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Find all errors in this Pythoncode:Python code: import libsalt def test(salt_scenario): libsalt.start(salt_scenario) libsalt.setCurrentStep(25200) step = libsalt.getCurrentStep() while step <= 36000:
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Block at line 7 has no body - expected indented block • IndentationError at line 7 Fix: Add body to While block or use 'pass' statement
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intermediate
|
testing
|
error_detection
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Pythoncode:Python
| 2
| 0
| 169
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport libsalt \n\ndef test(salt_scenario):\n libsalt.start(salt_scenario)\n libsalt.setCurrentStep(25200)\n step = libsalt.getCurrentStep()\n while step <= 36000:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Block at line 7 has no body - expected indented block\n \u2022 IndentationError at line 7\n\n Fix: Add body to While block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
6a33b81f30e4d4f06b72174eedd941785bd5b519
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #MenuTitle: Copy Layer to Layer # -*- coding: utf-8 -*- __doc__=""" Copies one master to another master in selected glyphs. """ import GlyphsApp import vanilla import math def getComponentScaleX_scaleY_rotation( self ): a = self.transform[0] b = self.transform[1] c = self.transform[2] d = self.transform[3] scale_x = math.sqrt(math.pow(a,2)+math.pow(b,2)) scale_y = math.sqrt(math.pow(c,2)+math.pow(d,2)) if (b<0 and c<0): scale_y = scale_y * -1 rotation = math.atan2(b, a) * (180/math.pi) return [scale_x, scale_y, rotation] class MasterFiller( object ): def __init__( self ): # Window 'self.w': windowWidth = 280 windowHeight = 155 windowWidthResize = 120 # user can resize width by this value windowHeightResize = 0 # user can resize height by this value self.w = vanilla.FloatingWindow( ( windowWidth, windowHeight ), # default window size "Copy layer to layer", # window title minSize = ( windowWidth, windowHeight ), # minimum size (for resizing) maxSize = ( windowWidth + windowWidthResize, windowHeight + windowHeightResize ), # maximum size (for resizing) autosaveName = "com.mekkablue.MasterFiller.mainwindow" # stores last window position and size ) self.w.text_1 = vanilla.TextBox((15, 12+2, 120, 14), "Copy paths from", sizeStyle='small') self.w.master_from = vanilla.PopUpButton((120, 12, -15, 17), self.GetMasterNames(), sizeStyle='small', callback=self.MasterChangeCallback) self.w.text_2 = vanilla.TextBox((15, 32+2, 120, 14), "into selection of", sizeStyle='small') self.w.master_into = vanilla.PopUpButton((120, 32, -15, 17), self.GetMasterNames(), sizeStyle='small', callback=self.MasterChangeCallback) self.w.include_components = vanilla.CheckBox((15, 52+2, -100, 20), "Include components", sizeStyle='small', callback=self.SavePreferences, value=True) self.w.include_anchors = vanilla.CheckBox((15, 52+20, -100, 20), "Include anchors", sizeStyle='small', callback=self.SavePreferences, value=True) self.w.include_metrics = vanilla.CheckBox((15, 52+38, -100, 20), "Include metrics", sizeStyle='small', callback=self.SavePreferences, value=True) self.w.keep_window_open = vanilla.CheckBox((15, 52+56, -100, 20), "Keep window open", sizeStyle='small', callback=self.SavePreferences, value=True) self.w.copybutton = vanilla.Button((-80, -30, -15, -10), "Copy", sizeStyle='small', callback=self.buttonCallback) self.w.setDefaultButton( self.w.copybutton ) # Load Settings: if not self.LoadPreferences(): print "Note: 'Copy Layer to Layer' could not load preferences. Will resort to defaults." self.w.open() self.w.makeKey() self.w.master_into.set(1) def SavePreferences( self, sender ): try: Glyphs.defaults["com.mekkablue.MasterFiller.include_components"] = self.w.include_components.get() Glyphs.defaults["com.mekkablue.MasterFiller.include_anchors"] = self.w.include_anchors.get() Glyphs.defaults["com.mekkablue.MasterFiller.include_metrics"] = self ... [code truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 3 Block at line 27 has no indented body SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 59 ⚠️ Code quality: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 23 Unexpected indentation at line 25 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 47 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 60 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 68 Unexpected indentation at line 69 ✨ Improvements: Complete the expression on the last line Add closing quote at line 3 Review code syntax
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advanced
|
database
|
code_review
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Pythoncode:Python
| 3
| 1
| 3,033
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#MenuTitle: Copy Layer to Layer\n# -*- coding: utf-8 -*-\n__doc__=\"\"\"\nCopies one master to another master in selected glyphs.\n\"\"\"\n\nimport GlyphsApp\nimport vanilla\nimport math\n\ndef getComponentScaleX_scaleY_rotation( self ):\n\t\ta = self.transform[0]\n\t\tb = self.transform[1]\n\t\tc = self.transform[2]\n\t\td = self.transform[3]\n\n\t\tscale_x = math.sqrt(math.pow(a,2)+math.pow(b,2))\n\t\tscale_y = math.sqrt(math.pow(c,2)+math.pow(d,2))\n\t\tif (b<0 and c<0):\n\t\t\tscale_y = scale_y * -1\n\n\t\trotation = math.atan2(b, a) * (180/math.pi)\n\t\t\n\t\treturn [scale_x, scale_y, rotation]\n\t\t\n\t\t\nclass MasterFiller( object ):\n\n\tdef __init__( self ):\n\t\t# Window 'self.w':\n\t\twindowWidth = 280\n\t\twindowHeight = 155\n\t\twindowWidthResize = 120 # user can resize width by this value\n\t\twindowHeightResize = 0 # user can resize height by this value\n\t\tself.w = vanilla.FloatingWindow(\n\t\t\t( windowWidth, windowHeight ), # default window size\n\t\t\t\"Copy layer to layer\", # window title\n\t\t\tminSize = ( windowWidth, windowHeight ), # minimum size (for resizing)\n\t\t\tmaxSize = ( windowWidth + windowWidthResize, windowHeight + windowHeightResize ), # maximum size (for resizing)\n\t\t\tautosaveName = \"com.mekkablue.MasterFiller.mainwindow\" # stores last window position and size\n\t\t)\n\t\t\n\t\tself.w.text_1 = vanilla.TextBox((15, 12+2, 120, 14), \"Copy paths from\", sizeStyle='small')\n\t\tself.w.master_from = vanilla.PopUpButton((120, 12, -15, 17), self.GetMasterNames(), sizeStyle='small', callback=self.MasterChangeCallback)\n\t\t\n\t\tself.w.text_2 = vanilla.TextBox((15, 32+2, 120, 14), \"into selection of\", sizeStyle='small')\n\t\tself.w.master_into = vanilla.PopUpButton((120, 32, -15, 17), self.GetMasterNames(), sizeStyle='small', callback=self.MasterChangeCallback)\n\n\t\tself.w.include_components = vanilla.CheckBox((15, 52+2, -100, 20), \"Include components\", sizeStyle='small', callback=self.SavePreferences, value=True)\n\t\tself.w.include_anchors = vanilla.CheckBox((15, 52+20, -100, 20), \"Include anchors\", sizeStyle='small', callback=self.SavePreferences, value=True)\n\t\tself.w.include_metrics = vanilla.CheckBox((15, 52+38, -100, 20), \"Include metrics\", sizeStyle='small', callback=self.SavePreferences, value=True)\n\t\tself.w.keep_window_open = vanilla.CheckBox((15, 52+56, -100, 20), \"Keep window open\", sizeStyle='small', callback=self.SavePreferences, value=True)\n\n\t\tself.w.copybutton = vanilla.Button((-80, -30, -15, -10), \"Copy\", sizeStyle='small', callback=self.buttonCallback)\n\t\tself.w.setDefaultButton( self.w.copybutton )\n\t\t\n\t\t# Load Settings:\n\t\tif not self.LoadPreferences():\n\t\t\tprint \"Note: 'Copy Layer to Layer' could not load preferences. Will resort to defaults.\"\n\t\t\n\t\tself.w.open()\n\t\tself.w.makeKey()\n\t\tself.w.master_into.set(1)\n\t\n\tdef SavePreferences( self, sender ):\n\t\ttry:\n\t\t\tGlyphs.defaults[\"com.mekkablue.MasterFiller.include_components\"] = self.w.include_components.get()\n\t\t\tGlyphs.defaults[\"com.mekkablue.MasterFiller.include_anchors\"] = self.w.include_anchors.get()\n\t\t\tGlyphs.defaults[\"com.mekkablue.MasterFiller.include_metrics\"] = self\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 3\n Block at line 27 has no indented body\n SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 59\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 23\n Unexpected indentation at line 25\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 47\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 60\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 3\n Review code syntax"}]
| false
| null | null | null |
6a35d2e3dec4c05f542fce0db1d5d23465661584
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # This Source Code Form is subject to the terms of the Mozilla Public # License, v. 2.0. If a copy of the MPL was not distributed with this file, # You can obtain one at http://mozilla.org/MPL/2.0/. # # Copyright (c) 2014-2018, Lars Asplund lars.anders.asplund@gmail.com class TestTokenizer(TestCase): """ Test of the general tokenizer """ def test_describes_single_char_location(self): self.assertEqual( _describe_location("""\ S """), """\ at filename0 line 1: S ~""") def test_describes_single_char_location_within(self): self.assertEqual( _describe_location("""\ S """), """\ at filename0 line 1: S ~""") def test_describes_multi_char_location(self): self.assertEqual( _describe_location("""\ S E """), """\ at filename0 line 1: S E ~~~""") def test_describes_multi_char_location_within(self): self.assertEqual( _describe_location("""\ S E """), """\ at filename0 line 1: S E ~~~""") def test_describes_multi_line_location(self): self.assertEqual( _describe_location("""\ S____ E """), """\ at filename0 line 1: S____ ~~~~~""") def test_describes_multi_file_location(self): self.assertEqual( _describe_location("""\ S__E""", """\ SE"""), """\ from filename0 line 2: S__E ~~~~ at filename1 line 3:
|
SE ~~""") def test_describe_location_none(self): self.assertEqual(describe_location(None), "Unknown location") def test_describe_missing_location(self): self.assertEqual(describe_location((("missing.svh", (0, 0)), None)), "Unknown location in missing.svh") def test_describe_none_filename_location(self): self.assertEqual(describe_location(((None, (0, 0)), None)), "Unknown Python string") def _describe_location(*codes): """ Helper to test describe_location """ contents = {} location = None for idx, code in enumerate(codes): filename = "filename%i" % idx contents[filename] = code start = code.index("S") if "E" in code: end = code.index("E") else: end = start location = ((filename, (start, end)), location) with mock.patch("vunit.parsing.tokenizer.read_file", autospec=True) as mock_read_file: with mock.patch("vunit.parsing.tokenizer.file_exists", autospec=True) as mock_file_exists: def file_exists_side_effect(filename): return filename in contents def read_file_side_effect(filename): return contents[filename] mock_file_exists.side_effect = file_exists_side_effect mock_read_file.side_effect = read_file_side_effect retval = describe_location(location=location) return retval
|
advanced
|
testing
|
code_completion
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Pythoncode:Python
| 12
| 1
| 2,917
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# This Source Code Form is subject to the terms of the Mozilla Public\n# License, v. 2.0. If a copy of the MPL was not distributed with this file,\n# You can obtain one at http://mozilla.org/MPL/2.0/.\n#\n# Copyright (c) 2014-2018, Lars Asplund lars.anders.asplund@gmail.com\n\nclass TestTokenizer(TestCase):\n \"\"\"\n Test of the general tokenizer\n \"\"\"\n\n def test_describes_single_char_location(self):\n self.assertEqual(\n _describe_location(\"\"\"\\\nS\n\"\"\"), \"\"\"\\\nat filename0 line 1:\nS\n~\"\"\")\n\n def test_describes_single_char_location_within(self):\n self.assertEqual(\n _describe_location(\"\"\"\\\n S\n\"\"\"), \"\"\"\\\nat filename0 line 1:\n S\n ~\"\"\")\n\n def test_describes_multi_char_location(self):\n self.assertEqual(\n _describe_location(\"\"\"\\\nS E\n\"\"\"), \"\"\"\\\nat filename0 line 1:\nS E\n~~~\"\"\")\n\n def test_describes_multi_char_location_within(self):\n self.assertEqual(\n _describe_location(\"\"\"\\\n S E\n\"\"\"), \"\"\"\\\nat filename0 line 1:\n S E\n ~~~\"\"\")\n\n def test_describes_multi_line_location(self):\n self.assertEqual(\n _describe_location(\"\"\"\\\n S____\n E\n\"\"\"), \"\"\"\\\nat filename0 line 1:\n S____\n ~~~~~\"\"\")\n\n def test_describes_multi_file_location(self):\n self.assertEqual(\n _describe_location(\"\"\"\\\n\n S__E\"\"\", \"\"\"\\\n\n\n SE\"\"\"), \"\"\"\\\nfrom filename0 line 2:\n S__E\n ~~~~\nat filename1 line 3:"}, {"role": "assistant", "content": "\n SE\n ~~\"\"\")\n\n def test_describe_location_none(self):\n self.assertEqual(describe_location(None),\n \"Unknown location\")\n\n def test_describe_missing_location(self):\n self.assertEqual(describe_location(((\"missing.svh\", (0, 0)), None)),\n \"Unknown location in missing.svh\")\n\n def test_describe_none_filename_location(self):\n self.assertEqual(describe_location(((None, (0, 0)), None)),\n \"Unknown Python string\")\n\n\ndef _describe_location(*codes):\n \"\"\"\n Helper to test describe_location\n \"\"\"\n contents = {}\n location = None\n for idx, code in enumerate(codes):\n filename = \"filename%i\" % idx\n contents[filename] = code\n start = code.index(\"S\")\n\n if \"E\" in code:\n end = code.index(\"E\")\n else:\n end = start\n\n location = ((filename, (start, end)), location)\n\n with mock.patch(\"vunit.parsing.tokenizer.read_file\", autospec=True) as mock_read_file:\n with mock.patch(\"vunit.parsing.tokenizer.file_exists\", autospec=True) as mock_file_exists:\n def file_exists_side_effect(filename):\n return filename in contents\n\n def read_file_side_effect(filename):\n return contents[filename]\n mock_file_exists.side_effect = file_exists_side_effect\n mock_read_file.side_effect = read_file_side_effect\n\n retval = describe_location(location=location)\n return retval"}]
| false
| null | null | null |
6a362d5ac32fdf3188152eb3fc2c0b00c7db0458
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # STAR aligner single end mode, second pass # # This module runs the second pass of the STAR aligner 2 path # strategy. The goal is to align reads taking in account splice # junction found in the fist pass.. # # Inputs: # - sample_trim.fastq.gz # - splicing junction files (.tab) # # Output: # - aligned reads # - logs for follow up and debuging if needed # # Parameters: # No fancy parameters needed, only the threads number is specified. rule star_se_SP: input: # fake input flag = ancient(config["REF"] + "REindexing_done.txt"), R1 = config["TRIMMED"] + "{samples}_trim.fastq.gz", genomeDir = ancient(config["REF"]) output: bam = config["MAP"] + "{samples}_sorted.bam.gz" params: prefix = config["MAP"] + "{samples}.", # Complete this line bind = config["BIND"], cont = config["CONT"] benchmark: "benchmarks/star_SP/{samples}.tsv" message : "Running STAR second pass with {input.R1}. \n" shell: """ singularity exec -B {params.bind} {params.cont} \ STAR \ --runThreadN 10 \ --genomeDir {input.genomeDir} \ --readFilesIn {input.R1} \ --outSAMtype BAM SortedByCoordinate \ --outFileNamePrefix {params.prefix} \ --outStd BAM_SortedByCoordinate \ --outTmpDir {params.tmp} \ --scoreGap 0 \ --scoreGapNoncan -8 \ --scoreGapGCAG -4 \ --scoreGapATAC -8 \ --scoreGenomicLengthLog2scale -0.25 \ --scoreDelOpen -2 \ --scoreDelBase -2 \ --scoreInsOpen -2 \ --scoreInsBase -2 \ --scoreStitchSJshift 1 \ --readFilesCommand zcat | gzip --stdout > {output.bam} """
|
The missing line is: tmp = config["MAP"] + "SP/" + "{samples}_sp_STAR_TMP",
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intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 1,962
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# STAR aligner single end mode, second pass\n#\n# This module runs the second pass of the STAR aligner 2 path\n# strategy. The goal is to align reads taking in account splice\n# junction found in the fist pass..\n#\n# Inputs:\n# - sample_trim.fastq.gz\n# - splicing junction files (.tab)\n#\n# Output:\n# - aligned reads\n# - logs for follow up and debuging if needed\n#\n# Parameters:\n# No fancy parameters needed, only the threads number is specified.\n\nrule star_se_SP:\n input:\n # fake input\n flag = ancient(config[\"REF\"] + \"REindexing_done.txt\"),\n R1 = config[\"TRIMMED\"] + \"{samples}_trim.fastq.gz\",\n genomeDir = ancient(config[\"REF\"])\n output:\n bam = config[\"MAP\"] + \"{samples}_sorted.bam.gz\"\n params:\n prefix = config[\"MAP\"] + \"{samples}.\",\n # Complete this line\n bind = config[\"BIND\"],\n cont = config[\"CONT\"]\n benchmark:\n \"benchmarks/star_SP/{samples}.tsv\"\n message : \"Running STAR second pass with {input.R1}. \\n\"\n shell:\n \"\"\"\n singularity exec -B {params.bind} {params.cont} \\\n STAR \\\n --runThreadN 10 \\\n --genomeDir {input.genomeDir} \\\n --readFilesIn {input.R1} \\\n --outSAMtype BAM SortedByCoordinate \\\n --outFileNamePrefix {params.prefix} \\\n --outStd BAM_SortedByCoordinate \\\n --outTmpDir {params.tmp} \\\n --scoreGap 0 \\\n --scoreGapNoncan -8 \\\n --scoreGapGCAG -4 \\\n --scoreGapATAC -8 \\\n --scoreGenomicLengthLog2scale -0.25 \\\n --scoreDelOpen -2 \\\n --scoreDelBase -2 \\\n --scoreInsOpen -2 \\\n --scoreInsBase -2 \\\n --scoreStitchSJshift 1 \\\n --readFilesCommand zcat | gzip --stdout > {output.bam}\n \"\"\""}, {"role": "assistant", "content": "The missing line is:\n tmp = config[\"MAP\"] + \"SP/\" + \"{samples}_sp_STAR_TMP\","}]
| false
| null | null | null |
6a3682a6dc34888138320be2d7fc9fac096c4fc7
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.db import models class JobOffer(models.Model): company_name = models.CharField(max_length=50) company_email = models.EmailField() job_title = models.CharField(max_length=60) job_description = models.TextField() salary = models.PositiveIntegerField( city = models.CharField(max_length=35) state = models.CharField(max_length=35) created_at = models.DateField(auto_now_add=True) available = models.BooleanField(default=True) def __str__(self): return self.company_name
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 9 - expected ')' • SyntaxError: '(' was never closed at line 9 Fixes: • Add closing ')' bracket • Review code syntax
|
advanced
|
machine_learning
|
syntax_repair
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Pythoncode:Python
| 1
| 1
| 530
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.db import models\n\n\nclass JobOffer(models.Model):\n company_name = models.CharField(max_length=50)\n company_email = models.EmailField()\n job_title = models.CharField(max_length=60)\n job_description = models.TextField()\n salary = models.PositiveIntegerField(\n city = models.CharField(max_length=35)\n state = models.CharField(max_length=35)\n created_at = models.DateField(auto_now_add=True)\n available = models.BooleanField(default=True)\n\n def __str__(self):\n return self.company_name"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 9 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 9\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
6a36b0c35f3000da705fd087f744d451ba48d8fd
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.shortcuts import render,redirect from django.contrib.auth.models import User from django.contrib import messages from .forms import PictureUploadForm,CommentForm from .models import Image,Profile,Likes,Comments from django.contrib.auth.decorators import login_required from django.contrib .auth import authenticate,login,logout from django.contrib.auth.forms import UserCreationForm from datetime import datetime def index(request): images=Image.objects.all() context={'images':images} return render(request,'memeapp/index.html',context) def registerPage(request): form=UserCreationForm() if request.method == "POST": form_results=UserCreationForm(request.POST) if form_results.is_valid(): user =form_results.save(commit=False) user.username=user.username.lower() user.save() login(request,user) return redirect('index') else: messages.error(request, 'Error occured during registration') context = {'reg_form':form} return render(request, 'memeapp/auth.html',context) def loginPage(request): page='login' if request.user.is_authenticated: return redirect('index') if request.method == "POST": username=request.POST.get('username').lower() password=request.POST.get('password') try: user=User.objects.get(username=username) except: messages.error(request, 'User does not exist') user=authenticate(request,username=username,password=password) if user is not None:
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 46 has no body - expected indented block • IndentationError at line 46 Fix: Complete the truncated code structure
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advanced
|
api
|
error_detection
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Pythoncode:Python
| 7
| 0
| 1,596
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.shortcuts import render,redirect\nfrom django.contrib.auth.models import User\nfrom django.contrib import messages\nfrom .forms import PictureUploadForm,CommentForm\nfrom .models import Image,Profile,Likes,Comments\nfrom django.contrib.auth.decorators import login_required\nfrom django.contrib .auth import authenticate,login,logout\nfrom django.contrib.auth.forms import UserCreationForm\nfrom datetime import datetime\n\n\ndef index(request):\n images=Image.objects.all()\n context={'images':images}\n return render(request,'memeapp/index.html',context)\n\n\ndef registerPage(request):\n form=UserCreationForm()\n if request.method == \"POST\":\n form_results=UserCreationForm(request.POST)\n if form_results.is_valid():\n user =form_results.save(commit=False)\n user.username=user.username.lower()\n user.save()\n login(request,user)\n return redirect('index')\n else:\n messages.error(request, 'Error occured during registration')\n context = {'reg_form':form}\n return render(request, 'memeapp/auth.html',context)\n\n\ndef loginPage(request):\n page='login'\n if request.user.is_authenticated:\n return redirect('index')\n if request.method == \"POST\":\n username=request.POST.get('username').lower()\n password=request.POST.get('password')\n try:\n user=User.objects.get(username=username)\n except:\n messages.error(request, 'User does not exist')\n user=authenticate(request,username=username,password=password)\n if user is not None:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 46 has no body - expected indented block\n \u2022 IndentationError at line 46\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6a3701a8c1a4900d3599d12821235a51d12e4737
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: def diapivot_annotate(out: Output = Output("<token>:hist.diapivot", description="SALDO IDs corresponding to lemgrams"), lemgram: Annotation = Annotation("<token>:saldo.lemgram"), model: Model = Model("hist/diapivot.pickle")): """Annotate each lemgram with its corresponding saldo_id according to model. Args: out (str, optional): Resulting annotation file. Defaults to Output("<token>:hist.diapivot", description="SALDO IDs corresponding to lemgrams"). lemgram (str, optional): Existing lemgram annotation. Defaults to Annotation("<token>:saldo.lemgram"). model (str, optional): Crosslink model. Defaults to Model("hist/diapivot.pickle"). """ lexicon = PivotLexicon(model) lemgram_annotation = list(lemgram.read()) out_annotation = [] for lemgrams in lemgram_annotation: saldo_ids = [] for lemgram in lemgrams.split(util.DELIM): s_i = lexicon.get_exactMatch(lemgram) if s_i: saldo_ids += [s_i] out_annotation.append(util.AFFIX + util.DELIM.join(set(saldo_ids)) + util.AFFIX if saldo_ids else util.AFFIX) out.write(out_annotation) # @modelbuilder("Diapivot model", language=["swe"]) def build_diapivot(out: ModelOutput = ModelOutput("hist/diapivot.pickle")): """Download diapivot XML dictionary and save as a pickle file.""" # Download diapivot.xml xml_model = Model("hist/diapivot.xml") xml_model.download("https://svn.spraakdata.gu.se/sb-arkiv/pub/lmf/diapivot/diapivot.xml") # Create pickle file xml_lexicon = read_xml(xml_model.path) log.info("Saving cross lexicon in Pickle format") picklex = {} for lem in xml_lexicon: lemgrams = [] for saldo, match in list(xml_lexicon[lem].items()): lemgrams.append(PART_DELIM1.join([saldo, match])) picklex[lem] = sorted(lemgrams) out.write_pickle(picklex) # Clean up xml_model.remove() ################################################################################ # Auxiliaries ################################################################################ class PivotLexicon: """A lexicon for old swedish SALDO lookups. It is initialized from a pickled file. """ def __init__(self, crossfile, verbose=True): """Read pickled lexicon.""" if verbose: log.info("Reading cross lexicon: %s", crossfile) with open(crossfile, "rb") as F: self.lexicon = pickle.load(F) if verbose: log.info("OK, read %d words", len(self.lexicon)) ... [5 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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api
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refactoring
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Pythoncode:Python
| 3
| 1
| 2,676
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\ndef diapivot_annotate(out: Output = Output(\"<token>:hist.diapivot\", description=\"SALDO IDs corresponding to lemgrams\"),\n lemgram: Annotation = Annotation(\"<token>:saldo.lemgram\"),\n model: Model = Model(\"hist/diapivot.pickle\")):\n \"\"\"Annotate each lemgram with its corresponding saldo_id according to model.\n\n Args:\n out (str, optional): Resulting annotation file.\n Defaults to Output(\"<token>:hist.diapivot\", description=\"SALDO IDs corresponding to lemgrams\").\n lemgram (str, optional): Existing lemgram annotation. Defaults to Annotation(\"<token>:saldo.lemgram\").\n model (str, optional): Crosslink model. Defaults to Model(\"hist/diapivot.pickle\").\n \"\"\"\n lexicon = PivotLexicon(model)\n lemgram_annotation = list(lemgram.read())\n\n out_annotation = []\n\n for lemgrams in lemgram_annotation:\n saldo_ids = []\n for lemgram in lemgrams.split(util.DELIM):\n s_i = lexicon.get_exactMatch(lemgram)\n if s_i:\n saldo_ids += [s_i]\n out_annotation.append(util.AFFIX + util.DELIM.join(set(saldo_ids)) + util.AFFIX if saldo_ids else util.AFFIX)\n\n out.write(out_annotation)\n\n\n# @modelbuilder(\"Diapivot model\", language=[\"swe\"])\ndef build_diapivot(out: ModelOutput = ModelOutput(\"hist/diapivot.pickle\")):\n \"\"\"Download diapivot XML dictionary and save as a pickle file.\"\"\"\n # Download diapivot.xml\n xml_model = Model(\"hist/diapivot.xml\")\n xml_model.download(\"https://svn.spraakdata.gu.se/sb-arkiv/pub/lmf/diapivot/diapivot.xml\")\n\n # Create pickle file\n xml_lexicon = read_xml(xml_model.path)\n log.info(\"Saving cross lexicon in Pickle format\")\n picklex = {}\n for lem in xml_lexicon:\n lemgrams = []\n for saldo, match in list(xml_lexicon[lem].items()):\n lemgrams.append(PART_DELIM1.join([saldo, match]))\n picklex[lem] = sorted(lemgrams)\n\n out.write_pickle(picklex)\n\n # Clean up\n xml_model.remove()\n\n\n################################################################################\n# Auxiliaries\n################################################################################\n\n\nclass PivotLexicon:\n \"\"\"A lexicon for old swedish SALDO lookups.\n\n It is initialized from a pickled file.\n \"\"\"\n\n def __init__(self, crossfile, verbose=True):\n \"\"\"Read pickled lexicon.\"\"\"\n if verbose:\n log.info(\"Reading cross lexicon: %s\", crossfile)\n with open(crossfile, \"rb\") as F:\n self.lexicon = pickle.load(F)\n if verbose:\n log.info(\"OK, read %d words\", len(self.lexicon))\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6a3712991b980a6711c1dba6adf131ce5c5af892
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import os def get_root_path(): current_path = os.path.abspath(os.path.dirname(__file__)) root_path = os.path.dirname( os.path.dirname(os.path.dirname(os.path.dirname(current_path))) ) return os.path.join(root_path, "xbot") def get_config_path(): config_path = os.path.abspath(os.path.join(os.path.dirname(__file__), "../config")) return config_path def get_data_path(): data_path = os.path.abspath( os.path.join(os.path.dirname(__file__), "../../../data/") ) return data_path
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 14 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21
|
intermediate
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data_processing
|
code_review
|
Pythoncode:Python
| 3
| 0
| 534
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os\n\n\ndef get_root_path():\n current_path = os.path.abspath(os.path.dirname(__file__))\n root_path = os.path.dirname(\n os.path.dirname(os.path.dirname(os.path.dirname(current_path)))\n )\n return os.path.join(root_path, \"xbot\")\n\n\ndef get_config_path():\n config_path = os.path.abspath(os.path.join(os.path.dirname(__file__), \"../config\"))\n return config_path\n\n\ndef get_data_path():\n data_path = os.path.abspath(\n os.path.join(os.path.dirname(__file__), \"../../../data/\")\n )\n return data_path"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 14\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21"}]
| false
| null | null | null |
6a37f82fb39de7a27271cf8fb84d1b4b6b384c9f
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from django.utils.html import format_html from wagtail.wagtailcore import hooks @hooks.register('insert_editor_js') def enable_source(): """ <script> registerHalloPlugin('hallohtml'); </script> """ ) ... code continues ...
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Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
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intermediate
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database
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 250
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom django.utils.html import format_html\nfrom wagtail.wagtailcore import hooks\n\n\n@hooks.register('insert_editor_js')\ndef enable_source():\n \"\"\"\n <script>\n registerHalloPlugin('hallohtml');\n </script>\n \"\"\"\n )\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
6a3848493b2b327c8b213a833273765a92b0f3b9
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from conftest import QL_URL import requests def test_api(): api_url = "{}/".format(QL_URL) r = requests.get('{}'.format(api_url)) assert r.status_code == 200, r.text assert r.json() == { "notify_url": "/v2/notify", "subscriptions_url": "/v ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: "entities_url": "/v2/entities", "types_url": "/v2/types", "attributes_url": "/v2/attrs" }
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intermediate
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testing
|
incomplete_code
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Pythoncode:Python
| 1
| 0
| 280
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom conftest import QL_URL\nimport requests\n\ndef test_api():\n api_url = \"{}/\".format(QL_URL)\n r = requests.get('{}'.format(api_url))\n assert r.status_code == 200, r.text\n assert r.json() == {\n \"notify_url\": \"/v2/notify\",\n \"subscriptions_url\": \"/v\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 \"entities_url\": \"/v2/entities\",\n \"types_url\": \"/v2/types\",\n \"attributes_url\": \"/v2/attrs\"\n }"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
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6a388679dce82d3f7e5c312799aab790d1280f39
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: from buildbot.process.remotecommand import RemoteCommand from buildbot.interfaces import WorkerTooOldError import stat class FileExists(object): """I check a file existence on the worker. I return True if the file with the given name exists, False if the file does not exist or that is a directory. Use me with doStepIf to make a build step conditional to existence of some file. For example doStepIf=FileExists('build/configure') """ def __init__(self, filename): self.filename = filename def __call__(self, step): step.checkWorkerHasCommand('stat') cmd = RemoteCommand('stat', {'file': self.filename}) d = step.runCommand(cmd) d.addCallback(lambda res: self.commandComplete(cmd)) return d def commandComplete(self, cmd): if cmd.didFail(): return False s = cmd.updates["stat"][-1] # Complete this line if stat.S_ISREG(filemode) or stat.S_ISLNK(filemode): # True only if this is a file or a link and not any other file # system object. return True else: return False class FileDoesNotExist(object): """I check a file existence on the worker. I return False if the file with the given name exists or that is a directory, True if the file does not exist. Use me with doStepIf to make a build step conditional to nonexistence of some file. For example doStepIf=FileDoesNotExist('build/configure') """ def __init__(self, filename): self.filename = filename def __call__(self, step): step.checkWorkerHasCommand('stat') cmd = RemoteCommand('stat', {'file': self.filename}) d = step.runCommand(cmd) d.addCallback(lambda res: self.commandComplete(cmd)) return d def commandComplete(self, cmd): # False if any filesystem object with the given name exists. return cmd.didFail()
|
The missing line is: filemode = s[stat.ST_MODE]
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advanced
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ui
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fill_in_the_blank
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Pythoncode:Python
| 6
| 2
| 1,981
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom buildbot.process.remotecommand import RemoteCommand\nfrom buildbot.interfaces import WorkerTooOldError\nimport stat\n\n\nclass FileExists(object):\n \"\"\"I check a file existence on the worker. I return True if the file\n with the given name exists, False if the file does not exist or that is\n a directory.\n\n Use me with doStepIf to make a build step conditional to existence of some\n file. For example\n\n doStepIf=FileExists('build/configure')\n \"\"\"\n\n def __init__(self, filename):\n self.filename = filename\n\n def __call__(self, step):\n step.checkWorkerHasCommand('stat')\n cmd = RemoteCommand('stat', {'file': self.filename})\n d = step.runCommand(cmd)\n d.addCallback(lambda res: self.commandComplete(cmd))\n return d\n\n def commandComplete(self, cmd):\n if cmd.didFail():\n return False\n\n s = cmd.updates[\"stat\"][-1]\n # Complete this line\n if stat.S_ISREG(filemode) or stat.S_ISLNK(filemode):\n # True only if this is a file or a link and not any other file\n # system object.\n return True\n else:\n return False\n\n\nclass FileDoesNotExist(object):\n \"\"\"I check a file existence on the worker. I return False if\n the file with the given name exists or that is a directory, True if the\n file does not exist.\n\n Use me with doStepIf to make a build step conditional to nonexistence\n of some file. For example\n\n doStepIf=FileDoesNotExist('build/configure')\n \"\"\"\n\n def __init__(self, filename):\n self.filename = filename\n\n def __call__(self, step):\n step.checkWorkerHasCommand('stat')\n cmd = RemoteCommand('stat', {'file': self.filename})\n d = step.runCommand(cmd)\n d.addCallback(lambda res: self.commandComplete(cmd))\n return d\n\n def commandComplete(self, cmd):\n # False if any filesystem object with the given name exists.\n return cmd.didFail()"}, {"role": "assistant", "content": "The missing line is:\n filemode = s[stat.ST_MODE]"}]
| false
| null | null | null |
6a38ce0ec26e60d5ad5f137d860bd186bef4c8e7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from matplotlib import style from tqdm import tqdm def print_start_of_game_info(blue_decision_maker, red_decision_maker): print("Starting tournament!") print("Blue player type: ", Agent_type_str[blue_decision_maker.type()]) if blue_decision_maker.path_model_to_load==None: print("Blue player starting with no model") else: print("Blue player starting tournament with trained model: " , blue_decision_maker.path_model_to_load) print("Red player type: ", Agent_type_str[red_decision_maker.type()]) if red_decision_maker.path_model_to_load==None print("Red player starting with no model") else: print("Red player starting tournament with trained model: " , red_decision_maker.path_model_to_load) print("Number of rounds: ", NUM_OF_EPISODES) print("~~~ GO! ~~~\n\n") def evaluate(episode_number): #if episode_number % EVALUATE_PLAYERS_EVERY == 0: a = episode_number % EVALUATE_PLAYERS_EVERY if a>=0 and a<EVALUATE_BATCH_SIZE: EVALUATE = True else: EVALUATE = False return EVALUATE ... [1 more functiondefs truncated] ...
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • Code truncated in middle of expression - unexpected EOF • SyntaxError: expected ':' at line 13 Fix: Fix indentation to match Python syntax rules
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intermediate
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machine_learning
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error_detection
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Pythoncode:Python
| 2
| 0
| 1,133
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom matplotlib import style\nfrom tqdm import tqdm\n\ndef print_start_of_game_info(blue_decision_maker, red_decision_maker):\n print(\"Starting tournament!\")\n print(\"Blue player type: \", Agent_type_str[blue_decision_maker.type()])\n if blue_decision_maker.path_model_to_load==None:\n print(\"Blue player starting with no model\")\n else:\n print(\"Blue player starting tournament with trained model: \" , blue_decision_maker.path_model_to_load)\n\n print(\"Red player type: \", Agent_type_str[red_decision_maker.type()])\nif red_decision_maker.path_model_to_load==None\n print(\"Red player starting with no model\")\n else:\n print(\"Red player starting tournament with trained model: \" , red_decision_maker.path_model_to_load)\n\n\n print(\"Number of rounds: \", NUM_OF_EPISODES)\n print(\"~~~ GO! ~~~\\n\\n\")\n\n\n def evaluate(episode_number):\n #if episode_number % EVALUATE_PLAYERS_EVERY == 0:\n a = episode_number % EVALUATE_PLAYERS_EVERY\n if a>=0 and a<EVALUATE_BATCH_SIZE:\n EVALUATE = True\n else:\n EVALUATE = False\n return EVALUATE\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 SyntaxError: expected ':' at line 13\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
6a39601bd5d34aa0ef10ce85dcff9883e1a2620c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class Hyper: def __init__(self, channel): """Hyper-distribution. To create an instance of this class it is class it is necessary to have an instance of :py:class:`.Channel` class. Once created an instance of :py:class:`.Hyper`, the constructor generates the joint, outer and inner distributions. Attributes ---------- channel : core.Channel Channel object. joint : numpy.ndarray Matrix of joint distribution. outer : numpy.ndarray Outer distribution. inners : numpy.ndarray Matrix of inner distributions. num_posteriors : int Number of posterior distributions resulted by reducing the hyper-distribution, i.e., remove columns that contains only zeros and merge columns which one of them a linear combination of the other. Parameters ---------- channel : core.Channel Channel object. """ self._check_types(channel) self.channel = channel self.joint = self._generate_joint_distribution() self.outer, self.inners = self._generate_posteriors() self._reduce_hyper() self.num_posteriors = len(self.outer) def update_prior(self, prior): """Update the prior distribution on set of secrets.
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 4 • Block at line 1 has no indented body Fix: Close the string literal with matching quote
|
advanced
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machine_learning
|
error_detection
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Pythoncode:Python
| 5
| 2
| 1,391
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass Hyper:\n\n def __init__(self, channel):\n \"\"\"Hyper-distribution. To create an instance of this class it is\n class it is necessary to have an instance of :py:class:`.Channel`\n class. Once created an instance of :py:class:`.Hyper`, the constructor\n generates the joint, outer and inner distributions.\n\n Attributes\n ----------\n channel : core.Channel\n Channel object. \n \n joint : numpy.ndarray\n Matrix of joint distribution.\n\n outer : numpy.ndarray\n Outer distribution.\n\n inners : numpy.ndarray\n Matrix of inner distributions. \n\n num_posteriors : int\n Number of posterior distributions resulted by reducing the\n hyper-distribution, i.e., remove columns that contains only\n zeros and merge columns which one of them a linear combination\n of the other.\n\n Parameters\n ----------\n channel : core.Channel\n Channel object.\n \"\"\"\n self._check_types(channel)\n self.channel = channel\n self.joint = self._generate_joint_distribution()\n self.outer, self.inners = self._generate_posteriors()\n self._reduce_hyper()\n self.num_posteriors = len(self.outer)\n\n def update_prior(self, prior):\n \"\"\"Update the prior distribution on set of secrets."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 4\n \u2022 Block at line 1 has no indented body\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
6a3afdedc7e9000d89eef5155bbd1cbb9eab9c08
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/python from __future__ import (absolute_import, division, print_function) # Copyright 2019 Fortinet, Inc. # # This program is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with this program. If not, see <https://www.gnu.org/licenses/>. def login(data, fos): host = data['host'] username = data['username'] password = data['password'] ssl_verify = data['ssl_verify'] fos.debug('on') if 'https' in data and not data['https']: fos.https('off') else: fos.https('on') fos.login(host, username, password, verify=ssl_verify) def filter_system_virtual_wan_link_data(json): option_list = ['fail_alert_interfaces', 'fail_detect', 'health_check', 'load_balance_mode', 'members', 'service', ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: dictionary = {} for attribute in option_list: if attribute in json and json[attribute] is not None: dictionary[attribute] = json[attribute]
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 6
| 0
| 1,279
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/python\nfrom __future__ import (absolute_import, division, print_function)\n# Copyright 2019 Fortinet, Inc.\n#\n# This program is free software: you can redistribute it and/or modify\n# it under the terms of the GNU General Public License as published by\n# the Free Software Foundation, either version 3 of the License, or\n# (at your option) any later version.\n#\n# This program is distributed in the hope that it will be useful,\n# but WITHOUT ANY WARRANTY; without even the implied warranty of\n# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n# GNU General Public License for more details.\n#\n# You should have received a copy of the GNU General Public License\n# along with this program. If not, see <https://www.gnu.org/licenses/>.\n\ndef login(data, fos):\n host = data['host']\n username = data['username']\n password = data['password']\n ssl_verify = data['ssl_verify']\n\n fos.debug('on')\n if 'https' in data and not data['https']:\n fos.https('off')\n else:\n fos.https('on')\n\n fos.login(host, username, password, verify=ssl_verify)\n\n\ndef filter_system_virtual_wan_link_data(json):\n option_list = ['fail_alert_interfaces', 'fail_detect', 'health_check',\n 'load_balance_mode', 'members', 'service',\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 dictionary = {}\n\n for attribute in option_list:\n if attribute in json and json[attribute] is not None:\n dictionary[attribute] = json[attribute]"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6a3b1a3262144d987829d88570c7ef9a23bfd4a5
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from ElementoMapa import ElementoMapa class Puerta (ElementoMapa): def __init__(self): self.abierta= True self.lado2=None self.lado1=None def get_abierta(self): return self.abierta def print_cosas(self): print("hola") def set_abierta(self, value): self.abierta = value def get_lado1(self): return self.lado1 def set_lado1(self, value): self.lado1 = value def get_lado2(self): return self.lado2 def set_lado2(self, value): self.lado2 = value def espuerta(self): return True def abrir(self): self.abierta=True def entrar(self,habitacion): if self.abierta==True and (self.lado1.id == habitacion.id or self.lado2.id == habitacion.id): print("Ahora estas en la habitacion", habitacion.id) if habitacion.hijos[0] == None: pass else: if habitacion.hijos[0].activa == True: print("La bomba ha estallado") if self.abierta==False: print("La puerta esta cerrada")
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
oop
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refactoring
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Pythoncode:Python
| 11
| 1
| 1,120
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom ElementoMapa import ElementoMapa\nclass Puerta (ElementoMapa):\n def __init__(self):\n self.abierta= True\n self.lado2=None\n self.lado1=None\n\n def get_abierta(self):\n return self.abierta\n def print_cosas(self):\n print(\"hola\")\n def set_abierta(self, value):\n self.abierta = value\n\n def get_lado1(self):\n return self.lado1\n\n def set_lado1(self, value):\n self.lado1 = value\n\n def get_lado2(self):\n return self.lado2\n\n def set_lado2(self, value):\n self.lado2 = value\n def espuerta(self):\n return True\n\n def abrir(self):\n self.abierta=True\n\n def entrar(self,habitacion):\n if self.abierta==True and (self.lado1.id == habitacion.id or self.lado2.id == habitacion.id):\n print(\"Ahora estas en la habitacion\", habitacion.id)\n if habitacion.hijos[0] == None:\n pass\n else:\n if habitacion.hijos[0].activa == True:\n print(\"La bomba ha estallado\")\n\n if self.abierta==False:\n print(\"La puerta esta cerrada\")"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6a3d5a0b8814fbb4a8dcce839502382dcb8efe0a
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ # Step 1 - Create the App # Step 2 - Create the Game # Step 3 - Build the Game # Step 4 - Run the App """ from kivy.app import App from kivy.uix.widget import Widget from kivy.properties import NumericProperty, ReferenceListProperty, ObjectProperty from kivy.vector import Vector from kivy.clock import Clock from random import randint class PongPaddle(Widget): score = NumericProperty(0) def bounce_ball(self, ball): if self.collide_widget(ball): ball.velocity_x *= -1 print('hello world') class PongBall(Widget): velocity_x = NumericProperty(0) velocity_y = NumericProperty(0) velocity = ReferenceListProperty(velocity_x, velocity_y) # Latest Position of the Ball = Current Velocity + Current Position def move(self): self.pos = Vector(*self.velocity) + self.pos # Update - moving the ball by calling the move function and other stuff # on touch_down() = When our fingers/mouse touches he screen # on touch_up() - when we lift our finger off the screen after touching it # on_touch_move() - when we drag our finger on the screen class PongGame(Widget): ball = ObjectProperty(None) player1 = ObjectProperty(None) player2 = ObjectProperty(None) def serve_ball(self): self.ball.velocity = Vector(4, 0).rotate(randint(0, 360)) def update(self, dt): self.ball.move() # Bounce off top and bottom Y if (self.ball.y < 0) or (self.ball.y > self.height - 50): self.ball.velocity_y *= -1.1 # Bounce off left and increase th score if self.ball.x < 0: self.ball.velocity_x *= -1 self.player1.score += 1 # Bounce off right and increase the score if self.ball.x > self.width - 50: self.ball.velocity_x *= -1 self.player2.score += 1 self.player1.bounce_ball(self.ball) self.player2.bounce_ball(self.ball) def on_touch_move(self, touch): if touch.x < self.width / 1 / 4: self.player1.center_y = touch.y if touch.x > self.width * 3 / 4: self.player2.center_y = touch.y class PongApp(App): def build(self): game = PongGame() game.serve_ball() Clock.schedule_interval(game.update, 1.0 / 60.0) return game PongApp().run()
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Code Review: ❌ Critical issues: Unterminated string literal at line 1 ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 14 Unexpected indentation at line 18 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 31 Unexpected indentation at line 33 Unexpected indentation at line 39 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 47 Unexpected indentation at line 50 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 56 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 61 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 71 Unexpected indentation at line 74 Unexpected indentation at line 79 Unexpected indentation at line 80 Unexpected indentation at line 81 Unexpected indentation at line 82 Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation ✨ Improvements: Add closing quote at line 1 Add docstring to class 'PongPaddle' Add docstring to class 'PongBall' Add docstring to class 'PongGame' Add docstring to class 'PongApp' Add docstring to function 'update' Add docstring to function 'build' Remove debug print() at line 22 before production
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advanced
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testing
|
code_review
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Pythoncode:Python
| 6
| 4
| 2,421
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\r\n# Step 1 - Create the App\r\n# Step 2 - Create the Game\r\n# Step 3 - Build the Game\r\n# Step 4 - Run the App\r\n\"\"\"\r\n\r\nfrom kivy.app import App\r\nfrom kivy.uix.widget import Widget\r\nfrom kivy.properties import NumericProperty, ReferenceListProperty, ObjectProperty\r\nfrom kivy.vector import Vector\r\nfrom kivy.clock import Clock\r\nfrom random import randint\r\n\r\n\r\nclass PongPaddle(Widget):\r\n score = NumericProperty(0)\r\n\r\n def bounce_ball(self, ball):\r\n if self.collide_widget(ball):\r\n ball.velocity_x *= -1\r\n print('hello world')\r\n\r\n\r\nclass PongBall(Widget):\r\n velocity_x = NumericProperty(0)\r\n velocity_y = NumericProperty(0)\r\n velocity = ReferenceListProperty(velocity_x, velocity_y)\r\n\r\n # Latest Position of the Ball = Current Velocity + Current Position\r\n def move(self):\r\n self.pos = Vector(*self.velocity) + self.pos\r\n\r\n\r\n# Update - moving the ball by calling the move function and other stuff\r\n# on touch_down() = When our fingers/mouse touches he screen\r\n# on touch_up() - when we lift our finger off the screen after touching it\r\n# on_touch_move() - when we drag our finger on the screen\r\n\r\nclass PongGame(Widget):\r\n ball = ObjectProperty(None)\r\n player1 = ObjectProperty(None)\r\n player2 = ObjectProperty(None)\r\n\r\n def serve_ball(self):\r\n self.ball.velocity = Vector(4, 0).rotate(randint(0, 360))\r\n\r\n def update(self, dt):\r\n self.ball.move()\r\n\r\n # Bounce off top and bottom Y\r\n if (self.ball.y < 0) or (self.ball.y > self.height - 50):\r\n self.ball.velocity_y *= -1.1\r\n\r\n # Bounce off left and increase th score\r\n if self.ball.x < 0:\r\n self.ball.velocity_x *= -1\r\n self.player1.score += 1\r\n\r\n # Bounce off right and increase the score\r\n if self.ball.x > self.width - 50:\r\n self.ball.velocity_x *= -1\r\n self.player2.score += 1\r\n\r\n self.player1.bounce_ball(self.ball)\r\n self.player2.bounce_ball(self.ball)\r\n\r\n def on_touch_move(self, touch):\r\n if touch.x < self.width / 1 / 4:\r\n self.player1.center_y = touch.y\r\n\r\n if touch.x > self.width * 3 / 4:\r\n self.player2.center_y = touch.y\r\n\r\n\r\nclass PongApp(App):\r\n def build(self):\r\n game = PongGame()\r\n game.serve_ball()\r\n Clock.schedule_interval(game.update, 1.0 / 60.0)\r\n return game\r\n\r\n\r\nPongApp().run()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 14\n Unexpected indentation at line 18\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 31\n Unexpected indentation at line 33\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 47\n Unexpected indentation at line 50\n Unexpected indentation at line 52\n Unexpected indentation at line 54\n Unexpected indentation at line 56\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 61\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 71\n Unexpected indentation at line 74\n Unexpected indentation at line 79\n Unexpected indentation at line 80\n Unexpected indentation at line 81\n Unexpected indentation at line 82\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation\n\n\u2728 Improvements:\n Add closing quote at line 1\n Add docstring to class 'PongPaddle'\n Add docstring to class 'PongBall'\n Add docstring to class 'PongGame'\n Add docstring to class 'PongApp'\n Add docstring to function 'update'\n Add docstring to function 'build'\n Remove debug print() at line 22 before production"}]
| false
| null | null | null |
6a3f937a42b26dd8a8d5325705ad3a6b2426f5e8
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: class SceneRelation: def __init__(self): self.on_ground = set() self.on_block = {} self.clear = set() def print_relation(self): print(self.on_ground) print(self.on_block) print(self.clear)
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Functions: __init__, print_relation Classes: SceneRelation This code demonstrates Pythoncode:Python programming.
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intermediate
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oop
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code_explanation
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Pythoncode:Python
| 2
| 1
| 245
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nclass SceneRelation:\n def __init__(self):\n self.on_ground = set()\n self.on_block = {}\n self.clear = set()\n\n def print_relation(self):\n print(self.on_ground)\n print(self.on_block)\n print(self.clear)"}, {"role": "assistant", "content": " Functions: __init__, print_relation\n Classes: SceneRelation\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6a3f9be772e906ade3549d2b743f072bfd37aa55
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: class BridgeAgent: def __init__(self): # We initialize all weights to 1 such that every card has an equal chance of being chosen. self.weights = {} self.weights[State(-1, frozenset(), -1)] = np.full(NUM_ACTIONS, 1.0) for opening_suit in range(4): for card_1 in range(52): for card_2 in range(card_1, 52): for card_3 in range(card_2, 52): for card_partner in [-1, card_1, card_2, card_3]: state = State( opening_suit, frozenset([card_1, card_2, card_3]), card_partner) self.weights[state] = np.full(NUM_ACTIONS, 1.0) # self.alpha = 0.997 # 1,000 # self.alpha = 0.9995 # 10,000 # self.alpha = 0.99995 # 100,000 self.alpha = 0.999995 # 1,000,000 # self.alpha = 0.9999995 # 5,000,000 self.game_num = 1 """ EXAMPLE state = State(1, set(23, 0)) # Diamond 12, Club 2 <-- first 2 cards in round card_played = 24 # Diamond 13 <-- 3rd card in round If 4th card is not 25, then the agent wins. We want to incrase the proportion with which we play 24. ba.add_win(state, card_played) """ def add_win(self, state, card_played): self.weights[state][card_played] *= (1 + 0.1 * self.alpha ** self.game_num) """ EXAMPLE state = State(1, set(23, 0)) card_played = 24 If 4th card is 25 (Diamond 14), then the agent loses. We want to decrease the proportion with which we play 24. ba.add_loss(state, card_played) """ def add_loss(self, state, card_played): self.weights[state][card_played] /= (1 + 0.1 * self.alpha ** self.game_num) """ EXAMPLE state = State(1, set(23, 0)) cards_in_hand = set(0, 1, 4, 8, 11, 20, 24, 38) The agent choose to play whichever remaining card has the highest weight. The agent must play a Diamond if it has Diamonds. In this example, agent will most likely play 24, which beats 23 <-- hopefully 24 has the highest weight. card_played = ba.play_card(state, cards_in_hand) """ ... [17 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 25 Invalid syntax at line 64: ... [17 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 4 Unexpected indentation at line 7 Unexpected indentation at line 13 Unexpected indentation at line 14 💡 Suggestions: Complete the expression on the last line Add closing quote at line 25 Review syntax near the error location
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advanced
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ui
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debugging
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Pythoncode:Python
| 3
| 1
| 2,234
| false
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nclass BridgeAgent:\n def __init__(self):\n # We initialize all weights to 1 such that every card has an equal chance of being chosen.\n self.weights = {}\n\n self.weights[State(-1, frozenset(), -1)] = np.full(NUM_ACTIONS, 1.0)\n for opening_suit in range(4):\n for card_1 in range(52):\n for card_2 in range(card_1, 52):\n for card_3 in range(card_2, 52):\n for card_partner in [-1, card_1, card_2, card_3]:\n state = State(\n opening_suit, \n frozenset([card_1, card_2, card_3]), \n card_partner)\n self.weights[state] = np.full(NUM_ACTIONS, 1.0)\n\n # self.alpha = 0.997 # 1,000\n # self.alpha = 0.9995 # 10,000\n # self.alpha = 0.99995 # 100,000\n self.alpha = 0.999995 # 1,000,000\n # self.alpha = 0.9999995 # 5,000,000\n self.game_num = 1\n\n \"\"\"\n\tEXAMPLE\n\tstate = State(1, set(23, 0))\t# Diamond 12, Club 2\t\t<-- first 2 cards in round\n\tcard_played = 24\t\t\t\t# Diamond 13\t\t\t\t<-- 3rd card in round\n\n\tIf 4th card is not 25, then the agent wins. We want to incrase the proportion\n\twith which we play 24.\n\n\tba.add_win(state, card_played)\n\t\"\"\"\n def add_win(self, state, card_played):\n self.weights[state][card_played] *= (1 + 0.1 * self.alpha ** self.game_num)\n\n \"\"\"\n\tEXAMPLE\n\tstate = State(1, set(23, 0))\n\tcard_played = 24\n\n\tIf 4th card is 25 (Diamond 14), then the agent loses. We want to decrease the\n\tproportion with which we play 24.\n\n\tba.add_loss(state, card_played)\n\t\"\"\"\n def add_loss(self, state, card_played):\n self.weights[state][card_played] /= (1 + 0.1 * self.alpha ** self.game_num)\n\n \"\"\"\n\tEXAMPLE\n\tstate = State(1, set(23, 0))\n\tcards_in_hand = set(0, 1, 4, 8, 11, 20, 24, 38)\n\n\tThe agent choose to play whichever remaining card has the highest weight.\n\tThe agent must play a Diamond if it has Diamonds. In this example, agent \n\twill most likely play 24, which beats 23 <-- hopefully 24 has the highest\n\tweight.\n\n\tcard_played = ba.play_card(state, cards_in_hand)\n\t\"\"\"\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 25\n Invalid syntax at line 64: ... [17 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 4\n Unexpected indentation at line 7\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n\n\ud83d\udca1 Suggestions:\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 |
6a3fb6dff04d4cee8ea3de55fdb86c079b4a97dc
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """Data Test Suite.""" from aiogithubapi.objects import repository import pytest import os from homeassistant.core import HomeAssistant from custom_components.hacs.hacsbase.data import HacsData from custom_components.hacs.helpers.classes.repository import HacsRepository from custom_components.hacs.hacsbase.configuration import Configuration from custom_components.hacs.share import get_hacs from tests.dummy_repository import dummy_repository_base @pytest.mark.asyncio async def test_hacs_data_async_write1(tmpdir): data = HacsData() hacs = get_hacs() repository = dummy_repository_base() repository.data.installed = True repository.data.installed_version = "1" hacs.repositories = [repository] hacs.hass = HomeAssistant() hacs.hass.config.config_dir = tmpdir hacs.configuration = Configuration() await data.async_write() @pytest.mark.asyncio async def test_hacs_data_async_write2(tmpdir): data = HacsData() hacs = get_hacs() hacs.hass = HomeAssistant( hacs.hass.config.config_dir = tmpdir hacs.configuration = Configuration() hacs.system.status.background_task = False hacs.system.disabled = False await data.async_write() @pytest.mark.asyncio async def test_hacs_data_restore(tmpdir): data = HacsData() hacs = get_hacs() hacs.hass = HomeAssistant() hacs.hass.config.config_dir = tmpdir await data.restore()
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Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 32 - expected ')' • SyntaxError: '(' was never closed at line 32 Fix: Add missing ')' bracket at line 32
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intermediate
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testing
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error_detection
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Pythoncode:Python
| 0
| 0
| 1,410
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"Data Test Suite.\"\"\"\nfrom aiogithubapi.objects import repository\nimport pytest\nimport os\nfrom homeassistant.core import HomeAssistant\nfrom custom_components.hacs.hacsbase.data import HacsData\nfrom custom_components.hacs.helpers.classes.repository import HacsRepository\nfrom custom_components.hacs.hacsbase.configuration import Configuration\nfrom custom_components.hacs.share import get_hacs\n\nfrom tests.dummy_repository import dummy_repository_base\n\n\n@pytest.mark.asyncio\nasync def test_hacs_data_async_write1(tmpdir):\n data = HacsData()\n hacs = get_hacs()\n repository = dummy_repository_base()\n repository.data.installed = True\n repository.data.installed_version = \"1\"\n hacs.repositories = [repository]\n hacs.hass = HomeAssistant()\n hacs.hass.config.config_dir = tmpdir\n hacs.configuration = Configuration()\n await data.async_write()\n\n\n@pytest.mark.asyncio\nasync def test_hacs_data_async_write2(tmpdir):\n data = HacsData()\n hacs = get_hacs()\n hacs.hass = HomeAssistant(\n hacs.hass.config.config_dir = tmpdir\n hacs.configuration = Configuration()\n hacs.system.status.background_task = False\n hacs.system.disabled = False\n await data.async_write()\n\n\n@pytest.mark.asyncio\nasync def test_hacs_data_restore(tmpdir):\n data = HacsData()\n hacs = get_hacs()\n hacs.hass = HomeAssistant()\n hacs.hass.config.config_dir = tmpdir\n await data.restore()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unclosed '(' at line 32 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 32\n\n Fix: Add missing ')' bracket at line 32"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
6a40e4db387ff19b81d94d3c6d3164793744fc01
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from collections import namedtuple from contextlib import contextmanager from threading import Barrier from typing import List, Callable import numpy from ._dtype import DType, combine_types class ComputeDevice: """ A physical device that can be selected to perform backend computations. """ def __init__(self, backend: 'Backend', name: str, device_type: str, memory: int, processor_count: int, description: str, ref=None): self.name: str = name """ Name of the compute device. CPUs are typically called `'CPU'`. """ self.device_type: str = device_type """ Type of device such as `'CPU'`, `'GPU'` or `'TPU'`. """ self.memory: int = memory """ Maximum memory of the device that can be allocated (in bytes). -1 for n/a. """ self.processor_count: int = processor_count """ Number of CPU cores or GPU multiprocessors. -1 for n/a. """ self.description: str = description """ Further information about the device such as driver version. """ self.ref = ref """ (Optional) Reference to the internal device representation. """ self.backend: 'Backend' = backend """ Backend that this device belongs to. Different backends represent the same device with different objects. """ def __repr__(self): mem = f"{(self.memory / 1024 ** 2)} MB" if self.memory > 0 else "memory: n/a" pro = f"{self.processor_count} processors" if self.processor_count > 0 else "processors: n/a" descr = self.description.replace('\n', ' ') if len(descr) > 30: descr = descr[:28] + "..." return f"'{self.name}' ({self.device_type}) | {mem} | {pro} | {descr}" class Backend:
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def __init__(self, name: str, default_device: ComputeDevice): """ Backends delegate low-level operations to a compute library or emulate them. The methods of `Backend` form a comprehensive list of available operations. To support a compute library, subclass `Backend` and register it by adding it to `BACKENDS`. Args: name: Human-readable string default_device: `ComputeDevice` being used by default """ self._name = name self._default_device = default_device def __enter__(self): _DEFAULT.append(self) def __exit__(self, exc_type, exc_val, exc_tb): _DEFAULT.pop(-1) @property def name(self) -> str: return self._name ... [140 more functiondefs truncated] ...
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advanced
|
database
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code_completion
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Pythoncode:Python
| 6
| 2
| 2,535
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom collections import namedtuple\nfrom contextlib import contextmanager\nfrom threading import Barrier\nfrom typing import List, Callable\n\nimport numpy\n\nfrom ._dtype import DType, combine_types\n\n\nclass ComputeDevice:\n \"\"\"\n A physical device that can be selected to perform backend computations.\n \"\"\"\n\n def __init__(self, backend: 'Backend', name: str, device_type: str, memory: int, processor_count: int, description: str, ref=None):\n self.name: str = name\n \"\"\" Name of the compute device. CPUs are typically called `'CPU'`. \"\"\"\n self.device_type: str = device_type\n \"\"\" Type of device such as `'CPU'`, `'GPU'` or `'TPU'`. \"\"\"\n self.memory: int = memory\n \"\"\" Maximum memory of the device that can be allocated (in bytes). -1 for n/a. \"\"\"\n self.processor_count: int = processor_count\n \"\"\" Number of CPU cores or GPU multiprocessors. -1 for n/a. \"\"\"\n self.description: str = description\n \"\"\" Further information about the device such as driver version. \"\"\"\n self.ref = ref\n \"\"\" (Optional) Reference to the internal device representation. \"\"\"\n self.backend: 'Backend' = backend\n \"\"\" Backend that this device belongs to. Different backends represent the same device with different objects. \"\"\"\n\n def __repr__(self):\n mem = f\"{(self.memory / 1024 ** 2)} MB\" if self.memory > 0 else \"memory: n/a\"\n pro = f\"{self.processor_count} processors\" if self.processor_count > 0 else \"processors: n/a\"\n descr = self.description.replace('\\n', ' ')\n if len(descr) > 30:\n descr = descr[:28] + \"...\"\n return f\"'{self.name}' ({self.device_type}) | {mem} | {pro} | {descr}\"\n\n\nclass Backend:"}, {"role": "assistant", "content": "\n\n def __init__(self, name: str, default_device: ComputeDevice):\n \"\"\"\n Backends delegate low-level operations to a compute library or emulate them.\n\n The methods of `Backend` form a comprehensive list of available operations.\n\n To support a compute library, subclass `Backend` and register it by adding it to `BACKENDS`.\n\n Args:\n name: Human-readable string\n default_device: `ComputeDevice` being used by default\n \"\"\"\n self._name = name\n self._default_device = default_device\n\n def __enter__(self):\n _DEFAULT.append(self)\n\n def __exit__(self, exc_type, exc_val, exc_tb):\n _DEFAULT.pop(-1)\n\n @property\n def name(self) -> str:\n return self._name\n\n\n ... [140 more functiondefs truncated] ..."}]
| false
| null | null | null |
6a415615b9b2bc4e4bdf10ab3d417314a169e277
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import re from curtsies.formatstring import fmtstr, FmtStr from curtsies.termformatconstants import ( FG_COLORS, BG_COLORS, colors as CURTSIES_COLORS, ) from functools import partial from ..lazyre import LazyReCompile COLORS = CURTSIES_COLORS + ("default",) CNAMES = dict(zip("krgybmcwd", COLORS)) # hack for finding the "inverse" INVERSE_COLORS = { CURTSIES_COLORS[idx]: CURTSIES_COLORS[ (idx + (len(CURTSIES_COLORS) // 2)) % len(CURTSIES_COLORS) ] for idx in range(len(CURTSIES_COLORS)) } INVERSE_COLORS["default"] = INVERSE_COLORS[CURTSIES_COLORS[0]] def func_for_letter(letter_color_code: str, default: str = "k"): """Returns FmtStr constructor for a bpython-style color code""" if letter_color_code == "d": letter_color_code = default elif letter_color_code == "D": letter_color_code = default.upper() return partial( fmtstr, fg=CNAMES[letter_color_code.lower()], bold=letter_color_code.isupper(), ) def color_for_letter(letter_color_code: str, default: str = "k"): if letter_color_code == "d": letter_color_code = default return CNAMES[letter_color_code.lower()] def parse(s): """Returns a FmtStr object from a bpython-formatted colored string""" rest = s stuff = [] while True: if not rest: break start, rest = peel_off_string(rest) stuff.append(start) return ( sum((fs_from_match(d) for d in stuff[1:]), fs_from_match(stuff[0])) if len(stuff) > 0 else FmtStr() ) def fs_from_match(d): atts = {} if d["fg"]: # this isn't according to spec as I understand it if d["fg"].isupper(): d["bold"] = True # TODO figure out why boldness isn't based on presence of \x02 color = CNAMES[d["fg"].lower()] if color != "default": atts["fg"] = FG_COLORS[color] if d["bg"]: if d["bg"] == "I": # hack for finding the "inverse" color = INVERSE_COLORS[color] else: color = CNAMES[d["bg"].lower()] if color != "default": atts["bg"] = BG_COLORS[color] if d["bold"]: atts["bold"] = True return fmtstr(d["string"], **atts) peel_off_string_re = LazyReCompile( r"""(?P<colormarker>\x01 (?P<fg>[krgybmcwdKRGYBMCWD]?) (?P<bg>[krgybmcwdKRGYBMCWDI]?)?) (?P<bold>\x02?) \x03 (?P<string>[^\x04]*) \x04 (?P<rest>.*) """, re.VERBOSE | re.DOTALL, ) def peel_off_string(s): m = peel_off_string_re.match(s) assert m, repr(s) d = m.groupdict() rest = d["rest"] del d["rest"] return d, rest
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Code Review: ❌ Critical issues: Unterminated string literal at line 64 ⚠️ Code quality: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 28 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 42 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 63 Unexpected indentation at line 65 Unexpected indentation at line 67 Unexpected indentation at line 70 Unexpected indentation at line 72 Unexpected indentation at line 75 Unexpected indentation at line 76 Unexpected indentation at line 78 Unexpected indentation at line 80 Unexpected indentation at line 82 Unexpected indentation at line 86 Unexpected indentation at line 87 Unexpected indentation at line 88 Unexpected indentation at line 89 Unexpected indentation at line 90 Unexpected indentation at line 91 Unexpected indentation at line 92 Unexpected indentation at line 93 Unexpected indentation at line 94 Unexpected indentation at line 95 Unexpected indentation at line 101 Unexpected indentation at line 102 Unexpected indentation at line 103 Unexpected indentation at line 104 Unexpected indentation at line 105 ✨ Improvements: Add closing quote at line 64 Add docstring to function 'fs_from_match' Add docstring to function 'peel_off_string' Unresolved TODO/FIXME at line 67
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intermediate
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testing
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code_review
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Pythoncode:Python
| 5
| 0
| 2,736
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport re\n\nfrom curtsies.formatstring import fmtstr, FmtStr\nfrom curtsies.termformatconstants import (\n FG_COLORS,\n BG_COLORS,\n colors as CURTSIES_COLORS,\n)\nfrom functools import partial\n\nfrom ..lazyre import LazyReCompile\n\n\nCOLORS = CURTSIES_COLORS + (\"default\",)\nCNAMES = dict(zip(\"krgybmcwd\", COLORS))\n# hack for finding the \"inverse\"\nINVERSE_COLORS = {\n CURTSIES_COLORS[idx]: CURTSIES_COLORS[\n (idx + (len(CURTSIES_COLORS) // 2)) % len(CURTSIES_COLORS)\n ]\n for idx in range(len(CURTSIES_COLORS))\n}\nINVERSE_COLORS[\"default\"] = INVERSE_COLORS[CURTSIES_COLORS[0]]\n\n\ndef func_for_letter(letter_color_code: str, default: str = \"k\"):\n \"\"\"Returns FmtStr constructor for a bpython-style color code\"\"\"\n if letter_color_code == \"d\":\n letter_color_code = default\n elif letter_color_code == \"D\":\n letter_color_code = default.upper()\n return partial(\n fmtstr,\n fg=CNAMES[letter_color_code.lower()],\n bold=letter_color_code.isupper(),\n )\n\n\ndef color_for_letter(letter_color_code: str, default: str = \"k\"):\n if letter_color_code == \"d\":\n letter_color_code = default\n return CNAMES[letter_color_code.lower()]\n\n\ndef parse(s):\n \"\"\"Returns a FmtStr object from a bpython-formatted colored string\"\"\"\n rest = s\n stuff = []\n while True:\n if not rest:\n break\n start, rest = peel_off_string(rest)\n stuff.append(start)\n return (\n sum((fs_from_match(d) for d in stuff[1:]), fs_from_match(stuff[0]))\n if len(stuff) > 0\n else FmtStr()\n )\n\n\ndef fs_from_match(d):\n atts = {}\n if d[\"fg\"]:\n # this isn't according to spec as I understand it\n if d[\"fg\"].isupper():\n d[\"bold\"] = True\n # TODO figure out why boldness isn't based on presence of \\x02\n\n color = CNAMES[d[\"fg\"].lower()]\n if color != \"default\":\n atts[\"fg\"] = FG_COLORS[color]\n if d[\"bg\"]:\n if d[\"bg\"] == \"I\":\n # hack for finding the \"inverse\"\n color = INVERSE_COLORS[color]\n else:\n color = CNAMES[d[\"bg\"].lower()]\n if color != \"default\":\n atts[\"bg\"] = BG_COLORS[color]\n if d[\"bold\"]:\n atts[\"bold\"] = True\n return fmtstr(d[\"string\"], **atts)\n\n\npeel_off_string_re = LazyReCompile(\n r\"\"\"(?P<colormarker>\\x01\n (?P<fg>[krgybmcwdKRGYBMCWD]?)\n (?P<bg>[krgybmcwdKRGYBMCWDI]?)?)\n (?P<bold>\\x02?)\n \\x03\n (?P<string>[^\\x04]*)\n \\x04\n (?P<rest>.*)\n \"\"\",\n re.VERBOSE | re.DOTALL,\n)\n\n\ndef peel_off_string(s):\n m = peel_off_string_re.match(s)\n assert m, repr(s)\n d = m.groupdict()\n rest = d[\"rest\"]\n del d[\"rest\"]\n return d, rest"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 64\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 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 28\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 42\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 63\n Unexpected indentation at line 65\n Unexpected indentation at line 67\n Unexpected indentation at line 70\n Unexpected indentation at line 72\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n Unexpected indentation at line 78\n Unexpected indentation at line 80\n Unexpected indentation at line 82\n Unexpected indentation at line 86\n Unexpected indentation at line 87\n Unexpected indentation at line 88\n Unexpected indentation at line 89\n Unexpected indentation at line 90\n Unexpected indentation at line 91\n Unexpected indentation at line 92\n Unexpected indentation at line 93\n Unexpected indentation at line 94\n Unexpected indentation at line 95\n Unexpected indentation at line 101\n Unexpected indentation at line 102\n Unexpected indentation at line 103\n Unexpected indentation at line 104\n Unexpected indentation at line 105\n\n\u2728 Improvements:\n Add closing quote at line 64\n Add docstring to function 'fs_from_match'\n Add docstring to function 'peel_off_string'\n Unresolved TODO/FIXME at line 67"}]
| false
| null | null | null |
6a42b37643b67ad750eaa6bdb4b138eb04976787
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- from ..tre_elements import TREExtension, TREElement __classification__ = "UNCLASSIFIED" __author__ = "Thomas McCullough" class BAND(TREElement): def __init__(self, value): super(BAND, self).__init__() self.add_field('BANDPEAK', 's', 5, value) self.add_field('BANDLBOUND', 's', 5, value) self.add_field('BANDUBOUND', 's', 5, value) self.add_field('BANDWIDTH', 's', 5, value) self.add_field('BANDCALDRK', 's', 6, value) self.add_field('BANDCALINC', 's', 5, value) self.add_field('BANDRESP', 's', 5, value) self.add_field('BANDASD', 's', 5, value) # Complete this line class BANDSAType(TREElement): def __init__(self, value): super(BANDSAType, self).__init__() self.add_field('ROW_SPACING', 's', 7, value) self.add_field('ROW_SPACING_UNITS', 's', 1, value) self.add_field('COL_SPACING', 's', 7, value) self.add_field('COL_SPACING_UNITS', 's', 1, value) self.add_field('FOCAL_LENGTH', 's', 6, value) self.add_field('BANDCOUNT', 'd', 4, value) self.add_loop('BANDs', self.BANDCOUNT, BAND, value) class BANDSA(TREExtension): _tag_value = 'BANDSA' _data_type = BANDSAType
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The missing line is: self.add_field('BANDGSD', 's', 5, value)
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advanced
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oop
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fill_in_the_blank
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Pythoncode:Python
| 2
| 3
| 1,277
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nfrom ..tre_elements import TREExtension, TREElement\n\n__classification__ = \"UNCLASSIFIED\"\n__author__ = \"Thomas McCullough\"\n\n\nclass BAND(TREElement):\n def __init__(self, value):\n super(BAND, self).__init__()\n self.add_field('BANDPEAK', 's', 5, value)\n self.add_field('BANDLBOUND', 's', 5, value)\n self.add_field('BANDUBOUND', 's', 5, value)\n self.add_field('BANDWIDTH', 's', 5, value)\n self.add_field('BANDCALDRK', 's', 6, value)\n self.add_field('BANDCALINC', 's', 5, value)\n self.add_field('BANDRESP', 's', 5, value)\n self.add_field('BANDASD', 's', 5, value)\n # Complete this line\n\n\nclass BANDSAType(TREElement):\n def __init__(self, value):\n super(BANDSAType, self).__init__()\n self.add_field('ROW_SPACING', 's', 7, value)\n self.add_field('ROW_SPACING_UNITS', 's', 1, value)\n self.add_field('COL_SPACING', 's', 7, value)\n self.add_field('COL_SPACING_UNITS', 's', 1, value)\n self.add_field('FOCAL_LENGTH', 's', 6, value)\n self.add_field('BANDCOUNT', 'd', 4, value)\n self.add_loop('BANDs', self.BANDCOUNT, BAND, value)\n\n\nclass BANDSA(TREExtension):\n _tag_value = 'BANDSA'\n _data_type = BANDSAType"}, {"role": "assistant", "content": "The missing line is:\n self.add_field('BANDGSD', 's', 5, value)"}]
| false
| null | null | null |
6a42bb37de5c18887c2934162db7f55a1fffd8c4
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: from ..imports import * from .. import utils as U from ..core import GenLearner class NodeClassLearner(GenLearner): """ ``` Main class used to tune and train Keras models for node classification Main parameters are: model (Model): A compiled instance of keras.engine.training.Model train_data (Iterator): a Iterator instance for training set val_data (Iterator): A Iterator instance for validation set ``` """ def __init__(self, model, train_data=None, val_data=None, batch_size=U.DEFAULT_BS, eval_batch_size=U.DEFAULT_BS, workers=1, use_multiprocessing=False): super().__init__(model, train_data=train_data, val_data=val_data, batch_size=batch_size, eval_batch_size=eval_batch_size, workers=workers, use_multiprocessing=use_multiprocessing) return def view_top_losses(self, n=4, preproc=None, val_data=None): """ ``` Views observations with top losses in validation set. Typically over-ridden by Learner subclasses. Args: n(int or tuple): a range to select in form of int or tuple e.g., n=8 is treated as n=(0,8) preproc (Preprocessor): A TextPreprocessor or ImagePreprocessor. For some data like text data, a preprocessor is required to undo the pre-processing to correctly view raw data. val_data: optional val_data to use instead of self.val_data Returns: list of n tuples where first element is either filepath or id of validation example and second element is loss. ``` """ val = self._check_val(val_data) # get top losses and associated data tups = self.top_losses(n=n, val_data=val, preproc=preproc) # get multilabel status and class names classes = preproc.get_classes() if preproc is not None else None # iterate through losses for tup in tups: # get data idx = tup[0] loss = tup[1] truth = tup[2] pred = tup[3] print('----------') print("id:%s | loss:%s | true:%s | pred:%s)\n" % (idx, round(loss,2), truth, pred)) #print(obs) return def layer_output(self, layer_id, example_id=0, batch_id=0, use_val=False): """ ``` Prints output of layer with index <layer_id> to help debug models. Uses first example (example_id=0) from training set, by default. ``` """ raise Exception('currently_unsupported: layer_output method is not yet supported for ' + 'graph neural networks in ktrain') ... [4 more classdefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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database
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refactoring
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Pythoncode:Python
| 3
| 1
| 2,904
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom ..imports import *\nfrom .. import utils as U\nfrom ..core import GenLearner\n\n\n\n\nclass NodeClassLearner(GenLearner):\n \"\"\"\n ```\n Main class used to tune and train Keras models for node classification\n Main parameters are:\n\n model (Model): A compiled instance of keras.engine.training.Model\n train_data (Iterator): a Iterator instance for training set\n val_data (Iterator): A Iterator instance for validation set\n ```\n \"\"\"\n\n\n def __init__(self, model, train_data=None, val_data=None, \n batch_size=U.DEFAULT_BS, eval_batch_size=U.DEFAULT_BS,\n workers=1, use_multiprocessing=False):\n super().__init__(model, train_data=train_data, val_data=val_data, \n batch_size=batch_size, eval_batch_size=eval_batch_size,\n workers=workers, use_multiprocessing=use_multiprocessing)\n return\n\n \n def view_top_losses(self, n=4, preproc=None, val_data=None):\n \"\"\"\n ```\n Views observations with top losses in validation set.\n Typically over-ridden by Learner subclasses.\n Args:\n n(int or tuple): a range to select in form of int or tuple\n e.g., n=8 is treated as n=(0,8)\n preproc (Preprocessor): A TextPreprocessor or ImagePreprocessor.\n For some data like text data, a preprocessor\n is required to undo the pre-processing\n to correctly view raw data.\n val_data: optional val_data to use instead of self.val_data\n Returns:\n list of n tuples where first element is either \n filepath or id of validation example and second element\n is loss.\n ```\n \"\"\"\n val = self._check_val(val_data)\n\n\n # get top losses and associated data\n tups = self.top_losses(n=n, val_data=val, preproc=preproc)\n\n # get multilabel status and class names\n classes = preproc.get_classes() if preproc is not None else None\n # iterate through losses\n for tup in tups:\n\n # get data\n idx = tup[0]\n loss = tup[1]\n truth = tup[2]\n pred = tup[3]\n\n print('----------')\n print(\"id:%s | loss:%s | true:%s | pred:%s)\\n\" % (idx, round(loss,2), truth, pred))\n #print(obs)\n return\n\n\n\n def layer_output(self, layer_id, example_id=0, batch_id=0, use_val=False):\n \"\"\"\n ```\n Prints output of layer with index <layer_id> to help debug models.\n Uses first example (example_id=0) from training set, by default.\n ```\n \"\"\"\n raise Exception('currently_unsupported: layer_output method is not yet supported for ' +\n 'graph neural networks in ktrain')\n\n\n\n ... [4 more classdefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6a4363b0709ea506c58a60f1aaca731beda241f8
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: class VegaZero2VegaLite(object): def __init__(self: pass ... [2 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 2 - expected ')' • SyntaxError: '(' was never closed at line 2 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
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beginner
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oop
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syntax_repair
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Pythoncode:Python
| 1
| 1
| 117
| false
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nclass VegaZero2VegaLite(object):\n def __init__(self:\n pass\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 2 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 2\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
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syntax
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MISSING_BRACKETS
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MEDIUM
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6a448dff56ffb800e61093b735c0b738b7008227
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: class DanceStartException(Exception): pass class Step: """Base class for all specific dance steps.""" def update(self, acn: AC) -> None: pass def on_start(self, acn: AC) -> None: pass def disp_str(self) -> str: return '' class JCNotFoundException(DanceStartException): pass class StepJC(Step): """ Process jc 'name'. If processed already, skip processing and continue. """ name_to_id: Dict[str, int] = {} def __init__(self, name: str, type_: str = 'VC') -> None: self.jc: Optional[JC] = None self.type = type_ self.name = name def update(self, acn: AC) -> None: assert isinstance(acn, DanceAC) if self.jc is None: jcid = self.get_jc_id(self.name, acn) self.jc = acn.pt_get(f'/jc/{jcid}?state=true')['jc'] if self.jc['state']['active']: self.jc = None acn.step_done() return result = acn.pt_put(f'/jc/{self.jc["id"]}/state', {}) if result['success']: self.jc = None acn.step_done() def on_start(self, acn: AC) -> None: self.get_jc_id(self.name, acn) def get_jc_id(self, name: str, acn: AC) -> int: if not StepJC.name_to_id: jcs = acn.pt_get('/jc')['jc'] StepJC.name_to_id = { jc['name']: jc['id'] for jc in jcs if jc['type'] == self.type } if name not in StepJC.name_to_id.keys(): raise JCNotFoundException(f'Jízdní cesta {self.name} neexistuje!') return StepJC.name_to_id[name] def disp_str(self) -> str: return f'Stavění JC {self.name}' class StepDelay(Step): ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: """Delay any time.""" def __init__(self, delay: datetime.timedelta) -> None: self.delay = delay self.finish: Optional[datetime.datetime] = None
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advanced
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testing
|
incomplete_code
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Pythoncode:Python
| 12
| 7
| 1,730
| false
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass DanceStartException(Exception):\n pass\n\n\nclass Step:\n \"\"\"Base class for all specific dance steps.\"\"\"\n\n def update(self, acn: AC) -> None:\n pass\n\n def on_start(self, acn: AC) -> None:\n pass\n\n def disp_str(self) -> str:\n return ''\n\n\nclass JCNotFoundException(DanceStartException):\n pass\n\n\nclass StepJC(Step):\n \"\"\"\n Process jc 'name'. If processed already, skip processing and continue.\n \"\"\"\n name_to_id: Dict[str, int] = {}\n\n def __init__(self, name: str, type_: str = 'VC') -> None:\n self.jc: Optional[JC] = None\n self.type = type_\n self.name = name\n\n def update(self, acn: AC) -> None:\n assert isinstance(acn, DanceAC)\n if self.jc is None:\n jcid = self.get_jc_id(self.name, acn)\n self.jc = acn.pt_get(f'/jc/{jcid}?state=true')['jc']\n\n if self.jc['state']['active']:\n self.jc = None\n acn.step_done()\n return\n\n result = acn.pt_put(f'/jc/{self.jc[\"id\"]}/state', {})\n if result['success']:\n self.jc = None\n acn.step_done()\n\n def on_start(self, acn: AC) -> None:\n self.get_jc_id(self.name, acn)\n\n def get_jc_id(self, name: str, acn: AC) -> int:\n if not StepJC.name_to_id:\n jcs = acn.pt_get('/jc')['jc']\n StepJC.name_to_id = {\n jc['name']: jc['id']\n for jc in jcs if jc['type'] == self.type\n }\n if name not in StepJC.name_to_id.keys():\n raise JCNotFoundException(f'J\u00edzdn\u00ed cesta {self.name} neexistuje!')\n return StepJC.name_to_id[name]\n\n def disp_str(self) -> str:\n return f'Stav\u011bn\u00ed JC {self.name}'\n\n\nclass StepDelay(Step):\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 \"\"\"Delay any time.\"\"\"\n\n def __init__(self, delay: datetime.timedelta) -> None:\n self.delay = delay\n self.finish: Optional[datetime.datetime] = None"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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6a452a7c2c457bc63abb482a8725d53337bd5e88
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: """Provide the ReportableMixin class.""" from ....const import API_PATH class ReportableMixin: """Interface for RedditBase classes that can be reported.""" def report(self, reason): """Report this object to the moderators of its subreddit. :param reason: The reason for reporting. Raises :class:`.APIException` if ``reason`` is longer than 100 characters. Example usage: .. code-block:: python submission = reddit.submission(id='5or86n') submission.report('report reason') comment = reddit.comment(id='dxolpyc') comment.report('report reason') """ self._reddit.post( API_PATH["report"], data={"id": self.fullname, "reason": reason} )
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Functions: report Classes: ReportableMixin This code demonstrates Pythoncode:Python programming.
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advanced
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api
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code_explanation
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Pythoncode:Python
| 1
| 1
| 780
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\"Provide the ReportableMixin class.\"\"\"\nfrom ....const import API_PATH\n\n\nclass ReportableMixin:\n \"\"\"Interface for RedditBase classes that can be reported.\"\"\"\n\n def report(self, reason):\n \"\"\"Report this object to the moderators of its subreddit.\n\n :param reason: The reason for reporting.\n\n Raises :class:`.APIException` if ``reason`` is longer than 100\n characters.\n\n Example usage:\n\n .. code-block:: python\n\n submission = reddit.submission(id='5or86n')\n submission.report('report reason')\n\n comment = reddit.comment(id='dxolpyc')\n comment.report('report reason')\n\n \"\"\"\n self._reddit.post(\n API_PATH[\"report\"], data={\"id\": self.fullname, \"reason\": reason}\n )"}, {"role": "assistant", "content": " Functions: report\n Classes: ReportableMixin\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6a46dce57aefdfdd686c732c07a762fc3d1085f3
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def _jpeg_compression(im): assert torch.is_tensor(im) im = ToPILImage()(im) savepath = BytesIO(
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 4 - expected ')' • SyntaxError: '(' was never closed at line 4 Fix: Complete the truncated code structure
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intermediate
|
testing
|
error_detection
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Pythoncode:Python
| 1
| 0
| 107
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef _jpeg_compression(im):\n assert torch.is_tensor(im)\n im = ToPILImage()(im)\n savepath = BytesIO("}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 4 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 4\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6a49a67108b03dc7cb60670594dde145fc227190
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import collections import os.path from zope import component from zope import interface from zope.component.factory import Factory from sparc.configuration import container import mellon class MellonByteFileFromFilePathAndConfig(object): def __init__(self, file_path, config): self.file_path = file_path self.config = config def __str__(self): return "byte file at location {}".format(self.file_path) def __iter__(self): with open(self.file_path, 'rb') as stream: file_ = component.createObject(u'mellon.byte_file_from_stream', stream, self.config) for snippet in file_: yield snippet mellonByteFileFromFilePathAndConfigFactory = Factory(MellonByteFileFromFilePathAndConfig) @interface.implementer(mellon.IUnicodeMellonFile) class MellonUnicodeFileFromFilePathAndConfig(object): def __init__(self, file_path, config): self.file_path = file_path self.config = config def __str__(self): return "Unicode file at location {}".format(self.file_path) def __iter__(self): _end = 0 _buffer = collections.deque() _eof_buffer = collections.deque() with open(str(self.file_path), 'rU') as stream: file_ = component.createObject(u'mellon.unicode_file_from_stream', stream, self.config) for snippet in file_: yield snippet mellonUnicodeFileFromFilePathAndConfigFactory = Factory(MellonUnicodeFileFromFilePathAndConfig) @interface.implementer(mellon.IMellonFileProvider) class MellonFileProviderForRecursiveDirectoryConfig(object): def __init__(self, config): """Init Args: config: sparc.configuration.container.ISparcAppPyContainerConfiguration provider with mellon.factories.filesystem[configure.yaml:FileSystemDir] and mellon[configure.yaml:MellonSnippet] entries. """ self.config = config ... [1 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 49 Invalid syntax at line 60: ... [1 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 21 Unexpected indentation at line 30 💡 Suggestions: Complete the expression on the last line Add closing quote at line 49 Review syntax near the error location
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advanced
|
database
|
debugging
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Pythoncode:Python
| 7
| 3
| 2,079
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport collections\nimport os.path\nfrom zope import component\nfrom zope import interface\nfrom zope.component.factory import Factory\nfrom sparc.configuration import container\nimport mellon\n\nclass MellonByteFileFromFilePathAndConfig(object):\n \n def __init__(self, file_path, config):\n self.file_path = file_path\n self.config = config\n \n def __str__(self):\n return \"byte file at location {}\".format(self.file_path)\n\n def __iter__(self):\n with open(self.file_path, 'rb') as stream:\n file_ = component.createObject(u'mellon.byte_file_from_stream', stream, self.config)\n for snippet in file_:\n yield snippet\nmellonByteFileFromFilePathAndConfigFactory = Factory(MellonByteFileFromFilePathAndConfig)\n\n@interface.implementer(mellon.IUnicodeMellonFile)\nclass MellonUnicodeFileFromFilePathAndConfig(object):\n \n def __init__(self, file_path, config):\n self.file_path = file_path\n self.config = config\n \n def __str__(self):\n return \"Unicode file at location {}\".format(self.file_path)\n\n def __iter__(self):\n _end = 0\n _buffer = collections.deque()\n _eof_buffer = collections.deque()\n with open(str(self.file_path), 'rU') as stream:\n file_ = component.createObject(u'mellon.unicode_file_from_stream', stream, self.config)\n for snippet in file_:\n yield snippet\nmellonUnicodeFileFromFilePathAndConfigFactory = Factory(MellonUnicodeFileFromFilePathAndConfig)\n\n@interface.implementer(mellon.IMellonFileProvider)\nclass MellonFileProviderForRecursiveDirectoryConfig(object):\n \n def __init__(self, config):\n \"\"\"Init\n \n Args:\n config: sparc.configuration.container.ISparcAppPyContainerConfiguration\n provider with \n mellon.factories.filesystem[configure.yaml:FileSystemDir]\n and mellon[configure.yaml:MellonSnippet] entries.\n \"\"\"\n self.config = config\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 49\n Invalid syntax at line 60: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 21\n Unexpected indentation at line 30\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 49\n Review syntax near the error location"}]
| false
| null | null | null |
6a49b924a41db77163a887ba4fb25f3e874556fc
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """Predefined Datasources. """ # toolbox imports from ...datasource import Datasource Datasource.register_instance('imagenet-val', __name__ + '.imagenet', 'ImageNet', section='val') # section='train' Datasource.register_instance('dogsandcats', __name__ + '.dogsandcats', ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: 'DogsAndCats') Datasource.register_instance('widerface', __name__ + '.widerface', 'WiderFace') Datasource.register_instance('fgnet', __name__ + '.fgnet', 'FGNet') Datasource.register_instance('Helen', __name__ + '.helen', 'Helen') Datasource.register_instance('lfw', __name__ + '.lfw', 'LabeledFacesInTheWild')
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 302
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"Predefined Datasources.\n\"\"\"\n\n# toolbox imports\nfrom ...datasource import Datasource\n\nDatasource.register_instance('imagenet-val', __name__ + '.imagenet',\n 'ImageNet', section='val') # section='train'\nDatasource.register_instance('dogsandcats', __name__ + '.dogsandcats',\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 'DogsAndCats')\nDatasource.register_instance('widerface', __name__ + '.widerface', 'WiderFace')\nDatasource.register_instance('fgnet', __name__ + '.fgnet', 'FGNet')\nDatasource.register_instance('Helen', __name__ + '.helen', 'Helen')\nDatasource.register_instance('lfw', __name__ + '.lfw', 'LabeledFacesInTheWild')"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6a49d502d09956cefd00c54538889163bfebf8f9
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- """ Created on Tue Oct 22 15:58:44 2019 @author: babin """ posits_def = [251, 501, 751, 1001, 1251, 1501, 1751, 2001, 2251, 2501, 2751, 3001, 3215] dist_whole_align_ref = {'AB048704.1_genotype_C_': [0.88, 0.938, 0.914, 0.886, 0.89, 0.908, 0.938, 0.948, 0.948, 0.886, 0.852, 0.8580645161290322, 0.827906976744186], 'AB010291.1_Bj': [0.968, 0.986, 0.946, 0.92, 0.94, 0.964, 0.95, 0.892, 0.914, 0.9359999999999999, 0.924, 0.935483870967742, 0.9255813953488372]} dist_win_250_shift_100_ref = {'AB048704.1_genotype_C_': [0.87, 0.9, 0.9359999999999999, 0.924, 0.944, 0.944, 0.948, 0.888, 0.868, 0.86, 0.888, 0.9, 0.908, 0.88, 0.916, 0.924, 0.94, 0.96, 0.948, 0.9319999999999999, 0.944, 0.9359999999999999, 0.96, 0.9319999999999999, 0.864, 0.8200000000000001, 0.88, 0.892, 0.88, 0.844, 0.827906976744186, 0.8608695652173913, 0.9333333333333333], 'AB010291.1_Bj': [0.95, 0.984, 0.988, 0.984, 0.98, 0.98, 0.98, 0.92, 0.896, 0.888, 0.928, 0.94, 0.96, 0.948, 0.976, 0.976, 0.968, 0.952, 0.896, 0.844, 0.86, 0.908, 0.976, 0.948, 0.916, 0.904, 0.9359999999999999, 0.948, 0.94, 0.9359999999999999, 0.9255813953488372, 0.9217391304347826, 0.8666666666666667]} dist_whole_align_def_params_k2p = {'AB048704.1_genotype_C_': [0.8681719101219889, 0.9351731626008992, 0.9083728156043438, 0.8750271283550077, 0.879929128403318, 0.9015597329057567, 0.9351297624958606, 0.9459250442159328, 0.9459717143364927, 0.8760802380420646, 0.8343273948904422, 0.841497348083017, 0.8033200314745574], 'AB010291.1_Bj': [0.9671530980992109, 0.9858456107911616, 0.9438329817983037, 0.9150569322625627, 0.9372918193486423, 0.9630251291666885, 0.9481456308045444, 0.8823622232289046, 0.9077377632214376, 0.9325670957791264, 0.919398127767968, 0.9323907045444492, 0.9211964811945209]}
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Code Review: ❌ Critical issues: Unterminated string literal at line 2 ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 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 Unexpected indentation at line 82 Unexpected indentation at line 83 Unexpected indentation at line 84 Unexpected indentation at line 85 Unexpected indentation at line 86 Unexpected indentation at line 87 Unexpected indentation at line 88 Unexpected indentation at line 89 Unexpected indentation at line 90 Unexpected indentation at line 91 Unexpected indentation at line 92 Unexpected indentation at line 93 Unexpected indentation at line 94 Unexpected indentation at line 95 Unexpected indentation at line 96 Unexpected indentation at line 97 Unexpected indentation at line 98 Unexpected indentation at line 99 Unexpected indentation at line 100 Unexpected indentation at line 101 Unexpected indentation at line 102 Unexpected indentation at line 103 Unexpected indentation at line 104 Unexpected indentation at line 105 Unexpected indentation at line 106 Unexpected indentation at line 107 Unexpected indentation at line 111 Unexpected indentation at line 112 Unexpected indentation at line 113 Unexpected indentation at line 114 Unexpected indentation at line 115 Unexpected indentation at line 116 Unexpected indentation at line 117 Unexpected indentation at line 118 Unexpected indentation at line 119 Unexpected indentation at line 120 Unexpected indentation at line 121 Unexpected indentation at line 122 Unexpected indentation at line 125 Unexpected indentation at line 126 Unexpected indentation at line 127 Unexpected indentation at line 128 Unexpected indentation at line 129 Unexpected indentation at line 130 Unexpected indentation at line 131 Unexpected indentation at line 132 Unexpected indentation at line 133 Unexpected indentation at line 134 Unexpected indentation at line 135 Unexpected indentation at line 136 Unexpected indentation at line 137 ✨ Improvements: Add closing quote at line 2
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intermediate
|
general
|
code_review
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Pythoncode:Python
| 0
| 0
| 2,127
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"\nCreated on Tue Oct 22 15:58:44 2019\n\n@author: babin\n\"\"\"\n\nposits_def = [251, 501, 751, 1001, 1251, 1501, 1751, 2001, 2251, 2501, 2751, 3001, 3215]\n\ndist_whole_align_ref = {'AB048704.1_genotype_C_': \n [0.88,\n 0.938,\n 0.914,\n 0.886,\n 0.89,\n 0.908,\n 0.938,\n 0.948,\n 0.948,\n 0.886,\n 0.852,\n 0.8580645161290322,\n 0.827906976744186],\n 'AB010291.1_Bj': \n [0.968,\n 0.986,\n 0.946,\n 0.92,\n 0.94,\n 0.964,\n 0.95,\n 0.892,\n 0.914,\n 0.9359999999999999,\n 0.924,\n 0.935483870967742,\n 0.9255813953488372]}\n \n \ndist_win_250_shift_100_ref = {'AB048704.1_genotype_C_': \n [0.87,\n 0.9,\n 0.9359999999999999,\n 0.924,\n 0.944,\n 0.944,\n 0.948,\n 0.888,\n 0.868,\n 0.86,\n 0.888,\n 0.9,\n 0.908,\n 0.88,\n 0.916,\n 0.924,\n 0.94,\n 0.96,\n 0.948,\n 0.9319999999999999,\n 0.944,\n 0.9359999999999999,\n 0.96,\n 0.9319999999999999,\n 0.864,\n 0.8200000000000001,\n 0.88,\n 0.892,\n 0.88,\n 0.844,\n 0.827906976744186,\n 0.8608695652173913,\n 0.9333333333333333],\n 'AB010291.1_Bj': [0.95,\n 0.984,\n 0.988,\n 0.984,\n 0.98,\n 0.98,\n 0.98,\n 0.92,\n 0.896,\n 0.888,\n 0.928,\n 0.94,\n 0.96,\n 0.948,\n 0.976,\n 0.976,\n 0.968,\n 0.952,\n 0.896,\n 0.844,\n 0.86,\n 0.908,\n 0.976,\n 0.948,\n 0.916,\n 0.904,\n 0.9359999999999999,\n 0.948,\n 0.94,\n 0.9359999999999999,\n 0.9255813953488372,\n 0.9217391304347826,\n 0.8666666666666667]}\n \n \ndist_whole_align_def_params_k2p = {'AB048704.1_genotype_C_': \n [0.8681719101219889, \n 0.9351731626008992, \n 0.9083728156043438, \n 0.8750271283550077, \n 0.879929128403318, \n 0.9015597329057567, \n 0.9351297624958606, \n 0.9459250442159328, \n 0.9459717143364927, \n 0.8760802380420646, \n 0.8343273948904422, \n 0.841497348083017, \n 0.8033200314745574], \n'AB010291.1_Bj': \n [0.9671530980992109, \n 0.9858456107911616, \n 0.9438329817983037, \n 0.9150569322625627,\n 0.9372918193486423, \n 0.9630251291666885, \n 0.9481456308045444, \n 0.8823622232289046, \n 0.9077377632214376, \n 0.9325670957791264, \n 0.919398127767968, \n 0.9323907045444492, \n 0.9211964811945209]}"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 2\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 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 Unexpected indentation at line 82\n Unexpected indentation at line 83\n Unexpected indentation at line 84\n Unexpected indentation at line 85\n Unexpected indentation at line 86\n Unexpected indentation at line 87\n Unexpected indentation at line 88\n Unexpected indentation at line 89\n Unexpected indentation at line 90\n Unexpected indentation at line 91\n Unexpected indentation at line 92\n Unexpected indentation at line 93\n Unexpected indentation at line 94\n Unexpected indentation at line 95\n Unexpected indentation at line 96\n Unexpected indentation at line 97\n Unexpected indentation at line 98\n Unexpected indentation at line 99\n Unexpected indentation at line 100\n Unexpected indentation at line 101\n Unexpected indentation at line 102\n Unexpected indentation at line 103\n Unexpected indentation at line 104\n Unexpected indentation at line 105\n Unexpected indentation at line 106\n Unexpected indentation at line 107\n Unexpected indentation at line 111\n Unexpected indentation at line 112\n Unexpected indentation at line 113\n Unexpected indentation at line 114\n Unexpected indentation at line 115\n Unexpected indentation at line 116\n Unexpected indentation at line 117\n Unexpected indentation at line 118\n Unexpected indentation at line 119\n Unexpected indentation at line 120\n Unexpected indentation at line 121\n Unexpected indentation at line 122\n Unexpected indentation at line 125\n Unexpected indentation at line 126\n Unexpected indentation at line 127\n Unexpected indentation at line 128\n Unexpected indentation at line 129\n Unexpected indentation at line 130\n Unexpected indentation at line 131\n Unexpected indentation at line 132\n Unexpected indentation at line 133\n Unexpected indentation at line 134\n Unexpected indentation at line 135\n Unexpected indentation at line 136\n Unexpected indentation at line 137\n\n\u2728 Improvements:\n Add closing quote at line 2"}]
| false
| null | null | null |
6a4a66b1a2f63505cf706ff9fb8521db9d0bf0ee
|
TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import numpy as np # This class generates a 2D dataset with two classes, "positive" and "negative". # Each class follows a Gaussian distribution. class SimpleDataSet(): ''' A simple two dimentional dataset for visualization purposes. The date set contains points from two gaussians with mean u_i and std_i''' def __init__(self,nr_examples=100,g1 = [[-5,-5],1], g2 = [[5,5],1],balance=0.5,split=[0.8,0,0.2]): nr_positive = nr_examples*balance # number of examples of "positive" class nr_negative = nr_examples - nr_positive # number of examples of "negative" class self.mean1 = g1[0] # mean of positive class self.mean2 = g2[0] # mean of negative class self.variance1 = g1[1] # self.variance2 = g2[1] self.balance = balance self.nr_points = nr_examples X_pos_1 = np.random.normal(g1[0][0],g1[1],[nr_positive,1]) X_pos_2 = np.random.normal(g1[0][1],g1[1],[nr_positive,1]) X_pos = np.hstack([X_pos_1,X_pos_2]) X_neg_1 = np.random.normal(g2[0][0],g2[1],[nr_negative,1]) X_neg_2 = np.random.normal(g2[0][1],g2[1],[nr_negative,1]) X_neg = np.hstack([X_neg_1,X_neg_2]) y_pos = np.zeros([nr_positive,1],dtype=np.int) y_neg = np.ones([nr_negative,1],dtype=np.int) X = np.vstack([X_pos, X_neg]) y = np.vstack([y_pos, y_neg]) perm = np.random.permutation(nr_examples) self.split = split self.X = X[perm,:] self.y = y[perm] train_y,dev_y,test_y,train_X,dev_X,test_X = split_train_dev_test(self.X,self.y,split[0],split[1],split[2]) self.train_X = train_X self.train_y = train_y self.dev_X = dev_X self.dev_y = dev_y self.test_X = test_X
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self.test_y = test_y def get_name(self): return "Simple Data Set -- Mean1= (%.2f,%.2f) Var1 = %.2f Mean2= (%.2f,%.2f) Var2= %.2f \nNr. Points=%.2f, Balance=%.2f Train-Dev-Test (%.2f,.%.2f,%.2f)"%(self.mean1[0] ,self.mean1[1], self.variance1, self.mean2[0], self.mean2[1], self.variance2, self.nr_points, self.balance, self.split[0],self.split[1],self.split[2]) def get_bayes_optimal(self): params = np.zeros((3,2)) p1 = self.balance p2 = 1.0 - self.balance params[0,0] = -1.0/(2.0*self.variance1) * np.dot(self.mean1,self.mean1) + np.log(p1) params[0,1] = -1.0/(2.0*self.variance2) * np.dot(self.mean2,self.mean2) + np.log(p2) params[1,0] = 1.0/self.variance1 * self.mean1[0] params[2,0] = 1.0/self.variance1 * self.mean1[1] params[1,1] = 1.0/self.variance2 * self.mean2[0] params[2,1] = 1.0/self.variance2 * self.mean2[1] print params return params def plot_data(self,params=np.array([]),name="Naive Bayes", print_bayes_opt = True): import matplotlib.pyplot as plt fig = plt.figure() fig.suptitle(self.get_name()) axis = fig.add_subplot(1,1,1) idx,_ ... [code truncated] ...
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advanced
|
testing
|
code_completion
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Pythoncode:Python
| 4
| 1
| 3,033
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport numpy as np\n\n# This class generates a 2D dataset with two classes, \"positive\" and \"negative\".\n# Each class follows a Gaussian distribution.\nclass SimpleDataSet():\n ''' A simple two dimentional dataset for visualization purposes. The date set contains points from two gaussians with mean u_i and std_i'''\n\n def __init__(self,nr_examples=100,g1 = [[-5,-5],1], g2 = [[5,5],1],balance=0.5,split=[0.8,0,0.2]):\n nr_positive = nr_examples*balance # number of examples of \"positive\" class\n nr_negative = nr_examples - nr_positive # number of examples of \"negative\" class\n self.mean1 = g1[0] # mean of positive class\n self.mean2 = g2[0] # mean of negative class\n self.variance1 = g1[1] # \n self.variance2 = g2[1]\n self.balance = balance\n self.nr_points = nr_examples\n X_pos_1 = np.random.normal(g1[0][0],g1[1],[nr_positive,1])\n X_pos_2 = np.random.normal(g1[0][1],g1[1],[nr_positive,1])\n X_pos = np.hstack([X_pos_1,X_pos_2])\n X_neg_1 = np.random.normal(g2[0][0],g2[1],[nr_negative,1])\n X_neg_2 = np.random.normal(g2[0][1],g2[1],[nr_negative,1])\n X_neg = np.hstack([X_neg_1,X_neg_2])\n y_pos = np.zeros([nr_positive,1],dtype=np.int)\n y_neg = np.ones([nr_negative,1],dtype=np.int)\n X = np.vstack([X_pos, X_neg])\n y = np.vstack([y_pos, y_neg])\n\n \n perm = np.random.permutation(nr_examples)\n self.split = split\n self.X = X[perm,:]\n self.y = y[perm]\n train_y,dev_y,test_y,train_X,dev_X,test_X = split_train_dev_test(self.X,self.y,split[0],split[1],split[2])\n self.train_X = train_X\n self.train_y = train_y\n self.dev_X = dev_X\n self.dev_y = dev_y\n self.test_X = test_X"}, {"role": "assistant", "content": "\n self.test_y = test_y\n\n def get_name(self):\n return \"Simple Data Set -- Mean1= (%.2f,%.2f) Var1 = %.2f Mean2= (%.2f,%.2f) Var2= %.2f \\nNr. Points=%.2f, Balance=%.2f Train-Dev-Test (%.2f,.%.2f,%.2f)\"%(self.mean1[0] ,self.mean1[1], self.variance1, self.mean2[0], self.mean2[1], self.variance2, self.nr_points, self.balance, self.split[0],self.split[1],self.split[2])\n\n def get_bayes_optimal(self):\n params = np.zeros((3,2))\n p1 = self.balance\n p2 = 1.0 - self.balance\n params[0,0] = -1.0/(2.0*self.variance1) * np.dot(self.mean1,self.mean1) + np.log(p1)\n params[0,1] = -1.0/(2.0*self.variance2) * np.dot(self.mean2,self.mean2) + np.log(p2)\n params[1,0] = 1.0/self.variance1 * self.mean1[0]\n params[2,0] = 1.0/self.variance1 * self.mean1[1]\n params[1,1] = 1.0/self.variance2 * self.mean2[0]\n params[2,1] = 1.0/self.variance2 * self.mean2[1]\n print params\n return params\n \n def plot_data(self,params=np.array([]),name=\"Naive Bayes\", print_bayes_opt = True):\n import matplotlib.pyplot as plt\n fig = plt.figure()\n fig.suptitle(self.get_name())\n axis = fig.add_subplot(1,1,1)\n idx,_\n\n ... [code truncated] ..."}]
| false
| null | null | null |
6a4a72c7391f2894d44f2f4cea661cdcb3c4d282
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- # # Break repeating-key XOR # # It is officially on, now. # # This challenge isn't conceptually hard, but it involves actual # error-prone coding. The other challenges in this set are there to bring # you up to speed. This one is there to qualify you. If you can do this # one, you're probably just fine up to Set 6. # # There's a file here: # # http://cryptopals.com/static/challenge-data/6.txt # # It's been base64'd after being encrypted with repeating-key XOR. # # Decrypt it. # # Here's how: # # 1. Let KEYSIZE be the guessed length of the key; try values from 2 to # (say) 40. # 2. Write a function to compute the edit distance/Hamming distance between # two strings. The Hamming distance is just the number of differing # bits. The distance between: # # this is a test # # and # # wokka wokka!!! # # is 37. *Make sure your code agrees before you proceed.* # 3. For each KEYSIZE, take the first KEYSIZE worth of bytes, and the # second KEYSIZE worth of bytes, and find the edit distance between them. # Normalize this result by dividing by KEYSIZE. # 4. The KEYSIZE with the smallest normalized edit distance is probably the # key. You could proceed perhaps with the smallest 2-3 KEYSIZE values. # Or take 4 KEYSIZE blocks instead of 2 and average the distances. # 5. Now that you probably know the KEYSIZE: break the ciphertext into # blocks of KEYSIZE length. # 6. Now transpose the blocks: make a block that is the first byte of every # block, and a block that is the second byte of every block, and so on. # 7. Solve each block as
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 8 • Block at line 13 has no indented body • Block at line 21 has no indented body Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 1,684
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n#\n# Break repeating-key XOR\n#\n# It is officially on, now.\n#\n# This challenge isn't conceptually hard, but it involves actual\n# error-prone coding. The other challenges in this set are there to bring\n# you up to speed. This one is there to qualify you. If you can do this\n# one, you're probably just fine up to Set 6.\n#\n# There's a file here:\n#\n# http://cryptopals.com/static/challenge-data/6.txt\n#\n# It's been base64'd after being encrypted with repeating-key XOR.\n#\n# Decrypt it.\n#\n# Here's how:\n#\n# 1. Let KEYSIZE be the guessed length of the key; try values from 2 to\n# (say) 40.\n# 2. Write a function to compute the edit distance/Hamming distance between\n# two strings. The Hamming distance is just the number of differing\n# bits. The distance between:\n#\n# this is a test\n#\n# and\n#\n# wokka wokka!!!\n#\n# is 37. *Make sure your code agrees before you proceed.*\n# 3. For each KEYSIZE, take the first KEYSIZE worth of bytes, and the\n# second KEYSIZE worth of bytes, and find the edit distance between them.\n# Normalize this result by dividing by KEYSIZE.\n# 4. The KEYSIZE with the smallest normalized edit distance is probably the\n# key. You could proceed perhaps with the smallest 2-3 KEYSIZE values.\n# Or take 4 KEYSIZE blocks instead of 2 and average the distances.\n# 5. Now that you probably know the KEYSIZE: break the ciphertext into\n# blocks of KEYSIZE length.\n# 6. Now transpose the blocks: make a block that is the first byte of every\n# block, and a block that is the second byte of every block, and so on.\n# 7. Solve each block as"}, {"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 8\n \u2022 Block at line 13 has no indented body\n \u2022 Block at line 21 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6a4a8d86cea615c452f20cba99db27d3430077bf
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import torch import torch.nn as nn import torch.nn.functional as f from prettytable import PrettyTable from c2nl.modules.char_embedding import CharEmbedding from c2nl.modules.embeddings import Embeddings from c2nl.modules.highway import Highway from c2nl.encoders.transformer import TransformerEncoder from c2nl.decoders.transformer import TransformerDecoder from c2nl.inputters import constants from c2nl.modules.global_ ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: from c2nl.modules.copy_generator import CopyGenerator, CopyGeneratorCriterion from c2nl.utils.misc import sequence_mask class Embedder(nn.Module):
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 0
| 1
| 422
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as f\n\nfrom prettytable import PrettyTable\nfrom c2nl.modules.char_embedding import CharEmbedding\nfrom c2nl.modules.embeddings import Embeddings\nfrom c2nl.modules.highway import Highway\nfrom c2nl.encoders.transformer import TransformerEncoder\nfrom c2nl.decoders.transformer import TransformerDecoder\nfrom c2nl.inputters import constants\nfrom c2nl.modules.global_\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\nfrom c2nl.modules.copy_generator import CopyGenerator, CopyGeneratorCriterion\nfrom c2nl.utils.misc import sequence_mask\n\n\nclass Embedder(nn.Module):"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6a4a939ebfe3446641070ee1531f5dae14b39a3f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import logging from cattle import Config from cattle.utils import reply, popen from .compute import DockerCompute from cattle.agent.handler import BaseHandler from cattle.progress import Progress from cattle.type_manager import get_type, MARSHALLER from . import docker_client import subprocess import os import time def ns_exec(pid, event): script = os.path.join(Config.home(), 'events', event.name.split(';')[0]) cmd = ['nsenter', '-F', '-m', '-u', '-i', '-n', '-p', '-t', str(pid), '--', script] marshaller = get_type(MARSHALLER) input = marshaller.to_string(event) data = None env = {} with open('/proc/{}/environ'.format(pid)) as f: for line in f.read().split('\0'): if not len(line): continue kv = line.split('=', 1) if kv[0].startswith('CATTLE'): env[kv[0]] = kv[1] env['PATH'] = os.environ['PATH'] env['CATTLE_CONFIG_URL'] = Config.config_url() for i in range(3): p = popen(cmd, env=env, stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.STDOUT) output, error = p.communicate(input=input) retcode = p.poll() if retcode == 0: break exists_cmd = cmd[:-1] + ['/usr/bin/test', '-e', script] if popen(exists_cmd, env=env).wait() == 0: break # Sleep and try again if missing time.sleep(1) if retcode: return retcode, output, None text = [] for line in output.splitlines(): if line.startswith('{'): data = marshaller.from_string(line) break text.append(line) return retcode, ''.join(text), data class DockerDelegate(BaseHandler): def __init__(self): self.compute = DockerCompute() pass def events(self): return ['delegate.request'] ... [1 more functiondefs truncated] ...
|
Functions: ns_exec, __init__, events Classes: DockerDelegate This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 3
| 1
| 2,072
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport logging\n\nfrom cattle import Config\nfrom cattle.utils import reply, popen\nfrom .compute import DockerCompute\nfrom cattle.agent.handler import BaseHandler\nfrom cattle.progress import Progress\nfrom cattle.type_manager import get_type, MARSHALLER\nfrom . import docker_client\n\nimport subprocess\nimport os\nimport time\n\ndef ns_exec(pid, event):\n script = os.path.join(Config.home(), 'events', event.name.split(';')[0])\n cmd = ['nsenter',\n '-F',\n '-m',\n '-u',\n '-i',\n '-n',\n '-p',\n '-t', str(pid),\n '--', script]\n\n marshaller = get_type(MARSHALLER)\n input = marshaller.to_string(event)\n data = None\n\n env = {}\n with open('/proc/{}/environ'.format(pid)) as f:\n for line in f.read().split('\\0'):\n if not len(line):\n continue\n kv = line.split('=', 1)\n if kv[0].startswith('CATTLE'):\n env[kv[0]] = kv[1]\n\n env['PATH'] = os.environ['PATH']\n env['CATTLE_CONFIG_URL'] = Config.config_url()\n\n for i in range(3):\n p = popen(cmd,\n env=env,\n stdin=subprocess.PIPE,\n stdout=subprocess.PIPE,\n stderr=subprocess.STDOUT)\n output, error = p.communicate(input=input)\n retcode = p.poll()\n\n if retcode == 0:\n break\n\n exists_cmd = cmd[:-1] + ['/usr/bin/test', '-e', script]\n if popen(exists_cmd, env=env).wait() == 0:\n break\n\n # Sleep and try again if missing\n time.sleep(1)\n\n if retcode:\n return retcode, output, None\n\n text = []\n for line in output.splitlines():\n if line.startswith('{'):\n data = marshaller.from_string(line)\n break\n text.append(line)\n\n return retcode, ''.join(text), data\n\n\nclass DockerDelegate(BaseHandler):\n def __init__(self):\n self.compute = DockerCompute()\n pass\n\n def events(self):\n return ['delegate.request']\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: ns_exec, __init__, events\n Classes: DockerDelegate\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6a4c4690f289d0da27d1fd0d344a2302e88669f6
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import sys import pytz #import xml.utils.iso8601 import time import numpy from datetime import date, datetime, timedelta from matplotlib import pyplot as plt from exchange import cb_exchange as cb_exchange from exchange import CoinbaseExchangeAuth from abc import ABCMeta, abstractmethod class strategy(object): """`strategy` defines an abstract base strategy class. Minimum required to create a strategy is a file with a class which inherits from strategy containing a backtest_strategy function. As a bonus, strategy includes utility functions like calculate_historic_data. """ __metaclass__ = ABCMeta def __init__(name="default name", interval=5): """Constructor for an abstract strategy. You can modify it as needed. \n`interval`: a.k.a timeslice the amount of time in seconds for each 'tick' default is 5 \n`name`: a string name for the strategy """ self.name = name self.interval = interval self.times_recalculated = 0 @abstractmethod def trade(self, timeslice): """Perform operations on a timeslice. \n`timeslice`: a section of trade data with time length equal to the strategy's interval, formatted as follows: \n[time, low, high, open, close, volume] """ return ... [2 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 13 Invalid syntax at line 38: ... [2 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 16 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 💡 Suggestions: Complete the expression on the last line Add closing quote at line 13 Review syntax near the error location
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 2
| 1
| 1,345
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport sys\nimport pytz\n#import xml.utils.iso8601\nimport time\nimport numpy\nfrom datetime import date, datetime, timedelta\nfrom matplotlib import pyplot as plt\nfrom exchange import cb_exchange as cb_exchange\nfrom exchange import CoinbaseExchangeAuth\nfrom abc import ABCMeta, abstractmethod\n\nclass strategy(object):\n \"\"\"`strategy` defines an abstract base strategy class. Minimum required to create a strategy is a file with a class which inherits from strategy containing a backtest_strategy function. As a bonus, strategy includes utility functions like calculate_historic_data.\n\n \"\"\"\n __metaclass__ = ABCMeta\n\n def __init__(name=\"default name\", interval=5):\n \"\"\"Constructor for an abstract strategy. You can modify it as needed.\n\n \\n`interval`: a.k.a timeslice the amount of time in seconds for each 'tick' default is 5\n \\n`name`: a string name for the strategy\n \"\"\"\n self.name = name\n self.interval = interval\n self.times_recalculated = 0\n\n @abstractmethod\n def trade(self, timeslice):\n \"\"\"Perform operations on a timeslice.\n\n \\n`timeslice`: a section of trade data with time length equal to the strategy's interval, formatted as follows:\n \\n[time, low, high, open, close, volume]\n \"\"\"\n return\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 Unterminated string literal at line 13\n Invalid syntax at line 38: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 16\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 13\n Review syntax near the error location"}]
| false
| null | null | null |
6a4da8a95b67b63d32309af5c23df6977103484a
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import numpy as np # Perceptron def predict_perceptron(inputs, weights): if np.dot(inputs, weights) > 0: return 1 else: return 0 def predict_perceptron_proper(inputs, weights: def step_function(input): return 1 if input > 0 else 0 def linear_model(inputs, weights): return np.dot(inputs, weights) return step_function(linear_model(inputs, weights)) def neuron(inputs, weights): def sigmoid_function(input): return 1 / (1 + np.exp(-1 * input)) def linear_model(inputs, weights): return np.dot(inputs, weights) return sigmoid_function(linear_model(inputs, weights)) neural_network = neuron(neuron(inputs, weights1), weights2)
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 10 - expected ')' • Block at line 10 has no indented body • Block at line 20 has no indented body Fixes: • Add closing ')' bracket • Review code syntax
|
advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 7
| 0
| 714
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport numpy as np\n\n# Perceptron\ndef predict_perceptron(inputs, weights):\n if np.dot(inputs, weights) > 0:\n return 1\n else:\n return 0\n\ndef predict_perceptron_proper(inputs, weights:\n\n def step_function(input):\n return 1 if input > 0 else 0\n\n def linear_model(inputs, weights):\n return np.dot(inputs, weights)\n\n return step_function(linear_model(inputs, weights))\n\ndef neuron(inputs, weights):\n\n def sigmoid_function(input):\n return 1 / (1 + np.exp(-1 * input))\n\n def linear_model(inputs, weights):\n return np.dot(inputs, weights)\n\n return sigmoid_function(linear_model(inputs, weights))\n\nneural_network = neuron(neuron(inputs, weights1), weights2)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 10 - expected ')'\n \u2022 Block at line 10 has no indented body\n \u2022 Block at line 20 has no indented body\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
dbde179232e6a3f834cec05a67d959715c486849
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: class DataParallelLoss(nn.Module): """ This is simply a wrapper class to compute the OroJaR efficiently over several GPUs """ def __init__(self, G): super(DataParallelLoss, self).__init__() self.G = G def forward(self, z, y, w, Q): penalty = orojar(self.G, z, c=y, w=w, G_z=None, Q=Q, multiple_layers=False) return penalty # The main training file. Config is a dictionary specifying the configuration # of this training run. ... [2 more functiondefs truncated] ...
|
Functions: __init__, forward Classes: DataParallelLoss This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 2
| 1
| 529
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nclass DataParallelLoss(nn.Module):\n \"\"\"\n This is simply a wrapper class to compute the OroJaR efficiently over several GPUs\n \"\"\"\n\n def __init__(self, G):\n super(DataParallelLoss, self).__init__()\n self.G = G\n\n def forward(self, z, y, w, Q):\n penalty = orojar(self.G, z, c=y, w=w, G_z=None, Q=Q, multiple_layers=False)\n\n return penalty\n\n\n# The main training file. Config is a dictionary specifying the configuration\n# of this training run.\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, forward\n Classes: DataParallelLoss\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
dbde2669ec80772673d5f19711266d806c399444
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import xlsxwriter import pandas as pd import n
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
beginner
|
database
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 46
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport xlsxwriter\nimport pandas as pd\nimport n"}, {"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
|
dbde5b0dbcab23e1ef72b1961f7810d2ab8cc002
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python3 import os import re import glob import boto3 import requests import subprocess from time import sleep def retrieve_eni_ids(): ec2 = boto3.resource('ec2') enis = [] for eni in ec2.network_interfaces.all(): for tag in eni.tag_set: if tag['Key'] == TAG_KEY: if tag['Value'] == DEPLOY_UUID: enis.append(eni.network_interface_id) return enis if len(enis) > 0 else None def attach_eni_ids(): c_ec2 = boto3.client('ec2') r_ec2 = boto3.resource('ec2') i_id = requests.get('http://169.254.169.254/latest/meta-data/instance-id').text eni_ids = retrieve_eni_ids() device_number = len(r_ec2.Instance(i_id).network_interfaces) + 1 for eni_id in en Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python3 import os import re import glob import boto3 import requests import subprocess from time import sleep def retrieve_eni_ids(): ec2 = boto3.resource('ec2') enis = [] for eni in ec2.network_interfaces.all(): for tag in eni.tag_set: if tag['Key'] == TAG_KEY: if tag['Value'] == DEPLOY_UUID: enis.append(eni.network_interface_id) Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 5
| 0
| 762
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport os\nimport re\nimport glob\nimport boto3\nimport requests\nimport subprocess\n\nfrom time import sleep\n\ndef retrieve_eni_ids():\n ec2 = boto3.resource('ec2')\n enis = []\n\n for eni in ec2.network_interfaces.all():\n for tag in eni.tag_set:\n if tag['Key'] == TAG_KEY:\n if tag['Value'] == DEPLOY_UUID:\n enis.append(eni.network_interface_id)\n\n return enis if len(enis) > 0 else None\n\n\ndef attach_eni_ids():\n c_ec2 = boto3.client('ec2')\n r_ec2 = boto3.resource('ec2')\n\n i_id = requests.get('http://169.254.169.254/latest/meta-data/instance-id').text\n eni_ids = retrieve_eni_ids()\n device_number = len(r_ec2.Instance(i_id).network_interfaces) + 1\n\n for eni_id in en\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python3\n\nimport os\nimport re\nimport glob\nimport boto3\nimport requests\nimport subprocess\n\nfrom time import sleep\n\ndef retrieve_eni_ids():\n ec2 = boto3.resource('ec2')\n enis = []\n\n for eni in ec2.network_interfaces.all():\n for tag in eni.tag_set:\n if tag['Key'] == TAG_KEY:\n if tag['Value'] == DEPLOY_UUID:\n enis.append(eni.network_interface_id)\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
dbde9d29ec27efc6184d1b64557b595e4c3e0755
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import csv import datetime import random import os from parsers.parser_base import ParserBase def filetime_to_epoch_datetime(file_time): if isinstance(file_time, int): microseconds_since_file_time_epoch = file_time / FILE_TIME_MICROSECOND else: microseconds_since_file_time_epoch = int(file_time) / FILE_TIME_MICROSECOND return FILE_TIME_EPOCH + datetime.timedelta(microseconds=microseconds_since_file_time_epoch) class SrumParser(ParserBase): CSV_FIELDS = { "Unknown1.csv": ["TimeStamp", "AppId", "UserId", "EndTime", "DurationMS"], "Unknown2.csv": [], "Unknown3.csv": [], "Unknown4.csv": ["TimeStamp", "AppId", "UserId"], # Complete this line "SruDbIdMapTable.csv": [], "Network Usage.csv": ["TimeStamp", "AppId", "UserId", "InterfaceLuid", "L2ProfileId", "BytesSent", "BytesRecvd"], "Network Connections.csv": [], "Energy Usage.csv": [], "Energy Usage(Long - Term).csv": [], "Application Resources.csv": ["TimeStamp", "AppId", "UserId"], "Application Resource Usage.csv": ["TimeStamp", "AppId", "UserId"] } PARSING_TOOL = r"Tools\ese-analyst-master\ese2csv.exe" PARSE_COMMAND = "{parser_path} -o {output_path} -p srudb_plugin {srum_db} --plugin-args {software_hive}" def __init__(self, temp, config): super().__init__(config) self.temp_result_path = temp ... [1 more functiondefs truncated] ...
|
The missing line is: "SruDbCheckpointTable.csv": [],
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advanced
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 1,512
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport csv\nimport datetime\nimport random\nimport os\nfrom parsers.parser_base import ParserBase\n\ndef filetime_to_epoch_datetime(file_time):\n if isinstance(file_time, int):\n microseconds_since_file_time_epoch = file_time / FILE_TIME_MICROSECOND\n else:\n microseconds_since_file_time_epoch = int(file_time) / FILE_TIME_MICROSECOND\n return FILE_TIME_EPOCH + datetime.timedelta(microseconds=microseconds_since_file_time_epoch)\n\n\nclass SrumParser(ParserBase):\n CSV_FIELDS = {\n \"Unknown1.csv\": [\"TimeStamp\", \"AppId\", \"UserId\", \"EndTime\", \"DurationMS\"],\n \"Unknown2.csv\": [],\n \"Unknown3.csv\": [],\n \"Unknown4.csv\": [\"TimeStamp\", \"AppId\", \"UserId\"],\n # Complete this line\n \"SruDbIdMapTable.csv\": [],\n \"Network Usage.csv\": [\"TimeStamp\", \"AppId\", \"UserId\", \"InterfaceLuid\", \"L2ProfileId\", \"BytesSent\",\n \"BytesRecvd\"],\n \"Network Connections.csv\": [],\n \"Energy Usage.csv\": [],\n \"Energy Usage(Long - Term).csv\": [],\n \"Application Resources.csv\": [\"TimeStamp\", \"AppId\", \"UserId\"],\n \"Application Resource Usage.csv\": [\"TimeStamp\", \"AppId\", \"UserId\"]\n }\n\n PARSING_TOOL = r\"Tools\\ese-analyst-master\\ese2csv.exe\"\n PARSE_COMMAND = \"{parser_path} -o {output_path} -p srudb_plugin {srum_db} --plugin-args {software_hive}\"\n\n def __init__(self, temp, config):\n super().__init__(config)\n self.temp_result_path = temp\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n \"SruDbCheckpointTable.csv\": [],"}]
| false
| null | null | null |
dbdf10789c79bc37376b7fcca6ae9a0b284ccf83
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.http import HttpRequest from django.middleware.csrf import _compare_salted_tokens as equivalent_tokens from django.template.context_processors import csrf from django.test import SimpleTestCase class TestContextProcessor(SimpleTestCase): def test_force_token_to_string(self): request = HttpRequest() test_token = '1bcdefghij2bcdefghij3bcdefghij4bcdefghij5bcdefghij6bcdefghijABCD' request.META['CSRF_COOKIE'] = test_token token = csrf(reques
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 13 - expected ')' • SyntaxError: '(' was never closed at line 13 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 503
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.http import HttpRequest\r\nfrom django.middleware.csrf import _compare_salted_tokens as equivalent_tokens\r\nfrom django.template.context_processors import csrf\r\nfrom django.test import SimpleTestCase\r\n\r\n\r\nclass TestContextProcessor(SimpleTestCase):\r\n\r\n def test_force_token_to_string(self):\r\n request = HttpRequest()\r\n test_token = '1bcdefghij2bcdefghij3bcdefghij4bcdefghij5bcdefghij6bcdefghijABCD'\r\n request.META['CSRF_COOKIE'] = test_token\r\n token = csrf(reques"}, {"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 13 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 13\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
dbdfe8bd7432ddafe572e5360642d04fff53f125
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import sys import das import traceback class ReservedNameError(Exception): def __init__(self, name): super(ReservedNameError, self).__init__("'%s' is a reserved name" % name) class VersionError(Exception): def __init__(self, msg=None, current_version=None, required_version=None): fullmsg = "ersion error" if required_version: fullmsg += ": %s required" % required_version else: fullmsg += ": no requirements" if current_version: fullmsg += ", %s in use" % current_version else: fullmsg += ", no version info" if msg: fullmsg = msg + " v" + fullmsg else: fullmsg = "V" + fullmsg super(VersionError, self).__init__(fullmsg) class GlobalValidationDisabled(object): def __init__(self, data): super(GlobalValidationDisabled, self).__init__() self.data = data self.oldstate = None def __enter__(self): try: self.oldstate = self.data._is_global_validation_enabled() self.data._enable_global_validation(False) except: pass return self.data def __exit__(self, type, value, traceback): if self.oldstate is not None: self.data._enable_global_validation(self.oldstate) self.oldstate = None Error: SyntaxError / EOF
|
Fixed Code: import sys import das import traceback class ReservedNameError(Exception): def __init__(self, name): super(ReservedNameError, self).__init__("'%s' is a reserved name" % name) class VersionError(Exception): def __init__(self, msg=None, current_version=None, required_version=None): fullmsg = "ersion error" if required_version: fullmsg += ": %s required" % required_version else: fullmsg += ": no requirements" if current_version: fullmsg += ", %s in use" % current_version else: Explanation: Complete the truncated code structure
|
advanced
|
ui
|
error_fixing
|
Pythoncode:Python
| 12
| 4
| 1,296
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport sys\nimport das\nimport traceback\n\n\nclass ReservedNameError(Exception):\n def __init__(self, name):\n super(ReservedNameError, self).__init__(\"'%s' is a reserved name\" % name)\n\n\nclass VersionError(Exception):\n def __init__(self, msg=None, current_version=None, required_version=None):\n fullmsg = \"ersion error\"\n if required_version:\n fullmsg += \": %s required\" % required_version\n else:\n fullmsg += \": no requirements\"\n if current_version:\n fullmsg += \", %s in use\" % current_version\n else:\n fullmsg += \", no version info\"\n if msg:\n fullmsg = msg + \" v\" + fullmsg\n else:\n fullmsg = \"V\" + fullmsg\n super(VersionError, self).__init__(fullmsg)\n\n\nclass GlobalValidationDisabled(object):\n def __init__(self, data):\n super(GlobalValidationDisabled, self).__init__()\n self.data = data\n self.oldstate = None\n\n def __enter__(self):\n try:\n self.oldstate = self.data._is_global_validation_enabled()\n self.data._enable_global_validation(False)\n except:\n pass\n return self.data\n\n def __exit__(self, type, value, traceback):\n if self.oldstate is not None:\n self.data._enable_global_validation(self.oldstate)\n self.oldstate = None\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport sys\nimport das\nimport traceback\n\n\nclass ReservedNameError(Exception):\n def __init__(self, name):\n super(ReservedNameError, self).__init__(\"'%s' is a reserved name\" % name)\n\n\nclass VersionError(Exception):\n def __init__(self, msg=None, current_version=None, required_version=None):\n fullmsg = \"ersion error\"\n if required_version:\n fullmsg += \": %s required\" % required_version\n else:\n fullmsg += \": no requirements\"\n if current_version:\n fullmsg += \", %s in use\" % current_version\n else:\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
dbe03e42e9b3d1f6b76452c08db25467c63f6175
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #! /usr/bin/python3 from help import * import time # short-forms are used, so as to reduce the .json file size # t : type - d or f # d : directory # f : file # ts : timestamp # dirs : The dictionary containing info about directory contents # time : edit time of the file/folder # s : size of the file/folder # p : full path of the file/folder # n : name of the main file/folder in the .json file # i : info about the contents in the .json file # folder = {'t': 'd', 's': get_size(dir_dict), 'p': full_path + '/' + entity, 'time': get_time(stats), 'dirs': dir_dict} # file = {'t': 'f', 's': stats.st_size, 'p': full_path + '/' + entity, 'time': get_time(stats)} # info = {'t': 'd', 's': size, 'p': base_path, 'time': get_time(stats), 'dirs': info} # write = {'n': examine_name, 'ts': time.time(), 'i': info} # info = {'t': 'f', 's': stats.st_size, 'p': base_path, 'time': get_time(stats)} # write = {'n': examine_name, 'ts': time.time(), 'i': info} def get_save_config(base_path: str) -> None: global examine_name, save_filename examine_name = base_path.strip().split('/')[-1] save_filename = examine_name + '.json' if not os.path.lexists(constants.save_folder_name): execute_bash("mkdir " + constants.save_folder_name) def get_info_dict(sub_path: str) -> dict: global no_of_files, no_of_dirs, _base_path, _ignore, errors full_path = _base_path + '/' + sub_path full_path = full_path.strip() if full_path.endswith('/'): full_path = full_path[:-1] edit_dict = dict() try: entity_list = os.listdir(full_path) for entity in entity_list: ignore_it = False if _ignore or to_be_ignored(full_path + '/' + entity): # ignoring cache temp etc files ignore_it = True if not ignore_it: try: stats = os.stat(full_path + '/' + entity) if not os.path.islink(full_path + '/' + entity): if os.path.isdir(full_path + '/' + entity): no_of_dirs += 1 new_sub_path = sub_path + '/' + entity dir_dict = get_info_dict(new_sub_path) edit_dict[entity] = {'t': 'd', 's': get_size(dir_dict), 'p': full_path + '/' + entity, 'time': get_time(stats), 'dirs': dir_dict} if os.path.isfile(full_path + '/' + entity): no_of_files += 1 edit_dict[entity] = {'t': 'f', 's': stats.st_size, 'p': full_path + '/' + entity, 'time': get_time(stats)} except FileNotFoundError: errors.append(full_path + '/' + entity) except PermissionError: errors.append(full_path) return edit_dict ... [1 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 46 Buggy code: if _ignore or to_be_ignored(full_path + '/' + entity): # ignoring cache temp etc files Should be: if _ignore and to_be_ignored(full_path + '/' + entity): # ignoring cache temp etc files Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
intermediate
|
database
|
logical_errors
|
Pythoncode:Python
| 2
| 0
| 2,942
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#! /usr/bin/python3\nfrom help import *\nimport time\n\n# short-forms are used, so as to reduce the .json file size\n# t : type - d or f\n# d : directory\n# f : file\n# ts : timestamp\n# dirs : The dictionary containing info about directory contents\n# time : edit time of the file/folder\n# s : size of the file/folder\n# p : full path of the file/folder\n# n : name of the main file/folder in the .json file\n# i : info about the contents in the .json file\n\n# folder = {'t': 'd', 's': get_size(dir_dict), 'p': full_path + '/' + entity, 'time': get_time(stats), 'dirs': dir_dict}\n# file = {'t': 'f', 's': stats.st_size, 'p': full_path + '/' + entity, 'time': get_time(stats)}\n\n# info = {'t': 'd', 's': size, 'p': base_path, 'time': get_time(stats), 'dirs': info}\n# write = {'n': examine_name, 'ts': time.time(), 'i': info}\n\n# info = {'t': 'f', 's': stats.st_size, 'p': base_path, 'time': get_time(stats)}\n# write = {'n': examine_name, 'ts': time.time(), 'i': info}\n\ndef get_save_config(base_path: str) -> None:\n global examine_name, save_filename\n examine_name = base_path.strip().split('/')[-1]\n save_filename = examine_name + '.json'\n if not os.path.lexists(constants.save_folder_name):\n execute_bash(\"mkdir \" + constants.save_folder_name)\n\n\ndef get_info_dict(sub_path: str) -> dict:\n global no_of_files, no_of_dirs, _base_path, _ignore, errors\n full_path = _base_path + '/' + sub_path\n full_path = full_path.strip()\n if full_path.endswith('/'):\n full_path = full_path[:-1]\n edit_dict = dict()\n\n try:\n entity_list = os.listdir(full_path)\n for entity in entity_list:\n ignore_it = False\n if _ignore or to_be_ignored(full_path + '/' + entity): # ignoring cache temp etc files\n ignore_it = True\n if not ignore_it:\n try:\n stats = os.stat(full_path + '/' + entity)\n if not os.path.islink(full_path + '/' + entity):\n if os.path.isdir(full_path + '/' + entity):\n no_of_dirs += 1\n new_sub_path = sub_path + '/' + entity\n dir_dict = get_info_dict(new_sub_path)\n edit_dict[entity] = {'t': 'd', 's': get_size(dir_dict), 'p': full_path + '/' + entity,\n 'time': get_time(stats), 'dirs': dir_dict}\n if os.path.isfile(full_path + '/' + entity):\n no_of_files += 1\n edit_dict[entity] = {'t': 'f', 's': stats.st_size, 'p': full_path + '/' + entity,\n 'time': get_time(stats)}\n except FileNotFoundError:\n errors.append(full_path + '/' + entity)\n except PermissionError:\n errors.append(full_path)\n return edit_dict\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong logical operator\n Severity: CRITICAL\n\n Location: Line 46\n\n Buggy code:\n if _ignore or to_be_ignored(full_path + '/' + entity): # ignoring cache temp etc files\n\n Should be:\n if _ignore and to_be_ignored(full_path + '/' + entity): # ignoring cache temp etc files\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
dbe088a01c052a1745bf75ba9a62254a5f03f63b
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- # Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. # See https://llvm.org/LICENSE.txt for license information. # SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception def scan_build(): """ Entry point for scan-build command. """ args = parse_args_for_scan_build() # will re-assign the report directory as new output with report_directory( args.output, args.keep_empty, args.output_format) as args.output: # Run against a build command. there are cases, when analyzer run # is not required. But we need to set up everything for the # wrappers, because 'configure' needs to capture the CC/CXX values # for the Makefile. if args.intercept_first: # Run build command with intercept module. exit_code = capture(args) # Run the analyzer against the captured commands. if need_analyzer(args.build): govern_analyzer_runs(args) else: # Run build command and analyzer with compiler wrappers. environment = setup_environment(args) exit_code = run_build(args.build, env=environment) # Cover report generation and bug counting. number_of_bugs = document(args) # Set exit status as it was requested. return number_of_bugs if args.status_bugs else exit_code @command_entry_point def analyze_build(): """ Entry point for analyze-build command. """ args = parse_args_for_analyze_build() # will re-assign the report directory as new output with report_directory(args.output, args.keep_empty, args.output_format) as args.output: # Run the analyzer against a compilation db. govern_analyzer_runs(args) # Cover report generation and bug counting. number_of_bugs = document(args) # Set exit status as it was requested. return number_of_bugs if args.status_bugs else 0 def need_analyzer(args): """ Check the intent of the build command. When static analyzer run against project configure step, it should be silent and no need to run the analyzer or generate report. To run `scan-build` against the configure step might be necessary, when compiler wrappers are used. That's the moment when build setup check the compiler and capture the location for the build process. """ return len(args) and not re.search(r'configure|autogen', args[0]) def prefix_with(constant, pieces): """ From a sequence create another sequence where every second element is from the original sequence and the odd elements are the prefix. eg.: prefix_with(0, [1,2,3]) creates [0, 1, 0, 2, 0, 3] """ return [elem for piece in pieces for elem in [constant, piece]] ... [32 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 48 Invalid syntax at line 70: ... [32 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 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 22 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 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 51 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 62 ✨ Improvements: Complete the expression on the last line Add closing quote at line 48 Review syntax near the error location
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 4
| 0
| 2,846
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.\n# See https://llvm.org/LICENSE.txt for license information.\n# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception\ndef scan_build():\n \"\"\" Entry point for scan-build command. \"\"\"\n\n args = parse_args_for_scan_build()\n # will re-assign the report directory as new output\n with report_directory(\n args.output, args.keep_empty, args.output_format) as args.output:\n # Run against a build command. there are cases, when analyzer run\n # is not required. But we need to set up everything for the\n # wrappers, because 'configure' needs to capture the CC/CXX values\n # for the Makefile.\n if args.intercept_first:\n # Run build command with intercept module.\n exit_code = capture(args)\n # Run the analyzer against the captured commands.\n if need_analyzer(args.build):\n govern_analyzer_runs(args)\n else:\n # Run build command and analyzer with compiler wrappers.\n environment = setup_environment(args)\n exit_code = run_build(args.build, env=environment)\n # Cover report generation and bug counting.\n number_of_bugs = document(args)\n # Set exit status as it was requested.\n return number_of_bugs if args.status_bugs else exit_code\n\n\n@command_entry_point\ndef analyze_build():\n \"\"\" Entry point for analyze-build command. \"\"\"\n\n args = parse_args_for_analyze_build()\n # will re-assign the report directory as new output\n with report_directory(args.output, args.keep_empty, args.output_format) as args.output:\n # Run the analyzer against a compilation db.\n govern_analyzer_runs(args)\n # Cover report generation and bug counting.\n number_of_bugs = document(args)\n # Set exit status as it was requested.\n return number_of_bugs if args.status_bugs else 0\n\n\ndef need_analyzer(args):\n \"\"\" Check the intent of the build command.\n\n When static analyzer run against project configure step, it should be\n silent and no need to run the analyzer or generate report.\n\n To run `scan-build` against the configure step might be necessary,\n when compiler wrappers are used. That's the moment when build setup\n check the compiler and capture the location for the build process. \"\"\"\n\n return len(args) and not re.search(r'configure|autogen', args[0])\n\n\ndef prefix_with(constant, pieces):\n \"\"\" From a sequence create another sequence where every second element\n is from the original sequence and the odd elements are the prefix.\n\n eg.: prefix_with(0, [1,2,3]) creates [0, 1, 0, 2, 0, 3] \"\"\"\n\n return [elem for piece in pieces for elem in [constant, piece]]\n\n\n\n ... [32 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 48\n Invalid syntax at line 70: ... [32 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\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 22\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 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 51\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 62\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 48\n Review syntax near the error location"}]
| false
| null | null | null |
dbe08be9b24ad6685aafe893f7f5de89e33519df
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 # pylint: disable=C0103 # pylint: disable=R0902 # pylint: disable=R0903 # pylint: disable=R0913 """ Définie la classe TableBorder """ class TableBorder: """ Facillite l'usage de l'UNICODE """ def __init__(self, top_left, top_split, top_right, mid_left, mid_split, mid_right, low_left, low_split, low_right, horizontal, vertical): """ Constructeur """ self.top_left = top_left ... code continues ...
|
Completion: Missing: Function '__init__' is incomplete - body truncated To complete: • Complete the function '__init__' body and add missing return Example continuation: self.top_split = top_split self.top_right = top_right self.mid_left = mid_left self.mid_split = mid_split self.mid_right = mid_right
|
advanced
|
oop
|
incomplete_code
|
Pythoncode:Python
| 1
| 1
| 516
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n# pylint: disable=C0103\n# pylint: disable=R0902\n# pylint: disable=R0903\n# pylint: disable=R0913\n\n\"\"\"\nD\u00e9finie la classe TableBorder\n\"\"\"\n\nclass TableBorder:\n \"\"\"\n Facillite l'usage de l'UNICODE\n \"\"\"\n def __init__(self,\n top_left, top_split, top_right,\n mid_left, mid_split, mid_right,\n low_left, low_split, low_right,\n horizontal, vertical):\n \"\"\"\n Constructeur\n \"\"\"\n self.top_left = top_left\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function '__init__' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function '__init__' body and add missing return\n\n Example continuation:\n self.top_split = top_split\n self.top_right = top_right\n self.mid_left = mid_left\n self.mid_split = mid_split\n self.mid_right = mid_right"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
dbe1408e84afa0a04966d9f60dcf8a3847bfc25f
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from django.conf.urls import url from . import views urlpatterns = [ url(r'^register/', views.register), # Complete this line url(r'logout/', views.logout), url(r'search/', views.search) ]
|
The missing line is: url(r'^login/', views.login),
|
intermediate
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 216
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom django.conf.urls import url\nfrom . import views\n\n\nurlpatterns = [\n url(r'^register/', views.register),\n # Complete this line\n url(r'logout/', views.logout),\n url(r'search/', views.search)\n]"}, {"role": "assistant", "content": "The missing line is:\n url(r'^login/', views.login),"}]
| false
| null | null | null |
dbe1aa3b9d736d93221a08965b3b705efeef3804
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: #!/usr/bin/python # -*- coding: utf-8 -*- ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: ... [35 more functiondefs truncated] ...
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beginner
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general
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incomplete_code
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Pythoncode:Python
| 0
| 0
| 41
| false
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/python\n# -*- coding: utf-8 -*-\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 ... [35 more functiondefs truncated] ..."}]
| true
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syntax
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HARD_CUT
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CRITICAL
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dbe1d984552acfc78008a25befd61632a445f85d
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: """ A quick library to deal with searching simbad for info about a SN and parsing the results. Author: Isaac Shivvers, ishivvers@berkeley.edu, 2014 example SIMBAD uri query: http://simbad.u-strasbg.fr/simbad/sim-id?output.format=ASCII&Ident=sn%201998S """ import re from urllib2 import urlopen def get_SN_info( name ): """ Queries simbad for SN coords, redshift, and host galaxy. If redshift is not given for SN, attempts to resolve link to host galaxy and report its redshift. Returns ( (ra,dec), redshift, host_name, redshift_citation ), with values of None inserted whenever it cannot resolve the value. """ simbad_uri = "http://simbad.u-strasbg.fr/simbad/sim-id?output.format=ASCII&Ident=%s" regex_coords = "Coordinates\(FK5.+\): .+" regex_redshift = "Redshift:\s+\d+\.\d+.+" regex_host = "apparent\s+host\s+galaxy\s+.+?\{(.*?)\}" result = urlopen( simbad_uri % name.replace(' ','%20') ).read() rescoords = re.search( regex_coords, result ) resred = re.search( regex_redshift, result ) reshost = re.search( regex_host, result ) try: cs = rescoords.group().split(':')[1].strip() ra = cs[:12].strip() dec = cs[12:].strip() except: ra,dec = None,None try: redshift = float(resred.group().strip('Redshift: ').split(' ')[0]) citation = resred.group().split(' ')[-1] except AttributeError: redshift = None citation = None try: host = reshost.group().split('{')[1].split('}')[0] except AttributeError: host = None if (redshift == None) and (host != None): # get the redshift from the host galaxy
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Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Unterminated string literal at line 1 • Unmatched closing bracket ')' at line 48 • Unmatched closing bracket '}' at line 48 Fix: Add body to If block or use 'pass' statement
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intermediate
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api
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error_detection
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Pythoncode:Python
| 1
| 0
| 1,698
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\nA quick library to deal with searching simbad for info\n about a SN and parsing the results.\n\nAuthor: Isaac Shivvers, ishivvers@berkeley.edu, 2014\n\n\nexample SIMBAD uri query:\nhttp://simbad.u-strasbg.fr/simbad/sim-id?output.format=ASCII&Ident=sn%201998S\n\"\"\"\n\nimport re\nfrom urllib2 import urlopen\n\ndef get_SN_info( name ):\n \"\"\"\n Queries simbad for SN coords, redshift, and host galaxy.\n If redshift is not given for SN, attempts to resolve link to \n host galaxy and report its redshift.\n Returns ( (ra,dec), redshift, host_name, redshift_citation ), with\n values of None inserted whenever it cannot resolve the value.\n \"\"\"\n simbad_uri = \"http://simbad.u-strasbg.fr/simbad/sim-id?output.format=ASCII&Ident=%s\"\n regex_coords = \"Coordinates\\(FK5.+\\): .+\"\n regex_redshift = \"Redshift:\\s+\\d+\\.\\d+.+\"\n regex_host = \"apparent\\s+host\\s+galaxy\\s+.+?\\{(.*?)\\}\"\n\n result = urlopen( simbad_uri % name.replace(' ','%20') ).read()\n rescoords = re.search( regex_coords, result )\n resred = re.search( regex_redshift, result )\n reshost = re.search( regex_host, result )\n \n try:\n cs = rescoords.group().split(':')[1].strip()\n ra = cs[:12].strip()\n dec = cs[12:].strip()\n except:\n ra,dec = None,None\n \n try:\n redshift = float(resred.group().strip('Redshift: ').split(' ')[0])\n citation = resred.group().split(' ')[-1]\n except AttributeError:\n redshift = None\n citation = None\n \n try:\n host = reshost.group().split('{')[1].split('}')[0]\n except AttributeError:\n host = None\n\n if (redshift == None) and (host != None):\n # get the redshift from the host galaxy"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Unterminated string literal at line 1\n \u2022 Unmatched closing bracket ')' at line 48\n \u2022 Unmatched closing bracket '}' at line 48\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
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syntax
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MID_BLOCK
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HIGH
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dbe25f137db8fdda41fdc3006d42e7f6d84f1a1d
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import os from math import cos from math import sin import Sofa.Core from splib.numerics import Quat, Vec3 from sofacontrol import measurement_models class TemplateEnvironment: def __init__(self, name='Template', rayleighMass=0.1, rayleighStiffness=0.1, dt=0.01): self.name = name self.robot = Sofa.Core.Node(name) # set-up solvers self.robot.addObject('EulerImplicitSolver', name='odesolver', firstOrder="0", rayleighMass=str(rayleighMass), rayleighStiffness=str(rayleighStiffness)) self.robot.addObject('SparseLDLSolver', name='preconditioner') self.robot.addObject('GenericConstraintCorrection', solverName="preconditioner") self.actuator_list = [] self.nb_nodes = None self.gravity = [0., -9810., 0.] # default self.dt = dt def get_measurement_model(self, nodes=None, pos=True, vel=True): if nodes is None: return measurement_models.linearModel(range(self.nb_nodes), self.nb_nodes, pos=pos, vel=vel) else: return measurement_models.linearModel(nodes, self.nb_nodes, pos=pos, vel=vel) class Trunk(TemplateEnvironment): ... [7 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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machine_learning
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refactoring
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Pythoncode:Python
| 2
| 2
| 1,233
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\nfrom math import cos\nfrom math import sin\n\nimport Sofa.Core\nfrom splib.numerics import Quat, Vec3\n\nfrom sofacontrol import measurement_models\n\nclass TemplateEnvironment:\n def __init__(self, name='Template', rayleighMass=0.1, rayleighStiffness=0.1, dt=0.01):\n self.name = name\n self.robot = Sofa.Core.Node(name)\n # set-up solvers\n self.robot.addObject('EulerImplicitSolver', name='odesolver', firstOrder=\"0\", rayleighMass=str(rayleighMass),\n rayleighStiffness=str(rayleighStiffness))\n self.robot.addObject('SparseLDLSolver', name='preconditioner')\n self.robot.addObject('GenericConstraintCorrection', solverName=\"preconditioner\")\n self.actuator_list = []\n self.nb_nodes = None\n self.gravity = [0., -9810., 0.] # default\n self.dt = dt\n\n def get_measurement_model(self, nodes=None, pos=True, vel=True):\n if nodes is None:\n return measurement_models.linearModel(range(self.nb_nodes), self.nb_nodes, pos=pos, vel=vel)\n else:\n return measurement_models.linearModel(nodes, self.nb_nodes, pos=pos, vel=vel)\n\n\nclass Trunk(TemplateEnvironment):\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
dbe3699b610c3c766074b1340770c91698f9123b
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: """ This file contains meta information and default configurations of the project """ RSC_YEARS = [1660, 1670, 1680, 1690, 1700, 1710, 1720, 1730, 1740, 1750, 1760, 1770, 1780, 1790, 1800, 1810, 1820, 1830, 1840, 1850, 1860, 1870, 1880, 1890, 1900, 1910, 1920] # cf. Chapter 4.4.1 of the thesis SPACE_PAIR_SELECTION = [(1740,1750), (1750,1760), (1680,1710), (1710,1740), (1740,1770), (1770,1800), (1800,1830), (1830,1860), (1860,1890), (1700,1800), (1800,1900), (1700,1900)] COUPLING_CONFIG = { # Alternatives # parameters passed to the GWOT object 'metric': "cosine", # 'euclidian', # Complete this line 'normalize_dists': "mean", # 'max', 'median' 'score_type': "coupling", # #TODO fill in the rest of the options in the comments 'adjust': None, # 'csls', ... 'distribs': "uniform", # 'custom', 'zipf' 'share_vocs':False, # True 'size':1000, # 100 is small, 1e4 'max_anchors':100, # used with small couplings (for projection) # parameters to be passed to the optimizer 'opt_loss_fun': "square_loss", # 'kl_loss' 'opt_entropic': True, # False 'opt_entreg': 5e-4, # stay within the range of e-4 (originally: 1e-4) 'opt_tol': 1e-9, # no limits 'opt_round_g': False, # True 'opt_compute_accuracy': False, # True would require a test dict, but that's not implemented! 'opt_gpu': False, # GPU optimization not tested # parameters for calling fit() 'fit_maxiter': 300, # no limits; normally converges within 150 iterations 'fit_tol': 1e-9, # no limits 'fit_plot_every': 100000, # normally 20; 'deactivate' the file spam by choosing a large value 'fit_print_every': 1, # no limits 'fit_verbose': True, # False 'fit_save_plots': None # "/my_dir/my_optimizer_plots" } DIST_SHAPES = ['uniform', 'zipf', 'custom'] SHIFT_EXPERIMENTS = ["all", "unsup_bi", "unsup_mono", "dis_tech"]
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The missing line is: 'normalize_vecs': "both", # 'mean', 'whiten', 'whiten_zca'
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intermediate
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testing
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fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 2,764
| false
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"\nThis file contains meta information and default configurations of the project\n\"\"\"\n\n\n\nRSC_YEARS = [1660, 1670, 1680, 1690,\n 1700, 1710, 1720, 1730, 1740, 1750, 1760, 1770, 1780, 1790,\n 1800, 1810, 1820, 1830, 1840, 1850, 1860, 1870, 1880, 1890,\n 1900, 1910, 1920]\n\n# cf. Chapter 4.4.1 of the thesis\nSPACE_PAIR_SELECTION = [(1740,1750), (1750,1760),\n (1680,1710), (1710,1740), (1740,1770), (1770,1800), (1800,1830), (1830,1860), (1860,1890),\n (1700,1800), (1800,1900),\n (1700,1900)]\n\n\nCOUPLING_CONFIG = { # Alternatives\n # parameters passed to the GWOT object\n 'metric': \"cosine\", # 'euclidian',\n # Complete this line\n 'normalize_dists': \"mean\", # 'max', 'median'\n 'score_type': \"coupling\", # #TODO fill in the rest of the options in the comments\n 'adjust': None, # 'csls', ...\n 'distribs': \"uniform\", # 'custom', 'zipf'\n 'share_vocs':False, # True\n 'size':1000, # 100 is small, 1e4\n 'max_anchors':100, # used with small couplings (for projection)\n # parameters to be passed to the optimizer\n 'opt_loss_fun': \"square_loss\", # 'kl_loss'\n 'opt_entropic': True, # False\n 'opt_entreg': 5e-4, # stay within the range of e-4 (originally: 1e-4)\n 'opt_tol': 1e-9, # no limits\n 'opt_round_g': False, # True\n 'opt_compute_accuracy': False, # True would require a test dict, but that's not implemented!\n 'opt_gpu': False, # GPU optimization not tested\n # parameters for calling fit()\n 'fit_maxiter': 300, # no limits; normally converges within 150 iterations\n 'fit_tol': 1e-9, # no limits\n 'fit_plot_every': 100000, # normally 20; 'deactivate' the file spam by choosing a large value\n 'fit_print_every': 1, # no limits\n 'fit_verbose': True, # False\n 'fit_save_plots': None # \"/my_dir/my_optimizer_plots\"\n }\n\n\nDIST_SHAPES = ['uniform', 'zipf', 'custom']\n\nSHIFT_EXPERIMENTS = [\"all\",\n \"unsup_bi\",\n \"unsup_mono\",\n \"dis_tech\"]"}, {"role": "assistant", "content": "The missing line is:\n 'normalize_vecs': \"both\", # 'mean', 'whiten', 'whiten_zca'"}]
| false
| null | null | null |
dbe3e139f969d2b0c02202b763923425574d8d2e
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import argparse import numpy as np import os import pandas as pd import util import os.path import pandas as pd import numpy as np import yaml import xarray as xr import datetime import pickle def scale(dataset, std=None, mean=None): """ scale the data so it has a standard deviation of 1 and a mean of zero :param dataset: [xr dataset] input or output data :param std: [xr dataset] standard deviation if scaling test data with dims :param mean: [xr dataset] mean if scaling test data with dims :return: scaled data with original dims """ if not isinstance(std, xr.Dataset) or not isinstance(mean, xr.Dataset): std = dataset.std(skipna=True) mean = dataset.mean(skipna=True) # adding small number in case there is a std of zero scaled = (dataset - mean) / (std + 1e-10) check_if_finite(std) check_if_finite(mean) return scaled, std, mean def sel_partition_data(dataset, start_dates, end_dates): """ select the data from a date range or a set of date ranges :param dataset: [xr dataset] input or output data with date dimension :param start_dates: [str or list] fmt: "YYYY-MM-DD"; date(s) to start period (can have multiple discontinuos periods) :param end_dates: [str or list] fmt: "YYYY-MM-DD"; date(s) to end period (can have multiple discontinuos periods) :return: dataset of just those dates """ # if it just one date range if isinstance(start_dates, str): if isinstance(end_dates, str): return dataset.sel(date=slice(start_dates, end_dates)) else: raise ValueError("start_dates is str but not end_date") # if it's a list of date ranges elif isinstance(start_dates, list) or isinstance(start_dates, tuple): if len(start_dates) == len(end_dates): data_list = [] for i in range(len(start_dates)): date_slice = slice(start_dates[i], end_dates[i]) data_list.append(dataset.sel(date=date_slice)) return xr.concat(data_list, dim="date") else: raise ValueError("start_dates and end_dates must have same length") else: raise ValueError("start_dates must be either str, list, or tuple") ... [11 more functiondefs truncated] ...
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Functions: scale, sel_partition_data This code demonstrates Pythoncode:Python programming.
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intermediate
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testing
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code_explanation
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Pythoncode:Python
| 2
| 0
| 2,523
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom __future__ import absolute_import\r\nfrom __future__ import division\r\nfrom __future__ import print_function\r\nfrom __future__ import unicode_literals\r\n\r\nimport argparse\r\nimport numpy as np\r\nimport os\r\nimport pandas as pd\r\nimport util\r\n\r\nimport os.path\r\n\r\nimport pandas as pd\r\nimport numpy as np\r\nimport yaml\r\nimport xarray as xr\r\nimport datetime\r\nimport pickle\r\n\r\ndef scale(dataset, std=None, mean=None):\r\n \"\"\"\r\n scale the data so it has a standard deviation of 1 and a mean of zero\r\n :param dataset: [xr dataset] input or output data\r\n :param std: [xr dataset] standard deviation if scaling test data with dims\r\n :param mean: [xr dataset] mean if scaling test data with dims\r\n :return: scaled data with original dims\r\n \"\"\"\r\n if not isinstance(std, xr.Dataset) or not isinstance(mean, xr.Dataset):\r\n std = dataset.std(skipna=True)\r\n mean = dataset.mean(skipna=True)\r\n # adding small number in case there is a std of zero\r\n scaled = (dataset - mean) / (std + 1e-10)\r\n check_if_finite(std)\r\n check_if_finite(mean)\r\n return scaled, std, mean\r\n\r\n\r\ndef sel_partition_data(dataset, start_dates, end_dates):\r\n \"\"\"\r\n select the data from a date range or a set of date ranges\r\n :param dataset: [xr dataset] input or output data with date dimension\r\n :param start_dates: [str or list] fmt: \"YYYY-MM-DD\"; date(s) to start period\r\n (can have multiple discontinuos periods)\r\n :param end_dates: [str or list] fmt: \"YYYY-MM-DD\"; date(s) to end period\r\n (can have multiple discontinuos periods)\r\n :return: dataset of just those dates\r\n \"\"\"\r\n # if it just one date range\r\n if isinstance(start_dates, str):\r\n if isinstance(end_dates, str):\r\n return dataset.sel(date=slice(start_dates, end_dates))\r\n else:\r\n raise ValueError(\"start_dates is str but not end_date\")\r\n # if it's a list of date ranges\r\n elif isinstance(start_dates, list) or isinstance(start_dates, tuple):\r\n if len(start_dates) == len(end_dates):\r\n data_list = []\r\n for i in range(len(start_dates)):\r\n date_slice = slice(start_dates[i], end_dates[i])\r\n data_list.append(dataset.sel(date=date_slice))\r\n return xr.concat(data_list, dim=\"date\")\r\n else:\r\n raise ValueError(\"start_dates and end_dates must have same length\")\r\n else:\r\n raise ValueError(\"start_dates must be either str, list, or tuple\")\r\n\r\n\r\n\n ... [11 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: scale, sel_partition_data\n This code demonstrates Pythoncode:Python programming."}]
| false
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dbe3f5f2703d36ffae51f8561d55eb622bc98049
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: <<<<<<< HEAD """ 1. Write a Python program to print the documents (syntax, description etc.) of Python built-in function(s). Sample function : abs() Expected Result : abs(number) -> number Return the absolute value of the argument. Tools: help function 2. Write a Python program to print the calendar of a given month and year. Tools: Use 'calendar' module. 3. Write a Python program to print the following here document. Sample string : a string that you "don't" have to escape This is a ....... multi-line heredoc string --------> example Tools: string formating 4. Write a Python program to calculate number of days between two dates. Sample dates : (2014, 7, 2), (2014, 7, 11) Expected output : 9 days Tools: Datetime module, timedelta module 5. Write a Python program to get the volume of a sphere with radius 6. Tools: input function, math 6. Write a Python program to get the difference between a given number and 17, if the number is greater than 17 return double the absolute difference. Tools: abs function, input function, math 7. Write a Python program to test whether a number is within 100 of 1000 or 2000. Tools: maths,input function 8. Write a Python program to calculate the sum of three given numbers, if the values are equal then return three times of their sum. Tools: math, input function 9. Write a Python program to get a new string from a given string where "Is" has been added to the front. If the given string already begins with "Is" then return the string unchanged. Tools: input function, string formating 10. Write a Python program to get a string which is n (non-negative integer) copies of a given string. Tools: input function, slicing =======
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""" 1. Write a Python program to print the documents (syntax, description etc.) of Python built-in function(s). Sample function : abs() Expected Result : abs(number) -> number Return the absolute value of the argument. Tools: help function 2. Write a Python program to print the calendar of a given month and year. Tools: Use 'calendar' module. 3. Write a Python program to print the following here document. Sample string : a string that you "don't" have to escape This is a ....... multi-line heredoc string --------> example Tools: string formating 4. Write a Python program to calculate number of days between two dates. Sample dates : (2014, 7, 2), (2014, 7, 11) Expected output : 9 days Tools: Datetime module, timedelta module 5. Write a Python program to get the volume of a sphere with radius 6. Tools: input function, math 6. Write a Python program to get the difference between a given number and 17, if the number is greater than 17 return double the absolute difference. Tools: abs function, input fun ... [code truncated] ...
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intermediate
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testing
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code_completion
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Pythoncode:Python
| 0
| 0
| 3,033
| false
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n<<<<<<< HEAD\n\"\"\"\n1. Write a Python program to print the documents (syntax, description etc.) of Python built-in function(s).\n Sample function : abs()\n Expected Result :\n abs(number) -> number\n Return the absolute value of the argument.\n Tools: help function\n\n2. Write a Python program to print the calendar of a given month and year.\n Tools: Use 'calendar' module.\n\n\n3. Write a Python program to print the following here document.\n Sample string :\n a string that you \"don't\" have to escape\n This\n is a ....... multi-line\n heredoc string --------> example\n Tools: string formating\n\n\n4. Write a Python program to calculate number of days between two dates.\n Sample dates : (2014, 7, 2), (2014, 7, 11)\n Expected output : 9 days\n Tools: Datetime module, timedelta module\n\n\n \n5. Write a Python program to get the volume of a sphere with radius 6.\n Tools: input function, math\n\n6. Write a Python program to get the difference between a given number and 17, if the number is greater than 17 return double the absolute difference.\n Tools: abs function, input function, math\n\n7. Write a Python program to test whether a number is within 100 of 1000 or 2000.\n Tools: maths,input function\n\n\n8. Write a Python program to calculate the sum of three given numbers, if the values are equal then return three times of their sum.\n Tools: math, input function\n\n\n9. Write a Python program to get a new string from a given string where \"Is\" has been added to the front. If the given string already begins with \"Is\" then return the string unchanged.\n Tools: input function, string formating\n\n\n10. Write a Python program to get a string which is n (non-negative integer) copies of a given string.\n Tools: input function, slicing\n\n\n======="}, {"role": "assistant", "content": "\n\"\"\"\r\n1. Write a Python program to print the documents (syntax, description etc.) of Python built-in function(s).\r\n Sample function : abs()\r\n Expected Result :\r\n abs(number) -> number\r\n Return the absolute value of the argument.\r\n Tools: help function\r\n\r\n2. Write a Python program to print the calendar of a given month and year.\r\n Tools: Use 'calendar' module.\r\n\r\n\r\n3. Write a Python program to print the following here document.\r\n Sample string :\r\n a string that you \"don't\" have to escape\r\n This\r\n is a ....... multi-line\r\n heredoc string --------> example\r\n Tools: string formating\r\n\r\n\r\n4. Write a Python program to calculate number of days between two dates.\r\n Sample dates : (2014, 7, 2), (2014, 7, 11)\r\n Expected output : 9 days\r\n Tools: Datetime module, timedelta module\r\n\r\n\r\n \r\n5. Write a Python program to get the volume of a sphere with radius 6.\r\n Tools: input function, math\r\n\r\n6. Write a Python program to get the difference between a given number and 17, if the number is greater than 17 return double the absolute difference.\r\n Tools: abs function, input fun\n\n ... [code truncated] ..."}]
| false
| null | null | null |
dbe414ec11ed223b8f3b005ec5b7199d7a73066f
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- # # michael a.g. aïvázis # orthologue # (c) 1998-2021 all rights reserved # # """ When a metaclass understands the extra keywords that can be passed during class declaration, it has to override all these to accommodate the change in signature """ class meta(type): @classmethod def __prepare__(metacls, name, bases, **kwds): assert metacls.__name__ == 'meta' assert name in ['base', 'derived'] if name == 'base': assert bases == (object,) assert kwds == {'arg1': True, 'arg2': False} if name == 'derived': assert bases == (base,) assert kwds == {'arg1': False, 'arg2': True} return super().__prepare__(name, bases) def __new__(metacls, name, bases, attributes, **kwds): assert metacls.__name__ == 'meta' assert name in ['base', 'derived'] if name == 'base': assert bases == (object,) assert kwds == {'arg1': True, 'arg2': False} if name == 'derived': assert bases == (base,) assert kwds == {'arg1': False, 'arg2': True} return super().__new__(metacls, name, bases, attributes) def __init__(self, name, bases, attributes, **kwds): assert self.__name__ in ['base', 'derived'] if self.__name__ == 'base': assert bases == (object,) assert kwds == {'arg1': True, 'arg2': False} if self.__name__ == 'derived': assert bases == (base,) # Complete this line super().__init__(name, bases, attributes) return class base(object, metaclass=meta, arg1=True, arg2=False): def __init__(self, **kwds): assert type(self).__name__ == 'base' assert kwds == {} return class derived(base, arg1=False, arg2=True): def __init__(self, **kwds): assert type(self).__name__ == 'derived' assert kwds == {} return def test(): b = base() d = derived() return # main if __name__ == "__main__": test() # end of file
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The missing line is: assert kwds == {'arg1': False, 'arg2': True}
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advanced
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testing
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fill_in_the_blank
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Pythoncode:Python
| 6
| 3
| 2,128
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n#\n# michael a.g. a\u00efv\u00e1zis\n# orthologue\n# (c) 1998-2021 all rights reserved\n#\n#\n\n\n\"\"\"\nWhen a metaclass understands the extra keywords that can be passed during class declaration,\nit has to override all these to accommodate the change in signature\n\"\"\"\n\n\nclass meta(type):\n @classmethod\n def __prepare__(metacls, name, bases, **kwds):\n assert metacls.__name__ == 'meta'\n assert name in ['base', 'derived']\n if name == 'base':\n assert bases == (object,)\n assert kwds == {'arg1': True, 'arg2': False}\n if name == 'derived':\n assert bases == (base,)\n assert kwds == {'arg1': False, 'arg2': True}\n return super().__prepare__(name, bases)\n\n\n def __new__(metacls, name, bases, attributes, **kwds):\n assert metacls.__name__ == 'meta'\n assert name in ['base', 'derived']\n if name == 'base':\n assert bases == (object,)\n assert kwds == {'arg1': True, 'arg2': False}\n if name == 'derived':\n assert bases == (base,)\n assert kwds == {'arg1': False, 'arg2': True}\n return super().__new__(metacls, name, bases, attributes)\n\n\n def __init__(self, name, bases, attributes, **kwds):\n assert self.__name__ in ['base', 'derived']\n if self.__name__ == 'base':\n assert bases == (object,)\n assert kwds == {'arg1': True, 'arg2': False}\n if self.__name__ == 'derived':\n assert bases == (base,)\n # Complete this line\n super().__init__(name, bases, attributes)\n return\n\n\nclass base(object, metaclass=meta, arg1=True, arg2=False):\n\n\n def __init__(self, **kwds):\n assert type(self).__name__ == 'base'\n assert kwds == {}\n return\n\n\nclass derived(base, arg1=False, arg2=True):\n\n\n def __init__(self, **kwds):\n assert type(self).__name__ == 'derived'\n assert kwds == {}\n return\n\n\ndef test():\n b = base()\n d = derived()\n return\n\n\n# main\nif __name__ == \"__main__\":\n test()\n\n\n# end of file"}, {"role": "assistant", "content": "The missing line is:\n assert kwds == {'arg1': False, 'arg2': True}"}]
| false
| null | null | null |
dbe44f6e05680f0d1dad7aaee47f96f07f3de643
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from cs1media import * import math def dist(c1, c2): r1, g1, b1 = c1 r2, g2, b2 = c2 return math.sqrt((r1-r2)**2 + (g1-g2)**2 + (b1- Error: SyntaxError / EOF
|
Fixed Code: from cs1media import * import math def dist(c1, c2): r1, g1, b1 = c1 r2, g2, b2 = c2 return math.sqrt((r1-r2)**2 + (g1-g2)**2 + (b1-b2)**2) def chroma(img, key, threshold): w, h = img.size() for y in range(h): for x in range(w): Explanation: Complete the truncated code structure
|
intermediate
|
general
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 140
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\nfrom cs1media import *\nimport math\n\ndef dist(c1, c2):\n r1, g1, b1 = c1\n r2, g2, b2 = c2\n return math.sqrt((r1-r2)**2 + (g1-g2)**2 + (b1-\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\nfrom cs1media import *\nimport math\n\ndef dist(c1, c2):\n r1, g1, b1 = c1\n r2, g2, b2 = c2\n return math.sqrt((r1-r2)**2 + (g1-g2)**2 + (b1-b2)**2)\n\ndef chroma(img, key, threshold):\n w, h = img.size()\n for y in range(h):\n for x in range(w):\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
dbe6b1bbfa7c8868231f9a2e70cb8975c45626ee
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import numpy as np import scipy import scipy.io import pylab import numpy import glob
|
import pyfits ... [1 more functiondefs truncated] ...
|
beginner
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 148
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport numpy as np\nimport scipy\nimport scipy.io\nimport pylab\nimport numpy\nimport glob"}, {"role": "assistant", "content": "\nimport pyfits\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
dbe72fbf88b8bf3f7bd1a038ff09959ccc113054
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python3 """ usage: sort.py [-h] sort lines options: -h, --help show this help message and exit quirks: sorts tabs as different than spaces sorts some spaces ending a line as different than none ending a line examples: Oh no! No examples disclosed!! 💥 Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python3 """ usage: sort.py [-h] sort lines options: -h, --help show this help message and exit quirks: sorts tabs as different than spaces sorts some spaces ending a line as different than none ending a line examples: Oh no! No examples disclosed!! 💥 💔 💥 """ # FIXME: doc -k$N,$N and -n and maybe little else is worth learning # FIXME: ass -k-1,-1 for negative field indexing # FIXME: think into the mess at "sort" vs "LC_ALL=C sort" Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 280
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python3\n\n\"\"\"\nusage: sort.py [-h]\n\nsort lines\n\noptions:\n -h, --help show this help message and exit\n\nquirks:\n sorts tabs as different than spaces\n sorts some spaces ending a line as different than none ending a line\n\nexamples:\n Oh no! No examples disclosed!! \ud83d\udca5 \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python3\n\n\"\"\"\nusage: sort.py [-h]\n\nsort lines\n\noptions:\n -h, --help show this help message and exit\n\nquirks:\n sorts tabs as different than spaces\n sorts some spaces ending a line as different than none ending a line\n\nexamples:\n Oh no! No examples disclosed!! \ud83d\udca5 \ud83d\udc94 \ud83d\udca5\n\"\"\"\n# FIXME: doc -k$N,$N and -n and maybe little else is worth learning\n# FIXME: ass -k-1,-1 for negative field indexing\n# FIXME: think into the mess at \"sort\" vs \"LC_ALL=C sort\"\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
dbe7a0b13a437a6e05e68098ff2efe008a915ee9
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- import sys, getopt, httplib, urllib, json, os import oauth.oauth as oauth import datetime from configobj import ConfigObj import logging def printUsage(): print("Usage: %s [ options ]" % sys.argv[0]) print("") print("Options:") print(" -[lnfdbvh] [ --list ] [ --help ]") print(" [ --on device ] [ --off device ] [ --bell device ]") print(" [ --dimlevel level --dim device ]") print(" [ --up device --down device ]") print("") print(" --list (-l short option)") print(" List currently configured devices.") print("") print(" --help (-h short option)") print(" Shows this screen.") print("") print(" --on device (-n short option)") print(" Turns on device. 'device' must be an integer of the device-id") print(" Device-id and name is outputed with the --list option") print("") print(" --off device (-f short option)") print(" Turns off device. 'device' must be an integer of the device-id") print(" Device-id and name is outputed with the --list option") print("") print(" --dim device (-d short option)") print(" Dims device. 'device' must be an integer of the device-id") print(" Device-id and name is outputed with the --list option") print(" Note: The dimlevel parameter must be set before using this option.") print("") print(" --dimlevel level (-v short option)") print(" Set dim level. 'level' should an integer, 0-255.") print(" Note: This parameter must be set before using dim.") print("") print(" --bell device (-b short option)") print(" Sends bell command to devices supporting this. 'device' must") print(" be an integer of the device-id") ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: print(" Device-id and name is outputed with the --list option") print("") print(" --up device") print(" Sends up command to devices supporting this. 'device' must") print(" be an integer of the device-id")
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 1,904
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\nimport sys, getopt, httplib, urllib, json, os\nimport oauth.oauth as oauth\nimport datetime\nfrom configobj import ConfigObj\nimport logging \n\ndef printUsage():\n\tprint(\"Usage: %s [ options ]\" % sys.argv[0])\n\tprint(\"\")\n\tprint(\"Options:\")\n\tprint(\" -[lnfdbvh] [ --list ] [ --help ]\")\n\tprint(\" [ --on device ] [ --off device ] [ --bell device ]\")\n\tprint(\" [ --dimlevel level --dim device ]\")\n\tprint(\" [ --up device --down device ]\")\n\tprint(\"\")\n\tprint(\" --list (-l short option)\")\n\tprint(\" List currently configured devices.\")\n\tprint(\"\")\n\tprint(\" --help (-h short option)\")\n\tprint(\" Shows this screen.\")\n\tprint(\"\")\n\tprint(\" --on device (-n short option)\")\n\tprint(\" Turns on device. 'device' must be an integer of the device-id\")\n\tprint(\" Device-id and name is outputed with the --list option\")\n\tprint(\"\")\n\tprint(\" --off device (-f short option)\")\n\tprint(\" Turns off device. 'device' must be an integer of the device-id\")\n\tprint(\" Device-id and name is outputed with the --list option\")\n\tprint(\"\")\n\tprint(\" --dim device (-d short option)\")\n\tprint(\" Dims device. 'device' must be an integer of the device-id\")\n\tprint(\" Device-id and name is outputed with the --list option\")\n\tprint(\" Note: The dimlevel parameter must be set before using this option.\")\n\tprint(\"\")\n\tprint(\" --dimlevel level (-v short option)\")\n\tprint(\" Set dim level. 'level' should an integer, 0-255.\")\n\tprint(\" Note: This parameter must be set before using dim.\")\n\tprint(\"\")\n\tprint(\" --bell device (-b short option)\")\n\tprint(\" Sends bell command to devices supporting this. 'device' must\")\n\tprint(\" be an integer of the device-id\")\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\tprint(\" Device-id and name is outputed with the --list option\")\n\tprint(\"\")\n\tprint(\" --up device\")\n\tprint(\" Sends up command to devices supporting this. 'device' must\")\n\tprint(\" be an integer of the device-id\")"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
dbe8f2379002738c1c16e7f2d3cd857e1c75e38f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from collections import defaultdict import json import re import time from urllib.parse import urlparse import uuid import boto3 import boto3.exceptions import botocore.exceptions import markus import redis.exceptions import requests import requests.exceptions from sqlalchemy import select import sqlalchemy.exc from ichnaea.data import _map_content_enabled from ichnaea.models import ( class IncomingQueue(object): """ The incoming queue contains the data collected in the web application. It is the single entrypoint from which all other data pipelines get their data. It distributes the data into the configured export queues, checks those queues and if they contain enough or old enough data schedules an async export task to process the data in each queue. """ def __init__(self, task): self.task = task def __call__(self, export_task): redis_client = self.task.redis_client data_queue = self.task.app.data_queues["update_incoming"] data = data_queue.dequeue() grouped = defaultdict(list) for item in data: grouped[(item["api_key"], item.get("source", "gnss"))].append( {"api_key": item["api_key"], "report": item["report"]} ) with self.task.db_session(commit=False) as session: export_configs = ExportConfig.all(session) with self.task.redis_pipeline() as pipe: for (api_key, source), items in grouped.items(): fo
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 21 • Unclosed '(' at line 19 - expected ')' • SyntaxError: '(' was never closed at line 19 Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 3
| 2
| 1,513
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom collections import defaultdict\nimport json\nimport re\nimport time\nfrom urllib.parse import urlparse\nimport uuid\n\nimport boto3\nimport boto3.exceptions\nimport botocore.exceptions\nimport markus\nimport redis.exceptions\nimport requests\nimport requests.exceptions\nfrom sqlalchemy import select\nimport sqlalchemy.exc\n\nfrom ichnaea.data import _map_content_enabled\nfrom ichnaea.models import (\nclass IncomingQueue(object):\n \"\"\"\n The incoming queue contains the data collected in the web application. It\n is the single entrypoint from which all other data pipelines get their\n data.\n\n It distributes the data into the configured export queues, checks those\n queues and if they contain enough or old enough data schedules an async\n export task to process the data in each queue.\n\n \"\"\"\n\n def __init__(self, task):\n self.task = task\n\n def __call__(self, export_task):\n redis_client = self.task.redis_client\n data_queue = self.task.app.data_queues[\"update_incoming\"]\n data = data_queue.dequeue()\n\n grouped = defaultdict(list)\n for item in data:\n grouped[(item[\"api_key\"], item.get(\"source\", \"gnss\"))].append(\n {\"api_key\": item[\"api_key\"], \"report\": item[\"report\"]}\n )\n\n with self.task.db_session(commit=False) as session:\n export_configs = ExportConfig.all(session)\n\n with self.task.redis_pipeline() as pipe:\n for (api_key, source), items in grouped.items():\n fo"}, {"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 21\n \u2022 Unclosed '(' at line 19 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 19\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
dbe91e2d448902d1659cd842f7d5834596d34306
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import hugectr from mpi4py import MPI
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 37
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport hugectr\nfrom mpi4py import MPI"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
dbe92a131f4e410b11bc7e2f634cf6f5bfadbd7f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import numpy as np from pydrake.common.value import AbstractValue from pydrake.math import RigidTransform from pydrake.perception import BaseField, Fields, PointCloud from pydrake.systems.framework import LeafSystem def _TransformPoints(points_Ci, X_CiSi): # Make homogeneous copy of points. points_h_Ci = np.vstack((points_Ci, np.ones((1, points_Ci.shape[1])))) return X_CiSi.dot(points_h_Ci)[:3, :] def _TileColors(color, dim): # Need manual broadcasting. return np.tile(np.array([color]).T, (1, dim)) def _ConcatenatePointClouds(points_dict, colors_dict): scene_points = None scene_colors = None for id in points_dict: if scene_points is None: scene_points = points_dict[id] else: scene_points = np.hstack((points_dict[id], scene_points)) if scene_colors is None: scene_colors = colors_dict[id] else: scene_colors = np.hstack((colors_dict[id], scene_colors)) valid_indices = np.logical_not(np.isnan(scene_points)) scene_points = scene_points[:, valid_indices[0, :]] scene_colors = scene_colors[:, valid_indices[0, :]] return scene_points, scene_colors class PointCloudConcatenation(LeafSystem): """ .. pydrake_system:: name: PointCloudConcatenation input_ports: - point_cloud_CiSi_id0 - X_FCi_id0 - ... - point_cloud_CiSi_idN - X_FCi_idN output_ports: - point_cloud_FS """ ... [3 more functiondefs truncated] ...
|
Functions: _TransformPoints, _TileColors, _ConcatenatePointClouds Classes: PointCloudConcatenation This code demonstrates Pythoncode:Python programming.
|
advanced
|
database
|
code_explanation
|
Pythoncode:Python
| 3
| 1
| 1,581
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport numpy as np\n\nfrom pydrake.common.value import AbstractValue\nfrom pydrake.math import RigidTransform\nfrom pydrake.perception import BaseField, Fields, PointCloud\nfrom pydrake.systems.framework import LeafSystem\n\n\ndef _TransformPoints(points_Ci, X_CiSi):\n # Make homogeneous copy of points.\n points_h_Ci = np.vstack((points_Ci,\n np.ones((1, points_Ci.shape[1]))))\n\n return X_CiSi.dot(points_h_Ci)[:3, :]\n\n\ndef _TileColors(color, dim):\n # Need manual broadcasting.\n return np.tile(np.array([color]).T, (1, dim))\n\n\ndef _ConcatenatePointClouds(points_dict, colors_dict):\n scene_points = None\n scene_colors = None\n\n for id in points_dict:\n if scene_points is None:\n scene_points = points_dict[id]\n else:\n scene_points = np.hstack((points_dict[id], scene_points))\n\n if scene_colors is None:\n scene_colors = colors_dict[id]\n else:\n scene_colors = np.hstack((colors_dict[id], scene_colors))\n\n valid_indices = np.logical_not(np.isnan(scene_points))\n\n scene_points = scene_points[:, valid_indices[0, :]]\n scene_colors = scene_colors[:, valid_indices[0, :]]\n\n return scene_points, scene_colors\n\n\nclass PointCloudConcatenation(LeafSystem):\n \"\"\"\n .. pydrake_system::\n\n name: PointCloudConcatenation\n input_ports:\n - point_cloud_CiSi_id0\n - X_FCi_id0\n - ...\n - point_cloud_CiSi_idN\n - X_FCi_idN\n output_ports:\n - point_cloud_FS\n \"\"\"\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: _TransformPoints, _TileColors, _ConcatenatePointClouds\n Classes: PointCloudConcatenation\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
dbeaa0d47dcb9a56338a2f94ede14d6545fab66f
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python """ @author Hongyi Hu © 2015 Massachusetts Institute of Technology """ import argparse import random import catan.db from catan.data import NodeMessage # test data STATUS_LIST = ['ok', 'injured', 'deceased'] # nodes def gen_nodes(n, db, start_lat, stop_lat, start_long, stop_long): assert n > 0 cmd = "INSERT INTO catan_nodes VALUES " # generate n random nodes, centered around Cambridge for i in range(n): # random lat, long lat = round(random.uniform(start_lat, stop_lat), 6) lng = round(random.uniform(start_long, stop_long), 6) # node_id, gps_lat, gps_long, gps_acc, path, timestamp sql_cmd = cmd + "(%d, %.6f, %.6f, %.6f, %.6f, %.6f)" % (i, lat, lng, 0, 0, 0) db._sql(sql_cmd) # people def gen_people(n, db, start_lat, stop_lat, start_long, stop_long): """ Generates n people, random male/female ratio between 5 and 90 years of age """ assert n > 0 # open male first names file f = open('dist.male.first','r') male_first_names = [name.strip().split()[0] for name in f.readlines()] f.close() # open female first names file f = open('dist.female.first','r') female_first_names = [name.strip().split()[0] for name in f.readlines()] f.close() # open last names file f = open('dist.all.last','r') family_names = [name.strip().split()[0] for name in f.readlines()] f.close() # generate people
|
for i in range(n): catanDBObj = catan.db.CatanDatabaseObject() # bio sex = random.randint(0,1) if sex == 0: # male catanDBObj.person_bio.name_given = male_first_names[random.randint(0,len(male_first_names)-1)] catanDBObj.person_bio.sex = 'male' else: # female catanDBObj.person_bio.name_given = female_first_names[random.randint(0,len(female_first_names)-1)] catanDBObj.person_bio.sex = 'female' catanDBObj.person_bio.name_family = family_names[random.randint(0,len(family_names)-1)] catanDBObj.person_bio.age = random.randint(5,90) # message (message, status, location, etc.) # location lat = round(random.uniform(start_lat, stop_lat), 6) lng = round(random.uniform(start_long, stop_long), 6) catanDBObj.person_message.person_message = 'Hi Mom' catanDBObj.person_message.status_gps_latitude = lat catanDBObj.person_message.status_gps_longitude = lng catanDBObj.person_message.status_gps_accuracy = 0 # status catanDBObj.person_message.status = STATUS_LIST[random.randint(0,len(STATUS_LIST)-1)] catanDBObj.person_message.status_location = 'Test status location' # generate a NodeMessage for the database # it only cares about the data and source fields, so we can ignore other fields nmsg = NodeMessage() nmsg.source = random.randint(0,31) # random node 0-31 nmsg ... [code truncated] ...
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 3,033
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n\"\"\"\n@author Hongyi Hu\n\n\u00a9 2015 Massachusetts Institute of Technology\n\"\"\"\nimport argparse\nimport random\n\nimport catan.db\nfrom catan.data import NodeMessage\n\n# test data\n\nSTATUS_LIST = ['ok', 'injured', 'deceased']\n\n# nodes\ndef gen_nodes(n, db, start_lat, stop_lat, start_long, stop_long):\n\n assert n > 0\n\n cmd = \"INSERT INTO catan_nodes VALUES \"\n\n # generate n random nodes, centered around Cambridge\n for i in range(n):\n # random lat, long\n lat = round(random.uniform(start_lat, stop_lat), 6)\n lng = round(random.uniform(start_long, stop_long), 6)\n\n # node_id, gps_lat, gps_long, gps_acc, path, timestamp\n sql_cmd = cmd + \"(%d, %.6f, %.6f, %.6f, %.6f, %.6f)\" % (i, lat, lng, 0, 0, 0)\n db._sql(sql_cmd)\n\n\n\n# people\ndef gen_people(n, db, start_lat, stop_lat, start_long, stop_long):\n \"\"\"\n Generates n people, random male/female ratio between 5 and 90 years of age\n \"\"\"\n assert n > 0\n\n\n # open male first names file\n f = open('dist.male.first','r')\n male_first_names = [name.strip().split()[0] for name in f.readlines()]\n f.close()\n\n # open female first names file\n f = open('dist.female.first','r')\n female_first_names = [name.strip().split()[0] for name in f.readlines()]\n f.close()\n\n # open last names file\n f = open('dist.all.last','r')\n family_names = [name.strip().split()[0] for name in f.readlines()]\n f.close() \n\n # generate people"}, {"role": "assistant", "content": "\n for i in range(n):\n\n catanDBObj = catan.db.CatanDatabaseObject()\n\n # bio\n sex = random.randint(0,1)\n if sex == 0: # male\n catanDBObj.person_bio.name_given = male_first_names[random.randint(0,len(male_first_names)-1)]\n catanDBObj.person_bio.sex = 'male'\n else: # female\n catanDBObj.person_bio.name_given = female_first_names[random.randint(0,len(female_first_names)-1)]\n catanDBObj.person_bio.sex = 'female'\n\n catanDBObj.person_bio.name_family = family_names[random.randint(0,len(family_names)-1)]\n catanDBObj.person_bio.age = random.randint(5,90)\n\n # message (message, status, location, etc.)\n \n # location\n lat = round(random.uniform(start_lat, stop_lat), 6)\n lng = round(random.uniform(start_long, stop_long), 6)\n \n catanDBObj.person_message.person_message = 'Hi Mom'\n\n catanDBObj.person_message.status_gps_latitude = lat\n catanDBObj.person_message.status_gps_longitude = lng\n catanDBObj.person_message.status_gps_accuracy = 0\n \n # status\n catanDBObj.person_message.status = STATUS_LIST[random.randint(0,len(STATUS_LIST)-1)]\n catanDBObj.person_message.status_location = 'Test status location'\n\n\n # generate a NodeMessage for the database\n # it only cares about the data and source fields, so we can ignore other fields\n nmsg = NodeMessage()\n nmsg.source = random.randint(0,31) # random node 0-31\n nmsg\n\n ... [code truncated] ..."}]
| false
| null | null | null |
dbeb68c7ee7ea08f9d92285ea9d761b3aba02878
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # ------------------------------ # 200. Number of Islands # # Description: # Given a 2d grid map of '1's (land) and '0's (water), count the number of islands. An island is surrounded by water and is formed by connecting adjacent lands horizontally or vertically. You may assume all four edges of the grid are all surrounded by water. # # Example 1: # 11110 # 11010 # 11000 # 00000 # Answer: 1 # # Example 2: # 11000 # 11000 # 00100 # 00011 # Answer: 3 # # Version: 1.0 # 11/13/17 by Jianfa # ------------------------------ class Solution(object): def numIslands(self, grid): """ :type grid: List[List[str]] :rtype: int """ def sink(i, j): if 0 <= i < len(grid) and 0 <= j < len(grid[0]) and grid[i][j] == "1": grid[i][j] = "0" map(sink, (i+1, i-1, i, i), (j, j, j+1, j-1)) return 1 return 0 return sum(sink(i, j) for i in range(len(grid)) for j in range(len(grid[i]))) # ------------------------------ # Summary: # Copied from discussion. # The following is another easy understanding idea: # # class Solution(object): # def numIslands(self, grid): # """ # :type grid: List[List[str]] # :rtype: int # """ # if len(grid) == 0: return 0 # m = len(grid) # n = len(grid[0]) # res = 0 # for i in range(m): # for j in range(n): # if grid[i][j] == '1': # res += 1 # grid[i][j] = '2' # self.island(i, j, grid, m, n) # return res # def island(self, x, y, grid, m, n): # if x + 1 < m and grid[x+1][y] == '1': # grid[x+1][y] = '2' # self.island(x+1,y,grid, m, n) # if y + 1 < n and grid[x][y+1] == '1': # grid[x][y+1] = '2' # self.island(x,y+1,grid, m, n) # if x -1 >=0 and grid[x-1][y] == '1': # grid[x-1][y] = '2' # self.island(x-1,y,grid, m, n) # if y - 1 >= 0 and grid[x][y-1] == '1': # grid[x][y-1] = '2' # self.island(x,y-1,grid, m, n)
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Code Review: ❌ Critical issues: Unterminated string literal at line 27 Block at line 4 has no indented body Block at line 7 has no indented body Block at line 14 has no indented body Block at line 41 has no indented body Block at line 43 has no indented body Block at line 45 has no indented body Block at line 46 has no indented body Block at line 55 has no indented body Block at line 56 has no indented body Block at line 57 has no indented body Block at line 63 has no indented body Block at line 64 has no indented body Block at line 67 has no indented body Block at line 70 has no indented body Block at line 73 has no indented body ⚠️ Code quality: Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 62 ✨ Improvements: Add closing quote at line 27 Add docstring to class 'Solution' Line 5 too long (258 chars) - break into multiple lines
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advanced
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database
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code_review
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Pythoncode:Python
| 2
| 1
| 2,183
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# ------------------------------\n# 200. Number of Islands\n# \n# Description:\n# Given a 2d grid map of '1's (land) and '0's (water), count the number of islands. An island is surrounded by water and is formed by connecting adjacent lands horizontally or vertically. You may assume all four edges of the grid are all surrounded by water.\n# \n# Example 1:\n# 11110\n# 11010\n# 11000\n# 00000\n# Answer: 1\n# \n# Example 2:\n# 11000\n# 11000\n# 00100\n# 00011\n# Answer: 3\n# \n# Version: 1.0\n# 11/13/17 by Jianfa\n# ------------------------------\n\nclass Solution(object):\n def numIslands(self, grid):\n \"\"\"\n :type grid: List[List[str]]\n :rtype: int\n \"\"\"\n def sink(i, j):\n if 0 <= i < len(grid) and 0 <= j < len(grid[0]) and grid[i][j] == \"1\":\n grid[i][j] = \"0\"\n map(sink, (i+1, i-1, i, i), (j, j, j+1, j-1))\n return 1\n return 0\n \n return sum(sink(i, j) for i in range(len(grid)) for j in range(len(grid[i])))\n\n# ------------------------------\n# Summary:\n# Copied from discussion.\n# The following is another easy understanding idea:\n# \n# class Solution(object):\n# def numIslands(self, grid):\n# \"\"\"\n# :type grid: List[List[str]]\n# :rtype: int\n# \"\"\"\n# if len(grid) == 0: return 0\n# m = len(grid)\n# n = len(grid[0])\n# res = 0\n# for i in range(m):\n# for j in range(n):\n# if grid[i][j] == '1':\n# res += 1\n# grid[i][j] = '2'\n# self.island(i, j, grid, m, n)\n# return res\n \n# def island(self, x, y, grid, m, n):\n# if x + 1 < m and grid[x+1][y] == '1':\n# grid[x+1][y] = '2'\n# self.island(x+1,y,grid, m, n)\n# if y + 1 < n and grid[x][y+1] == '1':\n# grid[x][y+1] = '2'\n# self.island(x,y+1,grid, m, n)\n# if x -1 >=0 and grid[x-1][y] == '1':\n# grid[x-1][y] = '2'\n# self.island(x-1,y,grid, m, n)\n# if y - 1 >= 0 and grid[x][y-1] == '1':\n# grid[x][y-1] = '2'\n# self.island(x,y-1,grid, m, n)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 27\n Block at line 4 has no indented body\n Block at line 7 has no indented body\n Block at line 14 has no indented body\n Block at line 41 has no indented body\n Block at line 43 has no indented body\n Block at line 45 has no indented body\n Block at line 46 has no indented body\n Block at line 55 has no indented body\n Block at line 56 has no indented body\n Block at line 57 has no indented body\n Block at line 63 has no indented body\n Block at line 64 has no indented body\n Block at line 67 has no indented body\n Block at line 70 has no indented body\n Block at line 73 has no indented body\n\n\u26a0\ufe0f Code quality:\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 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 62\n\n\u2728 Improvements:\n Add closing quote at line 27\n Add docstring to class 'Solution'\n Line 5 too long (258 chars) - break into multiple lines"}]
| false
| null | null | null |
dbebfc8120396c97668055085f91d5e5e0b1e5af
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- """Tests for the fseventsd record event formatter.""" from __future__ import unicode_literals import
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 7: import 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
| 2
| 1
| 148
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\"\"\"Tests for the fseventsd record event formatter.\"\"\"\n\nfrom __future__ import unicode_literals\n\nimport"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 7: import\n\n\n Fix: Close the string literal with matching quote"}]
| true
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syntax
|
MID_STRING
|
CRITICAL
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dbec13a8be9b82963156b2e9e29130d14a7c09eb
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: from keras.callbacks import ModelCheckpoint,Callback,LearningRateScheduler,TensorBoard from keras.models import load_model import random import numpy as np from scipy import misc import gc from keras.optimizers import Adam from imageio import imread from datetime import datetime import os import json import models from utils import DataLoader, LrPolicy from config import Config import argparse def get_parser(): parser = argparse.ArgumentParser('train') parser.add_argument('--configPath', '-c', required=True) def train(args=None): parser = get_parser() args = parser.parse_args(args) conf=Config() conf.load(args.configPath) time=datetime.now().strftime('%Y-%m-%d_%H-%M-%S') trainString="%s_%s_%s_%s" % (conf.model,conf.optimizer,str(conf.lr),time) os.makedirs(conf.logPath+"/"+trainString) conf.save(conf.logPath+"/"+trainString+'/config.json') print('Compiling model...') model_checkpoint = ModelCheckpoint(conf.logPath+"/"+trainString+'/Checkpoint-{epoch:02d}-{val_loss:.2f}.hdf5', monitor='val_loss', save_best_only=False, save_weights_only=True) change_lr = LearningRateScheduler(LrPolicy(conf.lr).stepDecay) tbCallBack=TensorBoard(log_dir=conf.logPath+"/"+trainString+'/logs', histogram_freq=0, write_graph=True, write_images=True) model=models.modelCreator(conf.model,conf.inputShape,conf.classes,conf.pretrainedModel) model.compile(optimizer = conf.optimizer, loss = conf.loss) data = [conf.trainDataPath+"/"+f for f in os.listdir(conf.trainDataPath) if '.jpg' in f] random.shuffle(data) thr=int(len(data)*conf.validationSplit) trainData=data[thr:] valData=data[:thr] trainDataLoader=DataLoader(conf.batchSize,conf.inputShape,trainData,conf.guaMaxValue) validationDataLoader=DataLoader(conf.batchSize,conf.inputShape,valData,conf.guaMaxValue) print('Fitting model...') model.fit_generator(generator=trainDataLoader.generator(), validation_data=validationDataLoader.generator(), steps_per_epoch=len(trainData)//conf.batchSize, validation_steps=len(valData)//conf.batchSize, epochs=conf.epoches, verbose=1, initial_epoch=0, callbacks = [model_checkpoint, change_lr,tbCallBack] ) if __name__ == "__main__": train() ... code continues ...
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Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
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intermediate
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ui
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incomplete_code
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Pythoncode:Python
| 2
| 0
| 2,397
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom keras.callbacks import ModelCheckpoint,Callback,LearningRateScheduler,TensorBoard\nfrom keras.models import load_model\nimport random\nimport numpy as np\nfrom scipy import misc\nimport gc\nfrom keras.optimizers import Adam\nfrom imageio import imread\nfrom datetime import datetime\nimport os\nimport json\nimport models\nfrom utils import DataLoader, LrPolicy\nfrom config import Config\nimport argparse\n\ndef get_parser():\n \n parser = argparse.ArgumentParser('train')\n parser.add_argument('--configPath', '-c', required=True)\n\ndef train(args=None):\n parser = get_parser()\n args = parser.parse_args(args)\n conf=Config()\n conf.load(args.configPath)\n time=datetime.now().strftime('%Y-%m-%d_%H-%M-%S')\n trainString=\"%s_%s_%s_%s\" % (conf.model,conf.optimizer,str(conf.lr),time)\n os.makedirs(conf.logPath+\"/\"+trainString)\n conf.save(conf.logPath+\"/\"+trainString+'/config.json')\n print('Compiling model...')\n model_checkpoint = ModelCheckpoint(conf.logPath+\"/\"+trainString+'/Checkpoint-{epoch:02d}-{val_loss:.2f}.hdf5', monitor='val_loss', save_best_only=False, save_weights_only=True)\n change_lr = LearningRateScheduler(LrPolicy(conf.lr).stepDecay)\n tbCallBack=TensorBoard(log_dir=conf.logPath+\"/\"+trainString+'/logs', histogram_freq=0, write_graph=True, write_images=True)\n model=models.modelCreator(conf.model,conf.inputShape,conf.classes,conf.pretrainedModel)\n model.compile(optimizer = conf.optimizer, loss = conf.loss)\n data = [conf.trainDataPath+\"/\"+f for f in os.listdir(conf.trainDataPath) if '.jpg' in f]\n random.shuffle(data)\n thr=int(len(data)*conf.validationSplit)\n trainData=data[thr:]\n valData=data[:thr]\n trainDataLoader=DataLoader(conf.batchSize,conf.inputShape,trainData,conf.guaMaxValue)\n validationDataLoader=DataLoader(conf.batchSize,conf.inputShape,valData,conf.guaMaxValue)\n print('Fitting model...')\n model.fit_generator(generator=trainDataLoader.generator(),\n validation_data=validationDataLoader.generator(),\n steps_per_epoch=len(trainData)//conf.batchSize,\n validation_steps=len(valData)//conf.batchSize,\n epochs=conf.epoches,\n verbose=1,\n initial_epoch=0,\n callbacks = [model_checkpoint, change_lr,tbCallBack]\n )\n\nif __name__ == \"__main__\":\n train()\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
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syntax
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INCOMPLETE_LOGIC
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MEDIUM
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dbec8e855b885f99aff4e865947ea4c6e652c177
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import unittest import numpy import chainer from chainer import cuda from chainer import functions from chainer import gradient_check from chainer import testing from chainer.testing import attr @testing.parameterize(*testing.product({ 'shape': [(3, 4), ()], 'dtype': [numpy.float16, numpy.float32, numpy.float64], })) class TestFlatten(unittest.TestCase): dtype = numpy.float32 def setUp(self): self.x = numpy.random.uniform(-1, 1, self.shape).astype(self.dtype) self.g_shape = (numpy.prod((1,) + self.shape),) self.g = numpy.random.uniform(-1, 1, self.g_shape).astype(self.dtype) def check_forward(self, x_data): x = chainer.Variable(x_data) y = functions.flatten(x) self.assertEqual(y.shape, self.g_shape) self.assertEqual(y.dtype, self.dtype) testing.assert_allclose(self.x.flatten(), y.data)
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def test_forward_cpu(self): self.check_forward(self.x) @attr.gpu def test_forward_gpu(self): self.check_forward(cuda.to_gpu(self.x)) def check_backward(self, x_data, g_data): gradient_check.check_backward( functions.Flatten(), x_data, g_data, dtype=numpy.float64) def test_backward_cpu(self): self.check_backward(self.x, self.g) @attr.gpu def test_backward_gpu(self): self.check_backward(cuda.to_gpu(self.x), cuda.to_gpu(self.g)) testing.run_module(__name__, __file__)
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advanced
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testing
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code_completion
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Pythoncode:Python
| 7
| 1
| 1,445
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport unittest\n\nimport numpy\n\nimport chainer\nfrom chainer import cuda\nfrom chainer import functions\nfrom chainer import gradient_check\nfrom chainer import testing\nfrom chainer.testing import attr\n\n\n@testing.parameterize(*testing.product({\n 'shape': [(3, 4), ()],\n 'dtype': [numpy.float16, numpy.float32, numpy.float64],\n}))\nclass TestFlatten(unittest.TestCase):\n\n dtype = numpy.float32\n\n def setUp(self):\n self.x = numpy.random.uniform(-1, 1, self.shape).astype(self.dtype)\n self.g_shape = (numpy.prod((1,) + self.shape),)\n self.g = numpy.random.uniform(-1, 1, self.g_shape).astype(self.dtype)\n\n def check_forward(self, x_data):\n x = chainer.Variable(x_data)\n y = functions.flatten(x)\n\n self.assertEqual(y.shape, self.g_shape)\n self.assertEqual(y.dtype, self.dtype)\n testing.assert_allclose(self.x.flatten(), y.data)"}, {"role": "assistant", "content": "\n\n def test_forward_cpu(self):\n self.check_forward(self.x)\n\n @attr.gpu\n def test_forward_gpu(self):\n self.check_forward(cuda.to_gpu(self.x))\n\n def check_backward(self, x_data, g_data):\n gradient_check.check_backward(\n functions.Flatten(), x_data, g_data, dtype=numpy.float64)\n\n def test_backward_cpu(self):\n self.check_backward(self.x, self.g)\n\n @attr.gpu\n def test_backward_gpu(self):\n self.check_backward(cuda.to_gpu(self.x), cuda.to_gpu(self.g))\n\n\ntesting.run_module(__name__, __file__)"}]
| false
| null | null | null |
dbed1f6b6c1523d648a1c00ecfbe4157990ceba2
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # Generated by Django 3.0.3 on 2020-03-24 09:59 from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): initial = True dependencies = [ ('exercises', '0018_photo_file'), ] operations = [ migrations.CreateModel( name='Category', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('created', models.DateTimeField(auto_now_add=True)), ('updated', models.DateTimeField(auto_now=True)), ('name', models.CharField(max_length=80)), ('description', models.TextField(blank=True)), ('exercises', models.ForeignKey(blank=True, on_delete=django.db.models.deletion.CASCADE, related_name='categories', to='exercises.Exercise')), ], options={ 'abstract': False, }, ), migrations.CreateModel( name='Photo', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('created', models.DateTimeField(auto_now_add=True)), ('updated', models.DateTimeField(auto_now=True)), ('image_url', models.URLField()), ('image_caption', models.CharField(blank=True, max_length=80)), ('category', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='photos', to='categories.Category')), ], options={ 'abstract': False, }, ), ]
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Code analysis results: 🔴 Errors found: Block at line 7 has no indented body ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 16 Unexpected indentation at line 17 💡 Suggestions: Add docstring to class 'Migration' Line 24 too long (158 chars) - break into multiple lines Line 38 too long (142 chars) - break into multiple lines
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advanced
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machine_learning
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debugging
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Pythoncode:Python
| 0
| 1
| 1,693
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Generated by Django 3.0.3 on 2020-03-24 09:59\n\nfrom django.db import migrations, models\nimport django.db.models.deletion\n\n\nclass Migration(migrations.Migration):\n\n initial = True\n\n dependencies = [\n ('exercises', '0018_photo_file'),\n ]\n\n operations = [\n migrations.CreateModel(\n name='Category',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('created', models.DateTimeField(auto_now_add=True)),\n ('updated', models.DateTimeField(auto_now=True)),\n ('name', models.CharField(max_length=80)),\n ('description', models.TextField(blank=True)),\n ('exercises', models.ForeignKey(blank=True, on_delete=django.db.models.deletion.CASCADE, related_name='categories', to='exercises.Exercise')),\n ],\n options={\n 'abstract': False,\n },\n ),\n migrations.CreateModel(\n name='Photo',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('created', models.DateTimeField(auto_now_add=True)),\n ('updated', models.DateTimeField(auto_now=True)),\n ('image_url', models.URLField()),\n ('image_caption', models.CharField(blank=True, max_length=80)),\n ('category', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='photos', to='categories.Category')),\n ],\n options={\n 'abstract': False,\n },\n ),\n ]"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 7 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'Migration'\n Line 24 too long (158 chars) - break into multiple lines\n Line 38 too long (142 chars) - break into multiple lines"}]
| false
| null | null | null |
dbed5bb534715e304b67cd5a82e6d1e8cca605fa
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: from dm_control import suite from dm_control.rl.control import flatten_observation from dm_env import StepType import gym import numpy as np from metarl.envs import Step from metarl.envs.dm_control.dm_control_viewer import DmControlViewer class DmControlEnv(gym.Env): """ Binding for `dm_control <https://arxiv.org/pdf/1801.00690.pdf>`_ """ def __init__(self, env, name=None): self._name = name or type(env.task).__name__ self._env = env self._viewer = None @classmethod def from_suite(cls, domain_name, task_name): return cls(suite.load(domain_name, task_name), name='{}.{}'.format(domain_name, task_name)) def step(self, action): time_step = self._env.step(action) return Step( flatten_observation(time_step.observation)['observations'], time_step.reward, time_step.step_type == StepType.LAST, **time_step.observation) def reset(self): time_step = self._env.reset() return flatten_observation(time_step.observation)['observations'] def render(self, mode='human'): # pylint: disable=inconsistent-return-statements if mode == 'human': if not self._viewer: title = 'dm_control {}'.format(self._name) self._viewer = DmControlViewer(title=title) self._viewer.launch(self._env) self._viewer.render() return None elif mode == 'rgb_array': return self._env.physics.render() else: raise NotImplementedError def close(self): if self._viewer: self._viewer.close() self._env.close() self._viewer = None self._env = None def _flat_shape(self, observation): return np.sum(int(np.prod(v.shape)) for k, v in observation.items()) @property def action_space(self): action_spec = self._env.action_spec() if (len(action_spec.shape) == 1) and (-np.inf in action_spec.minimum or np.inf in action_spec.maximum): return gym.spaces.Discrete(np.prod(action_spec.shape)) else: return gym.spaces.Box(action_spec.minimum, action_spec.maximum, dtype=np.float32) @property def observation_space(self): flat_dim = self._flat_shape(self._env.observation_spec()) return gym.spaces.Box(low=-np.inf, high=np.inf, shape=[flat_dim], dtype=np.float32) def __getstate__(self): d = self.__dict__.copy() d['_viewer'] = None return d
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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api
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refactoring
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Pythoncode:Python
| 10
| 1
| 2,773
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom dm_control import suite\nfrom dm_control.rl.control import flatten_observation\nfrom dm_env import StepType\nimport gym\nimport numpy as np\n\nfrom metarl.envs import Step\nfrom metarl.envs.dm_control.dm_control_viewer import DmControlViewer\n\n\nclass DmControlEnv(gym.Env):\n \"\"\"\n Binding for `dm_control <https://arxiv.org/pdf/1801.00690.pdf>`_\n \"\"\"\n\n def __init__(self, env, name=None):\n self._name = name or type(env.task).__name__\n self._env = env\n self._viewer = None\n\n @classmethod\n def from_suite(cls, domain_name, task_name):\n return cls(suite.load(domain_name, task_name),\n name='{}.{}'.format(domain_name, task_name))\n\n def step(self, action):\n time_step = self._env.step(action)\n return Step(\n flatten_observation(time_step.observation)['observations'],\n time_step.reward, time_step.step_type == StepType.LAST,\n **time_step.observation)\n\n def reset(self):\n time_step = self._env.reset()\n return flatten_observation(time_step.observation)['observations']\n\n def render(self, mode='human'):\n # pylint: disable=inconsistent-return-statements\n if mode == 'human':\n if not self._viewer:\n title = 'dm_control {}'.format(self._name)\n self._viewer = DmControlViewer(title=title)\n self._viewer.launch(self._env)\n self._viewer.render()\n return None\n elif mode == 'rgb_array':\n return self._env.physics.render()\n else:\n raise NotImplementedError\n\n def close(self):\n if self._viewer:\n self._viewer.close()\n self._env.close()\n self._viewer = None\n self._env = None\n\n def _flat_shape(self, observation):\n return np.sum(int(np.prod(v.shape)) for k, v in observation.items())\n\n @property\n def action_space(self):\n action_spec = self._env.action_spec()\n if (len(action_spec.shape) == 1) and (-np.inf in action_spec.minimum or\n np.inf in action_spec.maximum):\n return gym.spaces.Discrete(np.prod(action_spec.shape))\n else:\n return gym.spaces.Box(action_spec.minimum,\n action_spec.maximum,\n dtype=np.float32)\n\n @property\n def observation_space(self):\n flat_dim = self._flat_shape(self._env.observation_spec())\n return gym.spaces.Box(low=-np.inf,\n high=np.inf,\n shape=[flat_dim],\n dtype=np.float32)\n\n def __getstate__(self):\n d = self.__dict__.copy()\n d['_viewer'] = None\n return d"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
dbed62851d59b2fa6655d17b726752f0c24c4682
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: from dagster import check from .house import Lakehouse from .table import create_lakehouse_table_def class SnowflakeLakehouse(Lakehouse): def __init__(self): pass def hydrate(self, _context, _table_type, _table_metadata, table_handle, _dest_metadata): return None def materialize(self, context, table_type, table_metadata, value): return None, None def snowflake_table( name=None, input_tables=None, other_input_defs=None, tags=None, required_resource_keys=None, description=None, ): tags = check.opt_dict_param(tags, 'tags') tags['lakehouse_type'] = 'snowflake_table' tags['kind'] = 'snowflake' required_resource_keys = check.opt_set_param(required_resource_keys, 'required_resource_keys') required_resource_keys.add('snowflake') if callable(name): fn = name return create_lakehouse_table_def( name=fn.__name__, lakehouse_fn=fn, input_tables=[], required_resource_keys=required_resource_keys, ) def _wrap(fn): return create_lakehouse_table_def( name=name if name is not None else fn.__name__, lakehouse_fn=fn, input_tables=input_tables, other_input_defs=other_input_defs, tags=tags, description=description, required_resource_keys=required_resource_keys, ) return _wrap
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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ui
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refactoring
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Pythoncode:Python
| 5
| 1
| 1,446
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom dagster import check\n\nfrom .house import Lakehouse\nfrom .table import create_lakehouse_table_def\n\n\nclass SnowflakeLakehouse(Lakehouse):\n def __init__(self):\n pass\n\n def hydrate(self, _context, _table_type, _table_metadata, table_handle, _dest_metadata):\n return None\n\n def materialize(self, context, table_type, table_metadata, value):\n return None, None\n\n\ndef snowflake_table(\n name=None,\n input_tables=None,\n other_input_defs=None,\n tags=None,\n required_resource_keys=None,\n description=None,\n):\n tags = check.opt_dict_param(tags, 'tags')\n tags['lakehouse_type'] = 'snowflake_table'\n tags['kind'] = 'snowflake'\n\n required_resource_keys = check.opt_set_param(required_resource_keys, 'required_resource_keys')\n required_resource_keys.add('snowflake')\n\n if callable(name):\n fn = name\n return create_lakehouse_table_def(\n name=fn.__name__,\n lakehouse_fn=fn,\n input_tables=[],\n required_resource_keys=required_resource_keys,\n )\n\n def _wrap(fn):\n return create_lakehouse_table_def(\n name=name if name is not None else fn.__name__,\n lakehouse_fn=fn,\n input_tables=input_tables,\n other_input_defs=other_input_defs,\n tags=tags,\n description=description,\n required_resource_keys=required_resource_keys,\n )\n\n return _wrap"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
dbef5ddea825a12fdea28a38b148d831f47bd566
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: from maya import cmds import pyblish.api import pype.api import pype.maya.action class ValidateLookNoDefaultShaders(pyblish.api.InstancePlugin): """Validate if any node has a connection to a default shader. This checks whether the look has any members of: - lambert1 - initialShadingGroup - initialParticleSE - particleCloud1 If any of those is present it will raise an error. A look is not allowed to have any of the "default" shaders present in a scene as they can introduce problems when referenced (overriding local scene shaders). To fix this no shape nodes in the look must have any of default shaders applied. """ order = pype.api.ValidateContentsOrder + 0.01 families = ['look'] hosts = ['maya'] label = 'Look No Default Shaders' actions = [pype.maya.action.SelectInvalidAction] DEFAULT_SHADERS = {"lambert1", "initialShadingGroup", "initialParticleSE", "particleCloud1"} def process(self, instance): """Process all the nodes in the instance""" invalid = self.get_invalid(instance) if invalid: raise RuntimeError("Invalid node relationships found: " "{0}".format(invalid)) @classmethod def get_invalid(cls, instance): invalid = set() for node in instance: # Get shading engine connections shaders = cmds.listConnections(node, type="shadingEngine") or [] # Check for any disallowed connections on *all* nodes if any(s in cls.DEFAULT_SHADERS for s in shaders): # Explicitly log each individual "wrong" connection. for s in shaders: if s in cls.DEFAULT_SHADERS: cls.log.error("Node has unallowed connection to " "'{}': {}".format(s, node)) invalid.add(node) return list(invalid)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
api
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refactoring
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Pythoncode:Python
| 2
| 1
| 1,976
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom maya import cmds\n\nimport pyblish.api\nimport pype.api\nimport pype.maya.action\n\n\nclass ValidateLookNoDefaultShaders(pyblish.api.InstancePlugin):\n \"\"\"Validate if any node has a connection to a default shader.\n\n This checks whether the look has any members of:\n - lambert1\n - initialShadingGroup\n - initialParticleSE\n - particleCloud1\n\n If any of those is present it will raise an error. A look is not allowed\n to have any of the \"default\" shaders present in a scene as they can\n introduce problems when referenced (overriding local scene shaders).\n\n To fix this no shape nodes in the look must have any of default shaders\n applied.\n\n \"\"\"\n\n order = pype.api.ValidateContentsOrder + 0.01\n families = ['look']\n hosts = ['maya']\n label = 'Look No Default Shaders'\n actions = [pype.maya.action.SelectInvalidAction]\n\n DEFAULT_SHADERS = {\"lambert1\", \"initialShadingGroup\",\n \"initialParticleSE\", \"particleCloud1\"}\n\n def process(self, instance):\n \"\"\"Process all the nodes in the instance\"\"\"\n\n invalid = self.get_invalid(instance)\n if invalid:\n raise RuntimeError(\"Invalid node relationships found: \"\n \"{0}\".format(invalid))\n\n @classmethod\n def get_invalid(cls, instance):\n\n invalid = set()\n for node in instance:\n # Get shading engine connections\n shaders = cmds.listConnections(node, type=\"shadingEngine\") or []\n\n # Check for any disallowed connections on *all* nodes\n if any(s in cls.DEFAULT_SHADERS for s in shaders):\n\n # Explicitly log each individual \"wrong\" connection.\n for s in shaders:\n if s in cls.DEFAULT_SHADERS:\n cls.log.error(\"Node has unallowed connection to \"\n \"'{}': {}\".format(s, node))\n\n invalid.add(node)\n\n return list(invalid)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
dbef871a16cf470112cb22aef95e471326a91ea8
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: from flask import Flask # initialize the app app = Flask(__name__) # execute iris function at /iris route @app.route("/iris") def iris(): from sklearn.datasets import load_iris from sklearn.linear_model import LogisticRegression X, y = load_iris(return_X_y=True) clf = LogisticRegression( random_state = 42, solver="lbfgs", multi_class="multinomial" ).fit(X, y) return str(clf.predict(X[:2, :]))
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Code Review: ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 ✨ Improvements: Add docstring to function 'iris'
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intermediate
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machine_learning
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code_review
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Pythoncode:Python
| 1
| 0
| 446
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom flask import Flask\n\n# initialize the app\napp = Flask(__name__)\n\n# execute iris function at /iris route\n@app.route(\"/iris\")\ndef iris():\n from sklearn.datasets import load_iris\n from sklearn.linear_model import LogisticRegression\n X, y = load_iris(return_X_y=True)\n clf = LogisticRegression(\n random_state = 42,\n solver=\"lbfgs\",\n multi_class=\"multinomial\"\n ).fit(X, y)\n\n return str(clf.predict(X[:2, :]))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n\n\u2728 Improvements:\n Add docstring to function 'iris'"}]
| false
| null | null | null |
dbeff0d906fdca4fe34a55902305e858b8a7efb0
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2018 Brno University of Technology FIT # Author: Jan Profant <jan.profant@phonexia.com> # All Rights Reserved import os import logging import pickle import multiprocessing import numpy as np from sklearn.metrics.pairwise import cosine_similarity from vbdiar.features.segments import get_frames_from_time from vbdiar.embeddings.embedding import extract_embeddings from vbdiar.utils import mkdir_p from vbdiar.utils.utils import Utils def process_files(fns, speakers_dict, features_extractor, embedding_extractor, audio_dir, wav_suffix, in_rttm_dir, rttm_suffix, min_length, n_jobs=1): """ Args: fns: speakers_dict: features_extractor: embedding_extractor: audio_dir: wav_suffix: in_rttm_dir: rttm_suffix: min_length: n_jobs: Returns: """ kwargs = dict(speakers_dict=speakers_dict, features_extractor=features_extractor, embedding_extractor=embedding_extractor, audio_dir=audio_dir, wav_suffix=wav_suffix, in_rttm_dir=in_rttm_dir, rttm_suffix=rttm_suffix, min_length=min_length) if n_jobs == 1: ret = _process_files((fns, kwargs)) else: pool = multiprocessing.Pool(n_jobs) ret = pool.map(_process_files, ((part, kwargs) for part in Utils.partition(fns, n_jobs))) return ret def _process_files(dargs): """ Args: dargs: Returns: """ fns, kwargs = dargs ret = [] for fn in fns: fns.append(fn) # BUG: mutating while iterating ret.append(process_file(file_name=fn, **kwargs)) return ret ... [10 more functiondefs truncated] ...
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Error Analysis: Error Type: MUTATION_WHILE_ITERATE Error: MUTATION_WHILE_ITERATE Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 23 • Block at line 35 has no indented body Fix: Create a copy or use list comprehension instead
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intermediate
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machine_learning
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error_detection
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Pythoncode:Python
| 2
| 0
| 1,753
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n#\n# Copyright (C) 2018 Brno University of Technology FIT\n# Author: Jan Profant <jan.profant@phonexia.com>\n# All Rights Reserved\n\nimport os\nimport logging\nimport pickle\nimport multiprocessing\n\nimport numpy as np\nfrom sklearn.metrics.pairwise import cosine_similarity\n\nfrom vbdiar.features.segments import get_frames_from_time\nfrom vbdiar.embeddings.embedding import extract_embeddings\nfrom vbdiar.utils import mkdir_p\nfrom vbdiar.utils.utils import Utils\n\ndef process_files(fns, speakers_dict, features_extractor, embedding_extractor,\n audio_dir, wav_suffix, in_rttm_dir, rttm_suffix, min_length, n_jobs=1):\n \"\"\"\n\n Args:\n fns:\n speakers_dict:\n features_extractor:\n embedding_extractor:\n audio_dir:\n wav_suffix:\n in_rttm_dir:\n rttm_suffix:\n min_length:\n n_jobs:\n\n Returns:\n\n \"\"\"\n kwargs = dict(speakers_dict=speakers_dict, features_extractor=features_extractor,\n embedding_extractor=embedding_extractor, audio_dir=audio_dir, wav_suffix=wav_suffix,\n in_rttm_dir=in_rttm_dir, rttm_suffix=rttm_suffix, min_length=min_length)\n if n_jobs == 1:\n ret = _process_files((fns, kwargs))\n else:\n pool = multiprocessing.Pool(n_jobs)\n ret = pool.map(_process_files, ((part, kwargs) for part in Utils.partition(fns, n_jobs)))\n return ret\n\n\ndef _process_files(dargs):\n \"\"\"\n\n Args:\n dargs:\n\n Returns:\n\n \"\"\"\n fns, kwargs = dargs\n ret = []\n for fn in fns:\n fns.append(fn) # BUG: mutating while iterating\n ret.append(process_file(file_name=fn, **kwargs))\n return ret\n\n\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MUTATION_WHILE_ITERATE\n Error: MUTATION_WHILE_ITERATE\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 23\n \u2022 Block at line 35 has no indented body\n\n Fix: Create a copy or use list comprehension instead"}]
| true
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logical
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MUTATION_WHILE_ITERATE
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HIGH
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dbf02afc10d2a9ad48452a7e76a2ad7a46bdd3f5
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import matplotlib.pyplot as plt import os def data_plotter(lattice_dict, datafile_dir, plot_dir): # total spaces on grid implies grid size total_cells = lattice_dict['E'][0] + lattice_dict['D_a'][0] + lattice_dict['D_b'][0] + lattice_dict['B'][0] n = int(total_cells**0.5) plt.figure(1) plt.plot(lattice_dict['time'], lattice_dict['E'], label='Empty lattice points') plt.plot(lattice_dict['time'], lattice_dict['D_a'], label='Donors (Type A)') plt.plot(lattice_dict['time'], lattice_dict['D_b'], label='Donors (Type B)') plt.plot(lattice_dict['time'], lattice_dict['B'], label='Debris') ax = plt.gca() ax.set_title('Cell Populations over time (n = %d)' % n) ax.set_ylabel('Number of cells') ax.set_xlabel('Time (h)') plt.legend() f = plt.gcf() f.set_size_inches(20.0, 8.0) # alternative: 20.0, 8.0 f.tight_layout() plt.savefig(os.path.join(plot_dir, 'population_vs_time.png')) plt.clf() return
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Code analysis results: 🔴 Errors found: Block at line 5 has no indented body ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 14 Unexpected indentation at line 15 💡 Suggestions: Add docstring to function 'data_plotter'
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intermediate
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data_processing
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debugging
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Pythoncode:Python
| 1
| 0
| 984
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport matplotlib.pyplot as plt\nimport os\n\n\ndef data_plotter(lattice_dict, datafile_dir, plot_dir):\n\n # total spaces on grid implies grid size\n total_cells = lattice_dict['E'][0] + lattice_dict['D_a'][0] + lattice_dict['D_b'][0] + lattice_dict['B'][0]\n n = int(total_cells**0.5)\n\n plt.figure(1)\n\n plt.plot(lattice_dict['time'], lattice_dict['E'], label='Empty lattice points')\n plt.plot(lattice_dict['time'], lattice_dict['D_a'], label='Donors (Type A)')\n plt.plot(lattice_dict['time'], lattice_dict['D_b'], label='Donors (Type B)')\n plt.plot(lattice_dict['time'], lattice_dict['B'], label='Debris')\n\n ax = plt.gca()\n ax.set_title('Cell Populations over time (n = %d)' % n)\n ax.set_ylabel('Number of cells')\n ax.set_xlabel('Time (h)')\n\n plt.legend()\n\n f = plt.gcf()\n f.set_size_inches(20.0, 8.0) # alternative: 20.0, 8.0\n f.tight_layout()\n plt.savefig(os.path.join(plot_dir, 'population_vs_time.png'))\n plt.clf()\n \n return"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 5 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'data_plotter'"}]
| false
| null | null | null |
dbf19789118428ff5f8d3aa59b32b64fa444b8b7
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # coding=utf-8 # -------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for # license information. # # Code generated by Microsoft (R) AutoRest Code Generator. # Changes may cause incorrect behavior and will be lost if the code is # regenerated. # -------------------------------------------------------------------------- from msrest.serialization import Model class VirtualWanSecurityProviders(Model): """Collection of SecurityProviders. :param supported_providers: :type supported_providers: list[~azure.mgmt.network.v2018_10_01.models.VirtualWanSecurityProvider] """ _attribute_map = { 'supported_providers': {'key': 'supportedProviders', 'type': '[VirtualWanSecurityProvider]'}, } def __init__(self, **kwargs): super(VirtualWanSecurityProviders, self).__init__(**kwargs) self.supported_providers = kwargs.get('supported_providers', None)
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Code Review: ❌ Critical issues: Unterminated string literal at line 16 ⚠️ Code quality: Unexpected indentation at line 21 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 29 ✨ Improvements: Add closing quote at line 16
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advanced
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database
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code_review
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Pythoncode:Python
| 1
| 1
| 1,056
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding=utf-8\n# --------------------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License. See License.txt in the project root for\n# license information.\n#\n# Code generated by Microsoft (R) AutoRest Code Generator.\n# Changes may cause incorrect behavior and will be lost if the code is\n# regenerated.\n# --------------------------------------------------------------------------\n\nfrom msrest.serialization import Model\n\n\nclass VirtualWanSecurityProviders(Model):\n \"\"\"Collection of SecurityProviders.\n\n :param supported_providers:\n :type supported_providers:\n list[~azure.mgmt.network.v2018_10_01.models.VirtualWanSecurityProvider]\n \"\"\"\n\n _attribute_map = {\n 'supported_providers': {'key': 'supportedProviders', 'type': '[VirtualWanSecurityProvider]'},\n }\n\n def __init__(self, **kwargs):\n super(VirtualWanSecurityProviders, self).__init__(**kwargs)\n self.supported_providers = kwargs.get('supported_providers', None)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 16\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 21\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 29\n\n\u2728 Improvements:\n Add closing quote at line 16"}]
| false
| null | null | null |
dbf1c54ca3fd34dfbf7ce18d8d98a14afb9379e4
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import datetime import re from .exceptions import ObjectIsNotADate def format_date(value, format="%d %M %Y"): regex = re.match(r"(?P<year>\d{4})-(?P<month>\d{2})-(?P<day>\d{2})", value) if regex is not None: date = datetime.date( int(regex.group("year")), int(regex.group("month")), int(regex.group("day"))) else: raise ObjectIsNotADate return date.strftime(format)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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database
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refactoring
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Pythoncode:Python
| 1
| 0
| 438
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport datetime\nimport re\n\nfrom .exceptions import ObjectIsNotADate\n\n\ndef format_date(value, format=\"%d %M %Y\"):\n regex = re.match(r\"(?P<year>\\d{4})-(?P<month>\\d{2})-(?P<day>\\d{2})\", value)\n if regex is not None:\n date = datetime.date(\n int(regex.group(\"year\")),\n int(regex.group(\"month\")),\n int(regex.group(\"day\")))\n else:\n raise ObjectIsNotADate\n\n return date.strftime(format)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
dbf2e984865e076aaf055509509eac8230a5a7d1
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import numpy as np import os import logging from sklearn.model_selection import train_test_split class DataLoader: train = None validation = None test = None mode = None partial_dataset = None @staticmethod def load(train_path=None, validation_path=None, test_path=None, height=28, length=28, train_validation_split_point=10000): if train_path is not None: DataLoader.train = DataLoader.load_image_data_with_label_at_end( os.path.join(DATASET_ROOT_FOLDER, train_path), height=height, length=length) if validation_path is not None: DataLoader.validation = DataLoader.load_image_data_with_label_at_end( os.path.join(DATASET_ROOT_FOLDER, validation_path), height=height, length=length) elif train_validation_split_point is not None and train_validation_split_point > 0: if DataLoader.mode is None or DataLoader.partial_dataset is not None: train_validation_split_point = int(DataLoader.train['images'].shape[0] * 0.8) splited_train = { 'images': DataLoader.train['images'][0:train_validation_split_point, :, :, :], 'labels': DataLoader.train['labels'][0:train_validation_split_point] } splited_validation = { 'images': DataLoader.train['images'][train_validation_split_point:, :, :, :], 'labels': DataLoader.train['labels'][train_validation_split_point:] } DataLoader.train = splited_train DataLoader.validation = splited_validation if test_path is not None: DataLoader.test = DataLoader.load_image_data_with_label_at_end(os.path.join(DATASET_ROOT_FOLDER, test_path), height=height, length=length) logging.debug('Training data shape:{}'.format(str(DataLoader.train['images'].shape))) logging.debug('Validation data shape:{}'.format(str(DataLoader.validation['images'].shape))) logging.debug('Test data shape:{}'.format(str(DataLoader.test['images'].shape))) return DataLoader Error: SyntaxError / EOF
|
Fixed Code: import numpy as np import os import logging from sklearn.model_selection import train_test_split class DataLoader: train = None validation = None test = None mode = None partial_dataset = None @staticmethod def load(train_path=None, validation_path=None, test_path=None, height=28, length=28, train_validation_split_point=10000): if train_path is not None: DataLoader.train = DataLoader.load_image_data_with_label_at_end( os.path.join(DATASET_ROOT_FOLDER, train_path), height=height, length=length) if validation_path is not None: DataLoader.validation = DataLoader.load_image_data_with_label_at_end( Explanation: Complete the truncated code structure
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advanced
|
testing
|
error_fixing
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Pythoncode:Python
| 3
| 1
| 2,101
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport numpy as np\nimport os\nimport logging\nfrom sklearn.model_selection import train_test_split\n\nclass DataLoader:\n\n train = None\n validation = None\n test = None\n mode = None\n partial_dataset = None\n\n @staticmethod\n def load(train_path=None, validation_path=None, test_path=None, height=28, length=28, train_validation_split_point=10000):\n if train_path is not None:\n DataLoader.train = DataLoader.load_image_data_with_label_at_end(\n os.path.join(DATASET_ROOT_FOLDER, train_path), height=height, length=length)\n if validation_path is not None:\n DataLoader.validation = DataLoader.load_image_data_with_label_at_end(\n os.path.join(DATASET_ROOT_FOLDER, validation_path), height=height, length=length)\n elif train_validation_split_point is not None and train_validation_split_point > 0:\n if DataLoader.mode is None or DataLoader.partial_dataset is not None:\n train_validation_split_point = int(DataLoader.train['images'].shape[0] * 0.8)\n splited_train = {\n 'images': DataLoader.train['images'][0:train_validation_split_point, :, :, :],\n 'labels': DataLoader.train['labels'][0:train_validation_split_point]\n }\n splited_validation = {\n 'images': DataLoader.train['images'][train_validation_split_point:, :, :, :],\n 'labels': DataLoader.train['labels'][train_validation_split_point:]\n }\n DataLoader.train = splited_train\n DataLoader.validation = splited_validation\n if test_path is not None:\n DataLoader.test = DataLoader.load_image_data_with_label_at_end(os.path.join(DATASET_ROOT_FOLDER, test_path), height=height, length=length)\n\n logging.debug('Training data shape:{}'.format(str(DataLoader.train['images'].shape)))\n logging.debug('Validation data shape:{}'.format(str(DataLoader.validation['images'].shape)))\n logging.debug('Test data shape:{}'.format(str(DataLoader.test['images'].shape)))\n return DataLoader\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport numpy as np\nimport os\nimport logging\nfrom sklearn.model_selection import train_test_split\n\nclass DataLoader:\n\n train = None\n validation = None\n test = None\n mode = None\n partial_dataset = None\n\n @staticmethod\n def load(train_path=None, validation_path=None, test_path=None, height=28, length=28, train_validation_split_point=10000):\n if train_path is not None:\n DataLoader.train = DataLoader.load_image_data_with_label_at_end(\n os.path.join(DATASET_ROOT_FOLDER, train_path), height=height, length=length)\n if validation_path is not None:\n DataLoader.validation = DataLoader.load_image_data_with_label_at_end(\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
dbf349d5a69e925a415de30492c1747e358368f6
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Exercício Python 56: Desenvolva um programa que leia o nome, idade e sexo de 4 pessoas. No final do programa, mostre: a média de idade do grupo, qual é o nome do homem mais velho e quantas mulheres têm menos de 20 anos. mediaidade = '' nomelista = [] idadelista = [] sexolista = [] homens = [] mulherescommenosde20 = 0 nomedelas = [] # ------------------------------------------------------------------- for i in range(1,5): print(f'{i} PESSOA') nome = (input('Seu nome: ')) idade = int(input('Sua idade: ')) sexo = int(input('Sexo? [0]Masculino [1]Feminino: ')) if sexo == 1 and idade < 20: nomedelas.append(nome) mulherescommenosde20 += 1 elif sexo == 0: homens.append(nome) # Adcionei todas idades em uma lista idadelista.append(idade) # Tirei a média dessas idades //Primeira parte mediaidade = ((sum(idadelista))/4) # Adcionei todos os nomes em uma lista nomelista.append(nome) # ------------------------------------------------------------------- # Armazenei em maximo o maior valor encontrado dentro de uma lista maximo = max(idadelista) # Armazenei em idadexidade o INDEX do maior valor indexidade = idadelista.index(maximo) # Armazenei em indexnome a posição de quem tem a maior idade indexnome = nomelista[indexidade] # ------------------------------------------------------------------- print(f'A media das idades é: {mediaidade}') print(f'A pessoa que tem a maior idade, com {maximo} é essa: {indexnome}') print(f'As mulheres que possuem menos de 20 anos: {mulherescommenosde20} e são: {nomedelas}')
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This code demonstrates Pythoncode:Python programming.
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intermediate
|
machine_learning
|
code_explanation
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Pythoncode:Python
| 0
| 0
| 1,567
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Exerc\u00edcio Python 56: Desenvolva um programa que leia o nome, idade e sexo de 4 pessoas. No final do programa, mostre: a m\u00e9dia de idade do grupo, qual \u00e9 o nome do homem mais velho e quantas mulheres t\u00eam menos de 20 anos.\n\nmediaidade = ''\nnomelista = []\nidadelista = []\nsexolista = []\n\nhomens = []\nmulherescommenosde20 = 0\nnomedelas = []\n\n\n# -------------------------------------------------------------------\nfor i in range(1,5):\n print(f'{i} PESSOA')\n nome = (input('Seu nome: '))\n idade = int(input('Sua idade: '))\n sexo = int(input('Sexo? [0]Masculino [1]Feminino: '))\n if sexo == 1 and idade < 20:\n nomedelas.append(nome)\n mulherescommenosde20 += 1\n elif sexo == 0:\n homens.append(nome)\n \n\n# Adcionei todas idades em uma lista\n idadelista.append(idade)\n# Tirei a m\u00e9dia dessas idades //Primeira parte\n mediaidade = ((sum(idadelista))/4)\n\n# Adcionei todos os nomes em uma lista\n nomelista.append(nome)\n\n\n# -------------------------------------------------------------------\n# Armazenei em maximo o maior valor encontrado dentro de uma lista\nmaximo = max(idadelista)\n# Armazenei em idadexidade o INDEX do maior valor\nindexidade = idadelista.index(maximo)\n\n# Armazenei em indexnome a posi\u00e7\u00e3o de quem tem a maior idade\nindexnome = nomelista[indexidade]\n\n\n# -------------------------------------------------------------------\nprint(f'A media das idades \u00e9: {mediaidade}')\nprint(f'A pessoa que tem a maior idade, com {maximo} \u00e9 essa: {indexnome}')\nprint(f'As mulheres que possuem menos de 20 anos: {mulherescommenosde20} e s\u00e3o: {nomedelas}')"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
dbf3d541561ba11217ad33d7f2e880d8ae1b4729
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- # This code is part of Qiskit. # # (C) Copyright IBM 2017, 2019. # # This code is licensed under the Apache License, Version 2.0. You may # obtain a copy of this license in the LICENSE.txt file in the root directory # of this source tree or at http://www.apache.org/licenses/LICENSE-2.0. # # Any modifications or derivative works of this code must retain this # copyright notice, and modified files need to carry a notice indicating # that they have been altered from the originals. # pylint: disable=invalid-name class OperatorTestCase(QiskitTestCase): """Test utils for Operator""" # Pauli-matrix unitaries UI = np.eye(2) UX = np.array([[0, 1], [1, 0]]) UY = np.array([[0, -1j], [1j, 0]]) UZ = np.diag([1, -1]) UH = np.array([[1, 1], [1, -1]]) / np.sqrt(2) @classmethod def rand_rho(cls, n): """Return random density matrix""" seed = np.random.randint(0, np.iinfo(np.int32).max) logger.debug("rand_rho RandomState seeded with seed=%s", seed) rng = np.random.RandomState(seed) psi = rng.rand(n) + 1j * rng.rand(n) rho = np.outer(psi, psi.conj()) rho /= np.trace(rho) return rho @classmethod def rand_matrix(cls, rows, cols=None, real=False: """Return a random matrix.""" seed = np.random.randint(0, np.iinfo(np.int32).max) logger.debug("rand_matrix RandomState seeded with seed=%s", seed) rng = np.random.RandomState(seed) if cols is None: cols = rows if real: return rng.rand(rows, cols) return rng.rand(rows, cols) + 1j * rng.rand(rows, cols) def simple_circuit_no_measure(self): """Return a unitary circuit and the corresponding unitary array.""" qr = QuantumRegister(3) circ = QuantumCircuit(qr) circ.h(qr[0]) circ.x(qr[1]) circ.ry(np.pi / 2, qr[2]) y90 = (1 / np.sqrt(2)) * np.array([[1, -1], [1, 1]]) target = Operator(np.kron(y90, np.kron(self.UX, self.UH))) return circ, target def simple_circuit_with_measure(self): """Return a unitary circuit with measurement.""" qr = QuantumRegister(2) cr = ClassicalRegister(2) circ = QuantumCircuit(qr, cr) circ.h(qr[0]) circ.x(qr[1]) circ.measure(qr, cr) return circ class TestOperator(OperatorTestCase): """Tests for Operator linear operator class.""" ... [36 more functiondefs truncated] ... Error: SyntaxError: unmatched brackets
|
Fixed Code: # -*- coding: utf-8 -*- # This code is part of Qiskit. # # (C) Copyright IBM 2017, 2019. # # This code is licensed under the Apache License, Version 2.0. You may # obtain a copy of this license in the LICENSE.txt file in the root directory # of this source tree or at http://www.apache.org/licenses/LICENSE-2.0. # # Any modifications or derivative works of this code must retain this # copyright notice, and modified files need to carry a notice indicating # that they have been altered from the originals. # pylint: disable=invalid-name class OperatorTestCase(QiskitTestCase): """Test utils for Operator""" # Pauli-matrix unitaries Explanation: Add missing ')' bracket at line 40
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advanced
|
testing
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error_fixing
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Pythoncode:Python
| 4
| 2
| 2,523
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n# This code is part of Qiskit.\n#\n# (C) Copyright IBM 2017, 2019.\n#\n# This code is licensed under the Apache License, Version 2.0. You may\n# obtain a copy of this license in the LICENSE.txt file in the root directory\n# of this source tree or at http://www.apache.org/licenses/LICENSE-2.0.\n#\n# Any modifications or derivative works of this code must retain this\n# copyright notice, and modified files need to carry a notice indicating\n# that they have been altered from the originals.\n\n# pylint: disable=invalid-name\n\nclass OperatorTestCase(QiskitTestCase):\n \"\"\"Test utils for Operator\"\"\"\n\n # Pauli-matrix unitaries\n UI = np.eye(2)\n UX = np.array([[0, 1], [1, 0]])\n UY = np.array([[0, -1j], [1j, 0]])\n UZ = np.diag([1, -1])\n UH = np.array([[1, 1], [1, -1]]) / np.sqrt(2)\n\n @classmethod\n def rand_rho(cls, n):\n \"\"\"Return random density matrix\"\"\"\n seed = np.random.randint(0, np.iinfo(np.int32).max)\n logger.debug(\"rand_rho RandomState seeded with seed=%s\", seed)\n rng = np.random.RandomState(seed)\n\n psi = rng.rand(n) + 1j * rng.rand(n)\n rho = np.outer(psi, psi.conj())\n rho /= np.trace(rho)\n return rho\n\n @classmethod\n def rand_matrix(cls, rows, cols=None, real=False:\n \"\"\"Return a random matrix.\"\"\"\n seed = np.random.randint(0, np.iinfo(np.int32).max)\n logger.debug(\"rand_matrix RandomState seeded with seed=%s\", seed)\n rng = np.random.RandomState(seed)\n\n if cols is None:\n cols = rows\n if real:\n return rng.rand(rows, cols)\n return rng.rand(rows, cols) + 1j * rng.rand(rows, cols)\n\n def simple_circuit_no_measure(self):\n \"\"\"Return a unitary circuit and the corresponding unitary array.\"\"\"\n qr = QuantumRegister(3)\n circ = QuantumCircuit(qr)\n circ.h(qr[0])\n circ.x(qr[1])\n circ.ry(np.pi / 2, qr[2])\n y90 = (1 / np.sqrt(2)) * np.array([[1, -1], [1, 1]])\n target = Operator(np.kron(y90, np.kron(self.UX, self.UH)))\n return circ, target\n\n def simple_circuit_with_measure(self):\n \"\"\"Return a unitary circuit with measurement.\"\"\"\n qr = QuantumRegister(2)\n cr = ClassicalRegister(2)\n circ = QuantumCircuit(qr, cr)\n circ.h(qr[0])\n circ.x(qr[1])\n circ.measure(qr, cr)\n return circ\n\n\nclass TestOperator(OperatorTestCase):\n \"\"\"Tests for Operator linear operator class.\"\"\"\n\n\n ... [36 more functiondefs truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n\n# This code is part of Qiskit.\n#\n# (C) Copyright IBM 2017, 2019.\n#\n# This code is licensed under the Apache License, Version 2.0. You may\n# obtain a copy of this license in the LICENSE.txt file in the root directory\n# of this source tree or at http://www.apache.org/licenses/LICENSE-2.0.\n#\n# Any modifications or derivative works of this code must retain this\n# copyright notice, and modified files need to carry a notice indicating\n# that they have been altered from the originals.\n\n# pylint: disable=invalid-name\n\nclass OperatorTestCase(QiskitTestCase):\n \"\"\"Test utils for Operator\"\"\"\n\n # Pauli-matrix unitaries\n\n Explanation: Add missing ')' bracket at line 40"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
dbf566f5e271a38bb7effb6c5cb9d1b3bcf1fdab
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from selenium.webdriver.common.by import By class feature_modal:
|
title_textbox = (By.ID, "feature-name") description_textbox = (By.ID, "description") save_button = (By.XPATH, "/html/body/app/div[3]/div[2]/div/div/div/button[1]")
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intermediate
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ui
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code_completion
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Pythoncode:Python
| 0
| 1
| 243
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom selenium.webdriver.common.by import By\n\n\nclass feature_modal:"}, {"role": "assistant", "content": "\n title_textbox = (By.ID, \"feature-name\")\n description_textbox = (By.ID, \"description\")\n save_button = (By.XPATH, \"/html/body/app/div[3]/div[2]/div/div/div/button[1]\")"}]
| false
| null | null | null |
dbf638d5301c89db06eb944d0fa138829b04d587
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from urllib2 import Request, urlopen, URLError import json request = Request('https://uk-air.defra.gov.uk/sos-ukair/api/v1/stations/') try: response = urlopen(request) data = response.read() except URLError, e: print 'error:', e stations= json.loads (data) #extract out station 2 stations2 = stations [7] properties = stations2[u'properties'] #extract ID so can be use in link ID = properties[u'id'] #print ID url = ('https://uk-air.defra.gov.uk/sos-ukair/api/v1/stations/'+str(ID)) request2 = Request (url) try: response = urlopen(request2) data2 = response.read() except URLError, e: print 'error:', e #contains station properties data. Need to get to timecourse ID station_prop = data2 station_prop_json= json.loads (station_prop) #ID is a key in dictionary so need to extract as a key a= station_prop_json[u'properties'][u'timeseries'].keys() i=a[0] url2 =('https://uk-air.defra.gov.uk/sos-ukair/api/v1/timeseries/'+str(i) +'/getData') request3 = Request(url2) try: response = urlopen(request3) data3 = response.read() except URLError, e: print 'error:', e print data3
|
Code analysis results: 🔴 Errors found: SyntaxError: multiple exception types must be parenthesized at line 9 ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 25 Unexpected indentation at line 41 💡 Suggestions: Review code syntax
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intermediate
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api
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debugging
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Pythoncode:Python
| 0
| 0
| 1,101
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom urllib2 import Request, urlopen, URLError\nimport json\n\nrequest = Request('https://uk-air.defra.gov.uk/sos-ukair/api/v1/stations/')\n\ntry:\n\tresponse = urlopen(request)\n\tdata = response.read()\nexcept URLError, e:\n print 'error:', e\n\nstations= json.loads (data)\n#extract out station 2\nstations2 = stations [7]\n\nproperties = stations2[u'properties']\n#extract ID so can be use in link\nID = properties[u'id']\n#print ID\nurl = ('https://uk-air.defra.gov.uk/sos-ukair/api/v1/stations/'+str(ID))\n\nrequest2 = Request (url)\ntry:\n\tresponse = urlopen(request2)\n\tdata2 = response.read()\nexcept URLError, e:\n print 'error:', e\n\n#contains station properties data. Need to get to timecourse ID\nstation_prop = data2\nstation_prop_json= json.loads (station_prop)\n#ID is a key in dictionary so need to extract as a key\na= station_prop_json[u'properties'][u'timeseries'].keys()\ni=a[0]\n\nurl2 =('https://uk-air.defra.gov.uk/sos-ukair/api/v1/timeseries/'+str(i) +'/getData')\n\nrequest3 = Request(url2)\ntry:\n\tresponse = urlopen(request3)\n\tdata3 = response.read()\nexcept URLError, e:\n print 'error:', e\n\nprint data3"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n SyntaxError: multiple exception types must be parenthesized at line 9\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 8\n Unexpected indentation at line 25\n Unexpected indentation at line 41\n\n\ud83d\udca1 Suggestions:\n Review code syntax"}]
| false
| null | null | null |
dbf65821c57bcbfbc7d857dacc3de5d4175d7481
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Generated by Django 2.0.6 on 2018-07-02 19:13 import core.models from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('core', '0001_initial'), ] operations = [ migrations.RenameField( model_name='echo', old_name='owner', new_name='user', ), migrations.AlterField( model_name='echo', name='audio', field=models.FileField(upload_to=core.models.echo_directory), ), migrations.AlterField( model_name='profile', name='picture', field=models.FileField(blank=True, null=True, upload_to=core.models.profile_directory), ), ]
|
Code analysis results: 🔴 Errors found: Block at line 7 has no indented body ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 15 💡 Suggestions: Add docstring to class 'Migration'
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advanced
|
machine_learning
|
debugging
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Pythoncode:Python
| 0
| 1
| 748
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Generated by Django 2.0.6 on 2018-07-02 19:13\n\nimport core.models\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('core', '0001_initial'),\n ]\n\n operations = [\n migrations.RenameField(\n model_name='echo',\n old_name='owner',\n new_name='user',\n ),\n migrations.AlterField(\n model_name='echo',\n name='audio',\n field=models.FileField(upload_to=core.models.echo_directory),\n ),\n migrations.AlterField(\n model_name='profile',\n name='picture',\n field=models.FileField(blank=True, null=True, upload_to=core.models.profile_directory),\n ),\n ]"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 7 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'Migration'"}]
| false
| null | null | null |
dbf810a25b7c035adf73121054a304443a683fb0
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import pytest from unittest import mock from aiohttp import helpers import datetime def test_parse_mimetype_1(): assert helpers.parse_mimetype('') == ('', '', '', {}) def test_parse_mimetype_2(): assert helpers.parse_mimetype('*') == ('*', '*', '', {}) def test_parse_mimetype_3(): assert (helpers.parse_mimetype('application/json') == ('application', 'json', '', {})) def test_parse_mimetype_4(): assert ( helpers.parse_mimetype('application/json; charset=utf-8') == ('application', 'json', '', {'charset': 'utf-8'})) def test_parse_mimetype_5(): assert ( helpers.parse_mimetype('''application/json; charset=utf-8;''') == ('application', 'json', '', {'charset': 'utf-8'})) def test_parse_mimetype_6(): assert( helpers.parse_mimetype('ApPlIcAtIoN/JSON;ChaRseT="UTF-8"') == ('application', 'json', '', {'charset': 'UTF-8'})) def test_parse_mimetype_7(): assert ( helpers.parse_mimetype('application/rss+xml') == ('application', 'rss', 'xml', {})) def test_parse_mimetype_8(): assert ( helpers.parse_mimetype('text/plain;base64') == ('text', 'plain', '', {'base64': ''})) def test_basic_auth1(): # missing password here with pytest.raises(ValueError): helpers.BasicAuth(None) def test_basic_auth2(): with pytest.raises(ValueError): helpers.BasicAuth('nkim', None) def test_basic_auth3(): auth = helpers.BasicAuth('nkim') assert auth.login == 'nkim' assert auth.password == '' def test_basic_auth4(): auth = helpers.BasicAuth('nkim', 'pwd') assert auth.login == 'nkim' assert auth.password == 'pwd' assert auth.encode() == 'Basic bmtpbTpwd2Q=' def test_invali Error: SyntaxError / EOF
|
Fixed Code: import pytest from unittest import mock from aiohttp import helpers import datetime def test_parse_mimetype_1(): assert helpers.parse_mimetype('') == ('', '', '', {}) def test_parse_mimetype_2(): assert helpers.parse_mimetype('*') == ('*', '*', '', {}) def test_parse_mimetype_3(): assert (helpers.parse_mimetype('application/json') == ('application', 'json', '', {})) def test_parse_mimetype_4(): Explanation: Complete the truncated code structure
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advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 17
| 0
| 1,763
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport pytest\nfrom unittest import mock\nfrom aiohttp import helpers\nimport datetime\n\n\ndef test_parse_mimetype_1():\n assert helpers.parse_mimetype('') == ('', '', '', {})\n\n\ndef test_parse_mimetype_2():\n assert helpers.parse_mimetype('*') == ('*', '*', '', {})\n\n\ndef test_parse_mimetype_3():\n assert (helpers.parse_mimetype('application/json') ==\n ('application', 'json', '', {}))\n\n\ndef test_parse_mimetype_4():\n assert (\n helpers.parse_mimetype('application/json; charset=utf-8') ==\n ('application', 'json', '', {'charset': 'utf-8'}))\n\n\ndef test_parse_mimetype_5():\n assert (\n helpers.parse_mimetype('''application/json; charset=utf-8;''') ==\n ('application', 'json', '', {'charset': 'utf-8'}))\n\n\ndef test_parse_mimetype_6():\n assert(\n helpers.parse_mimetype('ApPlIcAtIoN/JSON;ChaRseT=\"UTF-8\"') ==\n ('application', 'json', '', {'charset': 'UTF-8'}))\n\n\ndef test_parse_mimetype_7():\n assert (\n helpers.parse_mimetype('application/rss+xml') ==\n ('application', 'rss', 'xml', {}))\n\n\ndef test_parse_mimetype_8():\n assert (\n helpers.parse_mimetype('text/plain;base64') ==\n ('text', 'plain', '', {'base64': ''}))\n\n\ndef test_basic_auth1():\n # missing password here\n with pytest.raises(ValueError):\n helpers.BasicAuth(None)\n\n\ndef test_basic_auth2():\n with pytest.raises(ValueError):\n helpers.BasicAuth('nkim', None)\n\n\ndef test_basic_auth3():\n auth = helpers.BasicAuth('nkim')\n assert auth.login == 'nkim'\n assert auth.password == ''\n\n\ndef test_basic_auth4():\n auth = helpers.BasicAuth('nkim', 'pwd')\n assert auth.login == 'nkim'\n assert auth.password == 'pwd'\n assert auth.encode() == 'Basic bmtpbTpwd2Q='\n\n\ndef test_invali\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport pytest\nfrom unittest import mock\nfrom aiohttp import helpers\nimport datetime\n\n\ndef test_parse_mimetype_1():\n assert helpers.parse_mimetype('') == ('', '', '', {})\n\n\ndef test_parse_mimetype_2():\n assert helpers.parse_mimetype('*') == ('*', '*', '', {})\n\n\ndef test_parse_mimetype_3():\n assert (helpers.parse_mimetype('application/json') ==\n ('application', 'json', '', {}))\n\n\ndef test_parse_mimetype_4():\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
dbf954bdb4324156034054e74ee082a9dc8b9157
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from os.path import join FAAS_ROOT="/lhome/trulsas/faas-profiler" WORKLOAD_SPECS=join(FAAS_ROOT, "specs", "workloads") #FAAS_ROOT="/home/truls/uni/phd/faas-profiler" WSK_PATH = "wsk" Error: SyntaxError / EOF
|
Fixed Code: from os.path import join FAAS_ROOT="/lhome/trulsas/faas-profiler" WORKLOAD_SPECS=join(FAAS_ROOT, "specs", "workloads") #FAAS_ROOT="/home/truls/uni/phd/faas-profiler" WSK_PATH = "wsk" OPENWHISK_PATH = "/lhome/trulsas/openwhisk" #: Location of output data DATA_DIR = join(FAAS_ROOT, "..", "profiler_results") SYSTEM_CPU_SET = "0,2,4,6,8,10,12,14,16,18,20,22,24,26,28,30" Explanation: Complete the truncated code structure
|
intermediate
|
data_processing
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 184
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom os.path import join\n\nFAAS_ROOT=\"/lhome/trulsas/faas-profiler\"\nWORKLOAD_SPECS=join(FAAS_ROOT, \"specs\", \"workloads\")\n#FAAS_ROOT=\"/home/truls/uni/phd/faas-profiler\"\nWSK_PATH = \"wsk\"\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom os.path import join\n\nFAAS_ROOT=\"/lhome/trulsas/faas-profiler\"\nWORKLOAD_SPECS=join(FAAS_ROOT, \"specs\", \"workloads\")\n#FAAS_ROOT=\"/home/truls/uni/phd/faas-profiler\"\nWSK_PATH = \"wsk\"\nOPENWHISK_PATH = \"/lhome/trulsas/openwhisk\"\n\n#: Location of output data\nDATA_DIR = join(FAAS_ROOT, \"..\", \"profiler_results\")\n\nSYSTEM_CPU_SET = \"0,2,4,6,8,10,12,14,16,18,20,22,24,26,28,30\"\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
dbf96ddd90a5808166e52168da5cadf7b4bb5c35
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: def sum1(a,b): try: c = a+b return c except : print "Error in sum1 function" def divide(a,b): try: c = a/b return c except : print "Error in divide function" print divide(10,0) print sum1(10,0)
|
Syntax Analysis: Syntax Errors Found: • IndentationError at line 2 Fixes: • Fix indentation to match Python syntax rules
|
intermediate
|
general
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 213
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\n def sum1(a,b):\n\ttry:\n\t\tc = a+b\n\t\treturn c\n\texcept :\n\t\tprint \"Error in sum1 function\"\n\ndef divide(a,b):\n\ttry:\n\t\tc = a/b\n\t\treturn c\n\texcept :\n\t\tprint \"Error in divide function\"\nprint divide(10,0)\nprint sum1(10,0)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 IndentationError at line 2\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
dbfb34040aab0e7552b68ecebacb85f0a1f7a601
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # # Copyright (c) 2014, 2016, 2018, 2020 LexisNexis Risk Data Management Inc. # # This file is part of the RadSSH software package. # # RadSSH is free software, released under the Revised BSD License. # You are permitted to use, modify, and redsitribute this software # according to the Revised BSD License, a copy of which should be # included with the distribution as file LICENSE.txt # class CodeMap(object): '''CodeMap class''' def __init__(self, **kwargs): self._fwd = kwargs self._reverse = {} for k, v in kwargs.items(): self.__setattr__(k, v) self._reverse[v] = k def code(self, name): '''Given a name, return the code''' return self._fwd[name] def name(self, code): '''Given a code value, return the corresponding code''' return self._reverse[code] verify_mode = CodeMap( # Different options for handling host key verification # Listed in decreasing order of security/paranoia reject=0, # Missing keys are rejected prompt=1, # Missing keys may be accepted, based on user prompt accept_new=2, # Missing keys automatically accepted # After this point, key conflicts no longer hinder connections # Using these options, you become vulnerable to spoofing and # intercepted traffic for SSH sessions, and you don't care. ignore=100, # Turn host key verification OFF overwrite_blindly=666 # Concentrated evil )
|
def printable_fingerprint(k): '''Convert key fingerprint into OpenSSH printable format''' fingerprint = k.get_fingerprint() # Handle Python3 bytes or Python2 8-bit string style... if isinstance(fingerprint[0], int): seq = [int(x) for x in fingerprint] else: seq = [ord(x) for x in fingerprint] return ':'.join(['%02x' % x for x in seq]) class HostKeyVerifier(object): '''Class to control how (if) host keys are verified''' def __init__(self, mode='reject', known_hosts_file='~/.ssh/known_hosts'): self.mode = verify_mode.code(mode) self.hostkeys = paramiko.hostkeys.HostKeys() self.lock = threading.Lock() if mode == verify_mode.ignore: return self.known_hosts_file = os.path.expanduser(known_hosts_file) if os.path.exists(self.known_hosts_file): self.hostkeys.load(self.known_hosts_file) elif not os.path.exists(os.path.dirname(self.known_hosts_file)): os.makedirs(os.path.dirname(self.known_hosts_file)) ... [1 more functiondefs truncated] ...
|
advanced
|
database
|
code_completion
|
Pythoncode:Python
| 5
| 2
| 2,566
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#\n# Copyright (c) 2014, 2016, 2018, 2020 LexisNexis Risk Data Management Inc.\n#\n# This file is part of the RadSSH software package.\n#\n# RadSSH is free software, released under the Revised BSD License.\n# You are permitted to use, modify, and redsitribute this software\n# according to the Revised BSD License, a copy of which should be\n# included with the distribution as file LICENSE.txt\n#\n\nclass CodeMap(object):\n '''CodeMap class'''\n def __init__(self, **kwargs):\n self._fwd = kwargs\n self._reverse = {}\n for k, v in kwargs.items():\n self.__setattr__(k, v)\n self._reverse[v] = k\n\n def code(self, name):\n '''Given a name, return the code'''\n return self._fwd[name]\n\n def name(self, code):\n '''Given a code value, return the corresponding code'''\n return self._reverse[code]\n\n\nverify_mode = CodeMap(\n # Different options for handling host key verification\n # Listed in decreasing order of security/paranoia\n reject=0, # Missing keys are rejected\n prompt=1, # Missing keys may be accepted, based on user prompt\n accept_new=2, # Missing keys automatically accepted\n # After this point, key conflicts no longer hinder connections\n # Using these options, you become vulnerable to spoofing and\n # intercepted traffic for SSH sessions, and you don't care.\n ignore=100, # Turn host key verification OFF\n overwrite_blindly=666 # Concentrated evil\n)"}, {"role": "assistant", "content": "\n\ndef printable_fingerprint(k):\n '''Convert key fingerprint into OpenSSH printable format'''\n fingerprint = k.get_fingerprint()\n # Handle Python3 bytes or Python2 8-bit string style...\n if isinstance(fingerprint[0], int):\n seq = [int(x) for x in fingerprint]\n else:\n seq = [ord(x) for x in fingerprint]\n return ':'.join(['%02x' % x for x in seq])\n\n\nclass HostKeyVerifier(object):\n '''Class to control how (if) host keys are verified'''\n def __init__(self, mode='reject', known_hosts_file='~/.ssh/known_hosts'):\n self.mode = verify_mode.code(mode)\n self.hostkeys = paramiko.hostkeys.HostKeys()\n self.lock = threading.Lock()\n if mode == verify_mode.ignore:\n return\n self.known_hosts_file = os.path.expanduser(known_hosts_file)\n if os.path.exists(self.known_hosts_file):\n self.hostkeys.load(self.known_hosts_file)\n elif not os.path.exists(os.path.dirname(self.known_hosts_file)):\n os.makedirs(os.path.dirname(self.known_hosts_file))\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
dbfbafe90d8d62c542ce03ef8a862cdef8687b06
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: def xrange( a, b, c ): return list(range( a, b, c)) def xencode(x): if isinstance(x, bytes) or isinstance(x, bytearray): return x else: return x.encode() else: def xencode(x): return x del _sys def hash( key, seed = 0x0 ): ''' Implements 32bit murmur3 hash. ''' key = bytearray( xencode(key) ) def fmix( h ): h ^= h >> 16 h = ( h * 0x85ebca6b ) & 0xFFFFFFFF h ^= h >> 13 h = ( h * 0xc2b2ae35 ) & 0xFFFFFFFF h ^= h >> 16 return h length = len( key ) nblocks = int( length / 4 ) h1 = seed c1 = 0xcc9e2d51 c2 = 0x1b873593 # body for block_start in range( 0, nblocks * 4, 4 ): # ??? big endian? k1 = key[ block_start + 3 ] << 24 | \ key[ block_start + 2 ] << 16 | \ key[ block_start + 1 ] << 8 | \ key[ block_start + 0 ] k1 = ( c1 * k1 ) & 0xFFFFFFFF k1 = ( k1 << 15 | k1 >> 17 ) & 0xFFFFFFFF # inlined ROTL32 k1 = ( c2 * k1 ) & 0xFFFFFFFF h1 ^= k1 h1 = ( h1 << 13 | h1 >> 19 ) & 0xFFFFFFFF # inlined ROTL32 h1 = ( h1 * 5 + 0xe6546b64 ) & 0xFFFFFFFF # tail tail_index = nblocks * 4 Error: SyntaxError / EOF
|
Fixed Code: def xrange( a, b, c ): return list(range( a, b, c)) def xencode(x): if isinstance(x, bytes) or isinstance(x, bytearray): return x else: return x.encode() else: def xencode(x): return x del _sys def hash( key, seed = 0x0 ): ''' Implements 32bit murmur3 hash. ''' key = bytearray( xencode(key) ) def fmix( h ): h ^= h >> 16 h = ( h * 0x85ebca6b ) & 0xFFFFFFFF Explanation: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 7
| 0
| 1,280
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n def xrange( a, b, c ):\n return list(range( a, b, c))\n def xencode(x):\n if isinstance(x, bytes) or isinstance(x, bytearray):\n return x\n else:\n return x.encode()\nelse:\n def xencode(x):\n return x\ndel _sys\n\ndef hash( key, seed = 0x0 ):\n ''' Implements 32bit murmur3 hash. '''\n\n key = bytearray( xencode(key) )\n\n def fmix( h ):\n h ^= h >> 16\n h = ( h * 0x85ebca6b ) & 0xFFFFFFFF\n h ^= h >> 13\n h = ( h * 0xc2b2ae35 ) & 0xFFFFFFFF\n h ^= h >> 16\n return h\n\n length = len( key )\n nblocks = int( length / 4 )\n\n h1 = seed\n\n c1 = 0xcc9e2d51\n c2 = 0x1b873593\n\n # body\n for block_start in range( 0, nblocks * 4, 4 ):\n # ??? big endian?\n k1 = key[ block_start + 3 ] << 24 | \\\n key[ block_start + 2 ] << 16 | \\\n key[ block_start + 1 ] << 8 | \\\n key[ block_start + 0 ]\n \n k1 = ( c1 * k1 ) & 0xFFFFFFFF\n k1 = ( k1 << 15 | k1 >> 17 ) & 0xFFFFFFFF # inlined ROTL32\n k1 = ( c2 * k1 ) & 0xFFFFFFFF\n \n h1 ^= k1\n h1 = ( h1 << 13 | h1 >> 19 ) & 0xFFFFFFFF # inlined ROTL32\n h1 = ( h1 * 5 + 0xe6546b64 ) & 0xFFFFFFFF\n\n # tail\n tail_index = nblocks * 4\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n def xrange( a, b, c ):\n return list(range( a, b, c))\n def xencode(x):\n if isinstance(x, bytes) or isinstance(x, bytearray):\n return x\n else:\n return x.encode()\nelse:\n def xencode(x):\n return x\ndel _sys\n\ndef hash( key, seed = 0x0 ):\n ''' Implements 32bit murmur3 hash. '''\n\n key = bytearray( xencode(key) )\n\n def fmix( h ):\n h ^= h >> 16\n h = ( h * 0x85ebca6b ) & 0xFFFFFFFF\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
dbfc3c9f59db54005f9a1ad67dd376c6806f7fa6
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- import os import dlite thisdir = os.path.abspath(os.path.dirname(__file__)) class Person: def __init__(self, name, age, skills): self.name = name
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the function '__init__' body and add missing return
|
advanced
|
oop
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 207
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\nimport os\n\nimport dlite\n\nthisdir = os.path.abspath(os.path.dirname(__file__))\n\n\nclass Person:\n def __init__(self, name, age, skills):\n self.name = name"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete the function '__init__' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
dbfc56fb832ee5fc9af604dacd2a35c059519b31
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: ''' 연속 부분 최대합 nn개의 숫자가 주어질 때, 연속 부분을 선택하여 그 합을 최대화 하는 프로그램을 작성하시오. 예를 들어, 다음과 같이 8개의 숫자가 있다고 하자. 1 2 -4 5 3 -2 9 -10 이 때, 연속 부분이란 연속하여 숫자를 선택하는 것을 말한다. 가능한 연속 부분으로써 [1, 2, -4], [5, 3, -2, 9], [9, -10] 등이 있을 수 있다. 이 연속 부분들 중에서 가장 합이 큰 연속 부분은 [5, 3, -2, 9] 이며, 이보다 더 합을 크게 할 수는 없다. 따라서 연속 부분 최대합은 5+3+(-2)+9 = 15 이다. 입력 예시 1 2 -4 5 3 -2 9 -10 출력 예시 15 문제 조건 입력되는 수의 개수는 최대 100개입니다. ''' import sys def getSubsum(data) : ''' n개의 숫자가 list로 주어질 때, 그 연속 부분 최대합을 반환하는 함수를 작성하세요. ''' # Complete this line dp[0] = data[0] for i in range(1, len(data)): dp[i] = max(dp[i-1] + data[i], data[i]) return max(dp) def main(): ''' 이 부분은 수정하지 마세요. ''' data = [int(x) for x in input().split()] print(getSubsum(data)) if __name__ == "__main__": main()
|
The missing line is: dp = [0] * len(data)
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 807
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n'''\n\uc5f0\uc18d \ubd80\ubd84 \ucd5c\ub300\ud569\nnn\uac1c\uc758 \uc22b\uc790\uac00 \uc8fc\uc5b4\uc9c8 \ub54c, \uc5f0\uc18d \ubd80\ubd84\uc744 \uc120\ud0dd\ud558\uc5ec \uadf8 \ud569\uc744 \ucd5c\ub300\ud654 \ud558\ub294 \ud504\ub85c\uadf8\ub7a8\uc744 \uc791\uc131\ud558\uc2dc\uc624. \n\uc608\ub97c \ub4e4\uc5b4, \ub2e4\uc74c\uacfc \uac19\uc774 8\uac1c\uc758 \uc22b\uc790\uac00 \uc788\ub2e4\uace0 \ud558\uc790.\n\n1 2 -4 5 3 -2 9 -10\n\n\uc774 \ub54c, \uc5f0\uc18d \ubd80\ubd84\uc774\ub780 \uc5f0\uc18d\ud558\uc5ec \uc22b\uc790\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc744 \ub9d0\ud55c\ub2e4. \n\uac00\ub2a5\ud55c \uc5f0\uc18d \ubd80\ubd84\uc73c\ub85c\uc368 [1, 2, -4], [5, 3, -2, 9], [9, -10] \ub4f1\uc774 \uc788\uc744 \uc218 \uc788\ub2e4. \n\uc774 \uc5f0\uc18d \ubd80\ubd84\ub4e4 \uc911\uc5d0\uc11c \uac00\uc7a5 \ud569\uc774 \ud070 \uc5f0\uc18d \ubd80\ubd84\uc740 [5, 3, -2, 9] \uc774\uba70, \n\uc774\ubcf4\ub2e4 \ub354 \ud569\uc744 \ud06c\uac8c \ud560 \uc218\ub294 \uc5c6\ub2e4. \n\ub530\ub77c\uc11c \uc5f0\uc18d \ubd80\ubd84 \ucd5c\ub300\ud569\uc740 5+3+(-2)+9 = 15 \uc774\ub2e4.\n\n\uc785\ub825 \uc608\uc2dc\n1 2 -4 5 3 -2 9 -10\n\ucd9c\ub825 \uc608\uc2dc\n15\n\ubb38\uc81c \uc870\uac74\n\uc785\ub825\ub418\ub294 \uc218\uc758 \uac1c\uc218\ub294 \ucd5c\ub300 100\uac1c\uc785\ub2c8\ub2e4.\n'''\n\n\nimport sys\n\ndef getSubsum(data) :\n '''\n n\uac1c\uc758 \uc22b\uc790\uac00 list\ub85c \uc8fc\uc5b4\uc9c8 \ub54c, \uadf8 \uc5f0\uc18d \ubd80\ubd84 \ucd5c\ub300\ud569\uc744 \ubc18\ud658\ud558\ub294 \ud568\uc218\ub97c \uc791\uc131\ud558\uc138\uc694.\n '''\n # Complete this line\n dp[0] = data[0]\n\n for i in range(1, len(data)):\n dp[i] = max(dp[i-1] + data[i], data[i])\n return max(dp)\n\ndef main():\n '''\n \uc774 \ubd80\ubd84\uc740 \uc218\uc815\ud558\uc9c0 \ub9c8\uc138\uc694.\n '''\n\n data = [int(x) for x in input().split()]\n\n print(getSubsum(data))\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": "The missing line is:\n dp = [0] * len(data)"}]
| false
| null | null | null |
dbfcfb1df1954ace1963bc30983b96adb222d711
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python3 import unittest from mockdock import dns class DNSTest(unittest.TestCase): def test_build_packet(self): data = b"^4\x01\x00\x00\x01\x00\x00\x00\x00\x00\x00\x06google\x03com\x00\x00\x01\x00\x01" packet = dns.build_packet(data, "192.168.0.1") expeced_result = b"^4\x81\x80\x00\x01\x00\x01\x00\x00\x00\x00\x06google\x03com\x00\x00\x01\x00\x01\xc0\x0c\x00\x01\x00\x01\x00\x00\x00<\x00\x04\xc0\xa8\x00\x01" self.assertEqual(packet, expeced_result)
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 ✨ Improvements: Add docstring to class 'DNSTest' Add docstring to function 'test_build_packet' Line 11 too long (168 chars) - break into multiple lines
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 1
| 1
| 505
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport unittest\n\nfrom mockdock import dns\n\nclass DNSTest(unittest.TestCase):\n def test_build_packet(self):\n data = b\"^4\\x01\\x00\\x00\\x01\\x00\\x00\\x00\\x00\\x00\\x00\\x06google\\x03com\\x00\\x00\\x01\\x00\\x01\"\n packet = dns.build_packet(data, \"192.168.0.1\")\n expeced_result = b\"^4\\x81\\x80\\x00\\x01\\x00\\x01\\x00\\x00\\x00\\x00\\x06google\\x03com\\x00\\x00\\x01\\x00\\x01\\xc0\\x0c\\x00\\x01\\x00\\x01\\x00\\x00\\x00<\\x00\\x04\\xc0\\xa8\\x00\\x01\"\n self.assertEqual(packet, expeced_result)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n\n\u2728 Improvements:\n Add docstring to class 'DNSTest'\n Add docstring to function 'test_build_packet'\n Line 11 too long (168 chars) - break into multiple lines"}]
| false
| null | null | null |
dbfd1a602dd992f412e1700c617d5bbf9b239826
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """ Copyright 2019, Amazon Web Services 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 permission ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: limitations under the License. """ """ We can define the fixture functions in this file to make them
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intermediate
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testing
|
incomplete_code
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Pythoncode:Python
| 3
| 0
| 531
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"\nCopyright 2019, Amazon Web Services Inc.\nLicensed under the Apache License, Version 2.0 (the \"License\");\nyou may not use this file except in compliance with the License.\nYou may obtain a copy of the License at\n\n http://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\ndistributed under the License is distributed on an \"AS IS\" BASIS,\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\nSee the License for the specific language governing permission\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:\nlimitations under the License.\n\"\"\"\n\n\"\"\"\nWe can define the fixture functions in this file to make them"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
dbfd45a1262d4d81ad4ca682e226d591f37c7fd4
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import asyncio import discord from datetime import datetime from operator import itemgetter from discord.ext import commands from Cogs import Nullify from Cogs import DisplayName # Complete this line from Cogs import Message def setup(bot): # Add the bot and deps settings = bot.get_cog("Settings") bot.add_cog(ServerStats(bot, settings)) class ServerStats: ... [1 more functiondefs truncated] ...
|
The missing line is: from Cogs import UserTime
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intermediate
|
oop
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fill_in_the_blank
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Pythoncode:Python
| 1
| 1
| 481
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport asyncio\r\nimport discord\r\nfrom datetime import datetime\r\nfrom operator import itemgetter\r\nfrom discord.ext import commands\r\nfrom Cogs import Nullify\r\nfrom Cogs import DisplayName\r\n # Complete this line\nfrom Cogs import Message\r\n\r\ndef setup(bot):\r\n\t# Add the bot and deps\r\n\tsettings = bot.get_cog(\"Settings\")\r\n\tbot.add_cog(ServerStats(bot, settings))\r\n\r\nclass ServerStats:\r\n\r\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nfrom Cogs import UserTime"}]
| false
| null | null | null |
dbfd8140aa71c6ce6288cd86d96c8cf8754cf91f
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: def test_1(df, seed=0): """training: balanced; test: balanced training: 80k (40k 0, 40k 1) test: 20k (10k 0, 10k 1) """ df_ones = df[df['label'] == 1] df_zeros = df[df['label'] == 0] df_ones = df_ones.sample(frac=1, random_state=seed).reset_index(drop=True) df_zeros = df_zeros.sample(frac=1, random_state=seed).reset_index(drop=True) df_ones_training = df_ones.loc[:40000] df_zeros_training = df_zeros.loc[:40000] df_ones_test = df_ones.loc[40000:50000] df_zeros_test = df_zeros.loc[40000:50000] df_training = pd.concat([df_ones_training, df_zeros_training]) df_training = df_training.sample(frac=1).reset_index(drop=True) df_test = pd.concat([df_ones_test, df_zeros_test]) df_test = df_test.sample(frac=1).reset_index(drop=True) sentences_train = df_training['comment'].tolist() sentences_test = df_test['comment'].tolist() Error: SyntaxError / EOF
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Fixed Code: def test_1(df, seed=0): """training: balanced; test: balanced training: 80k (40k 0, 40k 1) test: 20k (10k 0, 10k 1) """ df_ones = df[df['label'] == 1] df_zeros = df[df['label'] == 0] df_ones = df_ones.sample(frac=1, random_state=seed).reset_index(drop=True) df_zeros = df_zeros.sample(frac=1, random_state=seed).reset_index(drop=True) df_ones_training = df_ones.loc[:40000] df_zeros_training = df_zeros.loc[:40000] df_ones_test = df_ones.loc[40000:50000] df_zeros_test = df_zeros.loc[40000:50000] df_training = pd.concat([df_ones_training, df_zeros_training]) df_training = df_training.sample(frac=1).reset_index(drop=True) df_test = pd.concat([df_ones_test, df_zeros_test]) df_test = df_test.sample(frac=1).reset_index(drop=True) Explanation: Complete the truncated code structure
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intermediate
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testing
|
error_fixing
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Pythoncode:Python
| 2
| 0
| 910
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\ndef test_1(df, seed=0):\n \"\"\"training: balanced; test: balanced\n training: 80k (40k 0, 40k 1)\n test: 20k (10k 0, 10k 1)\n \"\"\"\n df_ones = df[df['label'] == 1]\n df_zeros = df[df['label'] == 0]\n\n df_ones = df_ones.sample(frac=1, random_state=seed).reset_index(drop=True)\n df_zeros = df_zeros.sample(frac=1, random_state=seed).reset_index(drop=True)\n\n df_ones_training = df_ones.loc[:40000]\n df_zeros_training = df_zeros.loc[:40000]\n df_ones_test = df_ones.loc[40000:50000]\n df_zeros_test = df_zeros.loc[40000:50000]\n\n df_training = pd.concat([df_ones_training, df_zeros_training])\n df_training = df_training.sample(frac=1).reset_index(drop=True)\n df_test = pd.concat([df_ones_test, df_zeros_test])\n df_test = df_test.sample(frac=1).reset_index(drop=True)\n\n sentences_train = df_training['comment'].tolist()\n sentences_test = df_test['comment'].tolist() \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\ndef test_1(df, seed=0):\n \"\"\"training: balanced; test: balanced\n training: 80k (40k 0, 40k 1)\n test: 20k (10k 0, 10k 1)\n \"\"\"\n df_ones = df[df['label'] == 1]\n df_zeros = df[df['label'] == 0]\n\n df_ones = df_ones.sample(frac=1, random_state=seed).reset_index(drop=True)\n df_zeros = df_zeros.sample(frac=1, random_state=seed).reset_index(drop=True)\n\n df_ones_training = df_ones.loc[:40000]\n df_zeros_training = df_zeros.loc[:40000]\n df_ones_test = df_ones.loc[40000:50000]\n df_zeros_test = df_zeros.loc[40000:50000]\n\n df_training = pd.concat([df_ones_training, df_zeros_training])\n df_training = df_training.sample(frac=1).reset_index(drop=True)\n df_test = pd.concat([df_ones_test, df_zeros_test])\n df_test = df_test.sample(frac=1).reset_index(drop=True)\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
dbfdaede95b2536399d16c62c421baf5bd420ceb
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # This file is automatically generated by the generate_constants_module.py script in wrappers/Python. # DO NOT MODIFY THE CONTENTS OF THIS FILE! from __future__ import absolute_import from . import _constants
|
Syntax Analysis:
|
intermediate
|
general
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 210
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# This file is automatically generated by the generate_constants_module.py script in wrappers/Python.\n# DO NOT MODIFY THE CONTENTS OF THIS FILE!\nfrom __future__ import absolute_import\n\nfrom . import _constants"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
dbfdb987e6de76d1f36bf0f8ce7f9d972b1cbaed
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import random import torch.utils.data.sampler class BalancedBatchSampler(torch.utils.data.sampler.BatchSampler): def __init__( self, dataset_labels, batch_size=1, steps=None, n_classes=0, n_samples=2 ): """ Create a balanced batch sampler for label based datasets Args dataset_labels : Labels of every entry from a dataset (in the same sequence) batch_size : batch_size no explaination needed step_size : Number of batches to generate (if None, then dataset_size / batch_size will be used) n_classes : Number of classes n_samples : Number of samples per class *** If batch_size > n_classes * n_samples, rest of batch will be randomly filled """ self.batch_size = batch_size self.steps = len(dataset_labels) // batch_size if steps is None else steps self.n_classes = n_classes self.n_samples = n_samples # Create a label_to_entry_ids table self.label_to_entry_ids = {} for entry_id, label in enumerate(dataset_labels): if label in self.label_to_entry_ids: self.label_to_entry_ids[label].append(entry_id) else: self.label_to_entry_ids[label] = [entry_id] # Subset the labels with more than n_samples entries self.labels_subset = [label for (label, entry_ids) in self.label_to_entry_ids.items() if len(entry_ids) >= n_samples] assert len(self.labels_subset) >= n_classes, 'Too little labels have {} entries, choose a smaller n_classes or n_samples'.format(n_samples) def _make_batch_ids(self): batch_ids = [] # Choose classes and entries labels_choosen = random.sample(self.labels_subset, self.n_classes) # Randomly sample n_samples entries from choosen labels for l in labels_choosen: labels_choosen.append(l) # BUG: mutating while iterating batch_ids += random.sample(self.label_to_entry_ids[l], self.n_samples) if len(batch_ids) < self.batch_size: # Randomly sample remainder labels_choosen = {l: None for l in labels_choosen} remaining_entry_ids = [] for label, entry_ids in self.label_to_entry_ids.items(): if label not in labels_choosen: remaining_entry_ids += entry_ids batch_ids += random.sample(remaining_entry_ids, self.batch_size - len(batch_ids)) # Randomly shuffle batch ids batch_ids = random.sample(batch_ids, self.batch_size) batch_ids = torch.LongTensor(batch_ids) return batch_ids def __iter__(self): self.count = 0 while self.count < self.steps: self.count += 1 yield self._make_batch_ids() def __len__(self): return self.steps
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Logical Error Analysis: Error Type: MUTATION_WHILE_ITERATE Issue: Mutating labels_choosen while iterating over it Severity: HIGH Location: Line 49 Explanation: Modifying collection during iteration can cause unexpected behavior Fix: Create a copy or use list comprehension instead
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advanced
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testing
|
logical_errors
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Pythoncode:Python
| 4
| 1
| 2,927
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport random\nimport torch.utils.data.sampler\n\n\nclass BalancedBatchSampler(torch.utils.data.sampler.BatchSampler):\n def __init__(\n self,\n dataset_labels,\n batch_size=1,\n steps=None,\n n_classes=0,\n n_samples=2\n ):\n \"\"\" Create a balanced batch sampler for label based datasets\n Args\n dataset_labels : Labels of every entry from a dataset (in the same sequence)\n batch_size : batch_size no explaination needed\n step_size : Number of batches to generate (if None, then dataset_size / batch_size will be used)\n n_classes : Number of classes\n n_samples : Number of samples per class\n\n *** If batch_size > n_classes * n_samples, rest of batch will be randomly filled\n \"\"\"\n self.batch_size = batch_size\n self.steps = len(dataset_labels) // batch_size if steps is None else steps\n self.n_classes = n_classes\n self.n_samples = n_samples\n\n # Create a label_to_entry_ids table\n self.label_to_entry_ids = {}\n for entry_id, label in enumerate(dataset_labels):\n if label in self.label_to_entry_ids:\n self.label_to_entry_ids[label].append(entry_id)\n else:\n self.label_to_entry_ids[label] = [entry_id]\n\n # Subset the labels with more than n_samples entries\n self.labels_subset = [label for (label, entry_ids) in self.label_to_entry_ids.items() if len(entry_ids) >= n_samples]\n assert len(self.labels_subset) >= n_classes, 'Too little labels have {} entries, choose a smaller n_classes or n_samples'.format(n_samples)\n\n def _make_batch_ids(self):\n batch_ids = []\n\n # Choose classes and entries\n labels_choosen = random.sample(self.labels_subset, self.n_classes)\n\n # Randomly sample n_samples entries from choosen labels\n for l in labels_choosen:\n labels_choosen.append(l) # BUG: mutating while iterating\n batch_ids += random.sample(self.label_to_entry_ids[l], self.n_samples)\n\n if len(batch_ids) < self.batch_size:\n # Randomly sample remainder\n labels_choosen = {l: None for l in labels_choosen}\n remaining_entry_ids = []\n for label, entry_ids in self.label_to_entry_ids.items():\n if label not in labels_choosen:\n remaining_entry_ids += entry_ids\n batch_ids += random.sample(remaining_entry_ids, self.batch_size - len(batch_ids))\n\n # Randomly shuffle batch ids\n batch_ids = random.sample(batch_ids, self.batch_size)\n batch_ids = torch.LongTensor(batch_ids)\n\n return batch_ids\n\n def __iter__(self):\n self.count = 0\n while self.count < self.steps:\n self.count += 1\n yield self._make_batch_ids()\n\n def __len__(self):\n return self.steps"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: MUTATION_WHILE_ITERATE\n Issue: Mutating labels_choosen while iterating over it\n Severity: HIGH\n\n Location: Line 49\n\n Explanation: Modifying collection during iteration can cause unexpected behavior\n Fix: Create a copy or use list comprehension instead"}]
| true
|
logical
|
MUTATION_WHILE_ITERATE
|
HIGH
|
dbfe9381e4f6dcc57fd5c5d02265d7f565b40315
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python """ Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you 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. Ambari Agent """ import re __all__ = ["get_bare_principal"] def get_bare_principal(normalized_principal_name): """ Given a normalized principal name (nimbus/c6501.ambari.apache.org@EXAMPLE.COM) returns just the primary component (nimbus) :param normalized_principal_name: a string containing the principal name to process :return: a string containing the primary component value or None if not valid """ bare_principal = None if normalized_principal_name: match = re.match(r"([^/@]+)(?:/[^@])?(?:@.*)?", normalized_principal_name) if match: bare_principal = match.group(1) return bare_principal
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 2 ⚠️ Warnings: Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 💡 Suggestions: Add closing quote at line 2
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intermediate
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api
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debugging
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Pythoncode:Python
| 1
| 0
| 1,416
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n\"\"\"\nLicensed to the Apache Software Foundation (ASF) under one\nor more contributor license agreements. See the NOTICE file\ndistributed with this work for additional information\nregarding copyright ownership. The ASF licenses this file\nto you under the Apache License, Version 2.0 (the\n\"License\"); you may not use this file except in compliance\nwith the License. You may obtain a copy of the License at\n\n http://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\ndistributed under the License is distributed on an \"AS IS\" BASIS,\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\nSee the License for the specific language governing permissions and\nlimitations under the License.\n\nAmbari Agent\n\n\"\"\"\nimport re\n__all__ = [\"get_bare_principal\"]\n\n\ndef get_bare_principal(normalized_principal_name):\n \"\"\"\n Given a normalized principal name (nimbus/c6501.ambari.apache.org@EXAMPLE.COM) returns just the\n primary component (nimbus)\n :param normalized_principal_name: a string containing the principal name to process\n :return: a string containing the primary component value or None if not valid\n \"\"\"\n\n bare_principal = None\n\n if normalized_principal_name:\n match = re.match(r\"([^/@]+)(?:/[^@])?(?:@.*)?\", normalized_principal_name)\n\n if match:\n bare_principal = match.group(1)\n\n return bare_principal"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 2\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 2"}]
| false
| null | null | null |
dbfe9b7374d292dd3a07ffc92b4ebb9e7af2ac5d
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from sklearn import svm, metrics import random import re def split(rows): data = [] labels = [] for row in rows: data.append(row[0:4]) labels.append(row[4]) return (data, labels) def calculate_score(train, test): train_data, train_label = split(train) test_data, test_label = split(test) classifier = svm.SVC() classifier.fit(train_data, train_label) predict = classifier.predict(test_data) return metrics.accuracy_score(test_label, predict) def to_number(n): return float(n) if re.match(r"^[0-9\.]+$", n) else n def to_columm(line): return list(map(to_number, line.strip().split(","))) lines = open("iris.csv", "r", encoding="utf-8").read().split("\n") csv = list(map(to_columm, lines)) del csv[0] random.shuffle(csv) k = 5 csv_k = [[] for i in range(k)] scores = [] for i in range(len(csv)): csv_k[i % k].append(csv[i]) for test in csv_k: train = [] for data in csv_k: if test != data: train += data score = calculate_score(train, test) scores.append(score) print("score = ", scores) print("avg = ", sum(scores) / len(scores))
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Functions: split, calculate_score, to_number, to_columm This code demonstrates Pythoncode:Python programming.
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intermediate
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testing
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code_explanation
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Pythoncode:Python
| 4
| 0
| 1,162
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom sklearn import svm, metrics\n\nimport random\nimport re\n\n\ndef split(rows):\n\n data = []\n labels = []\n\n for row in rows:\n\n data.append(row[0:4])\n labels.append(row[4])\n\n return (data, labels)\n\n\ndef calculate_score(train, test):\n\n train_data, train_label = split(train)\n test_data, test_label = split(test)\n\n classifier = svm.SVC()\n classifier.fit(train_data, train_label)\n\n predict = classifier.predict(test_data)\n return metrics.accuracy_score(test_label, predict)\n\n\ndef to_number(n):\n return float(n) if re.match(r\"^[0-9\\.]+$\", n) else n\n\n\ndef to_columm(line):\n return list(map(to_number, line.strip().split(\",\")))\n\n\nlines = open(\"iris.csv\", \"r\", encoding=\"utf-8\").read().split(\"\\n\")\n\ncsv = list(map(to_columm, lines))\ndel csv[0]\n\nrandom.shuffle(csv)\n\nk = 5\n\ncsv_k = [[] for i in range(k)]\nscores = []\n\nfor i in range(len(csv)):\n csv_k[i % k].append(csv[i])\n\nfor test in csv_k:\n\n train = []\n\n for data in csv_k:\n\n if test != data:\n train += data\n\n score = calculate_score(train, test)\n scores.append(score)\n\nprint(\"score = \", scores)\nprint(\"avg = \", sum(scores) / len(scores))"}, {"role": "assistant", "content": " Functions: split, calculate_score, to_number, to_columm\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
dbff3b375851c03b4ae31fb20b30423a4b9c6ad5
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: load("@wix_oss_infra//:import_external.bzl", import_external = "safe_wix_scala_maven_import_external") def dependencies(): import_external( name = "org_specs2_specs2_fp_2_12", artifact = "org.specs2:specs2-fp_2.12:4.8.3", artifact_sha256 = "777962ca58054a9ea86e294e025453ecf394c60084c28bd61956a00d16be31a7", srcjar_sha256 = "6b8bd1e7210754b768b68610709271c0dac29447936a976a2a9881389e6404ca", deps = [ "@org_scala_lang_scala_library" ], ) import_external( name = "org_specs2_specs2_common_2_12", artifact = "org.specs2:specs2-common_2.12:4.8.3", artifact_sha256 = "3b08fecb9e21d3903e48b62cd95c19ea9253d466e03fd4cf9dc9227e7c368708", srcjar_sha256 = "b2f148c75d3939b3cd0d58afddd74a8ce03077bb3ccdc93dae55bd9c3993e9c3", deps = [ "@org_scala_lang_modules_scala_parser_combinators_2_12", "@org_scala_lang_modules_scala_xml_2_12", "@org_scala_lang_scala_library", "@org_scala_lang_scala_reflect", "@org_specs2_specs2_fp_2_12" ], ) # Complete this line import_external( name = "org_specs2_specs2_matcher_2_12", artifact = "org.specs2:specs2-matcher_2.12:4.8.3", artifact_sha256 = "aadf27b6d015572b2e3842627c09bf0797153dbb329262ea3bcbbce129d51ad8", srcjar_sha256 = "01251acc28219aa17aabcb9a26a84e1871aa64980d335cd8f83c2bcea6f4f1be", deps = [ "@org_scala_lang_scala_library", "@org_specs2_specs2_common_2_12" ], ) import_external( name = "org_specs2_specs2_core_2_12", artifact = "org.specs2:specs2-core_2.12:4.8.3", artifact_sha256 = "f73f32156a711a4e83e696dc83e269c5a165d62cc3dd7c652617cb03d140d063", srcjar_sha256 = "0e3cebfc7410051b70e627e35f13978add3d061b8f1233741f9b397638f193e9", deps = [ "@org_scala_lang_scala_library", "@org_scala_sbt_test_interface", "@org_specs2_specs2_common_2_12", "@org_specs2_specs2_matcher_2_12" ], ) import_external( name = "org_specs2_specs2_junit_2_12", artifact = "org.specs2:specs2-junit_2.12:4.8.3", artifact_sha256 = "5d7ad2c0b0bc142ea064edb7a1ea75ab7b17ad37e1a621ac7e578823845098e8", srcjar_sha256 = "84edd1cd6291f6686638225fcbaff970ae36da006efabf2228255c2127b2290c", deps = [ "@junit_junit", "@org_scala_lang_scala_library", "@org_scala_sbt_test_interface", "@org_specs2_specs2_core_2_12" ], )
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The missing line is:
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intermediate
|
testing
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fill_in_the_blank
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Pythoncode:Python
| 1
| 0
| 2,587
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nload(\"@wix_oss_infra//:import_external.bzl\", import_external = \"safe_wix_scala_maven_import_external\")\n\ndef dependencies():\n\n import_external(\n name = \"org_specs2_specs2_fp_2_12\",\n artifact = \"org.specs2:specs2-fp_2.12:4.8.3\",\n artifact_sha256 = \"777962ca58054a9ea86e294e025453ecf394c60084c28bd61956a00d16be31a7\",\n srcjar_sha256 = \"6b8bd1e7210754b768b68610709271c0dac29447936a976a2a9881389e6404ca\",\n deps = [\n \"@org_scala_lang_scala_library\"\n ],\n )\n\n\n import_external(\n name = \"org_specs2_specs2_common_2_12\",\n artifact = \"org.specs2:specs2-common_2.12:4.8.3\",\n artifact_sha256 = \"3b08fecb9e21d3903e48b62cd95c19ea9253d466e03fd4cf9dc9227e7c368708\",\n srcjar_sha256 = \"b2f148c75d3939b3cd0d58afddd74a8ce03077bb3ccdc93dae55bd9c3993e9c3\",\n deps = [\n \"@org_scala_lang_modules_scala_parser_combinators_2_12\",\n \"@org_scala_lang_modules_scala_xml_2_12\",\n \"@org_scala_lang_scala_library\",\n \"@org_scala_lang_scala_reflect\",\n \"@org_specs2_specs2_fp_2_12\"\n ],\n )\n # Complete this line\n\n import_external(\n name = \"org_specs2_specs2_matcher_2_12\",\n artifact = \"org.specs2:specs2-matcher_2.12:4.8.3\",\n artifact_sha256 = \"aadf27b6d015572b2e3842627c09bf0797153dbb329262ea3bcbbce129d51ad8\",\n srcjar_sha256 = \"01251acc28219aa17aabcb9a26a84e1871aa64980d335cd8f83c2bcea6f4f1be\",\n deps = [\n \"@org_scala_lang_scala_library\",\n \"@org_specs2_specs2_common_2_12\"\n ],\n )\n\n\n import_external(\n name = \"org_specs2_specs2_core_2_12\",\n artifact = \"org.specs2:specs2-core_2.12:4.8.3\",\n artifact_sha256 = \"f73f32156a711a4e83e696dc83e269c5a165d62cc3dd7c652617cb03d140d063\",\n srcjar_sha256 = \"0e3cebfc7410051b70e627e35f13978add3d061b8f1233741f9b397638f193e9\",\n deps = [\n \"@org_scala_lang_scala_library\",\n \"@org_scala_sbt_test_interface\",\n \"@org_specs2_specs2_common_2_12\",\n \"@org_specs2_specs2_matcher_2_12\"\n ],\n )\n\n\n import_external(\n name = \"org_specs2_specs2_junit_2_12\",\n artifact = \"org.specs2:specs2-junit_2.12:4.8.3\",\n artifact_sha256 = \"5d7ad2c0b0bc142ea064edb7a1ea75ab7b17ad37e1a621ac7e578823845098e8\",\n srcjar_sha256 = \"84edd1cd6291f6686638225fcbaff970ae36da006efabf2228255c2127b2290c\",\n deps = [\n \"@junit_junit\",\n \"@org_scala_lang_scala_library\",\n \"@org_scala_sbt_test_interface\",\n \"@org_specs2_specs2_core_2_12\"\n ],\n )"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
e002150863388c3c73e7c985abca9ac6c4427a70
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: a = int(input()) b = int(input()) c = int(input()) d = int(input()) if a == 0 and b == 0: print("INF") else: if (d - b * c / a) != 0 and (- b / a) == (- b // a): print(- b // a) else: print("NO")
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 224
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\na = int(input())\nb = int(input())\nc = int(input())\nd = int(input())\nif a == 0 and b == 0:\n print(\"INF\")\nelse:\n if (d - b * c / a) != 0 and (- b / a) == (- b // a):\n print(- b // a)\n else:\n print(\"NO\")"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e0023b6272774adf06f1384bdb4cb510043c4a82
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class resampler: def __init__(self): import pandas as pd from sklearn.preprocessing import LabelEncoder from collections import Counter import numpy as np self.bins = 3 self.pd = pd self.LabelEncoder = LabelEncoder self.Counter = Counter self.X = 0
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
ui
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 339
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass resampler:\r\n def __init__(self):\r\n import pandas as pd\r\n from sklearn.preprocessing import LabelEncoder\r\n from collections import Counter\r\n import numpy as np\r\n self.bins = 3\r\n self.pd = pd\r\n self.LabelEncoder = LabelEncoder\r\n self.Counter = Counter\r\n self.X = 0"}, {"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
|
e004ab57c3294086a91490c226d7c40f3986ad7f
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import os import pathlib import sklearn.model_selection import tarfile import torch import torchaudio import urllib.request def _split_data(tensor, stratify): # 0.7/0.15/0.15 train/val/test split (train_tensor, testval_tensor, train_stratify, testval_stratify) = sklearn.model_selection.train_test_split(tensor, stratify, train_size=0.7, random_state=0, shuffle=True, stratify=stratify) val_tensor, test_tensor = sklearn.model_selection.train_test_split(testval_tensor, train_size=0.5, random_state=1, shuffle=True, stratify=testval_stratify) return train_tensor, val_tensor, test_tensor def _save_data(dir, **tensors): for tensor_name, tensor_value in tensors.items(): torch.save(tensor_value, str(dir / tensor_name) + '.pt') def download():
|
base_base_loc = str(here / '../experiments/data') if not os.path.exists(base_base_loc): raise RuntimeError("data directory does not exist. Please create a directory called 'data' in the 'experiments'" " directory. (We're going to put a lot of data there, so we don't make it automatically - " "thus giving you the opportunity to make it a symlink rather than a normal directory, so " "that the data can be stored elsewhere if you wish.)") base_loc = base_base_loc + '/SpeechCommands' loc = base_loc + '/speech_commands.tar.gz' if os.path.exists(loc): return if not os.path.exists(base_loc): os.mkdir(base_loc) urllib.request.urlretrieve('http://download.tensorflow.org/data/speech_commands_v0.02.tar.gz', loc) with tarfile.open(loc, 'r') as f: f.extractall(base_loc) ... [2 more functiondefs truncated] ...
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 3
| 0
| 2,387
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\nimport pathlib\nimport sklearn.model_selection\nimport tarfile\nimport torch\nimport torchaudio\nimport urllib.request\n\ndef _split_data(tensor, stratify):\n # 0.7/0.15/0.15 train/val/test split\n (train_tensor, testval_tensor,\n train_stratify, testval_stratify) = sklearn.model_selection.train_test_split(tensor, stratify,\n train_size=0.7,\n random_state=0,\n shuffle=True,\n stratify=stratify)\n\n val_tensor, test_tensor = sklearn.model_selection.train_test_split(testval_tensor,\n train_size=0.5,\n random_state=1,\n shuffle=True,\n stratify=testval_stratify)\n return train_tensor, val_tensor, test_tensor\n\n\ndef _save_data(dir, **tensors):\n for tensor_name, tensor_value in tensors.items():\n torch.save(tensor_value, str(dir / tensor_name) + '.pt')\n\n\ndef download():"}, {"role": "assistant", "content": "\n base_base_loc = str(here / '../experiments/data')\n if not os.path.exists(base_base_loc):\n raise RuntimeError(\"data directory does not exist. Please create a directory called 'data' in the 'experiments'\"\n \" directory. (We're going to put a lot of data there, so we don't make it automatically - \"\n \"thus giving you the opportunity to make it a symlink rather than a normal directory, so \"\n \"that the data can be stored elsewhere if you wish.)\")\n base_loc = base_base_loc + '/SpeechCommands'\n loc = base_loc + '/speech_commands.tar.gz'\n if os.path.exists(loc):\n return\n if not os.path.exists(base_loc):\n os.mkdir(base_loc)\n urllib.request.urlretrieve('http://download.tensorflow.org/data/speech_commands_v0.02.tar.gz',\n loc)\n\n with tarfile.open(loc, 'r') as f:\n f.extractall(base_loc)\n\n\n\n ... [2 more functiondefs truncated] ..."}]
| false
| null | null | null |
e0063a8b35dfc827fe158a159fe5d8b8ab703065
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from datetime import datetime from typing import List from flask import Blueprint, jsonify, request, json from app.models.products import Product, Category, products_categories from app import db def create_or_get_categories(p: dict) -> List[Category]: """ Func to get existing categories objects or create new otherwise :param p: payload of request :return: list of categories """ recevied_categories: List[Category] = [Category(name=cat) for cat in p['categories']] categories = [] for cat in recevied_categories: exists = db.session.query(db.exists().where(Category.name == cat.name)).all()[0][0] if exists: existing_category = Category.query.filter(Category.name == cat.name).all()[0] categories.append(existing_category) else: categories.append(cat) return categories @products_blueprint.route('/products', methods=['GET']) def get_products(): # Complete this line 'results': [p.serialized for p in Product.query.all()] }) @products_blueprint.route('/create_product', methods=['POST']) def create_product(): data = request.get_data().decode('utf-8') payload = json.loads(data) datetime_format = '%Y-%m-%d %H:%M:%S' if len(payload['categories']) < 1 or len(payload['categories']) > 5: return '{"status": "error", "msg": "categories number must be between 1 and 5"}', 400 categories = create_or_get_categories(payload) try: new_prod = Product(name=payload['name'], rating=float(payload['rating']), featured=bool(payload['featured'] if 'featured' in payload.keys() else None), expiration_date=(datetime.strptime(payload['expiration_date'], datetime_format) if ('expiration_date' in payload.keys()) else None), brand_id=int(payload['brand_id']), items_in_stock=int(payload['items_in_stock']), receipt_date=(datetime.strptime(payload['receipt_date'], datetime_format) if ('receipt_date' in payload.keys()) else None)) except TypeError as e: return '{"status": "error", "msg": "TypeError occured: check values of fields"}' except KeyError as e: return '{"status": "error", "msg": "field %s have not been found, but is required"}' % str(e), 400 if new_prod.rating > 8.0: new_prod.featured = True [cat.products.append(new_prod) for cat in categories] [db.session.add(cat) for cat in categories] db.session.commit() return jsonify({"status": "ok", "msg": "product received"}) @products_blueprint.route('/update_product', methods=['PUT']) ... [2 more functiondefs truncated] ...
|
The missing line is: return jsonify({
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 0
| 2,907
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom datetime import datetime\r\nfrom typing import List\r\n\r\nfrom flask import Blueprint, jsonify, request, json\r\n\r\nfrom app.models.products import Product, Category, products_categories\r\nfrom app import db\r\n\r\ndef create_or_get_categories(p: dict) -> List[Category]:\r\n \"\"\"\r\n Func to get existing categories objects or create new otherwise\r\n :param p: payload of request\r\n :return: list of categories\r\n \"\"\"\r\n recevied_categories: List[Category] = [Category(name=cat) for cat in p['categories']]\r\n categories = []\r\n for cat in recevied_categories:\r\n exists = db.session.query(db.exists().where(Category.name == cat.name)).all()[0][0]\r\n if exists:\r\n existing_category = Category.query.filter(Category.name == cat.name).all()[0]\r\n categories.append(existing_category)\r\n else:\r\n categories.append(cat)\r\n return categories\r\n\r\n\r\n@products_blueprint.route('/products', methods=['GET'])\r\ndef get_products():\r\n # Complete this line\n 'results': [p.serialized for p in Product.query.all()]\r\n })\r\n\r\n\r\n@products_blueprint.route('/create_product', methods=['POST'])\r\ndef create_product():\r\n data = request.get_data().decode('utf-8')\r\n payload = json.loads(data)\r\n datetime_format = '%Y-%m-%d %H:%M:%S'\r\n\r\n if len(payload['categories']) < 1 or len(payload['categories']) > 5:\r\n return '{\"status\": \"error\", \"msg\": \"categories number must be between 1 and 5\"}', 400\r\n\r\n categories = create_or_get_categories(payload)\r\n\r\n try:\r\n new_prod = Product(name=payload['name'],\r\n rating=float(payload['rating']),\r\n featured=bool(payload['featured'] if 'featured' in payload.keys() else None),\r\n expiration_date=(datetime.strptime(payload['expiration_date'], datetime_format)\r\n if ('expiration_date' in payload.keys()) else None),\r\n brand_id=int(payload['brand_id']),\r\n items_in_stock=int(payload['items_in_stock']),\r\n receipt_date=(datetime.strptime(payload['receipt_date'], datetime_format)\r\n if ('receipt_date' in payload.keys()) else None))\r\n except TypeError as e:\r\n return '{\"status\": \"error\", \"msg\": \"TypeError occured: check values of fields\"}'\r\n except KeyError as e:\r\n return '{\"status\": \"error\", \"msg\": \"field %s have not been found, but is required\"}' % str(e), 400\r\n if new_prod.rating > 8.0:\r\n new_prod.featured = True\r\n [cat.products.append(new_prod) for cat in categories]\r\n [db.session.add(cat) for cat in categories]\r\n db.session.commit()\r\n return jsonify({\"status\": \"ok\", \"msg\": \"product received\"})\r\n\r\n\r\n@products_blueprint.route('/update_product', methods=['PUT'])\r\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n return jsonify({"}]
| false
| null | null | null |
e008ab01b4020e37d916e20d303c66a51a23123e
|
TheStack--python--000.parquet
|
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