prompt
large_stringlengths 34
628k
| completion
large_stringlengths 0
24.1k
| difficulty
large_stringclasses 3
values | topic
large_stringclasses 8
values | variant
large_stringclasses 11
values | language
large_stringclasses 1
value | num_functions
int64 0
100
| num_classes
int64 0
72
| code_length
int64 0
629k
| has_imports
bool 2
classes | messages
large_stringlengths 144
630k
| has_error
bool 2
classes | error_category
large_stringclasses 2
values | error_type
large_stringclasses 17
values | severity
large_stringclasses 5
values | original_id
large_stringlengths 40
40
| source_file
large_stringclasses 11
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Suggest refactoring for this Pythoncode:Python code: from adafruit_hid.keyboard import Keyboard from adafruit_hid.keyboard_layout_us import KeyboardLayoutUS from adafruit_hid.keycode import Keycode import usb_hid import time class HumanKeyboard(object): def __init__(self): self.keyboard = Keyboard(usb_hid.devices) self.keyboardLayout = KeyboardLayoutUS(self.keyboard) def keyPress(self, keyCode): """Send a human like keypress. Keyword arguments: keyCode -- the real key to be pressed (example Keycode.SEVEN) """ self.keyboard.press(keyCode) time.sleep(0.1) self.keyboard.release(keyCode)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
ui
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 626
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom adafruit_hid.keyboard import Keyboard\nfrom adafruit_hid.keyboard_layout_us import KeyboardLayoutUS\nfrom adafruit_hid.keycode import Keycode\n\nimport usb_hid\nimport time\n\nclass HumanKeyboard(object):\n def __init__(self):\n self.keyboard = Keyboard(usb_hid.devices)\n self.keyboardLayout = KeyboardLayoutUS(self.keyboard)\n\n\n def keyPress(self, keyCode):\n \"\"\"Send a human like keypress.\n\n Keyword arguments:\n keyCode -- the real key to be pressed (example Keycode.SEVEN) \n \"\"\"\n self.keyboard.press(keyCode)\n time.sleep(0.1)\n self.keyboard.release(keyCode)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6a8bca56c22e3267d252604b1793381dda94c58e
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from src.base.solution import Solution from src.tests.part2.q104_test_max_bi_tree_depth import MaxBiTreeDepthTestCases class MaxBiTreeDepth(Solution): def gen_test_cases(self): return MaxBiTreeDepthTestCases() def run_test(self, input): return self.maxDepth(input) def maxDepth(self, root): """ :type root: TreeNode :rtype: int
|
""" if not root: return 0 return max(self.maxDepth(root.left), self.maxDepth(root.right)) + 1 if __name__ == '__main__': sol = MaxBiTreeDepth() sol.run_tests()
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 579
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom src.base.solution import Solution\nfrom src.tests.part2.q104_test_max_bi_tree_depth import MaxBiTreeDepthTestCases\n\n\nclass MaxBiTreeDepth(Solution):\n def gen_test_cases(self):\n return MaxBiTreeDepthTestCases()\n\n def run_test(self, input):\n return self.maxDepth(input)\n\n def maxDepth(self, root):\n \"\"\"\n :type root: TreeNode\n :rtype: int"}, {"role": "assistant", "content": "\n \"\"\"\n if not root: return 0\n\n return max(self.maxDepth(root.left), self.maxDepth(root.right)) + 1\n\n\n\nif __name__ == '__main__':\n sol = MaxBiTreeDepth()\n sol.run_tests()"}]
| false
| null | null | null |
6a8c272cd22c6193695ebfa5fa34ff4d88d4565d
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from django.contrib import admin from . import models class SupplierAdmin(admin.ModelAdmin): list_display = ('supplier_name', 'contact', ) search_fields = ['supplier_name', 'contact', ] admin.site.register(models.Suppliers, SupplierAdmin) class InventoryUserAdmin(admin.ModelAdmin): list_display = ('employee_name', 'user_type') search_fields = ['employee_name', 'user_type'] list_filter = ("user_type",) admin.site.register(models.InventoryUser, InventoryUserAdmin) class ProductsAdmin(admin.ModelAdmin): list_display = ('name', 'quantity', 'cost_price', 'selling_price',) search_fields = ['name', 'quantity', 'cost_price', 'selling_price',] list_filter = ("branch", "supplier",) admin.site.register(models.Product, ProductsAdmin)
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 20 Unexpected indentation at line 21 ✨ Improvements: Add docstring to class 'SupplierAdmin' Add docstring to class 'InventoryUserAdmin' Add docstring to class 'ProductsAdmin'
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 3
| 771
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom django.contrib import admin\nfrom . import models\n\n\nclass SupplierAdmin(admin.ModelAdmin):\n list_display = ('supplier_name', 'contact', )\n search_fields = ['supplier_name', 'contact', ]\n\nadmin.site.register(models.Suppliers, SupplierAdmin)\n\nclass InventoryUserAdmin(admin.ModelAdmin):\n list_display = ('employee_name', 'user_type')\n search_fields = ['employee_name', 'user_type']\n list_filter = (\"user_type\",)\n\nadmin.site.register(models.InventoryUser, InventoryUserAdmin)\n\nclass ProductsAdmin(admin.ModelAdmin):\n list_display = ('name', 'quantity', 'cost_price', 'selling_price',)\n search_fields = ['name', 'quantity', 'cost_price', 'selling_price',]\n list_filter = (\"branch\", \"supplier\",)\n\nadmin.site.register(models.Product, ProductsAdmin)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n\n\u2728 Improvements:\n Add docstring to class 'SupplierAdmin'\n Add docstring to class 'InventoryUserAdmin'\n Add docstring to class 'ProductsAdmin'"}]
| false
| null | null | null |
6a8c916961dcdf5b4bdd11f085941afc268401f1
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import requests class ByteSession(object): def __init__(self, token, providedSession=False): self._userToken = token if providedSession == False: self._session = requests.session() else: self._session = providedSession self._session.headers = { "Authorization": token, "User-Agent": "byte/0.2 (co.byte.video; build:145; iOS 13.3.0) Alamofire/4.9.1" }
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Fix: Close the string literal with matching quote
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 453
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\nimport requests\n\nclass ByteSession(object):\n def __init__(self, token, providedSession=False):\n self._userToken = token\n if providedSession == False:\n self._session = requests.session()\n else:\n self._session = providedSession\n\n self._session.headers = {\n \"Authorization\": token,\n \"User-Agent\": \"byte/0.2 (co.byte.video; build:145; iOS 13.3.0) Alamofire/4.9.1\"\n }"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
6a8e67d20152ca7acb56c8c6199b1999e7f99406
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- """ Description of example """ import pyqtgraph as pg # Complete this line import numpy as np app = mkQApp() # win.setWindowTitle('pyqtgraph example: ____') if __name__ == '__main__': pg.exec()
|
The missing line is: from pyqtgraph.Qt import QtCore, QtGui, mkQApp
|
intermediate
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 252
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"\nDescription of example\n\"\"\"\n\nimport pyqtgraph as pg\n # Complete this line\nimport numpy as np\n\napp = mkQApp()\n\n# win.setWindowTitle('pyqtgraph example: ____')\n\nif __name__ == '__main__':\n pg.exec()"}, {"role": "assistant", "content": "The missing line is:\nfrom pyqtgraph.Qt import QtCore, QtGui, mkQApp"}]
| false
| null | null | null |
6a8e7fcaf4ca3d67de4aab013987d7db788188b5
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: ''' Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. ''' import socket from unittest import TestCase from mock.mock import patch, MagicMock class TestHDP206StackAdvisor(TestCase): def setUp(self): import imp import os testDirectory = os.path.dirname(os.path.abspath(__file__)) stackAdvisorPath = os.path.join(testDirectory, '../../../../../main/resources/stacks/stack_advisor.py') hdp206StackAdvisorPath = os.path.join(testDirectory, '../../../../../main/resources/stacks/HDP/2.0.6/services/stack_advisor.py') hdp206StackAdvisorClassName = 'HDP206StackAdvisor' with open(stackAdvisorPath, 'rb') as fp: stack_advisor = imp.load_module( 'stack_advisor', fp, stackAdvisorPath, ('.py', 'rb', imp.PY_SOURCE) ) with open(hdp206StackAdvisorPath, 'rb') as fp: self.stack_advisor_impl = imp.load_module('stack_advisor_impl', fp, hdp206StackAdvisorPath, ('.py', 'rb', imp.PY_SOURCE)) clazz = getattr(self.stack_advisor_impl, hdp206StackAdvisorClassName) self.stackAdvisor = clazz() self.maxDiff = None # substitute method in the instance self.get_system_min_uid_real = self.stackAdvisor.get_system_min_uid self.stackAdvisor.get_system_min_uid = self.get_system_min_uid_magic @patch('__builtin__.open') @patch('os.path.exists') def get_system_min_uid_magic(self, exists_mock, open_mock): class MagicFile(object): def read(self): return """ #test line UID_MIN 200 UID_MIN 500 """ def __exit__(self, exc_type, exc_val, exc_tb): pass def __enter__(self): return self exists_mock.return_value = True open_mock.return_value = MagicFile() return self.get_system_min_uid_real() def test_recommendationCardinalityALL(self): servicesInfo = [ { "name": "GANGLIA", "components": [{"name": "GANGLIA_MONITOR", "cardinality": "ALL", "category": "SLAVE", "is_master": False}] } ] services = self.prepareServices(servicesInfo) hosts = self.prepareHosts(["host1", "host2"]) result = self.stackAdvisor.recommendComponentLayout(services, hosts) expectedComponentsHostsMap = { "GANGLIA_MONITOR": ["host1", "host2"] } self.assertHostLayout(expectedComponentsHostsMap, result) def test ... [code truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 1 Block at line 23 has no indented body Invalid syntax at line 82: def test ⚠️ Code quality: 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 35 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 78 Unexpected indentation at line 79 Unexpected indentation at line 80 ✨ Improvements: Complete the expression on the last line Add closing quote at line 1 Review syntax near the error location
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 7
| 2
| 3,033
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n'''\nLicensed to the Apache Software Foundation (ASF) under one\nor more contributor license agreements. See the NOTICE file\ndistributed with this work for additional information\nregarding copyright ownership. The ASF licenses this file\nto you under the Apache License, Version 2.0 (the\n\"License\"); you may not use this file except in compliance\nwith the License. You may obtain a copy of the License at\n\n http://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\ndistributed under the License is distributed on an \"AS IS\" BASIS,\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\nSee the License for the specific language governing permissions and\nlimitations under the License.\n'''\n\nimport socket\nfrom unittest import TestCase\nfrom mock.mock import patch, MagicMock\n\nclass TestHDP206StackAdvisor(TestCase):\n\n def setUp(self):\n import imp\n import os\n\n testDirectory = os.path.dirname(os.path.abspath(__file__))\n stackAdvisorPath = os.path.join(testDirectory, '../../../../../main/resources/stacks/stack_advisor.py')\n hdp206StackAdvisorPath = os.path.join(testDirectory, '../../../../../main/resources/stacks/HDP/2.0.6/services/stack_advisor.py')\n hdp206StackAdvisorClassName = 'HDP206StackAdvisor'\n with open(stackAdvisorPath, 'rb') as fp:\n stack_advisor = imp.load_module( 'stack_advisor', fp, stackAdvisorPath, ('.py', 'rb', imp.PY_SOURCE) )\n with open(hdp206StackAdvisorPath, 'rb') as fp:\n self.stack_advisor_impl = imp.load_module('stack_advisor_impl', fp, hdp206StackAdvisorPath, ('.py', 'rb', imp.PY_SOURCE))\n clazz = getattr(self.stack_advisor_impl, hdp206StackAdvisorClassName)\n self.stackAdvisor = clazz()\n self.maxDiff = None\n # substitute method in the instance\n self.get_system_min_uid_real = self.stackAdvisor.get_system_min_uid\n self.stackAdvisor.get_system_min_uid = self.get_system_min_uid_magic\n\n @patch('__builtin__.open')\n @patch('os.path.exists')\n def get_system_min_uid_magic(self, exists_mock, open_mock):\n class MagicFile(object):\n def read(self):\n return \"\"\"\n #test line UID_MIN 200\n UID_MIN 500\n \"\"\"\n\n def __exit__(self, exc_type, exc_val, exc_tb):\n pass\n\n def __enter__(self):\n return self\n\n exists_mock.return_value = True\n open_mock.return_value = MagicFile()\n return self.get_system_min_uid_real()\n\n\n\n def test_recommendationCardinalityALL(self):\n servicesInfo = [\n {\n \"name\": \"GANGLIA\",\n \"components\": [{\"name\": \"GANGLIA_MONITOR\", \"cardinality\": \"ALL\", \"category\": \"SLAVE\", \"is_master\": False}]\n }\n ]\n services = self.prepareServices(servicesInfo)\n hosts = self.prepareHosts([\"host1\", \"host2\"])\n result = self.stackAdvisor.recommendComponentLayout(services, hosts)\n\n expectedComponentsHostsMap = {\n \"GANGLIA_MONITOR\": [\"host1\", \"host2\"]\n }\n self.assertHostLayout(expectedComponentsHostsMap, result)\n\n def test\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 1\n Block at line 23 has no indented body\n Invalid syntax at line 82: def test\n\n\n\u26a0\ufe0f Code quality:\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 35\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 78\n Unexpected indentation at line 79\n Unexpected indentation at line 80\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 1\n Review syntax near the error location"}]
| false
| null | null | null |
6a8f3e25920be24fb569cc55eff90ae879efa647
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- encoding: utf-8 -*- import multiprocessing as mp import time from pudb.remote import set_trace def worker(worker_id): """ Simple worker process""" i = 0 while i < 10: if worker_id == 1: # debug process with id 1
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • IndentationError at line 12 Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 241
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- encoding: utf-8 -*-\n\nimport multiprocessing as mp\nimport time\nfrom pudb.remote import set_trace\n\n\ndef worker(worker_id):\n \"\"\" Simple worker process\"\"\"\n i = 0\n while i < 10:\n if worker_id == 1: # debug process with id 1"}, {"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 IndentationError at line 12\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6a8f6efd4560f4b302cef1f8c07a3c86f509c35d
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ Test calling user defined functions using expression evaluation. This test checks that typesystem lookup works correctly for typedefs of untagged structures. Ticket: https://llvm.org/bugs/show_bug.cgi?id=26790 """ from __future__ import print_function import lldb from lldbsuite.test.decorators import * from lldbsuite.test.lldbtest import * from lldbsuite.test import lldbutil class TestExprLookupAnonStructTypedef(TestBase): mydir = TestBase.compute_mydir(__file__) def setUp(self): TestBase.setUp(self) # Find the breakpoint self.line = line_number('main.cpp', '// lldb testsuite break') @expectedFailureAll(oslist=["windows"]) @expectedFailureAll( oslist=['linux'], archs=['arm'], bugnumber="llvm.org/pr27868") def test(self): """Test typedeffed untagged struct arguments for function call expressions""" self.build() self.runCmd("file "+self.getBuildArtifact("a.out"), CURRENT_EXECUTABLE_SET) lldbutil.run_break_set_by_file_and_line( self, "main.cpp", self.line, num_expected_locations=-1, loc_exact=True ) self.runCmd("run", RUN_SUCCEEDED) self.expect("expr multiply(&s)", substrs=['$0 = 1'])
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 ⚠️ Code quality: Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 33 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 46 Avoid 'import *' at line 13 - import specific names Avoid 'import *' at line 14 - import specific names ✨ Improvements: Add closing quote at line 1 Add docstring to class 'TestExprLookupAnonStructTypedef'
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 2
| 1
| 1,317
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\nTest calling user defined functions using expression evaluation.\nThis test checks that typesystem lookup works correctly for typedefs of\nuntagged structures.\n\nTicket: https://llvm.org/bugs/show_bug.cgi?id=26790\n\"\"\"\n\nfrom __future__ import print_function\n\nimport lldb\n\nfrom lldbsuite.test.decorators import *\nfrom lldbsuite.test.lldbtest import *\nfrom lldbsuite.test import lldbutil\n\n\nclass TestExprLookupAnonStructTypedef(TestBase):\n mydir = TestBase.compute_mydir(__file__)\n\n def setUp(self):\n TestBase.setUp(self)\n # Find the breakpoint\n self.line = line_number('main.cpp', '// lldb testsuite break')\n\n @expectedFailureAll(oslist=[\"windows\"])\n @expectedFailureAll(\n oslist=['linux'],\n archs=['arm'],\n bugnumber=\"llvm.org/pr27868\")\n def test(self):\n \"\"\"Test typedeffed untagged struct arguments for function call expressions\"\"\"\n self.build()\n\n self.runCmd(\"file \"+self.getBuildArtifact(\"a.out\"),\n CURRENT_EXECUTABLE_SET)\n lldbutil.run_break_set_by_file_and_line(\n self,\n \"main.cpp\",\n self.line,\n num_expected_locations=-1,\n loc_exact=True\n )\n\n self.runCmd(\"run\", RUN_SUCCEEDED)\n self.expect(\"expr multiply(&s)\", substrs=['$0 = 1'])"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 33\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 46\n Avoid 'import *' at line 13 - import specific names\n Avoid 'import *' at line 14 - import specific names\n\n\u2728 Improvements:\n Add closing quote at line 1\n Add docstring to class 'TestExprLookupAnonStructTypedef'"}]
| false
| null | null | null |
6a8fb5db5439c528b72c62e081f71f595115b9ad
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from PIL import Image, ImageEnhance user_account_name = "Thomas.Li26" def main(): mode = input("Specify image editing mode. Type DEEPFRY, STRETCH, BRIGHTNESS, SHARPEN, or INVERT: ") if mode == "DEEPFRY": DEEPFRY() if mode == "STRETCH": STRETCH() if mode == "INVERT": INVERT() if mode == "BRIGHTNESS": BRIGHTNESS() if mode == "SHARPEN": SHARPEN() def DEEPFRY(): img = input("Insert the name of an image found in the Downloads folder (for example: Image.png): ") im = Image.open(r"C:\Users\{}\Downloads\{}".format(user_account_name, img)) enhancer = ImageEnhance.Contrast(im) factor = float(input("Specify deepfry amount (0-100): ")) im_output = enhancer.enhance(factor) im_output.save('more-contrast-image.png') im_output.show() def STRETCH(): img = input("Insert the name of an image found in the Downloads folder (for example: Image.png): ") im = Image.open(r"C:\Users\{}\Downloads\{}".format(user_account_name, img)) factor = int(input("Specify width: ")) factor2 = int(input("Specify height: ")) im_output = im.resize((factor,factor2)) im_output.save('more-contrast-image.png') im_output.show() def INVERT(): img = input("Insert the name of an image found in the Downloads folder (for example: Image.png): ") im = Image.open(r"C:\Users\{}\Downloads\{}".format(user_account_name, img)) enhancer = ImageEnhance.Contrast(im) im_output = enhancer.enhance(-1) im_output.save('more-contrast-image.png') im_output.show() def BRIGHTNESS(): img = input("Insert the name of an image found in the Downloads folder (for example: Image.png): ") im = Image.open(r"C:\Users\{}\Downloads\{}".format(user_account_name, img)) enhancer = ImageEnhance.Brightness(im) factor = float(input("Specify brightness amount: ")) im_output = enhancer.enhance(factor) im_output.save('more-contrast-image.png') im_output.show() def SHARPEN(): img = input("Insert the name of an image found in the Downloads folder (for example: Image.png): ") im = Image.open(r"C:\Users\{}\Downloads\{}".format(user_account_name, img)) enhancer = ImageEnhance.Sharpness(im) factor = float(input("Specify sharpening amount: ")) im_output = enhancer.enhance(factor) im_output.save('more-contrast-image.png') im_output.show() if __name__ == "__main__": main()
|
Syntax Analysis: Syntax Errors Found: • Block at line 11 has no indented body • IndentationError at line 12 Fixes: • Fix indentation to match Python syntax rules
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 6
| 0
| 2,478
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom PIL import Image, ImageEnhance\r\n\r\nuser_account_name = \"Thomas.Li26\"\r\n\r\ndef main():\r\n mode = input(\"Specify image editing mode. Type DEEPFRY, STRETCH, BRIGHTNESS, SHARPEN, or INVERT: \")\r\n if mode == \"DEEPFRY\":\r\n DEEPFRY()\r\n if mode == \"STRETCH\":\r\n STRETCH()\r\n if mode == \"INVERT\":\r\nINVERT()\r\n if mode == \"BRIGHTNESS\":\r\n BRIGHTNESS()\r\n if mode == \"SHARPEN\":\r\n SHARPEN()\r\n\r\ndef DEEPFRY():\r\n img = input(\"Insert the name of an image found in the Downloads folder (for example: Image.png): \")\r\n im = Image.open(r\"C:\\Users\\{}\\Downloads\\{}\".format(user_account_name, img))\r\n enhancer = ImageEnhance.Contrast(im)\r\n factor = float(input(\"Specify deepfry amount (0-100): \"))\r\n im_output = enhancer.enhance(factor)\r\n im_output.save('more-contrast-image.png')\r\n im_output.show()\r\n\r\ndef STRETCH():\r\n img = input(\"Insert the name of an image found in the Downloads folder (for example: Image.png): \")\r\n im = Image.open(r\"C:\\Users\\{}\\Downloads\\{}\".format(user_account_name, img))\r\n factor = int(input(\"Specify width: \"))\r\n factor2 = int(input(\"Specify height: \"))\r\n im_output = im.resize((factor,factor2))\r\n im_output.save('more-contrast-image.png')\r\n im_output.show()\r\n\r\ndef INVERT():\r\n img = input(\"Insert the name of an image found in the Downloads folder (for example: Image.png): \")\r\n im = Image.open(r\"C:\\Users\\{}\\Downloads\\{}\".format(user_account_name, img))\r\n enhancer = ImageEnhance.Contrast(im)\r\n im_output = enhancer.enhance(-1)\r\n im_output.save('more-contrast-image.png')\r\n im_output.show()\r\n\r\ndef BRIGHTNESS():\r\n img = input(\"Insert the name of an image found in the Downloads folder (for example: Image.png): \")\r\n im = Image.open(r\"C:\\Users\\{}\\Downloads\\{}\".format(user_account_name, img))\r\n enhancer = ImageEnhance.Brightness(im)\r\n factor = float(input(\"Specify brightness amount: \"))\r\n im_output = enhancer.enhance(factor)\r\n im_output.save('more-contrast-image.png')\r\n im_output.show()\r\n\r\ndef SHARPEN():\r\n img = input(\"Insert the name of an image found in the Downloads folder (for example: Image.png): \")\r\n im = Image.open(r\"C:\\Users\\{}\\Downloads\\{}\".format(user_account_name, img))\r\n enhancer = ImageEnhance.Sharpness(im)\r\n factor = float(input(\"Specify sharpening amount: \"))\r\n im_output = enhancer.enhance(factor)\r\n im_output.save('more-contrast-image.png')\r\n im_output.show()\r\n\r\nif __name__ == \"__main__\":\r\n main()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Block at line 11 has no indented body\n \u2022 IndentationError at line 12\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
6a8fddf8511ca7d429d8644119f475536d5dae17
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Curbrock Summon 2 CURBROCK2 = 9400930 # MOD ID CURBROCKS_ESCAPE_ROUTE_VER2 = 600050040 # MAP ID CURBROCKS_ESCAPE_ROUTE_VER3 = 600050050 # MAP ID 2 sm.spawnMob(CURBROCK2, 190, -208, False) sm.createClock(1800) sm.addEvent(sm.invokeAfterDelay(1800000, "warp", CURBROCKS_ESCAPE_ROUTE_VER3, 0)) sm.waitForMobDeath(CURBROCK2) sm.warp(CURBROCKS_ESCAPE_ROUTE_VER2) sm.stopEvents()
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 0
| 0
| 377
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Curbrock Summon 2\n\nCURBROCK2 = 9400930 # MOD ID\nCURBROCKS_ESCAPE_ROUTE_VER2 = 600050040 # MAP ID\nCURBROCKS_ESCAPE_ROUTE_VER3 = 600050050 # MAP ID 2\n\nsm.spawnMob(CURBROCK2, 190, -208, False)\nsm.createClock(1800)\nsm.addEvent(sm.invokeAfterDelay(1800000, \"warp\", CURBROCKS_ESCAPE_ROUTE_VER3, 0))\nsm.waitForMobDeath(CURBROCK2)\nsm.warp(CURBROCKS_ESCAPE_ROUTE_VER2)\nsm.stopEvents()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
6a90540c04aa6d7b6d0419ad6f3c05ff1c4aa797
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: """ Cancelling jobs on the University cluster forces programs to instantly quit, which sometimes crashes cluster nodes. As a remedy, this killswitch listener will stop the experiment in a nicer way to prevent this from happening. The experiment will be stopped if a file named "stop" is encountered in the results folder of the experiment. The existence of this file is checked after each epoch. """ import os from trainloops.listeners.listener import Listener # Complete this line class KillSwitchListener(Listener): def __init__(self, experiment_path): super().__init__() self.path = os.path.join(experiment_path, "stop") def initialize(self): pass def report(self, state_dict): if os.path.exists(self.path): exit()
|
The missing line is:
|
advanced
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 1
| 786
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"\n Cancelling jobs on the University cluster forces programs to instantly quit,\n which sometimes crashes cluster nodes.\n As a remedy, this killswitch listener will stop the experiment in a nicer way to prevent this from happening.\n The experiment will be stopped if a file named \"stop\" is encountered in the results folder of the experiment.\n The existence of this file is checked after each epoch.\n\"\"\"\nimport os\n\nfrom trainloops.listeners.listener import Listener\n # Complete this line\n\nclass KillSwitchListener(Listener):\n def __init__(self, experiment_path):\n super().__init__()\n self.path = os.path.join(experiment_path, \"stop\")\n\n def initialize(self):\n pass\n\n def report(self, state_dict):\n if os.path.exists(self.path):\n exit()"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
6a9096da46f0e3f90b72b1a819bf62ce11ddc6bd
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from rest_framework import status from rest_framework.generics import ( RetrieveUpdateAPIView, CreateAPIView, RetrieveUpdateDestroyAPIView ) from rest_framework.permissions import AllowAny, IsAuthenticated from rest_framework.response import Response from rest_framework.views import APIView from ..authentication.backends import JWTAuthentication from ..authentication.models import User from .models import Notifications from .renderers import ( NotificationsJSONRenderer ) from .serializers import ( NotificationsAPIViewSerializer, GetNotificationsAPIViewSerializer ) class NotificationsAPIView(RetrieveUpdateAPIView): permission_classes = (IsAuthenticated,) renderer_classes = (NotificationsJSONRenderer,) def put(self, request): """ This class method is used to update a users article """ serializer_class = NotificationsAPIViewSerializer notification = request.data.get('notification', {}) user_data = JWTAuthentication().authenticate(request) # append user_id from token to article variable for later validations in serializers notification["user_id"] = user_data[1] serializer = serializer_class(data=notification) serializer.is_valid(raise_exception=True) # update the notification statue to True serializer.update_read_status(serializer.data["notifications"]) return Response(serializer.data, status=status.HTTP_201_CREATED) def get(self, request): """ retrieve all notifications of a user """ # decode users authentication token user_data = JWTAuthentication().authenticate(request) # get user notifications details from the Notifications table in the database notifications = Notifications.objects.filter(notification_owner=user_data[1]).values( "id", "article_id", "notification_title", "notification_body", "notification_owner", "read_status" ) # create a list of notifications # the action below is done by use of list comprehension list_of_notifications = [i for i in notifications] return Response({"notifications": list_of_notifications}, status=status.HTTP_200_OK)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 2,255
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom rest_framework import status\nfrom rest_framework.generics import (\n RetrieveUpdateAPIView, CreateAPIView,\n RetrieveUpdateDestroyAPIView\n)\nfrom rest_framework.permissions import AllowAny, IsAuthenticated\nfrom rest_framework.response import Response\nfrom rest_framework.views import APIView\nfrom ..authentication.backends import JWTAuthentication\nfrom ..authentication.models import User\nfrom .models import Notifications\n\nfrom .renderers import (\n NotificationsJSONRenderer\n)\n\nfrom .serializers import (\n NotificationsAPIViewSerializer, GetNotificationsAPIViewSerializer\n)\n\n\nclass NotificationsAPIView(RetrieveUpdateAPIView):\n permission_classes = (IsAuthenticated,)\n renderer_classes = (NotificationsJSONRenderer,)\n\n def put(self, request):\n \"\"\"\n This class method is used to update a users article\n \"\"\"\n serializer_class = NotificationsAPIViewSerializer\n\n notification = request.data.get('notification', {})\n\n user_data = JWTAuthentication().authenticate(request)\n\n # append user_id from token to article variable for later validations in serializers\n notification[\"user_id\"] = user_data[1]\n\n serializer = serializer_class(data=notification)\n serializer.is_valid(raise_exception=True)\n\n # update the notification statue to True\n serializer.update_read_status(serializer.data[\"notifications\"])\n\n return Response(serializer.data, status=status.HTTP_201_CREATED)\n\n def get(self, request):\n \"\"\"\n retrieve all notifications of a user\n \"\"\"\n # decode users authentication token\n user_data = JWTAuthentication().authenticate(request)\n\n # get user notifications details from the Notifications table in the database\n notifications = Notifications.objects.filter(notification_owner=user_data[1]).values(\n \"id\", \"article_id\", \"notification_title\", \"notification_body\",\n \"notification_owner\", \"read_status\"\n )\n\n # create a list of notifications\n # the action below is done by use of list comprehension\n list_of_notifications = [i for i in notifications]\n\n return Response({\"notifications\": list_of_notifications}, status=status.HTTP_200_OK)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6a920dacf31156e85a0fcebb52765a1d1ca683fe
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright 2014 The Chromium Authors. All rights reserved. # Use of this source code is governed by a BSD-style license that can be # found in the LICENSE file. """Implements a frozen dictionary-like object""" import collections import copy import common.memo as memo class frozendict(collections.Mapping): """A frozen dictionary class""" def __init__(self, *args, **kwargs): ... code continues ...
|
Completion: Missing: Function '__init__' is incomplete - body truncated To complete: • Complete the function '__init__' body and add missing return Example continuation: self._data = dict(*args, **kwargs) def __iter__(self): return iter(self._data)
|
advanced
|
oop
|
incomplete_code
|
Pythoncode:Python
| 13
| 1
| 385
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright 2014 The Chromium Authors. All rights reserved.\n# Use of this source code is governed by a BSD-style license that can be\n# found in the LICENSE file.\n\n\"\"\"Implements a frozen dictionary-like object\"\"\"\n\nimport collections\nimport copy\n\nimport common.memo as memo\n\nclass frozendict(collections.Mapping):\n \"\"\"A frozen dictionary class\"\"\"\n\n def __init__(self, *args, **kwargs):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function '__init__' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function '__init__' body and add missing return\n\n Example continuation:\n self._data = dict(*args, **kwargs)\n\n def __iter__(self):\n return iter(self._data)"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
6a921ec9df90e9d0bc4821cbf3d19c03f4f29792
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- """Utilities common to CIFAR10 and CIFAR100 datasets. """ from __future__ import absolute_import from __future__ import division from __future__ import print_function import sys from six.moves import cPickle def load_batch(fpath, label_key='labels'): """Internal utility for parsing CIFAR data. # Arguments fpath: path the file to parse. label_key: key for label data in the retrieve dictionary. # Returns A tuple `(data, labels)`. """ with open(fpath, 'rb') as f: if sys.version_info < (3,): d = cPickle.load(f) else: d = cPickle.load(f, encoding='bytes') # decode utf8 d_decoded = {} for k, v in d.items(): d_decoded[k.decode('utf8')] = v d = d_decoded data = d['data'] labels = d[label_key] data = data.reshape(data.shape[0], 3, 32, 32) return data, labels
|
Functions: load_batch This code demonstrates Pythoncode:Python programming.
|
intermediate
|
data_processing
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 965
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"Utilities common to CIFAR10 and CIFAR100 datasets.\n\"\"\"\nfrom __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\n\nimport sys\nfrom six.moves import cPickle\n\n\ndef load_batch(fpath, label_key='labels'):\n \"\"\"Internal utility for parsing CIFAR data.\n\n # Arguments\n fpath: path the file to parse.\n label_key: key for label data in the retrieve\n dictionary.\n\n # Returns\n A tuple `(data, labels)`.\n \"\"\"\n with open(fpath, 'rb') as f:\n if sys.version_info < (3,):\n d = cPickle.load(f)\n else:\n d = cPickle.load(f, encoding='bytes')\n # decode utf8\n d_decoded = {}\n for k, v in d.items():\n d_decoded[k.decode('utf8')] = v\n d = d_decoded\n data = d['data']\n labels = d[label_key]\n\n data = data.reshape(data.shape[0], 3, 32, 32)\n return data, labels"}, {"role": "assistant", "content": " Functions: load_batch\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6a95707999c6dd8d718ea3549fc898fb5e496ed8
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: def getNumBags(color): if color=='': return 0 numBags=1 for bag in rules[color]: numBags+=bag[1]*getNumBags(bag[0]) return numBags with open('day7/input.txt') as f: rules=dict([l.split(' contain') for l in f.read().replace(' bags', '').replace(' bag', '').replace('.', '').replace(' no other', '0 ').splitlines()]) for key in rules: rules[key]=[(d[2:].strip(), int(d[:2].strip())) for d in rules[key].split(', ')] print(getNumBags('shiny gold')-1) #-1 cause shiny bag not included
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF ⚠️ Warnings: Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 7 💡 Suggestions: Complete the expression on the last line Add docstring to function 'getNumBags' Line 10 too long (153 chars) - break into multiple lines
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 1
| 0
| 523
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\ndef getNumBags(color):\n if color=='':\n return 0\n numBags=1\n for bag in rules[color]:\n numBags+=bag[1]*getNumBags(bag[0])\n return numBags\n\nwith open('day7/input.txt') as f:\n rules=dict([l.split(' contain') for l in f.read().replace(' bags', '').replace(' bag', '').replace('.', '').replace(' no other', '0 ').splitlines()])\nfor key in rules:\n rules[key]=[(d[2:].strip(), int(d[:2].strip())) for d in rules[key].split(', ')]\nprint(getNumBags('shiny gold')-1) #-1 cause shiny bag not included"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 7\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add docstring to function 'getNumBags'\n Line 10 too long (153 chars) - break into multiple lines"}]
| false
| null | null | null |
6a96000d55f22510def511958af1f99b01dba806
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from core.advbase import * from slot.d import * def module(): return Luther class Luther(Adv): a1 = ('cc',0.10,'hit15') conf = {} conf ['slots.d'] = Leviathan() conf['acl'] = """ `dragon `s1 `s2, seq=5 and cancel `s3, seq=5 and cancel or fsc `fs, seq=5 """ coab = ['Blade', 'Xander', 'Tiki'] if __name__ == '__main__': from core.simulate import test_with_argv test_with_argv(None, *sys.argv)
|
Code Review: ❌ Critical issues: Unterminated string literal at line 12 ⚠️ 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 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 23 Avoid 'import *' at line 1 - import specific names Avoid 'import *' at line 2 - import specific names ✨ Improvements: Add closing quote at line 12 Add docstring to class 'Luther'
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 1
| 1
| 471
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom core.advbase import *\nfrom slot.d import *\n\ndef module():\n return Luther\n\nclass Luther(Adv):\n a1 = ('cc',0.10,'hit15')\n\n conf = {}\n conf ['slots.d'] = Leviathan()\n conf['acl'] = \"\"\"\n `dragon\n `s1\n `s2, seq=5 and cancel\n `s3, seq=5 and cancel or fsc\n `fs, seq=5\n \"\"\"\n coab = ['Blade', 'Xander', 'Tiki']\n\nif __name__ == '__main__':\n from core.simulate import test_with_argv\n test_with_argv(None, *sys.argv)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 12\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 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 23\n Avoid 'import *' at line 1 - import specific names\n Avoid 'import *' at line 2 - import specific names\n\n\u2728 Improvements:\n Add closing quote at line 12\n Add docstring to class 'Luther'"}]
| false
| null | null | null |
6a9611abd97c536f926ca250cbefadb44ebcbbc2
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import hashlib from io import BytesIO import logging import os from typing import Any, cast, Dict, List, Optional, Sequence, Type, TYPE_CHECKING, Union from pkg_resources import parse_version import wandb from wandb import util from ._private import MEDIA_TMP from .base_types.media import BatchableMedia, Media from .helper_types.bounding_boxes_2d import BoundingBoxes2D from .helper_types.classes import Classes from .helper_types.image_mask import ImageMask def _server_accepts_image_filenames() -> bool: # Newer versions of wandb accept large image filenames arrays # but older versions would have issues with this. max_cli_version = util._get_max_cli_version() if max_cli_version is None: return False return parse_version("0.12.10") <= parse_version(max_cli_version) class Image(BatchableMedia): """Format images for logging to W&B. Arguments: data_or_path: (numpy array, string, io) Accepts numpy array of image data, or a PIL image. The class attempts to infer the data format and converts it. mode: (string) The PIL mode for an image. Most common are "L", "RGB", "RGBA". Full explanation at https://pillow.readthedocs.io/en/4.2.x/handbook/concepts.html#concept-modes. caption: (string) Label for display of image. Examples: Error: SyntaxError / EOF
|
Fixed Code: import hashlib from io import BytesIO import logging import os from typing import Any, cast, Dict, List, Optional, Sequence, Type, TYPE_CHECKING, Union from pkg_resources import parse_version import wandb from wandb import util from ._private import MEDIA_TMP from .base_types.media import BatchableMedia, Media from .helper_types.bounding_boxes_2d import BoundingBoxes2D from .helper_types.classes import Classes from .helper_types.image_mask import ImageMask def _server_accepts_image_filenames() -> bool: # Newer versions of wandb accept large image filenames arrays # but older versions would have issues with this. max_cli_version = util._get_max_cli_version() Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 1,339
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport hashlib\nfrom io import BytesIO\nimport logging\nimport os\nfrom typing import Any, cast, Dict, List, Optional, Sequence, Type, TYPE_CHECKING, Union\n\nfrom pkg_resources import parse_version\nimport wandb\nfrom wandb import util\n\nfrom ._private import MEDIA_TMP\nfrom .base_types.media import BatchableMedia, Media\nfrom .helper_types.bounding_boxes_2d import BoundingBoxes2D\nfrom .helper_types.classes import Classes\nfrom .helper_types.image_mask import ImageMask\n\ndef _server_accepts_image_filenames() -> bool:\n # Newer versions of wandb accept large image filenames arrays\n # but older versions would have issues with this.\n max_cli_version = util._get_max_cli_version()\n if max_cli_version is None:\n return False\n return parse_version(\"0.12.10\") <= parse_version(max_cli_version)\n\n\nclass Image(BatchableMedia):\n \"\"\"Format images for logging to W&B.\n\n Arguments:\n data_or_path: (numpy array, string, io) Accepts numpy array of\n image data, or a PIL image. The class attempts to infer\n the data format and converts it.\n mode: (string) The PIL mode for an image. Most common are \"L\", \"RGB\",\n \"RGBA\". Full explanation at https://pillow.readthedocs.io/en/4.2.x/handbook/concepts.html#concept-modes.\n caption: (string) Label for display of image.\n\n Examples:\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport hashlib\nfrom io import BytesIO\nimport logging\nimport os\nfrom typing import Any, cast, Dict, List, Optional, Sequence, Type, TYPE_CHECKING, Union\n\nfrom pkg_resources import parse_version\nimport wandb\nfrom wandb import util\n\nfrom ._private import MEDIA_TMP\nfrom .base_types.media import BatchableMedia, Media\nfrom .helper_types.bounding_boxes_2d import BoundingBoxes2D\nfrom .helper_types.classes import Classes\nfrom .helper_types.image_mask import ImageMask\n\ndef _server_accepts_image_filenames() -> bool:\n # Newer versions of wandb accept large image filenames arrays\n # but older versions would have issues with this.\n max_cli_version = util._get_max_cli_version()\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6a9615693970b5561756763d7533ebc0f325ce0c
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import datetime # Gets time from milliseconds # Returns string formatted as HH:MM:SS:mmm, MM:SS:mmm or S:mmm, depending on the time. def get_time_from_milliseconds(milli): milliseconds = milli % 1000 seconds= (milli//1000)%60 minutes= (milli//(1000*60))%60 hours= (milli//(1000*60*60))%24 if hours == 0: if minutes == 0: return '%d.%03d' % (seconds, milliseconds) Error: IndentationError / Expected indented block
|
Fixed Code: import datetime # Gets time from milliseconds # Returns string formatted as HH:MM:SS:mmm, MM:SS:mmm or S:mmm, depending on the time. def get_time_from_milliseconds(milli): milliseconds = milli % 1000 seconds= (milli//1000)%60 minutes= (milli//(1000*60))%60 hours= (milli//(1000*60*60))%24 if hours == 0: if minutes == 0: return '%d.%03d' % (seconds, milliseconds) return '%02d:%02d.%03d' % (minutes, seconds, milliseconds) return '%02d:%02d:%02d.%03d' % (hours, minutes, seconds, milliseconds) # Returns a string formatted as YYYY-MM-DD def get_date_today(): Explanation: Add body to If block or use 'pass' statement
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 407
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport datetime\n\n# Gets time from milliseconds\n# Returns string formatted as HH:MM:SS:mmm, MM:SS:mmm or S:mmm, depending on the time. \ndef get_time_from_milliseconds(milli):\n milliseconds = milli % 1000\n seconds= (milli//1000)%60\n minutes= (milli//(1000*60))%60\n hours= (milli//(1000*60*60))%24\n\n if hours == 0: \n if minutes == 0:\n return '%d.%03d' % (seconds, milliseconds)\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport datetime\n\n# Gets time from milliseconds\n# Returns string formatted as HH:MM:SS:mmm, MM:SS:mmm or S:mmm, depending on the time. \ndef get_time_from_milliseconds(milli):\n milliseconds = milli % 1000\n seconds= (milli//1000)%60\n minutes= (milli//(1000*60))%60\n hours= (milli//(1000*60*60))%24\n\n if hours == 0: \n if minutes == 0:\n return '%d.%03d' % (seconds, milliseconds)\n return '%02d:%02d.%03d' % (minutes, seconds, milliseconds)\n return '%02d:%02d:%02d.%03d' % (hours, minutes, seconds, milliseconds)\n\n# Returns a string formatted as YYYY-MM-DD\ndef get_date_today():\n\n Explanation: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
6a961a7708b268c3d81ea73ab8b93515bd578d6c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python """Pi digits example Example shows arbitrary precision using mpmath with the computation of the digits of pi. """ from mpmath import libmp, pi from mpmath import functions as mpf_funs import math from time import clock import sys def display_fraction(digits, skip=0, colwidth=10, columns=5): """Pretty printer for first n digits of a fraction""" perline = colwidth * columns printed = 0 for linecount in range((len(digits) - skip) // (colwidth * columns)): line = digits[skip + linecount*perline:skip + (linecount + 1)*perline] for i in range(columns): print(line[i*colwidth: (i + 1)*colwidth],) print(":", (linecount + 1)*perline) if (linecount + 1) % 10 == 0: print printed += colwidth*columns rem = (len(digits) - skip) % (colwidth * columns) if rem: buf = digits[-rem:] s = "" for i in range(columns): s += buf[:colwidth].ljust(colwidth + 1, " ") buf = buf[colwidth:] print(s + ":", printed + colwidth*columns) def calculateit(func, base, n, tofile): """Writes first n base-digits of a mpmath function to file""" prec = 100 intpart = libmp.numeral(3, base) if intpart == 0: skip = 0 else: ... code continues ...
|
Completion: Missing: If statement incomplete - else clause truncated To complete: • Complete if-else statement Example continuation: skip = len(intpart) print("Step 1 of 2: calculating binary value...") prec = int(n*math.log(base, 2)) + 10 t = clock() a = func(prec)
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 4
| 0
| 1,294
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n\n\"\"\"Pi digits example\n\nExample shows arbitrary precision using mpmath with the\ncomputation of the digits of pi.\n\"\"\"\n\nfrom mpmath import libmp, pi\nfrom mpmath import functions as mpf_funs\n\nimport math\nfrom time import clock\nimport sys\n\n\ndef display_fraction(digits, skip=0, colwidth=10, columns=5):\n \"\"\"Pretty printer for first n digits of a fraction\"\"\"\n perline = colwidth * columns\n printed = 0\n for linecount in range((len(digits) - skip) // (colwidth * columns)):\n line = digits[skip + linecount*perline:skip + (linecount + 1)*perline]\n for i in range(columns):\n print(line[i*colwidth: (i + 1)*colwidth],)\n print(\":\", (linecount + 1)*perline)\n if (linecount + 1) % 10 == 0:\n print\n printed += colwidth*columns\n rem = (len(digits) - skip) % (colwidth * columns)\n if rem:\n buf = digits[-rem:]\n s = \"\"\n for i in range(columns):\n s += buf[:colwidth].ljust(colwidth + 1, \" \")\n buf = buf[colwidth:]\n print(s + \":\", printed + colwidth*columns)\n\n\ndef calculateit(func, base, n, tofile):\n \"\"\"Writes first n base-digits of a mpmath function to file\"\"\"\n prec = 100\n intpart = libmp.numeral(3, base)\n if intpart == 0:\n skip = 0\n else:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If statement incomplete - else clause truncated\n\n To complete:\n \u2022 Complete if-else statement\n\n Example continuation:\n skip = len(intpart)\n print(\"Step 1 of 2: calculating binary value...\")\n prec = int(n*math.log(base, 2)) + 10\n t = clock()\n a = func(prec)"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
6a961b6b72524b941aa7777c8c1e4c9ea87f76f0
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.11.11 on 2018-03-13 00:16 from __future__ import unicode_literals from django.conf import settings from django.db import migrations, models import django.db.models.deletion import mailauth.models import uuid class Migration(migrations.Migration): dependencies = [ ('mailauth', '0010_domain_redirect_to'), ] operations = [ migrations.CreateModel( name='MNServiceUser', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('username', models.CharField(default=uuid.uuid4, max_length=64, verbose_name='Username')), ('password', mailauth.models.PretendHasherPasswordField(max_length=128, verbose_name='Password')), ('description', models.Cha Error: SyntaxError / EOF
|
Fixed Code: # -*- coding: utf-8 -*- # Generated by Django 1.11.11 on 2018-03-13 00:16 from __future__ import unicode_literals from django.conf import settings from django.db import migrations, models import django.db.models.deletion import mailauth.models import uuid class Migration(migrations.Migration): dependencies = [ ('mailauth', '0010_domain_redirect_to'), ] operations = [ migrations.CreateModel( name='MNServiceUser', Explanation: Complete the truncated code structure
|
advanced
|
ui
|
error_fixing
|
Pythoncode:Python
| 0
| 1
| 862
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.11.11 on 2018-03-13 00:16\nfrom __future__ import unicode_literals\n\nfrom django.conf import settings\nfrom django.db import migrations, models\nimport django.db.models.deletion\nimport mailauth.models\nimport uuid\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('mailauth', '0010_domain_redirect_to'),\n ]\n\n operations = [\n migrations.CreateModel(\n name='MNServiceUser',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('username', models.CharField(default=uuid.uuid4, max_length=64, verbose_name='Username')),\n ('password', mailauth.models.PretendHasherPasswordField(max_length=128, verbose_name='Password')),\n ('description', models.Cha\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n# Generated by Django 1.11.11 on 2018-03-13 00:16\nfrom __future__ import unicode_literals\n\nfrom django.conf import settings\nfrom django.db import migrations, models\nimport django.db.models.deletion\nimport mailauth.models\nimport uuid\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('mailauth', '0010_domain_redirect_to'),\n ]\n\n operations = [\n migrations.CreateModel(\n name='MNServiceUser',\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6a975a412e5d4fce44f6c3c23326742e66d78cbe
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2013 IBM Corp. # # 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 os import re from hacking import core import pycodestyle def import_no_clients_in_api_and_scenario_tests(physical_line, filename): """Check for client imports from tempest/api & tempest/scenario tests T102: Cannot import OpenStack python c
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 23 • SyntaxError: unterminated triple-quoted string literal (detected at line 25) at line 23 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 848
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2013 IBM Corp.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nimport os\nimport re\n\nfrom hacking import core\nimport pycodestyle\n\n\ndef import_no_clients_in_api_and_scenario_tests(physical_line, filename):\n \"\"\"Check for client imports from tempest/api & tempest/scenario tests\n\n T102: Cannot import OpenStack python c"}, {"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 23\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 25) at line 23\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6a97a004a7c418b0d32aaf5764a1c6b24a50f26a
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import SimpleXMLRPCServer import sys import logging from K8055Controller import K8055Controller logging.basicConfig() controller_log = logging.getLogger("Controller") class Controller: def __init__(self): self.k8055 = K8055Controller() controller_log.debug("initialized") def reset(self): self.k8055.reset() controller_log.debug("reset") return 0 def turn_on(self, i): self.k8055.turn_on(i) controller_log.debug('turned on %i' % (i)) return 0 def turn_off(self, i): self.k8055.turn_off(i) controller_log.debug('turned off %i' % (i)) return 0 def set_analog(self, i, level): if (i == 1): self.k8055.set_analog1(level) else: self.k8055.set_analog2(level) return 0 controller = Controller() server = SimpleXMLRPCServer.SimpleXMLRPCServer(("d6349.mysql.zone.ee", 7000)) server.register_instance(controller) server.serve_forever()
|
Functions: __init__, reset, turn_on, turn_off, set_analog Classes: Controller This code demonstrates Pythoncode:Python programming.
|
advanced
|
database
|
code_explanation
|
Pythoncode:Python
| 5
| 1
| 1,018
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport SimpleXMLRPCServer\nimport sys\n\nimport logging\nfrom K8055Controller import K8055Controller\n\nlogging.basicConfig()\n\ncontroller_log = logging.getLogger(\"Controller\")\n\nclass Controller:\n def __init__(self):\n self.k8055 = K8055Controller()\n controller_log.debug(\"initialized\")\n \n def reset(self):\n self.k8055.reset()\n controller_log.debug(\"reset\")\n return 0\n \n def turn_on(self, i):\n self.k8055.turn_on(i)\n controller_log.debug('turned on %i' % (i))\n return 0\n \n def turn_off(self, i):\n self.k8055.turn_off(i)\n controller_log.debug('turned off %i' % (i))\n return 0\n \n def set_analog(self, i, level):\n if (i == 1):\n self.k8055.set_analog1(level)\n else:\n self.k8055.set_analog2(level)\n return 0\n\ncontroller = Controller() \nserver = SimpleXMLRPCServer.SimpleXMLRPCServer((\"d6349.mysql.zone.ee\", 7000))\nserver.register_instance(controller)\nserver.serve_forever()"}, {"role": "assistant", "content": " Functions: __init__, reset, turn_on, turn_off, set_analog\n Classes: Controller\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6a98547230e4cc83fa248137ca0fde09ebb67dcf
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import nltk import re import sys from sys import argv from nltk.sentiment.vader import SentimentIntensityAnalyzer def ajay(ans): ajay = SentimentIntensityAnalyzer() completeScore = 0 questionWeights = [0.05, 0.20, 0.05, 0.05, 0.05, 0.20, 0.05, 0.05, 0.20, 0.10] print ans ansList = ans.split("$") for j in range(10): print ansList[j] for i in range(10): results = [] score = 0 count = 0 # print (count) for paragraph in ansList: for line in paragraph: #Split Paragraph on basis of '.' or ? or !. for l in re.split(r"\.|\?|\!",paragraph): # print(l) ss = ajay.polarity_scores(l) results.append(ss); # print(ss['compound']) score += ss['compound'] count += 1 completeScore += (score/count)*questionWeights[i] #print(completeScore) if (completeScore >= 0.1): return "False Alarm! You don't have Depression." elif (completeScore >= -0.1): return ("Seasonal affective disorder (SAD). This type of depression " + "emerges as days get shorter in the fall and winter. The mood " + "change may result from alterations in the body's natural daily " + "rhythms, in the eyes' sensitivity to light, or in how chemical " + "messengers like serotonin and melatonin function. The leading " + "treatment is light therapy, which involves daily sessions sitting " + "close to an especially intense light source. The usual treatments " + "for depression, such as psychotherapy and medication, may also be " + "effective."); elif (completeScore >= -0.4): return ("Persistent depressive disorder. Formerly called dysthymia, this " + "type of depression refers to low mood that has lasted for at least " + "two years but may not reach the intensity of major depression. Many " + "people with this type of depression type are able to function day to " + "but feel low or joyless much of the time. Some depressive symptoms, " + "such as appetite and sleep changes, low energy, low self-esteem, or " + "hopelessness, are usually part of the picture.") else: return ("The classic depression type, major depression is a state where a dark " + "mood is all-consuming and one loses interest in activities, even ones " + "that are usually pleasurable. Symptoms of this type of depression " + "include trouble sleeping, changes in appetite or weight, loss of energy, " + "and feeling worthless. Thoughts of death or suicide may occur. It is " + "usually treated with psychotherapy and medica ... [code truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 3,033
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport nltk\nimport re\nimport sys\nfrom sys import argv\nfrom nltk.sentiment.vader import SentimentIntensityAnalyzer\n\n\ndef ajay(ans):\n ajay = SentimentIntensityAnalyzer()\n completeScore = 0\n questionWeights = [0.05, 0.20, 0.05, 0.05, 0.05, 0.20, 0.05, 0.05, 0.20, 0.10]\n print ans\n ansList = ans.split(\"$\")\n for j in range(10):\n print ansList[j]\n for i in range(10):\n results = []\n score = 0\n count = 0\n # print (count)\n for paragraph in ansList:\n for line in paragraph:\n #Split Paragraph on basis of '.' or ? or !.\n \n for l in re.split(r\"\\.|\\?|\\!\",paragraph):\n # print(l)\n ss = ajay.polarity_scores(l)\n results.append(ss);\n # print(ss['compound'])\n score += ss['compound']\n count += 1\n completeScore += (score/count)*questionWeights[i]\n #print(completeScore) \n if (completeScore >= 0.1):\n return \"False Alarm! You don't have Depression.\"\n elif (completeScore >= -0.1):\n return (\"Seasonal affective disorder (SAD). This type of depression \" +\n \"emerges as days get shorter in the fall and winter. The mood \"\n + \"change may result from alterations in the body's natural daily \"\n + \"rhythms, in the eyes' sensitivity to light, or in how chemical \"\n + \"messengers like serotonin and melatonin function. The leading \"\n + \"treatment is light therapy, which involves daily sessions sitting \"\n + \"close to an especially intense light source. The usual treatments \"\n + \"for depression, such as psychotherapy and medication, may also be \"\n + \"effective.\");\n elif (completeScore >= -0.4):\n return (\"Persistent depressive disorder. Formerly called dysthymia, this \"\n + \"type of depression refers to low mood that has lasted for at least \"\n + \"two years but may not reach the intensity of major depression. Many \"\n + \"people with this type of depression type are able to function day to \"\n + \"but feel low or joyless much of the time. Some depressive symptoms, \"\n + \"such as appetite and sleep changes, low energy, low self-esteem, or \"\n + \"hopelessness, are usually part of the picture.\")\n else:\n return (\"The classic depression type, major depression is a state where a dark \"\n + \"mood is all-consuming and one loses interest in activities, even ones \"\n + \"that are usually pleasurable. Symptoms of this type of depression \"\n + \"include trouble sleeping, changes in appetite or weight, loss of energy, \"\n + \"and feeling worthless. Thoughts of death or suicide may occur. It is \"\n + \"usually treated with psychotherapy and medica\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6a9907c6e19624e9a00da0b3cff99ba87e746680
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # vim: set filetype=python ts=4 sw=4 # -*- coding: utf-8 -*- """This module retrieves AWS credentials after authenticating with Okta.""" from __future__ import absolute_import, division, print_function, unicode_literals import logging from future import standard_library from tokendito import aws_helpers from tokendito import helpers from tokendito import okta_helpers from tokendito import settings standard_library.install_aliases() def cli(args): """Tokendito retrieves AWS credentials after authenticating with Okta.""" # Set some required initial values args = helpers.setup(args) logging.debug("tokendito retrieves AWS credentials after authenticating with Okta.") # Collect and organize user specific information helpers.process_options(args) # Authenticate okta and AWS also use assumerole to assign the role logging.debug("Authenticate user with Okta and AWS.") secret_session_token = okta_helpers.authenticate_user( settings.okta_org, settings.okta_username, settings.okta_password ) saml_response_string, saml_xml = aws_helpers.authenticate_to_roles( secret_session_token, settings.okta_aws_app_url ) assume_role_response, role_name = aws_helpers.select_assumeable_role( saml_response_string, saml_xml ) aws_helpers.ensure_keys_work(assume_role_response) helpers.set_local_credentials( assume_role_response, role_name, settings.aws_region, settings.aws_output )
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 1,487
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# vim: set filetype=python ts=4 sw=4\n# -*- coding: utf-8 -*-\n\"\"\"This module retrieves AWS credentials after authenticating with Okta.\"\"\"\nfrom __future__ import absolute_import, division, print_function, unicode_literals\n\nimport logging\n\nfrom future import standard_library\nfrom tokendito import aws_helpers\nfrom tokendito import helpers\nfrom tokendito import okta_helpers\nfrom tokendito import settings\n\nstandard_library.install_aliases()\n\n\ndef cli(args):\n \"\"\"Tokendito retrieves AWS credentials after authenticating with Okta.\"\"\"\n # Set some required initial values\n args = helpers.setup(args)\n\n logging.debug(\"tokendito retrieves AWS credentials after authenticating with Okta.\")\n\n # Collect and organize user specific information\n helpers.process_options(args)\n\n # Authenticate okta and AWS also use assumerole to assign the role\n logging.debug(\"Authenticate user with Okta and AWS.\")\n\n secret_session_token = okta_helpers.authenticate_user(\n settings.okta_org, settings.okta_username, settings.okta_password\n )\n\n saml_response_string, saml_xml = aws_helpers.authenticate_to_roles(\n secret_session_token, settings.okta_aws_app_url\n )\n\n assume_role_response, role_name = aws_helpers.select_assumeable_role(\n saml_response_string, saml_xml\n )\n\n aws_helpers.ensure_keys_work(assume_role_response)\n\n helpers.set_local_credentials(\n assume_role_response, role_name, settings.aws_region, settings.aws_output\n )"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6a9a4141ccd8a77a2a296371f9b8eb6510494db4
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import io import codecs import tarfile import re import gzip import xml.etree.ElementTree as ET from fnmatch import fnmatch from pathlib import Path from typing import NamedTuple import ir_datasets from ir_datasets.indices import PickleLz4FullStore from .base import GenericDoc, GenericQuery, GenericScoredDoc, BaseDocs, BaseQueries, BaseScoredDocs, BaseQrels class TrecDoc(NamedTuple): doc_id: str text: str marked_up_doc: str class TitleUrlTextDoc(NamedTuple): doc_id: str title: str url: str text: str
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 7
| 535
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport io\nimport codecs\nimport tarfile\nimport re\nimport gzip\nimport xml.etree.ElementTree as ET\nfrom fnmatch import fnmatch\nfrom pathlib import Path\nfrom typing import NamedTuple\nimport ir_datasets\nfrom ir_datasets.indices import PickleLz4FullStore\nfrom .base import GenericDoc, GenericQuery, GenericScoredDoc, BaseDocs, BaseQueries, BaseScoredDocs, BaseQrels\n\n\nclass TrecDoc(NamedTuple):\n doc_id: str\n text: str\n marked_up_doc: str\n\nclass TitleUrlTextDoc(NamedTuple):\n doc_id: str\n title: str\n url: str\n text: str"}, {"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
|
6a9c07074d315021100d6322a18c6bc3087be1db
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- from .utils import download_from_yaml def download(output_dir: str, snippet_only: bool, ignore_cache: bool = False -> None: """Downloads data files from list of URLs (default: download.yaml) into data directory (default: data/). Args: output_dir: A string pointing to the location to download data to. snippet_only: Downloads only the first 5 kB of the source, for testing and file checks. ignore_cache: Ignore cache and download files even if they exist [false] Returns: None. """ download_from_yaml(yaml_file="download.yaml", output_dir=output_dir, snippet_only=snippet_only, ignore_cache=ignore_cache, verbose=True) return None Error: SyntaxError: unmatched brackets
|
Fixed Code: #!/usr/bin/env python # -*- coding: utf-8 -*- from .utils import download_from_yaml def download(output_dir: str, snippet_only: bool, ignore_cache: bool = False) -> None: """Downloads data files from list of URLs (default: download.yaml) into data directory (default: data/). Args: output_dir: A string pointing to the location to download data to. snippet_only: Downloads only the first 5 kB of the source, for testing and file checks. ignore_cache: Ignore cache and download files even if they exist [false] Returns: None. """ download_from_yaml(yaml_file="download.yaml", Explanation: Add missing ')' bracket at line 8
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 843
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\n\nfrom .utils import download_from_yaml\n\n\ndef download(output_dir: str, snippet_only: bool, ignore_cache: bool = False -> None:\n \"\"\"Downloads data files from list of URLs (default: download.yaml) into data directory (default: data/).\n\n Args:\n output_dir: A string pointing to the location to download data to.\n snippet_only: Downloads only the first 5 kB of the source, for testing and file checks. \n ignore_cache: Ignore cache and download files even if they exist [false]\n\n Returns:\n None.\n \"\"\"\n\n download_from_yaml(yaml_file=\"download.yaml\", \n output_dir=output_dir,\n snippet_only=snippet_only,\n ignore_cache=ignore_cache, \n verbose=True)\n\n return None\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\n\nfrom .utils import download_from_yaml\n\n\ndef download(output_dir: str, snippet_only: bool, ignore_cache: bool = False) -> None:\n \"\"\"Downloads data files from list of URLs (default: download.yaml) into data directory (default: data/).\n\n Args:\n output_dir: A string pointing to the location to download data to.\n snippet_only: Downloads only the first 5 kB of the source, for testing and file checks. \n ignore_cache: Ignore cache and download files even if they exist [false]\n\n Returns:\n None.\n \"\"\"\n\n download_from_yaml(yaml_file=\"download.yaml\", \n\n Explanation: Add missing ')' bracket at line 8"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
6a9c552700ad0a75cac33278ee8dc5a5139c2432
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/python # (c) 2020, NetApp, Inc # GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt) class NetAppONTAPasupInvoke(object): ''' send ASUP message ''' def __init__(self): self.use_rest = False self.argument_spec = netapp_utils.na_ontap_host_argument_spec() self.argument_spec.update(dict( name=dict(required=False, type='str'), autosupport_message=dict(required=False, type='str', aliases=["message"]), type=dict(required=False, choices=[ 'test', 'performance', 'all'], default='all'), uri=dict(required=False, type='str') )) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.module = AnsibleModule( argument_spec=self.argument_spec, supports_check_mode=True ) self.na_helper = NetAppModule()
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 1
| 679
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/python\n\n# (c) 2020, NetApp, Inc\n# GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt)\n\nclass NetAppONTAPasupInvoke(object):\n ''' send ASUP message '''\n def __init__(self):\n self.use_rest = False\n self.argument_spec = netapp_utils.na_ontap_host_argument_spec()\n self.argument_spec.update(dict(\n name=dict(required=False, type='str'),\n autosupport_message=dict(required=False, type='str', aliases=[\"message\"]),\n type=dict(required=False, choices=[\n 'test', 'performance', 'all'], default='all'),\n uri=dict(required=False, type='str')\n ))\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n self.module = AnsibleModule(\n argument_spec=self.argument_spec,\n supports_check_mode=True\n )\n self.na_helper = NetAppModule()"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6a9cb003c79f63e5985173912dffc928314248d4
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from freight.api.serializer import serialize from freight.testutils import TestCase class UserSerializerTest(TestCase): def test_simple(self): user = self.create_user()
|
result = serialize(user) assert result["id"] == str(user.id) assert result["name"] == user.name
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 1
| 304
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom freight.api.serializer import serialize\nfrom freight.testutils import TestCase\n\n\nclass UserSerializerTest(TestCase):\n def test_simple(self):\n user = self.create_user()"}, {"role": "assistant", "content": "\n\n result = serialize(user)\n assert result[\"id\"] == str(user.id)\n assert result[\"name\"] == user.name"}]
| false
| null | null | null |
6a9cd0c545ed5aa451bbc0bc26a2e800d471ecd0
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import sys import numpy as np from matplotlib import pyplot as pl from rw import WriteGTiff fn = '../pozo-steep-vegetated-pcl.npy' pts = np.load(fn) x, y, z, c = pts[:, 0], pts[:, 1], pts[:, 2], pts[:, 5] ix = (0.2 * (x - x.min())).astype('int') iy = (0.2 * (y - y.min())).astype('int') shape = (100, 100) xb = np.arange(shape[1]+1) yb = np.arange(shape[0]+1) fg, ax = pl.subplots(ncols = 2, nrows = 2, figsize = (10.24, 10.24), sharex = True, sharey = True) uc = (2, 5) for j in range(len(uc)): print('Class %i' % uc[j]) b = c == uc[j] cx, cy, cz = ix[b], iy[b], z[b] mean = np.zeros(shape) stdr = np.zeros(shape) for i in range(shape[0]): print('% 3d%%' % i) for k in range(shape[1]): b = (cy == i) * (cx == k) mean[i, k] = cz[b].mean() stdr[i, k] = cz[b].std() fname = 'pozo_5m_dem_mean_cl%i.tif' % uc[j] WriteGTiff(fname, mean, x.min(), y.min()+500, step = 5) np.save('pozo_5m_dem_mean_cl%i.npy' % uc[j], mean) np.save('pozo_5m_dem_stdr_cl%i.npy' % uc[j], stdr) ax[0, j].set_title('Class %i' % uc[j]) im = ax[0, j].pcolormesh(xb, yb, np.ma.masked_invalid(mean), cmap = pl.cm.viridis_r) cb = fg.colorbar(im, ax = ax[0, j]) cb.set_label('Mean elevation [m]') im = ax[1, j].pcolormesh(xb, yb, np.ma.masked_invalid(stdr), cmap = pl.cm.magma_r) cb = fg.colorbar(im, ax = ax[1, j]) cb.set_label('Elevation STD') ax[0, j].set_aspect('equal') ax[1, j].set_aspect('equal') pl.savefig('%s.png' % sys.argv[0][:-3])
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 1,639
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport sys\nimport numpy as np\nfrom matplotlib import pyplot as pl\nfrom rw import WriteGTiff\n\nfn = '../pozo-steep-vegetated-pcl.npy'\npts = np.load(fn)\nx, y, z, c = pts[:, 0], pts[:, 1], pts[:, 2], pts[:, 5]\nix = (0.2 * (x - x.min())).astype('int')\niy = (0.2 * (y - y.min())).astype('int')\n\nshape = (100, 100)\nxb = np.arange(shape[1]+1)\nyb = np.arange(shape[0]+1)\nfg, ax = pl.subplots(ncols = 2, nrows = 2,\n figsize = (10.24, 10.24),\n sharex = True, sharey = True)\n\nuc = (2, 5)\nfor j in range(len(uc)):\n print('Class %i' % uc[j])\n b = c == uc[j]\n cx, cy, cz = ix[b], iy[b], z[b]\n\n mean = np.zeros(shape)\n stdr = np.zeros(shape)\n for i in range(shape[0]):\n print('% 3d%%' % i)\n for k in range(shape[1]):\n b = (cy == i) * (cx == k)\n mean[i, k] = cz[b].mean()\n stdr[i, k] = cz[b].std()\n\n fname = 'pozo_5m_dem_mean_cl%i.tif' % uc[j]\n WriteGTiff(fname, mean, x.min(), y.min()+500, step = 5)\n np.save('pozo_5m_dem_mean_cl%i.npy' % uc[j], mean)\n np.save('pozo_5m_dem_stdr_cl%i.npy' % uc[j], stdr)\n ax[0, j].set_title('Class %i' % uc[j])\n im = ax[0, j].pcolormesh(xb, yb,\n np.ma.masked_invalid(mean),\n cmap = pl.cm.viridis_r)\n cb = fg.colorbar(im, ax = ax[0, j])\n cb.set_label('Mean elevation [m]')\n\n im = ax[1, j].pcolormesh(xb, yb,\n np.ma.masked_invalid(stdr),\n cmap = pl.cm.magma_r)\n cb = fg.colorbar(im, ax = ax[1, j])\n cb.set_label('Elevation STD')\n ax[0, j].set_aspect('equal')\n ax[1, j].set_aspect('equal')\n\npl.savefig('%s.png' % sys.argv[0][:-3])"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6a9cdc6c74a18d65dd44c9480dd5e3953a78dd18
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # comtypes._meta helper module from ctypes import POINTER, c_void_p, cast import comtypes ################################################################ # metaclass for CoClass (in comtypes/__init__.py) def _wrap_coclass(self): # We are an IUnknown pointer, represented as a c_void_p instance, # but we really want this interface: itf = self._com_interfaces_[0] punk = cast(self, POINTER(itf)) result = punk.QueryInterface(itf) result.__dict__["__clsid"] = str(self._reg_clsid_) return result def _coclass_from_param(cls, ob if isinstance(obj, (cls._com_interfaces_[0], cls)): return obj raise TypeError(obj) # # The mro() of a POINTER(App) type, where class App is a subclass of CoClass: # # POINTER(App) # App # CoClass # c_void_p # _SimpleCData # _CData # object class _coclass_meta(type): # metaclass for CoClass # # When a CoClass subclass is created, create a POINTER(...) type # for that class, with bases <coclass> and c_void_p. Also, the # POINTER(...) type gets a __ctypes_from_outparam__ method which # will QueryInterface for the default interface: the first one on # the coclass' _com_interfaces_ list. def __new__(cls, name, bases, namespace): klass = type.__new__(cls, name, bases, namespace) if bases == (object,): return klass # XXX We should insist that a _reg_clsid_ is present. if "_reg_clsid_" in namespace: clsid = namespace["_reg_clsid_"] comtypes.com_coclass_registry[str(clsid)] = klass PTR = _coclass_pointer_meta("POINTER(%s)" % klass.__name__, (klass, c_void_p), {"__ctypes_from_outparam__": _wrap_coclass, "from_param": classmethod(_coclass_from_param), }) from ctypes import _pointer_type_cache _pointer_type_cache[klass] = PTR return klass # will not work if we change the order of the two base classes! class _coclass_pointer_meta(type(c_void_p), _coclass_meta): pass
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 40 • Unclosed '(' at line 17 - expected ')' • Block at line 23 has no indented body Fixes: • Add closing quote at line 40 • Add closing ')' bracket • Review code syntax
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 3
| 2
| 2,224
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# comtypes._meta helper module\r\nfrom ctypes import POINTER, c_void_p, cast\r\nimport comtypes\r\n\r\n################################################################\r\n# metaclass for CoClass (in comtypes/__init__.py)\r\n\r\ndef _wrap_coclass(self):\r\n # We are an IUnknown pointer, represented as a c_void_p instance,\r\n # but we really want this interface:\r\n itf = self._com_interfaces_[0]\r\n punk = cast(self, POINTER(itf))\r\n result = punk.QueryInterface(itf)\r\n result.__dict__[\"__clsid\"] = str(self._reg_clsid_)\r\n return result\r\n\r\ndef _coclass_from_param(cls, ob\n if isinstance(obj, (cls._com_interfaces_[0], cls)):\r\n return obj\r\n raise TypeError(obj)\r\n\r\n#\r\n# The mro() of a POINTER(App) type, where class App is a subclass of CoClass:\r\n#\r\n# POINTER(App)\r\n# App\r\n# CoClass\r\n# c_void_p\r\n# _SimpleCData\r\n# _CData\r\n# object\r\n\r\nclass _coclass_meta(type):\r\n # metaclass for CoClass\r\n #\r\n # When a CoClass subclass is created, create a POINTER(...) type\r\n # for that class, with bases <coclass> and c_void_p. Also, the\r\n # POINTER(...) type gets a __ctypes_from_outparam__ method which\r\n # will QueryInterface for the default interface: the first one on\r\n # the coclass' _com_interfaces_ list.\r\n def __new__(cls, name, bases, namespace):\r\n klass = type.__new__(cls, name, bases, namespace)\r\n if bases == (object,):\r\n return klass\r\n # XXX We should insist that a _reg_clsid_ is present.\r\n if \"_reg_clsid_\" in namespace:\r\n clsid = namespace[\"_reg_clsid_\"]\r\n comtypes.com_coclass_registry[str(clsid)] = klass\r\n PTR = _coclass_pointer_meta(\"POINTER(%s)\" % klass.__name__,\r\n (klass, c_void_p),\r\n {\"__ctypes_from_outparam__\": _wrap_coclass,\r\n \"from_param\": classmethod(_coclass_from_param),\r\n })\r\n from ctypes import _pointer_type_cache\r\n _pointer_type_cache[klass] = PTR\r\n\r\n return klass\r\n\r\n# will not work if we change the order of the two base classes!\r\nclass _coclass_pointer_meta(type(c_void_p), _coclass_meta):\r\n pass"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 40\n \u2022 Unclosed '(' at line 17 - expected ')'\n \u2022 Block at line 23 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 40\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
6a9cfc593e93acc1f1c0f3afda04be08e714940c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: ################################################################################ ## ## This library is free software; you can redistribute it and/or ## modify it under the terms of the GNU Lesser General Public ## License as published by the Free Software Foundation; either ## version 2.1 of the License, or (at your option) any later version. ## ## This library is distributed in the hope that it will be useful, ## but WITHOUT ANY WARRANTY; without even the implied warranty of ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU ## Lesser General Public License for more details. ## ## You should have received a copy of the GNU Lesser General Public ## License along with this library; if not, write to the Free Software ## Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA ## ## (C) Copyrights Dr. Michel F. Sanner and TSRI 2016 ## ################################################################################ ######################################################################### # # Date: Mai 2001 Authors: Michel Sanner, Daniel Stoffler # # sanner@scripps.edu # stoffler@scripps.edu # # Copyright: Michel Sanner, Daniel Stoffler and TSRI # ######################################################################### import Tkinter import math import types import sys import os from mglutil.util.callback import CallbackManager from mglutil.util.misc import ensureFontCase from optionsPanel import OptionsPanel from KeyboardEntry import KeyboardEntry class Dial(Tkinter.Frame, KeyboardEntry): """This class implements a Dial widget. The widget has a pointer that can be moved around a circle. The range corresponding to one full turn can be specified as well as the min and max values that are allowed. By defaults these are set to None meaning that there is no min or no max. One turn corresponds to 360 units by default. A dial can also operate in discrete mode (if self.increment is set to x). In this mode the values will be restrained to be multiples of self.increment. The Widget has a Callback manager. Callback functions get called at every value change if self.contiguous is set to 1, else they get called when the mouse button is released. They always get called with the current value as an argument. An optional label can be displayed at the center of the Dial widget. The size of the dial has to be specified at instanciation. Other parameters can be set after the widget has been created. The widget tried to adjust automatically the size of the arrow according to the size of the dial. The widget has a configure() method: type, min, max, increment, precision, showLabel, value, continuous, oneTurn can be set this way. master, labCfg and size can be passed only to the constructor. a lock() method is used to disable the various gui components of the options panel. Usage: <instance>.lock(<component>=<value>) components see configure(). value is 0 or 1. 1 disables, 0 enables. Setting values with incre ... [code truncated] ...
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 45 • SyntaxError: unterminated triple-quoted string literal (detected at line 76) at line 45 Fix: Change operator back to correct one
|
advanced
|
ui
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 3,032
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n################################################################################\n##\n## This library is free software; you can redistribute it and/or\n## modify it under the terms of the GNU Lesser General Public\n## License as published by the Free Software Foundation; either\n## version 2.1 of the License, or (at your option) any later version.\n## \n## This library is distributed in the hope that it will be useful,\n## but WITHOUT ANY WARRANTY; without even the implied warranty of\n## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU\n## Lesser General Public License for more details.\n## \n## You should have received a copy of the GNU Lesser General Public\n## License along with this library; if not, write to the Free Software\n## Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA\n##\n## (C) Copyrights Dr. Michel F. Sanner and TSRI 2016\n##\n################################################################################\n\n#########################################################################\n#\n# Date: Mai 2001 Authors: Michel Sanner, Daniel Stoffler\n#\n# sanner@scripps.edu\n# stoffler@scripps.edu\n#\n# Copyright: Michel Sanner, Daniel Stoffler and TSRI\n#\n#########################################################################\n\nimport Tkinter\nimport math\nimport types\nimport sys\nimport os\n\nfrom mglutil.util.callback import CallbackManager\nfrom mglutil.util.misc import ensureFontCase\nfrom optionsPanel import OptionsPanel\n\nfrom KeyboardEntry import KeyboardEntry\n\nclass Dial(Tkinter.Frame, KeyboardEntry):\n \"\"\"This class implements a Dial widget.\nThe widget has a pointer that can be moved around a circle.\nThe range corresponding to one full turn can be specified as well as the min\nand max values that are allowed. By defaults these are set to None meaning that\nthere is no min or no max. One turn corresponds to 360 units by default.\nA dial can also operate in discrete mode (if self.increment is set to x). In\nthis mode the values will be restrained to be multiples of self.increment.\n\nThe Widget has a Callback manager. Callback functions get called at every value\nchange if self.contiguous is set to 1, else they get called when the mouse\nbutton is released. They always get called with the current value as an\nargument.\n\nAn optional label can be displayed at the center of the Dial widget.\nThe size of the dial has to be specified at instanciation. Other parameters\ncan be set after the widget has been created.\nThe widget tried to adjust automatically the size of the arrow according to\nthe size of the dial.\n\nThe widget has a configure() method: type, min, max, increment, precision,\nshowLabel, value, continuous, oneTurn can be set this way.\n\nmaster, labCfg and size can be passed only to the constructor.\n\na lock() method is used to disable the various gui components of the\noptions panel. Usage: <instance>.lock(<component>=<value>)\ncomponents see configure(). value is 0 or 1. 1 disables,\n0 enables.\n\nSetting values with incre\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 45\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 76) at line 45\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
6a9d299ac035789dcfbdc5b67b56e5ebe19176e2
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python ############################################################################ # # Copyright (C) 2016 The Qt Company Ltd. # Contact: https://www.qt.io/licensing/ # # This file is part of Qt Creator. # # Commercial License Usage # Licensees holding valid commercial Qt licenses may use this file in # accordance with the commercial license agreement provided with the # Software or, alternatively, in accordance with the terms contained in # a written agreement between you and The Qt Company. For licensing terms # and conditions see https://www.qt.io/terms-conditions. For further # information use the contact form at https://www.qt.io/contact-us. # # GNU General Public License Usage # Alternatively, this file may be used under the terms of the GNU # General Public License version 3 as published by the Free Software # Foundation with exceptions as appearing in the file LICENSE.GPL3-EXCEPT # included in the packaging of this file. Please review the following # information to ensure the GNU General Public License requirements will # be met: https://www.gnu.org/licenses/gpl-3.0.html. # ############################################################################ import os import sys import stat import difflib import inspect import getopt def referenceFile(): if sys.platform.startswith('linux'): filename = 'makeinstall.linux' elif sys.platform.startswith('win'): filename = 'makeinstall.windows' elif sys.platform == 'darwin': filename = 'makeinstall.darwin' else: print "Unsupported platform: ", sys.platform sys.exit(-1) scriptDir = os.path.dirname(inspect.getfile(inspect.currentframe())) return os.path.join(scriptDir,'..','tests', 'reference', filename) def readReferenceFile(): # read file with old diff f = open(referenceFile(), 'r'); filelist = [] for line in f: filelist.append(line) f.close() return filelist def generateReference(rootdir): fileDict = {} for root, subFolders, files in os.walk(rootdir): for file in (subFolders + files): f = os.path.join(root,file) perm = os.stat(f).st_mode & 0777 if os.path.getsize(f) == 0: print "'%s' is empty!" % f fileDict[f[len(rootdir)+1:]] = perm # generate new list formattedlist = [] for name, perm in sorted(fileDict.iteritems()): formattedlist.append("%o %s\n"% (perm, name)) return formattedlist; def usage(): print "Usage: %s [-g | --generate] <dir>" % os.path.basename(sys.argv[0]) def main(): generateMode = False try: opts, args = getopt.gnu_getopt(sys.argv[1:], 'hg', ['help', 'generate']) except: print str(err) usage() sys.exit(2) for o, a in opts: if o in ('-h', '--help'): usage() sys.exit(0) if o in ('-g', '--generate'): generateMode = True if len(args) != 1: usage() s ... [code truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF SyntaxError: leading zeros in decimal integer literals are not permitted; use an 0o prefix for octal integers at line 62 ⚠️ Code quality: Unexpected indentation at line 38 Unexpected indentation at line 40 Unexpected indentation at line 42 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 59 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 65 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 71 Unexpected indentation at line 78 Unexpected indentation at line 80 Unexpected indentation at line 82 Unexpected indentation at line 83 Unexpected indentation at line 84 Unexpected indentation at line 87 Unexpected indentation at line 88 Unexpected indentation at line 93 ✨ Improvements: Complete the expression on the last line Review code syntax
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 5
| 0
| 3,033
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n\n############################################################################\n#\n# Copyright (C) 2016 The Qt Company Ltd.\n# Contact: https://www.qt.io/licensing/\n#\n# This file is part of Qt Creator.\n#\n# Commercial License Usage\n# Licensees holding valid commercial Qt licenses may use this file in\n# accordance with the commercial license agreement provided with the\n# Software or, alternatively, in accordance with the terms contained in\n# a written agreement between you and The Qt Company. For licensing terms\n# and conditions see https://www.qt.io/terms-conditions. For further\n# information use the contact form at https://www.qt.io/contact-us.\n#\n# GNU General Public License Usage\n# Alternatively, this file may be used under the terms of the GNU\n# General Public License version 3 as published by the Free Software\n# Foundation with exceptions as appearing in the file LICENSE.GPL3-EXCEPT\n# included in the packaging of this file. Please review the following\n# information to ensure the GNU General Public License requirements will\n# be met: https://www.gnu.org/licenses/gpl-3.0.html.\n#\n############################################################################\n\nimport os\nimport sys\nimport stat\nimport difflib\nimport inspect\nimport getopt\n\ndef referenceFile():\n if sys.platform.startswith('linux'):\n filename = 'makeinstall.linux'\n elif sys.platform.startswith('win'):\n filename = 'makeinstall.windows'\n elif sys.platform == 'darwin':\n filename = 'makeinstall.darwin'\n else:\n print \"Unsupported platform: \", sys.platform\n sys.exit(-1)\n scriptDir = os.path.dirname(inspect.getfile(inspect.currentframe()))\n return os.path.join(scriptDir,'..','tests', 'reference', filename)\n\ndef readReferenceFile():\n # read file with old diff\n f = open(referenceFile(), 'r');\n filelist = []\n for line in f:\n filelist.append(line)\n f.close()\n return filelist\n\ndef generateReference(rootdir):\n fileDict = {}\n for root, subFolders, files in os.walk(rootdir):\n for file in (subFolders + files):\n f = os.path.join(root,file)\n perm = os.stat(f).st_mode & 0777\n if os.path.getsize(f) == 0:\n print \"'%s' is empty!\" % f\n fileDict[f[len(rootdir)+1:]] = perm\n\n # generate new list\n formattedlist = []\n for name, perm in sorted(fileDict.iteritems()):\n formattedlist.append(\"%o %s\\n\"% (perm, name))\n return formattedlist;\n\ndef usage():\n print \"Usage: %s [-g | --generate] <dir>\" % os.path.basename(sys.argv[0])\n\ndef main():\n generateMode = False\n try:\n opts, args = getopt.gnu_getopt(sys.argv[1:], 'hg', ['help', 'generate'])\n except:\n print str(err)\n usage()\n sys.exit(2)\n for o, a in opts:\n if o in ('-h', '--help'):\n usage()\n sys.exit(0)\n if o in ('-g', '--generate'):\n generateMode = True\n\n if len(args) != 1:\n usage()\n s\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: leading zeros in decimal integer literals are not permitted; use an 0o prefix for octal integers at line 62\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 38\n Unexpected indentation at line 40\n Unexpected indentation at line 42\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 59\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 65\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 71\n Unexpected indentation at line 78\n Unexpected indentation at line 80\n Unexpected indentation at line 82\n Unexpected indentation at line 83\n Unexpected indentation at line 84\n Unexpected indentation at line 87\n Unexpected indentation at line 88\n Unexpected indentation at line 93\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review code syntax"}]
| false
| null | null | null |
6a9d42bd307c1507375c76e403f46b3901bbf76d
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python3 # Copyright 2004-present Facebook. All Rights Reserved. import json import os import torch def load_experiment_specifications(experiment_directory): filename = os.path.join(experiment_directory, specifications_filename) if not os.path.isfile(filename): raise Exception( "The experiment directory ({}) does not include specifications file " + '"specs.json"'.format(experiment_directory) ) return json.load(open(filename)) def load_model_parameters(experiment_directory, checkpoint, decoder): filename = os.path.join( experiment_directory, model_params_subdir, checkpoint + ".pth" ) if not os.path.isfile(filename): raise Exception('model state dict "{}" does not exist'.format(filename)) data = torch.load(filename) decoder.load_state_dict(data["model_state_dict"]) return data["epoch"] def build_decoder(experiment_directory, experiment_specs): arch = __import__( "networks." + experiment_specs["NetworkArch"], fromlist=["Decoder"] ) latent_size = experiment_specs["CodeLength"] decoder = arch.Decoder(latent_size, **experiment_specs["NetworkSpecs"]).cuda() return decoder def load_decoder( experiment_directory, experiment_specs, checkpoint, data_parallel=True ): decoder = build_decoder(experiment_directory, experiment_specs) if data_parallel: decoder = torch.nn.DataParallel(decoder) epoch = load_model_parameters(experiment_directory, checkpoint, decoder) return (decoder, epoch) def load_latent_vectors(experiment_directory, checkpoint): filename = os.path.join( experiment_directory, latent_codes_subdir, checkpoint + ".pth" ) if not os.path.isfile(filename): raise Exception( "The experiment directory ({}) does not include a latent code file" + " for checkpoint '{}'".format(experiment_directory, checkpoint) ) data = torch.load(filename) if isinstance(data["latent_codes"], torch.Tensor): num_vecs = data["latent_codes"].size()[0] lat_vecs = [] for i in range(num_vecs): lat_vecs.append(data["latent_codes"][i].cuda()) return lat_vecs else: num_embeddings, embedding_dim = data["latent_codes"]["weight"].shape lat_vecs = torch.nn.Embedding(num_embeddings, embedding_dim) lat_vecs.load_state_dict(data["latent_codes"]) return lat_vecs.weight.data.detach() def get_data_source_map_filename(data_dir): return os.path.join(data_dir, data_source_map_filename) def get_reconstructed_mesh_filename( experiment_dir, epoch, dataset, class_name, instance_name ): return os.path.join( experiment_dir, reconstructions_subdir, str(epoch), reconstruction_meshes_subdir, dataset, class_name, instance_name + ".ply", ) ... [6 more functiondefs truncated] ...
|
Functions: load_experiment_specifications, load_model_parameters, build_decoder, load_decoder, load_latent_vectors This code demonstrates Pythoncode:Python programming.
|
advanced
|
database
|
code_explanation
|
Pythoncode:Python
| 7
| 0
| 2,996
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python3\n# Copyright 2004-present Facebook. All Rights Reserved.\n\nimport json\nimport os\nimport torch\n\ndef load_experiment_specifications(experiment_directory):\n\n filename = os.path.join(experiment_directory, specifications_filename)\n\n if not os.path.isfile(filename):\n raise Exception(\n \"The experiment directory ({}) does not include specifications file \"\n + '\"specs.json\"'.format(experiment_directory)\n )\n\n return json.load(open(filename))\n\n\ndef load_model_parameters(experiment_directory, checkpoint, decoder):\n\n filename = os.path.join(\n experiment_directory, model_params_subdir, checkpoint + \".pth\"\n )\n\n if not os.path.isfile(filename):\n raise Exception('model state dict \"{}\" does not exist'.format(filename))\n\n data = torch.load(filename)\n\n decoder.load_state_dict(data[\"model_state_dict\"])\n\n return data[\"epoch\"]\n\n\ndef build_decoder(experiment_directory, experiment_specs):\n\n arch = __import__(\n \"networks.\" + experiment_specs[\"NetworkArch\"], fromlist=[\"Decoder\"]\n )\n\n latent_size = experiment_specs[\"CodeLength\"]\n\n decoder = arch.Decoder(latent_size, **experiment_specs[\"NetworkSpecs\"]).cuda()\n\n return decoder\n\n\ndef load_decoder(\n experiment_directory, experiment_specs, checkpoint, data_parallel=True\n):\n\n decoder = build_decoder(experiment_directory, experiment_specs)\n\n if data_parallel:\n decoder = torch.nn.DataParallel(decoder)\n\n epoch = load_model_parameters(experiment_directory, checkpoint, decoder)\n\n return (decoder, epoch)\n\n\ndef load_latent_vectors(experiment_directory, checkpoint):\n\n filename = os.path.join(\n experiment_directory, latent_codes_subdir, checkpoint + \".pth\"\n )\n\n if not os.path.isfile(filename):\n raise Exception(\n \"The experiment directory ({}) does not include a latent code file\"\n + \" for checkpoint '{}'\".format(experiment_directory, checkpoint)\n )\n\n data = torch.load(filename)\n\n if isinstance(data[\"latent_codes\"], torch.Tensor):\n\n num_vecs = data[\"latent_codes\"].size()[0]\n\n lat_vecs = []\n for i in range(num_vecs):\n lat_vecs.append(data[\"latent_codes\"][i].cuda())\n\n return lat_vecs\n\n else:\n\n num_embeddings, embedding_dim = data[\"latent_codes\"][\"weight\"].shape\n\n lat_vecs = torch.nn.Embedding(num_embeddings, embedding_dim)\n\n lat_vecs.load_state_dict(data[\"latent_codes\"])\n\n return lat_vecs.weight.data.detach()\n\n\ndef get_data_source_map_filename(data_dir):\n return os.path.join(data_dir, data_source_map_filename)\n\n\ndef get_reconstructed_mesh_filename(\n experiment_dir, epoch, dataset, class_name, instance_name\n):\n\n return os.path.join(\n experiment_dir,\n reconstructions_subdir,\n str(epoch),\n reconstruction_meshes_subdir,\n dataset,\n class_name,\n instance_name + \".ply\",\n )\n\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: load_experiment_specifications, load_model_parameters, build_decoder, load_decoder, load_latent_vectors\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6a9da9d2fe8534cba2998ec7d3c2190abe55abec
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from EmoPy.src.fermodel import FERModel from EmoPy.src.directory_data_loader import DirectoryDataLoader from EmoPy.src.csv_data_loader import CSVDataLoader from EmoPy.src.data_generator import DataGenerator from EmoPy.src.neuralnets import ConvolutionalNNDropout from sklearn.model_selection import train_test_split import numpy as np from pkg_resources import resource_filename,resource_exists validation_split = 0.15 target_dimensions = (48, 48) channels = 1 verbose = True print('--------------- Convolutional Dropout Model -------------------') print('Loading data...') directory_path = resource_filename('EmoPy.examples','image_data/sample_image_directory') data_loader = DirectoryDataLoader(datapath=directory_path, validation_split=validation_split) dataset = data_loader.load_data() if verbose: dataset.print_data_details() ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: print('Preparing training/testing data...') train_images, train_labels = dataset.get_training_data() train_gen = DataGenerator().fit(train_images, train_labels) test_images, test_labels = dataset.get_test_data()
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 841
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom EmoPy.src.fermodel import FERModel\nfrom EmoPy.src.directory_data_loader import DirectoryDataLoader\nfrom EmoPy.src.csv_data_loader import CSVDataLoader\nfrom EmoPy.src.data_generator import DataGenerator\nfrom EmoPy.src.neuralnets import ConvolutionalNNDropout\nfrom sklearn.model_selection import train_test_split\nimport numpy as np\n\nfrom pkg_resources import resource_filename,resource_exists\n\nvalidation_split = 0.15\n\ntarget_dimensions = (48, 48)\nchannels = 1\nverbose = True\n\nprint('--------------- Convolutional Dropout Model -------------------')\nprint('Loading data...')\ndirectory_path = resource_filename('EmoPy.examples','image_data/sample_image_directory')\ndata_loader = DirectoryDataLoader(datapath=directory_path, validation_split=validation_split)\ndataset = data_loader.load_data()\n\n\nif verbose:\n dataset.print_data_details()\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n\nprint('Preparing training/testing data...')\ntrain_images, train_labels = dataset.get_training_data()\ntrain_gen = DataGenerator().fit(train_images, train_labels)\ntest_images, test_labels = dataset.get_test_data()"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
6a9e779e59feb114fa5c597307d0f0ba536c3a82
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from jinja2 import nodes from jinja2.ext import Extension class TestExtension(Extension): tags = {'test_ext'} def parse(self, parser): return nodes.Const("This is test extension")
|
Functions: parse Classes: TestExtension This code demonstrates Pythoncode:Python programming.
|
beginner
|
testing
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 189
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom jinja2 import nodes\nfrom jinja2.ext import Extension\n\nclass TestExtension(Extension):\n tags = {'test_ext'}\n def parse(self, parser): return nodes.Const(\"This is test extension\")"}, {"role": "assistant", "content": " Functions: parse\n Classes: TestExtension\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6a9f3ae293c23801e109a6d38cb1d3e6cf12238a
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python3 ################################################################################ # Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved. # # Permission is hereby granted, free of charge, to any person obtaining a # copy of this software and associated documentation files (the "Software"), # to deal in the Software without restriction, including without limitation # the rights to use, copy, modify, merge, publish, distribute, sublicense, # and/or sell copies of the Software, and to permit persons to whom the # Software is furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in # all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL # THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING # FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER # DEALINGS IN THE SOFTWARE. ################################################################################ import sys ... [9 more classdefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 1,363
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n################################################################################\n# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.\n#\n# Permission is hereby granted, free of charge, to any person obtaining a\n# copy of this software and associated documentation files (the \"Software\"),\n# to deal in the Software without restriction, including without limitation\n# the rights to use, copy, modify, merge, publish, distribute, sublicense,\n# and/or sell copies of the Software, and to permit persons to whom the\n# Software is furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in\n# all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL\n# THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER\n# DEALINGS IN THE SOFTWARE.\n################################################################################\n\nimport sys\n\n ... [9 more classdefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6a9f71d63576d36e576c5ed1a561ba09b6a33e88
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # # Copyright (c) 2015-2019 Thierry Florac <tflorac AT ulthar.net> # All Rights Reserved. # # This software is subject to the provisions of the Zope Public License, # Version 2.1 (ZPL). A copy of the ZPL should accompany this distribution. # THIS SOFTWARE IS PROVIDED "AS IS" AND ANY AND ALL EXPRESS OR IMPLIED # WARRANTIES ARE DISCLAIMED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED # WARRANTIES OF TITLE, MERCHANTABILITY, AGAINST INFRINGEMENT, AND FITNESS # FOR A PARTICULAR PURPOSE. # """ Generic test cases for pyams_i18n doctests """ __docformat__ = 'restructuredtext' import os import sys def get_package_dir(value): """Get package directory""" package_dir = os.path.split(value)[0] if package_dir not in sys.path: sys.path.append(package_dir) ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 776
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#\n# Copyright (c) 2015-2019 Thierry Florac <tflorac AT ulthar.net>\n# All Rights Reserved.\n#\n# This software is subject to the provisions of the Zope Public License,\n# Version 2.1 (ZPL). A copy of the ZPL should accompany this distribution.\n# THIS SOFTWARE IS PROVIDED \"AS IS\" AND ANY AND ALL EXPRESS OR IMPLIED\n# WARRANTIES ARE DISCLAIMED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED\n# WARRANTIES OF TITLE, MERCHANTABILITY, AGAINST INFRINGEMENT, AND FITNESS\n# FOR A PARTICULAR PURPOSE.\n#\n\n\"\"\"\nGeneric test cases for pyams_i18n doctests\n\"\"\"\n\n__docformat__ = 'restructuredtext'\n\nimport os\nimport sys\n\n\ndef get_package_dir(value):\n \"\"\"Get package directory\"\"\"\n\n package_dir = os.path.split(value)[0]\n if package_dir not in sys.path:\n sys.path.append(package_dir)\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
6a9fcd8ecc089595a2ffc3a48b4ee67000ac218d
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import os import pytest import torch from hivemind import RemoteExpert from hivemind.moe.server import background_server CUSTOM_EXPERTS_PATH = os.path.join(os.path.dirname(__file__), "test_utils", "custom_networks.py") @pytest.mark.forked def test_custom_expert(hid_dim=16): with background_server( expert_cls="perceptron", num_experts=2, device="cpu", hidden_dim=hid_dim, num_handlers=2, no_dht=True, custom_module_path=CUSTOM_EXPERTS_PATH, ) as (server_endpoint, _): expert0 = RemoteExpert("expert.0", server_endpoint) expert1 = RemoteExpert("expert.1", server_endpoint) for batch_size in (1, 4): batch = torch.randn(batch_size, hid_dim) output0 = expert0(batch) output1 = expert1(batch) loss = output0.sum() loss.backward() loss = output1.sum() loss.backward() @pytest.mark.forked def test_multihead_expert(hid_dim=16): with background_server( expert_cls="multihead", num_experts=2, device="cpu", hidden_dim=hid_dim, num_handlers=2, no_dht=True, custom_module_path=CUSTOM_EXPERTS_PATH, ) as (server_endpoint, _): expert0 = RemoteExpert("expert.0", server_endpoint) expert1 = RemoteExpert("expert.1", server_endpoint) for batch_size in (1, 4): batch = ( torch.randn(batch_size, hid_dim), torch.randn(batch_size, 2 * hid_dim), torch.randn(batch_size, 3 * hid_dim), ) output0 = expert0(*batch) output1 = expert1(*batch) loss = output0.sum() loss.backward() loss = output1.sum() loss.backward()
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,811
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\n\nimport pytest\nimport torch\n\nfrom hivemind import RemoteExpert\nfrom hivemind.moe.server import background_server\n\nCUSTOM_EXPERTS_PATH = os.path.join(os.path.dirname(__file__), \"test_utils\", \"custom_networks.py\")\n\n\n@pytest.mark.forked\ndef test_custom_expert(hid_dim=16):\n with background_server(\n expert_cls=\"perceptron\",\n num_experts=2,\n device=\"cpu\",\n hidden_dim=hid_dim,\n num_handlers=2,\n no_dht=True,\n custom_module_path=CUSTOM_EXPERTS_PATH,\n ) as (server_endpoint, _):\n expert0 = RemoteExpert(\"expert.0\", server_endpoint)\n expert1 = RemoteExpert(\"expert.1\", server_endpoint)\n\n for batch_size in (1, 4):\n batch = torch.randn(batch_size, hid_dim)\n\n output0 = expert0(batch)\n output1 = expert1(batch)\n\n loss = output0.sum()\n loss.backward()\n loss = output1.sum()\n loss.backward()\n\n\n@pytest.mark.forked\ndef test_multihead_expert(hid_dim=16):\n with background_server(\n expert_cls=\"multihead\",\n num_experts=2,\n device=\"cpu\",\n hidden_dim=hid_dim,\n num_handlers=2,\n no_dht=True,\n custom_module_path=CUSTOM_EXPERTS_PATH,\n ) as (server_endpoint, _):\n expert0 = RemoteExpert(\"expert.0\", server_endpoint)\n expert1 = RemoteExpert(\"expert.1\", server_endpoint)\n\n for batch_size in (1, 4):\n batch = (\n torch.randn(batch_size, hid_dim),\n torch.randn(batch_size, 2 * hid_dim),\n torch.randn(batch_size, 3 * hid_dim),\n )\n\n output0 = expert0(*batch)\n output1 = expert1(*batch)\n\n loss = output0.sum()\n loss.backward()\n loss = output1.sum()\n loss.backward()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18"}]
| false
| null | null | null |
6a9fd697438b33b3c4d1fb77bd83291ab92dfcca
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- __author__ = "Ringo" ''' 价格动量 策略 (难度：初级) 参考: https://www.shinnytech.com/blog/momentum-strategy/ 注: 该示例策略仅用于功能示范, 实盘时请根据自己的策略/经验进行修改 ''' from tqsdk import TqAccount, TqApi, TargetPosTask # 设置指定合约,获取N条K线计算价格动量 SYMBOL = "SHFE.au1912" N = 15 api = TqApi() klines = api.get_kline_serial(SYMBOL, 60*60*24, N) quote = api.get_quote(SYMBOL) target_pos = TargetPosTask(api, SYMBOL) position = api.get_position(SYMBOL) # 编写价格动量函数AR，以前N-1日K线计算价格动量ar def AR(kline1): spread_ho = sum(kline1.high[:-1] - kline1.open[:-1]) spread_oc = sum(kline1.open[:-1] - kline1.low[:-1]) # spread_oc 为0时，设置为最小价格跳动值 if spread_oc == 0: spread_oc = quote.price_tick ar = (spread_ho/spread_oc)*100 return ar ar = AR(klines) print("策略开始启动") while True: api.wait_update() # 生成新K线时，重新计算价格动量值ar if api.is_changing(klines.iloc[-1], "datetime"): ar = AR(klines) print("价格动量是：", ar) # 每次最新价发生变动时，重新进行判断 if api.is_changing(quote, "last_price"): # 开仓策略 if position.pos_long == 0 and position.pos_short == 0: # 如果ar大于110并且小于150，开多仓 if 110 < ar < 150: print("价值动量超过110，小于150，做多") target_pos.set_target_volume(100) # 如果ar大于50，小于90，开空仓 elif 50 < ar < 90: print("价值动量大于50，小于90，做空") target_pos.set_target_volume(-100) # 止损策略，多头下当前ar值小于90则平仓止损，空头下当前ar值大于110则平仓止损 elif (position.pos_long > 0 and ar < 90) or (position.pos_short > 0 and ar > 110): print("止损平仓") target_pos.set_target_volume(0)
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 5 ⚠️ Warnings: Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 32 💡 Suggestions: Add closing quote at line 5 Add docstring to function 'AR' Remove debug print() at line 38 before production
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 1
| 0
| 1,639
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n__author__ = \"Ringo\"\n\n'''\n\u4ef7\u683c\u52a8\u91cf \u7b56\u7565 (\u96be\u5ea6\uff1a\u521d\u7ea7)\n\u53c2\u8003: https://www.shinnytech.com/blog/momentum-strategy/\n\u6ce8: \u8be5\u793a\u4f8b\u7b56\u7565\u4ec5\u7528\u4e8e\u529f\u80fd\u793a\u8303, \u5b9e\u76d8\u65f6\u8bf7\u6839\u636e\u81ea\u5df1\u7684\u7b56\u7565/\u7ecf\u9a8c\u8fdb\u884c\u4fee\u6539\n'''\n\nfrom tqsdk import TqAccount, TqApi, TargetPosTask\n\n# \u8bbe\u7f6e\u6307\u5b9a\u5408\u7ea6,\u83b7\u53d6N\u6761K\u7ebf\u8ba1\u7b97\u4ef7\u683c\u52a8\u91cf\nSYMBOL = \"SHFE.au1912\"\nN = 15\n\napi = TqApi()\nklines = api.get_kline_serial(SYMBOL, 60*60*24, N)\nquote = api.get_quote(SYMBOL)\ntarget_pos = TargetPosTask(api, SYMBOL)\nposition = api.get_position(SYMBOL)\n\n# \u7f16\u5199\u4ef7\u683c\u52a8\u91cf\u51fd\u6570AR\uff0c\u4ee5\u524dN-1\u65e5K\u7ebf\u8ba1\u7b97\u4ef7\u683c\u52a8\u91cfar\n\n\ndef AR(kline1):\n spread_ho = sum(kline1.high[:-1] - kline1.open[:-1])\n spread_oc = sum(kline1.open[:-1] - kline1.low[:-1])\n # spread_oc \u4e3a0\u65f6\uff0c\u8bbe\u7f6e\u4e3a\u6700\u5c0f\u4ef7\u683c\u8df3\u52a8\u503c\n if spread_oc == 0:\n spread_oc = quote.price_tick\n ar = (spread_ho/spread_oc)*100\n return ar\n\n\nar = AR(klines)\n\nprint(\"\u7b56\u7565\u5f00\u59cb\u542f\u52a8\")\n\nwhile True:\n api.wait_update()\n # \u751f\u6210\u65b0K\u7ebf\u65f6\uff0c\u91cd\u65b0\u8ba1\u7b97\u4ef7\u683c\u52a8\u91cf\u503car\n if api.is_changing(klines.iloc[-1], \"datetime\"):\n ar = AR(klines)\n print(\"\u4ef7\u683c\u52a8\u91cf\u662f\uff1a\", ar)\n # \u6bcf\u6b21\u6700\u65b0\u4ef7\u53d1\u751f\u53d8\u52a8\u65f6\uff0c\u91cd\u65b0\u8fdb\u884c\u5224\u65ad\n if api.is_changing(quote, \"last_price\"):\n # \u5f00\u4ed3\u7b56\u7565\n if position.pos_long == 0 and position.pos_short == 0:\n # \u5982\u679car\u5927\u4e8e110\u5e76\u4e14\u5c0f\u4e8e150\uff0c\u5f00\u591a\u4ed3\n if 110 < ar < 150:\n print(\"\u4ef7\u503c\u52a8\u91cf\u8d85\u8fc7110\uff0c\u5c0f\u4e8e150\uff0c\u505a\u591a\")\n target_pos.set_target_volume(100)\n # \u5982\u679car\u5927\u4e8e50\uff0c\u5c0f\u4e8e90\uff0c\u5f00\u7a7a\u4ed3\n elif 50 < ar < 90:\n print(\"\u4ef7\u503c\u52a8\u91cf\u5927\u4e8e50\uff0c\u5c0f\u4e8e90\uff0c\u505a\u7a7a\")\n target_pos.set_target_volume(-100)\n\n # \u6b62\u635f\u7b56\u7565\uff0c\u591a\u5934\u4e0b\u5f53\u524dar\u503c\u5c0f\u4e8e90\u5219\u5e73\u4ed3\u6b62\u635f\uff0c\u7a7a\u5934\u4e0b\u5f53\u524dar\u503c\u5927\u4e8e110\u5219\u5e73\u4ed3\u6b62\u635f\n elif (position.pos_long > 0 and ar < 90) or (position.pos_short > 0 and ar > 110):\n print(\"\u6b62\u635f\u5e73\u4ed3\")\n target_pos.set_target_volume(0)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 5\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 32\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 5\n Add docstring to function 'AR'\n Remove debug print() at line 38 before production"}]
| false
| null | null | null |
6aa02482ee4345f8d62c98b8785e029ed85945dd
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # import the necessary packages import numpy as np import cv2 import imutils ... [7 more functiondefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 126
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# import the necessary packages\nimport numpy as np\nimport cv2\nimport imutils\n\n\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6aa1d7c9f54267d6e42717a153600f7e111a7f9f
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from Library.CreateATree import CreateATree tree = CreateATree.BinarySearchTree() nodesList = list((4, 5, 1, 3, 2)) for i in range(0, len(nodesList)): ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: tree.insert(nodesList[i]) #tree.printInorder() tree.printPreorder() #tree.printPostorder()
|
intermediate
|
general
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 152
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom Library.CreateATree import CreateATree\n\ntree = CreateATree.BinarySearchTree()\nnodesList = list((4, 5, 1, 3, 2))\n\nfor i in range(0, len(nodesList)):\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 tree.insert(nodesList[i])\n\n#tree.printInorder()\ntree.printPreorder()\n#tree.printPostorder()"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6aa21222a53d441e6c157bad6965004f0771b6e4
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # # VAZ Projects # # # Author: Marcelo Tellier Sartori Vaz <marcelotsvaz@gmail.com> from django.urls import path from . import views app_name = 'siteApp' urlpatterns = [ path( '', views.Home
|
Syntax Analysis: Syntax Errors Found: • Unclosed '[' at line 16 - expected ']' • Unclosed '(' at line 17 - expected ')' • SyntaxError: '(' was never closed at line 17 Fixes: • Add closing ']' bracket • Add closing ')' bracket • Review code syntax
|
intermediate
|
ui
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 207
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# \n# VAZ Projects\n# \n# \n# Author: Marcelo Tellier Sartori Vaz <marcelotsvaz@gmail.com>\n\n\n\nfrom django.urls import path\n\nfrom . import views\n\n\napp_name = 'siteApp'\n\nurlpatterns = [\n\tpath( '',\t\t\t\t\t\t\tviews.Home"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '[' at line 16 - expected ']'\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 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
6aa25f7e4d64679c81ca1e60dffb6ddf922f9c4c
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: ''' @author Tomáš Keske @since 10.8.2019 ''' import sys from jnius import autoclass from Conf.Conf import * class ServiceBase(): def __init__(self): PythonServiceClass = autoclass('org.kivy.android.PythonService') self.Context = autoclass('android.content.Context') self.Service = PythonServiceClass.mService #set autorestart to be imune to task swiping on Android 9 self.Service.setAutoRestartService(True) self.confDict = {k: v for k,v in globals().items() if k.isupper() and k.startswith("SMS")} for k, v in confDict.items(): setattr(self, k, v) def killGeneric(self, error): print(repr(error)) PythonService.setAutoRestartService(False) print("Autorestart of the service disabled.") print("Attempting to kill service permanently.") PythonService.stop() #service takes time to stop. flow thus continues to next block of code #sys.exit() is to prevent subsequent code from execution #both calls are neccesary to avoid "Scheduling restart of crashed service process" #in case we called only sys.exit() #this applies even if we have setAutoRestartService(False) print("Exiting python script") sys.exit()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
oop
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 1,286
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n'''\n@author Tom\u00e1\u0161 Keske\n@since 10.8.2019\n'''\n\nimport sys\nfrom jnius import autoclass\nfrom Conf.Conf import *\n\nclass ServiceBase():\n\n def __init__(self):\n\n PythonServiceClass = autoclass('org.kivy.android.PythonService')\n self.Context = autoclass('android.content.Context')\n self.Service = PythonServiceClass.mService\n\n #set autorestart to be imune to task swiping on Android 9\n self.Service.setAutoRestartService(True)\n\n self.confDict = {k: v for k,v in globals().items() if k.isupper() and k.startswith(\"SMS\")}\n\n for k, v in confDict.items():\n setattr(self, k, v)\n\n def killGeneric(self, error):\n\n print(repr(error))\n PythonService.setAutoRestartService(False)\n print(\"Autorestart of the service disabled.\")\n print(\"Attempting to kill service permanently.\")\n PythonService.stop()\n\n #service takes time to stop. flow thus continues to next block of code\n #sys.exit() is to prevent subsequent code from execution\n #both calls are neccesary to avoid \"Scheduling restart of crashed service process\"\n #in case we called only sys.exit()\n #this applies even if we have setAutoRestartService(False)\n print(\"Exiting python script\")\n sys.exit()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6aa2cafc9ca0f9283336142e3b81fea44a3587b3
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # api/queue/__init__.py import os from flask import Flask from flask_bootstrap import Bootstrap # instantiate the extensions bootstrap = Bootstrap() def create_app(script_info=None): # instantiate the app app = Flask( __name__, template_folder="../client/templates", static_folder="../client/static", ) # set config app_settings = os.getenv("APP_SETTINGS") app.config.from_object(app_settings) ... code continues ...
|
Completion: Missing: Function 'create_app' is incomplete - body truncated To complete: • Complete the function 'create_app' body and add missing return Example continuation: # set up extensions bootstrap.init_app(app) # register blueprints
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 449
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# api/queue/__init__.py\n\n\nimport os\n\nfrom flask import Flask\nfrom flask_bootstrap import Bootstrap\n\n# instantiate the extensions\nbootstrap = Bootstrap()\n\n\ndef create_app(script_info=None):\n\n # instantiate the app\n app = Flask(\n __name__,\n template_folder=\"../client/templates\",\n static_folder=\"../client/static\",\n )\n\n # set config\n app_settings = os.getenv(\"APP_SETTINGS\")\n app.config.from_object(app_settings)\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'create_app' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'create_app' body and add missing return\n\n Example continuation:\n\n # set up extensions\n bootstrap.init_app(app)\n\n # register blueprints"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
6aa359b860399eb8f9859835f9d9ac0f53b4de56
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import adblock import pytest SMALL_FILTER_LIST = """ ||wikipedia.org^ ||old.reddit.com^ ||lobste.rs^ """ def empty_engine(): return adblock.Engine(adblock.FilterSet()) def test_engine_creation_and_blocking(): filter_set = adblock.FilterSet(debug=True) filter_set.add_filter_list(SMALL_FILTER_LIST) engine = adblock.Engine(filter_set=filter_set) blocker_result_wikipedia = engine.check_network_urls( url="https://wikipedia.org/img.png", source_url="https://google.com/", request_type="image", ) assert isinstance(blocker_result_wikipedia, adblock.BlockerResult) assert blocker_result_wikipedia.matched blocker_result_facebook = engine.check_network_urls( "https://facebook.com/directory/img.png", "https://old.reddit.com/r/all", "image", ) assert isinstance(blocker_result_facebook, adblock.BlockerResult) assert not blocker_result_facebook.matched def test_serde_file(tmpdir): path = str(tmpdir / "cache.dat") engine0 = empty_engine() with pytest.raises(FileNotFoundError): # We haven't created the cache.dat file, so we should get an exception # when attempting to deserialize. engine0.deserialize_from_file(path)
|
engine1 = empty_engine() serialization_result = engine1.serialize_to_file(path) assert serialization_result is None engine2 = empty_engine() deserialization_result = engine2.deserialize_from_file(path) assert deserialization_result is None def test_deserialize_corrupt(tmpdir): path = str(tmpdir / "corrupt_cache.dat") with open(path, "w", encoding="utf-8") as f: f.write("abc") engine = empty_engine() with pytest.raises(adblock.DeserializationError): engine.deserialize_from_file(path) with pytest.raises(adblock.DeserializationError): engine.deserialize(b"abc") def test_serde(): engine = empty_engine() serialization_result = engine.serialize() assert isinstance(serialization_result, bytes) engine2 = empty_engine() deserialization_result = engine2.deserialize(serialization_result) assert deserialization_result is None
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 5
| 0
| 2,183
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport adblock\nimport pytest\n\nSMALL_FILTER_LIST = \"\"\"\n||wikipedia.org^\n||old.reddit.com^\n||lobste.rs^\n\"\"\"\n\n\ndef empty_engine():\n return adblock.Engine(adblock.FilterSet())\n\n\ndef test_engine_creation_and_blocking():\n filter_set = adblock.FilterSet(debug=True)\n filter_set.add_filter_list(SMALL_FILTER_LIST)\n engine = adblock.Engine(filter_set=filter_set)\n\n blocker_result_wikipedia = engine.check_network_urls(\n url=\"https://wikipedia.org/img.png\",\n source_url=\"https://google.com/\",\n request_type=\"image\",\n )\n assert isinstance(blocker_result_wikipedia, adblock.BlockerResult)\n assert blocker_result_wikipedia.matched\n\n blocker_result_facebook = engine.check_network_urls(\n \"https://facebook.com/directory/img.png\",\n \"https://old.reddit.com/r/all\",\n \"image\",\n )\n assert isinstance(blocker_result_facebook, adblock.BlockerResult)\n assert not blocker_result_facebook.matched\n\n\ndef test_serde_file(tmpdir):\n path = str(tmpdir / \"cache.dat\")\n\n engine0 = empty_engine()\n with pytest.raises(FileNotFoundError):\n # We haven't created the cache.dat file, so we should get an exception\n # when attempting to deserialize.\n engine0.deserialize_from_file(path)"}, {"role": "assistant", "content": "\n engine1 = empty_engine()\n serialization_result = engine1.serialize_to_file(path)\n assert serialization_result is None\n\n engine2 = empty_engine()\n deserialization_result = engine2.deserialize_from_file(path)\n assert deserialization_result is None\n\n\ndef test_deserialize_corrupt(tmpdir):\n path = str(tmpdir / \"corrupt_cache.dat\")\n with open(path, \"w\", encoding=\"utf-8\") as f:\n f.write(\"abc\")\n\n engine = empty_engine()\n with pytest.raises(adblock.DeserializationError):\n engine.deserialize_from_file(path)\n with pytest.raises(adblock.DeserializationError):\n engine.deserialize(b\"abc\")\n\n\ndef test_serde():\n engine = empty_engine()\n serialization_result = engine.serialize()\n assert isinstance(serialization_result, bytes)\n\n engine2 = empty_engine()\n deserialization_result = engine2.deserialize(serialization_result)\n assert deserialization_result is None"}]
| false
| null | null | null |
6aa447f55a379751c7664d4eb5818450b99462c4
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from rest_framework.routers import SimpleRouter from .views.upgrade_notice import UpgradeNoticeViewSet router = SimpleRouter(trailing_slash=False router.register('upgrade_notice', UpgradeNoticeViewSet, basename='upgrade_notice') Error: SyntaxError: unmatched brackets
|
Fixed Code: from rest_framework.routers import SimpleRouter from .views.upgrade_notice import UpgradeNoticeViewSet router = SimpleRouter(trailing_slash=False) router.register('upgrade_notice', UpgradeNoticeViewSet, basename='upgrade_notice') Explanation: Add missing ')' bracket at line 5
|
intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 231
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom rest_framework.routers import SimpleRouter\n\nfrom .views.upgrade_notice import UpgradeNoticeViewSet\n\nrouter = SimpleRouter(trailing_slash=False\nrouter.register('upgrade_notice', UpgradeNoticeViewSet, basename='upgrade_notice')\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom rest_framework.routers import SimpleRouter\n\nfrom .views.upgrade_notice import UpgradeNoticeViewSet\n\nrouter = SimpleRouter(trailing_slash=False)\nrouter.register('upgrade_notice', UpgradeNoticeViewSet, basename='upgrade_notice')\n\n\n Explanation: Add missing ')' bracket at line 5"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
6aa4b1f3d6675f767aaa7329c04a4c62bcde0e63
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: ''' Largest rectangle area in a histogram:: Find the largest rectangular area possible in a given histogram where the largest rectangle can be made of a number of contiguous bars. For simplicity, assume that all bars have same width and the width is 1 unit. ''' def max_area_histogram(histogram): stack = list() max_area = 0 # Initialize max area index = 0 while index < len(histogram): if (not stack) or (histogram[stack[-1]] <= histogram[index]): stack.append(index) index += 1 else: top_of_stack = stack.pop() area = (histogram[top_of_stack] * ((index - stack[-1] - 1) if stack else index)) max_area = max(max_area, area) while stack: top_of_stack = stack.pop() area = (histogram[top_of_stack] * ((index - stack[-1] - 1) if stack else index)) max_area = max(max_area, area) return max_area hist = [4, 7, 1, 8, 4, 9, 5] print("Maximum area is", max_area_histogram(hist))
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 Block at line 2 has no indented body ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 30 ✨ Improvements: Add closing quote at line 1 Add docstring to function 'max_area_histogram' Line 3 too long (136 chars) - break into multiple lines Remove debug print() at line 35 before production
|
intermediate
|
general
|
code_review
|
Pythoncode:Python
| 1
| 0
| 1,048
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n'''\nLargest rectangle area in a histogram::\nFind the largest rectangular area possible in a given histogram where the largest rectangle can be made of a number of contiguous bars. \nFor simplicity, assume that all bars have same width and the width is 1 unit.\n'''\n\ndef max_area_histogram(histogram): \n \n stack = list() \n \n max_area = 0 # Initialize max area \n\n index = 0\n\n while index < len(histogram): \n \n if (not stack) or (histogram[stack[-1]] <= histogram[index]): \n stack.append(index) \n index += 1\n else: \n top_of_stack = stack.pop() \n area = (histogram[top_of_stack] * ((index - stack[-1] - 1) if stack else index)) \n max_area = max(max_area, area) \n \n while stack: \n top_of_stack = stack.pop() \n area = (histogram[top_of_stack] * ((index - stack[-1] - 1) if stack else index)) \n \n max_area = max(max_area, area) \n \n return max_area \n\n\nhist = [4, 7, 1, 8, 4, 9, 5] \nprint(\"Maximum area is\", \nmax_area_histogram(hist))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n Block at line 2 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 30\n\n\u2728 Improvements:\n Add closing quote at line 1\n Add docstring to function 'max_area_histogram'\n Line 3 too long (136 chars) - break into multiple lines\n Remove debug print() at line 35 before production"}]
| false
| null | null | null |
6aa55947380a65f7c24093ff3b3feee2ac3b5948
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- def _commoncrypto_hashlib_to_crypto_map_get(hashfunc): hashlib_to_crypto_map = {hashlib.sha1: 1, hashlib.sha224: 2, hashlib.sha256: 3, hashlib.sha384: 4, hashlib.sha512: 5} crypto_hashfunc = hashlib_to_crypto_map.get(hashfunc) if crypto_hashfunc is None: raise ValueError('Unkwnown digest %s' % hashfunc) return crypto_hashfunc def _commoncrypto_pbkdf2(data, salt, iterations, digest, keylen): """Common Crypto compatibile wrapper """ c_hashfunc = ctypes.c_uint32(_commoncrypto_hashlib_to_crypto_map_get(digest)) c_pass = ctypes.c_char_p(data) c_passlen = ctypes.c_size_t(len(data)) c_salt = ctypes.c_char_p(salt) c_saltlen = ctypes.c_size_t(len(salt)) c_iter = ctypes.c_uint(iterations) c_keylen = ctypes.c_size_t(keylen) c_buff = ctypes.create_string_buffer(keylen) crypto.CCKeyDerivationPBKDF.restype = ctypes.c_int crypto.CCKeyDerivationPBKDF.argtypes = [ctypes.c_uint32, ctypes.c_char_p, ctypes.c_size_t, ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: ctypes.c_size_t, ctypes.c_uint32, ctypes.c_uint, ctypes.c_char_p, ctypes.c_size_t]
|
intermediate
|
ui
|
incomplete_code
|
Pythoncode:Python
| 3
| 0
| 1,217
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef _commoncrypto_hashlib_to_crypto_map_get(hashfunc):\n hashlib_to_crypto_map = {hashlib.sha1: 1,\n hashlib.sha224: 2,\n hashlib.sha256: 3,\n hashlib.sha384: 4,\n hashlib.sha512: 5}\n crypto_hashfunc = hashlib_to_crypto_map.get(hashfunc)\n if crypto_hashfunc is None:\n raise ValueError('Unkwnown digest %s' % hashfunc)\n return crypto_hashfunc\n\ndef _commoncrypto_pbkdf2(data, salt, iterations, digest, keylen):\n \"\"\"Common Crypto compatibile wrapper\n \"\"\"\n c_hashfunc = ctypes.c_uint32(_commoncrypto_hashlib_to_crypto_map_get(digest))\n c_pass = ctypes.c_char_p(data)\n c_passlen = ctypes.c_size_t(len(data))\n c_salt = ctypes.c_char_p(salt)\n c_saltlen = ctypes.c_size_t(len(salt))\n c_iter = ctypes.c_uint(iterations)\n c_keylen = ctypes.c_size_t(keylen)\n c_buff = ctypes.create_string_buffer(keylen)\n\n crypto.CCKeyDerivationPBKDF.restype = ctypes.c_int\n crypto.CCKeyDerivationPBKDF.argtypes = [ctypes.c_uint32,\n ctypes.c_char_p,\n ctypes.c_size_t,\n \n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n ctypes.c_size_t,\n ctypes.c_uint32,\n ctypes.c_uint,\n ctypes.c_char_p,\n ctypes.c_size_t]"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6aa62343269180c72e1026d8bfdc9d3fa9196b1e
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import sys import os import psycopg2 import base64 from cryptography.hazmat.primitives import serialization, hashes from cryptography.hazmat.primitives.asymmetric import padding, rsa from cryptography.hazmat.backends import default_backend import time if len(sys.argv) < 2: print("Please enter either create or remove as a argv[1]") sys.exit(0) with psycopg2.connect("dbname='auth_db' user='auth_db' host='authdb' [redacted-2]") as conn: with conn.cursor() as cursor: if sys.argv[1] == "generate": #Load the key or generate a new one: cursor.execute("CREATE TABLE IF NOT EXISTS key (key varchar(4096),time bigint UNIQUE PRIMARY KEY)") privkey = rsa.generate_private_key(public_exponent=65537, key_size=2048, backend=default_backend()) pem = privkey.private_bytes(encoding=serialization.Encoding.PEM,format=serialization.PrivateFormat.TraditionalOpenSSL,encryption_algorithm=serialization.NoEncryption()) cursor.execute("INSERT INTO key (key,time) VALUES('"+str(pem.decode("utf-8"))+"',"+str(int(time.time()))+")") conn.commit() print("New key generated!") elif sys.argv[1] == "generate_if_needed": #Load the key or generate a new one: cursor.execute("CREATE TABLE IF NOT EXISTS key (key varchar(4096),time bigint UNIQUE PRIMARY KEY)") cursor.execute("SELECT * FROM key") res = cursor.fetchall() if len(res) == 0: privkey = rsa.generate_private_key(public_exponent=65537, key_size=2048, backend=default_backend()) pem = privkey.private_bytes(encoding=serialization.Encoding.PEM,format=serialization.PrivateFormat.TraditionalOpenSSL,encryption_algorithm=serialization.NoEncryption()) cursor.execute("INSERT INTO key (key,time) VALUES('"+str(pem.decode("utf-8"))+"',"+str(int(time.time()))+")") conn.commit() print("New key generated, as database was empty!") else: print("Database has key ready!") elif sys.argv[1] == "drop": cursor.execute("DROP TABLE key") conn.commit() print("Dropped old keys") else: print("Invalid option! Try 'drop', 'generate' or 'generate_if_needed'...")
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 2,389
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport sys\nimport os\nimport psycopg2\nimport base64\nfrom cryptography.hazmat.primitives import serialization, hashes\nfrom cryptography.hazmat.primitives.asymmetric import padding, rsa\nfrom cryptography.hazmat.backends import default_backend\nimport time\n\n\nif len(sys.argv) < 2:\n print(\"Please enter either create or remove as a argv[1]\")\n sys.exit(0)\n\nwith psycopg2.connect(\"dbname='auth_db' user='auth_db' host='authdb' [redacted-2]\") as conn:\n with conn.cursor() as cursor:\n \n if sys.argv[1] == \"generate\":\n\n #Load the key or generate a new one:\n cursor.execute(\"CREATE TABLE IF NOT EXISTS key (key varchar(4096),time bigint UNIQUE PRIMARY KEY)\")\n privkey = rsa.generate_private_key(public_exponent=65537, key_size=2048, backend=default_backend())\n pem = privkey.private_bytes(encoding=serialization.Encoding.PEM,format=serialization.PrivateFormat.TraditionalOpenSSL,encryption_algorithm=serialization.NoEncryption())\n cursor.execute(\"INSERT INTO key (key,time) VALUES('\"+str(pem.decode(\"utf-8\"))+\"',\"+str(int(time.time()))+\")\")\n conn.commit()\n \n print(\"New key generated!\")\n \n elif sys.argv[1] == \"generate_if_needed\":\n\n #Load the key or generate a new one:\n cursor.execute(\"CREATE TABLE IF NOT EXISTS key (key varchar(4096),time bigint UNIQUE PRIMARY KEY)\")\n cursor.execute(\"SELECT * FROM key\")\n res = cursor.fetchall()\n if len(res) == 0:\n privkey = rsa.generate_private_key(public_exponent=65537, key_size=2048, backend=default_backend())\n pem = privkey.private_bytes(encoding=serialization.Encoding.PEM,format=serialization.PrivateFormat.TraditionalOpenSSL,encryption_algorithm=serialization.NoEncryption())\n cursor.execute(\"INSERT INTO key (key,time) VALUES('\"+str(pem.decode(\"utf-8\"))+\"',\"+str(int(time.time()))+\")\")\n conn.commit()\n print(\"New key generated, as database was empty!\")\n else:\n print(\"Database has key ready!\")\n\n elif sys.argv[1] == \"drop\":\n \n cursor.execute(\"DROP TABLE key\")\n conn.commit()\n \n print(\"Dropped old keys\")\n\n else:\n print(\"Invalid option! Try 'drop', 'generate' or 'generate_if_needed'...\")"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6aa72ed7ab8eb40be3928ae652b97a0368992b42
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Copyright David Abrahams 2004. Distributed under the Boost # Software License, Version 1.0. (See accompanying # file LICENSE.txt or copy at https://www.bfgroup.xyz/b2/LICENSE.txt) from b2.build import type def register (): type.register_type ('OBJ', ['obj'], None, ['NT', 'CYGWIN']) type.register_type ('OBJ', ['o']) register ()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 342
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright David Abrahams 2004. Distributed under the Boost\n# Software License, Version 1.0. (See accompanying\n# file LICENSE.txt or copy at https://www.bfgroup.xyz/b2/LICENSE.txt)\n\nfrom b2.build import type\n\ndef register ():\n type.register_type ('OBJ', ['obj'], None, ['NT', 'CYGWIN'])\n type.register_type ('OBJ', ['o'])\n\nregister ()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6aa73c2ad6102f4cce8d4e90a98090c3f6fe5363
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def test_dup_sqf(): R, x = ring("x", ZZ) assert R.dup_sqf_part(0) == 0 assert R.dup_sqf_p(0) is True assert R.dup_sqf_part(7) == 1 assert R.dup_sqf_p(7) is True assert R.dup_sqf_part(2*x + 2) == x + 1 assert R.dup_sqf_p(2*x + 2) is True assert R.dup_sqf_part(x**3 + x + 1) == x**3 + x + 1 assert R.dup_sqf_p(x**3 + x + 1) is True assert R.dup_sqf_part(-x**3 + x + 1) == x**3 - x - 1 assert R.dup_sqf_p(-x**3 + x + 1) is True assert R.dup_sqf_part(2*x**3 + 3*x**2) == 2*x**2 + 3*x assert R.dup_sqf_p(2*x**3 + 3*x**2) is False assert R.dup_sqf_part(-2*x**3 + 3*x**2) == 2*x**2 - 3*x assert R.dup_sqf_p(-2*x**3 + 3*x**2) is False assert R.dup_sqf_list(0) == (0, []) assert R.dup_sqf_list(1) == (1, []) assert R.dup_sqf_list(x) == (1, [(x, 1)]) assert R.dup_sqf_list(2*x**2) == (2, [(x, 2)]) assert R.dup_sqf_list(3*x**3) == (3, [(x, 3)]) assert R.dup_sqf_list(-x**5 + x**4 + x - 1) == \ (-1, [(x**3 + x**2 + x + 1, 1), (x - 1, 2)]) assert R.dup_sqf_list(x**8 + 6*x**6 + 12*x**4 + 8*x**2) == \ ( 1, [(x, 2), (x**2 + 2, 3)]) assert R.dup_sqf_list(2*x**2 + 4*x + 2) == (2, [(x + 1, 2)]) R, x = ring("x", QQ)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,225
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef test_dup_sqf():\n R, x = ring(\"x\", ZZ)\n\n assert R.dup_sqf_part(0) == 0\n assert R.dup_sqf_p(0) is True\n\n assert R.dup_sqf_part(7) == 1\n assert R.dup_sqf_p(7) is True\n\n assert R.dup_sqf_part(2*x + 2) == x + 1\n assert R.dup_sqf_p(2*x + 2) is True\n\n assert R.dup_sqf_part(x**3 + x + 1) == x**3 + x + 1\n assert R.dup_sqf_p(x**3 + x + 1) is True\n\n assert R.dup_sqf_part(-x**3 + x + 1) == x**3 - x - 1\n assert R.dup_sqf_p(-x**3 + x + 1) is True\n\n assert R.dup_sqf_part(2*x**3 + 3*x**2) == 2*x**2 + 3*x\n assert R.dup_sqf_p(2*x**3 + 3*x**2) is False\n\n assert R.dup_sqf_part(-2*x**3 + 3*x**2) == 2*x**2 - 3*x\n assert R.dup_sqf_p(-2*x**3 + 3*x**2) is False\n\n assert R.dup_sqf_list(0) == (0, [])\n assert R.dup_sqf_list(1) == (1, [])\n\n assert R.dup_sqf_list(x) == (1, [(x, 1)])\n assert R.dup_sqf_list(2*x**2) == (2, [(x, 2)])\n assert R.dup_sqf_list(3*x**3) == (3, [(x, 3)])\n\n assert R.dup_sqf_list(-x**5 + x**4 + x - 1) == \\\n (-1, [(x**3 + x**2 + x + 1, 1), (x - 1, 2)])\n assert R.dup_sqf_list(x**8 + 6*x**6 + 12*x**4 + 8*x**2) == \\\n ( 1, [(x, 2), (x**2 + 2, 3)])\n\n assert R.dup_sqf_list(2*x**2 + 4*x + 2) == (2, [(x + 1, 2)])\n\n R, x = ring(\"x\", QQ)"}, {"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
|
6aa7fd8436efabe5593a8174e9772f897fb7aec0
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import enum from typing import Union @enum.unique class PPT(enum.Enum): # Source: https://docs.microsoft.com/en-us/office/vba/api/powerpoint.ppsaveasfiletype AnimatedGIF = 40 BMP = 19 Default = 11 EMF = 23 External = 64000 GIF = 16 JPG = 17 META = 15 MP4 = 39 OpenPresentation = 35 PDF = 32 PNG = 18 Presentation = 1 RTF = 6 SHOW = 7 Template = 5 TIF = 21 WMV = 37 XPS = 33 app = 'Powerpoint.Application' extensions = ('.ppt', '.pptx') @enum.unique class WORD(enum.Enum): # Source: https://docs.microsoft.com/en-us/office/vba/api/word.wdsaveformat DosText = 4 DosTextLineBreaks = 5 FilteredHTML = 10 FlatXML = 19 OpenDocumentText = 23 HTML = 8 RTF = 6 Template = 1 Text = 2 TextLineBreaks = 3 UnicodeText = 7 WebArchive = 9 XML = 11 Document97 = 0 DocumentDefault = 16 PDF = 17 XPS = 18 app = 'Word.Application' extensions = ('.doc', '.docx') @enum.unique class XL(enum.Enum): # Source: https://docs.microsoft.com/en-us/office/vba/api/excel.xlfixedformattype # TODO: Implement "SaveAs" methods, see: https://docs.microsoft.com/en-us/office/vba/api/excel.workbook.saveas PDF = 0 XPS = 1 app = 'Excel.Application' extensions = ('.xls', '.xlsx') enum_types = Union[PPT, WORD, XL]
|
Classes: PPT, WORD, XL This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 3
| 1,377
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport enum\nfrom typing import Union\n\n\n@enum.unique\nclass PPT(enum.Enum):\n # Source: https://docs.microsoft.com/en-us/office/vba/api/powerpoint.ppsaveasfiletype\n AnimatedGIF = 40\n BMP = 19\n Default = 11\n EMF = 23\n External = 64000\n GIF = 16\n JPG = 17\n META = 15\n MP4 = 39\n OpenPresentation = 35\n PDF = 32\n PNG = 18\n Presentation = 1\n RTF = 6\n SHOW = 7\n Template = 5\n TIF = 21\n WMV = 37\n XPS = 33\n app = 'Powerpoint.Application'\n extensions = ('.ppt', '.pptx')\n\n\n@enum.unique\nclass WORD(enum.Enum):\n # Source: https://docs.microsoft.com/en-us/office/vba/api/word.wdsaveformat\n DosText = 4\n DosTextLineBreaks = 5\n FilteredHTML = 10\n FlatXML = 19\n OpenDocumentText = 23\n HTML = 8\n RTF = 6\n Template = 1\n Text = 2\n TextLineBreaks = 3\n UnicodeText = 7\n WebArchive = 9\n XML = 11\n Document97 = 0\n DocumentDefault = 16\n PDF = 17\n XPS = 18\n app = 'Word.Application'\n extensions = ('.doc', '.docx')\n\n\n@enum.unique\nclass XL(enum.Enum):\n # Source: https://docs.microsoft.com/en-us/office/vba/api/excel.xlfixedformattype\n # TODO: Implement \"SaveAs\" methods, see: https://docs.microsoft.com/en-us/office/vba/api/excel.workbook.saveas\n PDF = 0\n XPS = 1\n app = 'Excel.Application'\n extensions = ('.xls', '.xlsx')\n\n\nenum_types = Union[PPT, WORD, XL]"}, {"role": "assistant", "content": " Classes: PPT, WORD, XL\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6aa848925fe885025486d711e7226e473656a954
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Generated by Django 4.0.1 on 2022-01-19 23:58 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 8 - expected ']' • Block at line 6 has no indented body Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 152
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Generated by Django 4.0.1 on 2022-01-19 23:58\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = ["}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 8 - expected ']'\n \u2022 Block at line 6 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6aa897704d8b8b96376b6c78aa9de27ecec18071
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import panel as pn import param from awesome_panel_extensions.frameworks.fast import FastTemplate, FastTextInput WIDGETS = { "some_text": {"type": FastTextInput, "readonly": True, "sizing_mode": "fixed", "width": 400} } class ParameterizedApp(param.Parameterized): some_text = param.String(default="This is some text") view = param.Parameter() def __init__(self, **params): super().__init__(**params)
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Fix: Complete the function '__init__' body and add missing return
|
advanced
|
ui
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 429
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport panel as pn\nimport param\n\nfrom awesome_panel_extensions.frameworks.fast import FastTemplate, FastTextInput\n\nWIDGETS = {\n \"some_text\": {\"type\": FastTextInput, \"readonly\": True, \"sizing_mode\": \"fixed\", \"width\": 400}\n}\n\n\nclass ParameterizedApp(param.Parameterized):\n some_text = param.String(default=\"This is some text\")\n view = param.Parameter()\n\n def __init__(self, **params):\n super().__init__(**params)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Fix: Complete the function '__init__' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
6aa93bd0cfbc5bae7eaa0365dd95b7de863c0e17
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- import pymysql import sys, os, json, time, pymongo app_dir = os.path.abspath("../") sys.path.append(app_dir) from gjqyxyxxcxxt import settings from gjqyxyxxcxxt.database.my_redis import QueueRedis conn = None def connect_db(): global conn conn = pymysql.connect(host="172.16.16.15",port=3306,user="root",passwd="A1s1n0@zxyc#3",db="ixinnuo_sjcj",charset="utf8") return def get_req_from_db(): global conn cursor = conn.cursor() cursor.execute('select id, entname from req where status=0 order by id limit 10') results = cursor.fetchall() companies = [] for res in results: company = {} company['id'] = res[0] company['name'] = res[1] companies.append(company) return companies def main(): my_queue = QueueRedis() result = my_queue.get_queue_length(settings.COMPANIES) print result #mq 里存在数据则，3秒后退出 if result: time.sleep(3) exit() time.sleep(3) global conn connect_db() source = get_req_from_db() for id_name in source: message = json.dumps(id_name) my_queue.send_to_queue(settings.COMPANIES, message) conn.close() print '成功添加队列%s条数据!!!' % len(source) if __name__ == '__main__': main()
|
Code analysis results: 🔴 Errors found: SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 32 ⚠️ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 18 Unexpected indentation at line 19 💡 Suggestions: Review code syntax
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 3
| 0
| 1,271
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nimport pymysql\nimport sys, os, json, time, pymongo\napp_dir = os.path.abspath(\"../\")\nsys.path.append(app_dir)\n\nfrom gjqyxyxxcxxt import settings\nfrom gjqyxyxxcxxt.database.my_redis import QueueRedis\nconn = None\n\ndef connect_db():\n global conn\n conn = pymysql.connect(host=\"172.16.16.15\",port=3306,user=\"root\",passwd=\"A1s1n0@zxyc#3\",db=\"ixinnuo_sjcj\",charset=\"utf8\")\n return\n\ndef get_req_from_db():\n global conn\n cursor = conn.cursor()\n cursor.execute('select id, entname from req where status=0 order by id limit 10')\n results = cursor.fetchall()\n companies = []\n for res in results:\n company = {}\n company['id'] = res[0]\n company['name'] = res[1]\n companies.append(company)\n return companies\n\ndef main():\n my_queue = QueueRedis()\n result = my_queue.get_queue_length(settings.COMPANIES)\n print result\n #mq \u91cc\u5b58\u5728\u6570\u636e\u5219\uff0c3\u79d2\u540e\u9000\u51fa\n if result:\n time.sleep(3)\n exit()\n time.sleep(3)\n global conn\n connect_db()\n source = get_req_from_db()\n for id_name in source:\n message = json.dumps(id_name)\n my_queue.send_to_queue(settings.COMPANIES, message)\n\n conn.close()\n print '\u6210\u529f\u6dfb\u52a0\u961f\u5217%s\u6761\u6570\u636e!!!' % len(source)\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 32\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n\n\ud83d\udca1 Suggestions:\n Review code syntax"}]
| false
| null | null | null |
6aaa29259fb6e01655aa91ee60654bb2eceee036
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #main_section > lines > line > text #main_section > lines > line > sub_line > text #main_section > sub_sections #main_section > templates > type #main_section > templates > empty_values #main_section > templates > values #main_section > templates > sub_templates #main_section > title > line > text from transformers.models.auto import configuration_auto from model.quote import * import collections class EntityWithQuotes: def __init__(self, entity, id, language): def getQuotesFromUnstructuredText(section, id, wikiquote_id): def getQ(section, id): nonlocal quotes nonlocal n nonlocal level nonlocal section_titles section_titles = section_titles[:level] section_titles.append(section.title.text) for line in section.lines: n+=1 quote = untemplatedQuote(section_titles, line, id, n, language, wikiquote_id) quotes.update({quote.id:quote}) for sec in section.sub_sections: if sec.title.text.lower() in forbidden+[i+" "+wikiquote_id.lower() for i in forbidden]: continue level=level+1 getQ(sec, id) level=level-1 # filtering for empty Quotes using __bool__ temp_quotes = dict(quotes) for quote_id in temp_quotes: if not quotes[quote_id]: del quotes[quote_id] quotes = {} n = 1 level = 0 section_titles = [] getQ(section, id) return quotes def getQuotesFromTemplates(section, id, wikiquote_id): ... [3 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
database
|
refactoring
|
Pythoncode:Python
| 4
| 1
| 1,838
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#main_section > lines > line > text\n#main_section > lines > line > sub_line > text\n#main_section > sub_sections\n#main_section > templates > type\n#main_section > templates > empty_values\n#main_section > templates > values\n#main_section > templates > sub_templates\n#main_section > title > line > text\nfrom transformers.models.auto import configuration_auto\nfrom model.quote import *\nimport collections\n\n\nclass EntityWithQuotes:\n def __init__(self, entity, id, language):\n def getQuotesFromUnstructuredText(section, id, wikiquote_id): \n def getQ(section, id):\n nonlocal quotes\n nonlocal n\n nonlocal level\n nonlocal section_titles\n section_titles = section_titles[:level]\n section_titles.append(section.title.text)\n for line in section.lines:\n n+=1 \n quote = untemplatedQuote(section_titles, line, id, n, language, wikiquote_id)\n quotes.update({quote.id:quote})\n for sec in section.sub_sections:\n if sec.title.text.lower() in forbidden+[i+\" \"+wikiquote_id.lower() for i in forbidden]:\n continue\n level=level+1\n getQ(sec, id)\n level=level-1 \n # filtering for empty Quotes using __bool__\n temp_quotes = dict(quotes)\n for quote_id in temp_quotes:\n if not quotes[quote_id]:\n del quotes[quote_id]\n\n quotes = {}\n n = 1\n level = 0\n section_titles = []\n getQ(section, id)\n return quotes\n\n def getQuotesFromTemplates(section, id, wikiquote_id):\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6aab26683b9b2a063b1ca8928d6b0655775e0f6b
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Importing section import json import requests import argparse import hashlib import time from http import HTTPStatus # Main if __name__ == "__main__": arg_parser = argparse.ArgumentParser() Error: SyntaxError: unterminated string literal
|
Fixed Code: # Importing section import json import requests import argparse import hashlib import time from http import HTTPStatus # Main if __name__ == "__main__": arg_parser = argparse.ArgumentParser() args = arg_parser.parse_args() set_cmd = 'updateSla' params = { 'idx': 'sla04', 'start': 3000, Explanation: Close the string literal with matching quote
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 199
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Importing section\nimport json\nimport requests\nimport argparse\nimport hashlib\nimport time\n\nfrom http import HTTPStatus\n\n# Main\nif __name__ == \"__main__\":\n arg_parser = argparse.ArgumentParser()\n\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Importing section\nimport json\nimport requests\nimport argparse\nimport hashlib\nimport time\n\nfrom http import HTTPStatus\n\n# Main\nif __name__ == \"__main__\":\n arg_parser = argparse.ArgumentParser()\n args = arg_parser.parse_args()\n\n set_cmd = 'updateSla'\n params = {\n 'idx': 'sla04',\n 'start': 3000,\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
6aab6b3ba732d64220b4fb1bf6b4cc739254d1fe
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: def sort(arr): # Start index 0. start = 0 # End index end = len(arr)-1 while start <= end: # Swap all positive value with last index end & decrease end by 1. if arr[start] >= 0: arr[start], arr[end] = arr[end], arr[start] end -= 1 else: # If arr[start] is not positive then increase start by 1. start += 1 if __name__ == "__main__": arr = [-1, 2, -3, 4, 5, 6, -7, 8, 9] Error: IndentationError / Expected indented block
|
Fixed Code: def sort(arr): # Start index 0. start = 0 # End index end = len(arr)-1 while start <= end: # Swap all positive value with last index end & decrease end by 1. if arr[start] >= 0: arr[start], arr[end] = arr[end], arr[start] end -= 1 else: # If arr[start] is not positive then increase start by 1. start += 1 if __name__ == "__main__": arr = [-1, 2, -3, 4, 5, 6, -7, 8, 9] sort(arr) print(arr) Explanation: Add body to If block or use 'pass' statement
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 468
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\ndef sort(arr):\n # Start index 0.\n start = 0\n # End index\n end = len(arr)-1\n\n while start <= end:\n # Swap all positive value with last index end & decrease end by 1.\n if arr[start] >= 0:\n arr[start], arr[end] = arr[end], arr[start]\n end -= 1\n else:\n # If arr[start] is not positive then increase start by 1.\n start += 1\n\n\nif __name__ == \"__main__\":\n arr = [-1, 2, -3, 4, 5, 6, -7, 8, 9]\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\ndef sort(arr):\n # Start index 0.\n start = 0\n # End index\n end = len(arr)-1\n\n while start <= end:\n # Swap all positive value with last index end & decrease end by 1.\n if arr[start] >= 0:\n arr[start], arr[end] = arr[end], arr[start]\n end -= 1\n else:\n # If arr[start] is not positive then increase start by 1.\n start += 1\n\n\nif __name__ == \"__main__\":\n arr = [-1, 2, -3, 4, 5, 6, -7, 8, 9]\n sort(arr)\n print(arr)\n\n Explanation: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
6aac1f4d092634d65b03e7c6699787370a84bac7
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import json def __text_from_anchor_sents_file(anchor_sents_file, output_file): f = open(anchor_sents_file, encoding='utf-8') fout = open(output_file, 'w', encoding='utf-8', newline='\n') for i, line in enumerate(f): sent = json.loads(line) fout.write('{}\n'.format(sent['tokens'])) # if i > 5: # break f.close() fout.close() def merge_files(filenames, output_file): fout = open(output_file, 'w', encoding='utf-8', newline='\n') for filename in filenames: print(filename) f = open(filename, encoding='utf-8') # Complete this line fout.write(line) f.close() fout.close() wiki19_anchor_sents_file = 'd:/data/res/wiki/anchor/enwiki-20190101-anchor-sents.txt' anchor_sent_texts_file = 'd:/data/res/wiki/anchor/enwiki-20190101-anchor-sents-tok-texts.txt' # __text_from_anchor_sents_file(wiki19_anchor_sents_file, anchor_sent_texts_file) part_pos_tag_files = [f'd:/data/res/wiki/anchor/enwiki-20190101-anchor-sents-tok-texts-pos-{i}.txt' for i in range(4)] pos_tag_file = 'd:/data/res/wiki/anchor/enwiki-20190101-anchor-sents-tok-texts-pos.txt' # merge_files(part_pos_tag_files, pos_tag_file)
|
The missing line is: for line in f:
|
intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 1,199
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport json\n\n\ndef __text_from_anchor_sents_file(anchor_sents_file, output_file):\n f = open(anchor_sents_file, encoding='utf-8')\n fout = open(output_file, 'w', encoding='utf-8', newline='\\n')\n for i, line in enumerate(f):\n sent = json.loads(line)\n fout.write('{}\\n'.format(sent['tokens']))\n # if i > 5:\n # break\n f.close()\n fout.close()\n\n\ndef merge_files(filenames, output_file):\n fout = open(output_file, 'w', encoding='utf-8', newline='\\n')\n for filename in filenames:\n print(filename)\n f = open(filename, encoding='utf-8')\n # Complete this line\n fout.write(line)\n f.close()\n fout.close()\n\n\nwiki19_anchor_sents_file = 'd:/data/res/wiki/anchor/enwiki-20190101-anchor-sents.txt'\nanchor_sent_texts_file = 'd:/data/res/wiki/anchor/enwiki-20190101-anchor-sents-tok-texts.txt'\n# __text_from_anchor_sents_file(wiki19_anchor_sents_file, anchor_sent_texts_file)\n\npart_pos_tag_files = [f'd:/data/res/wiki/anchor/enwiki-20190101-anchor-sents-tok-texts-pos-{i}.txt' for i in range(4)]\npos_tag_file = 'd:/data/res/wiki/anchor/enwiki-20190101-anchor-sents-tok-texts-pos.txt'\n# merge_files(part_pos_tag_files, pos_tag_file)"}, {"role": "assistant", "content": "The missing line is:\n for line in f:"}]
| false
| null | null | null |
6aac551e77cffa8d22df81867eace49a7797fd1d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: """ Test harness for smp.py """ import sys import os sys.path.append('/Users/ptendick/open-source-workspace/cannr Image/source/cannr/lib') os.environ['PATH'] = '/Library/Frameworks/Python.framework/Versions/3.7/bin:' + os.environ['PATH'] import cannr import smp # Test openProcess by opening a Flask process def test_openProcess1(): return smp.openProcess( {"processInfo": "processInfo"}, ['python', '/Users/ptendick/open-source-workspace/cannr Image/test/flaskSample.py', '5000', '1']) # Test openProcess by opening a Plumber process def test_openProcess2(): return smp.openProcess( {"processInfo": "processInfo"}, ['Rscript', '--vanilla', '/Users/ptendick/open-source-workspace/cannr Image/source/cannr/runApp.R', '/Users/ptendick/open-source-workspace/cannr Image/test/hello.R', '5001', '2']) # Test countPorts def test_countPorts(): projectFilePath = '/Users/ptendick/open-source-workspace/MyRTAM Service/working/project1/project.json' project = cannr.readJSONFile(projectFilePath) return smp.countPorts(project)
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 1 Fixes: • Add closing quote at line 1
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 1,106
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\"\"\"\nTest harness for smp.py\n\"\"\"\nimport sys\nimport os\nsys.path.append('/Users/ptendick/open-source-workspace/cannr Image/source/cannr/lib')\nos.environ['PATH'] = '/Library/Frameworks/Python.framework/Versions/3.7/bin:' + os.environ['PATH']\n\nimport cannr\nimport smp\n\n# Test openProcess by opening a Flask process\ndef test_openProcess1():\n \n return smp.openProcess(\n {\"processInfo\": \"processInfo\"},\n ['python', '/Users/ptendick/open-source-workspace/cannr Image/test/flaskSample.py', '5000', '1'])\n\n# Test openProcess by opening a Plumber process\ndef test_openProcess2():\n \n return smp.openProcess(\n {\"processInfo\": \"processInfo\"},\n ['Rscript', '--vanilla', '/Users/ptendick/open-source-workspace/cannr Image/source/cannr/runApp.R', \n '/Users/ptendick/open-source-workspace/cannr Image/test/hello.R', '5001', '2'])\n\n# Test countPorts\ndef test_countPorts():\n \n projectFilePath = '/Users/ptendick/open-source-workspace/MyRTAM Service/working/project1/project.json'\n project = cannr.readJSONFile(projectFilePath)\n \n return smp.countPorts(project)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 1\n\n Fixes:\n \u2022 Add closing quote at line 1"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
6aad34cdb7b95e79e68448f602b65f3d09cae50a
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import tensorflow as tf import tensorflow.contrib.slim as slim import tensorflow.contrib.slim.python.slim.nets.resnet_v1 as resnet_v1 import tensorflow.contrib.slim.python.slim.nets.inception_v1 as inception_v1 import tensorflow.contrib.slim.python.slim.nets.resnet_utils as slim_utils from tensorflow.contrib import layers as layers_lib from tensorflow.contrib.framework.python.ops import arg_scope import os def get_resnet_arg_scope(bn_fn): """ Trick to apply CBN from a pretrained tf network. It overides the batchnorm constructor with cbn :param bn_fn: cbn factory :return: tensorflow scope """ with arg_scope( [layers_lib.conv2d], activation_fn=tf.nn.relu, normalizer_fn=bn_fn, normalizer_params=None) as arg_sc: return arg_sc def create_inception(image_input, is_training, scope="", inception_out="Mixed_5c", resnet_version=50, cbn=None): """ Create a resnet by overidding the classic batchnorm with conditional batchnorm :param image_input: placeholder with image :param is_training: are you using the resnet at training_time or test_time :param scope: tensorflow scope :param resnet_version: 50/101/152 :param cbn: the cbn factory :return: the resnet output """ # assert False, "\n" \ # "There is a bug with classic batchnorm with slim networks (https://github.com/tensorflow/tensorflow/issues/4887). \n" \ # "Please use the following config -> 'cbn': {'use_cbn':true, 'excluded_scope_names': ['*']}" # arg_sc = slim_utils.resnet_arg_scope(is_training=is_training) # print("--- 1") arg_sc = inception_v1.inception_v1_arg_scope() # Pick the correct version of the resnet # if resnet_version == 50: # current_resnet = resnet_v1.resnet_v1_50 # elif resnet_version == 101: # current_resnet = resnet_v1.resnet_v1_101 # elif resnet_version == 152: # current_resnet = resnet_v1.resnet_v1_152 # else: # raise ValueError("Unsupported resnet version") # inception_scope = os.path.join('InceptionV1/InceptionV1', inception_out) # print("--- 2") inception_scope = inception_out # print(" resnet_out = {} , resnet_scope = {}".format(resnet_out,resnet_scope)) # print("--- 3") with slim.arg_scope(arg_sc): net, end_points = inception_v1.inception_v1(image_input, 1001) # 1000 is the number of softmax class print("Net = ",net) # print("--- 4") if len(scope) > 0 and not scope.endswith("/"): scope += "/" # print("--- 5") # print(end_points) print(" Batch ",inception_scope) out = end_points[scope + inception_scope] print("-- out Use: {},output = {}".format(inception_scope,out)) return out,end_points
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 13 ⚠️ Warnings: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 💡 Suggestions: Add closing quote at line 13 Line 39 too long (143 chars) - break into multiple lines Remove debug print() at line 65 before production
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 2
| 0
| 2,833
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport tensorflow as tf\nimport tensorflow.contrib.slim as slim\nimport tensorflow.contrib.slim.python.slim.nets.resnet_v1 as resnet_v1\nimport tensorflow.contrib.slim.python.slim.nets.inception_v1 as inception_v1\n\nimport tensorflow.contrib.slim.python.slim.nets.resnet_utils as slim_utils\n\nfrom tensorflow.contrib import layers as layers_lib\nfrom tensorflow.contrib.framework.python.ops import arg_scope\nimport os\n\ndef get_resnet_arg_scope(bn_fn):\n \"\"\"\n Trick to apply CBN from a pretrained tf network. It overides the batchnorm constructor with cbn\n :param bn_fn: cbn factory\n :return: tensorflow scope\n \"\"\"\n\n with arg_scope(\n [layers_lib.conv2d],\n activation_fn=tf.nn.relu,\n normalizer_fn=bn_fn,\n normalizer_params=None) as arg_sc:\n return arg_sc\n\n\ndef create_inception(image_input, is_training, scope=\"\", inception_out=\"Mixed_5c\", resnet_version=50, cbn=None):\n \"\"\"\n Create a resnet by overidding the classic batchnorm with conditional batchnorm\n :param image_input: placeholder with image\n :param is_training: are you using the resnet at training_time or test_time\n :param scope: tensorflow scope\n :param resnet_version: 50/101/152\n :param cbn: the cbn factory\n :return: the resnet output\n \"\"\"\n\n # assert False, \"\\n\" \\\n # \"There is a bug with classic batchnorm with slim networks (https://github.com/tensorflow/tensorflow/issues/4887). \\n\" \\\n # \"Please use the following config -> 'cbn': {'use_cbn':true, 'excluded_scope_names': ['*']}\"\n # arg_sc = slim_utils.resnet_arg_scope(is_training=is_training)\n \n # print(\"--- 1\") \n arg_sc = inception_v1.inception_v1_arg_scope()\n\n # Pick the correct version of the resnet\n # if resnet_version == 50:\n # current_resnet = resnet_v1.resnet_v1_50\n # elif resnet_version == 101:\n # current_resnet = resnet_v1.resnet_v1_101\n # elif resnet_version == 152:\n # current_resnet = resnet_v1.resnet_v1_152\n # else:\n # raise ValueError(\"Unsupported resnet version\")\n\n # inception_scope = os.path.join('InceptionV1/InceptionV1', inception_out)\n # print(\"--- 2\")\n inception_scope = inception_out\n # print(\" resnet_out = {} , resnet_scope = {}\".format(resnet_out,resnet_scope))\n # print(\"--- 3\")\n with slim.arg_scope(arg_sc):\n net, end_points = inception_v1.inception_v1(image_input, 1001) # 1000 is the number of softmax class\n\n\n print(\"Net = \",net)\n # print(\"--- 4\")\n \n if len(scope) > 0 and not scope.endswith(\"/\"):\n scope += \"/\"\n # print(\"--- 5\")\n # print(end_points)\n print(\" Batch \",inception_scope)\n\n out = end_points[scope + inception_scope]\n print(\"-- out Use: {},output = {}\".format(inception_scope,out))\n\n return out,end_points"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 13\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Add closing quote at line 13\n Line 39 too long (143 chars) - break into multiple lines\n Remove debug print() at line 65 before production"}]
| false
| null | null | null |
6aad4ce5dfa92a930b5b7dfb6e85c80cb8498743
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class CheckpointSaver: def __init__( self, model, optimizer, args=None, model_ema=None, amp_scaler=None, checkpoint_prefix='checkpoint', recovery_prefix='recovery', checkpoint_dir='', recovery_dir='', decreasing=False, max_history=10, unwrap_fn=unwrap_model): # objects to save state_dicts of self.model = model self.optimizer = optimizer self.args = args self.model_ema = model_ema self.amp_scaler = amp_scaler # state self.checkpoint_files = [] # (filename, metric) tuples in order of decreasing betterness self.best_epoch = None
|
self.best_metric = None self.curr_recovery_file = '' self.last_recovery_file = '' # config self.checkpoint_dir = checkpoint_dir self.recovery_dir = recovery_dir self.save_prefix = checkpoint_prefix self.recovery_prefix = recovery_prefix self.extension = '.pth.tar' self.decreasing = decreasing # a lower metric is better if True self.cmp = operator.lt if decreasing else operator.gt # True if lhs better than rhs self.max_history = max_history self.unwrap_fn = unwrap_fn assert self.max_history >= 1 ... [5 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 1
| 1,430
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass CheckpointSaver:\n def __init__(\n self,\n model,\n optimizer,\n args=None,\n model_ema=None,\n amp_scaler=None,\n checkpoint_prefix='checkpoint',\n recovery_prefix='recovery',\n checkpoint_dir='',\n recovery_dir='',\n decreasing=False,\n max_history=10,\n unwrap_fn=unwrap_model):\n\n # objects to save state_dicts of\n self.model = model\n self.optimizer = optimizer\n self.args = args\n self.model_ema = model_ema\n self.amp_scaler = amp_scaler\n\n # state\n self.checkpoint_files = [] # (filename, metric) tuples in order of decreasing betterness\n self.best_epoch = None"}, {"role": "assistant", "content": "\n self.best_metric = None\n self.curr_recovery_file = ''\n self.last_recovery_file = ''\n\n # config\n self.checkpoint_dir = checkpoint_dir\n self.recovery_dir = recovery_dir\n self.save_prefix = checkpoint_prefix\n self.recovery_prefix = recovery_prefix\n self.extension = '.pth.tar'\n self.decreasing = decreasing # a lower metric is better if True\n self.cmp = operator.lt if decreasing else operator.gt # True if lhs better than rhs\n self.max_history = max_history\n self.unwrap_fn = unwrap_fn\n assert self.max_history >= 1\n\n\n ... [5 more functiondefs truncated] ..."}]
| false
| null | null | null |
6aad74ee52655f68220f799efaffcbccdd0748ad
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # AGC004a def main(): import sys input = sys.stdin.readline sys.setrecursionlimit(10**6) a, b, c = map(int, input().split()) if a % 2 == 0 or b % 2 == 0 or c % 2 == 0: print(0) exit(0) print(min(a*b, b*c, c*a)) if __name__ == '__main__': main()
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 10 💡 Suggestions: Add docstring to function 'main' Remove debug print() at line 9 before production Remove debug print() at line 11 before production
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 1
| 0
| 292
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# AGC004a\ndef main():\n import sys\n input = sys.stdin.readline\n sys.setrecursionlimit(10**6)\n a, b, c = map(int, input().split())\n\n if a % 2 == 0 or b % 2 == 0 or c % 2 == 0:\n print(0)\n exit(0)\n print(min(a*b, b*c, c*a))\n\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 10\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'main'\n Remove debug print() at line 9 before production\n Remove debug print() at line 11 before production"}]
| false
| null | null | null |
6aad9dd74183fdbafeb45c7c06a4bb4ab92534aa
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright 2012 OpenStack Foundation # All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. def _generate_v1_versions(url): v1_versions = {'versions': [ { 'id': 'v1.1', 'status': 'DEPRECATED', 'links': [{'rel': 'self', 'href': url % '1'}], }, { 'id': 'v1.0', 'status': 'DEPRECATED', 'links': [{'rel': 'self', 'href': url % '1'}], }, ]} return v1_versions def _generate_v2_versions(url): version_list = [] version_list.extend([ { 'id': 'v2.6', 'status': 'CURRENT', 'links': [{'rel': 'self', 'href': url % '2'}], }, { 'id': 'v2.5', 'status': 'SUPPORTED', 'links': [{'rel': 'self', 'href': url % '2'}], }, { 'id': 'v2.4', 'status': 'SUPPORTED', 'links': [{'rel': 'self', 'href': url % '2'}], }, { 'id': 'v2.3',
|
'status': 'SUPPORTED', 'links': [{'rel': 'self', 'href': url % '2'}], }, { 'id': 'v2.2', 'status': 'SUPPORTED', 'links': [{'rel': 'self', 'href': url % '2'}], }, { 'id': 'v2.1', 'status': 'SUPPORTED', 'links': [{'rel': 'self', 'href': url % '2'}], }, { 'id': 'v2.0', 'status': 'SUPPORTED', 'links': [{'rel': 'self', 'href': url % '2'}], } ]) v2_versions = {'versions': version_list} return v2_versions def _generate_all_versions(url): v1 = _generate_v1_versions(url) v2 = _generate_v2_versions(url) all_versions = {'versions': v2['versions'] + v1['versions']} return all_versions class TestApiVersions(functional.FunctionalTest): ... [20 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 2,453
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2012 OpenStack Foundation\n# All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\ndef _generate_v1_versions(url):\n v1_versions = {'versions': [\n {\n 'id': 'v1.1',\n 'status': 'DEPRECATED',\n 'links': [{'rel': 'self', 'href': url % '1'}],\n },\n {\n 'id': 'v1.0',\n 'status': 'DEPRECATED',\n 'links': [{'rel': 'self', 'href': url % '1'}],\n },\n ]}\n return v1_versions\n\n\ndef _generate_v2_versions(url):\n version_list = []\n version_list.extend([\n {\n 'id': 'v2.6',\n 'status': 'CURRENT',\n 'links': [{'rel': 'self', 'href': url % '2'}],\n },\n {\n 'id': 'v2.5',\n 'status': 'SUPPORTED',\n 'links': [{'rel': 'self', 'href': url % '2'}],\n },\n {\n 'id': 'v2.4',\n 'status': 'SUPPORTED',\n 'links': [{'rel': 'self', 'href': url % '2'}],\n },\n {\n 'id': 'v2.3',"}, {"role": "assistant", "content": "\n 'status': 'SUPPORTED',\n 'links': [{'rel': 'self', 'href': url % '2'}],\n },\n {\n 'id': 'v2.2',\n 'status': 'SUPPORTED',\n 'links': [{'rel': 'self', 'href': url % '2'}],\n },\n {\n 'id': 'v2.1',\n 'status': 'SUPPORTED',\n 'links': [{'rel': 'self', 'href': url % '2'}],\n },\n {\n 'id': 'v2.0',\n 'status': 'SUPPORTED',\n 'links': [{'rel': 'self', 'href': url % '2'}],\n }\n ])\n v2_versions = {'versions': version_list}\n return v2_versions\n\n\ndef _generate_all_versions(url):\n v1 = _generate_v1_versions(url)\n v2 = _generate_v2_versions(url)\n all_versions = {'versions': v2['versions'] + v1['versions']}\n return all_versions\n\n\nclass TestApiVersions(functional.FunctionalTest):\n\n\n ... [20 more functiondefs truncated] ..."}]
| false
| null | null | null |
6aae27568c85842fa9dbea1ace5c81d9190ab20e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2016 Quora, Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def _assert_fail_message(message, expected, actual, comparison_str, extra): if message: return message if extra: return "%a %s %a (%s)" % (expected, comparison_str, actual, extra) return "%a %s %a" % (expected, comparison_str, actual) def assert_is(expected, actual, message=None, extra=None): """Raises an AssertionError if expected is not actual.""" assert expected is actual, _assert_fail_message( message, expected, actual, "is not", extra ) def assert_is_not(expected, actual, message=None, extra=None): """Raises an AssertionError if expected is actual.""" assert expected is not actual, _assert_fail_message( message, expected, actual, "is", extra ) def assert_is_instance(value, types, message=None, extra=None): """Raises an AssertionError if value is not an instance of type(s).""" assert isinstance(value, types), _assert_fail_message( message, value, types, "is not an instance of", extra ) def assert_eq(expected, actual, message=None, tolerance=None, extra=None): """Raises an AssertionError if expected != actual. If tolerance is specified, raises an AssertionError if either - expected or actual isn't a number, or - the difference between expected and actual is larger than the tolerance. """ if tolerance is None: assert expected == actual, _assert_fail_message( message, expected, actual, "!=", extra ) else: assert isinstance(tolerance, _number_types), ( "tolerance parameter to assert_eq must be a number: %a" % tolerance ) assert isinstance(expected, _number_types) and isinstance( actual, _number_types ), "parameters must be numbers when tolerance is specified: %a, %a" % ( expected, actual, ) diff = abs(expected - actual) assert diff < tolerance, _assert_fail_message( message, expected, actual, "is more than %a away from" % tolerance, extra ) def _dict_path_string(path): if len(path) == 0: return "(root)" return "->".join(map(ascii, path)) ... [19 more functiondefs truncated] ...
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 45 • Invalid syntax at line 80: ... [19 more functiondefs truncated] ... Fix: Check loop bounds and array indices carefully
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 6
| 0
| 2,791
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2016 Quora, Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\ndef _assert_fail_message(message, expected, actual, comparison_str, extra):\n if message:\n return message\n if extra:\n return \"%a %s %a (%s)\" % (expected, comparison_str, actual, extra)\n return \"%a %s %a\" % (expected, comparison_str, actual)\n\n\ndef assert_is(expected, actual, message=None, extra=None):\n \"\"\"Raises an AssertionError if expected is not actual.\"\"\"\n assert expected is actual, _assert_fail_message(\n message, expected, actual, \"is not\", extra\n )\n\n\ndef assert_is_not(expected, actual, message=None, extra=None):\n \"\"\"Raises an AssertionError if expected is actual.\"\"\"\n assert expected is not actual, _assert_fail_message(\n message, expected, actual, \"is\", extra\n )\n\n\ndef assert_is_instance(value, types, message=None, extra=None):\n \"\"\"Raises an AssertionError if value is not an instance of type(s).\"\"\"\n assert isinstance(value, types), _assert_fail_message(\n message, value, types, \"is not an instance of\", extra\n )\n\n\ndef assert_eq(expected, actual, message=None, tolerance=None, extra=None):\n \"\"\"Raises an AssertionError if expected != actual.\n\n If tolerance is specified, raises an AssertionError if either\n - expected or actual isn't a number, or\n - the difference between expected and actual is larger than the tolerance.\n\n \"\"\"\n if tolerance is None:\n assert expected == actual, _assert_fail_message(\n message, expected, actual, \"!=\", extra\n )\n else:\n assert isinstance(tolerance, _number_types), (\n \"tolerance parameter to assert_eq must be a number: %a\" % tolerance\n )\n assert isinstance(expected, _number_types) and isinstance(\n actual, _number_types\n ), \"parameters must be numbers when tolerance is specified: %a, %a\" % (\n expected,\n actual,\n )\n\n diff = abs(expected - actual)\n assert diff < tolerance, _assert_fail_message(\n message, expected, actual, \"is more than %a away from\" % tolerance, extra\n )\n\n\ndef _dict_path_string(path):\n if len(path) == 0:\n return \"(root)\"\n return \"->\".join(map(ascii, path))\n\n\n\n ... [19 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 45\n \u2022 Invalid syntax at line 80: ... [19 more functiondefs truncated] ...\n\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
6ab135f81cd0354b89240b44a37bacfa732bfab3
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: """ The Galaxy web application framework """ from .framework import url_for from .framework.base import httpexceptions from .framework.decorators import ( do_not_cache, error, expose, expose_api, expose_api_anonymous, expose_api_anonymous_and_sessionless, expose_api_raw, expose_api_raw_anonymous, expose_api_raw_anonymous_and_sessionless, format_return_as_json, json, json_pretty, legacy_expose_api, legacy_expose_api_anonymous, legacy_expose_api_raw, legacy_expose_api_raw_anonymous, require_admin, require_login, ) __all__ = ('FormBuilder', 'do_not_cache', 'error', 'expose', 'expose_api', 'expose_api_anonymous', 'expose_api_anonymous_and_sessionless', 'expose_api_raw', 'expose_api_raw_anonymous', 'expose_api_raw_anonymous_and_sessionless', 'form', 'format_return_as_json', 'httpexceptions', 'json', 'json_pretty', 'legacy_expose_api', 'legacy_expose_api_anonymous', 'legacy_expose_api_raw', 'legacy_expose_api_raw_anonymous', 'require_admin', 'require_login', 'url_for')
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 1,108
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"\nThe Galaxy web application framework\n\"\"\"\n\nfrom .framework import url_for\nfrom .framework.base import httpexceptions\nfrom .framework.decorators import (\n do_not_cache,\n error,\n expose,\n expose_api,\n expose_api_anonymous,\n expose_api_anonymous_and_sessionless,\n expose_api_raw,\n expose_api_raw_anonymous,\n expose_api_raw_anonymous_and_sessionless,\n format_return_as_json,\n json,\n json_pretty,\n legacy_expose_api,\n legacy_expose_api_anonymous,\n legacy_expose_api_raw,\n legacy_expose_api_raw_anonymous,\n require_admin,\n require_login,\n)\n\n__all__ = ('FormBuilder', 'do_not_cache', 'error', 'expose', 'expose_api',\n 'expose_api_anonymous', 'expose_api_anonymous_and_sessionless',\n 'expose_api_raw', 'expose_api_raw_anonymous',\n 'expose_api_raw_anonymous_and_sessionless', 'form',\n 'format_return_as_json', 'httpexceptions', 'json', 'json_pretty',\n 'legacy_expose_api', 'legacy_expose_api_anonymous',\n 'legacy_expose_api_raw', 'legacy_expose_api_raw_anonymous',\n 'require_admin', 'require_login', 'url_for')"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6ab1bd9218aece261b575574072df1d919112085
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Copyright 2020 Pants project contributors (see CONTRIBUTORS.md. # Licensed under the Apache License, Version 2.0 (see LICENSE). from abc import ABCMeta, abstractmethod from pathlib import Path from textwrap import dedent from typing import ClassVar, Iterable, List, Optional, Tuple, Type from pants.core.goals.check import Check, CheckRequest, CheckResult, CheckResults, check from pants.core.util_rules.distdir import DistDir from pants.engine.addresses import Address from pants.engine.fs import Workspace from pants.engine.target import FieldSet, MultipleSourcesField, Target, Targets from pants.engine.unions import UnionMembership from pants.testutil.option_util import create_options_bootstrapper from pants.testutil.rule_runner import MockGet, RuleRunner, mock_console, run_rule_with_mocks from pants.util.logging import LogLevel class MockTarget(Target): alias = "mock_target" core_fields = (MultipleSourcesField,) class MockCheckFieldSet(FieldSet): required_fields = (MultipleSourcesField,) class MockCheckRequest(CheckRequest, metaclass=ABCMeta): field_set_type = MockCheckFieldSet checker_name: ClassVar[str] @staticmethod @abstractmethod def exit_code(_: Iterable[Address]) -> int: pass @property def check_results(self) -> CheckResults: addresses = [config.address for config in self.field_sets] return CheckResults( [ CheckResult( self.exit_code(addresses), "", "", ) ], checker_name=self.checker_name, ) class SuccessfulRequest(MockCheckRequest): checker_name = "SuccessfulChecker" @staticmethod def exit_code(_: Iterable[Address]) -> int: return 0 class FailingRequest(MockCheckRequest): checker_name = "FailingChecker" @staticmethod def exit_code(_: Iterable[Address]) -> int: return 1 class ConditionallySucceedsRequest(MockCheckRequest): checker_name = "ConditionallySucceedsChecker" @staticmethod def exit_code(addresses: Iterable[Address]) -> int: if any(address.target_name == "bad" for address in addresses): return 127 return 0 class SkippedRequest(MockCheckRequest): @staticmethod def exit_code(_) -> int: return 0 @property def check_results(self) -> CheckResults: return CheckResults([], checker_name="SkippedChecker") class InvalidField(MultipleSourcesField): pass class InvalidFieldSet(MockCheckFieldSet): required_fields = (InvalidField,) class InvalidRequest(MockCheckRequest): field_set_type = InvalidFieldSet checker_name = "InvalidChecker" @staticmethod def exit_code(_: Iterable[Address]) -> int: return -1 ... [8 more functiondefs truncated] ... Error: SyntaxError: unmatched brackets
|
Fixed Code: # Copyright 2020 Pants project contributors (see CONTRIBUTORS.md). # Licensed under the Apache License, Version 2.0 (see LICENSE). from abc import ABCMeta, abstractmethod from pathlib import Path from textwrap import dedent from typing import ClassVar, Iterable, List, Optional, Tuple, Type from pants.core.goals.check import Check, CheckRequest, CheckResult, CheckResults, check from pants.core.util_rules.distdir import DistDir from pants.engine.addresses import Address from pants.engine.fs import Workspace from pants.engine.target import FieldSet, MultipleSourcesField, Target, Targets from pants.engine.unions import UnionMembership from pants.testutil.option_util import create_options_bootstrapper from pants.testutil.rule_runner import MockGet, RuleRunner, mock_console, run_rule_with_mocks from pants.util.logging import LogLevel class MockTarget(Target): Explanation: Add missing ')' bracket at line 1
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 8
| 10
| 2,866
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright 2020 Pants project contributors (see CONTRIBUTORS.md.\n# Licensed under the Apache License, Version 2.0 (see LICENSE).\n\nfrom abc import ABCMeta, abstractmethod\nfrom pathlib import Path\nfrom textwrap import dedent\nfrom typing import ClassVar, Iterable, List, Optional, Tuple, Type\n\nfrom pants.core.goals.check import Check, CheckRequest, CheckResult, CheckResults, check\nfrom pants.core.util_rules.distdir import DistDir\nfrom pants.engine.addresses import Address\nfrom pants.engine.fs import Workspace\nfrom pants.engine.target import FieldSet, MultipleSourcesField, Target, Targets\nfrom pants.engine.unions import UnionMembership\nfrom pants.testutil.option_util import create_options_bootstrapper\nfrom pants.testutil.rule_runner import MockGet, RuleRunner, mock_console, run_rule_with_mocks\nfrom pants.util.logging import LogLevel\n\n\nclass MockTarget(Target):\n alias = \"mock_target\"\n core_fields = (MultipleSourcesField,)\n\n\nclass MockCheckFieldSet(FieldSet):\n required_fields = (MultipleSourcesField,)\n\n\nclass MockCheckRequest(CheckRequest, metaclass=ABCMeta):\n field_set_type = MockCheckFieldSet\n checker_name: ClassVar[str]\n\n @staticmethod\n @abstractmethod\n def exit_code(_: Iterable[Address]) -> int:\n pass\n\n @property\n def check_results(self) -> CheckResults:\n addresses = [config.address for config in self.field_sets]\n return CheckResults(\n [\n CheckResult(\n self.exit_code(addresses),\n \"\",\n \"\",\n )\n ],\n checker_name=self.checker_name,\n )\n\n\nclass SuccessfulRequest(MockCheckRequest):\n checker_name = \"SuccessfulChecker\"\n\n @staticmethod\n def exit_code(_: Iterable[Address]) -> int:\n return 0\n\n\nclass FailingRequest(MockCheckRequest):\n checker_name = \"FailingChecker\"\n\n @staticmethod\n def exit_code(_: Iterable[Address]) -> int:\n return 1\n\n\nclass ConditionallySucceedsRequest(MockCheckRequest):\n checker_name = \"ConditionallySucceedsChecker\"\n\n @staticmethod\n def exit_code(addresses: Iterable[Address]) -> int:\n if any(address.target_name == \"bad\" for address in addresses):\n return 127\n return 0\n\n\nclass SkippedRequest(MockCheckRequest):\n @staticmethod\n def exit_code(_) -> int:\n return 0\n\n @property\n def check_results(self) -> CheckResults:\n return CheckResults([], checker_name=\"SkippedChecker\")\n\n\nclass InvalidField(MultipleSourcesField):\n pass\n\n\nclass InvalidFieldSet(MockCheckFieldSet):\n required_fields = (InvalidField,)\n\n\nclass InvalidRequest(MockCheckRequest):\n field_set_type = InvalidFieldSet\n checker_name = \"InvalidChecker\"\n\n @staticmethod\n def exit_code(_: Iterable[Address]) -> int:\n return -1\n\n\n\n ... [8 more functiondefs truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright 2020 Pants project contributors (see CONTRIBUTORS.md).\n# Licensed under the Apache License, Version 2.0 (see LICENSE).\n\nfrom abc import ABCMeta, abstractmethod\nfrom pathlib import Path\nfrom textwrap import dedent\nfrom typing import ClassVar, Iterable, List, Optional, Tuple, Type\n\nfrom pants.core.goals.check import Check, CheckRequest, CheckResult, CheckResults, check\nfrom pants.core.util_rules.distdir import DistDir\nfrom pants.engine.addresses import Address\nfrom pants.engine.fs import Workspace\nfrom pants.engine.target import FieldSet, MultipleSourcesField, Target, Targets\nfrom pants.engine.unions import UnionMembership\nfrom pants.testutil.option_util import create_options_bootstrapper\nfrom pants.testutil.rule_runner import MockGet, RuleRunner, mock_console, run_rule_with_mocks\nfrom pants.util.logging import LogLevel\n\n\nclass MockTarget(Target):\n\n Explanation: Add missing ')' bracket at line 1"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
6ab21446cecd0d46b1a47275470353f326cec4d7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os import random from typing import Any, Dict, List, Union import numpy as np import torch from colorama import Fore, Style from sklearn.metrics import f1_score from sklearn.metrics import precision_recall_fscore_support as score from sklearn.metrics import precision_score, recall_score def highlight(input_: Any) -> str: input_ = str(input_) return str(Fore.YELLOW + str(input_) + Style.RESET_ALL) def get_intent_labels(args: Any) -> List[str]: return [ label.strip() for label in open( os.path.join(args.data_dir, args.intent_label_file), "r", encoding="utf-8" ) ] def get_slot_labels(args: A
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unclosed '(' at line 27 - expected ')' • SyntaxError: '(' was never closed at line 27 Fix: Close the string literal with matching quote
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 7
| 0
| 661
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport random\nfrom typing import Any, Dict, List, Union\n\nimport numpy as np\nimport torch\nfrom colorama import Fore, Style\nfrom sklearn.metrics import f1_score\nfrom sklearn.metrics import precision_recall_fscore_support as score\nfrom sklearn.metrics import precision_score, recall_score\n\n\ndef highlight(input_: Any) -> str:\n input_ = str(input_)\n return str(Fore.YELLOW + str(input_) + Style.RESET_ALL)\n\n\ndef get_intent_labels(args: Any) -> List[str]:\n return [\n label.strip()\n for label in open(\n os.path.join(args.data_dir, args.intent_label_file), \"r\", encoding=\"utf-8\"\n )\n ]\n\n\ndef get_slot_labels(args: A"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unclosed '(' at line 27 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 27\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
6ab219191a7ea6ce5d831e0b7655a8775e4ac26e
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright (C) 2018 Google Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. class FireTrace(object): """A FireTrace represents the steps taken during a single Fire execution. A FireTrace consists of a sequence of FireTraceElement objects. Each element represents an action taken by Fire during a single Fire execution. An action may be instantiating a class, calling a routine, or accessing a property. """ def __init__(self, initial_component, name=None, separator='-', verbose=False, show_help=False, show_trace=False): initial_trace_element = FireTraceElement( component=initial_component, action=INITIAL_COMPONENT, ) self.name = name self.separator = separator self.elements = [initial_trace_element] self.verbose = verbose self.show_help = show_help self.show_trace = show_trace def GetResult(self): """Returns the component from the last element of the trace.""" # pytype: disable=attribute-error return self.GetLastHealthyElement().component # pytype: enable=attribute-error def GetLastHealthyElement(self):
|
"""Returns the last element of the trace that is not an error. This element will contain the final component indicated by the trace. Returns: The last element of the trace that is not an error. """ for element in reversed(self.elements): if not element.HasError(): return element return None def HasError(self): """Returns whether the Fire execution encountered a Fire usage error.""" return self.elements[-1].HasError() def AddAccessedProperty(self, component, target, args, filename, lineno): element = FireTraceElement( component=component, action=ACCESSED_PROPERTY, target=target, args=args, filename=filename, lineno=lineno, ) self.elements.append(element) ... [18 more functiondefs truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 5
| 1
| 2,610
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright (C) 2018 Google Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nclass FireTrace(object):\n \"\"\"A FireTrace represents the steps taken during a single Fire execution.\n\n A FireTrace consists of a sequence of FireTraceElement objects. Each element\n represents an action taken by Fire during a single Fire execution. An action\n may be instantiating a class, calling a routine, or accessing a property.\n \"\"\"\n\n def __init__(self, initial_component, name=None, separator='-', verbose=False,\n show_help=False, show_trace=False):\n initial_trace_element = FireTraceElement(\n component=initial_component,\n action=INITIAL_COMPONENT,\n )\n\n self.name = name\n self.separator = separator\n self.elements = [initial_trace_element]\n self.verbose = verbose\n self.show_help = show_help\n self.show_trace = show_trace\n\n def GetResult(self):\n \"\"\"Returns the component from the last element of the trace.\"\"\"\n # pytype: disable=attribute-error\n return self.GetLastHealthyElement().component\n # pytype: enable=attribute-error\n\n def GetLastHealthyElement(self):"}, {"role": "assistant", "content": "\n \"\"\"Returns the last element of the trace that is not an error.\n\n This element will contain the final component indicated by the trace.\n\n Returns:\n The last element of the trace that is not an error.\n \"\"\"\n for element in reversed(self.elements):\n if not element.HasError():\n return element\n return None\n\n def HasError(self):\n \"\"\"Returns whether the Fire execution encountered a Fire usage error.\"\"\"\n return self.elements[-1].HasError()\n\n def AddAccessedProperty(self, component, target, args, filename, lineno):\n element = FireTraceElement(\n component=component,\n action=ACCESSED_PROPERTY,\n target=target,\n args=args,\n filename=filename,\n lineno=lineno,\n )\n self.elements.append(element)\n\n\n ... [18 more functiondefs truncated] ..."}]
| false
| null | null | null |
6ab2ef53d9a0815c477ae2435981a3a0029d019b
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright (c) 2010-2012 OpenStack Foundation # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or # implied. # See the License for the specific language governing permissions and # limitations under the License. def patch_policies(thing_or_policies=None, legacy_only=False, with_ec_default=False, fake_ring_args=None): if isinstance(thing_or_policies, ( Iterable, storage_policy.StoragePolicyCollection)): return PatchPolicies(thing_or_policies, fake_ring_args=fake_ring_args) if legacy_only: default_policies = [ StoragePolicy(0, name='legacy', is_default=True), ] default_ring_args = [{}] elif with_ec_default: default_policies = [ ECStoragePolicy(0, name='ec', is_default=True, ec_type=DEFAULT_TEST_EC_TYPE, ec_ndata=10, ec_nparity=4, ec_segment_size=4096), StoragePolicy(1, name='unu'), ] default_ring_args = [{'replicas': 14}, {}] else: default_policies = [ StoragePolicy(0, name='nulo', is_default=True), StoragePolicy(1, name='unu'), ] ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: default_ring_args = [{}, {}] fake_ring_args = fake_ring_args or default_ring_args decorator = PatchPolicies(default_policies, fake_ring_args=fake_ring_args)
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 1
| 1,561
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright (c) 2010-2012 OpenStack Foundation\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or\n# implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\ndef patch_policies(thing_or_policies=None, legacy_only=False,\n with_ec_default=False, fake_ring_args=None):\n if isinstance(thing_or_policies, (\n Iterable, storage_policy.StoragePolicyCollection)):\n return PatchPolicies(thing_or_policies, fake_ring_args=fake_ring_args)\n\n if legacy_only:\n default_policies = [\n StoragePolicy(0, name='legacy', is_default=True),\n ]\n default_ring_args = [{}]\n elif with_ec_default:\n default_policies = [\n ECStoragePolicy(0, name='ec', is_default=True,\n ec_type=DEFAULT_TEST_EC_TYPE, ec_ndata=10,\n ec_nparity=4, ec_segment_size=4096),\n StoragePolicy(1, name='unu'),\n ]\n default_ring_args = [{'replicas': 14}, {}]\n else:\n default_policies = [\n StoragePolicy(0, name='nulo', is_default=True),\n StoragePolicy(1, name='unu'),\n ]\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n default_ring_args = [{}, {}]\n\n fake_ring_args = fake_ring_args or default_ring_args\n decorator = PatchPolicies(default_policies, fake_ring_args=fake_ring_args)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6ab36187809db9e1ba202abbdfa4e21a0d5b6dfb
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. class BARTModel(TransformerModel): @classmethod def hub_models(cls): return { 'bart.large': 'http://dl.fbaipublicfiles.com/fairseq/models/bart.large.tar.gz', 'bart.large.mnli': 'http://dl.fbaipublicfiles.com/fairseq/models/bart.large.mnli.tar.gz', } def __init__(self, args, encoder, decoder): super().__init__(args, encoder, decoder) # We follow BERT's random weight initialization self.apply(init_bert_params) self.classification_heads = nn.ModuleDict() @staticmethod def add_args(parser): super(BARTModel, BARTModel).add_args(parser) parser.add_argument( '--max-source-positions', default=1024, type=int, metavar='N', help='max number of tokens in the source sequence' ) parser.add_argument( '--max-target-positions', default=1024, type=int, metavar='N', help='max number of tokens in the target sequence' ) parser.add_argument( '--pooler-dropout', type=float, metavar='D', # Complete this line ) parser.add_argument( '--pooler-activation-fn', choices=utils.get_available_activation_fns(), help='activation function to use for pooler layer' ) @property def supported_targets(self): return {'self'} def forward( self, src_tokens, src_lengths, prev_output_tokens, features_only=False, classification_head_name=None, **kwargs ): if classification_head_name is not None: features_only = True encoder_out = self.encoder( src_tokens, src_lengths=src_lengths, **kwargs, ) x, extra = self.decoder( prev_output_tokens, encoder_out=encoder_out, features_only=features_only, **kwargs, ) if classification_head_name is not None: sentence_representation = x[ src_tokens.eq(self.encoder.dictionary.eos()), : ].view(x.size(0), -1, x.size(-1))[:, -1, :] x = self.classification_heads[classification_head_name]( sentence_representation ) return x, extra @classmethod ... [7 more functiondefs truncated] ...
|
The missing line is: help='dropout probability in the masked_lm pooler layers'
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 1
| 2,572
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Copyright (c) Facebook, Inc. and its affiliates.\n#\n# This source code is licensed under the MIT license found in the\n# LICENSE file in the root directory of this source tree.\nclass BARTModel(TransformerModel):\n\n @classmethod\n def hub_models(cls):\n return {\n 'bart.large': 'http://dl.fbaipublicfiles.com/fairseq/models/bart.large.tar.gz',\n 'bart.large.mnli': 'http://dl.fbaipublicfiles.com/fairseq/models/bart.large.mnli.tar.gz',\n }\n\n def __init__(self, args, encoder, decoder):\n super().__init__(args, encoder, decoder)\n\n # We follow BERT's random weight initialization\n self.apply(init_bert_params)\n\n self.classification_heads = nn.ModuleDict()\n\n @staticmethod\n def add_args(parser):\n super(BARTModel, BARTModel).add_args(parser)\n parser.add_argument(\n '--max-source-positions', default=1024, type=int, metavar='N',\n help='max number of tokens in the source sequence'\n )\n parser.add_argument(\n '--max-target-positions', default=1024, type=int, metavar='N',\n help='max number of tokens in the target sequence'\n )\n parser.add_argument(\n '--pooler-dropout', type=float, metavar='D',\n # Complete this line\n )\n parser.add_argument(\n '--pooler-activation-fn',\n choices=utils.get_available_activation_fns(),\n help='activation function to use for pooler layer'\n )\n\n @property\n def supported_targets(self):\n return {'self'}\n\n def forward(\n self, src_tokens, src_lengths, prev_output_tokens,\n features_only=False, classification_head_name=None, **kwargs\n ):\n if classification_head_name is not None:\n features_only = True\n\n encoder_out = self.encoder(\n src_tokens,\n src_lengths=src_lengths,\n **kwargs,\n )\n x, extra = self.decoder(\n prev_output_tokens,\n encoder_out=encoder_out,\n features_only=features_only,\n **kwargs,\n )\n\n if classification_head_name is not None:\n sentence_representation = x[\n src_tokens.eq(self.encoder.dictionary.eos()), :\n ].view(x.size(0), -1, x.size(-1))[:, -1, :]\n x = self.classification_heads[classification_head_name](\n sentence_representation\n )\n return x, extra\n\n @classmethod\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n help='dropout probability in the masked_lm pooler layers'"}]
| false
| null | null | null |
6ab3a62e50f821717cc617bcae69096621bae1d3
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # coding=utf8 class Assignment(object): ''' Classe Assignment définissant une affectation attributs publics : - num : l'id de l'affectation (int) - worker : l'ouvrier de l'affectation (Worker.Worker) - phase : la phase de l'affectation (Phase.Phase) ''' def __init__(self, num=-1, worker=Worker(), phase=Phase()): ''' Constructeur d'une affectation d'un ouvrier à un chantier Args: num : le numero unique identifiant l'affectation. (int) worker : l'ouvrier concerné. (Worker.Worker) phase : la phase de l'affectation (Phase.Phase) ''' self._num = num self._worker = worker self._phase = phase def __str__(self): ''' Retourne l'affecation sous une forme lisible pour l'humain Returns: l'affectation sous forme de string. Examples: >>> p.__str__() >>> "L'affectation, d'id 3, de l'ouvrier (id 5) Doe John, sur la phase d'id 4" ''' return "L'affectation, d'id {}, de l'ouvrier (id {}) {} {}, sur la phase d'id {}".format(self.num, self.worker.num, self.worker.firstName, self.worker.name, \ self.phase.num) + " " + str(self._phase) ''' /// @cond ========================= Setters/accesseurs ============================== ''' #ifndef DOXYGEN_SHOULD_SKIP_THIS @property def num(self): """ Error: SyntaxError / EOF
|
Fixed Code: # coding=utf8 class Assignment(object): ''' Classe Assignment définissant une affectation attributs publics : - num : l'id de l'affectation (int) - worker : l'ouvrier de l'affectation (Worker.Worker) - phase : la phase de l'affectation (Phase.Phase) ''' def __init__(self, num=-1, worker=Worker(), phase=Phase()): ''' Constructeur d'une affectation d'un ouvrier à un chantier Args: num : le numero unique identifiant l'affectation. (int) worker : l'ouvrier concerné. (Worker.Worker) phase : la phase de l'affectation (Phase.Phase) ''' Explanation: Complete the truncated code structure
|
advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 8
| 1
| 1,568
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# coding=utf8\nclass Assignment(object):\n '''\n Classe Assignment d\u00e9finissant une affectation\n \n attributs publics :\n - num : l'id de l'affectation (int)\n - worker : l'ouvrier de l'affectation (Worker.Worker)\n - phase : la phase de l'affectation (Phase.Phase)\n '''\n\n def __init__(self, num=-1, worker=Worker(), phase=Phase()):\n '''\n Constructeur d'une affectation d'un ouvrier \u00e0 un chantier\n\n Args:\n num : le numero unique identifiant l'affectation. (int)\n worker : l'ouvrier concern\u00e9. (Worker.Worker)\n phase : la phase de l'affectation (Phase.Phase)\n '''\n self._num = num\n self._worker = worker\n self._phase = phase\n\n def __str__(self):\n '''\n Retourne l'affecation sous une forme lisible pour l'humain\n\n Returns:\n l'affectation sous forme de string.\n \n Examples:\n >>> p.__str__()\n >>> \"L'affectation, d'id 3, de l'ouvrier (id 5) Doe John, sur la phase d'id 4\"\n '''\n return \"L'affectation, d'id {}, de l'ouvrier (id {}) {} {}, sur la phase d'id {}\".format(self.num, self.worker.num, self.worker.firstName, self.worker.name, \\\n self.phase.num) + \" \" + str(self._phase)\n\n '''\n /// @cond\n ========================= Setters/accesseurs ==============================\n '''\n #ifndef DOXYGEN_SHOULD_SKIP_THIS\n\n @property\n def num(self):\n \"\"\"\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# coding=utf8\nclass Assignment(object):\n '''\n Classe Assignment d\u00e9finissant une affectation\n \n attributs publics :\n - num : l'id de l'affectation (int)\n - worker : l'ouvrier de l'affectation (Worker.Worker)\n - phase : la phase de l'affectation (Phase.Phase)\n '''\n\n def __init__(self, num=-1, worker=Worker(), phase=Phase()):\n '''\n Constructeur d'une affectation d'un ouvrier \u00e0 un chantier\n\n Args:\n num : le numero unique identifiant l'affectation. (int)\n worker : l'ouvrier concern\u00e9. (Worker.Worker)\n phase : la phase de l'affectation (Phase.Phase)\n '''\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6ab43a62d7fe9c3851fb93216f017948e9264012
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from binascii import hexlify from functools import wraps from logging import error from os import urandom from random import randint from flask import make_response from flask import render_template from werkzeug.exceptions import BadRequest from werkzeug.exceptions import Forbidden from werkzeug.exceptions import Gone from werkzeug.exceptions import InternalServerError from werkzeug.exceptions import MethodNotAllowed from werkzeug.exceptions import NotFound from config import get_debug_flag from tracker import tracker from tracker.symbol import smileys_sad error_handlers = [] def errorhandler(code_or_exception): def decorator(func): error_handlers.append({'func': func, 'code_or_exception': code_or_exception}) @wraps(func) def wrapped(*args, **kwargs): return func(*args, **kwargs) return wrapped return decorator def handle_error(e, code, json=False): if json: return {'message': e}, code return make_response(render_template('error.html', smiley=smileys_sad[randint(0, len(smileys_sad) - 1)], text=e, title='{}'.format(code)), code) @errorhandler(NotFound.code) def not_found(e='404: Not Found', json=False): return handle_error(e if 'check your spelling' not in '{}'.format(e) else '404: Not Found', NotFound.code, json) @errorhandler(Forbidden.code) def forbidden(e='403: Forbidden', json=False): return handle_error(e, Forbidden.code, json) @errorhandler(MethodNotAllowed.code) def method_not_allowed(e='405: Method Not Allowed', json=False): return handle_error(e, MethodNotAllowed.code, json) @errorhandler(Gone.code) def gone(e='410: Gone', json=False): return handle_error(e, Gone.code, json) @errorhandler(BadRequest.code) def bad_request(e='400: Bad Request', json=False): return handle_error(e, BadRequest.code, json) @errorhandler(Exception) @errorhandler(InternalServerError.code) def internal_error(e): if get_debug_flag(): raise e code = hexlify(urandom(4)).decode() error(Exception("Code: {}".format(code), e), exc_info=True) text = '500: Deep Shit\n{}'.format(code) return handle_error(text, InternalServerError.code)
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 28 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 76 ✨ Improvements: Add docstring to function 'internal_error'
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 10
| 0
| 2,257
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom binascii import hexlify\nfrom functools import wraps\nfrom logging import error\nfrom os import urandom\nfrom random import randint\n\nfrom flask import make_response\nfrom flask import render_template\nfrom werkzeug.exceptions import BadRequest\nfrom werkzeug.exceptions import Forbidden\nfrom werkzeug.exceptions import Gone\nfrom werkzeug.exceptions import InternalServerError\nfrom werkzeug.exceptions import MethodNotAllowed\nfrom werkzeug.exceptions import NotFound\n\nfrom config import get_debug_flag\nfrom tracker import tracker\nfrom tracker.symbol import smileys_sad\n\nerror_handlers = []\n\n\ndef errorhandler(code_or_exception):\n def decorator(func):\n error_handlers.append({'func': func, 'code_or_exception': code_or_exception})\n\n @wraps(func)\n def wrapped(*args, **kwargs):\n return func(*args, **kwargs)\n return wrapped\n return decorator\n\n\ndef handle_error(e, code, json=False):\n if json:\n return {'message': e}, code\n return make_response(render_template('error.html',\n smiley=smileys_sad[randint(0, len(smileys_sad) - 1)],\n text=e,\n title='{}'.format(code)), code)\n\n\n@errorhandler(NotFound.code)\ndef not_found(e='404: Not Found', json=False):\n return handle_error(e if 'check your spelling' not in '{}'.format(e) else '404: Not Found', NotFound.code, json)\n\n\n@errorhandler(Forbidden.code)\ndef forbidden(e='403: Forbidden', json=False):\n return handle_error(e, Forbidden.code, json)\n\n\n@errorhandler(MethodNotAllowed.code)\ndef method_not_allowed(e='405: Method Not Allowed', json=False):\n return handle_error(e, MethodNotAllowed.code, json)\n\n\n@errorhandler(Gone.code)\ndef gone(e='410: Gone', json=False):\n return handle_error(e, Gone.code, json)\n\n\n@errorhandler(BadRequest.code)\ndef bad_request(e='400: Bad Request', json=False):\n return handle_error(e, BadRequest.code, json)\n\n\n@errorhandler(Exception)\n@errorhandler(InternalServerError.code)\ndef internal_error(e):\n if get_debug_flag():\n raise e\n code = hexlify(urandom(4)).decode()\n error(Exception(\"Code: {}\".format(code), e), exc_info=True)\n text = '500: Deep Shit\\n{}'.format(code)\n return handle_error(text, InternalServerError.code)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 28\n Unexpected indentation at line 30\n Unexpected indentation at line 31\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 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n\n\u2728 Improvements:\n Add docstring to function 'internal_error'"}]
| false
| null | null | null |
6ab44cf57a381d44d95045fd0ee5b06ba9aa8eed
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # ------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # -------------------------------------------------------------------------- from enum import IntEnum from .. import utils class EventTypes(object): TRACE = "Trace" OPERATOR = "Operator" PROFILER_STEP = "ProfilerStep" RUNTIME = "Runtime" KERNEL = "Kernel" MEMCPY = "Memcpy" MEMSET = "Memset" PYTHON = "Python" MEMORY = "Memory" Supported_EventTypes = [v for k, v in vars(EventTypes).items() if not k.startswith("_") and v != EventTypes.PROFILER_STEP] class BaseEvent(object): def __init__(self, type, data): self.type = type self.name = data.get("name") self.ts = data.get("ts") self.pid = data.get("pid") self.tid = data.get("tid") self.args = data.get("args", {}) class TraceEvent(BaseEvent): def __init__(self, type, data): super().__init__(type, data) self.category = data.get("cat", "") self.duration = data.get("dur") @property def external_id(se extern_id = self.args.get("external id") if extern_id is None: extern_id = self.args.get("External id") return extern_id @property def callstack(self): return self.args.get("Call stack", "") @property def input_shape(self): shape = self.args.get("Input Dims") if shape is None: shape = self.args.get("Input dims") return shape @property def input_type(self): return self.args.get("Input type") class ProfilerStepEvent(TraceEvent): def __init__(self, data): super().__init__(EventTypes.PROFILER_STEP, data) # torch.profiler.profile.step will invoke record_function with name like "ProfilerStep#5" self.step = int(self.name.split("#")[1]) class MemoryEvent(BaseEvent): def __init__(self, type, data): super().__init__(type, data) self.scope = data.get("s", "") @property def device_type(self): dtype = self.args.get("Device Type") if dtype is None: return None try: return DeviceType(dtype) except ValueError: return None @property def device_id(self): return self.args.get("Device Id") @property def bytes(self): return self.args.get("Bytes", 0) def create_event(event): try: type = event.get("ph") if type == "X": return create_trace_event(event) elif type == "i" and event.get('s') == 't': return MemoryEvent(EventTypes.MEMORY, event) else: return None except Exception as ex: logger.warning("Failed to parse profile event. Exception=%s. Event=%s", ex, event, exc_info=True) raise ... [1 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 37 - expected ')' • IndentationError at line 37 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Fix indentation to match Python syntax rules
|
advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 12
| 5
| 2,917
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -------------------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# --------------------------------------------------------------------------\nfrom enum import IntEnum\n\nfrom .. import utils\n\nclass EventTypes(object):\n TRACE = \"Trace\"\n OPERATOR = \"Operator\"\n PROFILER_STEP = \"ProfilerStep\"\n RUNTIME = \"Runtime\"\n KERNEL = \"Kernel\"\n MEMCPY = \"Memcpy\"\n MEMSET = \"Memset\"\n PYTHON = \"Python\"\n MEMORY = \"Memory\"\n\nSupported_EventTypes = [v for k, v in vars(EventTypes).items() if not k.startswith(\"_\") and v != EventTypes.PROFILER_STEP]\n\nclass BaseEvent(object):\n def __init__(self, type, data):\n self.type = type\n self.name = data.get(\"name\")\n self.ts = data.get(\"ts\")\n self.pid = data.get(\"pid\")\n self.tid = data.get(\"tid\")\n self.args = data.get(\"args\", {})\n\nclass TraceEvent(BaseEvent):\n def __init__(self, type, data):\n super().__init__(type, data)\n self.category = data.get(\"cat\", \"\")\n self.duration = data.get(\"dur\")\n\n @property\ndef external_id(se\n extern_id = self.args.get(\"external id\")\n if extern_id is None:\n extern_id = self.args.get(\"External id\")\n\n return extern_id\n\n @property\n def callstack(self):\n return self.args.get(\"Call stack\", \"\")\n\n @property\n def input_shape(self):\n shape = self.args.get(\"Input Dims\")\n if shape is None:\n shape = self.args.get(\"Input dims\")\n\n return shape\n\n @property\n def input_type(self):\n return self.args.get(\"Input type\")\n\nclass ProfilerStepEvent(TraceEvent):\n def __init__(self, data):\n super().__init__(EventTypes.PROFILER_STEP, data)\n # torch.profiler.profile.step will invoke record_function with name like \"ProfilerStep#5\"\n self.step = int(self.name.split(\"#\")[1])\n\nclass MemoryEvent(BaseEvent):\n def __init__(self, type, data):\n super().__init__(type, data)\n self.scope = data.get(\"s\", \"\")\n\n @property\n def device_type(self):\n dtype = self.args.get(\"Device Type\")\n if dtype is None:\n return None\n\n try:\n return DeviceType(dtype)\n except ValueError:\n return None\n\n @property\n def device_id(self):\n return self.args.get(\"Device Id\")\n\n @property\n def bytes(self):\n return self.args.get(\"Bytes\", 0)\n\ndef create_event(event):\n try:\n type = event.get(\"ph\")\n if type == \"X\":\n return create_trace_event(event)\n elif type == \"i\" and event.get('s') == 't':\n return MemoryEvent(EventTypes.MEMORY, event)\n else:\n return None\n except Exception as ex:\n logger.warning(\"Failed to parse profile event. Exception=%s. Event=%s\", ex, event, exc_info=True)\n raise\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 37 - expected ')'\n \u2022 IndentationError at line 37\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
6ab4adb92969b15eb2c974889f086f66aef842c0
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright (c) 2012 The Chromium Authors. All rights reserved. # Use of this source code is governed by a BSD-style license that can be # found in the LICENSE file.
|
Code Review: Code looks good! Consider edge cases Add comprehensive tests
|
beginner
|
general
|
code_review
|
Pythoncode:Python
| 0
| 0
| 166
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright (c) 2012 The Chromium Authors. All rights reserved.\n# Use of this source code is governed by a BSD-style license that can be\n# found in the LICENSE file."}, {"role": "assistant", "content": " Code Review:\n\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
6ab4b36734b64370a49309c3224c455e6990233d
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ PROBLEM A palindromic number reads the same both ways. The largest palindrome made from the product of two 2-digit numbers is 9009 = 91 × 99. Find the largest palindrome made from the product of two 3-digit numbers. ANSWER: 906609 Solve time ~ 0.760 seconds """ from itertools import product import unittest from util.utils import timeit class Problem4: def __init__(self, num_digits): self.lower = 10 ** (num_digits - 1) - 1 self.upper = 10 ** num_digits - 1 @staticmethod def is_palindrome(num): return str(num) == str(num)[::-1] @timeit def solve(self): pds = [] for i, j in product(range(self.lower, self.upper), repeat=2): if self.is_palindrome(i * j): pds.append(i * j) return max(pds) class Solution4(unittest.TestCase): def setUp(self): self.problem = Problem4(3) def test_solution(self): self.assertEqual(906609, self.problem.solve()) if __name__ == '__main__': unittest.main()
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 Block at line 9 has no indented body ⚠️ Warnings: Unexpected indentation at line 23 Unexpected indentation at line 26 Unexpected indentation at line 30 Unexpected indentation at line 32 💡 Suggestions: Add closing quote at line 1 Add docstring to class 'Problem4' Add docstring to class 'Solution4'
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 5
| 2
| 1,029
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\nPROBLEM\n\nA palindromic number reads the same both ways. The largest palindrome made from the product of two 2-digit numbers\nis 9009 = 91 \u00d7 99.\n\nFind the largest palindrome made from the product of two 3-digit numbers.\n\nANSWER:\n906609\nSolve time ~ 0.760 seconds\n\"\"\"\n\nfrom itertools import product\n\nimport unittest\nfrom util.utils import timeit\n\n\nclass Problem4:\n def __init__(self, num_digits):\n self.lower = 10 ** (num_digits - 1) - 1\n self.upper = 10 ** num_digits - 1\n\n @staticmethod\n def is_palindrome(num):\n return str(num) == str(num)[::-1]\n\n @timeit\n def solve(self):\n pds = []\n for i, j in product(range(self.lower, self.upper), repeat=2):\n if self.is_palindrome(i * j):\n pds.append(i * j)\n return max(pds)\n\n\nclass Solution4(unittest.TestCase):\n def setUp(self):\n self.problem = Problem4(3)\n\n def test_solution(self):\n self.assertEqual(906609, self.problem.solve())\n\n\nif __name__ == '__main__':\n unittest.main()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 1\n Block at line 9 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 23\n Unexpected indentation at line 26\n Unexpected indentation at line 30\n Unexpected indentation at line 32\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1\n Add docstring to class 'Problem4'\n Add docstring to class 'Solution4'"}]
| false
| null | null | null |
6ab5293b9595b159942c1bb0c1e2bfcef5e08aec
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import sys import json import logging import argparse import warnings import requests from indexclient import errors # DEPRECATED 11/2019 -- interacts with old `/alias/` endpoint. # For creating aliases for indexd records, prefer using # the `add_alias` function, which interacts with the new # `/index/{GUID}/aliases` endpoint. def info(host, port, name, **kwargs): """ Retrieve info by name. """ warnings.warn( ( "This function is deprecated. For creating aliases for indexd " "records, prefer using the `add_alias_for_did` function, which " "interacts with the new `/index/{GUID}/aliases` endpoint." ), DeprecationWarning, ) resource = "http://{host}:{port}/alias/{name}".format( host=host, port=port, name=name ) Error: IndentationError / Incomplete Function
|
Fixed Code: import sys import json import logging import argparse import warnings import requests from indexclient import errors # DEPRECATED 11/2019 -- interacts with old `/alias/` endpoint. # For creating aliases for indexd records, prefer using # the `add_alias` function, which interacts with the new # `/index/{GUID}/aliases` endpoint. def info(host, port, name, **kwargs): """ Retrieve info by name. """ warnings.warn( Explanation: Complete the function 'info' body and add missing return
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 816
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport sys\nimport json\nimport logging\nimport argparse\nimport warnings\n\nimport requests\n\nfrom indexclient import errors\n\n\n# DEPRECATED 11/2019 -- interacts with old `/alias/` endpoint.\n# For creating aliases for indexd records, prefer using\n# the `add_alias` function, which interacts with the new\n# `/index/{GUID}/aliases` endpoint.\ndef info(host, port, name, **kwargs):\n \"\"\"\n Retrieve info by name.\n \"\"\"\n warnings.warn(\n (\n \"This function is deprecated. For creating aliases for indexd \"\n \"records, prefer using the `add_alias_for_did` function, which \"\n \"interacts with the new `/index/{GUID}/aliases` endpoint.\"\n ),\n DeprecationWarning,\n )\n resource = \"http://{host}:{port}/alias/{name}\".format(\n host=host, port=port, name=name\n )\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport sys\nimport json\nimport logging\nimport argparse\nimport warnings\n\nimport requests\n\nfrom indexclient import errors\n\n\n# DEPRECATED 11/2019 -- interacts with old `/alias/` endpoint.\n# For creating aliases for indexd records, prefer using\n# the `add_alias` function, which interacts with the new\n# `/index/{GUID}/aliases` endpoint.\ndef info(host, port, name, **kwargs):\n \"\"\"\n Retrieve info by name.\n \"\"\"\n warnings.warn(\n\n Explanation: Complete the function 'info' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
6ab57006541d451df413f174cce8e16652508bf7
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import psycopg2 import redis import json from bottle import Bottle, request class Sender(Bottle): def __init__(self): super().__init__() self.route('/', method='POST', callback=self.send) self.fila = redis.StrictRedis(host='queue', port=6379, db=0) DSN = 'dbname=email_sender user=postgress host=db' self.conn = psycopg2.connect(DSN) def register_message(self, assunto, mensagem): SQL = 'INSERT INTO emails (assunto, mensagem) VALUES (%s, %s)' cur = self.conn.cursor() cur.execute(SQL, (assunto, mensagem)) self.conn.commit() cur.close() msg = {'assunto': assunto, 'mensagem': mensagem} self.fila.rpush('sender', json.dumps(msg)) print('Message registered!') def send(self): assunto = request.forms.get('assunto') mensagem = request.forms.get('mensagem') self.register_message(assunto, mensagem) return 'Message queued! Assunto: {} Mensage: {}'.format( assunto, mensagem ) if __name__ == '__main__': sender = Sender() sender.run(host='0.0.0.0', port=8080, debug=True)
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 💡 Suggestions: Add docstring to class 'Sender' Add docstring to function '__init__' Add docstring to function 'register_message'
|
advanced
|
api
|
debugging
|
Pythoncode:Python
| 3
| 1
| 1,151
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport psycopg2\nimport redis\nimport json\nfrom bottle import Bottle, request\n\n\nclass Sender(Bottle):\n def __init__(self):\n super().__init__()\n self.route('/', method='POST', callback=self.send)\n self.fila = redis.StrictRedis(host='queue', port=6379, db=0)\n DSN = 'dbname=email_sender user=postgress host=db'\n self.conn = psycopg2.connect(DSN)\n\n def register_message(self, assunto, mensagem):\n SQL = 'INSERT INTO emails (assunto, mensagem) VALUES (%s, %s)'\n cur = self.conn.cursor()\n cur.execute(SQL, (assunto, mensagem))\n self.conn.commit()\n cur.close()\n\n msg = {'assunto': assunto, 'mensagem': mensagem}\n self.fila.rpush('sender', json.dumps(msg))\n\n print('Message registered!')\n\n def send(self):\n assunto = request.forms.get('assunto')\n mensagem = request.forms.get('mensagem')\n\n self.register_message(assunto, mensagem)\n return 'Message queued! Assunto: {} Mensage: {}'.format(\n assunto, mensagem\n )\n\nif __name__ == '__main__':\n sender = Sender()\n sender.run(host='0.0.0.0', port=8080, debug=True)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'Sender'\n Add docstring to function '__init__'\n Add docstring to function 'register_message'"}]
| false
| null | null | null |
6ab5f637fa16cf262bdd8660fa9b73c3bc7980b2
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import click import poyo import ruamel.yaml import runez import strictyaml import yaml as pyyaml from zyaml import load_path, load_string, tokens_from_path, tokens_from_string from zyaml.marshal import decode, default_marshal, represented_scalar from . import TestSettings class ImplementationCollection(object): def __init__(self, names, default="zyaml,ruamel"): av = [ZyamlImplementation, RuamelImplementation, PyyamlBaseImplementation, PoyoImplementation, StrictImplementation] self.available = dict((m.name, m()) for m in av) self.unknown = [] self.selected = [] if names.startswith("+"): names = "%s,%s" % (names[1:], default) names = [s.strip() for s in names.split(",")] names = [s for s in names if s] seen = {} for name in names: found = 0 for i in self.available.values(): if name == "all" or name in i.name: if i.name not in seen: seen[i.name] = True self.selected.append(i) found += 1 if found == 0: self.unknown.append(name) self.combinations = None def track_result_combination(self, impl, data): if isinstance(data, Exception): value = runez.stringified(data) else: value = runez.represented_json(data, stringify=decode, keep_none=True, none_key="-null-") name = impl.name if self.combinations is None: self.combinations = {} for i1 in self.selected: for i2 in self.selected: if i1.name < i2.name: self.combinations[(i1.name, i2.name)] = set() for names, values in self.combinations.items(): if name in names: values.add(value) def __repr__(self): return ",".join(str(i) for i in self.selected) def __len__(self): return len(self.selected) def __iter__(self): for i in self.selected: yield i class Implementation(object): """Implementation of loading a yml file""" name = None # type: str def __repr__(self): return self.name @classmethod def option(cls, default="zyaml,ruamel", count=None, **kwargs): """ Args: default (str | None): Default implementation(s) to use count (int | None): Optional: exact number of implementations that have to specified **kwargs: Passed-through to click """ kwargs["default"] = default ... [31 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 81 Invalid syntax at line 90: ... [31 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 28 Unexpected indentation at line 32 Unexpected indentation at line 49 Unexpected indentation at line 51 Unexpected indentation at line 80 Unexpected indentation at line 82 Unexpected indentation at line 84 Unexpected indentation at line 85 Unexpected indentation at line 86 Unexpected indentation at line 87 ✨ Improvements: Complete the expression on the last line Add closing quote at line 81 Review syntax near the error location
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 7
| 2
| 2,679
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport click\nimport poyo\nimport ruamel.yaml\nimport runez\nimport strictyaml\nimport yaml as pyyaml\n\nfrom zyaml import load_path, load_string, tokens_from_path, tokens_from_string\nfrom zyaml.marshal import decode, default_marshal, represented_scalar\n\nfrom . import TestSettings\n\n\nclass ImplementationCollection(object):\n def __init__(self, names, default=\"zyaml,ruamel\"):\n av = [ZyamlImplementation, RuamelImplementation, PyyamlBaseImplementation, PoyoImplementation, StrictImplementation]\n self.available = dict((m.name, m()) for m in av)\n self.unknown = []\n self.selected = []\n if names.startswith(\"+\"):\n names = \"%s,%s\" % (names[1:], default)\n\n names = [s.strip() for s in names.split(\",\")]\n names = [s for s in names if s]\n seen = {}\n for name in names:\n found = 0\n for i in self.available.values():\n if name == \"all\" or name in i.name:\n if i.name not in seen:\n seen[i.name] = True\n self.selected.append(i)\n\n found += 1\n\n if found == 0:\n self.unknown.append(name)\n\n self.combinations = None\n\n def track_result_combination(self, impl, data):\n if isinstance(data, Exception):\n value = runez.stringified(data)\n\n else:\n value = runez.represented_json(data, stringify=decode, keep_none=True, none_key=\"-null-\")\n\n name = impl.name\n if self.combinations is None:\n self.combinations = {}\n for i1 in self.selected:\n for i2 in self.selected:\n if i1.name < i2.name:\n self.combinations[(i1.name, i2.name)] = set()\n\n for names, values in self.combinations.items():\n if name in names:\n values.add(value)\n\n def __repr__(self):\n return \",\".join(str(i) for i in self.selected)\n\n def __len__(self):\n return len(self.selected)\n\n def __iter__(self):\n for i in self.selected:\n yield i\n\n\nclass Implementation(object):\n \"\"\"Implementation of loading a yml file\"\"\"\n\n name = None # type: str\n\n def __repr__(self):\n return self.name\n\n @classmethod\n def option(cls, default=\"zyaml,ruamel\", count=None, **kwargs):\n \"\"\"\n Args:\n default (str | None): Default implementation(s) to use\n count (int | None): Optional: exact number of implementations that have to specified\n **kwargs: Passed-through to click\n \"\"\"\n kwargs[\"default\"] = default\n\n\n ... [31 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 81\n Invalid syntax at line 90: ... [31 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\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 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 28\n Unexpected indentation at line 32\n Unexpected indentation at line 49\n Unexpected indentation at line 51\n Unexpected indentation at line 80\n Unexpected indentation at line 82\n Unexpected indentation at line 84\n Unexpected indentation at line 85\n Unexpected indentation at line 86\n Unexpected indentation at line 87\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 81\n Review syntax near the error location"}]
| false
| null | null | null |
6ab5f90a0a47ff5a1e41ea47789a04eed55d4b77
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import pandas as pd import numpy as np import re import pickle # plotting import seaborn as sns import matplotlib.pyplot as plt # Tune learning_rate from numpy import loadtxt from xgboost import XGBClassifier from sklearn.model_selection import GridSearchCV from sklearn.model_selection import StratifiedKFold # First XGBoost model for MBTI dataset from numpy import loadtxt from xgboost import XGBClassifier from sklearn.model_selection import train_test_split from sklearn.metrics import accuracy_score ##### Compute list of subject with Type | list of comments from nltk.stem import PorterStemmer, WordNetLemmatizer from nltk.corpus import stopwords from nltk import word_tokenize import nltk def get_types(row): t=row['type'] I = 0; N = 0 T = 0; J = 0 if t[0] == 'I': I = 1 elif t[0] == 'E': I = 0 else: print('I-E incorrect') if t[1] == 'N': N = 1 elif t[1] == 'S': N = 0 else: print('N-S incorrect') if t[2] == 'T': T = 1 elif t[2] == 'F': T = 0 else: print('T-F incorrect') if t[3] == 'J': J = 1 elif t[3] == 'P': J = 0 else: print('J-P incorrect') return pd.Series( {'IE':I, 'NS':N , 'TF': T, 'JP': J }) #딕셔너리파일 설정 b_Pers = {'I':0, 'E':1, 'N':0, 'S':1, 'F':0, 'T':1, 'J':0, 'P':1} #리스트를 두개씩 묶어서 리스트로 만듬 b_Pers_list = [{0:'I', 1:'E'}, {0:'N', 1:'S'}, {0:'F', 1:'T'}, {0:'J', 1:'P'}] def translate_personality(personality): # transform mbti to binary vector return [b_Pers[l] for l in personality] def translate_back(personality): # transform binary vector to mbti personality s = "" for i, l in enumerate(personality): s += b_Pers_list[i][l] return s # We want to remove these from the psosts unique_type_list = ['INFJ', 'ENTP', 'INTP', 'INTJ', 'ENTJ', 'ENFJ', 'INFP', 'ENFP', 'ISFP', 'ISTP', 'ISFJ', 'ISTJ', 'ESTP', 'ESFP', 'ESTJ', 'ESFJ'] unique_type_list = [x.lower() for x in unique_type_list] # Lemmatize stemmer = PorterStemmer() lemmatiser = WordNetLemmatizer() # Cache the stop words for speed cachedStopWords = stopwords.words("english") ... [2 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 3
| 0
| 2,255
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\r\nimport pandas as pd\r\nimport numpy as np\r\nimport re\r\nimport pickle\r\n\r\n# plotting\r\nimport seaborn as sns\r\nimport matplotlib.pyplot as plt\r\n\r\n# Tune learning_rate\r\nfrom numpy import loadtxt\r\nfrom xgboost import XGBClassifier\r\nfrom sklearn.model_selection import GridSearchCV\r\nfrom sklearn.model_selection import StratifiedKFold\r\n\r\n# First XGBoost model for MBTI dataset\r\nfrom numpy import loadtxt\r\nfrom xgboost import XGBClassifier\r\nfrom sklearn.model_selection import train_test_split\r\nfrom sklearn.metrics import accuracy_score\r\n\r\n##### Compute list of subject with Type | list of comments \r\nfrom nltk.stem import PorterStemmer, WordNetLemmatizer\r\nfrom nltk.corpus import stopwords \r\nfrom nltk import word_tokenize\r\n\r\nimport nltk\r\ndef get_types(row):\r\n t=row['type']\r\n\r\n I = 0; N = 0\r\n T = 0; J = 0\r\n \r\n if t[0] == 'I': I = 1\r\n elif t[0] == 'E': I = 0\r\n else: print('I-E incorrect')\r\n \r\n if t[1] == 'N': N = 1\r\n elif t[1] == 'S': N = 0\r\n else: print('N-S incorrect')\r\n \r\n if t[2] == 'T': T = 1\r\n elif t[2] == 'F': T = 0\r\n else: print('T-F incorrect')\r\n \r\n if t[3] == 'J': J = 1\r\n elif t[3] == 'P': J = 0\r\n else: print('J-P incorrect')\r\n return pd.Series( {'IE':I, 'NS':N , 'TF': T, 'JP': J })\r\n\r\n\r\n#\ub515\uc154\ub108\ub9ac\ud30c\uc77c \uc124\uc815\r\nb_Pers = {'I':0, 'E':1, 'N':0, 'S':1, 'F':0, 'T':1, 'J':0, 'P':1}\r\n\r\n#\ub9ac\uc2a4\ud2b8\ub97c \ub450\uac1c\uc529 \ubb36\uc5b4\uc11c \ub9ac\uc2a4\ud2b8\ub85c \ub9cc\ub4ec\r\nb_Pers_list = [{0:'I', 1:'E'}, {0:'N', 1:'S'}, {0:'F', 1:'T'}, {0:'J', 1:'P'}]\r\n\r\n\r\n\r\ndef translate_personality(personality):\r\n # transform mbti to binary vector\r\n \r\n return [b_Pers[l] for l in personality]\r\n\r\n\r\n\r\ndef translate_back(personality):\r\n # transform binary vector to mbti personality\r\n \r\n s = \"\"\r\n for i, l in enumerate(personality):\r\n s += b_Pers_list[i][l]\r\n return s\r\n\r\n# We want to remove these from the psosts\r\nunique_type_list = ['INFJ', 'ENTP', 'INTP', 'INTJ', 'ENTJ', 'ENFJ', 'INFP', 'ENFP',\r\n 'ISFP', 'ISTP', 'ISFJ', 'ISTJ', 'ESTP', 'ESFP', 'ESTJ', 'ESFJ']\r\n\r\nunique_type_list = [x.lower() for x in unique_type_list]\r\n\r\n# Lemmatize\r\nstemmer = PorterStemmer()\r\nlemmatiser = WordNetLemmatizer()\r\n\r\n# Cache the stop words for speed \r\ncachedStopWords = stopwords.words(\"english\")\r\n\r\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6ab606d6bade1bb254f8ee2b1905c9d3d07e2051
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: ############################################################################### # @todo add Pilot2-splash-app disclaimer ############################################################################### def get_segids(u): """Identifies the list of segments within the system. Only needs to be called x1 time""" segs = u.segments segs = segs.segids ras_segids = [] rasraf_segids = [] for i in range(len(segs)): # print(segs[i]) if segs[i][-3:] == 'RAS': ras_segids.append(segs[i]) if segs[i][-3:] == 'RAF': rasraf_segids.append(segs[i]) return ras_segids, rasraf_segids def get_protein_info(u,tag): """Uses the segments identified in get_segids to make a list of all proteins in the systems.\ Outputs a list of the first residue number of the protein, and whether it is 'RAS-ONLY', or 'RAS-RAF'.\ The 'tag' input defines what is used to identify the first residue of the protein. i.e. 'resname ACE1 and name BB'.\ Only needs to be called x1 time""" ras_segids, rasraf_segids = get_segids(u) if len(ras_segids) > 0: RAS = u.select_atoms('segid '+ras_segids[0]+' and '+str(tag)) else: RAS = [] if len(rasraf_segids) > 0: RAF = u.select_atoms('segid '+rasraf_segids[0]+' and '+str(tag)) else: RAF = [] protein_info = []#np.empty([len(RAS)+len(RAF),2]) for i in range(len(RAS)): protein_info.append((RAS[i].resid,'RAS-ONLY')) for i in range(len(RAF)): protein_info.append((RAF[i].resid,'RAS-RAF')) ######## sort protein info protein_info = sorted(protein_info) ######## sort protein info return protein_info def get_ref_kras(): """Gets the reference KRAS struct. Only called x1 time when class is loaded""" start_of_g_ref = kras_ref_universe.residues[0].resid ref_selection = 'resid '+str(start_of_g_ref)+':'+str(start_of_g_ref+24)+' ' +\ str(start_of_g_ref+38)+':'+str(start_of_g_ref+54)+' ' +\ str(start_of_g_ref+67)+':'+str(start_of_g_ref+164)+' ' +\ 'and (name CA or name BB)' r2_26r40_56r69_166_ref = kras_ref_universe.select_atoms(str(ref_selection)) return kras_ref_universe.select_atoms(str(ref_selection)).positions - kras_ref_universe.select_atoms(str(ref_selection)).center_of_mass() # Load inital ref frames (only need to do this once) ref0 = get_ref_kras() ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 3
| 0
| 2,513
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n###############################################################################\n# @todo add Pilot2-splash-app disclaimer\n###############################################################################\n\ndef get_segids(u):\n \"\"\"Identifies the list of segments within the system. Only needs to be called x1 time\"\"\"\n segs = u.segments\n segs = segs.segids\n ras_segids = []\n rasraf_segids = []\n for i in range(len(segs)):\n # print(segs[i])\n if segs[i][-3:] == 'RAS':\n ras_segids.append(segs[i])\n if segs[i][-3:] == 'RAF':\n rasraf_segids.append(segs[i])\n return ras_segids, rasraf_segids\n\ndef get_protein_info(u,tag):\n \"\"\"Uses the segments identified in get_segids to make a list of all proteins in the systems.\\\n Outputs a list of the first residue number of the protein, and whether it is 'RAS-ONLY', or 'RAS-RAF'.\\\n The 'tag' input defines what is used to identify the first residue of the protein. i.e. 'resname ACE1 and name BB'.\\\n Only needs to be called x1 time\"\"\"\n ras_segids, rasraf_segids = get_segids(u)\n if len(ras_segids) > 0:\n RAS = u.select_atoms('segid '+ras_segids[0]+' and '+str(tag))\n else:\n RAS = []\n if len(rasraf_segids) > 0:\n RAF = u.select_atoms('segid '+rasraf_segids[0]+' and '+str(tag))\n else:\n RAF = []\n protein_info = []#np.empty([len(RAS)+len(RAF),2])\n for i in range(len(RAS)):\n protein_info.append((RAS[i].resid,'RAS-ONLY'))\n for i in range(len(RAF)):\n protein_info.append((RAF[i].resid,'RAS-RAF'))\n\n ######## sort protein info\n protein_info = sorted(protein_info)\n ######## sort protein info\n return protein_info\n\ndef get_ref_kras():\n \"\"\"Gets the reference KRAS struct. Only called x1 time when class is loaded\"\"\"\n start_of_g_ref = kras_ref_universe.residues[0].resid\n ref_selection = 'resid '+str(start_of_g_ref)+':'+str(start_of_g_ref+24)+' ' +\\\n str(start_of_g_ref+38)+':'+str(start_of_g_ref+54)+' ' +\\\n str(start_of_g_ref+67)+':'+str(start_of_g_ref+164)+' ' +\\\n 'and (name CA or name BB)'\n\n r2_26r40_56r69_166_ref = kras_ref_universe.select_atoms(str(ref_selection))\n return kras_ref_universe.select_atoms(str(ref_selection)).positions - kras_ref_universe.select_atoms(str(ref_selection)).center_of_mass()\n\n\n# Load inital ref frames (only need to do this once)\nref0 = get_ref_kras()\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6ab6c4226f6262d47cafb69a5403744916d50994
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: def setup_platform(hass, config, add_devices_callback, discovery_info=None): """ Setup Hikvision Camera config. """ host = config.get(CONF_HOST, None) port = config.get('port', "80") name = config.get('name', "Hikvision Camera Motion Detection") username = config.get(CONF_USERNAME, "admin") password = config.get(CONF_PASSWORD, "12345") if hikvision.api is None: _LOGGING.error(( "Failed to import hikvision. Did you maybe not install the " "'hikvision' dependency?")) return False try: hikvision_cam = hikvision.api.CreateDevice( host, port=port, username=username, password=password, is_https=False) except MissingParamError as param_err: _LOGGING.error("Missing required param: %s", param_err) return False except HikvisionError as conn_err: _LOGGING.error("Unable to connect: %s", conn_err) return False add_devices_callback([ HikvisionMotionSwitch(name, hikvision_cam) ]) class HikvisionMotionSwitch(ToggleEntity): """ Provides a switch to toggle on/off motion detection. """ def __init__(self, name, hikvision_cam): self._name = name self._hikvision_cam = hikvision_cam self._state = STATE_OFF @property def should_poll(self): """ Poll for status regularly. """ return True @property def name(self): """ Returns the name of the device if any. """ return self._name @property def state(self): """ Returns the state of the device if any. """ return self._state @property def is_on(self): """ True if device is on. """ return self._state == STATE_ON def turn_on(self, **kwargs): """ Turn the device on. """ _LOGGING.info("Turning on Motion Detection ") self._hikvision_cam.enable_motion_detection() def turn_off(self, **kwargs): """ Turn the device off. """ _LOGGING.info("Turning off Motion Detection ") self._hikvision_cam.disable_motion_detection() def update(self): """ Update Motion Detection state """ enabled = self._hikvision_cam.is_motion_detection_enabled() _LOGGING.info('enabled: %s', enabled) self._state = STATE_ON if enabled else STATE_OFF
|
Code Review: ❌ Critical issues: Block at line 33 has no indented body ⚠️ 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 12 Unexpected indentation at line 13 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 26 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 43 Unexpected indentation at line 45 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 53 Unexpected indentation at line 55 Unexpected indentation at line 58 Unexpected indentation at line 60 Unexpected indentation at line 66 Unexpected indentation at line 72 Unexpected indentation at line 76 Unexpected indentation at line 77
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 9
| 1
| 2,358
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\ndef setup_platform(hass, config, add_devices_callback, discovery_info=None):\n \"\"\" Setup Hikvision Camera config. \"\"\"\n\n host = config.get(CONF_HOST, None)\n port = config.get('port', \"80\")\n name = config.get('name', \"Hikvision Camera Motion Detection\")\n username = config.get(CONF_USERNAME, \"admin\")\n password = config.get(CONF_PASSWORD, \"12345\")\n\n if hikvision.api is None:\n _LOGGING.error((\n \"Failed to import hikvision. Did you maybe not install the \"\n \"'hikvision' dependency?\"))\n\n return False\n\n try:\n hikvision_cam = hikvision.api.CreateDevice(\n host, port=port, username=username,\n password=password, is_https=False)\n except MissingParamError as param_err:\n _LOGGING.error(\"Missing required param: %s\", param_err)\n return False\n except HikvisionError as conn_err:\n _LOGGING.error(\"Unable to connect: %s\", conn_err)\n return False\n\n add_devices_callback([\n HikvisionMotionSwitch(name, hikvision_cam)\n ])\n\n\nclass HikvisionMotionSwitch(ToggleEntity):\n\n \"\"\" Provides a switch to toggle on/off motion detection. \"\"\"\n\n def __init__(self, name, hikvision_cam):\n self._name = name\n self._hikvision_cam = hikvision_cam\n self._state = STATE_OFF\n\n @property\n def should_poll(self):\n \"\"\" Poll for status regularly. \"\"\"\n return True\n\n @property\n def name(self):\n \"\"\" Returns the name of the device if any. \"\"\"\n return self._name\n\n @property\n def state(self):\n \"\"\" Returns the state of the device if any. \"\"\"\n return self._state\n\n @property\n def is_on(self):\n \"\"\" True if device is on. \"\"\"\n return self._state == STATE_ON\n\n def turn_on(self, **kwargs):\n \"\"\" Turn the device on. \"\"\"\n\n _LOGGING.info(\"Turning on Motion Detection \")\n self._hikvision_cam.enable_motion_detection()\n\n def turn_off(self, **kwargs):\n \"\"\" Turn the device off. \"\"\"\n\n _LOGGING.info(\"Turning off Motion Detection \")\n self._hikvision_cam.disable_motion_detection()\n\n def update(self):\n \"\"\" Update Motion Detection state \"\"\"\n enabled = self._hikvision_cam.is_motion_detection_enabled()\n _LOGGING.info('enabled: %s', enabled)\n\n self._state = STATE_ON if enabled else STATE_OFF"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 33 has no indented body\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 12\n Unexpected indentation at line 13\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 26\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 43\n Unexpected indentation at line 45\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 53\n Unexpected indentation at line 55\n Unexpected indentation at line 58\n Unexpected indentation at line 60\n Unexpected indentation at line 66\n Unexpected indentation at line 72\n Unexpected indentation at line 76\n Unexpected indentation at line 77"}]
| false
| null | null | null |
6ab82df482a2f9c96080ef85619210a77bdeb9a0
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: class TermsQueryMixin: """A mixin for filter definitions that need to apply term queries.""" def get_query_fragment(self, data): """Build the query fragments as term queries for each selected value.""" value_list = data.get(self.name) # For terms filters, as the name implies, it's a simple terms fragment return ( [{"key": self.name, "fragment": [{"terms": {self.term: value_list}}]}] if value_list else [] ) class ChoicesQueryMixin: """A mixin for filter definitions that need to apply predefined queries.""" def get_query_fragment(self, data): """Pick the hardcoded query fragment for each selected value.""" fragment_map = self.get_fragment_map() return [ {"key": self.name, "fragment": fragment_map[value]} for value in data.get(self.name, []) ] class ChoicesAggsMixin: """A mixin for filter definitions that need to apply aggregations for predefined choices.""" # pylint: disable=unused-argument def get_aggs_fragment(self, queries, *args, **kwargs): """ Build the aggregations as a set of filters, one for each possible value of the field. """ return { # Create a custom aggregation for each possible choice for this filter # eg `availability@coming_soon` & `availability@current` & `availability@open` "{:s}@{:s}".format(self.name, choice_key): { "filter": { "bool": { # Use all the query fragments from the queries *but* the one(s) that # filter on the current filter: we manually add back the only one that # is relevant to the current choice. "must": choice_fragment + [ clause for kf_pair in queries for clause in kf_pair["fragment"] if kf_pair["key"] is not self.name ] } } } for choice_key, choice_fragment in self.get_fragment_map().items() } class NestedChoicesAggsMixin: """ A mixin for filter definitions that are related to a nested field. The aggregation filter can only be recomputed at the level of the parent because it should group all queries of fields nested below the parent. """ # pylint: disable=unused-argument ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 8 Invalid syntax at line 68: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 32 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 ✨ Improvements: Complete the expression on the last line Add closing quote at line 8 Review syntax near the error location
|
advanced
|
database
|
code_review
|
Pythoncode:Python
| 3
| 4
| 2,611
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nclass TermsQueryMixin:\n \"\"\"A mixin for filter definitions that need to apply term queries.\"\"\"\n\n def get_query_fragment(self, data):\n \"\"\"Build the query fragments as term queries for each selected value.\"\"\"\n value_list = data.get(self.name)\n\n # For terms filters, as the name implies, it's a simple terms fragment\n return (\n [{\"key\": self.name, \"fragment\": [{\"terms\": {self.term: value_list}}]}]\n if value_list\n else []\n )\n\n\nclass ChoicesQueryMixin:\n \"\"\"A mixin for filter definitions that need to apply predefined queries.\"\"\"\n\n def get_query_fragment(self, data):\n \"\"\"Pick the hardcoded query fragment for each selected value.\"\"\"\n fragment_map = self.get_fragment_map()\n return [\n {\"key\": self.name, \"fragment\": fragment_map[value]}\n for value in data.get(self.name, [])\n ]\n\n\nclass ChoicesAggsMixin:\n \"\"\"A mixin for filter definitions that need to apply aggregations for predefined choices.\"\"\"\n\n # pylint: disable=unused-argument\n def get_aggs_fragment(self, queries, *args, **kwargs):\n \"\"\"\n Build the aggregations as a set of filters, one for each possible value of the field.\n \"\"\"\n return {\n # Create a custom aggregation for each possible choice for this filter\n # eg `availability@coming_soon` & `availability@current` & `availability@open`\n \"{:s}@{:s}\".format(self.name, choice_key): {\n \"filter\": {\n \"bool\": {\n # Use all the query fragments from the queries *but* the one(s) that\n # filter on the current filter: we manually add back the only one that\n # is relevant to the current choice.\n \"must\": choice_fragment\n + [\n clause\n for kf_pair in queries\n for clause in kf_pair[\"fragment\"]\n if kf_pair[\"key\"] is not self.name\n ]\n }\n }\n }\n for choice_key, choice_fragment in self.get_fragment_map().items()\n }\n\n\nclass NestedChoicesAggsMixin:\n \"\"\"\n A mixin for filter definitions that are related to a nested field. The aggregation filter can\n only be recomputed at the level of the parent because it should group all queries of fields\n nested below the parent.\n \"\"\"\n\n # pylint: disable=unused-argument\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 8\n Invalid syntax at line 68: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 32\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 8\n Review syntax near the error location"}]
| false
| null | null | null |
6ab942559c3b1955ee240520738d5bee4d16cc10
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from typing import List, Optional, TYPE_CHECKING import weakref from PyQt5.QtCore import QEvent, Qt from PyQt5.QtWidgets import (QComboBox, QGridLayout, QGroupBox, QHBoxLayout, QLabel, QLineEdit, class ReceiveView(QWidget): _qr_window: Optional[QR_Window] = None def __init__(self, main_window: 'ElectrumWindow', account_id: int) -> None: super().__init__(main_window) self._main_window = weakref.proxy(main_window) self._account_id = account_id self._account = main_window._wallet.get_account(account_id) self._logger = logs.get_logger(f"receive-view[{self._account_id}]") self._receive_key_id: Optional[int] = None self._request_list_toolbar_layout = TableTopButtonLayout() self._request_list_toolbar_layout.refresh_signal.connect( self._main_window.refresh_wallet_display) self._request_list_toolbar_layout.filter_signal.connect(self._filter_request_list)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 5 - expected ')' • SyntaxError: '(' was never closed at line 5 Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 956
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom typing import List, Optional, TYPE_CHECKING\nimport weakref\n\nfrom PyQt5.QtCore import QEvent, Qt\nfrom PyQt5.QtWidgets import (QComboBox, QGridLayout, QGroupBox, QHBoxLayout, QLabel, QLineEdit,\nclass ReceiveView(QWidget):\n _qr_window: Optional[QR_Window] = None\n\n def __init__(self, main_window: 'ElectrumWindow', account_id: int) -> None:\n super().__init__(main_window)\n\n self._main_window = weakref.proxy(main_window)\n self._account_id = account_id\n self._account = main_window._wallet.get_account(account_id)\n self._logger = logs.get_logger(f\"receive-view[{self._account_id}]\")\n\n self._receive_key_id: Optional[int] = None\n\n self._request_list_toolbar_layout = TableTopButtonLayout()\n self._request_list_toolbar_layout.refresh_signal.connect(\n self._main_window.refresh_wallet_display)\n self._request_list_toolbar_layout.filter_signal.connect(self._filter_request_list)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 5 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 5\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6ab9a4f6d4ca5cd5f443cec5fb87c6e2f96318a3
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os import sys if sys.version_info[0] == 2: _ENCODE = sys.getfilesystemencoding() def path_join(*args): bin_args = map(lambda a: a.decode(_ENCODE), args) return os.path.join(*bin_args).encode(_ENCODE) def str_join(s, l): bin_args = map(lambda a: a.decode(_ENCODE), l) # Complete this line return b.join(bin_args).encode(_ENCODE) logfile_open = open else: path_join = os.path.join str_join = str.join def logfile_open(*args): return open(*args, errors='replace')
|
The missing line is: b = s.decode(_ENCODE)
|
intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 0
| 514
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport os\nimport sys\n\nif sys.version_info[0] == 2:\n _ENCODE = sys.getfilesystemencoding()\n\n def path_join(*args):\n bin_args = map(lambda a: a.decode(_ENCODE), args)\n return os.path.join(*bin_args).encode(_ENCODE)\n\n def str_join(s, l):\n bin_args = map(lambda a: a.decode(_ENCODE), l)\n # Complete this line\n return b.join(bin_args).encode(_ENCODE)\n\n logfile_open = open\n\nelse:\n\n path_join = os.path.join\n str_join = str.join\n\n def logfile_open(*args):\n return open(*args, errors='replace')"}, {"role": "assistant", "content": "The missing line is:\n b = s.decode(_ENCODE)"}]
| false
| null | null | null |
6ab9d713b15cf7e2722180a91c20d945c012ee0e
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python """ VAPI test """ import unittest import os import signal from framework import VppTestCase, running_extended_tests, \ VppTestRunner, Worker @unittest.skipUnless(running_extended_tests(), "part of extended tests" class VOMTestCase(VppTestCase): """ VPP Object Model Test """ def test_vom_cpp(self): """ run C++ VOM tests """ var = "TEST_DIR" built_root = os.getenv(var, None) self.assertIsNotNone(built_root, "Environment variable `%s' not set" % var) executable = "%s/build/vom_test/vom_test" % built_root worker = Worker( [executable, "vpp object model", self.shm_prefix], self.logger) worker.start() timeout = 120 worker.join(timeout) self.logger.info("Worker result is `%s'" % worker.result) error = False if worker.result is None: try: error = True self.logger.error( "Timeout! Worker did not finish in %ss" % timeout) os.killpg(os.getpgid(worker.process.pid), signal.SIGTERM) worker.join() except: raise Exception("Couldn't kill worker-spawned process") if error: raise Exception( "Timeout! Worker did not finish in %ss" % timeout) self.assert_equal(worker.result, 0, "Binary test return code") if __name__ == '__main__': unittest.main(testRunner=VppTestRunner)
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 20 • Unclosed '(' at line 11 - expected ')' • SyntaxError: '(' was never closed at line 11 Fixes: • Add closing quote at line 20 • Add closing ')' bracket • Review code syntax
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 1,517
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\"\"\" VAPI test \"\"\"\n\nimport unittest\nimport os\nimport signal\nfrom framework import VppTestCase, running_extended_tests, \\\n VppTestRunner, Worker\n\n\n@unittest.skipUnless(running_extended_tests(), \"part of extended tests\"\nclass VOMTestCase(VppTestCase):\n \"\"\" VPP Object Model Test \"\"\"\n\n def test_vom_cpp(self):\n \"\"\" run C++ VOM tests \"\"\"\n var = \"TEST_DIR\"\n built_root = os.getenv(var, None)\n self.assertIsNotNone(built_root,\n \"Environment variable `%s' not set\" % var)\n executable = \"%s/build/vom_test/vom_test\" % built_root\n worker = Worker(\n [executable, \"vpp object model\", self.shm_prefix], self.logger)\n worker.start()\n timeout = 120\n worker.join(timeout)\n self.logger.info(\"Worker result is `%s'\" % worker.result)\n error = False\n if worker.result is None:\n try:\n error = True\n self.logger.error(\n \"Timeout! Worker did not finish in %ss\" % timeout)\n os.killpg(os.getpgid(worker.process.pid), signal.SIGTERM)\n worker.join()\n except:\n raise Exception(\"Couldn't kill worker-spawned process\")\n if error:\n raise Exception(\n \"Timeout! Worker did not finish in %ss\" % timeout)\n self.assert_equal(worker.result, 0, \"Binary test return code\")\n\n\nif __name__ == '__main__':\n unittest.main(testRunner=VppTestRunner)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 20\n \u2022 Unclosed '(' at line 11 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 11\n\n Fixes:\n \u2022 Add closing quote at line 20\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
6aba555a9c95d6e5cd6afe857fa51108b432e61a
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import json import re import scrapy from locations.hourstudy import inputoutput class TescoSpider(scrapy.Spider): name = "tesco" allowed_domains = ["tescolocation.api.tesco.com"] def store_hours(self, store_hours): clean_time='' for key, value in store_hours.items(): if('isOpen' in value and 'open' in value and 'close' in value): if(value['isOpen']=='true'): clean_time = clean_time + DAYS[key]+' '+value['open'][0:2]+':'+value['open'][2:]+'-'+value['close'][0:2]+':'+value['close'][2:]+';' else: clean_time = clean_time + DAYS[key]+' '+'Closed'+';' return clean_time def start_requests(self): url = 'https://tescolocation.api.tesco.com/v3/locations/search?offset=0&limit=1000000&sort=near:%2251.499207299999995,-0.08800609999999999%22&filter=category:Store%20AND%20isoCountryCode:x-uk&fields=name,geo,openingHours,altIds.branchNumber,contact' headers = { 'Accept-Language': 'en-US,en;q=0.9', 'Origin': 'https://www.tesco.com',
|
'Accept-Encoding': 'gzip, deflate, br', 'Accept': 'application/json, text/javascript, */*; q=0.01', 'Referer': 'https://www.kfc.com/store-locator?query=90210', 'Content-Type': 'application/x-www-form-urlencoded; charset=UTF-8', 'X-Requested-With': 'XMLHttpRequest', 'x-appkey':'store-locator-web-cde' } yield scrapy.http.FormRequest( url=url, method='GET', headers=headers, callback=self.parse ) ... [1 more functiondefs truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 2
| 1
| 1,653
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport json\nimport re\nimport scrapy\nfrom locations.hourstudy import inputoutput\nclass TescoSpider(scrapy.Spider):\n name = \"tesco\"\n allowed_domains = [\"tescolocation.api.tesco.com\"]\n def store_hours(self, store_hours):\n clean_time=''\n for key, value in store_hours.items():\n if('isOpen' in value and 'open' in value and 'close' in value):\n if(value['isOpen']=='true'):\n clean_time = clean_time + DAYS[key]+' '+value['open'][0:2]+':'+value['open'][2:]+'-'+value['close'][0:2]+':'+value['close'][2:]+';'\n else:\n clean_time = clean_time + DAYS[key]+' '+'Closed'+';'\n\n return clean_time\n def start_requests(self):\n url = 'https://tescolocation.api.tesco.com/v3/locations/search?offset=0&limit=1000000&sort=near:%2251.499207299999995,-0.08800609999999999%22&filter=category:Store%20AND%20isoCountryCode:x-uk&fields=name,geo,openingHours,altIds.branchNumber,contact'\n\n headers = {\n 'Accept-Language': 'en-US,en;q=0.9',\n 'Origin': 'https://www.tesco.com',"}, {"role": "assistant", "content": "\n 'Accept-Encoding': 'gzip, deflate, br',\n 'Accept': 'application/json, text/javascript, */*; q=0.01',\n 'Referer': 'https://www.kfc.com/store-locator?query=90210',\n 'Content-Type': 'application/x-www-form-urlencoded; charset=UTF-8',\n 'X-Requested-With': 'XMLHttpRequest',\n 'x-appkey':'store-locator-web-cde'\n }\n\n\n yield scrapy.http.FormRequest(\n url=url, method='GET',\n headers=headers, callback=self.parse\n )\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
6abaa4631fe046cd2892f35a91bca62bc7f0f887
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from importlib import import_module import re from copy import deepcopy from collections import OrderedDict from astropy.utils.data_info import MixinInfo from .column import Column from .table import Table, QTable, has_info_class from astropy.units.quantity import QuantityInfo class SerializedColumn(dict): """ Subclass of dict that is a used in the representation to contain the name (and possible other info) for a mixin attribute (either primary data or an array-like attribute) that is serialized as a column in the table. Normally contains the single key ``name`` with the name of the column in the table. """ pass ... [9 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 13 Invalid syntax at line 25: ... [9 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 19 💡 Suggestions: Complete the expression on the last line Add closing quote at line 13 Review syntax near the error location
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 0
| 1
| 706
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom importlib import import_module\nimport re\nfrom copy import deepcopy\nfrom collections import OrderedDict\n\nfrom astropy.utils.data_info import MixinInfo\nfrom .column import Column\nfrom .table import Table, QTable, has_info_class\nfrom astropy.units.quantity import QuantityInfo\n\n\nclass SerializedColumn(dict):\n \"\"\"\n Subclass of dict that is a used in the representation to contain the name\n (and possible other info) for a mixin attribute (either primary data or an\n array-like attribute) that is serialized as a column in the table.\n\n Normally contains the single key ``name`` with the name of the column in the\n table.\n \"\"\"\n pass\n\n\n\n ... [9 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 13\n Invalid syntax at line 25: ... [9 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 19\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 13\n Review syntax near the error location"}]
| false
| null | null | null |
6abb4495b3d52a4655573442ecead7d8db0e2301
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: ''' Created on Jun 18, 2013 @author: Yubin Bai All rights reserved. ''' import time from multiprocessing.pool import Pool parallelSolve = False infinity = 1 << 30 def solve(par): H, U, D, F = par day = 0 amountRise = U currH = 0 while True: amountRise = U * (1 - 0.01 * F * day) currH += amountRise if currH > H: return 'success on day %d' % (day + 1) currH -= D if currH < 0: return 'failure on day %d' % (day + 1) day += 1 class Solver: def getInput(self): self.input = [] self.numOfTests = 0 while True: H, U, D, F = map(int, self.fIn.readline().strip().split()) if H == 0: break self.numOfTests += 1 self.input.append((H, U, D, F)) def __init__(self): self.fIn = open('input.txt') self.fOut = open('output.txt', 'w') self.results = [] def parallel(self): self.getInput() p = Pool(4) millis1 = int(round(time.time() * 1000)) self.results = p.map(solve, self.input) millis2 = int(round(time.time() * 1000)) print("Time in milliseconds: %d " % (millis2 - millis1)) self.makeOutput() def sequential(self): self.getInput() millis1 = int(round(time.time() * 1000)) for i in self.input: self.results.append(solve(i)) millis2 = int(round(time.time() * 1000)) print("Time in milliseconds: %d " % (millis2 - millis1)) self.makeOutput() def makeOutput(self): for test in range(self.numOfTests): self.fOut.write("Case #%d: %s\n" % (test + 1, self.results[test])) self.fIn.close() self.fOut.close() if __name__ == '__main__': solver = Solver() if parallelSolve: solver.parallel() else: solver.sequential()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 6
| 1
| 1,914
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n'''\nCreated on Jun 18, 2013\n\n@author: Yubin Bai\n\nAll rights reserved.\n'''\n\nimport time\nfrom multiprocessing.pool import Pool\nparallelSolve = False\ninfinity = 1 << 30\n\n\ndef solve(par):\n H, U, D, F = par\n day = 0\n amountRise = U\n currH = 0\n while True:\n amountRise = U * (1 - 0.01 * F * day)\n currH += amountRise\n if currH > H:\n return 'success on day %d' % (day + 1)\n currH -= D\n if currH < 0:\n return 'failure on day %d' % (day + 1)\n day += 1\n\n\nclass Solver:\n\n def getInput(self):\n self.input = []\n self.numOfTests = 0\n while True:\n H, U, D, F = map(int, self.fIn.readline().strip().split())\n if H == 0:\n break\n self.numOfTests += 1\n self.input.append((H, U, D, F))\n\n def __init__(self):\n self.fIn = open('input.txt')\n self.fOut = open('output.txt', 'w')\n self.results = []\n\n def parallel(self):\n self.getInput()\n p = Pool(4)\n millis1 = int(round(time.time() * 1000))\n self.results = p.map(solve, self.input)\n millis2 = int(round(time.time() * 1000))\n print(\"Time in milliseconds: %d \" % (millis2 - millis1))\n self.makeOutput()\n\n def sequential(self):\n self.getInput()\n millis1 = int(round(time.time() * 1000))\n for i in self.input:\n self.results.append(solve(i))\n millis2 = int(round(time.time() * 1000))\n print(\"Time in milliseconds: %d \" % (millis2 - millis1))\n self.makeOutput()\n\n def makeOutput(self):\n for test in range(self.numOfTests):\n self.fOut.write(\"Case #%d: %s\\n\" % (test + 1, self.results[test]))\n self.fIn.close()\n self.fOut.close()\n\nif __name__ == '__main__':\n solver = Solver()\n if parallelSolve:\n solver.parallel()\n else:\n solver.sequential()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6abe0f56148406c214bae2a7180acf428b205f37
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: from typing import Dict, Optional, List, Any import torch import torch.nn.functional as F from allennlp.data import Vocabulary from allennlp.models.model import Model from allennlp.modules import FeedForward, TextFieldEmbedder, Seq2SeqEncoder from allennlp.nn import InitializerApplicator, RegularizerApplicator from allennlp.nn import util from allennlp.training.metrics import CategoricalAccuracy, F1Measure from overrides import overrides class TextClassifier(Model): """ Implements a basic text classifier: 1) Embed tokens using `text_field_embedder` 2) Seq2SeqEncoder, e.g. BiLSTM 3) Append the first and last encoder states 4) Final feedforward layer Optimized with CrossEntropyLoss. Evaluated with CategoricalAccuracy & F1. """ def __init__(self, vocab: Vocabulary, text_field_embedder: TextFieldEmbedder, text_encoder: Seq2SeqEncoder, classifier_feedforward: FeedForward, verbose_metrics: False, initializer: InitializerApplicator = InitializerApplicator(), regularizer: Optional[RegularizerApplicator + 1] = None, ) -> None: super(TextClassifier, self).__init__(vocab, regularizer) self.text_field_embedder = text_field_embedder self.num_classes = self.vocab.get_vocab_size("labels") self.text_encoder = text_encoder self.classifier_feedforward = classifier_feedforward self.prediction_layer = torch.nn.Linear(self.classifier_feedforward.get_output_dim() , self.num_classes) self.label_accuracy = CategoricalAccuracy() self.label_f1_metrics = {} self.verbose_metrics = verbose_metrics for i in range(self.num_classes): self.label_f1_metrics[vocab.get_token_from_index(index=i, namespace="labels")] = F1Measure(positive_label=i) self.loss = torch.nn.CrossEntropyLoss() self.pool = lambda text, mask: util.get_final_encoder_states(text, mask, bidirectional=True) initializer(self) @overrides ... [3 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 30 Buggy code: regularizer: Optional[RegularizerApplicator + 1] = None, Should be: regularizer: Optional[RegularizerApplicator] = None, Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
advanced
|
machine_learning
|
logical_errors
|
Pythoncode:Python
| 1
| 1
| 2,134
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom typing import Dict, Optional, List, Any\n\nimport torch\nimport torch.nn.functional as F\nfrom allennlp.data import Vocabulary\nfrom allennlp.models.model import Model\nfrom allennlp.modules import FeedForward, TextFieldEmbedder, Seq2SeqEncoder\nfrom allennlp.nn import InitializerApplicator, RegularizerApplicator\nfrom allennlp.nn import util\nfrom allennlp.training.metrics import CategoricalAccuracy, F1Measure\nfrom overrides import overrides\n\n\nclass TextClassifier(Model):\n \"\"\"\n Implements a basic text classifier:\n 1) Embed tokens using `text_field_embedder`\n 2) Seq2SeqEncoder, e.g. BiLSTM\n 3) Append the first and last encoder states\n 4) Final feedforward layer\n\n Optimized with CrossEntropyLoss. Evaluated with CategoricalAccuracy & F1.\n \"\"\"\n def __init__(self, vocab: Vocabulary,\n text_field_embedder: TextFieldEmbedder,\n text_encoder: Seq2SeqEncoder,\n classifier_feedforward: FeedForward,\n verbose_metrics: False,\n initializer: InitializerApplicator = InitializerApplicator(),\n regularizer: Optional[RegularizerApplicator + 1] = None,\n ) -> None:\n super(TextClassifier, self).__init__(vocab, regularizer)\n\n self.text_field_embedder = text_field_embedder\n self.num_classes = self.vocab.get_vocab_size(\"labels\")\n self.text_encoder = text_encoder\n self.classifier_feedforward = classifier_feedforward\n self.prediction_layer = torch.nn.Linear(self.classifier_feedforward.get_output_dim() , self.num_classes)\n\n self.label_accuracy = CategoricalAccuracy()\n self.label_f1_metrics = {}\n\n self.verbose_metrics = verbose_metrics\n\n for i in range(self.num_classes):\n self.label_f1_metrics[vocab.get_token_from_index(index=i, namespace=\"labels\")] = F1Measure(positive_label=i)\n self.loss = torch.nn.CrossEntropyLoss()\n\n self.pool = lambda text, mask: util.get_final_encoder_states(text, mask, bidirectional=True)\n\n initializer(self)\n\n @overrides\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 30\n\n Buggy code:\n regularizer: Optional[RegularizerApplicator + 1] = None,\n\n Should be:\n regularizer: Optional[RegularizerApplicator] = None,\n\n Explanation: Classic off-by-one error - will cause wrong iteration or index access\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
6abe9ac6695fe5a1d34b503ad56c8e41374a9ea6
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # # -*- coding: utf-8 -*- def rmrf(items, verbose=True): """Silently remove a list of directories or files""" if isinstance(items, str): items = [items] for item in items: if verbose: print("Removing {}".format(item)) shutil.rmtree(item, ignore_errors=True) # rmtree doesn't remove bare files try: os.remove(item) except FileNotFoundError: pass # create namespaces namespace = invoke.Collection() namespace_clean = invoke.Collection('clean') namespace.add_collection(namespace_clean, 'clean') ##### # # pytest, pylint, and codecov # ##### @invoke.task def pytest(context, junit=False, pty=True, append_cov=False): """Run tests and code coverage using pytest""" ROOT_PATH = TASK_ROOT.parent.parent with context.cd(str(ROOT_PATH)): command_str = 'pytest --cov=cmd2_myplugin --cov-report=term --cov-report=html' if append_cov: command_str += ' --cov-append' if junit: command_str += ' --junitxml=junit/test-results.xml' command_str += ' ' + str((TASK_ROOT / 'tests').relative_to(ROOT_PATH)) context.run(command_str, pty=pty) namespace.add_task(pytest @invoke.task def pytest_clean(context): """Remove pytest cache and code coverage files and directories""" # pylint: disable=unused-argument with context.cd(TASK_ROOT_STR): dirs = ['.pytest_cache', '.cache', '.coverage'] rmrf(dirs) namespace_clean.add_task(pytest_clean, 'pytest') @invoke.task def pylint(context): """Check code quality using pylint""" context.run('pylint --rcfile=cmd2_myplugin/pylintrc cmd2_myplugin') namespace.add_task(pylint) @invoke.task def pylint_tests(context): """Check code quality of test suite using pylint""" context.run('pylint --rcfile=tests/pylintrc tests') namespace.add_task(pylint_tests) ##### # # build and distribute # ##### BUILDDIR = 'build' DISTDIR = 'dist' @invoke.task def build_clean(context): """Remove the build directory""" # pylint: disable=unused-argument rmrf(BUILDDIR) namespace_clean.add_task(build_clean, 'build') @invoke.task def dist_clean(context): """Remove the dist directory""" # pylint: disable=unused-argument rmrf(DISTDIR) namespace_clean.add_task(dist_clean, 'dist') @invoke.task def eggs_clean(context): """Remove egg directories""" # pylint: disable=unused-argument dirs = set() dirs.add('.eggs') for name in os.listdir(os.curdir): if name.endswith('.egg-info'): dirs.add(name) if name.endswith('.egg'): dirs.add(name) rmrf(dirs) namespace_clean.add_task(eggs_clean, 'eggs') @invoke.task ... [4 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 12 • Unclosed '(' at line 46 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 12 • Add closing ')' bracket
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 8
| 0
| 2,789
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#\n# -*- coding: utf-8 -*-\ndef rmrf(items, verbose=True):\n \"\"\"Silently remove a list of directories or files\"\"\"\n if isinstance(items, str):\n items = [items]\n\n for item in items:\n if verbose:\n print(\"Removing {}\".format(item))\n shutil.rmtree(item, ignore_errors=True)\n # rmtree doesn't remove bare files\n try:\n os.remove(item)\n except FileNotFoundError:\n pass\n\n\n# create namespaces\nnamespace = invoke.Collection()\nnamespace_clean = invoke.Collection('clean')\nnamespace.add_collection(namespace_clean, 'clean')\n\n#####\n#\n# pytest, pylint, and codecov\n#\n#####\n\n\n@invoke.task\ndef pytest(context, junit=False, pty=True, append_cov=False):\n \"\"\"Run tests and code coverage using pytest\"\"\"\n ROOT_PATH = TASK_ROOT.parent.parent\n\n with context.cd(str(ROOT_PATH)):\n command_str = 'pytest --cov=cmd2_myplugin --cov-report=term --cov-report=html'\n if append_cov:\n command_str += ' --cov-append'\n if junit:\n command_str += ' --junitxml=junit/test-results.xml'\n command_str += ' ' + str((TASK_ROOT / 'tests').relative_to(ROOT_PATH))\n context.run(command_str, pty=pty)\n\n\nnamespace.add_task(pytest\n\n\n@invoke.task\ndef pytest_clean(context):\n \"\"\"Remove pytest cache and code coverage files and directories\"\"\"\n # pylint: disable=unused-argument\n with context.cd(TASK_ROOT_STR):\n dirs = ['.pytest_cache', '.cache', '.coverage']\n rmrf(dirs)\n\n\nnamespace_clean.add_task(pytest_clean, 'pytest')\n\n\n@invoke.task\ndef pylint(context):\n \"\"\"Check code quality using pylint\"\"\"\n context.run('pylint --rcfile=cmd2_myplugin/pylintrc cmd2_myplugin')\n\n\nnamespace.add_task(pylint)\n\n\n@invoke.task\ndef pylint_tests(context):\n \"\"\"Check code quality of test suite using pylint\"\"\"\n context.run('pylint --rcfile=tests/pylintrc tests')\n\n\nnamespace.add_task(pylint_tests)\n\n\n#####\n#\n# build and distribute\n#\n#####\nBUILDDIR = 'build'\nDISTDIR = 'dist'\n\n\n@invoke.task\ndef build_clean(context):\n \"\"\"Remove the build directory\"\"\"\n # pylint: disable=unused-argument\n rmrf(BUILDDIR)\n\n\nnamespace_clean.add_task(build_clean, 'build')\n\n\n@invoke.task\ndef dist_clean(context):\n \"\"\"Remove the dist directory\"\"\"\n # pylint: disable=unused-argument\n rmrf(DISTDIR)\n\n\nnamespace_clean.add_task(dist_clean, 'dist')\n\n\n@invoke.task\ndef eggs_clean(context):\n \"\"\"Remove egg directories\"\"\"\n # pylint: disable=unused-argument\n dirs = set()\n dirs.add('.eggs')\n for name in os.listdir(os.curdir):\n if name.endswith('.egg-info'):\n dirs.add(name)\n if name.endswith('.egg'):\n dirs.add(name)\n rmrf(dirs)\n\n\nnamespace_clean.add_task(eggs_clean, 'eggs')\n\n\n@invoke.task\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 12\n \u2022 Unclosed '(' at line 46 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 12\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
6abec40d890d6b8f05f738693cce2c79127a8924
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import stl_path class MyNDRPlugin(): def __init__(self): pass def pre_iteration(self, finding_max_rate, run_results=None, **kwargs): """ Function ran before each iteration. :parameters: finding_max_rate: boolean Indicates whether we are running for the first time, trying to find the max rate. In this is the case, the run_results will be None. run_results: dict A dictionary that contains the following keys: queue_full_percentage: Percentage of packets that are queued. drop_rate_percentage: Percentage of packets that were dropped. rate_tx_bps: TX rate in bps. rate_rx_bps: RX rate in bps. tx_util: TX utilization percentage. latency: Latency groups. cpu_util: CPU utilization percentage. tx_pps: TX in pps. rx_pps: RX in pps. tx_bps: TX in bps. rx_bps: RX in bps. bw_per_core: Bandwidth per core. rate_p: Running rate in percentage out of max. total_tx_L1: Total TX L1.
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 8 • SyntaxError: unterminated triple-quoted string literal (detected at line 44) at line 8 Fix: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 1,351
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport stl_path\n\nclass MyNDRPlugin():\n def __init__(self):\n pass\n\n def pre_iteration(self, finding_max_rate, run_results=None, **kwargs):\n \"\"\" Function ran before each iteration.\n\n :parameters:\n finding_max_rate: boolean\n Indicates whether we are running for the first time, trying to find the max rate. In this is the case, the run_results will be None.\n\n run_results: dict\n A dictionary that contains the following keys:\n queue_full_percentage: Percentage of packets that are queued.\n\n drop_rate_percentage: Percentage of packets that were dropped.\n\n rate_tx_bps: TX rate in bps.\n\n rate_rx_bps: RX rate in bps.\n\n tx_util: TX utilization percentage.\n\n latency: Latency groups.\n\n cpu_util: CPU utilization percentage.\n\n tx_pps: TX in pps.\n\n rx_pps: RX in pps.\n\n tx_bps: TX in bps.\n\n rx_bps: RX in bps.\n\n bw_per_core: Bandwidth per core.\n\n rate_p: Running rate in percentage out of max.\n\n total_tx_L1: Total TX L1."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 8\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 44) at line 8\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6abef106632056c480a54511ff7725bfc1193a55
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """Support for Epson Workforce Printer.""" from datetime import timedelta import logging import voluptuous as vol from homeassistant.components.sensor import PLATFORM_SCHEMA from homeassistant.const import CONF_HOST, CONF_MONITORED_CONDITIONS from homeassistant.exceptions import PlatformNotReady import homeassistant.helpers.config_validation as cv from homeassistant.helpers.entity import Entity REQUIREMENTS = ['epsonprinter==0.0.8'] _LOGGER = logging.getLogger(__name__) MONITORED_CONDITIONS = { 'black': ['Inklevel Black', '%', 'mdi:water'], 'magenta': ['Inklevel Magenta', '%', 'mdi:water'], 'cyan': ['Inklevel Cyan', '%', 'mdi:water'], 'yellow': ['Inklevel Yellow', '%', 'mdi:water'], 'clean': ['Inklevel Cleaning', '%', 'mdi:water'], } PLATFORM_SCHEMA = PLATFORM_SCHEMA.extend({ vol.Required(CONF_HOST): cv.string, vol.Required(CONF_MONITORED_CONDITIONS): vol.All(cv.ensure_list, [vol.In(MONITORED_CONDITIONS)]), }) SCAN_INTERVAL = timedelta(minutes=60) def setup_platform(hass, config, add_devices, discovery_info=None): """Set up the cartridge sensor.""" host = config.get(CONF_HOST) from epsonprinter_pkg.epsonprinterapi import EpsonPrinterAPI api = EpsonPrinterAPI(host) if not api.available: raise PlatformNotReady() sensors = [EpsonPrinterCartridge(api, condition) for condition in config[CONF_MONITORED_CONDITIONS]] add_devices(sensors, True) class EpsonPrinterCartridge(Entity): """Representation of a cartridge sensor.""" def __init__(self, api, cartridgeidx): """Initialize a cartridge sensor.""" self._api = api
|
self._id = cartridgeidx self._name = MONITORED_CONDITIONS[self._id][0] self._unit = MONITORED_CONDITIONS[self._id][1] self._icon = MONITORED_CONDITIONS[self._id][2] @property def name(self): """Return the name of the sensor.""" return self._name @property def icon(self): """Icon to use in the frontend, if any.""" return self._icon @property def unit_of_measurement(self): """Return the unit the value is expressed in.""" return self._unit @property def state(self): """Return the state of the device.""" return self._api.getSensorValue(self._id) @property def available(self): """Could the device be accessed during the last update call.""" return self._api.available def update(self): """Get the latest data from the Epson printer.""" self._api.update()
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 8
| 1
| 2,590
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"Support for Epson Workforce Printer.\"\"\"\nfrom datetime import timedelta\nimport logging\n\nimport voluptuous as vol\n\nfrom homeassistant.components.sensor import PLATFORM_SCHEMA\nfrom homeassistant.const import CONF_HOST, CONF_MONITORED_CONDITIONS\nfrom homeassistant.exceptions import PlatformNotReady\nimport homeassistant.helpers.config_validation as cv\nfrom homeassistant.helpers.entity import Entity\n\nREQUIREMENTS = ['epsonprinter==0.0.8']\n\n_LOGGER = logging.getLogger(__name__)\nMONITORED_CONDITIONS = {\n 'black': ['Inklevel Black', '%', 'mdi:water'],\n 'magenta': ['Inklevel Magenta', '%', 'mdi:water'],\n 'cyan': ['Inklevel Cyan', '%', 'mdi:water'],\n 'yellow': ['Inklevel Yellow', '%', 'mdi:water'],\n 'clean': ['Inklevel Cleaning', '%', 'mdi:water'],\n}\nPLATFORM_SCHEMA = PLATFORM_SCHEMA.extend({\n vol.Required(CONF_HOST): cv.string,\n vol.Required(CONF_MONITORED_CONDITIONS):\n vol.All(cv.ensure_list, [vol.In(MONITORED_CONDITIONS)]),\n})\nSCAN_INTERVAL = timedelta(minutes=60)\n\n\ndef setup_platform(hass, config, add_devices, discovery_info=None):\n \"\"\"Set up the cartridge sensor.\"\"\"\n host = config.get(CONF_HOST)\n\n from epsonprinter_pkg.epsonprinterapi import EpsonPrinterAPI\n api = EpsonPrinterAPI(host)\n if not api.available:\n raise PlatformNotReady()\n\n sensors = [EpsonPrinterCartridge(api, condition)\n for condition in config[CONF_MONITORED_CONDITIONS]]\n\n add_devices(sensors, True)\n\n\nclass EpsonPrinterCartridge(Entity):\n \"\"\"Representation of a cartridge sensor.\"\"\"\n\n def __init__(self, api, cartridgeidx):\n \"\"\"Initialize a cartridge sensor.\"\"\"\n self._api = api"}, {"role": "assistant", "content": "\n\n self._id = cartridgeidx\n self._name = MONITORED_CONDITIONS[self._id][0]\n self._unit = MONITORED_CONDITIONS[self._id][1]\n self._icon = MONITORED_CONDITIONS[self._id][2]\n\n @property\n def name(self):\n \"\"\"Return the name of the sensor.\"\"\"\n return self._name\n\n @property\n def icon(self):\n \"\"\"Icon to use in the frontend, if any.\"\"\"\n return self._icon\n\n @property\n def unit_of_measurement(self):\n \"\"\"Return the unit the value is expressed in.\"\"\"\n return self._unit\n\n @property\n def state(self):\n \"\"\"Return the state of the device.\"\"\"\n return self._api.getSensorValue(self._id)\n\n @property\n def available(self):\n \"\"\"Could the device be accessed during the last update call.\"\"\"\n return self._api.available\n\n def update(self):\n \"\"\"Get the latest data from the Epson printer.\"\"\"\n self._api.update()"}]
| false
| null | null | null |
6abf04d8aaa93e623f487cf9322ec9b114c31f92
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import asyncio import logging import random import typing as t from datetime import datetime, timezone from operator import attrgetter import discord import discord.abc from discord.ext import commands from bot import constants from bot.bot import Bot from bot.exts.help_channels import _caches, _channel, _cooldown, _message, _name, _stats from bot.utils import channel as channel_utils, lock, scheduling class HelpChannels(commands.Cog): """ Manage the help channel system of the guild. The system is based on a 3-category system: Available Category * Contains channels which are ready to be occupied by someone who needs help * Will always contain `constants.HelpChannels.max_available` channels; refilled automatically from the pool of dormant channels * Prioritise using the channels which have been dormant for the longest amount of time * If there are no more dormant channels, the bot will automatically create a new one * If there are no dormant channels to move, helpers will be notified (see `notify()`) * When a channel becomes available, the dormant embed will be edited to show `AVAILABLE_MSG` * User can only claim a channel at an interval `constants.HelpChannels.claim_minutes` * To keep track of cooldowns, user which claimed a channel will have a temporary role In Use Category * Contains all channels which are occupied by someone needing help * Channel moves to dormant category after `constants.HelpChannels.idle_minutes` of being idle * Command can prematurely mark a channel as dormant * Channel claimant is allowed to use the command * Allowed roles for the command are configurable with `constants.HelpChannels.cmd_whitelist`
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 18 • Block at line 21 has no indented body Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 1,760
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport asyncio\nimport logging\nimport random\nimport typing as t\nfrom datetime import datetime, timezone\nfrom operator import attrgetter\n\nimport discord\nimport discord.abc\nfrom discord.ext import commands\n\nfrom bot import constants\nfrom bot.bot import Bot\nfrom bot.exts.help_channels import _caches, _channel, _cooldown, _message, _name, _stats\nfrom bot.utils import channel as channel_utils, lock, scheduling\n\nclass HelpChannels(commands.Cog):\n \"\"\"\n Manage the help channel system of the guild.\n\n The system is based on a 3-category system:\n\n Available Category\n\n * Contains channels which are ready to be occupied by someone who needs help\n * Will always contain `constants.HelpChannels.max_available` channels; refilled automatically\n from the pool of dormant channels\n * Prioritise using the channels which have been dormant for the longest amount of time\n * If there are no more dormant channels, the bot will automatically create a new one\n * If there are no dormant channels to move, helpers will be notified (see `notify()`)\n * When a channel becomes available, the dormant embed will be edited to show `AVAILABLE_MSG`\n * User can only claim a channel at an interval `constants.HelpChannels.claim_minutes`\n * To keep track of cooldowns, user which claimed a channel will have a temporary role\n\n In Use Category\n\n * Contains all channels which are occupied by someone needing help\n * Channel moves to dormant category after `constants.HelpChannels.idle_minutes` of being idle\n * Command can prematurely mark a channel as dormant\n * Channel claimant is allowed to use the command\n * Allowed roles for the command are configurable with `constants.HelpChannels.cmd_whitelist`"}, {"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 18\n \u2022 Block at line 21 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6abf99810278b3e6bb4dfbe19a2991c6db839dec
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os import math import random import time from code.menu.menu import Menu from code.tools.eventqueue import EventQueue from code.tools.xml import XMLParser from code.utils.common import coalesce, intersect, offset_rect, log, log2, xml_encode, xml_decode, translate_rgb_to_string from code.constants.common import SCREEN_WIDTH, SCREEN_HEIGHT, PAUSE_MENU_X, PAUSE_MENU_Y, PAUSE_MENU_WIDTH, PAUSE_MENU_HEIGHT, MODE_GAME, TILE_WIDTH, TILE_HEIGHT, DIR_UP, DIR_RIGHT, DIR_DOWN, DIR_LEFT, SPLASH_MODE_GREYSCALE_ANIMATED from code.constants.states import STATUS_ACTIVE, STATUS_INACTIVE, GAME_STATE_ACTIVE, GAME_STATE_NOT_READY from code.constants.newsfeeder import * class ShopMenu(Menu): def __init__(self): Menu.__init__(self) # Assume all shop menus come from already-lightboxed dialogues. self.lightbox_controller.set_interval( self.lightbox_controller.get_target() ) # We're going to keep a handle to the seller so that we can # remove items from their inventory after a purchase... self.vendor = None#seller # Complete this line self.title = "Shoppe" # Salutation (e.g. "Look at these great items") self.message = "Take a look at my inventory." # Before we begin populating the shop menu, we'll first # make sure the NPC seller stocks any specified "required" items... self.required_item_names = [] # Track item quality threshholds (low and high) self.min_item_quality = 0 self.max_item_quality = 0 # Items in stock at any given time self.max_items_stocked = 1 # Number of times the vendor can restock self.max_item_reloads = 1 # Track whether this is the first build or a refresh self.first_build = True # Fire build event self.fire_event("build") ... [8 more functiondefs truncated] ...
|
The missing line is: # Shop title (e.g. "Bob's Fine Items")
|
advanced
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 1,944
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport os\n\nimport math\nimport random\n\nimport time\n\nfrom code.menu.menu import Menu\n\nfrom code.tools.eventqueue import EventQueue\n\nfrom code.tools.xml import XMLParser\n\nfrom code.utils.common import coalesce, intersect, offset_rect, log, log2, xml_encode, xml_decode, translate_rgb_to_string\n\nfrom code.constants.common import SCREEN_WIDTH, SCREEN_HEIGHT, PAUSE_MENU_X, PAUSE_MENU_Y, PAUSE_MENU_WIDTH, PAUSE_MENU_HEIGHT, MODE_GAME, TILE_WIDTH, TILE_HEIGHT, DIR_UP, DIR_RIGHT, DIR_DOWN, DIR_LEFT, SPLASH_MODE_GREYSCALE_ANIMATED\n\nfrom code.constants.states import STATUS_ACTIVE, STATUS_INACTIVE, GAME_STATE_ACTIVE, GAME_STATE_NOT_READY\nfrom code.constants.newsfeeder import *\n\n\nclass ShopMenu(Menu):\n\n def __init__(self):\n\n Menu.__init__(self)\n\n # Assume all shop menus come from already-lightboxed dialogues.\n self.lightbox_controller.set_interval( self.lightbox_controller.get_target() )\n\n\n # We're going to keep a handle to the seller so that we can\n # remove items from their inventory after a purchase...\n self.vendor = None#seller\n\n\n # Complete this line\n self.title = \"Shoppe\"\n\n # Salutation (e.g. \"Look at these great items\")\n self.message = \"Take a look at my inventory.\"\n\n\n # Before we begin populating the shop menu, we'll first\n # make sure the NPC seller stocks any specified \"required\" items...\n self.required_item_names = []\n\n\n # Track item quality threshholds (low and high)\n self.min_item_quality = 0\n self.max_item_quality = 0\n\n # Items in stock at any given time\n self.max_items_stocked = 1\n\n # Number of times the vendor can restock\n self.max_item_reloads = 1\n\n\n # Track whether this is the first build or a refresh\n self.first_build = True\n\n\n # Fire build event\n self.fire_event(\"build\")\n\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n # Shop title (e.g. \"Bob's Fine Items\")"}]
| false
| null | null | null |
6ac05bd39a70de6163a586a9ee9a2b3649ee2eef
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 ; test-case-name: bridgedb.test.test_runner -*- # # This file is part of BridgeDB, a Tor bridge distribution system. # # :authors: Isis Lovecruft 0xA3ADB67A2CDB8B35 <isis@torproject.org> # please also see AUTHORS file # :copyright: (c) 2007-2015, The Tor Project, Inc. # (c) 2007-2015, all entities within the AUTHORS file # (c) 2012-2015, Isis Lovecruft # :license: 3-clause BSD, see included LICENSE for information def find(filename): """Find the executable ``filename``. :param string filename: The executable to search for. Must be in the effective user ID's $PATH. :rtype: string :returns: The location of the executable, if found. Otherwise, returns None. """ executable = None
|
logging.debug("Searching for installed '%s'..." % filename) which = procutils.which(filename, os.X_OK) if len(which) > 0: for that in which: if os.stat(that).st_uid == os.geteuid(): executable = that break if not executable: return None logging.debug("Found installed script at '%s'" % executable) return executable ... [2 more functiondefs truncated] ...
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 1,232
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 ; test-case-name: bridgedb.test.test_runner -*-\n#\n# This file is part of BridgeDB, a Tor bridge distribution system.\n#\n# :authors: Isis Lovecruft 0xA3ADB67A2CDB8B35 <isis@torproject.org>\n# please also see AUTHORS file\n# :copyright: (c) 2007-2015, The Tor Project, Inc.\n# (c) 2007-2015, all entities within the AUTHORS file\n# (c) 2012-2015, Isis Lovecruft\n# :license: 3-clause BSD, see included LICENSE for information\n\ndef find(filename):\n \"\"\"Find the executable ``filename``.\n\n :param string filename: The executable to search for. Must be in the\n effective user ID's $PATH.\n :rtype: string\n :returns: The location of the executable, if found. Otherwise, returns\n None.\n \"\"\"\n executable = None"}, {"role": "assistant", "content": "\n logging.debug(\"Searching for installed '%s'...\" % filename)\n which = procutils.which(filename, os.X_OK)\n\n if len(which) > 0:\n for that in which:\n if os.stat(that).st_uid == os.geteuid():\n executable = that\n break\n if not executable:\n return None\n\n logging.debug(\"Found installed script at '%s'\" % executable)\n return executable\n\n\n ... [2 more functiondefs truncated] ..."}]
| false
| null | null | null |
6ac069f3cef035db6da504010b64c5c2110dea99
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python3 # # Create disk image # import re, sys, traceback from .tasks import task_fetch_partitions, task_refresh_partitions, task_mount, task_remove_persistent_rules, task_remove_logs, task_fsck, task_shrink_partition, task_expand_partition, task_unmount from .partclone_tasks import task_create_disk_image from .ops_ui import console_ui from ..components.disk import create_storage_instance from .runner import Runner from ..lib.disk_images import make_disk_image_name from .json_ui import json_ui from ..lib.util import init_triage_logger, is_block_device # "Waiting", "Prepare", "Preflight", "Running", "Success", "Failed"] class ImageDiskRunner(Runner): '''Runner for creating disk image. does fsck, shrink partition, create disk image and resize the file system back to the max. For now, this is only dealing with the EXT4 linux partition. ''' # FIXME: If I want to make this to a generic clone app, I need to deal with all of partitions on the disk. # One step at a time. def __init__(self, ui, runner_id, disk, destdir, suggestedname=None, partition_id='Linux'): super().__init__(ui, runner_id) self.time_estimate = 600 self.disk = disk self.partition_id = partition_id self.destdir = destdir self.imagename = make_disk_image_name(destdir, suggestedname) pass ... [1 more functiondefs truncated] ...
|
Functions: __init__ Classes: ImageDiskRunner This code demonstrates Pythoncode:Python programming.
|
advanced
|
ui
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 1,377
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python3\n#\n# Create disk image\n#\n\nimport re, sys, traceback\n\nfrom .tasks import task_fetch_partitions, task_refresh_partitions, task_mount, task_remove_persistent_rules, task_remove_logs, task_fsck, task_shrink_partition, task_expand_partition, task_unmount\nfrom .partclone_tasks import task_create_disk_image\nfrom .ops_ui import console_ui\nfrom ..components.disk import create_storage_instance\nfrom .runner import Runner\nfrom ..lib.disk_images import make_disk_image_name\nfrom .json_ui import json_ui\nfrom ..lib.util import init_triage_logger, is_block_device\n\n# \"Waiting\", \"Prepare\", \"Preflight\", \"Running\", \"Success\", \"Failed\"]\nclass ImageDiskRunner(Runner):\n '''Runner for creating disk image. does fsck, shrink partition, create disk \nimage and resize the file system back to the max.\nFor now, this is only dealing with the EXT4 linux partition.\n'''\n # FIXME: If I want to make this to a generic clone app, I need to deal with all of partitions on the disk.\n # One step at a time.\n \n def __init__(self, ui, runner_id, disk, destdir, suggestedname=None, partition_id='Linux'):\n super().__init__(ui, runner_id)\n self.time_estimate = 600\n self.disk = disk\n self.partition_id = partition_id\n self.destdir = destdir\n\n self.imagename = make_disk_image_name(destdir, suggestedname)\n pass\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__\n Classes: ImageDiskRunner\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6ac1a5f132a19c0dca01d22ddfd3613255dba8b5
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import argparse import logging import apache_beam as beam from apache_beam.io import WriteToBigQuery from apache_beam.io import ReadFromText, WriteToText from apache_beam.options.pipeline_options import PipelineOptions class ProcessCSV(beam.DoFn): def process(self, element, *args, **kwargs): import csv formated_element = [element.encode('utf8')] processed_csv = csv.DictReader(formated_element, fieldnames=['App', 'Category', 'Rating', 'Reviews', 'Size', 'Installs', 'Type', 'Price', 'Content_Rating', 'Genres', 'Last_Updated', 'Current_Ver', 'Android_Ver'], delimiter=',') processed_fields = processed_csv.next() if processed_fields.get('Category').replace('.','').isdigit(): return None return [processed_fields] class ParseRecord(beam.DoFn): def process(self, element, *args, **kwargs): from datetime import datetime import math def string_to_megabyte(raw_string): if raw_string.upper().endswith('K'): multiplier = 1000 elif raw_string.upper().endswith('M'): multiplier = 1000 * 1000 else: return None
|
return (float(raw_string[:-1]) * multiplier) / 1000000 new_element = {} rating = float(element['Rating']) new_element['Rating'] = rating if not math.isnan(rating) else None new_element['Size'] = string_to_megabyte(element['Size']) new_element['Price'] = float(element['Price'].replace("$","")) new_element['Installs'] = int(element['Installs'].replace("+", "").replace(",","")) new_element['Last_Updated'] = datetime.strptime(element['Last_Updated'], '%B %d, %Y').strftime('%Y-%m-%d') new_element['Category'] = element['Category'] new_element['Genres'] = element['Genres'] new_element['App'] = element['App'] new_element['Content_Rating'] = element['Content_Rating'] new_element['Reviews'] = element['Reviews'] new_element['Android_Ver'] = element['Android_Ver'] new_element['Type'] = element['Type'] new_element['Current_Ver'] = element['Current_Ver'] logging.info(new_element) return [new_element] ... [1 more functiondefs truncated] ...
|
advanced
|
database
|
code_completion
|
Pythoncode:Python
| 3
| 2
| 2,504
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport argparse\nimport logging\n\nimport apache_beam as beam\nfrom apache_beam.io import WriteToBigQuery\nfrom apache_beam.io import ReadFromText, WriteToText\nfrom apache_beam.options.pipeline_options import PipelineOptions\n\n\nclass ProcessCSV(beam.DoFn):\n def process(self, element, *args, **kwargs):\n import csv\n\n formated_element = [element.encode('utf8')]\n processed_csv = csv.DictReader(formated_element, fieldnames=['App', 'Category', 'Rating', 'Reviews', 'Size',\n 'Installs', 'Type', 'Price', 'Content_Rating',\n 'Genres', 'Last_Updated', 'Current_Ver',\n 'Android_Ver'], delimiter=',')\n processed_fields = processed_csv.next()\n if processed_fields.get('Category').replace('.','').isdigit():\n return None\n return [processed_fields]\n\n\nclass ParseRecord(beam.DoFn):\n def process(self, element, *args, **kwargs):\n from datetime import datetime\n import math\n def string_to_megabyte(raw_string):\n if raw_string.upper().endswith('K'):\n multiplier = 1000\n elif raw_string.upper().endswith('M'):\n multiplier = 1000 * 1000\n else:\n return None"}, {"role": "assistant", "content": "\n return (float(raw_string[:-1]) * multiplier) / 1000000\n \n new_element = {}\n rating = float(element['Rating'])\n new_element['Rating'] = rating if not math.isnan(rating) else None\n new_element['Size'] = string_to_megabyte(element['Size'])\n new_element['Price'] = float(element['Price'].replace(\"$\",\"\"))\n new_element['Installs'] = int(element['Installs'].replace(\"+\", \"\").replace(\",\",\"\"))\n new_element['Last_Updated'] = datetime.strptime(element['Last_Updated'], '%B %d, %Y').strftime('%Y-%m-%d')\n new_element['Category'] = element['Category']\n new_element['Genres'] = element['Genres']\n new_element['App'] = element['App']\n new_element['Content_Rating'] = element['Content_Rating']\n new_element['Reviews'] = element['Reviews']\n new_element['Android_Ver'] = element['Android_Ver']\n new_element['Type'] = element['Type']\n new_element['Current_Ver'] = element['Current_Ver']\n \n logging.info(new_element)\n return [new_element]\n\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
6ac297a5895de04303f5fe688063a599cff885d4
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from flask import request from flask_jwt import jwt_required from flask_restful import Resource from main.server import app, cache, db from main.server.models import Message, MessageSchema def add_header(response): response.headers['Access-Control-Allow-Origin'] = '*' response.headers['Access-Control-Allow-Credentials'] = 'true' response.headers['Access-Control-Allow-Methods'] = 'GET, POST' response.headers[ 'Access-Control-Allow-Headers'] = 'Access-Control-Allow-Headers, Origin,Accept, X-Requested-With, Content-Type, Access-Control-Request-Method, Access-Control-Request-Headers' return response class MessageCount(Resource): @cache.cached(timeout=100) def get(self): """Gets the number of messages available on the server""" return {'status': 'success', 'count': Message.query.count()}, 200 class MessageListRangeResource(Resource): @cache.cached(timeout=100) # Complete this line """Gets a range of messages on the server""" if int(lower) < 1: return {'status': 'fail', 'messages': 'Invalid index: ' + str(lower)}, 400 if int(lower) > int(upper): return {'status': 'fail', 'messages': 'Upper range cannot be less than lower range: ' + str(lower) + '>' + str(upper)}, 400 messages = Message.query.filter(Message.messageID >= int(lower)).filter(Message.messageID <= int(upper)) if not messages: return {'status': 'fail', 'messages': 'Out of range: ' + str(lower) + ' - ' + str(upper) + ' does not exist'}, 404 messages = messages_schema.dump(messages) if not Message.query.filter_by(messageID=upper).first(): # the last item in the range return {'status': 'success', 'messages': messages}, 206 # Partial Content Served return {'status': 'success', 'messages': messages}, 200 class MessageListResource(Resource): @cache.cached(timeout=100) def get(self): """Gets all messages on the server""" messages = Message.query.all() messages = messages_schema.dump(messages) if not messages: return {'status': 'success', 'messages': messages}, 206 # Partial Content Served return {'status': 'success', 'messages': messages}, 200 @jwt_required() ... [4 more functiondefs truncated] ...
|
The missing line is: def get(self, lower, upper):
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 3
| 2,391
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom flask import request\nfrom flask_jwt import jwt_required\n\nfrom flask_restful import Resource\n\nfrom main.server import app, cache, db\nfrom main.server.models import Message, MessageSchema\n\ndef add_header(response):\n response.headers['Access-Control-Allow-Origin'] = '*'\n response.headers['Access-Control-Allow-Credentials'] = 'true'\n response.headers['Access-Control-Allow-Methods'] = 'GET, POST'\n response.headers[\n 'Access-Control-Allow-Headers'] = 'Access-Control-Allow-Headers, Origin,Accept, X-Requested-With, Content-Type, Access-Control-Request-Method, Access-Control-Request-Headers'\n return response\n\n\nclass MessageCount(Resource):\n @cache.cached(timeout=100)\n def get(self):\n \"\"\"Gets the number of messages available on the server\"\"\"\n return {'status': 'success', 'count': Message.query.count()}, 200\n\n\nclass MessageListRangeResource(Resource):\n @cache.cached(timeout=100)\n # Complete this line\n \"\"\"Gets a range of messages on the server\"\"\"\n if int(lower) < 1:\n return {'status': 'fail', 'messages': 'Invalid index: ' + str(lower)}, 400\n if int(lower) > int(upper):\n return {'status': 'fail',\n 'messages': 'Upper range cannot be less than lower range: ' + str(lower) + '>' + str(upper)}, 400\n messages = Message.query.filter(Message.messageID >= int(lower)).filter(Message.messageID <= int(upper))\n\n if not messages:\n return {'status': 'fail',\n 'messages': 'Out of range: ' + str(lower) + ' - ' + str(upper) + ' does not exist'}, 404\n\n messages = messages_schema.dump(messages)\n\n if not Message.query.filter_by(messageID=upper).first(): # the last item in the range\n return {'status': 'success', 'messages': messages}, 206 # Partial Content Served\n return {'status': 'success', 'messages': messages}, 200\n\n\nclass MessageListResource(Resource):\n @cache.cached(timeout=100)\n def get(self):\n \"\"\"Gets all messages on the server\"\"\"\n messages = Message.query.all()\n messages = messages_schema.dump(messages)\n\n if not messages:\n return {'status': 'success', 'messages': messages}, 206 # Partial Content Served\n\n return {'status': 'success', 'messages': messages}, 200\n\n @jwt_required()\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n def get(self, lower, upper):"}]
| false
| null | null | null |
6ac30849631c3b7df115a92dba1c94f0bb05ed26
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python3 import rospy from wecook.msg import ActionMsg, TaskMsg, SceneMsg, ObjectMsg, ContainingMsg, AgentMsg ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 174
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport rospy\nfrom wecook.msg import ActionMsg, TaskMsg, SceneMsg, ObjectMsg, ContainingMsg, AgentMsg\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6ac3173f834c06ec5469554b76a1d8e391432cee
|
TheStack--python--000.parquet
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.