pull_future = subscriber.subscribe(subscription_path, callback=callback) print(f"Listening for messages on {subscription_path}..\n") # Wrap subscriber in a 'with' block to automatically call close() when done. with subscriber: try: # When `timeout` is not set, result() will block indefinitely, # unless an exception is encountered first. streaming_pull_future.result(timeout=timeout) except TimeoutError: streaming_pull_future.cancel() # Trigger the shutdown. streaming_pull_future.result() # Block until the shutdown is complete.
|
Logical Error Analysis: Error Type: UNINITIALIZED_VAR Issue: Using variable "project_id" before initialization Severity: CRITICAL Location: Line 4 Explanation: Variable used before assignment - will raise NameError Fix: Initialize variable before using it
|
intermediate
|
testing
|
logical_errors
|
Pythoncode:Python
| 1
| 0
| 1,250
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom concurrent.futures import TimeoutError\nfrom google.cloud import pubsub_v1\n\nresult = project_id + 1 # BUG: using before init\nproject_id = \"pubsub-testing-331300\"\nsubscription_id = \"test-sub\"\n# Number of seconds the subscriber should listen for messages\ntimeout = 5.0\n\nsubscriber = pubsub_v1.SubscriberClient()\n# The `subscription_path` method creates a fully qualified identifier\n# in the form `projects/{project_id}/subscriptions/{subscription_id}`\nsubscription_path = subscriber.subscription_path(project_id, subscription_id)\n\ndef callback(message: pubsub_v1.subscriber.message.Message) -> None:\n print(f\"Received {message}.\")\n message.ack()\n\nstreaming_pull_future = subscriber.subscribe(subscription_path, callback=callback)\nprint(f\"Listening for messages on {subscription_path}..\\n\")\n\n# Wrap subscriber in a 'with' block to automatically call close() when done.\nwith subscriber:\n try:\n # When `timeout` is not set, result() will block indefinitely,\n # unless an exception is encountered first.\n streaming_pull_future.result(timeout=timeout)\n except TimeoutError:\n streaming_pull_future.cancel() # Trigger the shutdown.\n streaming_pull_future.result() # Block until the shutdown is complete."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: UNINITIALIZED_VAR\n Issue: Using variable \"project_id\" before initialization\n Severity: CRITICAL\n\n Location: Line 4\n\n Explanation: Variable used before assignment - will raise NameError\n Fix: Initialize variable before using it"}]
| true
|
logical
|
UNINITIALIZED_VAR
|
CRITICAL
|
8105a101c915deb0c3d41bd2462e33e9a3a8584e
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: # -*- coding: utf-8 -*- # Part of Odoo. See LICENSE file for full copyright and licensing details. from odoo import api, fields, models, _ class ResConfigSettings(models.TransientModel): _inherit = "res.config.settings" google_drive_authorization_code = fields.Char(string='Authorization Code', config_parameter='google_drive_authorization_code') google_drive_uri = fields.Char(compute='_compute_drive_uri', string='URI', help="The URL to generate the authorization code from Google") is_google_drive_token_generated = fields.Boolean(string='Refresh Token Generated') @api.depends('google_drive_authorization_code') def _compute_drive_uri(self): google_drive_uri = self.env['google.service']._get_google_token_uri('drive', scope=self.env['google.drive.config'].get_google_scope()) for config in self: config.google_drive_uri = google_drive_uri def get_values(self): res = super(ResConfigSettings, self).get_values() refresh_token = self.env['ir.config_parameter'].sudo().get_param('google_drive_refresh_token', False) res.update(is_google_drive_token_generated=bool(refresh_token)) return res def confirm_setup_token(self): params = self.env['ir.config_parameter'].sudo() authorization_code_before = params.get_param('google_drive_authorization_code') authorization_code = self.google_drive_authorization_code if authorization_code == authorization_code_before: refresh_token = ( self.env['google.service'].generate_refresh_token('drive', authorization_code) if authorization_code else False ) params.set_param('google_drive_refresh_token', refresh_token) def action_setup_token(self): self.ensure_one() template = self.env.ref('google_drive.google_drive_auth_code_wizard') return { 'name': _('Set up refresh token'), 'type': 'ir.actions.act_window', 'res_model': 'res.config.settings', 'views': [(template.id, 'form')], 'target': 'new', }
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Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong comparison operator Severity: CRITICAL Location: Line 30 Buggy code: if authorization_code == authorization_code_before: Should be: if authorization_code != authorization_code_before: Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
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advanced
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api
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logical_errors
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Pythoncode:Python
| 4
| 1
| 2,136
| true
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[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Part of Odoo. See LICENSE file for full copyright and licensing details.\n\nfrom odoo import api, fields, models, _\n\n\nclass ResConfigSettings(models.TransientModel):\n _inherit = \"res.config.settings\"\n\n google_drive_authorization_code = fields.Char(string='Authorization Code', config_parameter='google_drive_authorization_code')\n google_drive_uri = fields.Char(compute='_compute_drive_uri', string='URI', help=\"The URL to generate the authorization code from Google\")\n is_google_drive_token_generated = fields.Boolean(string='Refresh Token Generated')\n\n @api.depends('google_drive_authorization_code')\n def _compute_drive_uri(self):\n google_drive_uri = self.env['google.service']._get_google_token_uri('drive', scope=self.env['google.drive.config'].get_google_scope())\n for config in self:\n config.google_drive_uri = google_drive_uri\n\n def get_values(self):\n res = super(ResConfigSettings, self).get_values()\n refresh_token = self.env['ir.config_parameter'].sudo().get_param('google_drive_refresh_token', False)\n res.update(is_google_drive_token_generated=bool(refresh_token))\n return res\n\n def confirm_setup_token(self):\n params = self.env['ir.config_parameter'].sudo()\n authorization_code_before = params.get_param('google_drive_authorization_code')\n authorization_code = self.google_drive_authorization_code\n if authorization_code == authorization_code_before:\n refresh_token = (\n self.env['google.service'].generate_refresh_token('drive', authorization_code)\n if authorization_code else False\n )\n params.set_param('google_drive_refresh_token', refresh_token)\n\n def action_setup_token(self):\n self.ensure_one()\n template = self.env.ref('google_drive.google_drive_auth_code_wizard')\n return {\n 'name': _('Set up refresh token'),\n 'type': 'ir.actions.act_window',\n 'res_model': 'res.config.settings',\n 'views': [(template.id, 'form')],\n 'target': 'new',\n }"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong comparison operator\n Severity: CRITICAL\n\n Location: Line 30\n\n Buggy code:\n if authorization_code == authorization_code_before:\n\n Should be:\n if authorization_code != authorization_code_before:\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
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WRONG_OPERATOR
|
CRITICAL
|
8107dd8d87df5ce3c83ed8d4993880ee03266544
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: def sample_K_pointclouds(data_path, num_point, pc_attribs, pc_augm, pc_augm_config, scan_names, sampled_class, sampled_classes, is_support=False): '''sample K pointclouds and the corresponding labels for one class (one_way)''' ptclouds = [] labels = [ for scan_name in scan_names: ptcloud, label = sample_pointcloud(data_path, num_point, pc_attribs, pc_augm, pc_augm_config, scan_name, sampled_classes, sampled_class, support=is_support) ptclouds.append(ptcloud) labels.append(label) ptclouds = np.stack(ptclouds, axis=0) labels = np.stack(labels, axis=0) return ptclouds, labels ... [19 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 5 - expected ']' • SyntaxError: '[' was never closed at line 5 Fixes: • Complete the expression on the last line • Add closing ']' bracket • Review code syntax
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intermediate
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oop
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syntax_repair
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Pythoncode:Python
| 1
| 0
| 724
| false
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\ndef sample_K_pointclouds(data_path, num_point, pc_attribs, pc_augm, pc_augm_config,\nscan_names, sampled_class, sampled_classes, is_support=False):\n '''sample K pointclouds and the corresponding labels for one class (one_way)'''\n ptclouds = []\nlabels = [\n for scan_name in scan_names:\n ptcloud, label = sample_pointcloud(data_path, num_point, pc_attribs, pc_augm, pc_augm_config,\n scan_name, sampled_classes, sampled_class, support=is_support)\n ptclouds.append(ptcloud)\n labels.append(label)\n\n ptclouds = np.stack(ptclouds, axis=0)\n labels = np.stack(labels, axis=0)\n\n return ptclouds, labels\n\n\n\n ... [19 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 5 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 5\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ']' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
81081edbfb2a07d5868f34f5440db42fe2a2e90a
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: from dataclasses import dataclass from typing import List from greendoge.types.condition_opcodes import ConditionOpcode from greendoge.util.streamable import Streamable, streamable @dataclass(frozen=True) @streamable class ConditionWithArgs(Streamable): """ This structure is used to store parsed CLVM conditions Conditions in CLVM have either format of (opcode, var1) or (opcode, var1, var2) """ opcode: ConditionOpcode vars: List[bytes]
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 11 ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 17 💡 Suggestions: Add closing quote at line 11
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intermediate
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database
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debugging
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Pythoncode:Python
| 0
| 1
| 467
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom dataclasses import dataclass\nfrom typing import List\n\nfrom greendoge.types.condition_opcodes import ConditionOpcode\nfrom greendoge.util.streamable import Streamable, streamable\n\n\n@dataclass(frozen=True)\n@streamable\nclass ConditionWithArgs(Streamable):\n \"\"\"\n This structure is used to store parsed CLVM conditions\n Conditions in CLVM have either format of (opcode, var1) or (opcode, var1, var2)\n \"\"\"\n\n opcode: ConditionOpcode\n vars: List[bytes]"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 11\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 17\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 11"}]
| false
| null | null | null |
8109517cd2448992084aac4cf51be9ed93b5e56f
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TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: class HDEntity(CoordinatorEntity): """Base class for hunter douglas entities.""" def __init__(self, coordinator, device_info, room_name, unique_id): """Initialize the entity.""" super().__init__(coordinator) self._room_name = room_name self._unique_id = unique_id self._device_info = device_info @property def unique_id(self): """Return the unique id.""" return self._unique_id @property def device_info(self) -> DeviceInfo: """Return the device_info of the device.""" firmware = self._device_info[DEVICE_FIRMWARE] sw_version = f"{firmware[FIRMWARE_REVISION]}.{firmware[FIRMWARE_SUB_REVISION]}.{firmware[FIRMWARE_BUILD]}" return DeviceInfo( identifiers={(DOMAIN, self._device_info[DEVICE_SERIAL_NUMBER])}, connections={ (dr.CONNECTION_NETWORK_MAC, self._device_info[DEVICE_MAC_ADDRESS]) }, name=self._device_info[DEVICE_NAME], suggested_area=self._room_name, model=self._device_info[DEVICE_MODEL], sw_version=sw_version, manufacturer=MANUFACTURER, ) class ShadeEntity(HDEntity): """Base class for hunter douglas shade entities.""" def __init__(self, coordinator, device_info, room_name, shade, shade_name): """Initialize the shade.""" super().__init_ Error: SyntaxError: unterminated string literal
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Fixed Code: class HDEntity(CoordinatorEntity): """Base class for hunter douglas entities.""" def __init__(self, coordinator, device_info, room_name, unique_id): """Initialize the entity.""" super().__init__(coordinator) self._room_name = room_name self._unique_id = unique_id self._device_info = device_info @property def unique_id(self): """Return the unique id.""" return self._unique_id @property def device_info(self) -> DeviceInfo: """Return the device_info of the device.""" firmware = self._device_info[DEVICE_FIRMWARE] sw_version = f"{firmware[FIRMWARE_REVISION]}.{firmware[FIRMWARE_SUB_REVISION]}.{firmware[FIRMWARE_BUILD]}" Explanation: Close the string literal with matching quote
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advanced
|
ui
|
error_fixing
|
Pythoncode:Python
| 5
| 2
| 1,412
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nclass HDEntity(CoordinatorEntity):\n \"\"\"Base class for hunter douglas entities.\"\"\"\n\n def __init__(self, coordinator, device_info, room_name, unique_id):\n \"\"\"Initialize the entity.\"\"\"\n super().__init__(coordinator)\n self._room_name = room_name\n self._unique_id = unique_id\n self._device_info = device_info\n\n @property\n def unique_id(self):\n \"\"\"Return the unique id.\"\"\"\n return self._unique_id\n\n @property\n def device_info(self) -> DeviceInfo:\n \"\"\"Return the device_info of the device.\"\"\"\n firmware = self._device_info[DEVICE_FIRMWARE]\n sw_version = f\"{firmware[FIRMWARE_REVISION]}.{firmware[FIRMWARE_SUB_REVISION]}.{firmware[FIRMWARE_BUILD]}\"\n return DeviceInfo(\n identifiers={(DOMAIN, self._device_info[DEVICE_SERIAL_NUMBER])},\n connections={\n (dr.CONNECTION_NETWORK_MAC, self._device_info[DEVICE_MAC_ADDRESS])\n },\n name=self._device_info[DEVICE_NAME],\n suggested_area=self._room_name,\n model=self._device_info[DEVICE_MODEL],\n sw_version=sw_version,\n manufacturer=MANUFACTURER,\n )\n\n\nclass ShadeEntity(HDEntity):\n \"\"\"Base class for hunter douglas shade entities.\"\"\"\n\n def __init__(self, coordinator, device_info, room_name, shade, shade_name):\n \"\"\"Initialize the shade.\"\"\"\n super().__init_\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nclass HDEntity(CoordinatorEntity):\n \"\"\"Base class for hunter douglas entities.\"\"\"\n\n def __init__(self, coordinator, device_info, room_name, unique_id):\n \"\"\"Initialize the entity.\"\"\"\n super().__init__(coordinator)\n self._room_name = room_name\n self._unique_id = unique_id\n self._device_info = device_info\n\n @property\n def unique_id(self):\n \"\"\"Return the unique id.\"\"\"\n return self._unique_id\n\n @property\n def device_info(self) -> DeviceInfo:\n \"\"\"Return the device_info of the device.\"\"\"\n firmware = self._device_info[DEVICE_FIRMWARE]\n sw_version = f\"{firmware[FIRMWARE_REVISION]}.{firmware[FIRMWARE_SUB_REVISION]}.{firmware[FIRMWARE_BUILD]}\"\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
810978ce9b3f6467c879457442fbbbac1342a8e8
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Xlib.ext.res -- X-Resource extension module # # Copyright (C) 2021 Aleksei Bavshin <alebastr89@gmail.com> # # This library is free software; you can redistribute it and/or # modify it under the terms of the GNU Lesser General Public License # as published by the Free Software Foundation; either version 2.1 # of the License, or (at your option) any later version. # # This library is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. # See the GNU Lesser General Public License for more details. # # You should have received a copy of the GNU Lesser General Public # License along with this library; if not, write to the # Free Software Foundation, Inc., # 51 Franklin Street, # Fifth Floor, # Boston, MA 02110-1301 USA class QueryVersion(rq.ReplyRequest): _request = rq.Struct( rq.Card8("opcode"), rq.Opcode(ResQueryVersion), rq.RequestLength(), rq.Card8("client_major"), rq.Card8("client_minor"), rq.Pad(2)) _reply = rq.Struct( rq.ReplyCode(), rq.Pad(1), rq.Card16("sequence_number"), rq.ReplyLength(), rq.Card16("server_major"), rq.Card16("server_minor"), rq.Pad(20)) def query_version(self, client_major=RES_MAJOR_VERSION, client_minor=RES_MINOR_VERSION): """ Query the protocol version supported by the X server. The client sends the highest supported version to the server and the server sends the highest version it supports, but no higher than the requested version.""" return QueryVersion( display=self.display, opcode=self.display.get_extension_major(extname), client_major=client_major, client_minor=client_minor) Client = rq.Struct( rq.Card32("resource_base"), rq.Card32("resource_mask")) class QueryClients(rq.ReplyRequest): _request = rq.Struct( rq.Card8("opcode"), rq.Opcode(ResQueryClients), rq.RequestLength()) _reply = rq.Struct( rq.ReplyCode(), rq.Pad(1), rq.Card16("sequence_number"), rq.ReplyLength(), rq.LengthOf("clients", 4), rq.Pad(20), rq.List("clients", Client)) def query_clients(self): """Request the list of all currently connected clients.""" return QueryClients( display=self.display, opcode=self.display.get_extension_major(extname)) Type = rq.Struct( rq.Card32("resource_type"), rq.Card32("count")) ... [12 more classdefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
api
|
refactoring
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Pythoncode:Python
| 2
| 2
| 2,855
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Xlib.ext.res -- X-Resource extension module\r\n#\r\n# Copyright (C) 2021 Aleksei Bavshin <alebastr89@gmail.com>\r\n#\r\n# This library is free software; you can redistribute it and/or\r\n# modify it under the terms of the GNU Lesser General Public License\r\n# as published by the Free Software Foundation; either version 2.1\r\n# of the License, or (at your option) any later version.\r\n#\r\n# This library is distributed in the hope that it will be useful,\r\n# but WITHOUT ANY WARRANTY; without even the implied warranty of\r\n# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.\r\n# See the GNU Lesser General Public License for more details.\r\n#\r\n# You should have received a copy of the GNU Lesser General Public\r\n# License along with this library; if not, write to the\r\n# Free Software Foundation, Inc.,\r\n# 51 Franklin Street,\r\n# Fifth Floor,\r\n# Boston, MA 02110-1301 USA\r\n\r\nclass QueryVersion(rq.ReplyRequest):\r\n _request = rq.Struct(\r\n rq.Card8(\"opcode\"),\r\n rq.Opcode(ResQueryVersion),\r\n rq.RequestLength(),\r\n rq.Card8(\"client_major\"),\r\n rq.Card8(\"client_minor\"),\r\n rq.Pad(2))\r\n _reply = rq.Struct(\r\n rq.ReplyCode(),\r\n rq.Pad(1),\r\n rq.Card16(\"sequence_number\"),\r\n rq.ReplyLength(),\r\n rq.Card16(\"server_major\"),\r\n rq.Card16(\"server_minor\"),\r\n rq.Pad(20))\r\n\r\n\r\ndef query_version(self, client_major=RES_MAJOR_VERSION,\r\n client_minor=RES_MINOR_VERSION):\r\n \"\"\" Query the protocol version supported by the X server.\r\n\r\n The client sends the highest supported version to the server and the\r\n server sends the highest version it supports, but no higher than the\r\n requested version.\"\"\"\r\n return QueryVersion(\r\n display=self.display,\r\n opcode=self.display.get_extension_major(extname),\r\n client_major=client_major,\r\n client_minor=client_minor)\r\n\r\n\r\nClient = rq.Struct(\r\n rq.Card32(\"resource_base\"),\r\n rq.Card32(\"resource_mask\"))\r\n\r\n\r\nclass QueryClients(rq.ReplyRequest):\r\n _request = rq.Struct(\r\n rq.Card8(\"opcode\"),\r\n rq.Opcode(ResQueryClients),\r\n rq.RequestLength())\r\n _reply = rq.Struct(\r\n rq.ReplyCode(),\r\n rq.Pad(1),\r\n rq.Card16(\"sequence_number\"),\r\n rq.ReplyLength(),\r\n rq.LengthOf(\"clients\", 4),\r\n rq.Pad(20),\r\n rq.List(\"clients\", Client))\r\n\r\n\r\ndef query_clients(self):\r\n \"\"\"Request the list of all currently connected clients.\"\"\"\r\n return QueryClients(\r\n display=self.display,\r\n opcode=self.display.get_extension_major(extname))\r\n\r\n\r\nType = rq.Struct(\r\n rq.Card32(\"resource_type\"),\r\n rq.Card32(\"count\"))\r\n\r\n\r\n\n ... [12 more classdefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
810a3b9f5eeaf3e888067a624f744f48f465345b
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # Process the unix command line of the pipeline. import argparse from version import rubra_version def get_cmdline_args(): return parser.parse_args() parser = argparse.ArgumentParser( description='A bioinformatics pipeline system.') parser.add_argument( 'pipeline', metavar='PIPELINE_FILE', type=str, help='Your Ruffus pipeline stages (a Python module)') parser.add_argument( '--config', metavar='CONFIG_FILE', type=str, nargs='+', required=True, help='One or more configuration files (Python modules)') parser.add_argument( '--verbose', type=int, choices=(0, 1, 2), required=False, default=1, help='Output verbosity level: 0 = quiet; 1 = normal; \ 2 = chatty (default is 1)') parser.add_argument( '--style', type=str, choices=('print', 'run', 'flowchart', 'touchfiles'), required=False, default='print', help='Pipeline behaviour: print; run; touchfiles; flowchart (default is print)') parser.add_argument( '--force', metavar='TASKNAME', type=str, required=False, default=[], nargs='+', help='tasks which are forced to be out of date regardless of timestamps') parser.add_argument( '--end', metavar='TASKNAME', type=str, required=False, help='end points (tasks) for the pipeline') parser.add_argument( '--rebuild', type=str, choices=('fromstart', 'fromend'), required=False, default='fromstart', help='rebuild outputs by working back from end tasks or forwards \ from start tasks (default is fromstart)') parser.add_argument( '--version', action='version', version='%(prog)s ' + rubra_version)
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Code Review: ❌ Critical issues: Unterminated string literal at line 30 ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 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 38 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 62 ✨ Improvements: Add closing quote at line 30
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intermediate
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database
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code_review
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Pythoncode:Python
| 1
| 0
| 1,690
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Process the unix command line of the pipeline.\n\nimport argparse\nfrom version import rubra_version\n\ndef get_cmdline_args():\n return parser.parse_args()\n\nparser = argparse.ArgumentParser(\n description='A bioinformatics pipeline system.')\n\nparser.add_argument(\n 'pipeline',\n metavar='PIPELINE_FILE',\n type=str,\n help='Your Ruffus pipeline stages (a Python module)')\nparser.add_argument(\n '--config',\n metavar='CONFIG_FILE',\n type=str,\n nargs='+',\n required=True,\n help='One or more configuration files (Python modules)')\nparser.add_argument(\n '--verbose',\n type=int,\n choices=(0, 1, 2),\n required=False,\n default=1,\n help='Output verbosity level: 0 = quiet; 1 = normal; \\\n 2 = chatty (default is 1)')\nparser.add_argument(\n '--style',\n type=str,\n choices=('print', 'run', 'flowchart', 'touchfiles'),\n required=False,\n default='print',\n help='Pipeline behaviour: print; run; touchfiles; flowchart (default is print)')\nparser.add_argument(\n '--force',\n metavar='TASKNAME',\n type=str,\n required=False,\n default=[],\n nargs='+',\n help='tasks which are forced to be out of date regardless of timestamps')\nparser.add_argument(\n '--end',\n metavar='TASKNAME',\n type=str,\n required=False,\n help='end points (tasks) for the pipeline')\nparser.add_argument(\n '--rebuild',\n type=str,\n choices=('fromstart', 'fromend'),\n required=False,\n default='fromstart',\n help='rebuild outputs by working back from end tasks or forwards \\\n from start tasks (default is fromstart)')\nparser.add_argument(\n '--version', action='version', version='%(prog)s ' + rubra_version)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 30\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\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 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 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 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 38\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 62\n\n\u2728 Improvements:\n Add closing quote at line 30"}]
| false
| null | null | null |
810a45957301a3d3e19c056d8cdd8e9cf5349711
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import webbrowser import config from Generator import Generator def main(): generator = Generator() latitude, longitude = generator.getCoordinates() webbrowser.open(config.api_request.format(latitude, longitude)) if __name__ == '__main__': main()
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Fix: Close the string literal with matching quote
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intermediate
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api
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error_detection
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Pythoncode:Python
| 1
| 0
| 268
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport webbrowser\nimport config\nfrom Generator import Generator\n\n\ndef main():\n generator = Generator()\n latitude, longitude = generator.getCoordinates()\n\n webbrowser.open(config.api_request.format(latitude, longitude))\n\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
810ae31f2bd87d1c18d17e372bfc5f6a1cddf8a3
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python import getopt import socket import sys import cbor #from cbor2 import dumps, loads import json import time import traceback from coapthon.client.helperclient import HelperClient from coapthon.utils import parse_uri from coapthon import defines def usage(): # pragma: no cover print("Command:\tknxcoapclient.py -o -p [-P]") print("Options:") print("\t-o, --operation=\tGET|GETNONE|PUT|POST|DELETE|DISCOVER|OBSERVE") print("\t-p, --path=\t\t\tPath of the request") print("\t-P, --payload=\t\tPayload of the request") print("\t-c, --contenttype=\t\tcontenttype of the request") Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python import getopt import socket import sys import cbor #from cbor2 import dumps, loads import json import time import traceback from coapthon.client.helperclient import HelperClient from coapthon.utils import parse_uri from coapthon import defines def usage(): # pragma: no cover print("Command:\tknxcoapclient.py -o -p [-P]") print("Options:") print("\t-o, --operation=\tGET|GETNONE|PUT|POST|DELETE|DISCOVER|OBSERVE") print("\t-p, --path=\t\t\tPath of the request") print("\t-P, --payload=\t\tPayload of the request") Explanation: Complete the truncated code structure
|
advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 6
| 0
| 623
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\nimport getopt\nimport socket\nimport sys\nimport cbor\n#from cbor2 import dumps, loads\nimport json\nimport time\nimport traceback\n\nfrom coapthon.client.helperclient import HelperClient\nfrom coapthon.utils import parse_uri\nfrom coapthon import defines\n\ndef usage(): # pragma: no cover\n print(\"Command:\\tknxcoapclient.py -o -p [-P]\")\n print(\"Options:\")\n print(\"\\t-o, --operation=\\tGET|GETNONE|PUT|POST|DELETE|DISCOVER|OBSERVE\")\n print(\"\\t-p, --path=\\t\\t\\tPath of the request\")\n print(\"\\t-P, --payload=\\t\\tPayload of the request\")\n print(\"\\t-c, --contenttype=\\t\\tcontenttype of the request\")\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\nimport getopt\nimport socket\nimport sys\nimport cbor\n#from cbor2 import dumps, loads\nimport json\nimport time\nimport traceback\n\nfrom coapthon.client.helperclient import HelperClient\nfrom coapthon.utils import parse_uri\nfrom coapthon import defines\n\ndef usage(): # pragma: no cover\n print(\"Command:\\tknxcoapclient.py -o -p [-P]\")\n print(\"Options:\")\n print(\"\\t-o, --operation=\\tGET|GETNONE|PUT|POST|DELETE|DISCOVER|OBSERVE\")\n print(\"\\t-p, --path=\\t\\t\\tPath of the request\")\n print(\"\\t-P, --payload=\\t\\tPayload of the request\")\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
810b128cc1280e3c864be85f0fd7db633ecb097d
|
TheStack--python--000.parquet
|
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