prompt
large_stringlengths 34
628k
| completion
large_stringlengths 0
24.1k
| difficulty
large_stringclasses 3
values | topic
large_stringclasses 8
values | variant
large_stringclasses 11
values | language
large_stringclasses 1
value | num_functions
int64 0
100
| num_classes
int64 0
72
| code_length
int64 0
629k
| has_imports
bool 2
classes | messages
large_stringlengths 144
630k
| has_error
bool 2
classes | error_category
large_stringclasses 2
values | error_type
large_stringclasses 17
values | severity
large_stringclasses 5
values | original_id
large_stringlengths 40
40
| source_file
large_stringclasses 11
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Review this Pythoncode:Python code: import multiprocessing from typing import List, Optional import numpy as np from ..util import dill_for_apply class ImageSequenceWriter: def __init__(self, pattern, writer, *, max_index=None): if type(pattern) is not str: raise ValueError("Pattern must be string") if pattern.format(1, index="1") == pattern.format(2, index="2"): raise ValueError("Pattern must use {} or {index}") self._pattern = pattern self._writer = writer self._max_index = max_index self._index = 1 @property def next_filename(self): index = str(self._index) if self._max_index: index = "{:0{}d}".format(self._index, len(str(self._max_index))) return self._pattern.format(self._index, index=index) def _save(self, filename: str, image: np.ndarray): self._writer(filename, image) def save(self, image: np.ndarray): self._save(self.next_filename, image) self._index += 1 def finish(self): pass class MultiprocessingImageSequenceWriter(ImageSequenceWriter): """Image sequence writer that uses multiprocessing to save several images in parallel. This falls apart for large objects, as multiprocessing pickles them and pipes them into the subprocesses. """ def __init__(self, *args, max_workers=None, max_waiting=None, **kwargs): super().__init__(*args, **kwargs) if max_workers is None: max_workers = multiprocessing.cpu_count() - 1 ctx = multiprocessing.get_context("spawn") self._pool = ctx.Pool(max_workers) if max_waiting is not None: # Semaphore's value is number of slots available for tasks to wait in self._sem = ctx.Semaphore( max_waiting ) # type: Optional[multiprocessing.synchronize.Semaphore] else: self._sem = None self._results = [] # type: List[multiprocessing.pool.AsyncResult] def __del__(self): self.terminate() def _save(self, filename: str, image: np.ndarray): # Limit number of waiting tasks if self._sem: self._sem.acquire() def callback(v): assert self._sem is not None self._sem.release() else: callback = None # type: ignore args = (self._writer, (filename, image)) if dill_for_apply: # Use dill instead of pickle, and make sure writer returns the filename _writer = self._writer # Exclude self from capture to avoid dilling _pool args = dill_for_apply(lambda f, i: _writer(f, i) or f, filename, image) result = self._pool.apply_async( *args, callback=callback, error_callback=callback, ) self._results.append(result) def terminate(self): self._pool.terminate() self._pool.join() ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 39 Invalid syntax at line 90: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 13 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 21 Unexpected indentation at line 23 Unexpected indentation at line 25 Unexpected indentation at line 32 Unexpected indentation at line 40 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 59 Unexpected indentation at line 66 Unexpected indentation at line 71 Unexpected indentation at line 75 Unexpected indentation at line 76 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 87 ✨ Improvements: Complete the expression on the last line Add closing quote at line 39 Review syntax near the error location
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 10
| 2
| 2,979
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport multiprocessing\nfrom typing import List, Optional\n\nimport numpy as np\n\nfrom ..util import dill_for_apply\n\n\nclass ImageSequenceWriter:\n def __init__(self, pattern, writer, *, max_index=None):\n if type(pattern) is not str:\n raise ValueError(\"Pattern must be string\")\n if pattern.format(1, index=\"1\") == pattern.format(2, index=\"2\"):\n raise ValueError(\"Pattern must use {} or {index}\")\n self._pattern = pattern\n self._writer = writer\n self._max_index = max_index\n self._index = 1\n\n @property\n def next_filename(self):\n index = str(self._index)\n if self._max_index:\n index = \"{:0{}d}\".format(self._index, len(str(self._max_index)))\n return self._pattern.format(self._index, index=index)\n\n def _save(self, filename: str, image: np.ndarray):\n self._writer(filename, image)\n\n def save(self, image: np.ndarray):\n self._save(self.next_filename, image)\n self._index += 1\n\n def finish(self):\n pass\n\n\nclass MultiprocessingImageSequenceWriter(ImageSequenceWriter):\n \"\"\"Image sequence writer that uses multiprocessing to save several images in\n parallel.\n\n This falls apart for large objects, as multiprocessing pickles them and pipes them\n into the subprocesses.\n \"\"\"\n\n def __init__(self, *args, max_workers=None, max_waiting=None, **kwargs):\n super().__init__(*args, **kwargs)\n if max_workers is None:\n max_workers = multiprocessing.cpu_count() - 1\n ctx = multiprocessing.get_context(\"spawn\")\n self._pool = ctx.Pool(max_workers)\n if max_waiting is not None:\n # Semaphore's value is number of slots available for tasks to wait in\n self._sem = ctx.Semaphore(\n max_waiting\n ) # type: Optional[multiprocessing.synchronize.Semaphore]\n else:\n self._sem = None\n self._results = [] # type: List[multiprocessing.pool.AsyncResult]\n\n def __del__(self):\n self.terminate()\n\n def _save(self, filename: str, image: np.ndarray):\n # Limit number of waiting tasks\n if self._sem:\n self._sem.acquire()\n\n def callback(v):\n assert self._sem is not None\n self._sem.release()\n\n else:\n callback = None # type: ignore\n args = (self._writer, (filename, image))\n if dill_for_apply:\n # Use dill instead of pickle, and make sure writer returns the filename\n _writer = self._writer # Exclude self from capture to avoid dilling _pool\n args = dill_for_apply(lambda f, i: _writer(f, i) or f, filename, image)\n result = self._pool.apply_async(\n *args, callback=callback, error_callback=callback,\n )\n self._results.append(result)\n\n def terminate(self):\n self._pool.terminate()\n self._pool.join()\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 39\n Invalid syntax at line 90: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 13\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 21\n Unexpected indentation at line 23\n Unexpected indentation at line 25\n Unexpected indentation at line 32\n Unexpected indentation at line 40\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 59\n Unexpected indentation at line 66\n Unexpected indentation at line 71\n Unexpected indentation at line 75\n Unexpected indentation at line 76\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 87\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 39\n Review syntax near the error location"}]
| false
| null | null | null |
5d0d63268d357d52fa0b7327baa9d61702e3b1cd
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # 377 Combination Sum IV # Given an integer array with all positive numbers and no duplicates, # find the number of possible combinations that add up to a positive integer target. # # Example: # # nums = [1, 2, 3] # target = 4 # # The possible combination ways are: # (1, 1, 1, 1) # (1, 1, 2) # (1, 2, 1) # (1, 3) # (2, 1, 1) # (2, 2) # (3, 1) # # Note that different sequences are counted as different combinations. # # Therefore the output is 7. # # Follow up: # What if negative numbers are allowed in the given array? # How does it change the problem? # What limitation we need to add to the question to allow negative numbers? class Solution: def combinationSum4(self, nums, target): """ :type nums: List[int] :type target: int :rtype: int """ nums.sort() res = [0] * (target + 1) for i in range(1, len(res)): for num in nums: if num > i: break elif num == i: res[i] += 1 else: res[i] += res[i-num] return res[target] # https://www.hrwhisper.me/leetcode-combination-sum-iv/ # dp[i] += dp[i-num] def combinationSum4(self, nums, target): dp = [1] + [0] * target for i in range(1, target+1): for num in nums: if i >= num: dp[i] += dp[i-num] return dp[target] print(Solution().combinationSum4([1, 2, 3], 4))
|
Code Review: ❌ Critical issues: Unterminated string literal at line 31 Block at line 6 has no indented body Block at line 11 has no indented body Block at line 24 has no indented body ⚠️ Code quality: 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 44 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 53 Unexpected indentation at line 57 ✨ Improvements: Add closing quote at line 31 Add docstring to class 'Solution' Remove debug print() at line 59 before production
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 2
| 1
| 1,495
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# 377 Combination Sum IV\n\n# Given an integer array with all positive numbers and no duplicates,\n# find the number of possible combinations that add up to a positive integer target.\n#\n# Example:\n#\n# nums = [1, 2, 3]\n# target = 4\n#\n# The possible combination ways are:\n# (1, 1, 1, 1)\n# (1, 1, 2)\n# (1, 2, 1)\n# (1, 3)\n# (2, 1, 1)\n# (2, 2)\n# (3, 1)\n#\n# Note that different sequences are counted as different combinations.\n#\n# Therefore the output is 7.\n#\n# Follow up:\n# What if negative numbers are allowed in the given array?\n# How does it change the problem?\n# What limitation we need to add to the question to allow negative numbers?\n\nclass Solution:\n def combinationSum4(self, nums, target):\n \"\"\"\n :type nums: List[int]\n :type target: int\n :rtype: int\n \"\"\"\n nums.sort()\n res = [0] * (target + 1)\n for i in range(1, len(res)):\n for num in nums:\n if num > i:\n break\n elif num == i:\n res[i] += 1\n else:\n res[i] += res[i-num]\n\n return res[target]\n\n # https://www.hrwhisper.me/leetcode-combination-sum-iv/\n # dp[i] += dp[i-num]\n def combinationSum4(self, nums, target):\n dp = [1] + [0] * target\n for i in range(1, target+1):\n for num in nums:\n if i >= num:\n dp[i] += dp[i-num]\n return dp[target]\n\nprint(Solution().combinationSum4([1, 2, 3], 4))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 31\n Block at line 6 has no indented body\n Block at line 11 has no indented body\n Block at line 24 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 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 44\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 53\n Unexpected indentation at line 57\n\n\u2728 Improvements:\n Add closing quote at line 31\n Add docstring to class 'Solution'\n Remove debug print() at line 59 before production"}]
| false
| null | null | null |
5d0f2e44cd4703366dc6065304ee5f71411d41c4
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from conans import ConanFile, CMake, tools import os class NvidiatexturetoolsConan(ConanFile): name = "nvidia-texture-tools" version = "662d223626185f7c6c7e0d822a4796a691acc05a" license = "MIT" author = "koeleck" url = "<Package recipe repository url here, for issues about the package>" description = "The NVIDIA Texture Tools is a collection of image processing and texture manipulation tools, designed to be integrated in game tools and asset processing pipelines." settings = "os", "compiler", "build_type", "arch" source_subfolder = "nvtt" no_copy_source = True options = {"shared": [True, False], "fPIC": [True, False], "use_OpenMP": [True, False] } default_options = "shared=False", "fPIC=True", "use_OpenMP=True" generators = "cmake" def config_options(self): if self.settings.os == "Windows": del self.options.fPIC def source(self): url = "https://github.com/castano/nvidia-texture-tools/archive/{}.zip".format(self.version) tools.get(url) os.rename('nvidia-texture-tools-{}'.format(self.version), self.source_subfolder) tools.replace_in_file(os.path.join(self.source_subfolder, "CMakeLists.txt" ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: '''PROJECT(NV) include(${CMAKE_BINARY_DIR}/conanbuildinfo.cmake) conan_basic_setup()''') def build(self):
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 1,249
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom conans import ConanFile, CMake, tools\nimport os\n\nclass NvidiatexturetoolsConan(ConanFile):\n name = \"nvidia-texture-tools\"\n version = \"662d223626185f7c6c7e0d822a4796a691acc05a\"\n license = \"MIT\"\n author = \"koeleck\"\n url = \"<Package recipe repository url here, for issues about the package>\"\n description = \"The NVIDIA Texture Tools is a collection of image processing and texture manipulation tools, designed to be integrated in game tools and asset processing pipelines.\"\n settings = \"os\", \"compiler\", \"build_type\", \"arch\"\n source_subfolder = \"nvtt\"\n no_copy_source = True\n options = {\"shared\": [True, False],\n \"fPIC\": [True, False],\n \"use_OpenMP\": [True, False]\n }\n default_options = \"shared=False\", \"fPIC=True\", \"use_OpenMP=True\"\n generators = \"cmake\"\n\n def config_options(self):\n if self.settings.os == \"Windows\":\n del self.options.fPIC\n\n def source(self):\n url = \"https://github.com/castano/nvidia-texture-tools/archive/{}.zip\".format(self.version)\n tools.get(url)\n os.rename('nvidia-texture-tools-{}'.format(self.version), self.source_subfolder)\n tools.replace_in_file(os.path.join(self.source_subfolder, \"CMakeLists.txt\"\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n '''PROJECT(NV)\ninclude(${CMAKE_BINARY_DIR}/conanbuildinfo.cmake)\nconan_basic_setup()''')\n\n def build(self):"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d102888dd921effe96e5fc388b2a1b8ea50b383
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python3 """ train_args.py train_args.py command-line args. Error: SyntaxError: unterminated string literal
|
Fixed Code: #!/usr/bin/env python3 """ train_args.py train_args.py command-line args. """ import argparse def get_args(): """ Explanation: Close the string literal with matching quote
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 74
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python3\n\"\"\" train_args.py\ntrain_args.py command-line args.\n\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python3\n\"\"\" train_args.py\ntrain_args.py command-line args.\n\"\"\"\n\nimport argparse\n\ndef get_args():\n \"\"\"\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
5d105ccb37935c70d4da4645c5743044452805b9
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from django.http import HttpResponseRedirect from django.conf import settings from django.views.generic import TemplateView from apps.payment.models import PaymentLog from apps.payment.stripe import get_token, get_payment_charge from apps.subscription.views import start_subscription class ChargeView(TemplateView): template_name = 'payment/charge.html' def get_context_data(self, **kwargs): context = super().get_context_data(**kwargs) context['stripe_public_key'] = settings.STRIPE_PUBLISHABLE_KEY context['amount'] = 100 context['currency'] = 'tl' return context def post(self, request): name = request.POST.get('name') card_number = request.POST.get('cardnumber') exp_month = int(request.POST.get('exp-date').split('/')[0]) exp_year = int(request.POST.get('exp-date').split('/')[1]) cvc = request.POST.get('cvc') card = { "name": name, "number": card_number, "exp_month": exp_month, "exp_year": exp_year, "cvc": cvc } token = get_token(card) charge = get_payment_charge(amount=100, currency="usd", description="test", token=token.stripe_id) if charge.paid: log_payment(user=request.user, data=charge) start_subscription(request.user) return HttpResponseRedirect('/') def log_payment(user, data): PaymentLog.objects.create(user=user, data=data)
|
Functions: get_context_data, post, log_payment Classes: ChargeView This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 3
| 1
| 1,483
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom django.http import HttpResponseRedirect\nfrom django.conf import settings\nfrom django.views.generic import TemplateView\n\nfrom apps.payment.models import PaymentLog\nfrom apps.payment.stripe import get_token, get_payment_charge\nfrom apps.subscription.views import start_subscription\n\n\nclass ChargeView(TemplateView):\n template_name = 'payment/charge.html'\n\n def get_context_data(self, **kwargs):\n context = super().get_context_data(**kwargs)\n context['stripe_public_key'] = settings.STRIPE_PUBLISHABLE_KEY\n context['amount'] = 100\n context['currency'] = 'tl'\n return context\n\n def post(self, request):\n name = request.POST.get('name')\n card_number = request.POST.get('cardnumber')\n exp_month = int(request.POST.get('exp-date').split('/')[0])\n exp_year = int(request.POST.get('exp-date').split('/')[1])\n cvc = request.POST.get('cvc')\n card = {\n \"name\": name,\n \"number\": card_number,\n \"exp_month\": exp_month,\n \"exp_year\": exp_year,\n \"cvc\": cvc\n }\n token = get_token(card)\n charge = get_payment_charge(amount=100, currency=\"usd\", description=\"test\", token=token.stripe_id)\n if charge.paid:\n log_payment(user=request.user, data=charge)\n start_subscription(request.user)\n return HttpResponseRedirect('/')\n\n\ndef log_payment(user, data):\n PaymentLog.objects.create(user=user, data=data)"}, {"role": "assistant", "content": " Functions: get_context_data, post, log_payment\n Classes: ChargeView\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d12933f8b3900ae610ac625eadbf5cf407b20ba
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from django.apps import AppConfig class UsersConfig(AppConfig): name = 'users' # below piece of code is needed for automatic profile creation for user def ready(self): import users.signals
|
Functions: ready Classes: UsersConfig This code demonstrates Pythoncode:Python programming.
|
intermediate
|
oop
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 211
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom django.apps import AppConfig\n\nclass UsersConfig(AppConfig):\n name = 'users'\n\n # below piece of code is needed for automatic profile creation for user\n def ready(self):\n import users.signals"}, {"role": "assistant", "content": " Functions: ready\n Classes: UsersConfig\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d12b1edae2081b00e12d5653d2750d5567eb062
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- """Console script for secure_data_store.""" import click from . import secure_data_store as sds CONFIG='~/.sdsrc' @click.group() def main(): """Wrapper for GoCryptFS""" @main.command() @click.argument('name') @click.option('--config', help='Path to config file', default='~/.sdsrc') def create(name, config=None): """Create a new secure data container NAME.""" try: config = sds.read_config(config) sds.create(config, name) except (sds.ContainerError, sds.GCFSError, FileExistsError, sds.ConfigError) as err: print(err) @main.command() @click.argument('name') @click.option('--config', help='Path to config file', default='~/.sdsrc') def open(name, config=None): """Open an existing secure data container NAME. # Complete this line Will print path to the opened, clear-text container.""" try: config = sds.read_config(config) sds.mount(config, name) except (sds.ContainerError, sds.GCFSError, sds.ConfigError, sds.MountError) as err: print(err) @main.command() @click.argument('name') @click.option('--config', help='Path to config file', default='~/.sdsrc') def close(name, config=None): """Close an opend data container NAME.""" try: config = sds.read_config(config) sds.unmount(config, name) except (sds.ContainerError, sds.GCFSError, sds.ConfigError) as err: print(err) main()
|
The missing line is:
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 0
| 1,407
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"Console script for secure_data_store.\"\"\"\nimport click\nfrom . import secure_data_store as sds\n\nCONFIG='~/.sdsrc'\n\n@click.group()\ndef main():\n \"\"\"Wrapper for GoCryptFS\"\"\"\n\n@main.command()\n@click.argument('name')\n@click.option('--config', help='Path to config file', default='~/.sdsrc')\ndef create(name, config=None):\n \"\"\"Create a new secure data container NAME.\"\"\"\n try:\n config = sds.read_config(config)\n sds.create(config, name)\n except (sds.ContainerError, sds.GCFSError, FileExistsError, sds.ConfigError) as err:\n print(err)\n\n@main.command()\n@click.argument('name')\n@click.option('--config', help='Path to config file', default='~/.sdsrc')\ndef open(name, config=None):\n \"\"\"Open an existing secure data container NAME.\n # Complete this line\n Will print path to the opened, clear-text container.\"\"\"\n try:\n config = sds.read_config(config)\n sds.mount(config, name)\n except (sds.ContainerError, sds.GCFSError, sds.ConfigError, sds.MountError) as err:\n print(err)\n\n@main.command()\n@click.argument('name')\n@click.option('--config', help='Path to config file', default='~/.sdsrc')\ndef close(name, config=None):\n \"\"\"Close an opend data container NAME.\"\"\"\n try:\n config = sds.read_config(config)\n sds.unmount(config, name)\n except (sds.ContainerError, sds.GCFSError, sds.ConfigError) as err:\n print(err)\n\nmain()"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
5d12e645166a3997ff332b7bb734f77bb3785c93
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python # # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ # # Michael A.G. Aivazis # California Institute of Technology # (C) 1998-2003 All Rights Reserved # # <LicenseText> # # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ # from Drawable import Drawable def nodeAttributes(): """return a list of valid attributes for Node""" return Node._validAttributes.keys() class Node(Drawable): def id(self): return self._id def __init__(self, id): Drawable.__init__(self) self._id = id return _validAttributes = { "color" : None, "fontcolor" : None, "fontname" : None, "fontsize" : None, "height" : None, "label" : None, "layer" : None, "shape" : None, "shapefile" : None, "style" : None, "width" : None } # version __id__ = "$Id$" # # End of file
|
Code Review: ❌ Critical issues: Block at line 22 has no indented body ⚠️ Code quality: Unexpected indentation at line 19 Unexpected indentation at line 30 Unexpected indentation at line 31 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 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 ✨ Improvements: Add docstring to class 'Node'
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 3
| 1
| 1,052
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n#\n# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n#\n# Michael A.G. Aivazis\n# California Institute of Technology\n# (C) 1998-2003 All Rights Reserved\n#\n# <LicenseText>\n#\n# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n#\n\nfrom Drawable import Drawable\n\n\ndef nodeAttributes():\n \"\"\"return a list of valid attributes for Node\"\"\"\n return Node._validAttributes.keys()\n\n\nclass Node(Drawable):\n\n\n def id(self): return self._id\n\n\n def __init__(self, id):\n Drawable.__init__(self)\n self._id = id\n return\n\n\n _validAttributes = {\n \"color\" : None,\n \"fontcolor\" : None,\n \"fontname\" : None,\n \"fontsize\" : None,\n \"height\" : None,\n \"label\" : None,\n \"layer\" : None,\n \"shape\" : None,\n \"shapefile\" : None,\n \"style\" : None,\n \"width\" : None\n }\n\n# version\n__id__ = \"$Id$\"\n\n#\n# End of file"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 22 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 19\n Unexpected indentation at line 30\n Unexpected indentation at line 31\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 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n\n\u2728 Improvements:\n Add docstring to class 'Node'"}]
| false
| null | null | null |
5d13dcd7f99f525058d1ada523c294f362a0d8b9
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # 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. import os import pprint import random import wx from cairis.core.armid import * from cairis.core.Borg import Borg import matplotlib def riskColourCode(riskScore): if (riskScore <= 1): return '#fef2ec' elif (riskScore == 2): return '#fcd9c8' elif (riskScore == 3): return '#f7ac91' elif (riskScore == 4): return '#f67e61' elif (riskScore == 5): return '#f2543d' elif (riskScore == 6): return '#e42626' elif (riskScore == 7): return '#b9051a' elif (riskScore == 8): return '#900014' else: return '#52000D' class RiskScatterPanel(wx.Panel): def __init__(self,parent): wx.Panel.__init__(self,parent,RISKSCATTER_ID) b = Borg() self.dbProxy = b.dbProxy self.dpi = 100 self.fig = Figure((5.0, 4.0), dpi=self.dpi) self.canvas = FigCanvas(self, -1, self.fig) self.axes = self.fig.add_subplot(111,xlabel='Severity',ylabel='Likelihood',autoscale_on=False) self.axes.set_xticklabels(['Marginal','Critical','Catastrophic']) self.axes.set_yticks([0,1,2,3,4,5]) self.toolbar = NavigationToolbar(self.canvas) envs = self.dbProxy.getDimensionNames('environment') self.envCombo = wx.ComboBox(self,RISKSCATTER_COMBOENVIRONMENT_ID,envs[0],choices=envs,size=(300,-1),style=wx.CB_DROPDOWN) self.envCombo.Bind(wx.EVT_COMBOBOX,self.onEnvironmentChange) self.vbox = wx.BoxSizer(wx.VERTICAL) self.vbox.Add(self.toolbar, 0, wx.EXPAND) self.vbox.Add(self.envCombo,0, wx.EXPAND) self.vbox.Add(self.canvas, 1, wx.LEFT | wx.TOP | wx.GROW) self.SetSizer(self.vbox) self.vbox.Fit(self) self.drawScatter(envs[0]) def drawScatter(self,envName): self.axes.clear() self.axes.grid(True) self.axes.set_xlabel('Severity') self.axes.set_ylabel('Likelihood') self.axes.set_xbound(0,4) self.axes.set_ybound(0,5) xs,ys,cs = self.dbProxy.riskScatter(envName) ccs = [] for c in cs: ccs.append(riskColourCode(c)) if ((len(xs) > 0) and (len(ys) > 0)): self.axes.scatter(xs,ys,c=ccs,marker='d') self.canvas.draw() ... [2 more functiondefs truncated] ...
|
Functions: riskColourCode, __init__, drawScatter Classes: RiskScatterPanel This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 3
| 1
| 2,928
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Licensed to the Apache Software Foundation (ASF) under one\n# or more contributor license agreements. See the NOTICE file\n# distributed with this work for additional information\n# regarding copyright ownership. The ASF licenses this file\n# to you under the Apache License, Version 2.0 (the\n# \"License\"); you may not use this file except in compliance\n# with the License. You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing,\n# software distributed under the License is distributed on an\n# \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n# KIND, either express or implied. See the License for the\n# specific language governing permissions and limitations\n# under the License.\n\n\nimport os\nimport pprint\nimport random\nimport wx\nfrom cairis.core.armid import *\nfrom cairis.core.Borg import Borg\n\nimport matplotlib\ndef riskColourCode(riskScore):\n if (riskScore <= 1):\n return '#fef2ec'\n elif (riskScore == 2):\n return '#fcd9c8'\n elif (riskScore == 3):\n return '#f7ac91'\n elif (riskScore == 4):\n return '#f67e61'\n elif (riskScore == 5):\n return '#f2543d'\n elif (riskScore == 6):\n return '#e42626'\n elif (riskScore == 7):\n return '#b9051a'\n elif (riskScore == 8):\n return '#900014'\n else:\n return '#52000D'\n\nclass RiskScatterPanel(wx.Panel):\n def __init__(self,parent):\n wx.Panel.__init__(self,parent,RISKSCATTER_ID)\n b = Borg()\n self.dbProxy = b.dbProxy\n self.dpi = 100\n self.fig = Figure((5.0, 4.0), dpi=self.dpi)\n self.canvas = FigCanvas(self, -1, self.fig)\n self.axes = self.fig.add_subplot(111,xlabel='Severity',ylabel='Likelihood',autoscale_on=False)\n self.axes.set_xticklabels(['Marginal','Critical','Catastrophic'])\n self.axes.set_yticks([0,1,2,3,4,5])\n self.toolbar = NavigationToolbar(self.canvas)\n\n envs = self.dbProxy.getDimensionNames('environment')\n self.envCombo = wx.ComboBox(self,RISKSCATTER_COMBOENVIRONMENT_ID,envs[0],choices=envs,size=(300,-1),style=wx.CB_DROPDOWN)\n self.envCombo.Bind(wx.EVT_COMBOBOX,self.onEnvironmentChange)\n \n self.vbox = wx.BoxSizer(wx.VERTICAL)\n self.vbox.Add(self.toolbar, 0, wx.EXPAND)\n self.vbox.Add(self.envCombo,0, wx.EXPAND)\n self.vbox.Add(self.canvas, 1, wx.LEFT | wx.TOP | wx.GROW)\n self.SetSizer(self.vbox)\n self.vbox.Fit(self)\n self.drawScatter(envs[0])\n \n def drawScatter(self,envName):\n self.axes.clear() \n self.axes.grid(True)\n self.axes.set_xlabel('Severity')\n self.axes.set_ylabel('Likelihood')\n self.axes.set_xbound(0,4)\n self.axes.set_ybound(0,5)\n xs,ys,cs = self.dbProxy.riskScatter(envName)\n ccs = []\n for c in cs:\n ccs.append(riskColourCode(c))\n\n if ((len(xs) > 0) and (len(ys) > 0)):\n self.axes.scatter(xs,ys,c=ccs,marker='d')\n self.canvas.draw()\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: riskColourCode, __init__, drawScatter\n Classes: RiskScatterPanel\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d13e82b9800d2ed9d73368f30bea490d35c562b
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # coding=utf-8 # *** WARNING: this file was generated by the Pulumi Terraform Bridge (tfgen) Tool. *** # *** Do not edit by hand unless you're certain you know what you are doing! *** import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities class GetRegistryResult: """ A collection of values returned by getRegistry. """ def __init__(__self__, admin_enabled=None, admin_password=None, admin_username=None, id=None, location=None, login_server=None, name=None, resource_group_name=None, sku=None, storage_account_id=None, tags=None): if admin_enabled and not isinstance(admin_enabled, bool): raise TypeError("Expected argument 'admin_enabled' to be a bool") pulumi.set(__self__, "admin_enabled", admin_enabled) if admin_password and not isinstance(admin_password, str): raise TypeError("Expected argument 'admin_password' to be a str") pulumi.set(__self__, "admin_password", admin_password) if admin_username and not isinstance(admin_username, str): raise TypeError("Expected argument 'admin_username' to be a str") pulumi.set(__self__, "admin_username", admin_username) if id and not isinstance(id, str): raise TypeError("Expected argument 'id' to be a str") pulumi.set(__self__, "id", id) if location and not isinstance(location, str): # Complete this line pulumi.set(__self__, "location", location) if login_server and not isinstance(login_server, str): raise TypeError("Expected argument 'login_server' to be a str") pulumi.set(__self__, "login_server", login_server) if name and not isinstance(name, str): raise TypeError("Expected argument 'name' to be a str") pulumi.set(__self__, "name", name) if resource_group_name and not isinstance(resource_group_name, str): raise TypeError("Expected argument 'resource_group_name' to be a str") pulumi.set(__self__, "resource_group_name", resource_group_name) if sku and not isinstance(sku, str): raise TypeError("Expected argument 'sku' to be a str") pulumi.set(__self__, "sku", sku) if storage_account_id and not isinstance(storage_account_id, str): raise TypeError("Expected argument 'storage_account_id' to be a str") pulumi.set(__self__, "storage_account_id", storage_account_id) if tags and not isinstance(tags, dict): raise TypeError("Expected argument 'tags' to be a dict") pulumi.set(__self__, "tags", tags) @property @pulumi.getter(name="adminEnabled") ... [14 more functiondefs truncated] ...
|
The missing line is: raise TypeError("Expected argument 'location' to be a str")
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 2,822
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# coding=utf-8\n# *** WARNING: this file was generated by the Pulumi Terraform Bridge (tfgen) Tool. ***\n# *** Do not edit by hand unless you're certain you know what you are doing! ***\n\nimport warnings\nimport pulumi\nimport pulumi.runtime\nfrom typing import Any, Mapping, Optional, Sequence, Union, overload\nfrom .. import _utilities\n\nclass GetRegistryResult:\n \"\"\"\n A collection of values returned by getRegistry.\n \"\"\"\n def __init__(__self__, admin_enabled=None, admin_password=None, admin_username=None, id=None, location=None, login_server=None, name=None, resource_group_name=None, sku=None, storage_account_id=None, tags=None):\n if admin_enabled and not isinstance(admin_enabled, bool):\n raise TypeError(\"Expected argument 'admin_enabled' to be a bool\")\n pulumi.set(__self__, \"admin_enabled\", admin_enabled)\n if admin_password and not isinstance(admin_password, str):\n raise TypeError(\"Expected argument 'admin_password' to be a str\")\n pulumi.set(__self__, \"admin_password\", admin_password)\n if admin_username and not isinstance(admin_username, str):\n raise TypeError(\"Expected argument 'admin_username' to be a str\")\n pulumi.set(__self__, \"admin_username\", admin_username)\n if id and not isinstance(id, str):\n raise TypeError(\"Expected argument 'id' to be a str\")\n pulumi.set(__self__, \"id\", id)\n if location and not isinstance(location, str):\n # Complete this line\n pulumi.set(__self__, \"location\", location)\n if login_server and not isinstance(login_server, str):\n raise TypeError(\"Expected argument 'login_server' to be a str\")\n pulumi.set(__self__, \"login_server\", login_server)\n if name and not isinstance(name, str):\n raise TypeError(\"Expected argument 'name' to be a str\")\n pulumi.set(__self__, \"name\", name)\n if resource_group_name and not isinstance(resource_group_name, str):\n raise TypeError(\"Expected argument 'resource_group_name' to be a str\")\n pulumi.set(__self__, \"resource_group_name\", resource_group_name)\n if sku and not isinstance(sku, str):\n raise TypeError(\"Expected argument 'sku' to be a str\")\n pulumi.set(__self__, \"sku\", sku)\n if storage_account_id and not isinstance(storage_account_id, str):\n raise TypeError(\"Expected argument 'storage_account_id' to be a str\")\n pulumi.set(__self__, \"storage_account_id\", storage_account_id)\n if tags and not isinstance(tags, dict):\n raise TypeError(\"Expected argument 'tags' to be a dict\")\n pulumi.set(__self__, \"tags\", tags)\n\n @property\n @pulumi.getter(name=\"adminEnabled\")\n\n ... [14 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n raise TypeError(\"Expected argument 'location' to be a str\")"}]
| false
| null | null | null |
5d147935a791e2ef09a425d200ac60697365562a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # Copyright 2008 Orbitz WorldWide # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # # # This module is an implementation of the Whisper database API # Here is the basic layout of a whisper data file # # File = Header,Data # Header = Metadata,ArchiveInfo+ # Metadata = lastUpdate,maxRetention,xFilesFactor,archiveCount # ArchiveInfo = Offset,SecondsPerPoint,Points # Data = Archive+ # Archive = Point+ # Point = timestamp,value def exists(path): return os.path.exists(path) def drop(path): os.remove(path) def enableMemcache(servers = ['127.0.0.1:11211'], min_compress_len = 0): from StringIO import StringIO import memcache global open, exists, drop MC = memcache.Client(servers) class open(StringIO): def __init__(self,*args,**kwargs): self.name = args[0] self.mode = args[1] if self.mode = "r+b" or self.mode == "rb": StringIO.__init__(self, MC.get(self.name)) else: StringIO.__init__(self) def close(self): if self.mode == "r+b" or self.mode == "wb": MC.set(self.name, self.getvalue(), min_compress_len = min_compress_len) StringIO.close(self) def exists(path): return MC.get(path) != None def drop(path): MC.delete(path) def enableDebug(): global open, debug, startBlock, endBlock class open(file): def __init__(self,*args,**kwargs): file.__init__(self,*args,**kwargs) self.writeCount = 0 self.readCount = 0 def write(self,data): self.writeCount += 1 debug('WRITE %d bytes #%d' % (len(data),self.writeCount)) return file.write(self,data) def read(self,bytes): self.readCount += 1 debug('READ %d bytes #%d' % (bytes,self.readCount)) return file.read(self,bytes) def debug(message): print('DEBUG :: %s' % message) __timingBlocks = {} def startBlock(name): __timingBlocks[name] = time.time() def endBlock(name): debug("%s took %.5f seconds" % (name,time.time() - __timingBlocks.pop(name))) ... [9 more functiondefs truncated] ...
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Code truncated in middle of expression - unexpected EOF • SyntaxError: cannot assign to attribute here. Maybe you meant '==' instead of '='? at line 45 Fix: Change operator back to correct one
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 14
| 2
| 2,568
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# Copyright 2008 Orbitz WorldWide\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n#\n# This module is an implementation of the Whisper database API\n# Here is the basic layout of a whisper data file\n#\n# File = Header,Data\n#\tHeader = Metadata,ArchiveInfo+\n#\t\tMetadata = lastUpdate,maxRetention,xFilesFactor,archiveCount\n#\t\tArchiveInfo = Offset,SecondsPerPoint,Points\n#\tData = Archive+\n#\t\tArchive = Point+\n#\t\t\tPoint = timestamp,value\n\ndef exists(path):\n return os.path.exists(path)\n\ndef drop(path):\n os.remove(path)\n\ndef enableMemcache(servers = ['127.0.0.1:11211'], min_compress_len = 0):\n from StringIO import StringIO\n import memcache\n global open, exists, drop\n\n MC = memcache.Client(servers)\n\n class open(StringIO):\n def __init__(self,*args,**kwargs):\n self.name = args[0]\n self.mode = args[1]\n if self.mode = \"r+b\" or self.mode == \"rb\":\n StringIO.__init__(self, MC.get(self.name))\n else:\n StringIO.__init__(self)\n\n def close(self):\n if self.mode == \"r+b\" or self.mode == \"wb\":\n MC.set(self.name, self.getvalue(), min_compress_len = min_compress_len)\n StringIO.close(self)\n \n def exists(path):\n return MC.get(path) != None\n\n def drop(path):\n MC.delete(path)\n\ndef enableDebug():\n global open, debug, startBlock, endBlock\n class open(file):\n def __init__(self,*args,**kwargs):\n file.__init__(self,*args,**kwargs)\n self.writeCount = 0\n self.readCount = 0\n\n def write(self,data):\n self.writeCount += 1\n debug('WRITE %d bytes #%d' % (len(data),self.writeCount))\n return file.write(self,data)\n\n def read(self,bytes):\n self.readCount += 1\n debug('READ %d bytes #%d' % (bytes,self.readCount))\n return file.read(self,bytes)\n\n def debug(message):\n print('DEBUG :: %s' % message)\n\n __timingBlocks = {}\n\n def startBlock(name):\n __timingBlocks[name] = time.time()\n\n def endBlock(name):\n debug(\"%s took %.5f seconds\" % (name,time.time() - __timingBlocks.pop(name)))\n\n\n\n ... [9 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 SyntaxError: cannot assign to attribute here. Maybe you meant '==' instead of '='? at line 45\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
5d14d6320ca92dcf32c70f780204293a845032e6
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from PIL import Image import csv from ast import literal_eval as make_tuple from math import sqrt import argparse import os.path def load_img(image): # load an image as a PIL object ... code continues ...
|
Completion: Missing: Function 'load_img' is incomplete - body truncated To complete: • Complete the function 'load_img' body and add missing return Example continuation: im = Image.open(image).convert('RGBA') return im def color_distance(c_tuple1, c_tuple2):
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 5
| 0
| 187
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom PIL import Image\nimport csv\nfrom ast import literal_eval as make_tuple\nfrom math import sqrt\nimport argparse\nimport os.path\n\n\ndef load_img(image):\n # load an image as a PIL object\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'load_img' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'load_img' body and add missing return\n\n Example continuation:\n im = Image.open(image).convert('RGBA')\n return im\n\n\ndef color_distance(c_tuple1, c_tuple2):"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
5d15eae6d6d420d8166df518e95a6f5df2ba41f1
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Xlib.ext.xinput -- XInput extension module # # Copyright (C) 2012 Outpost Embedded, LLC # Forest Bond <forest.bond@rapidrollout.com> # # This library is free software; you can redistribute it and/or # modify it under the terms of the GNU Lesser General Public License # as published by the Free Software Foundation; either version 2.1 # of the License, or (at your option) any later version. # # This library is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. # See the GNU Lesser General Public License for more details. # # You should have received a copy of the GNU Lesser General Public # License along with this library; if not, write to the # Free Software Foundation, Inc., # 59 Temple Place, # Suite 330, # Boston, MA 02111-1307 USA class FP1616(rq.Int32): def check_value(self, value): return int(value * 65536.0) def parse_value(self, value, display): return float(value) / float(1 << 16) class FP3232(rq.ValueField): structcode = 'lL' structvalues = 2 def check_value(self, value): return value def parse_value(self, value, display): integral, frac = value ret = float(integral) # optimised math.ldexp(float(frac), -32) ret += float(frac) * (1.0 / (1 << 32)) return ret class XIQueryVersion(rq.ReplyRequest): _request = rq.Struct( rq.Card8('opcode'), rq.Opcode(47), rq.RequestLength(), rq.Card16('major_version'), rq.Card16('minor_version'), ) _reply = rq.Struct( rq.ReplyCode(), rq.Pad(1), rq.Card16('sequence_number'), rq.ReplyLength(), rq.Card16('major_version'), rq.Card16('minor_version'), rq.Pad(20), ) def query_version(self): return XIQueryVersion( display=self.display, opcode=self.display.get_extension_major(extname), major_version=2, minor_version=0, ) class Mask(rq.List): def __init__(self, name): rq.List.__init__(self, name, rq.Card32, pad=0) def pack_value(self, val): mask_seq = array.array(rq.struct_to_array_codes['L']) if isinstance(val, integer_types): # We need to build a "binary mask" that (as far as I can tell) is # encoded in native byte order from end to end. The simple case is # with a single unsigned 32-bit value, for which we construct an # array with just one item. For values too big to fit inside 4 # bytes we build a longer array, being careful to maintain native # byte order across the entire set of values. if sys.byteorder == 'little': ... [27 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 7
| 4
| 2,951
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Xlib.ext.xinput -- XInput extension module\r\n#\r\n# Copyright (C) 2012 Outpost Embedded, LLC\r\n# Forest Bond <forest.bond@rapidrollout.com>\r\n#\r\n# This library is free software; you can redistribute it and/or\r\n# modify it under the terms of the GNU Lesser General Public License\r\n# as published by the Free Software Foundation; either version 2.1\r\n# of the License, or (at your option) any later version.\r\n#\r\n# This library is distributed in the hope that it will be useful,\r\n# but WITHOUT ANY WARRANTY; without even the implied warranty of\r\n# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.\r\n# See the GNU Lesser General Public License for more details.\r\n#\r\n# You should have received a copy of the GNU Lesser General Public\r\n# License along with this library; if not, write to the\r\n# Free Software Foundation, Inc.,\r\n# 59 Temple Place,\r\n# Suite 330,\r\n# Boston, MA 02111-1307 USA\r\n\r\nclass FP1616(rq.Int32):\r\n\r\n def check_value(self, value):\r\n return int(value * 65536.0)\r\n\r\n def parse_value(self, value, display):\r\n return float(value) / float(1 << 16)\r\n\r\nclass FP3232(rq.ValueField):\r\n structcode = 'lL'\r\n structvalues = 2\r\n\r\n def check_value(self, value):\r\n return value\r\n\r\n def parse_value(self, value, display):\r\n integral, frac = value\r\n ret = float(integral)\r\n # optimised math.ldexp(float(frac), -32)\r\n ret += float(frac) * (1.0 / (1 << 32))\r\n return ret\r\n\r\nclass XIQueryVersion(rq.ReplyRequest):\r\n _request = rq.Struct(\r\n rq.Card8('opcode'),\r\n rq.Opcode(47),\r\n rq.RequestLength(),\r\n rq.Card16('major_version'),\r\n rq.Card16('minor_version'),\r\n )\r\n _reply = rq.Struct(\r\n rq.ReplyCode(),\r\n rq.Pad(1),\r\n rq.Card16('sequence_number'),\r\n rq.ReplyLength(),\r\n rq.Card16('major_version'),\r\n rq.Card16('minor_version'),\r\n rq.Pad(20),\r\n )\r\n\r\n\r\ndef query_version(self):\r\n return XIQueryVersion(\r\n display=self.display,\r\n opcode=self.display.get_extension_major(extname),\r\n major_version=2,\r\n minor_version=0,\r\n )\r\n\r\nclass Mask(rq.List):\r\n\r\n def __init__(self, name):\r\n rq.List.__init__(self, name, rq.Card32, pad=0)\r\n\r\n def pack_value(self, val):\r\n\r\n mask_seq = array.array(rq.struct_to_array_codes['L'])\r\n\r\n if isinstance(val, integer_types):\r\n # We need to build a \"binary mask\" that (as far as I can tell) is\r\n # encoded in native byte order from end to end. The simple case is\r\n # with a single unsigned 32-bit value, for which we construct an\r\n # array with just one item. For values too big to fit inside 4\r\n # bytes we build a longer array, being careful to maintain native\r\n # byte order across the entire set of values.\r\n if sys.byteorder == 'little':\r\n\n ... [27 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5d15ebcd4b1cb7692dfb4253406f6c027f0525d0
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Generated by Django 3.0.4 on 2020-04-16 23:10 from django.db import migrations class Migration(migrations.Migration): depen ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: ('YourJobAidApi', '0018_category_count_post'), ] operations = [ migrations.RemoveField(
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 0
| 1
| 132
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Generated by Django 3.0.4 on 2020-04-16 23:10\n\nfrom django.db import migrations\n\n\nclass Migration(migrations.Migration):\n depen\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 ('YourJobAidApi', '0018_category_count_post'),\n ]\n\n operations = [\n migrations.RemoveField("}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d17411291af35f334b84d9eb9a01839cc0b1a31
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # @Time : 2022/1/26 23:07 Error: SyntaxError / EOF
|
Fixed Code: # @Time : 2022/1/26 23:07 # @Author : zhaoyu # @Site : # @File : __init__.py.py # @Software: PyCharm # @Note : xx Explanation: Complete the truncated code structure
|
beginner
|
general
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 29
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# @Time : 2022/1/26 23:07 \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# @Time : 2022/1/26 23:07 \n# @Author : zhaoyu\n# @Site : \n# @File : __init__.py.py \n# @Software: PyCharm\n# @Note : xx\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d190891c7c8c6ae88bd8b11a4958d94ac97d775
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: from typing import Union from unittest import mock import graphene import pytest from django.core.exceptions import ValidationError from django.db.models import Q from django.template.defaultfilters import slugify from graphene.utils.str_converters import to_camel_case from saleor.core.taxes import zero_money from saleor.graphql.core.utils import snake_to_camel_case from saleor.graphql.product.enums import AttributeTypeEnum, AttributeValueType from saleor.graphql.product.filters import filter_attributes_by_product_types from saleor.graphql.product.mutations.attributes import validate_value_is_unique from saleor.graphql.product.types.attributes import resolve_attribute_value_type from saleor.product import AttributeInputType from saleor.product.error_codes import ProductErrorCode from saleor.product.models import ( def test_validate_value_is_unique(color_attribute): value = color_attribute.values.first() # a new value but with existing slug should raise an error with pytest.raises(ValidationError): validate_value_is_unique(color_attribute, AttributeValue(slug=value.slug)) # a new value with a new slug should pass validate_value_is_unique( color_attribute, AttributeValue(slug="spanish-inquisition") ) # value that already belongs to the attribute shouldn't be taken into account validate_value_is_unique(color_attribute, value) def test_get_single_attribute_by_pk(user_api_client, color_attribute_without_values): attribute_gql_id = graphene.Node.to_global_id( "Attribute", color_attribute_without_values.id ) query = """ query($id: ID!) { attribute(id: $id) { id slug } } """ content = get_graphql_content( user_api_client.post_graphql(query, {"id": attribute_gql_id}) ) assert content["data"]["attribute"], "Should have found an attribute" assert content["data"]["attribute"]["id"] = attribute_gql_id assert content["data"]["attribute"]["slug"] == color_attribute_without_values.slug QUERY_ATTRIBUTES = """ query { attributes(first: 20) { edges { node { id name slug values { id name slug } } } } } """ def test_attributes_query(user_api_client, product): attributes = Attribute.objects query = QUERY_ATTRIBUTES response = user_api_client.post_graphql(query) content = get_graphql_content(response) attributes_data = content["data"]["attributes"]["edges"] assert attributes_data assert len(attributes_data) == attributes.count() ... [48 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Assignment instead of comparison Severity: CRITICAL Location: Line 53 Buggy code: assert content["data"]["attribute"]["id"] = attribute_gql_id Should be: assert content["data"]["attribute"]["id"] == attribute_gql_id Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
intermediate
|
testing
|
logical_errors
|
Pythoncode:Python
| 3
| 0
| 2,838
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom typing import Union\nfrom unittest import mock\n\nimport graphene\nimport pytest\nfrom django.core.exceptions import ValidationError\nfrom django.db.models import Q\nfrom django.template.defaultfilters import slugify\nfrom graphene.utils.str_converters import to_camel_case\n\nfrom saleor.core.taxes import zero_money\nfrom saleor.graphql.core.utils import snake_to_camel_case\nfrom saleor.graphql.product.enums import AttributeTypeEnum, AttributeValueType\nfrom saleor.graphql.product.filters import filter_attributes_by_product_types\nfrom saleor.graphql.product.mutations.attributes import validate_value_is_unique\nfrom saleor.graphql.product.types.attributes import resolve_attribute_value_type\nfrom saleor.product import AttributeInputType\nfrom saleor.product.error_codes import ProductErrorCode\nfrom saleor.product.models import (\ndef test_validate_value_is_unique(color_attribute):\n value = color_attribute.values.first()\n\n # a new value but with existing slug should raise an error\n with pytest.raises(ValidationError):\n validate_value_is_unique(color_attribute, AttributeValue(slug=value.slug))\n\n # a new value with a new slug should pass\n validate_value_is_unique(\n color_attribute, AttributeValue(slug=\"spanish-inquisition\")\n )\n\n # value that already belongs to the attribute shouldn't be taken into account\n validate_value_is_unique(color_attribute, value)\n\n\ndef test_get_single_attribute_by_pk(user_api_client, color_attribute_without_values):\n attribute_gql_id = graphene.Node.to_global_id(\n \"Attribute\", color_attribute_without_values.id\n )\n query = \"\"\"\n query($id: ID!) {\n attribute(id: $id) {\n id\n slug\n }\n }\n \"\"\"\n content = get_graphql_content(\n user_api_client.post_graphql(query, {\"id\": attribute_gql_id})\n )\n\n assert content[\"data\"][\"attribute\"], \"Should have found an attribute\"\n assert content[\"data\"][\"attribute\"][\"id\"] = attribute_gql_id\n assert content[\"data\"][\"attribute\"][\"slug\"] == color_attribute_without_values.slug\n\n\nQUERY_ATTRIBUTES = \"\"\"\n query {\n attributes(first: 20) {\n edges {\n node {\n id\n name\n slug\n values {\n id\n name\n slug\n }\n }\n }\n }\n }\n\"\"\"\n\n\ndef test_attributes_query(user_api_client, product):\n attributes = Attribute.objects\n query = QUERY_ATTRIBUTES\n response = user_api_client.post_graphql(query)\n content = get_graphql_content(response)\n attributes_data = content[\"data\"][\"attributes\"][\"edges\"]\n assert attributes_data\n assert len(attributes_data) == attributes.count()\n\n\n\n ... [48 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Assignment instead of comparison\n Severity: CRITICAL\n\n Location: Line 53\n\n Buggy code:\n assert content[\"data\"][\"attribute\"][\"id\"] = attribute_gql_id\n\n Should be:\n assert content[\"data\"][\"attribute\"][\"id\"] == attribute_gql_id\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
5d1b794c29c7e14b547cb2e45a43996ab2eb188a
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os import json import cv2 import logging import boto3 import botocore def upload_file(file_name, bucket, object_name=None): """Upload a file to an S3 bucket :param file_name: File to upload :param bucket: Bucket to upload to :param object_name: S3 object name. If not specified then same as file_name :return: True if file was uploaded, else False """ # If S3 object_name was not specified, use file_name if object_name is None: object_name = file_name # Upload the file s3_client = s3 # Complete this line response = s3_client.upload_file(file_name, bucket, object_name) except botocore.exceptions.ClientError as e: logging.error(e) return False return True def scale_image(image): _image = image target_height = 800 height, width, channels = _image.shape logger.info('Original size: {}h x {}w'.format(height, width)) scale = height/target_height if scale > 1: _image = cv2.resize(image, (int(width/scale), int(height/scale))) height, width, channels = image.shape logger.info('New size: {}h x {}w'.format(int(height/scale), int(width/scale))) return _image ... [1 more functiondefs truncated] ...
|
The missing line is: try:
|
intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 1,240
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport os\nimport json\nimport cv2\nimport logging\nimport boto3\nimport botocore\n\ndef upload_file(file_name, bucket, object_name=None):\n \"\"\"Upload a file to an S3 bucket\n\n :param file_name: File to upload\n :param bucket: Bucket to upload to\n :param object_name: S3 object name. If not specified then same as file_name\n :return: True if file was uploaded, else False\n \"\"\"\n\n # If S3 object_name was not specified, use file_name\n if object_name is None:\n object_name = file_name\n\n # Upload the file\n s3_client = s3\n # Complete this line\n response = s3_client.upload_file(file_name, bucket, object_name)\n except botocore.exceptions.ClientError as e:\n logging.error(e)\n return False\n return True\n\ndef scale_image(image):\n _image = image\n target_height = 800\n\n height, width, channels = _image.shape\n logger.info('Original size: {}h x {}w'.format(height, width))\n scale = height/target_height\n if scale > 1:\n _image = cv2.resize(image, (int(width/scale), int(height/scale)))\n height, width, channels = image.shape\n logger.info('New size: {}h x {}w'.format(int(height/scale), int(width/scale)))\n return _image\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n try:"}]
| false
| null | null | null |
5d1c26b574f8d1aa48c37371f029724022116688
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from pyinstrument import Profiler p = Profiler(use_signal=False) p.start() def func(num): if num == 0: return b = 0 for x in range(1,100000): b += x return func(num - 1) func(900) p.stop() print(p.output_text()) with open('overflow_out.html', 'w') as f: f.write(p.output_html())
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 11 ✨ Improvements: Add docstring to function 'func' Remove debug print() at line 20 before production
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 1
| 0
| 323
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom pyinstrument import Profiler\n\np = Profiler(use_signal=False)\n\np.start()\n\ndef func(num):\n if num == 0:\n return\n b = 0\n for x in range(1,100000):\n b += x\n\n return func(num - 1)\n\nfunc(900)\n\np.stop()\n\nprint(p.output_text())\n\nwith open('overflow_out.html', 'w') as f:\n f.write(p.output_html())"}, {"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\n\u2728 Improvements:\n Add docstring to function 'func'\n Remove debug print() at line 20 before production"}]
| false
| null | null | null |
5d1d2183e311c349b4e6a54b6abedc9e76fcc8d1
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python3 # SPDX-License-Identifier: BSD-2-Clause # # Copyright (c) 2019, Linaro Limited # from __future__ import print_function from __future__ import division import argparse import sys import struct import re import hashlib def eprint(*args, **kwargs): print(*args, file=sys.stderr, **kwargs) def round_up(n, m): if n == 0: return 0 else: return (((n - 1) // m) + 1) * m def get_arch_id(elffile): e_machine = elffile.header['e_machine'] if e_machine == 'EM_ARM': return 0 if e_machine == 'EM_AARCH64': return 1 eprint('Unknown e_machine "%s"' % e_machine) sys.exit(1) def get_name(obj): # Symbol or section .name might be a byte array or a string, we want a # string try: name = obj.name.decode() except (UnicodeDecodeError, AttributeError): name = obj.name return name def get_symbol(elffile, name): global elffile_symbols global lsyms_def if elffile_symbols is None: elffile_symbols = dict() lsyms_def = dict() symbol_tables = [s for s in elffile.iter_sections() if isinstance(s, SymbolTableSection)] for section in symbol_tables: for symbol in section.iter_symbols(): symbol_name = get_name(symbol) if symbol['st_info']['bind'] == 'STB_GLOBAL': elffile_symbols[symbol_name] = symbol elif symbol['st_info']['bind'] == 'STB_LOCAL': if symbol_name not in elffile_symbols.keys(): elffile_symbols[symbol_name] = symbol if symbol_name not in lsyms_def.keys(): lsyms_def[symbol_name] = 1 else: lsyms_def[symbol_name] += 1 if name in lsyms_def.keys() and lsyms_def[name] > 1: eprint("Multiple definitions of local symbol %s" % name) sys.exit(1) if name not in elffile_symbols.keys(): eprint("Cannot find symbol %s" % name) sys.exit(1) return elffile_symbols[name] def get_sections(elffile, pad_to, dump_names): last_end = 0 bin_data = bytearray() for section in elffile.iter_sections(): section_name = get_name(section) if (section['sh_type'] == 'SHT_NOBITS' or not (section['sh_flags'] & SH_FLAGS.SHF_ALLOC) or not dump_names.match(section_name)): continue if last_end == 0: bin_data = section.data() else: if section['sh_addr'] > last_end: bin_data += bytearray(section['sh_addr'] - last_end) bin_data += section.data() last_end = section['sh_addr'] + section['sh_size'] if pad_to > last_end: bin_data += bytearray(pad_to - last_end) last_end = pad_to return bin_data ... [14 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 105: ... [14 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 22 Unexpected indentation at line 28 Unexpected indentation at line 30 Unexpected indentation at line 32 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
advanced
|
data_processing
|
debugging
|
Pythoncode:Python
| 6
| 0
| 2,963
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python3\n# SPDX-License-Identifier: BSD-2-Clause\n#\n# Copyright (c) 2019, Linaro Limited\n#\n\nfrom __future__ import print_function\nfrom __future__ import division\n\nimport argparse\nimport sys\nimport struct\nimport re\nimport hashlib\ndef eprint(*args, **kwargs):\n print(*args, file=sys.stderr, **kwargs)\n\n\ndef round_up(n, m):\n if n == 0:\n return 0\n else:\n return (((n - 1) // m) + 1) * m\n\n\ndef get_arch_id(elffile):\n e_machine = elffile.header['e_machine']\n if e_machine == 'EM_ARM':\n return 0\n if e_machine == 'EM_AARCH64':\n return 1\n eprint('Unknown e_machine \"%s\"' % e_machine)\n sys.exit(1)\n\n\ndef get_name(obj):\n # Symbol or section .name might be a byte array or a string, we want a\n # string\n try:\n name = obj.name.decode()\n except (UnicodeDecodeError, AttributeError):\n name = obj.name\n return name\n\n\ndef get_symbol(elffile, name):\n global elffile_symbols\n global lsyms_def\n if elffile_symbols is None:\n elffile_symbols = dict()\n lsyms_def = dict()\n symbol_tables = [s for s in elffile.iter_sections()\n if isinstance(s, SymbolTableSection)]\n for section in symbol_tables:\n for symbol in section.iter_symbols():\n symbol_name = get_name(symbol)\n if symbol['st_info']['bind'] == 'STB_GLOBAL':\n elffile_symbols[symbol_name] = symbol\n elif symbol['st_info']['bind'] == 'STB_LOCAL':\n if symbol_name not in elffile_symbols.keys():\n elffile_symbols[symbol_name] = symbol\n if symbol_name not in lsyms_def.keys():\n lsyms_def[symbol_name] = 1\n else:\n lsyms_def[symbol_name] += 1\n\n if name in lsyms_def.keys() and lsyms_def[name] > 1:\n eprint(\"Multiple definitions of local symbol %s\" % name)\n sys.exit(1)\n if name not in elffile_symbols.keys():\n eprint(\"Cannot find symbol %s\" % name)\n sys.exit(1)\n\n return elffile_symbols[name]\n\n\ndef get_sections(elffile, pad_to, dump_names):\n last_end = 0\n bin_data = bytearray()\n\n for section in elffile.iter_sections():\n section_name = get_name(section)\n if (section['sh_type'] == 'SHT_NOBITS' or\n not (section['sh_flags'] & SH_FLAGS.SHF_ALLOC) or\n not dump_names.match(section_name)):\n continue\n\n if last_end == 0:\n bin_data = section.data()\n else:\n if section['sh_addr'] > last_end:\n bin_data += bytearray(section['sh_addr'] - last_end)\n bin_data += section.data()\n\n last_end = section['sh_addr'] + section['sh_size']\n\n if pad_to > last_end:\n bin_data += bytearray(pad_to - last_end)\n last_end = pad_to\n\n return bin_data\n\n\n\n ... [14 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 105: ... [14 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 22\n Unexpected indentation at line 28\n Unexpected indentation at line 30\n Unexpected indentation at line 32\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
5d1d2acfb826681789b607d0aa918460c8853f38
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # The MIT License (MIT) # # Copyright (c) 2020 Jeff Epler for Adafruit Industries LLC # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in # all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN # THE SOFTWARE. """ Make a key (button) repeat when held down """ import time class KeyRepeat: """Track the state of a button and, while it is held, output a press every 'rate' seconds""" def __init__(self, getter, rate=0.5): self.getter = getter self.rate_ns = round(rate * 1e9) self.next = -1 @property def value(self): """True when a button is first pressed, or once every 'rate' seconds thereafter""" state = self.getter() if not state: self.next = -1 return False now = time.monotonic_ns() if state and now > self.next: self.next = now + self.rate_ns return True return False
|
Functions: __init__, value Classes: KeyRepeat This code demonstrates Pythoncode:Python programming.
|
advanced
|
ui
|
code_explanation
|
Pythoncode:Python
| 2
| 1
| 1,864
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# The MIT License (MIT)\n#\n# Copyright (c) 2020 Jeff Epler for Adafruit Industries LLC\n#\n# Permission is hereby granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files (the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in\n# all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n# THE SOFTWARE.\n\"\"\"\nMake a key (button) repeat when held down\n\"\"\"\n\nimport time\nclass KeyRepeat:\n \"\"\"Track the state of a button and, while it is held, output a press every\n 'rate' seconds\"\"\"\n def __init__(self, getter, rate=0.5):\n self.getter = getter\n self.rate_ns = round(rate * 1e9)\n self.next = -1\n\n @property\n def value(self):\n \"\"\"True when a button is first pressed, or once every 'rate' seconds\n thereafter\"\"\"\n state = self.getter()\n if not state:\n self.next = -1\n return False\n now = time.monotonic_ns()\n if state and now > self.next:\n self.next = now + self.rate_ns\n return True\n return False"}, {"role": "assistant", "content": " Functions: __init__, value\n Classes: KeyRepeat\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d1d311ba4f1a92388fbc36107c0bf393d5b97bc
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # --- Klassendeklaration mit Konstruktor --- # class PC: def __init__(self, cpu, gpu, ram): self.cpu = cpu self.gpu = gpu self.__ram = ram # --- Instanziierung einer Klasse ---# # --- Ich bevorzuge die Initialisierung mit den Keywords --- # pc_instanz = PC(cpu='Ryzen 7', gpu='RTX2070Super', ram='GSkill') # --- Zugriff auf normale _public_ Attribute --- # print(pc_instanz.cpu) print(pc_instanz.gpu) # --- Zugriff auf ein _privates_ Attribut --- # # Auskommentiert, da es einen AttributeError schmeißt. # print(pc_instanz.__ram) # --- Zugriff auf das Instanz-Dictionary, um die Inhalte jener Instanz zu erhalten. --- # print(pc_instanz.__dict__) # --- Zugriff auf das eigentlich _private_ Attribut. --- # print(pc_instanz._PC__ram)
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 5 Unexpected indentation at line 6 ✨ Improvements: Add docstring to class 'PC' Remove debug print() at line 14 before production Remove debug print() at line 15 before production Remove debug print() at line 22 before production Remove debug print() at line 25 before production
|
advanced
|
database
|
code_review
|
Pythoncode:Python
| 1
| 1
| 767
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# --- Klassendeklaration mit Konstruktor --- #\nclass PC:\n def __init__(self, cpu, gpu, ram):\n self.cpu = cpu\n self.gpu = gpu\n self.__ram = ram\n\n\n# --- Instanziierung einer Klasse ---#\n# --- Ich bevorzuge die Initialisierung mit den Keywords --- #\npc_instanz = PC(cpu='Ryzen 7', gpu='RTX2070Super', ram='GSkill')\n\n# --- Zugriff auf normale _public_ Attribute --- #\nprint(pc_instanz.cpu)\nprint(pc_instanz.gpu)\n\n# --- Zugriff auf ein _privates_ Attribut --- #\n# Auskommentiert, da es einen AttributeError schmei\u00dft.\n# print(pc_instanz.__ram)\n\n# --- Zugriff auf das Instanz-Dictionary, um die Inhalte jener Instanz zu erhalten. --- #\nprint(pc_instanz.__dict__)\n\n# --- Zugriff auf das eigentlich _private_ Attribut. --- #\nprint(pc_instanz._PC__ram)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n\n\u2728 Improvements:\n Add docstring to class 'PC'\n Remove debug print() at line 14 before production\n Remove debug print() at line 15 before production\n Remove debug print() at line 22 before production\n Remove debug print() at line 25 before production"}]
| false
| null | null | null |
5d1d5be9e9e0382909fb3777ed89becc272c0e93
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python3 """ The Coin Change Problem :author: Dela Anthonio :hackerrank: https://hackerrank.com/delaanthonio :problem: https://www.hackerrank.com/challenges/coin-change/problem """ from typing import List def count_ways(amount: int, coins: List[int]) -> int: """Return the number of ways we can count to ``amount`` with values ``coins``.""" ways = [1] + [0] * amount for coin in coins: for val in range(coin, amount + 1): ways[val] += ways[val - coin]
|
return ways[-1] def main(): m, n = [int(x) for x in input().strip().split()] coins = sorted({int(x) for x in input().strip().split()}) print(count_ways(m, coins)) if __name__ == '__main__': main()
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 723
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n\"\"\"\nThe Coin Change Problem\n\n:author: Dela Anthonio\n:hackerrank: https://hackerrank.com/delaanthonio\n:problem: https://www.hackerrank.com/challenges/coin-change/problem\n\"\"\"\n\nfrom typing import List\n\n\ndef count_ways(amount: int, coins: List[int]) -> int:\n \"\"\"Return the number of ways we can count to ``amount`` with values ``coins``.\"\"\"\n ways = [1] + [0] * amount\n for coin in coins:\n for val in range(coin, amount + 1):\n ways[val] += ways[val - coin]"}, {"role": "assistant", "content": "\n return ways[-1]\n\n\ndef main():\n m, n = [int(x) for x in input().strip().split()]\n coins = sorted({int(x) for x in input().strip().split()})\n print(count_ways(m, coins))\n\n\nif __name__ == '__main__':\n main()"}]
| false
| null | null | null |
5d1d8a76e626c2ee6f2e02dabc04e268863c54e7
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from django.contrib import admin #from .models import * from . import models
|
# Register your models here. admin.site.register(models.ClimbModel)
|
beginner
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 147
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom django.contrib import admin\n\n#from .models import *\nfrom . import models"}, {"role": "assistant", "content": "\n\n# Register your models here.\nadmin.site.register(models.ClimbModel)"}]
| false
| null | null | null |
5d1e0c02d27663acdb4392c5b988ee86f8972b53
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # coding: utf-8 from runpy import run_path from setuptools import setup # Get the version from the relevant file d = run_path('skaero/version.py') __version__ = d['__version__'] setup( name="scikit-aero", version=__version__, description="Aeronautical engineering calculations in Python.", author="Juan Luis Cano", author_email="juanlu001@gmail.com", url="https://github.com/Juanlu001/scikit-aero", license="BSD", keywords=[ "aero", "aeronautical", "aerospace", "engineering", "atmosphere", "gas" ], requires=["numpy", "scipy"], packages=[ "skaero", "skaero.atmosphere", "skaero.gasdynamics", "skaero.util" ], classifiers=[ "Development Status :: 2 - Pre-Alpha", "Intended Audience :: Education", "Intended Audience :: Science/Research", "License :: OSI Approved :: BSD License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: Implementation :: CPython", "Topic :: Scientific/Engineering", "Topic :: Scientific/Engineering :: Physics" ], long_description=open('README.rst').read() )
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,264
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# coding: utf-8\nfrom runpy import run_path\nfrom setuptools import setup\n\n# Get the version from the relevant file\nd = run_path('skaero/version.py')\n__version__ = d['__version__']\n\nsetup(\n name=\"scikit-aero\",\n version=__version__,\n description=\"Aeronautical engineering calculations in Python.\",\n author=\"Juan Luis Cano\",\n author_email=\"juanlu001@gmail.com\",\n url=\"https://github.com/Juanlu001/scikit-aero\",\n license=\"BSD\",\n keywords=[\n \"aero\", \"aeronautical\", \"aerospace\",\n \"engineering\", \"atmosphere\", \"gas\"\n ],\n requires=[\"numpy\", \"scipy\"],\n packages=[\n \"skaero\",\n \"skaero.atmosphere\", \"skaero.gasdynamics\",\n \"skaero.util\"\n ],\n classifiers=[\n \"Development Status :: 2 - Pre-Alpha\",\n \"Intended Audience :: Education\",\n \"Intended Audience :: Science/Research\",\n \"License :: OSI Approved :: BSD License\",\n \"Operating System :: OS Independent\",\n \"Programming Language :: Python\",\n \"Programming Language :: Python :: 3\",\n \"Programming Language :: Python :: Implementation :: CPython\",\n \"Topic :: Scientific/Engineering\",\n \"Topic :: Scientific/Engineering :: Physics\"\n ],\n long_description=open('README.rst').read()\n)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13"}]
| false
| null | null | null |
5d1e73e0421ce77dfe2003f2cfbf66fd1ffd338e
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """ 8皇后问题 使用栈实现回溯法 """ def print_board(n,count): print(f"------解.{count}------") print(" ",end="") for j in range(n): print(f"{j:<2}" ,end="") print() for i in range(1,n+1): print(f"{i:<2}",end="") for j in range(1,n+1): if queens[i] == j: print("Q ",end="") else: print(" ",end="") print() def set_flags(i,j,n): col_flags[j]=1 diag_flags[i+j-1]=1 diag2_flags[n+i-j]=1 def clear_flags(i,j,n): col_flags[j]=0 diag_flags[i+j-1]=0 diag2_flags[n+i-j]=0 def can_stay(i,j,n): if col_flags[j]==1: return False if diag_flags[i+j-1]==1: return False if diag2_flags[n+i-j]==1: return False return True def try_queen(i,n): global count i=1 while True: queens[i]+=1 if queens[i]>n: # backtracking i-=1 if i<1: # all possible solutions have been tried, quit searching Error: IndentationError / Expected indented block
|
Fixed Code: """ 8皇后问题 使用栈实现回溯法 """ def print_board(n,count): print(f"------解.{count}------") print(" ",end="") for j in range(n): print(f"{j:<2}" ,end="") print() for i in range(1,n+1): print(f"{i:<2}",end="") for j in range(1,n+1): if queens[i] == j: print("Q ",end="") else: print(" ",end="") Explanation: Add body to If block or use 'pass' statement
|
advanced
|
ui
|
error_fixing
|
Pythoncode:Python
| 6
| 0
| 819
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\n8\u7687\u540e\u95ee\u9898\n\n\n\u4f7f\u7528\u6808\u5b9e\u73b0\u56de\u6eaf\u6cd5\n\"\"\"\ndef print_board(n,count):\n\tprint(f\"------\u89e3.{count}------\")\n\tprint(\" \",end=\"\")\n\tfor j in range(n):\n\t\tprint(f\"{j:<2}\" ,end=\"\")\n\tprint()\n\n\tfor i in range(1,n+1):\n\t\tprint(f\"{i:<2}\",end=\"\")\n\t\tfor j in range(1,n+1):\n\t\t\tif queens[i] == j:\n\t\t\t\tprint(\"Q \",end=\"\")\n\t\t\telse:\n\t\t\t\tprint(\" \",end=\"\")\n\t\tprint()\n\ndef set_flags(i,j,n):\n\tcol_flags[j]=1\n\tdiag_flags[i+j-1]=1\n\tdiag2_flags[n+i-j]=1\n\ndef clear_flags(i,j,n):\n\tcol_flags[j]=0\n\tdiag_flags[i+j-1]=0\n\tdiag2_flags[n+i-j]=0\n\ndef can_stay(i,j,n):\n\tif col_flags[j]==1:\n\t\treturn False\n\tif diag_flags[i+j-1]==1:\n\t\treturn False\n\tif diag2_flags[n+i-j]==1:\n\t\treturn False\n\treturn True\n\ndef try_queen(i,n):\n\tglobal count\n\ti=1\n\twhile True:\n\t\tqueens[i]+=1\n\t\tif queens[i]>n: # backtracking\n\t\t\ti-=1\n\t\t\tif i<1: # all possible solutions have been tried, quit searching\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\n8\u7687\u540e\u95ee\u9898\n\n\n\u4f7f\u7528\u6808\u5b9e\u73b0\u56de\u6eaf\u6cd5\n\"\"\"\ndef print_board(n,count):\n\tprint(f\"------\u89e3.{count}------\")\n\tprint(\" \",end=\"\")\n\tfor j in range(n):\n\t\tprint(f\"{j:<2}\" ,end=\"\")\n\tprint()\n\n\tfor i in range(1,n+1):\n\t\tprint(f\"{i:<2}\",end=\"\")\n\t\tfor j in range(1,n+1):\n\t\t\tif queens[i] == j:\n\t\t\t\tprint(\"Q \",end=\"\")\n\t\t\telse:\n\t\t\t\tprint(\" \",end=\"\")\n\n Explanation: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
5d1e977ff682cc24e27dda8c4298d920050e0d35
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. # SPDX-License-Identifier: CC-BY-4.0 import os import cv2 from collections import namedtuple import imageio from PIL import Image from random import randrange import numpy as np from sklearn.decomposition import PCA from scipy.spatial.distance import pdist, squareform import torch import matplotlib class PlotsProducer: def __init__(self, document, output_path): # Load background image self.image_path = document.image_path self.img = plt.imread(self.image_path) self.img_opencv = cv2.imread(self.image_path) dpi = 120 mpl.rcParams['figure.dpi'] = dpi height = self.img.shape[0] width = self.img.shape[1] self.figsize = width / float(dpi), height / float(dpi) # Fig size in inches self.document = document self.output_path = output_path if not os.path.exists(output_path): os.makedirs(output_path) def plot_word_boxes_on_image(self): set_of_words = [[word] for word in self.document.get_words()] # list of singleton word lists fig, ax = plt.subplots(1, figsize=self.figsize) monochrome_colors_list = ['#5a5d8f' for _ in self.document.get_words()] self._draw_entity_bounding_boxes(fig=fig, ax=ax, bg_img=self.img, title='', entity_sets=set_of_words, colors_list=monochrome_colors_list) fig.savefig(os.path.join(self.output_path, self.document.basename + '_word_boxes.png')) plt.close(fig) def save_phrase_detection_results(self): set_of_phrases = [[phrase] for phrase in self.document.get_phrases()] # list of singleton phrase lists fig, ax = plt.subplots(1, figsize=self.figsize) self._draw_entity_bounding_boxes(fig=fig, ax=ax, bg_img=self.img, title='Phrase Detection', entity_sets=set_of_phrases) fig.savefig(os.path.join(self.output_path, self.document.basename + '_phrase_detection.png')) plt.close(fig) def save_clustering_results(self, with_title=True, colors_list=None): set_of_clusters = [cluster.words for cluster in self.document.get_clusters()] # list of list of words (clusters) self._save_set_of_clusters(set_of_clusters, with_title, colors_list ... [10 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 55 - expected ')' • Block at line 15 has no indented body Fix: Add missing ')' bracket at line 55
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 4
| 1
| 2,484
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.\n# SPDX-License-Identifier: CC-BY-4.0\n\nimport os\nimport cv2\nfrom collections import namedtuple\nimport imageio\nfrom PIL import Image\nfrom random import randrange\nimport numpy as np\nfrom sklearn.decomposition import PCA\nfrom scipy.spatial.distance import pdist, squareform\nimport torch\nimport matplotlib\nclass PlotsProducer:\n\n def __init__(self, document, output_path):\n # Load background image\n self.image_path = document.image_path\n self.img = plt.imread(self.image_path)\n self.img_opencv = cv2.imread(self.image_path)\n\n dpi = 120\n mpl.rcParams['figure.dpi'] = dpi\n height = self.img.shape[0]\n width = self.img.shape[1]\n self.figsize = width / float(dpi), height / float(dpi) # Fig size in inches\n\n self.document = document\n self.output_path = output_path\n if not os.path.exists(output_path):\n os.makedirs(output_path)\n\n def plot_word_boxes_on_image(self):\n set_of_words = [[word] for word in self.document.get_words()] # list of singleton word lists\n fig, ax = plt.subplots(1, figsize=self.figsize)\n monochrome_colors_list = ['#5a5d8f' for _ in self.document.get_words()]\n self._draw_entity_bounding_boxes(fig=fig, ax=ax, bg_img=self.img,\n title='',\n entity_sets=set_of_words,\n colors_list=monochrome_colors_list)\n fig.savefig(os.path.join(self.output_path, self.document.basename + '_word_boxes.png'))\n plt.close(fig)\n\n def save_phrase_detection_results(self):\n set_of_phrases = [[phrase] for phrase in self.document.get_phrases()] # list of singleton phrase lists\n fig, ax = plt.subplots(1, figsize=self.figsize)\n self._draw_entity_bounding_boxes(fig=fig, ax=ax, bg_img=self.img,\n title='Phrase Detection', entity_sets=set_of_phrases)\n fig.savefig(os.path.join(self.output_path, self.document.basename + '_phrase_detection.png'))\n plt.close(fig)\n\n def save_clustering_results(self, with_title=True, colors_list=None):\n set_of_clusters = [cluster.words for cluster in self.document.get_clusters()] # list of list of words (clusters)\n self._save_set_of_clusters(set_of_clusters, with_title, colors_list\n\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 55 - expected ')'\n \u2022 Block at line 15 has no indented body\n\n Fix: Add missing ')' bracket at line 55"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
5d1ef3d88231b985a99b51b59e99bc1d40f0567f
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import re import lxml.html from openstates.utils import LXMLMixin from billy.scrape.legislators import LegislatorScraper, Legislator class DELegislatorScraper(LegislatorScraper,LXMLMixin): jurisdiction = 'de' def scrape(self, chamber, term): url = { 'upper': 'http://legis.delaware.gov/legislature.nsf/sen?openview', 'lower': 'http://legis.delaware.gov/Legislature.nsf/Reps?openview', }[chamber] doc = self.lxmlize(url) if chamber = "upper": #for the senate, it's the same table #but the html is hard-coded in js. table_js = doc.xpath('.//script')[-1].text_content() table = None for line in table_js.split("\n"): if line.strip().startswith("var") and "sen=" in line: table = line.replace("var","") table = table.replace('sen="<','<') table = table.replace('>";','>') break assert table is not None, "Senate table could not be found" table = lxml.html.fromstring(table) table.make_links_absolute(url) trs = table.xpath('//tr') else: #same table for the house, but kindly in actual html trs = doc.xpath('//tr') base_url = "http://legis.delaware.gov" for tr in trs: name_and_url = tr.xpath('.//a')[0] bio_url = name_and_url.attrib["href"] bio_url = bio_url.replace("JavaScript:window.top.location.href=","") bio_url = bio_url.replace('"','') name = name_and_url.text_content() if name.strip() == "." or name.strip() == "": continue if name.strip().lower().startswith("vacant"): continue re_spaces=re.compile(r'\s{1,5}') name = ' '.join(re_spaces.split(name)) district = tr.xpath('.//td')[2].text_content() district = district.replace("District:","").strip() leg = self.scrape_bio(term, chamber, district, name, bio_url) leg.add_source(bio_url, page="legislator detail page") leg.add_source(url, page="legislator list page") self.save_legislator(leg) ... [4 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Assignment instead of comparison Severity: CRITICAL Location: Line 20 Buggy code: if chamber = "upper": Should be: if chamber == "upper": Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
testing
|
logical_errors
|
Pythoncode:Python
| 1
| 1
| 2,344
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport re\nimport lxml.html\nfrom openstates.utils import LXMLMixin\n\nfrom billy.scrape.legislators import LegislatorScraper, Legislator\n\n\nclass DELegislatorScraper(LegislatorScraper,LXMLMixin):\n jurisdiction = 'de'\n\n def scrape(self, chamber, term):\n\n url = {\n 'upper': 'http://legis.delaware.gov/legislature.nsf/sen?openview',\n 'lower': 'http://legis.delaware.gov/Legislature.nsf/Reps?openview',\n }[chamber]\n\n doc = self.lxmlize(url)\n\n if chamber = \"upper\":\n #for the senate, it's the same table\n #but the html is hard-coded in js.\n table_js = doc.xpath('.//script')[-1].text_content()\n table = None\n for line in table_js.split(\"\\n\"):\n if line.strip().startswith(\"var\") and \"sen=\" in line:\n table = line.replace(\"var\",\"\")\n table = table.replace('sen=\"<','<')\n table = table.replace('>\";','>')\n break\n\n assert table is not None, \"Senate table could not be found\"\n\n table = lxml.html.fromstring(table)\n table.make_links_absolute(url)\n trs = table.xpath('//tr')\n\n\n else:\n #same table for the house, but kindly in actual html\n trs = doc.xpath('//tr')\n\n base_url = \"http://legis.delaware.gov\"\n\n for tr in trs:\n\n name_and_url = tr.xpath('.//a')[0]\n bio_url = name_and_url.attrib[\"href\"]\n bio_url = bio_url.replace(\"JavaScript:window.top.location.href=\",\"\")\n bio_url = bio_url.replace('\"','')\n name = name_and_url.text_content()\n if name.strip() == \".\" or name.strip() == \"\":\n continue\n if name.strip().lower().startswith(\"vacant\"):\n continue\n re_spaces=re.compile(r'\\s{1,5}')\n name = ' '.join(re_spaces.split(name))\n district = tr.xpath('.//td')[2].text_content()\n district = district.replace(\"District:\",\"\").strip()\n\n\n leg = self.scrape_bio(term, chamber, district, name, bio_url)\n leg.add_source(bio_url, page=\"legislator detail page\")\n leg.add_source(url, page=\"legislator list page\")\n self.save_legislator(leg)\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Assignment instead of comparison\n Severity: CRITICAL\n\n Location: Line 20\n\n Buggy code:\n if chamber = \"upper\":\n\n Should be:\n if chamber == \"upper\":\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
5d208ff94339d61c9f91237707d44d87ad7cd192
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from header import * from .utils import * from .util_func import * class FineGrainedTestDataset(Dataset): def __init__(self, vocab, path, **args): self.args = args self.vocab = vocab self.vocab.add_tokens(['[EOS]']) self.pad = self.vocab.convert_tokens_to_ids('[PAD]') self.sep = self.vocab.convert_tokens_to_ids('[SEP]') self.eos = self.vocab.convert_tokens_to_ids('[EOS]') self.cls = self.vocab.convert_tokens_to_ids('[CLS]') suffix = args['tokenizer'].replace('/', '_') self.pp_path = f'{os.path.splitext(path)[0]}_fg_test_{suffix}.pt' if os.path.exists(self.pp_path): self.data = torch.load(self.pp_path) print(f'[!] load preprocessed file from {self.pp_path}') return None self.data = [] for fix in ['brandenwang', 'lt', 'lt2']: path = f'{args["root_dir"]}/data/{args["dataset"]}/fg-{fix}-test.txt' data = read_text_data_utterances(path, lang=self.args['lang']) for i in tqdm(range(0, len(data), 7)): batch = data[i:i+7] rids = [] for label, utterances in batch: item = self.vocab.batch_encode_plus(utterances, add_special_tokens=False)['input_ids'] cids, rids_ = item[:-1], item[-1] ids = [] for u in cids: Error: SyntaxError / EOF
|
Fixed Code: from header import * from .utils import * from .util_func import * class FineGrainedTestDataset(Dataset): def __init__(self, vocab, path, **args): self.args = args self.vocab = vocab self.vocab.add_tokens(['[EOS]']) self.pad = self.vocab.convert_tokens_to_ids('[PAD]') self.sep = self.vocab.convert_tokens_to_ids('[SEP]') self.eos = self.vocab.convert_tokens_to_ids('[EOS]') self.cls = self.vocab.convert_tokens_to_ids('[CLS]') suffix = args['tokenizer'].replace('/', '_') self.pp_path = f'{os.path.splitext(path)[0]}_fg_test_{suffix}.pt' if os.path.exists(self.pp_path): self.data = torch.load(self.pp_path) Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 4
| 1
| 1,420
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom header import *\nfrom .utils import *\nfrom .util_func import *\n\nclass FineGrainedTestDataset(Dataset):\n \n def __init__(self, vocab, path, **args):\n self.args = args\n self.vocab = vocab\n self.vocab.add_tokens(['[EOS]'])\n\n self.pad = self.vocab.convert_tokens_to_ids('[PAD]')\n self.sep = self.vocab.convert_tokens_to_ids('[SEP]')\n self.eos = self.vocab.convert_tokens_to_ids('[EOS]')\n self.cls = self.vocab.convert_tokens_to_ids('[CLS]')\n\n suffix = args['tokenizer'].replace('/', '_')\n self.pp_path = f'{os.path.splitext(path)[0]}_fg_test_{suffix}.pt'\n if os.path.exists(self.pp_path):\n self.data = torch.load(self.pp_path)\n print(f'[!] load preprocessed file from {self.pp_path}')\n return None\n self.data = []\n for fix in ['brandenwang', 'lt', 'lt2']:\n path = f'{args[\"root_dir\"]}/data/{args[\"dataset\"]}/fg-{fix}-test.txt'\n data = read_text_data_utterances(path, lang=self.args['lang'])\n for i in tqdm(range(0, len(data), 7)):\n batch = data[i:i+7]\n rids = []\n for label, utterances in batch:\n item = self.vocab.batch_encode_plus(utterances, add_special_tokens=False)['input_ids']\n cids, rids_ = item[:-1], item[-1]\n ids = []\n for u in cids:\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom header import *\nfrom .utils import *\nfrom .util_func import *\n\nclass FineGrainedTestDataset(Dataset):\n \n def __init__(self, vocab, path, **args):\n self.args = args\n self.vocab = vocab\n self.vocab.add_tokens(['[EOS]'])\n\n self.pad = self.vocab.convert_tokens_to_ids('[PAD]')\n self.sep = self.vocab.convert_tokens_to_ids('[SEP]')\n self.eos = self.vocab.convert_tokens_to_ids('[EOS]')\n self.cls = self.vocab.convert_tokens_to_ids('[CLS]')\n\n suffix = args['tokenizer'].replace('/', '_')\n self.pp_path = f'{os.path.splitext(path)[0]}_fg_test_{suffix}.pt'\n if os.path.exists(self.pp_path):\n self.data = torch.load(self.pp_path)\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d20ce5f76b15dfb9e999e6d113dbf7e789ecd49
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # # PySNMP MIB module DABING-MIB (http://snmplabs.com/pysmi) # ASN.1 source file://..\DABING-MIB.mib # Produced by pysmi-0.3.4 at Tue Mar 22 12:53:47 2022 # On host ? platform ? version ? by user ? # Using Python version 3.8.2 (tags/v3.8.2:7b3ab59, Feb 25 2020, 22:45:29) [MSC v.1916 32 bit (Intel)] #
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 301
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#\n# PySNMP MIB module DABING-MIB (http://snmplabs.com/pysmi)\n# ASN.1 source file://..\\DABING-MIB.mib\n# Produced by pysmi-0.3.4 at Tue Mar 22 12:53:47 2022\n# On host ? platform ? version ? by user ?\n# Using Python version 3.8.2 (tags/v3.8.2:7b3ab59, Feb 25 2020, 22:45:29) [MSC v.1916 32 bit (Intel)]\n#"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d21c5c96591c41db957d015a344d7b68da97b7a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import os import numpy as np save_stem='extra_vis_friday_harbor' data_dir='../../data/sdk_new_100' resolution=100 cre=False source_acronyms=['VISal','VISam','VISl','VISp','VISpl','VISpm', 'VISli','VISpor','VISrl','VISa'] lambda_list = np.logspace(3,12,10) scale_lambda=True min_vox=0 # save_file_name='visual_o Error: SyntaxError / EOF
|
Fixed Code: import os import numpy as np save_stem='extra_vis_friday_harbor' data_dir='../../data/sdk_new_100' resolution=100 cre=False source_acronyms=['VISal','VISam','VISl','VISp','VISpl','VISpm', 'VISli','VISpor','VISrl','VISa'] lambda_list = np.logspace(3,12,10) scale_lambda=True min_vox=0 # save_file_name='visual_output.hdf5' #source_coverage=0.90 source_coverage=0.95 #source_shell = 1 source_shell=None save_dir=os.path.join('../../data/connectivities',save_stem) Explanation: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 328
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport os\nimport numpy as np\n\nsave_stem='extra_vis_friday_harbor'\ndata_dir='../../data/sdk_new_100'\nresolution=100\ncre=False\nsource_acronyms=['VISal','VISam','VISl','VISp','VISpl','VISpm',\n 'VISli','VISpor','VISrl','VISa']\nlambda_list = np.logspace(3,12,10)\nscale_lambda=True\nmin_vox=0\n# save_file_name='visual_o\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport os\nimport numpy as np\n\nsave_stem='extra_vis_friday_harbor'\ndata_dir='../../data/sdk_new_100'\nresolution=100\ncre=False\nsource_acronyms=['VISal','VISam','VISl','VISp','VISpl','VISpm',\n 'VISli','VISpor','VISrl','VISa']\nlambda_list = np.logspace(3,12,10)\nscale_lambda=True\nmin_vox=0\n# save_file_name='visual_output.hdf5'\n#source_coverage=0.90\nsource_coverage=0.95\n#source_shell = 1\nsource_shell=None\nsave_dir=os.path.join('../../data/connectivities',save_stem)\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d228bf6a4bad705b90b99a4ee75f695228944a7
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Created on Fri Nov 20 09:42:39 2020 @author: niklas """ from mossepy.mosse_tracker import MOSSE # choose position of object in first frame # that should be done by mouse click objPos = [256, 256] # choose tracker type tracker = MOSSE( # initialize object position in first frame tracker.setObjPos(objPos) # start tracking tracker.trackImg()
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 3 • Unclosed '(' at line 16 - expected ')' • SyntaxError: '(' was never closed at line 16 Fixes: • Add closing quote at line 3 • Add closing ')' bracket • Review code syntax
|
intermediate
|
oop
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 395
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\"\"\"\nCreated on Fri Nov 20 09:42:39 2020\n\n@author: niklas\n\"\"\"\n\nfrom mossepy.mosse_tracker import MOSSE\n\n# choose position of object in first frame\n# that should be done by mouse click\nobjPos = [256, 256]\n\n# choose tracker type\ntracker = MOSSE(\n# initialize object position in first frame\ntracker.setObjPos(objPos)\n# start tracking\ntracker.trackImg()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 3\n \u2022 Unclosed '(' at line 16 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 16\n\n Fixes:\n \u2022 Add closing quote at line 3\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
5d246013ebe48dbfeb0d5a33d4837a599aed75ec
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def solve(polynomial): """ input is polynomial if more than one variable, returns 'too many variables' looks for formula to apply to coefficients returns solution or 'I cannot solve yet...' """ if len(polynomial.term_matrix[0]) > 2: return 'too many variables' elif len(polynomial.term_matrix[0]) == 1: return polynomial.term_matrix[1][0] elif len(polynomial.term_matrix[0]) == 2: degree = polynomial.term_matrix[1][1] if degree == 1: if len(polynomial.term_matrix) == 2: return 0 else: return -polynomial.term_matrix[2][0]/polynomial.term_matrix[1][0] if degree == 2: ans = quadratic_formula(polynomial) return ans if degree > 2: return Durand_Kerner(polynomial) def quadratic_formula(polynomial): """ input is single-variable polynomial of degree 2 returns zeros """ if len(polynomial.term_matrix) == 3: if polynomial.term_matrix[2][1] == 1: a, b = polynomial.term_matrix[1][0], polynomial.term_matrix[2][0]
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 2 Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 4
| 0
| 1,130
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef solve(polynomial):\n \"\"\"\n input is polynomial\n if more than one variable, returns 'too many variables'\n looks for formula to apply to coefficients\n returns solution or 'I cannot solve yet...'\n \"\"\"\n if len(polynomial.term_matrix[0]) > 2:\n return 'too many variables'\n elif len(polynomial.term_matrix[0]) == 1:\n return polynomial.term_matrix[1][0]\n elif len(polynomial.term_matrix[0]) == 2:\n degree = polynomial.term_matrix[1][1]\n if degree == 1:\n if len(polynomial.term_matrix) == 2:\n return 0\n else:\n return -polynomial.term_matrix[2][0]/polynomial.term_matrix[1][0]\n if degree == 2:\n ans = quadratic_formula(polynomial)\n return ans\n if degree > 2:\n return Durand_Kerner(polynomial)\n\n\ndef quadratic_formula(polynomial):\n \"\"\"\n input is single-variable polynomial of degree 2\n returns zeros\n \"\"\"\n if len(polynomial.term_matrix) == 3:\n if polynomial.term_matrix[2][1] == 1:\n a, b = polynomial.term_matrix[1][0], polynomial.term_matrix[2][0]"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 2\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d252f7a220679f8642989c387a00db59609427b
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: def cascade_element_style( element: MinidomElement, inherited: Dict[str, str] ) -> Dict[str, str]: """Collect the element's style attributes based upon both its inheritance and its own attributes. SVG uses cascading element styles. A closer ancestor's style takes precedence over a more distant ancestor's style. In order to correctly calculate the styles, the attributes are passed down through the inheritance tree, updating where necessary. Note that this method only copies the values and does not parse them. See :meth:`parse_color_string` for converting from SVG attributes to manim keyword arguments. Parameters ---------- element : :class:`MinidomElement` Element of the SVG parse tree inherited : :class:`dict` Dictionary of SVG attributes inherited from the parent element. Returns ------- :class:`dict` Dictionary mapping svg attributes to values with `element`'s values overriding inherited values. """ style = inherited.copy() # cascade the regular elements. for attr in CASCADING_STYLING_ATTRIBUTES: entry = element.getAttribute(attr) if entry: style[attr] = entry # the style attribute should be handled separately in order to # break it up nicely. furthermore, style takes priority over other # attributes in the same element. style_specs = element.getAttribute("style") if style_specs: for style_spec in style_specs.split(";"): try: key, value = style_spec.split(":") except ValueError as e: if not style_spec.strip(: # there was just a stray semicolon at the end, producing an emptystring pass else: raise e else: style[key.strip()] = value.strip() return style ... [3 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 4 • Unclosed '(' at line 44 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 4 • Add closing ')' bracket
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 1,954
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\ndef cascade_element_style(\n element: MinidomElement, inherited: Dict[str, str]\n) -> Dict[str, str]:\n \"\"\"Collect the element's style attributes based upon both its inheritance and its own attributes.\n\n SVG uses cascading element styles. A closer ancestor's style takes precedence over a more distant ancestor's\n style. In order to correctly calculate the styles, the attributes are passed down through the inheritance tree,\n updating where necessary.\n\n Note that this method only copies the values and does not parse them. See :meth:`parse_color_string` for converting\n from SVG attributes to manim keyword arguments.\n\n Parameters\n ----------\n element : :class:`MinidomElement`\n Element of the SVG parse tree\n\n inherited : :class:`dict`\n Dictionary of SVG attributes inherited from the parent element.\n\n Returns\n -------\n :class:`dict`\n Dictionary mapping svg attributes to values with `element`'s values overriding inherited values.\n \"\"\"\n\n style = inherited.copy()\n\n # cascade the regular elements.\n for attr in CASCADING_STYLING_ATTRIBUTES:\n entry = element.getAttribute(attr)\n if entry:\n style[attr] = entry\n\n # the style attribute should be handled separately in order to\n # break it up nicely. furthermore, style takes priority over other\n # attributes in the same element.\n style_specs = element.getAttribute(\"style\")\n if style_specs:\n for style_spec in style_specs.split(\";\"):\n try:\n key, value = style_spec.split(\":\")\n except ValueError as e:\n if not style_spec.strip(:\n # there was just a stray semicolon at the end, producing an emptystring\n pass\n else:\n raise e\n else:\n style[key.strip()] = value.strip()\n\n return style\n\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 4\n \u2022 Unclosed '(' at line 44 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 4\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
5d25df408d94ab31e94a89b3213ae144d0477893
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python #coding:utf-8 import os import RPi.GPIO as GPIO # import json from time import sleep # from twython import Twython f=open("tw_config.json",'r') config=json.load(f) f.close() CONSUMER_KEY =config['consumer_key'] CONSUMER_SECRET =config['consumer_secret'] ACCESS_TOKEN =config['access_token'] ACCESS_SECRET =config['access_secret'] dist=config['dist'] def on_positive_edge(channel): #time stamp timestamp = 'date +%F_%H:%M:%S' current_time=os.popen(timestamp).readline().strip() # get CPU temperature cmd = '/opt/vc/bin/vcgencmd measure_temp' line = os.popen(cmd).readline().strip() temp = line.split('=')[1].split("'")[0] ... code continues ...
|
Completion: Missing: Function 'on_positive_edge' is incomplete - body truncated To complete: • Complete the function 'on_positive_edge' body and add missing return Example continuation: direct_message='CPU:'+temp+'deg @'+current_time+' : by Python script' global ledstate
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 677
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n#coding:utf-8\n\nimport os\nimport RPi.GPIO as GPIO #\nimport json\nfrom time import sleep #\nfrom twython import Twython\n\nf=open(\"tw_config.json\",'r')\nconfig=json.load(f)\nf.close()\n\nCONSUMER_KEY =config['consumer_key']\nCONSUMER_SECRET =config['consumer_secret']\nACCESS_TOKEN =config['access_token']\nACCESS_SECRET =config['access_secret']\n\ndist=config['dist']\n\ndef on_positive_edge(channel):\n #time stamp\n timestamp = 'date +%F_%H:%M:%S'\n current_time=os.popen(timestamp).readline().strip()\n\n\n # get CPU temperature\n cmd = '/opt/vc/bin/vcgencmd measure_temp'\n line = os.popen(cmd).readline().strip()\n temp = line.split('=')[1].split(\"'\")[0]\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'on_positive_edge' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'on_positive_edge' body and add missing return\n\n Example continuation:\n\n direct_message='CPU:'+temp+'deg @'+current_time+' : by Python script'\n\n\n global ledstate"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
5d2760eb1387adc84de54a02742f29d1beeb4ef2
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ Unit tests for ``wheezy.templates.utils``. """ import unittest class FindAllBalancedTestCase(unittest.TestCase): """ Test the ``find_all_balanced``. """ def test_start_out(self): """ The start index is out of range. """ from wheezy.template.utils import find_all_balanced assert 10 == find_all_balanced('test', 10) def test_start_separator(self): """ If text doesn't start with ``([`` return. """ from wheezy.template.utils import find_all_balanced assert 0 == find_all_balanced('test([', 0) assert 3 == find_all_balanced('test([', 3) def test_not_balanced(self): """ Separators are not balanced. """ from wheezy.template.utils import find_all_balanced assert 4 == find_all_balanced('test(a, b', 4) assert 4 == find_all_balanced('test[a, b()', 4) def test_balanced(self): """ Separators are balanced. """ from wheezy.template.utils import find_all_balanced assert 10 == find_all_balanced('test(a, b)', 4) assert 13 == find_all_balanced('test(a, b)[0]', 4) assert 12 == find_all_balanced('test(a, b())', 4) assert 17 == find_all_balanced('test(a, b())[0]()', 4) class FindBalancedTestCase(unittest.TestCase): """ Test the ``find_balanced``. """ def test_start_out(self): """ The start index is out of range. """ from wheezy.template.utils import find_balanced assert 10 == find_balanced('test', 10) def test_start_separator(self): """ If text doesn't start with ``start_sep`` return. """ from wheezy.template.utils import find_balanced assert 0 == find_balanced('test(', 0) assert 3 == find_balanced('test(', 3) def test_not_balanced(self): """ Separators are not balanced. """ from wheezy.template.utils import find_balanced assert 4 == find_balanced('test(a, b', 4) assert 4 == find_balanced('test(a, b()', 4) def test_balanced(self): """ Separators are balanced. """ from wheezy.template.utils import find_balanced assert 10 == find_balanced('test(a, b)', 4) assert 12 == find_balanced('test(a, b())', 4)
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 2 Unmatched closing bracket ')' at line 22 Unmatched closing bracket ')' at line 23 Unmatched closing bracket ')' at line 30 Unclosed '(' at line 57 - expected ')' ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 💡 Suggestions: Add closing quote at line 2 Add closing ')' bracket Add closing ')' bracket
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 8
| 2
| 2,293
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\n\"\"\" Unit tests for ``wheezy.templates.utils``.\n\"\"\"\n\nimport unittest\n\n\nclass FindAllBalancedTestCase(unittest.TestCase):\n \"\"\" Test the ``find_all_balanced``.\n \"\"\"\n\n def test_start_out(self):\n \"\"\" The start index is out of range.\n \"\"\"\n from wheezy.template.utils import find_all_balanced\n assert 10 == find_all_balanced('test', 10)\n\n def test_start_separator(self):\n \"\"\" If text doesn't start with ``([`` return.\n \"\"\"\n from wheezy.template.utils import find_all_balanced\n assert 0 == find_all_balanced('test([', 0)\n assert 3 == find_all_balanced('test([', 3)\n\n def test_not_balanced(self):\n \"\"\" Separators are not balanced.\n \"\"\"\n from wheezy.template.utils import find_all_balanced\n assert 4 == find_all_balanced('test(a, b', 4)\n assert 4 == find_all_balanced('test[a, b()', 4)\n\n def test_balanced(self):\n \"\"\" Separators are balanced.\n \"\"\"\n from wheezy.template.utils import find_all_balanced\n assert 10 == find_all_balanced('test(a, b)', 4)\n assert 13 == find_all_balanced('test(a, b)[0]', 4)\n assert 12 == find_all_balanced('test(a, b())', 4)\n assert 17 == find_all_balanced('test(a, b())[0]()', 4)\n\n\nclass FindBalancedTestCase(unittest.TestCase):\n \"\"\" Test the ``find_balanced``.\n \"\"\"\n\n def test_start_out(self):\n \"\"\" The start index is out of range.\n \"\"\"\n from wheezy.template.utils import find_balanced\n assert 10 == find_balanced('test', 10)\n\n def test_start_separator(self):\n \"\"\" If text doesn't start with ``start_sep`` return.\n \"\"\"\n from wheezy.template.utils import find_balanced\n assert 0 == find_balanced('test(', 0)\n assert 3 == find_balanced('test(', 3)\n\n def test_not_balanced(self):\n \"\"\" Separators are not balanced.\n \"\"\"\n from wheezy.template.utils import find_balanced\n assert 4 == find_balanced('test(a, b', 4)\n assert 4 == find_balanced('test(a, b()', 4)\n\n def test_balanced(self):\n \"\"\" Separators are balanced.\n \"\"\"\n from wheezy.template.utils import find_balanced\n assert 10 == find_balanced('test(a, b)', 4)\n assert 12 == find_balanced('test(a, b())', 4)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 2\n Unmatched closing bracket ')' at line 22\n Unmatched closing bracket ')' at line 23\n Unmatched closing bracket ')' at line 30\n Unclosed '(' at line 57 - expected ')'\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 2\n Add closing ')' bracket\n Add closing ')' bracket"}]
| false
| null | null | null |
5d27ee1b746e920a8fbbde21e0ae74440138e1ce
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding:utf-8 -*- # /usr/bin/env python def macro_cons_gold_volume(): """ 全球最大黄金ETF—SPDR Gold Trust持仓报告, 数据区间从20041118-至今 :return: pandas.Series 2004-11-18 8.09 2004-11-19 57.85 2004-11-22 87.09 2004-11-23 87.09 2004-11-24 96.42 ... 2019-10-20 924.64 2019-10-21 924.64 2019-10-22 919.66 2019-10-23 918.48 2019-10-24 918.48 """ t = time.time() res = requests.get( JS_CONS_GOLD_ETF_URL.format( str(int(round(t * 1000))), str(int(round(t * 1000)) + 90) ) ) json_data = json.loads(res.text[res.text.find("{"): res.text.rfind("}") + 1]) date_list = [item["date"] for item in json_data["list"]] value_list = [item["datas"]["黄金"] for item in json_data["list"]] value_df = pd.DataFrame(value_list) value_df.columns = json_data["kinds"] value_df.index = pd.to_datetime(date_list) temp_df = value_df["总库存(吨)"] url = "https://datacenter-api.jin10.com/reports/list_v2" params = { "max_date": "", "category": "etf", "attr_id": "1", "_": str(int(round(t * 1000))), } headers = { "accept": "*/*", "accept-encoding": "gzip, deflate, br", "accept-language": "zh-CN,zh;q=0.9,en;q=0.8", "cache-control": "no-cache", "origin": "https://datacenter.jin10.com", "pragma": "no-cache", "referer": "https://datacenter.jin10.com/reportType/dc_usa_michigan_consumer_sentiment", "sec-fetch-dest": "empty", "sec-fetch-mode": "cors", "sec-fetch-site": "same-site", "user-agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3987.149 Safari/537.36", "x-app-id": "rU6QIu7JHe2gOUeR", "x-csrf-token": "", "x-version": "1.0.0", } r = requests.get(url, params=params, headers=headers) temp_se = pd.DataFrame(r.json()["data"]["values"]).iloc[:, :2] temp_se.index = pd.to_datetime(temp_se.iloc[:, 0]) temp_se = temp_se.iloc[:, 1] temp_df = temp_df.append(temp_se) temp_df.dropna(inplace=True) temp_df.sort_index(inplace=True) temp_df = temp_df.reset_index() temp_df.drop_duplicates(subset="index", keep="last", inplace=True) temp_df.set_index("index", inplace=True) temp_df = temp_df.squeeze() temp_df.index.name = None temp_df.name = "gold_volume" temp_df = temp_df.astype(float) return temp_df ... [8 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 4 Unmatched closing bracket ')' at line 25 Unmatched closing bracket '}' at line 25 Unmatched closing bracket ']' at line 25 ⚠️ Warnings: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 💡 Suggestions: Complete the expression on the last line Add closing quote at line 4 Add closing ']' bracket
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 1
| 0
| 2,563
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding:utf-8 -*-\n# /usr/bin/env python\ndef macro_cons_gold_volume():\n \"\"\"\n \u5168\u7403\u6700\u5927\u9ec4\u91d1ETF\u2014SPDR Gold Trust\u6301\u4ed3\u62a5\u544a, \u6570\u636e\u533a\u95f4\u4ece20041118-\u81f3\u4eca\n :return: pandas.Series\n 2004-11-18 8.09\n 2004-11-19 57.85\n 2004-11-22 87.09\n 2004-11-23 87.09\n 2004-11-24 96.42\n ...\n 2019-10-20 924.64\n 2019-10-21 924.64\n 2019-10-22 919.66\n 2019-10-23 918.48\n 2019-10-24 918.48\n \"\"\"\n t = time.time()\n res = requests.get(\n JS_CONS_GOLD_ETF_URL.format(\n str(int(round(t * 1000))), str(int(round(t * 1000)) + 90)\n )\n )\n json_data = json.loads(res.text[res.text.find(\"{\"): res.text.rfind(\"}\") + 1])\n date_list = [item[\"date\"] for item in json_data[\"list\"]]\n value_list = [item[\"datas\"][\"\u9ec4\u91d1\"] for item in json_data[\"list\"]]\n value_df = pd.DataFrame(value_list)\n value_df.columns = json_data[\"kinds\"]\n value_df.index = pd.to_datetime(date_list)\n temp_df = value_df[\"\u603b\u5e93\u5b58(\u5428)\"]\n url = \"https://datacenter-api.jin10.com/reports/list_v2\"\n params = {\n \"max_date\": \"\",\n \"category\": \"etf\",\n \"attr_id\": \"1\",\n \"_\": str(int(round(t * 1000))),\n }\n headers = {\n \"accept\": \"*/*\",\n \"accept-encoding\": \"gzip, deflate, br\",\n \"accept-language\": \"zh-CN,zh;q=0.9,en;q=0.8\",\n \"cache-control\": \"no-cache\",\n \"origin\": \"https://datacenter.jin10.com\",\n \"pragma\": \"no-cache\",\n \"referer\": \"https://datacenter.jin10.com/reportType/dc_usa_michigan_consumer_sentiment\",\n \"sec-fetch-dest\": \"empty\",\n \"sec-fetch-mode\": \"cors\",\n \"sec-fetch-site\": \"same-site\",\n \"user-agent\": \"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3987.149 Safari/537.36\",\n \"x-app-id\": \"rU6QIu7JHe2gOUeR\",\n \"x-csrf-token\": \"\",\n \"x-version\": \"1.0.0\",\n }\n r = requests.get(url, params=params, headers=headers)\n temp_se = pd.DataFrame(r.json()[\"data\"][\"values\"]).iloc[:, :2]\n temp_se.index = pd.to_datetime(temp_se.iloc[:, 0])\n temp_se = temp_se.iloc[:, 1]\n temp_df = temp_df.append(temp_se)\n temp_df.dropna(inplace=True)\n temp_df.sort_index(inplace=True)\n temp_df = temp_df.reset_index()\n temp_df.drop_duplicates(subset=\"index\", keep=\"last\", inplace=True)\n temp_df.set_index(\"index\", inplace=True)\n temp_df = temp_df.squeeze()\n temp_df.index.name = None\n temp_df.name = \"gold_volume\"\n temp_df = temp_df.astype(float)\n return temp_df\n\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 4\n Unmatched closing bracket ')' at line 25\n Unmatched closing bracket '}' at line 25\n Unmatched closing bracket ']' at line 25\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 4\n Add closing ']' bracket"}]
| false
| null | null | null |
5d28c827c798225b6b2063067a58a432acbd8766
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: ############################################################################## # Written by: Cachen Chen <cachen@novell.com> # Date: 08/06/2008 # Description: Application wrapper for scrollbar.py # Used by the scrollbar-*.py tests ##############################################################################$ 'Application wrapper for scrollbar' from strongwind import * from os.path import exists from sys import path def launchScrollBar(exe=None): 'Launch ScrollBar with accessibility enabled and return a scrollbar object. Log an error and return None if something goes wrong' if exe is None: # make sure we can find the sample application harness_dir = path[0] i = harness_dir.rfind("/") j = harness_dir[:i].rfind("/") uiaqa_path = harness_dir[:j] if uiaqa_path is None: raise IOError, "When launching an application you must provide the "\ "full path or set the\nUIAQA_HOME environment "\ "variable." exe = '%s/samples/winforms/scrollbar.py' % uiaqa_path if not os.path.exists(exe): raise IOError, "%s does not exist" % exe args = [exe] (app, subproc) = cache.launchApplication(args=args, name='ipy', wait=config.LONG_DELAY) scrollbar = ScrollBar(app, subproc) cache.addApplication(scrollbar) scrollbar.scrollBarFrame.app = scrollbar return scrollbar # class to represent the application class ScrollBar(accessibles.Application): #checkShowing=False def __init__(self, accessible, subproc=None): 'Get a reference to the scrollBar window' super(ScrollBar, self).__init__(accessible, subproc) self.findFrame(re.compile('^ScrollBar control'), logName='Scroll Bar')
|
Code Review: ❌ Critical issues: Invalid syntax at line 26: raise IOError, "When launching an application you must provide the "\ ⚠️ Code quality: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 31 Unexpected indentation at line 34 Unexpected indentation at line 50 Unexpected indentation at line 52 Unexpected indentation at line 53 ✨ Improvements: Review syntax near the error location
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 2
| 1
| 1,811
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\n##############################################################################\n# Written by: Cachen Chen <cachen@novell.com>\n# Date: 08/06/2008\n# Description: Application wrapper for scrollbar.py\n# Used by the scrollbar-*.py tests\n##############################################################################$\n\n'Application wrapper for scrollbar'\n\nfrom strongwind import *\n\nfrom os.path import exists\nfrom sys import path\n\ndef launchScrollBar(exe=None):\n 'Launch ScrollBar with accessibility enabled and return a scrollbar object. Log an error and return None if something goes wrong'\n\n if exe is None:\n # make sure we can find the sample application\n harness_dir = path[0]\n i = harness_dir.rfind(\"/\")\n j = harness_dir[:i].rfind(\"/\")\n uiaqa_path = harness_dir[:j]\n if uiaqa_path is None:\n raise IOError, \"When launching an application you must provide the \"\\\n \"full path or set the\\nUIAQA_HOME environment \"\\\n \"variable.\"\n\n exe = '%s/samples/winforms/scrollbar.py' % uiaqa_path\n \n if not os.path.exists(exe):\n raise IOError, \"%s does not exist\" % exe\n \n args = [exe]\n\n (app, subproc) = cache.launchApplication(args=args, name='ipy', wait=config.LONG_DELAY)\n\n scrollbar = ScrollBar(app, subproc)\n\n cache.addApplication(scrollbar)\n\n scrollbar.scrollBarFrame.app = scrollbar\n\n return scrollbar\n\n# class to represent the application\nclass ScrollBar(accessibles.Application):\n #checkShowing=False\n def __init__(self, accessible, subproc=None): \n 'Get a reference to the scrollBar window'\n super(ScrollBar, self).__init__(accessible, subproc)\n \n self.findFrame(re.compile('^ScrollBar control'), logName='Scroll Bar')"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Invalid syntax at line 26: raise IOError, \"When launching an application you must provide the \"\\\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 31\n Unexpected indentation at line 34\n Unexpected indentation at line 50\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n\n\u2728 Improvements:\n Review syntax near the error location"}]
| false
| null | null | null |
5d29262ef748030566b97eaf9b5c7c914c6c44fd
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import json from os import path from tweepy import OAuthHandler, Stream from tweepy.streaming import StreamListener from sqlalchemy.orm.exc import NoResultFound from database import session, Tweet, Hashtag, User def save_tweets(): directory = _get_dir_absolute_path() filepath = path.join(directory, "tweets.json") listener = DatabaseListener(number_tweets_to_save = 1000, filepath=filepath) stream = Stream(auth, listener) languages = ("en",) try: stream.sample(languages = languages) except KeyboardInterrupt: listener.file.close() class DatabaseListener(StreamListener): def __init__(self, number_tweets_to_save, filepath = None): self._final_count = number_tweets_to_save self._current_count = 0 if filepath is None: filepath = "tweets.txt" self.file = open(filepath,"w") #Slightly dangerous due to circular references>> def __del__(self): self.file.close() def on_data(self, raw_data): data = json.loads(raw_data) json.dump(raw_data, self.file) self.file.write("\n") if "in_reply_to_status_id" in data: return self.on_status(data) def on_status(self, data): #this method is define in this file save_to_database(data) self._current_count += 1 print("status count: {}".format(self._current_count)) if self._current_count >= self._final_count: return False def create_user_helper(user_data): #alias to shorten calls u = user_data user = user(uid = u["id_str"], name = u["name"], screen_name = u["screen_name"], created_at = u["created_at"], description = u.get("description"), followers_count = u["followers_count"], statuses_count = u["statuses_count"], favourites_count = u["favourites_count"], listed_count = u["listed_count"], geo_enabled = u["geo_enabled"], lang = u.get("lang")) return user ... [2 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 71: ... [2 more functiondefs truncated] ... Fixes: • Complete the expression on the last line • Review syntax near the error location
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 6
| 1
| 2,155
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport json\nfrom os import path\n\nfrom tweepy import OAuthHandler, Stream\nfrom tweepy.streaming import StreamListener\n\nfrom sqlalchemy.orm.exc import NoResultFound\n\nfrom database import session, Tweet, Hashtag, User\n\ndef save_tweets():\n directory = _get_dir_absolute_path()\n filepath = path.join(directory, \"tweets.json\")\n \n listener = DatabaseListener(number_tweets_to_save = 1000, filepath=filepath)\n \n stream = Stream(auth, listener)\n languages = (\"en\",)\n try:\n stream.sample(languages = languages)\n except KeyboardInterrupt:\n listener.file.close()\n\n\nclass DatabaseListener(StreamListener):\n def __init__(self, number_tweets_to_save, filepath = None):\n self._final_count = number_tweets_to_save\n self._current_count = 0\n if filepath is None:\n filepath = \"tweets.txt\"\n self.file = open(filepath,\"w\")\n\n#Slightly dangerous due to circular references>>\n def __del__(self):\n self.file.close()\n\n def on_data(self, raw_data):\n data = json.loads(raw_data)\n json.dump(raw_data, self.file)\n self.file.write(\"\\n\")\n if \"in_reply_to_status_id\" in data:\n return self.on_status(data)\n\n def on_status(self, data):\n #this method is define in this file\n save_to_database(data)\n\n self._current_count += 1\n print(\"status count: {}\".format(self._current_count))\n if self._current_count >= self._final_count:\n return False\n\ndef create_user_helper(user_data):\n #alias to shorten calls\n u = user_data\n user = user(uid = u[\"id_str\"],\n name = u[\"name\"],\n screen_name = u[\"screen_name\"],\n created_at = u[\"created_at\"],\n description = u.get(\"description\"),\n followers_count = u[\"followers_count\"],\n statuses_count = u[\"statuses_count\"],\n favourites_count = u[\"favourites_count\"],\n listed_count = u[\"listed_count\"],\n geo_enabled = u[\"geo_enabled\"],\n lang = u.get(\"lang\"))\n return user\n\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 Invalid syntax at line 71: ... [2 more functiondefs truncated] ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
5d2a93367402f8cedeb2edebdd44e28110111fbf
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from flask import render_template, jsonify from app import app import random @app.route('/') @app.route('/index') def index(): # Feature flags init goes here! # # noinspection PyDictCreation flags = { "welcome_text": "welcome to my python FF tutorial!" } # Flag goes here! # flags["alternate_homescreen"] = False return render_template( 'index.html', **flags, title='Home' ) @app.route('/map') def map(): return render_template('map.html', title='Map') @app.route('/map/refresh', methods=['POST']) def map_refresh(): points = [(random.uniform(48.8434100, 48.8634100), random.uniform(2.3388000, 2.3588000)) for _ in range(random.randint(2, 9))] return jsonify({'points': points}) @app.route('/contact') def contact(): return render_template('contact.html', title='Contact')
|
Code Review: ⚠️ Code quality: 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 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 4
| 0
| 907
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom flask import render_template, jsonify\nfrom app import app\nimport random\n\n\n\n@app.route('/')\n@app.route('/index')\ndef index():\n # Feature flags init goes here!\n\n #\n\n # noinspection PyDictCreation\n flags = {\n \"welcome_text\": \"welcome to my python FF tutorial!\"\n }\n # Flag goes here!\n \n #\n\n flags[\"alternate_homescreen\"] = False\n return render_template(\n 'index.html',\n **flags,\n title='Home'\n )\n\n\n@app.route('/map')\ndef map():\n return render_template('map.html', title='Map')\n\n\n@app.route('/map/refresh', methods=['POST'])\ndef map_refresh():\n points = [(random.uniform(48.8434100, 48.8634100),\n random.uniform(2.3388000, 2.3588000))\n for _ in range(random.randint(2, 9))]\n return jsonify({'points': points})\n\n\n@app.route('/contact')\ndef contact():\n return render_template('contact.html', title='Contact')"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\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 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40"}]
| false
| null | null | null |
5d2b1bb602059e1df9b567f6022d9d62a73d9127
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # encoding: utf-8 ''' @author: yangsen @license: @contact: @software: @file: numpy_mat.py @time: 18-8-25 下午9:56 @desc: ''' import numpy as np a = np.arange(9).reshape(3,3)
|
# 行 a[1] a[[1,2]] a[np.array([1,2])] # 列 a[:,1] a[:,[1,2]] a[:,np.array([1,2])]
|
intermediate
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 254
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# encoding: utf-8\n'''\n@author: yangsen\n@license:\n@contact:\n@software:\n@file: numpy_mat.py\n@time: 18-8-25 \u4e0b\u53489:56\n@desc:\n'''\nimport numpy as np\na = np.arange(9).reshape(3,3)"}, {"role": "assistant", "content": "\n\n# \u884c\na[1]\na[[1,2]]\na[np.array([1,2])]\n\n# \u5217\na[:,1]\na[:,[1,2]]\na[:,np.array([1,2])]"}]
| false
| null | null | null |
5d2e7fe7c422e728c2698140a25e0895a9bb3030
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import copy from typing import Callable, Dict, List, Optional import torch import torch.nn as nn import torch.optim as optim from ai_traineree import DEVICE from ai_traineree.agents import AgentBase from ai_traineree.agents.agent_utils import soft_update from ai_traineree.buffers import NStepBuffer, PERBuffer from ai_traineree.buffers.buffer_factory import BufferFactory from ai_traineree.loggers import DataLogger from ai_traineree.networks.heads import RainbowNet from ai_traineree.types import ActionType, AgentState, BufferState, DoneType, NetworkState, ObsType, RewardType from ai_traineree.types.dataspace import DataSpace from ai_traineree.utils import to_numbers_seq, to_tensor class RainbowAgent(AgentBase): """Rainbow agent as described in [1]. Rainbow is a DQN agent with some improvments that were suggested before 2017. As mentioned by the authors it's not exhaustive improvment but all changes are in relatively separate areas so their connection makes sense. These improvements are: * Priority Experience Replay * Multi-step Error: SyntaxError / EOF
|
Fixed Code: import copy from typing import Callable, Dict, List, Optional import torch import torch.nn as nn import torch.optim as optim from ai_traineree import DEVICE from ai_traineree.agents import AgentBase from ai_traineree.agents.agent_utils import soft_update from ai_traineree.buffers import NStepBuffer, PERBuffer from ai_traineree.buffers.buffer_factory import BufferFactory from ai_traineree.loggers import DataLogger from ai_traineree.networks.heads import RainbowNet from ai_traineree.types import ActionType, AgentState, BufferState, DoneType, NetworkState, ObsType, RewardType from ai_traineree.types.dataspace import DataSpace from ai_traineree.utils import to_numbers_seq, to_tensor class RainbowAgent(AgentBase): Explanation: Complete the truncated code structure
|
advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 1
| 1,070
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport copy\nfrom typing import Callable, Dict, List, Optional\n\nimport torch\nimport torch.nn as nn\nimport torch.optim as optim\n\nfrom ai_traineree import DEVICE\nfrom ai_traineree.agents import AgentBase\nfrom ai_traineree.agents.agent_utils import soft_update\nfrom ai_traineree.buffers import NStepBuffer, PERBuffer\nfrom ai_traineree.buffers.buffer_factory import BufferFactory\nfrom ai_traineree.loggers import DataLogger\nfrom ai_traineree.networks.heads import RainbowNet\nfrom ai_traineree.types import ActionType, AgentState, BufferState, DoneType, NetworkState, ObsType, RewardType\nfrom ai_traineree.types.dataspace import DataSpace\nfrom ai_traineree.utils import to_numbers_seq, to_tensor\n\n\nclass RainbowAgent(AgentBase):\n \"\"\"Rainbow agent as described in [1].\n\n Rainbow is a DQN agent with some improvments that were suggested before 2017.\n As mentioned by the authors it's not exhaustive improvment but all changes are in\n relatively separate areas so their connection makes sense. These improvements are:\n * Priority Experience Replay\n * Multi-step\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport copy\nfrom typing import Callable, Dict, List, Optional\n\nimport torch\nimport torch.nn as nn\nimport torch.optim as optim\n\nfrom ai_traineree import DEVICE\nfrom ai_traineree.agents import AgentBase\nfrom ai_traineree.agents.agent_utils import soft_update\nfrom ai_traineree.buffers import NStepBuffer, PERBuffer\nfrom ai_traineree.buffers.buffer_factory import BufferFactory\nfrom ai_traineree.loggers import DataLogger\nfrom ai_traineree.networks.heads import RainbowNet\nfrom ai_traineree.types import ActionType, AgentState, BufferState, DoneType, NetworkState, ObsType, RewardType\nfrom ai_traineree.types.dataspace import DataSpace\nfrom ai_traineree.utils import to_numbers_seq, to_tensor\n\n\nclass RainbowAgent(AgentBase):\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d2ea06d1190699ab0cefe6b4179c68d747feca4
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from pycu.nvvm import (get_libdevice, ir_version, version, add_module_to_program, compile_program, class NVVMPtr: # #key: arch associated with libdevice (None indicates libdevice is not arch specific) # #value: libdevice source # libdevice = {} # #key:given arch # #value: closest available arch found # searched_arch = {} def __init__(self, handle, arch = 20): self.get_libdevice(arch) self.handle = handle def get_libdevice(self, arch = 20): return get_libdevice(arch) # libdevice = self.libdevice.get(arch, None) # if libdevice is None: # #note: use False instead of None in searched_arch.get when indicating failure to prevent getting None key from libdevice (libdevice with no "compute_" is stored under None key) # libdevice = self.libdevice.get(self.searched_arch.get(arch, False), None) # if libdevice is None: # found_arch, libdevice = next(iter(get_libdevice(arch).items())) # self.searched_arch[arch] = found_arch # self.libdevice[arch] = libdevice # return libdevice def get_version(self): return version() def get_ir_version(self): return ir_version() def add_module(self, buff, name = "<unnamed>"): if isinstance(buff, str): buff = buff.encode('utf8') if isinstance(name, str): name = name.encode('utf8') size = len(buff) add_module_to_program(self.handle, buff, size, name) ... [4 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unclosed '(' at line 1 - expected ')' SyntaxError: '(' was never closed at line 1 ⚠️ Code quality: Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 37 Unexpected indentation at line 39 ✨ Improvements: Complete the expression on the last line Add closing ')' bracket Review code syntax
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 5
| 1
| 1,403
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom pycu.nvvm import (get_libdevice, ir_version, version, add_module_to_program, compile_program,\nclass NVVMPtr:\n\t# #key: arch associated with libdevice (None indicates libdevice is not arch specific)\n\t# #value: libdevice source\n\t# libdevice = {}\n\n\t# #key:given arch\n\t# #value: closest available arch found\n\t# searched_arch = {}\n\n\tdef __init__(self, handle, arch = 20):\n\t\tself.get_libdevice(arch)\n\n\t\tself.handle = handle\n\n\tdef get_libdevice(self, arch = 20):\n\t\treturn get_libdevice(arch)\n\t\t# libdevice = self.libdevice.get(arch, None)\n\t\t# if libdevice is None:\n\t\t# \t#note: use False instead of None in searched_arch.get when indicating failure to prevent getting None key from libdevice (libdevice with no \"compute_\" is stored under None key)\n\t\t# \tlibdevice = self.libdevice.get(self.searched_arch.get(arch, False), None)\n\t\t# if libdevice is None:\n\t\t# \tfound_arch, libdevice = next(iter(get_libdevice(arch).items()))\n\t\t# \tself.searched_arch[arch] = found_arch\n\t\t# \tself.libdevice[arch] = libdevice\n\t\t# return libdevice\n\n\tdef get_version(self):\n\t\treturn version()\n\n\tdef get_ir_version(self):\n\t\treturn ir_version()\n\n\tdef add_module(self, buff, name = \"<unnamed>\"):\n\t\tif isinstance(buff, str):\n\t\t\tbuff = buff.encode('utf8')\n\t\tif isinstance(name, str):\n\t\t\tname = name.encode('utf8')\n\t\tsize = len(buff)\n\n\t\tadd_module_to_program(self.handle, buff, size, name)\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unclosed '(' at line 1 - expected ')'\n SyntaxError: '(' was never closed at line 1\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 37\n Unexpected indentation at line 39\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
5d2fb89dd83715259f4676be3c051b02287f606c
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright (c) 2022, itsdve GmbH and Contributors # See license.txt # import frappe import unittest class TestFieldserviceSettings(unittest.TestCase): pass
|
Code analysis results: 💡 Suggestions: Add docstring to class 'TestFieldserviceSettings' No critical issues found Consider adding unit tests Add inline comments for complex logic
|
beginner
|
testing
|
debugging
|
Pythoncode:Python
| 0
| 1
| 160
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright (c) 2022, itsdve GmbH and Contributors\n# See license.txt\n\n# import frappe\nimport unittest\n\nclass TestFieldserviceSettings(unittest.TestCase):\n\tpass"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'TestFieldserviceSettings'\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
5d314e81984e8fdd23c8fa9711722c873d27574a
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- """ Created on Sun Nov 21 14:51:01 2021 @author: 75638 """ import pandas as pd import numpy as np pd.set_option('display.max_columns', None) pd.set_option('display.width', 10000) def process_data(path1,path2): ''' 1.path1: file path of different factor 2.path2:file path of SP500members 3.remove anomalies 4.normalized data 5.fill NaN with 0 ''' #read factor.xlsx factor=pd.read_excel(path1,index_col=0) #remove anomalies which is greater than median+5*std or less than median-s*std for date in factor: median=factor[date].quantile(0.5) std=factor[date].std() min=median-5*std max=median+5*std factor[date]=factor[date].clip(min,max) #normalize data for date in factor: mean=factor[date].mean() std=factor[date].std() factor[date]=(factor[date]-mean)/std # fill NAN for date in factor: median=factor[date].quantile(0.5) factor.fillna(median,inplace=True) #read SP500 member datas member=pd.read_excel(path2,index_col=0) #merge industry data factor=pd.merge(member,factor,left_index=True,right_index=True) # save processed data factor.to_csv('C:\\Users\\75638\\OneDrive - UW\\Desktop\\703project\\data\\volatility.csv') def remove_dates(data): columns = [] for i in data: if '20' in i: columns.append(i[:7]) else: columns.append(i) data.columns = columns return data def Seasonal_data_fill(path): data = pd.read_csv('{}'.format(path)) order = 2 for j in data: if '20' in j: year = j.split('/')[2] month = j.split('/')[0] month =(int)(month) time_1 = year + '-' +str(month+1) time_2 = year + '-' +str(month+2) data.insert(order+1, '{}'.format(time_1), np.nan) data.insert(order+2, '{}'.format(time_2), np.nan) order += 3 temp = data.iloc[:,:2] data = data.iloc[:,2:] data = data.ffill(axis = 1) data = pd.concat([temp, data], axis = 1) data.columns = remove_dates(pd.read_csv('PE.csv')).columns data = data.set_index(data.columns[0]) return data.to_csv('New {}'.format(path)) if __name__ == '__main__': path1='C:\\Users\\75638\\OneDrive - UW\\Desktop\\703project\\original_data\\volatility.xlsx' path2='C:\\Users\\75638\\OneDrive - UW\\Desktop\\703project\\SP500\\SP500members.xlsx' data=process_data(path1,path2) ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation: data=process_data(path1,path2)
|
intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 3
| 0
| 2,602
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n\"\"\"\r\nCreated on Sun Nov 21 14:51:01 2021\r\n\r\n@author: 75638\r\n\"\"\"\r\nimport pandas as pd\r\nimport numpy as np\r\npd.set_option('display.max_columns', None)\r\npd.set_option('display.width', 10000)\r\ndef process_data(path1,path2):\r\n '''\r\n 1.path1: file path of different factor\r\n 2.path2:file path of SP500members\r\n 3.remove anomalies\r\n 4.normalized data\r\n 5.fill NaN with 0\r\n '''\r\n #read factor.xlsx\r\n factor=pd.read_excel(path1,index_col=0) \r\n #remove anomalies which is greater than median+5*std or less than median-s*std\r\n for date in factor:\r\n median=factor[date].quantile(0.5)\r\n std=factor[date].std()\r\n min=median-5*std\r\n max=median+5*std \r\n factor[date]=factor[date].clip(min,max)\r\n #normalize data\r\n for date in factor:\r\n mean=factor[date].mean()\r\n std=factor[date].std()\r\n factor[date]=(factor[date]-mean)/std\r\n # fill NAN \r\n for date in factor:\r\n median=factor[date].quantile(0.5)\r\n factor.fillna(median,inplace=True)\r\n #read SP500 member datas\r\n member=pd.read_excel(path2,index_col=0)\r\n #merge industry data\r\n factor=pd.merge(member,factor,left_index=True,right_index=True)\r\n # save processed data\r\n factor.to_csv('C:\\\\Users\\\\75638\\\\OneDrive - UW\\\\Desktop\\\\703project\\\\data\\\\volatility.csv')\r\ndef remove_dates(data):\r\n columns = []\r\n for i in data:\r\n if '20' in i:\r\n columns.append(i[:7])\r\n else:\r\n columns.append(i)\r\n data.columns = columns \r\n return data\r\n\r\ndef Seasonal_data_fill(path):\r\n data = pd.read_csv('{}'.format(path))\r\n order = 2\r\n for j in data:\r\n if '20' in j:\r\n year = j.split('/')[2]\r\n month = j.split('/')[0]\r\n month =(int)(month)\r\n time_1 = year + '-' +str(month+1)\r\n time_2 = year + '-' +str(month+2)\r\n data.insert(order+1, '{}'.format(time_1), np.nan)\r\n data.insert(order+2, '{}'.format(time_2), np.nan)\r\n order += 3\r\n temp = data.iloc[:,:2]\r\n data = data.iloc[:,2:]\r\n data = data.ffill(axis = 1)\r\n data = pd.concat([temp, data], axis = 1)\r\n data.columns = remove_dates(pd.read_csv('PE.csv')).columns\r\n data = data.set_index(data.columns[0])\r\n\r\n return data.to_csv('New {}'.format(path))\r\n\r\nif __name__ == '__main__':\r\n path1='C:\\\\Users\\\\75638\\\\OneDrive - UW\\\\Desktop\\\\703project\\\\original_data\\\\volatility.xlsx'\r\n path2='C:\\\\Users\\\\75638\\\\OneDrive - UW\\\\Desktop\\\\703project\\\\SP500\\\\SP500members.xlsx'\r\n data=process_data(path1,path2)\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:\n data=process_data(path1,path2)"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
5d332a4a020a6faa75a8b1522601b2bced79121d
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import pytest from pathlib import Path from blendtorch import btt BLENDDIR = Path(__file__).parent/'blender' class MyEnv(btt.env.OpenAIRemoteEnv): def __init__(self, background=True, **kwargs): super().__init__(version='1.0.0') self.launch(scene=BLENDDIR/'env.blend', script=BLENDDIR / 'env.blend.py', background=background, **kwargs) # For Blender 2.9 if we pass scene='', the tests below fail since # _env_post_step() is not called. Its unclear currently why this happens. def _run_remote_env(background): env = MyEnv(background=background) obs = env.reset() assert obs == 0. obs, reward, done, info = env.step(0.1) assert obs == pytest.approx(0.1) # Complete this line assert not done assert info['count'] == 2 # 1 is already set by reset() obs, reward, done, info = env.step(0.6) assert obs == pytest.approx(0.6) assert reward == 1. assert not done assert info['count'] == 3 for _ in range(8): obs, reward, done, info = env.step(0.6) assert done obs = env.reset() assert obs == 0. obs, reward, done, info = env.step(0.1) assert obs == pytest.approx(0.1) assert reward == 0. assert not done assert info['count'] == 2 env.close() @pytest.mark.background def test_remote_env(): _run_remote_env(background=True) def test_remote_env_ui(): _run_remote_env(background=False)
|
The missing line is: assert reward == 0.
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 1
| 1,448
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport pytest\nfrom pathlib import Path\nfrom blendtorch import btt\n\nBLENDDIR = Path(__file__).parent/'blender'\n\n\nclass MyEnv(btt.env.OpenAIRemoteEnv):\n def __init__(self, background=True, **kwargs):\n super().__init__(version='1.0.0')\n self.launch(scene=BLENDDIR/'env.blend', script=BLENDDIR /\n 'env.blend.py', background=background, **kwargs)\n # For Blender 2.9 if we pass scene='', the tests below fail since\n # _env_post_step() is not called. Its unclear currently why this happens.\n\n\ndef _run_remote_env(background):\n env = MyEnv(background=background)\n\n obs = env.reset()\n assert obs == 0.\n obs, reward, done, info = env.step(0.1)\n assert obs == pytest.approx(0.1)\n # Complete this line\n assert not done\n assert info['count'] == 2 # 1 is already set by reset()\n obs, reward, done, info = env.step(0.6)\n assert obs == pytest.approx(0.6)\n assert reward == 1.\n assert not done\n assert info['count'] == 3\n for _ in range(8):\n obs, reward, done, info = env.step(0.6)\n assert done\n\n obs = env.reset()\n assert obs == 0.\n obs, reward, done, info = env.step(0.1)\n assert obs == pytest.approx(0.1)\n assert reward == 0.\n assert not done\n assert info['count'] == 2\n\n env.close()\n\n\n@pytest.mark.background\ndef test_remote_env():\n _run_remote_env(background=True)\n\n\ndef test_remote_env_ui():\n _run_remote_env(background=False)"}, {"role": "assistant", "content": "The missing line is:\n assert reward == 0."}]
| false
| null | null | null |
5d33f0625c53288d64064188bcbc357613405301
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2020 Google LLC. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions # are met: # # 1. Redistributions of source code must retain the above copyright notice, # this list of conditions and the following disclaimer. # # 2. Redistributions in binary form must reproduce the above copyright # notice, this list of conditions and the following disclaimer in the # documentation and/or other materials provided with the distribution. # # 3. Neither the name of the copyright holder nor the names of its # contributors may be used to endorse or promote products derived from this # software without specific prior written permission. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" # AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE # IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE # ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE # LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR # CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF # SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS # INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN # CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) # ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE # POSSIBILITY OF SUCH DAMAGE. def read_sharded_runtime_tsvs(path_string: str) -> pd.DataFrame: """Imports data from a single or sharded path into a pandas dataframe. Args: path_string: The path to the input file, which may be sharded. Returns: A dataframe matching the TSV file(s) but with added Task column. """ if sharded_file_utils.is_sharded_file_spec(path_string): paths = sharded_file_utils.generate_sharded_filenames(path_string) else: paths = [path_string] list_of_dataframes = [] for i, path in enumerate(paths): if path.startswith('gs://'): # Once pandas is updated to 0.24+, pd.read_csv will work for gs:// # without this workaround. with tf.io.gfile.GFile(path) as f: d = pd.read_csv(f, sep='\t') else: d = pd.read_csv(path, sep='\t') d['Task'] = i list_of_dataframes.append(d) return pd.concat(list_of_dataframes, axis=0, ignore_index=True) ... [17 more functiondefs truncated] ...
|
Functions: read_sharded_runtime_tsvs This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 2,481
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2020 Google LLC.\n#\n# Redistribution and use in source and binary forms, with or without\n# modification, are permitted provided that the following conditions\n# are met:\n#\n# 1. Redistributions of source code must retain the above copyright notice,\n# this list of conditions and the following disclaimer.\n#\n# 2. Redistributions in binary form must reproduce the above copyright\n# notice, this list of conditions and the following disclaimer in the\n# documentation and/or other materials provided with the distribution.\n#\n# 3. Neither the name of the copyright holder nor the names of its\n# contributors may be used to endorse or promote products derived from this\n# software without specific prior written permission.\n#\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE\n# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE\n# POSSIBILITY OF SUCH DAMAGE.\ndef read_sharded_runtime_tsvs(path_string: str) -> pd.DataFrame:\n \"\"\"Imports data from a single or sharded path into a pandas dataframe.\n\n Args:\n path_string: The path to the input file, which may be sharded.\n\n Returns:\n A dataframe matching the TSV file(s) but with added Task column.\n \"\"\"\n if sharded_file_utils.is_sharded_file_spec(path_string):\n paths = sharded_file_utils.generate_sharded_filenames(path_string)\n else:\n paths = [path_string]\n list_of_dataframes = []\n for i, path in enumerate(paths):\n if path.startswith('gs://'):\n # Once pandas is updated to 0.24+, pd.read_csv will work for gs://\n # without this workaround.\n with tf.io.gfile.GFile(path) as f:\n d = pd.read_csv(f, sep='\\t')\n else:\n d = pd.read_csv(path, sep='\\t')\n d['Task'] = i\n list_of_dataframes.append(d)\n\n return pd.concat(list_of_dataframes, axis=0, ignore_index=True)\n\n\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: read_sharded_runtime_tsvs\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d36081f930dd6c0a745b46f1b5a299e738d247f
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import sys import Error: SyntaxError / EOF
|
Fixed Code: import sys import unittest from dynd import nd, ndt Explanation: Complete the truncated code structure
|
beginner
|
testing
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 18
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport sys\nimport \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport sys\nimport unittest\nfrom dynd import nd, ndt\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d36d6dbf217342990cb49eda55af38f42824619
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: from typing import Union, Iterable, List import numpy as np import pandas as pd from ..models._transformer import _ArrayTransformer, _MultiArrayTransformer class _DataFrameTransformer(_ArrayTransformer): '''`_ArrayTransformer` wrapper for `pandas.DataFrame`. ''' def __init__(self): super().__init__() def fit(self, X : pd.DataFrame, axis : Union[int, Iterable[int + 1]] = 0): if not isinstance(X, pd.DataFrame): raise ValueError('This interface is for `pandas.DataFrame` only') if isinstance(axis, list): axis = axis[0] # Set sample and feature index if axis == 0: self.index_samples = X.index self.index_features = X.columns elif axis == 1: self.index_samples = X.columns self.index_features = X.index else: raise ValueError('axis must be either 0 or 1') # Fit the data try: super().fit(X=X.values, axis=axis) except AttributeError: err_msg = 'weights must be of type {:}.'.format(repr(pd.DataFrame)) raise TypeError(err_msg) return self def transform(self, X : pd.DataFrame) -> np.ndarray: try: return super().transform(X.values) except AttributeError: err_msg = 'weights must be of type {:}.'.format(repr(pd.DataFrame)) raise TypeError(err_msg) def fit_transform(self, X : pd.DataFrame, axis : int = 0) -> np.ndarray: return self.fit(X=X, axis=axis).transform(X) def transform_weights(self, weights : pd.DataFrame) -> np.ndarray: try: return super().transform_weights(weights.values) except AttributeError: return super().transform_weights(weights) def back_transform(self, X : np.ndarray) -> pd.DataFrame: df = super().back_transform(X) return pd.DataFrame( df, index=self.index_samples, columns=self.index_features ) def back_transform_eofs(self, X : np.ndarray) -> pd.DataFrame: eofs = super().back_transform_eofs(X) return pd.DataFrame( eofs, index=self.index_features, columns=range(1, eofs.shape[-1] + 1) ) def back_transform_pcs(self, X : np.ndarray) -> pd.DataFrame: pcs = super().back_transform_pcs(X) return pd.DataFrame( pcs, index=self.index_samples, columns=range(1, pcs.shape[-1] + 1) ) class _MultiDataFrameTransformer(_MultiArrayTransformer): 'Transform multiple 2D ``pd.DataFrame`` to a single 2D ``np.ndarry``.' def __init__(self): super().__init__() ... [7 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 16 Buggy code: def fit(self, X : pd.DataFrame, axis : Union[int, Iterable[int + 1]] = 0): Should be: def fit(self, X : pd.DataFrame, axis : Union[int, Iterable[int]] = 0): Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
advanced
|
database
|
logical_errors
|
Pythoncode:Python
| 9
| 2
| 2,779
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom typing import Union, Iterable, List\nimport numpy as np\nimport pandas as pd\n\nfrom ..models._transformer import _ArrayTransformer, _MultiArrayTransformer\n\n\nclass _DataFrameTransformer(_ArrayTransformer):\n '''`_ArrayTransformer` wrapper for `pandas.DataFrame`.\n\n '''\n\n def __init__(self):\n super().__init__()\n\n def fit(self, X : pd.DataFrame, axis : Union[int, Iterable[int + 1]] = 0):\n if not isinstance(X, pd.DataFrame):\n raise ValueError('This interface is for `pandas.DataFrame` only')\n if isinstance(axis, list):\n axis = axis[0]\n # Set sample and feature index\n if axis == 0:\n self.index_samples = X.index\n self.index_features = X.columns\n elif axis == 1:\n self.index_samples = X.columns\n self.index_features = X.index\n else:\n raise ValueError('axis must be either 0 or 1')\n # Fit the data\n try:\n super().fit(X=X.values, axis=axis)\n except AttributeError:\n err_msg = 'weights must be of type {:}.'.format(repr(pd.DataFrame))\n raise TypeError(err_msg)\n return self\n\n def transform(self, X : pd.DataFrame) -> np.ndarray:\n try:\n return super().transform(X.values)\n except AttributeError:\n err_msg = 'weights must be of type {:}.'.format(repr(pd.DataFrame))\n raise TypeError(err_msg)\n\n def fit_transform(self, X : pd.DataFrame, axis : int = 0) -> np.ndarray:\n return self.fit(X=X, axis=axis).transform(X)\n\n def transform_weights(self, weights : pd.DataFrame) -> np.ndarray:\n try:\n return super().transform_weights(weights.values)\n except AttributeError:\n return super().transform_weights(weights)\n\n def back_transform(self, X : np.ndarray) -> pd.DataFrame:\n df = super().back_transform(X)\n return pd.DataFrame(\n df,\n index=self.index_samples,\n columns=self.index_features\n )\n\n def back_transform_eofs(self, X : np.ndarray) -> pd.DataFrame:\n eofs = super().back_transform_eofs(X)\n return pd.DataFrame(\n eofs,\n index=self.index_features,\n columns=range(1, eofs.shape[-1] + 1)\n )\n\n def back_transform_pcs(self, X : np.ndarray) -> pd.DataFrame:\n pcs = super().back_transform_pcs(X)\n return pd.DataFrame(\n pcs,\n index=self.index_samples,\n columns=range(1, pcs.shape[-1] + 1)\n )\n\n\nclass _MultiDataFrameTransformer(_MultiArrayTransformer):\n 'Transform multiple 2D ``pd.DataFrame`` to a single 2D ``np.ndarry``.'\n def __init__(self):\n super().__init__()\n\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 16\n\n Buggy code:\n def fit(self, X : pd.DataFrame, axis : Union[int, Iterable[int + 1]] = 0):\n\n Should be:\n def fit(self, X : pd.DataFrame, axis : Union[int, Iterable[int]] = 0):\n\n Explanation: Classic off-by-one error - will cause wrong iteration or index access\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
5d373f0e4790917fc2d0b3ea420a4ad7a8c76024
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os import sys import lipd # import pythonAdapter, assumes in ../python-adapter/ tests_dir = os.path.dirname(os.path.realpath(__file__)) fc_dir = os.path.dirname(tests_dir) python_adapter_dir = os.path.join(fc_dir, "python-adapter") sys.path.append(python_adapter_dir) import adapter def fake_model(adapter): # check to see inside function print("\n---\nStart of the fake_model function\n---\n") # the parameters are handed to you by the adapter files = adapter.get_files() # use the parameters given by the adapter to get the binary data of the LiPD f
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 584
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport sys\nimport lipd\n\n# import pythonAdapter, assumes in ../python-adapter/\ntests_dir = os.path.dirname(os.path.realpath(__file__))\nfc_dir = os.path.dirname(tests_dir)\npython_adapter_dir = os.path.join(fc_dir, \"python-adapter\")\nsys.path.append(python_adapter_dir)\n\nimport adapter\n\n\ndef fake_model(adapter):\n # check to see inside function\n print(\"\\n---\\nStart of the fake_model function\\n---\\n\")\n\n # the parameters are handed to you by the adapter\n files = adapter.get_files()\n\n # use the parameters given by the adapter to get the binary data of the LiPD f"}, {"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
|
5d38d81bebcb78fdcd3ec6d9d6e334cd582c79d5
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from PIL import Image from PIL import ImageTk import tkinter as tki from tkinter import Toplevel, Scale import threading import datetime import cv2 import os import time import platform class TelloUI: """Wrapper class to enable the GUI.""" def __init__(self,tello,outputpath): """ Initial all the element of the GUI,support by Tkinter :param tello: class interacts with the Tello drone. Raises: RuntimeError: If the Tello rejects the attempt to enter command mode. """ self.tello = tello # videostream device self.outputPath = outputpath # the path that save pictures created by clicking the takeSnapshot button self.frame = None # frame read from h264decoder and used for pose recognition self.thread = None # thread of the Tkinter mainloop self.stopEvent = None # control variables self.distance = 0.1 # default distance for 'move' cmd self.degree = 30 # default degree for 'cw' or 'ccw' cmd # if the flag is TRUE,the auto-takeoff thread will stop waiting for the response from tello self.quit_waiting_flag = False # initialize the root window and image panel self.root = tki.Tk() self.panel = None # create buttons self.btn_snapshot = tki.Button(self.root, text="Snapshot!", command=self.takeSnapshot) self.btn_snapshot.pack(side="bottom", fill="both", expand="yes", padx=10, pady=5) self.btn_pause = tki.Button(self.root, text="Pause", relief="raised", command=self.pauseVideo) self.btn_pause.pack(side="bottom", fill="both", expand="yes", padx=10, pady=5) self.btn_landing = tki.Button( self.root, text="Open Command Panel", relief="raised", command=self.openCmdWindow) self.btn_landing.pack(side="bottom", fill="both", expand="yes", padx=10, pady=5) # start a thread that constantly pools the video sensor for # the most recently read frame self.stopEvent = threading.Event() self.thread = threading.Thread(target=self.videoLoop, args=()) self.thread.start() # set a callback to handle when the window is closed self.root.wm_title("TELLO Controller") self.root.wm_protocol("WM_DELETE_WINDOW", self.onClose) # the sending_command will send command to tello every 5 seconds self.sending_command_thread = threading.Thread(target = self._sendingCommand) ... [35 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 16 Invalid syntax at line 70: ... [35 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 17 Unexpected indentation at line 23 Unexpected indentation at line 26 Unexpected indentation at line 27 💡 Suggestions: Complete the expression on the last line Add closing quote at line 16 Review syntax near the error location
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 1
| 1
| 2,697
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom PIL import Image\nfrom PIL import ImageTk\nimport tkinter as tki\nfrom tkinter import Toplevel, Scale\nimport threading\nimport datetime\nimport cv2\nimport os\nimport time\nimport platform\n\nclass TelloUI:\n \"\"\"Wrapper class to enable the GUI.\"\"\"\n\n def __init__(self,tello,outputpath):\n \"\"\"\n Initial all the element of the GUI,support by Tkinter\n\n :param tello: class interacts with the Tello drone.\n\n Raises:\n RuntimeError: If the Tello rejects the attempt to enter command mode.\n \"\"\" \n\n self.tello = tello # videostream device\n self.outputPath = outputpath # the path that save pictures created by clicking the takeSnapshot button \n self.frame = None # frame read from h264decoder and used for pose recognition \n self.thread = None # thread of the Tkinter mainloop\n self.stopEvent = None \n \n # control variables\n self.distance = 0.1 # default distance for 'move' cmd\n self.degree = 30 # default degree for 'cw' or 'ccw' cmd\n\n # if the flag is TRUE,the auto-takeoff thread will stop waiting for the response from tello\n self.quit_waiting_flag = False\n \n # initialize the root window and image panel\n self.root = tki.Tk()\n self.panel = None\n\n # create buttons\n self.btn_snapshot = tki.Button(self.root, text=\"Snapshot!\",\n command=self.takeSnapshot)\n self.btn_snapshot.pack(side=\"bottom\", fill=\"both\",\n expand=\"yes\", padx=10, pady=5)\n\n self.btn_pause = tki.Button(self.root, text=\"Pause\", relief=\"raised\", command=self.pauseVideo)\n self.btn_pause.pack(side=\"bottom\", fill=\"both\",\n expand=\"yes\", padx=10, pady=5)\n\n self.btn_landing = tki.Button(\n self.root, text=\"Open Command Panel\", relief=\"raised\", command=self.openCmdWindow)\n self.btn_landing.pack(side=\"bottom\", fill=\"both\",\n expand=\"yes\", padx=10, pady=5)\n \n # start a thread that constantly pools the video sensor for\n # the most recently read frame\n self.stopEvent = threading.Event()\n self.thread = threading.Thread(target=self.videoLoop, args=())\n self.thread.start()\n\n # set a callback to handle when the window is closed\n self.root.wm_title(\"TELLO Controller\")\n self.root.wm_protocol(\"WM_DELETE_WINDOW\", self.onClose)\n\n # the sending_command will send command to tello every 5 seconds\n self.sending_command_thread = threading.Thread(target = self._sendingCommand)\n\n ... [35 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 16\n Invalid syntax at line 70: ... [35 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 17\n Unexpected indentation at line 23\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 16\n Review syntax near the error location"}]
| false
| null | null | null |
5d38e4a873930da8bc4504369cb7f1bca6894323
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import compas import compas_rhino from compas.datastructures impo
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Invalid syntax at line 3: from compas.datastructures impo Fix: Complete the truncated code structure
|
beginner
|
data_processing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 65
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport compas\nimport compas_rhino\nfrom compas.datastructures impo"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Invalid syntax at line 3: from compas.datastructures impo\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d3a6779a16e847e6ab8367c806b8cd0393b9b7c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Neural Networks Demystified # Part 1: Data + Architecture # # Supporting code for short YouTube series on artificial neural networks. # # Stephen Welch # @stephencwelch import numpy as np # X = (hours sleeping, hours studying), y = Score on test X = np.array(([3,5], [5,1], [10,2]), dtype=float) y = np.array(([75], [82], [93], dtype=float) # Normalize X = X/np.amax(X, axis=0) y = y/100 #Max test score is 100
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 13 - expected ')' • Invalid syntax at line 13: y = np.array(([75], [82], [93], dtype=float) Fix: Add missing ')' bracket at line 13
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 415
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Neural Networks Demystified\n# Part 1: Data + Architecture\n#\n# Supporting code for short YouTube series on artificial neural networks.\n#\n# Stephen Welch\n# @stephencwelch\n\nimport numpy as np\n\n# X = (hours sleeping, hours studying), y = Score on test\nX = np.array(([3,5], [5,1], [10,2]), dtype=float)\ny = np.array(([75], [82], [93], dtype=float)\n\n# Normalize\nX = X/np.amax(X, axis=0)\ny = y/100 #Max test score is 100"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 13 - expected ')'\n \u2022 Invalid syntax at line 13: y = np.array(([75], [82], [93], dtype=float)\n\n\n Fix: Add missing ')' bracket at line 13"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
5d3b019f7105ea70804aca52b749a325dbd4f20c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import json import logging import os import pathlib import re import textwrap import warnings from typing import List, Optional import jinja2 import pandas import requests import requests_cache import yaml from manubot.util import read_serialized_data, read_serialized_dict from manubot.process.bibliography import load_manual_references from manubot.process.ci import get_continuous_integration_parameters from manubot.process.metadata import ( def check_collisions(citekeys_df): """ Check for short_citekey hash collisions """ collision_df = citekeys_df[["standard_citekey", "short_citekey"]].drop_duplicates() collision_df = collision_df[collision_df.short_citekey.duplicated(keep=False)] if not collision_df.empty: logging.error(f"OMF! Hash collision. Congratulations.\n{collision_df}") return collision_df def check_multiple_citation_strings(citekeys_df): """ Identify different citation strings referring the the same reference. """ message = textwrap.dedent( f"""\ {len(citekeys_df)} unique citations strings extracted from text {citekeys_df.standard_citekey.nunique()} unique standard citations\ """ ) logging.info(message) multi_df = citekeys_df[citekeys_df.standard_citekey.duplicated(keep=False)] if not multi_df.empty: table = multi_df.to_string( index=False, columns=["standard_citekey", "manuscript_citekey"] ) logging.warning(f"Multiple citekeys detected for the same reference:\n{table}") return multi_df ... [12 more functiondefs truncated] ...
|
Functions: check_collisions, check_multiple_citation_strings This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 1,603
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport json\nimport logging\nimport os\nimport pathlib\nimport re\nimport textwrap\nimport warnings\nfrom typing import List, Optional\n\nimport jinja2\nimport pandas\nimport requests\nimport requests_cache\nimport yaml\n\nfrom manubot.util import read_serialized_data, read_serialized_dict\nfrom manubot.process.bibliography import load_manual_references\nfrom manubot.process.ci import get_continuous_integration_parameters\nfrom manubot.process.metadata import (\ndef check_collisions(citekeys_df):\n \"\"\"\n Check for short_citekey hash collisions\n \"\"\"\n collision_df = citekeys_df[[\"standard_citekey\", \"short_citekey\"]].drop_duplicates()\n collision_df = collision_df[collision_df.short_citekey.duplicated(keep=False)]\n if not collision_df.empty:\n logging.error(f\"OMF! Hash collision. Congratulations.\\n{collision_df}\")\n return collision_df\n\n\ndef check_multiple_citation_strings(citekeys_df):\n \"\"\"\n Identify different citation strings referring the the same reference.\n \"\"\"\n message = textwrap.dedent(\n f\"\"\"\\\n {len(citekeys_df)} unique citations strings extracted from text\n {citekeys_df.standard_citekey.nunique()} unique standard citations\\\n \"\"\"\n )\n logging.info(message)\n multi_df = citekeys_df[citekeys_df.standard_citekey.duplicated(keep=False)]\n if not multi_df.empty:\n table = multi_df.to_string(\n index=False, columns=[\"standard_citekey\", \"manuscript_citekey\"]\n )\n logging.warning(f\"Multiple citekeys detected for the same reference:\\n{table}\")\n return multi_df\n\n\n\n ... [12 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: check_collisions, check_multiple_citation_strings\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d3c91e42dac2041a621585dba8f1dfdc1e88107
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #! /usr/bin/env python # scrape the IBA pages for cocktail lists import sys import xml.etree.ElementTree as ET from lxml import html import requests from pprint import pprint from collections import OrderedDict import json url = 'http://iba-world.com/new-era-drinks/' jsonfile = 'IBA_new_era_drinks.json' url = 'http://iba-world.com/iba-cocktails/' jsonfile = 'IBA_unforgettables.json' url = 'http://iba-world.com/contemporary-classics/' jsonfile = 'IBA_contemporary_classics.json' jsonfile = 'IBA_.json' recipes = OrderedDict() page = requests.get(url) tree = html.fromstring(page.content) items = tree.findall(".//div[@class='blog_list_item_lists']") for item in items: name = item.find(".//h3").text name = ' '.join([word.capitalize() for word in name.split()]) body = item.find(".//div[@class='blog_text']") recipes[name] = {'unit': 'cL'} print name children = [c for c in body.iterchildren()] n = 0 if children[1].tag == 'ul': n = -1 style = children[n+1].text if style is None: try: style = children[n+1].find('span').text except: pass recipes[name]['style'] = style recipes[name]['ingredients'] = OrderedDict() if not children[n+2].tag == 'ul': print "adapting <p> ingredients:", children[n+2].text ing_list = ET.tostring(children[n+2]).lstrip('<p>').rstrip('</p>\n').split('<br />\n') else: ing_list = [i.text for i in children[n+2].iterchildren()] for ingredient in ing_list: if len(ingredient.split()) == 1: recipes[name]['ingredients'][ingredient.lower()] = '' continue unit = ingredient.split()[1].lower() if unit == 'cl': recipes[name]['ingredients'][' '.join([w.lower() for w in ingredient.split()[2:]])] = float(ingredient.split()[0]) elif unit == 'bar' or unit == 'to': # bar spoon recipes[name]['ingredients'][' '.join([w.lower() for w in ingredient.split()[3:]])] = ' '.join(ingredient.split()[:3]) elif unit == 'dashes' or unit == 'drops' or unit == 'with': recipes[name]['ingredients'][' '.join([w.lower() for w in ingredient.split()[2:]])] = ' '.join(ingredient.split()[:2]) elif unit == 'dash': recipes[name]['ingredients'][' '.join([w.lower() for w in ingredient.split()[2:]])] = 'dash' else: print "using literal: ", ingredient literal = {'1': 'one', '2': 'two', 'A': 'one'} try: recipes[name]['ingredients'][' '.join([w.lower() for w in ingredient.split()[1:]])] = literal[ingredient.split()[0] except: recipes[name]['ingredients'][ingredient.lower()] = '' # Get full description from the link ref_url = item.find(".//a[@class='top_hover_image']").attrib.get('href') detail_page = requests.get(ref_url) detail_tree = html.fromstring(detail_page.content) use_next = False for child in detail_tree. ... [code truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 74 - expected ']' • Block at line 73 has no indented body Fixes: • Complete the expression on the last line • Add closing ']' bracket • Review code syntax
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 3,016
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#! /usr/bin/env python\n\n# scrape the IBA pages for cocktail lists\n\nimport sys\nimport xml.etree.ElementTree as ET\nfrom lxml import html\nimport requests\nfrom pprint import pprint\nfrom collections import OrderedDict\nimport json\n\nurl = 'http://iba-world.com/new-era-drinks/'\njsonfile = 'IBA_new_era_drinks.json'\n\nurl = 'http://iba-world.com/iba-cocktails/'\njsonfile = 'IBA_unforgettables.json'\n\nurl = 'http://iba-world.com/contemporary-classics/'\njsonfile = 'IBA_contemporary_classics.json'\njsonfile = 'IBA_.json'\n\nrecipes = OrderedDict()\n\npage = requests.get(url)\ntree = html.fromstring(page.content)\nitems = tree.findall(\".//div[@class='blog_list_item_lists']\")\nfor item in items:\n name = item.find(\".//h3\").text\n name = ' '.join([word.capitalize() for word in name.split()])\n body = item.find(\".//div[@class='blog_text']\")\n recipes[name] = {'unit': 'cL'}\n print name\n children = [c for c in body.iterchildren()]\n\n n = 0\n if children[1].tag == 'ul':\n n = -1\n\n style = children[n+1].text\n if style is None:\n try:\n style = children[n+1].find('span').text\n except:\n pass\n recipes[name]['style'] = style\n\n recipes[name]['ingredients'] = OrderedDict()\n\n if not children[n+2].tag == 'ul':\n print \"adapting <p> ingredients:\", children[n+2].text\n ing_list = ET.tostring(children[n+2]).lstrip('<p>').rstrip('</p>\\n').split('<br />\\n')\n\n else:\n ing_list = [i.text for i in children[n+2].iterchildren()]\n\n for ingredient in ing_list:\n if len(ingredient.split()) == 1:\n recipes[name]['ingredients'][ingredient.lower()] = ''\n continue\n unit = ingredient.split()[1].lower()\n if unit == 'cl':\n recipes[name]['ingredients'][' '.join([w.lower() for w in ingredient.split()[2:]])] = float(ingredient.split()[0])\n elif unit == 'bar' or unit == 'to': # bar spoon\n recipes[name]['ingredients'][' '.join([w.lower() for w in ingredient.split()[3:]])] = ' '.join(ingredient.split()[:3])\n elif unit == 'dashes' or unit == 'drops' or unit == 'with':\n recipes[name]['ingredients'][' '.join([w.lower() for w in ingredient.split()[2:]])] = ' '.join(ingredient.split()[:2])\n elif unit == 'dash':\n recipes[name]['ingredients'][' '.join([w.lower() for w in ingredient.split()[2:]])] = 'dash'\n else:\n print \"using literal: \", ingredient\n literal = {'1': 'one', '2': 'two', 'A': 'one'}\n try:\nrecipes[name]['ingredients'][' '.join([w.lower() for w in ingredient.split()[1:]])] = literal[ingredient.split()[0]\n except:\n recipes[name]['ingredients'][ingredient.lower()] = ''\n\n # Get full description from the link\n ref_url = item.find(\".//a[@class='top_hover_image']\").attrib.get('href')\n detail_page = requests.get(ref_url)\n detail_tree = html.fromstring(detail_page.content)\n use_next = False\n for child in detail_tree.\n\n ... [code 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 74 - expected ']'\n \u2022 Block at line 73 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ']' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
5d3efa01c738d69c4c33cd7d548df41216a056d7
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: class TreeNode: def __init__(self, name, data, parent=None): self.name = name self.parent = parent self.data = data self.childs = {} def add_child(self, name, data): self.childs.update({name:(type(self))(name, data, self)}) def rm_branch(self, name, ansistors_n: list = None,): focus = self.childs while True: if ansistors_n == None or ansistors_n == self.name: del focus[name] break elif ansistors_n[0] in focus: focus = (focus[ansistors_n[0]]).childs del ansistors_n[0] elif name in focus and ansistors_n is None: del focus[name] break else: print(focus) raise NameError(f"couldn't find branch {ansistors_n[0]}") def __getitem__(self, item): return self.childs[item] def __setitem__(self, key, value): self.childs[key] = value def __delitem__(self, key, ansistors_n: list = None): self.rm_branch(key, ansistors_n)
|
Functions: __init__, add_child, rm_branch, __getitem__, __setitem__ Classes: TreeNode This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 6
| 1
| 1,101
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nclass TreeNode:\n def __init__(self, name, data, parent=None):\n self.name = name\n self.parent = parent\n self.data = data\n self.childs = {}\n\n def add_child(self, name, data):\n self.childs.update({name:(type(self))(name, data, self)})\n\n def rm_branch(self, name, ansistors_n: list = None,):\n focus = self.childs\n while True:\n if ansistors_n == None or ansistors_n == self.name:\n del focus[name]\n break\n elif ansistors_n[0] in focus:\n focus = (focus[ansistors_n[0]]).childs\n del ansistors_n[0]\n elif name in focus and ansistors_n is None:\n del focus[name]\n break\n else:\n print(focus)\n raise NameError(f\"couldn't find branch {ansistors_n[0]}\")\n def __getitem__(self, item):\n return self.childs[item]\n\n def __setitem__(self, key, value):\n self.childs[key] = value\n\n def __delitem__(self, key, ansistors_n: list = None):\n self.rm_branch(key, ansistors_n)"}, {"role": "assistant", "content": " Functions: __init__, add_child, rm_branch, __getitem__, __setitem__\n Classes: TreeNode\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d3f1eebd4bcf21a7d4d5c5ef291d2d1f120515e
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: api_key = "9N7hvPP9yFrjBnELpBdthluBjiOWzJZw" mongo_url = 'mongodb://localhost:27017' mongo_db = 'CarPopularity' mongo_collections = ['CarSalesByYear', 'Popul ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: years_data = ['2019', '2018', '2017', '2016', '2015'] test_mode = True
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 157
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\napi_key = \"9N7hvPP9yFrjBnELpBdthluBjiOWzJZw\"\nmongo_url = 'mongodb://localhost:27017'\nmongo_db = 'CarPopularity'\nmongo_collections = ['CarSalesByYear', 'Popul\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:\nyears_data = ['2019', '2018', '2017', '2016', '2015']\ntest_mode = True"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d3f6e4da89be36858bff2a63bb4de2ff240849a
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import imp import torch import torch.nn as nn import numpy as np import torch.nn.functional as F from pytorch_ares.attack_torch.utils import loss_adv class MIM(object): '''Projected Gradient Descent''' def __init__(self, net, epsilon, p, stepsize, steps, decay_factor, data_name,target, loss, device): self.epsilon = epsilon self.p = p self.net = net self.decay_factor = decay_factor self.stepsize = stepsize self.target = target self.steps = steps self.loss = loss self.data_name = data_name self.device = device if self.data_name=="cifar10" and self.target: raise AssertionError('cifar10 dont support targeted attack') def forward(self, image, label, target_labels): image, label = image.to(self.device), label.to(self.device) if target_labels is not None: ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: target_labels = target_labels.to(self.device) batchsize = image.shape[0] advimage = image momentum = torch.zeros_like(image).detach() # PGD to get adversarial example
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 1
| 894
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport imp\nimport torch\nimport torch.nn as nn\nimport numpy as np\nimport torch.nn.functional as F\nfrom pytorch_ares.attack_torch.utils import loss_adv\n\n\nclass MIM(object):\n '''Projected Gradient Descent'''\n def __init__(self, net, epsilon, p, stepsize, steps, decay_factor, data_name,target, loss, device):\n self.epsilon = epsilon\n self.p = p\n self.net = net\n self.decay_factor = decay_factor\n self.stepsize = stepsize\n self.target = target\n self.steps = steps\n self.loss = loss\n self.data_name = data_name\n self.device = device\n if self.data_name==\"cifar10\" and self.target:\n raise AssertionError('cifar10 dont support targeted attack')\n\n \n def forward(self, image, label, target_labels):\n image, label = image.to(self.device), label.to(self.device)\n if target_labels is not None:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n target_labels = target_labels.to(self.device)\n batchsize = image.shape[0]\n advimage = image\n momentum = torch.zeros_like(image).detach()\n # PGD to get adversarial example"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
5d4008c47be6196efe901a8e83cca011533d0bf1
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django import template register = template.Library() @register.simple_tag(takes_context=True) def menubuttonclass(context, appname): if appname == context['request'].resolver_match.func.view_class.__module__.split(".")[0]:
|
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 If block or use 'pass' statement
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 233
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django import template\n\nregister = template.Library()\n\n@register.simple_tag(takes_context=True)\ndef menubuttonclass(context, appname):\n if appname == context['request'].resolver_match.func.view_class.__module__.split(\".\")[0]:"}, {"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 If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
5d4029e498cad9d638e5fe5f4c3a65f28490da96
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from django.test import TestCase from django.contrib.auth.models import User from wiki.models import Page from django.utils.text import slugify # Create your tests here. class WikiPageTest(TestCase): def test_edit(self): user = User.objects.create_user(username='admin', password='djangopony') self.client.login(username='admin', password='djangopony') page = Page.objects.create(title="My Test Page", content="test", author=user) page.save() edit = { 'title': 'testing title', 'content': 'testing content' } response = self.client.post('/%s/' %slugify(page.title), edit) updated = Page.objects.get(title = edit['title']) self.assertEqual(response.status_code, 302) self.assertEqual(updated.title, edit['title']) def test_page(self): user = User.objects.create_user(username='admin', password='djangopony') self.client.login(username='admin', password='djangopony') page = Page.objects.create(title="My Test Page", content="test", author=user) page.save() response = self.client.get('/%s/' %slugify(page.title)) self.assertEqual(response.status_code, 200) self.assertContains(response, 'test') def test_create(self): user = User.objects.create_user(username='admin', password='djangopony') self.client.login(username='admin', password='djangopony') new = { 'title': 'testing title', 'content': 'testing content' } response = self.client.post('/wiki/new/', new) updated = Page.objects.get(title = new['title']) self.assertEqual(response.status_code, 302) self.assertEqual(updated.title, new['title']) ''' Steps to writing a test 1. Set up your test data 2. Make a request (GET, POST) 3a. Check if response matches what we expect 3b. Check if database matches what we expect '''
|
Code Review: ❌ Critical issues: Unterminated string literal at line 52 Block at line 7 has no indented body Hardcoded credentials at line 10 - use environment variables Hardcoded credentials at line 11 - use environment variables Hardcoded credentials at line 27 - use environment variables Hardcoded credentials at line 28 - use environment variables Hardcoded credentials at line 39 - use environment variables Hardcoded credentials at line 40 - use environment variables ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 21 Unexpected indentation at line 24 Unexpected indentation at line 28 Unexpected indentation at line 31 Unexpected indentation at line 36 Unexpected indentation at line 40 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 48 Unexpected indentation at line 51 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 ✨ Improvements: Add closing quote at line 52 Add docstring to class 'WikiPageTest' Add docstring to function 'test_edit' Add docstring to function 'test_page' Add docstring to function 'test_create'
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 3
| 1
| 1,965
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom django.test import TestCase\nfrom django.contrib.auth.models import User\nfrom wiki.models import Page\nfrom django.utils.text import slugify\n\n# Create your tests here.\nclass WikiPageTest(TestCase):\n\n def test_edit(self):\n user = User.objects.create_user(username='admin', password='djangopony')\n self.client.login(username='admin', password='djangopony')\n\n page = Page.objects.create(title=\"My Test Page\", content=\"test\", author=user)\n page.save()\n edit = {\n 'title': 'testing title',\n 'content': 'testing content'\n }\n\n response = self.client.post('/%s/' %slugify(page.title), edit)\n updated = Page.objects.get(title = edit['title'])\n\n self.assertEqual(response.status_code, 302)\n self.assertEqual(updated.title, edit['title'])\n\n def test_page(self):\n user = User.objects.create_user(username='admin', password='djangopony')\n self.client.login(username='admin', password='djangopony')\n\n page = Page.objects.create(title=\"My Test Page\", content=\"test\", author=user)\n page.save()\n\n response = self.client.get('/%s/' %slugify(page.title))\n\n self.assertEqual(response.status_code, 200)\n self.assertContains(response, 'test')\n\n def test_create(self):\n user = User.objects.create_user(username='admin', password='djangopony')\n self.client.login(username='admin', password='djangopony')\n\n new = {\n 'title': 'testing title',\n 'content': 'testing content'\n }\n\n response = self.client.post('/wiki/new/', new)\n updated = Page.objects.get(title = new['title'])\n\n self.assertEqual(response.status_code, 302)\n self.assertEqual(updated.title, new['title'])\n'''\nSteps to writing a test\n 1. Set up your test data\n 2. Make a request (GET, POST)\n 3a. Check if response matches what we expect\n 3b. Check if database matches what we expect\n'''"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 52\n Block at line 7 has no indented body\n Hardcoded credentials at line 10 - use environment variables\n Hardcoded credentials at line 11 - use environment variables\n Hardcoded credentials at line 27 - use environment variables\n Hardcoded credentials at line 28 - use environment variables\n Hardcoded credentials at line 39 - use environment variables\n Hardcoded credentials at line 40 - use environment variables\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 21\n Unexpected indentation at line 24\n Unexpected indentation at line 28\n Unexpected indentation at line 31\n Unexpected indentation at line 36\n Unexpected indentation at line 40\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 48\n Unexpected indentation at line 51\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n\n\u2728 Improvements:\n Add closing quote at line 52\n Add docstring to class 'WikiPageTest'\n Add docstring to function 'test_edit'\n Add docstring to function 'test_page'\n Add docstring to function 'test_create'"}]
| false
| null | null | null |
5d41c3b8ea2fc0ea3e45c5b6768c95bfbb166b0c
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: ''' The randomization defense method, which applies random . ''' import tensorflow as tf from ares.defense.input_transformation import input_transformation def randomize(xs, scale_min=0.875, pad_value=0.0): ''' Apply random rescaling and padding to xs. :param xs: A batch of inputs for some classifier. :param scale_min: The random rescaling rate would be chosen between ``scale_min`` and 1.0. :param pad_value: ``constant_values`` parameter for the ``tf.pad`` method. :return: A new tensor with same shape and dtype as xs. ''' ratio = tf.random.uniform((), minval=scale_min, maxval=1.0) height, width = tf.cast(xs.shape[1].value * ratio, tf.int32), tf.cast(xs.shape[2].value * ratio, tf.int32) xs_rescaled = tf.image.resize(xs, (height, width), method=tf.image.ResizeMethod.NEAREST_NEIGHBOR, align_corners=True, preserve_aspect_ratio=False) height_rem, width_rem = xs.shape[1].value - height, xs.shape[2].value - width pad_left = tf.random_uniform((), 0, width_rem, dtype=tf.int32) pad_right = width_rem - pad_left pad_top = tf.random_uniform((), 0, height_rem, dtype=tf.int32) pad_bottom = height_rem - pad_top xs_padded = tf.pad(xs_rescaled, [[0, 0], [pad_top, pad_bottom], [pad_left, pad_right], [0, 0]], constant_values=pad_value)
|
xs_padded.set_shape(xs.shape) return xs_padded def randomization(scale_min=0.875, pad_value=0.0): ''' A decorator to apply randomize rescaling and padding to input of the classifier. :param scale_min: The random rescaling rate would be chosen between ``scale_min`` and 1.0. :param pad_value: ``constant_values`` parameter for the ``tf.pad`` method. ''' def args_fn(_): return (scale_min, pad_value) def kwargs_fn(_): return {} return lambda rs_class: input_transformation(rs_class, randomize, args_fn, kwargs_fn)
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 4
| 0
| 1,928
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n''' The randomization defense method, which applies random . '''\n\nimport tensorflow as tf\n\nfrom ares.defense.input_transformation import input_transformation\n\n\ndef randomize(xs, scale_min=0.875, pad_value=0.0):\n ''' Apply random rescaling and padding to xs.\n\n :param xs: A batch of inputs for some classifier.\n :param scale_min: The random rescaling rate would be chosen between ``scale_min`` and 1.0.\n :param pad_value: ``constant_values`` parameter for the ``tf.pad`` method.\n :return: A new tensor with same shape and dtype as xs.\n '''\n ratio = tf.random.uniform((), minval=scale_min, maxval=1.0)\n height, width = tf.cast(xs.shape[1].value * ratio, tf.int32), tf.cast(xs.shape[2].value * ratio, tf.int32)\n xs_rescaled = tf.image.resize(xs, (height, width), method=tf.image.ResizeMethod.NEAREST_NEIGHBOR,\n align_corners=True, preserve_aspect_ratio=False)\n height_rem, width_rem = xs.shape[1].value - height, xs.shape[2].value - width\n pad_left = tf.random_uniform((), 0, width_rem, dtype=tf.int32)\n pad_right = width_rem - pad_left\n pad_top = tf.random_uniform((), 0, height_rem, dtype=tf.int32)\n pad_bottom = height_rem - pad_top\n xs_padded = tf.pad(xs_rescaled, [[0, 0], [pad_top, pad_bottom], [pad_left, pad_right], [0, 0]],\n constant_values=pad_value)"}, {"role": "assistant", "content": "\n xs_padded.set_shape(xs.shape)\n return xs_padded\n\n\ndef randomization(scale_min=0.875, pad_value=0.0):\n ''' A decorator to apply randomize rescaling and padding to input of the classifier.\n\n :param scale_min: The random rescaling rate would be chosen between ``scale_min`` and 1.0.\n :param pad_value: ``constant_values`` parameter for the ``tf.pad`` method.\n '''\n def args_fn(_):\n return (scale_min, pad_value)\n\n def kwargs_fn(_):\n return {}\n\n return lambda rs_class: input_transformation(rs_class, randomize, args_fn, kwargs_fn)"}]
| false
| null | null | null |
5d424aaa1fdb6fb518af8c5169d61b82bae9ef0f
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.contrib import admin from annotate.backend.models import Image, Annotation
|
Syntax Analysis:
|
beginner
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 87
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.contrib import admin\nfrom annotate.backend.models import Image, Annotation"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d43ba93812ece31b158196b6ad2d32a374bd0f8
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class Solution: def searchRange(self, nums, target): """ :type nums: List[int] :type target: int :rtype: List[int] """ if not nums: return [-1, -1] low = 0 high = len(nums) - 1 f = 0 while low<=high: mid = (low+high)//2 if nums[mid] == target: f = 1 break elif nums[mi
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 3 • Unclosed '[' at line 18 - expected ']' • SyntaxError: '[' was never closed at line 18 Fix: Complete the truncated code structure
|
advanced
|
oop
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 432
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass Solution:\n def searchRange(self, nums, target):\n \"\"\"\n :type nums: List[int]\n :type target: int\n :rtype: List[int]\n \"\"\"\n if not nums:\n return [-1, -1]\n low = 0\n high = len(nums) - 1\n f = 0\n while low<=high:\n mid = (low+high)//2\n if nums[mid] == target:\n f = 1\n break\n elif nums[mi"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 3\n \u2022 Unclosed '[' at line 18 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 18\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d451217c589da4fbfb78dd271865830d16162d1
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: data = open('./original').readlines() alphabet = { "<":"lt", ">":"gt", "=":"=", "-":'-', "+":"+", "-":"-", "~":"~", "!":"ex", "%":"%", "^":"^", "&":"&", "*":"*", "(":"(", ")":"right_paran", "[":"[", "]":"]", "{":"{", "}":"}", "[":"[", "]":"]", "|":"|", ";":";", ":":":", ",":",", ".":".", "?":"?", "/":"/", } def item(y): if "'" in y: tmp = y.split("'")[1] test = 0 for x in alphabet: if x in tmp: ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: test = 1 if test: final = '' for x in tmp: final += item(alphabet[x])
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 664
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\ndata = open('./original').readlines()\n\n\nalphabet = {\n \"<\":\"lt\",\n \">\":\"gt\",\n \"=\":\"=\",\n \"-\":'-',\n \"+\":\"+\",\n \"-\":\"-\",\n \"~\":\"~\",\n \"!\":\"ex\",\n \"%\":\"%\",\n \"^\":\"^\",\n \"&\":\"&\",\n \"*\":\"*\",\n \"(\":\"(\",\n \")\":\"right_paran\",\n \"[\":\"[\",\n \"]\":\"]\",\n \"{\":\"{\",\n \"}\":\"}\",\n \"[\":\"[\",\n \"]\":\"]\",\n \"|\":\"|\",\n \";\":\";\",\n \":\":\":\",\n \",\":\",\",\n \".\":\".\",\n \"?\":\"?\",\n \"/\":\"/\",\n }\n\ndef item(y):\n if \"'\" in y:\n tmp = y.split(\"'\")[1]\n test = 0\n for x in alphabet:\n if x in tmp:\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 test = 1\n if test:\n final = ''\n for x in tmp:\n final += item(alphabet[x])"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d4867285dd6af6ea7e2fbae337fc27c75376241
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python # # Copyright 2007 Google Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # """ Non-stub version of the memcache API, keeping all data in memcached. Uses the python-memcached library to interface with memcached. """ import base64 import cPickle import logging import memcache import os import time from google.appengine.api import apiproxy_stub from google.appengine.api.memcache import memcache_service_pb from google.appengine.runtime import apiproxy_errors MemcacheSetResponse = memcache_service_pb.MemcacheSetResponse MemcacheSetRequest = memcache_service_pb.MemcacheSetRequest MemcacheIncrementRequest = memcache_service_pb.MemcacheIncrementRequest MemcacheIncrementResponse = memcache_service_pb.MemcacheIncrementResponse MemcacheDeleteResponse = memcache_service_pb.MemcacheDeleteResponse from google.appengine.api.memcache import TYPE_INT from google.appengine.api.memcache import TYPE_LONG class MemcacheService(apiproxy_stub.APIProxyStub): """Python only memcache service. This service keeps all data in any external servers running memcached. """ # The memcached default port. MEMCACHE_PORT = "11211" # An AppScale file which has a list of IPs running memcached. APPSCALE_MEMCACHE_FILE = "/etc/appscale/memcache_ips" # The minimum frequency by which memcache clients will update their list of # clients that they connect to (which can change if AppScale scales up or # down). UPDATE_WINDOW = 60 # seconds def __init__(self, gettime=time.time, service_name='memcache'): """Initializer. Args: gettime: time.time()-like function used for testing. service_name: Service name expected for all calls. """ super(MemcacheService, self).__init__(service_name) self._gettime = gettime self._memcache = None self.setupMemcacheClient() def setupMemcacheClient(self): """ Sets up the memcache client. """ if os.path.exists(self.APPSCALE_MEMCACHE_FILE): memcache_file = open(self.APPSCALE_MEMCACHE_FILE, "r") all_ips = memcache_file.read().split("\n") memcache_file.close() else: all_ips = ['localhost'] memcaches = [ip + ":" + self.MEMCACHE_PORT for ip in all_ips if ip != ''] memcaches.sort() self._memcache = memcache.Client(memcaches, debug=0) def _Dynamic_Get(self, request, response): """Implementation of gets for memcache. Args: request: A MemcacheGetRequest protocol buffer. response: A MemcacheGetResponse pr ... [code truncated] ...
|
Functions: __init__, setupMemcacheClient, _Dynamic_Get Classes: MemcacheService This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 3
| 1
| 3,033
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python\n#\n# Copyright 2007 Google Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n\n\"\"\" Non-stub version of the memcache API, keeping all data in memcached.\nUses the python-memcached library to interface with memcached.\n\"\"\"\nimport base64\nimport cPickle\nimport logging\nimport memcache\nimport os\nimport time\n\nfrom google.appengine.api import apiproxy_stub\nfrom google.appengine.api.memcache import memcache_service_pb\nfrom google.appengine.runtime import apiproxy_errors\n\nMemcacheSetResponse = memcache_service_pb.MemcacheSetResponse\nMemcacheSetRequest = memcache_service_pb.MemcacheSetRequest\nMemcacheIncrementRequest = memcache_service_pb.MemcacheIncrementRequest\nMemcacheIncrementResponse = memcache_service_pb.MemcacheIncrementResponse\nMemcacheDeleteResponse = memcache_service_pb.MemcacheDeleteResponse\n\nfrom google.appengine.api.memcache import TYPE_INT\nfrom google.appengine.api.memcache import TYPE_LONG\n\nclass MemcacheService(apiproxy_stub.APIProxyStub):\n \"\"\"Python only memcache service.\n\n This service keeps all data in any external servers running memcached.\n \"\"\"\n # The memcached default port.\n MEMCACHE_PORT = \"11211\"\n\n # An AppScale file which has a list of IPs running memcached.\n APPSCALE_MEMCACHE_FILE = \"/etc/appscale/memcache_ips\"\n\n # The minimum frequency by which memcache clients will update their list of\n # clients that they connect to (which can change if AppScale scales up or\n # down).\n UPDATE_WINDOW = 60 # seconds\n\n def __init__(self, gettime=time.time, service_name='memcache'):\n \"\"\"Initializer.\n\n Args:\n gettime: time.time()-like function used for testing.\n service_name: Service name expected for all calls.\n \"\"\"\n super(MemcacheService, self).__init__(service_name)\n self._gettime = gettime\n self._memcache = None\n self.setupMemcacheClient()\n\n def setupMemcacheClient(self):\n \"\"\" Sets up the memcache client. \"\"\"\n if os.path.exists(self.APPSCALE_MEMCACHE_FILE):\n memcache_file = open(self.APPSCALE_MEMCACHE_FILE, \"r\")\n all_ips = memcache_file.read().split(\"\\n\")\n memcache_file.close()\n else:\n all_ips = ['localhost']\n\n memcaches = [ip + \":\" + self.MEMCACHE_PORT for ip in all_ips if ip != '']\n memcaches.sort() \n self._memcache = memcache.Client(memcaches, debug=0)\n\n def _Dynamic_Get(self, request, response):\n \"\"\"Implementation of gets for memcache.\n \n Args:\n request: A MemcacheGetRequest protocol buffer.\n response: A MemcacheGetResponse pr\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, setupMemcacheClient, _Dynamic_Get\n Classes: MemcacheService\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d48a2b09ec3e91f3ac7c94a610ddffec5774abc
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from struct import pack from .vector import * from .formatdecimal import decimal from numbers import Number import os import sys def isColorTriangleList(polys): return isinstance(polys[0][1][0][0], Number) def toPolyhedra(polys): if isColorTriangleList(polys): return [ (polys[0][0], list(face for rgb,face in polys)) ] else: return polys def toMesh(polys): if isColorTriangleList(polys): return polys else: output = [] for rgb,polyhedron in polys: for face in polyhedron: output.append((rgb,face)) return output def describeColor(c): if c is None: return "undef"; elif isinstance(c, str): return c else: return "[%s,%s,%s]" % tuple(decimal(component) for component in c) def toSCADModule(polys, moduleName, digitsAfterDecimal=9, colorOverride=None): """ INPUT: polys: list of (color,polyhedra) pairs (counterclockwise triangles), or a list of (color,triangle) pairs (TODO: currently uses first color for all in latter case) moduleName: OpenSCAD module name OUTPUT: string with OpenSCAD code implementing the polys """ polys = toPolyhedra(polys) scad = [] scad.append("module " +moduleName+ "() {") for rgb,poly in polys: if colorOverride != "" and (colorOverride or rgb): line = " color(%s) " % describeColor(colorOverride if colorOverride else tuple(min(max(c,0.),1.0) for c in rgb) else: line = " " pointsDict = {} i = 0 line += "polyhedron(points=[" points = [] for face in poly: for v in reversed(face): if tuple(v) not in pointsDict: pointsDict[tuple(v)] = i points.append( ("[%s,%s,%s]") % tuple(decimal(x,digitsAfterDecimal) for x in v) ) i += 1 line += ",".join(points) line += "], faces=[" line += ",".join( "[" + ",".join(str(pointsDict[tuple(v)]) for v in reversed(face)) + "]" for face in poly ) + "]" line += ");" scad.append(line) scad.append("}\n") return "\n".join(scad) def saveSCAD(filename, polys, moduleName="object1", quiet=False): """ filename: filename to write OpenSCAD file polys: list of (color,polyhedra) pairs (counterclockwise triangles) moduleName: OpenSCAD module name quiet: give no status message if set """ if not quiet: sys.stderr.write("Saving %s\n" % filename) if filename: with open(filename, "w") as f: f.write(toSCADModule(polys, moduleName)) f.write("\n" + moduleName + "();\n") else: sys.stdout.write(toSCADModule(polys, moduleName)) sys.stdout.write("\n" + moduleName + "();\n") ... [2 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 36 • Unmatched closing bracket ')' at line 47 Fixes: • Complete the expression on the last line • Add closing quote at line 36 • Add closing ')' bracket
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 6
| 0
| 2,879
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom struct import pack\nfrom .vector import *\nfrom .formatdecimal import decimal\nfrom numbers import Number \nimport os\nimport sys\n\ndef isColorTriangleList(polys):\n return isinstance(polys[0][1][0][0], Number)\n \ndef toPolyhedra(polys):\n if isColorTriangleList(polys):\n return [ (polys[0][0], list(face for rgb,face in polys)) ]\n else:\n return polys\n \ndef toMesh(polys):\n if isColorTriangleList(polys):\n return polys\n else:\n output = []\n for rgb,polyhedron in polys:\n for face in polyhedron:\n output.append((rgb,face))\n return output\n\ndef describeColor(c):\n if c is None:\n return \"undef\";\n elif isinstance(c, str):\n return c\n else:\n return \"[%s,%s,%s]\" % tuple(decimal(component) for component in c)\n\ndef toSCADModule(polys, moduleName, digitsAfterDecimal=9, colorOverride=None):\n \"\"\"\n INPUT:\n polys: list of (color,polyhedra) pairs (counterclockwise triangles), or a list of (color,triangle) pairs (TODO: currently uses first color for all in latter case)\n moduleName: OpenSCAD module name\n \n OUTPUT: string with OpenSCAD code implementing the polys\n \"\"\"\n \n polys = toPolyhedra(polys)\n \n scad = []\n scad.append(\"module \" +moduleName+ \"() {\")\n for rgb,poly in polys:\n if colorOverride != \"\" and (colorOverride or rgb):\n line = \" color(%s) \" % describeColor(colorOverride if colorOverride else tuple(min(max(c,0.),1.0) for c in rgb)\n else:\n line = \" \"\n pointsDict = {}\n i = 0\n line += \"polyhedron(points=[\"\n points = []\n for face in poly:\n for v in reversed(face):\n if tuple(v) not in pointsDict:\n pointsDict[tuple(v)] = i\n points.append( (\"[%s,%s,%s]\") % tuple(decimal(x,digitsAfterDecimal) for x in v) )\n i += 1\n line += \",\".join(points)\n line += \"], faces=[\"\n line += \",\".join( \"[\" + \",\".join(str(pointsDict[tuple(v)]) for v in reversed(face)) + \"]\" for face in poly ) + \"]\"\n line += \");\"\n scad.append(line)\n scad.append(\"}\\n\")\n return \"\\n\".join(scad)\n\ndef saveSCAD(filename, polys, moduleName=\"object1\", quiet=False):\n \"\"\"\n filename: filename to write OpenSCAD file\n polys: list of (color,polyhedra) pairs (counterclockwise triangles)\n moduleName: OpenSCAD module name\n quiet: give no status message if set\n \"\"\"\n if not quiet: sys.stderr.write(\"Saving %s\\n\" % filename)\n if filename:\n with open(filename, \"w\") as f:\n f.write(toSCADModule(polys, moduleName))\n f.write(\"\\n\" + moduleName + \"();\\n\")\n else:\n sys.stdout.write(toSCADModule(polys, moduleName))\n sys.stdout.write(\"\\n\" + moduleName + \"();\\n\")\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 Unterminated string literal at line 36\n \u2022 Unmatched closing bracket ')' at line 47\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 36\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
5d493476e5ae3fc5c2137c7a547ce012434fae4f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import numpy as np from PIL import Image import matplotlib.pyplot as plt import histogram_module import dist_module def rgb2gray(rgb): r, g, b = rgb[:, :, 0], rgb[:, :, 1], rgb[:, :, 2] gray = 0.2989 * r + 0.5870 * g + 0.1140 * b return gray # model_images - list of file names of model images # query_images - list of file names of query images # # dist_type - string which specifies distance type: 'chi2', 'l2', 'intersect' # hist_type - string which specifies histogram type: 'grayvalue', 'dxdy', 'rgb', 'rg' # # note: use functions 'get_dist_by_name', 'get_hist_by_name' and 'is_grayvalue_hist' to obtain # handles to distance and histogram functions, and to find out whether histogram function # expects grayvalue or color image def find_best_match(model_images, query_images, dist_type, hist_type, num_bins): hist_isgray = histogram_module.is_grayvalue_hist(hist_type) model_hists = compute_histograms(model_images, hist_type, hist_isgray, num_bins) query_hists = compute_histograms(query_images, hist_type, hist_isgray, num_bins) D = np.zeros((len(model_images), len(query_images))) # compute distance for each couple of query - image for j, query in enumerate(query_hists): for i, model in enumerate(model_hists): D[i, j] = dist_module.get_dist_by_name(model, query, dist_type) best_match = [] # to save best matches # for each query , find best model for j in range(len(query_images)): query_matches = D[:, j] # get query columns from matrix argmin = np.argmin(query_matches) # get index with minimum distance
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 1,631
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport numpy as np\nfrom PIL import Image\nimport matplotlib.pyplot as plt\n\nimport histogram_module\nimport dist_module\n\n\ndef rgb2gray(rgb):\n r, g, b = rgb[:, :, 0], rgb[:, :, 1], rgb[:, :, 2]\n gray = 0.2989 * r + 0.5870 * g + 0.1140 * b\n\n return gray\n\n\n# model_images - list of file names of model images\n# query_images - list of file names of query images\n#\n# dist_type - string which specifies distance type: 'chi2', 'l2', 'intersect'\n# hist_type - string which specifies histogram type: 'grayvalue', 'dxdy', 'rgb', 'rg'\n#\n# note: use functions 'get_dist_by_name', 'get_hist_by_name' and 'is_grayvalue_hist' to obtain\n# handles to distance and histogram functions, and to find out whether histogram function\n# expects grayvalue or color image\n\ndef find_best_match(model_images, query_images, dist_type, hist_type, num_bins):\n hist_isgray = histogram_module.is_grayvalue_hist(hist_type)\n\n model_hists = compute_histograms(model_images, hist_type, hist_isgray, num_bins)\n query_hists = compute_histograms(query_images, hist_type, hist_isgray, num_bins)\n\n D = np.zeros((len(model_images), len(query_images)))\n\n # compute distance for each couple of query - image\n for j, query in enumerate(query_hists):\n for i, model in enumerate(model_hists):\n D[i, j] = dist_module.get_dist_by_name(model, query, dist_type)\n\n best_match = [] # to save best matches\n\n # for each query , find best model\n for j in range(len(query_images)):\n query_matches = D[:, j] # get query columns from matrix\n argmin = np.argmin(query_matches) # get index with minimum distance"}, {"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
|
5d4b0bc52d1482cd0028c140868e692cfb38b3c0
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import argparse import logging import sys from .dycco import document def main(paths, output_dir, use_ascii:bool, escape_html:bool, single_file:bool): try: document(paths, output_dir, use_ascii, escape_html, single_file) except IOError as e: logging.error('Unable to open file: %s', e) return 1 except Exception as e: logging.error('An error occurred: %s', e) return 1 else: return 0 if __name__ == '__main__': arg_parser = argparse.ArgumentParser(prog='dycco', description='Literate-style documentation generator.') arg_parser.add_argument('source_file', nargs='+', default=sys.stdin, help='Source files to document') arg_parser.add_argument('-o', '--output-dir', default='docs', help='Output directory (will be created if necessary)') arg_parser.add_argument('-a', '--asciidoc3', action='store_true', default=False, dest='use_ascii', help='Process with asciidoc3 instead of markdown (you will have to install asciidoc3, of course)') arg_parser.add_argument('-e',
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 27 - expected ')' • SyntaxError: '(' was never closed at line 27 Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,061
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport argparse\nimport logging\nimport sys\n\nfrom .dycco import document\n\n\ndef main(paths, output_dir, use_ascii:bool, escape_html:bool, single_file:bool):\n try:\n document(paths, output_dir, use_ascii, escape_html, single_file)\n except IOError as e:\n logging.error('Unable to open file: %s', e)\n return 1\n except Exception as e:\n logging.error('An error occurred: %s', e)\n return 1\n else:\n return 0\n\n\nif __name__ == '__main__':\n arg_parser = argparse.ArgumentParser(prog='dycco', description='Literate-style documentation generator.')\n arg_parser.add_argument('source_file', nargs='+', default=sys.stdin, help='Source files to document')\n arg_parser.add_argument('-o', '--output-dir', default='docs', help='Output directory (will be created if necessary)')\n arg_parser.add_argument('-a', '--asciidoc3', action='store_true', default=False, dest='use_ascii',\n help='Process with asciidoc3 instead of markdown (you will have to install asciidoc3, of course)')\n arg_parser.add_argument('-e',"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 27 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 27\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d4c8cdbc546fb237f365ef954c77cb12a3738d8
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: ################################################################################ # Copyright (c) 2015-2018 Skymind, Inc. # # This program and the accompanying materials are made available under the # terms of the Apache License, Version 2.0 which is available at # https://www.apache.org/licenses/LICENSE-2.0. # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. # # SPDX-License-Identifier: Apache-2.0 ################################################################################ from .java_classes import * import numpy as np import ctypes import warnings def _dtype_py2j(dtype): if isinstance(dtype, str): dtype = np.dtype(dtype).type elif isinstance(dtype, np.dtype): dtype = dtype.type jtype = _PY2J.get(dtype) if jtype is None: raise NotImplementedError("Unsupported type: " + dtype.name) return jtype def _dtype_j2py(dtype): pytype = _J2PY.get(dtype) if pytype is None: raise NotImplementedError("Unsupported type: " + (str(dtype))) return pytype def set_context_dtype(dtype): '''
|
Sets the dtype for nd4j # Arguments dtype: 'float' or 'double' ''' dtype_map = { 'float32': 'float', 'float64': 'double' } dtype = dtype_map.get(dtype, dtype) if dtype not in ['float', 'double']: raise ValueError("Invalid dtype '{}'. Available dtypes are 'float' and 'double'.".format(dtype)) dtype_ = DataTypeUtil.getDtypeFromContext(dtype) DataTypeUtil.setDTypeForContext(dtype_) if get_context_dtype() != dtype: warnings.warn("Can not set context dtype now. Set it at the beginning of your program.") def get_context_dtype(): ''' Returns the nd4j dtype ''' dtype = DataTypeUtil.getDtypeFromContext() return DataTypeUtil.getDTypeForName(dtype) _refs = [] ... [30 more functiondefs truncated] ...
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 4
| 0
| 2,142
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n################################################################################\n# Copyright (c) 2015-2018 Skymind, Inc.\n#\n# This program and the accompanying materials are made available under the\n# terms of the Apache License, Version 2.0 which is available at\n# https://www.apache.org/licenses/LICENSE-2.0.\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n#\n# SPDX-License-Identifier: Apache-2.0\n################################################################################\n\n\nfrom .java_classes import *\nimport numpy as np\nimport ctypes\nimport warnings\n\n\ndef _dtype_py2j(dtype):\n if isinstance(dtype, str):\n dtype = np.dtype(dtype).type\n elif isinstance(dtype, np.dtype):\n dtype = dtype.type\n jtype = _PY2J.get(dtype)\n if jtype is None:\n raise NotImplementedError(\"Unsupported type: \" + dtype.name)\n return jtype\n\n\ndef _dtype_j2py(dtype):\n pytype = _J2PY.get(dtype)\n if pytype is None:\n raise NotImplementedError(\"Unsupported type: \" + (str(dtype)))\n return pytype\n\n\ndef set_context_dtype(dtype):\n '''"}, {"role": "assistant", "content": "\n Sets the dtype for nd4j\n # Arguments\n dtype: 'float' or 'double'\n '''\n dtype_map = {\n 'float32': 'float',\n 'float64': 'double'\n }\n dtype = dtype_map.get(dtype, dtype)\n if dtype not in ['float', 'double']:\n raise ValueError(\"Invalid dtype '{}'. Available dtypes are 'float' and 'double'.\".format(dtype))\n dtype_ = DataTypeUtil.getDtypeFromContext(dtype)\n DataTypeUtil.setDTypeForContext(dtype_)\n if get_context_dtype() != dtype:\n warnings.warn(\"Can not set context dtype now. Set it at the beginning of your program.\")\n\n\ndef get_context_dtype():\n '''\n Returns the nd4j dtype\n '''\n dtype = DataTypeUtil.getDtypeFromContext()\n return DataTypeUtil.getDTypeForName(dtype)\n\n_refs = []\n\n\n\n ... [30 more functiondefs truncated] ..."}]
| false
| null | null | null |
5d4c9607e3defd3816cf4fbd7853e01e09dcb111
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import serial ser = serial.Serial('/dev/tty.usbmodem7071', 115200, timeout=10) ser.write("\xb1\xa3\xb5\xb5") #set usec mode 177,163,181,181 ser.flush() ser.flushInput() obs = ser.read(8) if len(obs) != 8: print('Error: no buttons presses detected') print 'Observed data (as hex): '+ obs.encode('hex') obsBin = [ord(c) for c in obs] usec = (obsBin[3] << 24)+ (obsBin[4] << 16)+ (obsBin[5] << 8)+obsBin[6] keys = (obsBin[1] << 8)+obsBin[2] print 'keys pressed %d at %d usec' % (keys, usec) ser.write("\xb1\xa3\xa9\xa9") #turn off oscilloscope: set keyboard mode 177,163,169,169 ser.close()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
ui
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 592
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport serial\nser = serial.Serial('/dev/tty.usbmodem7071', 115200, timeout=10)\nser.write(\"\\xb1\\xa3\\xb5\\xb5\") #set usec mode 177,163,181,181\nser.flush()\nser.flushInput()\nobs = ser.read(8)\nif len(obs) != 8:\n print('Error: no buttons presses detected')\n\nprint 'Observed data (as hex): '+ obs.encode('hex')\nobsBin = [ord(c) for c in obs]\nusec = (obsBin[3] << 24)+ (obsBin[4] << 16)+ (obsBin[5] << 8)+obsBin[6]\nkeys = (obsBin[1] << 8)+obsBin[2]\nprint 'keys pressed %d at %d usec' % (keys, usec)\nser.write(\"\\xb1\\xa3\\xa9\\xa9\") #turn off oscilloscope: set keyboard mode 177,163,169,169\nser.close()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5d4ce281f4ac42992169e4a43a604e5e249ccc55
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os from typing import Tuple import torchaudio from torch import Tensor from torch.utils.data import Dataset from torchaudio.datasets.utils import ( def load_libritts_item( fileid: str, path: str, ext_audio: str, ext_original_txt: str, ext_normalized_txt: str, ) -> Tuple[Tensor, int, str, str, int, int, str]: speaker_id, chapter_id, segment_id, utterance_id = fileid.split("_") utterance_id = fileid normalized_text = utterance_id + ext_normalized_txt normalized_text = os.path.join(path, speaker_id, chapter_id, normalized_text) original_text = utterance_id + ext_original_txt original_text = os.path.join(path, speaker_id, chapter_id, original_text) file_audio = utterance_id + ext_audio file_audio = os.path.join(path, speaker_id, chapter_id, file_audio) # Load audio waveform, sample_rate = torchaudio.load(file_audio) # Load original text with open(original_text) as ft: original_text = ft.readline() # Load normalized text with open(normalized_text, "r") as ft: normalized_text = ft.readline() return ( waveform, sample_rate, original_text, normalized_text, int(speaker_id), int(chapter_id), utterance_id, ) class LIBRITTS(Dataset): """Create a Dataset for LibriTTS. Args: root (str): Path to the directory where the dataset is found or downloaded. url (str, optional): The URL to download the dataset from, or the type of the dataset to dowload. Allowed type values are ``"dev-clean"``, ``"dev-other"``, ``"test-clean"``, ``"test-other"``, ``"train-clean-100"``, ``"train-clean-360"`` and ``"train-other-500"``. (default: ``"train-clean-100"``) folder_in_archive (str, optional): The top-level directory of the dataset. (default: ``"LibriTTS"``) download (bool, optional): Whether to download the dataset if it is not found at root path. (default: ``False``). """ _ext_original_txt = ".original.txt" _ext_normalized_txt = ".normalized.txt" _ext_audio = ".wav" ... [3 more functiondefs truncated] ...
|
Functions: load_libritts_item Classes: LIBRITTS This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 2,219
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os\nfrom typing import Tuple\n\nimport torchaudio\nfrom torch import Tensor\nfrom torch.utils.data import Dataset\nfrom torchaudio.datasets.utils import (\ndef load_libritts_item(\n fileid: str,\n path: str,\n ext_audio: str,\n ext_original_txt: str,\n ext_normalized_txt: str,\n) -> Tuple[Tensor, int, str, str, int, int, str]:\n speaker_id, chapter_id, segment_id, utterance_id = fileid.split(\"_\")\n utterance_id = fileid\n\n normalized_text = utterance_id + ext_normalized_txt\n normalized_text = os.path.join(path, speaker_id, chapter_id, normalized_text)\n\n original_text = utterance_id + ext_original_txt\n original_text = os.path.join(path, speaker_id, chapter_id, original_text)\n\n file_audio = utterance_id + ext_audio\n file_audio = os.path.join(path, speaker_id, chapter_id, file_audio)\n\n # Load audio\n waveform, sample_rate = torchaudio.load(file_audio)\n\n # Load original text\n with open(original_text) as ft:\n original_text = ft.readline()\n\n # Load normalized text\n with open(normalized_text, \"r\") as ft:\n normalized_text = ft.readline()\n\n return (\n waveform,\n sample_rate,\n original_text,\n normalized_text,\n int(speaker_id),\n int(chapter_id),\n utterance_id,\n )\n\n\nclass LIBRITTS(Dataset):\n \"\"\"Create a Dataset for LibriTTS.\n\n Args:\n root (str): Path to the directory where the dataset is found or downloaded.\n url (str, optional): The URL to download the dataset from,\n or the type of the dataset to dowload.\n Allowed type values are ``\"dev-clean\"``, ``\"dev-other\"``, ``\"test-clean\"``,\n ``\"test-other\"``, ``\"train-clean-100\"``, ``\"train-clean-360\"`` and\n ``\"train-other-500\"``. (default: ``\"train-clean-100\"``)\n folder_in_archive (str, optional):\n The top-level directory of the dataset. (default: ``\"LibriTTS\"``)\n download (bool, optional):\n Whether to download the dataset if it is not found at root path. (default: ``False``).\n \"\"\"\n\n _ext_original_txt = \".original.txt\"\n _ext_normalized_txt = \".normalized.txt\"\n _ext_audio = \".wav\"\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: load_libritts_item\n Classes: LIBRITTS\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d4e94cca5bcc101399e2e8aec4db86507599854
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # coding: utf-8 ######################################################################### # 网站: <a href="http://www.crazyit.org">疯狂Java联盟</a> # # author yeeku.H.lee kongyeeku@163.com # # # # version 1.0 # # # # Copyright (C), 2001-2018, yeeku.H.Lee # # # # This program is protected by copyright laws. # # # # Program Name: # # # # <br>Date: # ######################################################################### import matplotlib.pyplot as plt import numpy as np # 构建数据 x_data = ['2011', '2012', '2013', '2014', '2015', '2016', '2017'] y_data = [58000, 60200, 63000, 71000, 84000, 90500, 107000] y_data2 = [52000, 54200, 51500,58300, 56800, 59500, 62700] bar_width=0.3 # Y轴数据使用range(len(x_data), 就是0、1、2... plt.barh(y=range(len(x_data)), width=y_data, label='疯狂Java讲义', color='steelblue', alpha=0.8, height=bar_width) # Y轴数据使用np.arange(len(x_data))+bar_width, # 就是bar_width、1+bar_width、2+bar_width...这样就和第一个柱状图并列了 plt.barh(y=np.arange(len(x_data))+bar_width, width=y_data2, label='疯狂Android讲义', color='indianred', alpha=0.8, height=bar_width) # 在柱状图上显示具体数值, ha参数控制水平对齐方式, va控制垂直对齐方式 for y, x in enumerate(y_data): plt.text(x+5000, y-bar_width/2, '%s' % x, ha='center', va='bottom')
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Unclosed '(' at line 24 - expected ')' Fix: Add body to For block or use 'pass' statement
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 1,866
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding: utf-8\r\n#########################################################################\r\n# \u7f51\u7ad9: <a href=\"http://www.crazyit.org\">\u75af\u72c2Java\u8054\u76df</a> #\r\n# author yeeku.H.lee kongyeeku@163.com #\r\n# #\r\n# version 1.0 #\r\n# #\r\n# Copyright (C), 2001-2018, yeeku.H.Lee #\r\n# #\r\n# This program is protected by copyright laws. #\r\n# #\r\n# Program Name: #\r\n# #\r\n# <br>Date: #\r\n#########################################################################\r\nimport matplotlib.pyplot as plt\r\nimport numpy as np\r\n\r\n# \u6784\u5efa\u6570\u636e\r\nx_data = ['2011', '2012', '2013', '2014', '2015', '2016', '2017']\r\ny_data = [58000, 60200, 63000, 71000, 84000, 90500, 107000]\r\ny_data2 = [52000, 54200, 51500,58300, 56800, 59500, 62700]\r\nbar_width=0.3\r\n# Y\u8f74\u6570\u636e\u4f7f\u7528range(len(x_data), \u5c31\u662f0\u30011\u30012...\r\nplt.barh(y=range(len(x_data)), width=y_data, label='\u75af\u72c2Java\u8bb2\u4e49', \r\n color='steelblue', alpha=0.8, height=bar_width)\r\n# Y\u8f74\u6570\u636e\u4f7f\u7528np.arange(len(x_data))+bar_width, \r\n# \u5c31\u662fbar_width\u30011+bar_width\u30012+bar_width...\u8fd9\u6837\u5c31\u548c\u7b2c\u4e00\u4e2a\u67f1\u72b6\u56fe\u5e76\u5217\u4e86\r\nplt.barh(y=np.arange(len(x_data))+bar_width, width=y_data2, \r\n label='\u75af\u72c2Android\u8bb2\u4e49', color='indianred', alpha=0.8, height=bar_width)\r\n\r\n# \u5728\u67f1\u72b6\u56fe\u4e0a\u663e\u793a\u5177\u4f53\u6570\u503c, ha\u53c2\u6570\u63a7\u5236\u6c34\u5e73\u5bf9\u9f50\u65b9\u5f0f, va\u63a7\u5236\u5782\u76f4\u5bf9\u9f50\u65b9\u5f0f\r\nfor y, x in enumerate(y_data):\r\n plt.text(x+5000, y-bar_width/2, '%s' % x, ha='center', va='bottom')"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Unclosed '(' at line 24 - expected ')'\n\n Fix: Add body to For block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
5d4ed462393daeadb0c9bc3293879acfa5af3ab3
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Created on Tue Dec 18 20:13:57 2018 @author: allen """ import random, os, json, datetime, time from flask import Flask, Response from pymongo import MongoClient from bson import json_util app = Flask(__name__) MONGO_URI = "mongodb://mongodb:27017" # "mongodb:<container_name>:27017" mongdb_client= MongoClient(MONGO_URI) random_numbers = mongdb_client.demo.random_numbers time.sleep(5) # hack for the mongoDb database to get running ###################### ## ########################## from pymodm.connection import connect from pymongo.write_concern import WriteConcern from pymodm import MongoModel, fields # Connect to MongoDB and call the connection "my-app". connect("mongodb://mongodb:27017/myDatabase", alias="my-app") class User(MongoModel): email = fields.EmailField(primary_key=True) first_name = fields.CharField() last_name = fields.CharField() class Meta: write_concern = WriteConcern(j=True) connection_alias = 'my-app' @app.route("/") def hello(): html = "<h3> Hello world...</h3>" #User('user@email.com', name, 'Ross').save() return html @app.route("/add_user/<name>") def add_user(name): #User('user@email.com', name, 'Ross').save() html = "<h3> Hello </h3>" User('user@email.com', name, 'Ross').save() return "name {} save to database".format(name) @app.route("/random/<int:lower>/<int:upper>") def random_generator(lower, upper): number = str(random.randint(lower, upper)) random_numbers.update( {"_id" : "lasts"}, {"$push" : { "items" : { "$each": [{"value" : number, "date": datetime.datetime.utcnow()}], "$sort" : {"date" : -1}, "$slice" : 5 } }}, upsert=True ) return Response(number, status=200, mimetype='application/json') @app.route("/random-list") def last_number_list(): last_numbers = list(random_numbers.find({"_id" : "lasts"})) extracted = [d['value'] for d in last_numbers[0]['items']] return Response(json.dumps(extracted, default=json_util.default), status=200, mimetype='application/json') if __name__ == "__main__": port = int(os.environ.get('PORT', 5000)) ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: app.config['DEBUG'] = True app.run(host='0.0.0.0', port=port)
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 4
| 2
| 2,265
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\"\"\"\nCreated on Tue Dec 18 20:13:57 2018\n\n@author: allen\n\"\"\"\nimport random, os, json, datetime, time\n\nfrom flask import Flask, Response\nfrom pymongo import MongoClient\nfrom bson import json_util\n\n\napp = Flask(__name__)\n\nMONGO_URI = \"mongodb://mongodb:27017\" # \"mongodb:<container_name>:27017\"\nmongdb_client= MongoClient(MONGO_URI)\nrandom_numbers = mongdb_client.demo.random_numbers\n\ntime.sleep(5) # hack for the mongoDb database to get running\n\n\n\n######################\n##\n##########################\nfrom pymodm.connection import connect\nfrom pymongo.write_concern import WriteConcern\nfrom pymodm import MongoModel, fields\n\n# Connect to MongoDB and call the connection \"my-app\".\nconnect(\"mongodb://mongodb:27017/myDatabase\", alias=\"my-app\")\nclass User(MongoModel):\n email = fields.EmailField(primary_key=True)\n first_name = fields.CharField()\n last_name = fields.CharField()\n\n class Meta:\n write_concern = WriteConcern(j=True)\n connection_alias = 'my-app'\n\n@app.route(\"/\")\ndef hello():\n html = \"<h3> Hello world...</h3>\"\n #User('user@email.com', name, 'Ross').save()\n return html\n\n@app.route(\"/add_user/<name>\")\ndef add_user(name):\n #User('user@email.com', name, 'Ross').save()\n html = \"<h3> Hello </h3>\"\n User('user@email.com', name, 'Ross').save()\n return \"name {} save to database\".format(name)\n\n\n\n@app.route(\"/random/<int:lower>/<int:upper>\")\ndef random_generator(lower, upper):\n number = str(random.randint(lower, upper))\n random_numbers.update(\n {\"_id\" : \"lasts\"},\n {\"$push\" : {\n \"items\" : {\n \"$each\": [{\"value\" : number, \"date\": datetime.datetime.utcnow()}],\n \"$sort\" : {\"date\" : -1},\n \"$slice\" : 5\n }\n }},\n upsert=True\n )\n\n return Response(number, status=200, mimetype='application/json')\n\n\n@app.route(\"/random-list\")\ndef last_number_list():\n last_numbers = list(random_numbers.find({\"_id\" : \"lasts\"}))\n extracted = [d['value'] for d in last_numbers[0]['items']]\n\n return Response(json.dumps(extracted, default=json_util.default), status=200, mimetype='application/json')\n\n\nif __name__ == \"__main__\":\n port = int(os.environ.get('PORT', 5000))\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n app.config['DEBUG'] = True\n app.run(host='0.0.0.0', port=port)"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
5d4ed8a99839b3110a2db17a408cf4dde65b3291
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #! /usr/bin/Python from gensim.models.keyedvectors import KeyedVectors from scipy import spatial from numpy import linalg import argparse import sys vector_file = sys.argv[1] if len(sys.argv) == 6: print('arguments wrong!') print(len(sys.argv)) exit() else: words = [sys.argv[2], sys.argv[3], sys.argv[4], sys.argv[5]] print(words) wvs = KeyedVectors.load_word2vec_format(vector_file, binary=True) print('WVs loaded.') for w in words: if w not in wvs.vocab: print('out of vocab!') exit() #print(wvs.most_similar(positive=[words[1], words[2]], negative=[words[0]], topn=3)) w1 = wvs[words[0]] w2 = wvs[words[1]] w3 = wvs[words[2]] w4 = wvs[words[3]] m1 = w1 / linalg.norm(w1) m2 = w2 / linalg.norm(w2) m3 = w3 / linalg.norm(w3) m4 = w4 / linalg.norm(w4) diff1 = w1 - w2 diff2 = w3 - w4 miff1 = m1 - m2 miff2 = m3 - m4 print('-------Word Space---------') print('to word-4: ', 1-spatial.distance.cosine(m2+m3-m1, m4)) print('to word-3: ', 1-spatial.distance.cosine(m1+m4-m2, m3)) print('to word-2: ', 1-spatial.distance.cosine(m4+m1-m3, m2)) print('to word-1: ', 1-spatial.distance.cosine(m2+m3-m4, m1)) print('------Analogy Space-------') print(' cosine: ', 1-spatial.distance.cosine(diff1, diff2)) print(' Euclidean: ', 1-linalg.norm(diff1-diff2)/(linalg.norm(diff1)+linalg.norm(diff2))) print(' M-cosine: ', 1-spatial.distance.cosine(miff1, miff2)) print('M-Euclidean: ', 1-linalg.norm(miff1-miff2)/(linalg.norm(miff1)+linalg.norm(miff2)))
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong comparison operator Severity: CRITICAL Location: Line 10 Buggy code: if len(sys.argv) == 6: Should be: if len(sys.argv) != 6: Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
intermediate
|
database
|
logical_errors
|
Pythoncode:Python
| 0
| 0
| 1,523
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#! /usr/bin/Python\r\n\r\nfrom gensim.models.keyedvectors import KeyedVectors\r\nfrom scipy import spatial\r\nfrom numpy import linalg\r\nimport argparse\r\nimport sys\r\n\r\nvector_file = sys.argv[1]\r\nif len(sys.argv) == 6:\r\n\tprint('arguments wrong!')\r\n\tprint(len(sys.argv))\r\n\texit()\r\nelse:\r\n\twords = [sys.argv[2], sys.argv[3], sys.argv[4], sys.argv[5]]\r\n\tprint(words)\r\n\r\n\t\r\nwvs = KeyedVectors.load_word2vec_format(vector_file, binary=True)\r\nprint('WVs loaded.')\r\nfor w in words:\r\n\tif w not in wvs.vocab:\r\n\t\tprint('out of vocab!')\r\n\t\texit()\r\n\r\n#print(wvs.most_similar(positive=[words[1], words[2]], negative=[words[0]], topn=3))\r\n\r\nw1 = wvs[words[0]]\r\nw2 = wvs[words[1]]\r\nw3 = wvs[words[2]]\r\nw4 = wvs[words[3]]\r\n\r\nm1 = w1 / linalg.norm(w1)\r\nm2 = w2 / linalg.norm(w2)\r\nm3 = w3 / linalg.norm(w3)\r\nm4 = w4 / linalg.norm(w4)\r\n\r\ndiff1 = w1 - w2\r\ndiff2 = w3 - w4\r\nmiff1 = m1 - m2\r\nmiff2 = m3 - m4\r\n\r\nprint('-------Word Space---------')\r\nprint('to word-4: ', 1-spatial.distance.cosine(m2+m3-m1, m4))\r\nprint('to word-3: ', 1-spatial.distance.cosine(m1+m4-m2, m3))\r\nprint('to word-2: ', 1-spatial.distance.cosine(m4+m1-m3, m2))\r\nprint('to word-1: ', 1-spatial.distance.cosine(m2+m3-m4, m1))\r\nprint('------Analogy Space-------')\r\nprint(' cosine: ', 1-spatial.distance.cosine(diff1, diff2))\r\nprint(' Euclidean: ', 1-linalg.norm(diff1-diff2)/(linalg.norm(diff1)+linalg.norm(diff2)))\r\nprint(' M-cosine: ', 1-spatial.distance.cosine(miff1, miff2))\r\nprint('M-Euclidean: ', 1-linalg.norm(miff1-miff2)/(linalg.norm(miff1)+linalg.norm(miff2)))"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong comparison operator\n Severity: CRITICAL\n\n Location: Line 10\n\n Buggy code:\n if len(sys.argv) == 6:\n\n Should be:\n if len(sys.argv) != 6:\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
5d4f428d1c149bf1e2a1658ede1f6e9adcddbdd2
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import numpy as np import scipy as sp import scipy.sparse.linalg as splinalg def eig2_nL(g, tol_eigs = 1.0e-6, normalize:bool = True, dim:int=1): """ DESCRIPTION ----------- Computes the eigenvector that corresponds to the second smallest eigenvalue of the normalized Laplacian matrix then it uses sweep cut to round the solution. PARAMETERS (mandatory) ---------------------- g: graph object PARAMETERS (optional) --------------------- dim: positive, int default == 1 The number of eigenvectors or dimensions to compute. tol_eigs: positive float, double default == 1.0e-6 Tolerance for computation of the eigenvector that corresponds to the second smallest eigenvalue of the normalized Laplacian matrix. normalize: bool, default == True True if we should return the eigenvectors of the generalized eigenvalue problem associated with the normalized Laplacian. This should be on unless you know what you are doing. RETURNS ------ p: Eigenvector or Eigenvector matrixthat corresponds to the second smallest eigenvalue of the normalized Laplacian matrix and larger eigenvectors if dim >= 0. """ n = g.adjacency_matrix.shape[0] D_sqrt_neg = sp.sparse.spdiags(g.dn_sqrt.transpose(), 0, n, n) L = sp.sparse.identity(n) - D_sqrt_neg.dot((g.adjacency_matrix.dot(D_sqrt_neg))) emb_eig_val, p = splinalg.eigsh(L, which='SM', k=1+dim, tol = tol_eigs) F = np.real(p[:,1:]) if normalize: F *= g.dn_sqrt[:,np.newaxis] return F, emb_eig_val """ Random walks and local cuts in graphs, Chung, LAA 2007 We just form the sub-matrix of the Laplacian and use the eigenvector there. """ def eig2nL_subgraph(g, ref_nodes, tol_eigs = 1.0e-6, normalize: bool = True): A_sub = g.adjacency_matrix.tocsr()[ref_nodes, :].tocsc()[:, ref_nodes] nref = len(ref_nodes) D_sqrt_neg = sp.sparse.spdiags(g.dn_sqrt[ref_nodes].transpose(), 0, nref, nref) L_sub = sp.sparse.identity(nref) - D_sqrt_neg.dot((A_sub.dot(D_sqrt_neg))) emb_eig_val, emb_eig = splinalg.eigsh(L_sub, which='SM', k=1, tol=tol_eigs) emb_eig *= -1 if max(emb_eig) < 0 else 1 f = emb_eig[:,0] if normalize: f *= g.dn_sqrt[ref_nodes] return ((ref_nodes,f), emb_eig_val)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 2
| 0
| 2,497
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport numpy as np\nimport scipy as sp\nimport scipy.sparse.linalg as splinalg\n\n\ndef eig2_nL(g, tol_eigs = 1.0e-6, normalize:bool = True, dim:int=1):\n \"\"\"\n DESCRIPTION\n -----------\n\n Computes the eigenvector that corresponds to the second smallest eigenvalue\n of the normalized Laplacian matrix then it uses sweep cut to round the solution.\n\n PARAMETERS (mandatory)\n ----------------------\n\n g: graph object\n\n PARAMETERS (optional)\n ---------------------\n\n dim: positive, int\n default == 1\n The number of eigenvectors or dimensions to compute.\n\n tol_eigs: positive float, double\n default == 1.0e-6\n Tolerance for computation of the eigenvector that corresponds to\n the second smallest eigenvalue of the normalized Laplacian matrix.\n\n normalize: bool,\n default == True\n True if we should return the eigenvectors of the generalized\n eigenvalue problem associated with the normalized Laplacian.\n This should be on unless you know what you are doing.\n\n RETURNS\n ------\n\n p: Eigenvector or Eigenvector matrixthat\n corresponds to the second smallest eigenvalue of the\n normalized Laplacian matrix and larger eigenvectors if dim >= 0.\n \"\"\"\n\n n = g.adjacency_matrix.shape[0]\n\n D_sqrt_neg = sp.sparse.spdiags(g.dn_sqrt.transpose(), 0, n, n)\n\n L = sp.sparse.identity(n) - D_sqrt_neg.dot((g.adjacency_matrix.dot(D_sqrt_neg)))\n\n emb_eig_val, p = splinalg.eigsh(L, which='SM', k=1+dim, tol = tol_eigs)\n\n F = np.real(p[:,1:])\n if normalize:\n F *= g.dn_sqrt[:,np.newaxis]\n return F, emb_eig_val\n\n\n\n\"\"\"\nRandom walks and local cuts in graphs, Chung, LAA 2007\nWe just form the sub-matrix of the Laplacian and use the eigenvector there.\n\"\"\"\ndef eig2nL_subgraph(g, ref_nodes, tol_eigs = 1.0e-6, normalize: bool = True):\n A_sub = g.adjacency_matrix.tocsr()[ref_nodes, :].tocsc()[:, ref_nodes]\n nref = len(ref_nodes)\n D_sqrt_neg = sp.sparse.spdiags(g.dn_sqrt[ref_nodes].transpose(), 0, nref, nref)\n L_sub = sp.sparse.identity(nref) - D_sqrt_neg.dot((A_sub.dot(D_sqrt_neg)))\n emb_eig_val, emb_eig = splinalg.eigsh(L_sub, which='SM', k=1, tol=tol_eigs)\n emb_eig *= -1 if max(emb_eig) < 0 else 1\n f = emb_eig[:,0]\n if normalize:\n f *= g.dn_sqrt[ref_nodes]\n return ((ref_nodes,f), emb_eig_val)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5d5195b07f67a7785033de940e7003695bbf2ec4
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ ******************************************************************************* * Ledger Blue * (c) 2016 Ledger * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. ******************************************************************************** """ from ledgerblue.hexParser import IntelHexParser import argparse parser = argparse.ArgumentParser() parser.add_argument("--hex", help="Hex file to be converted as a C array") args = parser.parse_args() if args.hex == None: raise Exception("Missing hex filename to sign") parser = IntelHexParser(args.hex) def hexU8(value): return hex(0x100|(value & 0xFF))[3:] for a in parser.getAreas(): if (len(a.data) > 0x10000): raise BaseException("data must be splitted in chunks of 64k") print "0x" + hexU8(a.start >> 24) + ", 0x" + hexU8(a.start >> 16) + ", 0x" + hexU8(a.start >> 8) + ", 0x" + hexU8(a.start) + ", " print "0x" + hexU8(len(a.data) >> 24) + ", 0x" + hexU8(len(a.data) >> 16) + ", 0x" + hexU8(len(a.data) >> 8) + ", 0x" + hexU8(len(a.data)) + ", " # low @ to high @ offset = 0 while offset < len(a.data): string = "" for i in range(8): if offset+i < len(a.data): string += " 0x" + hexU8(a.data[offset+i]) + "," print string offset+=8
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 Block at line 37 has no indented body SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 42 ⚠️ Code quality: Unexpected indentation at line 43 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 49 Unexpected indentation at line 52 Unexpected indentation at line 53 ✨ Improvements: Add closing quote at line 1 Review code syntax
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 1
| 0
| 1,737
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\n*******************************************************************************\n* Ledger Blue\n* (c) 2016 Ledger\n*\n* Licensed under the Apache License, Version 2.0 (the \"License\");\n* you may not use this file except in compliance with the License.\n* You may obtain a copy of the License at\n*\n* http://www.apache.org/licenses/LICENSE-2.0\n*\n* Unless required by applicable law or agreed to in writing, software\n* distributed under the License is distributed on an \"AS IS\" BASIS,\n* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n* See the License for the specific language governing permissions and\n* limitations under the License.\n********************************************************************************\n\"\"\"\n\nfrom ledgerblue.hexParser import IntelHexParser\nimport argparse\n\nparser = argparse.ArgumentParser()\nparser.add_argument(\"--hex\", help=\"Hex file to be converted as a C array\")\n\nargs = parser.parse_args()\n\nif args.hex == None:\n\traise Exception(\"Missing hex filename to sign\")\n\n\nparser = IntelHexParser(args.hex)\n\ndef hexU8(value):\n\treturn hex(0x100|(value & 0xFF))[3:]\n\nfor a in parser.getAreas():\n\n\tif (len(a.data) > 0x10000):\n\t\traise BaseException(\"data must be splitted in chunks of 64k\")\n\n\tprint \"0x\" + hexU8(a.start >> 24) + \", 0x\" + hexU8(a.start >> 16) + \", 0x\" + hexU8(a.start >> 8) + \", 0x\" + hexU8(a.start) + \", \"\n\tprint \"0x\" + hexU8(len(a.data) >> 24) + \", 0x\" + hexU8(len(a.data) >> 16) + \", 0x\" + hexU8(len(a.data) >> 8) + \", 0x\" + hexU8(len(a.data)) + \", \"\n\n\t# low @ to high @\n\toffset = 0\n\twhile offset < len(a.data):\n\t\tstring = \"\"\n\t\tfor i in range(8):\n\t\t\tif offset+i < len(a.data):\n\t\t\t\tstring += \" 0x\" + hexU8(a.data[offset+i]) + \",\" \n\t\tprint string\n\t\toffset+=8"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n Block at line 37 has no indented body\n SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 42\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 43\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 49\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n\n\u2728 Improvements:\n Add closing quote at line 1\n Review code syntax"}]
| false
| null | null | null |
5d527097e73751e96803cabcd187b0fd2d52470c
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Copyright 2020 XAMES3. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or # implied. # See the License for the specific language governing permissions and # limitations under the License. # # ====================================================================== """ vdoXA is an open-source python package for trimming the videos. It is built as a subsystem for < XXXXX Not to be named XXXXX > project. Originally inspired by my colleague's work, I thought of improving the concept and build a tool to simplify the process. I hope it comes with strong support for continuous updates, reliable functions and overall ease of use. Read complete documentation at: <https://github.com/xames3/vdoxa>. """ from setuptools import find_packages, setup from vdoxa.vars import dev doclines = __doc__.split('\n') def use_readme() -> str: """Use `README.md` for parsing long description.""" with open('README.md') as file: return file.read() with open('requirements.txt', 'r') as requirements: required_packages = [package.rstrip() for package in requirements] setup( name=dev.PROJECT_NAME, version=dev.PROJECT_VERSION, url=dev.PROJECT_LINK, download_url=dev.PROJECT_LINK, author=dev.AUTHOR, author_email=dev.AUTHOR_EMAIL, maintainer=dev.AUTHOR, maintainer_email=dev.AUTHOR_EMAIL, classifiers=[ 'Intended Audience :: Developers', 'Intended Audience :: End Users/Desktop', 'Intended Audience :: Information Technology', 'Intended Audience :: Science/Research', 'License :: OSI Approved :: Apache Software License', 'Natural Language :: English', ], license=dev.PROJECT_LICENSE, description=f'{doclines[1]}', long_description=use_readme(), long_description_content_type='text/markdown', keywords='opencv2 cv2 moviepy', zip_safe=False, install_requires=required_packages, python_requires='~=3.6', include_package_data=True, packages=find_packages(), entry_points={ 'console_scripts': [ 'vdoxa = vdoxa.parser:main', ], } )
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 2,418
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright 2020 XAMES3. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or\n# implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n# ======================================================================\n\"\"\"\nvdoXA is an open-source python package for trimming the videos.\n\nIt is built as a subsystem for < XXXXX Not to be named XXXXX > project.\n\nOriginally inspired by my colleague's work, I thought of improving the\nconcept and build a tool to simplify the process. I hope it comes with\nstrong support for continuous updates, reliable functions and overall\nease of use.\n\nRead complete documentation at: <https://github.com/xames3/vdoxa>.\n\"\"\"\nfrom setuptools import find_packages, setup\n\nfrom vdoxa.vars import dev\n\ndoclines = __doc__.split('\\n')\n\n\ndef use_readme() -> str:\n \"\"\"Use `README.md` for parsing long description.\"\"\"\n with open('README.md') as file:\n return file.read()\n\n\nwith open('requirements.txt', 'r') as requirements:\n required_packages = [package.rstrip() for package in requirements]\n\nsetup(\n name=dev.PROJECT_NAME,\n version=dev.PROJECT_VERSION,\n url=dev.PROJECT_LINK,\n download_url=dev.PROJECT_LINK,\n author=dev.AUTHOR,\n author_email=dev.AUTHOR_EMAIL,\n maintainer=dev.AUTHOR,\n maintainer_email=dev.AUTHOR_EMAIL,\n classifiers=[\n 'Intended Audience :: Developers',\n 'Intended Audience :: End Users/Desktop',\n 'Intended Audience :: Information Technology',\n 'Intended Audience :: Science/Research',\n 'License :: OSI Approved :: Apache Software License',\n 'Natural Language :: English',\n ],\n license=dev.PROJECT_LICENSE,\n description=f'{doclines[1]}',\n long_description=use_readme(),\n long_description_content_type='text/markdown',\n keywords='opencv2 cv2 moviepy',\n zip_safe=False,\n install_requires=required_packages,\n python_requires='~=3.6',\n include_package_data=True,\n packages=find_packages(),\n entry_points={\n 'console_scripts': [\n 'vdoxa = vdoxa.parser:main',\n ],\n }\n)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5d52775ef423ec088ebd9b5618d6a0b7639f157e
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.contrib import messages from django.contrib.auth import login, authenticate from django.shortcuts import render, redirect from django.urls import reverse from django.views import View from application.forms import AuthenticateForm from application.views import get_navbar, Page class LoginView(View): def __init__(self, **kwargs): super().__init__(**kwargs) self.context = {} def get(self, request): self.context['navbar'] = get_navbar(request) self.context['form'] = AuthenticateForm() return render(request, Page.login, self.context) def post(self, request): self.context['navbar'] = get_navbar(request) data = request.POST form = AuthenticateForm(data) if form.is_valid(): user = authenticate( username=data['username'], password=data['password'], ) if user: login(request, user) messages.success(request, 'You have successfully logged in!') return redirect(reverse('main')) messages.error(request, 'Invalid username and password pair.', extra_tags='danger') else: messages.error(request, 'Invalid username and password pair.', extra_tags='danger') self.context['form'] = AuthenticateForm(data) return render(request, Page.login, self.context)
|
Syntax Analysis: Fixes: • Add docstring to class 'LoginView' • Add docstring to function 'post'
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 3
| 1
| 1,413
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.contrib import messages\nfrom django.contrib.auth import login, authenticate\nfrom django.shortcuts import render, redirect\nfrom django.urls import reverse\nfrom django.views import View\n\nfrom application.forms import AuthenticateForm\nfrom application.views import get_navbar, Page\n\n\nclass LoginView(View):\n def __init__(self, **kwargs):\n super().__init__(**kwargs)\n self.context = {}\n\n def get(self, request):\n self.context['navbar'] = get_navbar(request)\n self.context['form'] = AuthenticateForm()\n return render(request, Page.login, self.context)\n\n def post(self, request):\n self.context['navbar'] = get_navbar(request)\n data = request.POST\n form = AuthenticateForm(data)\n if form.is_valid():\n user = authenticate(\n username=data['username'],\n password=data['password'],\n )\n if user:\n login(request, user)\n messages.success(request, 'You have successfully logged in!')\n return redirect(reverse('main'))\n messages.error(request, 'Invalid username and password pair.', extra_tags='danger')\n else:\n messages.error(request, 'Invalid username and password pair.', extra_tags='danger')\n self.context['form'] = AuthenticateForm(data)\n return render(request, Page.login, self.context)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to class 'LoginView'\n \u2022 Add docstring to function 'post'"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
5d52a5f4ab272695a4c951a2d0a2e0909bf0ed0b
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright 2017 Mycroft AI Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # import inspect import logging import sys class LOG: """ Custom logger class that acts like logging.Logger The logger name is automatically generated by the module of the caller Usage: >>> LOG.debug('My message: %s', debug_str) 13:12:43.673 - :<module>:1 - DEBUG - My message: hi >>> LOG('custom_name').debug('Another message') 13:13:10.462 - custom_name - DEBUG - Another message """ base_path = "stdout" fmt = '%(asctime)s.%(msecs)03d - ' \ '%(name)s - %(levelname)s - %(message)s' datefmt = '%Y-%m-%d %H:%M:%S' formatter = logging.Formatter(fmt, datefmt) name = 'little_questions' level = "DEBUG" _loggers = {} @classmethod def set_level(cls, level="INFO"): cls.level = level for n in cls._loggers: cls._loggers[n].setLevel(cls.level) @classmethod def create_logger(cls, name): if name in cls._loggers: return cls._loggers[name] logger = logging.getLogger(name) logger.propagate = False stdout_handler = logging.StreamHandler(sys.stdout) stdout_handler.setFormatter(cls.formatter) logger.addHandler(stdout_handler) logger.setLevel(cls.level) cls._loggers[name] = logger return logger @classmethod def _log(cls): name = ""
|
if cls.name is not None: name = cls.name + " - " # Stack: # [0] - _log() # [1] - debug(), info(), warning(), or error() # [2] - caller stack = inspect.stack() # Record: # [0] - frame object # [1] - filename # [2] - line number # [3] - function # ... record = stack[2] name += record[3] + ':' + str(record[2]) logger = cls.create_logger(name) return logger @classmethod def info(cls, *args, **kwargs): cls._log().info(*args, **kwargs) @classmethod def debug(cls, *args, **kwargs): cls._log().debug(*args, **kwargs) @classmethod def warning(cls, *args, **kwargs): cls._log().warning(*args, **kwargs) @classmethod def error(cls, *args, **kwargs): cls._log().error(*args, **kwargs) @classmethod def exception(cls, *args, **kwargs): cls._log().exception(*args, **kwargs)
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 8
| 1
| 2,938
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2017 Mycroft AI Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\nimport inspect\nimport logging\nimport sys\n\n\nclass LOG:\n \"\"\"\n Custom logger class that acts like logging.Logger\n The logger name is automatically generated by the module of the caller\n\n Usage:\n >>> LOG.debug('My message: %s', debug_str)\n 13:12:43.673 - :<module>:1 - DEBUG - My message: hi\n >>> LOG('custom_name').debug('Another message')\n 13:13:10.462 - custom_name - DEBUG - Another message\n \"\"\"\n base_path = \"stdout\"\n fmt = '%(asctime)s.%(msecs)03d - ' \\\n '%(name)s - %(levelname)s - %(message)s'\n datefmt = '%Y-%m-%d %H:%M:%S'\n formatter = logging.Formatter(fmt, datefmt)\n name = 'little_questions'\n level = \"DEBUG\"\n _loggers = {}\n\n @classmethod\n def set_level(cls, level=\"INFO\"):\n cls.level = level\n for n in cls._loggers:\n cls._loggers[n].setLevel(cls.level)\n\n @classmethod\n def create_logger(cls, name):\n if name in cls._loggers:\n return cls._loggers[name]\n logger = logging.getLogger(name)\n logger.propagate = False\n stdout_handler = logging.StreamHandler(sys.stdout)\n stdout_handler.setFormatter(cls.formatter)\n logger.addHandler(stdout_handler)\n logger.setLevel(cls.level)\n cls._loggers[name] = logger\n return logger\n\n @classmethod\n def _log(cls):\n name = \"\""}, {"role": "assistant", "content": "\n if cls.name is not None:\n name = cls.name + \" - \"\n\n # Stack:\n # [0] - _log()\n # [1] - debug(), info(), warning(), or error()\n # [2] - caller\n stack = inspect.stack()\n\n # Record:\n # [0] - frame object\n # [1] - filename\n # [2] - line number\n # [3] - function\n # ...\n record = stack[2]\n name += record[3] + ':' + str(record[2])\n\n logger = cls.create_logger(name)\n return logger\n\n @classmethod\n def info(cls, *args, **kwargs):\n cls._log().info(*args, **kwargs)\n\n @classmethod\n def debug(cls, *args, **kwargs):\n cls._log().debug(*args, **kwargs)\n\n @classmethod\n def warning(cls, *args, **kwargs):\n cls._log().warning(*args, **kwargs)\n\n @classmethod\n def error(cls, *args, **kwargs):\n cls._log().error(*args, **kwargs)\n\n @classmethod\n def exception(cls, *args, **kwargs):\n cls._log().exception(*args, **kwargs)"}]
| false
| null | null | null |
5d52ada1ae418220d17ef038d3cc8e85cc6253d2
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- import json from alipay.aop.api.response.AlipayResponse import AlipayResponse class AlipayOpenMiniVersionAuditApplyResponse(AlipayResponse): def __init__(self): super(AlipayOpenMiniVersionAuditApplyResponse, self).__init__() self._speed_up = None self._speed_up_memo = None @property def speed_up(self): return self._speed_up @speed_up.setter def speed_up(self, value): self._speed_up = value @property def speed_up_memo(self): return self._speed_up_memo @speed_up_memo.setter def speed_up_memo(self, value): self._speed_up_memo = value def parse_response_content(self, response_content): response = super(AlipayOpenMiniVersionAuditApplyResponse, self).parse_response_content(response_content) if 'speed_up' in response: self.speed_up = response['speed_up'] if 'speed_up_memo' in response: self.speed_up_memo = response['speed_up_memo']
|
Functions: __init__, speed_up, speed_up, speed_up_memo, speed_up_memo Classes: AlipayOpenMiniVersionAuditApplyResponse This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 6
| 1
| 1,035
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\nimport json\n\nfrom alipay.aop.api.response.AlipayResponse import AlipayResponse\n\n\nclass AlipayOpenMiniVersionAuditApplyResponse(AlipayResponse):\n\n def __init__(self):\n super(AlipayOpenMiniVersionAuditApplyResponse, self).__init__()\n self._speed_up = None\n self._speed_up_memo = None\n\n @property\n def speed_up(self):\n return self._speed_up\n\n @speed_up.setter\n def speed_up(self, value):\n self._speed_up = value\n @property\n def speed_up_memo(self):\n return self._speed_up_memo\n\n @speed_up_memo.setter\n def speed_up_memo(self, value):\n self._speed_up_memo = value\n\n def parse_response_content(self, response_content):\n response = super(AlipayOpenMiniVersionAuditApplyResponse, self).parse_response_content(response_content)\n if 'speed_up' in response:\n self.speed_up = response['speed_up']\n if 'speed_up_memo' in response:\n self.speed_up_memo = response['speed_up_memo']"}, {"role": "assistant", "content": " Functions: __init__, speed_up, speed_up, speed_up_memo, speed_up_memo\n Classes: AlipayOpenMiniVersionAuditApplyResponse\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d53556c82d1a27255c1497656b5efc347cde76d
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os from PyQt5 import QtCore from PyQt5.QtCore import QRect, QPoint from PyQt5.QtGui import QMovie, QCloseEvent, QShowEvent from PyQt5.QtWidgets import QDialog, QLabel, QVBoxLayout, QApplication, QWidget class QLoadingDialog(QDialog): def __init__(self, parent=None): super(QLoadingDialog, self).__init__() self.setFixedSize(100, 100) # self.setWindowOpacity(0.8) self.setWindowFlags(QtCore.Qt.FramelessWindowHint) self.setAttribute(QtCore.Qt.WA_TranslucentBackground) app = QApplication.instance() curr_theme = "light" if app: curr_theme = app.property("theme") gif_file = os.path.abspath("./assets/icons/{}/loading.gif".format(curr_theme)) self.movie = QMovie(gif_file) self.label = QLabel() self.label.setMovie(self.movie) self.layout = QVBoxLayout(self) self.layout.addWidget(self.label) def center(self, host: QWidget = None): if host: hostGeometry: QRect = host.geometry() # dialogGeometry : QRect = self.geometry() centerPoint: QPoint = hostGeometry.center() centerPoint = host.mapToGlobal(centerPoint) offset = 30 targetPoint = QPoint(centerPoint.x() - offset, centerPoint.y() - offset) self.move(targetPoint) else: screen = QApplication.desktop().screenNumber(QApplication.desktop().cursor().pos()) centerPoint = QApplication.desktop().screenGeometry(screen).center() self.move(centerPoint) return self def showEvent(self, e: QShowEvent): if self.movie.state() == QMovie.NotRunning: self.movie.start() def closeEvent(self, e: QCloseEvent): if self.movie.state() == QMovie.Running: self.movie.stop() def exec_(self): self.center() return QDialog.exec_(self)
|
Functions: __init__, center, showEvent, closeEvent, exec_ Classes: QLoadingDialog This code demonstrates Pythoncode:Python programming.
|
advanced
|
database
|
code_explanation
|
Pythoncode:Python
| 5
| 1
| 1,923
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os\n\nfrom PyQt5 import QtCore\nfrom PyQt5.QtCore import QRect, QPoint\nfrom PyQt5.QtGui import QMovie, QCloseEvent, QShowEvent\nfrom PyQt5.QtWidgets import QDialog, QLabel, QVBoxLayout, QApplication, QWidget\n\n\nclass QLoadingDialog(QDialog):\n def __init__(self, parent=None):\n super(QLoadingDialog, self).__init__()\n self.setFixedSize(100, 100)\n # self.setWindowOpacity(0.8)\n self.setWindowFlags(QtCore.Qt.FramelessWindowHint)\n self.setAttribute(QtCore.Qt.WA_TranslucentBackground)\n app = QApplication.instance()\n curr_theme = \"light\"\n if app:\n curr_theme = app.property(\"theme\")\n gif_file = os.path.abspath(\"./assets/icons/{}/loading.gif\".format(curr_theme))\n self.movie = QMovie(gif_file)\n self.label = QLabel()\n self.label.setMovie(self.movie)\n self.layout = QVBoxLayout(self)\n self.layout.addWidget(self.label)\n\n def center(self, host: QWidget = None):\n if host:\n hostGeometry: QRect = host.geometry()\n # dialogGeometry : QRect = self.geometry()\n centerPoint: QPoint = hostGeometry.center()\n centerPoint = host.mapToGlobal(centerPoint)\n offset = 30\n targetPoint = QPoint(centerPoint.x() - offset, centerPoint.y() - offset)\n self.move(targetPoint)\n else:\n screen = QApplication.desktop().screenNumber(QApplication.desktop().cursor().pos())\n centerPoint = QApplication.desktop().screenGeometry(screen).center()\n self.move(centerPoint)\n return self\n\n def showEvent(self, e: QShowEvent):\n if self.movie.state() == QMovie.NotRunning:\n self.movie.start()\n\n def closeEvent(self, e: QCloseEvent):\n if self.movie.state() == QMovie.Running:\n self.movie.stop()\n\n def exec_(self):\n self.center()\n return QDialog.exec_(self)"}, {"role": "assistant", "content": " Functions: __init__, center, showEvent, closeEvent, exec_\n Classes: QLoadingDialog\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d53e848dc1be11f4d81bb7ffe655fc1c2f327c3
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # # PySNMP MIB module MWORKS-MIB (http://snmplabs.com/pysmi) # ASN.1 source file:///Users/davwang4/Dev/mibs.snmplabs.com/asn1/MWORKS-MIB # Produced by pysmi-0.3.4 at Wed May 1 14:16:04 2019 # On host DAVWANG4-M-1475 platf Error: SyntaxError / EOF
|
Fixed Code: # # PySNMP MIB module MWORKS-MIB (http://snmplabs.com/pysmi) # ASN.1 source file:///Users/davwang4/Dev/mibs.snmplabs.com/asn1/MWORKS-MIB # Produced by pysmi-0.3.4 at Wed May 1 14:16:04 2019 # On host DAVWANG4-M-1475 platform Darwin version 18.5.0 by user davwang4 # Using Python version 3.7.3 (default, Mar 27 2019, 09:23:15) # Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 222
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#\n# PySNMP MIB module MWORKS-MIB (http://snmplabs.com/pysmi)\n# ASN.1 source file:///Users/davwang4/Dev/mibs.snmplabs.com/asn1/MWORKS-MIB\n# Produced by pysmi-0.3.4 at Wed May 1 14:16:04 2019\n# On host DAVWANG4-M-1475 platf\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#\n# PySNMP MIB module MWORKS-MIB (http://snmplabs.com/pysmi)\n# ASN.1 source file:///Users/davwang4/Dev/mibs.snmplabs.com/asn1/MWORKS-MIB\n# Produced by pysmi-0.3.4 at Wed May 1 14:16:04 2019\n# On host DAVWANG4-M-1475 platform Darwin version 18.5.0 by user davwang4\n# Using Python version 3.7.3 (default, Mar 27 2019, 09:23:15) \n#\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d546fd247cbdfbb018dec6e3f4e3273ffdefdb8
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python import sys import re from subprocess import Popen, PIPE import argparse from pbxproj import XcodeProject, TreeType from pbxproj import FileOptions def main(): parser = argparse.ArgumentParser(description="MpireNxusMeasurement post build iOS script") parser.add_argument('ios_project_path', help="path to the folder of the iOS project generated by unity3d") with open('MpireNxusMeasurementPostBuildiOSLog.txt', 'w') as fileLog: # Log function with file injected. LogFunc = LogInput(fileLog) # Path of the Xcode SDK on the system. xcode_sdk_path = get_xcode_sdk_path(LogFunc) # Path for unity iOS Xcode project and framework on the system. unity_xcode_project_path, framework_path = get_paths(LogFunc, parser, xcode_sdk_path) # Edit the Xcode project using mod_pbxproj: # - Add the adSupport framework library. # - Add the iAd framework library. # - Change the compilation flags of the adjust project files to support non-ARC. edit_unity_xcode_project(LogFunc, unity_xcode_project_path, framework_path) # Removed. # Change the Xcode project directly: # - Allow objective-c exceptions # rewrite_unity_xcode_project(LogFunc, unity_xcode_project_path) sys.exit(0) def LogInput(writeObject): def Log(message, *args): messageNLine = (message if message else "None") + "\n" writeObject.write(messageNLine.format(*args)) return Log def get_paths(Log, parser, xcode_sdk_path): args, ignored_args = parser.parse_known_args() ios_project_path = args.ios_project_path unity_xcode_project_path = ios_project_path + "/Unity-iPhone.xcodeproj/project.pbxproj" Log("Unity3d Xcode project path: {0}", unity_xcode_project_path) framework_path = xcode_sdk_path + "/System/Library/Frameworks/" Log("framework path: {0}", framework_path) return unity_xcode_project_path, framework_path def edit_unity_xcode_project(Log, unity_xcode_project_path, framework_path): # load unity iOS pbxproj project file unity_XcodeProject = XcodeProject.load(unity_xcode_project_path) frameworks = unity_XcodeProject.get_or_create_group('Frameworks') file_options_security_framework = FileOptions(embed_framework=False, weak=True) unity_XcodeProject.add_file(framework_path + "Security.framework", parent=frameworks, tree='SDKROOT', force=False, file_options=file_options_security_framework) Log("added Security framework") # Add -ObjC to "Other Linker Flags" project settings. unity_XcodeProject.add_other_ldflags('-ObjC') # Save changes. unity_XcodeProject.save() ... [2 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 72: ... [2 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 17 Unexpected indentation at line 18 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 5
| 0
| 2,756
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport sys\nimport re\nfrom subprocess import Popen, PIPE\nimport argparse\n\nfrom pbxproj import XcodeProject, TreeType\nfrom pbxproj import FileOptions\n\ndef main():\n parser = argparse.ArgumentParser(description=\"MpireNxusMeasurement post build iOS script\")\n parser.add_argument('ios_project_path', help=\"path to the folder of the iOS project generated by unity3d\")\n \n with open('MpireNxusMeasurementPostBuildiOSLog.txt', 'w') as fileLog:\n # Log function with file injected.\n LogFunc = LogInput(fileLog)\n \n # Path of the Xcode SDK on the system.\n xcode_sdk_path = get_xcode_sdk_path(LogFunc)\n\n # Path for unity iOS Xcode project and framework on the system.\n unity_xcode_project_path, framework_path = get_paths(LogFunc, parser, xcode_sdk_path)\n\n # Edit the Xcode project using mod_pbxproj:\n # - Add the adSupport framework library.\n # - Add the iAd framework library.\n # - Change the compilation flags of the adjust project files to support non-ARC.\n edit_unity_xcode_project(LogFunc, unity_xcode_project_path, framework_path)\n\n # Removed.\n # Change the Xcode project directly:\n # - Allow objective-c exceptions\n # rewrite_unity_xcode_project(LogFunc, unity_xcode_project_path)\n sys.exit(0)\n\ndef LogInput(writeObject):\n def Log(message, *args):\n messageNLine = (message if message else \"None\") + \"\\n\"\n writeObject.write(messageNLine.format(*args))\n return Log\n\ndef get_paths(Log, parser, xcode_sdk_path):\n args, ignored_args = parser.parse_known_args()\n ios_project_path = args.ios_project_path\n\n unity_xcode_project_path = ios_project_path + \"/Unity-iPhone.xcodeproj/project.pbxproj\"\n Log(\"Unity3d Xcode project path: {0}\", unity_xcode_project_path)\n\n framework_path = xcode_sdk_path + \"/System/Library/Frameworks/\"\n Log(\"framework path: {0}\", framework_path)\n\n return unity_xcode_project_path, framework_path\n\ndef edit_unity_xcode_project(Log, unity_xcode_project_path, framework_path):\n # load unity iOS pbxproj project file\n unity_XcodeProject = XcodeProject.load(unity_xcode_project_path)\n\n frameworks = unity_XcodeProject.get_or_create_group('Frameworks')\n\n file_options_security_framework = FileOptions(embed_framework=False, weak=True)\n unity_XcodeProject.add_file(framework_path + \"Security.framework\", parent=frameworks, tree='SDKROOT', force=False, file_options=file_options_security_framework)\n Log(\"added Security framework\") \n\n # Add -ObjC to \"Other Linker Flags\" project settings.\n unity_XcodeProject.add_other_ldflags('-ObjC')\n\n # Save changes.\n unity_XcodeProject.save()\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 Invalid syntax at line 72: ... [2 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 17\n Unexpected indentation at line 18\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
5d54ea522a32fa91aca889c9606f036f2de763c3
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # == 1 == bar = [1, 2] def foo(bar): bar = sum(bar) return bar print(foo(bar)) # == 2 == bar = [1, 2] def foo(bar): bar[0] = 1 return sum(bar) print(foo(bar)) # == 3 == bar = [1, 2] def foo(): bar = sum(bar) return bar print(foo()) # == 4 == bar = [1, 2] def foo(bar): bar = [1, 2, 3, ] return sum(bar) print(foo(bar), bar) # == 5 == bar = [1, 2] def foo(bar): bar[:] = [1, 2, 3, ] return sum(bar) print(foo(bar), bar) # == 6 == try: bar = 1 / 0 print(bar) except ZeroDivisionError as bar: print(bar) print(bar) # == 7 == bar = [1, 2] print(list(bar for bar in bar)) print(bar) # == 8 == bar = [1, 2] f = lambda: sum(bar) print(f()) bar = [1, 2, 3, ] print(f()) # == 9 == bar = [1, 2] def foo(bar): return lambda: sum(bar) f = foo(bar) print(f()) bar = [1, 2, 3, ] print(f()) # == 10 == bar = [1, 2] foo = [] for i in bar: foo.append(lambda: i) print([f() for f in foo]) # == 11 == bar = [1, 2] foo = [ lambda: i for i in bar ] print(list(f() for f in foo)) # == 12 == bar = [1, 2] foo = [ lambda: i for i in bar ] print(list(f() for f in foo)) bar = [1, 2, 3, ] print(list(f() for f in foo)) bar[:] = [1, 2, 3, ] print(list(f() for f in foo)) # == 13 == bar = [1, 2] foo = [ lambda i=i: i for i in bar ] print(list(f() for f in foo))
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 6 Unexpected indentation at line 15 Unexpected indentation at line 24 Unexpected indentation at line 33 💡 Suggestions: Remove debug print() at line 7 before production Remove debug print() at line 16 before production Remove debug print() at line 25 before production
|
advanced
|
general
|
debugging
|
Pythoncode:Python
| 6
| 0
| 1,382
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# == 1 ==\nbar = [1, 2]\n\ndef foo(bar):\n bar = sum(bar)\n return bar\nprint(foo(bar))\n\n\n# == 2 ==\nbar = [1, 2]\n\ndef foo(bar):\n bar[0] = 1\n return sum(bar)\nprint(foo(bar))\n\n\n# == 3 ==\nbar = [1, 2]\n\ndef foo():\n bar = sum(bar)\n return bar\nprint(foo())\n\n\n# == 4 ==\nbar = [1, 2]\n\ndef foo(bar):\n bar = [1, 2, 3, ]\n return sum(bar)\nprint(foo(bar), bar)\n\n\n# == 5 ==\nbar = [1, 2]\n\ndef foo(bar):\n bar[:] = [1, 2, 3, ]\n return sum(bar)\nprint(foo(bar), bar)\n\n\n# == 6 ==\ntry:\n bar = 1 / 0\n print(bar)\nexcept ZeroDivisionError as bar:\n print(bar)\nprint(bar)\n\n\n# == 7 ==\nbar = [1, 2]\n\nprint(list(bar for bar in bar))\nprint(bar)\n\n\n# == 8 ==\nbar = [1, 2]\n\nf = lambda: sum(bar)\nprint(f())\nbar = [1, 2, 3, ]\nprint(f())\n\n\n# == 9 ==\nbar = [1, 2]\n\ndef foo(bar):\n return lambda: sum(bar)\n\nf = foo(bar)\nprint(f())\nbar = [1, 2, 3, ]\nprint(f())\n\n\n# == 10 ==\nbar = [1, 2]\n\nfoo = []\nfor i in bar:\n foo.append(lambda: i)\n\nprint([f() for f in foo])\n\n# == 11 ==\nbar = [1, 2]\n\nfoo = [\n lambda: i\n for i in bar\n]\nprint(list(f() for f in foo))\n\n\n# == 12 ==\nbar = [1, 2]\n\nfoo = [\n lambda: i\n for i in bar\n]\nprint(list(f() for f in foo))\nbar = [1, 2, 3, ]\nprint(list(f() for f in foo))\nbar[:] = [1, 2, 3, ]\nprint(list(f() for f in foo))\n\n\n# == 13 ==\nbar = [1, 2]\n\nfoo = [\n lambda i=i: i\n for i in bar\n]\nprint(list(f() for f in foo))"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 6\n Unexpected indentation at line 15\n Unexpected indentation at line 24\n Unexpected indentation at line 33\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 7 before production\n Remove debug print() at line 16 before production\n Remove debug print() at line 25 before production"}]
| false
| null | null | null |
5d553e6733970b4280761ad4ec3ddb284ae1146d
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- # Author: Chmouel Boudjnah <chmouel@chmouel.com> # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. # See README.md for documentation import typing import argparse import base64 import hashlib import hmac import json import os import subprocess import sys import time import requests import ghapp_token def get_controller_route(): elroute = subprocess.run( f"kubectl get route -n {NAMESPACE} -l pipelines-as-code/route=controller -o json", shell=True, check=True, capture_output=True, ) return ( "https://" + json.loads(elroute.stdout)["items"][0]["status"]["ingress"][0]["host"] ) def get_controller_ingress(): elroute = subprocess.run( f"kubectl get ingress -n {NAMESPACE} -l pipelines-as-code/route=controller -o json", shell=True, check=True, capture_output=True, ) return ( "http://" + json.loads(elroute.stdout)["items"][0]["spec"]["rules"][0]["host"] ) def get_token_secret( github_api_url=ghapp_token.GITHUB_API_URL, expiration_time=EXPIRE_MINUTES_AS_SECONDS ): secret = subprocess.run( f"kubectl get secret {SECRET_NAME} -n{NAMESPACE} -o json", shell=True, check=True, capture_output=True, ) jeez = json.loads(secret.stdout) private_key = base64.b64decode(jeez["data"]["github-private-key"]) app_id = base64.b64decode(jeez["data"]["github-application-id"]) webhook_secret = base64.b64decode(jeez["data"]["webhook.secret"]).decode() if not private_key or not app_id or not webhook_secret: print( f"private_key={private_key[1:10]} or app_id={app_id} or webhook_secret={webhook_secret} are empty" ) sys.exit(1) gh = ghapp_token.GitHub( private_key, app_id, expiration_time, github_api_url, ) return gh.token, webhook_secret, app_id def _request_app_delivery(token, iid=None, api_url=ghapp_token.GITHUB_API_URL): url = f"{api_url}/app/hook/deliveries" if iid: url += f"/{iid}" headers = { "Accept": "application/vnd.github.v3+json", "Authorization": f"Bearer {token}", } return requests.request("GET", url, headers=headers) ... [8 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 4
| 0
| 2,838
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n# Author: Chmouel Boudjnah <chmouel@chmouel.com>\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n# See README.md for documentation\nimport typing\nimport argparse\nimport base64\nimport hashlib\nimport hmac\nimport json\nimport os\nimport subprocess\nimport sys\nimport time\n\nimport requests\nimport ghapp_token\n\ndef get_controller_route():\n elroute = subprocess.run(\n f\"kubectl get route -n {NAMESPACE} -l pipelines-as-code/route=controller -o json\",\n shell=True,\n check=True,\n capture_output=True,\n )\n return (\n \"https://\"\n + json.loads(elroute.stdout)[\"items\"][0][\"status\"][\"ingress\"][0][\"host\"]\n )\n\n\ndef get_controller_ingress():\n elroute = subprocess.run(\n f\"kubectl get ingress -n {NAMESPACE} -l pipelines-as-code/route=controller -o json\",\n shell=True,\n check=True,\n capture_output=True,\n )\n return (\n \"http://\" + json.loads(elroute.stdout)[\"items\"][0][\"spec\"][\"rules\"][0][\"host\"]\n )\n\n\ndef get_token_secret(\n github_api_url=ghapp_token.GITHUB_API_URL, expiration_time=EXPIRE_MINUTES_AS_SECONDS\n):\n secret = subprocess.run(\n f\"kubectl get secret {SECRET_NAME} -n{NAMESPACE} -o json\",\n shell=True,\n check=True,\n capture_output=True,\n )\n jeez = json.loads(secret.stdout)\n private_key = base64.b64decode(jeez[\"data\"][\"github-private-key\"])\n app_id = base64.b64decode(jeez[\"data\"][\"github-application-id\"])\n webhook_secret = base64.b64decode(jeez[\"data\"][\"webhook.secret\"]).decode()\n if not private_key or not app_id or not webhook_secret:\n print(\n f\"private_key={private_key[1:10]} or app_id={app_id} or webhook_secret={webhook_secret} are empty\"\n )\n sys.exit(1)\n\n gh = ghapp_token.GitHub(\n private_key,\n app_id,\n expiration_time,\n github_api_url,\n )\n return gh.token, webhook_secret, app_id\n\n\ndef _request_app_delivery(token, iid=None, api_url=ghapp_token.GITHUB_API_URL):\n url = f\"{api_url}/app/hook/deliveries\"\n if iid:\n url += f\"/{iid}\"\n headers = {\n \"Accept\": \"application/vnd.github.v3+json\",\n \"Authorization\": f\"Bearer {token}\",\n }\n return requests.request(\"GET\", url, headers=headers)\n\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5d55a06354d86f35af5fb38858161328b7581a23
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from .algolia import search_by_nsuid from .algolia import search_by_platform from .algolia import search_by_query
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
beginner
|
database
|
debugging
|
Pythoncode:Python
| 0
| 0
| 114
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom .algolia import search_by_nsuid\nfrom .algolia import search_by_platform\nfrom .algolia import search_by_query"}, {"role": "assistant", "content": " Code analysis results:\n\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
5d579c372853402ecfd7e953a09a9d04c6d7c725
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Other solution # V2 def minWindow(s, t): need = collections.Counter(t) #hash table to store char frequency missing = len(t) #total number of chars we care start, end = 0, 0 i = 0 for j, char in enumerate(s, 1): #index j from 1 if need[char] > 0: missing -= 1 need[char] -= 1 if missing == 0: #match all chars while i < j and need[s[i]] < 0: #remove chars to find the real start need[s[i]] += 1 i += 1 need[s[i]] += 1 #make sure the first appearing char satisfies need[char]>0 missing += 1 #we missed this first char, so add missing by 1 if end == 0 or j-i < end-start: #update window start, end = i, j i += 1 #update i to start+1 for next window return s[start:end] # Time: O(|S|+|T|) # Space:O(|S|+|T|) # Refer from: # https://leetcode.com/problems/minimum-window-substring/solution/ # Sliding Window # We start with two pointers, leftleft and rightright initially pointing to the first element of the string S. # We use the rightright pointer to expand the window until we get a desirable window i.e. a window that contains all of the characters of T. # Once we have a window with all the characters, we can move the left pointer ahead one by one. If the window is still a desirable one we keep on updating the minimum window size. # If the window is not desirable any more, we repeat step 2 onwards. # The current window is s[i:j] and the result window is s[I:J]. In need[c] I store how many times I # need character c (can be negative) and missing tells how many characters are still missing. # In the loop, first add the new character to the window. Then, if nothing is missing, # remove as much as possible from the window start and then update the result. class Solution: ... [1 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 28 has no indented body Block at line 45 has no indented body IndentationError at line 47 ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 💡 Suggestions: Complete the expression on the last line Fix indentation to match Python syntax rules
|
advanced
|
api
|
debugging
|
Pythoncode:Python
| 1
| 1
| 2,039
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\n# Other solution\n# V2\n\ndef minWindow(s, t):\n need = collections.Counter(t) #hash table to store char frequency\n missing = len(t) #total number of chars we care\n start, end = 0, 0\n i = 0\n for j, char in enumerate(s, 1): #index j from 1\n if need[char] > 0:\n missing -= 1\n need[char] -= 1\n if missing == 0: #match all chars\n while i < j and need[s[i]] < 0: #remove chars to find the real start\n need[s[i]] += 1\n i += 1\n need[s[i]] += 1 #make sure the first appearing char satisfies need[char]>0\n missing += 1 #we missed this first char, so add missing by 1\n if end == 0 or j-i < end-start: #update window\n start, end = i, j\n i += 1 #update i to start+1 for next window\n return s[start:end]\n\n# Time: O(|S|+|T|)\n# Space:O(|S|+|T|)\n\n# Refer from:\n# https://leetcode.com/problems/minimum-window-substring/solution/\n\n\n# Sliding Window \n\n# We start with two pointers, leftleft and rightright initially pointing to the first element of the string S.\n# We use the rightright pointer to expand the window until we get a desirable window i.e. a window that contains all of the characters of T.\n# Once we have a window with all the characters, we can move the left pointer ahead one by one. If the window is still a desirable one we keep on updating the minimum window size.\n# If the window is not desirable any more, we repeat step 2 onwards.\n\n\n# The current window is s[i:j] and the result window is s[I:J]. In need[c] I store how many times I \n# need character c (can be negative) and missing tells how many characters are still missing. \n# In the loop, first add the new character to the window. Then, if nothing is missing, \n# remove as much as possible from the window start and then update the result.\n\nclass Solution:\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 Block at line 28 has no indented body\n Block at line 45 has no indented body\n IndentationError at line 47\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
5d58e721508a643ec9487a7f661ca1a66cd5a971
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.11.5 on 2017-10-17 04:12 from __future__ import unicode_literals from django.db import migrations import wagtail.core.blocks import wagtail.core.fields class Migration(migrations.Migration): dependencies = [ # Complete this line ] operations = [ migrations.AlterField( model_name='homepage', name='navigation', field=wagtail.core.fields.StreamField((('item', wagtail.core.blocks.StructBlock((('text', wagtail.core.blocks.CharBlock(help_text='If this is left blank, the title of the linked page will be used instead', max_length=16, required=False)), ('page', wagtail.core.blocks.PageChooserBlock(required=True))))),), blank=True, help_text='The list of navigation items', null=True), ), ]
|
The missing line is: ('home', '0001_initial'),
|
advanced
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 1
| 823
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.11.5 on 2017-10-17 04:12\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations\nimport wagtail.core.blocks\nimport wagtail.core.fields\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n # Complete this line\n ]\n\n operations = [\n migrations.AlterField(\n model_name='homepage',\n name='navigation',\n field=wagtail.core.fields.StreamField((('item', wagtail.core.blocks.StructBlock((('text', wagtail.core.blocks.CharBlock(help_text='If this is left blank, the title of the linked page will be used instead', max_length=16, required=False)), ('page', wagtail.core.blocks.PageChooserBlock(required=True))))),), blank=True, help_text='The list of navigation items', null=True),\n ),\n ]"}, {"role": "assistant", "content": "The missing line is:\n ('home', '0001_initial'),"}]
| false
| null | null | null |
5d5c6de0926f1a98ed21db39c4944a17b7f61725
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import torch import torch.nn as nn import torch.nn.functional as F class PGDModel(nn.Module): """ code adapted from https://github.com/karandwivedi42/adversarial/blob/master/main.py """ def __init__(self, basic_net, config): super(PGDModel, self).__init__() self.basic_net = basic_net self.rand = config['random_start'] self.step_size = config['step_size'] self.epsilon = config['epsilon'] self.num_steps = config['num_steps'] assert config['loss_func'] == 'xent', 'Only xent supported for now.' def forward(self, inputs, targets, attack=False): if not attack: return self.basic_net(inputs) x = inputs.clone() if self.rand: x = x + torch.zeros_like(x).uniform_(-self.epsilon, self.epsilon) for _ in range(self.num_steps): x.requires_grad_() with torch.enable_grad(): logits = self.basic_net(x) loss = F.cross_entropy(logits, targets, reduction='sum') grad = torch.autograd.grad(loss, x)[0] x = x.detach() + self.step_size * torch.sign(grad.detach()) x = torch.min(torch.max(x, inputs.detach() - self.epsilon), inputs.detach() + self.epsilon) x = torch.clamp(x, 0, 1) return self.basic_net(x) class PGDL2Model(nn.Module): """ code adapted from https://github.com/karandwivedi42/adversarial/blob/master/main.py """ def __init__(self, basic_net, config): super(PGDL2Model, self).__init__() self.basic_net = basic_net self.epsilon = config['epsilon'] self.rand = config['random_start'] self.step_size = config['step_size'] self.num_steps = config['num_steps
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 7 • Unclosed '[' at line 54 - expected ']' Fixes: • Complete the expression on the last line • Add closing quote at line 7 • Add closing ']' bracket
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 4
| 2
| 1,804
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\n\n\nclass PGDModel(nn.Module):\n \"\"\"\n code adapted from\n https://github.com/karandwivedi42/adversarial/blob/master/main.py\n \"\"\"\n\n def __init__(self, basic_net, config):\n super(PGDModel, self).__init__()\n self.basic_net = basic_net\n self.rand = config['random_start']\n self.step_size = config['step_size']\n self.epsilon = config['epsilon']\n self.num_steps = config['num_steps']\n assert config['loss_func'] == 'xent', 'Only xent supported for now.'\n\n def forward(self, inputs, targets, attack=False):\n if not attack:\n return self.basic_net(inputs)\n\n x = inputs.clone()\n if self.rand:\n x = x + torch.zeros_like(x).uniform_(-self.epsilon, self.epsilon)\n for _ in range(self.num_steps):\n x.requires_grad_()\n with torch.enable_grad():\n logits = self.basic_net(x)\n loss = F.cross_entropy(logits, targets, reduction='sum')\n grad = torch.autograd.grad(loss, x)[0]\n x = x.detach() + self.step_size * torch.sign(grad.detach())\n x = torch.min(torch.max(x, inputs.detach() - self.epsilon),\n inputs.detach() + self.epsilon)\n x = torch.clamp(x, 0, 1)\n\n return self.basic_net(x)\n\n\nclass PGDL2Model(nn.Module):\n \"\"\"\n code adapted from\n https://github.com/karandwivedi42/adversarial/blob/master/main.py\n \"\"\"\n\n def __init__(self, basic_net, config):\n super(PGDL2Model, self).__init__()\n self.basic_net = basic_net\n self.epsilon = config['epsilon']\n self.rand = config['random_start']\n self.step_size = config['step_size']\n self.num_steps = config['num_steps"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 7\n \u2022 Unclosed '[' at line 54 - expected ']'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 7\n \u2022 Add closing ']' bracket"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
5d5caf5c5d1415de34379e45359c322cac37e6ff
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. import unittest from unittest.mock import patch, MagicMock from typing import List, Tuple from .. import Storage # Module import to ensure we get plugins class StorageBaseTestCase(unittest.TestCase): 'A tiny test suite that can be used to check any Storage implementation.' def _check_write_and_read(self, storage: Storage, writes: List[bytes]): with storage.writer() as output:
|
for piece in writes: output.write(piece) sid = output.commit() with storage.reader(sid) as input: written = b''.join(writes) partial_read = input.read(3) if written: self.assertGreater(len(partial_read), 0) self.assertLessEqual(len(partial_read), 3) self.assertEqual(written, partial_read + input.read()) return sid ... [1 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 1
| 1,098
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n# Copyright (c) Facebook, Inc. and its affiliates.\n#\n# This source code is licensed under the MIT license found in the\n# LICENSE file in the root directory of this source tree.\n\nimport unittest\n\nfrom unittest.mock import patch, MagicMock\nfrom typing import List, Tuple\n\nfrom .. import Storage # Module import to ensure we get plugins\n\n\nclass StorageBaseTestCase(unittest.TestCase):\n 'A tiny test suite that can be used to check any Storage implementation.'\n\n def _check_write_and_read(self, storage: Storage, writes: List[bytes]):\n with storage.writer() as output:"}, {"role": "assistant", "content": "\n for piece in writes:\n output.write(piece)\n sid = output.commit()\n with storage.reader(sid) as input:\n written = b''.join(writes)\n partial_read = input.read(3)\n if written:\n self.assertGreater(len(partial_read), 0)\n self.assertLessEqual(len(partial_read), 3)\n self.assertEqual(written, partial_read + input.read())\n return sid\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
5d5d633b271390741583d9b310e4391f6dfe899f
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # coding=utf-8 # *** WARNING: this file was generated by the Pulumi Terraform Bridge (tfgen) Tool. *** # *** Do not edit by hand unless you're certain you know what you are doing! *** import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities from . import outputs class GetKMSCryptoKeyVersionResult: """ A collection of values returned by getKMSCryptoKeyVersion. """ def __init__(__self__, algorithm=None, crypto_key=None, id=None, name=None, protection_level=None, public_keys=None, state=None, version=None): if algorithm and not isinstance(algorithm, str): raise TypeError("Expected argument 'algorithm' to be a str") pulumi.set(__self__, "algorithm", algorithm) if crypto_key and not isinstance(crypto_key, str): raise TypeError("Expected argument 'crypto_key' to be a str") pulumi.set(__self__, "crypto_key", crypto_key) if id and not isinstance(id, str): raise TypeError("Expected argument 'id' to be a str") pulumi.set(__self__, "id", id) if name and not isinstance(name, str): raise TypeError("Expected argument 'name' to be a str") pulumi.set(__self__, "name", name) if protection_level and not isinstance(protection_level, str): raise TypeError("Expected argument 'protection_level' to be a str") pulumi.set(__self__, "protection_level", protection_level) if public_keys and not isinstance(public_keys, list): raise TypeError("Expected argument 'public_keys' to be a list") pulumi.set(__self__, "public_keys", public_keys) if state and not isinstance(state, str): raise TypeError("Expected argument 'state' to be a str") pulumi.set(__self__, "state", state) if version and not isinstance(version, int): raise TypeError("Expected argument 'version' to be a int") pulumi.set(__self__, "version", version) @property @pulumi.getter def algorithm(self) -> str: """ The CryptoKeyVersionAlgorithm that this CryptoKeyVersion supports. """ return pulumi.get(self, "algorithm") @property @pulumi.getter(name="cryptoKey") def crypto_key(self) -> str: return pulumi.get(self, "crypto_key") @property @pulumi.getter def id(self) -> str: """ The provider-assigned unique ID for this managed resource. """ return pulumi.get(self, "id") @property @pulumi.getter def name(self) -> str: """ The resource name for this CryptoKeyVersion in the format `projects/*/locations/*/keyRings/*/cryptoKeys/*/cryptoKeyVersions/*` """ return pulumi.get(self, "name") @property @pulumi.getter(name="protectionLevel") ... [8 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 3 IndentationError at line 74 ⚠️ Code quality: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 40 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 72 ✨ Improvements: Complete the expression on the last line Add closing quote at line 3 Fix indentation to match Python syntax rules
|
advanced
|
database
|
code_review
|
Pythoncode:Python
| 5
| 1
| 2,938
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding=utf-8\n# *** WARNING: this file was generated by the Pulumi Terraform Bridge (tfgen) Tool. ***\n# *** Do not edit by hand unless you're certain you know what you are doing! ***\n\nimport warnings\nimport pulumi\nimport pulumi.runtime\nfrom typing import Any, Mapping, Optional, Sequence, Union, overload\nfrom .. import _utilities\nfrom . import outputs\n\nclass GetKMSCryptoKeyVersionResult:\n \"\"\"\n A collection of values returned by getKMSCryptoKeyVersion.\n \"\"\"\n def __init__(__self__, algorithm=None, crypto_key=None, id=None, name=None, protection_level=None, public_keys=None, state=None, version=None):\n if algorithm and not isinstance(algorithm, str):\n raise TypeError(\"Expected argument 'algorithm' to be a str\")\n pulumi.set(__self__, \"algorithm\", algorithm)\n if crypto_key and not isinstance(crypto_key, str):\n raise TypeError(\"Expected argument 'crypto_key' to be a str\")\n pulumi.set(__self__, \"crypto_key\", crypto_key)\n if id and not isinstance(id, str):\n raise TypeError(\"Expected argument 'id' to be a str\")\n pulumi.set(__self__, \"id\", id)\n if name and not isinstance(name, str):\n raise TypeError(\"Expected argument 'name' to be a str\")\n pulumi.set(__self__, \"name\", name)\n if protection_level and not isinstance(protection_level, str):\n raise TypeError(\"Expected argument 'protection_level' to be a str\")\n pulumi.set(__self__, \"protection_level\", protection_level)\n if public_keys and not isinstance(public_keys, list):\n raise TypeError(\"Expected argument 'public_keys' to be a list\")\n pulumi.set(__self__, \"public_keys\", public_keys)\n if state and not isinstance(state, str):\n raise TypeError(\"Expected argument 'state' to be a str\")\n pulumi.set(__self__, \"state\", state)\n if version and not isinstance(version, int):\n raise TypeError(\"Expected argument 'version' to be a int\")\n pulumi.set(__self__, \"version\", version)\n\n @property\n @pulumi.getter\n def algorithm(self) -> str:\n \"\"\"\n The CryptoKeyVersionAlgorithm that this CryptoKeyVersion supports.\n \"\"\"\n return pulumi.get(self, \"algorithm\")\n\n @property\n @pulumi.getter(name=\"cryptoKey\")\n def crypto_key(self) -> str:\n return pulumi.get(self, \"crypto_key\")\n\n @property\n @pulumi.getter\n def id(self) -> str:\n \"\"\"\n The provider-assigned unique ID for this managed resource.\n \"\"\"\n return pulumi.get(self, \"id\")\n\n @property\n @pulumi.getter\n def name(self) -> str:\n \"\"\"\n The resource name for this CryptoKeyVersion in the format `projects/*/locations/*/keyRings/*/cryptoKeys/*/cryptoKeyVersions/*`\n \"\"\"\n return pulumi.get(self, \"name\")\n\n @property\n @pulumi.getter(name=\"protectionLevel\")\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 3\n IndentationError at line 74\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 40\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 72\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 3\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
5d5d8bde571d6e8d8f2723242cd35348a71ff40f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python3 import itertools # Constants NUMBERS = range(0, 10) # Main Execution def main(): count = 0 for length in range(0, len(NUMBERS) + 1): for subset in itertools.combinations(NUMBERS, length): if sum(subset) % 3 == 0: count += 1 print(count) if __name__ == '__main__': main()
|
Functions: main This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 353
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport itertools\n\n# Constants\n\nNUMBERS = range(0, 10)\n\n# Main Execution\n\ndef main():\n count = 0\n for length in range(0, len(NUMBERS) + 1):\n for subset in itertools.combinations(NUMBERS, length):\n if sum(subset) % 3 == 0:\n count += 1\n\n print(count)\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Functions: main\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d5e98fd28e904d5e1f509a5b35e66ec3047cc56
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright (C) 2015-2021 Regents of the University of California # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import enum import logging import os import shutil from abc import ABC, abstractmethod from argparse import ArgumentParser, _ArgumentGroup from contextlib import contextmanager from typing import (Any, class BatchJobExitReason(enum.Enum): FINISHED: int = 1 # Successfully finished. FAILED: int = 2 # Job finished, but failed. LOST: int = 3 # Preemptable failure (job's executing host went away). KILLED: int = 4 # Job killed before finishing. ERROR: int = 5 # Internal error. MEMLIMIT: int ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: class UpdatedBatchJobInfo(NamedTuple): jobID: int exitStatus: int """
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 4
| 1,130
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright (C) 2015-2021 Regents of the University of California\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\nimport enum\nimport logging\nimport os\nimport shutil\nfrom abc import ABC, abstractmethod\nfrom argparse import ArgumentParser, _ArgumentGroup\nfrom contextlib import contextmanager\nfrom typing import (Any,\nclass BatchJobExitReason(enum.Enum):\n FINISHED: int = 1 # Successfully finished.\n FAILED: int = 2 # Job finished, but failed.\n LOST: int = 3 # Preemptable failure (job's executing host went away).\n KILLED: int = 4 # Job killed before finishing.\n ERROR: int = 5 # Internal error.\n MEMLIMIT: int\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\nclass UpdatedBatchJobInfo(NamedTuple):\n jobID: int\n exitStatus: int\n \"\"\""}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d5ec924b9a968b7509ed5badaef99e8de842bde
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- from lite_tools import get_md5, get_sha, get_sha3, get_b64e, get_b64d # about hashlib ==> get_md5, get_sha, get_sha3 || default mode=256 s = "test_information" # 这里只能丢字符串 print(get_md5(s)) # 5414ffd88fcb58417e64ecec51bb3a6b print(get_md5(s, upper=True)) # 5414FFD88FCB58417E64ECEC51BB3A6B print(get_md5(s, to_bin=True)) # b'T\x14\xff\xd8\x8f\xcbXA~d\xec\xecQ\xbb:k' # 转成二进制的需求没什么用但是可以保留 print(get_sha(s)) # d09869fdf901465c8566f0e2debfa3f6a3d878a8157e199c7c4c6dd755617f33 print(get_sha(s, to_bin=True)) # b'\xd0\x98i\xfd\xf9\x01F\\\x85f\xf0\xe2\xde\xbf\xa3\xf6\xa3\xd8x\xa8\x15~\x19\x9c|Lm\xd7Ua\x7f3' print(get_sha(s, mode=1)) # ada5dfdf0c9a76a84958310b838a70b6fd6d01f6 # default mode=256 // mode: 1 224 256 384 512 ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: print(get_sha3(s)) # 9c539ca35c6719f546e67837ff37fe7791e53fe40715cd4da0167c78c9adc2e8 print(get_sha3(s, to_bin=True)) # b'\x9cS\x9c\xa3\\g\x19\xf5F\xe6x7\xff7\xfew\x91\xe5?\xe4\x07\x15\xcdM\xa0\x16|x\xc9\xad\xc2\xe8' print(get_sha3(s, mode=1)) # return "" // SUPPORT: sha3_224 sha3_256 sha3_384 sha3_512// only need inputting: 224 256 384 512 # default mode=256 // mode: 224 256 384 512 print(get_sha3(s, mode=384)) # 95c09e20a139843eae877a64cd95d6a629b3c9ff383b5460557aab2612682d4228d05fe41606a79acf5ae1c4de35160c
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 794
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom lite_tools import get_md5, get_sha, get_sha3, get_b64e, get_b64d\n\n\n# about hashlib ==> get_md5, get_sha, get_sha3 || default mode=256\ns = \"test_information\" # \u8fd9\u91cc\u53ea\u80fd\u4e22\u5b57\u7b26\u4e32 \nprint(get_md5(s)) # 5414ffd88fcb58417e64ecec51bb3a6b\nprint(get_md5(s, upper=True)) # 5414FFD88FCB58417E64ECEC51BB3A6B\nprint(get_md5(s, to_bin=True)) # b'T\\x14\\xff\\xd8\\x8f\\xcbXA~d\\xec\\xecQ\\xbb:k' # \u8f6c\u6210\u4e8c\u8fdb\u5236\u7684\u9700\u6c42\u6ca1\u4ec0\u4e48\u7528\u4f46\u662f\u53ef\u4ee5\u4fdd\u7559\nprint(get_sha(s)) # d09869fdf901465c8566f0e2debfa3f6a3d878a8157e199c7c4c6dd755617f33\nprint(get_sha(s, to_bin=True)) # b'\\xd0\\x98i\\xfd\\xf9\\x01F\\\\\\x85f\\xf0\\xe2\\xde\\xbf\\xa3\\xf6\\xa3\\xd8x\\xa8\\x15~\\x19\\x9c|Lm\\xd7Ua\\x7f3'\nprint(get_sha(s, mode=1)) # ada5dfdf0c9a76a84958310b838a70b6fd6d01f6 # default mode=256 // mode: 1 224 256 384 512\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:\nprint(get_sha3(s)) # 9c539ca35c6719f546e67837ff37fe7791e53fe40715cd4da0167c78c9adc2e8\nprint(get_sha3(s, to_bin=True)) # b'\\x9cS\\x9c\\xa3\\\\g\\x19\\xf5F\\xe6x7\\xff7\\xfew\\x91\\xe5?\\xe4\\x07\\x15\\xcdM\\xa0\\x16|x\\xc9\\xad\\xc2\\xe8'\nprint(get_sha3(s, mode=1)) # return \"\" // SUPPORT: sha3_224 sha3_256 sha3_384 sha3_512// only need inputting: 224 256 384 512 # default mode=256 // mode: 224 256 384 512\nprint(get_sha3(s, mode=384)) # 95c09e20a139843eae877a64cd95d6a629b3c9ff383b5460557aab2612682d4228d05fe41606a79acf5ae1c4de35160c"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d6066cbcb225097d2a844447d53060bd3350b74
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import carmcmc as cm from gatspy.periodic import LombScargleFast import matplotlib.pyplot as plt import numpy as np def csample_from_files(datafile, chainfile, p, q): data = np.loadtxt(datafile) times, tind = np.unique(data[:,0], return_index=True) data = data[tind, :] chain = np.loadtxt(chainfile) assert chain.shape[1] == p + q + 5, 'dimension mismatch' return cm.CarmaSample(data[:,0], data[:,1], data[:,2], None, q=q, trace=chain[:,:-2], loglike=chain[:,-2], logpost=chain[:,-1]) def normalised_lombscargle(ts, ys, dys, oversampling=5, nyquist_factor=3): model = LombScargleFast().fit(ts, ys, dys) pers, pows = model.periodogram_auto(oversampling=oversampling, nyquist_factor=nyquist_factor) fs = 1.0/pers T = np.max(ts) - np.min(ts) mu = 1/T*np.trapz(ys, ts) s2 = 1/T*np.trapz(np.square(ys-mu), ts) return fs, s2*pows/np.trapz(pows, fs) def plot_psd_sample_data(sample, oversampling=5, nyquist_factor=3): psd_low, psd_high, psd_med, fs = sample.plot_power_spectrum(doShow=False) plt.clf() plt.loglog(fs, psd_med, '-b', alpha=0.33) plt.fill_between(fs, psd_low, psd_high, color='b', alpha=0.17) fs, psd = normalised_lombscargle(sample.time, sample.y, sample.ysig, oversampling=oversampling, nyquist_factor=nyquist_factor) bw = fs[-1] - fs[0] T = sample.time[-1] - sample.time[0] s2 = 1/T*np.trapz(np.square(sample.ysig), sample.time) noise_level = s2/bw levels = noise_level*np.sqrt(sample.get_samples('measerr_scale')) plt.axhline(np.median(levels), color='g', alpha=0.33) plt.fill_between(fs, np.percentile(levels, 84)+0*fs, np.percentile(levels, 16)+0*fs, color='g', alpha=0.17) plt.loglog(fs, psd, '-r', alpha=0.33) def plot_psd_sample_draw(sample, loc='upper left', oversampling=5, nyquist_factor=3): fs, psd = normalised_lombscargle(sample.time, sample.y, sample.ysig, oversampling=oversampling, nyquist_factor=nyquist_factor) ys_draw = sample.predict(sample.time, bestfit='random')[0] fs, dpsd = normalised_lombscargle(sample.time, ys_draw, sample.ysig, oversampling=oversampling, nyquist_factor=nyquist_factor) plt.loglog(fs, psd, '-k', label='Data', alpha=0.5) plt.loglog(fs, dpsd, '-b', label='Prediction', alpha=0.5) plt.legend(loc=loc)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 4
| 0
| 2,306
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport carmcmc as cm\nfrom gatspy.periodic import LombScargleFast\nimport matplotlib.pyplot as plt\nimport numpy as np\n\ndef csample_from_files(datafile, chainfile, p, q):\n data = np.loadtxt(datafile)\n\n times, tind = np.unique(data[:,0], return_index=True)\n data = data[tind, :]\n \n chain = np.loadtxt(chainfile)\n assert chain.shape[1] == p + q + 5, 'dimension mismatch'\n\n return cm.CarmaSample(data[:,0], data[:,1], data[:,2], None, q=q, trace=chain[:,:-2], loglike=chain[:,-2], logpost=chain[:,-1])\n\ndef normalised_lombscargle(ts, ys, dys, oversampling=5, nyquist_factor=3):\n model = LombScargleFast().fit(ts, ys, dys)\n\n pers, pows = model.periodogram_auto(oversampling=oversampling, nyquist_factor=nyquist_factor)\n fs = 1.0/pers\n\n T = np.max(ts) - np.min(ts)\n\n mu = 1/T*np.trapz(ys, ts)\n s2 = 1/T*np.trapz(np.square(ys-mu), ts)\n\n return fs, s2*pows/np.trapz(pows, fs)\n\n\ndef plot_psd_sample_data(sample, oversampling=5, nyquist_factor=3):\n psd_low, psd_high, psd_med, fs = sample.plot_power_spectrum(doShow=False)\n\n plt.clf()\n\n plt.loglog(fs, psd_med, '-b', alpha=0.33)\n plt.fill_between(fs, psd_low, psd_high, color='b', alpha=0.17)\n\n fs, psd = normalised_lombscargle(sample.time, sample.y, sample.ysig, oversampling=oversampling, nyquist_factor=nyquist_factor)\n\n bw = fs[-1] - fs[0]\n T = sample.time[-1] - sample.time[0]\n\n s2 = 1/T*np.trapz(np.square(sample.ysig), sample.time)\n noise_level = s2/bw\n levels = noise_level*np.sqrt(sample.get_samples('measerr_scale'))\n plt.axhline(np.median(levels), color='g', alpha=0.33)\n plt.fill_between(fs, np.percentile(levels, 84)+0*fs, np.percentile(levels, 16)+0*fs, color='g', alpha=0.17)\n\n plt.loglog(fs, psd, '-r', alpha=0.33)\n\ndef plot_psd_sample_draw(sample, loc='upper left', oversampling=5, nyquist_factor=3):\n fs, psd = normalised_lombscargle(sample.time, sample.y, sample.ysig, oversampling=oversampling, nyquist_factor=nyquist_factor)\n\n ys_draw = sample.predict(sample.time, bestfit='random')[0]\n\n fs, dpsd = normalised_lombscargle(sample.time, ys_draw, sample.ysig, oversampling=oversampling, nyquist_factor=nyquist_factor)\n\n plt.loglog(fs, psd, '-k', label='Data', alpha=0.5)\n plt.loglog(fs, dpsd, '-b', label='Prediction', alpha=0.5)\n plt.legend(loc=loc)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5d61d078db118ba78d2af9ae995c1fa84aa2f450
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Fast large file synchronization inspired by rsync. # # Author: Peter Odding <peter@peterodding.com> # Last Change: March 6, 2020 # URL: https://pdiffcopy.readthedocs.io """Parallel hashing of files using :mod:`multiprocessing` and :mod:`pdiffcopy.mp`.""" # Standard library modules. import functools import hashlib import os # External dependencies. from six.moves import range # Modules included in our package. from pdiffcopy.mp import WorkerPool # Public identifiers that require documentation. __all__ = ("compute_hashes", "hash_worker") def compute_hashes(filename, block_size, method, concurrency): """Compute checksums of a file in blocks (parallel).""" with WorkerPool( concurrency=concurrency, generator_fn=functools.partial(range, 0, os.path.getsize(filename), block_size), worker_fn=functools.partial(hash_worker, block_size=block_size, filename=filename, method=method), ) as pool: for offset, digest in pool: yield offset, digest def hash_worker(offset, block_size, filename, method): """Worker function to be run in child processes. with open(filename, "rb") as handle: handle.seek(offset) context = hashlib.new(method) context.update(handle.read(block_size)) return offset, context.hexdigest()
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 36 • Block at line 35 has no indented body • SyntaxError: unterminated triple-quoted string literal (detected at line 41) at line 36 Fixes: • Add closing quote at line 36 • Review code syntax
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 1,314
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Fast large file synchronization inspired by rsync.\n#\n# Author: Peter Odding <peter@peterodding.com>\n# Last Change: March 6, 2020\n # URL: https://pdiffcopy.readthedocs.io\n\n\"\"\"Parallel hashing of files using :mod:`multiprocessing` and :mod:`pdiffcopy.mp`.\"\"\"\n\n# Standard library modules.\nimport functools\nimport hashlib\nimport os\n\n# External dependencies.\nfrom six.moves import range\n\n# Modules included in our package.\nfrom pdiffcopy.mp import WorkerPool\n\n# Public identifiers that require documentation.\n__all__ = (\"compute_hashes\", \"hash_worker\")\n\n\ndef compute_hashes(filename, block_size, method, concurrency):\n \"\"\"Compute checksums of a file in blocks (parallel).\"\"\"\n with WorkerPool(\n concurrency=concurrency,\n generator_fn=functools.partial(range, 0, os.path.getsize(filename), block_size),\n worker_fn=functools.partial(hash_worker, block_size=block_size, filename=filename, method=method),\n ) as pool:\n for offset, digest in pool:\n yield offset, digest\n\n\ndef hash_worker(offset, block_size, filename, method):\n\"\"\"Worker function to be run in child processes.\n with open(filename, \"rb\") as handle:\n handle.seek(offset)\n context = hashlib.new(method)\n context.update(handle.read(block_size))\n return offset, context.hexdigest()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 36\n \u2022 Block at line 35 has no indented body\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 41) at line 36\n\n Fixes:\n \u2022 Add closing quote at line 36\n \u2022 Review code syntax"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
5d65143322eb65bf3b9638c414999e21eb0323db
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2014-2018 The PySCF Developers. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from __future__ import print_function import unittest from pyscf.nao.m_siesta_utils import get_siesta_command, get_pseudo class KnowValues(unittest.TestCase): def test_siesta2sv_df(self): import subprocess import os siesta_fdf = """ xml.write .true. PAO.EnergyShift 100 meV %block ChemicalSpeciesLabel 1 11 Na %endblock ChemicalSpeciesLabel NumberOfAtoms 2 NumberOfSpecies 1 %block AtomicCoordinatesAndAtomicSpecies 0.77573521 0.00000000 0.00000000 1 -0.77573521 0.00000000 0.00000000 1 %endblock AtomicCoordinatesAndAtomicSpecies MD.NumCGsteps 0 COOP.Write .true. WriteDenchar .true. """ label = 'siesta' fi = open(label+'.fdf', 'w') print(siesta_fdf, file=fi) fi.close() for sp in ['Na']: try: os.remove(sp+'.psf') except : pass try: pppath = get_pseudo(sp) except: print('get_pseudo( '+sp+' ) is not working--> skip siesta run' ) return os.symlink(pppath, sp+'.psf') errorcode = subprocess.call(get_siesta_command(label), shell=True) if errorcode: raise RuntimeError('siesta returned an error: {0}'.format(errorcode)) # run test system_vars from pyscf.nao import mf sv = mf(label=label) self.assertEqual(sv.norbs, 10) self.assertTrue( sv.diag_check() ) self.assertTrue( sv.overlap_check()) if __name__ == "__main__": unittest.main()
|
Functions: test_siesta2sv_df Classes: KnowValues This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 2,170
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2014-2018 The PySCF Developers. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nfrom __future__ import print_function\nimport unittest\nfrom pyscf.nao.m_siesta_utils import get_siesta_command, get_pseudo\n\nclass KnowValues(unittest.TestCase):\n \n def test_siesta2sv_df(self):\n import subprocess\n import os\n\n siesta_fdf = \"\"\"\n xml.write .true.\n PAO.EnergyShift 100 meV\n %block ChemicalSpeciesLabel\n 1 11 Na\n %endblock ChemicalSpeciesLabel\n \n NumberOfAtoms 2\n NumberOfSpecies 1\n %block AtomicCoordinatesAndAtomicSpecies\n 0.77573521 0.00000000 0.00000000 1\n -0.77573521 0.00000000 0.00000000 1\n %endblock AtomicCoordinatesAndAtomicSpecies\n \n MD.NumCGsteps 0\n COOP.Write .true.\n WriteDenchar .true.\n \"\"\"\n label = 'siesta'\n fi = open(label+'.fdf', 'w')\n print(siesta_fdf, file=fi)\n fi.close()\n for sp in ['Na']: \n try:\n os.remove(sp+'.psf')\n except :\n pass\n try:\n pppath = get_pseudo(sp)\n except:\n print('get_pseudo( '+sp+' ) is not working--> skip siesta run' )\n return\n os.symlink(pppath, sp+'.psf')\n errorcode = subprocess.call(get_siesta_command(label), shell=True)\n if errorcode: raise RuntimeError('siesta returned an error: {0}'.format(errorcode))\n\n # run test system_vars\n from pyscf.nao import mf\n sv = mf(label=label)\n self.assertEqual(sv.norbs, 10)\n self.assertTrue( sv.diag_check() )\n self.assertTrue( sv.overlap_check())\n\nif __name__ == \"__main__\": unittest.main()"}, {"role": "assistant", "content": " Functions: test_siesta2sv_df\n Classes: KnowValues\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d65c01cd0ad11126b7931d199f6927d742a24e8
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import pytest from moz_library.rental_books import RentalBooks class TestRentalBooks: @pytest.fixture() def books1(self): return RentalBooks() def test_can_extend_period_1(self, books1): assert books1._can_extend_period("延長できません") is False def test_can_extend_period_2(self, books1): assert books1._can_extend_period("すでに延長されています") is False def test_can_extend_period_3(self, books1): assert books1._can_extend_period("それ以外") is True
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 4
| 1
| 491
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport pytest\nfrom moz_library.rental_books import RentalBooks\n\n\nclass TestRentalBooks:\n @pytest.fixture()\n def books1(self):\n return RentalBooks()\n\n def test_can_extend_period_1(self, books1):\n assert books1._can_extend_period(\"\u5ef6\u9577\u3067\u304d\u307e\u305b\u3093\") is False\n\n def test_can_extend_period_2(self, books1):\n assert books1._can_extend_period(\"\u3059\u3067\u306b\u5ef6\u9577\u3055\u308c\u3066\u3044\u307e\u3059\") is False\n\n def test_can_extend_period_3(self, books1):\n assert books1._can_extend_period(\"\u305d\u308c\u4ee5\u5916\") is True"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5d65f544314984a2fee60579b78ec312b1835ccc
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import aspose.pydrawing as drawing import aspose.slides as slides def charts_multi_category_chart(): #ExStart:MultiCategoryChart # The path to the documents directory. outDir = "./examples/out/" with slides.Presentation() as pres: slide = pres.slides[0] ch = pres.slides[0].shapes.add_chart(slides.charts.ChartType.CLUSTERED_COLUMN, 100, 100, 600, 450) ch.chart_data.series.clear() ch.chart_data.categories.clear() fact = ch.chart_data.chart_data_workbook fact.clear(0) defaultWorksheetIndex = 0 category = ch.chart_data.categories.add(fact.get_cell(0, "c2", "A")) category.grouping_levels.set_grouping_item(1, "Group1") category = ch.chart_data.categories.add(fact.get_cell(0, "c3", "B")) category = ch.chart_data.categories.add(fact.get_cell(0, "c4", "C")) category.grouping_levels.set_grouping_item(1, "Group2") category = ch.chart_data.categories.add(fact.get_cell(0, "c5", "D")) category = ch.chart_data.categories.add(fact.get_cell(0, "c6", "E")) category.grouping_levels.set_grouping_item(1, "Group3") category = ch.chart_data.categories.add(fact.get_cell(0, "c7", "F")) category = ch.chart_data.categories.add(fact.get_cell(0, "c8", "G")) category.grouping_levels.set_grouping_item(1, "Group4") category = ch.chart_data.categories.add(fact.get_cell(0, "c9", "H")) # Adding Series series = ch.chart_data.series.add(fact.get_cell(0, "D1", "Series 1"), slides.charts.ChartType.CLUSTERED_COLUMN) series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, "D2", 10)) series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, "D3", 20)) series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, "D4", 30)) series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, "D5", 40)) series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, "D6", 50)) series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, "D7", 60)) series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, "D8", 70)) series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, "D9", 80)) # Save presentation with chart pres.save(outDir + "charts_multi_category_chart_out.pptx", slides.export.SaveFormat.PPTX) #ExEnd:MultiCategoryChart
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 2,625
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\ufeffimport aspose.pydrawing as drawing\nimport aspose.slides as slides\n\ndef charts_multi_category_chart():\n #ExStart:MultiCategoryChart\n # The path to the documents directory.\n outDir = \"./examples/out/\"\n\n with slides.Presentation() as pres:\n slide = pres.slides[0]\n\n ch = pres.slides[0].shapes.add_chart(slides.charts.ChartType.CLUSTERED_COLUMN, 100, 100, 600, 450)\n ch.chart_data.series.clear()\n ch.chart_data.categories.clear()\n\n\n fact = ch.chart_data.chart_data_workbook\n fact.clear(0)\n defaultWorksheetIndex = 0\n\n category = ch.chart_data.categories.add(fact.get_cell(0, \"c2\", \"A\"))\n category.grouping_levels.set_grouping_item(1, \"Group1\")\n category = ch.chart_data.categories.add(fact.get_cell(0, \"c3\", \"B\"))\n\n category = ch.chart_data.categories.add(fact.get_cell(0, \"c4\", \"C\"))\n category.grouping_levels.set_grouping_item(1, \"Group2\")\n category = ch.chart_data.categories.add(fact.get_cell(0, \"c5\", \"D\"))\n\n category = ch.chart_data.categories.add(fact.get_cell(0, \"c6\", \"E\"))\n category.grouping_levels.set_grouping_item(1, \"Group3\")\n category = ch.chart_data.categories.add(fact.get_cell(0, \"c7\", \"F\"))\n\n category = ch.chart_data.categories.add(fact.get_cell(0, \"c8\", \"G\"))\n category.grouping_levels.set_grouping_item(1, \"Group4\")\n category = ch.chart_data.categories.add(fact.get_cell(0, \"c9\", \"H\"))\n\n # Adding Series\n series = ch.chart_data.series.add(fact.get_cell(0, \"D1\", \"Series 1\"),\n slides.charts.ChartType.CLUSTERED_COLUMN)\n\n series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, \"D2\", 10))\n series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, \"D3\", 20))\n series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, \"D4\", 30))\n series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, \"D5\", 40))\n series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, \"D6\", 50))\n series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, \"D7\", 60))\n series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, \"D8\", 70))\n series.data_points.add_data_point_for_bar_series(fact.get_cell(defaultWorksheetIndex, \"D9\", 80))\n # Save presentation with chart\n pres.save(outDir + \"charts_multi_category_chart_out.pptx\", slides.export.SaveFormat.PPTX)\n #ExEnd:MultiCategoryChart"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5d66ab6b71d371d38fa50d90c8734a50bf50ee30
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from django import forms from django.contrib.auth.models import User from django.contrib.contenttypes.models import ContentType from django.utils.translation import gettext as _ from dcim.models import DeviceRole, DeviceType, Platform, Region, Site, SiteGroup from extras.choices import * from extras.models import * from extras.utils import FeatureQuery from netbox.forms.base import NetBoxModelFilterSetForm from tenancy.models import Tenant, TenantGroup from utilities.forms import ( class CustomFieldFilterForm(FilterForm): fieldsets = ( (None, ('q',)), ('Attributes', ('type', 'content_types', 'weight', 'required')), ) content_types = ContentTypeMultipleChoiceField( queryset=ContentType.objects.all(), limit_choices_to=FeatureQuery('custom_fields'), required=False ) type = MultipleChoiceField( choices=CustomFieldTypeChoices, required=False, label=_('Field type') ) weight = forms.IntegerField( required=False ) required = forms.NullBooleanField( required=False, widget=StaticSelect( choices=BOOLEAN_WITH_BLANK_CHOICES ) ) class CustomLinkFilterForm(FilterForm): # Complete this line (None, ('q',)), ('Attributes', ('content_type', 'enabled', 'new_window', 'weight')), ) content_type = ContentTypeChoiceField( queryset=ContentType.objects.all(), limit_choices_to=FeatureQuery('custom_links'), required=False ) enabled = forms.NullBooleanField( required=False, widget=StaticSelect( choices=BOOLEAN_WITH_BLANK_CHOICES ) ) new_window = forms.NullBooleanField( required=False, widget=StaticSelect( choices=BOOLEAN_WITH_BLANK_CHOICES ) ) weight = forms.IntegerField( required=False ) class ExportTemplateFilterForm(FilterForm): fieldsets = ( (None, ('q',)), ('Attributes', ('content_type', 'mime_type', 'file_extension', 'as_attachment')), ) content_type = ContentTypeChoiceField( queryset=ContentType.objects.all(), limit_choices_to=FeatureQuery('export_templates'), required=False ) mime_type = forms.CharField( required=False, label=_('MIME type') ) file_extension = forms.CharField( required=False ) as_attachment = forms.NullBooleanField( required=False, widget=StaticSelect( choices=BOOLEAN_WITH_BLANK_CHOICES ) ) ... [6 more classdefs truncated] ...
|
The missing line is: fieldsets = (
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 3
| 2,615
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom django import forms\nfrom django.contrib.auth.models import User\nfrom django.contrib.contenttypes.models import ContentType\nfrom django.utils.translation import gettext as _\n\nfrom dcim.models import DeviceRole, DeviceType, Platform, Region, Site, SiteGroup\nfrom extras.choices import *\nfrom extras.models import *\nfrom extras.utils import FeatureQuery\nfrom netbox.forms.base import NetBoxModelFilterSetForm\nfrom tenancy.models import Tenant, TenantGroup\nfrom utilities.forms import (\nclass CustomFieldFilterForm(FilterForm):\n fieldsets = (\n (None, ('q',)),\n ('Attributes', ('type', 'content_types', 'weight', 'required')),\n )\n content_types = ContentTypeMultipleChoiceField(\n queryset=ContentType.objects.all(),\n limit_choices_to=FeatureQuery('custom_fields'),\n required=False\n )\n type = MultipleChoiceField(\n choices=CustomFieldTypeChoices,\n required=False,\n label=_('Field type')\n )\n weight = forms.IntegerField(\n required=False\n )\n required = forms.NullBooleanField(\n required=False,\n widget=StaticSelect(\n choices=BOOLEAN_WITH_BLANK_CHOICES\n )\n )\n\n\nclass CustomLinkFilterForm(FilterForm):\n # Complete this line\n (None, ('q',)),\n ('Attributes', ('content_type', 'enabled', 'new_window', 'weight')),\n )\n content_type = ContentTypeChoiceField(\n queryset=ContentType.objects.all(),\n limit_choices_to=FeatureQuery('custom_links'),\n required=False\n )\n enabled = forms.NullBooleanField(\n required=False,\n widget=StaticSelect(\n choices=BOOLEAN_WITH_BLANK_CHOICES\n )\n )\n new_window = forms.NullBooleanField(\n required=False,\n widget=StaticSelect(\n choices=BOOLEAN_WITH_BLANK_CHOICES\n )\n )\n weight = forms.IntegerField(\n required=False\n )\n\n\nclass ExportTemplateFilterForm(FilterForm):\n fieldsets = (\n (None, ('q',)),\n ('Attributes', ('content_type', 'mime_type', 'file_extension', 'as_attachment')),\n )\n content_type = ContentTypeChoiceField(\n queryset=ContentType.objects.all(),\n limit_choices_to=FeatureQuery('export_templates'),\n required=False\n )\n mime_type = forms.CharField(\n required=False,\n label=_('MIME type')\n )\n file_extension = forms.CharField(\n required=False\n )\n as_attachment = forms.NullBooleanField(\n required=False,\n widget=StaticSelect(\n choices=BOOLEAN_WITH_BLANK_CHOICES\n )\n )\n\n\n\n ... [6 more classdefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n fieldsets = ("}]
| false
| null | null | null |
5d66c8be8ed85e591a27c5733a7d2e134250bc39
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/python3 ## write2cly.py - reads json (generated by sml_reader.py) from stdin ## - writes values to Corlysis time series InfluxDB ## ## Writes data from smart meter to time series database (InfluxDB) ## at Corlysis.com [1]. You need to configure your database and token ## in the config section. ## ## [1] https://corlysis.com/ ##==== license section ======== ## This code is under MIT License: Copyright (C) 2019 Bernd Künnen ## License details see https://choosealicense.com/licenses/mit/ ##==== config section ======== # define corlysis settings here - set db and token at least cly_base_url = 'https://corlysis.com:8086/write' cly_parameters = { "db": "energy", "u" : "token", "p" : "placeyourtokenhere", "precision": "ms"} # assign readable field names config = { "1.8.0": "Bezug", "2.8.0": "Einspeisung", "16.7.0": "Wirkleistung" } ##==== code section ==== no need to change lines below ==== ##-- import libraries import json, sys, requests import requests import time # load json from stdin try: myjson = json.load(sys.stdin) except: sys.stderr.write('!! error loading json') exit(1) # decode json try: line = "meter_data " # add each meter value to line for obis in myjson['data']: key = config[obis + 1] # set human readable field name value = myjson['data'][obis] # get value from smart meter line += key + '=' + str(value) + ',' # add key=value to insert line # cut off last comma line = line[:-1] # add timestamp as unix timestamp in ms line += ' ' + str(int(time.time()*1000)) #+ '\n' # post data into time series database; http response should be 204 r = requests.post(cly_base_url, params=cly_parameters, data=line) if r.status_code != 204 : sys.stderr.write(r.status_code) sys.stderr.write(r.content) # catch if input is no valid json except: sys.stderr.write('!!error: no data block in json') exit(2)
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Fix: Check loop bounds and array indices carefully
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 1,944
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/python3\n\n## write2cly.py - reads json (generated by sml_reader.py) from stdin\n## - writes values to Corlysis time series InfluxDB\n##\n## Writes data from smart meter to time series database (InfluxDB)\n## at Corlysis.com [1]. You need to configure your database and token\n## in the config section.\n##\n## [1] https://corlysis.com/\n\n\n##==== license section ========\n## This code is under MIT License: Copyright (C) 2019 Bernd K\u00fcnnen \n## License details see https://choosealicense.com/licenses/mit/\n\n\n##==== config section ========\n\n# define corlysis settings here - set db and token at least\ncly_base_url = 'https://corlysis.com:8086/write'\ncly_parameters = {\n \"db\": \"energy\",\n \"u\" : \"token\",\n \"p\" : \"placeyourtokenhere\",\n \"precision\": \"ms\"}\n\n# assign readable field names\nconfig = {\n \"1.8.0\": \"Bezug\",\n \"2.8.0\": \"Einspeisung\",\n \"16.7.0\": \"Wirkleistung\"\n}\n\n\n##==== code section ==== no need to change lines below ====\n\n##-- import libraries\nimport json, sys, requests\nimport requests\nimport time\n\n# load json from stdin\ntry:\n myjson = json.load(sys.stdin)\nexcept:\n sys.stderr.write('!! error loading json')\n exit(1)\n\n# decode json\ntry:\n line = \"meter_data \"\n # add each meter value to line\n for obis in myjson['data']:\n key = config[obis + 1]\t\t # set human readable field name\n value = myjson['data'][obis]\t # get value from smart meter\n line += key + '=' + str(value) + ',' # add key=value to insert line\n\n # cut off last comma\n line = line[:-1]\n\n # add timestamp as unix timestamp in ms\n line += ' ' + str(int(time.time()*1000)) #+ '\\n'\n\n # post data into time series database; http response should be 204\n r = requests.post(cly_base_url, params=cly_parameters, data=line)\n if r.status_code != 204 :\n sys.stderr.write(r.status_code)\n sys.stderr.write(r.content)\n\n# catch if input is no valid json\nexcept:\n sys.stderr.write('!!error: no data block in json')\n exit(2)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
5d66ef032fbd2dcf091b5ffde482a5d596613146
|
TheStack--python--000.parquet
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.