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Fill in the in this Pythoncode:Python code: import unittest from reactivex import operators as ops from reactivex.testing import ReactiveTest, TestScheduler class TestSkip(unittest.TestCase): def test_skip_complete_after(self): scheduler = TestScheduler() xs = scheduler.create_hot_observable( on_next(70, 6), on_next(150, 4), on_next(210, 9), on_next(230, 13), on_next(270, 7), on_next(280, 1), on_next(300, -1), on_next(310, 3), on_next(340, 8), on_next(370, 11), on_next(410, 15), on_next(415, 16), on_next(460, 72), on_next(510, 76), on_next(560, 32), on_next(570, -100), on_next(580, -3), on_next(590, 5), on_next(630, 10), on_completed(690), ) def create(): return xs.pipe(ops.skip(20)) results = scheduler.start(create) assert results.messages == [on_completed(690)] assert xs.subscriptions == [subscribe(200, 690)] def test_skip_complete_same(self): scheduler = TestScheduler() xs = scheduler.create_hot_observable( on_next(70, 6), on_next(150, 4), on_next(210, 9), # Complete this line on_next(270, 7), on_next(280, 1), on_next(300, -1), on_next(310, 3), on_next(340, 8), on_next(370, 11), on_next(410, 15), on_next(415, 16), on_next(460, 72), on_next(510, 76), on_next(560, 32), on_next(570, -100), on_next(580, -3), on_next(590, 5), on_next(630, 10), on_completed(690), ) def create(): return xs.pipe(ops.skip(17)) results = scheduler.start(create) assert results.messages == [on_completed(690)] assert xs.subscriptions == [subscribe(200, 690)] def test_skip_complete_before(self): scheduler = TestScheduler() xs = scheduler.create_hot_observable( on_next(70, 6), on_next(150, 4), on_next(210, 9), on_next(230, 13), on_next(270, 7), on_next(280, 1), on_next(300, -1), on_next(310, 3), on_next(340, 8), on_next(370, 11), on_next(410, 15), on_next(415, 16), on_next(460, 72), on_next(510, 76), on_next(560, 32), on_next(570, -100), on_next(580, -3), on_next(590, 5), on_next(630, 10), on_completed(690), ) ... [13 more functiondefs truncated] ...
|
The missing line is: on_next(230, 13),
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 1
| 2,819
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport unittest\n\nfrom reactivex import operators as ops\nfrom reactivex.testing import ReactiveTest, TestScheduler\n\nclass TestSkip(unittest.TestCase):\n def test_skip_complete_after(self):\n scheduler = TestScheduler()\n xs = scheduler.create_hot_observable(\n on_next(70, 6),\n on_next(150, 4),\n on_next(210, 9),\n on_next(230, 13),\n on_next(270, 7),\n on_next(280, 1),\n on_next(300, -1),\n on_next(310, 3),\n on_next(340, 8),\n on_next(370, 11),\n on_next(410, 15),\n on_next(415, 16),\n on_next(460, 72),\n on_next(510, 76),\n on_next(560, 32),\n on_next(570, -100),\n on_next(580, -3),\n on_next(590, 5),\n on_next(630, 10),\n on_completed(690),\n )\n\n def create():\n return xs.pipe(ops.skip(20))\n\n results = scheduler.start(create)\n\n assert results.messages == [on_completed(690)]\n assert xs.subscriptions == [subscribe(200, 690)]\n\n def test_skip_complete_same(self):\n scheduler = TestScheduler()\n xs = scheduler.create_hot_observable(\n on_next(70, 6),\n on_next(150, 4),\n on_next(210, 9),\n # Complete this line\n on_next(270, 7),\n on_next(280, 1),\n on_next(300, -1),\n on_next(310, 3),\n on_next(340, 8),\n on_next(370, 11),\n on_next(410, 15),\n on_next(415, 16),\n on_next(460, 72),\n on_next(510, 76),\n on_next(560, 32),\n on_next(570, -100),\n on_next(580, -3),\n on_next(590, 5),\n on_next(630, 10),\n on_completed(690),\n )\n\n def create():\n return xs.pipe(ops.skip(17))\n\n results = scheduler.start(create)\n\n assert results.messages == [on_completed(690)]\n assert xs.subscriptions == [subscribe(200, 690)]\n\n def test_skip_complete_before(self):\n scheduler = TestScheduler()\n xs = scheduler.create_hot_observable(\n on_next(70, 6),\n on_next(150, 4),\n on_next(210, 9),\n on_next(230, 13),\n on_next(270, 7),\n on_next(280, 1),\n on_next(300, -1),\n on_next(310, 3),\n on_next(340, 8),\n on_next(370, 11),\n on_next(410, 15),\n on_next(415, 16),\n on_next(460, 72),\n on_next(510, 76),\n on_next(560, 32),\n on_next(570, -100),\n on_next(580, -3),\n on_next(590, 5),\n on_next(630, 10),\n on_completed(690),\n )\n\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n on_next(230, 13),"}]
| false
| null | null | null |
bcab57fb16b16bdb97e645f2dba9e5a2f1d7fa1f
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: def solve(n, red , blue): rcount = bcount = 0 for i in range(n): if int(red[i]) > int(blue[i]): rcount = rcount +1 elif int(red[i]) < int(blue[i]): bcount = bcount + 1 print( 'RED' if rcount>bcount else ('BLUE' if bcount>rcount else 'EQUAL')) if __name__ == "__main__": T = int(input()) for t in range(T): n = int(input()) red = input( blue = input() solve(n, red, blue)
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 17 - expected ')' • SyntaxError: '(' was never closed at line 17 Fixes: • Add closing ')' bracket • Review code syntax
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 467
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\n\n\ndef solve(n, red , blue):\n rcount = bcount = 0\n for i in range(n):\n if int(red[i]) > int(blue[i]):\n rcount = rcount +1\n elif int(red[i]) < int(blue[i]):\n bcount = bcount + 1\n print( 'RED' if rcount>bcount else ('BLUE' if bcount>rcount else 'EQUAL'))\n\nif __name__ == \"__main__\":\n T = int(input())\n for t in range(T):\n n = int(input())\n red = input(\n blue = input()\n solve(n, red, blue)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 17 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 17\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
bcab6a237bb88828d13a4bacbf608684ac108e0d
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Copyright 2014 Scopely, 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. """Start polling of SQS and metadata.""" import shudder.queue as queue import shudder.metadata as metadata from shudder.config import CONFIG import time import os import requests import signal import subprocess import sys if __name__ == '__main__': sqs_connection, sqs_queue = queue.create_queue() sns_connection, subscription_arn = queue.subscribe_sns(sqs_queue) def receive_signal(signum, stack): if signum in [1, 2, 3, 15]: print 'Caught signal %s, exiting.' % (str(signum)) queue.clean_up_sns(sns_connection, subscription_arn, sqs_queue) sys.exit() Error: SyntaxError / EOF
|
Fixed Code: # Copyright 2014 Scopely, 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. """Start polling of SQS and metadata.""" import shudder.queue as queue import shudder.metadata as metadata from shudder.config import CONFIG import time Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 1,189
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright 2014 Scopely, Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n\"\"\"Start polling of SQS and metadata.\"\"\"\nimport shudder.queue as queue\nimport shudder.metadata as metadata\nfrom shudder.config import CONFIG\n\nimport time\nimport os\nimport requests\nimport signal\nimport subprocess\nimport sys\n\nif __name__ == '__main__':\n sqs_connection, sqs_queue = queue.create_queue()\n sns_connection, subscription_arn = queue.subscribe_sns(sqs_queue)\n\n def receive_signal(signum, stack):\n if signum in [1, 2, 3, 15]:\n print 'Caught signal %s, exiting.' % (str(signum))\n queue.clean_up_sns(sns_connection, subscription_arn, sqs_queue)\n sys.exit()\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright 2014 Scopely, Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n\"\"\"Start polling of SQS and metadata.\"\"\"\nimport shudder.queue as queue\nimport shudder.metadata as metadata\nfrom shudder.config import CONFIG\n\nimport time\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bcab784b7b6a5cec70ca79e8907334431af7152b
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import autograd.numpy as np from pyCHAMP.wavefunction.wf_base import WF from pyCHAMP.optimizer.minimize import Minimize from pyCHAMP.sampler.metropolis import Metropolis from pyCHAMP.sampler.hamiltonian import Hamiltonian from pyCHAMP.solver.vmc import VMC class Hydrogen(WF): def __init__(self, nelec, ndim): WF.__init__(self, nelec, ndim) def values(self, parameters, pos: """ Compute the value of the wave function. Args: parameters : parameters of th wf x: position of the electron Returns: values of psi """ beta = parameters[0] if pos.ndim == 1: pos = pos.reshape(1, -1) r = np.sqrt(np.sum(pos**2, 1)) return 2*np.exp(-beta*r).reshape(-1, 1) def nuclear_potential(self, pos): r = np.sqrt(np.sum(pos**2, 1)) rm1 = - 1. / r return rm1.reshape(-1, 1) def electronic_potential(self, pos): return 0 if __name__ == "__main__": wf = Hydrogen(nelec=1, ndim=3) sampler = Metropolis(nwalkers=1000, nstep=1000, step_size=3, nelec=1, ndim=3, domain={'min': -5, 'max': 5}) sampler = Hamiltonian(nwalkers=1000, nstep=1000, step_size=3, nelec=1, ndim=3) optimizer = Minimize(method='bfgs', maxiter=25, tol=1E-4) # VMS solver vmc = VMC(wf=wf, sampler=sampler, optimizer=optimizer) # single point opt_param = [1.] pos, e, s = vmc.single_point(opt_param) print('Energy : ', e) print('Variance : ', s) vmc.plot_density(pos) # optimization init_param = [0.5] vmc.optimize(init_param) vmc.plot_history()
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 16 • Unclosed '(' at line 15 - expected ')' • Block at line 10 has no indented body Fixes: • Add closing quote at line 16 • Add closing ')' bracket • Review code syntax
|
advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 4
| 1
| 1,687
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport autograd.numpy as np\n\nfrom pyCHAMP.wavefunction.wf_base import WF\nfrom pyCHAMP.optimizer.minimize import Minimize\nfrom pyCHAMP.sampler.metropolis import Metropolis\nfrom pyCHAMP.sampler.hamiltonian import Hamiltonian\nfrom pyCHAMP.solver.vmc import VMC\n\n\nclass Hydrogen(WF):\n\n def __init__(self, nelec, ndim):\n WF.__init__(self, nelec, ndim)\n\n def values(self, parameters, pos:\n \"\"\" Compute the value of the wave function.\n\n Args:\n parameters : parameters of th wf\n x: position of the electron\n\n Returns: values of psi\n \"\"\"\n\n beta = parameters[0]\n if pos.ndim == 1:\n pos = pos.reshape(1, -1)\n\n r = np.sqrt(np.sum(pos**2, 1))\n return 2*np.exp(-beta*r).reshape(-1, 1)\n\n def nuclear_potential(self, pos):\n r = np.sqrt(np.sum(pos**2, 1))\n rm1 = - 1. / r\n return rm1.reshape(-1, 1)\n\n def electronic_potential(self, pos):\n return 0\n\n\nif __name__ == \"__main__\":\n\n wf = Hydrogen(nelec=1, ndim=3)\n sampler = Metropolis(nwalkers=1000, nstep=1000, step_size=3,\n nelec=1, ndim=3, domain={'min': -5, 'max': 5})\n sampler = Hamiltonian(nwalkers=1000, nstep=1000,\n step_size=3, nelec=1, ndim=3)\n optimizer = Minimize(method='bfgs', maxiter=25, tol=1E-4)\n\n # VMS solver\n vmc = VMC(wf=wf, sampler=sampler, optimizer=optimizer)\n\n # single point\n opt_param = [1.]\n pos, e, s = vmc.single_point(opt_param)\n print('Energy : ', e)\n print('Variance : ', s)\n vmc.plot_density(pos)\n\n # optimization\n init_param = [0.5]\n vmc.optimize(init_param)\n vmc.plot_history()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 16\n \u2022 Unclosed '(' at line 15 - expected ')'\n \u2022 Block at line 10 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 16\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
bcac6e3cd42df76570409abe5d700496d0e0e054
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from braintree.configuration import Configuration from braintree.resource import Resource class AccountUpdaterDailyReport(Resource): def __init__(self, gateway, attributes): Resource.__init__(self, gateway, attributes) if "report_url" in attributes: self.report_
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Block at line 4 has no indented body Fix: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 296
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom braintree.configuration import Configuration\nfrom braintree.resource import Resource\n\nclass AccountUpdaterDailyReport(Resource):\n\n def __init__(self, gateway, attributes):\n Resource.__init__(self, gateway, attributes)\n if \"report_url\" in attributes:\n self.report_"}, {"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 Block at line 4 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bcac914db6f36c54dadd0991d6bb9fbf2492dbe9
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pygame import pygame.gfxdraw from constants import Constants class Balls(object): def __init__(self, all_sprites, all_balls): self.all_sprites = all_sprites self.all_balls = all_balls def spawn_ball(self, pos, vel, team): # Todo: Figure out how to spawn multiple balls with some sort of delay ball = Ball(pos, vel, team) self.all_sprites.add(ball) self.all_balls.add(ball) def ball_test(self): print("This is a Ball Test!") print(self) def update(self): print(self.__dict__) print(type(self)) class Ball(pygame.sprite.Sprite): def __init__(self, pos, vel, team): super().__init__() self.color = team self.file = Constants.BALL_TEAMS[self.color] self.rad = int(Constants.BALL_SIZE/2) self.image = pygame.Surface([Constants.BALL_SIZE, Constants.BALL_SIZE], pygame.SRCALPHA) pygame.draw.circle(self.image, self.file, (self.rad, self.rad), self.rad) self.x_pos = pos[0] self.y_pos = pos[1] self.rect = self.image.get_rect(center=(self.x_pos, self.y_pos)) self.dx = vel[0] self.dy = vel[1] def update(self): self.check_boundary() self.x_pos += self.dx self.y_pos += self.dy self.rect.center = [self.x_pos, self.y_pos] # self.rect.center = pygame.mouse.get_pos() # has sprite follow the mouse def check_boundary(self): if not Constants.PLAYER_WIDTH <= self.x_pos <= (Constants.PLAYER_WIDTH+Constants.BOARD_WIDTH):
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Block at line 50 has no body - expected indented block • IndentationError at line 50 Fix: Add body to If block or use 'pass' statement
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 7
| 2
| 1,569
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pygame\nimport pygame.gfxdraw\nfrom constants import Constants\n\n\nclass Balls(object):\n def __init__(self, all_sprites, all_balls):\n self.all_sprites = all_sprites\n self.all_balls = all_balls\n\n def spawn_ball(self, pos, vel, team):\n # Todo: Figure out how to spawn multiple balls with some sort of delay\n ball = Ball(pos, vel, team)\n self.all_sprites.add(ball)\n self.all_balls.add(ball)\n\n def ball_test(self):\n print(\"This is a Ball Test!\")\n print(self)\n\n def update(self):\n print(self.__dict__)\n print(type(self))\n\n\nclass Ball(pygame.sprite.Sprite):\n def __init__(self, pos, vel, team):\n super().__init__()\n\n self.color = team\n self.file = Constants.BALL_TEAMS[self.color]\n self.rad = int(Constants.BALL_SIZE/2)\n self.image = pygame.Surface([Constants.BALL_SIZE, Constants.BALL_SIZE], pygame.SRCALPHA)\n pygame.draw.circle(self.image, self.file, (self.rad, self.rad), self.rad)\n\n self.x_pos = pos[0]\n self.y_pos = pos[1]\n self.rect = self.image.get_rect(center=(self.x_pos, self.y_pos))\n self.dx = vel[0]\n self.dy = vel[1]\n\n def update(self):\n self.check_boundary()\n self.x_pos += self.dx\n self.y_pos += self.dy\n self.rect.center = [self.x_pos, self.y_pos]\n # self.rect.center = pygame.mouse.get_pos() # has sprite follow the mouse\n\n def check_boundary(self):\n if not Constants.PLAYER_WIDTH <= self.x_pos <= (Constants.PLAYER_WIDTH+Constants.BOARD_WIDTH):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Block at line 50 has no body - expected indented block\n \u2022 IndentationError at line 50\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
bcae93da2c9dcb0c8765b93504dcb020462aad8e
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from pyqtgraph.Qt import QtCore, QtGui import numpy as np from scipy.spatial import distance as dist import glob import re import os from PyQt5 import QtGui from PyQt5.QtCore import * from PyQt5.QtGui import * import sys import cv2 import pandas as pd from PyQt5.Qt import * import pyqtgraph as pg #from PyQt4.Qt import * #%% class eggUI(QDialog): Error: SyntaxError / EOF
|
Fixed Code: from pyqtgraph.Qt import QtCore, QtGui import numpy as np from scipy.spatial import distance as dist import glob import re import os from PyQt5 import QtGui from PyQt5.QtCore import * from PyQt5.QtGui import * import sys import cv2 import pandas as pd from PyQt5.Qt import * import pyqtgraph as pg #from PyQt4.Qt import * #%% class eggUI(QDialog): ''' createOpenCVEggROI : take eggID defined ROIs and visualise Explanation: Complete the truncated code structure
|
advanced
|
ui
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 347
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom pyqtgraph.Qt import QtCore, QtGui\nimport numpy as np\nfrom scipy.spatial import distance as dist\nimport glob\nimport re\nimport os\nfrom PyQt5 import QtGui\nfrom PyQt5.QtCore import *\nfrom PyQt5.QtGui import *\nimport sys\nimport cv2\nimport pandas as pd\nfrom PyQt5.Qt import *\nimport pyqtgraph as pg\n#from PyQt4.Qt import *\n#%%\nclass eggUI(QDialog):\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom pyqtgraph.Qt import QtCore, QtGui\nimport numpy as np\nfrom scipy.spatial import distance as dist\nimport glob\nimport re\nimport os\nfrom PyQt5 import QtGui\nfrom PyQt5.QtCore import *\nfrom PyQt5.QtGui import *\nimport sys\nimport cv2\nimport pandas as pd\nfrom PyQt5.Qt import *\nimport pyqtgraph as pg\n#from PyQt4.Qt import *\n#%%\nclass eggUI(QDialog):\n '''\n createOpenCVEggROI : take eggID defined ROIs and visualise\n \n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bcaebabdfa8553517a45b393cf40eff654bc096f
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: frase = input('Digite uma frase: ').upper().strip().replace(' ', '') tamanho = int(len(frase)) inverso = '' #Opção mais simples: # inverso = frase[::-1] for contador in range(tamanho-1, -1, -1): inverso += frase[contador] ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: print('O inverso de {} é {}'.format(frase, inverso)) if frase == inverso: print('Temos um palíndromo!') else:
|
intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 228
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrase = input('Digite uma frase: ').upper().strip().replace(' ', '')\ntamanho = int(len(frase))\ninverso = ''\n\n#Op\u00e7\u00e3o mais simples:\n# inverso = frase[::-1]\n\nfor contador in range(tamanho-1, -1, -1):\n inverso += frase[contador]\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:\nprint('O inverso de {} \u00e9 {}'.format(frase, inverso))\n\nif frase == inverso:\n print('Temos um pal\u00edndromo!')\nelse:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bcaf2fd4c9457e78084e56f1b1fab3aa1985e417
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from unittest import TestCase from options.pricing.binomial_trees import BinomialTreePricer from options.option import OptionType, Option class BinomialTreeTestCase(TestCase): def test_basic(self): # Complete this line expiry 2 years, volatility 30% """ pricer = BinomialTreePricer(steps=100) option = Option(OptionType.PUT, 50, 52, 0.05, 2, 0.3) result = pricer.price_option(option) self.assertEqual(6.7781, result)
|
The missing line is: """European option, spot price 50, strike price 52, risk free interest rate 5%
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 540
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\nfrom unittest import TestCase\n\nfrom options.pricing.binomial_trees import BinomialTreePricer\nfrom options.option import OptionType, Option\n\n\nclass BinomialTreeTestCase(TestCase):\n\n def test_basic(self):\n # Complete this line\n expiry 2 years, volatility 30%\n \"\"\"\n pricer = BinomialTreePricer(steps=100)\n option = Option(OptionType.PUT, 50, 52, 0.05, 2, 0.3)\n result = pricer.price_option(option)\n self.assertEqual(6.7781, result)"}, {"role": "assistant", "content": "The missing line is:\n \"\"\"European option, spot price 50, strike price 52, risk free interest rate 5%"}]
| false
| null | null | null |
bcaf69ed2a6fded7e4b539b423940b33563b6d40
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import atexit import os import sys import platform import json import glob import datetime import time import threading import tkinter as tk from pynput import mouse from pathlib import Path from playsound import playsound from enum import Enum
|
import copy #"THE BEER-WARE LICENSE" (Revision 42): #bleach86 wrote this file. As long as you retain this notice you can do whatever you want with this stuff. #If we meet some day, and you think this stuff is worth it, you can buy me a beer in return ... [35 more functiondefs truncated] ...
|
intermediate
|
database
|
code_completion
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Pythoncode:Python
| 0
| 0
| 551
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport atexit\nimport os\nimport sys\nimport platform\nimport json\nimport glob\nimport datetime\nimport time\nimport threading\nimport tkinter as tk\nfrom pynput import mouse\nfrom pathlib import Path\nfrom playsound import playsound\nfrom enum import Enum"}, {"role": "assistant", "content": "\nimport copy\n\n#\"THE BEER-WARE LICENSE\" (Revision 42):\n#bleach86 wrote this file. As long as you retain this notice you can do whatever you want with this stuff. \n#If we meet some day, and you think this stuff is worth it, you can buy me a beer in return\n\n\n\n\n\n ... [35 more functiondefs truncated] ..."}]
| false
| null | null | null |
bcaf71bd0c6cd2298c1b67ea7ef95ddacb0851be
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """ Other useful structs """ from __future__ import absolute_import from collections import namedtuple """A topic and partition tuple Keyword Arguments: topic (str): A topic name partition (int): A partition id """ TopicPartition = namedtuple("TopicPartition", ["topic", "partition"]) """A Kafka broker metadata used by admin tools. Keyword Arguments: nodeID (int): The Kafka broker id. host (str): The Kafka broker hostname. port (int): The Kafka broker port. rack (str): The rack of the broker, which is used to in rack aware partition assignment for fault tolerance. Examples: `RACK1`, `us-east-1d`. Default: None """ BrokerMetadata = namedtuple("BrokerMetadata", ["nodeId", "host", "port", "rack"]) """A topic partition metadata describing the state in the MetadataResponse. Keyword Arguments: topic (str): The topic name of the partition this metadata relates to. partition (int): The id of the partition this metadata relates to. leader (int): The id of the broker that is the leader for the partition. replicas (List[int]): The ids of all brokers that contain replicas of the partition. isr (List[int]): The ids of all brokers that contain in-sync replicas of the partition. error (KafkaError): A KafkaError object associated with the request for this partition metadata. """ PartitionMetadata = namedtuple("PartitionMetadata", ["topic", "partition", "leader", "replicas", "isr", "error"]) """The Kafka offset commit API The Kafka offset commit API allows users to provide additional metadata (in the form of a string) when an offset is committed. This can be useful (for example) to store information about which node made the commit,
|
what time the commit was made, etc. Keyword Arguments: offset (int): The offset to be committed metadata (str): Non-null metadata """ OffsetAndMetadata = namedtuple("OffsetAndMetadata", # TODO add leaderEpoch: OffsetAndMetadata(offset, leaderEpoch, metadata) ["offset", "metadata"]) """An offset and timestamp tuple Keyword Arguments: offset (int): An offset timestamp (int): The timestamp associated to the offset """ OffsetAndTimestamp = namedtuple("OffsetAndTimestamp", ["offset", "timestamp"]) MemberInformation = namedtuple("MemberInformation", ["member_id", "client_id", "client_host", "member_metadata", "member_assignment"]) GroupInformation = namedtuple("GroupInformation", ["error_code", "group", "state", "protocol_type", "protocol", "members", "authorized_operations"]) """Define retry policy for async producer Keyword Arguments: Limit (int): Number of retries. limit >= 0, 0 means no retries backoff_ms (int): Milliseconds to backoff. retry_on_timeouts: """ RetryOptions = namedtuple("RetryOptions", ["limit", "backoff_ms", "retry_on_timeouts"])
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 2,927
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\" Other useful structs \"\"\"\nfrom __future__ import absolute_import\n\nfrom collections import namedtuple\n\n\n\"\"\"A topic and partition tuple\n\nKeyword Arguments:\n topic (str): A topic name\n partition (int): A partition id\n\"\"\"\nTopicPartition = namedtuple(\"TopicPartition\",\n [\"topic\", \"partition\"])\n\n\n\"\"\"A Kafka broker metadata used by admin tools.\n\nKeyword Arguments:\n nodeID (int): The Kafka broker id.\n host (str): The Kafka broker hostname.\n port (int): The Kafka broker port.\n rack (str): The rack of the broker, which is used to in rack aware\n partition assignment for fault tolerance.\n Examples: `RACK1`, `us-east-1d`. Default: None\n\"\"\"\nBrokerMetadata = namedtuple(\"BrokerMetadata\",\n [\"nodeId\", \"host\", \"port\", \"rack\"])\n\n\n\"\"\"A topic partition metadata describing the state in the MetadataResponse.\n\nKeyword Arguments:\n topic (str): The topic name of the partition this metadata relates to.\n partition (int): The id of the partition this metadata relates to.\n leader (int): The id of the broker that is the leader for the partition.\n replicas (List[int]): The ids of all brokers that contain replicas of the\n partition.\n isr (List[int]): The ids of all brokers that contain in-sync replicas of\n the partition.\n error (KafkaError): A KafkaError object associated with the request for\n this partition metadata.\n\"\"\"\nPartitionMetadata = namedtuple(\"PartitionMetadata\",\n [\"topic\", \"partition\", \"leader\", \"replicas\", \"isr\", \"error\"])\n\n\n\"\"\"The Kafka offset commit API\n\nThe Kafka offset commit API allows users to provide additional metadata\n(in the form of a string) when an offset is committed. This can be useful\n(for example) to store information about which node made the commit,"}, {"role": "assistant", "content": "\nwhat time the commit was made, etc.\n\nKeyword Arguments:\n offset (int): The offset to be committed\n metadata (str): Non-null metadata\n\"\"\"\nOffsetAndMetadata = namedtuple(\"OffsetAndMetadata\",\n # TODO add leaderEpoch: OffsetAndMetadata(offset, leaderEpoch, metadata)\n [\"offset\", \"metadata\"])\n\n\n\"\"\"An offset and timestamp tuple\n\nKeyword Arguments:\n offset (int): An offset\n timestamp (int): The timestamp associated to the offset\n\"\"\"\nOffsetAndTimestamp = namedtuple(\"OffsetAndTimestamp\",\n [\"offset\", \"timestamp\"])\n\nMemberInformation = namedtuple(\"MemberInformation\",\n [\"member_id\", \"client_id\", \"client_host\", \"member_metadata\", \"member_assignment\"])\n\nGroupInformation = namedtuple(\"GroupInformation\",\n [\"error_code\", \"group\", \"state\", \"protocol_type\", \"protocol\", \"members\", \"authorized_operations\"])\n\n\"\"\"Define retry policy for async producer\n\nKeyword Arguments:\n Limit (int): Number of retries. limit >= 0, 0 means no retries\n backoff_ms (int): Milliseconds to backoff.\n retry_on_timeouts:\n\"\"\"\nRetryOptions = namedtuple(\"RetryOptions\",\n [\"limit\", \"backoff_ms\", \"retry_on_timeouts\"])"}]
| false
| null | null | null |
bcb0236709da62fc588329e551c92b5fc621ffd9
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import cv2 from trackers.tracker import create_blob, add_new_blobs, remove_duplicates import numpy as np from collections impo
|
Syntax Analysis: Syntax Errors Found: • Invalid syntax at line 4: from collections impo Fixes: • Review syntax near the error location
|
intermediate
|
ui
|
syntax_repair
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Pythoncode:Python
| 0
| 0
| 126
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport cv2\nfrom trackers.tracker import create_blob, add_new_blobs, remove_duplicates\nimport numpy as np\nfrom collections impo"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Invalid syntax at line 4: from collections impo\n\n\n Fixes:\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bcb1c97f3222308944fcb2351152a564408ff396
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from flask import request from resources.api_view import ApiView from exceptions.invalid_usage_exception import InvalidUsageException from models.user.user import User from models.user.authenticated_user import AuthenticatedUser class MagicCastleAPI(ApiView): def get(self, user: User, hostname): if hostname: magic_castle = user.get_magic_castle_by_hostname(hostname) return magic_castle.dump_configuration() else: if type(user) == AuthenticatedUser: return [ { **magic_castle.dump_configuration(planned_only=True), "hostname": magic_castle.get_hostname(), "status": magic_castle.get_status().value, "freeipa_passwd": magic_castle.get_freeipa_passwd(), "owner": magic_castle.get_owner_username(), } for magic_castle in user.get_all_magic_castles() ] else: return [ { **magic_castle.dump_configuration(planned_only=True), "hostname": magic_castle.get_hostname(), "status": magic_castle.get_status().value, "freeipa_passwd": magic_castle.get_freeipa_passwd(), } for magic_castle in user.get_all_magic_castles() ] def post(self, user: User, hostname, apply=False): if apply: magic_castle = user.get_magic_castle_by_hostname(hostname) magic_castle.apply() return {} else: magic_castle = user.create_empty_magic_castle() json_data = request.get_json() if not json_data: raise InvalidUsageException("No json data was provided") magic_castle.set_configuration(json_data) magic_castle.plan_creation() return {} def put(self, user: User, hostname): magic_castle = user.get_magic_castle_by_hostname(hostname) json_data = request.get_json() if not json_data: raise InvalidUsageException("No json data was provided") magic_castle.set_configuration(json_data) magic_castle.plan_modification() return {} def delete(self, user: User, hostname): magic_castle = user.get_magic_castle_by_hostname(hostname) magic_castle.plan_destruction() return {}
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 16 Unexpected indentation at line 17 💡 Suggestions: Add docstring to class 'MagicCastleAPI' Add docstring to function 'put'
|
advanced
|
api
|
debugging
|
Pythoncode:Python
| 4
| 1
| 2,542
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom flask import request\nfrom resources.api_view import ApiView\nfrom exceptions.invalid_usage_exception import InvalidUsageException\nfrom models.user.user import User\nfrom models.user.authenticated_user import AuthenticatedUser\n\n\nclass MagicCastleAPI(ApiView):\n def get(self, user: User, hostname):\n if hostname:\n magic_castle = user.get_magic_castle_by_hostname(hostname)\n return magic_castle.dump_configuration()\n else:\n if type(user) == AuthenticatedUser:\n return [\n {\n **magic_castle.dump_configuration(planned_only=True),\n \"hostname\": magic_castle.get_hostname(),\n \"status\": magic_castle.get_status().value,\n \"freeipa_passwd\": magic_castle.get_freeipa_passwd(),\n \"owner\": magic_castle.get_owner_username(),\n }\n for magic_castle in user.get_all_magic_castles()\n ]\n else:\n return [\n {\n **magic_castle.dump_configuration(planned_only=True),\n \"hostname\": magic_castle.get_hostname(),\n \"status\": magic_castle.get_status().value,\n \"freeipa_passwd\": magic_castle.get_freeipa_passwd(),\n }\n for magic_castle in user.get_all_magic_castles()\n ]\n\n def post(self, user: User, hostname, apply=False):\n if apply:\n magic_castle = user.get_magic_castle_by_hostname(hostname)\n magic_castle.apply()\n return {}\n else:\n magic_castle = user.create_empty_magic_castle()\n json_data = request.get_json()\n if not json_data:\n raise InvalidUsageException(\"No json data was provided\")\n magic_castle.set_configuration(json_data)\n magic_castle.plan_creation()\n return {}\n\n def put(self, user: User, hostname):\n magic_castle = user.get_magic_castle_by_hostname(hostname)\n json_data = request.get_json()\n if not json_data:\n raise InvalidUsageException(\"No json data was provided\")\n\n magic_castle.set_configuration(json_data)\n magic_castle.plan_modification()\n return {}\n\n def delete(self, user: User, hostname):\n magic_castle = user.get_magic_castle_by_hostname(hostname)\n magic_castle.plan_destruction()\n return {}"}, {"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 16\n Unexpected indentation at line 17\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'MagicCastleAPI'\n Add docstring to function 'put'"}]
| false
| null | null | null |
bcb21686e2484863628d877e956c259a49e6e1be
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2018 Contributors to Hyperledger Sawtooth # # 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. # ----------------------------------------------------------------------------- """ Propose Role Add Member Test """ # pylint: disable=invalid-name import time import requests import pytest from rbac.common.logs import get_logger from tests.rbac import helper from tests.rbac.api.assertions import assert_api_error from tests.rbac.api.assertions import assert_api_success from tests.rbac.api.assertions import assert_api_post_requires_auth LOGGER = get_logger(__name__) @pytest.mark.api @pytest.mark.api_role def test_api_propose_role_member(): """ Test a user proposing to add themselves to a role """ owner = helper.api.user.current role = helper.api.role.create.new(user=owner) user = helper.api.user.current2 url = helper.api.role.member.propose.url(role_id=role["id"]) data = {"id": user["user_id"]} assert assert_api_post_requires_auth(url=url, json=data) response = requests.post( url=url, headers={"Authorization": user["token"]}, json=data ) result = assert_api_success(response) assert result["proposal_id"] time.sleep(0.5) # temporary until API refactored to return the proposal proposal = helper.api.proposal.get(result["proposal_id"], owner) assert proposal["id"] == result["proposal_id"] assert proposal["status"] == "OPEN" assert proposal["type"] == "ADD_ROLE_MEMBER" assert proposal["object"] == role["id"] assert proposal["target"] == user["user_id"] assert proposal["opener"] == user["user_id"] @pytest.mark.api @pytest.mark.api_role def test_api_propose_role_member_required_fields(): """ Test proposing adding a member to a role with missing fields """ role, _ = helper.api.role.current user = helper.api.user.create.current url = helper.api.role.member.propose.url(role_id=role["id"]) data = {} response = requests.post( url=url, headers={"Authorization": user["token"]}, json=data ) assert_api_error(response, "Bad Request: id field is required", 400)
|
Functions: test_api_propose_role_member, test_api_propose_role_member_required_fields This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 2,615
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2018 Contributors to Hyperledger Sawtooth\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\"\"\" Propose Role Add Member Test \"\"\"\n# pylint: disable=invalid-name\n\nimport time\nimport requests\nimport pytest\n\nfrom rbac.common.logs import get_logger\n\nfrom tests.rbac import helper\nfrom tests.rbac.api.assertions import assert_api_error\nfrom tests.rbac.api.assertions import assert_api_success\nfrom tests.rbac.api.assertions import assert_api_post_requires_auth\n\nLOGGER = get_logger(__name__)\n\n\n@pytest.mark.api\n@pytest.mark.api_role\ndef test_api_propose_role_member():\n \"\"\" Test a user proposing to add themselves to a role\n \"\"\"\n owner = helper.api.user.current\n role = helper.api.role.create.new(user=owner)\n user = helper.api.user.current2\n url = helper.api.role.member.propose.url(role_id=role[\"id\"])\n data = {\"id\": user[\"user_id\"]}\n assert assert_api_post_requires_auth(url=url, json=data)\n response = requests.post(\n url=url, headers={\"Authorization\": user[\"token\"]}, json=data\n )\n result = assert_api_success(response)\n assert result[\"proposal_id\"]\n time.sleep(0.5) # temporary until API refactored to return the proposal\n proposal = helper.api.proposal.get(result[\"proposal_id\"], owner)\n assert proposal[\"id\"] == result[\"proposal_id\"]\n assert proposal[\"status\"] == \"OPEN\"\n assert proposal[\"type\"] == \"ADD_ROLE_MEMBER\"\n assert proposal[\"object\"] == role[\"id\"]\n assert proposal[\"target\"] == user[\"user_id\"]\n assert proposal[\"opener\"] == user[\"user_id\"]\n\n\n@pytest.mark.api\n@pytest.mark.api_role\ndef test_api_propose_role_member_required_fields():\n \"\"\" Test proposing adding a member to a role with missing fields\n \"\"\"\n role, _ = helper.api.role.current\n user = helper.api.user.create.current\n url = helper.api.role.member.propose.url(role_id=role[\"id\"])\n data = {}\n response = requests.post(\n url=url, headers={\"Authorization\": user[\"token\"]}, json=data\n )\n assert_api_error(response, \"Bad Request: id field is required\", 400)"}, {"role": "assistant", "content": " Functions: test_api_propose_role_member, test_api_propose_role_member_required_fields\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
bcb26248e648d4d9b19d0a9ff813f2b53c5baabf
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import cv2 import os import numpy as np from PIL import Image def frame2video(im_dir, video_dir, fps): im_list = os.listdir(im_dir) im_list.sort(key=lambda x: int(x.replace("_RBPNF7", "").split('.')[0])) img = Image.open(os.path.join(im_dir, im_list[0])) img_size = img.size # 获得图片分辨率，im_dir文件夹下的图片分辨率需要一致 fourcc = cv2.VideoWriter_fourcc(*'XVID') videoWriter = cv2.VideoWriter(video_dir, fourcc, fps, img_size) for i in im_list: # Complete this line frame = cv2.imdecode(np.fromfile(im_name, dtype=np.uint8), -1) videoWriter.write(frame) videoWriter.release() if __name__ == '__main__': im_dir = '/media/hy/Seagate Expansion Drive/Results/merge_dir/' # 帧存放路径 video_dir = '/media/hy/Seagate Expansion Drive/Results/sandy.mp4' # 合成视频存放的路径 fps = 15 # 帧率 frame2video(im_dir, video_dir, fps)
|
The missing line is: im_name = os.path.join(im_dir + i)
|
intermediate
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 881
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport cv2\nimport os\nimport numpy as np\nfrom PIL import Image\n\n\ndef frame2video(im_dir, video_dir, fps):\n im_list = os.listdir(im_dir)\n im_list.sort(key=lambda x: int(x.replace(\"_RBPNF7\", \"\").split('.')[0]))\n img = Image.open(os.path.join(im_dir, im_list[0]))\n img_size = img.size # \u83b7\u5f97\u56fe\u7247\u5206\u8fa8\u7387\uff0cim_dir\u6587\u4ef6\u5939\u4e0b\u7684\u56fe\u7247\u5206\u8fa8\u7387\u9700\u8981\u4e00\u81f4\n fourcc = cv2.VideoWriter_fourcc(*'XVID')\n videoWriter = cv2.VideoWriter(video_dir, fourcc, fps, img_size)\n for i in im_list:\n # Complete this line\n frame = cv2.imdecode(np.fromfile(im_name, dtype=np.uint8), -1)\n videoWriter.write(frame)\n videoWriter.release()\n\n\nif __name__ == '__main__':\n im_dir = '/media/hy/Seagate Expansion Drive/Results/merge_dir/' # \u5e27\u5b58\u653e\u8def\u5f84\n video_dir = '/media/hy/Seagate Expansion Drive/Results/sandy.mp4' # \u5408\u6210\u89c6\u9891\u5b58\u653e\u7684\u8def\u5f84\n fps = 15 # \u5e27\u7387\n frame2video(im_dir, video_dir, fps)"}, {"role": "assistant", "content": "The missing line is:\n im_name = os.path.join(im_dir + i)"}]
| false
| null | null | null |
bcb2a48f3534ac05974fe4c223430ebf965fdf0b
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- def get_model_compute_info(model, input_res, print_per_layer_stat=False, input_constructor=None, ost=sys.stdout, verbose=False, ignore_modules=[], custom_modules_hooks={}): assert type(input_res) is tuple assert len(input_res) >= 1 assert isinstance(model, nn.Module) global CUSTOM_MODULES_MAPPING CUSTOM_MODULES_MAPPING = custom_modules_hooks compute_model = add_computing_methods(model) compute_model.eval() compute_model.start_compute(ost=ost, verbose=verbose, ignore_list=ignore_modules) if input_constructor: input = input_constructor(input_res) _ = compute_model(**input) else: try: batch = torch.ones(()).new_empty((1, *input_res), dtype=next(compute_model.parameters()).dtype, device=next(compute_model.parameters()).device) except StopIteration: batch = torch.ones(()).new_empty((1, *input_res)) _ = compute_model(batch) flops_count, mac_count, params_count = compute_model.compute_average_compute_cost() if print_per_layer_stat: print_model_with_compute(compute_model, flops_count, mac_count, params_count, ost=ost) compute_model.stop_compute() CUSTOM_MODULES_MAPPING = {} tb = pt.PrettyTable() tb.field_names = ['Metrics', 'Value'] tb.add_row(['%s' %'Floating Point Operations (FLOPs)', '%8s' %to_string(flops_count)]) tb.add_row(['%s' %'Memory Access Cost (MAC)', '%8s' %to_string(mac_count)]) tb.add_row(['%s' %'Number of Parameters', '%8s' %to_string(params_count)]) print(tb) return flops_count, mac_count, params_count def to_string(params_num, units=None, precision=3): if units is None: if params_num // 10**9 > 0: return str(round(params_num / 10**9, 3)) + ' G' elif params_num // 10**6 > 0: return str(round(params_num / 10**6, 3)) + ' M' elif params_num // 10**3 > 0: return str(round(params_num / 10**3, 3)) + ' K' else: return str(params_num) else: if units == 'G': return str(round(params_num / 10**9, precision)) + ' ' + units if units == 'M': return str(round(params_num / 10**6, precision)) + ' ' + units elif units == 'K': return str(round(params_num / 10**3, precision)) + ' ' + units else: return str(params_num) def print_model_with_compute(model, total_flops, total_mac, total_params, units='M', precision=3, ost=
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 68 - expected ')' • SyntaxError: '(' was never closed at line 68 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 2,769
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\ndef get_model_compute_info(model, input_res,\n print_per_layer_stat=False,\n input_constructor=None, ost=sys.stdout,\n verbose=False, ignore_modules=[],\n custom_modules_hooks={}):\n assert type(input_res) is tuple\n assert len(input_res) >= 1\n assert isinstance(model, nn.Module)\n \n global CUSTOM_MODULES_MAPPING\n CUSTOM_MODULES_MAPPING = custom_modules_hooks\n compute_model = add_computing_methods(model)\n compute_model.eval()\n compute_model.start_compute(ost=ost, verbose=verbose, ignore_list=ignore_modules)\n if input_constructor:\n input = input_constructor(input_res)\n _ = compute_model(**input)\n else:\n try:\n batch = torch.ones(()).new_empty((1, *input_res),\n dtype=next(compute_model.parameters()).dtype,\n device=next(compute_model.parameters()).device)\n except StopIteration:\n batch = torch.ones(()).new_empty((1, *input_res))\n\n _ = compute_model(batch)\n\n flops_count, mac_count, params_count = compute_model.compute_average_compute_cost()\n \n if print_per_layer_stat:\n print_model_with_compute(compute_model, flops_count, mac_count, params_count, ost=ost)\n compute_model.stop_compute()\n CUSTOM_MODULES_MAPPING = {}\n \n tb = pt.PrettyTable()\n tb.field_names = ['Metrics', 'Value']\n tb.add_row(['%s' %'Floating Point Operations (FLOPs)', '%8s' %to_string(flops_count)])\n tb.add_row(['%s' %'Memory Access Cost (MAC)', '%8s' %to_string(mac_count)])\n tb.add_row(['%s' %'Number of Parameters', '%8s' %to_string(params_count)])\n print(tb)\n \n return flops_count, mac_count, params_count\n\n\ndef to_string(params_num, units=None, precision=3):\n if units is None:\n if params_num // 10**9 > 0:\n return str(round(params_num / 10**9, 3)) + ' G'\n elif params_num // 10**6 > 0:\n return str(round(params_num / 10**6, 3)) + ' M'\n elif params_num // 10**3 > 0:\n return str(round(params_num / 10**3, 3)) + ' K'\n else:\n return str(params_num)\n else:\n if units == 'G':\n return str(round(params_num / 10**9, precision)) + ' ' + units\n if units == 'M':\n return str(round(params_num / 10**6, precision)) + ' ' + units\n elif units == 'K':\n return str(round(params_num / 10**3, precision)) + ' ' + units\n else:\n return str(params_num)\n\n\ndef print_model_with_compute(model, total_flops, total_mac, total_params, units='M',\n precision=3, ost="}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 68 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 68\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
bcb332026597a8538e3390f5b54de4be3aa00f42
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # SPDX-License-Identifier: MIT # Copyright (C) 2019-2020 Tobias Gruetzmacher # Copyright (C) 2019-2020 Daniel Ring from ..scraper import _ParserScraper from ..helpers import indirectStarter class Derideal(_ParserScraper): baseUrl = 'https://www.derideal.com/' imageSearch = '//img[contains(@class, "comic-page")]' prevSearch = '//a[i[contains(@class, "fa-angle-left")]]' latestSearch = '//a[i[contains(@class, "fa-angle-double-right")]]' starter = indirectStarter def __init__(self, name, sub, first, last=None): if name == 'Derideal': super(Derideal, self).__init__(name) else: super(Derideal, self).__init__('Derideal/' + name) self.url = self.baseUrl + sub self.stripUrl = self.url + '/%s/' self.firstStripUrl = self.stripUrl % first self.startUrl = self.firstStripUrl if last: self.endOfLife = True def starter(self): indexPage = self.getPage(self.url) self.chapters = indexPage.xpath('//a[contains(text(), "Read this episode")]/@href') self.currentChapter = len(self.chapters) return indirectStarter(self) def namer(self, imageUrl, pageUrl): filename = pageUrl.rstrip('/').rsplit('/', 1)[-1] filename = filename.replace('espanol-escape-25', 'escape-26') filename = filename.replace('espanol-w-a-l-l-y', 'w-a-l-l-y') filename = filename.replace('hogar-prision', 'home-prison') ... code continues ...
|
Completion: Missing: Function 'namer' is incomplete - body truncated To complete: • Complete the function 'namer' body and add missing return Example continuation: filename = filename.replace('strip', 'pe').replace('purpurina-effect', 'pe') filename = filename.replace('sector-de-seguridad', 'security-sector') filename = 'ch' + str(self.currentChapter) + '-' + filename if pageUrl in self.chapters: self.currentChapter -= 1
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 1,475
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# SPDX-License-Identifier: MIT\n# Copyright (C) 2019-2020 Tobias Gruetzmacher\n# Copyright (C) 2019-2020 Daniel Ring\nfrom ..scraper import _ParserScraper\nfrom ..helpers import indirectStarter\n\n\nclass Derideal(_ParserScraper):\n baseUrl = 'https://www.derideal.com/'\n imageSearch = '//img[contains(@class, \"comic-page\")]'\n prevSearch = '//a[i[contains(@class, \"fa-angle-left\")]]'\n latestSearch = '//a[i[contains(@class, \"fa-angle-double-right\")]]'\n starter = indirectStarter\n\n def __init__(self, name, sub, first, last=None):\n if name == 'Derideal':\n super(Derideal, self).__init__(name)\n else:\n super(Derideal, self).__init__('Derideal/' + name)\n\n self.url = self.baseUrl + sub\n self.stripUrl = self.url + '/%s/'\n self.firstStripUrl = self.stripUrl % first\n self.startUrl = self.firstStripUrl\n\n if last:\n self.endOfLife = True\n\n def starter(self):\n indexPage = self.getPage(self.url)\n self.chapters = indexPage.xpath('//a[contains(text(), \"Read this episode\")]/@href')\n self.currentChapter = len(self.chapters)\n return indirectStarter(self)\n\n def namer(self, imageUrl, pageUrl):\n filename = pageUrl.rstrip('/').rsplit('/', 1)[-1]\n filename = filename.replace('espanol-escape-25', 'escape-26')\n filename = filename.replace('espanol-w-a-l-l-y', 'w-a-l-l-y')\n filename = filename.replace('hogar-prision', 'home-prison')\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'namer' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'namer' body and add missing return\n\n Example continuation:\n filename = filename.replace('strip', 'pe').replace('purpurina-effect', 'pe')\n filename = filename.replace('sector-de-seguridad', 'security-sector')\n filename = 'ch' + str(self.currentChapter) + '-' + filename\n if pageUrl in self.chapters:\n self.currentChapter -= 1"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
bcb33dd64b91d776f626dc908c114e472e82874d
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: def add(): list = [8, 2, 3, 0, 7] total = 0; for i in range(0, len(list)): total = total + list[i] print('Sum of all elements in given list: ', total) if __name__ == '__main__': add() print() # another method def sum_list(): mylist = [8, 2, 3, 0, 7] # Using inbuilt sum method total = sum(mylist) print("Sum of all elements in given list1: ", total) if __name__ == '__main__': sum_list() print() def multiplylist(): list_multiply = [8, 2, 3, -1, 7] total = 1; for x in list_multiply: total = total * x print(total) if __name__ == '__main__': multiplylist() # Method 2: Unsing numpy.prid() ^ Install numpy package import numpy def product_total(): list_product = [8, 2, 3, -1, 7] total = numpy.prod(list_product) print("Another method using numpy method to find product in list: ", total) product_total() print() def findingminmax(num1: int, num2: int, num3: int) -> int: max = 0; if (num1 > num2 and num1 > num2): max = num1 elif (num2 > num1 and num2 > num3): max = num2 else: max = num3 print("The maximum number in given list is: ", max) findingminmax(22, 26, 30) print() print("Another Method to find maximum") def findingmaximum(num1: int, num2: int, num3: int) -> int:
|
find_max_list = (num1, num2, num3) return max(find_max_list) x = int(input("Enter your first Number: ")) y = int(input("Enter your second Number: ")) z = int(input("Enter your third Number: ")) print("Maximum number is ::>", findingmaximum(x, y, z)) """Python program to print the even numbers from a given list""" def find_even(): sample_list = [1, 2, 3, 4, 5, 6, 7, 8, 9] for num in sample_list: if num % 2 == 0: print(num, end=" ") find_even() print() """ Pythhon program to find prime numbers in given list Function should return true if the number is prime; else false """ def isPrime(num): if (num < 2): return True for i in range (2, num//2+1): if(num%i==0): return False return True number =int(input("Enter the number you will like to check whether the number is prime or not: \n")) if isPrime(number): print(number, "is a Prime Number") else: print(number, "is not a Prime number") """ Another Method to find prime number """
|
advanced
|
ui
|
code_completion
|
Pythoncode:Python
| 8
| 0
| 2,383
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\ndef add():\n list = [8, 2, 3, 0, 7]\n\n total = 0;\n\n for i in range(0, len(list)):\n total = total + list[i]\n print('Sum of all elements in given list: ', total)\n\n\nif __name__ == '__main__':\n add()\nprint()\n\n\n# another method\n\ndef sum_list():\n mylist = [8, 2, 3, 0, 7]\n\n # Using inbuilt sum method\n total = sum(mylist)\n\n print(\"Sum of all elements in given list1: \", total)\n\n\nif __name__ == '__main__':\n sum_list()\nprint()\n\n\ndef multiplylist():\n list_multiply = [8, 2, 3, -1, 7]\n total = 1;\n\n for x in list_multiply:\n total = total * x\n\n print(total)\n\n\nif __name__ == '__main__':\n multiplylist()\n\n# Method 2: Unsing numpy.prid() ^ Install numpy package\n\nimport numpy\n\n\ndef product_total():\n list_product = [8, 2, 3, -1, 7]\n\n total = numpy.prod(list_product)\n\n print(\"Another method using numpy method to find product in list: \", total)\n\n\nproduct_total()\n\nprint()\n\n\ndef findingminmax(num1: int, num2: int, num3: int) -> int:\n max = 0;\n\n if (num1 > num2 and num1 > num2):\n max = num1\n elif (num2 > num1 and num2 > num3):\n max = num2\n else:\n max = num3\n\n print(\"The maximum number in given list is: \", max)\n\n\nfindingminmax(22, 26, 30)\n\nprint()\nprint(\"Another Method to find maximum\")\n\n\ndef findingmaximum(num1: int, num2: int, num3: int) -> int:"}, {"role": "assistant", "content": "\n find_max_list = (num1, num2, num3)\n\n return max(find_max_list)\n\n\nx = int(input(\"Enter your first Number: \"))\n\ny = int(input(\"Enter your second Number: \"))\n\nz = int(input(\"Enter your third Number: \"))\n\nprint(\"Maximum number is ::>\", findingmaximum(x, y, z))\n\n\n\"\"\"Python program to print the even numbers from a given list\"\"\"\n\ndef find_even():\n sample_list = [1, 2, 3, 4, 5, 6, 7, 8, 9]\n\n for num in sample_list:\n\n if num % 2 == 0:\n print(num, end=\" \")\n\nfind_even()\n\nprint()\n\"\"\"\nPythhon program to find prime numbers in given list\nFunction should return true if the number is prime; else false\n\"\"\"\n\ndef isPrime(num):\n\n if (num < 2):\n return True\n\n for i in range (2, num//2+1):\n if(num%i==0):\n return False\n return True\n\nnumber =int(input(\"Enter the number you will like to check whether the number is prime or not: \\n\"))\n\nif isPrime(number):\n print(number, \"is a Prime Number\")\nelse:\n print(number, \"is not a Prime number\")\n\n\n\"\"\"\nAnother Method to find prime number\n\"\"\""}]
| false
| null | null | null |
bcb3b617387a63312fcb662d0698c65cf437acee
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # coding: utf-8 import click @click.command() @click.option('--carrier', prompt='Carrier ID', help='Example: "ect" for Correios') @click.option('--object-id', prompt='Object ID', help='Example: PN871429404BR') def main(carrier, object_id): from trackr import Trackr from trackr.exceptions import PackageNotFound try: p = Trackr.track(carrier, object_id) except PackageNotFound as e: click.echo(click.style( u'Package with object ID {} ({}) not found'.format( object_id, carrier), fg='red') ) if e.carrier_message:
|
click.echo(click.style( u'Carrier message: {}'.format(e.carrier_message), fg='red',) ) return click.echo(click.style(u'Package found!', fg='green')) for t in p.tracking_info: click.echo(t.__unicode__()) if __name__ == "__main__": main()
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 945
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# coding: utf-8\nimport click\n\n\n@click.command()\n@click.option('--carrier', prompt='Carrier ID', help='Example: \"ect\" for Correios')\n@click.option('--object-id', prompt='Object ID',\n help='Example: PN871429404BR')\ndef main(carrier, object_id):\n from trackr import Trackr\n from trackr.exceptions import PackageNotFound\n\n try:\n p = Trackr.track(carrier, object_id)\n except PackageNotFound as e:\n click.echo(click.style(\n u'Package with object ID {} ({}) not found'.format(\n object_id, carrier),\n fg='red')\n )\n\n if e.carrier_message:"}, {"role": "assistant", "content": "\n click.echo(click.style(\n u'Carrier message: {}'.format(e.carrier_message),\n fg='red',)\n )\n return\n\n click.echo(click.style(u'Package found!', fg='green'))\n\n for t in p.tracking_info:\n click.echo(t.__unicode__())\n\n\nif __name__ == \"__main__\":\n main()"}]
| false
| null | null | null |
bcb3deb24bc63c8049391df8c67ec2a72c8f437a
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from enum import Enum, auto from subprocess import CalledProcessError, run from pitop.common.command_runner import run_command from pitop.common.logger import PTLogger class NotificationAction: def __init__(self, call_to_action_text, command_str) -> None: self.call_to_action_text = call_to_action_text self.command_str = command_str class NotificationActionManager: def __init__(self): self.actions = list() self.default_action = None self.close_action = None def add_action(self, call_to_action_text, command_str) -> None: action = NotificationAction(call_to_action_text, command_str) self.actions.append(action) def set_default_action(self, command_str) -> None: default_action = NotificationAction("", command_str) self.default_action = default_action def set_close_action(self, command_str) -> None: close_action = NotificationAction("", command_str) self.close_action = close_action class NotificationUrgencyLevel(Enum): low = auto() normal = auto() critical = auto() ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 40: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 22 Unexpected indentation at line 26 Unexpected indentation at line 30 Unexpected indentation at line 35 Unexpected indentation at line 36 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
advanced
|
database
|
code_review
|
Pythoncode:Python
| 5
| 3
| 1,153
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom enum import Enum, auto\nfrom subprocess import CalledProcessError, run\n\nfrom pitop.common.command_runner import run_command\nfrom pitop.common.logger import PTLogger\n\n\nclass NotificationAction:\n def __init__(self, call_to_action_text, command_str) -> None:\n self.call_to_action_text = call_to_action_text\n self.command_str = command_str\n\n\nclass NotificationActionManager:\n def __init__(self):\n self.actions = list()\n self.default_action = None\n self.close_action = None\n\n def add_action(self, call_to_action_text, command_str) -> None:\n action = NotificationAction(call_to_action_text, command_str)\n self.actions.append(action)\n\n def set_default_action(self, command_str) -> None:\n default_action = NotificationAction(\"\", command_str)\n self.default_action = default_action\n\n def set_close_action(self, command_str) -> None:\n close_action = NotificationAction(\"\", command_str)\n self.close_action = close_action\n\n\nclass NotificationUrgencyLevel(Enum):\n low = auto()\n normal = auto()\n critical = auto()\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 40: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 22\n Unexpected indentation at line 26\n Unexpected indentation at line 30\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
bcb3f4ba8d64955ba6c3c16193d7d7869a8725dd
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # xy to location # # Gismo is a plugin for GIS environmental analysis (GPL) started by Djordje Spasic. # # This file is part of Gismo. # # Copyright (c) 2019, Djordje Spasic <djordjedspasic@gmail.com> # Gismo is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. # # Gismo is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. # # You should have received a copy of the GNU General Public License along with this program. If not, see http://www.gnu.org/licenses/. # # The GPL-3.0+ license <http://spdx.org/licenses/GPL-3.0+> """ Use this component to calculate latitude and longitude coordinates of the _point in Rhino scene. For example: you created some building shapes with Gismo "OSM Shapes" component, and now you would like to check what are the latitude and longtitude coordinates of particular part of the building. - Provided by Gismo 0.0.3 input: _point: A point for whi
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 16 • SyntaxError: unterminated triple-quoted string literal (detected at line 23) at line 16 Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,259
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# xy to location\r\n#\r\n# Gismo is a plugin for GIS environmental analysis (GPL) started by Djordje Spasic.\r\n#\r\n# This file is part of Gismo.\r\n#\r\n# Copyright (c) 2019, Djordje Spasic <djordjedspasic@gmail.com>\r\n# Gismo is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.\r\n#\r\n# Gismo is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.\r\n#\r\n# You should have received a copy of the GNU General Public License along with this program. If not, see http://www.gnu.org/licenses/.\r\n#\r\n# The GPL-3.0+ license <http://spdx.org/licenses/GPL-3.0+>\r\n\r\n\"\"\"\r\nUse this component to calculate latitude and longitude coordinates of the _point in Rhino scene.\r\nFor example: you created some building shapes with Gismo \"OSM Shapes\" component, and now you would like to check what are the latitude and longtitude coordinates of particular part of the building.\r\n-\r\nProvided by Gismo 0.0.3\r\n \r\n input:\r\n _point: A point for whi"}, {"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 16\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 23) at line 16\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bcb4c4328d404e8eec9df91c64d171e98d7a2415
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # pylint: disable-msg=C0103 """ SentinelAnomalyLookup: This package is developed for Azure Sentinel Anomaly lookup """ # __init__.py from .anomaly_lookup_view_helper import AnomalyLookupViewHelper from .anomaly_finder import AnomalyQueries, AnomalyFinder
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 2 • IndentationError at line 2 Fixes: • Add closing quote at line 2 • Fix indentation to match Python syntax rules
|
intermediate
|
ui
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 258
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# pylint: disable-msg=C0103\n \"\"\"\nSentinelAnomalyLookup: This package is developed for Azure Sentinel Anomaly lookup\n\"\"\"\n\n# __init__.py\nfrom .anomaly_lookup_view_helper import AnomalyLookupViewHelper\nfrom .anomaly_finder import AnomalyQueries, AnomalyFinder"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 2\n \u2022 IndentationError at line 2\n\n Fixes:\n \u2022 Add closing quote at line 2\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
bcb5f8a3494a7c1dd73bdaa2595e97b680531db5
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import pygame from pygame.sprite import Sprite class Coins(Sprite): """Coins""" def __init__(self, hub, x, y, name='coin', state='floating'): super().__init__() # Values self.name = name self.hub = hub self.original_pos = [x, y] self.rest_height = y self.rest_x = x self.velY = 0 self.upwards = True self.state = state self.scale = (30, 50) self.scale2 = (14, 50) self.scale3 = (4, 50) # Screen Camera self.screen = self.hub.main_screen self.screen_rect = self.screen.get_rect() self.camera = hub.camera # Images self.index = 0 self.change_freq = 120 self.player_clock = pygame.time.get_ticks() + self.change_freq self.frameRate = 30 self.clock = pygame.time.get_ticks() + self.frameRate self.image_index = [pygame.image.load("imgs/Items/coin1.png"), pygame.image.load("imgs/Items/coin2.png"), pygame.image.load("imgs/Items/coin3.png"), pygame.image.load("imgs/Items/coin2.png")] self.image_index[0] = pygame.transform.scale(self.image_index[0], self.scale) self.image_index[1] = pygame.transform.scale(self.image_index[1], self.scale2) self.image_index[2] = pygame.transform.scale(self.image_index[2], self.scale3) self.image_index[3] = pygame.transform.scale(self.image_index[3], self.scale2) self.resting_index = [pygame.image.load("imgs/Items/CoinForBlackBG.png"), pygame.image.load("imgs/Items/CoinForBlackBG1.png"), pygame.image.load("imgs/Items/CoinForBlackBG2.png"), pygame.image.load("imgs/Items/CoinForBlackBG1.png")] for i in range(len(self.resting_index)): self.resting_index[i] = pygame.transform.scale(self.resting_index[i], self.scale) if self.state == "floating": self.image = self.image_index[self.index] else: self.image = self.resting_index[self.index] self.rect = self.image.get_rect() self.rect.x = self.original_pos[0] self.rect.y = self.original_pos[1] def draw(self): self.screen.blit(self.image, self.rect) def update(self): self.check_state() def check_state(self): if self.state == "floating": self.start_anim() elif self.state == "resting": self.resting() ... [2 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 76: ... [2 more functiondefs truncated] ... ⚠️ 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 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 55 Unexpected indentation at line 61 Unexpected indentation at line 72 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
database
|
code_review
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Pythoncode:Python
| 4
| 1
| 2,613
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport pygame\nfrom pygame.sprite import Sprite\n\n\nclass Coins(Sprite):\n \"\"\"Coins\"\"\"\n def __init__(self, hub, x, y, name='coin', state='floating'):\n super().__init__()\n # Values\n self.name = name\n self.hub = hub\n self.original_pos = [x, y]\n\n self.rest_height = y\n\n self.rest_x = x\n self.velY = 0\n self.upwards = True\n self.state = state\n self.scale = (30, 50)\n self.scale2 = (14, 50)\n self.scale3 = (4, 50)\n\n # Screen Camera\n self.screen = self.hub.main_screen\n self.screen_rect = self.screen.get_rect()\n self.camera = hub.camera\n\n # Images\n self.index = 0\n self.change_freq = 120\n self.player_clock = pygame.time.get_ticks() + self.change_freq\n self.frameRate = 30\n self.clock = pygame.time.get_ticks() + self.frameRate\n self.image_index = [pygame.image.load(\"imgs/Items/coin1.png\"),\n pygame.image.load(\"imgs/Items/coin2.png\"),\n pygame.image.load(\"imgs/Items/coin3.png\"),\n pygame.image.load(\"imgs/Items/coin2.png\")]\n\n self.image_index[0] = pygame.transform.scale(self.image_index[0], self.scale)\n self.image_index[1] = pygame.transform.scale(self.image_index[1], self.scale2)\n self.image_index[2] = pygame.transform.scale(self.image_index[2], self.scale3)\n self.image_index[3] = pygame.transform.scale(self.image_index[3], self.scale2)\n\n self.resting_index = [pygame.image.load(\"imgs/Items/CoinForBlackBG.png\"),\n pygame.image.load(\"imgs/Items/CoinForBlackBG1.png\"),\n pygame.image.load(\"imgs/Items/CoinForBlackBG2.png\"),\n pygame.image.load(\"imgs/Items/CoinForBlackBG1.png\")]\n\n for i in range(len(self.resting_index)):\n self.resting_index[i] = pygame.transform.scale(self.resting_index[i], self.scale)\n\n if self.state == \"floating\":\n self.image = self.image_index[self.index]\n else:\n self.image = self.resting_index[self.index]\n\n self.rect = self.image.get_rect()\n\n self.rect.x = self.original_pos[0]\n self.rect.y = self.original_pos[1]\n\n def draw(self):\n self.screen.blit(self.image, self.rect)\n\n def update(self):\n self.check_state()\n\n def check_state(self):\n if self.state == \"floating\":\n self.start_anim()\n elif self.state == \"resting\":\n self.resting()\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 76: ... [2 more functiondefs truncated] ...\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 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 25\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 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 55\n Unexpected indentation at line 61\n Unexpected indentation at line 72\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
bcb80d7d2c6e6e1e230619095dac5498b39b51c1
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from geo.calc import Calc from geo.calc import Distance from geo.geosp import Wt Error: SyntaxError / EOF
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Fixed Code: from geo.calc import Calc from geo.calc import Distance from geo.geosp import Wt from geo.geosp import Gh from geo.files.csv_file import check Explanation: Complete the truncated code structure
|
beginner
|
general
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 80
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom geo.calc import Calc\nfrom geo.calc import Distance\nfrom geo.geosp import Wt\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom geo.calc import Calc\nfrom geo.calc import Distance\nfrom geo.geosp import Wt\nfrom geo.geosp import Gh\nfrom geo.files.csv_file import check\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bcb9144fdddbbf32bc78ac12f77acb144b544d93
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from pathlib import Path from nb_helpers.clean import clean_all, clean_one from tests import TEST_PATH TEST_PATH TEST_NB = Path("test_nb.py") def test_clean_one(): "clean just one nb" clean_one(TEST_NB) def test_clean_all():
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Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Block at line 14 has no body - expected indented block • IndentationError at line 14 Fix: Complete the function 'test_clean_all' body and add missing return
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intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 237
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom pathlib import Path\nfrom nb_helpers.clean import clean_all, clean_one\nfrom tests import TEST_PATH\n\nTEST_PATH\nTEST_NB = Path(\"test_nb.py\")\n\n\ndef test_clean_one():\n \"clean just one nb\"\n clean_one(TEST_NB)\n\n\ndef test_clean_all():"}, {"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 14 has no body - expected indented block\n \u2022 IndentationError at line 14\n\n Fix: Complete the function 'test_clean_all' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
bcbacb893f1fc24efc7e31b69bae2dad2d6081f7
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import streamlit as st def app(): import yfinance as yf import streamlit as st import datetime import matplotlib.pyplot as plt import talib import ta import numpy as np import matplotlib.ticker as mticker import pandas as pd import requests yf.pdr_override() st.write(""" # Technical Analysis of Securites Shown below are the **Moving Average Crossovers**, **Bollinger Bands**, **MACD's**, **Commodity Channel Indexes**, **Relative Strength Indexes** and **Extended Market Calculators** of any stock """) st.sidebar.header('User Input Parameters') today = datetime.date.today() def user_input_features(): ticker = st.sidebar.text_input("Ticker", 'GME') start_date = st.sidebar.text_input("Start Date", '2019-01-01') end_date = st.sidebar.text_input("End Date", f'{today}') return ticker, start_date, end_date symbol, start, end = user_input_features() ... [1 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 16 Invalid syntax at line 33: ... [1 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 💡 Suggestions: Complete the expression on the last line Add closing quote at line 16 Review syntax near the error location
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,039
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport streamlit as st\n\ndef app():\n import yfinance as yf\n import streamlit as st\n import datetime \n import matplotlib.pyplot as plt\n import talib \n import ta\n import numpy as np\n import matplotlib.ticker as mticker\n import pandas as pd\n import requests\n yf.pdr_override()\n \n st.write(\"\"\"\n # Technical Analysis of Securites\n Shown below are the **Moving Average Crossovers**, **Bollinger Bands**, **MACD's**, **Commodity Channel Indexes**, **Relative Strength Indexes** and **Extended Market Calculators** of any stock\n \"\"\")\n \n st.sidebar.header('User Input Parameters')\n \n today = datetime.date.today()\n def user_input_features():\n ticker = st.sidebar.text_input(\"Ticker\", 'GME')\n start_date = st.sidebar.text_input(\"Start Date\", '2019-01-01')\n end_date = st.sidebar.text_input(\"End Date\", f'{today}')\n return ticker, start_date, end_date\n \n symbol, start, end = user_input_features()\n \n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 16\n Invalid syntax at line 33: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 16\n Review syntax near the error location"}]
| false
| null | null | null |
bcbc7df90a025f59202f5950277107bf1a366441
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from __future__ import absolute_import from mock import patch from django.db import IntegrityError from sentry.mediators.sentry_apps import Creator from sentry.models import ( class TestCreator(TestCase): def setUp(self): self.user = self.create_user() self.org = self.create_organization(owner=self.user) self.creator = Creator( name="nulldb", user=self.user, author="Sentry", organization=self.org, scopes=("project:read",), webhook_url="http://example.com", schema={"elements": [self.create_issue_link_schema()]}, is_internal=False, ) def test_slug(self): app = self.creator.call() assert app.slug == "nulldb" def test_creates_proxy_user(self): self.creator.call() assert User.objects.get(username__contains="nulldb", is_sentry_app=True) def test_creates_api_application(self): self.creator.call() proxy = User.objects.get(username__contains="nulldb") assert ApiApplication.objects.get(owner=proxy) def test_creates_sentry_app(self): self.creator.call() proxy = User.objects.get(username__contains="nulldb") app = ApiApplication.objects.get(owner=proxy) sentry_app = SentryApp.objects.get( name="nulldb", application=app, owner=self.org, proxy_user=proxy ) assert sentry_app assert sentry_app.scope_list == ["project:read"] def test_expands_rolled_up_events(self): self.creator.events = ["issue"] app = self.creator.call() sentry_app = SentryApp.objects.get(id=app.id) assert "issue.created" in sentry_app.events def test_creates_ui_components(self): self.creator.schema = { "elements": [self.create_issue_link_schema(), self.create_alert_rule_action_schema()] } app = Error: SyntaxError / EOF
|
Fixed Code: from __future__ import absolute_import from mock import patch from django.db import IntegrityError from sentry.mediators.sentry_apps import Creator from sentry.models import ( class TestCreator(TestCase): def setUp(self): self.user = self.create_user() self.org = self.create_organization(owner=self.user) self.creator = Creator( name="nulldb", user=self.user, author="Sentry", organization=self.org, scopes=("project:read",), webhook_url="http://example.com", schema={"elements": [self.create_issue_link_schema()]}, is_internal=False, Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 9
| 1
| 1,935
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom __future__ import absolute_import\n\nfrom mock import patch\nfrom django.db import IntegrityError\n\nfrom sentry.mediators.sentry_apps import Creator\nfrom sentry.models import (\nclass TestCreator(TestCase):\n def setUp(self):\n self.user = self.create_user()\n self.org = self.create_organization(owner=self.user)\n self.creator = Creator(\n name=\"nulldb\",\n user=self.user,\n author=\"Sentry\",\n organization=self.org,\n scopes=(\"project:read\",),\n webhook_url=\"http://example.com\",\n schema={\"elements\": [self.create_issue_link_schema()]},\n is_internal=False,\n )\n\n def test_slug(self):\n app = self.creator.call()\n assert app.slug == \"nulldb\"\n\n def test_creates_proxy_user(self):\n self.creator.call()\n\n assert User.objects.get(username__contains=\"nulldb\", is_sentry_app=True)\n\n def test_creates_api_application(self):\n self.creator.call()\n proxy = User.objects.get(username__contains=\"nulldb\")\n\n assert ApiApplication.objects.get(owner=proxy)\n\n def test_creates_sentry_app(self):\n self.creator.call()\n\n proxy = User.objects.get(username__contains=\"nulldb\")\n app = ApiApplication.objects.get(owner=proxy)\n\n sentry_app = SentryApp.objects.get(\n name=\"nulldb\", application=app, owner=self.org, proxy_user=proxy\n )\n\n assert sentry_app\n assert sentry_app.scope_list == [\"project:read\"]\n\n def test_expands_rolled_up_events(self):\n self.creator.events = [\"issue\"]\n app = self.creator.call()\n\n sentry_app = SentryApp.objects.get(id=app.id)\n\n assert \"issue.created\" in sentry_app.events\n\n def test_creates_ui_components(self):\n self.creator.schema = {\n \"elements\": [self.create_issue_link_schema(), self.create_alert_rule_action_schema()]\n }\n\n app =\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom __future__ import absolute_import\n\nfrom mock import patch\nfrom django.db import IntegrityError\n\nfrom sentry.mediators.sentry_apps import Creator\nfrom sentry.models import (\nclass TestCreator(TestCase):\n def setUp(self):\n self.user = self.create_user()\n self.org = self.create_organization(owner=self.user)\n self.creator = Creator(\n name=\"nulldb\",\n user=self.user,\n author=\"Sentry\",\n organization=self.org,\n scopes=(\"project:read\",),\n webhook_url=\"http://example.com\",\n schema={\"elements\": [self.create_issue_link_schema()]},\n is_internal=False,\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bcbd7d0edc16eccd95b307b889e7f1a174b4d31c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # This file was automatically created by FeynRules 2.3.32 # Mathematica version: 11.3.0 for Mac OS X x86 (64-bit) (March 7, 2018) # Date: Sat 21 Apr 2018 20:48:39 from object_library import all_parameters, Parameter
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
oop
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 219
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# This file was automatically created by FeynRules 2.3.32\n# Mathematica version: 11.3.0 for Mac OS X x86 (64-bit) (March 7, 2018)\n# Date: Sat 21 Apr 2018 20:48:39\n\n\n\nfrom object_library import all_parameters, Parameter"}, {"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
|
bcbdf778d11c4a8378ce0f01967703c04ca3e0b9
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import time musicLrc = """ [00:03.50]传奇 [00:19.10]作词：刘兵 作曲：李健 [00:20.60]演唱：王菲 [00:26.60] [04:40.75][02:39.90][00:36.25]只是因为在人群中多看了你一眼 [04:49.00] [02:47.44][00:43.69]再也没能忘掉你容颜 [02:54.83][00:51.24]梦想着偶然能有一天再相见 [03:02.32][00:58.75]从此我开始孤单思念 [03:08.15][01:04.30] [03:09.35][01:05.50]想你时你在天边 [03:16.90][01:13.13]想你时你在眼前 [03:24.42][01:20.92]想你时你在脑海 [03:31.85][01:28.44]想你时你在心田 [03:38.67][01:35.05] [04:09.96][03:39.87][01:36.25]宁愿相信我们前世有约 [04:16.37][03:46.38][01:42.47]今生的爱情故事 不会再改变 [04:24.82][03:54.83][01:51.18]宁愿用这一生等你发现 [04:31.38][04:01.40][01:57.43]我一直在你身旁 从未走远 [04:39.55][04:09.00][02:07.85] """ lrcDict = {} musicLrcList = musicLrc.splitlines() #print(musicLrcList) for lrcDict in musicLrcList: #[04:40.75][02:39.90][00:36.25]只是因为在人群中多看了你一眼 #[04:40.75 [02:39.90 [00:36.25 只是因为在人群中多看了你一眼 #[00:20.60]演唱：王菲 lrcLineList = lrcLine.split("]") for index in range(len(lrcLineList) - 1): timeStr = lrcLineList[index][1:] #print(timeStr) #00:03.50 timeList = timeStr.split(":") timelrc = float(timeList[0]) * 60 + float(timeList[1]) #print(time) lrcDict[timelrc] = lrcLineList[-1] print(lrcDict) allTimeList = [] for t in lrcDict: allTimeList.append(t) allTimeList.sort() #print(allTimeList) ''' while 1: getTime = float(input("请输入一个时间")) for n in range(len(allTimeList)): tempTime = allTimeList[n] if getTime < tempTime: break if n == 0: print("时间太小") else: print(lrcDict[allTimeList[n - 1]]) ''' getTime = 0 while 1: for n in range(len(allTimeList)): tempTime = allTimeList[n] if getTime < tempTime: break lrc = lrcDict.get(allTimeList[n - 1]) if lrc == None: pass else: print(lrc) time.sleep(1) getTime += 1
|
Logical Error Analysis: Error Type: VARIABLE_SHADOWING Issue: Variable "lrcDict" shadows outer scope Severity: LOW Location: Line 32 Explanation: Variable name reused in nested scope - may cause confusion Fix: Use different variable name in nested scope
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intermediate
|
general
|
logical_errors
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Pythoncode:Python
| 0
| 0
| 1,828
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport time\n\nmusicLrc = \"\"\"\n[00:03.50]\u4f20\u5947\n[00:19.10]\u4f5c\u8bcd\uff1a\u5218\u5175 \u4f5c\u66f2\uff1a\u674e\u5065\n[00:20.60]\u6f14\u5531\uff1a\u738b\u83f2\n[00:26.60]\n[04:40.75][02:39.90][00:36.25]\u53ea\u662f\u56e0\u4e3a\u5728\u4eba\u7fa4\u4e2d\u591a\u770b\u4e86\u4f60\u4e00\u773c\n[04:49.00]\n[02:47.44][00:43.69]\u518d\u4e5f\u6ca1\u80fd\u5fd8\u6389\u4f60\u5bb9\u989c\n[02:54.83][00:51.24]\u68a6\u60f3\u7740\u5076\u7136\u80fd\u6709\u4e00\u5929\u518d\u76f8\u89c1\n[03:02.32][00:58.75]\u4ece\u6b64\u6211\u5f00\u59cb\u5b64\u5355\u601d\u5ff5\n[03:08.15][01:04.30]\n[03:09.35][01:05.50]\u60f3\u4f60\u65f6\u4f60\u5728\u5929\u8fb9\n[03:16.90][01:13.13]\u60f3\u4f60\u65f6\u4f60\u5728\u773c\u524d\n[03:24.42][01:20.92]\u60f3\u4f60\u65f6\u4f60\u5728\u8111\u6d77\n[03:31.85][01:28.44]\u60f3\u4f60\u65f6\u4f60\u5728\u5fc3\u7530\n[03:38.67][01:35.05]\n[04:09.96][03:39.87][01:36.25]\u5b81\u613f\u76f8\u4fe1\u6211\u4eec\u524d\u4e16\u6709\u7ea6\n[04:16.37][03:46.38][01:42.47]\u4eca\u751f\u7684\u7231\u60c5\u6545\u4e8b \u4e0d\u4f1a\u518d\u6539\u53d8\n[04:24.82][03:54.83][01:51.18]\u5b81\u613f\u7528\u8fd9\u4e00\u751f\u7b49\u4f60\u53d1\u73b0\n[04:31.38][04:01.40][01:57.43]\u6211\u4e00\u76f4\u5728\u4f60\u8eab\u65c1 \u4ece\u672a\u8d70\u8fdc\n[04:39.55][04:09.00][02:07.85]\n\"\"\"\n\n\nlrcDict = {}\n\nmusicLrcList = musicLrc.splitlines()\n#print(musicLrcList)\n\nfor lrcDict in musicLrcList:\n #[04:40.75][02:39.90][00:36.25]\u53ea\u662f\u56e0\u4e3a\u5728\u4eba\u7fa4\u4e2d\u591a\u770b\u4e86\u4f60\u4e00\u773c\n #[04:40.75 [02:39.90 [00:36.25 \u53ea\u662f\u56e0\u4e3a\u5728\u4eba\u7fa4\u4e2d\u591a\u770b\u4e86\u4f60\u4e00\u773c\n #[00:20.60]\u6f14\u5531\uff1a\u738b\u83f2\n lrcLineList = lrcLine.split(\"]\")\n for index in range(len(lrcLineList) - 1):\n timeStr = lrcLineList[index][1:]\n #print(timeStr)\n #00:03.50\n timeList = timeStr.split(\":\")\n timelrc = float(timeList[0]) * 60 + float(timeList[1])\n #print(time)\n lrcDict[timelrc] = lrcLineList[-1]\n\n\nprint(lrcDict)\n\nallTimeList = []\nfor t in lrcDict:\n allTimeList.append(t)\nallTimeList.sort()\n#print(allTimeList)\n\n'''\nwhile 1:\n getTime = float(input(\"\u8bf7\u8f93\u5165\u4e00\u4e2a\u65f6\u95f4\"))\n\n for n in range(len(allTimeList)):\n tempTime = allTimeList[n]\n if getTime < tempTime:\n break\n\n if n == 0:\n print(\"\u65f6\u95f4\u592a\u5c0f\")\n else:\n print(lrcDict[allTimeList[n - 1]])\n'''\n\ngetTime = 0\nwhile 1:\n for n in range(len(allTimeList)):\n tempTime = allTimeList[n]\n if getTime < tempTime:\n break\n lrc = lrcDict.get(allTimeList[n - 1])\n if lrc == None:\n pass\n else:\n print(lrc)\n time.sleep(1)\n getTime += 1"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: VARIABLE_SHADOWING\n Issue: Variable \"lrcDict\" shadows outer scope\n Severity: LOW\n\n Location: Line 32\n\n Explanation: Variable name reused in nested scope - may cause confusion\n Fix: Use different variable name in nested scope"}]
| true
|
logical
|
VARIABLE_SHADOWING
|
LOW
|
bcbef8c15ce4fa1656c062f45eb901b87f935220
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # coding=utf-8 from __future__ import absolute_import import datetime import logging import sys import flask import octoprint.plugin from octoprint.events import eventManager, Events from octoprint.server import user_permission from octoprint.util import RepeatedTimer from .bed_notifications import BedNotifications from .custom_notifications import CustomNotifications from .ifttt_notifications import IFTTTAlerts from .job_notifications import JobNotifications from .layer_notifications import LayerNotifications from .libs.sbc import SBCFactory, SBC, RPi from .mmu import MMUAssistance from .palette2 import Palette2Notifications from .paused_for_user import PausedForUser from .soc_temp_notifications import SocTempNotifications from .thermal_protection_notifications import ThermalProtectionNotifications from .tools_notifications import ToolsNotifications # Plugin that stores APNS tokens reported from iOS devices to know which iOS devices to alert # when print is done or other relevant events class OctopodPlugin(octoprint.plugin.SettingsPlugin, octoprint.plugin.AssetPlugin, octoprint.plugin.TemplatePlugin, octoprint.plugin.StartupPlugin, octoprint.plugin.SimpleApiPlugin, octoprint.plugin.EventHandlerPlugin, octoprint.plugin.ProgressPlugin): # Complete this line def __init__(self): super(OctopodPlugin, self).__init__() self._logger = logging.getLogger("octoprint.plugins.octopod") self._checkTempTimer = None self._ifttt_alerts = IFTTTAlerts(self._logger) self._job_notifications = JobNotifications(self._logger, self._ifttt_alerts) self._tool_notifications = ToolsNotifications(self._logger, self._ifttt_alerts) self._bed_notifications = BedNotifications(self._logger, self._ifttt_alerts) self._mmu_assitance = MMUAssistance(self._logger, self._ifttt_alerts) self._paused_for_user = PausedForUser(self._logger, self._ifttt_alerts) self._palette2 = Palette2Notifications(self._logger, self._ifttt_alerts) self._layerNotifications = LayerNotifications(self._logger, self._ifttt_alerts) self._check_soc_temp_timer = None self._soc_timer_interval = 5.0 if debug_soc_temp else 30.0 self._soc_temp_notifications = SocTempNotifications(self._logger, self._ifttt_alerts, self._soc_timer_interval, debug_soc_temp) self._custom_notifications = CustomNotifications(self._logger) self._thermal_protection_notifications = ThermalProtectionNotifications(self._logger, self._ifttt_alerts) # StartupPlugin mixin ... [22 more functiondefs truncated] ...
|
The missing line is:
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 2,527
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# coding=utf-8\nfrom __future__ import absolute_import\n\nimport datetime\nimport logging\nimport sys\n\nimport flask\nimport octoprint.plugin\nfrom octoprint.events import eventManager, Events\nfrom octoprint.server import user_permission\nfrom octoprint.util import RepeatedTimer\n\nfrom .bed_notifications import BedNotifications\nfrom .custom_notifications import CustomNotifications\nfrom .ifttt_notifications import IFTTTAlerts\nfrom .job_notifications import JobNotifications\nfrom .layer_notifications import LayerNotifications\nfrom .libs.sbc import SBCFactory, SBC, RPi\nfrom .mmu import MMUAssistance\nfrom .palette2 import Palette2Notifications\nfrom .paused_for_user import PausedForUser\nfrom .soc_temp_notifications import SocTempNotifications\nfrom .thermal_protection_notifications import ThermalProtectionNotifications\nfrom .tools_notifications import ToolsNotifications\n\n# Plugin that stores APNS tokens reported from iOS devices to know which iOS devices to alert\n# when print is done or other relevant events\n\nclass OctopodPlugin(octoprint.plugin.SettingsPlugin,\n\t\t\t\t\toctoprint.plugin.AssetPlugin,\n\t\t\t\t\toctoprint.plugin.TemplatePlugin,\n\t\t\t\t\toctoprint.plugin.StartupPlugin,\n\t\t\t\t\toctoprint.plugin.SimpleApiPlugin,\n\t\t\t\t\toctoprint.plugin.EventHandlerPlugin,\n\t\t\t\t\toctoprint.plugin.ProgressPlugin):\n # Complete this line\n\tdef __init__(self):\n\t\tsuper(OctopodPlugin, self).__init__()\n\t\tself._logger = logging.getLogger(\"octoprint.plugins.octopod\")\n\t\tself._checkTempTimer = None\n\t\tself._ifttt_alerts = IFTTTAlerts(self._logger)\n\t\tself._job_notifications = JobNotifications(self._logger, self._ifttt_alerts)\n\t\tself._tool_notifications = ToolsNotifications(self._logger, self._ifttt_alerts)\n\t\tself._bed_notifications = BedNotifications(self._logger, self._ifttt_alerts)\n\t\tself._mmu_assitance = MMUAssistance(self._logger, self._ifttt_alerts)\n\t\tself._paused_for_user = PausedForUser(self._logger, self._ifttt_alerts)\n\t\tself._palette2 = Palette2Notifications(self._logger, self._ifttt_alerts)\n\t\tself._layerNotifications = LayerNotifications(self._logger, self._ifttt_alerts)\n\t\tself._check_soc_temp_timer = None\n\t\tself._soc_timer_interval = 5.0 if debug_soc_temp else 30.0\n\t\tself._soc_temp_notifications = SocTempNotifications(self._logger, self._ifttt_alerts, self._soc_timer_interval,\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdebug_soc_temp)\n\t\tself._custom_notifications = CustomNotifications(self._logger)\n\t\tself._thermal_protection_notifications = ThermalProtectionNotifications(self._logger, self._ifttt_alerts)\n\n\t# StartupPlugin mixin\n\n\n ... [22 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
bcbfd5dadc46bd5eab08a4b4f4c45a601d0075b6
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from cspatterns.datastructures import buffer def test_circular_buffer(): b = buffer.CircularBuffer(2, ['n']) assert len(b.next) == 2 assert b.n is None b = buffer.CircularBuffer.create(2, attrs=['n', 'fib']) curr = b out = [0, 1, ] curr.prev[-2].n = 0 curr.prev[-2].fib = 1 curr.prev[-1].n = 1 curr.prev[-1].fib = 1 # we are going to calculate fibonacci while curr.prev[-1].n < 12: curr.n = curr.prev[-1].n + 1 curr.fib = curr.prev[-1].fib + curr.prev[-2].fib out.append(curr.fib) curr = curr.next[1] assert out == [0, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233]
|
Code Review: ⚠️ 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 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 20 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 ✨ Improvements: Add docstring to function 'test_circular_buffer'
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 1
| 0
| 660
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom cspatterns.datastructures import buffer\n\ndef test_circular_buffer():\n b = buffer.CircularBuffer(2, ['n'])\n assert len(b.next) == 2\n assert b.n is None\n\n b = buffer.CircularBuffer.create(2, attrs=['n', 'fib'])\n curr = b\n out = [0, 1, ]\n \n\n curr.prev[-2].n = 0\n curr.prev[-2].fib = 1\n curr.prev[-1].n = 1\n curr.prev[-1].fib = 1\n \n\n # we are going to calculate fibonacci\n while curr.prev[-1].n < 12:\n curr.n = curr.prev[-1].n + 1\n curr.fib = curr.prev[-1].fib + curr.prev[-2].fib\n out.append(curr.fib)\n curr = curr.next[1]\n\n assert out == [0, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 20\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n\n\u2728 Improvements:\n Add docstring to function 'test_circular_buffer'"}]
| false
| null | null | null |
bcc019e1e7277f852d55bb225dc74bb333185aa3
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Generated by Django 2.1.7 on 2019-02-17 14:50 from django.db import migrations, models class Migration(migrations.Migration): initial = True dependencies = [ ] operations = [ migrations.CreateModel( name='RedactedClientConfig', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('username', models.TextField()), ('password', models.TextField()), ('cookies', models.TextField(null=True)), ('authkey', models.TextField(null=True)), ('passkey', models.TextField(null=True)),
|
('last_login_failed', models.BooleanField(default=False)), ], ), migrations.CreateModel( name='RedactedThrottledRequest', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('datetime', models.DateTimeField()), ('url', models.CharField(max_length=2048)), ], options={ 'abstract': False, }, ), ]
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 0
| 1
| 1,214
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Generated by Django 2.1.7 on 2019-02-17 14:50\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n initial = True\n\n dependencies = [\n ]\n\n operations = [\n migrations.CreateModel(\n name='RedactedClientConfig',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('username', models.TextField()),\n ('password', models.TextField()),\n ('cookies', models.TextField(null=True)),\n ('authkey', models.TextField(null=True)),\n ('passkey', models.TextField(null=True)),"}, {"role": "assistant", "content": "\n ('last_login_failed', models.BooleanField(default=False)),\n ],\n ),\n migrations.CreateModel(\n name='RedactedThrottledRequest',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('datetime', models.DateTimeField()),\n ('url', models.CharField(max_length=2048)),\n ],\n options={\n 'abstract': False,\n },\n ),\n ]"}]
| false
| null | null | null |
bcc146cfb565fd0140a85d638082d12ef6686650
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from mpl_toolkits.basemap import Basemap import matplotlib.pyplot as plt import matplotlib.colors as colors from numpy import array from numpy import max map = Basemap(llcrnrlon=-0.5,llcrnrlat=39.8,urcrnrlon=4.,urcrnrlat=43., resolution='i', projection='tmerc', lat_0 = 39.5, lon_0 = 1) map.readshapefile('../sample_files/lightnings', 'lightnings') x = [] y = [] c = [] for info, lightning in zip(map.lightnings_info, map.lightnings): x.append(lightning[0]) y.append(lightning[1]) if float(info['amplitude']) < 0: c.append(-1 * float(info['amplitude'])) else:
|
Error Analysis: Error Type: INCOMPLETE_LOGIC Error: Logic Error / Incomplete Statement Detected Errors: • Block at line 24 has no body - expected indented block • IndentationError at line 24 Fix: Complete if-else statement
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 607
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom mpl_toolkits.basemap import Basemap\nimport matplotlib.pyplot as plt\nimport matplotlib.colors as colors\nfrom numpy import array\nfrom numpy import max\n\n\nmap = Basemap(llcrnrlon=-0.5,llcrnrlat=39.8,urcrnrlon=4.,urcrnrlat=43.,\n resolution='i', projection='tmerc', lat_0 = 39.5, lon_0 = 1)\n\n\nmap.readshapefile('../sample_files/lightnings', 'lightnings')\n\nx = []\ny = []\nc = []\n\nfor info, lightning in zip(map.lightnings_info, map.lightnings):\n x.append(lightning[0])\n y.append(lightning[1])\n \n if float(info['amplitude']) < 0:\n c.append(-1 * float(info['amplitude']))\n else:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: INCOMPLETE_LOGIC\n Error: Logic Error / Incomplete Statement\n\n Detected Errors:\n \u2022 Block at line 24 has no body - expected indented block\n \u2022 IndentationError at line 24\n\n Fix: Complete if-else statement"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
bcc1d17c27a82c381571bf91c586033e374ec7d9
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from nonebot import on_keyword, on_command from nonebot.typing import T_State from nonebot.adapters.cqhttp import Message, Bot, Event # 这两个没用的别删 from nonebot.adapters.cqhttp.message import MessageSegment import requests from nonebot.permission import * from nonebot.rule import to_me from aiocqhttp.exceptions import Error as CQHttpError sheying = on_keyword({'随机摄影'}) @sheying.handle() async def main(bot: Bot, event: Event, state: T_State): msg = await downloads() try: await sheying.send(message=Message(msg)) except CQHttpError: pass async def downloads(): url = "https://yanghanwen.xyz/tu/ren.php" resp = requests.get(url).json() url_ing = resp['data'] xians = f"[CQ:image,file={url_ing}]" return xians # await xians.send("正在爬取图片，请稍后……") # await xians.send(MessageSegment.at(id) + xians + "精选摄影")
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 9 Unexpected indentation at line 11 Unexpected indentation at line 16 Unexpected indentation at line 18
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 895
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom nonebot import on_keyword, on_command\r\nfrom nonebot.typing import T_State\r\nfrom nonebot.adapters.cqhttp import Message, Bot, Event # \u8fd9\u4e24\u4e2a\u6ca1\u7528\u7684\u522b\u5220\r\nfrom nonebot.adapters.cqhttp.message import MessageSegment\r\nimport requests\r\nfrom nonebot.permission import *\r\nfrom nonebot.rule import to_me\r\nfrom aiocqhttp.exceptions import Error as CQHttpError\r\n\r\nsheying = on_keyword({'\u968f\u673a\u6444\u5f71'})\r\n\r\n\r\n@sheying.handle()\r\nasync def main(bot: Bot, event: Event, state: T_State):\r\n msg = await downloads()\r\n try:\r\n await sheying.send(message=Message(msg))\r\n except CQHttpError:\r\n pass\r\n\r\n\r\nasync def downloads():\r\n\r\n url = \"https://yanghanwen.xyz/tu/ren.php\"\r\n resp = requests.get(url).json()\r\n url_ing = resp['data']\r\n xians = f\"[CQ:image,file={url_ing}]\"\r\n return xians\r\n\r\n # await xians.send(\"\u6b63\u5728\u722c\u53d6\u56fe\u7247\uff0c\u8bf7\u7a0d\u540e\u2026\u2026\")\r\n # await xians.send(MessageSegment.at(id) + xians + \"\u7cbe\u9009\u6444\u5f71\")"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 9\n Unexpected indentation at line 11\n Unexpected indentation at line 16\n Unexpected indentation at line 18"}]
| false
| null | null | null |
bcc231c6648af0cd64b843faf63ad79a79b6853b
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import html from collections import namedtuple from pathlib import Path from typing import List, Dict import requests from bs4 import BeautifulSoup from lxml import etree from lxml.etree import XPath class EmojiExtractor(object): def __init__(self): self.all_emojis = self.fetch_emoji_list() self.annotations = self.fetch_annotations() self.base_emojis = self.fetch_base_emojis() def fetch_emoji_list(self: 'EmojiExtractor') -> List[Emoji]: print('Downloading list of all emojis') data = requests.get( 'https://unicode.org/emoji/charts-14.0/full-emoji-list.html', timeout=120 ) # type: requests.Response html = BeautifulSoup(data.text, 'lxml') emojis = [] for row in html.find('table').find_all('tr'): if not row.th: emoji = row.find('td', {'class': 'chars'}).string description = row.find('td', {'class': 'name'}).string.replace('⊛ ', '') emojis.append(Emoji(emoji, description)) return emojis def fetch_annotations(self: 'EmojiExtractor') -> Dict[chr, List[str]]: print('Downloading annotations') data = requests.get( 'https://raw.githubusercontent.com/unicode-org/cldr/latest/common/annotations/en.xml', timeout=60 ) # type: requests.Response xpath = XPath('./annotations/annotation[not(@type="tts")]') return {element.get('cp'): element.text.split(' | ') for element in xpath(etree.fromstring(data.content))} def fetch_base_emojis(self: 'EmojiExtractor') -> List[chr]: print('Downloading list of human emojis...') data = requests.get( 'https://unicode.org/Public/14.0.0/ucd/emoji/emoji-data.txt', timeout=60 ) # type: requests.Response started = False emojis = [] for line in data.text.split('\n'): if not started and line == '# All omitted code points have Emoji_Modifier_Base=No ': continue started = True if line == '# Total elements: 132': break if line and not line.startswith('#'): emojis.extend(self.resolve_character_range(line.split(';')[0].strip())) return emojis def resolve_character_range(self, line: str) -> List[str]: try: (start, end) = line.split('..') return [chr(char) for char in range(int(start, 16), int(end, 16) + 1)] except ValueError: return [self.resolve_character(line)] def resolve_character(self, string: str) -> str: return "".join(chr(int(character, 16)) for character in string.split(' ')) ... [4 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong comparison operator Severity: CRITICAL Location: Line 60 Buggy code: if not started and line == '# All omitted code points have Emoji_Modifier_Base=No ': Should be: if not started and line != '# All omitted code points have Emoji_Modifier_Base=No ': Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
testing
|
logical_errors
|
Pythoncode:Python
| 6
| 1
| 2,798
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport html\nfrom collections import namedtuple\nfrom pathlib import Path\nfrom typing import List, Dict\n\nimport requests\nfrom bs4 import BeautifulSoup\nfrom lxml import etree\nfrom lxml.etree import XPath\n\nclass EmojiExtractor(object):\n\n def __init__(self):\n self.all_emojis = self.fetch_emoji_list()\n self.annotations = self.fetch_annotations()\n self.base_emojis = self.fetch_base_emojis()\n\n def fetch_emoji_list(self: 'EmojiExtractor') -> List[Emoji]:\n print('Downloading list of all emojis')\n\n data = requests.get(\n 'https://unicode.org/emoji/charts-14.0/full-emoji-list.html',\n timeout=120\n ) # type: requests.Response\n\n html = BeautifulSoup(data.text, 'lxml')\n\n emojis = []\n for row in html.find('table').find_all('tr'):\n if not row.th:\n emoji = row.find('td', {'class': 'chars'}).string\n description = row.find('td', {'class': 'name'}).string.replace('\u229b ', '')\n emojis.append(Emoji(emoji, description))\n\n return emojis\n\n def fetch_annotations(self: 'EmojiExtractor') -> Dict[chr, List[str]]:\n print('Downloading annotations')\n\n data = requests.get(\n 'https://raw.githubusercontent.com/unicode-org/cldr/latest/common/annotations/en.xml',\n timeout=60\n ) # type: requests.Response\n\n xpath = XPath('./annotations/annotation[not(@type=\"tts\")]')\n return {element.get('cp'): element.text.split(' | ')\n for element in xpath(etree.fromstring(data.content))}\n\n def fetch_base_emojis(self: 'EmojiExtractor') -> List[chr]:\n print('Downloading list of human emojis...')\n\n data = requests.get(\n 'https://unicode.org/Public/14.0.0/ucd/emoji/emoji-data.txt',\n timeout=60\n ) # type: requests.Response\n\n started = False\n emojis = []\n for line in data.text.split('\\n'):\n if not started and line == '# All omitted code points have Emoji_Modifier_Base=No ':\n continue\n started = True\n if line == '# Total elements: 132':\n break\n if line and not line.startswith('#'):\n emojis.extend(self.resolve_character_range(line.split(';')[0].strip()))\n\n return emojis\n\n def resolve_character_range(self, line: str) -> List[str]:\n try:\n (start, end) = line.split('..')\n return [chr(char) for char in range(int(start, 16), int(end, 16) + 1)]\n except ValueError:\n return [self.resolve_character(line)]\n\n def resolve_character(self, string: str) -> str:\n return \"\".join(chr(int(character, 16)) for character in string.split(' '))\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong comparison operator\n Severity: CRITICAL\n\n Location: Line 60\n\n Buggy code:\n if not started and line == '# All omitted code points have Emoji_Modifier_Base=No ':\n\n Should be:\n if not started and line != '# All omitted code points have Emoji_Modifier_Base=No ':\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
bcc3dcd13da8bfacff9f3f45c797b5dd285e8744
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved. # SPDX-License-Identifier: Apache-2.0 def tmp_basic_jailer(test_session_root_path): """Build `demo_basic_jailer`, required for the basic seccomp tests. :return: The paths of the built binary. """ binaries_srcdir = os.path.normpath( os.path.join( os.getcwd(), 'integration_tests/security/demo_advanced_seccomp/' ) ) build_path = os.path.join( test_session_root_path, host.CARGO_RELEASE_REL_PATH ) run("cd {} && CARGO_TARGET_DIR={} cargo build --release".format( binaries_srcdir, build_path), shell=True, check=True) release_binaries_path = os.path.join( host.CARGO_RELEASE_REL_PATH, host.RELEASE_BINARIES_REL_PATH ) release_binaries_path = os.path.join( test_session_root_path, release_binaries_path ) demo_basic_jailer = os.path.normpath( os.path.join( release_binaries_path, 'demo_basic_jailer' ) ) yield demo_basic_jailer os.remove(demo_basic_jailer) @pytest.fixture def tmp_advanced_seccomp_binaries(test_session_root_path): """ Build binaries required for the advanced seccomp tests. Build `demo_advanced_jailer`, `demo_harmless_firecracker`, and `demo_malicious_firecracker. :return: The paths of the built binaries. """ binaries_srcdir = os.path.normpath( os.path.join( os.getcwd(), 'integration_tests/security/demo_advanced_seccomp/' ) ) build_path = os.path.join( test_session_root_path, host.CARGO_RELEASE_REL_PATH ) run("cd {} && CARGO_TARGET_DIR={} cargo build --release".format( binaries_srcdir, build_path), shell=True, check=True) release_binaries_path = os.path.join( host.CARGO_RELEASE_REL_PATH, host.RELEASE_BINARIES_REL_PATH ) release_binaries_path = os.path.join( test_session_root_path, release_binaries_path ) demo_advanced_jailer = os.path.normpath( os.path.join( release_binaries_path, 'demo_advanced_jailer' ) ) demo_harmless_firecracker = os.path.normpath( os.path.join( release_binaries_path, 'demo_harmless_firecracker' ) ) demo_malicious_firecracker = os.path.normpath( os.path.join( release_binaries_path, 'demo_malicious_firecracker' ) ) yield \ demo_advanced_jailer, \ demo_harmless_firecracker, \ demo_malicious_firecracker os.remove(demo_advanced_jailer) os.remove(demo_harmless_firecracker) os.remove(demo_malicious_firecracker) ... [3 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 4 • Invalid syntax at line 101: ... [3 more functiondefs truncated] ... Fixes: • Complete the expression on the last line • Add closing quote at line 4 • Review syntax near the error location
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 2,842
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.\n # SPDX-License-Identifier: Apache-2.0\ndef tmp_basic_jailer(test_session_root_path):\n \"\"\"Build `demo_basic_jailer`, required for the basic seccomp tests.\n\n :return: The paths of the built binary.\n \"\"\"\n binaries_srcdir = os.path.normpath(\n os.path.join(\n os.getcwd(),\n 'integration_tests/security/demo_advanced_seccomp/'\n )\n )\n build_path = os.path.join(\n test_session_root_path,\n host.CARGO_RELEASE_REL_PATH\n )\n run(\"cd {} && CARGO_TARGET_DIR={} cargo build --release\".format(\n binaries_srcdir, build_path), shell=True, check=True)\n\n release_binaries_path = os.path.join(\n host.CARGO_RELEASE_REL_PATH,\n host.RELEASE_BINARIES_REL_PATH\n )\n release_binaries_path = os.path.join(\n test_session_root_path,\n release_binaries_path\n )\n demo_basic_jailer = os.path.normpath(\n os.path.join(\n release_binaries_path,\n 'demo_basic_jailer'\n )\n )\n\n yield demo_basic_jailer\n\n os.remove(demo_basic_jailer)\n\n\n@pytest.fixture\ndef tmp_advanced_seccomp_binaries(test_session_root_path):\n \"\"\"\n Build binaries required for the advanced seccomp tests.\n\n Build `demo_advanced_jailer`, `demo_harmless_firecracker`, and\n `demo_malicious_firecracker.\n :return: The paths of the built binaries.\n \"\"\"\n binaries_srcdir = os.path.normpath(\n os.path.join(\n os.getcwd(),\n 'integration_tests/security/demo_advanced_seccomp/'\n )\n )\n build_path = os.path.join(\n test_session_root_path,\n host.CARGO_RELEASE_REL_PATH\n )\n run(\"cd {} && CARGO_TARGET_DIR={} cargo build --release\".format(\n binaries_srcdir, build_path), shell=True, check=True)\n\n release_binaries_path = os.path.join(\n host.CARGO_RELEASE_REL_PATH,\n host.RELEASE_BINARIES_REL_PATH\n )\n release_binaries_path = os.path.join(\n test_session_root_path,\n release_binaries_path\n )\n demo_advanced_jailer = os.path.normpath(\n os.path.join(\n release_binaries_path,\n 'demo_advanced_jailer'\n )\n )\n demo_harmless_firecracker = os.path.normpath(\n os.path.join(\n release_binaries_path,\n 'demo_harmless_firecracker'\n )\n )\n demo_malicious_firecracker = os.path.normpath(\n os.path.join(\n release_binaries_path,\n 'demo_malicious_firecracker'\n )\n )\n\n yield \\\n demo_advanced_jailer, \\\n demo_harmless_firecracker, \\\n demo_malicious_firecracker\n\n os.remove(demo_advanced_jailer)\n os.remove(demo_harmless_firecracker)\n os.remove(demo_malicious_firecracker)\n\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 4\n \u2022 Invalid syntax at line 101: ... [3 more functiondefs truncated] ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 4\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
bcc4fcfb44a442a2523238a8484bf80417464006
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: class a: def __init__(self,da): self.da = da return def go(self): dd() return None Error: SyntaxError / EOF
|
Fixed Code: class a: def __init__(self,da): self.da = da return def go(self): dd() return None def dd(): print('ok') return None aa = a(1) Explanation: Complete the truncated code structure
|
beginner
|
oop
|
error_fixing
|
Pythoncode:Python
| 3
| 1
| 124
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nclass a:\n def __init__(self,da):\n self.da = da\n return\n\n def go(self):\n dd()\n return None\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nclass a:\n def __init__(self,da):\n self.da = da\n return\n\n def go(self):\n dd()\n return None\n\ndef dd():\n print('ok')\n return None\n\naa = a(1)\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bcc54625026e4e77ba54fe67d05a342fde131c90
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # This file was automatically generated by SWIG (http://www.swig.org). # Version 2.0.12 # # Do not make changes to this file unless you know what you are doing--modify # the SWIG interface file instead. def swig_import_helper(): from os.path import dirname import imp fp = None try: fp, pathname, description = imp.find_module('_ida_hexrays', [dirname(__file__)]) except Impor
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • IndentationError at line 10 Fixes: • Complete the expression on the last line • Fix indentation to match Python syntax rules
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 9
| 1
| 436
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# This file was automatically generated by SWIG (http://www.swig.org).\n# Version 2.0.12\n#\n# Do not make changes to this file unless you know what you are doing--modify\n# the SWIG interface file instead.\n\n\n\n\n def swig_import_helper():\n from os.path import dirname\n import imp\n fp = None\n try:\n fp, pathname, description = imp.find_module('_ida_hexrays', [dirname(__file__)])\n except Impor"}, {"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 10\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
bcc5a1b4f97e4fd31b1d8727fc7f8a5dcff9e43e
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python3 class sql_graph_info(): def __init__(self, node, interface, time, sql_creds, db): """ Initializer for the sql_graph_info Object. """ self.node = node self.interface = interface self.time = time self.sql_creds = sql_creds self.db = db ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 4 Invalid syntax at line 14: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 ✨ Improvements: Complete the expression on the last line Add closing quote at line 4 Review syntax near the error location
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 1
| 1
| 373
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python3\nclass sql_graph_info():\n def __init__(self, node, interface, time, sql_creds, db):\n \"\"\"\n Initializer for the sql_graph_info Object.\n \"\"\"\n self.node = node\n self.interface = interface\n self.time = time\n self.sql_creds = sql_creds\n self.db = db\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 4\n Invalid syntax at line 14: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 4\n Review syntax near the error location"}]
| false
| null | null | null |
bcc6795e9da5c859c6308d7dfd37a7f5806dbb41
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # test_fluxqubit.py # meant to be run with 'pytest' # # This file is part of scqubits. # # Copyright (c) 2019 and later, Jens Koch and Peter Groszkowski # All rights reserved. # # This source code is licensed under the BSD-style license found in the # LICENSE file in the root directory of this source tree. ############################################################################ import numpy as np from scqubits import FluxQubit from scqubits.tests.conftest import StandardTests # Complete this line class TestFluxQubit(StandardTests): @classmethod def setup_class(cls): cls.qbt = None cls.qbt_type = FluxQubit cls.file_str = "fluxqubit" cls.op1_str = "n_1_operator" cls.op2_str = "n_2_operator" cls.param_name = "flux" cls.param_list = np.linspace(0.45, 0.55, 50)
|
The missing line is:
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 830
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# test_fluxqubit.py\n# meant to be run with 'pytest'\n#\n# This file is part of scqubits.\n#\n# Copyright (c) 2019 and later, Jens Koch and Peter Groszkowski\n# All rights reserved.\n#\n# This source code is licensed under the BSD-style license found in the\n# LICENSE file in the root directory of this source tree.\n############################################################################\n\nimport numpy as np\n\nfrom scqubits import FluxQubit\nfrom scqubits.tests.conftest import StandardTests\n # Complete this line\n\nclass TestFluxQubit(StandardTests):\n @classmethod\n def setup_class(cls):\n cls.qbt = None\n cls.qbt_type = FluxQubit\n cls.file_str = \"fluxqubit\"\n cls.op1_str = \"n_1_operator\"\n cls.op2_str = \"n_2_operator\"\n cls.param_name = \"flux\"\n cls.param_list = np.linspace(0.45, 0.55, 50)"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
bcca1a19ecd367ba4725d3ef774b347cae61be62
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import FWCore.ParameterSet.Config as cms patPFParticles = cms.EDProducer("PATPFParticleProducer", # General configurables pfCandidateSource = cms.InputTag("noJet"), # MC matching configurables addGenMatch = cms.bool(False), genParticleMatch = cms.InputTag(""), ## particles source to be used for the MC matching ## must be an InputTag or VInputTag to a product of ## type edm::Association<reco::GenParticleCollection> embedGenMatch = cms.bool(False), ## embed gen match inside the object instead of storing the ref # add user data userData = cms.PSet( # add custom classes here userClasses = cms.PSet( src = cms.VInputTag('') ), # add doubles here userFloats = cms.PSet( src = cms.VInputTag('') ), # add ints here userInts = cms.PSet( src = cms.VInputTag('') ), # add candidate ptrs here userCands = cms.PSet( src = cms.VInputTag('') ), # add "inline" functions here userFunctions = cms.vstring(), userFunctionLabels = cms.vstring() ), # Efficiencies addEfficiencies = cms.bool(False), efficiencies = cms.PSet(), # resolution addResolutions = cms.bool(False), resolutions = cms.PSet(), )
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
oop
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 1,379
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport FWCore.ParameterSet.Config as cms\n\npatPFParticles = cms.EDProducer(\"PATPFParticleProducer\",\n # General configurables\n pfCandidateSource = cms.InputTag(\"noJet\"),\n\n # MC matching configurables\n addGenMatch = cms.bool(False),\n genParticleMatch = cms.InputTag(\"\"), ## particles source to be used for the MC matching\n ## must be an InputTag or VInputTag to a product of\n ## type edm::Association<reco::GenParticleCollection>\n embedGenMatch = cms.bool(False), ## embed gen match inside the object instead of storing the ref\n\n # add user data\n userData = cms.PSet(\n # add custom classes here\n userClasses = cms.PSet(\n src = cms.VInputTag('')\n ),\n # add doubles here\n userFloats = cms.PSet(\n src = cms.VInputTag('')\n ),\n # add ints here\n userInts = cms.PSet(\n src = cms.VInputTag('')\n ),\n # add candidate ptrs here\n userCands = cms.PSet(\n src = cms.VInputTag('')\n ),\n # add \"inline\" functions here\n userFunctions = cms.vstring(),\n userFunctionLabels = cms.vstring()\n ),\n\n # Efficiencies\n addEfficiencies = cms.bool(False),\n efficiencies = cms.PSet(),\n\n # resolution\n addResolutions = cms.bool(False),\n resolutions = cms.PSet(),\n)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
bcca9310b776373045a4dd0e28575a2063a3d591
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # coding: utf8 from __future__ import unicode_literals import pytest import spacy import json from api.server import parse, doc2json, load_model @pytest.fixture(scope="session") def model(): return "en_core_web_sm" @pytest.fixture(scope="session") def text(): return "This is a sentence about Facebook. This is another one." @pytest.fixture(scope="session") def nlp(model): return spacy.load(model) @pytest.fixture(scope="session") def doc(nlp, text): return nlp(text) def test_server_parse(model, text, doc): load_model(model) json_doc = parse(model, text) ... code continues ...
|
Completion: Missing: Function 'test_server_parse' is incomplete - body truncated To complete: • Complete the function 'test_server_parse' body and add missing return Example continuation: direct_json_doc = doc2json(doc, model) assert json.dumps(json_doc, sort_keys=True) == json.dumps( direct_json_doc, sort_keys=True )
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 9
| 0
| 593
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# coding: utf8\nfrom __future__ import unicode_literals\n\nimport pytest\nimport spacy\nimport json\n\nfrom api.server import parse, doc2json, load_model\n\n\n@pytest.fixture(scope=\"session\")\ndef model():\n return \"en_core_web_sm\"\n\n\n@pytest.fixture(scope=\"session\")\ndef text():\n return \"This is a sentence about Facebook. This is another one.\"\n\n\n@pytest.fixture(scope=\"session\")\ndef nlp(model):\n return spacy.load(model)\n\n\n@pytest.fixture(scope=\"session\")\ndef doc(nlp, text):\n return nlp(text)\n\n\ndef test_server_parse(model, text, doc):\n load_model(model)\n json_doc = parse(model, text)\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'test_server_parse' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'test_server_parse' body and add missing return\n\n Example continuation:\n direct_json_doc = doc2json(doc, model)\n assert json.dumps(json_doc, sort_keys=True) == json.dumps(\n direct_json_doc, sort_keys=True\n )"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
bccb37cf2799cc964344db7c5cf679594dae2889
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: ########################################################################## # # Copyright (c) 2018, Image Engine Design Inc. All rights reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are # met: # # * Redistributions of source code must retain the above # copyright notice, this list of conditions and the following # disclaimer. # # * Redistributions in binary form must reproduce the above # copyright notice, this list of conditions and the following # disclaimer in the documentation and/or other materials provided with # the distribution. # # * Neither the name of John Haddon nor the names of # any other contributors to this software may be used to endorse or # promote products derived from this software without specific prior # written permission. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS # IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, # THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR # PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR # CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, # EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, # PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR # PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF # LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING # NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS # SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. # ########################################################################## import IECore import IECoreScene import Gaffer import GafferScene import GafferArnold import GafferDispatch import GafferImage import imath import inspect class ArnoldTextureBake( GafferDispatch.TaskNode : class __CameraSetup( GafferScene.FilteredSceneProcessor ) : ... [2 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 23 • Unclosed '(' at line 49 - expected ')' Fix: Add missing ')' bracket at line 49
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 0
| 2
| 2,123
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n##########################################################################\n#\n# Copyright (c) 2018, Image Engine Design Inc. All rights reserved.\n#\n# Redistribution and use in source and binary forms, with or without\n# modification, are permitted provided that the following conditions are\n# met:\n#\n# * Redistributions of source code must retain the above\n# copyright notice, this list of conditions and the following\n# disclaimer.\n#\n# * Redistributions in binary form must reproduce the above\n# copyright notice, this list of conditions and the following\n# disclaimer in the documentation and/or other materials provided with\n# the distribution.\n#\n# * Neither the name of John Haddon nor the names of\n# any other contributors to this software may be used to endorse or\n# promote products derived from this software without specific prior\n# written permission.\n#\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS\n# IS\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO,\n# THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR\n# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR\n# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,\n# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,\n# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR\n# PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF\n# LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING\n# NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS\n# SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n#\n##########################################################################\n\nimport IECore\nimport IECoreScene\n\nimport Gaffer\nimport GafferScene\nimport GafferArnold\nimport GafferDispatch\nimport GafferImage\n\nimport imath\nimport inspect\n\nclass ArnoldTextureBake( GafferDispatch.TaskNode :\n\n\tclass __CameraSetup( GafferScene.FilteredSceneProcessor ) :\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 23\n \u2022 Unclosed '(' at line 49 - expected ')'\n\n Fix: Add missing ')' bracket at line 49"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
bcccafa97336dc1ded4587f29664425a01e6d815
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # ------------------------------------------------------------------------------ # # Copyright 2022 Valory AG # Copyright 2018-2021 Fetch.AI 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. # # ------------------------------------------------------------------------------ def _to_camel_case(text: str) -> str: """ Convert a text in snake_case format into the CamelCase format. :param text: the text to be converted. :return: The text in CamelCase format. """ return "".join(word.title() for word in text.split("_")) def _camel_case_to_snake_case(text: str) -> str: """ Convert a text in CamelCase format into the snake_case format. :param text: the text to be converted. :return: The text in CamelCase format. """ return re.sub(r"(?<!^)(?=[A-Z])", "_", text).lower() def _match_brackets(text: str, index_of_open_bracket: int) -> int: """ Give the index of the matching close bracket for the opening bracket at 'index_of_open_bracket' in the input 'text'. :param text: the text containing the brackets. :param index_of_open_bracket: the index of the opening bracket. :return: the index of the matching closing bracket (if any). :raises SyntaxError if there are no matching closing bracket. """ if text[index_of_open_bracket] != "[": raise SyntaxError( "Index {} in 'text' is not an open bracket '['. It is {}".format( index_of_open_bracket, text[index_of_open_bracket], ) ) open_bracket_stack = [] for index in range(index_of_open_bracket, len(text)): if text[index] == "[": open_bracket_stack.append(text[index]) elif text[index] == "]": open_bracket_stack.pop() if not open_bracket_stack: return index raise SyntaxError( "No matching closing bracket ']' for the opening bracket '[' at {} " + str(index_of_open_bracket) ) ... [18 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 21 • Unmatched closing bracket ')' at line 56 Fixes: • Complete the expression on the last line • Add closing quote at line 21 • Add closing ']' bracket
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 2,579
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# ------------------------------------------------------------------------------\n#\n# Copyright 2022 Valory AG\n# Copyright 2018-2021 Fetch.AI 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 implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n# ------------------------------------------------------------------------------\ndef _to_camel_case(text: str) -> str:\n \"\"\"\n Convert a text in snake_case format into the CamelCase format.\n\n :param text: the text to be converted.\n :return: The text in CamelCase format.\n \"\"\"\n return \"\".join(word.title() for word in text.split(\"_\"))\n\n\ndef _camel_case_to_snake_case(text: str) -> str:\n \"\"\"\n Convert a text in CamelCase format into the snake_case format.\n\n :param text: the text to be converted.\n :return: The text in CamelCase format.\n \"\"\"\n return re.sub(r\"(?<!^)(?=[A-Z])\", \"_\", text).lower()\n\n\ndef _match_brackets(text: str, index_of_open_bracket: int) -> int:\n \"\"\"\n Give the index of the matching close bracket for the opening bracket at 'index_of_open_bracket' in the input 'text'.\n\n :param text: the text containing the brackets.\n :param index_of_open_bracket: the index of the opening bracket.\n\n :return: the index of the matching closing bracket (if any).\n :raises SyntaxError if there are no matching closing bracket.\n \"\"\"\n if text[index_of_open_bracket] != \"[\":\n raise SyntaxError(\n \"Index {} in 'text' is not an open bracket '['. It is {}\".format(\n index_of_open_bracket,\n text[index_of_open_bracket],\n )\n )\n\n open_bracket_stack = []\n for index in range(index_of_open_bracket, len(text)):\n if text[index] == \"[\":\n open_bracket_stack.append(text[index])\n elif text[index] == \"]\":\n open_bracket_stack.pop()\n if not open_bracket_stack:\n return index\n raise SyntaxError(\n \"No matching closing bracket ']' for the opening bracket '[' at {} \"\n + str(index_of_open_bracket)\n )\n\n\n\n ... [18 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 21\n \u2022 Unmatched closing bracket ')' at line 56\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 21\n \u2022 Add closing ']' bracket"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
bccd1fa8fe336f245d1474aeb673c6c021c08a1b
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: # -*- coding: utf-8 -*- # FOGLAMP_BEGIN # See: http://foglamp.readthedocs.io/ # FOGLAMP_END import os import asyncio import json from unittest.mock import MagicMock, patch from collections import Counter from aiohttp import web import pytest from foglamp.services.core import routes from foglamp.services.core import connect from foglamp.plugins.storage.common.backup import Backup from foglamp.plugins.storage.common.restore import Restore from foglamp.plugins.storage.common import exceptions from foglamp.services.core.api import backup_restore from foglamp.common.storage_client.storage_client import StorageClientAsync def mock_coro(*args, **kwargs): if len(args) >= 0: return args[0] else: return "" @pytest.allure.feature("unit") @pytest.allure.story("api", "backup") class TestBackup: """Unit test the Backup functionality """ @pytest.fixture def client(self, loop, test_client): app = web.Application(loop=loop) # fill the routes table routes.setup(app) return loop.run_until_complete(test_client(app)) @pytest.mark.parametrize("input_data, expected", [ (1, "RUNNING"), (2, "COMPLETED"), (3, "CANCELED"), (4, "INTERRUPTED"), (5, "FAILED"), (6, "RESTORED"), (7, "UNKNOWN") ]) ... [3 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong inequality operator Severity: CRITICAL Location: Line 26 Buggy code: if len(args) >= 0: Should be: if len(args) > 0: Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
testing
|
logical_errors
|
Pythoncode:Python
| 2
| 1
| 1,376
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n# FOGLAMP_BEGIN\n# See: http://foglamp.readthedocs.io/\n# FOGLAMP_END\n\nimport os\nimport asyncio\nimport json\n\nfrom unittest.mock import MagicMock, patch\nfrom collections import Counter\nfrom aiohttp import web\nimport pytest\nfrom foglamp.services.core import routes\nfrom foglamp.services.core import connect\n\nfrom foglamp.plugins.storage.common.backup import Backup\nfrom foglamp.plugins.storage.common.restore import Restore\nfrom foglamp.plugins.storage.common import exceptions\n\nfrom foglamp.services.core.api import backup_restore\nfrom foglamp.common.storage_client.storage_client import StorageClientAsync\n\ndef mock_coro(*args, **kwargs):\n if len(args) >= 0:\n return args[0]\n else:\n return \"\"\n\n\n@pytest.allure.feature(\"unit\")\n@pytest.allure.story(\"api\", \"backup\")\nclass TestBackup:\n \"\"\"Unit test the Backup functionality\n \"\"\"\n @pytest.fixture\n def client(self, loop, test_client):\n app = web.Application(loop=loop)\n # fill the routes table\n routes.setup(app)\n return loop.run_until_complete(test_client(app))\n\n @pytest.mark.parametrize(\"input_data, expected\", [\n (1, \"RUNNING\"),\n (2, \"COMPLETED\"),\n (3, \"CANCELED\"),\n (4, \"INTERRUPTED\"),\n (5, \"FAILED\"),\n (6, \"RESTORED\"),\n (7, \"UNKNOWN\")\n ])\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong inequality operator\n Severity: CRITICAL\n\n Location: Line 26\n\n Buggy code:\n if len(args) >= 0:\n\n Should be:\n if len(args) > 0:\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
bccd22c451ca48a6b2b63fe4d46e6f3d5177271f
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: class FeatureSelection(Enum): @classmethod def missing_value_ratio(cls, threshold): return @classmethod def low_variance_filter(cls, threshold): return @classmethod def high_correlation_filter(cls, threshold): return @classmethod def random_forest(cls): from sklearn.ensemble import RandomForestRegressor RF = RandomForestRegressor() RF.fit() RF.feature_importances_ return @classmethod def backward_feature_extraction(cls): from sklearn.linear_model import LinearRegression from sklearn.feature_selection import RFE clf = LinearRegression() rfe = RFE(clf, 10) rfe = rfe.fit_transform() return @classmethod def forward_feature_extraction(cls): from sklearn.feature_selection import f_regression ffs = f_regression() return class ProjectionBased(Enum): @classmethod def isomap(cls): from sklearn.manifold import Isomap ISOMAP = Isomap(neighbors_algorithm=5, n_components=3, n_jobs=-1) ISOMAP.fit_transform() return @classmethod def tsne(cls): from sklearn.manifold import TSNE tsne = TSNE(n_components=3, n_iter=300) tsne.fit_transform() return @classmethod def umap(cls): # install umap return class ComponentsFactorsBased(Enum): @classmethod def factor_analysis(cls): from sklearn.decomposition import FactorAnalysis FA = FactorAnalysis(n_components=3) FA.fit_transform() return @classmethod def pca(cls): from sklearn.decomposition import PCA pca = PCA(n_components=3) pca.fit_transform() return @classmethod def ica(cls): from sklearn.decomposition import FastICA ICA = FastICA(n_components=3) ICA.fit_transform() return @classmethod def lda(cls, solver='svd', n_components=3): from sklearn.discriminant_analysis import LinearDiscriminantAnalysis LDA = LinearDiscriminantAnalysis(solver=solver, n_components=n_components) LDA.fit_transform() return
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 3 Unexpected indentation at line 7 Unexpected indentation at line 11 Unexpected indentation at line 15 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 23 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 32 Unexpected indentation at line 34 Unexpected indentation at line 41 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 55 Unexpected indentation at line 57 Unexpected indentation at line 62 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 69 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 76 Unexpected indentation at line 78 Unexpected indentation at line 79 Unexpected indentation at line 80 Unexpected indentation at line 83 Unexpected indentation at line 85 Unexpected indentation at line 86 Unexpected indentation at line 87 ✨ Improvements: Add docstring to class 'FeatureSelection' Add docstring to class 'ProjectionBased' Add docstring to class 'ComponentsFactorsBased' Add docstring to function 'random_forest' Add docstring to function 'backward_feature_extraction' Add docstring to function 'isomap' Add docstring to function 'tsne' Add docstring to function 'factor_analysis' Add docstring to function 'pca' Add docstring to function 'ica' Add docstring to function 'lda'
|
advanced
|
database
|
code_review
|
Pythoncode:Python
| 13
| 3
| 2,216
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nclass FeatureSelection(Enum):\n @classmethod\n def missing_value_ratio(cls, threshold):\n return\n\n @classmethod\n def low_variance_filter(cls, threshold):\n return\n\n @classmethod\n def high_correlation_filter(cls, threshold):\n return\n\n @classmethod\n def random_forest(cls):\n from sklearn.ensemble import RandomForestRegressor\n RF = RandomForestRegressor()\n RF.fit()\n RF.feature_importances_\n return\n\n @classmethod\n def backward_feature_extraction(cls):\n from sklearn.linear_model import LinearRegression\n from sklearn.feature_selection import RFE\n clf = LinearRegression()\n rfe = RFE(clf, 10)\n rfe = rfe.fit_transform()\n return\n\n @classmethod\n def forward_feature_extraction(cls):\n from sklearn.feature_selection import f_regression\n ffs = f_regression()\n\n return\n\n\nclass ProjectionBased(Enum):\n @classmethod\n def isomap(cls):\n from sklearn.manifold import Isomap\n ISOMAP = Isomap(neighbors_algorithm=5, n_components=3, n_jobs=-1)\n ISOMAP.fit_transform()\n return\n\n @classmethod\n def tsne(cls):\n from sklearn.manifold import TSNE\n tsne = TSNE(n_components=3, n_iter=300)\n tsne.fit_transform()\n return\n\n @classmethod\n def umap(cls):\n # install umap\n return\n\n\nclass ComponentsFactorsBased(Enum):\n @classmethod\n def factor_analysis(cls):\n from sklearn.decomposition import FactorAnalysis\n FA = FactorAnalysis(n_components=3)\n FA.fit_transform()\n return\n\n @classmethod\n def pca(cls):\n from sklearn.decomposition import PCA\n pca = PCA(n_components=3)\n pca.fit_transform()\n return\n\n @classmethod\n def ica(cls):\n from sklearn.decomposition import FastICA\n ICA = FastICA(n_components=3)\n ICA.fit_transform()\n return\n\n @classmethod\n def lda(cls, solver='svd', n_components=3):\n from sklearn.discriminant_analysis import LinearDiscriminantAnalysis\n LDA = LinearDiscriminantAnalysis(solver=solver, n_components=n_components)\n LDA.fit_transform()\n return"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 3\n Unexpected indentation at line 7\n Unexpected indentation at line 11\n Unexpected indentation at line 15\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 23\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 32\n Unexpected indentation at line 34\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 55\n Unexpected indentation at line 57\n Unexpected indentation at line 62\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 69\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 76\n Unexpected indentation at line 78\n Unexpected indentation at line 79\n Unexpected indentation at line 80\n Unexpected indentation at line 83\n Unexpected indentation at line 85\n Unexpected indentation at line 86\n Unexpected indentation at line 87\n\n\u2728 Improvements:\n Add docstring to class 'FeatureSelection'\n Add docstring to class 'ProjectionBased'\n Add docstring to class 'ComponentsFactorsBased'\n Add docstring to function 'random_forest'\n Add docstring to function 'backward_feature_extraction'\n Add docstring to function 'isomap'\n Add docstring to function 'tsne'\n Add docstring to function 'factor_analysis'\n Add docstring to function 'pca'\n Add docstring to function 'ica'\n Add docstring to function 'lda'"}]
| false
| null | null | null |
bccd4ecf3e75810f078465ed5395ba34d886f56a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """ These methods can be called inside WebCAT to determine which tests are loaded for a given section/exam pair. This allows a common WebCAT submission site to support different project tests """ def section(): # Instructor section (instructor to change before dist Error: SyntaxError / EOF
|
Fixed Code: """ These methods can be called inside WebCAT to determine which tests are loaded for a given section/exam pair. This allows a common WebCAT submission site to support different project tests """ def section(): # Instructor section (instructor to change before distribution) #return 8527 #return 8528 return 8529 Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 271
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\nThese methods can be called inside WebCAT to determine which tests are loaded\nfor a given section/exam pair. This allows a common WebCAT submission site to\nsupport different project tests \n\"\"\"\ndef section():\n # Instructor section (instructor to change before dist\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\nThese methods can be called inside WebCAT to determine which tests are loaded\nfor a given section/exam pair. This allows a common WebCAT submission site to\nsupport different project tests \n\"\"\"\ndef section():\n # Instructor section (instructor to change before distribution)\n #return 8527\n #return 8528\n return 8529\n\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bccea585927cd051fb0a3ed4b33c0aada5c1d9b8
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from datetime import datetime import scrapy import lxml from lxml.html.clean import Cleaner import re SOURCE = 'Página 12' LANGUAGE = 'es' cleaner = Cleaner(allow_tags=['p', 'br', 'b', 'a', 'strong', 'i', 'em']) class Pagina12Spider(scrapy.Spider): name = 'pagina12' allowed_domains = ['www.pagina12.com.ar'] start_urls = ['https://www.pagina12.com.ar/'] def start_requests(self): url = getattr(self, 'article_url', None) if url is not None: yield scrapy.Request(url, callback=self.parse_article, cb_kwargs=dict(url=url)) def parse(self, response): urls = [] for article in response.css('article'): link = article.css('a') url = link.attrib['href'] if not url: continue if not url.startswith('http'): url = 'https://www.pagina12.com.ar' + url urls.append(url) maybe_img = article.css('img.show-for-large-only') obj = { 'title': article.css('.article-title a::text, a .title::text').get(), 'volanta': (article.css('.article-title a .title-prefix::text').get() or '').strip(), 'url': url, 'image': maybe_img.attrib['src'] if maybe_img else None, 'source': SOURCE, 'source_language': LANGUAGE, } yield obj request = scrapy.Request(url, callback=self.parse_article, cb_kwargs=dict(url=url)) yield request yield {'homepage': urls, 'source': SOURCE} def parse_article(self, response, url): html = ''.join(response.xpath('//div[@class="article-main-content article-text "]/p').extract()) if not html:
|
return content = lxml.html.tostring(cleaner.clean_html(lxml.html.fromstring(html))).decode('utf-8') date = response.css('div.date span::text').get().strip() date_fragments = re.match(r'^([0-9]{1,2}) de ([a-z]+) de ([0-9]{4})$', date) months = { 'enero': 1, 'febrero': 2, 'marzo': 3, 'abril': 4, 'mayo': 5, 'junio': 6, 'julio': 7, 'agosto': 8, 'septiembre': 9, 'octubre': 10, 'noviembre': 11, 'diciembre': 12, } day = int(date_fragments.group(1)) month = months[date_fragments.group(2)] year = int(date_fragments.group(3)) hour = 0 minute = 0 date = datetime(year, month, day, hour, minute) obj = { 'url': url, 'content': content, 'date': date.isoformat() } yield obj
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 2,727
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom datetime import datetime\nimport scrapy\nimport lxml\nfrom lxml.html.clean import Cleaner\nimport re\n\n\nSOURCE = 'P\u00e1gina 12'\nLANGUAGE = 'es'\ncleaner = Cleaner(allow_tags=['p', 'br', 'b', 'a', 'strong', 'i', 'em'])\nclass Pagina12Spider(scrapy.Spider):\n name = 'pagina12'\n allowed_domains = ['www.pagina12.com.ar']\n start_urls = ['https://www.pagina12.com.ar/']\n\n def start_requests(self):\n url = getattr(self, 'article_url', None)\n if url is not None:\n yield scrapy.Request(url, callback=self.parse_article, cb_kwargs=dict(url=url))\n\n def parse(self, response):\n urls = []\n for article in response.css('article'):\n link = article.css('a')\n url = link.attrib['href']\n if not url:\n continue\n if not url.startswith('http'):\n url = 'https://www.pagina12.com.ar' + url\n urls.append(url)\n\n maybe_img = article.css('img.show-for-large-only')\n obj = {\n 'title': article.css('.article-title a::text, a .title::text').get(),\n 'volanta': (article.css('.article-title a .title-prefix::text').get() or '').strip(),\n 'url': url,\n 'image': maybe_img.attrib['src'] if maybe_img else None,\n 'source': SOURCE,\n 'source_language': LANGUAGE,\n }\n\n yield obj\n request = scrapy.Request(url, callback=self.parse_article, cb_kwargs=dict(url=url))\n yield request\n yield {'homepage': urls, 'source': SOURCE}\n\n def parse_article(self, response, url):\n html = ''.join(response.xpath('//div[@class=\"article-main-content article-text \"]/p').extract())\n if not html:"}, {"role": "assistant", "content": "\n return\n content = lxml.html.tostring(cleaner.clean_html(lxml.html.fromstring(html))).decode('utf-8')\n\n date = response.css('div.date span::text').get().strip()\n date_fragments = re.match(r'^([0-9]{1,2}) de ([a-z]+) de ([0-9]{4})$', date)\n months = {\n 'enero': 1,\n 'febrero': 2,\n 'marzo': 3,\n 'abril': 4,\n 'mayo': 5,\n 'junio': 6,\n 'julio': 7,\n 'agosto': 8,\n 'septiembre': 9,\n 'octubre': 10,\n 'noviembre': 11,\n 'diciembre': 12,\n }\n day = int(date_fragments.group(1))\n month = months[date_fragments.group(2)]\n year = int(date_fragments.group(3))\n hour = 0\n minute = 0\n date = datetime(year, month, day, hour, minute)\n\n obj = {\n 'url': url,\n 'content': content,\n 'date': date.isoformat()\n }\n\n yield obj"}]
| false
| null | null | null |
bccf9e77bf6eaccd18d5b5a8053e3859146a0272
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from calendar import c from typing import Dict, List, Union from zlib import DEF_BUF_SIZE import json_lines import numpy as np import re from sklearn.preprocessing import MultiLabelBinarizer from sklearn.manifold import TSNE from sklearn.preprocessing import StandardScaler import pandas as pd import json from scipy.sparse.linalg import svds from scipy.spatial import distance import os import streamlit as st def preprocess_ingredients(ingredients): processed_ingredients = [] for i in range(len(ingredients)): processed_ingredient = re.sub( r"\(([^)]*)\)|(([0-9]\d{0,2}(\.\d{1,3})*(,\d+)?)(%|mg|units))|(<\/?i>)|(\/.+)|(\\.+)|\[([^\]]*)\]", "", ingredients[i], ).strip() if ( processed_ingredient.lower() == "water" or processed_ingredient.lower() == "aqua" or processed_ingredient.lower() == "eau" ): processed_ingredient = "Water" processed_ingredients.append(processed_ingredient) return processed_ingredients @st.experimental_memo def content_recommender(opt, _item1, _item2, _item3, df) -> pd.DataFrame: content_df = df[df.category == opt] content_df["ingredients"] = content_df["ingredients"].map(preprocess_ingredients) mlb = MultiLabelBinarizer() output = mlb.fit_transform(content_df.ingredients.values) content_df = content_df.drop(["ingredients"], axis=1) model = TSNE(n_components=2, learning_rate=200) tsne_features = model.fit_transform(output) content_df["X"] = tsne_features[:, 0] content_df["Y"] = tsne_features[:, 1] content_df["dist"] = 0.0 item1 = content_df[content_df["product_name"] == _item1] item2 = content_df[content_df["product_name"] == _item2] item3 = content_df[content_df["product_name"] == _item3] p1 = np.array([item1["X"], item1["Y"]]).reshape(1, -1) p2 = np.array([item2["X"], item2["Y"]]).reshape(1, -1) p3 = np.array([item3["X"], item3["Y"]]).reshape(1, -1) for ind, item in content_df.iterrows(): pn = np.array([item.X, item.Y]).reshape(-1, 1) df.at[ind, "dist"] = min( distance.chebyshev(p1, pn), distance.chebyshev(p2, pn), distance.chebyshev(p3, pn), ) content_df = content_df[~content_df.product_name.isin([_item1, _item2, _item3])] content_df = content_df.sort_values("dist") return content_df @st.experimental_memo ... [1 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unmatched closing bracket ')' at line 22 Unmatched closing bracket ']' at line 22 Invalid syntax at line 72: ... [1 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 20 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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intermediate
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database
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debugging
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Pythoncode:Python
| 2
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom calendar import c\nfrom typing import Dict, List, Union\nfrom zlib import DEF_BUF_SIZE\nimport json_lines\nimport numpy as np\nimport re\nfrom sklearn.preprocessing import MultiLabelBinarizer\nfrom sklearn.manifold import TSNE\nfrom sklearn.preprocessing import StandardScaler\nimport pandas as pd\nimport json\nfrom scipy.sparse.linalg import svds\nfrom scipy.spatial import distance\nimport os\nimport streamlit as st\n\n\ndef preprocess_ingredients(ingredients):\n processed_ingredients = []\n for i in range(len(ingredients)):\n processed_ingredient = re.sub(\n r\"\\(([^)]*)\\)|(([0-9]\\d{0,2}(\\.\\d{1,3})*(,\\d+)?)(%|mg|units))|(<\\/?i>)|(\\/.+)|(\\\\.+)|\\[([^\\]]*)\\]\",\n \"\",\n ingredients[i],\n ).strip()\n if (\n processed_ingredient.lower() == \"water\"\n or processed_ingredient.lower() == \"aqua\"\n or processed_ingredient.lower() == \"eau\"\n ):\n processed_ingredient = \"Water\"\n processed_ingredients.append(processed_ingredient)\n return processed_ingredients\n\n\n@st.experimental_memo\ndef content_recommender(opt, _item1, _item2, _item3, df) -> pd.DataFrame:\n content_df = df[df.category == opt]\n content_df[\"ingredients\"] = content_df[\"ingredients\"].map(preprocess_ingredients)\n mlb = MultiLabelBinarizer()\n output = mlb.fit_transform(content_df.ingredients.values)\n content_df = content_df.drop([\"ingredients\"], axis=1)\n model = TSNE(n_components=2, learning_rate=200)\n tsne_features = model.fit_transform(output)\n\n content_df[\"X\"] = tsne_features[:, 0]\n content_df[\"Y\"] = tsne_features[:, 1]\n content_df[\"dist\"] = 0.0\n\n item1 = content_df[content_df[\"product_name\"] == _item1]\n item2 = content_df[content_df[\"product_name\"] == _item2]\n item3 = content_df[content_df[\"product_name\"] == _item3]\n\n p1 = np.array([item1[\"X\"], item1[\"Y\"]]).reshape(1, -1)\n p2 = np.array([item2[\"X\"], item2[\"Y\"]]).reshape(1, -1)\n p3 = np.array([item3[\"X\"], item3[\"Y\"]]).reshape(1, -1)\n\n for ind, item in content_df.iterrows():\n pn = np.array([item.X, item.Y]).reshape(-1, 1)\n df.at[ind, \"dist\"] = min(\n distance.chebyshev(p1, pn),\n distance.chebyshev(p2, pn),\n distance.chebyshev(p3, pn),\n )\n content_df = content_df[~content_df.product_name.isin([_item1, _item2, _item3])]\n content_df = content_df.sort_values(\"dist\")\n return content_df\n\n\n@st.experimental_memo\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unmatched closing bracket ')' at line 22\n Unmatched closing bracket ']' at line 22\n Invalid syntax at line 72: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 20\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
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bccfcca536c98cf3954ec419341b10079911dafc
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: #!/usr/bin/env python # # Copyright (c) 2018, Pycom Limited. # # This software is licensed under the GNU GPL version 3 or any # later version, with permitted additional terms. For more information # see the Pycom Licence v1.0 document supplied with this file, or # available at https://www.pycom.io/opensource/licensing # def open_macs_db(db_filename): global macs_db if not os.path.exists(db_filename): print("MAC addresses database not found") sys.exit(1) macs_db = sqlite3.connect(db_filename) def fetch_MACs(number): return [x[0].encode('ascii', 'ignore') for x in macs_db.execute("select mac from macs where status = 0 order by rowid asc limit ?", (number,)).fetchall()] def set_mac_status(mac, wmac, status): macs_db.execute("update macs set status = ?, last_touch = strftime('%s','now'), wmac = ? where mac = ?", (status, wmac, mac)) macs_db.commit() def print_exception(e): print ('Exception: {}, on line {}'.format(e, sys.exc_info()[-1].tb_lineno)) def erase_flash(port, command): global working_threads process = subprocess.Popen(command, stdout=subprocess.PIPE, stderr=subprocess.STDOUT) num_erases = 0 # poll the process for new output until finished while True: nextline = process.stdout.readline() if nextline == '' and process.poll() != None: break if 'Chip erase completed successfully' in nextline: sys.stdout.write('Board erased OK on port %s\n' % port) num_erases += 1 sys.stdout.flush() # hack to give feedback to the main thread if process.returncode != 0 or num_erases != 1: working_threads[port] = None def read_wlan_mac(port, command): global working_threads global wmacs process = subprocess.Popen(command, stdout=subprocess.PIPE, stderr=subprocess.STDOUT) mac_read = False # poll the process for new output until finished while True: nextline = process.stdout.readline() if nextline == '' and process.poll() != None: break if 'MAC: ' in nextline: wmacs[port] = nextline[5:-1].replace(":", "-").upper() sys.stdout.write('MAC address %s read OK on port %s\n' % (nextline[5:-1], port)) mac_read = True sys.stdout.flush() # hack to give feedback to the main thread if process.returncode != 0 or not mac_read: working_threads[port] = None ... [7 more functiondefs truncated] ...
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Functions: open_macs_db, fetch_MACs, set_mac_status, print_exception, erase_flash This code demonstrates Pythoncode:Python programming.
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advanced
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api
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code_explanation
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Pythoncode:Python
| 6
| 0
| 2,488
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python\n#\n# Copyright (c) 2018, Pycom Limited.\n#\n# This software is licensed under the GNU GPL version 3 or any\n# later version, with permitted additional terms. For more information\n# see the Pycom Licence v1.0 document supplied with this file, or\n# available at https://www.pycom.io/opensource/licensing\n#\n\ndef open_macs_db(db_filename):\n global macs_db\n if not os.path.exists(db_filename):\n print(\"MAC addresses database not found\")\n sys.exit(1)\n macs_db = sqlite3.connect(db_filename)\n\ndef fetch_MACs(number):\n return [x[0].encode('ascii', 'ignore') for x in macs_db.execute(\"select mac from macs where status = 0 order by rowid asc limit ?\", (number,)).fetchall()]\n\ndef set_mac_status(mac, wmac, status):\n macs_db.execute(\"update macs set status = ?, last_touch = strftime('%s','now'), wmac = ? where mac = ?\", (status, wmac, mac))\n macs_db.commit()\n\ndef print_exception(e):\n print ('Exception: {}, on line {}'.format(e, sys.exc_info()[-1].tb_lineno))\n\ndef erase_flash(port, command):\n global working_threads\n process = subprocess.Popen(command, stdout=subprocess.PIPE, stderr=subprocess.STDOUT)\n num_erases = 0\n\n # poll the process for new output until finished\n while True:\n nextline = process.stdout.readline()\n if nextline == '' and process.poll() != None:\n break\n if 'Chip erase completed successfully' in nextline:\n sys.stdout.write('Board erased OK on port %s\\n' % port)\n num_erases += 1\n sys.stdout.flush()\n\n # hack to give feedback to the main thread\n if process.returncode != 0 or num_erases != 1:\n working_threads[port] = None\n\ndef read_wlan_mac(port, command):\n global working_threads\n global wmacs\n process = subprocess.Popen(command, stdout=subprocess.PIPE, stderr=subprocess.STDOUT)\n\n mac_read = False\n\n # poll the process for new output until finished\n while True:\n nextline = process.stdout.readline()\n if nextline == '' and process.poll() != None:\n break\n if 'MAC: ' in nextline:\n wmacs[port] = nextline[5:-1].replace(\":\", \"-\").upper()\n sys.stdout.write('MAC address %s read OK on port %s\\n' % (nextline[5:-1], port))\n mac_read = True\n sys.stdout.flush()\n\n # hack to give feedback to the main thread\n if process.returncode != 0 or not mac_read:\n working_threads[port] = None\n\n\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: open_macs_db, fetch_MACs, set_mac_status, print_exception, erase_flash\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
bccff1b3d6077ecdb8e86f1fedd69c5761247393
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import datetime from django.utils import timezone from django.contrib.auth.models import User from hknweb.events.models import Event, EventType, Rsvp class ModelFactory: @staticmethod def create_user(**kwargs): default_kwargs = { "username": "default username", } kwargs = {**default_kwargs, **kwargs} return User.objects.create(**kwargs) @staticmethod def create_event_type(**kwargs): default_kwargs = { "type": "default event type", } kwargs = {**default_kwargs, **kwargs} return EventType.objects.create(**kwargs) @staticmethod def create_event(name, event_type, created_by, **kwargs): required_kwargs = { "name": name, "event_type": event_type, "created_by": created_by, } default_kwargs = { "start_time": timezone.now(), "end_time": timezone.now() + datetime.timedelta(hours=2), "location": "default location", "description": "default description", } kwargs = {**required_kwargs, **default_kwargs, **kwargs} return Event.objects.create(**kwargs) @staticmethod def create_rsvp(user, event, **kwargs): required_kwargs = { "user": user, "event": event, } kwargs = {**required_kwargs, **kwargs} return Rsvp.objects.create(**kwargs) @staticmethod def create_event_with_rsvps(): event_create_user = ModelFactory.create_user(username="event create user") num_rsvps = 3 rsvp_users = [ ModelFactory.create_user(username="rsvp_user_{}".format(str(i))) for i in range(1, 1 + num_rsvps) ] event_type = ModelFactory.create_event_type() event_name = "custom event name" event = ModelFactory.create_event( name=event_name, event_type=event_type, created_by=event_create_user, rsvp_limit=num_rsvps - 1, ) rsvps = [ModelFactory.create_rsvp(rsvp_user, event) for rsvp_user in rsvp_users] return ( event_create_user, rsvp_users, event_type, event_name, event, rsvps, )
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 💡 Suggestions: Add docstring to class 'ModelFactory' Add docstring to function 'create_event' Add docstring to function 'create_event_with_rsvps'
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advanced
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database
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debugging
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Pythoncode:Python
| 5
| 1
| 2,315
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport datetime\n\nfrom django.utils import timezone\n\nfrom django.contrib.auth.models import User\nfrom hknweb.events.models import Event, EventType, Rsvp\n\n\nclass ModelFactory:\n @staticmethod\n def create_user(**kwargs):\n default_kwargs = {\n \"username\": \"default username\",\n }\n kwargs = {**default_kwargs, **kwargs}\n return User.objects.create(**kwargs)\n\n @staticmethod\n def create_event_type(**kwargs):\n default_kwargs = {\n \"type\": \"default event type\",\n }\n kwargs = {**default_kwargs, **kwargs}\n return EventType.objects.create(**kwargs)\n\n @staticmethod\n def create_event(name, event_type, created_by, **kwargs):\n required_kwargs = {\n \"name\": name,\n \"event_type\": event_type,\n \"created_by\": created_by,\n }\n default_kwargs = {\n \"start_time\": timezone.now(),\n \"end_time\": timezone.now() + datetime.timedelta(hours=2),\n \"location\": \"default location\",\n \"description\": \"default description\",\n }\n kwargs = {**required_kwargs, **default_kwargs, **kwargs}\n return Event.objects.create(**kwargs)\n\n @staticmethod\n def create_rsvp(user, event, **kwargs):\n required_kwargs = {\n \"user\": user,\n \"event\": event,\n }\n kwargs = {**required_kwargs, **kwargs}\n return Rsvp.objects.create(**kwargs)\n\n @staticmethod\n def create_event_with_rsvps():\n event_create_user = ModelFactory.create_user(username=\"event create user\")\n num_rsvps = 3\n rsvp_users = [\n ModelFactory.create_user(username=\"rsvp_user_{}\".format(str(i)))\n for i in range(1, 1 + num_rsvps)\n ]\n\n event_type = ModelFactory.create_event_type()\n event_name = \"custom event name\"\n\n event = ModelFactory.create_event(\n name=event_name,\n event_type=event_type,\n created_by=event_create_user,\n rsvp_limit=num_rsvps - 1,\n )\n\n rsvps = [ModelFactory.create_rsvp(rsvp_user, event) for rsvp_user in rsvp_users]\n\n return (\n event_create_user,\n rsvp_users,\n event_type,\n event_name,\n event,\n rsvps,\n )"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 11\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'ModelFactory'\n Add docstring to function 'create_event'\n Add docstring to function 'create_event_with_rsvps'"}]
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bccff8756b8fd9c49c849a5ee7e86c1a5271fe95
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: from django.shortcuts import redirect from .forms import PrescriptionForm from core.views import is_doctor, is_nurse, is_admin, is_patient from core.models import * from .models import Prescription from django.contrib.auth.decorators import login_required, user_passes_test from django.utils import timezone from django.shortcuts import render from django.core.urlresolvers import reverse def not_admin(user): """ :param user: The User in question :return: True if the user is anything but an Admin """ return not is_admin(user) def is_doctor_or_nurse(user): """ :param user: The User in question :return: True if the user is a Doctor or Nurse """ return is_doctor(user) or is_nurse(user) @login_required @user_passes_test(is_doctor) def new_prescription(request): """ Page for the form a doctor fills out to prescribe a drug :param request: the request with possible form submission # Complete this line """ if request.method == 'POST': prescription_form = PrescriptionForm(data=request.POST) validity = prescription_form.is_valid() if validity: prescription = prescription_form.save(commit=False) prescription.date_prescribed = timezone.now() prescription.doctor = Doctor.objects.all().get(user=request.user) prescription.save() log = Log.objects.create_Log(request.user, request.user.username, timezone.now(), "Prescription filled out") log.save() else: print("Error") print(prescription_form.errors) if 'submit_singular' in request.POST and validity: return redirect('prescriptions') elif 'submit_another' in request.POST: prescription_form = PrescriptionForm() else: prescription_form = PrescriptionForm() context = {"prescription_form": prescription_form} return render(request, 'prescriptions/makenew.html', context) def get_prescription_list_for(cpatient): """ Generic getter for a specific patient's prescription list :param cpatient: Patient to fetch list for :return: context of Prescription list """ Prescriptions = Prescription.objects.all().filter(patient=cpatient) per = [] for p in Prescriptions.iterator(): per.append(str(dict(p.TIME_CHOICES)[p.Time_units])) p_list = zip(Prescriptions, per) return {"Labels": ["Doctor", "Drug", "Dosage", "Rate"], "Name": str(cpatient), "Prescriptions": p_list} @login_required @user_passes_test(not_admin) ... [3 more functiondefs truncated] ...
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The missing line is: :return: Prescription form or redirect to listing page (below)
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intermediate
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testing
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fill_in_the_blank
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Pythoncode:Python
| 4
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| 2,707
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom django.shortcuts import redirect\n\nfrom .forms import PrescriptionForm\n\nfrom core.views import is_doctor, is_nurse, is_admin, is_patient\n\nfrom core.models import *\nfrom .models import Prescription\n\nfrom django.contrib.auth.decorators import login_required, user_passes_test\nfrom django.utils import timezone\nfrom django.shortcuts import render\nfrom django.core.urlresolvers import reverse\n\n\ndef not_admin(user):\n \"\"\"\n :param user: The User in question\n :return: True if the user is anything but an Admin\n \"\"\"\n return not is_admin(user)\n\n\ndef is_doctor_or_nurse(user):\n \"\"\"\n :param user: The User in question\n :return: True if the user is a Doctor or Nurse\n \"\"\"\n return is_doctor(user) or is_nurse(user)\n\n\n@login_required\n@user_passes_test(is_doctor)\ndef new_prescription(request):\n \"\"\"\n Page for the form a doctor fills out to prescribe a drug\n :param request: the request with possible form submission\n # Complete this line\n \"\"\"\n if request.method == 'POST':\n\n prescription_form = PrescriptionForm(data=request.POST)\n\n validity = prescription_form.is_valid()\n if validity:\n\n prescription = prescription_form.save(commit=False)\n prescription.date_prescribed = timezone.now()\n prescription.doctor = Doctor.objects.all().get(user=request.user)\n prescription.save()\n\n log = Log.objects.create_Log(request.user, request.user.username, timezone.now(),\n \"Prescription filled out\")\n log.save()\n else:\n print(\"Error\")\n print(prescription_form.errors)\n if 'submit_singular' in request.POST and validity:\n return redirect('prescriptions')\n elif 'submit_another' in request.POST:\n prescription_form = PrescriptionForm()\n else:\n prescription_form = PrescriptionForm()\n\n context = {\"prescription_form\": prescription_form}\n return render(request, 'prescriptions/makenew.html', context)\n\n\ndef get_prescription_list_for(cpatient):\n \"\"\"\n Generic getter for a specific patient's prescription list\n :param cpatient: Patient to fetch list for\n :return: context of Prescription list\n \"\"\"\n Prescriptions = Prescription.objects.all().filter(patient=cpatient)\n per = []\n for p in Prescriptions.iterator():\n per.append(str(dict(p.TIME_CHOICES)[p.Time_units]))\n p_list = zip(Prescriptions, per)\n return {\"Labels\": [\"Doctor\", \"Drug\", \"Dosage\", \"Rate\"], \"Name\": str(cpatient), \"Prescriptions\": p_list}\n\n\n@login_required\n@user_passes_test(not_admin)\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n :return: Prescription form or redirect to listing page (below)"}]
| false
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bcd088f1e5c34ccfa8be8350d7cb0a6ebc06a38b
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: """ 1. Clarification 2. Possible solutions - dfs + memoization - Topological sort 3. Coding 4. Tests """ # T=O(m*n), S=O(m*n) from functools import lru_cache class Solution: DIRS = [(-1, 0), (1, 0), (0, -1), (0, 1)] def longestIncreasingPath(self, matrix: List[List[int]]) -> int: if not matrix: return 0 @lru_cache(None) def dfs(row: int, col: int) -> int: best = 1 for dx, dy in Solution.DIRS: newRow, newCol = row + dx, col + dy if 0 <= newRow < rows and 0 <= newCol < cols and matrix[newRow][newCol] > matrix[row][col]: best = max(best, dfs(newRow, newCol) + 1) return best ans = 0 rows, cols = len(matrix), len(matrix[0]) for i in range(rows): for j in range(cols): ans = max(ans, dfs(i, j)) return ans # T=O(m*n), S=O(m*n) class Solution: DIRS = [(-1, 0), (1, 0), (0, -1), (0, 1)] def longestIncreasingPath(self, matrix: List[List[int]]) -> int: if not matrix: return 0 rows, cols = len(matrix), len(matrix[0]) outdegrees = [[0] * cols for _ in range(rows)] queue = collections.deque() for i in range(rows): for j in range(cols): for dx, dy in Solution.DIRS: newRow, newCol = i + dx, j + dy if 0 <= newRow < rows and 0 <= newCol < cols and matrix[newRow][newCol] > matrix[i][j]: outdegrees[i][j] += 1 if outdegrees[i][j] == 0: queue.append((i, j)) ans = 0 while queue: ans += 1 size = len(queue) for _ in range(size): row, col = queue.popleft() for dx, dy in Solution.DIRS: newRow, newCol = row + dx, col + dy if 0 <= newRow < rows and 0 <= newCol < cols and matrix[newRow][newCol] < matrix[row][col]: outdegrees[newRow][newCol] -= 1 if outdegrees[newRow][newCol] == 0: queue.append((newRow, newCol)) return ans
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Code Review: ❌ Critical issues: Unterminated string literal at line 1 Block at line 14 has no indented body ⚠️ Code quality: Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 23 Unexpected indentation at line 25 Unexpected indentation at line 27 Unexpected indentation at line 29 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 36 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 55 Unexpected indentation at line 57 Unexpected indentation at line 61 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 66 Unexpected indentation at line 68 Unexpected indentation at line 70 ✨ Improvements: Add closing quote at line 1 Add docstring to class 'Solution' Add docstring to class 'Solution' Add docstring to function 'longestIncreasingPath' Add docstring to function 'longestIncreasingPath'
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advanced
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testing
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code_review
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Pythoncode:Python
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| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\n1. Clarification\n2. Possible solutions\n - dfs + memoization\n - Topological sort\n3. Coding\n4. Tests\n\"\"\"\n\n\n# T=O(m*n), S=O(m*n)\nfrom functools import lru_cache\n\nclass Solution:\n\n DIRS = [(-1, 0), (1, 0), (0, -1), (0, 1)]\n\n def longestIncreasingPath(self, matrix: List[List[int]]) -> int:\n if not matrix:\n return 0\n\n @lru_cache(None)\n def dfs(row: int, col: int) -> int:\n best = 1\n for dx, dy in Solution.DIRS:\n newRow, newCol = row + dx, col + dy\n if 0 <= newRow < rows and 0 <= newCol < cols and matrix[newRow][newCol] > matrix[row][col]:\n best = max(best, dfs(newRow, newCol) + 1)\n return best\n\n ans = 0\n rows, cols = len(matrix), len(matrix[0])\n for i in range(rows):\n for j in range(cols):\n ans = max(ans, dfs(i, j))\n return ans\n\n\n# T=O(m*n), S=O(m*n)\nclass Solution:\n \n DIRS = [(-1, 0), (1, 0), (0, -1), (0, 1)]\n\n def longestIncreasingPath(self, matrix: List[List[int]]) -> int:\n if not matrix:\n return 0\n\n rows, cols = len(matrix), len(matrix[0])\n outdegrees = [[0] * cols for _ in range(rows)]\n queue = collections.deque()\n for i in range(rows):\n for j in range(cols):\n for dx, dy in Solution.DIRS:\n newRow, newCol = i + dx, j + dy\n if 0 <= newRow < rows and 0 <= newCol < cols and matrix[newRow][newCol] > matrix[i][j]:\n outdegrees[i][j] += 1\n if outdegrees[i][j] == 0:\n queue.append((i, j))\n\n ans = 0\n while queue:\n ans += 1\n size = len(queue)\n for _ in range(size):\n row, col = queue.popleft()\n for dx, dy in Solution.DIRS:\n newRow, newCol = row + dx, col + dy\n if 0 <= newRow < rows and 0 <= newCol < cols and matrix[newRow][newCol] < matrix[row][col]:\n outdegrees[newRow][newCol] -= 1\n if outdegrees[newRow][newCol] == 0:\n queue.append((newRow, newCol))\n\n return ans"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n Block at line 14 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 23\n Unexpected indentation at line 25\n Unexpected indentation at line 27\n Unexpected indentation at line 29\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 36\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 55\n Unexpected indentation at line 57\n Unexpected indentation at line 61\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 66\n Unexpected indentation at line 68\n Unexpected indentation at line 70\n\n\u2728 Improvements:\n Add closing quote at line 1\n Add docstring to class 'Solution'\n Add docstring to class 'Solution'\n Add docstring to function 'longestIncreasingPath'\n Add docstring to function 'longestIncreasingPath'"}]
| false
| null | null | null |
bcd22bd32e41749d160e83a36693fbb03e02a7c0
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python #coding=utf-8 ''' Remove tailing whitespaces and ensures one and only one empty ending line. ''' import os, re def scan(*dirs, **kwargs): files = [] extensions = kwargs['extensions'] if kwargs.has_key('extensions') else None excludes = kwargs['excludes'] if kwargs.has_key('excludes') else [] for top in dirs: for root, dirnames, filenames in os.walk(top): dirnames = [i for i in dirnames if i in excludes] for f in filenames: if f in excludes: continue ext = os.path.splitext(f)[1].lower() if extensions is None or ext in extensions: files.append(os.path.join(root, f)) return files def fixone(src): lines = open(src, 'r').readlines() trimed = [] for line in lines: trimed.append(re.sub('\s+$', '', line)) while len(trimed) > 1 and not trimed[-1]: trimed.pop() trimed.append('') with open(src, 'w') as f: for line in trimed: f.write('%s\n' % line) def lint(root): print('Checking tailing whitespaces in: %s' % root) dirs = [ os.path.join(root, 'cocos'), os.path.join(root, 'extensions'), os.path.join(root, 'templates'), os.path.join(root, 'tests'), os.path.join(root, 'tools', 'simulator') ] files = scan(*dirs, extensions=['.c', '.cpp', '.h', '.hpp', '.m', '.mm', '.java']) for f in files: print(f) fixone(f) def main(): default_root = os.path.abspath(os.path.join(os.path.dirname(__file__), '..', '..')) lint(default_root) main()
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 4 ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 17 💡 Suggestions: Add closing quote at line 4 Add docstring to function 'scan' Add docstring to function 'fixone'
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 4
| 0
| 1,511
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n#coding=utf-8\n\n'''\nRemove tailing whitespaces and ensures one and only one empty ending line.\n'''\n\nimport os, re\n\ndef scan(*dirs, **kwargs):\n files = []\n extensions = kwargs['extensions'] if kwargs.has_key('extensions') else None\n excludes = kwargs['excludes'] if kwargs.has_key('excludes') else []\n for top in dirs:\n for root, dirnames, filenames in os.walk(top):\n dirnames = [i for i in dirnames if i in excludes]\n for f in filenames:\n if f in excludes:\n continue\n ext = os.path.splitext(f)[1].lower()\n if extensions is None or ext in extensions:\n files.append(os.path.join(root, f))\n return files\n\ndef fixone(src):\n lines = open(src, 'r').readlines()\n\n trimed = []\n for line in lines:\n trimed.append(re.sub('\\s+$', '', line))\n\n while len(trimed) > 1 and not trimed[-1]:\n trimed.pop()\n trimed.append('')\n\n with open(src, 'w') as f:\n for line in trimed:\n f.write('%s\\n' % line)\n\n\ndef lint(root):\n print('Checking tailing whitespaces in: %s' % root)\n dirs = [\n os.path.join(root, 'cocos'),\n os.path.join(root, 'extensions'),\n os.path.join(root, 'templates'),\n os.path.join(root, 'tests'),\n os.path.join(root, 'tools', 'simulator')\n ]\n\n files = scan(*dirs, extensions=['.c', '.cpp', '.h', '.hpp', '.m', '.mm', '.java'])\n for f in files:\n print(f)\n fixone(f)\n\n\ndef main():\n default_root = os.path.abspath(os.path.join(os.path.dirname(__file__), '..', '..'))\n lint(default_root)\n\nmain()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 4\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 17\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 4\n Add docstring to function 'scan'\n Add docstring to function 'fixone'"}]
| false
| null | null | null |
bcd344e1483580a8d86580469eef57c0ac31bfc7
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from core import * from cameras import * from geometry import * from material import * from lights import * # Complete this line class TestPostprocessing2(Base): ... [2 more functiondefs truncated] ...
|
The missing line is:
|
beginner
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 1
| 194
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom core import *\nfrom cameras import *\nfrom geometry import *\nfrom material import *\nfrom lights import *\n # Complete this line\nclass TestPostprocessing2(Base):\n \n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
bcd3b0b0dedcabbec5fd0840549ab45783c9eb2d
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python def igs_test(target_dir, exp_name, th, group='', dry_run=0): from scripts.conf.conf import machine_conf, machine_info from scripts.utils import run_test import itertools cs = 8192 th = th # Test using rasonable time # T = scale * size / perf # scale = T*perf/size desired_time = 20 if(machine_info['hostname']=='Haswell_18core'): k_perf_order = {0:150, 1:500, 4:40, 5:200 ,6:20} elif(machine_info['hostname']=='IVB_10core'): k_perf_order = {0:120, 1:300, 4:35, 5:150 ,6:20} k_time_scale = {n: desired_time*k_perf_order[n] for n in k_perf_order.keys()} #exp = is_dp, ts, k, N, bs_z, tb_l exp_l = [] # spatial blocking exp_l = exp_l + \ [(0, 0, 0, 960, 0, [-1]) ,(1, 0, 0, 960, 0, [-1]) ,(1, 0, 1, 960, 0, [-1]) ,(1, 0, 4, 480, 0, [-1]) ,(1, 0, 5, 680, 0, [-1]) ] # 1WD exp_l = exp_l + \ [(0, 2, 0, 960, 1, [1, 3, 5]) ,(1, 2, 0, 960, 1, [1, 3, 5]) ,(1, 2, 1, 960, 1, [1, 3, 5, 7, 9, 11, 15, 19, 23, 29]) ,(1, 2, 4, 480, 1, [1, 3, 5]) ,(1, 2, 5, 680, 1, [1, 3, 9, 19]) ] # Solar kernel exp_l = exp_l + \ [(1, 2, 6, 480, 1, [1, 3, 5, 7]) ,(1, 2, 6, 480, 2, [1, 3, 5, 7]) ,(1, 2, 6, 480, 3, [1, 3, 5, 7]) ,(1, 2, 6, 480, 6, [1, 3, 5, 7]) ,(1, 2, 6, 480, 9, [1, 3, 5, 7])] mwdt=1 tgs, thx, thy, thz = (1,1,1,1) count=0 for is_dp, ts, kernel, N, bs_z, tb_l in exp_l: for tb in tb_l: outfile=('kernel%d_isdp%d_ts%d_bsz$d_tb%d_N%d_%s_%s.txt' % (kernel, is_dp, ts, bs_z, tb, N, group, exp_name[-13:])) nt = max(int(k_time_scale[kernel]/(N**3/1e6)), 30) # print outfile, ts, kernel, tb, N run_test(ntests=1,dry_run=dry_run, is_dp=is_dp, th=th, tgs=tgs, thx=thx, thy=thy, thz=thz, kernel=kernel, ts=ts, nx=N, ny=N, nz=N, nt=nt, outfile=outfile, target_dir=target_dir, cs=cs, mwdt=mwdt, tb=tb, nwf=bs_z) count = count+1 return count def main(): from scripts.utils import create_project_tarball, get_stencil_num, parse_results from scripts.conf.conf import machine_conf, machine_info import os, sys import time,datetime # user params dry_run = 1 if len(sys.argv)<2 else int(sys.argv[1]) # dry run time_stamp = datetime.datetime.fromtimestamp(time.time()).strftime('%Y%m%d_%H_%M') exp_name = "cache_size_vs_code_balance_at_%s_%s" % (machine_info['hostname'], time_stamp) tarball_dir='results/'+exp_name if(dry_run==0): create_project_tarball(tarball_dir, "project_"+exp_name) target_dir='results/' + exp_name th = 1 pin_str = "S0:0-%d "%(th-1) count=0 group = 'MEM' if( (machine_info['hostname']=='IVB_10core') and (group=='TLB_DATA') ): group='TLB' machine_conf['pinning_args'] = "-m -g " + group + " -C " + pin_str + ' -s 0x03 --' count= count + igs_test(target_dir, exp_name, th=th, group=group, dry_run=dry_run) print "experiments count =" + str(count) if __name ... [code truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 90 ⚠️ Code quality: Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 17 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 56 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 71 Unexpected indentation at line 74 Unexpected indentation at line 77 Unexpected indentation at line 78 Unexpected indentation at line 81 Unexpected indentation at line 84 Unexpected indentation at line 85 Unexpected indentation at line 86 ✨ Improvements: Complete the expression on the last line Review code syntax
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 2
| 0
| 3,033
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\ndef igs_test(target_dir, exp_name, th, group='', dry_run=0): \n from scripts.conf.conf import machine_conf, machine_info\n from scripts.utils import run_test\n import itertools\n\n cs = 8192\n\n th = th\n\n # Test using rasonable time\n # T = scale * size / perf\n # scale = T*perf/size\n desired_time = 20\n if(machine_info['hostname']=='Haswell_18core'):\n k_perf_order = {0:150, 1:500, 4:40, 5:200 ,6:20}\n elif(machine_info['hostname']=='IVB_10core'):\n k_perf_order = {0:120, 1:300, 4:35, 5:150 ,6:20}\n\n\n k_time_scale = {n: desired_time*k_perf_order[n] for n in k_perf_order.keys()}\n\n #exp = is_dp, ts, k, N, bs_z, tb_l\n exp_l = []\n # spatial blocking\n exp_l = exp_l + \\\n [(0, 0, 0, 960, 0, [-1])\n ,(1, 0, 0, 960, 0, [-1])\n ,(1, 0, 1, 960, 0, [-1])\n ,(1, 0, 4, 480, 0, [-1])\n ,(1, 0, 5, 680, 0, [-1])\n ]\n # 1WD\n exp_l = exp_l + \\\n [(0, 2, 0, 960, 1, [1, 3, 5])\n ,(1, 2, 0, 960, 1, [1, 3, 5])\n ,(1, 2, 1, 960, 1, [1, 3, 5, 7, 9, 11, 15, 19, 23, 29])\n ,(1, 2, 4, 480, 1, [1, 3, 5])\n ,(1, 2, 5, 680, 1, [1, 3, 9, 19])\n ]\n\n# Solar kernel\n exp_l = exp_l + \\\n [(1, 2, 6, 480, 1, [1, 3, 5, 7])\n ,(1, 2, 6, 480, 2, [1, 3, 5, 7])\n ,(1, 2, 6, 480, 3, [1, 3, 5, 7])\n ,(1, 2, 6, 480, 6, [1, 3, 5, 7])\n ,(1, 2, 6, 480, 9, [1, 3, 5, 7])]\n\n mwdt=1\n tgs, thx, thy, thz = (1,1,1,1)\n count=0\n for is_dp, ts, kernel, N, bs_z, tb_l in exp_l:\n for tb in tb_l:\n outfile=('kernel%d_isdp%d_ts%d_bsz$d_tb%d_N%d_%s_%s.txt' % (kernel, is_dp, ts, bs_z, tb, N, group, exp_name[-13:]))\n nt = max(int(k_time_scale[kernel]/(N**3/1e6)), 30)\n# print outfile, ts, kernel, tb, N \n run_test(ntests=1,dry_run=dry_run, is_dp=is_dp, th=th, tgs=tgs, thx=thx, thy=thy, thz=thz, kernel=kernel, ts=ts, nx=N, ny=N, nz=N, nt=nt, outfile=outfile, target_dir=target_dir, cs=cs, mwdt=mwdt, tb=tb, nwf=bs_z)\n count = count+1\n\n return count\n\n\ndef main():\n from scripts.utils import create_project_tarball, get_stencil_num, parse_results\n from scripts.conf.conf import machine_conf, machine_info\n import os, sys\n import time,datetime\n\n # user params\n dry_run = 1 if len(sys.argv)<2 else int(sys.argv[1]) # dry run\n\n time_stamp = datetime.datetime.fromtimestamp(time.time()).strftime('%Y%m%d_%H_%M')\n exp_name = \"cache_size_vs_code_balance_at_%s_%s\" % (machine_info['hostname'], time_stamp) \n\n tarball_dir='results/'+exp_name\n if(dry_run==0): create_project_tarball(tarball_dir, \"project_\"+exp_name)\n target_dir='results/' + exp_name \n\n th = 1\n pin_str = \"S0:0-%d \"%(th-1)\n\n count=0\n group = 'MEM'\n if( (machine_info['hostname']=='IVB_10core') and (group=='TLB_DATA') ): group='TLB'\n machine_conf['pinning_args'] = \"-m -g \" + group + \" -C \" + pin_str + ' -s 0x03 --'\n\n count= count + igs_test(target_dir, exp_name, th=th, group=group, dry_run=dry_run) \n\n print \"experiments count =\" + str(count)\n\n\nif __name\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 90\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 17\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 56\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 71\n Unexpected indentation at line 74\n Unexpected indentation at line 77\n Unexpected indentation at line 78\n Unexpected indentation at line 81\n Unexpected indentation at line 84\n Unexpected indentation at line 85\n Unexpected indentation at line 86\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review code syntax"}]
| false
| null | null | null |
bcd3c580510f803674768f898ad9016345f92071
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os import shutil import codecs import json from cuddlefish.runner import run_app from cuddlefish.rdf import RDFManifest def run(): original_harness_options = os.path.join('development', 'firefox', 'harness-options.json') backup_harness_options = os.path.join('development', 'firefox', 'harness-options-bak.json') shutil.move(original_harness_options, backup_harness_options) with codecs.open(backup_harness_options, encoding='utf8') as harness_file: harness_config = json.load(harness_file run_app( harness_root_dir=os.path.join('development', 'firefox'), harness_options=harness_config, app_type="firefox", verbose=True )
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 15 - expected ')' • SyntaxError: '(' was never closed at line 15 Fix: Add missing ')' bracket at line 15
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 653
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport shutil\nimport codecs\nimport json\n\nfrom cuddlefish.runner import run_app\nfrom cuddlefish.rdf import RDFManifest\n\ndef run():\n\toriginal_harness_options = os.path.join('development', 'firefox', 'harness-options.json')\n\tbackup_harness_options = os.path.join('development', 'firefox', 'harness-options-bak.json')\n\tshutil.move(original_harness_options, backup_harness_options)\n\n\twith codecs.open(backup_harness_options, encoding='utf8') as harness_file:\n\t\tharness_config = json.load(harness_file\n\n\trun_app(\n\t\tharness_root_dir=os.path.join('development', 'firefox'), \n\t\tharness_options=harness_config, \n\t\tapp_type=\"firefox\", \n\t\tverbose=True\n\t)"}, {"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 15 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 15\n\n Fix: Add missing ')' bracket at line 15"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
bcd4aa69ca55232166dab3fedc825cb402a37789
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # PyRipple # # Copyright 2015 Gilles Pirio # # 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. """ .. moduleauthor:: Gilles Pirio <gilles.xrp@gmail.com> """ import numpy as np import pandas as pd import mpmath as mp from mpmath import mpf import matplotlib import matplotlib.pyplot as plt import json def _weigtedAverage(book, target): rs = 0 ws = 0 t = target for order in book: if t <= order['limit']: rs += t ws += t*order['rate'] return ws / rs else: rs += order['limit'] ws += order['limit']*order['rate'] t -= order['limit'] def _currencyStr((c, i)): return 'XRP' i ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def _foldBook(accumulator, orderbook): if accumulator is None: accumulator = { 'bids': { }, 'asks': { }, 'ledgers': [ ] } ldg= orderbook.ledger.index
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 9
| 1
| 1,123
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# PyRipple\n#\n# Copyright 2015 Gilles Pirio\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n\"\"\"\n.. moduleauthor:: Gilles Pirio <gilles.xrp@gmail.com>\n\"\"\"\n\nimport numpy as np\nimport pandas as pd\nimport mpmath as mp\nfrom mpmath import mpf\nimport matplotlib\nimport matplotlib.pyplot as plt\nimport json\n\n\ndef _weigtedAverage(book, target):\n rs = 0\n ws = 0\n t = target\n for order in book:\n if t <= order['limit']:\n rs += t\n ws += t*order['rate']\n return ws / rs\n else:\n rs += order['limit']\n ws += order['limit']*order['rate']\n t -= order['limit']\n\ndef _currencyStr((c, i)):\n return 'XRP' i\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\ndef _foldBook(accumulator, orderbook):\n if accumulator is None:\n accumulator = { 'bids': { }, 'asks': { }, 'ledgers': [ ] }\n ldg= orderbook.ledger.index"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bcd52639c509cc2628a1148eef258524825f4528
|
TheStack--python--000.parquet
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Review this Pythoncode:Python code: # -*- coding: utf-8 -*- class TestSennaPipeline(unittest.TestCase): """Unittest for nltk.classify.senna""" def test_senna_pipeline(self): """Senna pipeline interface""" pipeline = Senna(SENNA_EXECUTABLE_PATH, ['pos', 'chk', 'ner']) sent = 'Dusseldorf is an international business center'.split() result = [(token['word'], token['chk'], token['ner'], token['pos']) for token in pipeline.tag(sent)] expected = [('Dusseldorf', 'B-NP', 'B-LOC', 'NNP'), ('is', 'B-VP', 'O', 'VBZ'), ('an', 'B-NP', 'O', 'DT'), ('international', 'I-NP', 'O', 'JJ'), ('business', 'I-NP', 'O', 'NN'), ('center', 'I-NP', 'O', 'NN')] self.assertEqual(result, expected) @unittest.skipUnless(senna_is_installed, "Requires Senna executable") class TestSennaTagger(unittest.TestCase): """Unittest for nltk.tag.senna""" def test_senna_tagger(self): tagger = SennaTagger(SENNA_EXECUTABLE_PATH) result = tagger.tag('What is the airspeed of an unladen swallow ?'.split()) expected = [('What', 'WP'), ('is', 'VBZ'), ('the', 'DT'), ('airspeed', 'NN'),('of', 'IN'), ('an', 'DT'), ('unladen', 'NN'), ('swallow', 'NN'), ('?', '.')] self.assertEqual(result, expected) def test_senna_chunk_tagger(self): chktagger = SennaChunkTagger(SENNA_EXECUTABLE_PATH) result_1 = chktagger.tag('What is the airspeed of an unladen swallow ?'.split()) expected_1 = [('What', 'B-NP'), ('is', 'B-VP'), ('the', 'B-NP'), ('airspeed', 'I-NP'), ('of', 'B-PP'), ('an', 'B-NP'), ('unladen', 'I-NP'), ('swallow', 'I-NP'), ('?', 'O')] result_2 = list(chktagger.bio_to_chunks(result_1, chunk_type='NP')) expected_2 = [('What', '0'), ('the airspeed', '2-3'), ('an unladen swallow', '5-6-7')] self.assertEqual(result_1, expected_1) self.assertEqual(result_2, expected_2) def test_senna_ner_tagger(self): nertagger = SennaNERTagger(SENNA_EXECUTABLE_PATH) result_1 = nertagger.tag('Shakespeare theatre was in London .'.split()) expected_1 = [('Shakespeare', 'B-PER'), ('theatre', 'O'), ('was', 'O'), ('in', 'O'), ('London', 'B-LOC'), ('.', 'O')] result_2 = nertagger.tag('UN headquarters are in NY , USA .'.split()) expected_2 = [('UN', 'B-ORG'), ('headquarters', 'O'), ('are', 'O'), ('in', 'O'), ('NY', 'B-LOC'), (',', 'O'), ('USA', 'B-LOC'), ('.', 'O')] self.assertEqual(result_1, expected_1) self.assertEqual(result_2, expected_2)
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Code Review: ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 ✨ Improvements: Add docstring to function 'test_senna_tagger' Add docstring to function 'test_senna_chunk_tagger' Add docstring to function 'test_senna_ner_tagger'
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advanced
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testing
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code_review
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Pythoncode:Python
| 4
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass TestSennaPipeline(unittest.TestCase):\n \"\"\"Unittest for nltk.classify.senna\"\"\"\n\n def test_senna_pipeline(self):\n \"\"\"Senna pipeline interface\"\"\"\n\n pipeline = Senna(SENNA_EXECUTABLE_PATH, ['pos', 'chk', 'ner'])\n sent = 'Dusseldorf is an international business center'.split()\n result = [(token['word'], token['chk'], token['ner'], token['pos']) for token in pipeline.tag(sent)]\n expected = [('Dusseldorf', 'B-NP', 'B-LOC', 'NNP'), ('is', 'B-VP',\n 'O', 'VBZ'), ('an', 'B-NP', 'O', 'DT'), ('international', 'I-NP',\n 'O', 'JJ'), ('business', 'I-NP', 'O', 'NN'), ('center', 'I-NP',\n 'O', 'NN')]\n self.assertEqual(result, expected)\n\n@unittest.skipUnless(senna_is_installed, \"Requires Senna executable\")\nclass TestSennaTagger(unittest.TestCase):\n \"\"\"Unittest for nltk.tag.senna\"\"\"\n\n def test_senna_tagger(self):\n tagger = SennaTagger(SENNA_EXECUTABLE_PATH)\n result = tagger.tag('What is the airspeed of an unladen swallow ?'.split())\n expected = [('What', 'WP'), ('is', 'VBZ'), ('the', 'DT'), ('airspeed',\n 'NN'),('of', 'IN'), ('an', 'DT'), ('unladen', 'NN'), ('swallow',\n 'NN'), ('?', '.')]\n self.assertEqual(result, expected)\n\n def test_senna_chunk_tagger(self):\n chktagger = SennaChunkTagger(SENNA_EXECUTABLE_PATH)\n result_1 = chktagger.tag('What is the airspeed of an unladen swallow ?'.split())\n expected_1 = [('What', 'B-NP'), ('is', 'B-VP'), ('the', 'B-NP'), ('airspeed',\n 'I-NP'), ('of', 'B-PP'), ('an', 'B-NP'), ('unladen', 'I-NP'), ('swallow',\n 'I-NP'), ('?', 'O')]\n\n result_2 = list(chktagger.bio_to_chunks(result_1, chunk_type='NP'))\n expected_2 = [('What', '0'), ('the airspeed', '2-3'), ('an unladen swallow',\n '5-6-7')]\n self.assertEqual(result_1, expected_1)\n self.assertEqual(result_2, expected_2)\n\n def test_senna_ner_tagger(self):\n nertagger = SennaNERTagger(SENNA_EXECUTABLE_PATH)\n result_1 = nertagger.tag('Shakespeare theatre was in London .'.split())\n expected_1 = [('Shakespeare', 'B-PER'), ('theatre', 'O'), ('was', 'O'),\n ('in', 'O'), ('London', 'B-LOC'), ('.', 'O')]\n\n result_2 = nertagger.tag('UN headquarters are in NY , USA .'.split())\n expected_2 = [('UN', 'B-ORG'), ('headquarters', 'O'), ('are', 'O'),\n ('in', 'O'), ('NY', 'B-LOC'), (',', 'O'), ('USA', 'B-LOC'), ('.', 'O')]\n self.assertEqual(result_1, expected_1)\n self.assertEqual(result_2, expected_2)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\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\n\u2728 Improvements:\n Add docstring to function 'test_senna_tagger'\n Add docstring to function 'test_senna_chunk_tagger'\n Add docstring to function 'test_senna_ner_tagger'"}]
| false
| null | null | null |
bcd61a8f67cde91f10cbb1a9264485fd9ef2e8b8
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: #------------------------------------------------------------------------------- # # Project: EOxServer <http://eoxserver.org> # Authors: Fabian Schindler <fabian.schindler@eox.at> # #------------------------------------------------------------------------------- # Copyright (C) 2015 EOX IT Services GmbH # # 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 of this Software or works derived from this Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN # THE SOFTWARE. #------------------------------------------------------------------------------- from itertools import chain
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from lxml.builder import ElementMaker class OpenSearch11DescriptionEncoder(XMLEncoder): content_type = "application/opensearchdescription+xml" def __init__(self, search_extensions): ns_os = NameSpace("http://a9.com/-/spec/opensearch/1.1/", None) self.ns_param = ns_param = NameSpace( "http://a9.com/-/spec/opensearch/extensions/parameters/1.0/", "parameters" ) ns_atom = NameSpace("http://www.w3.org/2005/Atom", "atom") nsmap = NameSpaceMap(ns_os, ns_param, ns_atom) for search_extension in search_extensions: nsmap.add(search_extension.namespace) self.OS = ElementMaker(namespace=ns_os.uri, nsmap=nsmap) self.PARAM = ElementMaker(namespace=ns_param.uri, nsmap=nsmap) self.ATOM = ElementMaker(namespace=ns_atom.uri, nsmap=nsmap) self.search_extensions = search_extensions ... [5 more functiondefs truncated] ...
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advanced
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api
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code_completion
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Pythoncode:Python
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#-------------------------------------------------------------------------------\n#\n# Project: EOxServer <http://eoxserver.org>\n# Authors: Fabian Schindler <fabian.schindler@eox.at>\n#\n#-------------------------------------------------------------------------------\n# Copyright (C) 2015 EOX IT Services GmbH\n#\n# Permission is hereby granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files (the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in all\n# copies of this Software or works derived from this Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n# THE SOFTWARE.\n#-------------------------------------------------------------------------------\n\n\nfrom itertools import chain"}, {"role": "assistant", "content": "\nfrom lxml.builder import ElementMaker\nclass OpenSearch11DescriptionEncoder(XMLEncoder):\n content_type = \"application/opensearchdescription+xml\"\n\n def __init__(self, search_extensions):\n ns_os = NameSpace(\"http://a9.com/-/spec/opensearch/1.1/\", None)\n self.ns_param = ns_param = NameSpace(\n \"http://a9.com/-/spec/opensearch/extensions/parameters/1.0/\",\n \"parameters\"\n )\n ns_atom = NameSpace(\"http://www.w3.org/2005/Atom\", \"atom\")\n nsmap = NameSpaceMap(ns_os, ns_param, ns_atom)\n for search_extension in search_extensions:\n nsmap.add(search_extension.namespace)\n self.OS = ElementMaker(namespace=ns_os.uri, nsmap=nsmap)\n self.PARAM = ElementMaker(namespace=ns_param.uri, nsmap=nsmap)\n self.ATOM = ElementMaker(namespace=ns_atom.uri, nsmap=nsmap)\n self.search_extensions = search_extensions\n\n\n ... [5 more functiondefs truncated] ..."}]
| false
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bcd716fdc72869755eef1e517937f6675edfef9d
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code:
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This code demonstrates Pythoncode:Python programming.
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beginner
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general
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code_explanation
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Pythoncode:Python
| 0
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[{"role": "user", "content": "Explain this Pythoncode:Python code:"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
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bcd88cb9aee8377371dcb96cf615ef4e2ec10580
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: from typing import Any, Dict import argparse import numpy as np import torch import torch.nn as nn import torch.nn.functional as F FC1_DIM = 1024 FC2_DIM = 128 class MLP(nn.Module): """Simple MLP suitable for recognizing single characters.""" def __init__( self, data_config: Dict[str, Any], args: argparse.Namespace = None, ) -> None: super().__init__() self.args = vars(args) if args is not None else {} input_dim = np.prod(data_config["input_dims"]) num_classes = len(data_config["mapping"]) self.dropout = nn.Dropout(0.5) layers = self.args.get("layers", FC1_DIM) self.layers = layers if layers: fcn = (int(FC1_DIM - x * ((FC1_DIM - FC2_DIM)//(layers-1))) for x in range(layers)) fcl = input_dim fcv = [] for fci in fcn: fcv.append(nn.Linear(fcl, fci)) fcl = fci fcv.append(nn.Linear(fcl, num_classes)) self.fcv = nn.Sequential(*fcv) else: fc1_dim = self.args.get("fc1", FC1_DIM) fc2_dim = self.args.get("fc2", FC2_DIM) self.fc1 = nn.Linear(input_dim, fc1_dim) self.fc2 = nn.Linear(fc1_dim, fc2_dim) self.fc3 = nn.Linear(fc2_dim, num_classes) def forward(self, x): x = torch.flatten(x, 1) if self.layers: for fci in self.fcv[:-1]: x = fci(x) x = F.relu(x) x = self.dropout(x) x = self.fcv[-1](x) else: x = self.fc1(x) x = F.relu(x) x = self.dropout(x) x = self.fc2(x) x = F.relu(x) x = self.dropout(x) x = self.fc3(x) return x @staticmethod def add_to_argparse(parser): parser.add_argument("--layers", type=int, default=None, choices=range(2, 20)) parser.add_argument("--fc1", type=int, default=1024) parser.add_argument("--fc2", type=int, default=128) return parser
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Functions: __init__, forward, add_to_argparse Classes: MLP This code demonstrates Pythoncode:Python programming.
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advanced
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ui
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code_explanation
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Pythoncode:Python
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom typing import Any, Dict\nimport argparse\n\nimport numpy as np\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\n\nFC1_DIM = 1024\nFC2_DIM = 128\n\n\nclass MLP(nn.Module):\n \"\"\"Simple MLP suitable for recognizing single characters.\"\"\"\n\n def __init__(\n self,\n data_config: Dict[str, Any],\n args: argparse.Namespace = None,\n ) -> None:\n super().__init__()\n self.args = vars(args) if args is not None else {}\n\n input_dim = np.prod(data_config[\"input_dims\"])\n num_classes = len(data_config[\"mapping\"])\n\n self.dropout = nn.Dropout(0.5)\n layers = self.args.get(\"layers\", FC1_DIM)\n self.layers = layers\n if layers:\n fcn = (int(FC1_DIM - x * ((FC1_DIM - FC2_DIM)//(layers-1))) for x in range(layers))\n fcl = input_dim\n fcv = []\n for fci in fcn:\n fcv.append(nn.Linear(fcl, fci))\n fcl = fci\n fcv.append(nn.Linear(fcl, num_classes))\n self.fcv = nn.Sequential(*fcv)\n else:\n fc1_dim = self.args.get(\"fc1\", FC1_DIM)\n fc2_dim = self.args.get(\"fc2\", FC2_DIM)\n\n self.fc1 = nn.Linear(input_dim, fc1_dim)\n self.fc2 = nn.Linear(fc1_dim, fc2_dim)\n self.fc3 = nn.Linear(fc2_dim, num_classes)\n\n def forward(self, x):\n x = torch.flatten(x, 1)\n if self.layers:\n for fci in self.fcv[:-1]:\n x = fci(x)\n x = F.relu(x)\n x = self.dropout(x)\n x = self.fcv[-1](x)\n else:\n x = self.fc1(x)\n x = F.relu(x)\n x = self.dropout(x)\n x = self.fc2(x)\n x = F.relu(x)\n x = self.dropout(x)\n x = self.fc3(x)\n return x\n\n @staticmethod\n def add_to_argparse(parser):\n parser.add_argument(\"--layers\", type=int, default=None, choices=range(2, 20))\n parser.add_argument(\"--fc1\", type=int, default=1024)\n parser.add_argument(\"--fc2\", type=int, default=128)\n return parser"}, {"role": "assistant", "content": " Functions: __init__, forward, add_to_argparse\n Classes: MLP\n This code demonstrates Pythoncode:Python programming."}]
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bcda0fb17ff31d81f09ba63207547e8568fa2ae6
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: from pygame import Surface, font from .basewidget import BaseWidget from frontend import Renderer, WidgetHandler class Button(BaseWidget): action = None def __init__(self, x, y, texto, action=None): self.f = font.SysFont('Verdana', 16) imagen = self.crear(texto) rect = imagen.get_rect(topleft=(x, y)) super().__init__(imagen, rect) Renderer.add_widget(self, 1) WidgetHandler.add_widget(self, 1) self.action = action def crear(self, texto): w, h = self.f.size(texto) image = Surface((w + 4, h + 2)) image.fill((125, 125, 125), (1, 1, w+2, h)) render = self.f.render(texto, 1, (255, 255, 255), (125, 125, 125)) image.blit(render, (2, 1)) return image def on_mousebuttondown(self, button): if button == 1 and self.action is not None: self.action() def on_mouseover(self): pass def update(self): self.dirty = 1
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Code Review: ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 ✨ Improvements: Add docstring to class 'Button' Add docstring to function '__init__' Add docstring to function 'crear'
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advanced
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ui
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code_review
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Pythoncode:Python
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom pygame import Surface, font\nfrom .basewidget import BaseWidget\nfrom frontend import Renderer, WidgetHandler\n\n\nclass Button(BaseWidget):\n action = None\n\n def __init__(self, x, y, texto, action=None):\n self.f = font.SysFont('Verdana', 16)\n imagen = self.crear(texto)\n rect = imagen.get_rect(topleft=(x, y))\n super().__init__(imagen, rect)\n Renderer.add_widget(self, 1)\n WidgetHandler.add_widget(self, 1)\n self.action = action\n\n def crear(self, texto):\n w, h = self.f.size(texto)\n image = Surface((w + 4, h + 2))\n image.fill((125, 125, 125), (1, 1, w+2, h))\n render = self.f.render(texto, 1, (255, 255, 255), (125, 125, 125))\n image.blit(render, (2, 1))\n return image\n\n def on_mousebuttondown(self, button):\n if button == 1 and self.action is not None:\n self.action()\n\n def on_mouseover(self):\n pass\n\n def update(self):\n self.dirty = 1"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 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\n\u2728 Improvements:\n Add docstring to class 'Button'\n Add docstring to function '__init__'\n Add docstring to function 'crear'"}]
| false
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bcda1861cc6349c05142c05367f155b32d44ad1c
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: import numpy as np import tensorflow as tf """ Do an MNIST classification line by line by LSTM """ (x_train, y_train), \ (x_test, y_test) = tf.keras.datasets.mnist.load_data() x_train, x_test = x_train/255.0, x_test/255.0 model = tf.keras.Sequential() model.add(tf.keras.layers.LSTM(128, input_shape=(None, 28))) #model.add(tf.keras.layers.BatchNormalization()) model.add(tf.keras.layers.Dense(10)) model.add(tf.keras.layers.Activation("softmax")) model.summary() model.compile( Error: SyntaxError / EOF
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Fixed Code: import numpy as np import tensorflow as tf """ Do an MNIST classification line by line by LSTM """ (x_train, y_train), \ (x_test, y_test) = tf.keras.datasets.mnist.load_data() x_train, x_test = x_train/255.0, x_test/255.0 model = tf.keras.Sequential() model.add(tf.keras.layers.LSTM(128, input_shape=(None, 28))) #model.add(tf.keras.layers.BatchNormalization()) model.add(tf.keras.layers.Dense(10)) model.add(tf.keras.layers.Activation("softmax")) model.summary() model.compile(loss=tf.keras.losses.SparseCategoricalCrossentropy(), optimizer="sgd", Explanation: Complete the truncated code structure
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intermediate
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testing
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error_fixing
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Pythoncode:Python
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport numpy as np\nimport tensorflow as tf\n\n\"\"\"\nDo an MNIST classification line by line by LSTM\n\"\"\"\n\n(x_train, y_train), \\\n (x_test, y_test) = tf.keras.datasets.mnist.load_data()\nx_train, x_test = x_train/255.0, x_test/255.0\n\nmodel = tf.keras.Sequential()\nmodel.add(tf.keras.layers.LSTM(128, input_shape=(None, 28)))\n#model.add(tf.keras.layers.BatchNormalization())\nmodel.add(tf.keras.layers.Dense(10))\nmodel.add(tf.keras.layers.Activation(\"softmax\"))\nmodel.summary()\n\nmodel.compile(\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport numpy as np\nimport tensorflow as tf\n\n\"\"\"\nDo an MNIST classification line by line by LSTM\n\"\"\"\n\n(x_train, y_train), \\\n (x_test, y_test) = tf.keras.datasets.mnist.load_data()\nx_train, x_test = x_train/255.0, x_test/255.0\n\nmodel = tf.keras.Sequential()\nmodel.add(tf.keras.layers.LSTM(128, input_shape=(None, 28)))\n#model.add(tf.keras.layers.BatchNormalization())\nmodel.add(tf.keras.layers.Dense(10))\nmodel.add(tf.keras.layers.Activation(\"softmax\"))\nmodel.summary()\n\nmodel.compile(loss=tf.keras.losses.SparseCategoricalCrossentropy(),\n optimizer=\"sgd\",\n\n Explanation: Complete the truncated code structure"}]
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syntax
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HARD_CUT
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CRITICAL
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bcda32ab85ecef62e60d41fc5f944271b774ca47
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: # coding: utf-8 # In[1]: import numpy as np import pandas as pd import os from random import shuffle from tqdm import tqdm DATA_DIR = '../input/amazon/' TRAIN_TIF_DIR = DATA_DIR + 'train-tif/' TRAIN_CSV = DATA_DIR + 'train.csv' TEST_TIF_DIR = DATA_DIR + 'test-tif/' IMG_SIZE = 100 LR = 1e-3 MODEL_NAME = 'amazon=-{}-{}.model'.format(LR, '2conv-basic') CLOUD_COVER_LABELS = [ 'clear', 'cloudy', 'haze', 'partly_cloudy'] # read our data and take a look at what we are dealing with train_csv = pd.read_csv(TRAIN_CSV) train_csv.head() tags = pd.DataFrame() for label in CLOUD_COVER_LABELS: tags[label] = train_csv.tags.apply(lambda x: np.where(label in x, 1, 0)) train_csv = pd.concat([train_csv, tags], axis=1) # In[17]: pd.concat([train_csv[train_csv.clear == 1].sample(n=7251), train_csv[train_csv.cloudy == 1].sample(n=7251), train_csv[train_csv.haze == 1, train_csv[train_csv.partly_cloudy == 1].sample(n=7251)], axis=0, ignore_index=True)
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Syntax Analysis: Syntax Errors Found: • Unmatched closing bracket ')' at line 45 • Unclosed '(' at line 42 - expected ')' • Unclosed '[' at line 42 - expected ']' Fixes: • Add closing ')' bracket • Add closing ']' bracket • Check opening and closing brackets
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intermediate
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testing
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syntax_repair
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Pythoncode:Python
| 0
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| 983
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\n# coding: utf-8\n\n# In[1]:\n\nimport numpy as np\nimport pandas as pd\nimport os\nfrom random import shuffle\nfrom tqdm import tqdm\n\nDATA_DIR = '../input/amazon/'\nTRAIN_TIF_DIR = DATA_DIR + 'train-tif/'\nTRAIN_CSV = DATA_DIR + 'train.csv'\nTEST_TIF_DIR = DATA_DIR + 'test-tif/'\n\nIMG_SIZE = 100\nLR = 1e-3\n\nMODEL_NAME = 'amazon=-{}-{}.model'.format(LR, '2conv-basic')\n\nCLOUD_COVER_LABELS = [\n 'clear', \n 'cloudy', \n 'haze', \n 'partly_cloudy']\n\n# read our data and take a look at what we are dealing with\ntrain_csv = pd.read_csv(TRAIN_CSV)\ntrain_csv.head()\n\ntags = pd.DataFrame()\n\nfor label in CLOUD_COVER_LABELS:\n tags[label] = train_csv.tags.apply(lambda x: np.where(label in x, 1, 0))\n \ntrain_csv = pd.concat([train_csv, tags], axis=1)\n\n\n# In[17]:\n\npd.concat([train_csv[train_csv.clear == 1].sample(n=7251),\ntrain_csv[train_csv.cloudy == 1].sample(n=7251),\ntrain_csv[train_csv.haze == 1,\ntrain_csv[train_csv.partly_cloudy == 1].sample(n=7251)], axis=0, ignore_index=True)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unmatched closing bracket ')' at line 45\n \u2022 Unclosed '(' at line 42 - expected ')'\n \u2022 Unclosed '[' at line 42 - expected ']'\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Add closing ']' bracket\n \u2022 Check opening and closing brackets"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
bcdd9f6e351b12352ead172914df612d99371de2
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """Base support for POSIX-like platforms.""" import py, os, sys from rpython.translator.platform import Platform, log, _run_subprocess import rpython rpydir = str(py.path.local(rpython.__file__).join('..')) class BasePosix(Platform): exe_ext = '' make_cmd = 'make' relevant_environ = ('CPATH', 'LIBRARY_PATH', 'C_INCLUDE_PATH') DEFAULT_CC = 'gcc' rpath_flags = ['-Wl,-rpath=\'$$ORIGIN/\''] def __init__(self, cc=None): self.cc = cc or os.environ.get('CC', self.DEFAULT_CC) def _libs(self, libraries): return ['-l%s' % lib for lib in libraries] def _libdirs(self, library_dirs): assert '' not in library_dirs return ['-L%s' % ldir for ldir in library_dirs] def _includedirs(self, include_dirs): assert '' not in include_dirs return ['-I%s' % idir for idir in include_dirs] def _linkfiles(self, link_files): return list(link_files) def _compile_c_file(self, cc, cfile, compile_args): oname = self._make_o_file(cfile, ext='o') args = ['-c'] + compile_args + [str(cfile), '-o', str(oname)] self._execute_c_compiler(cc, args, oname, cwd=str(cfile.dirpath())) return oname def _link_args_from_eci(self, eci, standalone): return Platform._link_args_from_eci(self, eci, standalone) def _exportsymbols_link_flags(self): if (self.cc == 'mingw32' or (self.cc== 'gcc' and os.name=='nt') or sys.platform == 'cygwin'): return ["-Wl,--export-all-symbols"] return ["-Wl,--export-dynamic"] def _link(self, cc, ofiles, link_args, standalone, exe_name): args = [str(ofile) for ofile in ofiles] + link_args args += ['-o', str(exe_name)] if not standalone: args = self._args_for_shared(args) self._execute_c_compiler(cc, args, exe_name, cwd=str(exe_name.dirpath())) return exe_name def _pkg_config(self, lib, opt, default, check_result_dir=False): try: ret, out, err = _run_subprocess("pkg-config", [lib, opt]) except OSError, e: err = str(e) ret = 1 if ret: result = default else: # strip compiler flags result = [entry[2:] for entry in out.split()] # if not result: pass # if pkg-config explicitly returned nothing, then # we assume it means no options are needed elif check_result_dir: # check that at least one of the results is a valid dir for check in result: if os.path.isdir(check): break else: if ret: msg = ("running 'pkg-config %s %s' failed:\n%s\n" "and the default %r is not a valid directory" % ( lib, opt, err.rstrip(), default)) else: ... [code truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF SyntaxError: multiple exception types must be parenthesized at line 64 ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 17 Unexpected indentation at line 27 Unexpected indentation at line 31 💡 Suggestions: Complete the expression on the last line Review code syntax
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advanced
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testing
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debugging
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Pythoncode:Python
| 10
| 1
| 3,033
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"Base support for POSIX-like platforms.\"\"\"\n\nimport py, os, sys\n\nfrom rpython.translator.platform import Platform, log, _run_subprocess\n\nimport rpython\nrpydir = str(py.path.local(rpython.__file__).join('..'))\n\nclass BasePosix(Platform):\n exe_ext = ''\n make_cmd = 'make'\n\n relevant_environ = ('CPATH', 'LIBRARY_PATH', 'C_INCLUDE_PATH')\n\n DEFAULT_CC = 'gcc'\n rpath_flags = ['-Wl,-rpath=\\'$$ORIGIN/\\'']\n\n def __init__(self, cc=None):\n self.cc = cc or os.environ.get('CC', self.DEFAULT_CC)\n\n def _libs(self, libraries):\n return ['-l%s' % lib for lib in libraries]\n\n def _libdirs(self, library_dirs):\n assert '' not in library_dirs\n return ['-L%s' % ldir for ldir in library_dirs]\n\n def _includedirs(self, include_dirs):\n assert '' not in include_dirs\n return ['-I%s' % idir for idir in include_dirs]\n\n def _linkfiles(self, link_files):\n return list(link_files)\n\n def _compile_c_file(self, cc, cfile, compile_args):\n oname = self._make_o_file(cfile, ext='o')\n args = ['-c'] + compile_args + [str(cfile), '-o', str(oname)]\n self._execute_c_compiler(cc, args, oname,\n cwd=str(cfile.dirpath()))\n return oname\n\n def _link_args_from_eci(self, eci, standalone):\n return Platform._link_args_from_eci(self, eci, standalone)\n\n def _exportsymbols_link_flags(self):\n if (self.cc == 'mingw32' or (self.cc== 'gcc' and os.name=='nt')\n or sys.platform == 'cygwin'):\n return [\"-Wl,--export-all-symbols\"]\n return [\"-Wl,--export-dynamic\"]\n\n def _link(self, cc, ofiles, link_args, standalone, exe_name):\n args = [str(ofile) for ofile in ofiles] + link_args\n args += ['-o', str(exe_name)]\n if not standalone:\n args = self._args_for_shared(args)\n self._execute_c_compiler(cc, args, exe_name,\n cwd=str(exe_name.dirpath()))\n return exe_name\n\n def _pkg_config(self, lib, opt, default, check_result_dir=False):\n try:\n ret, out, err = _run_subprocess(\"pkg-config\", [lib, opt])\n except OSError, e:\n err = str(e)\n ret = 1\n if ret:\n result = default\n else:\n # strip compiler flags\n result = [entry[2:] for entry in out.split()]\n #\n if not result:\n pass # if pkg-config explicitly returned nothing, then\n # we assume it means no options are needed\n elif check_result_dir:\n # check that at least one of the results is a valid dir\n for check in result:\n if os.path.isdir(check):\n break\n else:\n if ret:\n msg = (\"running 'pkg-config %s %s' failed:\\n%s\\n\"\n \"and the default %r is not a valid directory\" % (\n lib, opt, err.rstrip(), default))\n else:\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 SyntaxError: multiple exception types must be parenthesized at line 64\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 17\n Unexpected indentation at line 27\n Unexpected indentation at line 31\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review code syntax"}]
| false
| null | null | null |
bcddbefe85e0c400583bdfd288157408fcf8f518
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import glob import bs4 import gzip import pickle import re import os from concurrent.futures import ProcessPoolExecutor as PPE import json from pathlib import Path
|
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
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intermediate
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machine_learning
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error_detection
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Pythoncode:Python
| 2
| 0
| 165
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport glob\nimport bs4 \n\nimport gzip\nimport pickle\nimport re\nimport os\nfrom concurrent.futures import ProcessPoolExecutor as PPE\nimport json\nfrom pathlib import Path"}, {"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
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HARD_CUT
|
CRITICAL
|
bcde4233b8d9a36e066c7f656e904c7a4e46422b
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/python # # Copyright 2020 Google 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. import logging from google.datacatalog_connectors.apache_atlas import scrape class MetadataScraper: def __init__(self, connection_args): self._apache_atlas_facade = scrape.apache_atlas_facade.\ ApacheAtlasFacade(connection_args) self.__metadata_enricher = scrape.metadata_enricher.\ MetadataEnricher(self._apache_atlas_facade) def get_metadata(self, **kwargs): # Complete this line classifications_dict = {} entity_types_dict = {} enum_types_dict = {} self._log_scrape_start('Scraping admin metrics...') admin_metrics = self._apache_atlas_facade.get_admin_metrics() logging.info(admin_metrics) self._log_single_object_scrape_result(admin_metrics) self._log_scrape_start('Scraping typedefs...') for typedef in self._apache_atlas_facade.get_typedefs(): self._scrape_classification_types(classifications_dict, typedef) self._scrape_enum_types(enum_types_dict, typedef) self._scrape_entity_types(entity_types_dict, typedef) self.__metadata_enricher.enrich_entity_relationships(entity_types_dict) return { 'classifications': classifications_dict, 'enum_types': enum_types_dict, 'entity_types': entity_types_dict }, None def _scrape_entity_types(self, entity_types_dict, typedef): self._log_scrape_start('Scraping EntityTypes...') for entity_type in typedef.entityDefs: entity_type_name = entity_type.name entity_type_dict = { 'name': entity_type_name, 'data': entity_type._data, 'superTypes': entity_type.superTypes, 'entities': {} } entities = self.__scrape_entity_type(entity_type) entity_type_dict['entities'] = entities entity_types_dict[entity_type_name] = entity_type_dict ... [5 more functiondefs truncated] ...
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The missing line is: self._log_scrape_start('Scraping all Metadata...')
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advanced
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api
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fill_in_the_blank
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Pythoncode:Python
| 3
| 1
| 2,643
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/python\n#\n# Copyright 2020 Google 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\nimport logging\n\nfrom google.datacatalog_connectors.apache_atlas import scrape\n\n\nclass MetadataScraper:\n\n def __init__(self, connection_args):\n self._apache_atlas_facade = scrape.apache_atlas_facade.\\\n ApacheAtlasFacade(connection_args)\n self.__metadata_enricher = scrape.metadata_enricher.\\\n MetadataEnricher(self._apache_atlas_facade)\n\n def get_metadata(self, **kwargs):\n # Complete this line\n classifications_dict = {}\n entity_types_dict = {}\n enum_types_dict = {}\n\n self._log_scrape_start('Scraping admin metrics...')\n admin_metrics = self._apache_atlas_facade.get_admin_metrics()\n logging.info(admin_metrics)\n self._log_single_object_scrape_result(admin_metrics)\n\n self._log_scrape_start('Scraping typedefs...')\n for typedef in self._apache_atlas_facade.get_typedefs():\n self._scrape_classification_types(classifications_dict, typedef)\n\n self._scrape_enum_types(enum_types_dict, typedef)\n\n self._scrape_entity_types(entity_types_dict, typedef)\n\n self.__metadata_enricher.enrich_entity_relationships(entity_types_dict)\n\n return {\n 'classifications': classifications_dict,\n 'enum_types': enum_types_dict,\n 'entity_types': entity_types_dict\n }, None\n\n def _scrape_entity_types(self, entity_types_dict, typedef):\n self._log_scrape_start('Scraping EntityTypes...')\n for entity_type in typedef.entityDefs:\n entity_type_name = entity_type.name\n\n entity_type_dict = {\n 'name': entity_type_name,\n 'data': entity_type._data,\n 'superTypes': entity_type.superTypes,\n 'entities': {}\n }\n\n entities = self.__scrape_entity_type(entity_type)\n entity_type_dict['entities'] = entities\n\n entity_types_dict[entity_type_name] = entity_type_dict\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n self._log_scrape_start('Scraping all Metadata...')"}]
| false
| null | null | null |
bcde81a6deec0252f40277dde895c56c9a4836eb
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import functools import json from os.path import abspath, dirname, exists, join from typing import Dict, Sequence import numpy as np import pandas as pd import torch from pymatgen.core import Composition from torch.utils.data import Dataset class CompositionData(Dataset): def __init__( self, df: pd.DataFrame, task_dict: Dict[str, str], elem_emb: str = "matscholar200", inputs: Sequence[str] = ["composition"], identifiers: Sequence[str] = ["material_id", "composition"], ): """Data class for Roost models. Args: df (pd.DataFrame): Pandas dataframe holding input and target values. task_dict (dict[str, "regression" | "classification"]): Map from target names to task type. elem_emb (str, optional): One of "matscholar200", "cgcnn92", "megnet16", "onehot112" or path to a file with custom embeddings. Defaults to "matscholar200". inputs (list[str], optional): df column name holding material compositions. Defaults to ["composition"]. identifiers (list, optional): df columns for distinguishing data points. Will be copied over into the model's output CSV. Defaults to ["material_id", "composition"]. """ assert len(identifiers) == 2, "Two identifiers are required" assert len(inputs) == 1, "One input column required are required" self.inputs = inputs self.task_dict = task_dict self.identifiers = identifiers
|
self.df = df if elem_emb in ["matscholar200", "cgcnn92", "megnet16", "onehot112"]: elem_emb = join( dirname(abspath(__file__)), f"../embeddings/element/{elem_emb}.json" ) else: assert exists(elem_emb), f"{elem_emb} does not exist!" with open(elem_emb) as f: self.elem_features = json.load(f) self.elem_emb_len = len(list(self.elem_features.values())[0]) self.n_targets = [] for target, task in self.task_dict.items(): if task == "regression": self.n_targets.append(1) elif task == "classification": n_classes = np.max(self.df[target].values) + 1 self.n_targets.append(n_classes) def __len__(self): return len(self.df) @functools.lru_cache(maxsize=None) # Cache data for faster training ... [2 more functiondefs truncated] ...
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advanced
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testing
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code_completion
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Pythoncode:Python
| 2
| 1
| 2,510
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport functools\nimport json\nfrom os.path import abspath, dirname, exists, join\nfrom typing import Dict, Sequence\n\nimport numpy as np\nimport pandas as pd\nimport torch\nfrom pymatgen.core import Composition\nfrom torch.utils.data import Dataset\n\n\nclass CompositionData(Dataset):\n def __init__(\n self,\n df: pd.DataFrame,\n task_dict: Dict[str, str],\n elem_emb: str = \"matscholar200\",\n inputs: Sequence[str] = [\"composition\"],\n identifiers: Sequence[str] = [\"material_id\", \"composition\"],\n ):\n \"\"\"Data class for Roost models.\n\n Args:\n df (pd.DataFrame): Pandas dataframe holding input and target values.\n task_dict (dict[str, \"regression\" | \"classification\"]): Map from target names to task\n type.\n elem_emb (str, optional): One of \"matscholar200\", \"cgcnn92\", \"megnet16\", \"onehot112\" or\n path to a file with custom embeddings. Defaults to \"matscholar200\".\n inputs (list[str], optional): df column name holding material compositions.\n Defaults to [\"composition\"].\n identifiers (list, optional): df columns for distinguishing data points. Will be\n copied over into the model's output CSV. Defaults to [\"material_id\", \"composition\"].\n \"\"\"\n\n assert len(identifiers) == 2, \"Two identifiers are required\"\n assert len(inputs) == 1, \"One input column required are required\"\n\n self.inputs = inputs\n self.task_dict = task_dict\n self.identifiers = identifiers"}, {"role": "assistant", "content": "\n self.df = df\n\n if elem_emb in [\"matscholar200\", \"cgcnn92\", \"megnet16\", \"onehot112\"]:\n elem_emb = join(\n dirname(abspath(__file__)), f\"../embeddings/element/{elem_emb}.json\"\n )\n else:\n assert exists(elem_emb), f\"{elem_emb} does not exist!\"\n\n with open(elem_emb) as f:\n self.elem_features = json.load(f)\n\n self.elem_emb_len = len(list(self.elem_features.values())[0])\n\n self.n_targets = []\n for target, task in self.task_dict.items():\n if task == \"regression\":\n self.n_targets.append(1)\n elif task == \"classification\":\n n_classes = np.max(self.df[target].values) + 1\n self.n_targets.append(n_classes)\n\n def __len__(self):\n return len(self.df)\n\n @functools.lru_cache(maxsize=None) # Cache data for faster training\n\n ... [2 more functiondefs truncated] ..."}]
| false
| null | null | null |
bcded4531d60ca947d6fb59affac50e25540dcfc
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import unittest from dq import util class TestUtil(unittest.TestCase):
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 6 has no indented body • IndentationError at line 8 Fix: Complete the truncated code structure
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intermediate
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testing
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error_detection
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Pythoncode:Python
| 1
| 1
| 78
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport unittest\n\nfrom dq import util\n\n\nclass TestUtil(unittest.TestCase):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 6 has no indented body\n \u2022 IndentationError at line 8\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
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bcdf1f594847bcd658c78df9bc4bf018e0d729b0
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: """ PermCheck Check whether array A is a permutation. https://codility.com/demo/results/demoANZ7M2-GFU/ Task description A non-empty zero-indexed array A consisting of N integers is given. A permutation is a sequence containing each element from 1 to N once, and only once. For example, array A such that: A[0] = 4 A[1] = 1 A[2] = 3 A[3] = 2 is a permutation, but array A such that: A[0] = 4 A[1] = 1 A[2] = 3 is not a permutation, because value 2 is missing. The goal is to check whether array A is a permutation. Write a function: def solution(A) that, given a zero-indexed array A, returns 1 if array A is a permutation and 0 if it is not. For example, given array A such that: Error: SyntaxError / EOF
|
Fixed Code: """ PermCheck Check whether array A is a permutation. https://codility.com/demo/results/demoANZ7M2-GFU/ Task description A non-empty zero-indexed array A consisting of N integers is given. A permutation is a sequence containing each element from 1 to N once, and only once. For example, array A such that: A[0] = 4 A[1] = 1 A[2] = 3 A[3] = 2 is a permutation, but array A such that: A[0] = 4 A[1] = 1 A[2] = 3 is not a permutation, because value 2 is missing. The goal is to check whether array A is a permutation. Explanation: Complete the truncated code structure
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intermediate
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api
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error_fixing
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Pythoncode:Python
| 2
| 0
| 710
| false
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\n\nPermCheck\nCheck whether array A is a permutation.\nhttps://codility.com/demo/results/demoANZ7M2-GFU/\n\nTask description\nA non-empty zero-indexed array A consisting of N integers is given.\nA permutation is a sequence containing each element from 1 to N once, and only once.\nFor example, array A such that:\n A[0] = 4\n A[1] = 1\n A[2] = 3\n A[3] = 2\nis a permutation, but array A such that:\n A[0] = 4\n A[1] = 1\n A[2] = 3\nis not a permutation, because value 2 is missing.\nThe goal is to check whether array A is a permutation.\nWrite a function:\ndef solution(A)\nthat, given a zero-indexed array A, returns 1 if array A is a permutation and 0 if it is not.\nFor example, given array A such that:\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\n\nPermCheck\nCheck whether array A is a permutation.\nhttps://codility.com/demo/results/demoANZ7M2-GFU/\n\nTask description\nA non-empty zero-indexed array A consisting of N integers is given.\nA permutation is a sequence containing each element from 1 to N once, and only once.\nFor example, array A such that:\n A[0] = 4\n A[1] = 1\n A[2] = 3\n A[3] = 2\nis a permutation, but array A such that:\n A[0] = 4\n A[1] = 1\n A[2] = 3\nis not a permutation, because value 2 is missing.\nThe goal is to check whether array A is a permutation.\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
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HARD_CUT
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CRITICAL
|
bce0bfd9222f594d713d4743ed32c26bb4279c4c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # coding: utf-8 # Copyright (c) 2016, 2021, Oracle and/or its affiliates. All rights reserved. # This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license. from oci.util import formatted_flat_dict, NONE_SENTINEL, value_allowed_none_or_none_sentinel # noqa: F401 from oci.decorators import init_model_state_from_kwargs class LogAnalyticsAssociation(object): """ LogAnalyticsAssociation """ #: A constant which can be used with the life_cycle_state property of a LogAnalyticsAssociation. #: This constant has a value of "ACCEPTED" LIFE_CYCLE_STATE_ACCEPTED = "ACCEPTED" #: A constant which can be used with the life_cycle_state property of a LogAnalyticsAssociation. #: This constant has a value of "IN_PROGRESS" LIFE_CYCLE_STATE_IN_PROGRESS = "IN_PROGRESS" #: A constant which can be used with the life_cycle_state property of a LogAnalyticsAssociation. #: This constant has a value of "SUCCEEDED" LIFE_CYCLE_STATE_SUCCEEDED = "SUCCEEDED" #: A constant which can be used with the life_cycle_state property of a LogAnalyticsAssociation. #: This constant has a value of "FAILED" LIFE_CYCLE_STATE_FAILED = "FAILED" ... [38 more functiondefs truncated] ...
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Classes: LogAnalyticsAssociation This code demonstrates Pythoncode:Python programming.
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advanced
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api
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code_explanation
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Pythoncode:Python
| 0
| 1
| 1,415
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# coding: utf-8\n# Copyright (c) 2016, 2021, Oracle and/or its affiliates. All rights reserved.\n# This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license.\n\n\nfrom oci.util import formatted_flat_dict, NONE_SENTINEL, value_allowed_none_or_none_sentinel # noqa: F401\nfrom oci.decorators import init_model_state_from_kwargs\n\n\nclass LogAnalyticsAssociation(object):\n \"\"\"\n LogAnalyticsAssociation\n \"\"\"\n\n #: A constant which can be used with the life_cycle_state property of a LogAnalyticsAssociation.\n #: This constant has a value of \"ACCEPTED\"\n LIFE_CYCLE_STATE_ACCEPTED = \"ACCEPTED\"\n\n #: A constant which can be used with the life_cycle_state property of a LogAnalyticsAssociation.\n #: This constant has a value of \"IN_PROGRESS\"\n LIFE_CYCLE_STATE_IN_PROGRESS = \"IN_PROGRESS\"\n\n #: A constant which can be used with the life_cycle_state property of a LogAnalyticsAssociation.\n #: This constant has a value of \"SUCCEEDED\"\n LIFE_CYCLE_STATE_SUCCEEDED = \"SUCCEEDED\"\n\n #: A constant which can be used with the life_cycle_state property of a LogAnalyticsAssociation.\n #: This constant has a value of \"FAILED\"\n LIFE_CYCLE_STATE_FAILED = \"FAILED\"\n\n\n ... [38 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Classes: LogAnalyticsAssociation\n This code demonstrates Pythoncode:Python programming."}]
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bce184e301b2a2454689f53c630fba1c6046cd36
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: def pop(self): '''Removes a layer instance on top of the layer stack. ''' while self.outputs: self.layers.pop() if not self.layers: self.outputs = [] self.inbound_nodes = [] self.outbound_nodes = [] else: self.layers[-1].outbound_nodes = [] self.outputs = [self.layers[-1].output] self.built = False # region REWARDS negative_reward = 5 # Negative Reward positive_reward = 1 # Positive Reward step_reward = 0 # Reward received by each step # endregion # ------ environments configuration (till line 640) ------ # region TEXT FONTS DEFINITION smallfont = pygame.font.SysFont('comicsansms', 13) smallfont_act = pygame.font.SysFont('arial', 13) mediumfont_act = pygame.font.SysFont('arial', 18, bold=True) pygame.font.init() # endregion # region DISPLAY FUNCTIONS def show_Alg(alg, screen): text = smallfont.render("Alg: " + alg, True, black) screen.blit(text, [5 + 90 * 0, 0]) def show_Samples(sample, screen): text = smallfont.render("Sample: " + str(sample), True, black) screen.blit(text, [60+100*1, 0]) def show_Level(level, screen): text = smallfont.render("Episode: " + str(level), True, black) screen.blit(text, [50+100*2, 0]) def show_Score(score, screen): text = smallfont.render("Score: " + str(score), True, black) screen.blit(text, [50+100*3, 0]) def show_Steps(steps, screen): text = smallfont.render("Steps: " + str(steps), True, black) screen.blit(text, [50+100*4, 0]) def show_Percent(percent, screen): text = smallfont.render("Percent: " + str(['%.2f' % elem for elem in percent]), True, black) screen.blit(text, [5, 30 * 4]) def show_Steps_list(steps_list, screen): text = smallfont.render("Steps_list: " + str(steps_list), True, black) screen.blit(text, [5, 30 * 1]) def show_Act_List(act_list, screen): text = smallfont_act.render("act_list: " + str(act_list), True, black) screen.blit(text, [5, 30 * 2]) def show_Action(act, screen): text = smallfont_act.render("Chosen Action: " + act, True, black) screen.blit(text, [5, 30 * 3]) def show_Env(env, screen): text = mediumfont_act.render("Environment: " + str(env), True, black) screen.blit(text, [50, 30 * 5]) # endregion # region CREATE OBJ_LIST FROM STATE AND RELATIONSHIP LIST BETWEEN AGENT AND OBJECTS ''' CREATE obj_list - FROM env ''' ... [16 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 2 Invalid syntax at line 75: ... [16 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 6 Unexpected indentation at line 8 💡 Suggestions: Complete the expression on the last line Add closing quote at line 2 Review syntax near the error location
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advanced
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ui
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debugging
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Pythoncode:Python
| 11
| 0
| 2,533
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\ndef pop(self):\r\n '''Removes a layer instance on top of the layer stack.\r\n '''\r\n while self.outputs:\r\n self.layers.pop()\r\n if not self.layers:\r\n self.outputs = []\r\n self.inbound_nodes = []\r\n self.outbound_nodes = []\r\n else:\r\n self.layers[-1].outbound_nodes = []\r\n self.outputs = [self.layers[-1].output]\r\n self.built = False\r\n\r\n# region REWARDS\r\nnegative_reward = 5 # Negative Reward\r\npositive_reward = 1 # Positive Reward\r\nstep_reward = 0 # Reward received by each step\r\n# endregion\r\n\r\n# ------ environments configuration (till line 640) ------\r\n\r\n# region TEXT FONTS DEFINITION\r\nsmallfont = pygame.font.SysFont('comicsansms', 13)\r\nsmallfont_act = pygame.font.SysFont('arial', 13)\r\nmediumfont_act = pygame.font.SysFont('arial', 18, bold=True)\r\npygame.font.init()\r\n# endregion\r\n\r\n# region DISPLAY FUNCTIONS\r\ndef show_Alg(alg, screen):\r\n text = smallfont.render(\"Alg: \" + alg, True, black)\r\n screen.blit(text, [5 + 90 * 0, 0])\r\n\r\ndef show_Samples(sample, screen):\r\n text = smallfont.render(\"Sample: \" + str(sample), True, black)\r\n screen.blit(text, [60+100*1, 0])\r\n\r\ndef show_Level(level, screen):\r\n text = smallfont.render(\"Episode: \" + str(level), True, black)\r\n screen.blit(text, [50+100*2, 0])\r\n\r\ndef show_Score(score, screen):\r\n text = smallfont.render(\"Score: \" + str(score), True, black)\r\n screen.blit(text, [50+100*3, 0])\r\n\r\ndef show_Steps(steps, screen):\r\n text = smallfont.render(\"Steps: \" + str(steps), True, black)\r\n screen.blit(text, [50+100*4, 0])\r\n\r\ndef show_Percent(percent, screen):\r\n text = smallfont.render(\"Percent: \" + str(['%.2f' % elem for elem in percent]), True, black)\r\n screen.blit(text, [5, 30 * 4])\r\n\r\ndef show_Steps_list(steps_list, screen):\r\n text = smallfont.render(\"Steps_list: \" + str(steps_list), True, black)\r\n screen.blit(text, [5, 30 * 1])\r\n\r\ndef show_Act_List(act_list, screen):\r\n text = smallfont_act.render(\"act_list: \" + str(act_list), True, black)\r\n screen.blit(text, [5, 30 * 2])\r\n\r\ndef show_Action(act, screen):\r\n text = smallfont_act.render(\"Chosen Action: \" + act, True, black)\r\n screen.blit(text, [5, 30 * 3])\r\n\r\ndef show_Env(env, screen):\r\n text = mediumfont_act.render(\"Environment: \" + str(env), True, black)\r\n screen.blit(text, [50, 30 * 5])\r\n# endregion\r\n\r\n# region CREATE OBJ_LIST FROM STATE AND RELATIONSHIP LIST BETWEEN AGENT AND OBJECTS\r\n''' CREATE obj_list - FROM env '''\r\n\n ... [16 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 75: ... [16 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 6\n Unexpected indentation at line 8\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 2\n Review syntax near the error location"}]
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| null | null | null |
bce1c979a2eb7695c7ea999525e47a17d52983b8
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: import logging from typing import Tuple import bpy from mathutils import Vector from .object import get_objs class SceneBoundingBox(): """Scene bounding box, build a bounding box that includes all objects except the excluded ones.""" ################################################################################################ # Properties # # ============================================================================================== @property def width(self): """Scene's bounding box width.""" return self.x_max - self.x_min # ============================================================================================== @property def depth(self): """Scene's bounding box depth.""" return self.y_max - self.y_min # ============================================================================================== # Complete this line def height(self): """Scene's bounding box height.""" return self.z_max - self.z_min # ============================================================================================== @property def floor_center(self): """Scene's bounding center on lower bbox plane.""" return Vector((self.center[0], self.center[1], self.z_min)) ################################################################################################ # Constructor # # ============================================================================================== def __init__(self, scene: bpy.types.Scene, exclude_collections: Tuple[str] = ("SfM_Environment", "SfM_Reconstructions")): self.scene = scene self.exclude_collections = exclude_collections # self.center = Vector() # type: Vector self.x_min = float("inf") # type: float self.x_max = float("-inf") # type: float self.y_min = float("inf") # type: float self.y_max = float("-inf") # type: float self.z_min = float("inf") # type: float self.z_max = float("-inf") # type: float # self.compute() ################################################################################################ # Methods # # ============================================================================================== ... [4 more functiondefs truncated] ...
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The missing line is: @property
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advanced
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fill_in_the_blank
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Pythoncode:Python
| 5
| 1
| 2,419
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\nimport logging\nfrom typing import Tuple\n\nimport bpy\nfrom mathutils import Vector\n\nfrom .object import get_objs\n\nclass SceneBoundingBox():\n \"\"\"Scene bounding box, build a bounding box that includes all objects except the excluded ones.\"\"\"\n\n ################################################################################################\n # Properties\n #\n\n # ==============================================================================================\n @property\n def width(self):\n \"\"\"Scene's bounding box width.\"\"\"\n return self.x_max - self.x_min\n\n # ==============================================================================================\n @property\n def depth(self):\n \"\"\"Scene's bounding box depth.\"\"\"\n return self.y_max - self.y_min\n\n # ==============================================================================================\n # Complete this line\n def height(self):\n \"\"\"Scene's bounding box height.\"\"\"\n return self.z_max - self.z_min\n\n # ==============================================================================================\n @property\n def floor_center(self):\n \"\"\"Scene's bounding center on lower bbox plane.\"\"\"\n return Vector((self.center[0], self.center[1], self.z_min))\n\n ################################################################################################\n # Constructor\n #\n\n # ==============================================================================================\n def __init__(self, scene: bpy.types.Scene,\n exclude_collections: Tuple[str] = (\"SfM_Environment\", \"SfM_Reconstructions\")):\n self.scene = scene\n self.exclude_collections = exclude_collections\n #\n self.center = Vector() # type: Vector\n self.x_min = float(\"inf\") # type: float\n self.x_max = float(\"-inf\") # type: float\n self.y_min = float(\"inf\") # type: float\n self.y_max = float(\"-inf\") # type: float\n self.z_min = float(\"inf\") # type: float\n self.z_max = float(\"-inf\") # type: float\n #\n self.compute()\n\n ################################################################################################\n # Methods\n #\n\n # ==============================================================================================\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n @property"}]
| false
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bce207bdb62870e146b1e56a1b168c691c0515ac
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: # coding=utf-8 # Copyright 2019 The Tensor2Tensor Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def policy_and_value_net(rng_key, batch_observations_shape, num_actions, bottom_layers_fn=None, two_towers=True): """A policy and value net function.""" # Layers. # Now, with the current logits, one head computes action probabilities and the # other computes the value function. # NOTE: The LogSoftmax instead of the Softmax because of numerical stability. net = None if not two_towers: tower = [] if bottom_layers_fn is None else bottom_layers_fn() # Complete this line layers.Branch( layers.Serial(layers.Dense(num_actions), layers.LogSoftmax()), layers.Dense(1)) ]) net = layers.Serial(*tower) else: tower1 = [] if bottom_layers_fn is None else bottom_layers_fn() tower2 = [] if bottom_layers_fn is None else bottom_layers_fn() tower1.extend([layers.Dense(num_actions), layers.LogSoftmax()]) tower2.extend([layers.Dense(1)]) net = layers.Branch( layers.Serial(*tower1), layers.Serial(*tower2), ) assert net return net.initialize(batch_observations_shape, rng_key), net def optimizer_fun(net_params, step_size=1e-3): opt = trax_opt.Adam(step_size=step_size, b1=0.9, b2=0.999, eps=1e-08) opt_init = lambda x: (x, opt.tree_init(x)) opt_update = lambda i, g, s: opt.tree_update(i, g, s[0], s[1]) get_params = lambda x: x[0] opt_state = opt_init(net_params) return opt_state, opt_update, get_params # Should this be collect 'n' trajectories, or # Run the env for 'n' steps and take completed trajectories, or # Any other option? # TODO(afrozm): Replace this with EnvProblem? ... [23 more functiondefs truncated] ...
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The missing line is: tower.extend([
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intermediate
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testing
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fill_in_the_blank
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Pythoncode:Python
| 2
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2019 The Tensor2Tensor Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\ndef policy_and_value_net(rng_key,\n batch_observations_shape,\n num_actions,\n bottom_layers_fn=None,\n two_towers=True):\n \"\"\"A policy and value net function.\"\"\"\n\n # Layers.\n\n # Now, with the current logits, one head computes action probabilities and the\n # other computes the value function.\n # NOTE: The LogSoftmax instead of the Softmax because of numerical stability.\n\n net = None\n if not two_towers:\n tower = [] if bottom_layers_fn is None else bottom_layers_fn()\n # Complete this line\n layers.Branch(\n layers.Serial(layers.Dense(num_actions), layers.LogSoftmax()),\n layers.Dense(1))\n ])\n net = layers.Serial(*tower)\n else:\n tower1 = [] if bottom_layers_fn is None else bottom_layers_fn()\n tower2 = [] if bottom_layers_fn is None else bottom_layers_fn()\n\n tower1.extend([layers.Dense(num_actions), layers.LogSoftmax()])\n tower2.extend([layers.Dense(1)])\n\n net = layers.Branch(\n layers.Serial(*tower1),\n layers.Serial(*tower2),\n )\n assert net\n return net.initialize(batch_observations_shape, rng_key), net\n\n\ndef optimizer_fun(net_params, step_size=1e-3):\n opt = trax_opt.Adam(step_size=step_size, b1=0.9, b2=0.999, eps=1e-08)\n opt_init = lambda x: (x, opt.tree_init(x))\n opt_update = lambda i, g, s: opt.tree_update(i, g, s[0], s[1])\n get_params = lambda x: x[0]\n opt_state = opt_init(net_params)\n return opt_state, opt_update, get_params\n\n\n# Should this be collect 'n' trajectories, or\n# Run the env for 'n' steps and take completed trajectories, or\n# Any other option?\n# TODO(afrozm): Replace this with EnvProblem?\n\n ... [23 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n tower.extend(["}]
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bce25f2b08abacab5318cf6e45474c91216d772e
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: def weights_init_classifier(m): classname = m.__class__.__name__ if classname.find('Linear') != -1: nn.init.normal_(m.weight, std Error: SyntaxError: unterminated string literal
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Fixed Code: def weights_init_classifier(m): classname = m.__class__.__name__ if classname.find('Linear') != -1: nn.init.normal_(m.weight, std=0.001) if m.bias: nn.init.constant_(m.bias, 0.0) def weights_init_kaiming(m): classname = m.__class__.__name__ Explanation: Close the string literal with matching quote
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advanced
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testing
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error_fixing
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Pythoncode:Python
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\ndef weights_init_classifier(m):\n classname = m.__class__.__name__\n if classname.find('Linear') != -1:\n nn.init.normal_(m.weight, std\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\ndef weights_init_classifier(m):\n classname = m.__class__.__name__\n if classname.find('Linear') != -1:\n nn.init.normal_(m.weight, std=0.001)\n if m.bias:\n nn.init.constant_(m.bias, 0.0)\n\ndef weights_init_kaiming(m):\n classname = m.__class__.__name__\n\n Explanation: Close the string literal with matching quote"}]
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syntax
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MID_STRING
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CRITICAL
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bce5b76758741bd43e051c43114fa45c1ec64384
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: #!/usr/bin/env python import mirheo as mir dt = 0.001 ranks = (1, 1, 1) domain = (8, 16, 8) force = (1.0, 0, 0) density = 4 u = mir.Mirheo(ranks, domain, dt, debug_level=3, log_filename='log', no_splash=True) pv = mir.ParticleVectors.ParticleVector('pv', mass = 1) ic = mir.InitialConditions.Uniform(number_density=density) u.registerParticleVector(pv=pv, ic=ic) dpd = mir.Interactions.Pairwise('dpd', rc=1.0, kind="DPD", a=10.0, gamma=50.0, kBT=1.0, power=0.5) u.registerInteraction(dpd) plate_lo = mir.Walls.Plane("plate_lo", (0, 0, -1), (0, 0, 1)) plate_hi = mir.Walls.Plane("plate_hi", (0, 0, 1), (0, 0, domain[2] - 1)) u.registerWall(plate_lo, 0) u.registerWall(plate_hi, 0) vv = mir.Integrators.VelocityVerlet("vv") frozen = u.makeFrozenWallParticles(pvName="plates", walls=[plate_lo, plate_hi], interactions=[dpd], integrator=vv, number_density=density) u.setWall(plate_lo, pv) u.setWall(plate_hi, pv) for p in (pv, frozen): u.setInteraction(dpd, p, pv) vv_dp = mir.Integrators.VelocityVerlet_withConstForce("vv_dp", force) u.registerIntegrator(vv_dp) u.setIntegrator(vv_dp, pv) sample_every = 2 dump_every = 1000 bin_size = (1., 1., 0.5) u.registerPlugins(mir.Plugins.createDumpAverage('field', [pv], sample_every, dump_every, bin_size, ["velocities"], 'h5/solvent-')) u.run(7002) # nTEST: walls.analytic.plates # cd walls/analytic # rm -rf h5 # mir.run --runargs "-n 2" ./plates.py # mir.avgh5 xy velocities h5/solvent-0000[4-7].h5 | awk '{print $1}' > profile.out.txt
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Code Review: ⚠️ Code quality: Unexpected indentation at line 18 ✨ Improvements: Line 28 too long (138 chars) - break into multiple lines Line 46 too long (130 chars) - break into multiple lines
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intermediate
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testing
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code_review
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Pythoncode:Python
| 0
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| 1,526
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport mirheo as mir\n\ndt = 0.001\n\nranks = (1, 1, 1)\ndomain = (8, 16, 8)\nforce = (1.0, 0, 0)\n\ndensity = 4\n\nu = mir.Mirheo(ranks, domain, dt, debug_level=3, log_filename='log', no_splash=True)\n\npv = mir.ParticleVectors.ParticleVector('pv', mass = 1)\nic = mir.InitialConditions.Uniform(number_density=density)\nu.registerParticleVector(pv=pv, ic=ic)\n \ndpd = mir.Interactions.Pairwise('dpd', rc=1.0, kind=\"DPD\", a=10.0, gamma=50.0, kBT=1.0, power=0.5)\nu.registerInteraction(dpd)\n\nplate_lo = mir.Walls.Plane(\"plate_lo\", (0, 0, -1), (0, 0, 1))\nplate_hi = mir.Walls.Plane(\"plate_hi\", (0, 0, 1), (0, 0, domain[2] - 1))\nu.registerWall(plate_lo, 0)\nu.registerWall(plate_hi, 0)\n\nvv = mir.Integrators.VelocityVerlet(\"vv\")\nfrozen = u.makeFrozenWallParticles(pvName=\"plates\", walls=[plate_lo, plate_hi], interactions=[dpd], integrator=vv, number_density=density)\n\nu.setWall(plate_lo, pv)\nu.setWall(plate_hi, pv)\n\n\nfor p in (pv, frozen):\n u.setInteraction(dpd, p, pv)\n\nvv_dp = mir.Integrators.VelocityVerlet_withConstForce(\"vv_dp\", force)\nu.registerIntegrator(vv_dp)\nu.setIntegrator(vv_dp, pv)\n\n\nsample_every = 2\ndump_every = 1000\nbin_size = (1., 1., 0.5)\n\nu.registerPlugins(mir.Plugins.createDumpAverage('field', [pv], sample_every, dump_every, bin_size, [\"velocities\"], 'h5/solvent-'))\n\nu.run(7002)\n\n# nTEST: walls.analytic.plates\n# cd walls/analytic\n# rm -rf h5\n# mir.run --runargs \"-n 2\" ./plates.py\n# mir.avgh5 xy velocities h5/solvent-0000[4-7].h5 | awk '{print $1}' > profile.out.txt"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 18\n\n\u2728 Improvements:\n Line 28 too long (138 chars) - break into multiple lines\n Line 46 too long (130 chars) - break into multiple lines"}]
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bce6db15719682d4f24dcfd6984365aab4377658
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: #!/usr/bin/python # -*- coding: utf-8 -*- import abc import bs4 import functools import utilities class Error(Exception): """Base exception class that takes a message to display upon raising. """ def __init__(self, message=None): """Creates an instance of Error. :type message: str :param message: A message to display when raising the exception. """ super(Error, self).__init__() self.message = message def __str__(self): return unicode(self.message) if self.message is not None else u"" class MalformedPageError(Error): """Indicates that a page on MAL has broken markup in some way. """ def __init__(self, id, html, message=None): super(MalformedPageError, self).__init__(message=message) if isinstance(id, unicode): self.id = id else: self.id = str(id).decode(u'utf-8') if isinstance(html, unicode): ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.html = html else: self.html = str(html).decode(u'utf-8') def __str__(self): return "\n".join([
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Pythoncode:Python
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/python\n# -*- coding: utf-8 -*-\nimport abc\nimport bs4\nimport functools\n\nimport utilities\n\nclass Error(Exception):\n \"\"\"Base exception class that takes a message to display upon raising.\n \"\"\"\n def __init__(self, message=None):\n \"\"\"Creates an instance of Error.\n\n :type message: str\n :param message: A message to display when raising the exception.\n\n \"\"\"\n super(Error, self).__init__()\n self.message = message\n def __str__(self):\n return unicode(self.message) if self.message is not None else u\"\"\n\nclass MalformedPageError(Error):\n \"\"\"Indicates that a page on MAL has broken markup in some way.\n \"\"\"\n def __init__(self, id, html, message=None):\n super(MalformedPageError, self).__init__(message=message)\n if isinstance(id, unicode):\n self.id = id\n else:\n self.id = str(id).decode(u'utf-8')\n if isinstance(html, unicode):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n self.html = html\n else:\n self.html = str(html).decode(u'utf-8')\n def __str__(self):\n return \"\\n\".join(["}]
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syntax
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HARD_CUT
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CRITICAL
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bce8b5c80fccdda525f4313d1b8dac7df83862d2
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: """p2 core http responses""" from wsgiref.util import FileWrapper from django.http import StreamingHttpResponse from p2.core.constants import ATTR_BLOB_MIME, ATTR_BLOB_SIZE_BYTES from p2.core.models import Blob # Complete this line class BlobResponse(StreamingHttpResponse): """Directly return blob's content. Optionally return as attachment if as_download is True""" def __init__(self, blob: Blob, chunk_size=8192): super().__init__(FileWrapper(blob, chunk_size)) self['Content-Length'] = blob.attributes.get(ATTR_BLOB_SIZE_BYTES, 0) self['Content-Type'] = blob.attributes.get(ATTR_BLOB_MIME, 'text/plain')
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The missing line is:
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advanced
|
api
|
fill_in_the_blank
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Pythoncode:Python
| 1
| 1
| 624
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"p2 core http responses\"\"\"\nfrom wsgiref.util import FileWrapper\n\nfrom django.http import StreamingHttpResponse\n\nfrom p2.core.constants import ATTR_BLOB_MIME, ATTR_BLOB_SIZE_BYTES\nfrom p2.core.models import Blob\n # Complete this line\n\nclass BlobResponse(StreamingHttpResponse):\n \"\"\"Directly return blob's content. Optionally return as attachment if as_download is True\"\"\"\n\n def __init__(self, blob: Blob, chunk_size=8192):\n super().__init__(FileWrapper(blob, chunk_size))\n self['Content-Length'] = blob.attributes.get(ATTR_BLOB_SIZE_BYTES, 0)\n self['Content-Type'] = blob.attributes.get(ATTR_BLOB_MIME, 'text/plain')"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
bce99600c76ca2d8cb9cc68164960e5e44460216
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Generated by Django 3.0.6 on 2020-05-28 09:07 from django.conf import settings fro ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: import django.db.models.deletion ... [1 more classdefs truncated] ...
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intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 85
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Generated by Django 3.0.6 on 2020-05-28 09:07\n\nfrom django.conf import settings\nfro\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:\nimport django.db.models.deletion\n\n\n\n ... [1 more classdefs truncated] ..."}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bcea70bd02cca28f65bc7151eb0b0e69448cc1e4
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: ... [1 more functiondefs truncated] ...
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This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 47
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
bceaba57987d2038b2b3f984d0fa700547f6902c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from collections import namedtuple as Struct from sklearn.model_selection import GroupShuffleSplit, ShuffleSplit DataSplitConfig = Struct('DataSplitConfig', ['validation_size', 'test_size', 'random_seed']) DEFAULT_SPLIT_CONFIG = DataSplitConfig(0.2, 0.2, 1337) class GroupDataSplit(): def __init__(self, df, key, config=DEFAULT_SPLIT_CONFIG): self.config = config self.key = key self._df = df self._split_data() @property def total(self): """Total records in the data frame""" return len(self._df) def train_df(self): """Randomized train data frame""" return self._train_df.sample(frac=1).reset_index(drop=True) @property def val_df(self): """Validation data frame""" return self._val_df @property def test_df(self): """Test data frame""" return self._test_df @property def test_split(self):
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 35 has no body - expected indented block • IndentationError at line 35 Fix: Complete the truncated code structure
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advanced
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testing
|
error_detection
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Pythoncode:Python
| 8
| 1
| 935
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom collections import namedtuple as Struct\nfrom sklearn.model_selection import GroupShuffleSplit, ShuffleSplit\n\nDataSplitConfig = Struct('DataSplitConfig', ['validation_size', 'test_size', 'random_seed'])\n\nDEFAULT_SPLIT_CONFIG = DataSplitConfig(0.2, 0.2, 1337)\n\nclass GroupDataSplit():\n def __init__(self, df, key, config=DEFAULT_SPLIT_CONFIG):\n self.config = config\n self.key = key\n self._df = df\n self._split_data()\n\n @property\n def total(self):\n \"\"\"Total records in the data frame\"\"\"\n return len(self._df)\n\n def train_df(self):\n \"\"\"Randomized train data frame\"\"\"\n return self._train_df.sample(frac=1).reset_index(drop=True)\n\n @property\n def val_df(self):\n \"\"\"Validation data frame\"\"\"\n return self._val_df\n\n @property\n def test_df(self):\n \"\"\"Test data frame\"\"\"\n return self._test_df\n\n @property\n def test_split(self):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 35 has no body - expected indented block\n \u2022 IndentationError at line 35\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bceb90c866742318115d3897625ab3cd17dad9ae
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Copyright (c) OpenMMLab. All rights reserved. import mmcv import torch.nn as nn from mmcv.cnn import ConvModule from mmcv.runner import BaseModule from .make_divisible import make_divisible class SELayer(BaseModule): """Squeeze-and-Excitation Module. Args: channels (int): The input (and output) channels of the SE layer. squeeze_channels (None or int): The intermediate channel number of SElayer. Default: None, means the value of ``squeeze_channels`` is ``make_divisible(channels // ratio, divisor)``. ratio (int): Squeeze ratio in SELayer, the intermediate channel will be ``make_divisible(channels // ratio, divisor)``. Only used when ``squeeze_channels`` is None. Default: 16. divisor(int): The divisor to true divide the channel number. Only used when ``squeeze_channels`` is None. Default: 8. conv_cfg (None or dict): Config dict for convolution layer. Default: None, which means using conv2d. act_cfg (dict or Sequence[dict]): Config dict for activation layer. If act_cfg is a dict, two activation layers will be configurated by this dict. If act_cfg is a sequence of dicts, the first activation layer will be configurated by the first dict and the second activation layer will be configurated by the second dict. Default: (dict(type='ReLU'), dict(type='Sigmoid')) """ def __init__(self, channels, squeeze_channels=None, ratio=16, divisor=8, bias='auto', conv_cfg=None, act_cfg=(dict(type='ReLU'), dict(type='Sigmoid')), init_cfg=None): super(SELayer, self).__init__(init_cfg) if isinstance(act_cfg, dict): act_cfg = (act_cfg, act_cfg) assert len(act_cfg) == 2 # Complete this line self.global_avgpool = nn.AdaptiveAvgPool2d(1) if squeeze_channels is None: squeeze_channels = make_divisible(channels // ratio, divisor) assert isinstance(squeeze_channels, int) and squeeze_channels > 0, \ '"squeeze_channels" should be a positive integer, but get ' + \ f'{squeeze_channels} instead.' self.conv1 = ConvModule( in_channels=channels, out_channels=squeeze_channels, kernel_size=1, stride=1, bias=bias, conv_cfg=conv_cfg, act_cfg=act_cfg[0]) self.conv2 = ConvModule( in_channels=squeeze_channels, out_channels=channels, kernel_size=1, stride=1, bias=bias, conv_cfg=conv_cfg, act_cfg=act_cfg[1]) def forward(self, x): out = self.global_avgpool(x) out = self.conv1(out) out = self.conv2(out) return x * out
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The missing line is: assert mmcv.is_tuple_of(act_cfg, dict)
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advanced
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testing
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fill_in_the_blank
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Pythoncode:Python
| 2
| 1
| 2,989
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Copyright (c) OpenMMLab. All rights reserved.\nimport mmcv\nimport torch.nn as nn\nfrom mmcv.cnn import ConvModule\nfrom mmcv.runner import BaseModule\n\nfrom .make_divisible import make_divisible\n\n\nclass SELayer(BaseModule):\n \"\"\"Squeeze-and-Excitation Module.\n\n Args:\n channels (int): The input (and output) channels of the SE layer.\n squeeze_channels (None or int): The intermediate channel number of\n SElayer. Default: None, means the value of ``squeeze_channels``\n is ``make_divisible(channels // ratio, divisor)``.\n ratio (int): Squeeze ratio in SELayer, the intermediate channel will\n be ``make_divisible(channels // ratio, divisor)``. Only used when\n ``squeeze_channels`` is None. Default: 16.\n divisor(int): The divisor to true divide the channel number. Only\n used when ``squeeze_channels`` is None. Default: 8.\n conv_cfg (None or dict): Config dict for convolution layer. Default:\n None, which means using conv2d.\n act_cfg (dict or Sequence[dict]): Config dict for activation layer.\n If act_cfg is a dict, two activation layers will be configurated\n by this dict. If act_cfg is a sequence of dicts, the first\n activation layer will be configurated by the first dict and the\n second activation layer will be configurated by the second dict.\n Default: (dict(type='ReLU'), dict(type='Sigmoid'))\n \"\"\"\n\n def __init__(self,\n channels,\n squeeze_channels=None,\n ratio=16,\n divisor=8,\n bias='auto',\n conv_cfg=None,\n act_cfg=(dict(type='ReLU'), dict(type='Sigmoid')),\n init_cfg=None):\n super(SELayer, self).__init__(init_cfg)\n if isinstance(act_cfg, dict):\n act_cfg = (act_cfg, act_cfg)\n assert len(act_cfg) == 2\n # Complete this line\n self.global_avgpool = nn.AdaptiveAvgPool2d(1)\n if squeeze_channels is None:\n squeeze_channels = make_divisible(channels // ratio, divisor)\n assert isinstance(squeeze_channels, int) and squeeze_channels > 0, \\\n '\"squeeze_channels\" should be a positive integer, but get ' + \\\n f'{squeeze_channels} instead.'\n self.conv1 = ConvModule(\n in_channels=channels,\n out_channels=squeeze_channels,\n kernel_size=1,\n stride=1,\n bias=bias,\n conv_cfg=conv_cfg,\n act_cfg=act_cfg[0])\n self.conv2 = ConvModule(\n in_channels=squeeze_channels,\n out_channels=channels,\n kernel_size=1,\n stride=1,\n bias=bias,\n conv_cfg=conv_cfg,\n act_cfg=act_cfg[1])\n\n def forward(self, x):\n out = self.global_avgpool(x)\n out = self.conv1(out)\n out = self.conv2(out)\n return x * out"}, {"role": "assistant", "content": "The missing line is:\n assert mmcv.is_tuple_of(act_cfg, dict)"}]
| false
| null | null | null |
bcef12fc47d4a9fcc176c51b16eef241913a4acb
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from django.contrib import admin from .models import Images,Comments,Profile # Register your models here. class CommentInline(admin.TabularInline): model=Comments extra=3 class ImageInline(admin.ModelAdmin): fieldsets=[ (None,{'fields':['image']}), (None,{'fields':['image_name']}), (None,{'fields':['image_caption']}), (None,{'fields':['likes']}), ] inlines=[CommentInline] admin.site.site_header='InstaPost Admin' admin.site.site_title='InstaPost Admin Dashboard' admin.site.register(Images,ImageInline) admin.site.register(Profile)
|
Classes: CommentInline, ImageInline This code demonstrates Pythoncode:Python programming.
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advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 2
| 605
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom django.contrib import admin\nfrom .models import Images,Comments,Profile\n# Register your models here.\n\nclass CommentInline(admin.TabularInline):\n model=Comments\n extra=3\n \nclass ImageInline(admin.ModelAdmin):\n fieldsets=[\n (None,{'fields':['image']}),\n (None,{'fields':['image_name']}),\n (None,{'fields':['image_caption']}),\n (None,{'fields':['likes']}),\n ]\n inlines=[CommentInline]\n \n \nadmin.site.site_header='InstaPost Admin'\nadmin.site.site_title='InstaPost Admin Dashboard'\n\nadmin.site.register(Images,ImageInline)\nadmin.site.register(Profile)"}, {"role": "assistant", "content": " Classes: CommentInline, ImageInline\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
bcef9b7b7442550783a878ff705f2b12e8b4982b
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import numpy as np def normalize(x): return x / np.linalg.norm(x) def norm_sq(v): return np.dot(v,v) def norm(v): return np.linalg.norm(v) def get_sub_keys(v): if type(v) is not tuple and type(v) is not list: return [] return [k for k in v if type(k) is str] def to_vec3(v): if isinstance(v, (float, int)): return np.array([v, v, v], dtype=np.float32) elif len(get_sub_keys(v)) > 0: return v else: return np.array([v[0], v[1], v[2]], dtype=np.float32) def to_str(x): if type(x) is bool: return "1" if x else "0" elif isinstance(x, (list, tuple)): return vec3_str(x) else: return str(x) def float_str(x): if type(x) is str: return '_' + x else: return str(x) def vec3_str(v): if type(v) is str: return '_' + v elif isinstance(v, (float, int)): return 'vec3(' + str(v) + ')' else: return 'vec3(' + float_str(v[0]) + ',' + float_str(v[1]) + ',' + float_str(v[2]) + ')' def vec3_eq(v, val): if type(v) is str: return False for i in range(3): if v[i] != val[i]: return False return True def smin(a, b, k): h = min(max(0.5 + 0.5*(b - a)/k, 0.0), 1.0) return b*(1 - h) + a*h - k*h*(1.0 - h) def get_global(k): if type(k) is str: return _mandelbruh_GLOBAL_VARS[k] elif type(k) is tuple or type(k) is list: return np.array([get_global(i) for i in k], dtype=np.float32) else: return k def set_global_float(k): if type(k) is str: _mandelbruh_GLOBAL_VARS[k] = 0.0 return k def set_global_vec3(k): if type(k) is str: _mandelbruh_GLOBAL_VARS[k] = to_vec3((0,0,0)) return k elif isinstance(k, (float, int)): return to_vec3(k) else: sk = get_sub_keys(k) for i in sk: _mandelbruh_GLOBAL_VARS[i] = 0.0 return to_vec3(k) def cond_offset(p): if type(p) is str or np.count_nonzero(p) > 0: return ' - vec4(' + vec3_str(p) + ', 0)' return '' def cond_subtract(p): if type(p) is str or p > 0: return ' - ' + float_str(p) return '' def make_color(geo): if type(geo.color) is tuple or type(geo.color) is np.ndarray: return 'vec4(' + vec3_str(geo.color) + ', ' + geo.glsl() + ')' elif geo.color == 'orbit' or geo.color == 'o': return 'vec4(orbit, ' + geo.glsl() + ')' else: raise Exception("Invalid coloring type") _mandelbruh_GLOBAL_VARS = {}
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 15 Unexpected indentation at line 20 Unexpected indentation at line 22 Unexpected indentation at line 28 Unexpected indentation at line 30 Unexpected indentation at line 36 Unexpected indentation at line 42 Unexpected indentation at line 44 Unexpected indentation at line 50 Unexpected indentation at line 53 Unexpected indentation at line 57 Unexpected indentation at line 62 Unexpected indentation at line 64 Unexpected indentation at line 70 Unexpected indentation at line 75 Unexpected indentation at line 76 Unexpected indentation at line 78 Unexpected indentation at line 80 Unexpected indentation at line 82 Unexpected indentation at line 87 Unexpected indentation at line 92 Unexpected indentation at line 97 Unexpected indentation at line 99 Potential division by zero - add validation Potential division by zero - add validation
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advanced
|
database
|
code_review
|
Pythoncode:Python
| 16
| 0
| 2,234
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport numpy as np\n\ndef normalize(x):\n\treturn x / np.linalg.norm(x)\n\ndef norm_sq(v):\n\treturn np.dot(v,v)\n\ndef norm(v):\n\treturn np.linalg.norm(v)\n\ndef get_sub_keys(v):\n\tif type(v) is not tuple and type(v) is not list:\n\t\treturn []\n\treturn [k for k in v if type(k) is str]\n\ndef to_vec3(v):\n\tif isinstance(v, (float, int)):\n\t\treturn np.array([v, v, v], dtype=np.float32)\n\telif len(get_sub_keys(v)) > 0:\n\t\treturn v\n\telse:\n\t\treturn np.array([v[0], v[1], v[2]], dtype=np.float32)\n\ndef to_str(x):\n\tif type(x) is bool:\n\t\treturn \"1\" if x else \"0\"\n\telif isinstance(x, (list, tuple)):\n\t\treturn vec3_str(x)\n\telse:\n\t\treturn str(x)\n\ndef float_str(x):\n\tif type(x) is str:\n\t\treturn '_' + x\n\telse:\n\t\treturn str(x)\n\ndef vec3_str(v):\n\tif type(v) is str:\n\t\treturn '_' + v\n\telif isinstance(v, (float, int)):\n\t\treturn 'vec3(' + str(v) + ')'\n\telse:\n\t\treturn 'vec3(' + float_str(v[0]) + ',' + float_str(v[1]) + ',' + float_str(v[2]) + ')'\n\ndef vec3_eq(v, val):\n\tif type(v) is str:\n\t\treturn False\n\tfor i in range(3):\n\t\tif v[i] != val[i]:\n\t\t\treturn False\n\treturn True\n\ndef smin(a, b, k):\n\th = min(max(0.5 + 0.5*(b - a)/k, 0.0), 1.0)\n\treturn b*(1 - h) + a*h - k*h*(1.0 - h)\n\ndef get_global(k):\n\tif type(k) is str:\n\t\treturn _mandelbruh_GLOBAL_VARS[k]\n\telif type(k) is tuple or type(k) is list:\n\t\treturn np.array([get_global(i) for i in k], dtype=np.float32)\n\telse:\n\t\treturn k\n\ndef set_global_float(k):\n\tif type(k) is str:\n\t\t_mandelbruh_GLOBAL_VARS[k] = 0.0\n\treturn k\n\ndef set_global_vec3(k):\n\tif type(k) is str:\n\t\t_mandelbruh_GLOBAL_VARS[k] = to_vec3((0,0,0))\n\t\treturn k\n\telif isinstance(k, (float, int)):\n\t\treturn to_vec3(k)\n\telse:\n\t\tsk = get_sub_keys(k)\n\t\tfor i in sk:\n\t\t\t_mandelbruh_GLOBAL_VARS[i] = 0.0\n\t\treturn to_vec3(k)\n\ndef cond_offset(p):\n\tif type(p) is str or np.count_nonzero(p) > 0:\n\t\treturn ' - vec4(' + vec3_str(p) + ', 0)'\n\treturn ''\n\ndef cond_subtract(p):\n\tif type(p) is str or p > 0:\n\t\treturn ' - ' + float_str(p)\n\treturn ''\n\ndef make_color(geo):\n\tif type(geo.color) is tuple or type(geo.color) is np.ndarray:\n\t\treturn 'vec4(' + vec3_str(geo.color) + ', ' + geo.glsl() + ')'\n\telif geo.color == 'orbit' or geo.color == 'o':\n\t\treturn 'vec4(orbit, ' + geo.glsl() + ')'\n\telse:\n\t\traise Exception(\"Invalid coloring type\")\n\n_mandelbruh_GLOBAL_VARS = {}"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 15\n Unexpected indentation at line 20\n Unexpected indentation at line 22\n Unexpected indentation at line 28\n Unexpected indentation at line 30\n Unexpected indentation at line 36\n Unexpected indentation at line 42\n Unexpected indentation at line 44\n Unexpected indentation at line 50\n Unexpected indentation at line 53\n Unexpected indentation at line 57\n Unexpected indentation at line 62\n Unexpected indentation at line 64\n Unexpected indentation at line 70\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n Unexpected indentation at line 78\n Unexpected indentation at line 80\n Unexpected indentation at line 82\n Unexpected indentation at line 87\n Unexpected indentation at line 92\n Unexpected indentation at line 97\n Unexpected indentation at line 99\n Potential division by zero - add validation\n Potential division by zero - add validation"}]
| false
| null | null | null |
bcefbd3c4fdc15d991e7f75b480521ed8994a120
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: def face_points(image): points = [] txt = image + '.txt' if os.path.isfile(txt): with open(txt) as file: for line in file: points = line elif os.path.isfile(image): points = landmarks_by_face__(image) with open(txt, 'w') as file: file.write(str(points)) faces = json.loads(points)['faces'] if len(faces) == 0: err = 404 else: err = 0 matrix_list = np.matrix(matrix_marks(faces[0]['landmark'])) point_list = [] for p in matrix_list.tolist(): point_list.append((int(p[0]), int(p[1]))) return matrix_list, point_list, err def landmarks_by_face__(image): url = 'https://api-cn.faceplusplus.com/facepp/v3/detect' params = { 'api_key': 'ZBbrYf41rX5AJ2mVDEcdIERF7HOlpG6t', 'api_secret': 'G5qlzXk7Wd9iE6MlORYPRulJ2lihdt9U', 'return_landmark': 1, } file = {'image_file': open(image, 'rb')} r = requests.post(url=url, files=file, data=params) if r.status_code == requests.codes.ok: return r.content.decode('utf-8') else: return r.content def matrix_rectangle(left, top, width, height): pointer = [ (left, top), (left + width / 2, top), (left + width - 1, top), (left + width - 1, top + height / 2), (left, top + height / 2), (left, top + height - 1), (left + width / 2, top + height - 1), (left + width - 1, top + height - 1) ] return pointer ... [1 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 63: ... [1 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 9 Unexpected indentation at line 11 Unexpected indentation at line 18 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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intermediate
|
api
|
debugging
|
Pythoncode:Python
| 3
| 0
| 1,571
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\ndef face_points(image):\n points = []\n txt = image + '.txt'\n\n if os.path.isfile(txt):\n with open(txt) as file:\n for line in file:\n points = line\n elif os.path.isfile(image):\n points = landmarks_by_face__(image)\n with open(txt, 'w') as file:\n file.write(str(points))\n\n faces = json.loads(points)['faces']\n\n if len(faces) == 0:\n err = 404\n else:\n err = 0\n\n matrix_list = np.matrix(matrix_marks(faces[0]['landmark']))\n\n point_list = []\n for p in matrix_list.tolist():\n point_list.append((int(p[0]), int(p[1])))\n\n return matrix_list, point_list, err\n\n\ndef landmarks_by_face__(image):\n url = 'https://api-cn.faceplusplus.com/facepp/v3/detect'\n params = {\n 'api_key': 'ZBbrYf41rX5AJ2mVDEcdIERF7HOlpG6t',\n 'api_secret': 'G5qlzXk7Wd9iE6MlORYPRulJ2lihdt9U',\n 'return_landmark': 1,\n }\n file = {'image_file': open(image, 'rb')}\n\n r = requests.post(url=url, files=file, data=params)\n\n if r.status_code == requests.codes.ok:\n return r.content.decode('utf-8')\n else:\n return r.content\n\n\ndef matrix_rectangle(left, top, width, height):\n pointer = [\n (left, top),\n (left + width / 2, top),\n (left + width - 1, top),\n (left + width - 1, top + height / 2),\n (left, top + height / 2),\n (left, top + height - 1),\n (left + width / 2, top + height - 1),\n (left + width - 1, top + height - 1)\n ]\n\n return pointer\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 63: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 3\n Unexpected indentation at line 9\n Unexpected indentation at line 11\n Unexpected indentation at line 18\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
bcf0d2ce383dabf5df66eb0e8657dcde75189cda
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import requests import time from bs4 import BeautifulSoup import re def decdeg2dms(dd): negative = dd < 0 dd = abs(dd) minutes,seconds = divmod(dd*3600,60) degrees,minutes = divmod(minutes,60) if negative: if degrees > 0: degrees = -degrees elif minutes > 0: minutes = -minutes else: seconds = -seconds return (degrees,minutes,seconds) def get_mag_var(lat, lon, year, month, day, elev=0): """Returns the magnetic variation at a particulat point on earth. Keyword Arguments lat -- latitude (e.g. -180.6 deg) lon -- longitude (e.g. -34.6 deg) elev -- elevation in km (default 0.0) year -- year (e.g. 2015) month -- month (e.g. 11) day -- day (e.g. 30) Returns float -- magnetic variation """ (latd, latm, lats) = decdeg2dms(lat) (lond, lonm, lons) = decdeg2dms(lon) payload = {'latd': latd,'latm':latm,'lats':lats,'lond':lond,'lonm':lonm, 'lons':lons,'elev':elev,'year':year,'month':month,'day':day,'Ein':'D'} url = 'http://www.ga.gov.au/oracle/cgi/geoAGRF.sh' # Sleep to avoid spamming server time.sleep(1) r = requests.get(url, params=payload) if r.status_code == 200: c = r.content soup = BeautifulSoup(c,'html.parser') deg_text = soup.find_all('b')[-1].text.strip() # strip out the junk so we have a number # Strip spaces before the search deg_text = deg_text.replace(" ","") deg = re.search(r'D=(.*?)deg', deg_text).group(1) deg = float(deg) return deg else: return 'something went wrong'
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Code Review: ❌ Critical issues: Unterminated string literal at line 21 ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 16 Unexpected indentation at line 18 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 42 Unexpected indentation at line 45 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 ✨ Improvements: Add closing quote at line 21 Add docstring to function 'decdeg2dms'
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intermediate
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api
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code_review
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Pythoncode:Python
| 2
| 0
| 1,646
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport requests\nimport time\nfrom bs4 import BeautifulSoup\nimport re\n\ndef decdeg2dms(dd):\n negative = dd < 0\n dd = abs(dd)\n minutes,seconds = divmod(dd*3600,60)\n degrees,minutes = divmod(minutes,60)\n if negative:\n if degrees > 0:\n degrees = -degrees\n elif minutes > 0:\n minutes = -minutes\n else:\n seconds = -seconds\n return (degrees,minutes,seconds)\n\ndef get_mag_var(lat, lon, year, month, day, elev=0):\n \"\"\"Returns the magnetic variation at a particulat point on earth.\n\n Keyword Arguments\n lat -- latitude (e.g. -180.6 deg)\n lon -- longitude (e.g. -34.6 deg)\n elev -- elevation in km (default 0.0)\n year -- year (e.g. 2015)\n month -- month (e.g. 11)\n day -- day (e.g. 30)\n\n Returns\n float -- magnetic variation\n \"\"\"\n (latd, latm, lats) = decdeg2dms(lat)\n (lond, lonm, lons) = decdeg2dms(lon)\n\n payload = {'latd': latd,'latm':latm,'lats':lats,'lond':lond,'lonm':lonm,\n 'lons':lons,'elev':elev,'year':year,'month':month,'day':day,'Ein':'D'}\n url = 'http://www.ga.gov.au/oracle/cgi/geoAGRF.sh'\n\n # Sleep to avoid spamming server\n time.sleep(1)\n\n r = requests.get(url, params=payload)\n if r.status_code == 200:\n c = r.content\n soup = BeautifulSoup(c,'html.parser')\n deg_text = soup.find_all('b')[-1].text.strip()\n # strip out the junk so we have a number\n # Strip spaces before the search\n deg_text = deg_text.replace(\" \",\"\")\n deg = re.search(r'D=(.*?)deg', deg_text).group(1)\n deg = float(deg)\n return deg\n else:\n return 'something went wrong'"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 21\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 16\n Unexpected indentation at line 18\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 42\n Unexpected indentation at line 45\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n\n\u2728 Improvements:\n Add closing quote at line 21\n Add docstring to function 'decdeg2dms'"}]
| false
| null | null | null |
bcf263d3ef948ac8eb8afa3a601107434d608075
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: class Binding(_messages.Message): r"""Associates `members` with a `role`. Fields: condition: The condition that is associated with this binding. NOTE: An unsatisfied condition will not allow user access via current binding. Different bindings, including their conditions, are examined independently. members: Specifies the identities requesting access for a Cloud Platform resource. `members` can have the following values: * `allUsers`: A special identifier that represents anyone who is on the internet; with or without a Google account. * `allAuthenticatedUsers`: A special identifier that represents anyone who is authenticated with a Google account or a service account. * `user:{emailid}`: An email address that represents a specific Google account. For example, `alice@example.com` . * `serviceAccount:{emailid}`: An email address that represents a service account. For example, `my-other- app@appspot.gserviceaccount.com`. * `group:{emailid}`: An email address that represents a Google group. For example, `admins@example.com`. * `deleted:user:{emailid}?uid={uniqueid}`: An email address (plus unique # Complete this line example, `alice@example.com?uid=123456789012345678901`. If the user is recovered, this value reverts to `user:{emailid}` and the recovered user retains the role in the binding. * `deleted:serviceAccount:{emailid}?uid={uniqueid}`: An email address (plus unique identifier) representing a service account that has been recently deleted. For example, `my-other- app@appspot.gserviceaccount.com?uid=123456789012345678901`. If the service account is undeleted, this value reverts to `serviceAccount:{emailid}` and the undeleted service account retains the role in the binding. * `deleted:group:{emailid}?uid={uniqueid}`: An email address (plus unique identifier) representing a Google group that has been recently deleted. For example, `admins@example.com?uid=123456789012345678901`. If the group is recovered, this value reverts to `group:{emailid}` and the recovered group retains the role in the binding. * `domain:{domain}`: The G Suite domain (primary) that represents all the users of that domain. For example, `google.com` or `example.com`. role: Role that is assigned to `members`. For example, `roles/viewer`, `roles/editor`, or `roles/owner`. """ condition = _messages.MessageField('Expr', 1) members = _messages.StringField(2, repeated=True) role = _messages.StringField(3) ... [101 more classdefs truncated] ...
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The missing line is: identifier) representing a user that has been recently deleted. For
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advanced
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api
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fill_in_the_blank
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Pythoncode:Python
| 0
| 1
| 2,782
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass Binding(_messages.Message):\n r\"\"\"Associates `members` with a `role`.\n\n Fields:\n condition: The condition that is associated with this binding. NOTE: An\n unsatisfied condition will not allow user access via current binding.\n Different bindings, including their conditions, are examined\n independently.\n members: Specifies the identities requesting access for a Cloud Platform\n resource. `members` can have the following values: * `allUsers`: A\n special identifier that represents anyone who is on the internet;\n with or without a Google account. * `allAuthenticatedUsers`: A special\n identifier that represents anyone who is authenticated with a Google\n account or a service account. * `user:{emailid}`: An email address that\n represents a specific Google account. For example,\n `alice@example.com` . * `serviceAccount:{emailid}`: An email address\n that represents a service account. For example, `my-other-\n app@appspot.gserviceaccount.com`. * `group:{emailid}`: An email address\n that represents a Google group. For example, `admins@example.com`. *\n `deleted:user:{emailid}?uid={uniqueid}`: An email address (plus unique\n # Complete this line\n example, `alice@example.com?uid=123456789012345678901`. If the user is\n recovered, this value reverts to `user:{emailid}` and the recovered user\n retains the role in the binding. *\n `deleted:serviceAccount:{emailid}?uid={uniqueid}`: An email address\n (plus unique identifier) representing a service account that has been\n recently deleted. For example, `my-other-\n app@appspot.gserviceaccount.com?uid=123456789012345678901`. If the\n service account is undeleted, this value reverts to\n `serviceAccount:{emailid}` and the undeleted service account retains the\n role in the binding. * `deleted:group:{emailid}?uid={uniqueid}`: An\n email address (plus unique identifier) representing a Google group\n that has been recently deleted. For example,\n `admins@example.com?uid=123456789012345678901`. If the group is\n recovered, this value reverts to `group:{emailid}` and the recovered\n group retains the role in the binding. * `domain:{domain}`: The G\n Suite domain (primary) that represents all the users of that domain.\n For example, `google.com` or `example.com`.\n role: Role that is assigned to `members`. For example, `roles/viewer`,\n `roles/editor`, or `roles/owner`.\n \"\"\"\n\n condition = _messages.MessageField('Expr', 1)\n members = _messages.StringField(2, repeated=True)\n role = _messages.StringField(3)\n\n\n\n ... [101 more classdefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n identifier) representing a user that has been recently deleted. For"}]
| false
| null | null | null |
bcf313d0b0b9c2b0b509d979b3d7f59db6845dd5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Generated by Django 2.1.7 on 2019-04-22 21:08 from django.db import migrations class Migration(migrations.Migration): dependencies = [ ('materials', '0071_auto_20190416_1557'), ] operations = [ migrations.RemoveField( model_name='atomicpositions', name='idinfo_ptr', ), migrations.RemoveField( model_name='atomicpositions',
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '[' at line 12 - expected ']' • Unclosed '(' at line 17 - expected ')' • Block at line 6 has no indented body Fix: Complete the truncated code structure
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advanced
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machine_learning
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error_detection
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Pythoncode:Python
| 0
| 1
| 414
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Generated by Django 2.1.7 on 2019-04-22 21:08\n\nfrom django.db import migrations\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('materials', '0071_auto_20190416_1557'),\n ]\n\n operations = [\n migrations.RemoveField(\n model_name='atomicpositions',\n name='idinfo_ptr',\n ),\n migrations.RemoveField(\n model_name='atomicpositions',"}, {"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 Unclosed '(' at line 17 - expected ')'\n \u2022 Block at line 6 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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bcf316f9ca83440854d986b21a72745912b71d9f
|
TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: # -*- coding:utf-8 -*- # ------------------------ # written by Songjian Chen # 2018-10 # ------------------------ import os import skimage.io from skimage.color import rgb2gray import skimage.transform from scipy.io import loadmat import numpy as np import cv2 import math import warnings import random import torch import matplotlib.pyplot as plt def gaussian_kernel(image, points): image_density = np.zeros(image.shape) h, w = image_density.shape if len(points) == 0: return image_density for j in range(len(points)): f_sz = 15 sigma = 4.0 # convert x, y to int x = min(w, max(0, int(points[j, 0]))) y = min(h, max(0, int(points[j, 1]))) ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: gap = f_sz // 2 x1 = x - gap if x - gap > 0 else 0 x2 = x + gap if x + gap < w else w - 1 y1 = y - gap if y - gap > 0 else 0
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intermediate
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database
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incomplete_code
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Pythoncode:Python
| 1
| 0
| 706
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding:utf-8 -*-\n# ------------------------\n# written by Songjian Chen\n# 2018-10\n# ------------------------\n\nimport os\nimport skimage.io\nfrom skimage.color import rgb2gray\nimport skimage.transform\nfrom scipy.io import loadmat\nimport numpy as np\nimport cv2\nimport math\nimport warnings\nimport random\nimport torch\nimport matplotlib.pyplot as plt\ndef gaussian_kernel(image, points):\n image_density = np.zeros(image.shape)\n h, w = image_density.shape\n\n if len(points) == 0:\n return image_density\n\n for j in range(len(points)):\n f_sz = 15\n sigma = 4.0\n # convert x, y to int\n x = min(w, max(0, int(points[j, 0])))\n y = min(h, max(0, int(points[j, 1])))\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 gap = f_sz // 2\n\n x1 = x - gap if x - gap > 0 else 0\n x2 = x + gap if x + gap < w else w - 1\n y1 = y - gap if y - gap > 0 else 0"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bcf492dcec78d6b358e2430eb0bbca995c069560
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Generated by Django 3.1.7 on 2021-03-05 10:21 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('recruiter', '0003_auto_20210304_2132'), ] operations = [ migrations.RemoveField( model_name='recruiter', name='middle_Name', ), migrations.AlterField( model_name='recruiter', name='first_Name', field=models.CharField(max_length=200, null=True), ), migrations.AlterField( model_name='recruiter', name='last_Name', field=models.CharField(max_length=200, null=True), ), ]
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Code analysis results: 🔴 Errors found: Block at line 6 has no indented body ⚠️ Warnings: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 13 Unexpected indentation at line 14 💡 Suggestions: Add docstring to class 'Migration'
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advanced
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ui
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debugging
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Pythoncode:Python
| 0
| 1
| 689
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Generated by Django 3.1.7 on 2021-03-05 10:21\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('recruiter', '0003_auto_20210304_2132'),\n ]\n\n operations = [\n migrations.RemoveField(\n model_name='recruiter',\n name='middle_Name',\n ),\n migrations.AlterField(\n model_name='recruiter',\n name='first_Name',\n field=models.CharField(max_length=200, null=True),\n ),\n migrations.AlterField(\n model_name='recruiter',\n name='last_Name',\n field=models.CharField(max_length=200, null=True),\n ),\n ]"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 6 has no indented body\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Add docstring to class 'Migration'"}]
| false
| null | null | null |
bcf5a205651a80f9d34336bef6e346a1933e40ae
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: def unwrap(res: Union[T, Exception]) -> T: if isinstance(res, Exception): raise res else: return res # TODO move to common? def dataset_readonly(db: Path): import dataset # type: ignore # see https://github.com/pudo/dataset/issues/136#issuecomment-128693122 import sqlite3 creator = lambda: sqlite3.connect(f'file:{db}?immutable=1', uri=True) return dataset.connect('sqlite:///' , engine_kwargs={'creator': creator}) def index(database: PathIsh, *, http_only: bool=None) -> Results: """ # Complete this line the path of the sqlite generated by the _telegram_backup_ java program :param http_only: when true, do not collect IP-addresses and `python.py` strings """ logger = get_logger() path = Path(database) assert path.is_file(), path # TODO could check is_file inside `dataset_readonly()` ... [2 more functiondefs truncated] ...
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The missing line is: :param database:
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intermediate
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testing
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fill_in_the_blank
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Pythoncode:Python
| 3
| 0
| 928
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\ndef unwrap(res: Union[T, Exception]) -> T:\n if isinstance(res, Exception):\n raise res\n else:\n return res\n\n\n# TODO move to common?\ndef dataset_readonly(db: Path):\n import dataset # type: ignore\n # see https://github.com/pudo/dataset/issues/136#issuecomment-128693122\n import sqlite3\n creator = lambda: sqlite3.connect(f'file:{db}?immutable=1', uri=True)\n return dataset.connect('sqlite:///' , engine_kwargs={'creator': creator})\n\n\ndef index(database: PathIsh, *, http_only: bool=None) -> Results:\n \"\"\"\n # Complete this line\n the path of the sqlite generated by the _telegram_backup_ java program\n :param http_only:\n when true, do not collect IP-addresses and `python.py` strings\n \"\"\"\n logger = get_logger()\n\n path = Path(database)\n assert path.is_file(), path # TODO could check is_file inside `dataset_readonly()`\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n :param database:"}]
| false
| null | null | null |
bcf633a886ab43d9c3c7c35185345d3f776c81e3
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: class IStrFindResult(object): OK = 0 NOTFOUND = 1 SYNTAX = 2 def __init__(self): self.result = IStrFindResult.SYNTAX self.lhs = 0 self.rhs = 0 self.name = None class IStr(list): ''' This closely models a basic ASCII string Note: Unicode strings are expressly not supported here. The problem this addresses occurs during macro processing. Sometimes macros are defined externally Other times, macros are fully defined with a package. Often macros need to be resolved either partially or fully When a macro is only external - they get in the way of resolving other macros To work around that, we convert the string into an array of integers Then for every macro byte that is 'external' we add 0x100 This makes the byte 'non-matchable' Later, when we convert the resolved string into we strip the 0x100. ''' IGNORE = 0x100 def __init__(self, s): ''' Constructor ''' # convert to integers list.__init__(self, map(ord, s)) def __str__(self): # return as string, stripping flags return ''.join(map(lambda v: chr(v & 0xff), self)) def sslice(self, lhs, rhs): # return as string, stripping flags return ''.join(map(lambda v: chr ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def iarray(self): return self[:] def mark(self, lhs, rhs, flagvalue=IGNORE):
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advanced
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machine_learning
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incomplete_code
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Pythoncode:Python
| 8
| 2
| 1,319
| false
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass IStrFindResult(object):\n OK = 0\n NOTFOUND = 1\n SYNTAX = 2\n def __init__(self):\n self.result = IStrFindResult.SYNTAX\n self.lhs = 0\n self.rhs = 0\n self.name = None\n\nclass IStr(list):\n '''\n This closely models a basic ASCII string\n Note: Unicode strings are expressly not supported here.\n\n The problem this addresses occurs during macro processing.\n Sometimes macros are defined externally\n\n Other times, macros are fully defined with a package.\n\n Often macros need to be resolved either partially or fully\n\n When a macro is only external - they get in the way of resolving other macros\n To work around that, we convert the string into an array of integers\n\n Then for every macro byte that is 'external' we add 0x100 \n This makes the byte 'non-matchable'\n\n Later, when we convert the resolved string into we strip the 0x100.\n '''\n\n IGNORE = 0x100\n\n def __init__(self, s):\n '''\n Constructor\n '''\n # convert to integers\n list.__init__(self, map(ord, s))\n\n def __str__(self):\n # return as string, stripping flags\n return ''.join(map(lambda v: chr(v & 0xff), self))\n\n def sslice(self, lhs, rhs):\n # return as string, stripping flags\n return ''.join(map(lambda v: chr\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 def iarray(self):\n return self[:]\n\n def mark(self, lhs, rhs, flagvalue=IGNORE):"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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bcf6d0a350e5ace0a39c3f35ff8dbbc6f050f1f4
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: #!/usr/bin/env python3 def add_records(): """Click Command Group Definition""" # pylint: disable=unnecessary-pass # Dear Pylint: This is how Click likes to do things. Get over it bruh. pass @add_records.command("host", help="Add a Host Record") @click.option("-c", "--config-file", "config_file", help="Path to YAML Config File") @click.option("-4", "--ipv4-address", "ipv4", default=None, help="IPv4 Address") @click.option("-6", "--ipv6-address", "ipv6", default=None, help="IPv6 Address") @click.option("-f", "--fqdn", "fqdn", required=True, help="FQDN") ... [2 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 15: ... [2 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 6 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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intermediate
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ui
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debugging
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Pythoncode:Python
| 1
| 0
| 623
| false
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python3\ndef add_records():\n \"\"\"Click Command Group Definition\"\"\"\n # pylint: disable=unnecessary-pass\n # Dear Pylint: This is how Click likes to do things. Get over it bruh.\n pass\n\n\n@add_records.command(\"host\", help=\"Add a Host Record\")\n@click.option(\"-c\", \"--config-file\", \"config_file\", help=\"Path to YAML Config File\")\n@click.option(\"-4\", \"--ipv4-address\", \"ipv4\", default=None, help=\"IPv4 Address\")\n@click.option(\"-6\", \"--ipv6-address\", \"ipv6\", default=None, help=\"IPv6 Address\")\n@click.option(\"-f\", \"--fqdn\", \"fqdn\", required=True, help=\"FQDN\")\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 15: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
bcf76125149120b7d959b455bacb0c98cf4095f0
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # coding: utf-8 from bigone import BigOneDog
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
beginner
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general
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error_detection
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Pythoncode:Python
| 0
| 0
| 45
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding: utf-8\n\nfrom bigone import BigOneDog"}, {"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
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syntax
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HARD_CUT
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CRITICAL
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bcf7f47be4d0d789e4869009ef9f2f68c5ab3b33
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import os import yaml import logging import importlib os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2' logging.getLogger('tensorflow').disabled = True from cifar_training_tools import cifar_training, cifar_error_test def print_dict(d, tabs=0): tab = '\t' for key in d: if type(d[key]) == dict: print(f"{tab*tabs}{key}:") print_dict(d[key], tabs+1) else: print(f"{tab*tabs}{key}: {d[key]}") print('\n' + '#' * 19) print("TESTING FOR ERRORS!") print('#' * 19) stream = open('experiments.yaml', 'r') for exp in yaml.safe_load_all(stream): if 'skip_error_test' in exp and exp['skip_error_test']: continue model = getattr(importlib.import_module(exp['module']), exp['model']) cifar_error_test(model(**exp['model_parameters'])) print("OK!") print('\n' + '#' * 22) print("MODEL TRAINING BEGINS!") print('#' * 22) stream = open('experiments.yaml', 'r') for exp in yaml.safe_load_all(stream): print(); print_dict(exp); print(); model = getattr(importlib.import_module(exp['module']), exp['model']) cifar_training(model(**exp['model_parameters']), **exp['train_parameters'])
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 1,191
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\nimport yaml\nimport logging\nimport importlib\nos.environ['TF_CPP_MIN_LOG_LEVEL'] = '2' \nlogging.getLogger('tensorflow').disabled = True\nfrom cifar_training_tools import cifar_training, cifar_error_test\n\n\ndef print_dict(d, tabs=0):\n tab = '\\t'\n for key in d:\n if type(d[key]) == dict:\n print(f\"{tab*tabs}{key}:\")\n print_dict(d[key], tabs+1)\n else:\n print(f\"{tab*tabs}{key}: {d[key]}\")\n\n \nprint('\\n' + '#' * 19)\nprint(\"TESTING FOR ERRORS!\")\nprint('#' * 19)\n\nstream = open('experiments.yaml', 'r')\nfor exp in yaml.safe_load_all(stream):\n if 'skip_error_test' in exp and exp['skip_error_test']:\n continue\n \n model = getattr(importlib.import_module(exp['module']), exp['model'])\n cifar_error_test(model(**exp['model_parameters']))\n print(\"OK!\")\n \n\nprint('\\n' + '#' * 22)\nprint(\"MODEL TRAINING BEGINS!\")\nprint('#' * 22)\n\nstream = open('experiments.yaml', 'r')\nfor exp in yaml.safe_load_all(stream):\n print(); print_dict(exp); print();\n \n model = getattr(importlib.import_module(exp['module']), exp['model'])\n cifar_training(model(**exp['model_parameters']), **exp['train_parameters'])"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
bcf86b7e6462408e17d610983a6cb23985d20fe4
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/python import sys import yaml import json
|
if __name__ == '__main__': content = json.load(sys.stdin) print yaml.dump(content, indent=2, default_flow_style=False)
|
beginner
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 179
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/python\n\nimport sys\nimport yaml\nimport json"}, {"role": "assistant", "content": "\nif __name__ == '__main__':\n content = json.load(sys.stdin)\n print yaml.dump(content, indent=2, default_flow_style=False)"}]
| false
| null | null | null |
bcf8d925c5a3910be4a945e6cce5d1278db5fcb4
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- import os,sys from PyQt4 import QtGui,QtCore dataRoot = os.path.abspath(os.path.join(os.path.dirname(__file__),os.pardir,os.pardir,'histdata')) sys.path.append(dataRoot) import dataCenter as dataCenter from data.mongodb.DataSourceMongodb import Mongodb import datetime as dt def getSymbols(): #mid 1)从excel赋值粘贴获得如下数据 codesStr = """ XAGUSD """ #mid 2)将字符串使用split()分割为list，默认会去除\n和所有空格。 #codeList = ['000021.SZ','000022.SZ'] codeList = [code.split('.')[0] for code in codesStr.split()] return codeList def subMain(): DC = dataCenter.dataCenter() remoteDataSourceType = 'mt5' localStorageType = 'mongodb' periodType = 'D' timeStart = dt.datetime(2000,10,20) timeEnd = dt.datetime.now() # 1)get codes form eastmoney codeList = getSymbols() # 2)download history data dataDict = DC.downloadHistData(providerType=remoteDataSourceType,storageType=localStorageType,periodType=periodType, codeList=codeList,timeFrom = timeStart,timeTo = timeEnd) if __name__ == '__main__': #app = QtGui.QApplication(sys.argv) #mid----------------------------------------------------------------------------------------------------------------------------- subMain() #mid----------------------------------------------------------------------------------------------------------------------------- #sys.exit(app.exec_())
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 12 Unmatched closing bracket ')' at line 11 Unmatched closing bracket ')' at line 15 Unmatched closing bracket ')' at line 28 Unmatched closing bracket ')' at line 30 ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 💡 Suggestions: Add closing quote at line 12 Add docstring to function 'subMain' Line 36 too long (133 chars) - break into multiple lines
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,542
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nimport os,sys\nfrom PyQt4 import QtGui,QtCore\n\ndataRoot = os.path.abspath(os.path.join(os.path.dirname(__file__),os.pardir,os.pardir,'histdata')) \nsys.path.append(dataRoot) \nimport dataCenter as dataCenter \nfrom data.mongodb.DataSourceMongodb import Mongodb\nimport datetime as dt\ndef getSymbols():\n #mid 1)\u4eceexcel\u8d4b\u503c\u7c98\u8d34\u83b7\u5f97\u5982\u4e0b\u6570\u636e\n codesStr = \"\"\"\n XAGUSD \n \"\"\"\n #mid 2)\u5c06\u5b57\u7b26\u4e32\u4f7f\u7528split()\u5206\u5272\u4e3alist\uff0c\u9ed8\u8ba4\u4f1a\u53bb\u9664\\n\u548c\u6240\u6709\u7a7a\u683c\u3002\n #codeList = ['000021.SZ','000022.SZ']\n codeList = [code.split('.')[0] for code in codesStr.split()] \n return codeList\ndef subMain():\n DC = dataCenter.dataCenter()\n remoteDataSourceType = 'mt5'\n localStorageType = 'mongodb' \n periodType = 'D'\n \n timeStart = dt.datetime(2000,10,20)\n timeEnd = dt.datetime.now() \n \n # 1)get codes form eastmoney\n codeList = getSymbols()\n # 2)download history data\n dataDict = DC.downloadHistData(providerType=remoteDataSourceType,storageType=localStorageType,periodType=periodType,\n codeList=codeList,timeFrom = timeStart,timeTo = timeEnd)\n \nif __name__ == '__main__':\n #app = QtGui.QApplication(sys.argv)\n #mid-----------------------------------------------------------------------------------------------------------------------------\n\n subMain()\n \n #mid-----------------------------------------------------------------------------------------------------------------------------\n #sys.exit(app.exec_())"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 12\n Unmatched closing bracket ')' at line 11\n Unmatched closing bracket ')' at line 15\n Unmatched closing bracket ')' at line 28\n Unmatched closing bracket ')' at line 30\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 12\n Add docstring to function 'subMain'\n Line 36 too long (133 chars) - break into multiple lines"}]
| false
| null | null | null |
bcf9bd066aefdc4f6abca126693e2677662eb927
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from joblib import Parallel, delayed from tqdm import tqdm from .processing import map, filter, split, expand, combine, join from .manipulation import windowed, flatten class BaseTransformer: ''' The BaseTransformer defines a generic data transformation pattern that can be implemented with a number of data processing concepts. ''' def transform(self, data, *args, **kwargs): raise NotImplementedError() class Mapper(BaseTransformer): def __init__(self, func, ret_type=None, expand_args=True, n_jobs=1, verbose=0, **kwargs): ''' dp.Mapper is the respective transformer for dp.map. Parameters ----------- :param func: the mapping function :param ret_type: if provided the used return type, otherwise ret_type(data) :param expand_args: true if args should be expanded, false otherwise :param n_jobs: amount of used threads/processes :param verbose: verbosity level for tqdm / joblib :param kwargs: additional arguments for joblib.Parallel, e.g. backend='loky' ''' self.func = func self.ret_type = ret_type self.expand_args = expand_args self.n_jobs = n_jobs self.verbose = verbose self.kwargs = kwargs def transform(self, data, *args, **kwargs): return map(self.func, data, self.ret_type, expand_args=self.expand_args, n_jobs=self.n_jobs, verbose=self.verbose, **self.kwargs) class Filter(BaseTransformer): def __init__(self, pred, ret_type=None, expand_args=True, n_jobs=1, verbose=0, **kwargs): ''' dp.Filter is the respective transformer for dp.filter. Parameters ----------- :pa ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: :param ret_type: if provided the used return type, otherwise ret_type(data) :param expand_args: true if args should be expanded, false otherwise :param n_jobs: amount of used threads/processes :param verbose: verbosity level for tqdm / joblib :param kwargs: additional arguments for joblib.Parallel, e.g. backend='loky'
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 5
| 4
| 1,736
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom joblib import Parallel, delayed\nfrom tqdm import tqdm\n\nfrom .processing import map, filter, split, expand, combine, join\nfrom .manipulation import windowed, flatten\n\n\nclass BaseTransformer:\n '''\n The BaseTransformer defines a generic data transformation pattern that\n can be implemented with a number of data processing concepts.\n '''\n def transform(self, data, *args, **kwargs):\n raise NotImplementedError()\n\n\nclass Mapper(BaseTransformer):\n\n def __init__(self, func, ret_type=None, expand_args=True, n_jobs=1, verbose=0, **kwargs):\n '''\n dp.Mapper is the respective transformer for dp.map.\n\n Parameters\n -----------\n :param func: the mapping function\n :param ret_type: if provided the used return type, otherwise ret_type(data)\n :param expand_args: true if args should be expanded, false otherwise\n :param n_jobs: amount of used threads/processes\n :param verbose: verbosity level for tqdm / joblib\n :param kwargs: additional arguments for joblib.Parallel, e.g. backend='loky'\n '''\n self.func = func\n self.ret_type = ret_type\n self.expand_args = expand_args\n self.n_jobs = n_jobs\n self.verbose = verbose\n self.kwargs = kwargs\n\n def transform(self, data, *args, **kwargs):\n return map(self.func, data, self.ret_type, expand_args=self.expand_args, n_jobs=self.n_jobs,\n verbose=self.verbose, **self.kwargs)\n\n\nclass Filter(BaseTransformer):\n\n def __init__(self, pred, ret_type=None, expand_args=True, n_jobs=1, verbose=0, **kwargs):\n '''\n dp.Filter is the respective transformer for dp.filter.\n\n Parameters\n -----------\n :pa\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 :param ret_type: if provided the used return type, otherwise ret_type(data)\n :param expand_args: true if args should be expanded, false otherwise\n :param n_jobs: amount of used threads/processes\n :param verbose: verbosity level for tqdm / joblib\n :param kwargs: additional arguments for joblib.Parallel, e.g. backend='loky'"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bcf9e42ce187d88ea3d733bded3e343188bcd463
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import pymongo import yaml import sched import time import json from castella import TweetCrawler class Castella(object): def __init__(self): # Get connection parameters with open("settings.yml", "r") as stream: try: settings = yaml.safe_load(stream)["settings"] # Database self.server_url = settings["output"]["database"]["url"] self.server_port = settings["output"]["database"]["port"] self.database_name = settings["output"]["database"]["database"] self.collection_name = settings["output"]["database"]["collection"] # Search self.query = settings["search"]["query"] self.search_params = settings["search"]["params"] # Schedule self.interval_type = settings["interval"]["each"] self.interval_amount = settings["interval"]["amount"] self.total_executions = 0 except yaml.YAMLError as exc: print("ERROR: No settings.yml found or it could not be read") def execute_search(self): # Mongo connection client = pymongo.MongoClient(self.server_url, self.server_port) db = client[self.database_name] self.tweets = db[self.collection_name] self._create_scheduled_executions() def _save_tweet(self, tweet): print("Saving: ", tweet._json["id_str"]) try: bson = tweet._json bson["query_str"] = self.query self.tweets.insert_one(bson) except: print("Error occurred when trying to save") ... [4 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
database
|
refactoring
|
Pythoncode:Python
| 3
| 1
| 1,724
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport pymongo\nimport yaml\nimport sched\nimport time\nimport json\nfrom castella import TweetCrawler\n\n\nclass Castella(object):\n def __init__(self):\n # Get connection parameters\n with open(\"settings.yml\", \"r\") as stream:\n try:\n settings = yaml.safe_load(stream)[\"settings\"]\n\n # Database\n self.server_url = settings[\"output\"][\"database\"][\"url\"]\n self.server_port = settings[\"output\"][\"database\"][\"port\"]\n self.database_name = settings[\"output\"][\"database\"][\"database\"]\n self.collection_name = settings[\"output\"][\"database\"][\"collection\"]\n\n # Search\n self.query = settings[\"search\"][\"query\"]\n self.search_params = settings[\"search\"][\"params\"]\n\n # Schedule\n self.interval_type = settings[\"interval\"][\"each\"]\n self.interval_amount = settings[\"interval\"][\"amount\"]\n self.total_executions = 0\n except yaml.YAMLError as exc:\n print(\"ERROR: No settings.yml found or it could not be read\")\n\n def execute_search(self):\n # Mongo connection\n client = pymongo.MongoClient(self.server_url, self.server_port)\n db = client[self.database_name]\n self.tweets = db[self.collection_name]\n\n self._create_scheduled_executions()\n\n def _save_tweet(self, tweet):\n print(\"Saving: \", tweet._json[\"id_str\"])\n try:\n bson = tweet._json\n bson[\"query_str\"] = self.query\n self.tweets.insert_one(bson)\n except:\n print(\"Error occurred when trying to save\")\n \n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
bcfa7e8108972dea4c27619df4c1be7b06458b6e
|
TheStack--python--000.parquet
|
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