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 pytest from httmock import urlmatch, HTTMock from util.config import URLSchemeAndHostname from util.config.validator import ValidatorContext from util.config.validators import ConfigValidationException from util.config.validators.validate_bitbucket_trigger import BitbucketTriggerValidator from test.fixtures import * @pytest.mark.parametrize( "unvalidated_config", [ (ValidatorContext({})), (ValidatorContext({"BITBUCKET_TRIGGER_CONFIG": {}})), (ValidatorContext({"BITBUCKET_TRIGGER_CONFIG": {"CONSUMER_KEY": "foo"}})), (ValidatorContext({"BITBUCKET_TRIGGER_CONFIG": {"CONSUMER_SECRET": "foo"}})), ], ) def test_validate_invalid_bitbucket_trigger_config(unvalidated_config, app): validator = BitbucketTriggerValidator() with pytest.raises(ConfigValidationException): validator.validate(unvalidated_config) def test_validate_bitbucket_trigger(app): url_hit = [False] @urlmatch(netloc=r"bitbucket.org") def handler(url, request): url_hit[0] = True return { "status_code": 200, "content": "oauth_token=foo&oauth_token_secret=bar", } with HTTMock(handler): validator = BitbucketTriggerValidator() url_scheme_and_hostname = URLSchemeAndHostname("http", "localhost:5000") unvalidated_config = ValidatorContext( { "BITBUCKET_TRIGGER_CONFIG": { "CONSUMER_KEY": "foo", "CONSUMER_SECRET": "bar", }, }, url_scheme_and_hostname=url_scheme_and_hostname, ) validator.validate(unvalidated_config) assert url_hit[0]
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 33 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Avoid 'import *' at line 10 - import specific names
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 3
| 0
| 1,701
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport pytest\n\nfrom httmock import urlmatch, HTTMock\n\nfrom util.config import URLSchemeAndHostname\nfrom util.config.validator import ValidatorContext\nfrom util.config.validators import ConfigValidationException\nfrom util.config.validators.validate_bitbucket_trigger import BitbucketTriggerValidator\n\nfrom test.fixtures import *\n\n\n@pytest.mark.parametrize(\n \"unvalidated_config\",\n [\n (ValidatorContext({})),\n (ValidatorContext({\"BITBUCKET_TRIGGER_CONFIG\": {}})),\n (ValidatorContext({\"BITBUCKET_TRIGGER_CONFIG\": {\"CONSUMER_KEY\": \"foo\"}})),\n (ValidatorContext({\"BITBUCKET_TRIGGER_CONFIG\": {\"CONSUMER_SECRET\": \"foo\"}})),\n ],\n)\ndef test_validate_invalid_bitbucket_trigger_config(unvalidated_config, app):\n validator = BitbucketTriggerValidator()\n\n with pytest.raises(ConfigValidationException):\n validator.validate(unvalidated_config)\n\n\ndef test_validate_bitbucket_trigger(app):\n url_hit = [False]\n\n @urlmatch(netloc=r\"bitbucket.org\")\n def handler(url, request):\n url_hit[0] = True\n return {\n \"status_code\": 200,\n \"content\": \"oauth_token=foo&oauth_token_secret=bar\",\n }\n\n with HTTMock(handler):\n validator = BitbucketTriggerValidator()\n\n url_scheme_and_hostname = URLSchemeAndHostname(\"http\", \"localhost:5000\")\n unvalidated_config = ValidatorContext(\n {\n \"BITBUCKET_TRIGGER_CONFIG\": {\n \"CONSUMER_KEY\": \"foo\",\n \"CONSUMER_SECRET\": \"bar\",\n },\n },\n url_scheme_and_hostname=url_scheme_and_hostname,\n )\n\n validator.validate(unvalidated_config)\n\n assert url_hit[0]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 33\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 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Avoid 'import *' at line 10 - import specific names"}]
| false
| null | null | null |
e008c8c892e467ea561589969c08eaa2c9b808db
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- """ Created on Fri Mar 15 16:51:16 2019 @author: Silvan """ import numpy as np import scipy import matplotlib.pyplot as plt k=1000 n1=2.0 n2=1.0 alpha=np.pi/6.0 beta=np.arcsin(n2/n1*np.sin(alpha)) ya=1.0 xa=-ya*np.tan(alpha) yb=-1.0 xb=-yb*np.tan(beta) def s(x): return n1*np.sqrt((xa-x)**2+ya**2)+n2*np.sqrt((xb-x)**2+yb**2) def kernel(xa,xb): return 1.0/np.sqrt(xa**2+1)**(3/2.0)+1.0/np.sqrt(xa**2+1)**(3/2.0) def K(R): L=1000 #Maximum Number of subdivisions for integral calculations eps=0.01 N=50 x,dx=np.linspace(0.01,R,N,retstep=True) real=np.empty(N) imag=np.empty(N) real[0]=scipy.integrate.quad(lambda x: np.cos(k*s(x)),-x[0],x[0],epsrel=eps,limit=L)[0] imag[0]=scipy.integrate.quad(lambda x: np.sin(k*s(x)),-x[0],x[0],epsrel=eps,limit=L)[0] for i in range(1,N): r1=scipy.integrate.quad(lambda x: np.cos(k*s(x)),-x[i]-dx,-x[i],epsrel=eps,limit=L)[0] r2=scipy.integrate.quad(lambda x: np.cos(k*s(x)),x[i],x[i]+dx,epsrel=eps,limit=L)[0] real[i]=real[i-1]+r1+r2 i1=scipy.integrate.quad(lambda x: np.sin(k*s(x)),-x[i]-dx,-x[i],epsrel=eps,limit=L)[0] i2=scipy.integrate.quad(lambda x: np.sin(k*s(x)),x[i],x[i]+dx,epsrel=eps,limit=L)[0] imag[i]=imag[i-1]+i1+i2 return np.sqrt(real**2+imag**2),x,real,imag K2,x,r,i=K(3) M=
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 2 • Invalid syntax at line 55: M= Fix: Complete the truncated code structure
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 1,421
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n\"\"\"\r\nCreated on Fri Mar 15 16:51:16 2019\r\n\r\n@author: Silvan\r\n\"\"\"\r\n\r\nimport numpy as np\r\nimport scipy\r\nimport matplotlib.pyplot as plt\r\n\r\nk=1000\r\n\r\nn1=2.0\r\nn2=1.0\r\n\r\nalpha=np.pi/6.0\r\nbeta=np.arcsin(n2/n1*np.sin(alpha))\r\n\r\nya=1.0\r\nxa=-ya*np.tan(alpha)\r\nyb=-1.0\r\nxb=-yb*np.tan(beta)\r\n\r\ndef s(x):\r\n return n1*np.sqrt((xa-x)**2+ya**2)+n2*np.sqrt((xb-x)**2+yb**2)\r\n\r\ndef kernel(xa,xb):\r\n return 1.0/np.sqrt(xa**2+1)**(3/2.0)+1.0/np.sqrt(xa**2+1)**(3/2.0)\r\n\r\n\r\n\r\ndef K(R):\r\n L=1000 #Maximum Number of subdivisions for integral calculations\r\n eps=0.01\r\n N=50\r\n x,dx=np.linspace(0.01,R,N,retstep=True)\r\n real=np.empty(N)\r\n imag=np.empty(N)\r\n real[0]=scipy.integrate.quad(lambda x: np.cos(k*s(x)),-x[0],x[0],epsrel=eps,limit=L)[0]\r\n imag[0]=scipy.integrate.quad(lambda x: np.sin(k*s(x)),-x[0],x[0],epsrel=eps,limit=L)[0]\r\n for i in range(1,N):\r\n r1=scipy.integrate.quad(lambda x: np.cos(k*s(x)),-x[i]-dx,-x[i],epsrel=eps,limit=L)[0]\r\n r2=scipy.integrate.quad(lambda x: np.cos(k*s(x)),x[i],x[i]+dx,epsrel=eps,limit=L)[0]\r\n real[i]=real[i-1]+r1+r2\r\n i1=scipy.integrate.quad(lambda x: np.sin(k*s(x)),-x[i]-dx,-x[i],epsrel=eps,limit=L)[0]\r\n i2=scipy.integrate.quad(lambda x: np.sin(k*s(x)),x[i],x[i]+dx,epsrel=eps,limit=L)[0]\r\n imag[i]=imag[i-1]+i1+i2\r\n \r\n return np.sqrt(real**2+imag**2),x,real,imag\r\n\r\n\r\n\r\nK2,x,r,i=K(3)\r\nM="}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 2\n \u2022 Invalid syntax at line 55: M=\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e008cc40a9e990beff8a7a594350250e113f3691
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: """Remove the readthedocs elasticsearch index.""" from __future__ import absolute_import from django.conf import settings from django.core.management.base import BaseCommand from elasticsearch import Elasticsearch class Command(BaseCommand): """Clear elasticsearch index.""" def handle(self, *args, **options): """handle command.""" e_s = Elasticsearch(settings.ES_HOSTS) e_s.indices.delete(index='_all')
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
oop
|
refactoring
|
Pythoncode:Python
| 1
| 1
| 444
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"Remove the readthedocs elasticsearch index.\"\"\"\n\nfrom __future__ import absolute_import\n\nfrom django.conf import settings\nfrom django.core.management.base import BaseCommand\n\nfrom elasticsearch import Elasticsearch\n\n\nclass Command(BaseCommand):\n\n \"\"\"Clear elasticsearch index.\"\"\"\n\n def handle(self, *args, **options):\n \"\"\"handle command.\"\"\"\n e_s = Elasticsearch(settings.ES_HOSTS)\n e_s.indices.delete(index='_all')"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e0097d9cfd4f53f9d94ad08b373e659436909217
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # __BEGIN_LICENSE__ #Copyright (c) 2015, United States Government, as represented by the #Administrator of the National Aeronautics and Space Administration. #All rights reserved. # __END_LICENSE__ import os import time import random import shutil from glob import glob import traceback import sys from geocamUtil import FileUtil from django.conf import settings def getTempName(prefix, suffix=''): return '%s/%s-%s-%s%s' % (settings.TMP_DIR, prefix, Error: IndentationError / Incomplete Function
|
Fixed Code: # __BEGIN_LICENSE__ #Copyright (c) 2015, United States Government, as represented by the #Administrator of the National Aeronautics and Space Administration. #All rights reserved. # __END_LICENSE__ import os import time import random import shutil from glob import glob import traceback import sys from geocamUtil import FileUtil from django.conf import settings def getTempName(prefix, suffix=''): return '%s/%s-%s-%s%s' % (settings.TMP_DIR, Explanation: Complete the function 'getTempName' body and add missing return
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 5
| 0
| 490
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# __BEGIN_LICENSE__\n#Copyright (c) 2015, United States Government, as represented by the \n#Administrator of the National Aeronautics and Space Administration. \n#All rights reserved.\n# __END_LICENSE__\n\nimport os\nimport time\nimport random\nimport shutil\nfrom glob import glob\nimport traceback\nimport sys\n\nfrom geocamUtil import FileUtil\nfrom django.conf import settings\n\n\ndef getTempName(prefix, suffix=''):\n return '%s/%s-%s-%s%s' % (settings.TMP_DIR,\n prefix,\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# __BEGIN_LICENSE__\n#Copyright (c) 2015, United States Government, as represented by the \n#Administrator of the National Aeronautics and Space Administration. \n#All rights reserved.\n# __END_LICENSE__\n\nimport os\nimport time\nimport random\nimport shutil\nfrom glob import glob\nimport traceback\nimport sys\n\nfrom geocamUtil import FileUtil\nfrom django.conf import settings\n\n\ndef getTempName(prefix, suffix=''):\n return '%s/%s-%s-%s%s' % (settings.TMP_DIR,\n\n Explanation: Complete the function 'getTempName' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
e00c71d6078595059b1d0af82650622e80499174
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Ce fichier contient (au moins) cinq erreurs. # Instructions: # - tester jusqu'à atteindre 100% de couverture; # - corriger les bugs;" # - envoyer le diff ou le dépôt git par email.""" import hypothesis from hypothesis import given, settings from hypothesis.strategies import integers, lists class BinHeap: #structure de tas binaires d'entiers def __init__(self): #initialise un tas binaire d'entiers avec un element 0 self.heapList = [0] self.currentSize = 1#taille de la liste heapList (invariant) def percUp(self,i): #upward percolation until 0 reached or father is bigger while i // 2 > 0 and self.heapList[i] < self.heapList[i // 2]: tmp = self.heapList[i // 2] self.heapList[i // 2] = self.heapList[i] self.heapList[i] = tmp i //= 2 def insert(self,k): #inserting a new value into the heap self.heapList.append(k) self.percUp(self.currentSize) self.currentSize = self.currentSize + 1 def percDown(self,i): while (i * 2) < self.currentSize:#while I have a child mc = self.minChild(i)#mc is the index of the smallest if self.heapList[i] > self.heapList[mc]: tmp = self.heapList[i] self.heapList[i] = self.heapList[mc] self.heapList[mc] = tmp i = mc def minChild(self,i): if i * 2 >= self.currentSize or i == 0: print("No Child. None is returned.") return if i * 2 + 1 >= self.currentSize: return i * 2 else: # Complete this line return i * 2 else: return i * 2 + 1 def delMin(self): try: rval = self.heapList[1] except IndexError: print("Empty heap. Nothing is changed. None is returned.") return self.currentSize = self.currentSize - 1 self.heapList[1] = self.heapList[self.currentSize] self.heapList.pop() self.percDown(1) return rval def buildHeap(self,alist): #creates a whole heap from a list, by percolating all its elements i = 1 self.currentSize = len(alist) + 1# + 1 self.heapList = [0] + alist # enlever le [:] while (i < self.currentSize): self.percUp(i) i += 1 def assert_isheaplist(x,val,lon,HL): assert ((x * 2 + 1 > lon) or (x * 2 + 1 == lon and HL[2*x] >= val) or (HL[2*x] >= val and HL[2*x+1] >= val)) def assert_goodheap(tau,lon): for x in range(1,lon): assert_isheaplist(x,tau.heapList[x],tau.currentSize,tau.heapList) def test_init(): tau = BinHeap() assert tau.heapList == [0] assert tau.currentSize == 1 @given(integers()) @settings(max_examples=100) ... [7 more functiondefs truncated] ...
|
The missing line is: if self.heapList[i*2] < self.heapList[i*2+1]:
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 10
| 1
| 2,928
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Ce fichier contient (au moins) cinq erreurs.\n# Instructions:\n# - tester jusqu'\u00e0 atteindre 100% de couverture;\n# - corriger les bugs;\"\n# - envoyer le diff ou le d\u00e9p\u00f4t git par email.\"\"\"\nimport hypothesis\nfrom hypothesis import given, settings\nfrom hypothesis.strategies import integers, lists\n\nclass BinHeap:\n #structure de tas binaires d'entiers\n def __init__(self):\n #initialise un tas binaire d'entiers avec un element 0\n self.heapList = [0]\n self.currentSize = 1#taille de la liste heapList (invariant)\n\n def percUp(self,i):\n #upward percolation until 0 reached or father is bigger\n while i // 2 > 0 and self.heapList[i] < self.heapList[i // 2]:\n tmp = self.heapList[i // 2]\n self.heapList[i // 2] = self.heapList[i]\n self.heapList[i] = tmp\n i //= 2\n\n def insert(self,k):\n #inserting a new value into the heap\n self.heapList.append(k)\n self.percUp(self.currentSize)\n self.currentSize = self.currentSize + 1\n\n def percDown(self,i):\n while (i * 2) < self.currentSize:#while I have a child\n mc = self.minChild(i)#mc is the index of the smallest\n if self.heapList[i] > self.heapList[mc]:\n tmp = self.heapList[i]\n self.heapList[i] = self.heapList[mc]\n self.heapList[mc] = tmp\n i = mc\n\n def minChild(self,i):\n if i * 2 >= self.currentSize or i == 0:\n print(\"No Child. None is returned.\")\n return \n if i * 2 + 1 >= self.currentSize:\n return i * 2\n else:\n # Complete this line\n return i * 2\n else:\n return i * 2 + 1\n\n def delMin(self):\n try:\n rval = self.heapList[1]\n except IndexError:\n print(\"Empty heap. Nothing is changed. None is returned.\")\n return\n \n self.currentSize = self.currentSize - 1\n self.heapList[1] = self.heapList[self.currentSize]\n self.heapList.pop()\n self.percDown(1)\n return rval\n\n def buildHeap(self,alist):\n #creates a whole heap from a list, by percolating all its elements\n i = 1\n self.currentSize = len(alist) + 1# + 1\n self.heapList = [0] + alist # enlever le [:]\n while (i < self.currentSize):\n self.percUp(i)\n i += 1\n\n\ndef assert_isheaplist(x,val,lon,HL):\n assert ((x * 2 + 1 > lon) or (x * 2 + 1 == lon and HL[2*x] >= val) or (HL[2*x] >= val and HL[2*x+1] >= val))\n\ndef assert_goodheap(tau,lon):\n for x in range(1,lon):\n assert_isheaplist(x,tau.heapList[x],tau.currentSize,tau.heapList)\n \ndef test_init():\n tau = BinHeap()\n assert tau.heapList == [0]\n assert tau.currentSize == 1\n\n@given(integers())\n@settings(max_examples=100)\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n if self.heapList[i*2] < self.heapList[i*2+1]:"}]
| false
| null | null | null |
e00d7dd12724a0363ee40d8c349e7cccfb71d6f4
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- ... [8 more functiondefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 71
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e00dbb3c20046835e182d01718caf34d09944176
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from typing import List, Tuple from omegaconf import DictConfig import torch import torch.nn as nn import torch.nn.functional as F from rlcycle.common.abstract.loss import Loss class DQNLoss(Loss): """Compute double DQN loss""" def __init__(self, hyper_params: DictConfig, use_cuda: bool): Loss.__init__(self, hyper_params, use_cuda) def __call__( self, networks: Tuple[nn.Module, ...], data: Tuple[torch.Tensor, ...] ) -> Tuple[torch.Tensor, ...]: network, target_network = networks states, actions, rewards, next_states, dones = data q_value = network.forward(states).gather(1, actions) with torch.no_grad(): next_q = torch.max(target_network.forward(next_states), 1)[0].unsqueeze(1) n_step_gamma = self.hyper_params.gamma ** self.hyper_params.n_step target_q = rewards + (1 - dones) * n_step_gamma * next_q element_wise_loss = F.smooth_l1_loss( q_value, target_q.detach(), reduction="none" ) return element_wise_loss class QRLoss(Loss): """Compute quantile regression loss""" def __init__(self, hyper_params: DictConfig, use_cuda: bool): Loss.__init__(self, hyper_params, use_cuda) Error: SyntaxError / EOF
|
Fixed Code: from typing import List, Tuple from omegaconf import DictConfig import torch import torch.nn as nn import torch.nn.functional as F from rlcycle.common.abstract.loss import Loss class DQNLoss(Loss): """Compute double DQN loss""" def __init__(self, hyper_params: DictConfig, use_cuda: bool): Loss.__init__(self, hyper_params, use_cuda) def __call__( self, networks: Tuple[nn.Module, ...], data: Tuple[torch.Tensor, ...] ) -> Tuple[torch.Tensor, ...]: network, target_network = networks Explanation: Complete the truncated code structure
|
advanced
|
ui
|
error_fixing
|
Pythoncode:Python
| 6
| 3
| 1,250
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom typing import List, Tuple\n\nfrom omegaconf import DictConfig\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\n\nfrom rlcycle.common.abstract.loss import Loss\n\n\nclass DQNLoss(Loss):\n \"\"\"Compute double DQN loss\"\"\"\n\n def __init__(self, hyper_params: DictConfig, use_cuda: bool):\n Loss.__init__(self, hyper_params, use_cuda)\n\n def __call__(\n self, networks: Tuple[nn.Module, ...], data: Tuple[torch.Tensor, ...]\n ) -> Tuple[torch.Tensor, ...]:\n network, target_network = networks\n states, actions, rewards, next_states, dones = data\n\n q_value = network.forward(states).gather(1, actions)\n\n with torch.no_grad():\n next_q = torch.max(target_network.forward(next_states), 1)[0].unsqueeze(1)\n n_step_gamma = self.hyper_params.gamma ** self.hyper_params.n_step\n target_q = rewards + (1 - dones) * n_step_gamma * next_q\n\n element_wise_loss = F.smooth_l1_loss(\n q_value, target_q.detach(), reduction=\"none\"\n )\n\n return element_wise_loss\n\n\nclass QRLoss(Loss):\n \"\"\"Compute quantile regression loss\"\"\"\n\n def __init__(self, hyper_params: DictConfig, use_cuda: bool):\n Loss.__init__(self, hyper_params, use_cuda)\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom typing import List, Tuple\n\nfrom omegaconf import DictConfig\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\n\nfrom rlcycle.common.abstract.loss import Loss\n\n\nclass DQNLoss(Loss):\n \"\"\"Compute double DQN loss\"\"\"\n\n def __init__(self, hyper_params: DictConfig, use_cuda: bool):\n Loss.__init__(self, hyper_params, use_cuda)\n\n def __call__(\n self, networks: Tuple[nn.Module, ...], data: Tuple[torch.Tensor, ...]\n ) -> Tuple[torch.Tensor, ...]:\n network, target_network = networks\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e00e074bf789711cc01d53bcaa030d52c4e69f5b
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: class MainWindow(): def next(self, event=None): self.curr_img = (self.curr_img + 1) % len(self.imgs_orig) self.refresh() def prev(self, event=None): self.curr_img = (self.curr_img - 1) % len(self.imgs_orig) self.refresh() def click_wheel(self, event): self.start_drag = (event.x + self.shift_x, event.y + self.shift_y) def click_left(self, event): if not self.over_button: self.prev() def click_right(self, event): if not self.over_button: self.next() def refresh(self): zoom = float(self.zoom) / 100 self.start_x = int(self.img_w_f / 2 - self.img_w_f / zoom / 2) + self.shift_x self.end_x = int(self.start_x + self.img_w_f / zoom) self.start_y = int(self.img_w_f / 2 - self.img_w_f / zoom / 2) + self.shift_y self.end_y = int(self.start_y + self.img_w_f / zoom) if not self.mask_toggle: self.b_masks.config(relief=RAISED) img1 = self.imgs_orig[self.curr_img] img2 = self.imgs_pred[self.curr_img] else: self.b_masks.config(relief=SUNKEN) img1 = self.imgs_orig_m[self.curr_img] img2 = self.imgs_pred_m[self.curr_img] img1 = img1.crop((self.start_x, self.start_y, self.end_x, self.end_y)).resize((self.img_w, self.img_w), Image.ANTIALIAS) img2 = img2.crop((self.start_x, self.start_y, self.end_x, self.end_y)).resize((self.img_w, self.img_w), Image.ANTIALIAS) self.imgs_orig_v[self.curr_img] = ImageTk.PhotoImage(img1) self.imgs_pred_v[self.curr_img] = ImageTk.PhotoImage(img2) self.canvas.itemconfig(self.i_left, image = self.imgs_orig_v[self.curr_img]) self.canvas.itemconfig(self.i_right, image = self.imgs_pred_v[self.curr_img]) self.canvas.itemconfig(self.i_list, image = self.imagelists[self.curr_img]) self.canvas.itemconfig(self.day_info, text='{} - cloud cover {:06.2f}% - estimated MAE {}'.format(self.dates[self.curr_img], self.cc[self.curr_img] * 100, self.errors[self.curr_img])) if self.zoom == 100: self.canvas.itemconfig(self.zoom, text='') self.b_reset.config(state=DISABLED) else: self.canvas.itemconfig(self.zoom, text='ZOOM: {:3d}%'.format(self.zoom)) self.b_reset.config(state=NORMAL) ... [7 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
database
|
refactoring
|
Pythoncode:Python
| 6
| 1
| 2,637
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nclass MainWindow():\n\n\n def next(self, event=None):\n self.curr_img = (self.curr_img + 1) % len(self.imgs_orig)\n self.refresh()\n\n\n def prev(self, event=None):\n self.curr_img = (self.curr_img - 1) % len(self.imgs_orig)\n self.refresh()\n\n\n def click_wheel(self, event):\n self.start_drag = (event.x + self.shift_x, event.y + self.shift_y)\n\n\n def click_left(self, event):\n if not self.over_button:\n self.prev()\n\n\n def click_right(self, event):\n if not self.over_button:\n self.next()\n\n\n def refresh(self):\n zoom = float(self.zoom) / 100\n self.start_x = int(self.img_w_f / 2 - self.img_w_f / zoom / 2) + self.shift_x\n self.end_x = int(self.start_x + self.img_w_f / zoom)\n self.start_y = int(self.img_w_f / 2 - self.img_w_f / zoom / 2) + self.shift_y\n self.end_y = int(self.start_y + self.img_w_f / zoom)\n if not self.mask_toggle:\n self.b_masks.config(relief=RAISED)\n img1 = self.imgs_orig[self.curr_img]\n img2 = self.imgs_pred[self.curr_img]\n else:\n self.b_masks.config(relief=SUNKEN)\n img1 = self.imgs_orig_m[self.curr_img]\n img2 = self.imgs_pred_m[self.curr_img]\n img1 = img1.crop((self.start_x, self.start_y, self.end_x, self.end_y)).resize((self.img_w, self.img_w), Image.ANTIALIAS)\n img2 = img2.crop((self.start_x, self.start_y, self.end_x, self.end_y)).resize((self.img_w, self.img_w), Image.ANTIALIAS)\n self.imgs_orig_v[self.curr_img] = ImageTk.PhotoImage(img1)\n self.imgs_pred_v[self.curr_img] = ImageTk.PhotoImage(img2)\n self.canvas.itemconfig(self.i_left, image = self.imgs_orig_v[self.curr_img])\n self.canvas.itemconfig(self.i_right, image = self.imgs_pred_v[self.curr_img])\n self.canvas.itemconfig(self.i_list, image = self.imagelists[self.curr_img])\n self.canvas.itemconfig(self.day_info, text='{} - cloud cover {:06.2f}% - estimated MAE {}'.format(self.dates[self.curr_img],\n self.cc[self.curr_img] * 100,\n self.errors[self.curr_img]))\n if self.zoom == 100:\n self.canvas.itemconfig(self.zoom, text='')\n self.b_reset.config(state=DISABLED)\n else:\n self.canvas.itemconfig(self.zoom, text='ZOOM: {:3d}%'.format(self.zoom))\n self.b_reset.config(state=NORMAL)\n\n\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e00f4579dad4a0f1f3310721291b602f532b6bf5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/python # -*- coding: utf-8 -*- from django.conf import settings from django.core.handlers.wsgi import WSGIRequest from django.forms import ValidationError from django.http import QueryDict from django.test import TestCase from django.test.client import Client from paypal.pro.fields import CreditCardField from paypal.pro.helpers import PayPalWPP, PayPalError class RequestFactory(Client): # Used to generate request objects. def request(self, **request): environ = { 'HTTP_COOKIE': self.cookies, 'PATH_INFO': '/', 'QUERY_STRING': '', 'REQUEST_METHOD': 'GET', 'SCRIPT_NAME': '', 'SERVER_NAME': 'testserver', 'SERVER_PORT': 80, 'SERVER_PROTOCOL': 'HTTP/1.1', } environ.update(self.defaults) environ.update(request)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 5
| 4
| 863
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/python\n# -*- coding: utf-8 -*-\nfrom django.conf import settings\nfrom django.core.handlers.wsgi import WSGIRequest\nfrom django.forms import ValidationError\nfrom django.http import QueryDict\nfrom django.test import TestCase\nfrom django.test.client import Client\n\nfrom paypal.pro.fields import CreditCardField\nfrom paypal.pro.helpers import PayPalWPP, PayPalError\n\n\nclass RequestFactory(Client):\n # Used to generate request objects.\n def request(self, **request):\n environ = {\n 'HTTP_COOKIE': self.cookies,\n 'PATH_INFO': '/',\n 'QUERY_STRING': '',\n 'REQUEST_METHOD': 'GET',\n 'SCRIPT_NAME': '',\n 'SERVER_NAME': 'testserver',\n 'SERVER_PORT': 80,\n 'SERVER_PROTOCOL': 'HTTP/1.1',\n }\n environ.update(self.defaults)\n environ.update(request)"}, {"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
|
e00f57f732929e05a58cd0ef2eae47d08e8561a9
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- """ Created on Mon Dec 7 19:46:40 2020 @author: Intel """ def displayPathtoPrincess(n,grid): me_i=n//2 me_j=n//2 for i in range(n): if 'p' in grid[i]: pe_i=i for j in range(n): if 'p'==grid[i][j]: pe_j=j break break while((me_i!=pe_i) | (me_j!=pe_j)): if(me_i-pe_i<0): print('DOWN') me_i=me_i+1 elif(me_i-pe_i>0): print('UP') me_i=me_i-1 else: if(me_j-pe_j>0): print('LEFT') me_j=me_j-1 elif(me_j-pe_j<0): print('RIGHT') me_j=me_j+1 else: break m = int(input()) grid = [] for i in range(0, m): grid.append(input().strip()) displayPathtoPrincess(m,grid)
|
Functions: displayPathtoPrincess This code demonstrates Pythoncode:Python programming.
|
intermediate
|
general
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 1,010
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n\"\"\"\r\nCreated on Mon Dec 7 19:46:40 2020\r\n\r\n@author: Intel\r\n\"\"\"\r\ndef displayPathtoPrincess(n,grid):\r\n me_i=n//2\r\n me_j=n//2\r\n for i in range(n):\r\n if 'p' in grid[i]:\r\n pe_i=i\r\n for j in range(n):\r\n if 'p'==grid[i][j]:\r\n pe_j=j\r\n break\r\n break\r\n while((me_i!=pe_i) | (me_j!=pe_j)):\r\n if(me_i-pe_i<0):\r\n print('DOWN')\r\n me_i=me_i+1\r\n elif(me_i-pe_i>0):\r\n print('UP')\r\n me_i=me_i-1\r\n else:\r\n if(me_j-pe_j>0):\r\n print('LEFT')\r\n me_j=me_j-1\r\n elif(me_j-pe_j<0):\r\n print('RIGHT')\r\n me_j=me_j+1\r\n else:\r\n break\r\n \r\n \r\n \r\n \r\n\r\nm = int(input())\r\ngrid = [] \r\nfor i in range(0, m): \r\n grid.append(input().strip())\r\n\r\ndisplayPathtoPrincess(m,grid)"}, {"role": "assistant", "content": " Functions: displayPathtoPrincess\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e00f75413d6a65ba71109974edd248bc1533ce8f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import matplotlib.pyplot as plt import pybedtools import pandas as pnd import numpy as np import tabix import matplotlib.ticker as ticker from matplotlib.patches import Rectangle
|
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
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 178
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport matplotlib.pyplot as plt\nimport pybedtools\nimport pandas as pnd\nimport numpy as np\nimport tabix\nimport matplotlib.ticker as ticker\nfrom matplotlib.patches import Rectangle"}, {"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
|
e01063b5b93496a8c88b374770c28bc942feb23d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class _FSA(_Base): def __init__( self, *, transition_function: FsaTransitionFunction, start_state: State, accept_states: AbstractSet[State] ): super().__init__( transition_function=transition_function, start_state=start_state ) self._accept_states = accept_states self._states, self._alphabet = _extract_states_alphabet( self._transition_function.keys() ) self._well_defined() @property def alphabet(self) -> FrozenSet[Symbol]: return self._alphabet @property def accept_states(self) -> AbstractSet[State]: return self._accept_states def _well_defined(self) -> None: super()._well_defined() _good_alphabet(alphabet=self.alphabet, name="alphabet") self._good_accept() self._good_domain(self.alphabet) def _good_accept(self) -> None: bad_accept_states = self.accept_states - self.states _error_message( bad_set=bad_accept_states, message_singular=("Accept state {} is not a member of the fsa's " "state set."), message_plural=("Accept states {} are not members of the fsa's " "state set.") ) def _good_range(self): raise NotImplementedError GnfaTransitionFunction = Mapping[Tuple[State, State], Regex] MutableGnfaTF = MutableMapping[Tuple[State, State], Regex] class _GNFA: def __init__( self, transition_function: GnfaTransitionFunction, body_states: Set[State], start_state: State, accept_state: State ): self.transition_function = transition_function self.body_states = body_states self.start_state = start_state self.accept_state = accept_state self.states = ( self.body_states | {self.start_state} | {self.accept_state} ) def reduce(self) -> "_GNFA": """ Output a GNFA equivalent to `self` with one less state in it. """ def union_main_scope(regex: Regex) -> bool: paren_count = 0 for char in regex: if char == '(': paren_count += 1 elif char == ')': paren_count -= 1 elif char == '|': if paren_count == 0:
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 36 • IndentationError at line 79 Fix: Close the string literal with matching quote
|
advanced
|
ui
|
error_detection
|
Pythoncode:Python
| 10
| 2
| 2,463
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass _FSA(_Base):\n def __init__(\n self,\n *,\n transition_function: FsaTransitionFunction,\n start_state: State,\n accept_states: AbstractSet[State]\n ):\n super().__init__(\n transition_function=transition_function, start_state=start_state\n )\n self._accept_states = accept_states\n self._states, self._alphabet = _extract_states_alphabet(\n self._transition_function.keys()\n )\n self._well_defined()\n\n @property\n def alphabet(self) -> FrozenSet[Symbol]:\n return self._alphabet\n\n @property\n def accept_states(self) -> AbstractSet[State]:\n return self._accept_states\n\n def _well_defined(self) -> None:\n super()._well_defined()\n _good_alphabet(alphabet=self.alphabet, name=\"alphabet\")\n self._good_accept()\n self._good_domain(self.alphabet)\n\n def _good_accept(self) -> None:\n bad_accept_states = self.accept_states - self.states\n _error_message(\n bad_set=bad_accept_states,\n message_singular=(\"Accept state {} is not a member of the fsa's \"\n \"state set.\"),\n message_plural=(\"Accept states {} are not members of the fsa's \"\n \"state set.\")\n )\n\n def _good_range(self):\n raise NotImplementedError\n\n\nGnfaTransitionFunction = Mapping[Tuple[State, State], Regex]\nMutableGnfaTF = MutableMapping[Tuple[State, State], Regex]\n\n\nclass _GNFA:\n def __init__(\n self,\n transition_function: GnfaTransitionFunction,\n body_states: Set[State],\n start_state: State,\n accept_state: State\n ):\n self.transition_function = transition_function\n self.body_states = body_states\n self.start_state = start_state\n self.accept_state = accept_state\n self.states = (\n self.body_states | {self.start_state} | {self.accept_state}\n )\n\n def reduce(self) -> \"_GNFA\":\n \"\"\"\n Output a GNFA equivalent to `self` with one less state in it.\n \"\"\"\n def union_main_scope(regex: Regex) -> bool:\n paren_count = 0\n for char in regex:\n if char == '(':\n paren_count += 1\n elif char == ')':\n paren_count -= 1\n elif char == '|':\n if paren_count == 0:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unterminated string literal at line 36\n \u2022 IndentationError at line 79\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
e010b163b6fbc347a75063de7760418370bb37d6
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 import unittest from roman_number_generator import arabic_to_roman class Test(unittest.TestCase): def _start_arabic_to_roman(self): self.assertRaises(ValueError, arabic_to_roman, 4000)
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Block at line 7 has no indented body Fix: Complete the function '_start_arabic_to_roman' body and add missing return
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 223
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\nimport unittest\n\nfrom roman_number_generator import arabic_to_roman\n\n\nclass Test(unittest.TestCase):\n\n def _start_arabic_to_roman(self):\n self.assertRaises(ValueError, arabic_to_roman, 4000)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Block at line 7 has no indented body\n\n Fix: Complete the function '_start_arabic_to_roman' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
e0112c386596780c5a86b0d6086dc2f7b6c2be8a
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from infrastructure.satnogClient import SatnogClient import os class ModuleBase: def __init__(self, working_dir): self.working_dir = working_dir def runAfterDownload(self, file_name, full_path, observation): raise NotImplementedError()
|
Code Review: ✨ Improvements: Add docstring to class 'ModuleBase' Code looks good! Consider edge cases Add comprehensive tests
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 2
| 1
| 261
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom infrastructure.satnogClient import SatnogClient\nimport os\n\nclass ModuleBase:\n def __init__(self, working_dir):\n self.working_dir = working_dir\n\n def runAfterDownload(self, file_name, full_path, observation):\n raise NotImplementedError()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u2728 Improvements:\n Add docstring to class 'ModuleBase'\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
e012a92e1f872614d01a6331fee5e35c430a31f7
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 # # Oregano - a lightweight Ergon client # CashFusion - an advanced coin anonymizer # # Copyright (C) 2020 Mark B. Lundeberg # # 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 Softwar ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # # 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
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 727
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n#\n# Oregano - a lightweight Ergon client\n# CashFusion - an advanced coin anonymizer\n#\n# Copyright (C) 2020 Mark B. Lundeberg\n#\n# Permission is hereby granted, free of charge, to any person\n# obtaining a copy of this software and associated documentation files\n# (the \"Software\"), to deal in the Software without restriction,\n# including without limitation the rights to use, copy, modify, merge,\n# publish, distribute, sublicense, and/or sell copies of the Software,\n# and to permit persons to whom the Software is furnished to do so,\n# subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be\n# included in all copies or substantial portions of the Softwar\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND,\n# EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF\n# MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND\n# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e013ea72c2e27425fa2415a60a17282e347acbb7
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import matplotlib.pyplot as plt def countvalues(dataframe, subject): # Filtrem i tractem el dataset economydf = filtrar(dataframe, "economy") # el printem printar(economydf, subject) # Filtrem ara per subject infected i ho desem en un altre df infectedf = filtrar(dataframe, "infected") # Calculem els percentatjes percentvery = (infectedf['ppl_very'].sum()/infectedf['sample_size'].sum())*100 percentnotatall = (infectedf['ppl_not_at_all'].sum() / infectedf['sample_size'].sum()) * 100 # Els printem print("percentatge very: {}%".format(percentvery)) print("percentatge not_at_all: {}%".format(percentnotatall)) grafic4('People_Very', 'People_Not_At_All', percentvery, percentnotatall, " % Persones", "Satisfacció", "% de persones preocupades o no per infected") def printar(df, subject): # Printem a la consola els valors print("Valors per subject {}".format(subject)) pplvery = df['ppl_very'].sum() pplnot = df['ppl_not_at_all'].sum() print("Very: {}".format(pplvery)) print("Not at All: {}".format(pplnot)) # Finalment, grafiquem # Cal tancar el grafic per a seguir amb l'execució grafic4('People_Very', 'People_Not_At_All', pplvery, pplnot, "Persones", "Satisfacció", "Nombre de persones preocupades o no per l'economia") def filtrar(dataframe, subject1): df = dataframe[dataframe['subject'].str.contains(subject1, case=False)].copy() # Afegim els valors en funció del samplesize a dues noves columnes df['ppl_very'] = df['very'] / 100 * df['sample_size'] df['ppl_not_at_all'] = df['not_at_all'] / 100 * df['sample_size'] return df def grafic4(label1, label2, valor1, valor2, leyenday, leyendax, titulo): # Declaramos valors per l'eix x eje_x = [label1, label2] # Declaramos valors per l'eix y eje_y = [valor1, valor2] # Fem la grafica plt.bar(eje_x, eje_y) # Llegenda de l'eix x plt.ylabel(leyenday) # Legenda en el eje x plt.xlabel(leyendax) # Títol de Grafica plt.title(titulo) # Mostrem Grafica plt.show() #Funcio per a l'excercici 4.4 def grades(df): df['538 Grade']=df['538 Grade'].str[0] print(df.groupby('538 Grade').size())
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 5
| 0
| 2,229
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport matplotlib.pyplot as plt\n\n\n\ndef countvalues(dataframe, subject):\n # Filtrem i tractem el dataset\n economydf = filtrar(dataframe, \"economy\")\n # el printem\n printar(economydf, subject)\n\n # Filtrem ara per subject infected i ho desem en un altre df\n infectedf = filtrar(dataframe, \"infected\")\n # Calculem els percentatjes\n percentvery = (infectedf['ppl_very'].sum()/infectedf['sample_size'].sum())*100\n percentnotatall = (infectedf['ppl_not_at_all'].sum() / infectedf['sample_size'].sum()) * 100\n # Els printem\n print(\"percentatge very: {}%\".format(percentvery))\n print(\"percentatge not_at_all: {}%\".format(percentnotatall))\n grafic4('People_Very', 'People_Not_At_All', percentvery, percentnotatall, \" % Persones\", \"Satisfacci\u00f3\", \"% de persones preocupades o no per infected\")\n\n\ndef printar(df, subject):\n # Printem a la consola els valors\n print(\"Valors per subject {}\".format(subject))\n pplvery = df['ppl_very'].sum()\n pplnot = df['ppl_not_at_all'].sum()\n print(\"Very: {}\".format(pplvery))\n print(\"Not at All: {}\".format(pplnot))\n # Finalment, grafiquem\n # Cal tancar el grafic per a seguir amb l'execuci\u00f3\n grafic4('People_Very', 'People_Not_At_All', pplvery, pplnot, \"Persones\", \"Satisfacci\u00f3\", \"Nombre de persones preocupades o no per l'economia\")\n\n\ndef filtrar(dataframe, subject1):\n df = dataframe[dataframe['subject'].str.contains(subject1, case=False)].copy()\n # Afegim els valors en funci\u00f3 del samplesize a dues noves columnes\n df['ppl_very'] = df['very'] / 100 * df['sample_size']\n df['ppl_not_at_all'] = df['not_at_all'] / 100 * df['sample_size']\n return df\n\n\ndef grafic4(label1, label2, valor1, valor2, leyenday, leyendax, titulo):\n # Declaramos valors per l'eix x\n eje_x = [label1, label2]\n\n # Declaramos valors per l'eix y\n eje_y = [valor1, valor2]\n\n # Fem la grafica\n plt.bar(eje_x, eje_y)\n\n # Llegenda de l'eix x\n plt.ylabel(leyenday)\n\n # Legenda en el eje x\n plt.xlabel(leyendax)\n\n # T\u00edtol de Grafica\n plt.title(titulo)\n\n # Mostrem Grafica\n plt.show()\n\n#Funcio per a l'excercici 4.4\ndef grades(df):\n df['538 Grade']=df['538 Grade'].str[0]\n print(df.groupby('538 Grade').size())"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e014451ff2d26b3e408bb00a4f1a954adc75daa5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright (C) 2020 Google Inc. # # This file has been licensed under Apache 2.0 license. Please see the LICENSE # file at the root of the repository. # Build rules for building ebooks. # This is the container def _script_cmd(script_path, dir_reference): return """\ {script} \ --container={container} \ --dir-reference={dir_reference}""".format( script=script_path, container=CONTAINER, dir_reference=dir_reference, ) def _drawtiming_png_impl(ctx): cmd = "drawtiming" docker_run = ctx.executable._script figures = [] for target in ctx.attr.srcs: for src in target.files.to_list(): in_file = src out_file = ctx.actions.declare_file(in_file.basename + ".png") figures += [out_file] script_cmd = _script_cmd(docker_run.path, in_file.path) ctx.actions.run_shell( progress_message = "timing diagram to PNG with {1}: {0}".format(in_file.short_path, cmd),
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 10 • Unclosed '(' at line 32 - expected ')' • SyntaxError: '(' was never closed at line 32 Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 1,024
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright (C) 2020 Google Inc.\n#\n# This file has been licensed under Apache 2.0 license. Please see the LICENSE\n# file at the root of the repository.\n\n# Build rules for building ebooks.\n\n# This is the container\ndef _script_cmd(script_path, dir_reference):\n return \"\"\"\\\n {script} \\\n --container={container} \\\n --dir-reference={dir_reference}\"\"\".format(\n script=script_path,\n container=CONTAINER,\n dir_reference=dir_reference,\n )\n\n\ndef _drawtiming_png_impl(ctx):\n cmd = \"drawtiming\"\n docker_run = ctx.executable._script\n figures = []\n\n for target in ctx.attr.srcs:\n for src in target.files.to_list():\n in_file = src\n out_file = ctx.actions.declare_file(in_file.basename + \".png\")\n figures += [out_file]\n\n script_cmd = _script_cmd(docker_run.path, in_file.path)\n ctx.actions.run_shell(\n progress_message = \"timing diagram to PNG with {1}: {0}\".format(in_file.short_path, cmd),"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 10\n \u2022 Unclosed '(' at line 32 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 32\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e0161b99cffb06588c8cd2a39e9f07abf59540ea
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: n = int(input()) coelho = rato = sapo = contador = 0 for i in range(0, n): q, t = input().split(' ') t = t.upper() q = int(q) if 1 <= q <= 15: contador += q if t == 'C': coelho += q elif t == 'R': rato += q elif t == 'S': sapo += q porccoelho = (coelho * 100) / contador porcrato = (rato * 100) / contador porcsapo = (sapo * 100) / contador print(f'Total: {contador} cobaias') print(f'Total de coelhos: {coelho}') print(f'Total de ratos: {rato}') print(f'Total de sapos: {sapo}') print(f'Percentual de coelhos: {porccoelho:.2f} %') print(f'Percentual de ratos: {porcrato:.2f} %') print(f'Percentual de sapos: {porcsapo:.2f} %')
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 715
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nn = int(input())\ncoelho = rato = sapo = contador = 0\n\nfor i in range(0, n):\n q, t = input().split(' ')\n t = t.upper()\n q = int(q)\n if 1 <= q <= 15:\n contador += q\n if t == 'C':\n coelho += q\n elif t == 'R':\n rato += q\n elif t == 'S':\n sapo += q\n\nporccoelho = (coelho * 100) / contador\nporcrato = (rato * 100) / contador\nporcsapo = (sapo * 100) / contador\n\nprint(f'Total: {contador} cobaias')\nprint(f'Total de coelhos: {coelho}')\nprint(f'Total de ratos: {rato}')\nprint(f'Total de sapos: {sapo}')\nprint(f'Percentual de coelhos: {porccoelho:.2f} %')\nprint(f'Percentual de ratos: {porcrato:.2f} %')\nprint(f'Percentual de sapos: {porcsapo:.2f} %')"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e0164a1f4fee849a8bca46fb970244ecbfd603fe
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # coding: utf-8 # Copyright (c) 2015 Fabian Barkhau <fabian.barkhau@gmail.com> # License: MIT (see LICENSE file) from kivy.uix.boxlayout import BoxLayout from gravur.common.labelbox import LabelBox # NOQA from gravur.utils import load_widget @load_widget class AmountInput(BoxLayout): pass
|
Code analysis results: 💡 Suggestions: Add docstring to class 'AmountInput' No critical issues found Consider adding unit tests Add inline comments for complex logic
|
intermediate
|
ui
|
debugging
|
Pythoncode:Python
| 0
| 1
| 299
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# coding: utf-8\n# Copyright (c) 2015 Fabian Barkhau <fabian.barkhau@gmail.com>\n# License: MIT (see LICENSE file)\n\n\nfrom kivy.uix.boxlayout import BoxLayout\nfrom gravur.common.labelbox import LabelBox # NOQA\nfrom gravur.utils import load_widget\n\n\n@load_widget\nclass AmountInput(BoxLayout):\n pass"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'AmountInput'\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
e016b94fa3454d62f7b448ca14631899dd78dc4c
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import datetime ... [21 more classdefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
oop
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 63
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport datetime\n\n\n\n ... [21 more classdefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e018a8edf8d16988caad3f9660a381b73b1f97c4
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf8 -*- # Copyright (C) PyZMQ Developers # Distributed under the terms of the Modified BSD License. import os import platform import time import pytest import zmq from zmq.tests import BaseZMQTestCase, skip_pypy class TestDraftSockets(BaseZMQTestCase): def setUp(self): if not zmq.DRAFT_API: raise pytest.skip("draft api unavailable") super(TestDraftSockets, self).setUp() def test_client_server(self): client, server = self.create_bound_pair(zmq.CLIENT, zmq.SERVER) client.send(b'request') msg = self.recv(server, copy=False) assert msg.routing_id is not None server.send(b'reply', routing_id=msg.routing_id) # Complete this line assert reply == b'reply' def test_radio_dish(self): dish, radio = self.create_bound_pair(zmq.DISH, zmq.RADIO) dish.rcvtimeo = 250 group = 'mygroup' dish.join(group) received_count = 0 received = set() sent = set() for i in range(10): msg = str(i).encode('ascii') sent.add(msg) radio.send(msg, group=group) try: recvd = dish.recv() except zmq.Again: time.sleep(0.1) else: received.add(recvd) received_count += 1 # assert that we got *something* assert len(received.intersection(sent)) >= 5
|
The missing line is: reply = self.recv(client)
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 1
| 1,458
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf8 -*-\n# Copyright (C) PyZMQ Developers\n# Distributed under the terms of the Modified BSD License.\n\nimport os\nimport platform\nimport time\n\nimport pytest\nimport zmq\nfrom zmq.tests import BaseZMQTestCase, skip_pypy\n\n\nclass TestDraftSockets(BaseZMQTestCase):\n def setUp(self):\n if not zmq.DRAFT_API:\n raise pytest.skip(\"draft api unavailable\")\n super(TestDraftSockets, self).setUp()\n\n def test_client_server(self):\n client, server = self.create_bound_pair(zmq.CLIENT, zmq.SERVER)\n client.send(b'request')\n msg = self.recv(server, copy=False)\n assert msg.routing_id is not None\n server.send(b'reply', routing_id=msg.routing_id)\n # Complete this line\n assert reply == b'reply'\n\n def test_radio_dish(self):\n dish, radio = self.create_bound_pair(zmq.DISH, zmq.RADIO)\n dish.rcvtimeo = 250\n group = 'mygroup'\n dish.join(group)\n received_count = 0\n received = set()\n sent = set()\n for i in range(10):\n msg = str(i).encode('ascii')\n sent.add(msg)\n radio.send(msg, group=group)\n try:\n recvd = dish.recv()\n except zmq.Again:\n time.sleep(0.1)\n else:\n received.add(recvd)\n received_count += 1\n # assert that we got *something*\n assert len(received.intersection(sent)) >= 5"}, {"role": "assistant", "content": "The missing line is:\n reply = self.recv(client)"}]
| false
| null | null | null |
e01a18c1d0d2ecbc1fcb6159c9f9c87becb0c6cc
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class APIError(Exception): """ raise APIError if receiving json message indicating failure. """ def __init__(self, error_code, error, request): self.error_code = error_code self.error = error self.request = request Exception.__init__(self, error) def __str__(self: return "APIError: %s: %s, request: %s" % ( self.error_code, self.error, self.request, )
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unterminated string literal at line 2 • Unclosed '(' at line 12 - expected ')' • SyntaxError: '(' was never closed at line 12 Fix: Add missing ')' bracket at line 12
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 459
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass APIError(Exception):\n \"\"\"\n raise APIError if receiving json message indicating failure.\n \"\"\"\n\n def __init__(self, error_code, error, request):\n self.error_code = error_code\n self.error = error\n self.request = request\n Exception.__init__(self, error)\n\n def __str__(self:\n return \"APIError: %s: %s, request: %s\" % (\n self.error_code,\n self.error,\n self.request,\n )"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unterminated string literal at line 2\n \u2022 Unclosed '(' at line 12 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 12\n\n Fix: Add missing ')' bracket at line 12"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e01a5f16e11613ae6cff496ae606faff7b1d0e27
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #coding:utf-8 class SystemDeviceType(object): InnerBox = 1 # 主屏分离的室内主机 InnerScreen = 2 # 主屏分离的室内屏 OuterBox = 3 # 室外机 PropCallApp = 4 # 物业值守 PropSentryApp = 5 # 物业岗亭机 Others = 10
|
ValidatedList = (1,2,3,4,5) class Constants(object): SUPER_ACCESS_TOKEN = 'YTU3NzVlYjktYjQwMi00MGY2LTkxZjktYWMxYjIxZjM4NjNlCg =='
|
intermediate
|
oop
|
code_completion
|
Pythoncode:Python
| 0
| 2
| 367
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#coding:utf-8\n\nclass SystemDeviceType(object):\n InnerBox = 1 # \u4e3b\u5c4f\u5206\u79bb\u7684\u5ba4\u5185\u4e3b\u673a\n InnerScreen = 2 # \u4e3b\u5c4f\u5206\u79bb\u7684\u5ba4\u5185\u5c4f\n OuterBox = 3 # \u5ba4\u5916\u673a\n PropCallApp = 4 # \u7269\u4e1a\u503c\u5b88\n PropSentryApp = 5 # \u7269\u4e1a\u5c97\u4ead\u673a\n Others = 10"}, {"role": "assistant", "content": "\n\n ValidatedList = (1,2,3,4,5)\n\n\nclass Constants(object):\n SUPER_ACCESS_TOKEN = 'YTU3NzVlYjktYjQwMi00MGY2LTkxZjktYWMxYjIxZjM4NjNlCg =='"}]
| false
| null | null | null |
e01cbf8a1a1ab981a1d993596c3a332451dcd74d
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- from django.conf.urls.defaults import patterns, url from django_qbe.exports import formats urlpatterns = patterns('django_qbe.views', url(r'^$', 'qbe_form', name="qbe_form"), url(r'^js/$', 'qbe_js', name="qbe_js"), url(r'^results/bookmark/$', 'qbe_bookmark', name="qbe_bookmark"), url(r'^results/export/(?P<format>(%s))/$' % "|".join(formats.keys()), 'qbe_export', name="qbe_export"), url(r'^results/proxy/$', 'qbe_proxy', name="qbe_proxy"), url(r'^results/(?P<query_hash>(.*))/$', 'qbe_results', name="qbe_results"), url(r'^auto/$', 'qbe_autocomplete', name="qbe_autocomplete"), )
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 667
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom django.conf.urls.defaults import patterns, url\nfrom django_qbe.exports import formats\n\nurlpatterns = patterns('django_qbe.views',\n url(r'^$', 'qbe_form', name=\"qbe_form\"),\n url(r'^js/$', 'qbe_js', name=\"qbe_js\"),\n url(r'^results/bookmark/$',\n 'qbe_bookmark', name=\"qbe_bookmark\"),\n url(r'^results/export/(?P<format>(%s))/$' % \"|\".join(formats.keys()),\n 'qbe_export', name=\"qbe_export\"),\n url(r'^results/proxy/$',\n 'qbe_proxy', name=\"qbe_proxy\"),\n url(r'^results/(?P<query_hash>(.*))/$',\n 'qbe_results', name=\"qbe_results\"),\n url(r'^auto/$', 'qbe_autocomplete', name=\"qbe_autocomplete\"),\n)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e01cd6185b052b2c9153c8eec135e9e3a2cf7572
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding:utf-8 -*- # Author: RubanSeven # import cv2 import numpy as np # from transform import get_perspective_transform, warp_perspective from warp_mls import WarpMLS def distort(src, segment): img_h, img_w = src.shape[:2] cut = img_w // segment thresh = cut // 3 # thresh = img_h // segment // 3 # thresh = img_h // 5 src_pts = list() dst_pts = list() src_pts.append([0, 0]) src_pts.append([img_w, 0]) src_pts.append([img_w, img_h]) src_pts.append([0, img_h]) dst_pts.append([np.random.randint(thresh), np.random.randint(thresh)]) dst_pts.append([img_w - np.random.randint(thresh), np.random.randint(thresh)]) dst_pts.append([img_w - np.random.randint(thresh), img_h - np.random.randint(thresh)]) dst_pts.append([np.random.randint(thresh), img_h - np.random.randint(thresh)]) half_thresh = thresh * 0.5 for cut_idx in np.arange(1, segment, 1): src_pts.append([cut * cut_idx, 0]) src_pts.append([cut * cut_idx, img_h]) dst_pts.append([cut * cut_idx + np.random.randint(thresh) - half_thresh, np.random.randint(thresh) - half_thresh]) dst_pts.append([cut * cut_idx + np.random.randint(thresh) - half_thresh, img_h + np.random.randint(thresh) - half_thresh]) trans = WarpMLS(src, src_pts, dst_pts, img_w, img_h) dst = trans.generate() return dst def stretch(src, segment): img_h, img_w = src.shape[:2] cut = img_w // segment thresh = cut * 4 // 5
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF Fixes: • Complete the expression on the last line • Add docstring to function 'distort'
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 1,587
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding:utf-8 -*-\r\n# Author: RubanSeven\r\n\r\n# import cv2\r\nimport numpy as np\r\n# from transform import get_perspective_transform, warp_perspective\r\nfrom warp_mls import WarpMLS\r\n\r\n\r\ndef distort(src, segment):\r\n img_h, img_w = src.shape[:2]\r\n\r\n cut = img_w // segment\r\n thresh = cut // 3\r\n # thresh = img_h // segment // 3\r\n # thresh = img_h // 5\r\n\r\n src_pts = list()\r\n dst_pts = list()\r\n\r\n src_pts.append([0, 0])\r\n src_pts.append([img_w, 0])\r\n src_pts.append([img_w, img_h])\r\n src_pts.append([0, img_h])\r\n\r\n dst_pts.append([np.random.randint(thresh), np.random.randint(thresh)])\r\n dst_pts.append([img_w - np.random.randint(thresh), np.random.randint(thresh)])\r\n dst_pts.append([img_w - np.random.randint(thresh), img_h - np.random.randint(thresh)])\r\n dst_pts.append([np.random.randint(thresh), img_h - np.random.randint(thresh)])\r\n\r\n half_thresh = thresh * 0.5\r\n\r\n for cut_idx in np.arange(1, segment, 1):\r\n src_pts.append([cut * cut_idx, 0])\r\n src_pts.append([cut * cut_idx, img_h])\r\n dst_pts.append([cut * cut_idx + np.random.randint(thresh) - half_thresh,\r\n np.random.randint(thresh) - half_thresh])\r\n dst_pts.append([cut * cut_idx + np.random.randint(thresh) - half_thresh,\r\n img_h + np.random.randint(thresh) - half_thresh])\r\n\r\n trans = WarpMLS(src, src_pts, dst_pts, img_w, img_h)\r\n dst = trans.generate()\r\n\r\n return dst\r\n\r\n\r\ndef stretch(src, segment):\r\n img_h, img_w = src.shape[:2]\r\n\r\n cut = img_w // segment\r\n thresh = cut * 4 // 5"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add docstring to function 'distort'"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e01d041f8b5c1564d154529462e58e50b56f4910
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from collections import defaultdict class Graph: def __init__(self): self.graph = defaultdict(list) def addEdge(self, starting_vertex, end_vertex): self.graph[starting_vertex].append(end_vertex) def printAllPaths(self, starting_vertex, target_vertex): visitedVertices = defaultdict(bool) self.resultPaths = [] self.dfsUtil(starting_vertex, visitedVertices, target_vertex, "") return self.resultPaths def dfsUtil(self, current_vertex, visitedVertices, target_vertex, output_string): visitedVertices[current_vertex] = True if output_string == "": output_string = current_vertex else: output_string = output_string + "->" + current_vertex if current_vertex == target_vertex: self.resultPaths.append(output_string) return for vertex in self.graph[current_vertex]: if visitedVertices[vertex] == False: self.dfsUtil(vertex, visitedVertices, target_vertex, output_string) visitedVertices[vertex] = False if __name__ == "__main__": g = Graph() g.addEdge("A", "B") g.addEdge("B", "D") g.addEdge("A", "D") g.addEdge("C", "A") g.addEdge("C"
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unclosed '(' at line 42 - expected ')' • SyntaxError: '(' was never closed at line 42 Fix: Close the string literal with matching quote
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 4
| 1
| 1,260
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom collections import defaultdict\n\n\nclass Graph:\n def __init__(self):\n self.graph = defaultdict(list)\n\n def addEdge(self, starting_vertex, end_vertex):\n self.graph[starting_vertex].append(end_vertex)\n\n def printAllPaths(self, starting_vertex, target_vertex):\n visitedVertices = defaultdict(bool)\n self.resultPaths = []\n\n self.dfsUtil(starting_vertex, visitedVertices, target_vertex, \"\")\n return self.resultPaths\n\n def dfsUtil(self, current_vertex, visitedVertices, target_vertex, output_string):\n visitedVertices[current_vertex] = True\n\n if output_string == \"\":\n output_string = current_vertex\n else:\n output_string = output_string + \"->\" + current_vertex\n\n if current_vertex == target_vertex:\n self.resultPaths.append(output_string)\n return\n\n for vertex in self.graph[current_vertex]:\n if visitedVertices[vertex] == False:\n self.dfsUtil(vertex, visitedVertices, target_vertex, output_string)\n visitedVertices[vertex] = False\n\n\nif __name__ == \"__main__\":\n g = Graph()\n g.addEdge(\"A\", \"B\")\n g.addEdge(\"B\", \"D\")\n g.addEdge(\"A\", \"D\")\n g.addEdge(\"C\", \"A\")\n g.addEdge(\"C\""}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unclosed '(' at line 42 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 42\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
e01de102906f7a6f8c39855d08b6adaa53f5663c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # testing the output of pipegeojson against different input types import berrl as bl import itertools # making line with csv file location line1=bl.make_line('csvs/line_example.csv') # making line with list testlist=bl.read('csvs/line_example.csv') line2=bl.make_line(testlist,list=True) # testing each line geojson against each other ind=0 for a,b in itertools.izip(line1,line2): if not a==b: ind=1 # carrying the passing of status down to the test for the rest if ind==0: passing=0 else: passing=1 # making points with csv file location points1=bl.make_line('csvs/points_example.csv') # making points with list testlist=bl.read('csvs/points_example.csv') points2=bl.make_line(testlist,list=True) # testing each points geojson against each other ind=0 for a,b in itertools.izip(points1,points2): if not a==b: ind=1 # carrying the passing of status down to the test for the rest if ind==0 and passing==0: passing=0 else: passing=1 # making blocks with csv file location blocks1=bl.make_line('csvs/blocks_example.csv') ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # making blocks with list testlist=bl.read('csvs/blocks_example.csv') blocks2=bl.make_line(testlist,list=True) # testing each bloocks geojson against each other
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 1,039
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# testing the output of pipegeojson against different input types\nimport berrl as bl\nimport itertools\n\n# making line with csv file location\nline1=bl.make_line('csvs/line_example.csv')\n\n# making line with list \ntestlist=bl.read('csvs/line_example.csv')\nline2=bl.make_line(testlist,list=True)\n\n# testing each line geojson against each other\nind=0\nfor a,b in itertools.izip(line1,line2):\n\tif not a==b:\n\t\tind=1\n\n# carrying the passing of status down to the test for the rest\nif ind==0:\n\tpassing=0\nelse:\n\tpassing=1\n\n# making points with csv file location\npoints1=bl.make_line('csvs/points_example.csv')\n\n# making points with list \ntestlist=bl.read('csvs/points_example.csv')\npoints2=bl.make_line(testlist,list=True)\n\n# testing each points geojson against each other\nind=0\nfor a,b in itertools.izip(points1,points2):\n\tif not a==b:\n\t\tind=1\n\n# carrying the passing of status down to the test for the rest\nif ind==0 and passing==0:\n\tpassing=0\nelse:\n\tpassing=1\n\n# making blocks with csv file location\nblocks1=bl.make_line('csvs/blocks_example.csv')\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n# making blocks with list \ntestlist=bl.read('csvs/blocks_example.csv')\nblocks2=bl.make_line(testlist,list=True)\n\n# testing each bloocks geojson against each other"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e01e00717692398432049be3d51d551f012c222e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Created on Mon May 8 16:19:07 2017 @author: ajaver """ import os import cv2 import sys import glob imp
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 3 Fix: Close the string literal with matching quote
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 155
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\"\"\"\nCreated on Mon May 8 16:19:07 2017\n\n@author: ajaver\n\"\"\"\nimport os\nimport cv2\nimport sys\nimport glob\nimp"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unterminated string literal at line 3\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
e01f044aab30cbd5165bae297a319d57b579704e
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from devito.ir import Call from devito.passes.iet.definitions import DataManager from devito.passes.iet.langbase import LangBB __all__ = ['CBB', 'CDataManager'] class CBB(LangBB): mapper = { 'aligned': lambda i: '__attribute__((aligned(%d)))' % i, 'host-alloc': lambda i, j, k: Error: SyntaxError / EOF
|
Fixed Code: from devito.ir import Call from devito.passes.iet.definitions import DataManager from devito.passes.iet.langbase import LangBB __all__ = ['CBB', 'CDataManager'] class CBB(LangBB): mapper = { 'aligned': lambda i: '__attribute__((aligned(%d)))' % i, 'host-alloc': lambda i, j, k: Call('posix_memalign', (i, j, k)), 'host-free': lambda i: Call('free', (i,)), } Explanation: Complete the truncated code structure
|
intermediate
|
oop
|
error_fixing
|
Pythoncode:Python
| 0
| 2
| 324
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom devito.ir import Call\nfrom devito.passes.iet.definitions import DataManager\nfrom devito.passes.iet.langbase import LangBB\n\n__all__ = ['CBB', 'CDataManager']\n\n\nclass CBB(LangBB):\n\n mapper = {\n 'aligned': lambda i:\n '__attribute__((aligned(%d)))' % i,\n 'host-alloc': lambda i, j, k:\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom devito.ir import Call\nfrom devito.passes.iet.definitions import DataManager\nfrom devito.passes.iet.langbase import LangBB\n\n__all__ = ['CBB', 'CDataManager']\n\n\nclass CBB(LangBB):\n\n mapper = {\n 'aligned': lambda i:\n '__attribute__((aligned(%d)))' % i,\n 'host-alloc': lambda i, j, k:\n Call('posix_memalign', (i, j, k)),\n 'host-free': lambda i:\n Call('free', (i,)),\n }\n\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e0201884251a727105b3a8b3946ca3bc3aefd73d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 """Test methods about image process Make sure the existance of the images """ from ell import * import numpy as np _filter = Filter.from_name('db4') def test_resize(): chennal=0 c = ImageRGB.open('src/lenna.jpg') d=c.resize(minInd=(-100,-100), maxInd=(100,100)) d.to_image() assert True def test_quantize(): im = ImageRGB.open('src/lenna.jpg') d = im.quantize(128) d.to_image() assert True def test_convolve(): im = ImageRGB.open('src/lenna.jpg') d = (im @ _filter.H).D # print(f"{d:i}, {d.shape}") assert True def test_filter(): im = ImageRGB.open('src/lenna.jpg') rec = (im @ _filter.H).D.U @ _filter assert True def test_rec(): im = ImageRGB.open('src/lenna.jpg') def _f(im, h1, h2=None): if h2 is None: h2 = h1 return (im.conv1d(h1.H, axis=0).conv1d(h2.H, axis=1)).P.conv1d(h1, axis=0).conv1d(h2, axis=1) rec = _f(im, _filter) + _f(im, _fi
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 3 • Unclosed '(' at line 44 - expected ')' Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 10
| 0
| 969
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n\"\"\"Test methods about image process\n\nMake sure the existance of the images\n\"\"\"\n\n\nfrom ell import *\nimport numpy as np\n\n_filter = Filter.from_name('db4')\n\ndef test_resize():\n chennal=0\n c = ImageRGB.open('src/lenna.jpg')\n d=c.resize(minInd=(-100,-100), maxInd=(100,100))\n d.to_image()\n assert True\n\ndef test_quantize():\n im = ImageRGB.open('src/lenna.jpg')\n d = im.quantize(128)\n d.to_image()\n assert True\n\ndef test_convolve():\n im = ImageRGB.open('src/lenna.jpg')\n d = (im @ _filter.H).D\n # print(f\"{d:i}, {d.shape}\")\n assert True\n\ndef test_filter():\n im = ImageRGB.open('src/lenna.jpg')\n rec = (im @ _filter.H).D.U @ _filter\n\n assert True\n\ndef test_rec():\n im = ImageRGB.open('src/lenna.jpg')\n def _f(im, h1, h2=None):\n if h2 is None: h2 = h1\n return (im.conv1d(h1.H, axis=0).conv1d(h2.H, axis=1)).P.conv1d(h1, axis=0).conv1d(h2, axis=1)\n rec = _f(im, _filter) + _f(im, _fi"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 3\n \u2022 Unclosed '(' at line 44 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e0215d4c222f248ad7105000615a748c88340354
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # PyTorch import torch from torch.utils.data import IterableDataset, DataLoader from donkeycar.utils import train_test_split from donkeycar.parts.tub_v2 import Tub from torchvision import transforms from typing import List, Any from donkeycar.pipeline.types import TubRecord, TubDataset from donkeycar.pipeline.sequence import TubSequence import pytorch_lightning as pl def get_default_transform(for_video=False, for_inference=False, resize=True): """ Creates a default transform to work with torchvision models Video transform: All pre-trained models expect input images normalized in the same way, i.e. mini-batches of 3-channel RGB videos of shape (3 x T x H x W), where H and W are expected to be 112, and T is a number of video frames in a clip. The images have to be loaded in to a range of [0, 1] and then normalized using mean = [0.43216, 0.394666, 0.37645] and std = [0.22803, 0.22145, 0.216989]. """ mean = [0.485, 0.456, 0.406] std = [0.229, 0.224, 0.225] input_size = (224, 224) if for_video: mean = [0.43216, 0.394666, 0.37645] std = [0.22803, 0.22145, 0.216989] input_size = (112, 112) transform_items = [ transforms.ToTensor(), transforms.Normalize(mean=mean, std=std) ] if resize: transform_items.insert(0, transforms.Resize(input_size)) return transforms.Compose(transform_items) class TorchTubDataset(IterableDataset): ''' Loads the dataset, and creates a train/test split. ''' def __init__(self, config, records: List[TubRecord], transform=None): """Create a PyTorch Tub Dataset Args: config (object): the configuration information records (List[TubRecord]): a list of tub records transform (function, optional): a transform to apply to the data """ self.config = config # Handle the transforms if transform: self.transform = transform else: self.transform = get_default_transform() self.sequence = TubSequence(records) self.pipeline = self._create_pipeline() self.len = len(records) def _create_pipeline(self): """ This can be overridden if more complicated pipelines are required """ def y_transform(record: TubRecord): angle: float = record.underlying['user/angle'] throttle: float = record.underlying['user/throttle'] predictions = torch.tensor([angle, throttle], dtype=torch.float) # Normalize to be between [0, 1] # angle and throttle are originally between [-1, 1] predictions = (predictions + 1) / 2 return predictions ... [8 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 14 • Invalid syntax at line 86: ... [8 more functiondefs truncated] ... Fixes: • Complete the expression on the last line • Add closing quote at line 14 • Review syntax near the error location
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 4
| 1
| 2,810
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# PyTorch\nimport torch\nfrom torch.utils.data import IterableDataset, DataLoader\nfrom donkeycar.utils import train_test_split\nfrom donkeycar.parts.tub_v2 import Tub\nfrom torchvision import transforms\nfrom typing import List, Any\nfrom donkeycar.pipeline.types import TubRecord, TubDataset\nfrom donkeycar.pipeline.sequence import TubSequence\nimport pytorch_lightning as pl\n\n\ndef get_default_transform(for_video=False, for_inference=False, resize=True):\n \"\"\"\n Creates a default transform to work with torchvision models\n\n Video transform:\n All pre-trained models expect input images normalized in the same way, \n i.e. mini-batches of 3-channel RGB videos of shape (3 x T x H x W), \n where H and W are expected to be 112, and T is a number of video frames \n in a clip. The images have to be loaded in to a range of [0, 1] and \n then normalized using mean = [0.43216, 0.394666, 0.37645] and \n std = [0.22803, 0.22145, 0.216989].\n \"\"\"\n\n mean = [0.485, 0.456, 0.406]\n std = [0.229, 0.224, 0.225]\n input_size = (224, 224)\n\n if for_video:\n mean = [0.43216, 0.394666, 0.37645]\n std = [0.22803, 0.22145, 0.216989]\n input_size = (112, 112)\n\n transform_items = [\n transforms.ToTensor(),\n transforms.Normalize(mean=mean, std=std)\n ]\n\n if resize:\n transform_items.insert(0, transforms.Resize(input_size))\n\n return transforms.Compose(transform_items)\n\n\nclass TorchTubDataset(IterableDataset):\n '''\n Loads the dataset, and creates a train/test split.\n '''\n\n def __init__(self, config, records: List[TubRecord], transform=None):\n \"\"\"Create a PyTorch Tub Dataset\n\n Args:\n config (object): the configuration information\n records (List[TubRecord]): a list of tub records\n transform (function, optional): a transform to apply to the data\n \"\"\"\n self.config = config\n\n # Handle the transforms\n if transform:\n self.transform = transform\n else:\n self.transform = get_default_transform()\n\n self.sequence = TubSequence(records)\n self.pipeline = self._create_pipeline()\n self.len = len(records)\n\n def _create_pipeline(self):\n \"\"\" This can be overridden if more complicated pipelines are\n required \"\"\"\n\n def y_transform(record: TubRecord):\n angle: float = record.underlying['user/angle']\n throttle: float = record.underlying['user/throttle']\n predictions = torch.tensor([angle, throttle], dtype=torch.float)\n\n # Normalize to be between [0, 1]\n # angle and throttle are originally between [-1, 1]\n predictions = (predictions + 1) / 2\n return predictions\n\n\n ... [8 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 14\n \u2022 Invalid syntax at line 86: ... [8 more functiondefs truncated] ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 14\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
e02439282d17416800f4bfd8e050f404bc4d7706
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os from tornado.template import Template __SNIPPET__ = os.path.join(os.path.dirname(os.path.abspath(__file__)), '_snippet') def T(name, **kw): t = Template(open(os.path.join(__SNIPPET__, name + '.html'), 'rb').read()) return t.generate(**dict([('template_file', name)] + globals().items() + kw.items()))
|
Functions: T This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 316
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os\nfrom tornado.template import Template\n\n__SNIPPET__ = os.path.join(os.path.dirname(os.path.abspath(__file__)), '_snippet')\n\n\ndef T(name, **kw):\n\tt = Template(open(os.path.join(__SNIPPET__, name + '.html'), 'rb').read())\n\treturn t.generate(**dict([('template_file', name)] + globals().items() + kw.items()))"}, {"role": "assistant", "content": " Functions: T\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e0251d7f1fc5a3340792a778c923482bb49bcf13
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: def setup_platform(hass, config, add_devices, discovery_info=None): """Set up the HDDTemp sensor.""" name = config.get(CONF_NAME) host = config.get(CONF_HOST) port = config.get(CONF_PORT) disks = config.get(CONF_DISKS) hddtemp = HddTempData(host, port) hddtemp.update() if hddtemp.data is None: return False if not disks: disks = [next(iter(hddtemp.data)).split('|')[0]] dev = [] for disk in disks: if disk in hddtemp.data: dev.append(HddTempSensor(name, disk, hddtemp)) add_devices(dev, True) class HddTempSensor(Entity): """Representation of a HDDTemp sensor.""" def __init__(self, name, disk, hddtemp): """Initialize a HDDTemp sensor.""" self.hddtemp = hddtemp self.disk = disk self._name = '{} {}'.format(name, disk) self._state = None self._details = None @property def name(self): """Return the name of the sensor.""" return self._name @property def state(self): """Return the state of the device.""" return self._state @property def unit_of_measurement(self): """Return the unit the value is expressed in.""" if self._details[3] == 'C': return TEMP_CELSIUS return TEMP_FAHRENHEIT @property def device_state_attributes(self): """Return the state attributes of the sensor.""" return {
|
ATTR_DEVICE: self._details[0], ATTR_MODEL: self._details[1], } def update(self): """Get the latest data from HDDTemp daemon and updates the state.""" self.hddtemp.update() if self.hddtemp.data and self.disk in self.hddtemp.data: self._details = self.hddtemp.data[self.disk].split('|') self._state = self._details[2] else: self._state = None class HddTempData(object): """Get the latest data from HDDTemp and update the states.""" def __init__(self, host, port): """Initialize the data object.""" self.host = host self.port = port self.data = None def update(self): """Get the latest data from HDDTemp running as daemon.""" try: connection = Telnet( host=self.host, port=self.port, timeout=DEFAULT_TIMEOUT) data = connection.read_all().decode( 'ascii').lstrip('|').rstrip('|').split('||') self.data = {data[i].split('|')[0]: data[i] for i in range(0, len(data), 1)} except ConnectionRefusedError: _LOGGER.error( "HDDTemp is not available at %s:%s", self.host, self.port) self.data = None
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 9
| 2
| 2,756
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\ndef setup_platform(hass, config, add_devices, discovery_info=None):\n \"\"\"Set up the HDDTemp sensor.\"\"\"\n name = config.get(CONF_NAME)\n host = config.get(CONF_HOST)\n port = config.get(CONF_PORT)\n disks = config.get(CONF_DISKS)\n\n hddtemp = HddTempData(host, port)\n hddtemp.update()\n\n if hddtemp.data is None:\n return False\n\n if not disks:\n disks = [next(iter(hddtemp.data)).split('|')[0]]\n\n dev = []\n for disk in disks:\n if disk in hddtemp.data:\n dev.append(HddTempSensor(name, disk, hddtemp))\n\n add_devices(dev, True)\n\n\nclass HddTempSensor(Entity):\n \"\"\"Representation of a HDDTemp sensor.\"\"\"\n\n def __init__(self, name, disk, hddtemp):\n \"\"\"Initialize a HDDTemp sensor.\"\"\"\n self.hddtemp = hddtemp\n self.disk = disk\n self._name = '{} {}'.format(name, disk)\n self._state = None\n self._details = None\n\n @property\n def name(self):\n \"\"\"Return the name of the sensor.\"\"\"\n return self._name\n\n @property\n def state(self):\n \"\"\"Return the state of the device.\"\"\"\n return self._state\n\n @property\n def unit_of_measurement(self):\n \"\"\"Return the unit the value is expressed in.\"\"\"\n if self._details[3] == 'C':\n return TEMP_CELSIUS\n return TEMP_FAHRENHEIT\n\n @property\n def device_state_attributes(self):\n \"\"\"Return the state attributes of the sensor.\"\"\"\n return {"}, {"role": "assistant", "content": "\n ATTR_DEVICE: self._details[0],\n ATTR_MODEL: self._details[1],\n }\n\n def update(self):\n \"\"\"Get the latest data from HDDTemp daemon and updates the state.\"\"\"\n self.hddtemp.update()\n\n if self.hddtemp.data and self.disk in self.hddtemp.data:\n self._details = self.hddtemp.data[self.disk].split('|')\n self._state = self._details[2]\n else:\n self._state = None\n\n\nclass HddTempData(object):\n \"\"\"Get the latest data from HDDTemp and update the states.\"\"\"\n\n def __init__(self, host, port):\n \"\"\"Initialize the data object.\"\"\"\n self.host = host\n self.port = port\n self.data = None\n\n def update(self):\n \"\"\"Get the latest data from HDDTemp running as daemon.\"\"\"\n try:\n connection = Telnet(\n host=self.host, port=self.port, timeout=DEFAULT_TIMEOUT)\n data = connection.read_all().decode(\n 'ascii').lstrip('|').rstrip('|').split('||')\n self.data = {data[i].split('|')[0]: data[i]\n for i in range(0, len(data), 1)}\n except ConnectionRefusedError:\n _LOGGER.error(\n \"HDDTemp is not available at %s:%s\", self.host, self.port)\n self.data = None"}]
| false
| null | null | null |
e025cd2fbcd0226b08e7474394109f24f199f13c
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import random prefix = [ 'Look at you! ', 'Bless ', 'Bless! ', 'I heard about that! ', 'Amen!', 'You and the kids doing alright?', 'Miss ya\'ll!' ] suffix = [ '. Amen!', '. God bless america', '. God bless!', ' haha', '. love ya!', '. love ya\'ll!', ] def add_pre_suf(sentence): if random.randint(1,10) <= 6: if random.randint(1,10) <= 5: sentence = prefix[random.randint(0, len(prefix) - 1)] + sentence else: sentence += suffix[random.randint(0, len(suffix) - 1)] # Complete this line def add_elipses(sentence): words = sentence.split() for i in range(4, len(words), 5): if random.randint(1,10) <= 7: words[i] += "..." return " ".join(words) def boomer_caps(sentence): seed = random.randint(1, 10) sent_array = sentence.split() if seed in (1, 2, 3): return sentence elif seed in (4, 5): temp_sent = [] for x in sent_array: if random.random() < 0.25: x = x.upper() temp_sent.append(x) return " ".join(temp_sent) elif seed in (6, 7): temp_sent = [] for x in sent_array: if random.random() < 0.5: x = x.upper() temp_sent.append(x) return " ".join(temp_sent) elif seed in (8, 9): return sentence.title() elif seed == 10: return sentence.upper()
|
The missing line is: return sentence
|
intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 0
| 1,402
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport random\n\nprefix = [\n'Look at you! ',\n'Bless ',\n'Bless! ',\n'I heard about that! ',\n'Amen!',\n'You and the kids doing alright?',\n'Miss ya\\'ll!'\n]\n\nsuffix = [\n'. Amen!',\n'. God bless america',\n'. God bless!',\n' haha',\n'. love ya!',\n'. love ya\\'ll!',\n]\n\ndef add_pre_suf(sentence):\n if random.randint(1,10) <= 6:\n if random.randint(1,10) <= 5:\n sentence = prefix[random.randint(0, len(prefix) - 1)] + sentence\n else:\n sentence += suffix[random.randint(0, len(suffix) - 1)]\n # Complete this line\n\ndef add_elipses(sentence):\n words = sentence.split()\n for i in range(4, len(words), 5):\n if random.randint(1,10) <= 7:\n words[i] += \"...\"\n return \" \".join(words)\n\ndef boomer_caps(sentence):\n seed = random.randint(1, 10)\n sent_array = sentence.split()\n if seed in (1, 2, 3):\n return sentence\n elif seed in (4, 5):\n temp_sent = []\n for x in sent_array:\n if random.random() < 0.25:\n x = x.upper()\n temp_sent.append(x)\n return \" \".join(temp_sent)\n elif seed in (6, 7):\n temp_sent = []\n for x in sent_array:\n if random.random() < 0.5:\n x = x.upper()\n temp_sent.append(x)\n return \" \".join(temp_sent)\n elif seed in (8, 9):\n return sentence.title()\n elif seed == 10:\n return sentence.upper()"}, {"role": "assistant", "content": "The missing line is:\n return sentence"}]
| false
| null | null | null |
e026ba13c5f7c12090e3dee6c5f9a4f65eca3bb7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import telegram from django.conf import settings from django.shortcuts import redirect from django.utils.decorators import method_decorator from django.views.generic import View from django.views.decorators.csrf import csrf_exempt from braces.views import CsrfExemptMixin from rest_framework.authentication import BasicAuthentication from rest_framework import status from rest_framework.response import Response from rest_framework.views import APIView from rest_framework.permissions import AllowAny from .bots import TelegramBot from .models import TelegramUser as User @method_decorator(csrf_exempt, name='dispatch') class TelegramBotView(APIView): permission_classes = (AllowAny, ) def post(self, request, *args, **kwargs): context = request.data bot = TelegramBot(context) user, _ = User.objects.get_or_create( id=bot.sender['id'], defaults={ 'first_name': bot.sender['first_name'], 'last_name': bot.sender.get('last_name', ''), 'username': bot.sender.get('username', ''), 'is_bot': bot.sender.get('is_bot', False) } ) user.access_count += 1 user.save( bot.process(user) return Response(status=status.HTTP_200_OK)
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 38 - expected ')' • SyntaxError: '(' was never closed at line 38 Fix: Add missing ')' bracket at line 38
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 1,302
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport telegram\n\nfrom django.conf import settings\nfrom django.shortcuts import redirect\nfrom django.utils.decorators import method_decorator\nfrom django.views.generic import View\nfrom django.views.decorators.csrf import csrf_exempt\n\nfrom braces.views import CsrfExemptMixin\n\nfrom rest_framework.authentication import BasicAuthentication\nfrom rest_framework import status\nfrom rest_framework.response import Response\nfrom rest_framework.views import APIView\nfrom rest_framework.permissions import AllowAny\n\nfrom .bots import TelegramBot\nfrom .models import TelegramUser as User\n\n\n@method_decorator(csrf_exempt, name='dispatch')\nclass TelegramBotView(APIView):\n permission_classes = (AllowAny, )\n\n def post(self, request, *args, **kwargs):\n context = request.data\n bot = TelegramBot(context)\n user, _ = User.objects.get_or_create(\n id=bot.sender['id'],\n defaults={\n 'first_name': bot.sender['first_name'],\n 'last_name': bot.sender.get('last_name', ''),\n 'username': bot.sender.get('username', ''),\n 'is_bot': bot.sender.get('is_bot', False)\n }\n )\n user.access_count += 1\n user.save(\n bot.process(user)\n return Response(status=status.HTTP_200_OK)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unclosed '(' at line 38 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 38\n\n Fix: Add missing ')' bracket at line 38"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e026dd61a71f4c0236cf71cd04ff440228426371
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os from datetime import datetime from os.path import join import pathlib from tqdm import tqdm import argparse import torch from torch import nn, optim from torch.autograd import Variable import torchvision from torchvision.transforms import Pad from torchvision.utils import make_grid import repackage def save_sample_sheet(cgn, u_fixed, sample_path, ep_str): cgn.eval() dev = u_fixed.to(cgn.get_device()) ys = [15, 251, 330, 382, 385, 483, 559, 751, 938, 947, 999] to_save = [] with torch.no_grad(): for y in ys: # generate y_vec = cgn.get_class_vec(y, sz=1) inp = (u_fixed.to(dev), y_vec.to(dev), cgn.truncation) x_gt, mask, premask, foreground, background, bg_mask = cgn(inp) x_gen = mask * foreground + (1 - mask) * background # build class grid to_plot = [premask, foreground, background, x_gen, x_gt] grid = make_grid(torch.cat(to_plot).detach().cpu(), nrow=len(to_plot), padding=2, normalize=True) # add unnormalized mask mask = Pad(2)(mask[0].repeat(3, 1, 1)).detach().cpu() grid = torch.cat([mask, grid], 2) # save to disk to_save.append(grid) del to_plot, mask, premask, foreground, background, x_gen, x_gt # save the image path = join(sample_path, f'cls_sheet_' + ep_str + '.png') torchvision.utils.save_image(torch.cat(to_save, 1), path) cgn.train() def save_sample_single(cgn, u_fixed, sample_path, ep_str): cgn.eval() dev = u_fixed.to(cgn.get_device()) ys = [15, 251, 330, 382, 385, 483, 559, 751, 938, 947, 999] with torch.no_grad(): for y in ys: # generate y_vec = cgn.get_class_vec(y, sz=1) inp = (u_fixed.to(dev), y_vec.to(dev), cgn.truncation) _, mask, premask, foreground, background, _ = cgn(inp) x_gen = mask * foreground + (1 - mask) * background # save_images path = join(sample_path, f'{y}_1_premask_' + ep_str + '.png') torchvision.utils.save_image(premask, path, normalize=True) path = join(sample_path, f'{y}_2_mask_' + ep_str + '.png') torchvision.utils.save_image(mask, path, normalize=True) path = join(sample_path, f'{y}_3_texture_' + ep_str + '.png') torchvision.utils.save_image(foreground, path, normalize=True) path = join(sample_path, f'{y}_4_bgs_' + ep_str + '.png') torchvision.utils.save_image(background, path, normalize=True) path = join(sample_path, f'{y}_5_gen_ims_' + ep_str + '.png') torchvision.utils.save_image(x_gen, path, normalize=True) cgn.train() ... [3 more functiondefs truncated] ...
|
Functions: save_sample_sheet, save_sample_single This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 2,829
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os\nfrom datetime import datetime\nfrom os.path import join\nimport pathlib\nfrom tqdm import tqdm\nimport argparse\n\nimport torch\nfrom torch import nn, optim\nfrom torch.autograd import Variable\nimport torchvision\nfrom torchvision.transforms import Pad\nfrom torchvision.utils import make_grid\nimport repackage\ndef save_sample_sheet(cgn, u_fixed, sample_path, ep_str):\n cgn.eval()\n dev = u_fixed.to(cgn.get_device())\n ys = [15, 251, 330, 382, 385, 483, 559, 751, 938, 947, 999]\n\n to_save = []\n with torch.no_grad():\n for y in ys:\n # generate\n y_vec = cgn.get_class_vec(y, sz=1)\n inp = (u_fixed.to(dev), y_vec.to(dev), cgn.truncation)\n x_gt, mask, premask, foreground, background, bg_mask = cgn(inp)\n x_gen = mask * foreground + (1 - mask) * background\n\n # build class grid\n to_plot = [premask, foreground, background, x_gen, x_gt]\n grid = make_grid(torch.cat(to_plot).detach().cpu(),\n nrow=len(to_plot), padding=2, normalize=True)\n\n # add unnormalized mask\n mask = Pad(2)(mask[0].repeat(3, 1, 1)).detach().cpu()\n grid = torch.cat([mask, grid], 2)\n\n # save to disk\n to_save.append(grid)\n del to_plot, mask, premask, foreground, background, x_gen, x_gt\n\n # save the image\n path = join(sample_path, f'cls_sheet_' + ep_str + '.png')\n torchvision.utils.save_image(torch.cat(to_save, 1), path)\n cgn.train()\n\n\ndef save_sample_single(cgn, u_fixed, sample_path, ep_str):\n cgn.eval()\n dev = u_fixed.to(cgn.get_device())\n\n ys = [15, 251, 330, 382, 385, 483, 559, 751, 938, 947, 999]\n with torch.no_grad():\n for y in ys:\n # generate\n y_vec = cgn.get_class_vec(y, sz=1)\n inp = (u_fixed.to(dev), y_vec.to(dev), cgn.truncation)\n _, mask, premask, foreground, background, _ = cgn(inp)\n x_gen = mask * foreground + (1 - mask) * background\n\n # save_images\n path = join(sample_path, f'{y}_1_premask_' + ep_str + '.png')\n torchvision.utils.save_image(premask, path, normalize=True)\n path = join(sample_path, f'{y}_2_mask_' + ep_str + '.png')\n torchvision.utils.save_image(mask, path, normalize=True)\n path = join(sample_path, f'{y}_3_texture_' + ep_str + '.png')\n torchvision.utils.save_image(foreground, path, normalize=True)\n path = join(sample_path, f'{y}_4_bgs_' + ep_str + '.png')\n torchvision.utils.save_image(background, path, normalize=True)\n path = join(sample_path, f'{y}_5_gen_ims_' + ep_str + '.png')\n torchvision.utils.save_image(x_gen, path, normalize=True)\n\n cgn.train()\n\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: save_sample_sheet, save_sample_single\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e026df5666a9c260f8a2d313e1edc3eee3cad4f7
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from django.conf.urls import url from django.urls import path, include,re_path from . import views from rest_framework.authtoken.views import obtain_auth_token urlpatterns = [ path('', views.index, name='index'), path('about', views.about, name='about'),
|
path('projects', views.projects, name='projects'), path('photos', views.photos, name='photos'), re_path(r'^api/projects/$', views.ProjectList.as_view()), re_path(r'^api-token-auth/', obtain_auth_token), re_path(r'api/project/project-id/(?P<pk>[0-9]+)/$', views.ProjectDescription.as_view()), ]
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 580
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom django.conf.urls import url\nfrom django.urls import path, include,re_path\nfrom . import views\nfrom rest_framework.authtoken.views import obtain_auth_token\n\n\n\nurlpatterns = [\n path('', views.index, name='index'),\n path('about', views.about, name='about'),"}, {"role": "assistant", "content": "\n path('projects', views.projects, name='projects'),\n path('photos', views.photos, name='photos'),\n re_path(r'^api/projects/$', views.ProjectList.as_view()),\n re_path(r'^api-token-auth/', obtain_auth_token),\n re_path(r'api/project/project-id/(?P<pk>[0-9]+)/$', views.ProjectDescription.as_view()),\n]"}]
| false
| null | null | null |
e0274bb01109146cf480d663260e32b7e8a8cc2d
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from six.moves import urllib from kiwi.store.tracking.file_store import FileStore class PluginFileStore(FileStore): """FileStore provided through entrypoints system""" def __init__(self, store_uri=None, artifact_uri=None): pa Error: SyntaxError / EOF
|
Fixed Code: from six.moves import urllib from kiwi.store.tracking.file_store import FileStore class PluginFileStore(FileStore): """FileStore provided through entrypoints system""" def __init__(self, store_uri=None, artifact_uri=None): path = urllib.parse.urlparse(store_uri).path if store_uri else None self.is_plugin = True super(PluginFileStore, self).__init__(path, artifact_uri) Explanation: Complete the truncated code structure
|
intermediate
|
oop
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 245
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom six.moves import urllib\n\nfrom kiwi.store.tracking.file_store import FileStore\n\n\nclass PluginFileStore(FileStore):\n \"\"\"FileStore provided through entrypoints system\"\"\"\n\n def __init__(self, store_uri=None, artifact_uri=None):\n pa\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom six.moves import urllib\n\nfrom kiwi.store.tracking.file_store import FileStore\n\n\nclass PluginFileStore(FileStore):\n \"\"\"FileStore provided through entrypoints system\"\"\"\n\n def __init__(self, store_uri=None, artifact_uri=None):\n path = urllib.parse.urlparse(store_uri).path if store_uri else None\n self.is_plugin = True\n super(PluginFileStore, self).__init__(path, artifact_uri)\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e027abc215159b586950e87882ad8ad4be055155
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from io import BytesIO import json import urllib.parse from collections import OrderedDict from PIL import Image import numpy as np import pytest def flask_app(): from terracotta.server import create_app return create_app() @pytest.fixture(scope='module') def client(flask_app): with flask_app.test_client() as client: yield client def test_get_keys(client, use_testdb): rv = client.get('/keys') expected_response = [ {'key': 'key1'}, {'key': 'akey'}, {'key': 'key2', 'description': 'key2'} ] assert rv.status_code == 200 assert expected_response == json.loads(rv.data)['keys'] def test_get_metadata(client, use_testdb): rv = client.get('/metadata/val11/x/val12/') assert rv.status_code == 200 assert ['extra_data'] == json.loads(rv.data)['metadata'] def test_get_metadata_nonexisting(client, use_testdb): rv = client.get('/metadata/val11/x/NONEXISTING/') assert rv.status_code == 404 def test_get_datasets(client, use_testdb): rv = client.get('/datasets') assert rv.status_code == 200 datasets = json.loads(rv.data, object_pairs_hook=OrderedDict)['datasets'] assert len(datasets) == assert OrderedDict([('key1', 'val11'), ('akey', 'x'), ('key2', 'val12')]) in datasets def test_get_datasets_pagination(client, use_testdb): # no page (implicit 0) rv = client.get('/datasets?limit=2') assert rv.status_code == 200 response = json.loads(rv.data, object_pairs_hook=OrderedDict) assert response['limit'] == 2 assert response['page'] == 0 first_datasets = response['datasets'] assert len(first_datasets) == 2 assert OrderedDict([('key1', 'val11'), ('akey', 'x'), ('key2', 'val12')]) in first_datasets # second page rv = client.get('/datasets?limit=2&page=1') assert rv.status_code == 200 response = json.loads(rv.data, object_pairs_hook=OrderedDict) assert response['limit'] == 2 assert response['page'] == 1 last_datasets = response['datasets'] assert len(last_datasets) == 2 assert OrderedDict([('key1', 'val11'), ('akey', 'x'), ('key2', 'val12')]) not in last_datasets # page out of range rv = client.get('/datasets?limit=2&page=1000') assert rv.status_code == 200 assert not json.loads(rv.data)['datasets'] # invalid page rv = client.get('/datasets?page=-1') assert rv.status_code == 400 # invalid limit rv = client.get('/datasets?limit=-1') assert rv.status_code == 400 def test_get_datasets_selective(client, use_testdb): rv = client.get('/datasets?key1=val21') assert rv.status_code == 200 assert len(json.loads(rv.data)['datasets']) == 3 rv = client.get('/datasets?key1=val21&key2=val23') assert rv.status_code == 200 assert len(json.loads(rv.data)['datasets']) == 1 ... [22 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • IndentationError at line 49 Fixes: • Complete the expression on the last line • Fix indentation to match Python syntax rules
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 8
| 0
| 2,885
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom io import BytesIO\nimport json\nimport urllib.parse\nfrom collections import OrderedDict\n\nfrom PIL import Image\nimport numpy as np\n\nimport pytest\n\n\ndef flask_app():\n from terracotta.server import create_app\n return create_app()\n\n\n@pytest.fixture(scope='module')\ndef client(flask_app):\n with flask_app.test_client() as client:\n yield client\n\n\ndef test_get_keys(client, use_testdb):\n rv = client.get('/keys')\n\n expected_response = [\n {'key': 'key1'},\n {'key': 'akey'},\n {'key': 'key2', 'description': 'key2'}\n ]\n assert rv.status_code == 200\n assert expected_response == json.loads(rv.data)['keys']\n\n\ndef test_get_metadata(client, use_testdb):\n rv = client.get('/metadata/val11/x/val12/')\n assert rv.status_code == 200\n assert ['extra_data'] == json.loads(rv.data)['metadata']\n\n\ndef test_get_metadata_nonexisting(client, use_testdb):\n rv = client.get('/metadata/val11/x/NONEXISTING/')\n assert rv.status_code == 404\n\n\ndef test_get_datasets(client, use_testdb):\n rv = client.get('/datasets')\n assert rv.status_code == 200\n datasets = json.loads(rv.data, object_pairs_hook=OrderedDict)['datasets']\nassert len(datasets) == \n assert OrderedDict([('key1', 'val11'), ('akey', 'x'), ('key2', 'val12')]) in datasets\n\n\ndef test_get_datasets_pagination(client, use_testdb):\n # no page (implicit 0)\n rv = client.get('/datasets?limit=2')\n assert rv.status_code == 200\n response = json.loads(rv.data, object_pairs_hook=OrderedDict)\n assert response['limit'] == 2\n assert response['page'] == 0\n\n first_datasets = response['datasets']\n assert len(first_datasets) == 2\n assert OrderedDict([('key1', 'val11'), ('akey', 'x'), ('key2', 'val12')]) in first_datasets\n\n # second page\n rv = client.get('/datasets?limit=2&page=1')\n assert rv.status_code == 200\n response = json.loads(rv.data, object_pairs_hook=OrderedDict)\n assert response['limit'] == 2\n assert response['page'] == 1\n\n last_datasets = response['datasets']\n assert len(last_datasets) == 2\n assert OrderedDict([('key1', 'val11'), ('akey', 'x'), ('key2', 'val12')]) not in last_datasets\n\n # page out of range\n rv = client.get('/datasets?limit=2&page=1000')\n assert rv.status_code == 200\n assert not json.loads(rv.data)['datasets']\n\n # invalid page\n rv = client.get('/datasets?page=-1')\n assert rv.status_code == 400\n\n # invalid limit\n rv = client.get('/datasets?limit=-1')\n assert rv.status_code == 400\n\n\ndef test_get_datasets_selective(client, use_testdb):\n rv = client.get('/datasets?key1=val21')\n assert rv.status_code == 200\n assert len(json.loads(rv.data)['datasets']) == 3\n\n rv = client.get('/datasets?key1=val21&key2=val23')\n assert rv.status_code == 200\n assert len(json.loads(rv.data)['datasets']) == 1\n\n\n\n ... [22 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 IndentationError at line 49\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
e02820e74734d672d90f15bf093da7319a0c92ba
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: def base_conv(n, input_base=10, output_base=10): """ Converts a number n from base input_base to base output_base. The following symbols are used to represent numbers: 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ n can be an int if input_base <= 10, and a string otherwise. The result will be a string. """ numbers = "0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ" ## base 10 conversion n = str(n) size = len(n) baseten = 0 for i in range(size): baseten += numbers.index(n[i]) * input_base ** (size - 1 - i) ## base output_base conversion # we search the biggest number m such that n^m < x max_power = 0 while output_base ** (str(max_power) + 1) <= baseten: max_power += 1 result = "" for i in range(max_power + 1): coeff = baseten / (output_base ** (max_power - i)) baseten -= coeff * (output_base ** (max_power - i)) result += numbers[coeff] return result if __name__ == "__main__": assert(base_conv(10) == "10") assert(base_conv(42) == "42") assert(base_conv(5673576) == "5673576") assert(base_conv(10, input_base=2) == "2") assert(base_conv(101010, input_base=2) == "42") assert(base_conv(43, input_base=10, output_base=2) == "101011") assert(base_conv(256**3 - 1, input_base=10, output_base=16) == "ffffff") assert(base_conv("d9bbb9d0ceabf", input_base=16, output_base=8) == "154673563503165277") assert(base_conv("154673563503165277", input_base=8, output_base=10) == "3830404793297599") assert(base_conv(0, input_base=3, output_base=50) == "0")
|
Logical Error Analysis: Error Type: TYPE_MISMATCH Issue: String concatenated with int Severity: HIGH Location: Line 23 Buggy code: while output_base ** (str(max_power) + 1) <= baseten: Should be: while output_base ** (max_power + 1) <= baseten: Explanation: Type mismatch will cause runtime error Fix: Ensure types are compatible in operations
|
intermediate
|
testing
|
logical_errors
|
Pythoncode:Python
| 1
| 0
| 1,700
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\ndef base_conv(n, input_base=10, output_base=10):\n \"\"\"\n Converts a number n from base input_base to base output_base.\n \n The following symbols are used to represent numbers:\n 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ\n n can be an int if input_base <= 10, and a string otherwise.\n The result will be a string.\n \"\"\"\n numbers = \"0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ\"\n \n ## base 10 conversion\n n = str(n)\n size = len(n)\n baseten = 0\n \n for i in range(size):\n baseten += numbers.index(n[i]) * input_base ** (size - 1 - i)\n \n ## base output_base conversion\n # we search the biggest number m such that n^m < x\n max_power = 0\n while output_base ** (str(max_power) + 1) <= baseten:\n max_power += 1\n \n result = \"\"\n for i in range(max_power + 1):\n coeff = baseten / (output_base ** (max_power - i))\n baseten -= coeff * (output_base ** (max_power - i))\n result += numbers[coeff]\n \n return result\n\nif __name__ == \"__main__\":\n assert(base_conv(10) == \"10\")\n assert(base_conv(42) == \"42\")\n assert(base_conv(5673576) == \"5673576\")\n assert(base_conv(10, input_base=2) == \"2\")\n assert(base_conv(101010, input_base=2) == \"42\")\n assert(base_conv(43, input_base=10, output_base=2) == \"101011\")\n assert(base_conv(256**3 - 1, input_base=10, output_base=16) == \"ffffff\")\n assert(base_conv(\"d9bbb9d0ceabf\", input_base=16, output_base=8) ==\n \"154673563503165277\")\n assert(base_conv(\"154673563503165277\", input_base=8, output_base=10) ==\n \"3830404793297599\")\n assert(base_conv(0, input_base=3, output_base=50) == \"0\")"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: TYPE_MISMATCH\n Issue: String concatenated with int\n Severity: HIGH\n\n Location: Line 23\n\n Buggy code:\n while output_base ** (str(max_power) + 1) <= baseten:\n\n Should be:\n while output_base ** (max_power + 1) <= baseten:\n\n Explanation: Type mismatch will cause runtime error\n Fix: Ensure types are compatible in operations"}]
| true
|
logical
|
TYPE_MISMATCH
|
HIGH
|
e02908fac191deeaa9eb04515ee51d7d466320c5
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import logging from typing import Dict, List, Optional import numpy as np import qiskit from qiskit.circuit import Barrier, Delay, Reset from qiskit.circuit.library import (CRXGate, CRYGate, CRZGate, CZGate, class RemoveSmallRotations(TransformationPass): """Return a circuit with small rotation gates removed.""" def __init__(self, epsilon: float = 0, modulo2pi=False): """Remove all small rotations from a circuit Args: epsilon: Threshold for rotation angle to be removed modulo2pi: If True, then rotations multiples of 2pi are removed as well """ super().__init__() self.epsilon = epsilon self._empty_dag1 = qiskit.converters.circuit_to_dag(QuantumCircuit(1)) self._empty_dag2 = qiskit.converters.circuit_to_dag(QuantumCircuit(2)) self.mod2pi = modulo2pi def run(self, dag: DAGCircuit) -> DAGCircuit: """Run the pass on `dag`. Args: dag: input dag. Returns: Output dag with small rotations removed """ def modulo_2pi(x): x = float(x) return np.mod(x + np.pi, 2 * np.pi) - np.pi for node in dag.op_nodes(): if isinstance(node.op, (PhaseGate, RXGate, RYGate, RZGate)): if node.op.is_parameterized(): # for parameterized gates we do not optimize pass else: phi = float(node.op.params[0]) if self.mod2pi: phi = modulo_2pi(phi) if np.abs(phi) <= self.epsilon: dag.substitute_node_with_dag(node, self._empty_dag1) elif isinstance(node.op, (CRXGate, CRYGate, CRZGate)): if node.op.is_parameterized(): # for parameterized gates we do not optimize pass else: phi = float(node.op.params[0]) if self.mod2pi: phi = modulo_2pi(phi) if np.abs(phi) <= self.epsilon: dag.substitute_node_with_dag(node, self._empty_dag2) return dag class RemoveDiagonalGatesAfterInput(TransformationPass): """Remove diagonal gates (including diagonal 2Q gates) at the start of a circuit. Transpiler pass to remove diagonal gates (like RZ, T, Z, etc) at the start of a circuit. Including diagonal 2Q gates. Nodes after a reset are also included. """ ... [18 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 12 Unclosed '(' at line 7 - expected ')' SyntaxError: '(' was never closed at line 7 ⚠️ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 💡 Suggestions: Complete the expression on the last line Add closing quote at line 12 Add closing ')' bracket
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 3
| 2
| 2,578
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport logging\nfrom typing import Dict, List, Optional\n\nimport numpy as np\nimport qiskit\nfrom qiskit.circuit import Barrier, Delay, Reset\nfrom qiskit.circuit.library import (CRXGate, CRYGate, CRZGate, CZGate,\nclass RemoveSmallRotations(TransformationPass):\n \"\"\"Return a circuit with small rotation gates removed.\"\"\"\n\n def __init__(self, epsilon: float = 0, modulo2pi=False):\n \"\"\"Remove all small rotations from a circuit\n Args:\n epsilon: Threshold for rotation angle to be removed\n modulo2pi: If True, then rotations multiples of 2pi are removed as well\n \"\"\"\n super().__init__()\n\n self.epsilon = epsilon\n self._empty_dag1 = qiskit.converters.circuit_to_dag(QuantumCircuit(1))\n self._empty_dag2 = qiskit.converters.circuit_to_dag(QuantumCircuit(2))\n self.mod2pi = modulo2pi\n\n def run(self, dag: DAGCircuit) -> DAGCircuit:\n \"\"\"Run the pass on `dag`.\n Args:\n dag: input dag.\n Returns:\n Output dag with small rotations removed\n \"\"\"\n def modulo_2pi(x):\n x = float(x)\n return np.mod(x + np.pi, 2 * np.pi) - np.pi\n for node in dag.op_nodes():\n if isinstance(node.op, (PhaseGate, RXGate, RYGate, RZGate)):\n if node.op.is_parameterized():\n # for parameterized gates we do not optimize\n pass\n else:\n phi = float(node.op.params[0])\n if self.mod2pi:\n phi = modulo_2pi(phi)\n if np.abs(phi) <= self.epsilon:\n dag.substitute_node_with_dag(node, self._empty_dag1)\n elif isinstance(node.op, (CRXGate, CRYGate, CRZGate)):\n if node.op.is_parameterized():\n # for parameterized gates we do not optimize\n pass\n else:\n phi = float(node.op.params[0])\n if self.mod2pi:\n phi = modulo_2pi(phi)\n if np.abs(phi) <= self.epsilon:\n dag.substitute_node_with_dag(node, self._empty_dag2)\n return dag\n\n\nclass RemoveDiagonalGatesAfterInput(TransformationPass):\n \"\"\"Remove diagonal gates (including diagonal 2Q gates) at the start of a circuit.\n\n Transpiler pass to remove diagonal gates (like RZ, T, Z, etc) at the start of a circuit.\n Including diagonal 2Q gates. Nodes after a reset are also included.\n \"\"\"\n\n\n ... [18 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 12\n Unclosed '(' at line 7 - expected ')'\n SyntaxError: '(' was never closed at line 7\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 12\n Add closing ')' bracket"}]
| false
| null | null | null |
e02960393a5a94bda69769c1a73c609b148e700d
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: def help(): return ''' Isotropic-Anisotropic Filtering Norm Nesterov Algorithm Solves the filtering norm minimization + quadratic term problem Nesterov algorithm, with continuation: argmin_x || iaFN(x) ||_1/2 subjected to ||b - Ax||_2^2 < delta If no filter is provided, solves the L1. Continuation is performed by sequentially applying Nesterov's algorithm with a decreasing sequence of values of mu0 >= mu >= muf The observation matrix A must be a projector (non projector not implemented yet) Inputs: IAFNNESTA(b, #Observed data, a m x 1 array A=identity,At=identity, # measurement matrix and adjoint (either a matrix, function handles) muf=0.0001, #final mu value, smaller leads to higher accuracy delta, #l2 error bound. This enforces how close the variable #must fit the observations b, i.e. || y - Ax ||_2 <= delta #If delta = 0, enforces y = Ax #delta = sqrt(m + 2*sqrt(2*m))*sigma, where sigma=std(noise). # Complete this line verbose=0, #whether to print internal steps maxit=1000, #maximum iterations at the inner loop x0=[], #initial solution, if not provided, will be At(b) U=identity,Ut=identity, #Analysis/Synthesis operators stopTest=1, #stopTest == 1 : stop when the relative change in the objective function is less than TolVar stopTest == 2 : stop with the l_infinity norm of difference in the xk variable is less than TolVar TolVar = 1e-5, #tolerance for the stopping criteria AAtinv=[], #not implemented normU=1, #if U is provided, this should be norm(U) H=[],Ht=[]): #filter operations in sparse matrix form #also accepts the string 'tv' as input, #in that case, calculates the tv norm Outputs: return xk, #estimated x reconstructed signal niter, #number of iterations residuals #first column is the residual at every step, #second column is the value of f_mu at every step ''' import IAFNNesterov import numpy as np from scipy import sparse import fil2mat def identity(x): return x ... [1 more functiondefs truncated] ...
|
The missing line is: L1w=1,L2w=0, #weights of L1 (anisotropic) and L2(isotropic) norms
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 2,866
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\ndef help():\n return '''\nIsotropic-Anisotropic Filtering Norm Nesterov Algorithm\n\nSolves the filtering norm minimization + quadratic term problem\nNesterov algorithm, with continuation:\n\n argmin_x || iaFN(x) ||_1/2 subjected to ||b - Ax||_2^2 < delta\n\nIf no filter is provided, solves the L1.\n\nContinuation is performed by sequentially applying Nesterov's algorithm\nwith a decreasing sequence of values of mu0 >= mu >= muf\n\nThe observation matrix A must be a projector (non projector not implemented yet)\n\nInputs:\nIAFNNESTA(b, #Observed data, a m x 1 array\n A=identity,At=identity, # measurement matrix and adjoint (either a matrix, function handles) \n muf=0.0001, #final mu value, smaller leads to higher accuracy\n delta, #l2 error bound. This enforces how close the variable\n #must fit the observations b, i.e. || y - Ax ||_2 <= delta\n #If delta = 0, enforces y = Ax\n #delta = sqrt(m + 2*sqrt(2*m))*sigma, where sigma=std(noise).\n # Complete this line\n verbose=0, #whether to print internal steps \n maxit=1000, #maximum iterations at the inner loop\n x0=[], #initial solution, if not provided, will be At(b)\n U=identity,Ut=identity, #Analysis/Synthesis operators\n stopTest=1, #stopTest == 1 : stop when the relative change in the objective \n function is less than TolVar\n stopTest == 2 : stop with the l_infinity norm of difference in \n the xk variable is less than TolVar \n TolVar = 1e-5, #tolerance for the stopping criteria\n AAtinv=[], #not implemented\n normU=1, #if U is provided, this should be norm(U)\n H=[],Ht=[]): #filter operations in sparse matrix form\n #also accepts the string 'tv' as input, \n #in that case, calculates the tv norm\nOutputs:\nreturn xk, #estimated x reconstructed signal\n niter, #number of iterations\n residuals #first column is the residual at every step,\n #second column is the value of f_mu at every step\n\n\n'''\n\nimport IAFNNesterov\nimport numpy as np\nfrom scipy import sparse\nimport fil2mat\ndef identity(x):\n return x\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n L1w=1,L2w=0, #weights of L1 (anisotropic) and L2(isotropic) norms"}]
| false
| null | null | null |
e029ad3e92c68df36a0c0c69723e696b156c5364
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import itertools import BTrees from persistent import Persistent from ZODB.broken import Broken from zope.interface import implementer class ResultSet(object): """Implements :class:`hypatia.interfaces.IResultSet`""" family = BTrees.family64 def __init__(self, ids, numids, resolver, sort_type=None): self.ids = ids # only guaranteed to be iterable, not sliceable self.numids = numids self.resolver = resolver self.sort_type = sort_type def __len__(self): return self.numids def sort( self, index, reverse=False, limit=None, sort_type=None, raise_unsortable=True ): if sort_type is None: sort_type = self.sort_type ids = self.ids if not hasattr(ids, "__len__"): # indexes have no obligation to be able to sort generators ids = list(ids) self.ids = ids ids = index.sort( self.ids, reverse=reverse, limit=limit, sort_type=sort_type, raise_unsortable=raise_unso ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: ) numids = self.numids if limit:
|
advanced
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 8
| 1
| 1,079
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport itertools\nimport BTrees\n\nfrom persistent import Persistent\nfrom ZODB.broken import Broken\nfrom zope.interface import implementer\n\nclass ResultSet(object):\n \"\"\"Implements :class:`hypatia.interfaces.IResultSet`\"\"\"\n\n family = BTrees.family64\n\n def __init__(self, ids, numids, resolver, sort_type=None):\n self.ids = ids # only guaranteed to be iterable, not sliceable\n self.numids = numids\n self.resolver = resolver\n self.sort_type = sort_type\n\n def __len__(self):\n return self.numids\n\n def sort(\n self, index, reverse=False, limit=None, sort_type=None, raise_unsortable=True\n ):\n if sort_type is None:\n sort_type = self.sort_type\n\n ids = self.ids\n\n if not hasattr(ids, \"__len__\"):\n # indexes have no obligation to be able to sort generators\n ids = list(ids)\n self.ids = ids\n\n ids = index.sort(\n self.ids,\n reverse=reverse,\n limit=limit,\n sort_type=sort_type,\n raise_unsortable=raise_unso\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n )\n\n numids = self.numids\n\n if limit:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e029f3704209eae0d9983e10eec83eadf0c6a288
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Generated by Django 3.2.3 on 2021-05-30 04:28 from django.db import migrations, models import django.db.models.deletion import django.utils.timezone class Migration(migrations.Migration): initial = True dependencies = [ ('realtors', '0001_initial'), ] operations = [ migrations.CreateModel( name='Listing', fields=[ ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('slug', models.CharField(max_length=200, unique=True)), ('title', models.CharField(max_length=150)), ('address', models.CharField(default='', max_length=150)), ('city', models.CharField(max_length=100)), ('state', models.CharField(max_length=100)), ('zipcode', models.CharField(max_length=15)), ('description', models.TextField(blank=True)), ('sale_type', models.CharField(choices=[('For Sale', 'For Sale'), ('For Rent', 'For Rent')], default='For Sale', max_length=50)), ('price', models.IntegerField()), ('bedrooms', models.IntegerField()), ('bathrooms', models.DecimalField(decimal_places=1, max_digits=2)), ('home_type', models.CharField(choices=[('House', 'House'), ('Condo', 'Condo'), ('Townhouse', 'Townhouse')], default='House', max_length=50)), ('sqft', models.IntegerField()), ('open_house', models.BooleanField(default=False)), ('photo_main', models.ImageField(upload_to='photos/%Y/%m/%d')), ('photo_1', models.ImageField(blank=True, upload_to='photos/%Y/%m/%d')), ('photo_2', models.ImageField(blank=True, upload_to='photos/%Y/%m/%d')), ('is_published', models.BooleanField(default=True)), ('list_date', models.DateTimeField(blank=True, default=django.utils.timezone.now)), ('realtor', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='realtors.realtor')), ], ), ]
|
Code analysis results: 🔴 Errors found: Block at line 8 has no indented body ⚠️ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 17 Unexpected indentation at line 18 💡 Suggestions: Add docstring to class 'Migration' Line 28 too long (145 chars) - break into multiple lines Line 32 too long (158 chars) - break into multiple lines
|
advanced
|
machine_learning
|
debugging
|
Pythoncode:Python
| 0
| 1
| 2,140
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Generated by Django 3.2.3 on 2021-05-30 04:28\n\nfrom django.db import migrations, models\nimport django.db.models.deletion\nimport django.utils.timezone\n\n\nclass Migration(migrations.Migration):\n\n initial = True\n\n dependencies = [\n ('realtors', '0001_initial'),\n ]\n\n operations = [\n migrations.CreateModel(\n name='Listing',\n fields=[\n ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('slug', models.CharField(max_length=200, unique=True)),\n ('title', models.CharField(max_length=150)),\n ('address', models.CharField(default='', max_length=150)),\n ('city', models.CharField(max_length=100)),\n ('state', models.CharField(max_length=100)),\n ('zipcode', models.CharField(max_length=15)),\n ('description', models.TextField(blank=True)),\n ('sale_type', models.CharField(choices=[('For Sale', 'For Sale'), ('For Rent', 'For Rent')], default='For Sale', max_length=50)),\n ('price', models.IntegerField()),\n ('bedrooms', models.IntegerField()),\n ('bathrooms', models.DecimalField(decimal_places=1, max_digits=2)),\n ('home_type', models.CharField(choices=[('House', 'House'), ('Condo', 'Condo'), ('Townhouse', 'Townhouse')], default='House', max_length=50)),\n ('sqft', models.IntegerField()),\n ('open_house', models.BooleanField(default=False)),\n ('photo_main', models.ImageField(upload_to='photos/%Y/%m/%d')),\n ('photo_1', models.ImageField(blank=True, upload_to='photos/%Y/%m/%d')),\n ('photo_2', models.ImageField(blank=True, upload_to='photos/%Y/%m/%d')),\n ('is_published', models.BooleanField(default=True)),\n ('list_date', models.DateTimeField(blank=True, default=django.utils.timezone.now)),\n ('realtor', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='realtors.realtor')),\n ],\n ),\n ]"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 8 has no indented body\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 Add docstring to class 'Migration'\n Line 28 too long (145 chars) - break into multiple lines\n Line 32 too long (158 chars) - break into multiple lines"}]
| false
| null | null | null |
e02a89e62a53d61fc9086acef78dc03df26f1de7
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import asyncio import discord # Just with a function to add to the bot. async def on_message(message): if not message.author.bot: ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: await message.channel.send(f"{message.author.mention} a envoyé un message!") # A Listener already created with the function from discordEasy.objects import Listener
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 132
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport asyncio\nimport discord\n\n\n# Just with a function to add to the bot.\nasync def on_message(message):\n\tif not message.author.bot:\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\t\tawait message.channel.send(f\"{message.author.mention} a envoy\u00e9 un message!\")\n\n# A Listener already created with the function\nfrom discordEasy.objects import Listener"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e02ae313e5c6ccbda99f1c423609cc20c6a48485
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import os import random from flask import Flask, request, send_from_directory from werkzeug.utils import secure_filename from pianonet.core.pianoroll import Pianoroll from pianonet.model_inspection.performance_from_pianoroll import get_performance_from_pianoroll def get_random_midi_file_name(): """ Get a random midi file name that will not ever collide. """ return str(random.randint(0, 10000000000000000000)) + ".midi" def get_performance_path(midi_file_name): ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: """ Returns full path to performaqnce midi file given a file name. """ return os.path.join(performances_path, midi_file_name)
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 4
| 0
| 485
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport os\nimport random\n\nfrom flask import Flask, request, send_from_directory\nfrom werkzeug.utils import secure_filename\n\nfrom pianonet.core.pianoroll import Pianoroll\nfrom pianonet.model_inspection.performance_from_pianoroll import get_performance_from_pianoroll\n\ndef get_random_midi_file_name():\n \"\"\"\n Get a random midi file name that will not ever collide.\n \"\"\"\n\n return str(random.randint(0, 10000000000000000000)) + \".midi\"\n\n\ndef get_performance_path(midi_file_name):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n \"\"\"\n Returns full path to performaqnce midi file given a file name.\n \"\"\"\n\n return os.path.join(performances_path, midi_file_name)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e02beca3eabc9ebe9a2e1d16196b54fbf1a8bc1b
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import dash import dash_bootstrap_components as dbc import dash_core_components as dcc import dash_html_components as html import plotly.graph_objects as go from plotly.subplots import make_subplots import logging import json import os import pandas as pd from datetime import datetime from datetime import timedelta from urllib import parse import requests def _get_token(): data = { 'grant_type': 'urn:ibm:params:oauth:grant-type:apikey', 'apikey': wml_credentials['apikey'] } headers = {'Content-Type': 'application/x-www-form-urlencoded'} response = requests.post(iam_token_endpoint, data=data, headers=headers) return response.json()['access_token'] def score(token, algorithm, start_date, country, predict_range, s, i, r): headers = {'Authorization': 'Bearer ' + token} payload = { "fields": ["algorithm", "start_date", "country", "predict_range", "S0", "I0", "R0"], "values": [[algorithm, start_date.strftime('%-m/%-d/%y'), country, predict_range, s, i, r]] } logger.info('Scoring with payload: %s', json.dumps(payload)) response = requests.post(wml_scoring_url, json=payload, headers=headers) if response.status_code == 200: result = response.json() else: raise Exception('Scoring error [{}]: {}'.format(response.status_code, response.text)) n_days = len(result['values']) index = [(start_date + timedelta(days=i)).strftime('%d/%m/%y') for i in range(n_days)] return pd.DataFrame(result['values'], columns=result['fields'], index=index) ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 45: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 37 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 2
| 0
| 1,606
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport dash\nimport dash_bootstrap_components as dbc\nimport dash_core_components as dcc\nimport dash_html_components as html\nimport plotly.graph_objects as go\nfrom plotly.subplots import make_subplots\nimport logging\nimport json\nimport os\nimport pandas as pd\nfrom datetime import datetime\nfrom datetime import timedelta\nfrom urllib import parse\nimport requests\n\n\ndef _get_token():\n data = {\n 'grant_type': 'urn:ibm:params:oauth:grant-type:apikey',\n 'apikey': wml_credentials['apikey']\n }\n headers = {'Content-Type': 'application/x-www-form-urlencoded'}\n response = requests.post(iam_token_endpoint, data=data, headers=headers)\n return response.json()['access_token']\n\n\ndef score(token, algorithm, start_date, country, predict_range, s, i, r):\n headers = {'Authorization': 'Bearer ' + token}\n payload = {\n \"fields\": [\"algorithm\", \"start_date\", \"country\", \"predict_range\", \"S0\", \"I0\", \"R0\"],\n \"values\": [[algorithm, start_date.strftime('%-m/%-d/%y'), country, predict_range, s, i, r]]\n }\n logger.info('Scoring with payload: %s', json.dumps(payload))\n response = requests.post(wml_scoring_url, json=payload, headers=headers)\n if response.status_code == 200:\n result = response.json()\n else:\n raise Exception('Scoring error [{}]: {}'.format(response.status_code, response.text))\n n_days = len(result['values'])\n index = [(start_date + timedelta(days=i)).strftime('%d/%m/%y') for i in range(n_days)]\n return pd.DataFrame(result['values'], columns=result['fields'], index=index)\n\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 Invalid syntax at line 45: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 37\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
e02cef0666c1161f8f7f1e91555b80b350dae71e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- __author__ = "Paul Schifferer <dm@sweetrpg.com>" """ """ from flask_rest_jsonapi import ResourceList, ResourceDetail, ResourceRelationship from sweetrpg_library_objects.api.system.schema import SystemAPISchema from sweetrpg_api_core.data import APIData from sweetrpg_library_objects.model.system import System from sweetrpg_library_api.application.db import db from sweetrpg_library_api.application.blueprints.setup import model_info class SystemList(ResourceList): schema = SystemAPISchema data_layer = {"class": APIData, "type": "system", "model": System, "db": db, "model_info": model_info} class SystemDetail(ResourceDetail): schema = SystemAPISchema data_layer = { "class": APIData, "type": "system", "model": System, "d
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 3 • Unclosed '{' at line 21 - expected '}' • Unterminated string literal at line 25 Fix: Close the string literal with matching quote
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 2
| 803
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n__author__ = \"Paul Schifferer <dm@sweetrpg.com>\"\n\"\"\"\n\"\"\"\n\nfrom flask_rest_jsonapi import ResourceList, ResourceDetail, ResourceRelationship\nfrom sweetrpg_library_objects.api.system.schema import SystemAPISchema\nfrom sweetrpg_api_core.data import APIData\nfrom sweetrpg_library_objects.model.system import System\nfrom sweetrpg_library_api.application.db import db\nfrom sweetrpg_library_api.application.blueprints.setup import model_info\n\n\nclass SystemList(ResourceList):\n schema = SystemAPISchema\n data_layer = {\"class\": APIData, \"type\": \"system\", \"model\": System, \"db\": db, \"model_info\": model_info}\n\n\nclass SystemDetail(ResourceDetail):\n schema = SystemAPISchema\n data_layer = {\n \"class\": APIData,\n \"type\": \"system\",\n \"model\": System,\n \"d"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unterminated string literal at line 3\n \u2022 Unclosed '{' at line 21 - expected '}'\n \u2022 Unterminated string literal at line 25\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
e02d1d4df9c56883a92d8546af5497c549276afd
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from robot import __version__ as ROBOT_VERSION import sys import tempfile import textwrap import unittest import shutil import subprocess class PabotOrderingGroupTest(unittest.TestCase): def setUp(self): self.tmpdir = tempfile.mkdtemp() def tearDown(self): shutil.rmtree(self.tmpdir) def _run_tests_with(self, testfile, orderfile): robot_file = open("{}/test.robot".format(self.tmpdir), "w") robot_file.write(textwrap.dedent(testfile)) robot_file.close() with open("{}/order.dat".format(self.tmpdir), "w") as f: f.write(textwrap.dedent(orderfile)) process = subprocess.Popen( [ sys.executable, "-m" "pabot.pabot", "--testlevelsplit", "--ordering", "{}/order.dat".format(self.tmpdir), "{}/test.robot".format(self.tmpdir), # Complete this line cwd=self.tmpdir, stdout=subprocess.PIPE, stderr=subprocess.PIPE, ) return process.communicate() def test_orders(self): stdout, stderr = self._run_tests_with( """ *** Variables *** ${SCALAR} Hello, globe! *** Test Cases *** First Test Set Suite Variable ${SCALAR} Hello, world! Second Test Should Be Equal ${SCALAR} Hello, world! Third Test Should Be Equal ${SCALAR} Hello, globe! """, """ { --test Test.First Test --test Test.Second Test } --test Test.Third Test """, ) if sys.version_info < (3, 0): self.assertIn("PASSED", stdout, stderr) self.assertNotIn("FAILED", stdout, stderr) self.assertEqual(stdout.count("PASSED"), 2) else: self.assertIn(b"PASSED", stdout, stderr) self.assertNotIn(b"FAILED", stdout, stderr) self.assertEqual(stdout.count(b"PASSED"), 2) ... [3 more functiondefs truncated] ...
|
The missing line is: ],
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 1
| 2,070
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom robot import __version__ as ROBOT_VERSION\nimport sys\nimport tempfile\nimport textwrap\nimport unittest\nimport shutil\nimport subprocess\n\n\nclass PabotOrderingGroupTest(unittest.TestCase):\n def setUp(self):\n self.tmpdir = tempfile.mkdtemp()\n\n def tearDown(self):\n shutil.rmtree(self.tmpdir)\n\n def _run_tests_with(self, testfile, orderfile):\n robot_file = open(\"{}/test.robot\".format(self.tmpdir), \"w\")\n robot_file.write(textwrap.dedent(testfile))\n robot_file.close()\n with open(\"{}/order.dat\".format(self.tmpdir), \"w\") as f:\n f.write(textwrap.dedent(orderfile))\n process = subprocess.Popen(\n [\n sys.executable,\n \"-m\" \"pabot.pabot\",\n \"--testlevelsplit\",\n \"--ordering\",\n \"{}/order.dat\".format(self.tmpdir),\n \"{}/test.robot\".format(self.tmpdir),\n # Complete this line\n cwd=self.tmpdir,\n stdout=subprocess.PIPE,\n stderr=subprocess.PIPE,\n )\n return process.communicate()\n\n def test_orders(self):\n stdout, stderr = self._run_tests_with(\n \"\"\"\n *** Variables ***\n ${SCALAR} Hello, globe!\n\n *** Test Cases ***\n First Test\n Set Suite Variable\t${SCALAR}\tHello, world!\n\n Second Test\n Should Be Equal ${SCALAR}\tHello, world!\n\n Third Test\n Should Be Equal ${SCALAR}\tHello, globe!\n \"\"\",\n \"\"\"\n {\n --test Test.First Test\n --test Test.Second Test\n }\n --test Test.Third Test\n \"\"\",\n )\n if sys.version_info < (3, 0):\n self.assertIn(\"PASSED\", stdout, stderr)\n self.assertNotIn(\"FAILED\", stdout, stderr)\n self.assertEqual(stdout.count(\"PASSED\"), 2)\n else:\n self.assertIn(b\"PASSED\", stdout, stderr)\n self.assertNotIn(b\"FAILED\", stdout, stderr)\n self.assertEqual(stdout.count(b\"PASSED\"), 2)\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n ],"}]
| false
| null | null | null |
e02e416aacee98cfdb91a5328f2267836f5a1229
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/python # -*- coding: latin-1 -*- """Setup script.""" try: from setuptools import setup except ImportError: from distutils.core import setup try: import pageviewapi version = pageviewapi.__version__ except ImportError: version = 'Undefined' classifiers = [ 'Development Status :: 4 - Beta', 'Environment :: Console', 'Intended Audience :: Developers', 'License :: OSI Approved :: MIT License', 'Operating System :: OS Independent', 'Programming Language :: Python', 'Topic :: Utilities' ] packages = ['pageviewapi'] requires = ['requests', 'attrdict'] setup( name='pageviewapi', version=version, author='Commonists', author_email='ps.huard@gmail.com', url='http://github.com/Commonists/pageview-api', description='Wikimedia Pageview API clie long_description=open('README.md').read(), license='MIT', packages=packages, install_requires=requires, classifiers=classifiers )
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 36 • Unterminated string literal at line 36 Fixes: • Add closing quote at line 36 • Add closing quote to string literal
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 980
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/python\n# -*- coding: latin-1 -*-\n\n\"\"\"Setup script.\"\"\"\n\ntry:\n from setuptools import setup\nexcept ImportError:\n from distutils.core import setup\n\ntry:\n import pageviewapi\n version = pageviewapi.__version__\nexcept ImportError:\n version = 'Undefined'\n\n\nclassifiers = [\n 'Development Status :: 4 - Beta',\n 'Environment :: Console',\n 'Intended Audience :: Developers',\n 'License :: OSI Approved :: MIT License',\n 'Operating System :: OS Independent',\n 'Programming Language :: Python',\n 'Topic :: Utilities'\n ]\npackages = ['pageviewapi']\nrequires = ['requests', 'attrdict']\n\nsetup(\n name='pageviewapi',\n version=version,\n author='Commonists',\n author_email='ps.huard@gmail.com',\n url='http://github.com/Commonists/pageview-api',\ndescription='Wikimedia Pageview API clie\n long_description=open('README.md').read(),\n license='MIT',\n packages=packages,\n install_requires=requires,\n classifiers=classifiers\n)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 36\n \u2022 Unterminated string literal at line 36\n\n Fixes:\n \u2022 Add closing quote at line 36\n \u2022 Add closing quote to string literal"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
e02e814aa08f31a0fd4f302fa151aca0b7af7756
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #a2_t1b.py #This program is to convert Celsius to Kelvin def c_to_k(c):
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Block at line 3 has no body - expected indented block • IndentationError at line 3 Fix: Complete the function 'c_to_k' body and add missing return
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 71
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#a2_t1b.py\n#This program is to convert Celsius to Kelvin\ndef c_to_k(c):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Block at line 3 has no body - expected indented block\n \u2022 IndentationError at line 3\n\n Fix: Complete the function 'c_to_k' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
e030b341c624d43cef697abc742e82664391c682
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from django.contrib import messages from django.contrib.auth.decorators import login_required from django.core.exceptions import PermissionDenied from django.core.urlresolvers import reverse, reverse_lazy from django.core.mail import BadHeaderError, send_mail from django.http import HttpResponse, HttpResponseRedirect from django.utils.decorators import method_decorator from django.utils.translation import ugettext_lazy as _ from django.views.generic.edit import FormView from TWLight.emails.forms import ContactUsForm from TWLight.emails.signals import ContactUs @method_decorator(login_required, name='post') class ContactUsView(FormView): template_name = 'emails/contact.html' form_class = ContactUsForm success_url = reverse_lazy('contact') def get_initial(self): initial = super(ContactUsView, self).get_initial() # @TODO: This sort of gets repeated in ContactUsForm. # We could probably be factored out to a common place for DRYness. if self.request.user.is_authenticated(): if self.request.user.email: initial.update({ 'email': self.request.user.email, }) if ('message' in self.request.GET): initial.update({ 'message': self.request.GET['message'], }) initial.update({ 'next': reverse_lazy('contact'), }) return initial def form_valid(self, form): # Adding an extra check to ensure the user is a wikipedia editor. try: assert self.request.user.editor email = form.cleaned_data['email'] message = form.cleaned_data['message'] carbon_copy = form.cleaned_data['cc'] ContactUs.new_email.send( sender=self.__class__, user_email=email, cc=carbon_copy, editor_wp_username=self.request.user.editor.wp_username, body=message ) messages.add_message(self.request, messages.SUCCESS, # Translators: Shown to users when they successfully submit a new message using the contact us form. _('Your message has been sent. We\'ll get back to you soon!')) return HttpResponseRedirect(reverse('contact')) except (AssertionError, AttributeError) as e: messages.add_message (self.request, messages.WARNING, # Translators: This message is shown to non-wikipedia editors who attempt to post data to the contact us form. _('You must be a Wikipedia editor to do that.')) raise PermissionDenied return self.request.user.editor
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 2,702
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom django.contrib import messages\nfrom django.contrib.auth.decorators import login_required\nfrom django.core.exceptions import PermissionDenied\nfrom django.core.urlresolvers import reverse, reverse_lazy\nfrom django.core.mail import BadHeaderError, send_mail\nfrom django.http import HttpResponse, HttpResponseRedirect\nfrom django.utils.decorators import method_decorator\nfrom django.utils.translation import ugettext_lazy as _\nfrom django.views.generic.edit import FormView\n\nfrom TWLight.emails.forms import ContactUsForm\nfrom TWLight.emails.signals import ContactUs\n\n@method_decorator(login_required, name='post')\nclass ContactUsView(FormView):\n template_name = 'emails/contact.html'\n form_class = ContactUsForm\n success_url = reverse_lazy('contact')\n\n def get_initial(self):\n initial = super(ContactUsView, self).get_initial()\n # @TODO: This sort of gets repeated in ContactUsForm.\n # We could probably be factored out to a common place for DRYness.\n if self.request.user.is_authenticated():\n if self.request.user.email:\n initial.update({\n 'email': self.request.user.email,\n })\n if ('message' in self.request.GET):\n initial.update({\n 'message': self.request.GET['message'],\n })\n initial.update({\n 'next': reverse_lazy('contact'),\n })\n\n return initial\n\n def form_valid(self, form):\n # Adding an extra check to ensure the user is a wikipedia editor.\n try:\n assert self.request.user.editor\n email = form.cleaned_data['email']\n message = form.cleaned_data['message']\n carbon_copy = form.cleaned_data['cc']\n ContactUs.new_email.send(\n sender=self.__class__,\n user_email=email,\n cc=carbon_copy,\n editor_wp_username=self.request.user.editor.wp_username,\n body=message\n )\n messages.add_message(self.request, messages.SUCCESS,\n # Translators: Shown to users when they successfully submit a new message using the contact us form.\n _('Your message has been sent. We\\'ll get back to you soon!'))\n return HttpResponseRedirect(reverse('contact'))\n except (AssertionError, AttributeError) as e:\n messages.add_message (self.request, messages.WARNING,\n # Translators: This message is shown to non-wikipedia editors who attempt to post data to the contact us form.\n _('You must be a Wikipedia editor to do that.'))\n raise PermissionDenied\n return self.request.user.editor"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e0315471bd1a35e31c6a9cdd93a2a2a27365d479
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """Flask App configuration file.""" import logging import os import dotenv import frontend.constants as constants dotenv.load_dotenv(os.path.join(constants.BASEDIR, "frontend.env")) class Base: """Configuration class used as base for all environments.""" DEBUG = False TESTING = False LOGGING_FORMAT = "[%(asctime)s] %(levelname)s in %(message)s" LOGGING_LOCATION = "frontend.log" LOGGING_LEVEL = os.environ.get("LOGGING_LEVEL", logging.DEBUG) class Development(Base): """Configuration class for development environment. Parameters ---------- Base: base configuration object. """ DEBUG = True TESTING = False ENV = "dev" class Staging(Base): """Configuration class for development staging environment. Parameters ---------- Base: base configuration object. """ DEBUG = False TESTING = True ENV = "staging" class Production(Base): """Configuration class for development production environment. Parameters ---------- Base: base configuration object. """ DEBUG = False TESTING = False ENV = "prod" config = { "development": "frontend.config.Development", "staging": "frontend.config.Staging", "production": "frontend.config.Production", "default": "frontend.config.Development", } def configure_app(app): """Configures the Flask app according to the FLASK_ENV envar. In case FLASK_ENV is not defined, then use the 'default' configuration. Parameters ---------- app: flask.Flask Flask app Module. """ Error: IndentationError / Incomplete Function
|
Fixed Code: """Flask App configuration file.""" import logging import os import dotenv import frontend.constants as constants dotenv.load_dotenv(os.path.join(constants.BASEDIR, "frontend.env")) class Base: """Configuration class used as base for all environments.""" DEBUG = False TESTING = False LOGGING_FORMAT = "[%(asctime)s] %(levelname)s in %(message)s" Explanation: Complete the function 'configure_app' body and add missing return
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 4
| 1,594
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"Flask App configuration file.\"\"\"\n\nimport logging\nimport os\n\nimport dotenv\n\nimport frontend.constants as constants\n\n\ndotenv.load_dotenv(os.path.join(constants.BASEDIR, \"frontend.env\"))\n\n\nclass Base:\n \"\"\"Configuration class used as base for all environments.\"\"\"\n\n DEBUG = False\n TESTING = False\n\n LOGGING_FORMAT = \"[%(asctime)s] %(levelname)s in %(message)s\"\n LOGGING_LOCATION = \"frontend.log\"\n LOGGING_LEVEL = os.environ.get(\"LOGGING_LEVEL\", logging.DEBUG)\n\n\nclass Development(Base):\n \"\"\"Configuration class for development environment.\n\n Parameters\n ----------\n Base: base configuration object.\n \"\"\"\n\n DEBUG = True\n TESTING = False\n ENV = \"dev\"\n\n\nclass Staging(Base):\n \"\"\"Configuration class for development staging environment.\n\n Parameters\n ----------\n Base: base configuration object.\n \"\"\"\n\n DEBUG = False\n TESTING = True\n ENV = \"staging\"\n\n\nclass Production(Base):\n \"\"\"Configuration class for development production environment.\n\n Parameters\n ----------\n Base: base configuration object.\n \"\"\"\n\n DEBUG = False\n TESTING = False\n ENV = \"prod\"\n\n\nconfig = {\n \"development\": \"frontend.config.Development\",\n \"staging\": \"frontend.config.Staging\",\n \"production\": \"frontend.config.Production\",\n \"default\": \"frontend.config.Development\",\n}\n\n\ndef configure_app(app):\n \"\"\"Configures the Flask app according to the FLASK_ENV\n envar. In case FLASK_ENV is not defined, then use the\n 'default' configuration.\n\n Parameters\n ----------\n app: flask.Flask\n Flask app Module.\n \"\"\"\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"Flask App configuration file.\"\"\"\n\nimport logging\nimport os\n\nimport dotenv\n\nimport frontend.constants as constants\n\n\ndotenv.load_dotenv(os.path.join(constants.BASEDIR, \"frontend.env\"))\n\n\nclass Base:\n \"\"\"Configuration class used as base for all environments.\"\"\"\n\n DEBUG = False\n TESTING = False\n\n LOGGING_FORMAT = \"[%(asctime)s] %(levelname)s in %(message)s\"\n\n Explanation: Complete the function 'configure_app' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
e0322ebc94878f3dc7b69955feb764a97d3db29b
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # ElasticQuery # File: tests/test_dsl.py # Desc: tests for ElasticQuery DSL objects (Filter, Query, Aggregate) from os import path from unittest import TestCase from jsontest import JsonTest from elasticquery import Query, Aggregate, Suggester from elasticquery.exceptions import ( NoQueryError, NoAggregateError, NoSuggesterError, MissingArgError ) from .util import assert_equal CLASS_NAMES = { '_query': Query } def _test_query(self, query, test_name, test_data): method = getattr(query, test_name) def parse_arg(arg): if isinstance(arg, list): return [parse_arg(a) for a in arg] else: return ( CLASS_NAMES[arg](arg, {}) if (isinstance(arg, basestring) and arg.startswith('_')) else arg ) args = test_data.get('args', []) args = parse_arg(args) kwargs = test_data.get('kwargs', {}) kwargs = { k: parse_arg(v) if isinstance(v, list) else parse_arg(v) for k, v in kwargs.iteritems() } output = method(*args, **kwargs).dict() assert_equal(self, output, test_data['output']) class TestQueries(TestCase): __metaclass__ = JsonTest jsontest_files = path.join('tests', 'queries') jsontest_function = lambda self, test_name, test_data: ( _test_query(self, Query, test_name, test_data) ) class TestAggregates(TestCase): __metaclass__ = JsonTest jsontest_files = path.join('tests', 'aggregates') jsontest_function = lambda self, test_name, test_data: ( _test_query(self, Aggregate, test_name, test_data) ) class TestSuggesters(TestCase): __metaclass__ = JsonTest jsontest_files = path.join('tests', 'suggesters') jsontest_function = lambda self, test_name, test_data: ( _test_query(self, Suggester, test_name, test_data) ) class TestFails(TestCase): def test_no_query(self): with self.assertRaises(NoQueryError): Query.doesnotexist() def test_no_aggregate(self): with self.assertRaises(NoAggregateError): Aggregate.doesnotexist() def test_no_suggester(self): with self.assertRaises(NoSuggesterError): Suggester.doesnotexist() def test_missing_arg(self): with self.assertRaises(MissingArgError): Query.term(None) def test_invalid_arg(self): # Test passing not a list with self.assertRaises(ValueError): Query.bool(must=set()) # And now an invalid list with self.assertRaises(ValueError): Query.bool(must=[None]) # And now an invalid list with self.assertRaises(ValueError): Query.bool(must=[Aggregate.terms('test', 'test')]) # And now an invalid list with self.assertRaises(ValueError): Query.range('field', gte=['error']) # Empty list should be OK/ignored Query.bool(must=[])
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 18 Unexpected indentation at line 28 💡 Suggestions: Add docstring to function '_test_query' Add docstring to class 'TestQueries' Add docstring to class 'TestAggregates'
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 7
| 4
| 2,961
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# ElasticQuery\n# File: tests/test_dsl.py\n# Desc: tests for ElasticQuery DSL objects (Filter, Query, Aggregate)\n\nfrom os import path\nfrom unittest import TestCase\n\nfrom jsontest import JsonTest\n\nfrom elasticquery import Query, Aggregate, Suggester\nfrom elasticquery.exceptions import (\n NoQueryError, NoAggregateError, NoSuggesterError,\n MissingArgError\n)\nfrom .util import assert_equal\n\nCLASS_NAMES = {\n '_query': Query\n}\n\n\ndef _test_query(self, query, test_name, test_data):\n method = getattr(query, test_name)\n\n def parse_arg(arg):\n if isinstance(arg, list):\n return [parse_arg(a) for a in arg]\n else:\n return (\n CLASS_NAMES[arg](arg, {})\n if (isinstance(arg, basestring) and arg.startswith('_'))\n else arg\n )\n\n args = test_data.get('args', [])\n args = parse_arg(args)\n\n kwargs = test_data.get('kwargs', {})\n kwargs = {\n k: parse_arg(v) if isinstance(v, list) else parse_arg(v)\n for k, v in kwargs.iteritems()\n }\n\n output = method(*args, **kwargs).dict()\n assert_equal(self, output, test_data['output'])\n\n\nclass TestQueries(TestCase):\n __metaclass__ = JsonTest\n\n jsontest_files = path.join('tests', 'queries')\n jsontest_function = lambda self, test_name, test_data: (\n _test_query(self, Query, test_name, test_data)\n )\n\n\nclass TestAggregates(TestCase):\n __metaclass__ = JsonTest\n\n jsontest_files = path.join('tests', 'aggregates')\n jsontest_function = lambda self, test_name, test_data: (\n _test_query(self, Aggregate, test_name, test_data)\n )\n\n\nclass TestSuggesters(TestCase):\n __metaclass__ = JsonTest\n\n jsontest_files = path.join('tests', 'suggesters')\n jsontest_function = lambda self, test_name, test_data: (\n _test_query(self, Suggester, test_name, test_data)\n )\n\n\nclass TestFails(TestCase):\n def test_no_query(self):\n with self.assertRaises(NoQueryError):\n Query.doesnotexist()\n\n def test_no_aggregate(self):\n with self.assertRaises(NoAggregateError):\n Aggregate.doesnotexist()\n\n def test_no_suggester(self):\n with self.assertRaises(NoSuggesterError):\n Suggester.doesnotexist()\n\n def test_missing_arg(self):\n with self.assertRaises(MissingArgError):\n Query.term(None)\n\n def test_invalid_arg(self):\n # Test passing not a list\n with self.assertRaises(ValueError):\n Query.bool(must=set())\n\n # And now an invalid list\n with self.assertRaises(ValueError):\n Query.bool(must=[None])\n\n # And now an invalid list\n with self.assertRaises(ValueError):\n Query.bool(must=[Aggregate.terms('test', 'test')])\n\n # And now an invalid list\n with self.assertRaises(ValueError):\n Query.range('field', gte=['error'])\n\n # Empty list should be OK/ignored\n Query.bool(must=[])"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 18\n Unexpected indentation at line 28\n\n\ud83d\udca1 Suggestions:\n Add docstring to function '_test_query'\n Add docstring to class 'TestQueries'\n Add docstring to class 'TestAggregates'"}]
| false
| null | null | null |
e032bc66a6f5b0a211c59ba883502067921d3427
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import torch ckp_path = './checkpoints/fashion_PATN/latest_net_netG.pth' save_path = './checkpoints/fashion_PATN_v1.0/latest_net_netG.pth' states_dict = torch.load(ckp_path) states_dict_new = states_dict.copy() for key in states_dict.keys(): if "running_var" in key or "running_mean" in key: del states_dict_new[key + 1] torch.save(states_dict_new, save_path)
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 9 Buggy code: del states_dict_new[key + 1] Should be: del states_dict_new[key] Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
intermediate
|
testing
|
logical_errors
|
Pythoncode:Python
| 0
| 0
| 364
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport torch\n\nckp_path = './checkpoints/fashion_PATN/latest_net_netG.pth'\nsave_path = './checkpoints/fashion_PATN_v1.0/latest_net_netG.pth'\nstates_dict = torch.load(ckp_path)\nstates_dict_new = states_dict.copy()\nfor key in states_dict.keys():\n\tif \"running_var\" in key or \"running_mean\" in key:\n\t\tdel states_dict_new[key + 1]\n\ntorch.save(states_dict_new, save_path)"}, {"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 9\n\n Buggy code:\n del states_dict_new[key + 1]\n\n Should be:\n del states_dict_new[key]\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
|
e033806ab7ea22ebae1fd718d44b4fe732b6c01d
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/python # Copyright 2016 Preferred Networks, 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 numpy import rospy import actionlib from geometry_msgs.msg import Twist, Vector3 from apc2016.msg import * class DummyArmControl(object): def __init__(self): self.srv_lowlevel_left = \ actionlib.SimpleActionServer('move_to_left', RobotArmMoveAction, execute_cb=self.cb_move_to_left, auto_start=False) self.srv_highlevel_left = \ actionlib.SimpleActionServer('move_to_bin_left', BinToteMoveAction, execute_cb=self.cb_move_to_bin_left, auto_start=False) self.srv_lowlevel_right = \ actionlib.SimpleActionServer('move_to_right', RobotArmMoveAction, execute_cb=self.cb_move_to_right, auto_start=False) self.srv_highlevel_right = \ actionlib.SimpleActionServer('move_to_bin_right', BinToteMoveAction,
|
execute_cb=self.cb_move_to_bin_right, auto_start=False) self.srv_lowlevel_left.start() self.srv_highlevel_left.start() self.srv_lowlevel_right.start() self.srv_highlevel_right.start() def cb_move_to_left(self, goal): print "moving away right arm, then moving left arm:" print goal.target_position result = RobotArmMoveResult(success=True, position=goal.target_position) self.srv_lowlevel_left.set_succeeded(result) def cb_move_to_bin_left(self, goal): if goal.position: pos = goal.position else: pos = "photo" print "looking up position for %s/%s" % (goal.bin, pos) pos = numpy.asarray([550, -146, 752, 181, 0, 180]) p = Vector3(pos[0], pos[1], pos[2]) r = Vector3(pos[3], pos[4], pos[5]) print "moving away right arm, then moving left arm" result = BinToteMoveResult(success=True, position=Twist(p, r)) self.srv_highlevel_left.set_succeeded(result) def cb_move_to_right(self, goal): print ... [code truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 4
| 1
| 3,033
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/python\n\n# Copyright 2016 Preferred Networks, 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 numpy\n\nimport rospy\nimport actionlib\nfrom geometry_msgs.msg import Twist, Vector3\n\nfrom apc2016.msg import *\n\n\nclass DummyArmControl(object):\n def __init__(self):\n self.srv_lowlevel_left = \\\n actionlib.SimpleActionServer('move_to_left',\n RobotArmMoveAction,\n execute_cb=self.cb_move_to_left,\n auto_start=False)\n self.srv_highlevel_left = \\\n actionlib.SimpleActionServer('move_to_bin_left',\n BinToteMoveAction,\n execute_cb=self.cb_move_to_bin_left,\n auto_start=False)\n self.srv_lowlevel_right = \\\n actionlib.SimpleActionServer('move_to_right',\n RobotArmMoveAction,\n execute_cb=self.cb_move_to_right,\n auto_start=False)\n self.srv_highlevel_right = \\\n actionlib.SimpleActionServer('move_to_bin_right',\n BinToteMoveAction,"}, {"role": "assistant", "content": "\n execute_cb=self.cb_move_to_bin_right,\n auto_start=False)\n self.srv_lowlevel_left.start()\n self.srv_highlevel_left.start()\n self.srv_lowlevel_right.start()\n self.srv_highlevel_right.start()\n\n def cb_move_to_left(self, goal):\n print \"moving away right arm, then moving left arm:\"\n print goal.target_position\n result = RobotArmMoveResult(success=True,\n position=goal.target_position)\n self.srv_lowlevel_left.set_succeeded(result)\n\n def cb_move_to_bin_left(self, goal):\n if goal.position:\n pos = goal.position\n else:\n pos = \"photo\"\n print \"looking up position for %s/%s\" % (goal.bin, pos)\n pos = numpy.asarray([550, -146, 752, 181, 0, 180])\n p = Vector3(pos[0], pos[1], pos[2])\n r = Vector3(pos[3], pos[4], pos[5])\n print \"moving away right arm, then moving left arm\"\n result = BinToteMoveResult(success=True, position=Twist(p, r))\n self.srv_highlevel_left.set_succeeded(result)\n\n def cb_move_to_right(self, goal):\n print \n\n ... [code truncated] ..."}]
| false
| null | null | null |
e03555c89ef682c9881524e84b3f99fb40c60411
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import json import discord from utils.time import format_time from utils import utilities from discord.ext import commands from discord import Embed # Complete this line class Events(commands.Cog): """Event Handler for RompDodger""" ... [2 more functiondefs truncated] ...
|
The missing line is:
|
intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 1
| 261
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport json\nimport discord\nfrom utils.time import format_time\nfrom utils import utilities\nfrom discord.ext import commands\nfrom discord import Embed\n # Complete this line\nclass Events(commands.Cog):\n\t\"\"\"Event Handler for RompDodger\"\"\"\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
e035deed8737a8c4ccc24d990b915152d4728210
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import multiprocessing # ========== #Python3 - concurrent from math import floor, sqrt numbers = [ 112272537195293, 112582718962171, 112272537095293, 115280098190773, 115797840077099, 1099726829285419] # numbers = [33, 44, 55, 275] def lowest_factor(n, _start=3): if n % 2 == 0: return 2 search_max = int(floor(sqrt(n))) + 1 for i in range(_start, search_max, 2): if n % i == 0: return i return n def prime_factors(n, lowest): pf = [] while n > 1: pf.append(lowest) n //= lowest lowest = lowest_factor(n, max(lowest, 3)) return pf # ========== #Python3 - concurrent def prime_factors_of_number_with_lowest_prime_factor(numbers): pool = multiprocessing.Pool(processes=5) factors = pool.map(lowest_factor,numbers) low_factor,number = max((l,f) for l,f in zip(factors,numbers)) all_factors = prime_factors(number,low_factor) return number,all_factors if __name__ == '__main__': print('For these numbers:') print('\n '.join(str(p) for p in numbers)) number, all_factors = prime_factors_of_number_with_lowest_prime_factor(numbers) print(' The one with the largest minimum prime factor is {}:'.format(number)) print(' All its prime factors in order are: {}'.format(all_factors))
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 3
| 0
| 1,333
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport multiprocessing\n\n# ========== #Python3 - concurrent\nfrom math import floor, sqrt\n\nnumbers = [\n 112272537195293,\n 112582718962171,\n 112272537095293,\n 115280098190773,\n 115797840077099,\n 1099726829285419]\n# numbers = [33, 44, 55, 275]\n\ndef lowest_factor(n, _start=3):\n if n % 2 == 0:\n return 2\n search_max = int(floor(sqrt(n))) + 1\n for i in range(_start, search_max, 2):\n if n % i == 0:\n return i\n return n\n\ndef prime_factors(n, lowest):\n pf = []\n while n > 1:\n pf.append(lowest)\n n //= lowest\n lowest = lowest_factor(n, max(lowest, 3))\n return pf\n# ========== #Python3 - concurrent\n\ndef prime_factors_of_number_with_lowest_prime_factor(numbers):\n pool = multiprocessing.Pool(processes=5)\n factors = pool.map(lowest_factor,numbers)\n\n low_factor,number = max((l,f) for l,f in zip(factors,numbers))\n all_factors = prime_factors(number,low_factor)\n return number,all_factors\n\nif __name__ == '__main__':\n print('For these numbers:')\n print('\\n '.join(str(p) for p in numbers))\n number, all_factors = prime_factors_of_number_with_lowest_prime_factor(numbers)\n print(' The one with the largest minimum prime factor is {}:'.format(number))\n print(' All its prime factors in order are: {}'.format(all_factors))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e036c8bce2480207e7560bdb8a009054bcbca43d
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from setuptools import find_packages, setup setup( name='src', packages=find_packages(), version='0.1.0',
|
description='Project: Nowcasting the air pollution using online search log', author='Emory University(IR Lab)', license='MIT', )
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 260
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom setuptools import find_packages, setup\n\nsetup(\n name='src',\n packages=find_packages(),\n version='0.1.0',"}, {"role": "assistant", "content": "\n description='Project: Nowcasting the air pollution using online search log',\n author='Emory University(IR Lab)',\n license='MIT',\n)"}]
| false
| null | null | null |
e036f44b7fa0f2862267ed2ae2bb354dffc8bc0b
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: """ Project Euler Problem 48 Self powers Solved by Ahrar Monsur The series, 1^1 + 2^2 + 3^3 + ... + 10^10 = 10405071317. Find the last ten digits of the series, 1^1 + 2^2 + 3^3 + ... + 1000^1000. """ def main(): max_digits = 1000 sum = 0 for i in range(1, max_digits+1): sum += i**i print str(sum)[-10:] main()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 339
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"\nProject Euler Problem 48\nSelf powers\nSolved by Ahrar Monsur\n\nThe series, 1^1 + 2^2 + 3^3 + ... + 10^10 = 10405071317.\n\nFind the last ten digits of the series, 1^1 + 2^2 + 3^3 + ... + 1000^1000.\n\"\"\"\n\ndef main():\n max_digits = 1000\n sum = 0\n for i in range(1, max_digits+1):\n sum += i**i\n print str(sum)[-10:]\n\n\nmain()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e037cc498ab758b47d57f427145d459d775fb063
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/python # -*- coding: utf-8 -*- """ @author: rainsty @file: test.py @time: 2020-01-04 18:36:57 @description: """ import os from pyspark.sql import SparkSession os.environ['JAVA_HOME'] = '/root/jdk' os.environ['SPARK_HOME'] = '/root/spark' os.environ['PYTHON_HOME'] = "/root/python" os.environ['PYSPARK_PYTHON'] = "/usr/bin/python" os.environ['SPARK_MASTER_IP'] = 'rainsty' def create_spark_context(): sc = SparkSession.builder \ .appName("TestSparkSession") \ .master("spark://rainsty:7077") \ .config('spark.executor.num', '1')\
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 4 • Block at line 8 has no indented body Fix: Complete the function 'create_spark_context' body and add missing return
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 577
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/python\n# -*- coding: utf-8 -*-\n\n\"\"\"\n@author: rainsty\n@file: test.py\n@time: 2020-01-04 18:36:57\n@description:\n\"\"\"\n\nimport os\nfrom pyspark.sql import SparkSession\n\nos.environ['JAVA_HOME'] = '/root/jdk'\nos.environ['SPARK_HOME'] = '/root/spark'\nos.environ['PYTHON_HOME'] = \"/root/python\"\nos.environ['PYSPARK_PYTHON'] = \"/usr/bin/python\"\nos.environ['SPARK_MASTER_IP'] = 'rainsty'\n\n\ndef create_spark_context():\n\n sc = SparkSession.builder \\\n .appName(\"TestSparkSession\") \\\n .master(\"spark://rainsty:7077\") \\\n .config('spark.executor.num', '1')\\"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 4\n \u2022 Block at line 8 has no indented body\n\n Fix: Complete the function 'create_spark_context' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
e037f80102198e6c3f910c89e80dfa13f614bfb4
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import numpy as np import timeit def effe(x): y = -x * (x - 1.0) return y numIntervalli = input('inserire il numero di intervalli in [0.0, 1.0] ') deltaIntervallo = 1.0 / float(numIntervalli) print "larghezza intervallo", deltaIntervallo start = timeit.default_timer() xIntervalli = [] yIntervalli = [] i = 0 while i < numIntervalli: xIntervallo = i*deltaIntervallo xIntervalli.append(xIntervallo) yIntervalli.append(effe(xIntervallo)) i += 1 areaSottesa = 0.0
|
for altezza in yIntervalli: areaSottesa += altezza * deltaIntervallo endOld = timeit.default_timer() print "l'area sottesa dalla curva vale ", areaSottesa xNPIntervalli = np.linspace(0.0, 1.0, numIntervalli, endpoint=False) yNPIntervalli = -xNPIntervalli * (xNPIntervalli - 1.0) npArea = np.sum(yNPIntervalli*deltaIntervallo) endNP = timeit.default_timer() # print xNPIntervalli # print xIntervalli # print yNPIntervalli # print yIntervalli print "area numpy = ", npArea print "old timing = ", endOld - start, "numPy timing = ", endNP - endOld
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 1,042
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport numpy as np\nimport timeit\n\n\ndef effe(x):\n y = -x * (x - 1.0)\n return y\n\n\nnumIntervalli = input('inserire il numero di intervalli in [0.0, 1.0] ')\n\ndeltaIntervallo = 1.0 / float(numIntervalli)\nprint \"larghezza intervallo\", deltaIntervallo\n\nstart = timeit.default_timer()\nxIntervalli = []\nyIntervalli = []\ni = 0\nwhile i < numIntervalli:\n xIntervallo = i*deltaIntervallo\n xIntervalli.append(xIntervallo)\n yIntervalli.append(effe(xIntervallo))\n i += 1\n\nareaSottesa = 0.0"}, {"role": "assistant", "content": "\nfor altezza in yIntervalli:\n areaSottesa += altezza * deltaIntervallo\nendOld = timeit.default_timer()\nprint \"l'area sottesa dalla curva vale \", areaSottesa\n\nxNPIntervalli = np.linspace(0.0, 1.0, numIntervalli, endpoint=False)\nyNPIntervalli = -xNPIntervalli * (xNPIntervalli - 1.0)\nnpArea = np.sum(yNPIntervalli*deltaIntervallo)\nendNP = timeit.default_timer()\n# print xNPIntervalli\n# print xIntervalli\n# print yNPIntervalli\n# print yIntervalli\nprint \"area numpy = \", npArea\n\nprint \"old timing = \", endOld - start, \"numPy timing = \", endNP - endOld"}]
| false
| null | null | null |
e03860989956f152e97aacd3a94938522a675b8e
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import ast from json_codegen.generators.python3_marshmallow.utils import Annotations, class_name class ObjectGenerator(object): @staticmethod def _get_property_name(node_assign): name = node_assign.targets[0] return name.id @staticmethod def _nesting_class(node_assign): for node in ast.walk(node_assign): if isinstance(node, ast.Call): if node.func.attr == "Nested": return class_name(node.args[0].id) @staticmethod def _non_primitive_nested_list(node_assign): if node_assign.value.func.attr == "List": return ( len(node_assign.value.args) > 0 and node_assign.value.args[0].func.attr == "Nested" ) else: return False @staticmethod def _init_non_primitive_nested_class(node_assign, object_, prop): """ If the nested list is non-primitive, initialise sub-classes in a list comp If the nest is primitive, we can simply get it Marshmallow will do the type marshalling """ return ast.ListComp( elt=ast.Call( func=ast.Name(id=ObjectGenerator._nesting_class(node_assign)), args=[ast.Name(id="el")], keywords=[], ), generators=[ ast.comprehension( target=ast.Name(id="el"), iter=ast.Call( func=ast.Attribute(value=ast.Name(id=object_), attr="get"), args=[ast.Str(s=prop), ast.Dict(keys=[], values=[])], keywords=[], ), ifs=[], is_async=0, ) ], ) @staticmethod def _get_key_from_object(object_, prop): return ast.Call( func=ast.Attribute(value=ast.Name(id=object_), attr="get"), args=[ast.Str(s=prop)], keywords=[], ) @staticmethod def _hint_required_property(node_assign, value, object_, prop): for node in ast.walk(node_assign: if isinstance(node, ast.keyword): if "required" in node.arg: value = ast.Subscript( value=ast.Name(id=object_), slice=ast.Index(value=ast.Str(s=prop)) ) return value @staticmethod ... [6 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 30 • Unclosed '(' at line 65 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 30 • Add closing ')' bracket
|
advanced
|
ui
|
syntax_repair
|
Pythoncode:Python
| 6
| 1
| 2,466
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport ast\n\nfrom json_codegen.generators.python3_marshmallow.utils import Annotations, class_name\n\n\nclass ObjectGenerator(object):\n @staticmethod\n def _get_property_name(node_assign):\n name = node_assign.targets[0]\n return name.id\n\n @staticmethod\n def _nesting_class(node_assign):\n for node in ast.walk(node_assign):\n if isinstance(node, ast.Call):\n if node.func.attr == \"Nested\":\n return class_name(node.args[0].id)\n\n @staticmethod\n def _non_primitive_nested_list(node_assign):\n if node_assign.value.func.attr == \"List\":\n return (\n len(node_assign.value.args) > 0 and node_assign.value.args[0].func.attr == \"Nested\"\n )\n else:\n return False\n\n @staticmethod\n def _init_non_primitive_nested_class(node_assign, object_, prop):\n \"\"\"\n If the nested list is non-primitive, initialise sub-classes in a list comp\n If the nest is primitive, we can simply get it\n Marshmallow will do the type marshalling\n \"\"\"\n return ast.ListComp(\n elt=ast.Call(\n func=ast.Name(id=ObjectGenerator._nesting_class(node_assign)),\n args=[ast.Name(id=\"el\")],\n keywords=[],\n ),\n generators=[\n ast.comprehension(\n target=ast.Name(id=\"el\"),\n iter=ast.Call(\n func=ast.Attribute(value=ast.Name(id=object_), attr=\"get\"),\n args=[ast.Str(s=prop), ast.Dict(keys=[], values=[])],\n keywords=[],\n ),\n ifs=[],\n is_async=0,\n )\n ],\n )\n\n @staticmethod\n def _get_key_from_object(object_, prop):\n return ast.Call(\n func=ast.Attribute(value=ast.Name(id=object_), attr=\"get\"),\n args=[ast.Str(s=prop)],\n keywords=[],\n )\n\n @staticmethod\n def _hint_required_property(node_assign, value, object_, prop):\n for node in ast.walk(node_assign:\n if isinstance(node, ast.keyword):\n if \"required\" in node.arg:\n value = ast.Subscript(\n value=ast.Name(id=object_), slice=ast.Index(value=ast.Str(s=prop))\n )\n return value\n\n @staticmethod\n\n ... [6 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 30\n \u2022 Unclosed '(' at line 65 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 30\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e039092d052960d2f6c3a01770cd6d300e7b630a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python # # $Id: ESMP_GridToMeshRegridCsrv.py,v 1.5 2012/04/23 23:00:14 rokuingh Exp $ #=============================================================================== # ESMP/examples/ESMP_GridToMeshRegrid.py #=============================================================================== """ ESMP_GridToMeshRegridCsrv.py Two ESMP_Field objects are created, one on a Grid and the other on a Mesh. The source Field is set to an analytic function, and a conservative regridding operation is performed from the source to the destination Field. After the regridding is completed, the destination Field is compared to the exact solution over that domain. """ import cdms2 import ESMP import numpy as _NP import unittest def grid_create(): ''' PRECONDITIONS: ESMP has been initialized. POSTCONDITIONS: A ESMP_Grid has been created. ''' ub_x = float(4) ub_y = float(4) lb_x = float(0) lb_y = float(0) max_x = float(4) max_y = float(4) min_x = float(0) Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python # # $Id: ESMP_GridToMeshRegridCsrv.py,v 1.5 2012/04/23 23:00:14 rokuingh Exp $ #=============================================================================== # ESMP/examples/ESMP_GridToMeshRegrid.py #=============================================================================== """ ESMP_GridToMeshRegridCsrv.py Two ESMP_Field objects are created, one on a Grid and the other on a Mesh. The source Field is set to an analytic function, and a conservative regridding operation is performed from the source to the destination Field. After the regridding is completed, the destination Field is compared to the exact solution over that domain. """ import cdms2 import ESMP import numpy as _NP Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 1,009
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n#\n# $Id: ESMP_GridToMeshRegridCsrv.py,v 1.5 2012/04/23 23:00:14 rokuingh Exp $\n#===============================================================================\n# ESMP/examples/ESMP_GridToMeshRegrid.py\n#===============================================================================\n\n\"\"\"\nESMP_GridToMeshRegridCsrv.py\n\nTwo ESMP_Field objects are created, one on a Grid and the other on a Mesh. The \nsource Field is set to an analytic function, and a conservative regridding \noperation is performed from the source to the destination Field. After \nthe regridding is completed, the destination Field is compared to the \nexact solution over that domain.\n\"\"\"\n\nimport cdms2\nimport ESMP\nimport numpy as _NP\nimport unittest\n\ndef grid_create():\n '''\n PRECONDITIONS: ESMP has been initialized.\n POSTCONDITIONS: A ESMP_Grid has been created.\n '''\n ub_x = float(4)\n ub_y = float(4)\n\n lb_x = float(0)\n lb_y = float(0)\n \n max_x = float(4)\n max_y = float(4)\n\n min_x = float(0)\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n#\n# $Id: ESMP_GridToMeshRegridCsrv.py,v 1.5 2012/04/23 23:00:14 rokuingh Exp $\n#===============================================================================\n# ESMP/examples/ESMP_GridToMeshRegrid.py\n#===============================================================================\n\n\"\"\"\nESMP_GridToMeshRegridCsrv.py\n\nTwo ESMP_Field objects are created, one on a Grid and the other on a Mesh. The \nsource Field is set to an analytic function, and a conservative regridding \noperation is performed from the source to the destination Field. After \nthe regridding is completed, the destination Field is compared to the \nexact solution over that domain.\n\"\"\"\n\nimport cdms2\nimport ESMP\nimport numpy as _NP\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e039c81acd8d1fcb88f92f04b6556a716666da98
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Copyright 2019 IBM Corporation # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import sklearn.neighbors # class that follows scikit-learn conventions but lacks schemas, # for the purpose of testing how to wrap an operator without schemas class UnknownOp: def __init__(self, n_neighbors=5, algorithm='auto'): self._hyperparams = { 'n_neighbors': n_neighbors, 'algorithm': algorithm} def get_params(self, deep:bool=False): return self._hyperparams def fit(self, X, y): self._wrapped_model = sklearn.neighbors.KNeighborsClassifier( **self._hyperparams) def predict(self, X): return self._wrapped_model.predict(X)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 4
| 1
| 1,184
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright 2019 IBM Corporation\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimport sklearn.neighbors\n\n# class that follows scikit-learn conventions but lacks schemas,\n# for the purpose of testing how to wrap an operator without schemas\n\nclass UnknownOp:\n def __init__(self, n_neighbors=5, algorithm='auto'):\n self._hyperparams = {\n 'n_neighbors': n_neighbors, 'algorithm': algorithm}\n\n def get_params(self, deep:bool=False):\n return self._hyperparams\n\n def fit(self, X, y):\n self._wrapped_model = sklearn.neighbors.KNeighborsClassifier(\n **self._hyperparams)\n\n def predict(self, X):\n return self._wrapped_model.predict(X)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e03a335c46211edd43cb24ddb42d950cbfd7fa71
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import json import re import sys def beautify(name): ''' Loading, filtering and saving the JSON tweet file to a newly generated .txt file :type: name: String :rtype: output: .txt ''' filename = name + '.json' output_name = name + "_filtered.txt" with open(filename, "r", encoding="utf-8") as input: with open(output_name, "w", encoding="utf-8") as output: document = json.load(input) # Filter only the messages that are not retweeted # >> Version i): for tweets from archive "master_XXXX.json" # document = [x['full_text'] for x in document if x['user']['screen_name'] == 'realDonaldTrump' and 'full_text' in x] # >> Version ii): for self-scraped tweets via https://github.com/bpb27/twitter_scraping # document = [x['text'] for x in document if x['user']['screen_name'] == 'realDonaldTrump' and 'text' in x]
|
# >> Version iii): Data set from https://github.com/MatthewWolff/MarkovTweets/ document = [x['text'] for x in document] # Clean and only include not retweeted messages document = [deep_clean(x) for x in document if deep_clean(x) is not None] # Preventing unicode characters by ensuring false ascii encoding for _, value in enumerate(document): output.write(json.dumps(value, ensure_ascii=False) + "\n") # json.dump(document, output, ensure_ascii=False, indent=4) print(f">> Sucessfully cleaned {filename} and saved it to {output_name}") ... [1 more functiondefs truncated] ...
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 1,641
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport json\nimport re\nimport sys\n\n\ndef beautify(name):\n ''' Loading, filtering and saving the JSON tweet file to a newly generated .txt file\n :type: name: String\n :rtype: output: .txt\n '''\n\n filename = name + '.json'\n output_name = name + \"_filtered.txt\"\n\n with open(filename, \"r\", encoding=\"utf-8\") as input:\n with open(output_name, \"w\", encoding=\"utf-8\") as output:\n document = json.load(input)\n \n # Filter only the messages that are not retweeted\n # >> Version i): for tweets from archive \"master_XXXX.json\" \n # document = [x['full_text'] for x in document if x['user']['screen_name'] == 'realDonaldTrump' and 'full_text' in x]\n \n # >> Version ii): for self-scraped tweets via https://github.com/bpb27/twitter_scraping\n # document = [x['text'] for x in document if x['user']['screen_name'] == 'realDonaldTrump' and 'text' in x]"}, {"role": "assistant", "content": "\n\n # >> Version iii): Data set from https://github.com/MatthewWolff/MarkovTweets/\n document = [x['text'] for x in document]\n\n # Clean and only include not retweeted messages\n document = [deep_clean(x) for x in document if deep_clean(x) is not None]\n\n # Preventing unicode characters by ensuring false ascii encoding\n for _, value in enumerate(document):\n output.write(json.dumps(value, ensure_ascii=False) + \"\\n\")\n # json.dump(document, output, ensure_ascii=False, indent=4)\n\n print(f\">> Sucessfully cleaned {filename} and saved it to {output_name}\")\n\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
e03bee15bfc41f500be41ba4168c4029ea4dba20
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import BboxToolkit as bt import pickle import copy import numpy as np path1="/home/hnu1/GGM/OBBDetection/work_dir/oriented_obb_contrast_catbalance/dets.pkl" path2="/home/hnu1/GGM/OBBDetection/data/FaIR1M/test/annfiles/ori_annfile.pkl"# with open(path2,'rb') as f: #/home/disk/FAIR1M_1000_split/val/annfiles/ori_annfile.pkl data2 = pickle.load(f) with open(path1,'rb') as f: obbdets = pickle.load(f) polydets=copy.deepcopy(obbdets) for i in range(len(obbdets)): for j in range(len(obbdets[0][1])): data=obbdets[i][1][j] if data.size!= 0: polys=[] for k in range(len(data)): poly = bt.obb2poly(data[k][0:5]) poly=np.append(poly,data[k][5]) polys.append(poly) else: # Complete this line polydets[i][1][j]=polys savepath="/home/hnu1/GGM/OBBDetection/work_dir/oriented_obb_contrast_catbalance/result_txt/" for i in range(len(polydets)): txtfile=savepath+polydets[i][0]+".txt" f = open(txtfile, "w") for j in range(len(polydets[0][1])): if polydets[i][1][j]!=[]: for k in range(len(polydets[i][1][j])): f.write(str(polydets[i][1][j][k][0])+" "+ str(polydets[i][1][j][k][1])+" "+ str(polydets[i][1][j][k][2])+" "+ str(polydets[i][1][j][k][3])+" "+ str(polydets[i][1][j][k][4])+" "+ str(polydets[i][1][j][k][5])+" "+ str(polydets[i][1][j][k][6])+" "+ str(polydets[i][1][j][k][7])+" "+ str(data2["cls"][j])+" "+ str(polydets[i][1][j][k][8])+"\n") f.close()
|
The missing line is: polys=[]
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 1,746
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport BboxToolkit as bt\nimport pickle\nimport copy\nimport numpy as np\npath1=\"/home/hnu1/GGM/OBBDetection/work_dir/oriented_obb_contrast_catbalance/dets.pkl\"\npath2=\"/home/hnu1/GGM/OBBDetection/data/FaIR1M/test/annfiles/ori_annfile.pkl\"#\nwith open(path2,'rb') as f: #/home/disk/FAIR1M_1000_split/val/annfiles/ori_annfile.pkl\n data2 = pickle.load(f)\n\nwith open(path1,'rb') as f:\n obbdets = pickle.load(f)\n polydets=copy.deepcopy(obbdets)\nfor i in range(len(obbdets)):\n for j in range(len(obbdets[0][1])):\n data=obbdets[i][1][j]\n if data.size!= 0:\n polys=[]\n for k in range(len(data)):\n poly = bt.obb2poly(data[k][0:5])\n poly=np.append(poly,data[k][5])\n polys.append(poly)\n else:\n # Complete this line\n polydets[i][1][j]=polys\n\nsavepath=\"/home/hnu1/GGM/OBBDetection/work_dir/oriented_obb_contrast_catbalance/result_txt/\"\nfor i in range(len(polydets)):\n txtfile=savepath+polydets[i][0]+\".txt\"\n f = open(txtfile, \"w\")\n for j in range(len(polydets[0][1])):\n if polydets[i][1][j]!=[]:\n for k in range(len(polydets[i][1][j])):\n f.write(str(polydets[i][1][j][k][0])+\" \"+\n str(polydets[i][1][j][k][1])+\" \"+\n str(polydets[i][1][j][k][2])+\" \"+\n str(polydets[i][1][j][k][3])+\" \"+\n str(polydets[i][1][j][k][4])+\" \"+\n str(polydets[i][1][j][k][5])+\" \"+\n str(polydets[i][1][j][k][6])+\" \"+\n str(polydets[i][1][j][k][7])+\" \"+\n str(data2[\"cls\"][j])+\" \"+\n str(polydets[i][1][j][k][8])+\"\\n\")\n f.close()"}, {"role": "assistant", "content": "The missing line is:\n polys=[]"}]
| false
| null | null | null |
e03c2a58883f30a7a78a6973c7fd5ce571d96bba
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import taichi as ti import utils from apic_extension import * @ti.data_oriented class Initializer3D: # tmp initializer def __init__(self, res, x0, y0, z0, x1, y1, z1): self.res = res self.x0 = int(res * x0) self.y0 = int(res * y0) self.z0 = int(res * z0) self.x1 = int(res * x1) self.y1 = int(res * y1) self.z1 = int(res * z1) @ti.kernel def init_kernel(self, cell_type : ti.template()): for i, j, k in cell_type: if i >= self.x0 and i <= self.x1 and \ j >= self.y0 and j <= self.y1 and \ k >= self.z0 and k <= self.z1: cell_type[i, j, k] = utils.FLUID def init_scene(self, simulator): self.init_kernel(simulator.cell_type) dx = simulator.dx simulator.level_set.initialize_with_aabb((self.x0 * dx, self.y0 * dx, self.z0 * dx), (self.x1 * dx, self.y1 * dx, self.z1 * dx))
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 18 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 27 Unexpected indentation at line 28 Avoid 'import *' at line 3 - import specific names ✨ Improvements: Add docstring to class 'Initializer3D' Add docstring to function '__init__' Line 28 too long (136 chars) - break into multiple lines
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 3
| 1
| 938
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport taichi as ti\nimport utils\nfrom apic_extension import *\n\n@ti.data_oriented\nclass Initializer3D: # tmp initializer\n def __init__(self, res, x0, y0, z0, x1, y1, z1):\n self.res = res\n self.x0 = int(res * x0)\n self.y0 = int(res * y0)\n self.z0 = int(res * z0)\n self.x1 = int(res * x1)\n self.y1 = int(res * y1)\n self.z1 = int(res * z1)\n\n\n @ti.kernel\n def init_kernel(self, cell_type : ti.template()):\n for i, j, k in cell_type:\n if i >= self.x0 and i <= self.x1 and \\\n j >= self.y0 and j <= self.y1 and \\\n k >= self.z0 and k <= self.z1:\n cell_type[i, j, k] = utils.FLUID\n\n def init_scene(self, simulator):\n self.init_kernel(simulator.cell_type)\n dx = simulator.dx\n simulator.level_set.initialize_with_aabb((self.x0 * dx, self.y0 * dx, self.z0 * dx), (self.x1 * dx, self.y1 * dx, self.z1 * dx))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 18\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Avoid 'import *' at line 3 - import specific names\n\n\u2728 Improvements:\n Add docstring to class 'Initializer3D'\n Add docstring to function '__init__'\n Line 28 too long (136 chars) - break into multiple lines"}]
| false
| null | null | null |
e03e3fafddd8bfe7f29e435a8b1b27b522698dbd
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from copy import deepcopy import bifrost as bf from bifrost.pipeline import TransformBlock from bifrost.ndarray import copy_array class CopyBlock(TransformBlock):# $\tikzmark{block-start}$ """Copy the input ring to output ring""" def __init__(self, iring, space): super(CopyBlock, self).__init__(iring) self.orings = [self.create_ring(space=space)] def on_sequence(self, iseq): return deepcopy(iseq.header) def on_data(self, ispan, ospan): copy_array(ospan.data, ispan.data)#$\tikzmark{block-end}$ def copy_block(iring, space):
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Block at line 18 has no body - expected indented block • IndentationError at line 18 Fix: Complete the function 'copy_block' body and add missing return
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 4
| 1
| 623
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom copy import deepcopy\n \nimport bifrost as bf\nfrom bifrost.pipeline import TransformBlock\nfrom bifrost.ndarray import copy_array\n \n \nclass CopyBlock(TransformBlock):# $\\tikzmark{block-start}$\n \"\"\"Copy the input ring to output ring\"\"\"\n def __init__(self, iring, space):\n super(CopyBlock, self).__init__(iring)\n self.orings = [self.create_ring(space=space)]\n def on_sequence(self, iseq):\n return deepcopy(iseq.header)\n def on_data(self, ispan, ospan):\n copy_array(ospan.data, ispan.data)#$\\tikzmark{block-end}$\n \ndef copy_block(iring, space):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Block at line 18 has no body - expected indented block\n \u2022 IndentationError at line 18\n\n Fix: Complete the function 'copy_block' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
e03ebf0129e76590fab9b3f72a3301cc3f5c22ca
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # (C) Copyright 2016-2017 Hewlett Packard Enterprise Development LP # Copyright 2017 FUJITSU LIMITED # # 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 oslo_config import cfg influxdb_opts = [ cfg.StrOpt('database_name', help='database name where metrics are stored', default='mon'), cfg.HostAddressOpt('ip_address', help='Valid IP address or hostname ' 'to InfluxDB instance'), cfg.PortOpt('port', help='port to influxdb', default=8086),
|
cfg.StrOpt('user', help='influxdb user ', default='mon_persister'), cfg.StrOpt('password', secret=True, help='influxdb password')] influxdb_group = cfg.OptGroup(name='influxdb', title='influxdb') def register_opts(conf): conf.register_group(influxdb_group) conf.register_opts(influxdb_opts, influxdb_group) def list_opts(): return influxdb_group, influxdb_opts
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 1,540
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# (C) Copyright 2016-2017 Hewlett Packard Enterprise Development LP\n# Copyright 2017 FUJITSU LIMITED\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\nfrom oslo_config import cfg\n\ninfluxdb_opts = [\n cfg.StrOpt('database_name',\n help='database name where metrics are stored',\n default='mon'),\n cfg.HostAddressOpt('ip_address',\n help='Valid IP address or hostname '\n 'to InfluxDB instance'),\n cfg.PortOpt('port',\n help='port to influxdb',\n default=8086),"}, {"role": "assistant", "content": "\n cfg.StrOpt('user',\n help='influxdb user ',\n default='mon_persister'),\n cfg.StrOpt('password',\n secret=True,\n help='influxdb password')]\n\ninfluxdb_group = cfg.OptGroup(name='influxdb',\n title='influxdb')\n\n\ndef register_opts(conf):\n conf.register_group(influxdb_group)\n conf.register_opts(influxdb_opts, influxdb_group)\n\n\ndef list_opts():\n return influxdb_group, influxdb_opts"}]
| false
| null | null | null |
e0404632a7378b088279de3e94aac11c26a9e183
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import json your_json = '["foo", {"bar":["baz", null, 1.0, 2]}]' parsed = json.loads(your_json)
|
print(type(your_json)) print(type(parsed)) #print(json.dumps(parsed, indent=4, sort_keys=True))
|
beginner
|
data_processing
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 192
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport json\n\nyour_json = '[\"foo\", {\"bar\":[\"baz\", null, 1.0, 2]}]'\nparsed = json.loads(your_json)"}, {"role": "assistant", "content": "\nprint(type(your_json))\nprint(type(parsed))\n#print(json.dumps(parsed, indent=4, sort_keys=True))"}]
| false
| null | null | null |
e040676396d83dae688cf225c1f4290cf1100f35
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright 2020 Green Valley Belgium NV # # 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. # # @@license_version:1.7@@ import cloudstorage import logging from babel.dates import format_datetime from datetime import datetime from google.appengine.ext import ndb, deferred, db from typing import List from xlwt import Worksheet, Workbook, XFStyle from mcfw.cache import invalidate_cache from mcfw.consts import REST_TYPE_TO from mcfw.exceptions import HttpBadRequestException, HttpForbiddenException, HttpNotFoundException from mcfw.restapi import rest from mcfw.rpc import returns, arguments from rogerthat.bizz.gcs import get_serving_url from rogerthat.bizz.service import re_index_map_only from rogerthat.consts import FAST_QUEUE from rogerthat.models import ServiceIdentity from rogerthat.models.settings import ServiceInfo Error: SyntaxError / EOF
|
Fixed Code: # -*- coding: utf-8 -*- # Copyright 2020 Green Valley Belgium NV # # 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. # # @@license_version:1.7@@ import cloudstorage import logging from babel.dates import format_datetime Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 1,347
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Copyright 2020 Green Valley Belgium NV\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# @@license_version:1.7@@\n\nimport cloudstorage\nimport logging\nfrom babel.dates import format_datetime\nfrom datetime import datetime\nfrom google.appengine.ext import ndb, deferred, db\nfrom typing import List\nfrom xlwt import Worksheet, Workbook, XFStyle\n\nfrom mcfw.cache import invalidate_cache\nfrom mcfw.consts import REST_TYPE_TO\nfrom mcfw.exceptions import HttpBadRequestException, HttpForbiddenException, HttpNotFoundException\nfrom mcfw.restapi import rest\nfrom mcfw.rpc import returns, arguments\nfrom rogerthat.bizz.gcs import get_serving_url\nfrom rogerthat.bizz.service import re_index_map_only\nfrom rogerthat.consts import FAST_QUEUE\nfrom rogerthat.models import ServiceIdentity\nfrom rogerthat.models.settings import ServiceInfo\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n# Copyright 2020 Green Valley Belgium NV\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# @@license_version:1.7@@\n\nimport cloudstorage\nimport logging\nfrom babel.dates import format_datetime\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e041875337916a4d8560bbab0e0b68edca74373b
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import matplotlib matplotlib.use('Agg') import numpy as np from astropy.tests.helper import pytest from .. import FITSFigure def test_grid_addremove(): data = np.zeros((16, 16)) f = FITSFigure(data) f.add_grid() f.remove_grid() f.add_grid() f.close() def test_grid_showhide(): data = np.zeros((16, 16)) f = FITSFigure(data) f.add_grid() f.grid.hide() f.grid.show() f.close() def test_grid_spacing(): data = np.zeros((16, 16)) f = FITSFigure(data) f.add_grid() f.grid.set_xspacing(1.) f.grid.set_xspacing('tick') with pytest.raises(ValueError): f.grid.set_xspacing('auto') f.grid.set_yspacing(2.) f.grid.set_yspacing('tick') with pytest.raises(ValueError): f.grid.set_yspacing('auto') f.close() def test_grid_color(): data = np.zeros((16, 16)) f = FITSFigure(data) f.add_grid() f.grid.set_color('black') f.grid.set_color('#003344') f.grid.set_color((1.0, 0.4, 0.3)) f.close() def test_grid_alpha(): data = np.zeros((16, 16)) f = FITSFigure(data) f.add_grid() f.grid.set_alpha(0.0) f.grid.set_alpha(0.3) f.grid.set_alpha(1.0) f.close() def test_grid_linestyle(): data = np.zeros((16, 16)) f = FITSFigure(data) f.add_grid() f.grid.set_linestyle('solid') f.grid.set_linestyle('dashed') f.grid.set_linestyle('dotted') f.close() def test_grid_linewidth(): data = np.zeros((16, 16)) f = FITSFigure(data) f.add_grid() f.grid.set_linewidth(0) f.grid.set_linewidth(2) f.grid.set_linewidth(5) f.close()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 7
| 0
| 1,624
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport matplotlib\nmatplotlib.use('Agg')\n\nimport numpy as np\nfrom astropy.tests.helper import pytest\n\nfrom .. import FITSFigure\n\n\ndef test_grid_addremove():\n data = np.zeros((16, 16))\n f = FITSFigure(data)\n f.add_grid()\n f.remove_grid()\n f.add_grid()\n f.close()\n\n\ndef test_grid_showhide():\n data = np.zeros((16, 16))\n f = FITSFigure(data)\n f.add_grid()\n f.grid.hide()\n f.grid.show()\n f.close()\n\n\ndef test_grid_spacing():\n data = np.zeros((16, 16))\n f = FITSFigure(data)\n f.add_grid()\n f.grid.set_xspacing(1.)\n f.grid.set_xspacing('tick')\n with pytest.raises(ValueError):\n f.grid.set_xspacing('auto')\n f.grid.set_yspacing(2.)\n f.grid.set_yspacing('tick')\n with pytest.raises(ValueError):\n f.grid.set_yspacing('auto')\n f.close()\n\n\ndef test_grid_color():\n data = np.zeros((16, 16))\n f = FITSFigure(data)\n f.add_grid()\n f.grid.set_color('black')\n f.grid.set_color('#003344')\n f.grid.set_color((1.0, 0.4, 0.3))\n f.close()\n\n\ndef test_grid_alpha():\n data = np.zeros((16, 16))\n f = FITSFigure(data)\n f.add_grid()\n f.grid.set_alpha(0.0)\n f.grid.set_alpha(0.3)\n f.grid.set_alpha(1.0)\n f.close()\n\n\ndef test_grid_linestyle():\n data = np.zeros((16, 16))\n f = FITSFigure(data)\n f.add_grid()\n f.grid.set_linestyle('solid')\n f.grid.set_linestyle('dashed')\n f.grid.set_linestyle('dotted')\n f.close()\n\n\ndef test_grid_linewidth():\n data = np.zeros((16, 16))\n f = FITSFigure(data)\n f.add_grid()\n f.grid.set_linewidth(0)\n f.grid.set_linewidth(2)\n f.grid.set_linewidth(5)\n f.close()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e042a55525baf01a1dd738c8dd3863fa44f09d50
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os, sys class Object: ## @name constructor def __init__(self, V): self.value = V self.nest = [] def box(self, that): if isinstance(that, Object): return that if isinstance(that, str): return S(that) raise TypeError(['box', type(that), that]) ## @name dump / string def test(self): return self.dump(test=True) def __repr__(self): return self.dump(test=False) def dump(self, cycle=[], depth=0, prefix='', test=False): # head def pad(depth): return '\n' + '\t' * depth ret = pad(depth) + self.head(prefix, test) # subtree return ret def head(self, prefix='', test=False): gid = '' if test else f' @{id(self):x}' return f'{prefix}<{self.tag()}:{self.val()}>{gid}' def __format__(self, spec=''): if not spec: return self.val() raise TypeError(['__format__', spec]) def tag(self): return self.__class__.__name__.lower() def val(self): return f'{self.value}' ## @name operator def __iter__(self): return iter(self.nest) def __floordiv__(self, that): self.nest.append(self.box(that)); return self class Primitive(Object): pass class S(Primitive): def __init__(self, V=None, end=None, pfx=None, sfx=None): super().__init__(V) self.end = end; self.pfx = pfx; self.sfx = sfx def gen(self, to, depth=0): ret = '' if self.pfx is not None: ret += f'{to.tab*depth}{self.pfx}\n' if self.value is not None: ret += f'{to.tab*depth}{self.value}\n' for i in self: ret += i.gen(to, depth + 1) if self.end is not None: ret += f'{to.tab*depth}{self.end}\n' if self.sfx is not None: ret += f'{to.tab*depth}{self.sfx}\n' return ret class Sec(S): def gen(self, to, depth=0): ret = '' if self.pfx is not None: ret += f'{to.tab*depth}{self.pfx}\n' if self.pfx else '\n' if self.nest and self.value is not None: ret += f'{to.tab*depth}{to.comment} \\ {self}\n' for i in self: ret += i.gen(to, depth + 0) if self.nest and self.value is not None: ret += f'{to.tab*depth}{to.comment} / {self}\n' if self.sfx is not None: ret += f'{to.tab*depth}{self.sfx}\n' if self.pfx else '\n' return ret class IO(Object): def __init__(self, V): super().__init__(V) self.path = V class Dir(IO): def __floordiv__(self, that): assert isinstance(that, IO) that.path = f'{self.path}/{that.path}' return super().__floordiv__(that) def sync(self): try: os.mkdir(self.path) except FileExistsError: pass for i in self: i.sync() class File(IO): ... [30 more functiondefs truncated] ...
|
Functions: __init__, box, test, __repr__, dump Classes: Object, Primitive, S This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 18
| 7
| 2,890
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os, sys\n\nclass Object:\n\n ## @name constructor\n\n def __init__(self, V):\n self.value = V\n self.nest = []\n\n def box(self, that):\n if isinstance(that, Object): return that\n if isinstance(that, str): return S(that)\n raise TypeError(['box', type(that), that])\n\n ## @name dump / string\n\n def test(self): return self.dump(test=True)\n def __repr__(self): return self.dump(test=False)\n\n def dump(self, cycle=[], depth=0, prefix='', test=False):\n # head\n def pad(depth): return '\\n' + '\\t' * depth\n ret = pad(depth) + self.head(prefix, test)\n # subtree\n return ret\n\n def head(self, prefix='', test=False):\n gid = '' if test else f' @{id(self):x}'\n return f'{prefix}<{self.tag()}:{self.val()}>{gid}'\n\n def __format__(self, spec=''):\n if not spec: return self.val()\n raise TypeError(['__format__', spec])\n\n def tag(self): return self.__class__.__name__.lower()\n def val(self): return f'{self.value}'\n\n ## @name operator\n\n def __iter__(self):\n return iter(self.nest)\n\n def __floordiv__(self, that):\n self.nest.append(self.box(that)); return self\n\nclass Primitive(Object):\n pass\n\nclass S(Primitive):\n def __init__(self, V=None, end=None, pfx=None, sfx=None):\n super().__init__(V)\n self.end = end; self.pfx = pfx; self.sfx = sfx\n\n def gen(self, to, depth=0):\n ret = ''\n if self.pfx is not None:\n ret += f'{to.tab*depth}{self.pfx}\\n'\n if self.value is not None:\n ret += f'{to.tab*depth}{self.value}\\n'\n for i in self:\n ret += i.gen(to, depth + 1)\n if self.end is not None:\n ret += f'{to.tab*depth}{self.end}\\n'\n if self.sfx is not None:\n ret += f'{to.tab*depth}{self.sfx}\\n'\n return ret\n\nclass Sec(S):\n def gen(self, to, depth=0):\n ret = ''\n if self.pfx is not None:\n ret += f'{to.tab*depth}{self.pfx}\\n' if self.pfx else '\\n'\n if self.nest and self.value is not None:\n ret += f'{to.tab*depth}{to.comment} \\\\ {self}\\n'\n for i in self:\n ret += i.gen(to, depth + 0)\n if self.nest and self.value is not None:\n ret += f'{to.tab*depth}{to.comment} / {self}\\n'\n if self.sfx is not None:\n ret += f'{to.tab*depth}{self.sfx}\\n' if self.pfx else '\\n'\n return ret\n\nclass IO(Object):\n def __init__(self, V):\n super().__init__(V)\n self.path = V\n\nclass Dir(IO):\n def __floordiv__(self, that):\n assert isinstance(that, IO)\n that.path = f'{self.path}/{that.path}'\n return super().__floordiv__(that)\n\n def sync(self):\n try: os.mkdir(self.path)\n except FileExistsError: pass\n for i in self: i.sync()\n\nclass File(IO):\n\n ... [30 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, box, test, __repr__, dump\n Classes: Object, Primitive, S\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e0435a8bdb5ad3ee4a83d670d6af34fbe9094657
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import asyncio import logging import aiohttp import uvicorn from fastai.vision import * from starlette.applications import Starlette from starlette.middleware.cors import CORSMiddleware from starlette.responses import JSONResponse # put your url here here model_file_url = 'https://www.dropbox.com/s/...?raw=1' model_file_name = 'model' path = Path(__file__).parent logging.basicConfig(format="%(levelname)s: %(message)s", level=logging.INFO) logger = logging.getLogger() logger.setLevel(logging.INFO) app = Starlette() app.add_middleware(CORSMiddleware, allow_origins=['*'], allow_headers=['X-Requested-With', 'Content-Type']) def hashsum(path, hex=True, hash_type=hashlib.md5): hashinst = hash_type() with open(path, 'rb') as f: for chunk in iter(lambda: f.read(hashinst.block_size * 128), b''): hashinst.update(chunk) return hashinst.hexdigest() if hex else hashinst.digest() async def download_file(url, dest): if dest.exists(): return async with aiohttp.ClientSession() as session: async with session.get(url) as response: data = await response.read() with open(dest, 'wb') as f: f.write(data) async def setup_learner(): model_file = path.parent / 'models' / f'{model_file_name}.pkl' if not model_file.exists(): logging.info("Will download file %s from %s", model_file, model_file_url) await download_file(model_file_url, model_file) logging.info("Downloaded file md5sum: %s", hashsum(model_file)) else: logging.info("File %s already exists will reuse md5sum: %s", model_file, hashsum(model_file)) # Loading the saved model using fastai's load_learner method model = load_learner(model_file.parent, f'{model_file_name}.pkl') classes = model.data.classes
|
return model, classes loop = asyncio.get_event_loop() tasks = [asyncio.ensure_future(setup_learner())] model, classes = loop.run_until_complete(asyncio.gather(*tasks))[0] loop.close() def sortByProb(val): return val["prob"] @app.route('/predict', methods=['POST']) async def analyze(request): data = await request.form() text = data['text'] predict_class, predict_idx, predict_values = model.predict(text) results = [] for idx, val in enumerate(predict_values): prob = val.item() if prob > 0.01: record = {"value": classes[idx], "prob": prob} results.append(record) results.sort(key=sortByProb, reverse=True) return JSONResponse(results[:5]) if __name__ == '__main__': if 'serve' in sys.argv: uvicorn.run(app, host='0.0.0.0' port=4000)
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 2,630
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport asyncio\nimport logging\n\nimport aiohttp\nimport uvicorn\nfrom fastai.vision import *\nfrom starlette.applications import Starlette\nfrom starlette.middleware.cors import CORSMiddleware\nfrom starlette.responses import JSONResponse\n\n# put your url here here\nmodel_file_url = 'https://www.dropbox.com/s/...?raw=1'\nmodel_file_name = 'model'\npath = Path(__file__).parent\n\nlogging.basicConfig(format=\"%(levelname)s: %(message)s\", level=logging.INFO)\nlogger = logging.getLogger()\nlogger.setLevel(logging.INFO)\n\napp = Starlette()\napp.add_middleware(CORSMiddleware, allow_origins=['*'], allow_headers=['X-Requested-With', 'Content-Type'])\n\n\ndef hashsum(path, hex=True, hash_type=hashlib.md5):\n hashinst = hash_type()\n with open(path, 'rb') as f:\n for chunk in iter(lambda: f.read(hashinst.block_size * 128), b''):\n hashinst.update(chunk)\n return hashinst.hexdigest() if hex else hashinst.digest()\n\n\nasync def download_file(url, dest):\n if dest.exists(): return\n async with aiohttp.ClientSession() as session:\n async with session.get(url) as response:\n data = await response.read()\n with open(dest, 'wb') as f: f.write(data)\n\n\nasync def setup_learner():\n model_file = path.parent / 'models' / f'{model_file_name}.pkl'\n if not model_file.exists():\n logging.info(\"Will download file %s from %s\", model_file, model_file_url)\n await download_file(model_file_url, model_file)\n logging.info(\"Downloaded file md5sum: %s\", hashsum(model_file))\n else:\n logging.info(\"File %s already exists will reuse md5sum: %s\", model_file, hashsum(model_file))\n\n # Loading the saved model using fastai's load_learner method\n model = load_learner(model_file.parent, f'{model_file_name}.pkl')\n classes = model.data.classes"}, {"role": "assistant", "content": "\n return model, classes\n\n\nloop = asyncio.get_event_loop()\ntasks = [asyncio.ensure_future(setup_learner())]\nmodel, classes = loop.run_until_complete(asyncio.gather(*tasks))[0]\nloop.close()\n\n\ndef sortByProb(val):\n return val[\"prob\"]\n\n\n@app.route('/predict', methods=['POST'])\nasync def analyze(request):\n data = await request.form()\n text = data['text']\n predict_class, predict_idx, predict_values = model.predict(text)\n\n results = []\n\n for idx, val in enumerate(predict_values):\n prob = val.item()\n if prob > 0.01:\n record = {\"value\": classes[idx], \"prob\": prob}\n results.append(record)\n\n results.sort(key=sortByProb, reverse=True)\n return JSONResponse(results[:5])\n\n\nif __name__ == '__main__':\n if 'serve' in sys.argv: uvicorn.run(app, host='0.0.0.0' port=4000)"}]
| false
| null | null | null |
e044775152d95d5fb032af9b89fee05b4ac263fe
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from socket import * serverPort = 12001 serverSocket = socket(AF_INET, SOCK_STREAM) serverSocket.bind(('', serverPort)) serverSocket.listen(1) print("the server is ready to receive") while True: connectionSocket,addr = serverSocket.accept() sentence = connectionSocket.recv(1024).decode() sentence = sentence.upper() connectionSocket.send(sentence.encode()) connectionSocket.close()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 402
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom socket import *\nserverPort = 12001\nserverSocket = socket(AF_INET, SOCK_STREAM)\nserverSocket.bind(('', serverPort))\nserverSocket.listen(1)\nprint(\"the server is ready to receive\")\nwhile True:\n connectionSocket,addr = serverSocket.accept()\n sentence = connectionSocket.recv(1024).decode()\n sentence = sentence.upper()\n connectionSocket.send(sentence.encode())\n connectionSocket.close()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e0448da70febec0759bc638d5a460760c3964480
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """This module contains the GeneFlow LocalWorkflow class.""" class LocalWorkflow: """ A class that represents the Local Workflow objects. """ def __init__( self, job, config, parsed_job_work_uri ): """ Instantiate LocalWorkflow class. """ self._job = job self._config = config self._parsed_job_work_uri = parsed_job_work_uri def initialize(self): """ Initialize the LocalWorkflow class. This workflow class has no additional functionality. Args: None. Returns: True. """ return True def init_data(self): """ Initialize any data specific to this context. """ return True def get_context_options(self): """ Return dict of options specific for this context. Args: None. Returns: {} - no options specific for this context. """ return {}
|
Code Review: ❌ Critical issues: Unterminated string literal at line 4 ⚠️ Code quality: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 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 24 Unexpected indentation at line 35 Unexpected indentation at line 40 Unexpected indentation at line 43 Unexpected indentation at line 48 Unexpected indentation at line 57 ✨ Improvements: Add closing quote at line 4
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 4
| 1
| 1,061
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"This module contains the GeneFlow LocalWorkflow class.\"\"\"\n\nclass LocalWorkflow:\n \"\"\"\n A class that represents the Local Workflow objects.\n \"\"\"\n\n def __init__(\n self,\n job,\n config,\n parsed_job_work_uri\n ):\n \"\"\"\n Instantiate LocalWorkflow class.\n \"\"\"\n self._job = job\n self._config = config\n self._parsed_job_work_uri = parsed_job_work_uri\n\n\n def initialize(self):\n \"\"\"\n Initialize the LocalWorkflow class.\n\n This workflow class has no additional functionality.\n\n Args:\n None.\n\n Returns:\n True.\n\n \"\"\"\n return True\n\n\n def init_data(self):\n \"\"\"\n Initialize any data specific to this context.\n\n \"\"\"\n return True\n\n\n def get_context_options(self):\n \"\"\"\n Return dict of options specific for this context.\n\n Args:\n None.\n\n Returns:\n {} - no options specific for this context.\n\n \"\"\"\n return {}"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 4\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 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 24\n Unexpected indentation at line 35\n Unexpected indentation at line 40\n Unexpected indentation at line 43\n Unexpected indentation at line 48\n Unexpected indentation at line 57\n\n\u2728 Improvements:\n Add closing quote at line 4"}]
| false
| null | null | null |
e044ab975c816db8531273f338dcef5b52d8c7ce
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from torch.optim.lr_scheduler import StepLR, ReduceLROnPlateau, OneCycleLR def step_lr(optimizer, step_size, gamma=0.1, last_epoch=-1): """Create LR step scheduler. Args: optimizer (torch.optim): Model optimizer. step_size (int): Frequency for changing learning rate. gamma (float): Factor for changing learning rate. (default: 0.1) last_epoch (int): The index of last epoch. (default: -1) Returns: StepLR: Learning rate scheduler. """ return StepLR(optimizer, step_size=step_size, gamma=gamma, last_epoch=last_epoch) def reduce_lr_on_plateau(optimizer, factor=0.1, patience=10, verbose=False, min_lr=0): """Create LR plateau reduction scheduler. Args: optimizer (torch.optim): Model optimizer. factor (float, optional): Factor by which the learning rate will be reduced. (default: 0.1) patience (int, optional): Number of epoch with no improvement after which learning rate will be will be reduced. (default: 10) verbose (bool, optional): If True, prints a message to stdout for each update. (default: False) min_lr (float, optional): A scalar or a list of scalars. A lower bound on the learning rate of all param groups or each group respectively. (default: 0) # Complete this line ReduceLROnPlateau instance. """ return ReduceLROnPlateau( optimizer, factor=factor, patience=patience, verbose=verbose, min_lr=min_lr ) def one_cycle_lr( optimizer, max_lr, epochs, steps_per_epoch, pct_start=0.5, div_factor=10.0, final_div_factor=10000 ): """Create One Cycle Policy for Learning Rate. Args: optimizer (torch.optim): Model optimizer. max_lr (float): Upper learning rate boundary in the cycle. epochs (int): The number of epochs to train for. This is used along with steps_per_epoch in order to infer the total number of steps in the cycle. steps_per_epoch (int): The number of steps per epoch to train for. This is used along with epochs in order to infer the total number of steps in the cycle. pct_start (float, optional): The percentage of the cycle (in number of steps) spent increasing the learning rate. (default: 0.5) div_factor (float, optional): Determines the initial learning rate via initial_lr = max_lr / div_factor. (default: 10.0) final_div_factor (float, optional): Determines the minimum learning rate via min_lr = initial_lr / final_div_factor. (default: 1e4) Returns: OneCycleLR instance. """ return OneCycleLR( optimizer, max_lr, epochs=epochs, steps_per_epoch=steps_per_epoch, pct_start=pct_start, div_factor=div_factor, final_div_factor=final_div_factor )
|
The missing line is: Returns:
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 0
| 2,849
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom torch.optim.lr_scheduler import StepLR, ReduceLROnPlateau, OneCycleLR\n\n\ndef step_lr(optimizer, step_size, gamma=0.1, last_epoch=-1):\n \"\"\"Create LR step scheduler.\n\n Args:\n optimizer (torch.optim): Model optimizer.\n step_size (int): Frequency for changing learning rate.\n gamma (float): Factor for changing learning rate. (default: 0.1)\n last_epoch (int): The index of last epoch. (default: -1)\n \n Returns:\n StepLR: Learning rate scheduler.\n \"\"\"\n\n return StepLR(optimizer, step_size=step_size, gamma=gamma, last_epoch=last_epoch)\n\n\ndef reduce_lr_on_plateau(optimizer, factor=0.1, patience=10, verbose=False, min_lr=0):\n \"\"\"Create LR plateau reduction scheduler.\n\n Args:\n optimizer (torch.optim): Model optimizer.\n factor (float, optional): Factor by which the learning rate will be reduced.\n (default: 0.1)\n patience (int, optional): Number of epoch with no improvement after which learning\n rate will be will be reduced. (default: 10)\n verbose (bool, optional): If True, prints a message to stdout for each update.\n (default: False)\n min_lr (float, optional): A scalar or a list of scalars. A lower bound on the\n learning rate of all param groups or each group respectively. (default: 0)\n \n # Complete this line\n ReduceLROnPlateau instance.\n \"\"\"\n\n return ReduceLROnPlateau(\n optimizer, factor=factor, patience=patience, verbose=verbose, min_lr=min_lr\n )\n\n\ndef one_cycle_lr(\n optimizer, max_lr, epochs, steps_per_epoch, pct_start=0.5, div_factor=10.0, final_div_factor=10000\n):\n \"\"\"Create One Cycle Policy for Learning Rate.\n\n Args:\n optimizer (torch.optim): Model optimizer.\n max_lr (float): Upper learning rate boundary in the cycle.\n epochs (int): The number of epochs to train for. This is used along with\n steps_per_epoch in order to infer the total number of steps in the cycle.\n steps_per_epoch (int): The number of steps per epoch to train for. This is\n used along with epochs in order to infer the total number of steps in the cycle.\n pct_start (float, optional): The percentage of the cycle (in number of steps)\n spent increasing the learning rate. (default: 0.5)\n div_factor (float, optional): Determines the initial learning rate via\n initial_lr = max_lr / div_factor. (default: 10.0)\n final_div_factor (float, optional): Determines the minimum learning rate via\n min_lr = initial_lr / final_div_factor. (default: 1e4)\n \n Returns:\n OneCycleLR instance.\n \"\"\"\n\n return OneCycleLR(\n optimizer, max_lr, epochs=epochs, steps_per_epoch=steps_per_epoch,\n pct_start=pct_start, div_factor=div_factor, final_div_factor=final_div_factor\n )"}, {"role": "assistant", "content": "The missing line is:\n Returns:"}]
| false
| null | null | null |
e0453a8ff093c7c5f6bb2239656a47c98c50cec7
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright 2019 TerraPower, LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. class Zone_TestCase(unittest.TestCase): def setUp(self): bp = blueprints.Blueprints() geom = geometry.SystemLayoutInput() geom.symmetry = "third core periodic" r = reactors.Reactor(settings.getMasterCs(), bp) r.add(reactors.Core("Core", settings.getMasterCs(), geom)) r.core.spatialGrid = grids.hexGridFromPitch(1.0) aList = [] for ring in range(10): a = assemblies.HexAssembly("fuel") a.spatialLocator = r.core.spatialGrid[ring, 1, 0] a.parent = r.core aList.append(a) self.aList = aList def test_addAssemblyLocations(self): zone = zones.Zone("TestZone") zone.addAssemblyLocations(self.aList) for a in self.aList: self.assertIn(a.getLocation(), zone) self.assertRaises(RuntimeError, zone.addAssemblyLocations, self.aList) def test_iteration(self): locs = [a.getLocation() for a in self.aList]
|
zone = zones.Zone("TestZone") zone.addAssemblyLocations(self.aList) for aLoc in zone: self.assertIn(aLoc, locs) # loop twice to make sure it iterates nicely. for aLoc in zone: self.assertIn(aLoc, locs) def test_addRing(self): zone = zones.Zone("TestZone") zone.addRing(5) self.assertIn("A5003", zone) self.assertNotIn("A6002", zone) zone.addRing(6, 3, 9) self.assertIn("A6003", zone) self.assertIn("A6009", zone) self.assertNotIn("A6002", zone) self.assertNotIn("A6010", zone) class Zones_InReactor(unittest.TestCase): def setUp(self): self.o, self.r = test_reactors.loadTestReactor() ... [6 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 5
| 2
| 2,351
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2019 TerraPower, LLC\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nclass Zone_TestCase(unittest.TestCase):\n def setUp(self):\n bp = blueprints.Blueprints()\n geom = geometry.SystemLayoutInput()\n geom.symmetry = \"third core periodic\"\n r = reactors.Reactor(settings.getMasterCs(), bp)\n r.add(reactors.Core(\"Core\", settings.getMasterCs(), geom))\n r.core.spatialGrid = grids.hexGridFromPitch(1.0)\n aList = []\n for ring in range(10):\n a = assemblies.HexAssembly(\"fuel\")\n a.spatialLocator = r.core.spatialGrid[ring, 1, 0]\n a.parent = r.core\n aList.append(a)\n self.aList = aList\n\n def test_addAssemblyLocations(self):\n zone = zones.Zone(\"TestZone\")\n zone.addAssemblyLocations(self.aList)\n for a in self.aList:\n self.assertIn(a.getLocation(), zone)\n\n self.assertRaises(RuntimeError, zone.addAssemblyLocations, self.aList)\n\n def test_iteration(self):\n locs = [a.getLocation() for a in self.aList]"}, {"role": "assistant", "content": "\n zone = zones.Zone(\"TestZone\")\n zone.addAssemblyLocations(self.aList)\n for aLoc in zone:\n self.assertIn(aLoc, locs)\n\n # loop twice to make sure it iterates nicely.\n for aLoc in zone:\n self.assertIn(aLoc, locs)\n\n def test_addRing(self):\n zone = zones.Zone(\"TestZone\")\n zone.addRing(5)\n self.assertIn(\"A5003\", zone)\n self.assertNotIn(\"A6002\", zone)\n\n zone.addRing(6, 3, 9)\n self.assertIn(\"A6003\", zone)\n self.assertIn(\"A6009\", zone)\n self.assertNotIn(\"A6002\", zone)\n self.assertNotIn(\"A6010\", zone)\n\n\nclass Zones_InReactor(unittest.TestCase):\n def setUp(self):\n self.o, self.r = test_reactors.loadTestReactor()\n\n\n ... [6 more functiondefs truncated] ..."}]
| false
| null | null | null |
e045d172e3aa9769db37dd0c8977af6b2b83dca1
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Generated by Django 3.1.12 on 2021-07-12 19:32 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('survey', '0004_lastpage_whatsapp_button'), ] operations = [ migrations.RemoveField( model_name='lastpage', name='whatsapp_button', ),
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '[' at line 12 - expected ']' • Block at line 6 has no indented body • SyntaxError: '[' was never closed at line 12 Fix: Complete the truncated code structure
|
advanced
|
ui
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 346
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Generated by Django 3.1.12 on 2021-07-12 19:32\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('survey', '0004_lastpage_whatsapp_button'),\n ]\n\n operations = [\n migrations.RemoveField(\n model_name='lastpage',\n name='whatsapp_button',\n ),"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '[' at line 12 - expected ']'\n \u2022 Block at line 6 has no indented body\n \u2022 SyntaxError: '[' was never closed at line 12\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e04601e1749bc51e7e5f74ca383f947dc25e7da9
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import aspose.email.mapi.msg as msg from aspose.email.mapi import MapiNote, NoteSaveFormat, NoteColor def run(): dataDir = "Data/" #ExStart: CreateAndSaveOutlookNote note3 = MapiNote() note3.subject = "Blue color note" note3.body = "This is a blue color note"; note3.color = NoteColor.YELLOW note3.height = 500 note3.width = 500 note3.save(dataDir + "CreateAndSaveOutlookNote_out.msg", NoteSaveFormat.MSG) #ExEnd: CreateAndSaveOutlookNote if __name__ == '__main__': run()
|
Functions: run This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 490
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport aspose.email.mapi.msg as msg\nfrom aspose.email.mapi import MapiNote, NoteSaveFormat, NoteColor\n\ndef run():\n\n\tdataDir = \"Data/\"\n\t#ExStart: CreateAndSaveOutlookNote\n\tnote3 = MapiNote()\n\tnote3.subject = \"Blue color note\"\n\tnote3.body = \"This is a blue color note\";\n\tnote3.color = NoteColor.YELLOW\n\tnote3.height = 500\n\tnote3.width = 500\n\tnote3.save(dataDir + \"CreateAndSaveOutlookNote_out.msg\", NoteSaveFormat.MSG)\n\t#ExEnd: CreateAndSaveOutlookNote\n\t\nif __name__ == '__main__':\n run()"}, {"role": "assistant", "content": " Functions: run\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e046ccaf1594be44b4bc74501cfe08b79d45a1d7
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import functools from string import Formatter from typing import ( class MessageTemplate(Formatter, Generic[TF]): """消息模板格式化实现类。 参数: template: 模板 factory: 消息类型工厂，默认为 `str` """ @overload def __init__( self: "MessageTemplate[str]", template: str, factory: Type[str] = str ) -> None: ... @overload def __init__( self: "MessageTemplate[TM]", template: Union[str, TM], factory: Type[TM] ) -> None: ... def __init__(self, template, factory=str) -> None: self.template: TF = template self.factory: Type[TF] = factory self.format_specs: Dict[str, FormatSpecFunc] = {} def add_format_spec( self, spec: FormatSpecFunc_T, name: Optional[str] = None ) -> FormatSpecFunc_T: name = name or spec.__name__ if name in self.format_specs: raise ValueError(f"Format spec {name} already exists!") self.format_specs[name] = spec return spec def format(self, *args, **kwargs): """根据传入参数和模板生成消息对象""" return self._format(args, kwargs) def format_map(self, mapping: Mapping[str, Any]) -> TF: """根据传入字典和模板生成消息对象, 在传入字段名不是有效标识符时有用""" return self._format([], mapping) def _format(self, args: Sequence[Any], kwargs: Mapping[str, Any]) -> TF: msg = self.factory() if isinstance(self.template, str): msg += self.vformat(self.template, args, kwargs) elif isinstance(self.template, self.factory): template = cast("Message[MessageSegment]", self.template) for seg in template: msg += self.vformat(str(seg), args, kwargs) if seg.is_text() else seg else: raise TypeError("template must be a string or instance of Message!") return msg # type:ignore def vformat( self, format_string: str, args: Sequence[Any], kwargs: Mapping[str, Any] ) -> TF: used_args = set() result, _ = self._vformat(format_string, args, kwargs, used_args, 2) self.check_unused_args(list(used_args), args, kwargs) return result ... [3 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 5 Unclosed '(' at line 3 - expected ')' SyntaxError: '(' was never closed at line 3 ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 33 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 40 Unexpected indentation at line 44 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 ✨ Improvements: Complete the expression on the last line Add closing quote at line 5 Add closing ')' bracket Review code syntax
|
advanced
|
database
|
code_review
|
Pythoncode:Python
| 8
| 1
| 2,189
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport functools\nfrom string import Formatter\nfrom typing import (\nclass MessageTemplate(Formatter, Generic[TF]):\n \"\"\"\u6d88\u606f\u6a21\u677f\u683c\u5f0f\u5316\u5b9e\u73b0\u7c7b\u3002\n\n \u53c2\u6570:\n template: \u6a21\u677f\n factory: \u6d88\u606f\u7c7b\u578b\u5de5\u5382\uff0c\u9ed8\u8ba4\u4e3a `str`\n \"\"\"\n\n @overload\n def __init__(\n self: \"MessageTemplate[str]\", template: str, factory: Type[str] = str\n ) -> None:\n ...\n\n @overload\n def __init__(\n self: \"MessageTemplate[TM]\", template: Union[str, TM], factory: Type[TM]\n ) -> None:\n ...\n\n def __init__(self, template, factory=str) -> None:\n self.template: TF = template\n self.factory: Type[TF] = factory\n self.format_specs: Dict[str, FormatSpecFunc] = {}\n\n def add_format_spec(\n self, spec: FormatSpecFunc_T, name: Optional[str] = None\n ) -> FormatSpecFunc_T:\n name = name or spec.__name__\n if name in self.format_specs:\n raise ValueError(f\"Format spec {name} already exists!\")\n self.format_specs[name] = spec\n return spec\n\n def format(self, *args, **kwargs):\n \"\"\"\u6839\u636e\u4f20\u5165\u53c2\u6570\u548c\u6a21\u677f\u751f\u6210\u6d88\u606f\u5bf9\u8c61\"\"\"\n return self._format(args, kwargs)\n\n def format_map(self, mapping: Mapping[str, Any]) -> TF:\n \"\"\"\u6839\u636e\u4f20\u5165\u5b57\u5178\u548c\u6a21\u677f\u751f\u6210\u6d88\u606f\u5bf9\u8c61, \u5728\u4f20\u5165\u5b57\u6bb5\u540d\u4e0d\u662f\u6709\u6548\u6807\u8bc6\u7b26\u65f6\u6709\u7528\"\"\"\n return self._format([], mapping)\n\n def _format(self, args: Sequence[Any], kwargs: Mapping[str, Any]) -> TF:\n msg = self.factory()\n if isinstance(self.template, str):\n msg += self.vformat(self.template, args, kwargs)\n elif isinstance(self.template, self.factory):\n template = cast(\"Message[MessageSegment]\", self.template)\n for seg in template:\n msg += self.vformat(str(seg), args, kwargs) if seg.is_text() else seg\n else:\n raise TypeError(\"template must be a string or instance of Message!\")\n\n return msg # type:ignore\n\n def vformat(\n self, format_string: str, args: Sequence[Any], kwargs: Mapping[str, Any]\n ) -> TF:\n used_args = set()\n result, _ = self._vformat(format_string, args, kwargs, used_args, 2)\n self.check_unused_args(list(used_args), args, kwargs)\n return result\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 5\n Unclosed '(' at line 3 - expected ')'\n SyntaxError: '(' was never closed at line 3\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 33\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 40\n Unexpected indentation at line 44\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 52\n Unexpected indentation at line 54\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 5\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
e04830a8bb6dffa22a3b7aa461ea3221561a26cd
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- def main(): s, t, u = map(str, input().split()) if len(s) == 5 and len(t) == 7 and len(u) == 5: print('valid') else: print('invalid') if __name__ == '__main__': main() ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation:
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 242
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n\r\n\r\ndef main():\r\n s, t, u = map(str, input().split())\r\n\r\n if len(s) == 5 and len(t) == 7 and len(u) == 5:\r\n print('valid')\r\n else:\r\n print('invalid')\r\n\r\n\r\nif __name__ == '__main__':\r\n main()\r\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:"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
e048929c57d8279d48bbfdb7b6430abd2459ceab
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """ 嵌套的列表的坑 """ names = ['关羽', '张飞', '赵云', '马超', '黄忠'] courses = ['语文', '数学', '英语']
|
# 录入五个学生三门课程的成绩 scores = [[None] * len(courses) for _ in range(len(names))] for row, name in enumerate(names): for col, course in enumerate(courses): scores[row][col] = float(input(f'请输入{name}的{course}的成绩:')) print(scores)
|
intermediate
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 328
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"\n\u5d4c\u5957\u7684\u5217\u8868\u7684\u5751\n\"\"\"\n\n\nnames = ['\u5173\u7fbd', '\u5f20\u98de', '\u8d75\u4e91', '\u9a6c\u8d85', '\u9ec4\u5fe0']\ncourses = ['\u8bed\u6587', '\u6570\u5b66', '\u82f1\u8bed']"}, {"role": "assistant", "content": "\n# \u5f55\u5165\u4e94\u4e2a\u5b66\u751f\u4e09\u95e8\u8bfe\u7a0b\u7684\u6210\u7ee9\nscores = [[None] * len(courses) for _ in range(len(names))]\nfor row, name in enumerate(names):\n for col, course in enumerate(courses):\n scores[row][col] = float(input(f'\u8bf7\u8f93\u5165{name}\u7684{course}\u7684\u6210\u7ee9:'))\n print(scores)"}]
| false
| null | null | null |
e048b527992db2f1543fe57b684fc1f640173519
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import logging import random import numpy as np import pypinyin import tensorflow as tf from augmentations.augments import Augmentation from utils.speech_featurizers import SpeechFeaturizer from utils.text_featurizers import TextFeaturizer class AM_DataLoader(): def __init__(self, config_dict, training=True): self.speech_config = config_dict['speech_config'] self.phone_config = config_dict['inp_config'] self.text_config = config_dict['tar_config'] self.running_config=config_dict['running_config'] self.augment_config = config_dict['augments_config'] self.streaming = self.speech_config['streaming'] self.chunk = self.speech_config['sample_rate'] * self.speech_config['streaming_bucket'] self.batch = config_dict['running_config']['batch_size'] self.speech_featurizer = SpeechFeaturizer(self.speech_config) self.phone_featurizer = TextFeaturizer(self.phone_config) self.text_featurizer = TextFeaturizer(self.text_config) self.make_file_list( training) self.augment = Augmentation(self.augment_config) self.init_text_to_vocab() self.epochs = 1 self.steps = 0 def return_data_types(self): return (tf.float32, tf.int32, tf.int32, tf.int32,tf.int32) def return_data_shape(self): return ( tf.TensorShape([self.batch, None, 1]), tf.TensorShape([self.batch, ]), tf.TensorShape([self.batch, None]), tf.TensorShape([self.batch, ]), tf.TensorShape([self.batch, None]), ) def get_per_epoch_steps(self): return len(self.train_list) // self.batch def eval_per_epoch_steps(self): return len(self.test_list) // self.batch def init_text_to_vocab(self): pypinyin.load_phrases_dict({'调大': [['tiáo'], ['dà']], '调小': [['tiáo'], ['xiǎo']], '调亮': [['tiáo'], ['liàng']], '调暗': [['tiáo'], ['àn']], '肖': [['xiāo']], '英雄传': [['yīng'], ['xióng'], ['zhuàn']], '新传': [['xīn'], ['zhuàn']], '外传': [['wài'], ['zhuàn']], '正传': [['zhèng'], ['zhuàn']], '水浒传': [['shuǐ'], ['hǔ'], ['zhuàn']] }) def text_to_vocab_func(txt): pins = pypinyin.pinyin(txt) pins = [i[0] for i in pins] phones = [] for pin in pins: if pin in self.phone_featurizer.vocab_array: phones += [pin] else: phones += list(pin) # print(phones) return phones self.text_to_vocab = text_to_vocab_func ... [6 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 7
| 1
| 2,941
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport logging\nimport random\n\nimport numpy as np\nimport pypinyin\nimport tensorflow as tf\n\nfrom augmentations.augments import Augmentation\nfrom utils.speech_featurizers import SpeechFeaturizer\nfrom utils.text_featurizers import TextFeaturizer\n\nclass AM_DataLoader():\n\n def __init__(self, config_dict, training=True):\n\n self.speech_config = config_dict['speech_config']\n self.phone_config = config_dict['inp_config']\n self.text_config = config_dict['tar_config']\n self.running_config=config_dict['running_config']\n self.augment_config = config_dict['augments_config']\n self.streaming = self.speech_config['streaming']\n self.chunk = self.speech_config['sample_rate'] * self.speech_config['streaming_bucket']\n self.batch = config_dict['running_config']['batch_size']\n self.speech_featurizer = SpeechFeaturizer(self.speech_config)\n self.phone_featurizer = TextFeaturizer(self.phone_config)\n self.text_featurizer = TextFeaturizer(self.text_config)\n self.make_file_list( training)\n self.augment = Augmentation(self.augment_config)\n self.init_text_to_vocab()\n self.epochs = 1\n self.steps = 0\n\n\n def return_data_types(self):\n\n return (tf.float32, tf.int32, tf.int32, tf.int32,tf.int32)\n\n def return_data_shape(self):\n\n return (\n tf.TensorShape([self.batch, None, 1]),\n\n tf.TensorShape([self.batch, ]),\n tf.TensorShape([self.batch, None]),\n tf.TensorShape([self.batch, ]),\n tf.TensorShape([self.batch, None]),\n )\n\n def get_per_epoch_steps(self):\n return len(self.train_list) // self.batch\n\n def eval_per_epoch_steps(self):\n return len(self.test_list) // self.batch\n\n def init_text_to_vocab(self):\n pypinyin.load_phrases_dict({'\u8c03\u5927': [['ti\u00e1o'], ['d\u00e0']],\n '\u8c03\u5c0f': [['ti\u00e1o'], ['xi\u01ceo']],\n '\u8c03\u4eae': [['ti\u00e1o'], ['li\u00e0ng']],\n '\u8c03\u6697': [['ti\u00e1o'], ['\u00e0n']],\n '\u8096': [['xi\u0101o']],\n '\u82f1\u96c4\u4f20': [['y\u012bng'], ['xi\u00f3ng'], ['zhu\u00e0n']],\n '\u65b0\u4f20': [['x\u012bn'], ['zhu\u00e0n']],\n '\u5916\u4f20': [['w\u00e0i'], ['zhu\u00e0n']],\n '\u6b63\u4f20': [['zh\u00e8ng'], ['zhu\u00e0n']], '\u6c34\u6d52\u4f20': [['shu\u01d0'], ['h\u01d4'], ['zhu\u00e0n']]\n })\n\n def text_to_vocab_func(txt):\n pins = pypinyin.pinyin(txt)\n pins = [i[0] for i in pins]\n phones = []\n for pin in pins:\n if pin in self.phone_featurizer.vocab_array:\n phones += [pin]\n else:\n phones += list(pin)\n # print(phones)\n return phones\n\n self.text_to_vocab = text_to_vocab_func\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e04a69c5ceb81801a0a97e45ded8c53330ccbc76
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding:utf-8 -*- # coded by Vikas Kundu https://github.com/vikas-kundu # ------------------------------------------- import sys import getopt import time import config from lib.core.parse import banner from lib.core import util from lib.core import installer def options(): argv = sys.argv[1:] try: opts, args = getopt.getopt(argv, 'm:t:c:o:n:whi', ['mode','task','country','output','number','wizard','help','install']) if((len(sys.argv)==9) or (len(sys.argv)==2)): pass else: print("Error! Some parameter is missing please check!") time.sleep(2) banner.usage() sys.exit() except getopt.GetoptError as err: print(err) banner.usage() sys.exit(2) for (o, a) in opts: if(o in('-i','--install')): if(util.packages_check()==False): installer.start_install() else: print("Packages already installed!") sys.exit() elif (o in ('-w', '--wizard')): config.wizard=True elif o in ('-h','--help'): banner.usage() sys.exit() elif o in ('-m','--mode'): config.str_mode=str(a) elif o in ('-t','--task'): config.str_task=str(a) elif o in ('-c','--country'): config.str_country=str(a.lower().strip('"\'')) elif o in ('-o','--output'): config.str_output=str(a.strip('"\'')) elif o in ('-n','--number'): config.str_number=str(a.strip('"\'')) else: print("Something went wrong with argument parsing!") time.sleep(2) banner.usage() sys.exit()
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 54 ⚠️ Warnings: Unexpected indentation at line 5 Unexpected indentation at line 13 Unexpected indentation at line 17 Unexpected indentation at line 19 💡 Suggestions: Add closing quote at line 54 Line 18 too long (129 chars) - break into multiple lines Remove debug print() at line 22 before production
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 1
| 0
| 1,897
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python3\r\n# -*- coding:utf-8 -*-\r\n# coded by Vikas Kundu https://github.com/vikas-kundu\r\n# -------------------------------------------\r\n\r\nimport sys\r\nimport getopt\r\nimport time\r\nimport config\r\nfrom lib.core.parse import banner\r\nfrom lib.core import util\r\nfrom lib.core import installer\r\n\r\n\r\ndef options():\r\n argv = sys.argv[1:]\r\n try:\r\n opts, args = getopt.getopt(argv, 'm:t:c:o:n:whi', ['mode','task','country','output','number','wizard','help','install'])\r\n if((len(sys.argv)==9) or (len(sys.argv)==2)):\r\n pass\r\n else:\r\n print(\"Error! Some parameter is missing please check!\")\r\n time.sleep(2)\r\n banner.usage()\r\n sys.exit()\r\n \r\n except getopt.GetoptError as err:\r\n print(err)\r\n banner.usage()\r\n sys.exit(2)\r\n\r\n for (o, a) in opts:\r\n if(o in('-i','--install')):\r\n if(util.packages_check()==False):\r\n installer.start_install()\r\n else:\r\n print(\"Packages already installed!\")\r\n sys.exit()\r\n\r\n elif (o in ('-w', '--wizard')):\r\n config.wizard=True\r\n\r\n elif o in ('-h','--help'):\r\n banner.usage()\r\n sys.exit()\r\n\r\n elif o in ('-m','--mode'):\r\n config.str_mode=str(a)\r\n \r\n elif o in ('-t','--task'):\r\n config.str_task=str(a)\r\n \r\n elif o in ('-c','--country'):\r\n config.str_country=str(a.lower().strip('\"\\''))\r\n \r\n elif o in ('-o','--output'):\r\n config.str_output=str(a.strip('\"\\''))\r\n \r\n elif o in ('-n','--number'):\r\n config.str_number=str(a.strip('\"\\''))\r\n\r\n else:\r\n print(\"Something went wrong with argument parsing!\")\r\n time.sleep(2)\r\n banner.usage()\r\n sys.exit()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 54\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5\n Unexpected indentation at line 13\n Unexpected indentation at line 17\n Unexpected indentation at line 19\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 54\n Line 18 too long (129 chars) - break into multiple lines\n Remove debug print() at line 22 before production"}]
| false
| null | null | null |
e04ce14b43e2b6f0784e3b17efec18f6e25f76d2
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright 2013 - Mirantis, Inc. # Copyright 2015 - StackStorm, Inc. # Copyright 2015 - Huawei Technologies Co. Ltd # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from mistral import exceptions as exc from mistral.tests.unit import base from mistral.utils import ssh_utils from mistral_lib import utils class UtilsTest(base.BaseTest): def test_itersubclasses(self): class A(object): pass class B(A): pass class C(A): pass class D(C): pass self.assertEqual([B, C, D], list(utils.iter_subclasses(A))) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def test_paramiko_to_private_key(self): self.assertRaises( exc.DataAccessException, ssh_utils._to_paramiko_private_key, "../dir"
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 5
| 1,126
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright 2013 - Mirantis, Inc.\n# Copyright 2015 - StackStorm, Inc.\n# Copyright 2015 - Huawei Technologies Co. Ltd\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nfrom mistral import exceptions as exc\nfrom mistral.tests.unit import base\nfrom mistral.utils import ssh_utils\nfrom mistral_lib import utils\n\n\nclass UtilsTest(base.BaseTest):\n\n def test_itersubclasses(self):\n class A(object):\n pass\n\n class B(A):\n pass\n\n class C(A):\n pass\n\n class D(C):\n pass\n\n self.assertEqual([B, C, D], list(utils.iter_subclasses(A)))\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n def test_paramiko_to_private_key(self):\n self.assertRaises(\n exc.DataAccessException,\n ssh_utils._to_paramiko_private_key,\n \"../dir\""}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e04d583757322341dcf56eb5852389f9fd5b2748
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import xmltodict import json from .models import Tunein from .utils import _init_session from .Exceptions import APIException base_url = 'http://api.shoutcast.com' tunein_url = 'http://yp.shoutcast.com/{base}?id={id}' tuneins = [Tunein('/sbin/tunein-station.pls'), Tunein('/sbin/tunein-station.m3u'), Tunein('/sbin/tunein-station.xspf')] def call_api_xml(endpoint, params=None, session=None): session = _init_session(session) request_url = "{}{}".format(base_url, endpoint) response = session.get(request_url, params=params) if response.status_code == 200: response_as_dict = xmltodict.parse(response.content) api_response = response_as_dict.get('response') if api_response: api_status_code = int(api_response.get('statusCode')) message = "statusText:{}, statusDetailText:{}".format( api_response.get('statusText'), api_response.get('statusDetailText') ) raise APIException(message, code=api_status_code) return response_as_dict raise APIException(response.content, code=response.status_code) def call_api_json(endpoint, params=None, session=None): session = _init_session(session) request_url = "{}{}".format(base_url, endpoint) response = session.get(request_url, params=params) if response.status_code == 200: json_response = json.loads(response.content.decode('utf-8')) api_response = json_response.get('response') api_status_code = int(api_response.get('statusCode')) if api_status_code != 200: message = "statusText:{}, statusDetailText:{}".format( api_response.get('statusText'), api_response.get('statusDetailText', '') ) raise APIException(message, code=api_status_code) return json_response.get('response')['data'] raise APIException(response.reason, code=response.status_code) def call_api_tunein(station_id: int, session=None): session = _init_session(session) url = tunein_url.format(base=tuneins[2], id=station_id) response = session.get(url) if response.status_code == 200: api_response = xmltodict.parse(response.content.decode('utf-8')) return api_response raise APIException(response.reason, code=response.status_code) def call_api_tunein_any(base: Tunein, station_id: int, session=None): session = _init_session(session) url = tunein_url.format(base=base, id=station_id) response = session.get(url) if response.status_code == 200: return response.content.decode('utf-8') raise APIException(response.reason, code=response.status_code)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 4
| 0
| 2,660
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport xmltodict\nimport json\nfrom .models import Tunein\nfrom .utils import _init_session\nfrom .Exceptions import APIException\n\nbase_url = 'http://api.shoutcast.com'\ntunein_url = 'http://yp.shoutcast.com/{base}?id={id}'\n\ntuneins = [Tunein('/sbin/tunein-station.pls'), Tunein('/sbin/tunein-station.m3u'), Tunein('/sbin/tunein-station.xspf')]\n\n\ndef call_api_xml(endpoint, params=None, session=None):\n session = _init_session(session)\n request_url = \"{}{}\".format(base_url, endpoint)\n response = session.get(request_url, params=params)\n if response.status_code == 200:\n response_as_dict = xmltodict.parse(response.content)\n api_response = response_as_dict.get('response')\n\n if api_response:\n api_status_code = int(api_response.get('statusCode'))\n message = \"statusText:{}, statusDetailText:{}\".format(\n api_response.get('statusText'), api_response.get('statusDetailText')\n )\n raise APIException(message, code=api_status_code)\n\n return response_as_dict\n raise APIException(response.content, code=response.status_code)\n\n\ndef call_api_json(endpoint, params=None, session=None):\n session = _init_session(session)\n request_url = \"{}{}\".format(base_url, endpoint)\n response = session.get(request_url, params=params)\n if response.status_code == 200:\n json_response = json.loads(response.content.decode('utf-8'))\n\n api_response = json_response.get('response')\n api_status_code = int(api_response.get('statusCode'))\n\n if api_status_code != 200:\n message = \"statusText:{}, statusDetailText:{}\".format(\n api_response.get('statusText'), api_response.get('statusDetailText', '')\n )\n raise APIException(message, code=api_status_code)\n\n return json_response.get('response')['data']\n raise APIException(response.reason, code=response.status_code)\n\n\ndef call_api_tunein(station_id: int, session=None):\n session = _init_session(session)\n url = tunein_url.format(base=tuneins[2], id=station_id)\n response = session.get(url)\n if response.status_code == 200:\n api_response = xmltodict.parse(response.content.decode('utf-8'))\n return api_response\n raise APIException(response.reason, code=response.status_code)\n\n\ndef call_api_tunein_any(base: Tunein, station_id: int, session=None):\n session = _init_session(session)\n url = tunein_url.format(base=base, id=station_id)\n response = session.get(url)\n if response.status_code == 200:\n return response.content.decode('utf-8')\n raise APIException(response.reason, code=response.status_code)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e04da5eb604fc61099ea52110ba3398380247444
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.core.management.base import BaseCommand, no_translations from django.contrib.auth.models import Group from django.conf import settings import sys
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 161
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.core.management.base import BaseCommand, no_translations\n\nfrom django.contrib.auth.models import Group\n\nfrom django.conf import settings\n\nimport sys"}, {"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
|
e04ec585b764ff6cb1ec40221ed614d384e735f8
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright (c) 2010-2012 OpenStack Foundation # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or # implied. # See the License for the specific language governing permissions and # limitations under the License. """ Database code for Swift """ from contextlib import contextmanager, closing import hashlib import logging import os from uuid import uuid4 import sys import time import errno import six.moves.cPickle as pickle from swift import gettext_ as _ from tempfile import mkstemp from eventlet import sleep, Timeout import sqlite3 from swift.common.constraints import MAX_META_COUNT, MAX_META_OVERALL_SIZE from swift.common.utils import json, Timestamp, renamer, \ mkdirs, lock_parent_directory, fallocate from swift.common.exceptions import LockTimeout from swift.common.swob import HTTPBadRequest #: Whether calls will be made to preallocate disk space for database files. DB_PREALLOCATION = False #: Timeout for trying to connect to a DB BROKER_TIMEOUT = 25 #: Pickle protocol to use PICKLE_PROTOCOL = 2 #: Max number of pending entries PENDING_CAP = 131072 def utf8encode(*args): return [(s.encode('utf8') if isinstance(s, unicode) else s) for s in args] def utf8encodekeys(metadata): uni_keys = [k for k in metadata if isinstance(k, unicode)] for k in uni_keys: sv = metadata[k] del metadata[k] metadata[k.encode('utf-8')] = sv def _db_timeout(timeout, db_file, call): with LockTimeout(timeout, db_file): retry_wait = 0.001 while True: try: return call() except sqlite3.OperationalError as e: if 'locked' not in str(e): raise sleep(retry_wait) retry_wait = min(retry_wait * 2, 0.05) class DatabaseConnectionError(sqlite3.DatabaseError): """More friendly error messages for DB Errors.""" def __init__(self, path, msg, timeout=0): self.path = path self.timeout = timeout self.msg = msg def __str__(self): return 'DB connection error (%s, %s):\n%s' % ( self.path, self.timeout, self.msg) class DatabaseAlreadyExists(sqlite3.DatabaseError): """More friendly error messages for DB Errors.""" def __init__(self, path): self.path = path def __str__(self): return 'DB %s already exists' % self.path class GreenDBConnection(sqlite3.Connection): """SQLite DB Connection handler that plays well with eventlet.""" def __init__(self, database, timeout=None, *args, **kwargs): if timeout is None: timeout = BROKER_TIMEOUT ... [code truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 106: ... [code truncated] ... ⚠️ Warnings: Unexpected indentation at line 35 Unexpected indentation at line 56 Unexpected indentation at line 58 Unexpected indentation at line 59 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
advanced
|
api
|
debugging
|
Pythoncode:Python
| 8
| 3
| 3,033
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright (c) 2010-2012 OpenStack Foundation\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\"\"\" Database code for Swift \"\"\"\n\nfrom contextlib import contextmanager, closing\nimport hashlib\nimport logging\nimport os\nfrom uuid import uuid4\nimport sys\nimport time\nimport errno\nimport six.moves.cPickle as pickle\nfrom swift import gettext_ as _\nfrom tempfile import mkstemp\n\nfrom eventlet import sleep, Timeout\nimport sqlite3\n\nfrom swift.common.constraints import MAX_META_COUNT, MAX_META_OVERALL_SIZE\nfrom swift.common.utils import json, Timestamp, renamer, \\\n mkdirs, lock_parent_directory, fallocate\nfrom swift.common.exceptions import LockTimeout\nfrom swift.common.swob import HTTPBadRequest\n\n\n#: Whether calls will be made to preallocate disk space for database files.\nDB_PREALLOCATION = False\n#: Timeout for trying to connect to a DB\nBROKER_TIMEOUT = 25\n#: Pickle protocol to use\nPICKLE_PROTOCOL = 2\n#: Max number of pending entries\nPENDING_CAP = 131072\n\n\ndef utf8encode(*args):\n return [(s.encode('utf8') if isinstance(s, unicode) else s) for s in args]\n\n\ndef utf8encodekeys(metadata):\n uni_keys = [k for k in metadata if isinstance(k, unicode)]\n for k in uni_keys:\n sv = metadata[k]\n del metadata[k]\n metadata[k.encode('utf-8')] = sv\n\n\ndef _db_timeout(timeout, db_file, call):\n with LockTimeout(timeout, db_file):\n retry_wait = 0.001\n while True:\n try:\n return call()\n except sqlite3.OperationalError as e:\n if 'locked' not in str(e):\n raise\n sleep(retry_wait)\n retry_wait = min(retry_wait * 2, 0.05)\n\n\nclass DatabaseConnectionError(sqlite3.DatabaseError):\n \"\"\"More friendly error messages for DB Errors.\"\"\"\n\n def __init__(self, path, msg, timeout=0):\n self.path = path\n self.timeout = timeout\n self.msg = msg\n\n def __str__(self):\n return 'DB connection error (%s, %s):\\n%s' % (\n self.path, self.timeout, self.msg)\n\n\nclass DatabaseAlreadyExists(sqlite3.DatabaseError):\n \"\"\"More friendly error messages for DB Errors.\"\"\"\n\n def __init__(self, path):\n self.path = path\n\n def __str__(self):\n return 'DB %s already exists' % self.path\n\n\nclass GreenDBConnection(sqlite3.Connection):\n \"\"\"SQLite DB Connection handler that plays well with eventlet.\"\"\"\n\n def __init__(self, database, timeout=None, *args, **kwargs):\n if timeout is None:\n timeout = BROKER_TIMEOUT\n \n\n ... [code 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 106: ... [code truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 35\n Unexpected indentation at line 56\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
e04f5b24d6bd2e775a7ec943b8b4d08de4e402bf
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: class PropLimit(object): """Convenience class for storing prop limit. A prop limit is essentially a regex for validating the input to a given prop. For example, checking appropriate units are used or a value is within a certain range. Either ``regex`` or ``enum`` must be given when instantiating. If ``enum`` is given it will override whatever is given for ``regex`` and ``hint``. ``hint`` and ``default`` are both optional, but recommended, at least when using ``regex`` not ``enum``. Arguments: regex (str): Regex pattern that should match with valid values and not match with invalid values. hint (str): Useful hint for what valid value should look like, e.g. "Volume should be a number followed by volume units, e.g. '5 mL'." default (str): Default valid value. Should use standard units of the quantity involved, e.g. for volume, '0 mL'. enum (List[str]): List of values that the prop can take. This is used to automatically generate a regex from the list of allowed values. """ def __init__( self, regex: Optional[str] = None, hint: Optional[str] = '', default: Optional[str] = '', enum: Optional[List[str]] = [], ): if not regex and not enum: raise ValueError( 'Either `regex` or `enum` argument must be given.') self.default =
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 2 • Invalid syntax at line 32: self.default = Fixes: • Complete the expression on the last line • Add closing quote at line 2 • Review syntax near the error location
|
advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 3
| 1
| 1,446
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nclass PropLimit(object):\n \"\"\"Convenience class for storing prop limit. A prop limit is essentially a\n regex for validating the input to a given prop. For example, checking\n appropriate units are used or a value is within a certain range.\n\n Either ``regex`` or ``enum`` must be given when instantiating. If ``enum``\n is given it will override whatever is given for ``regex`` and ``hint``.\n ``hint`` and ``default`` are both optional, but recommended, at least when\n using ``regex`` not ``enum``.\n\n Arguments:\n regex (str): Regex pattern that should match with valid values and not\n match with invalid values.\n hint (str): Useful hint for what valid value should look like, e.g.\n \"Volume should be a number followed by volume units, e.g. '5 mL'.\"\n default (str): Default valid value. Should use standard units of the\n quantity involved, e.g. for volume, '0 mL'.\n enum (List[str]): List of values that the prop can take. This is used\n to automatically generate a regex from the list of allowed values.\n \"\"\"\n def __init__(\n self,\n regex: Optional[str] = None,\n hint: Optional[str] = '',\n default: Optional[str] = '',\n enum: Optional[List[str]] = [],\n ):\n if not regex and not enum:\n raise ValueError(\n 'Either `regex` or `enum` argument must be given.')\n\n self.default ="}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 2\n \u2022 Invalid syntax at line 32: self.default =\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 2\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
e0530a4b979886c9eec477ba716b7cb1d54f44a5
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: def getfullargspec(f): args, varargs, varkw, defaults = getargspec(f) kwonlyargs = [] kwonlydefaults = None annotations = getattr(f, '__annotations__', {}) return FullArgSpec(args, varargs, varkw, defaults, kwonlyargs, kwonlydefaults, annotations) def bindcallargs_leq32(_fUnCtIoN_, *args, **kwargs): """Binds arguments and keyword arguments to a function or method. Returns a tuple (bargs, bkwargs) suitable for manipulation and passing to the specified function. `bargs` consists of the bound args, varargs, and kwonlyargs from getfullargspec. `bkwargs` consists of the bound varkw from getfullargspec. Both can be used in a call to the specified function. Any default parameter values are included in the output. Examples -------- >>> def func(a, b=3, *args, **kwargs): ... pass >>> bindcallargs(func, 5) ((5, 3), {}) >>> bindcallargs(func, 5, 4, 3, 2, 1, hello='there') ((5, 4, 3, 2, 1), {'hello': 'there'}) >>> args, kwargs = bindcallargs(func, 5) >>> kwargs['b'] = 5 # overwrite default value for b >>> func(*args, **kwargs) """ # It is necessary to choose an unlikely variable name for the function. # The reason is that any kwarg by the same name will cause a TypeError # due to multiple values being passed for that argument name. func = _fUnCtIoN_ callargs = getcallargs(func, *args, **kwargs) spec = getfullargspec(func) # Construct all args and varargs and use them in bargs bargs = [callargs[arg] for arg in spec.args] if spec.varargs is not None: bargs.extend(callargs[spec.varargs]) bargs = tuple(bargs) # Start with kwonlyargs. bkwargs = {kwonlyarg: callargs[kwonlyarg] for kwonlyarg in spec.kwonlyargs} # Add in kwonlydefaults for unspecified kwonlyargs only. # Since keyword only arguements aren't allowed in python2, and we # don't support python 3.0, 3.1, 3.2, this should never be executed: if spec.kwonlydefaults is not None: # pragma: no cover bkwargs.update({k: v for k, v in spec.kwonlydefaults.items() if k not in bkwargs}) # Add in varkw. if spec.varkw is not None: bkwargs.update(callargs[spec.varkw]) return bargs, bkwargs def bindcallargs_geq33(_fUnCtIoN_, *args, **kwargs): # Should match functionality of bindcallargs_32 for Python > 3.3. sig = inspect.signature(_fUnCtIoN_) ba = sig.bind(*args, **kwargs) # Add in all default values for param in sig.parameters.values(): if param.name not in ba.arguments: ba.arguments[param.name] = param.default return ba.args, ba.kwargs if sys.version_info[0:2] < (3,3): bindcallargs = bindcallargs_leq32 else: bindcallargs = bindcallargs_geq33
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 11 IndentationError at line 1 ⚠️ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 6 💡 Suggestions: Add closing quote at line 11 Fix indentation to match Python syntax rules
|
intermediate
|
ui
|
debugging
|
Pythoncode:Python
| 3
| 0
| 2,863
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n def getfullargspec(f):\n args, varargs, varkw, defaults = getargspec(f)\n kwonlyargs = []\n kwonlydefaults = None\n annotations = getattr(f, '__annotations__', {})\n return FullArgSpec(args, varargs, varkw, defaults,\n kwonlyargs, kwonlydefaults, annotations)\n\n\ndef bindcallargs_leq32(_fUnCtIoN_, *args, **kwargs):\n \"\"\"Binds arguments and keyword arguments to a function or method.\n\n Returns a tuple (bargs, bkwargs) suitable for manipulation and passing\n to the specified function.\n\n `bargs` consists of the bound args, varargs, and kwonlyargs from\n getfullargspec. `bkwargs` consists of the bound varkw from getfullargspec.\n Both can be used in a call to the specified function. Any default\n parameter values are included in the output.\n\n Examples\n --------\n >>> def func(a, b=3, *args, **kwargs):\n ... pass\n\n >>> bindcallargs(func, 5)\n ((5, 3), {})\n\n >>> bindcallargs(func, 5, 4, 3, 2, 1, hello='there')\n ((5, 4, 3, 2, 1), {'hello': 'there'})\n\n >>> args, kwargs = bindcallargs(func, 5)\n >>> kwargs['b'] = 5 # overwrite default value for b\n >>> func(*args, **kwargs)\n\n \"\"\"\n # It is necessary to choose an unlikely variable name for the function.\n # The reason is that any kwarg by the same name will cause a TypeError\n # due to multiple values being passed for that argument name.\n func = _fUnCtIoN_\n\n callargs = getcallargs(func, *args, **kwargs)\n spec = getfullargspec(func)\n\n # Construct all args and varargs and use them in bargs\n bargs = [callargs[arg] for arg in spec.args]\n if spec.varargs is not None:\n bargs.extend(callargs[spec.varargs])\n bargs = tuple(bargs)\n\n # Start with kwonlyargs.\n bkwargs = {kwonlyarg: callargs[kwonlyarg] for kwonlyarg in spec.kwonlyargs}\n # Add in kwonlydefaults for unspecified kwonlyargs only.\n # Since keyword only arguements aren't allowed in python2, and we\n # don't support python 3.0, 3.1, 3.2, this should never be executed:\n if spec.kwonlydefaults is not None: # pragma: no cover\n bkwargs.update({k: v for k, v in spec.kwonlydefaults.items()\n if k not in bkwargs})\n # Add in varkw.\n if spec.varkw is not None:\n bkwargs.update(callargs[spec.varkw])\n\n return bargs, bkwargs\n\n\ndef bindcallargs_geq33(_fUnCtIoN_, *args, **kwargs):\n # Should match functionality of bindcallargs_32 for Python > 3.3.\n sig = inspect.signature(_fUnCtIoN_)\n ba = sig.bind(*args, **kwargs)\n # Add in all default values\n for param in sig.parameters.values():\n if param.name not in ba.arguments:\n ba.arguments[param.name] = param.default\n return ba.args, ba.kwargs\n\nif sys.version_info[0:2] < (3,3):\n bindcallargs = bindcallargs_leq32\nelse:\n bindcallargs = bindcallargs_geq33"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 11\n IndentationError at line 1\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 11\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
e0531fdc3eeb8a1247c13837ac5c2a532816fd2e
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # This Source Code Form is subject to the terms of the Mozilla Public # License, v. 2.0. If a copy of the MPL was not distributed with this # file, You can obtain one at http://mozilla.org/MPL/2.0/. import json import os import sys import time from marionette import MarionetteTestCase from marionette.by import By from marionette.errors import NoSuchElementException from marionette.errors import ElementNotVisibleException from marionette.errors import TimeoutException from marionette.errors import StaleElementException from marionette.errors import InvalidResponseException import mozdevice class LockScreen(object): def __init__(self, marionette): self.marionette = marionette js = os.path.abspath(os.path.join(__file__, os.path.pardir, 'atoms', "gaia_lock_screen.js")) self.marionette.import_script(js) @property def is_locked(self): self.marionette.switch_to_frame() return self.marionette.execute_script('window.wrappedJSObject.LockScreen.locked') def lock(self): self.marionette.switch_to_frame() result = self.marionette.execute_async_script('GaiaLockScreen.lock()') assert result, 'Unable to lock screen' def unlock(self): self.marionette.switch_to_frame() result = self.marionette.execute_async_script('GaiaLockScreen.unlock()') # Complete this line class GaiaApp(object): def __init__(self, origin=None, name=None, frame=None, src=None): self.frame = frame self.frame_id = frame self.src = src self.name = name self.origin = origin def __eq__(self, other): return self.__dict__ == other.__dict__ class GaiaApps(object): def __init__(self, marionette): self.marionette = marionette js = os.path.abspath(os.path.join(__file__, os.path.pardir, 'atoms', "gaia_apps.js")) self.marionette.import_script(js) def get_permission(self, app_name, permission_name): return self.marionette.execute_async_script("return GaiaApps.getPermission('%s', '%s')" % (app_name, permission_name)) def set_permission(self, app_name, permission_name, value): return self.marionette.execute_async_script("return GaiaApps.setPermission('%s', '%s', '%s')" % (app_name, permission_name, value)) def launch(self, name, switch_to_frame=True, url=None, launch_timeout=None): self.marionette.switch_to_frame() result = self.marionette.execute_async_script("GaiaApps.launchWithName('%s')" % name, script_timeout=launch_timeout) assert result, "Failed to launch app with name '%s'" % name app = GaiaApp(frame=result.get('frame'), src=result.get('src'), name=result.get('name'), origin=result.get('origin')) if app.frame_id is None: raise Exception("App failed to launch; there is no app frame") ... [code truncated] ...
|
The missing line is: assert result, 'Unable to unlock screen'
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 10
| 3
| 3,033
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# This Source Code Form is subject to the terms of the Mozilla Public\n# License, v. 2.0. If a copy of the MPL was not distributed with this\n# file, You can obtain one at http://mozilla.org/MPL/2.0/.\n\nimport json\nimport os\nimport sys\nimport time\n\nfrom marionette import MarionetteTestCase\nfrom marionette.by import By\nfrom marionette.errors import NoSuchElementException\nfrom marionette.errors import ElementNotVisibleException\nfrom marionette.errors import TimeoutException\nfrom marionette.errors import StaleElementException\nfrom marionette.errors import InvalidResponseException\nimport mozdevice\n\n\nclass LockScreen(object):\n\n def __init__(self, marionette):\n self.marionette = marionette\n js = os.path.abspath(os.path.join(__file__, os.path.pardir, 'atoms', \"gaia_lock_screen.js\"))\n self.marionette.import_script(js)\n\n @property\n def is_locked(self):\n self.marionette.switch_to_frame()\n return self.marionette.execute_script('window.wrappedJSObject.LockScreen.locked')\n\n def lock(self):\n self.marionette.switch_to_frame()\n result = self.marionette.execute_async_script('GaiaLockScreen.lock()')\n assert result, 'Unable to lock screen'\n\n def unlock(self):\n self.marionette.switch_to_frame()\n result = self.marionette.execute_async_script('GaiaLockScreen.unlock()')\n # Complete this line\n\n\nclass GaiaApp(object):\n\n def __init__(self, origin=None, name=None, frame=None, src=None):\n self.frame = frame\n self.frame_id = frame\n self.src = src\n self.name = name\n self.origin = origin\n\n def __eq__(self, other):\n return self.__dict__ == other.__dict__\n\n\nclass GaiaApps(object):\n\n def __init__(self, marionette):\n self.marionette = marionette\n js = os.path.abspath(os.path.join(__file__, os.path.pardir, 'atoms', \"gaia_apps.js\"))\n self.marionette.import_script(js)\n\n def get_permission(self, app_name, permission_name):\n return self.marionette.execute_async_script(\"return GaiaApps.getPermission('%s', '%s')\" % (app_name, permission_name))\n\n def set_permission(self, app_name, permission_name, value):\n return self.marionette.execute_async_script(\"return GaiaApps.setPermission('%s', '%s', '%s')\" %\n (app_name, permission_name, value))\n\n def launch(self, name, switch_to_frame=True, url=None, launch_timeout=None):\n self.marionette.switch_to_frame()\n result = self.marionette.execute_async_script(\"GaiaApps.launchWithName('%s')\" % name, script_timeout=launch_timeout)\n assert result, \"Failed to launch app with name '%s'\" % name\n app = GaiaApp(frame=result.get('frame'),\n src=result.get('src'),\n name=result.get('name'),\n origin=result.get('origin'))\n if app.frame_id is None:\n raise Exception(\"App failed to launch; there is no app frame\")\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n assert result, 'Unable to unlock screen'"}]
| false
| null | null | null |
e053d13d8a4cd7c86d2670f87f97133354905c98
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: def buttonClick(button): JS(""" var doc = button.ownerDocument; if (doc != null) { var evt = doc.createEvent('MouseEvents'); evt.initMouseEvent('click', true, true, null, 0, 0, 0, 0, 0, false, false, false, false, 0, null); button.dispatchEvent(evt); } """) def compare(elem1, elem2): JS(""" if (!elem1 && !elem2) { return true; } else if (!elem1 || !elem2) { return false; } if (!elem1.isSameNode) { return (elem1 == elem2); } return (elem1.isSameNode(elem2)); """) def eventGetButton(evt): JS(""" var button = evt.which; if(button == 2) { return 4; } else if (button == 3) { return 2; } else { return button || 0; } """) # This is what is in GWT 1.5 for getAbsoluteLeft. err... #""" # // We cannot use DOMImpl here because offsetLeft/Top return erroneous # // values when overflow is not visible. We have to difference screenX # // here due to a change in getBoxObjectFor which causes inconsistencies # // on whether the calculations are inside or outside of the element's # // border. # try { # return $doc.getBoxObjectFor(elem).screenX # - $doc.getBoxObjectFor($doc.documentElement).screenX; # } catch (e) { # // This works around a bug in the FF3 betas. The bug # // should be fixed before they release, so this can # // be removed at a later date. # // https://bugzilla.mozilla.org/show_bug.cgi?id=409111 # // DOMException.WRONG_DOCUMENT_ERR == 4 # if (e.code == 4) { # return 0; # } # throw e; # } #""" ... [5 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 2 Invalid syntax at line 60: ... [5 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 6 💡 Suggestions: Complete the expression on the last line Add closing quote at line 2 Review syntax near the error location
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 3
| 0
| 1,743
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\ndef buttonClick(button):\n JS(\"\"\"\n var doc = button.ownerDocument;\n if (doc != null) {\n var evt = doc.createEvent('MouseEvents');\n evt.initMouseEvent('click', true, true, null, 0, 0,\n 0, 0, 0, false, false, false, false, 0, null);\n button.dispatchEvent(evt);\n }\n \"\"\")\n\ndef compare(elem1, elem2):\n JS(\"\"\"\n if (!elem1 && !elem2) {\n return true;\n } else if (!elem1 || !elem2) {\n return false;\n }\n\tif (!elem1.isSameNode) {\n\t\treturn (elem1 == elem2);\n\t}\n return (elem1.isSameNode(elem2));\n \"\"\")\n\ndef eventGetButton(evt):\n JS(\"\"\"\n var button = evt.which;\n if(button == 2) {\n return 4;\n } else if (button == 3) {\n return 2;\n } else {\n return button || 0;\n }\n \"\"\")\n\n# This is what is in GWT 1.5 for getAbsoluteLeft. err...\n#\"\"\"\n# // We cannot use DOMImpl here because offsetLeft/Top return erroneous\n# // values when overflow is not visible. We have to difference screenX\n# // here due to a change in getBoxObjectFor which causes inconsistencies\n# // on whether the calculations are inside or outside of the element's\n# // border.\n# try {\n# return $doc.getBoxObjectFor(elem).screenX\n# - $doc.getBoxObjectFor($doc.documentElement).screenX;\n# } catch (e) {\n# // This works around a bug in the FF3 betas. The bug\n# // should be fixed before they release, so this can\n# // be removed at a later date.\n# // https://bugzilla.mozilla.org/show_bug.cgi?id=409111\n# // DOMException.WRONG_DOCUMENT_ERR == 4\n# if (e.code == 4) {\n# return 0;\n# }\n# throw e;\n# }\n#\"\"\"\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 2\n Invalid syntax at line 60: ... [5 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 2\n Review syntax near the error location"}]
| false
| null | null | null |
e053d242f75ab9ddd50217184c0c2cd558a9aad9
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.9.6 on 2016-06-10 21:25 from __future__ import unicode_literals from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('vendors', '0089_auto_20160602_21
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 11 • Unclosed '[' at line 10 - expected ']' Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 259
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.9.6 on 2016-06-10 21:25\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('vendors', '0089_auto_20160602_21"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 11\n \u2022 Unclosed '[' at line 10 - expected ']'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e05432743bd72af1411301793f19ae278f8a6b5a
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from depth_first_search import DFS def articulation_points(graph): n = len(graph) dfs = DFS(graph) order = [None] * n for i, x in enumerate(dfs.preorder): order[x] = i lower = order[:] for x in dfs.preorder[::-1]: for y in graph[x]: if y == dfs.parent[x]: continue lower[x] = min(lower[x], lower[y]) if len(dfs.children[0]) > 1: yield 0 for x in range(1, n): if any(order[x] <= lower[y] for y in dfs.children[x]): yield x
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 18 ✨ Improvements: Add docstring to function 'articulation_points'
|
intermediate
|
general
|
code_review
|
Pythoncode:Python
| 1
| 0
| 540
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom depth_first_search import DFS\n\n\ndef articulation_points(graph):\n n = len(graph)\n dfs = DFS(graph)\n order = [None] * n\n for i, x in enumerate(dfs.preorder):\n order[x] = i\n lower = order[:]\n for x in dfs.preorder[::-1]:\n for y in graph[x]:\n if y == dfs.parent[x]:\n continue\n lower[x] = min(lower[x], lower[y])\n if len(dfs.children[0]) > 1:\n yield 0\n for x in range(1, n):\n if any(order[x] <= lower[y] for y in dfs.children[x]):\n yield x"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 18\n\n\u2728 Improvements:\n Add docstring to function 'articulation_points'"}]
| false
| null | null | null |
e0543e59c4fcb122d63759114f58b779ede6cdce
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import pymongo from conf import Configuracoes class Mongo_Database: """ Singleton com a conexao com o MongoDB """ _instancia = None def __new__(cls, *args, **kwargs): if not(cls._instancia): cls._instancia = super(Mongo_Database, cls).__new__(cls, *args, **kwargs) return cls._instancia def __init__(self,): #pega a string de conexao no arquivo de configuracao string_conexao = Configuracoes().get_config("database", "string_connection") assert (string_conexao != ""), "String de conexao indefinida" try: self.mongo_client = pymongo.MongoClient(string_conexao) self.collection_filmes = self.mongo_client["popcorn_time"]["filmes"] # Complete this line except: raise Exception("Nao foi possivel se conectar ao B.D.") print("Conectado a", string_conexao) def grava_filmes(self, lista_filmes): #verifica se o filme ja existe #se nao existir, grava e adiciona a lista de novos filmes novos = [] try: for filme in lista_filmes: if (self.collection_filmes.count_documents({"_id": filme["_id"]}) == 0): self.collection_filmes.insert_one(filme) novos.append(filme) finally: return novos def grava_tweet(self, tweet_info): #grava o retorno dos tweets self.collection_tweets.insert_one(tweet_info)
|
The missing line is: self.collection_tweets = self.mongo_client["twitter_log"]["tweets"]
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 1
| 1,558
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport pymongo\nfrom conf import Configuracoes\n\nclass Mongo_Database:\n \"\"\" Singleton com a conexao com o MongoDB \"\"\"\n _instancia = None\n def __new__(cls, *args, **kwargs):\n if not(cls._instancia):\n cls._instancia = super(Mongo_Database, cls).__new__(cls, *args, **kwargs)\n return cls._instancia\n\n def __init__(self,):\n #pega a string de conexao no arquivo de configuracao\n string_conexao = Configuracoes().get_config(\"database\", \"string_connection\")\n assert (string_conexao != \"\"), \"String de conexao indefinida\"\n try:\n self.mongo_client = pymongo.MongoClient(string_conexao) \n self.collection_filmes = self.mongo_client[\"popcorn_time\"][\"filmes\"]\n # Complete this line\n except:\n raise Exception(\"Nao foi possivel se conectar ao B.D.\")\n print(\"Conectado a\", string_conexao)\n \n def grava_filmes(self, lista_filmes):\n #verifica se o filme ja existe\n #se nao existir, grava e adiciona a lista de novos filmes\n novos = []\n try:\n for filme in lista_filmes:\n if (self.collection_filmes.count_documents({\"_id\": filme[\"_id\"]}) == 0):\n self.collection_filmes.insert_one(filme)\n novos.append(filme)\n finally: \n return novos\n\n def grava_tweet(self, tweet_info):\n #grava o retorno dos tweets\n self.collection_tweets.insert_one(tweet_info)"}, {"role": "assistant", "content": "The missing line is:\n self.collection_tweets = self.mongo_client[\"twitter_log\"][\"tweets\"]"}]
| false
| null | null | null |
e055245acd2ad8d01c1ab4aacd02a9a0e3b9e3b6
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import machine import pycom import utime from exceptions import Exceptions class Sleep: @property def wakeReason(self): return machine.wake_reason()[0] @property def wakePins(self): return machine.wake_reason()[1] @property def powerOnWake(self): return self.wakeReason == machine.PWRON_WAKE @property def pinWake(self): return self.wakeReason == machine.PIN_WAKE @property def RTCWake(self): return self.wakeReason == machine.RTC_WAKE @property def ULPWake(self): return self.wakeReason == machine.ULP_WAKE @property def isSleepWake(self): return self.pinWake or self.RTCWake or self.ULPWake @property def activeTime(self): return self.__activeTime + utime.ticks_diff(utime.ticks_ms(), self.__activityStart) @property def inactiveTime(self): return self.__inactiveTime ACTIVE_TIME_KEY = 'activeTime' INACTIVE_TIME_KEY = 'inactiveTime' SLEEP_TIME_KEY = 'sleepTime' def __init__(self): self.__activityStart = utime.ticks_ms() self.__initPersistentVariable(Sleep.ACTIVE_TIME_KEY) self.__initPersistentVariable(Sleep.INACTIVE_TIME_KEY) if not self.powerOnWake: sleptTime = pycom.nvs_get(Sleep.SLEEP_TIME_KEY) - machine.remaining_sleep_time() pycom.nvs_set(Sleep.INACTIVE_TIME_KEY, pycom.nvs_get(Sleep.INACTIVE_TIME_KEY) + sleptTime) self.__activeTime = pycom.nvs_get(Sleep.ACTIVE_TIME_KEY) self.__inactiveTime = pycom.nvs_get(Sleep.INACTIVE_TIME_KEY) self.__wakeUpPins = [] def __initPersistentVariable(self, key, value=0): if (pycom.nvs_get(key) == None): pycom.nvs_set(key, value) def addWakeUpPin(self, pin): # P2, P3, P4, P6, P8 to P10 and P13 to P23 if isinstance(pin, list): self.__wakeUpPins.extend(pin) else: self.__wakeUpPins.append(pin) try: machine.pin_sleep_wakeup(self.__wakeUpPins, mode=machine.WAKEUP_ANY_HIGH, enable_pull=True) except Exception as e: Exceptions.error(Exception('Sleep not available: ' + str(e))) def resetTimers(self): pycom.nvs_set(Sleep.ACTIVE_TIME_KEY, 0) pycom.nvs_set(Sleep.INACTIVE_TIME_KEY, 0) def sleep(self, milliseconds=0): if milliseconds == 0: milliseconds = 604800000 # 1 week pycom.nvs_set(Sleep.SLEEP_TIME_KEY, milliseconds) pycom.nvs_set(Sleep.ACTIVE_TIME_KEY, self.activeTime + utime.ticks_diff(utime.ticks_ms(), self.__activityStart)) try: machine.deepsleep(milliseconds) except Exception as e: Exceptions.error(Exception('Deepsleep not available: ' + str(e))) def delay(self, milliseconds): utime.sleep_ms(milliseconds)
|
Syntax Analysis: Syntax Errors Found: • IndentationError at line 53 Fixes: • Fix indentation to match Python syntax rules
|
advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 15
| 1
| 2,949
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport machine\r\nimport pycom\r\nimport utime\r\n\r\nfrom exceptions import Exceptions\r\n\r\nclass Sleep:\r\n\r\n @property\r\n def wakeReason(self):\r\n return machine.wake_reason()[0]\r\n @property\r\n def wakePins(self):\r\n return machine.wake_reason()[1]\r\n @property\r\n def powerOnWake(self):\r\n return self.wakeReason == machine.PWRON_WAKE\r\n @property\r\n def pinWake(self):\r\n return self.wakeReason == machine.PIN_WAKE\r\n @property\r\n def RTCWake(self):\r\n return self.wakeReason == machine.RTC_WAKE\r\n @property\r\n def ULPWake(self):\r\n return self.wakeReason == machine.ULP_WAKE\r\n @property\r\n def isSleepWake(self):\r\n return self.pinWake or self.RTCWake or self.ULPWake\r\n\r\n @property\r\n def activeTime(self):\r\n return self.__activeTime + utime.ticks_diff(utime.ticks_ms(), self.__activityStart)\r\n @property\r\n def inactiveTime(self):\r\n return self.__inactiveTime\r\n\r\n ACTIVE_TIME_KEY = 'activeTime'\r\n INACTIVE_TIME_KEY = 'inactiveTime'\r\n SLEEP_TIME_KEY = 'sleepTime'\r\n\r\n def __init__(self):\r\n self.__activityStart = utime.ticks_ms()\r\n\r\n self.__initPersistentVariable(Sleep.ACTIVE_TIME_KEY)\r\n self.__initPersistentVariable(Sleep.INACTIVE_TIME_KEY)\r\n\r\n if not self.powerOnWake:\r\n sleptTime = pycom.nvs_get(Sleep.SLEEP_TIME_KEY) - machine.remaining_sleep_time()\r\n pycom.nvs_set(Sleep.INACTIVE_TIME_KEY, pycom.nvs_get(Sleep.INACTIVE_TIME_KEY) + sleptTime)\r\n\r\n self.__activeTime = pycom.nvs_get(Sleep.ACTIVE_TIME_KEY)\r\n self.__inactiveTime = pycom.nvs_get(Sleep.INACTIVE_TIME_KEY)\r\n self.__wakeUpPins = []\r\n\r\n\r\n def __initPersistentVariable(self, key, value=0):\r\n if (pycom.nvs_get(key) == None):\r\n pycom.nvs_set(key, value)\r\n\r\n\r\n def addWakeUpPin(self, pin):\r\n # P2, P3, P4, P6, P8 to P10 and P13 to P23\r\n if isinstance(pin, list):\r\n self.__wakeUpPins.extend(pin)\r\n else:\r\n self.__wakeUpPins.append(pin)\r\n\r\n try:\r\n machine.pin_sleep_wakeup(self.__wakeUpPins, mode=machine.WAKEUP_ANY_HIGH, enable_pull=True)\r\n except Exception as e:\r\n Exceptions.error(Exception('Sleep not available: ' + str(e)))\r\n\r\n def resetTimers(self):\r\n pycom.nvs_set(Sleep.ACTIVE_TIME_KEY, 0)\r\n pycom.nvs_set(Sleep.INACTIVE_TIME_KEY, 0)\r\n\r\n def sleep(self, milliseconds=0):\r\n if milliseconds == 0:\r\n milliseconds = 604800000 # 1 week\r\n\r\n pycom.nvs_set(Sleep.SLEEP_TIME_KEY, milliseconds)\r\n pycom.nvs_set(Sleep.ACTIVE_TIME_KEY, self.activeTime + utime.ticks_diff(utime.ticks_ms(), self.__activityStart))\r\n\r\n try:\r\n machine.deepsleep(milliseconds)\r\n except Exception as e:\r\n Exceptions.error(Exception('Deepsleep not available: ' + str(e)))\r\n\r\n def delay(self, milliseconds):\r\n utime.sleep_ms(milliseconds)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 IndentationError at line 53\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
e0553357877f320fcfcfc9bb4fdd3aa6b5cc2f78
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import torch import argparse from collections import defaultdict import os import json def load_predictions(input_path): pred_list = [] for file_name in os.listdir(input_path): if file_name.endswith('.pt'): preds = torch.load(os.path.join(input_path, file_name)) pred_list.extend(preds) question_scores = defaultdict(lambda: defaultdict(dict)) p_count = 0 u_count = 0 for prediction in pred_list: doc_pass_id = prediction['id'] q_p_id = prediction['question_id'] # score = prediction['pos_score'] score = prediction['pos_score'] - prediction['neg_score'] if doc_pass_id not in question_scores or
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 24: if doc_pass_id not in question_scores or Fixes: • Complete the expression on the last line • Review syntax near the error location
|
intermediate
|
ui
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 623
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\nimport torch\nimport argparse\nfrom collections import defaultdict\nimport os\nimport json\n\n\ndef load_predictions(input_path):\n\tpred_list = []\n\tfor file_name in os.listdir(input_path):\n\t\tif file_name.endswith('.pt'):\n\t\t\tpreds = torch.load(os.path.join(input_path, file_name))\n\t\t\tpred_list.extend(preds)\n\n\tquestion_scores = defaultdict(lambda: defaultdict(dict))\n\tp_count = 0\n\tu_count = 0\n\tfor prediction in pred_list:\n\t\tdoc_pass_id = prediction['id']\n\t\tq_p_id = prediction['question_id']\n\t\t# score = prediction['pos_score']\n\t\tscore = prediction['pos_score'] - prediction['neg_score']\n\t\tif doc_pass_id not in question_scores or"}, {"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 24: \t\tif doc_pass_id not in question_scores or\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
e0554c3395746111d418fbf380163f0e080e4265
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: casa = int(input('Qual o valor da casa? ')) sal = int(input('Qual seu salario? ')) prazo = int(input('Quantos meses deseja pagar ? '))
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 137
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ncasa = int(input('Qual o valor da casa? '))\r\nsal = int(input('Qual seu salario? '))\r\nprazo = int(input('Quantos meses deseja pagar ? '))"}, {"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
|
e055f89145eb203a0a63bfdad54931948d02ec37
|
TheStack--python--000.parquet
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.