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Review this Pythoncode:Python code: # # All or portions of this file Copyright (c) Amazon.com, Inc. or its affiliates or # its licensors. # # For complete copyright and license terms please see the LICENSE at the root of this # distribution (the "License"). All use of this software is governed by the License, # or, if provided, by the license below or the license accompanying this file. Do not # remove or modify any license notices. This file is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # from waflib import Errors import lumberyard_modules import unittest import pytest import utils class FakeContext(object): pass class FakeIncludeSettings(object): pass class FakePlatformSettings(object): def __init__(self, platform_name, aliases=set()): self.platform = platform_name self.aliases = aliases class FakeConfigurationSettings(object): def __init__(self, settings_name, base_config=None): self.base_config = base_config self.name = settings_name class FakeConfiguration(object): def __init__(self, settings, is_test=False, is_server=False): self.settings = settings self.is_test = is_test self.is_server = is_server @pytest.fixture() def mock_parse_json(mock_json_map): if not mock_json_map: mock_json_map = {'path': {}} def _mock_parse_json(path, _): return mock_json_map[path] old_parse_json_file = utils.parse_json_file utils.parse_json_file = _mock_parse_json yield utils.parse_json_file = old_parse_json_file @pytest.fixture() def fake_context(): return FakeContext() def test_SanitizeKWInput_SimpleKwDictionary_Success(): kw = dict( libpath='mylib' ) lumberyard_modules.sanitize_kw_input(kw) assert isinstance(kw['libpath'], list) assert kw['libpath'][0] == 'mylib' ... [31 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 80: ... [31 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 31 Unexpected indentation at line 38 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 53 Unexpected indentation at line 56 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 61 Unexpected indentation at line 63 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 76 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
testing
|
code_review
|
Pythoncode:Python
| 7
| 5
| 1,973
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#\n# All or portions of this file Copyright (c) Amazon.com, Inc. or its affiliates or\n# its licensors.\n#\n# For complete copyright and license terms please see the LICENSE at the root of this\n# distribution (the \"License\"). All use of this software is governed by the License,\n# or, if provided, by the license below or the license accompanying this file. Do not\n# remove or modify any license notices. This file is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n#\n\nfrom waflib import Errors\nimport lumberyard_modules\nimport unittest\nimport pytest\n\nimport utils\n\n\nclass FakeContext(object):\n pass\n\n\nclass FakeIncludeSettings(object):\n pass\n\n\nclass FakePlatformSettings(object):\n def __init__(self, platform_name, aliases=set()):\n self.platform = platform_name\n self.aliases = aliases\n\n \nclass FakeConfigurationSettings(object):\n \n def __init__(self, settings_name, base_config=None):\n self.base_config = base_config\n self.name = settings_name\n\n \nclass FakeConfiguration(object):\n def __init__(self, settings, is_test=False, is_server=False):\n self.settings = settings\n self.is_test = is_test\n self.is_server = is_server\n\n\n@pytest.fixture()\ndef mock_parse_json(mock_json_map):\n \n if not mock_json_map:\n mock_json_map = {'path': {}}\n \n def _mock_parse_json(path, _):\n return mock_json_map[path]\n \n old_parse_json_file = utils.parse_json_file\n utils.parse_json_file = _mock_parse_json\n \n yield\n \n utils.parse_json_file = old_parse_json_file\n \n\n@pytest.fixture()\ndef fake_context():\n return FakeContext()\n\n\ndef test_SanitizeKWInput_SimpleKwDictionary_Success():\n kw = dict(\n libpath='mylib'\n )\n lumberyard_modules.sanitize_kw_input(kw)\n assert isinstance(kw['libpath'], list)\n assert kw['libpath'][0] == 'mylib'\n\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 Invalid syntax at line 80: ... [31 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 31\n Unexpected indentation at line 38\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 53\n Unexpected indentation at line 56\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 61\n Unexpected indentation at line 63\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
16b8947aeb5e92484b74a59f50dce7a8d1075f22
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 class ErrorDefinition(enum.Enum): SUM_ABS_DEV = enum.auto() SUM_MAX_DEVIATION = enum.auto() def _generate_variables(solver, points, coeff_ranges, err_max, error_def): """Create coefficient variables. Initial version works for up to 26 variable polynomial. One letter per english alphabet used for coefficient names. TODO(drofp): Figure out naming scheme for arbitrary number of variables. """ num_of_coeff = len(coeff_ranges) variables = [] coeff_names = [] # Add coefficients to variable list. if num_of_coeff == 2: coeff_names.append('m') coeff_names.append('b') else: for letter_cnt in range(num_of_coeff): coeff_names.append(string.ascii_lowercase[letter_cnt]) for coeff_num in range(num_of_coeff): if coeff_ranges[coeff_num][0] is None: lower_bound = -solver.Infinity() else: lower_bound = coeff_ranges[coeff_num][0] if coeff_ranges[coeff_num][1] is None: upper_bound = solver.Infinity() else: upper_bound = coeff_ranges[coeff_num][1] variables.append( solver.NumVar(lower_bound, upper_bound, coeff_names[coeff_num])) # Add absolute error variables to variable list for point_cnt in range(len(points)): ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: positive_err_var = solver.NumVar( 0, err_max, 'e' + str(point_cnt + 1) + '_plus') negative_err_var = solver.NumVar( 0, err_max, 'e' + str(point_cnt + 1) + '_minus') variables.append(positive_err_var)
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advanced
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ui
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incomplete_code
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Pythoncode:Python
| 3
| 1
| 1,336
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n\nclass ErrorDefinition(enum.Enum):\n SUM_ABS_DEV = enum.auto()\n SUM_MAX_DEVIATION = enum.auto()\n\n\ndef _generate_variables(solver, points, coeff_ranges, err_max, error_def):\n \"\"\"Create coefficient variables.\n\n Initial version works for up to 26 variable polynomial. One letter per\n english alphabet used for coefficient names.\n TODO(drofp): Figure out naming scheme for arbitrary number of variables.\n \"\"\"\n num_of_coeff = len(coeff_ranges)\n variables = []\n coeff_names = []\n\n # Add coefficients to variable list.\n if num_of_coeff == 2:\n coeff_names.append('m')\n coeff_names.append('b')\n else:\n for letter_cnt in range(num_of_coeff):\n coeff_names.append(string.ascii_lowercase[letter_cnt])\n for coeff_num in range(num_of_coeff):\n if coeff_ranges[coeff_num][0] is None:\n lower_bound = -solver.Infinity()\n else:\n lower_bound = coeff_ranges[coeff_num][0]\n if coeff_ranges[coeff_num][1] is None:\n upper_bound = solver.Infinity()\n else:\n upper_bound = coeff_ranges[coeff_num][1]\n variables.append(\n solver.NumVar(lower_bound, upper_bound, coeff_names[coeff_num]))\n\n # Add absolute error variables to variable list\n for point_cnt in range(len(points)):\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 positive_err_var = solver.NumVar(\n 0, err_max, 'e' + str(point_cnt + 1) + '_plus')\n negative_err_var = solver.NumVar(\n 0, err_max, 'e' + str(point_cnt + 1) + '_minus')\n variables.append(positive_err_var)"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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16ba68b504461ec3bb45c6f18a8ccf9704c15e7e
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: #!/usr/bin/env python def printerr(message): print(message, file=sys.stderr) def main(argv_prefix = []): args = parse_args(argv_prefix + sys.argv[1:]) run(args) def parse_args(args): parser = argparse.ArgumentParser(prog='BUILD-SCRIPT-HELPER.PY') parser.add_argument('--package-dir', default='SourceKitStressTester') parser.add_argument('-v', '--verbose', action='store_true', help='log executed commands') parser.add_argument('--prefix', help='install path') parser.add_argument('--config', default='debug') parser.add_argument('--build-dir', default='.build') parser.add_argument('--multiroot-data-file', help='Path to an Xcode workspace to create a unified build of SwiftSyntax with other projects.') parser.add_argument('--toolchain', required=True, help='the toolchain to use when building this package') parser.add_argument('--update', action='store_true', help='update all SwiftPM dependencies') parser.add_argument('--no-local-deps', action='store_true', help='use normal remote dependencies when building') parser.add_argument('build_actions', help="Extra actions to perform. Can be any number of the following", choices=['all', 'build', 'test', 'install', 'generate-xcodeproj'], nargs="*", default=['build']) parsed = parser.parse_args(args) if ("install" in parsed.build_actions or "all" in parsed.build_actions) and not parsed.prefix: ArgumentParser.error("'--prefix' is required with the install action") parsed.swift_exec = os.path.join(parsed.toolchain, 'usr', 'bin', 'swift') parsed.sourcekitd_dir = os.path.join(parsed.toolchain, 'usr', 'lib') # Convert package_dir to absolute path, relative to root of repo. repo_path = os.path.dirname(__file__) parsed.package_dir = os.path.realpath( os.path.join(repo_path, parsed.package_dir)) # Convert build_dir to absolute path, relative to package_dir. parsed.build_dir = os.path.join(parsed.package_dir, parsed.build_dir) return parsed ... [15 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 43: ... [15 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 28 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 38 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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intermediate
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testing
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code_review
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Pythoncode:Python
| 3
| 0
| 2,033
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n\ndef printerr(message):\n print(message, file=sys.stderr)\n\ndef main(argv_prefix = []):\n args = parse_args(argv_prefix + sys.argv[1:])\n run(args)\n\ndef parse_args(args):\n parser = argparse.ArgumentParser(prog='BUILD-SCRIPT-HELPER.PY')\n\n parser.add_argument('--package-dir', default='SourceKitStressTester')\n parser.add_argument('-v', '--verbose', action='store_true', help='log executed commands')\n parser.add_argument('--prefix', help='install path')\n parser.add_argument('--config', default='debug')\n parser.add_argument('--build-dir', default='.build')\n parser.add_argument('--multiroot-data-file', help='Path to an Xcode workspace to create a unified build of SwiftSyntax with other projects.')\n parser.add_argument('--toolchain', required=True, help='the toolchain to use when building this package')\n parser.add_argument('--update', action='store_true', help='update all SwiftPM dependencies')\n parser.add_argument('--no-local-deps', action='store_true', help='use normal remote dependencies when building')\n parser.add_argument('build_actions', help=\"Extra actions to perform. Can be any number of the following\", choices=['all', 'build', 'test', 'install', 'generate-xcodeproj'], nargs=\"*\", default=['build'])\n\n parsed = parser.parse_args(args)\n\n if (\"install\" in parsed.build_actions or \"all\" in parsed.build_actions) and not parsed.prefix:\n ArgumentParser.error(\"'--prefix' is required with the install action\")\n parsed.swift_exec = os.path.join(parsed.toolchain, 'usr', 'bin', 'swift')\n\n parsed.sourcekitd_dir = os.path.join(parsed.toolchain, 'usr', 'lib')\n\n # Convert package_dir to absolute path, relative to root of repo.\n repo_path = os.path.dirname(__file__)\n parsed.package_dir = os.path.realpath(\n os.path.join(repo_path, parsed.package_dir))\n\n # Convert build_dir to absolute path, relative to package_dir.\n parsed.build_dir = os.path.join(parsed.package_dir, parsed.build_dir)\n\n return parsed\n\n\n ... [15 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 43: ... [15 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 28\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 38\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
16bce26f2376d0aa7170df9f650a479bf160647c
|
TheStack--python--000.parquet
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Review this Pythoncode:Python code: """deCONZ scene platform tests.""" from unittest.mock import patch from openpeerpower.components.scene import DOMAIN as SCENE_DOMAIN, SERVICE_TURN_ON from openpeerpower.const import ATTR_ENTITY_ID from .test_gateway import ( DECONZ_WEB_REQUEST, mock_deconz_put_request, setup_deconz_integration, ) async def test_no_scenes(opp, aioclient_mock): """Test that scenes can be loaded without scenes being available.""" await setup_deconz_integration(opp, aioclient_mock) assert len(opp.states.async_all()) == 0 async def test_scenes(opp, aioclient_mock): """Test that scenes works.""" data = { "groups": { "1": { "id": "Light group id", "name": "Light group", "type": "LightGroup", "state": {"all_on": False, "any_on": True}, "action": {}, "scenes": [{"id": "1", "name": "Scene"}], "lights": [], } } } with patch.dict(DECONZ_WEB_REQUEST, data): config_entry = await setup_deconz_integration(opp, aioclient_mock) assert len(opp.states.async_all()) == 1 assert opp.states.get("scene.light_group_scene") # Verify service calls mock_deconz_put_request( aioclient_mock, config_entry.data, "/groups/1/scenes/1/recall" ) # Service turn on scene await opp.services.async_call( SCENE_DOMAIN, SERVICE_TURN_ON, {ATTR_ENTITY_ID: "scene.light_group_scene"}, blocking=True, ) assert aioclient_mock.mock_calls[1][2] == {} await opp.config_entries.async_unload(config_entry.entry_id) assert len(opp.states.async_all()) == 0
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 40 Unexpected indentation at line 45 Unexpected indentation at line 46 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
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intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 0
| 0
| 1,701
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"deCONZ scene platform tests.\"\"\"\n\nfrom unittest.mock import patch\n\nfrom openpeerpower.components.scene import DOMAIN as SCENE_DOMAIN, SERVICE_TURN_ON\nfrom openpeerpower.const import ATTR_ENTITY_ID\n\nfrom .test_gateway import (\n DECONZ_WEB_REQUEST,\n mock_deconz_put_request,\n setup_deconz_integration,\n)\n\n\nasync def test_no_scenes(opp, aioclient_mock):\n \"\"\"Test that scenes can be loaded without scenes being available.\"\"\"\n await setup_deconz_integration(opp, aioclient_mock)\n assert len(opp.states.async_all()) == 0\n\n\nasync def test_scenes(opp, aioclient_mock):\n \"\"\"Test that scenes works.\"\"\"\n data = {\n \"groups\": {\n \"1\": {\n \"id\": \"Light group id\",\n \"name\": \"Light group\",\n \"type\": \"LightGroup\",\n \"state\": {\"all_on\": False, \"any_on\": True},\n \"action\": {},\n \"scenes\": [{\"id\": \"1\", \"name\": \"Scene\"}],\n \"lights\": [],\n }\n }\n }\n with patch.dict(DECONZ_WEB_REQUEST, data):\n config_entry = await setup_deconz_integration(opp, aioclient_mock)\n\n assert len(opp.states.async_all()) == 1\n assert opp.states.get(\"scene.light_group_scene\")\n\n # Verify service calls\n\n mock_deconz_put_request(\n aioclient_mock, config_entry.data, \"/groups/1/scenes/1/recall\"\n )\n\n # Service turn on scene\n\n await opp.services.async_call(\n SCENE_DOMAIN,\n SERVICE_TURN_ON,\n {ATTR_ENTITY_ID: \"scene.light_group_scene\"},\n blocking=True,\n )\n assert aioclient_mock.mock_calls[1][2] == {}\n\n await opp.config_entries.async_unload(config_entry.entry_id)\n\n assert len(opp.states.async_all()) == 0"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 40\n Unexpected indentation at line 45\n Unexpected indentation at line 46\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"}]
| false
| null | null | null |
16bd3669143df2de8767a9c8bf39a0f217eb03a8
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: from pathlib import PosixPath import configparser from typing import Dict, Optional, Any, List from inspect import cleandoc import shutil import tensorhive import os import logging class CONFIG_FILES: # Where to copy files # (TensorHive tries to load these by default) config_dir = PosixPath.home() / '.config/TensorHive' MAIN_CONFIG_PATH = str(config_dir / 'main_config.ini') HOSTS_CONFIG_PATH = str(config_dir / 'hosts_config.ini') MAILBOT_CONFIG_PATH = str(config_dir / 'mailbot_config.ini') # Where to get file templates from # (Clone file when it's not found in config directory) tensorhive_package_dir = PosixPath(__file__).parent MAIN_CONFIG_TEMPLATE_PATH = str(tensorhive_package_dir / 'main_config.ini') HOSTS_CONFIG_TEMPLATE_PATH = str(tensorhive_package_dir / 'hosts_config.ini') MAILBOT_TEMPLATE_CONFIG_PATH = str(tensorhive_package_dir / 'mailbot_config.ini') ALEMBIC_CONFIG_PATH = str(tensorhive_package_dir / 'alembic.ini') MIGRATIONS_CONFIG_PATH = str(tensorhive_package_dir / 'migrations') # Complete this line '''Makes sure that all default config files exist''' def __init__(self): # 1. Check if all config files exist all_exist = PosixPath(CONFIG_FILES.MAIN_CONFIG_PATH).exists() and \ PosixPath(CONFIG_FILES.HOSTS_CONFIG_PATH).exists() and \ PosixPath(CONFIG_FILES.MAILBOT_CONFIG_PATH).exists() if not all_exist: log.warning('[•] Detected missing default config file(s), recreating...') self.recreate_default_configuration_files() log.info('[•] All configs already exist, skipping...') def recreate_default_configuration_files(self) -> None: try: # 1. Create directory for stroing config files CONFIG_FILES.config_dir.mkdir(parents=True, exist_ok=True) # 2. Clone templates safely from `tensorhive` package self.safe_copy(src=CONFIG_FILES.MAIN_CONFIG_TEMPLATE_PATH, dst=CONFIG_FILES.MAIN_CONFIG_PATH) self.safe_copy(src=CONFIG_FILES.HOSTS_CONFIG_TEMPLATE_PATH, dst=CONFIG_FILES.HOSTS_CONFIG_PATH) self.safe_copy(src=CONFIG_FILES.MAILBOT_TEMPLATE_CONFIG_PATH, dst=CONFIG_FILES.MAILBOT_CONFIG_PATH) # 3. Change config files permission rw_owner_only = 0o600 os.chmod(CONFIG_FILES.MAIN_CONFIG_PATH, rw_owner_only) os.chmod(CONFIG_FILES.HOSTS_CONFIG_PATH, rw_owner_only) os.chmod(CONFIG_FILES.MAILBOT_CONFIG_PATH, rw_owner_only) except Exception: log.error('[✘] Unable to recreate configuration files.') ... [21 more functiondefs truncated] ...
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The missing line is: class ConfigInitilizer:
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advanced
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machine_learning
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fill_in_the_blank
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Pythoncode:Python
| 2
| 2
| 2,689
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom pathlib import PosixPath\nimport configparser\nfrom typing import Dict, Optional, Any, List\nfrom inspect import cleandoc\nimport shutil\nimport tensorhive\nimport os\nimport logging\nclass CONFIG_FILES:\n # Where to copy files\n # (TensorHive tries to load these by default)\n config_dir = PosixPath.home() / '.config/TensorHive'\n MAIN_CONFIG_PATH = str(config_dir / 'main_config.ini')\n HOSTS_CONFIG_PATH = str(config_dir / 'hosts_config.ini')\n MAILBOT_CONFIG_PATH = str(config_dir / 'mailbot_config.ini')\n\n # Where to get file templates from\n # (Clone file when it's not found in config directory)\n tensorhive_package_dir = PosixPath(__file__).parent\n MAIN_CONFIG_TEMPLATE_PATH = str(tensorhive_package_dir / 'main_config.ini')\n HOSTS_CONFIG_TEMPLATE_PATH = str(tensorhive_package_dir / 'hosts_config.ini')\n MAILBOT_TEMPLATE_CONFIG_PATH = str(tensorhive_package_dir / 'mailbot_config.ini')\n\n ALEMBIC_CONFIG_PATH = str(tensorhive_package_dir / 'alembic.ini')\n MIGRATIONS_CONFIG_PATH = str(tensorhive_package_dir / 'migrations')\n\n\n # Complete this line\n '''Makes sure that all default config files exist'''\n\n def __init__(self):\n # 1. Check if all config files exist\n all_exist = PosixPath(CONFIG_FILES.MAIN_CONFIG_PATH).exists() and \\\n PosixPath(CONFIG_FILES.HOSTS_CONFIG_PATH).exists() and \\\n PosixPath(CONFIG_FILES.MAILBOT_CONFIG_PATH).exists()\n\n if not all_exist:\n log.warning('[\u2022] Detected missing default config file(s), recreating...')\n self.recreate_default_configuration_files()\n log.info('[\u2022] All configs already exist, skipping...')\n\n def recreate_default_configuration_files(self) -> None:\n try:\n # 1. Create directory for stroing config files\n CONFIG_FILES.config_dir.mkdir(parents=True, exist_ok=True)\n\n # 2. Clone templates safely from `tensorhive` package\n self.safe_copy(src=CONFIG_FILES.MAIN_CONFIG_TEMPLATE_PATH, dst=CONFIG_FILES.MAIN_CONFIG_PATH)\n self.safe_copy(src=CONFIG_FILES.HOSTS_CONFIG_TEMPLATE_PATH, dst=CONFIG_FILES.HOSTS_CONFIG_PATH)\n self.safe_copy(src=CONFIG_FILES.MAILBOT_TEMPLATE_CONFIG_PATH, dst=CONFIG_FILES.MAILBOT_CONFIG_PATH)\n\n # 3. Change config files permission\n rw_owner_only = 0o600\n os.chmod(CONFIG_FILES.MAIN_CONFIG_PATH, rw_owner_only)\n os.chmod(CONFIG_FILES.HOSTS_CONFIG_PATH, rw_owner_only)\n os.chmod(CONFIG_FILES.MAILBOT_CONFIG_PATH, rw_owner_only)\n except Exception:\n log.error('[\u2718] Unable to recreate configuration files.')\n\n\n ... [21 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nclass ConfigInitilizer:"}]
| false
| null | null | null |
16bd643a28b81f74d29d0b9a43b20d245093f663
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import random from typing import Tuple import torch import torch.nn as nn import torch.optim as optim import torch.nn.functional as F from torch import Tensor class Encoder(nn.Module): def __init__(self, input_dim, emb_dim, enc_hid_dim, dec_hid_dim, dropout): super().__init__() self.input_dim = input_dim self.emb_dim = emb_dim self.enc_hid_dim = enc_hid_dim self.dec_hid_dim = dec_hid_dim self.dropout = dropout self.embedding = nn.Embedding(input_dim, emb_dim) self.rnn = nn.GRU(emb_dim, enc_hid_dim, bidirectional = True) self.fc = nn.Linear(enc_hid_dim * 2, dec_hid_dim) self.dropout = nn.Dropout(dropout) def forward(self, src): embedded = self.dropout(self.embedding(src)) outputs, hidden = self.rnn(embedded) # output of bi-directional rnn should be concatenated hidden = torch.tanh(self.fc(torch.cat((hidden[-2,:,:], hidden[-1,:,:]), dim = 1))) return outputs, hidden class Attention(nn.Module): def __init__(self, enc_hid_dim, dec_hid_dim, attn_dim): super().__init__() self.enc_hid_dim = enc_hid_dim self.dec_hid_dim = dec_hid_dim self.attn_in = (enc_hid_dim * 2) + dec_hid_dim self.attn = nn.Linear(self.attn_in, attn_dim) def forward(self, decoder_hidden, encoder_outputs): src_len = encoder_outputs.shape[0] repeated_decoder_hidden = decoder_hidden.unsqueeze(1).repeat(1, src_len, 1) encoder_outputs = encoder_outputs.permute(1, 0, 2) # Complete this line repeated_decoder_hidden, encoder_outputs), dim = 2))) attention = torch.sum(energy, dim=2) return F.softmax(attention, dim=1) class Decoder(nn.Module): def __init__(self, output_dim, emb_dim, enc_hid_dim, dec_hid_dim, dropout, attention): super().__init__() self.emb_dim = emb_dim self.enc_hid_dim = enc_hid_dim self.dec_hid_dim = dec_hid_dim self.output_dim = output_dim self.dropout = dropout self.attention = attention self.embedding = nn.Embedding(output_dim, emb_dim) self.rnn = nn.GRU((enc_hid_dim * 2) + emb_dim, dec_hid_dim) self.out = nn.Linear(self.attention.attn_in + emb_dim, output_dim) self.dropout = nn.Dropout(dropout) def _weighted_encoder_rep(self, decoder_hidden, encoder_outputs): a = self.attention(decoder_hidden, encoder_outputs) a = a.unsqueeze(1) encoder_outputs = encoder_outputs.permute(1, 0, 2) weighted_encoder_rep = torch.bmm(a, encoder_outputs) weighted_encoder_rep = weighted_encoder_rep.permute(1, 0, 2) return weighted_encoder_rep ... [4 more functiondefs truncated] ...
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The missing line is: energy = torch.tanh(self.attn(torch.cat((
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advanced
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oop
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fill_in_the_blank
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Pythoncode:Python
| 6
| 3
| 2,839
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport random\nfrom typing import Tuple\nimport torch\nimport torch.nn as nn\nimport torch.optim as optim\nimport torch.nn.functional as F\nfrom torch import Tensor\n\nclass Encoder(nn.Module):\n def __init__(self, input_dim, emb_dim, enc_hid_dim, dec_hid_dim, dropout):\n super().__init__()\n\n self.input_dim = input_dim\n self.emb_dim = emb_dim\n self.enc_hid_dim = enc_hid_dim\n self.dec_hid_dim = dec_hid_dim\n self.dropout = dropout\n\n self.embedding = nn.Embedding(input_dim, emb_dim)\n self.rnn = nn.GRU(emb_dim, enc_hid_dim, bidirectional = True)\n self.fc = nn.Linear(enc_hid_dim * 2, dec_hid_dim)\n self.dropout = nn.Dropout(dropout)\n\n def forward(self, src):\n embedded = self.dropout(self.embedding(src))\n outputs, hidden = self.rnn(embedded)\n # output of bi-directional rnn should be concatenated\n hidden = torch.tanh(self.fc(torch.cat((hidden[-2,:,:], hidden[-1,:,:]), dim = 1)))\n return outputs, hidden\n \nclass Attention(nn.Module):\n def __init__(self, enc_hid_dim, dec_hid_dim, attn_dim):\n super().__init__()\n\n self.enc_hid_dim = enc_hid_dim\n self.dec_hid_dim = dec_hid_dim\n self.attn_in = (enc_hid_dim * 2) + dec_hid_dim\n self.attn = nn.Linear(self.attn_in, attn_dim)\n\n def forward(self, decoder_hidden, encoder_outputs):\n\n src_len = encoder_outputs.shape[0]\n repeated_decoder_hidden = decoder_hidden.unsqueeze(1).repeat(1, src_len, 1)\n encoder_outputs = encoder_outputs.permute(1, 0, 2)\n # Complete this line\n repeated_decoder_hidden,\n encoder_outputs),\n dim = 2)))\n attention = torch.sum(energy, dim=2)\n return F.softmax(attention, dim=1)\n \nclass Decoder(nn.Module):\n def __init__(self, output_dim, emb_dim, enc_hid_dim, dec_hid_dim, dropout, attention):\n super().__init__()\n\n self.emb_dim = emb_dim\n self.enc_hid_dim = enc_hid_dim\n self.dec_hid_dim = dec_hid_dim\n self.output_dim = output_dim\n self.dropout = dropout\n self.attention = attention\n\n self.embedding = nn.Embedding(output_dim, emb_dim)\n self.rnn = nn.GRU((enc_hid_dim * 2) + emb_dim, dec_hid_dim)\n self.out = nn.Linear(self.attention.attn_in + emb_dim, output_dim)\n self.dropout = nn.Dropout(dropout)\n\n\n def _weighted_encoder_rep(self, decoder_hidden, encoder_outputs):\n\n a = self.attention(decoder_hidden, encoder_outputs)\n a = a.unsqueeze(1)\n encoder_outputs = encoder_outputs.permute(1, 0, 2)\n weighted_encoder_rep = torch.bmm(a, encoder_outputs)\n weighted_encoder_rep = weighted_encoder_rep.permute(1, 0, 2)\n return weighted_encoder_rep\n\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n energy = torch.tanh(self.attn(torch.cat(("}]
| false
| null | null | null |
16bdc023e7792aee5f95f6dd1ec12e9328dbed08
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import torch import torch.nn as nn import torch.optim as optim from torchtext.datasets import Multi30k from torchtext.data import Field, BucketIterator import numpy as np import spacy import random from torch.utils.tensorboard import SummaryWriter # to print to tensorboard from utils import translate_sentence, bleu, save_checkpoint, load_checkpoint def tokenize_ger(text): return [tok.text for tok in spacy_ger.tokenizer(text)] def tokenize_eng(text): return [tok.text for tok in spacy_eng.tokenizer(text)] german = Field(tokenize=tokenize_ger, lower=True, init_token="<sos>", eos_token="<eos>") english = Field( tokenize=tokenize_eng, lower=True, init_token="<sos>", eos_token="<eos>" ) train_data, valid_data, test_data = Multi30k.splits( exts=(".de", ".en"), fields=(german, english) ) german.build_vocab(train_data, max_size=10000, min_freq=2) english.build_vocab(train_data, max_size=10000, min_freq=2) class Encoder(nn.Module): def __init__(self, input_size, embedding_size, hidden_size, num_layers, p): super(Encoder, self).__init__() self.dropout = nn.Dropout(p) self.hidden_size = hidden_size self.num_layers = num_layers self.embedding = nn.Embedding(input_size, embedding_size) self.rnn = nn.LSTM(embedding_size, hidden_size, num_layers, dropout=p)
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def forward(self, x): # x shape: (seq_length, N) where N is batch size embedding = self.dropout(self.embedding(x)) # embedding shape: (seq_length, N, embedding_size) outputs, (hidden, cell) = self.rnn(embedding) # outputs shape: (seq_length, N, hidden_size) return hidden, cell class Decoder(nn.Module): def __init__( self, input_size, embedding_size, hidden_size, output_size, num_layers, p ): super(Decoder, self).__init__() self.dropout = nn.Dropout(p) self.hidden_size = hidden_size self.num_layers = num_layers self.embedding = nn.Embedding(input_size, embedding_size) self.rnn = nn.LSTM(embedding_size, hidden_size, num_layers, dropout=p) self.fc = nn.Linear(hidden_size, output_size) ... [4 more functiondefs truncated] ...
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advanced
|
testing
|
code_completion
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Pythoncode:Python
| 5
| 2
| 2,212
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\nimport torch.optim as optim\nfrom torchtext.datasets import Multi30k\nfrom torchtext.data import Field, BucketIterator\nimport numpy as np\nimport spacy\nimport random\nfrom torch.utils.tensorboard import SummaryWriter # to print to tensorboard\nfrom utils import translate_sentence, bleu, save_checkpoint, load_checkpoint\n\ndef tokenize_ger(text):\n return [tok.text for tok in spacy_ger.tokenizer(text)]\n\n\ndef tokenize_eng(text):\n return [tok.text for tok in spacy_eng.tokenizer(text)]\n\n\ngerman = Field(tokenize=tokenize_ger, lower=True, init_token=\"<sos>\", eos_token=\"<eos>\")\n\nenglish = Field(\n tokenize=tokenize_eng, lower=True, init_token=\"<sos>\", eos_token=\"<eos>\"\n)\n\ntrain_data, valid_data, test_data = Multi30k.splits(\n exts=(\".de\", \".en\"), fields=(german, english)\n)\n\ngerman.build_vocab(train_data, max_size=10000, min_freq=2)\nenglish.build_vocab(train_data, max_size=10000, min_freq=2)\n\n\nclass Encoder(nn.Module):\n def __init__(self, input_size, embedding_size, hidden_size, num_layers, p):\n super(Encoder, self).__init__()\n self.dropout = nn.Dropout(p)\n self.hidden_size = hidden_size\n self.num_layers = num_layers\n\n self.embedding = nn.Embedding(input_size, embedding_size)\n self.rnn = nn.LSTM(embedding_size, hidden_size, num_layers, dropout=p)"}, {"role": "assistant", "content": "\n\n def forward(self, x):\n # x shape: (seq_length, N) where N is batch size\n\n embedding = self.dropout(self.embedding(x))\n # embedding shape: (seq_length, N, embedding_size)\n\n outputs, (hidden, cell) = self.rnn(embedding)\n # outputs shape: (seq_length, N, hidden_size)\n\n return hidden, cell\n\n\nclass Decoder(nn.Module):\n def __init__(\n self, input_size, embedding_size, hidden_size, output_size, num_layers, p\n ):\n super(Decoder, self).__init__()\n self.dropout = nn.Dropout(p)\n self.hidden_size = hidden_size\n self.num_layers = num_layers\n\n self.embedding = nn.Embedding(input_size, embedding_size)\n self.rnn = nn.LSTM(embedding_size, hidden_size, num_layers, dropout=p)\n self.fc = nn.Linear(hidden_size, output_size)\n\n\n ... [4 more functiondefs truncated] ..."}]
| false
| null | null | null |
16be469a1debb4ce731178e138eb07a68236018a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from typing import Dict, Any, List import string from parlai.core.agents import Agent from parlai.core.message import Message from random import sample import pathlib path = pathlib.Path(__file__).parent.absolute() class LightImitateMixin(Agent): """Abstract class that handles passing expert trajectories alongside self-play sampling """ def __init__(self, opt: Dict[str, Any], shared: Dict[str, Any] = None): self.id = "LightChatbotSelfPlay" self.train_step = 0 self.self_speaker_token = "<speaker_self>" self.other_speaker_token = "<speaker_other>" def act(self): Error: IndentationError / Incomplete Function
|
Fixed Code: from typing import Dict, Any, List import string from parlai.core.agents import Agent from parlai.core.message import Message from random import sample import pathlib path = pathlib.Path(__file__).parent.absolute() class LightImitateMixin(Agent): """Abstract class that handles passing expert trajectories alongside self-play sampling """ def __init__(self, opt: Dict[str, Any], shared: Dict[str, Any] = None): self.id = "LightChatbotSelfPlay" Explanation: Complete the function 'act' body and add missing return
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advanced
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machine_learning
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error_fixing
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Pythoncode:Python
| 8
| 1
| 624
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom typing import Dict, Any, List\n\nimport string\n\nfrom parlai.core.agents import Agent\nfrom parlai.core.message import Message\nfrom random import sample\n\n\nimport pathlib\n\npath = pathlib.Path(__file__).parent.absolute()\n\n\nclass LightImitateMixin(Agent):\n \"\"\"Abstract class that handles passing expert trajectories alongside self-play sampling\n \"\"\"\n\n def __init__(self, opt: Dict[str, Any], shared: Dict[str, Any] = None):\n self.id = \"LightChatbotSelfPlay\"\n self.train_step = 0\n self.self_speaker_token = \"<speaker_self>\"\n\n self.other_speaker_token = \"<speaker_other>\"\n\n def act(self):\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom typing import Dict, Any, List\n\nimport string\n\nfrom parlai.core.agents import Agent\nfrom parlai.core.message import Message\nfrom random import sample\n\n\nimport pathlib\n\npath = pathlib.Path(__file__).parent.absolute()\n\n\nclass LightImitateMixin(Agent):\n \"\"\"Abstract class that handles passing expert trajectories alongside self-play sampling\n \"\"\"\n\n def __init__(self, opt: Dict[str, Any], shared: Dict[str, Any] = None):\n self.id = \"LightChatbotSelfPlay\"\n\n Explanation: Complete the function 'act' body and add missing return"}]
| true
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syntax
|
MID_FUNCTION
|
HIGH
|
16beddc32cad55aeba19e5840d544ba51efbce38
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: """https://www.educative.io/courses/grokking-the-coding-interview/N7rwVyAZl6D Categories: - Binary - Bit Manipulation - Blind 75 See Also: - pytudes/_2021/leetcode/blind_75/linked_list/_141__linked_list_cycle__easy.py """ from pytudes._2021.utils.linked_list import ( ListNode, NodeType, convert_list_to_linked_list, ) def has_cycle(head: NodeType) -> bool: """ Args: head: head of a singly-linked list of nodes Returns: whether or not the linked list has a cycle Examples: >>> has_cycle(None) False >>> head = ListNode("self-edge") >>> head.next = head >>> has_cycle(head) True >>> head = convert_list_to_linked_list([1,2,3,4,5,6]) >>> has_cycle(head) False >>> head.next.next.next.next.next.next = head.next.next >>> has_cycle(head) True >>> head.next.next.next.next.next.next = head.next.next.next >>> has_cycle(head) True """ slow = fast = head while fast is not None and fast.next is not None: # since fast ≥ slow slow = slow.next fast = fast.next.next if slow == fast: return True # found the cycle else: return False def main(): head = convert_list_to_linked_list([1, 2, 3, 4, 5, 6]) print("LinkedList has cycle: " + str(has_cycle(head))) head.next.next.next.next.next.next = head.next.next print("LinkedList has cycle: " + str(has_cycle(head))) head.next.next.next.next.next.next = head.next.next.next print("LinkedList has cycle: " + str(has_cycle(head))) main()
|
Functions: has_cycle, main This code demonstrates Pythoncode:Python programming.
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intermediate
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api
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code_explanation
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Pythoncode:Python
| 2
| 0
| 1,654
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\"https://www.educative.io/courses/grokking-the-coding-interview/N7rwVyAZl6D\n\nCategories:\n - Binary\n - Bit Manipulation\n - Blind 75\n\nSee Also:\n - pytudes/_2021/leetcode/blind_75/linked_list/_141__linked_list_cycle__easy.py\n\n\"\"\"\n\nfrom pytudes._2021.utils.linked_list import (\n ListNode,\n NodeType,\n convert_list_to_linked_list,\n)\n\n\ndef has_cycle(head: NodeType) -> bool:\n \"\"\"\n\n Args:\n head: head of a singly-linked list of nodes\n\n Returns:\n whether or not the linked list has a cycle\n\n Examples:\n >>> has_cycle(None)\n False\n >>> head = ListNode(\"self-edge\")\n >>> head.next = head\n >>> has_cycle(head)\n True\n >>> head = convert_list_to_linked_list([1,2,3,4,5,6])\n >>> has_cycle(head)\n False\n >>> head.next.next.next.next.next.next = head.next.next\n >>> has_cycle(head)\n True\n >>> head.next.next.next.next.next.next = head.next.next.next\n >>> has_cycle(head)\n True\n\n \"\"\"\n slow = fast = head\n while fast is not None and fast.next is not None: # since fast \u2265 slow\n slow = slow.next\n fast = fast.next.next\n if slow == fast:\n return True # found the cycle\n else:\n return False\n\n\ndef main():\n head = convert_list_to_linked_list([1, 2, 3, 4, 5, 6])\n print(\"LinkedList has cycle: \" + str(has_cycle(head)))\n\n head.next.next.next.next.next.next = head.next.next\n print(\"LinkedList has cycle: \" + str(has_cycle(head)))\n\n head.next.next.next.next.next.next = head.next.next.next\n print(\"LinkedList has cycle: \" + str(has_cycle(head)))\n\n\nmain()"}, {"role": "assistant", "content": " Functions: has_cycle, main\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
16bf36b1dcc9b129dcd361097fbc1ea1ea920674
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import sys import os import socket import time import threading class MyServer: def __init__(self, port, doc_root): self.port = port self.doc_root = doc_root self.host = '127.0.0.1' self.res_200 = "HTTP/1.1 200 OK\r\nServer: Myserver 1.0\r\n" self.res_404 = "HTTP/1.1 404 NOT FOUND\r\nServer: Myserver 1.0\r\n\r\n" self.res_400 = "HTTP/1.1 400 Client Error\r\nServer: Myserver 1.0\r\n\r\n" self.res_close = "HTTP/1.1 Connection:close\r\nServer: Myserver 1.0\r\n\r\n" # map request into dict def req_info(self, request): # 400 malform if request[-4:] != '\r\n\r\n': info = {'url': '400malform'} return info headers = request.splitlines() firstline = headers.pop(0) try: (act, url, version) = firstline.split() except ValueError: info = {'url': '400malform'} return info info = {'act': act, 'url': url, 'version': version} for h in headers: h = h.split(': ') if len(h) < 2: continue field = h[0] value = h[1] info[field] = value # mapping url, return 404 escape or absolute filename # judge whether escape path = '' x = url.split('/') i = 0 while i < len(x): if '' in x: x.remove('') if i < 0 or x[0] == '..' or len(x) == 0: # path escape from file root info['url'] = '404escape' return info if i < len(x) and x[i] == '..': x.remove(x[i]) x.remove(x[i - 1]) i -= 1 else: i += 1 # map index.html if len(x[-1].split('.')) < 2: x.append('index.html') for d in range(len(x)): path = path + '/' + x[d] info['url'] = os.path.realpath(self.doc_root + path) return info # generate response ... [2 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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api
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refactoring
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Pythoncode:Python
| 2
| 1
| 2,079
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport sys\nimport os\nimport socket\nimport time\nimport threading\n\n\nclass MyServer:\n def __init__(self, port, doc_root):\n self.port = port\n self.doc_root = doc_root\n self.host = '127.0.0.1'\n self.res_200 = \"HTTP/1.1 200 OK\\r\\nServer: Myserver 1.0\\r\\n\"\n\n self.res_404 = \"HTTP/1.1 404 NOT FOUND\\r\\nServer: Myserver 1.0\\r\\n\\r\\n\"\n\n self.res_400 = \"HTTP/1.1 400 Client Error\\r\\nServer: Myserver 1.0\\r\\n\\r\\n\"\n\n self.res_close = \"HTTP/1.1 Connection:close\\r\\nServer: Myserver 1.0\\r\\n\\r\\n\"\n\n # map request into dict\n def req_info(self, request):\n # 400 malform\n if request[-4:] != '\\r\\n\\r\\n':\n info = {'url': '400malform'}\n return info\n headers = request.splitlines()\n firstline = headers.pop(0)\n try:\n (act, url, version) = firstline.split()\n except ValueError:\n info = {'url': '400malform'}\n return info\n info = {'act': act, 'url': url, 'version': version}\n for h in headers:\n h = h.split(': ')\n if len(h) < 2:\n continue\n field = h[0]\n value = h[1]\n info[field] = value\n # mapping url, return 404 escape or absolute filename\n # judge whether escape\n path = ''\n x = url.split('/')\n i = 0\n while i < len(x):\n if '' in x:\n x.remove('')\n if i < 0 or x[0] == '..' or len(x) == 0: # path escape from file root\n info['url'] = '404escape'\n return info\n if i < len(x) and x[i] == '..':\n x.remove(x[i])\n x.remove(x[i - 1])\n i -= 1\n else:\n i += 1\n # map index.html\n if len(x[-1].split('.')) < 2:\n x.append('index.html')\n for d in range(len(x)):\n path = path + '/' + x[d]\n info['url'] = os.path.realpath(self.doc_root + path)\n return info\n\n # generate response\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 |
16bf4f8f27c28015e220b292e189af4ce08ed99c
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: class Metric(object): """Base class for all metrics. From: https://github.com/pytorch/tnt/blob/master/torchnet/meter/meter.py """ def reset(self): pass def add(self): pass def value(self): Error: IndentationError / Incomplete Function
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Fixed Code: class Metric(object): """Base class for all metrics. From: https://github.com/pytorch/tnt/blob/master/torchnet/meter/meter.py """ def reset(self): pass def add(self): pass def value(self): pass Explanation: Complete the function 'value' body and add missing return
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intermediate
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api
|
error_fixing
|
Pythoncode:Python
| 3
| 1
| 243
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nclass Metric(object):\r\n \"\"\"Base class for all metrics.\r\n\r\n From: https://github.com/pytorch/tnt/blob/master/torchnet/meter/meter.py\r\n \"\"\"\r\n def reset(self):\r\n pass\r\n\r\n def add(self):\r\n pass\r\n\r\n def value(self):\r\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nclass Metric(object):\r\n \"\"\"Base class for all metrics.\r\n\r\n From: https://github.com/pytorch/tnt/blob/master/torchnet/meter/meter.py\r\n \"\"\"\r\n def reset(self):\r\n pass\r\n\r\n def add(self):\r\n pass\r\n\r\n def value(self):\r\n pass\r\n\n\n Explanation: Complete the function 'value' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
16c04b9a7be2241d66d21a6886d268026e2fdc89
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from git import Repo from pf_pweb_sourceman.common.console import console from pf_py_file.pfpf_file_util import PFPFFileUtil class GitRepoMan: def get_repo_name_from_url(self, url: str): if not url: return None last_slash_index = url.rfind("/") last_suffix_index = url.rfind(".git") if last_suffix_index < 0: last_suffix_index = len(url) if last_slash_index < 0 or last_suffix_index <= last_slash_index: raise Exception("Invalid repo url {}".format(url)) return url[last_
|
Syntax Analysis: Syntax Errors Found: • Unclosed '[' at line 20 - expected ']' • Block at line 6 has no indented body • SyntaxError: '[' was never closed at line 20 Fixes: • Add closing ']' bracket • Review code syntax
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advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 2
| 1
| 565
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom git import Repo\nfrom pf_pweb_sourceman.common.console import console\nfrom pf_py_file.pfpf_file_util import PFPFFileUtil\n\n\nclass GitRepoMan:\n\n def get_repo_name_from_url(self, url: str):\n if not url:\n return None\n\n last_slash_index = url.rfind(\"/\")\n last_suffix_index = url.rfind(\".git\")\n if last_suffix_index < 0:\n last_suffix_index = len(url)\n\n if last_slash_index < 0 or last_suffix_index <= last_slash_index:\n raise Exception(\"Invalid repo url {}\".format(url))\n\n return url[last_"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '[' at line 20 - expected ']'\n \u2022 Block at line 6 has no indented body\n \u2022 SyntaxError: '[' was never closed at line 20\n\n Fixes:\n \u2022 Add closing ']' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
16c081effc971dd24b22b938117db5e30575dfca
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import socket import paramiko import json Hostname = '34.224.2.243' Username = 'ec2-user' key = 'G:/Projects/Python/Asset-Discovery-Tool/tool/s.pem' def is_connected(): try: # connect to the host -- tells us if the host is actually # reachable socket.create_connection(("8.8.8.8", 53)) return "conneted to the Internet!" except OSError: pass return "Please Connect to the Internet!" is_connected() try: ssh = paramiko.SSHClient() ssh.set_missing_host_key_policy(paramiko.AutoAddPolicy()) ssh.connect(hostname=Hostname, username=Username, key_filename=key) except paramiko.AuthenticationException: print("Failed to connect to {} due to wrong username/password".format(Hostname)) exit(1) except: print("Failed to connect to {} ".format(Hostname)) exit(2) # commands _, stdout_1, _ = ssh.exec_command("hostname") _, stdout_2, _ = ssh.exec_command("hostname -I | awk '{print $1}'") _, stdout_3, _ = ssh.exec_command("cat /sys/class/net/eth0/address") _, stdout_4, _ = ssh.exec_command( "awk -F= '$1=={} {{ print $2 ;}}' /etc/os-release".format('"NAME"')) _, stdout_5, _ = ssh.exec_command("whoami") _, stdout_6, _ = ssh.exec_command("last -F") _, stdout_7, _ = ssh.exec_command("netstat -tnpa | grep 'ESTABLISHED.*sshd'") #_, stdout_8, _ = ssh.exec_command("sudo {}/24".format()) # egrep -o '([0-9]{1,3}\.){3}[0-9]{1,3}' --IP-address # --------------------------------- def remote_data_1(): output_1 = stdout_1.readlines() output_2 = stdout_2.readlines() output_3 = stdout_3.readlines() output_4 = stdout_4.readlines() output_5 = stdout_5.readlines() remote_data_1 = { 'Hostname': '', 'IP': '', 'MAC': '', 'OS': '', 'Currentuser': '', } remote_data_1['Hostname'] = output_1[0].strip('\n') remote_data_1['IP'] = output_2[0].strip('\n') remote_data_1['MAC'] = output_3[0].strip('\n') remote_data_1['OS'] = output_4[0][1:-1].strip('\"') remote_data_1['Currentuser'] = output_5[0].strip('\n') return json.dumps(remote_data_1, indent=4) # ---------------------------------- def remote_data_2_(): output = stdout_6.readlines() data_ = [] filter_ = [] remote_data_2 = { 'Hostname': [], 'IP': [], 'MAC': [], 'Lastseen': [], 'Status': [], } for i in output: data_.append(i.split(' ')) for i in data_: filter_.append(list(filter(None, i))) for i in range(len(filter_)-3): remote_data_2['Hostname'].append(filter_[i][0]) remote_data_2['IP'].append(filter_[i][2]) remote_data_2['MAC'].append('not found') remote_data_2['Lastseen'].append(' '.join(filter_[i][3:8])) if 'logged' in filter_[i][9]: remote_data_2['Status'].append('Active') else: remote_data_2['Status'].append('Inactive') # ssh.close() return remote_data_2
|
Code Review: ❌ Critical issues: Hardcoded credentials at line 7 - use environment variables ⚠️ Code quality: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 18 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 28 Unexpected indentation at line 31 Unexpected indentation at line 38 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 76 Unexpected indentation at line 77 Unexpected indentation at line 78 Unexpected indentation at line 79 Unexpected indentation at line 80 Unexpected indentation at line 81 Unexpected indentation at line 82 Unexpected indentation at line 92 Unexpected indentation at line 93 Unexpected indentation at line 94 Unexpected indentation at line 95 Unexpected indentation at line 97 Unexpected indentation at line 99 Unexpected indentation at line 100 Empty except block - handle exceptions properly Bare 'except:' catches all exceptions - be specific ✨ Improvements: Add docstring to function 'remote_data_1' Add docstring to function 'remote_data_2_' Remove debug print() at line 27 before production Remove debug print() at line 30 before production
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intermediate
|
database
|
code_review
|
Pythoncode:Python
| 3
| 0
| 2,969
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport socket\nimport paramiko\nimport json\n\nHostname = '34.224.2.243'\nUsername = 'ec2-user'\nkey = 'G:/Projects/Python/Asset-Discovery-Tool/tool/s.pem'\n\n\ndef is_connected():\n try:\n # connect to the host -- tells us if the host is actually\n # reachable\n socket.create_connection((\"8.8.8.8\", 53))\n return \"conneted to the Internet!\"\n except OSError:\n pass\n return \"Please Connect to the Internet!\"\n\n\nis_connected()\ntry:\n ssh = paramiko.SSHClient()\n ssh.set_missing_host_key_policy(paramiko.AutoAddPolicy())\n ssh.connect(hostname=Hostname, username=Username, key_filename=key)\nexcept paramiko.AuthenticationException:\n print(\"Failed to connect to {} due to wrong username/password\".format(Hostname))\n exit(1)\nexcept:\n print(\"Failed to connect to {} \".format(Hostname))\n exit(2)\n\n# commands\n_, stdout_1, _ = ssh.exec_command(\"hostname\")\n_, stdout_2, _ = ssh.exec_command(\"hostname -I | awk '{print $1}'\")\n_, stdout_3, _ = ssh.exec_command(\"cat /sys/class/net/eth0/address\")\n_, stdout_4, _ = ssh.exec_command(\n \"awk -F= '$1=={} {{ print $2 ;}}' /etc/os-release\".format('\"NAME\"'))\n_, stdout_5, _ = ssh.exec_command(\"whoami\")\n_, stdout_6, _ = ssh.exec_command(\"last -F\")\n_, stdout_7, _ = ssh.exec_command(\"netstat -tnpa | grep 'ESTABLISHED.*sshd'\")\n#_, stdout_8, _ = ssh.exec_command(\"sudo {}/24\".format())\n# egrep -o '([0-9]{1,3}\\.){3}[0-9]{1,3}' --IP-address\n# ---------------------------------\n\n\ndef remote_data_1():\n output_1 = stdout_1.readlines()\n output_2 = stdout_2.readlines()\n output_3 = stdout_3.readlines()\n output_4 = stdout_4.readlines()\n output_5 = stdout_5.readlines()\n remote_data_1 = {\n 'Hostname': '',\n 'IP': '',\n 'MAC': '',\n 'OS': '',\n 'Currentuser': '',\n }\n\n remote_data_1['Hostname'] = output_1[0].strip('\\n')\n remote_data_1['IP'] = output_2[0].strip('\\n')\n remote_data_1['MAC'] = output_3[0].strip('\\n')\n remote_data_1['OS'] = output_4[0][1:-1].strip('\\\"')\n remote_data_1['Currentuser'] = output_5[0].strip('\\n')\n\n return json.dumps(remote_data_1, indent=4)\n\n# ----------------------------------\n\n\ndef remote_data_2_():\n output = stdout_6.readlines()\n data_ = []\n filter_ = []\n remote_data_2 = {\n 'Hostname': [],\n 'IP': [],\n 'MAC': [],\n 'Lastseen': [],\n 'Status': [],\n }\n\n for i in output:\n data_.append(i.split(' '))\n\n for i in data_:\n filter_.append(list(filter(None, i)))\n\n for i in range(len(filter_)-3):\n remote_data_2['Hostname'].append(filter_[i][0])\n remote_data_2['IP'].append(filter_[i][2])\n remote_data_2['MAC'].append('not found')\n remote_data_2['Lastseen'].append(' '.join(filter_[i][3:8]))\n if 'logged' in filter_[i][9]:\n remote_data_2['Status'].append('Active')\n else:\n remote_data_2['Status'].append('Inactive')\n # ssh.close()\n return remote_data_2"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Hardcoded credentials at line 7 - use environment variables\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 18\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 28\n Unexpected indentation at line 31\n Unexpected indentation at line 38\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n Unexpected indentation at line 77\n Unexpected indentation at line 78\n Unexpected indentation at line 79\n Unexpected indentation at line 80\n Unexpected indentation at line 81\n Unexpected indentation at line 82\n Unexpected indentation at line 92\n Unexpected indentation at line 93\n Unexpected indentation at line 94\n Unexpected indentation at line 95\n Unexpected indentation at line 97\n Unexpected indentation at line 99\n Unexpected indentation at line 100\n Empty except block - handle exceptions properly\n Bare 'except:' catches all exceptions - be specific\n\n\u2728 Improvements:\n Add docstring to function 'remote_data_1'\n Add docstring to function 'remote_data_2_'\n Remove debug print() at line 27 before production\n Remove debug print() at line 30 before production"}]
| false
| null | null | null |
16c22952eef284ef2bbd4cfa4e2bbaa9380b0ceb
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- class KvV2(VaultApiBase): """KV Secrets Engine - Version 2 (API). Reference: https://www.vaultproject.io/api/secret/kv/kv-v2.html """ def configure(self, max_versions=10, cas_required=None, mount_point=DEFAULT_MOUNT_POINT): """Configure backend level settings that are applied to every key in the key-value store. Supported methods: POST: /{mount_point}/config. Produces: 204 (empty body) :param max_versions: The number of versions to keep per key. This value applies to all keys, but a key's metadata setting can overwrite this value. Once a key has more than the configured allowed versions the oldest version will be permanently deleted. Defaults to 10. :type max_versions: int :param cas_required: If true all keys will require the cas parameter to be set on all write requests. :type cas_required: bool :param mount_point: The "path" the secret engine was mounted on. :type mount_point: str | unicode :return: The response of the request. :rtype: requests.Response """ params = { 'max_versions': max_versions, } if cas_required is not None: params['cas_required'] = cas_required api_path = utils.format_url('/v1/{mount_point}/config', mount_point=mount_point) return self._adapter.post( url=api_path, json=params, ) Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python # -*- coding: utf-8 -*- class KvV2(VaultApiBase): """KV Secrets Engine - Version 2 (API). Reference: https://www.vaultproject.io/api/secret/kv/kv-v2.html """ def configure(self, max_versions=10, cas_required=None, mount_point=DEFAULT_MOUNT_POINT): """Configure backend level settings that are applied to every key in the key-value store. Supported methods: POST: /{mount_point}/config. Produces: 204 (empty body) :param max_versions: The number of versions to keep per key. This value applies to all keys, but a key's metadata setting can overwrite this value. Once a key has more than the configured allowed versions the oldest version will be permanently deleted. Defaults to 10. :type max_versions: int :param cas_required: If true all keys will require the cas parameter to be set on all write requests. Explanation: Complete the truncated code structure
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advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 1,508
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\nclass KvV2(VaultApiBase):\n \"\"\"KV Secrets Engine - Version 2 (API).\n\n Reference: https://www.vaultproject.io/api/secret/kv/kv-v2.html\n \"\"\"\n\n def configure(self, max_versions=10, cas_required=None, mount_point=DEFAULT_MOUNT_POINT):\n \"\"\"Configure backend level settings that are applied to every key in the key-value store.\n\n Supported methods:\n POST: /{mount_point}/config. Produces: 204 (empty body)\n\n\n :param max_versions: The number of versions to keep per key. This value applies to all keys, but a key's\n metadata setting can overwrite this value. Once a key has more than the configured allowed versions the\n oldest version will be permanently deleted. Defaults to 10.\n :type max_versions: int\n :param cas_required: If true all keys will require the cas parameter to be set on all write requests.\n :type cas_required: bool\n :param mount_point: The \"path\" the secret engine was mounted on.\n :type mount_point: str | unicode\n :return: The response of the request.\n :rtype: requests.Response\n \"\"\"\n params = {\n 'max_versions': max_versions,\n }\n if cas_required is not None:\n params['cas_required'] = cas_required\n api_path = utils.format_url('/v1/{mount_point}/config', mount_point=mount_point)\n return self._adapter.post(\n url=api_path,\n json=params,\n )\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\nclass KvV2(VaultApiBase):\n \"\"\"KV Secrets Engine - Version 2 (API).\n\n Reference: https://www.vaultproject.io/api/secret/kv/kv-v2.html\n \"\"\"\n\n def configure(self, max_versions=10, cas_required=None, mount_point=DEFAULT_MOUNT_POINT):\n \"\"\"Configure backend level settings that are applied to every key in the key-value store.\n\n Supported methods:\n POST: /{mount_point}/config. Produces: 204 (empty body)\n\n\n :param max_versions: The number of versions to keep per key. This value applies to all keys, but a key's\n metadata setting can overwrite this value. Once a key has more than the configured allowed versions the\n oldest version will be permanently deleted. Defaults to 10.\n :type max_versions: int\n :param cas_required: If true all keys will require the cas parameter to be set on all write requests.\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
16c3880f871252c2ad2ebcf1bd3aca25678856cb
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Install all examples to connected device(s) import subprocess import sys answer = input("Install all vulkan examples to attached device, this may take some time! (Y/N)").lower() == 'y' if answer: BUILD_ARGUMENTS = "" for arg in sys.argv[1:]: if arg == "-validation": BUILD_ARGUMENTS += "-validation" if subprocess.call(("python build-all.py -deploy %s" % BUILD_ARGUMENTS).split(' ')) != 0: print("Error: Not all examples may have been installed!") sys.exit(-1)
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 11 Unexpected indentation at line 13 💡 Suggestions: Remove debug print() at line 12 before production
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intermediate
|
ui
|
debugging
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Pythoncode:Python
| 0
| 0
| 512
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Install all examples to connected device(s)\nimport subprocess\nimport sys\n\nanswer = input(\"Install all vulkan examples to attached device, this may take some time! (Y/N)\").lower() == 'y'\nif answer:\n BUILD_ARGUMENTS = \"\"\n for arg in sys.argv[1:]:\n if arg == \"-validation\":\n BUILD_ARGUMENTS += \"-validation\"\n if subprocess.call((\"python build-all.py -deploy %s\" % BUILD_ARGUMENTS).split(' ')) != 0:\n print(\"Error: Not all examples may have been installed!\")\n sys.exit(-1)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 8\n Unexpected indentation at line 11\n Unexpected indentation at line 13\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 12 before production"}]
| false
| null | null | null |
16c3b1e6ee4edc3e7c6e66622f8ee4afa8a44dad
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from generators.ahoughton import AhoughtonGenerator from render_config import RendererConfig from problem_renderer import ProblemRenderer from moonboard import get_moonboard from adapters.default import DefaultProblemAdapter from adapters.crg import CRGProblemAdapter from adapters.ahoughton import AhoughtonAdapter import json def main(): # Create Renderer config = RendererConfig() renderer = ProblemRenderer( get_moonboard(2017), DefaultProblemAdapter(), config ) crg_renderer = ProblemRenderer( get_moonboard(2017), CRGProblemAdapter(), config ) ahoughton_renderer_2016 = ProblemRenderer( get_moonboard(2016), AhoughtonAdapter(), config ) ahoughton_generator_2016 = AhoughtonGenerator(year=2016, driver_path='C:/.selenium_drivers/chromedriver.exe') ahoughton_renderer_2017 = ProblemRenderer( get_moonboard(2017), AhoughtonAdapter(),
|
config ) ahoughton_generator_2017 = AhoughtonGenerator(year=2017, driver_path='C:/.selenium_drivers/chromedriver.exe') # Load data with open('data/problems.json', 'r') as f: problems = json.load(f) renderer.render_problem(problems['339318'], with_info=True) with open('data/crg.json', 'r') as f: crg_problems = json.load(f) crg_renderer.render_problem(crg_problems['1']) # Ahoughton generator and adapter test # 2016 problem = ahoughton_generator_2016.generate() ahoughton_renderer_2016.render_problem(problem) # 2017 problem = ahoughton_generator_2017.generate() ahoughton_renderer_2017.render_problem(problem) if __name__ == "__main__": main()
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intermediate
|
testing
|
code_completion
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Pythoncode:Python
| 1
| 0
| 1,726
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom generators.ahoughton import AhoughtonGenerator\nfrom render_config import RendererConfig\nfrom problem_renderer import ProblemRenderer\nfrom moonboard import get_moonboard\nfrom adapters.default import DefaultProblemAdapter\nfrom adapters.crg import CRGProblemAdapter\nfrom adapters.ahoughton import AhoughtonAdapter\nimport json\n\n\ndef main():\n # Create Renderer\n config = RendererConfig()\n renderer = ProblemRenderer(\n get_moonboard(2017), \n DefaultProblemAdapter(), \n config\n )\n crg_renderer = ProblemRenderer(\n get_moonboard(2017), \n CRGProblemAdapter(), \n config\n )\n \n ahoughton_renderer_2016 = ProblemRenderer(\n get_moonboard(2016),\n AhoughtonAdapter(),\n config\n )\n ahoughton_generator_2016 = AhoughtonGenerator(year=2016, driver_path='C:/.selenium_drivers/chromedriver.exe')\n\n ahoughton_renderer_2017 = ProblemRenderer(\n get_moonboard(2017),\n AhoughtonAdapter(),"}, {"role": "assistant", "content": "\n config\n )\n ahoughton_generator_2017 = AhoughtonGenerator(year=2017, driver_path='C:/.selenium_drivers/chromedriver.exe')\n \n # Load data\n with open('data/problems.json', 'r') as f:\n problems = json.load(f)\n renderer.render_problem(problems['339318'], with_info=True)\n with open('data/crg.json', 'r') as f:\n crg_problems = json.load(f)\n crg_renderer.render_problem(crg_problems['1'])\n # Ahoughton generator and adapter test\n # 2016\n problem = ahoughton_generator_2016.generate()\n ahoughton_renderer_2016.render_problem(problem)\n # 2017\n problem = ahoughton_generator_2017.generate()\n ahoughton_renderer_2017.render_problem(problem)\n \n\nif __name__ == \"__main__\":\n main()"}]
| false
| null | null | null |
16c4d3d9ff39c41395ea4a9779719c084f2fc55a
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import discord from Util import Utils, Emoji, Translator def on_ready(bot): load_from_disc() def register(type, init, update, sender_only=False): page_handlers[type] = { "init": init, "update": update, "sender_only": sender_only } def unregister(type_handler): if type_handler in page_handlers.keys(): del page_handlers[type_handler] async def create_new(type, ctx, **kwargs): text, embed, has_pages, emoji = await page_handlers[type]["init"](ctx, **kwargs) message: discord.Message = await ctx.channel.send(text, embed=embed) if has_pages or len(emoji) > 0: data = { "type": type, "page": 0, "trigger": ctx.message.id, "sender": ctx.author.id } for k, v in kwargs.items(): data[k] = v known_messages[str(message.id)] = data try: if has_pages: await message.add_reaction(Emoji.get_emoji('LEFT')) for e in emoji: await message.add_reaction(e) if has_pages: await message.add_reaction(Emoji.get_emoji('RIGHT')) except discord.Forbidden: await ctx.send( f"{Emoji.get_chat_emoji('WARNING')} {Translator.translate('paginator_missing_perms', ctx, prev=Emoji.get_chat_emoji('LEFT'), next=Emoji.get_chat_emoji('RIGHT'))} {Emoji.get_chat_emoji('WARNING')}") if len(known_messages.keys()) > 500: del known_messages[list(known_messages.keys())[0]] save_to_disc() async def update(bot, message, action, user): message_id = str(message.id) if message_id in known_messages.keys(): type = known_messages[message_id]["type"] if type in page_handlers.keys(): data = known_messages[message_id] if data["sender"] == user or page_handlers[type]["sender_only"] is False: page_num = data["page"] try: trigger_message = await message.channel.get_message(data["trigger"]) except discord.NotFound: trigger_message = None ctx = await bot.get_context(trigger_message) if trigger_message is not None else None text, embed, page = await page_handlers[type]["update"](ctx, message, page_num, action, data) await message.edit(content=text, embed=embed) known_messages[message_id]["page"] = page save_to_disc() return True return False def basic_pages(pages, page_num, action): if action == "PREV": page_num -= 1 elif action == "NEXT": page_num += 1 if page_num < 0: page_num = len(pages) - 1 if page_num >= len(pages): page_num = 0 page = pages[page_num] return page, page_num ... [4 more functiondefs truncated] ...
|
Functions: on_ready, register, unregister, basic_pages This code demonstrates Pythoncode:Python programming.
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intermediate
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machine_learning
|
code_explanation
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Pythoncode:Python
| 4
| 0
| 2,849
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport discord\n\nfrom Util import Utils, Emoji, Translator\n\ndef on_ready(bot):\n load_from_disc()\n\n\ndef register(type, init, update, sender_only=False):\n page_handlers[type] = {\n \"init\": init,\n \"update\": update,\n \"sender_only\": sender_only\n }\n\n\ndef unregister(type_handler):\n if type_handler in page_handlers.keys():\n del page_handlers[type_handler]\n\n\nasync def create_new(type, ctx, **kwargs):\n text, embed, has_pages, emoji = await page_handlers[type][\"init\"](ctx, **kwargs)\n message: discord.Message = await ctx.channel.send(text, embed=embed)\n if has_pages or len(emoji) > 0:\n data = {\n \"type\": type,\n \"page\": 0,\n \"trigger\": ctx.message.id,\n \"sender\": ctx.author.id\n }\n for k, v in kwargs.items():\n data[k] = v\n known_messages[str(message.id)] = data\n try:\n if has_pages: await message.add_reaction(Emoji.get_emoji('LEFT'))\n for e in emoji: await message.add_reaction(e)\n if has_pages: await message.add_reaction(Emoji.get_emoji('RIGHT'))\n except discord.Forbidden:\n await ctx.send(\n f\"{Emoji.get_chat_emoji('WARNING')} {Translator.translate('paginator_missing_perms', ctx, prev=Emoji.get_chat_emoji('LEFT'), next=Emoji.get_chat_emoji('RIGHT'))} {Emoji.get_chat_emoji('WARNING')}\")\n\n if len(known_messages.keys()) > 500:\n del known_messages[list(known_messages.keys())[0]]\n\n save_to_disc()\n\n\nasync def update(bot, message, action, user):\n message_id = str(message.id)\n if message_id in known_messages.keys():\n type = known_messages[message_id][\"type\"]\n if type in page_handlers.keys():\n data = known_messages[message_id]\n if data[\"sender\"] == user or page_handlers[type][\"sender_only\"] is False:\n page_num = data[\"page\"]\n try:\n trigger_message = await message.channel.get_message(data[\"trigger\"])\n except discord.NotFound:\n trigger_message = None\n ctx = await bot.get_context(trigger_message) if trigger_message is not None else None\n text, embed, page = await page_handlers[type][\"update\"](ctx, message, page_num, action, data)\n await message.edit(content=text, embed=embed)\n known_messages[message_id][\"page\"] = page\n save_to_disc()\n return True\n return False\n\n\ndef basic_pages(pages, page_num, action):\n if action == \"PREV\":\n page_num -= 1\n elif action == \"NEXT\":\n page_num += 1\n if page_num < 0:\n page_num = len(pages) - 1\n if page_num >= len(pages):\n page_num = 0\n page = pages[page_num]\n return page, page_num\n\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: on_ready, register, unregister, basic_pages\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
16c4fdb052f6373448ef88971819f508813eb2d7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # This file is part of Diamond. # # Diamond is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # # Diamond is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with Diamond. If not, see <http://www.gnu.org/licenses/>. import os import sys import traceback import gtk import pygtkconsole def prompt(parent, message, type = gtk.MESSAGE_QUESTION, has_cancel = False): """ Display a simple Yes / No dialog. Returns one of gtk.RESPONSE_{YES,NO,CANCEL}. """ prompt_dialog = gtk.MessageDialog(parent, 0, type, gtk.BUTTONS_NONE, message) prompt_dialog.add_buttons(gtk.STOCK_YES, gtk.RESPONSE_YES, gtk.STOCK_NO, gtk.RESPONSE_NO) if has_cancel: prompt_dialog.add_buttons(gtk.STOCK_CANCEL, gtk.RESPONSE_CANCEL) prompt_dialog.connect("response", prompt_response) prompt_dialog.run() return prompt_response.response def long_message(parent, message): """ Display a message prompt, with the message contained within a scrolled window. """ message_dialog = gtk.Dialog(parent = parent, buttons = (gtk.STOCK_OK, gtk.RESPONSE_ACCEPT)) message_dialog.set_default_size(400, 300) message_dialog.connect("response", close_dialog) scrolled_window = gtk.ScrolledWindow() message_dialog.vbox.add(scrolled_window) scrolled_window.show() scrolled_window.set_policy(gtk.POLICY_AUTOMATIC, gtk.POLICY_ALWAYS) text_view = gtk.TextView() scrolled_window.add(text_view) text_view.show() text_view.get_buffer().set_text(message) text_view.set_cursor_visible(False) text_view.set_property("editable", False) text_view.set_property("height-request", 180) text_view.set_property("width-request", 240) message_dialog.run() return def error(parent, message): """ Display an error message. """ error_dialog = gtk.MessageDialog(parent, 0, gtk.MESSAGE_WARNING, gtk.BUTTONS_OK, message) error_dialog.connect("response", close_dialog) error_dialog.run() return def error_tb(parent, message): """ Display an error message, together with the last traceback. """ tb = traceback.format_exception(sys.exc_info()[0] ,sys.exc_info()[1], sys.exc_info()[2]) tb_msg = "" for tbline in tb: tb_msg += tbline long_message(parent, tb_msg + "\n" + message) return def get_filename(title, action, filter_names_and_patterns = {}, folder_uri = None): """ Utility function to get a filename. """ if action == gtk.FILE_CHOOSER_ACTION_SAVE:
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 27 • IndentationError at line 100 Fix: Close the string literal with matching quote
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 5
| 0
| 2,895
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\n# This file is part of Diamond.\n#\n# Diamond is free software: you can redistribute it and/or modify\n# it under the terms of the GNU General Public License as published by\n# the Free Software Foundation, either version 3 of the License, or\n# (at your option) any later version.\n#\n# Diamond is distributed in the hope that it will be useful,\n# but WITHOUT ANY WARRANTY; without even the implied warranty of\n# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n# GNU General Public License for more details.\n#\n# You should have received a copy of the GNU General Public License\n# along with Diamond. If not, see <http://www.gnu.org/licenses/>.\n\nimport os\nimport sys\nimport traceback\n\nimport gtk\n\nimport pygtkconsole\n\ndef prompt(parent, message, type = gtk.MESSAGE_QUESTION, has_cancel = False):\n \"\"\"\n Display a simple Yes / No dialog. Returns one of gtk.RESPONSE_{YES,NO,CANCEL}.\n \"\"\"\n\n prompt_dialog = gtk.MessageDialog(parent, 0, type, gtk.BUTTONS_NONE, message)\n prompt_dialog.add_buttons(gtk.STOCK_YES, gtk.RESPONSE_YES, gtk.STOCK_NO, gtk.RESPONSE_NO)\n if has_cancel:\n prompt_dialog.add_buttons(gtk.STOCK_CANCEL, gtk.RESPONSE_CANCEL)\n prompt_dialog.connect(\"response\", prompt_response)\n\n prompt_dialog.run()\n\n return prompt_response.response\n\ndef long_message(parent, message):\n \"\"\"\n Display a message prompt, with the message contained within a scrolled window.\n \"\"\"\n\n message_dialog = gtk.Dialog(parent = parent, buttons = (gtk.STOCK_OK, gtk.RESPONSE_ACCEPT))\n message_dialog.set_default_size(400, 300)\n message_dialog.connect(\"response\", close_dialog)\n\n scrolled_window = gtk.ScrolledWindow()\n message_dialog.vbox.add(scrolled_window)\n scrolled_window.show()\n\n scrolled_window.set_policy(gtk.POLICY_AUTOMATIC, gtk.POLICY_ALWAYS)\n\n text_view = gtk.TextView()\n scrolled_window.add(text_view)\n text_view.show()\n\n text_view.get_buffer().set_text(message)\n text_view.set_cursor_visible(False)\n text_view.set_property(\"editable\", False)\n text_view.set_property(\"height-request\", 180)\n text_view.set_property(\"width-request\", 240)\n\n message_dialog.run()\n\n return\n\ndef error(parent, message):\n \"\"\"\n Display an error message.\n \"\"\"\n\n error_dialog = gtk.MessageDialog(parent, 0, gtk.MESSAGE_WARNING, gtk.BUTTONS_OK, message)\n error_dialog.connect(\"response\", close_dialog)\n error_dialog.run()\n\n return\n\ndef error_tb(parent, message):\n \"\"\"\n Display an error message, together with the last traceback.\n \"\"\"\n\n tb = traceback.format_exception(sys.exc_info()[0] ,sys.exc_info()[1], sys.exc_info()[2])\n tb_msg = \"\"\n for tbline in tb:\n tb_msg += tbline\n long_message(parent, tb_msg + \"\\n\" + message)\n\n return\n\ndef get_filename(title, action, filter_names_and_patterns = {}, folder_uri = None):\n \"\"\"\n Utility function to get a filename.\n \"\"\"\n\n if action == gtk.FILE_CHOOSER_ACTION_SAVE:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unterminated string literal at line 27\n \u2022 IndentationError at line 100\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
16c7d2d61e641808d594577e77047ea93c4d6c86
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from __future__ import annotations from dataclasses import dataclass, field, InitVar from typing import List, Tuple, Iterator, Iterable, Optional from random import choice import pyxel # ------------------------------------------------------- # Types # ------------------------------------------------------- class Generator: width: int height: int start_pos: InitVar[Optional[Tuple[int, int]]] = None _visited_cells: int = field(init=False, default=0) _stack: List[Tuple[int, int]] = field(init=False, default_factory=list) _maze: List[int] = field(init=False) def __post_init__(self, start_pos: Optional[Tuple[int, int]]): x, y = start_pos = start_pos or (0, 0) self._stack.append(start_pos) self._visited_cells = 1 self._maze = [0 for _ in range(self.width * self.height)] self._maze[y * self.width + x] |= VISTED def _get_neighbors(self, x: int, y: int) -> List[int]: return [ (i, dx, dy) for i, (dx, dy) in enumerate(NEIGHBORS) if ( 0 <= x + dx < self.width and 0 <= y + dy < self.height and self._maze[(y + dy) * self.width + (x + dx)] & VISTED == 0 ) ] def step(self) -> Tuple[Maze, Tuple[int, int], bool]: if self._visited_cells < self.width * self.height: x, y = self._stack[-1] neighbors = self._get_neighbors(x, y) if neighbors: d, dx, dy = choice(neighbors) self._maze[y * self.width + x] |= 1 << d x_, y_ = x + dx, y + dy self._maze[y_ * self.width + x_] |= 1 << ((d + 2) % 4) | VISTED self._stack.append((x_, y_)) self._visited_cells += 1 else: del self._stack[-1] return tuple(self._maze), self._stack[-1], False else: return tuple(self._maze), (0, 0), True # ------------------------------------------------------- # Application # ------------------------------------------------------- @dataclass class App: maze: Maze = field(init=False, default=tuple(0 for _ in range(N_CELLS))) generator: Optional[Generator] = field(init=False, default=None) running: bool = field(init=False, default=False) pos: Tuple[int, int] = field(init=False, default=(0, 0)) def run(self): pyxel.init( WINDOW_WIDTH, WINDOW_HEIGHT, scale=SCALE, caption="Mazes", border_width=SCALE, border_color=pyxel.DEFAULT_PALETTE[5], fps=100 ) pyxel.mouse(True) pyxel.run(self.update, self.draw) ... [2 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
oop
|
refactoring
|
Pythoncode:Python
| 4
| 2
| 2,726
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom __future__ import annotations\n\nfrom dataclasses import dataclass, field, InitVar\nfrom typing import List, Tuple, Iterator, Iterable, Optional\nfrom random import choice\n\nimport pyxel\n\n# -------------------------------------------------------\n# Types\n# -------------------------------------------------------\nclass Generator:\n width: int\n height: int\n start_pos: InitVar[Optional[Tuple[int, int]]] = None\n\n _visited_cells: int = field(init=False, default=0)\n _stack: List[Tuple[int, int]] = field(init=False, default_factory=list)\n _maze: List[int] = field(init=False)\n\n def __post_init__(self, start_pos: Optional[Tuple[int, int]]):\n x, y = start_pos = start_pos or (0, 0)\n self._stack.append(start_pos)\n self._visited_cells = 1\n self._maze = [0 for _ in range(self.width * self.height)]\n self._maze[y * self.width + x] |= VISTED\n\n def _get_neighbors(self, x: int, y: int) -> List[int]:\n return [\n (i, dx, dy)\n for i, (dx, dy) in enumerate(NEIGHBORS)\n if (\n 0 <= x + dx < self.width and\n 0 <= y + dy < self.height and\n self._maze[(y + dy) * self.width + (x + dx)] & VISTED == 0\n )\n ] \n\n def step(self) -> Tuple[Maze, Tuple[int, int], bool]:\n if self._visited_cells < self.width * self.height:\n x, y = self._stack[-1]\n neighbors = self._get_neighbors(x, y)\n if neighbors:\n d, dx, dy = choice(neighbors)\n self._maze[y * self.width + x] |= 1 << d\n x_, y_ = x + dx, y + dy\n self._maze[y_ * self.width + x_] |= 1 << ((d + 2) % 4) | VISTED\n self._stack.append((x_, y_))\n self._visited_cells += 1\n else:\n del self._stack[-1]\n return tuple(self._maze), self._stack[-1], False\n else:\n return tuple(self._maze), (0, 0), True\n\n\n# -------------------------------------------------------\n# Application\n# -------------------------------------------------------\n@dataclass\nclass App:\n maze: Maze = field(init=False, default=tuple(0 for _ in range(N_CELLS)))\n generator: Optional[Generator] = field(init=False, default=None)\n running: bool = field(init=False, default=False)\n pos: Tuple[int, int] = field(init=False, default=(0, 0))\n\n def run(self):\n pyxel.init(\n WINDOW_WIDTH, WINDOW_HEIGHT,\n scale=SCALE, caption=\"Mazes\",\n border_width=SCALE, border_color=pyxel.DEFAULT_PALETTE[5],\n fps=100\n )\n pyxel.mouse(True)\n pyxel.run(self.update, self.draw)\n\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 |
16c86dba44c4d72104ae5760fa8ff0a89daa4441
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code:
|
Error Analysis: Error Type: UNKNOWN Error: Unknown error
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 0
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: UNKNOWN\n Error: Unknown error"}]
| true
|
syntax
|
UNKNOWN
|
UNKNOWN
|
16c8cf672763555c8ebe97c11704c5a42703427b
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.db import models from django.contrib.auth.models import User from PIL import Image class Profile(models.Model): user = models.ForeignKey(User, on_delete=models.CASCADE) image = models.ImageField(default='default.jpg', upload_to='profile_pic/' def __str__(self): return f'{self.user.username} Profile' def save(self,*args,**kwargs): super().save() img = Image(self.prof_pic.path) if img.height > 300 and img.width > 300: output_size = (300,300) img.thumbnail(output_size) img.save(self.prof_pic.path)
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 7 - expected ')' • SyntaxError: '(' was never closed at line 7 Fixes: • Add closing ')' bracket • Review code syntax
|
advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 2
| 1
| 670
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.db import models\nfrom django.contrib.auth.models import User\nfrom PIL import Image\n\nclass Profile(models.Model):\n user = models.ForeignKey(User, on_delete=models.CASCADE)\n image = models.ImageField(default='default.jpg',\n upload_to='profile_pic/'\n \n\n def __str__(self):\n return f'{self.user.username} Profile'\n\n def save(self,*args,**kwargs):\n super().save()\n img = Image(self.prof_pic.path)\n if img.height > 300 and img.width > 300:\n output_size = (300,300)\n img.thumbnail(output_size)\n img.save(self.prof_pic.path)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 7 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 7\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
16c94789f75ac4c3a4caedf7d0832ce6641802d7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """ DVC ---- Make your data science projects reproducible or shareable. """ import os import warnings VERSION_BASE = '0.23.2' __version__ = VERSION_BASE PACKAGEPATH = os.path.abspath(os.path.dirname(__file__)) HOMEPATH = os.path.dirname(PACKAGEPATH) VERSIONPATH = os.path.join(PACKAGEPATH, 'version.py') def _update_version_file(): """Dynamically update version file.""" from git import Repo from git.exc import InvalidGitRepositoryError try: repo = Repo(HOMEPATH) except InvalidGitRepositoryError: return __version__ sha = repo.head.object.hexsha short_sha = repo.git.rev_parse(sha, short=6) dirty = '.mod' if repo.is_dirty() else '' ver = '{}+{}{}'.format(__version__, short_sha, dirty) # Write a helper file, that will be installed with the package # and will provide a true version of the installed dvc with open(VERSIONPATH, 'w+') as fobj: fobj.write('# AUTOGENERATED by dvc/__init__.py\n') fobj.write('version = "{}"\n'.format(ver)) return ver def _remove_version_file(): """Remove version.py so that it doesn't get into the release.""" if os.path.exists(VERSIONPATH): os.unlink(VERSIONPATH) if os.path.exists(os.path.join(HOMEPATH, 'setup.py')): # dvc is run directly from source without installation or # __version__ is called from setup.py if os.getenv('APPVEYOR_REPO_TAG', '').lower() != 'true' \ and os.getenv('TRAVIS_TAG', '') == '': __version__ = _update_version_file() else: # pragma: no cover _remove_version_file() else: # pragma: no cover # dvc was installed with pip or something. Hopefully we have our # auto-generated version.py to help us provide a true version from dvc.version import version __version__ = version VERSION = __version__ # Ignore numpy's runtime warnings: https://github.com/numpy/numpy/pull/432. # We don't directly import numpy, but our dependency networkx does, causing # these warnings in some environments. Luckily these warnings are benign and # we can simply ignore them so that they don't show up when you are using dvc. warnings.filterwarnings("ignore", message="numpy.dtype size changed") warnings.filterwarnings("ignore", message="numpy.ufunc size changed")
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Unterminated string literal at line 1 Fix: Change operator back to correct one
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 2,280
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\nDVC\n----\nMake your data science projects reproducible or shareable.\n\"\"\"\nimport os\nimport warnings\n\n\nVERSION_BASE = '0.23.2'\n__version__ = VERSION_BASE\n\nPACKAGEPATH = os.path.abspath(os.path.dirname(__file__))\nHOMEPATH = os.path.dirname(PACKAGEPATH)\nVERSIONPATH = os.path.join(PACKAGEPATH, 'version.py')\n\n\ndef _update_version_file():\n \"\"\"Dynamically update version file.\"\"\"\n from git import Repo\n from git.exc import InvalidGitRepositoryError\n\n try:\n repo = Repo(HOMEPATH)\n except InvalidGitRepositoryError:\n return __version__\n\n sha = repo.head.object.hexsha\n short_sha = repo.git.rev_parse(sha, short=6)\n dirty = '.mod' if repo.is_dirty() else ''\n ver = '{}+{}{}'.format(__version__, short_sha, dirty)\n\n # Write a helper file, that will be installed with the package\n # and will provide a true version of the installed dvc\n with open(VERSIONPATH, 'w+') as fobj:\n fobj.write('# AUTOGENERATED by dvc/__init__.py\\n')\n fobj.write('version = \"{}\"\\n'.format(ver))\n\n return ver\n\n\ndef _remove_version_file():\n \"\"\"Remove version.py so that it doesn't get into the release.\"\"\"\n if os.path.exists(VERSIONPATH):\n os.unlink(VERSIONPATH)\n\n\nif os.path.exists(os.path.join(HOMEPATH, 'setup.py')):\n # dvc is run directly from source without installation or\n # __version__ is called from setup.py\n if os.getenv('APPVEYOR_REPO_TAG', '').lower() != 'true' \\\n and os.getenv('TRAVIS_TAG', '') == '':\n __version__ = _update_version_file()\n else: # pragma: no cover\n _remove_version_file()\nelse: # pragma: no cover\n # dvc was installed with pip or something. Hopefully we have our\n # auto-generated version.py to help us provide a true version\n from dvc.version import version\n __version__ = version\n\nVERSION = __version__\n\n\n# Ignore numpy's runtime warnings: https://github.com/numpy/numpy/pull/432.\n# We don't directly import numpy, but our dependency networkx does, causing\n# these warnings in some environments. Luckily these warnings are benign and\n# we can simply ignore them so that they don't show up when you are using dvc.\nwarnings.filterwarnings(\"ignore\", message=\"numpy.dtype size changed\")\nwarnings.filterwarnings(\"ignore\", message=\"numpy.ufunc size changed\")"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Unterminated string literal at line 1\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
16c9a5ddd1d3e1f33c18bfd269bc6097b27aa5a2
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: ## MODULE WITH UTIL FUNCTIONS - NOTION def notion_api_call(db_api_url, db_id, headers): """ Read notion database with api :param db_api_url (string): base url provided by Notion to make api calls :param db_id (string): unique id of the database that will be read :param headers (dictionary): dict with authorization and version info :return req (?): response after calling notions api """ ## Configuring reading URL read_url = db_api_url + db_id + "/query" ## Requesting info via the API req = requests.request( "POST", read_url, headers=headers ) ## Verifying API call status print("API interaction status code: ", req.status_code) return req ## Calling a Notion database as a json via Notion's API def get_notion_db_json(db_id): """ Calling a Notion database as a json via Notion's API :param db_id (string): unique id of the database that will be called :return db_json (json): json with the notion's db contents """ ## Reading credentials from yaml file yaml_file = read_yaml(crds_loc) notion_version = yaml_file["notion_api"]["notion_version"] db_api_url = yaml_file["notion_api"]["db_api_url"] api_key = yaml_file["notion_api"]["api_key"] ## Building headers for the API call headers = { "Authorization": "Bearer " + api_key, "Notion-Version": notion_version } ## Calling notion's api req = notion_api_call(db_api_url, db_id, headers)
|
## Converting the api response to a json db_json = req.json() return db_json ## Crating a schema of the notion database that was read def create_notion_db_schema(db_json, relevant_properties): """ Crating a schema of the notion database that was read :param db_json (json): json object obtained by calling notion's api :param relevant_properties (list): list of string with the names of the relevant properties :return db_schema (dictionary): schema of the table that includes the properties' data type """ ## Selecting a sample entry to go over all of it's properties sample_entry = db_json["results"][0]["properties"] ## Bulding dictionary (schema) of the relevant properties and their datatypes db_schema = { prop: { "data_type": sample_entry[prop]["type"] } for prop in sample_entry if prop in relevant_properties } # print(db_schema) return db_schema ## Building a the blueprint dictionary for the dataframe (orient=index) ... [3 more functiondefs truncated] ...
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 3
| 0
| 2,623
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n## MODULE WITH UTIL FUNCTIONS - NOTION\n\n\n\n\n\ndef notion_api_call(db_api_url, db_id, headers):\n \"\"\"\n Read notion database with api\n\n :param db_api_url (string): base url provided by Notion to make api calls\n :param db_id (string): unique id of the database that will be read\n :param headers (dictionary): dict with authorization and version info\n :return req (?): response after calling notions api\n \"\"\"\n\n\n ## Configuring reading URL\n read_url = db_api_url + db_id + \"/query\"\n\n ## Requesting info via the API\n req = requests.request(\n \"POST\",\n read_url,\n headers=headers\n )\n\n ## Verifying API call status\n print(\"API interaction status code: \", req.status_code)\n\n\n return req\n\n\n\n## Calling a Notion database as a json via Notion's API\ndef get_notion_db_json(db_id):\n \"\"\"\n Calling a Notion database as a json via Notion's API\n\n :param db_id (string): unique id of the database that will be called\n :return db_json (json): json with the notion's db contents\n \"\"\"\n\n\n ## Reading credentials from yaml file\n yaml_file = read_yaml(crds_loc)\n notion_version = yaml_file[\"notion_api\"][\"notion_version\"]\n db_api_url = yaml_file[\"notion_api\"][\"db_api_url\"]\n api_key = yaml_file[\"notion_api\"][\"api_key\"]\n\n\n ## Building headers for the API call\n headers = {\n \"Authorization\": \"Bearer \" + api_key,\n \"Notion-Version\": notion_version\n }\n\n\n ## Calling notion's api\n req = notion_api_call(db_api_url, db_id, headers)"}, {"role": "assistant", "content": "\n ## Converting the api response to a json\n db_json = req.json()\n\n\n return db_json\n\n\n\n## Crating a schema of the notion database that was read\ndef create_notion_db_schema(db_json, relevant_properties):\n \"\"\"\n Crating a schema of the notion database that was read\n\n :param db_json (json): json object obtained by calling notion's api\n :param relevant_properties (list): list of string with the names of the relevant properties\n :return db_schema (dictionary): schema of the table that includes the properties' data type\n \"\"\"\n\n\n ## Selecting a sample entry to go over all of it's properties\n sample_entry = db_json[\"results\"][0][\"properties\"]\n\n\n ## Bulding dictionary (schema) of the relevant properties and their datatypes\n db_schema = {\n prop: {\n \"data_type\": sample_entry[prop][\"type\"]\n }\n for prop in sample_entry\n if prop in relevant_properties\n }\n\n # print(db_schema)\n\n\n return db_schema\n\n\n\n## Building a the blueprint dictionary for the dataframe (orient=index)\n\n ... [3 more functiondefs truncated] ..."}]
| false
| null | null | null |
16c9bf4375ba49f6aaa19ea289549cfbf3ed1092
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import unittest import logging import contextlib from libpermian.settings import Settings from .proxy import IssueAnalyzerProxy from .base import BaseAnalyzer, BaseIssue from .issueset import IssueSet class NewIssue(BaseIssue): def submit(self): LOGGER.info('submit was called') return super().submit() def make(self): LOGGER.info('make was called') return 'http://issuetracker.example.com/new_issue' def update(self): LOGGER.info('update was called') def _lookup(self): LOGGER.info('lookup was called') return None @property def resolved(self): return False @property def report_url(self): return 'http://issuetracker.example.com/new/foo' class TrackedUnresolvedIssue(NewIssue): def _lookup(self): LOGGER.info('lookup was called') return 'http://issuetracker.example.com/123' @property def resolved(self): return False @property def report_url(self): return 'http://issuetracker.example.com/new/bar' class TrackedResolvedIssue(TrackedUnresolvedIssue): @property def resolved(self): return True class TestNewIssue(unittest.TestCase): def setUp(self): self.settings = Settings({}, {}, []) self.issue = NewIssue(self.settings) Error: SyntaxError / EOF
|
Fixed Code: import unittest import logging import contextlib from libpermian.settings import Settings from .proxy import IssueAnalyzerProxy from .base import BaseAnalyzer, BaseIssue from .issueset import IssueSet class NewIssue(BaseIssue): def submit(self): LOGGER.info('submit was called') return super().submit() def make(self): LOGGER.info('make was called') return 'http://issuetracker.example.com/new_issue' def update(self): Explanation: Complete the truncated code structure
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advanced
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testing
|
error_fixing
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Pythoncode:Python
| 18
| 7
| 1,330
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport unittest\nimport logging\nimport contextlib\n\nfrom libpermian.settings import Settings\n\nfrom .proxy import IssueAnalyzerProxy\nfrom .base import BaseAnalyzer, BaseIssue\nfrom .issueset import IssueSet\n\nclass NewIssue(BaseIssue):\n def submit(self):\n LOGGER.info('submit was called')\n return super().submit()\n\n def make(self):\n LOGGER.info('make was called')\n return 'http://issuetracker.example.com/new_issue'\n\n def update(self):\n LOGGER.info('update was called')\n\n def _lookup(self):\n LOGGER.info('lookup was called')\n return None\n\n @property\n def resolved(self):\n return False\n\n @property\n def report_url(self):\n return 'http://issuetracker.example.com/new/foo'\n\nclass TrackedUnresolvedIssue(NewIssue):\n def _lookup(self):\n LOGGER.info('lookup was called')\n return 'http://issuetracker.example.com/123'\n\n @property\n def resolved(self):\n return False\n\n @property\n def report_url(self):\n return 'http://issuetracker.example.com/new/bar'\n\nclass TrackedResolvedIssue(TrackedUnresolvedIssue):\n @property\n def resolved(self):\n return True\n\nclass TestNewIssue(unittest.TestCase):\n def setUp(self):\n self.settings = Settings({}, {}, [])\n self.issue = NewIssue(self.settings)\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport unittest\nimport logging\nimport contextlib\n\nfrom libpermian.settings import Settings\n\nfrom .proxy import IssueAnalyzerProxy\nfrom .base import BaseAnalyzer, BaseIssue\nfrom .issueset import IssueSet\n\nclass NewIssue(BaseIssue):\n def submit(self):\n LOGGER.info('submit was called')\n return super().submit()\n\n def make(self):\n LOGGER.info('make was called')\n return 'http://issuetracker.example.com/new_issue'\n\n def update(self):\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
16caf6d3ac2e6621185a4d16c03069163552a572
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright (c) 2011-2014 Kyle Gorman and Michael Wagner # # 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.
|
Code analysis results: 🔴 Errors found: Block at line 9 has no indented body
|
intermediate
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database
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,116
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright (c) 2011-2014 Kyle Gorman and Michael Wagner\n#\n# Permission is hereby granted, free of charge, to any person obtaining a\n# copy of this software and associated documentation files (the\n# \"Software\"), to deal in the Software without restriction, including\n# without limitation the rights to use, copy, modify, merge, publish,\n# distribute, sublicense, and/or sell copies of the Software, and to\n# permit persons to whom the Software is furnished to do so, subject to\n# the following conditions:\n#\n# The above copyright notice and this permission notice shall be included\n# in all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS\n# OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF\n# MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.\n# IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY\n# CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,\n# TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE\n# SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 9 has no indented body"}]
| false
| null | null | null |
16cb0577b93ac4b27ff6f443a2d517ea18cbf9f7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 import codecs import os import os.path import shutil import subprocess import logging import glob import json def time_limit_from_int(tl): tl //= 1000 result = tl + 1 # BUG: using before init return str(tl) + ' секунд' + ('a' if tl == 1 else 'ы') def memory_limit_from_int(ml): return str(ml // (1024 ** 2)) + ' мегабайт' def build_with_text(text, replace_data, result, section='', problem_name=''): text = text.replace('%TEXT%', section + '\n' + replace_data) with codecs.open(os.path.join(BUILD_DIR, 'data.tex'), 'w', 'utf-8') as data_file: data_file.write(text) cwd = os.getcwd() os.chdir(BUILD_DIR) logging.info('Compile problem %s' % problem_name) for _ in range(2): subprocess.check_output(['pdflatex', 'compile.tex']) os.chdir(cwd) shutil.copy(os.path.join(BUILD_DIR, 'compile.pdf'), os.path.join(FILES_DIR, result)) ... [1 more functiondefs truncated] ...
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Error Analysis: Error Type: UNINITIALIZED_VAR Error: UNINITIALIZED_VAR Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 37: ... [1 more functiondefs truncated] ... Fix: Initialize variable before using it
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intermediate
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ui
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error_detection
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Pythoncode:Python
| 3
| 0
| 968
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport codecs\nimport os\nimport os.path\nimport shutil\nimport subprocess\nimport logging\nimport glob\nimport json\n\ndef time_limit_from_int(tl):\n tl //= 1000\n result = tl + 1 # BUG: using before init\n return str(tl) + ' \u0441\u0435\u043a\u0443\u043d\u0434' + ('a' if tl == 1 else '\u044b')\n\ndef memory_limit_from_int(ml):\n return str(ml // (1024 ** 2)) + ' \u043c\u0435\u0433\u0430\u0431\u0430\u0439\u0442'\n\ndef build_with_text(text, replace_data, result, section='', problem_name=''):\n text = text.replace('%TEXT%', section + '\\n' + replace_data)\n\n with codecs.open(os.path.join(BUILD_DIR, 'data.tex'), 'w', 'utf-8') as data_file:\n data_file.write(text)\n\n cwd = os.getcwd()\n os.chdir(BUILD_DIR)\n logging.info('Compile problem %s' % problem_name)\n for _ in range(2):\n subprocess.check_output(['pdflatex', 'compile.tex'])\n os.chdir(cwd)\n\n shutil.copy(os.path.join(BUILD_DIR, 'compile.pdf'), os.path.join(FILES_DIR, result))\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: UNINITIALIZED_VAR\n Error: UNINITIALIZED_VAR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 37: ... [1 more functiondefs truncated] ...\n\n\n Fix: Initialize variable before using it"}]
| true
|
logical
|
UNINITIALIZED_VAR
|
CRITICAL
|
16cc459343115a5e0d636bad4bf667af5c4f5d6d
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- # from conans import python_requires import conans.tools as tools import os base = python_requires("Eigen3ToPython/latest@multi-contact/dev") class MCRTCDataConan(base.Eigen3ToPythonConan): name = "mc_rtc_data" version = "1.0.4" description = "Environments/Robots description for mc_rtc" topics = ("robotics", "data") url = "https://github.com/jrl-umi3218/mc_rtc_data" homepage = "https://github.com/jrl-umi3218/mc_rtc_data" author = "Pierre Gergondet <pierre.gergondet@gmail.com>" license = "BSD-2-Clause" exports = ["LICENSE"] exports_sources = ["CMakeLists.txt", "conan/CMakeLists.txt", "cmake/*", "jvrc_description/*", "mc_env_description/*", "mc_int_obj_description/*", "mc_rtc_data/*"] generators = "cmake" settings = "os", "arch" requires = () # Complete this line def config_options(self): del self.options.python2_version del self.options.python3_version def package_id(self): pass def package(self): cmake = self._configure_cmake() cmake.install() tools.rmdir(os.path.join(self.package_folder, "lib", "pkgconfig")) for f in [".catkin", "_setup_util.py", "env.sh", "setup.bash", "local_setup.bash", "setup.sh", "local_setup.sh", "setup.zsh", "local_setup.zsh", ".rosinstall"]: p = os.path.join(self.package_folder, f) if os.path.exists(p): os.remove(p)
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The missing line is:
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advanced
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testing
|
fill_in_the_blank
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Pythoncode:Python
| 3
| 1
| 1,430
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n#\n\nfrom conans import python_requires\nimport conans.tools as tools\nimport os\n\nbase = python_requires(\"Eigen3ToPython/latest@multi-contact/dev\")\n\nclass MCRTCDataConan(base.Eigen3ToPythonConan):\n name = \"mc_rtc_data\"\n version = \"1.0.4\"\n description = \"Environments/Robots description for mc_rtc\"\n topics = (\"robotics\", \"data\")\n url = \"https://github.com/jrl-umi3218/mc_rtc_data\"\n homepage = \"https://github.com/jrl-umi3218/mc_rtc_data\"\n author = \"Pierre Gergondet <pierre.gergondet@gmail.com>\"\n license = \"BSD-2-Clause\"\n exports = [\"LICENSE\"]\n exports_sources = [\"CMakeLists.txt\", \"conan/CMakeLists.txt\", \"cmake/*\", \"jvrc_description/*\", \"mc_env_description/*\", \"mc_int_obj_description/*\", \"mc_rtc_data/*\"]\n generators = \"cmake\"\n settings = \"os\", \"arch\"\n requires = ()\n # Complete this line\n def config_options(self):\n del self.options.python2_version\n del self.options.python3_version\n\n def package_id(self):\n pass\n\n def package(self):\n cmake = self._configure_cmake()\n cmake.install()\n tools.rmdir(os.path.join(self.package_folder, \"lib\", \"pkgconfig\"))\n for f in [\".catkin\", \"_setup_util.py\", \"env.sh\", \"setup.bash\", \"local_setup.bash\", \"setup.sh\", \"local_setup.sh\", \"setup.zsh\", \"local_setup.zsh\", \".rosinstall\"]:\n p = os.path.join(self.package_folder, f)\n if os.path.exists(p):\n os.remove(p)"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
16cc8a900ca38b32bc2a6bbb0fff269ef5b921da
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Generated by Django 2.1.5 on 2019-02-18 22:51 from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): dependencies = [ ('hyperion', '0005_auto_20190212_2116'), ] operations = [
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 13 - expected ']' • Block at line 7 has no indented body Fix: Complete the truncated code structure
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advanced
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machine_learning
|
error_detection
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Pythoncode:Python
| 0
| 1
| 260
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Generated by Django 2.1.5 on 2019-02-18 22:51\n\nfrom django.db import migrations, models\nimport django.db.models.deletion\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('hyperion', '0005_auto_20190212_2116'),\n ]\n\n operations = ["}, {"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 13 - expected ']'\n \u2022 Block at line 7 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
|
HARD_CUT
|
CRITICAL
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16cd7731b200cbda5815fed9bc8eb8baf3b78188
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import torch import json import numpy as np from torch.autograd import Variable import gzip import yaml from re import split from matplotlib import pyplot def showImg( im ): pyplot.imshow( im ) pyplot.show() def myOpen( fname, mode ): return open( fname, mode, encoding="utf-8" ) def readFile( fname ): opener, mode = ( gzip.open, 'rt' ) if fname[-3:] == '.gz' else ( open, 'r' ) with opener( fname, mode ) as f: return f.read() def readLines( fname ): return split('[\r\n]', readFile( fname ) ) def readJson( fname ): with myOpen( fname, 'r' ) as f: return json.load( f ) def writeFile( fname, contents ): with myOpen( fname, 'w' ) as f: f.write( contents ) def writeJson( fname, data ): with myOpen( fname, 'w') as outfile: json.dump(data, outfile) def readYaml( fname ): with myOpen(fname, 'r') as fp: return yaml.load( fp ) config = readYaml('./config.yaml') class averager(object): """Compute average for `torch.Variable` and `torch.Tensor`. """ def __init__(self): self.reset() def add(self, v): if isinstance(v, Variable): count = v.data.numel() v = v.data.sum() elif isinstance(v, torch.Tensor): count = v.numel() v = v.sum() self.n_count += count
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
advanced
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machine_learning
|
error_detection
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Pythoncode:Python
| 13
| 1
| 1,344
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport torch\nimport json\nimport numpy as np\nfrom torch.autograd import Variable\nimport gzip\nimport yaml\nfrom re import split\nfrom matplotlib import pyplot\n\n\ndef showImg( im ):\n pyplot.imshow( im )\n pyplot.show()\n\n\ndef myOpen( fname, mode ):\n return open( fname, mode, encoding=\"utf-8\" )\n\ndef readFile( fname ):\n opener, mode = ( gzip.open, 'rt' ) if fname[-3:] == '.gz' else ( open, 'r' )\n with opener( fname, mode ) as f:\n return f.read()\n\ndef readLines( fname ):\n return split('[\\r\\n]', readFile( fname ) )\n\ndef readJson( fname ):\n with myOpen( fname, 'r' ) as f:\n return json.load( f )\n\ndef writeFile( fname, contents ):\n with myOpen( fname, 'w' ) as f:\n f.write( contents )\n\ndef writeJson( fname, data ):\n with myOpen( fname, 'w') as outfile:\n json.dump(data, outfile)\n\ndef readYaml( fname ):\n with myOpen(fname, 'r') as fp:\n return yaml.load( fp )\n\n\nconfig = readYaml('./config.yaml')\n\n\nclass averager(object):\n \"\"\"Compute average for `torch.Variable` and `torch.Tensor`. \"\"\"\n\n def __init__(self):\n self.reset()\n\n def add(self, v):\n if isinstance(v, Variable):\n count = v.data.numel()\n v = v.data.sum()\n elif isinstance(v, torch.Tensor):\n count = v.numel()\n v = v.sum()\n\n self.n_count += count"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
16cdaac129cd705700eab605365385f7b7b8a82c
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # errors from libvips import sys import logging from pyvips import ffi, vips_lib logger = logging.getLogger(__name__) _is_PY3 = sys.version_info[0] == 3 if _is_PY3: text_type = str else: text_type = unicode ffi.cdef(''' const char* vips_error_buffer (void); void vips_error_clear (void); ''') def _to_bytes(x): """Convert to a byte string. Convert a Python unicode string to a utf-8-encoded byte string. You must call this on strings you pass to libvips. """ if isinstance(x, text_type): x = x.encode() return x def _to_string(x): """Convert to a unicode string. If x is a byte string, assume it is utf-8 and decode to a Python unicode string. You must call this on text strings you get back from libvips. """ if _is_PY3 and isinstance(x, bytes): x = x.decode('utf-8') return x class Error(Exception): """An error from vips. Attributes: message (str): a high-level description of the error detail (str): a string with some detailed diagnostics """ def __init__(self, message, detail=None): self.message = message if detail is None or detail == "": detail = _to_string(ffi.string(vips_lib.vips_error_buffer())) vips_lib.vips_error_clear() self.detail = detail logger.debug('Error %s %s', self.message, self.detail) def __str__(self): return '{0}\n {1}'.format(self.message, self.detail) __all__ = [ '_to_bytes', '_to_string', 'Error', ]
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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database
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refactoring
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Pythoncode:Python
| 4
| 1
| 1,546
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# errors from libvips\n\nimport sys\nimport logging\n\nfrom pyvips import ffi, vips_lib\n\nlogger = logging.getLogger(__name__)\n\n_is_PY3 = sys.version_info[0] == 3\n\nif _is_PY3:\n text_type = str\nelse:\n text_type = unicode\n\nffi.cdef('''\n const char* vips_error_buffer (void);\n void vips_error_clear (void);\n\n''')\n\n\ndef _to_bytes(x):\n \"\"\"Convert to a byte string.\n\n Convert a Python unicode string to a utf-8-encoded byte string. You must\n call this on strings you pass to libvips.\n\n \"\"\"\n\n if isinstance(x, text_type):\n x = x.encode()\n return x\n\n\ndef _to_string(x):\n \"\"\"Convert to a unicode string.\n\n If x is a byte string, assume it is utf-8 and decode to a Python unicode\n string. You must call this on text strings you get back from libvips.\n\n \"\"\"\n if _is_PY3 and isinstance(x, bytes):\n x = x.decode('utf-8')\n return x\n\n\nclass Error(Exception):\n \"\"\"An error from vips.\n\n Attributes:\n message (str): a high-level description of the error\n detail (str): a string with some detailed diagnostics\n\n \"\"\"\n\n def __init__(self, message, detail=None):\n self.message = message\n if detail is None or detail == \"\":\n detail = _to_string(ffi.string(vips_lib.vips_error_buffer()))\n vips_lib.vips_error_clear()\n self.detail = detail\n\n logger.debug('Error %s %s', self.message, self.detail)\n\n def __str__(self):\n return '{0}\\n {1}'.format(self.message, self.detail)\n\n\n__all__ = [\n '_to_bytes', '_to_string', 'Error',\n]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
16cef8471ab7389079cb6001c00f1c83826a7643
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python def display_string(screen, a_string, output_line): # Paints a string on a text-based terminal window. _, width = screen.getmaxyx() try: screen.addstr(output_line, 0, textwrap.fill(a_string, width - 1)) except curses.error: screen.addstr(0, 0, textwrap.fill( 'Terminal window too small for output! Please resize. ', width - 1)) return output_line def display_list_items(screen, a_list, output_line): # Paints each item of a list on a text-based terminal window. for item in a_list: output_line = display_string(screen, '%s' % (item), output_line) output_line += 1 return output_line def display_formatted_dict(screen, dct, output_line): # Paints each key, value pair of a dict on a text-based terminal window. for key, value in dct.items(): if isinstance(value, int): value = '{:,}'.format(value) formatted_dict = '%s: %s' % (key, value) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: output_line = display_string(screen, formatted_dict, output_line) output_line += 1 return output_line
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intermediate
|
database
|
incomplete_code
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Pythoncode:Python
| 4
| 0
| 978
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n\ndef display_string(screen, a_string, output_line):\n # Paints a string on a text-based terminal window.\n _, width = screen.getmaxyx()\n\n try:\n screen.addstr(output_line, 0, textwrap.fill(a_string, width - 1))\n except curses.error:\n screen.addstr(0, 0, textwrap.fill(\n 'Terminal window too small for output! Please resize. ', width - 1))\n\n return output_line\n\n\ndef display_list_items(screen, a_list, output_line):\n # Paints each item of a list on a text-based terminal window.\n for item in a_list:\n output_line = display_string(screen, '%s' % (item), output_line)\n output_line += 1\n\n return output_line\n\n\ndef display_formatted_dict(screen, dct, output_line):\n # Paints each key, value pair of a dict on a text-based terminal window.\n for key, value in dct.items():\n if isinstance(value, int):\n value = '{:,}'.format(value)\n formatted_dict = '%s: %s' % (key, value)\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 output_line = display_string(screen, formatted_dict, output_line)\n output_line += 1\n\n return output_line"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
16cf7d6d5783bc8dc6f881f5646090c8b7e4317c
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import json from tkinter import * from tkinter import ttk from tkinter import messagebox from tr_data import TRData, NO_DATA_MEETS_CRITERIA from email_text import email_body_template from helpers import send_email RECIPIENT = <email_address> EXCEPTION_FILE = "tr_number_exceptions.json" class TrEmailSender: def __init__(self, transport_requests: TRData): self.transport_requests = transport_requests self.exceptions = self.load_exceptions() # WINDOW CREATION self.window = Tk() self.window.title("Send email with import requests to TST") self.window.config(padx=20, pady=20) # TTILE LABEL self.title_lbl = Label( text="Please select TRs to be included into email: ", ) # BUTTONS self.refresh_btn = Button(text="REFRESH", command=self.refresh) self.exceptions_btn = Button(text="Add to exceptions", command=self.add_to_exceptions) self.select_all_btn = Button(text="Select All", command=self.select_all) self.send_btn = Button(text="SEND", command=self.send_email) # list of TRs columns_labels = { 'tr_number': ("TR Number", 100), 'description': ("Description", 350), 'tkt_type': ("Ticket Type", 80), 'ticket_num': ("Ticket Number", 80), 'module': ("SAP Module", 80), 'export_datetime': ("Export Timestamp", 150), 'owner': ("Owner", 80) } # TREE VIEW for list display self.tr_tree_view = ttk.Treeview(columns=tuple(columns_labels.keys()), show='headings') # Update columns for column, (label, field_length) in columns_labels.items(): self.tr_tree_view.column(column, minwidth=80, width=field_length, anchor='w', stretch=False) self.tr_tree_view.heading(column, text=label)
|
# insert data self.populate_tree_view_lines() #LAYOUT PLACEMENT self.title_lbl.grid(row=0, column=0, sticky=W) self.tr_tree_view.grid(row=1, column=0, rowspan=4) self.refresh_btn.grid(row=1, column=1, sticky=N+S+E+W, padx=2, pady=2) self.exceptions_btn.grid(row=2, column=1, sticky=E+W+S, padx=1, pady=2) self.select_all_btn.grid(row=3, column=1, sticky=E+W+N, padx=1, pady=2) self.send_btn.grid(row=4, column=1, sticky=N+S+E+W, padx=1, pady=2) # DISPLAY WINDOW self.window.mainloop() def refresh(self): # delete all rows in tree view for item in self.tr_tree_view.get_children(): self.tr_tree_view.delete(item) # update with new data self.transport_requests.refresh() self.exceptions = self.load_exceptions() self.populate_tree_view_lines() def populate_tree_view_lines(self): all_are_in_exceptions = True for (tr_number, export_timestamp, owner, description, ticket_number, sap_module, ticket_type) in self.transport_requests.data: ... [code truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 3,033
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport json\n\nfrom tkinter import *\nfrom tkinter import ttk\nfrom tkinter import messagebox\n\nfrom tr_data import TRData, NO_DATA_MEETS_CRITERIA\nfrom email_text import email_body_template\nfrom helpers import send_email\n\nRECIPIENT = <email_address>\nEXCEPTION_FILE = \"tr_number_exceptions.json\"\n\nclass TrEmailSender:\n\n def __init__(self, transport_requests: TRData):\n self.transport_requests = transport_requests\n self.exceptions = self.load_exceptions()\n # WINDOW CREATION\n self.window = Tk()\n self.window.title(\"Send email with import requests to TST\")\n self.window.config(padx=20, pady=20)\n # TTILE LABEL\n self.title_lbl = Label(\n text=\"Please select TRs to be included into email: \",\n )\n # BUTTONS\n self.refresh_btn = Button(text=\"REFRESH\", command=self.refresh)\n self.exceptions_btn = Button(text=\"Add to exceptions\", command=self.add_to_exceptions)\n self.select_all_btn = Button(text=\"Select All\", command=self.select_all)\n self.send_btn = Button(text=\"SEND\", command=self.send_email)\n\n # list of TRs\n columns_labels = {\n 'tr_number': (\"TR Number\", 100),\n 'description': (\"Description\", 350),\n 'tkt_type': (\"Ticket Type\", 80),\n 'ticket_num': (\"Ticket Number\", 80),\n 'module': (\"SAP Module\", 80),\n 'export_datetime': (\"Export Timestamp\", 150),\n 'owner': (\"Owner\", 80)\n }\n # TREE VIEW for list display\n self.tr_tree_view = ttk.Treeview(columns=tuple(columns_labels.keys()), show='headings')\n # Update columns\n for column, (label, field_length) in columns_labels.items():\n self.tr_tree_view.column(column, minwidth=80, width=field_length, anchor='w', stretch=False)\n self.tr_tree_view.heading(column, text=label)"}, {"role": "assistant", "content": "\n # insert data\n self.populate_tree_view_lines()\n\n #LAYOUT PLACEMENT\n self.title_lbl.grid(row=0, column=0, sticky=W)\n self.tr_tree_view.grid(row=1, column=0, rowspan=4)\n self.refresh_btn.grid(row=1, column=1, sticky=N+S+E+W, padx=2, pady=2)\n self.exceptions_btn.grid(row=2, column=1, sticky=E+W+S, padx=1, pady=2)\n self.select_all_btn.grid(row=3, column=1, sticky=E+W+N, padx=1, pady=2)\n self.send_btn.grid(row=4, column=1, sticky=N+S+E+W, padx=1, pady=2)\n\n # DISPLAY WINDOW\n self.window.mainloop()\n \n\n def refresh(self):\n # delete all rows in tree view\n for item in self.tr_tree_view.get_children():\n self.tr_tree_view.delete(item)\n # update with new data\n self.transport_requests.refresh()\n self.exceptions = self.load_exceptions()\n self.populate_tree_view_lines()\n \n\n def populate_tree_view_lines(self):\n all_are_in_exceptions = True\n\n for (tr_number, export_timestamp, owner, description, ticket_number, sap_module, ticket_type) in self.transport_requests.data:\n \n\n ... [code truncated] ..."}]
| false
| null | null | null |
16d095db1ff9ef61a032d5e0564695c1cb47f1b3
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #coding:utf-8 #0导入模块 ，生成模拟数据集 import tensorflow as tf import numpy as np import matplotlib.pyplot as plt import opt4_8_generateds import opt4_8_forward STEPS = 40000 BATCH_SIZE = 30 LEARNING_RATE_BASE = 0.001 LEARNING_RATE_DECAY = 0.999 REGULARIZER = 0.01 def backward(): x = tf.placeholder(tf.float32, shape=(None, 2)) y_ = tf.placeholder(tf.float32, shape=(None, 1)) X, Y_, Y_c = opt4_8_generateds.generateds() y = opt4_8_forward.forward(x, REGULARIZER) global_step = tf.Variable(0,trainable=False) learning_rate = tf.train.exponential_decay( LEARNING_RATE_BASE, global_step, 300/BATCH_SIZE, LEARNING_RATE_DECAY, staircase=True) #定义损失函数 loss_mse = tf.reduce_mean(tf.square(y-y_)) loss_total = loss_mse + tf.add_n(tf.get_collection('losses')) #定义反向传播方法：包含正则化 train_step = tf.train.AdamOptimizer(learning_rate).minimize(loss_total) with tf.Session() as sess: init_op = tf.global_variables_initializer() sess.run(init_op) for i in range(STEPS - 1): start = (i*BATCH_SIZE) % 300 end = start + BATCH_SIZE sess.run(train_step, feed_dict={x: X[start:end], y_:Y_[start:end]}) if i % 2000 == 0: loss_v = sess.run(loss_total, feed_dict={x:X,y_:Y_}) print("After %d steps, loss is: %f" %(i, loss_v)) xx, yy = np.mgrid[-3:3:.01, -3:3:.01] grid = np.c_[xx.ravel(), yy.ravel()] probs = sess.run(y, feed_dict={x:grid}) probs = probs.reshape(xx.shape) plt.scatter(X[:,0], X[:,1], c=np.squeeze(Y_c)) plt.contour(xx, yy, probs, levels=[.5]) plt.show() if __name__=='__main__': backward()
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Fix: Check loop bounds and array indices carefully
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,552
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#coding:utf-8\n#0\u5bfc\u5165\u6a21\u5757 \uff0c\u751f\u6210\u6a21\u62df\u6570\u636e\u96c6\nimport tensorflow as tf\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport opt4_8_generateds\nimport opt4_8_forward\n\nSTEPS = 40000\nBATCH_SIZE = 30 \nLEARNING_RATE_BASE = 0.001\nLEARNING_RATE_DECAY = 0.999\nREGULARIZER = 0.01\n\ndef backward():\n\tx = tf.placeholder(tf.float32, shape=(None, 2))\n\ty_ = tf.placeholder(tf.float32, shape=(None, 1))\n\n\tX, Y_, Y_c = opt4_8_generateds.generateds()\n\n\ty = opt4_8_forward.forward(x, REGULARIZER)\n\t\n\tglobal_step = tf.Variable(0,trainable=False)\t\n\n\tlearning_rate = tf.train.exponential_decay(\n\t\tLEARNING_RATE_BASE,\n\t\tglobal_step,\n\t\t300/BATCH_SIZE,\n\t\tLEARNING_RATE_DECAY,\n\t\tstaircase=True)\n\n\n\t#\u5b9a\u4e49\u635f\u5931\u51fd\u6570\n\tloss_mse = tf.reduce_mean(tf.square(y-y_))\n\tloss_total = loss_mse + tf.add_n(tf.get_collection('losses'))\n\t\n\t#\u5b9a\u4e49\u53cd\u5411\u4f20\u64ad\u65b9\u6cd5\uff1a\u5305\u542b\u6b63\u5219\u5316\n\ttrain_step = tf.train.AdamOptimizer(learning_rate).minimize(loss_total)\n\n\twith tf.Session() as sess:\n\t\tinit_op = tf.global_variables_initializer()\n\t\tsess.run(init_op)\n\t\tfor i in range(STEPS - 1):\n\t\t\tstart = (i*BATCH_SIZE) % 300\n\t\t\tend = start + BATCH_SIZE\n\t\t\tsess.run(train_step, feed_dict={x: X[start:end], y_:Y_[start:end]})\n\t\t\tif i % 2000 == 0:\n\t\t\t\tloss_v = sess.run(loss_total, feed_dict={x:X,y_:Y_})\n\t\t\t\tprint(\"After %d steps, loss is: %f\" %(i, loss_v))\n\n\t\txx, yy = np.mgrid[-3:3:.01, -3:3:.01]\n\t\tgrid = np.c_[xx.ravel(), yy.ravel()]\n\t\tprobs = sess.run(y, feed_dict={x:grid})\n\t\tprobs = probs.reshape(xx.shape)\n\t\n\tplt.scatter(X[:,0], X[:,1], c=np.squeeze(Y_c)) \n\tplt.contour(xx, yy, probs, levels=[.5])\n\tplt.show()\n\t\nif __name__=='__main__':\n\tbackward()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
16d0a3ae5b7a5043417a9ada134eda9cc4f2dd27
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #// #// ------------------------------------------------------------- #// Copyright 2011 Synopsys, Inc. #// Copyright 2019-2020 Tuomas Poikela (tpoikela) #// All Rights Reserved Worldwide #// #// Licensed under the Apache License, Version 2.0 (the #// "License"); you may not use this file except in #// compliance with the License. You may obtain a copy of #// the License at #// #// http://www.apache.org/licenses/LICENSE-2.0 #// #// Unless required by applicable law or agreed to in #// writing, software distributed under the License is #// distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR #// CONDITIONS OF ANY KIND, either express or implied. See #// the License for the specific language governing #// permissions and limitations under the License. #// ------------------------------------------------------------- #// from uvm import * from .vip_sequencer import vip_sequencer from .vip_driver import vip_driver from .vip_monitor import vip_monitor class vip_agent(UVMAgent): def __init__(self, name, parent=None): super().__init__(name, parent)
|
self.hier_objection = False def build_phase(self, phase): self.sqr = vip_sequencer.type_id.create("sqr", self) self.drv = vip_driver.type_id.create("drv", self) self.tx_mon = vip_monitor.type_id.create("tx_mon", self) self.rx_mon = vip_monitor.type_id.create("rx_mon", self) self.rx_mon.hier_objection = self.hier_objection self.tx_mon.hier_objection = self.hier_objection self.drv.hier_objection = self.hier_objection vif = [] if not UVMConfigDb.get(self, "", "vif", vif): uvm_fatal("VIP/AGT/NOVIF", "No virtual interface specified for self agent instance") self.vif = vif[0] UVMConfigDb.set(self, "tx_mon", "vif", self.vif.tx_mon) UVMConfigDb.set(self, "rx_mon", "vif", self.vif.rx) ... [1 more functiondefs truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 2
| 1
| 1,987
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#// \n#// -------------------------------------------------------------\n#// Copyright 2011 Synopsys, Inc.\n#// Copyright 2019-2020 Tuomas Poikela (tpoikela)\n#// All Rights Reserved Worldwide\n#// \n#// Licensed under the Apache License, Version 2.0 (the\n#// \"License\"); you may not use this file except in\n#// compliance with the License. You may obtain a copy of\n#// the License at\n#// \n#// http://www.apache.org/licenses/LICENSE-2.0\n#// \n#// Unless required by applicable law or agreed to in\n#// writing, software distributed under the License is\n#// distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR\n#// CONDITIONS OF ANY KIND, either express or implied. See\n#// the License for the specific language governing\n#// permissions and limitations under the License.\n#// -------------------------------------------------------------\n#// \n\nfrom uvm import *\nfrom .vip_sequencer import vip_sequencer\nfrom .vip_driver import vip_driver\nfrom .vip_monitor import vip_monitor\n\n\nclass vip_agent(UVMAgent):\n\n\n def __init__(self, name, parent=None):\n super().__init__(name, parent)"}, {"role": "assistant", "content": "\n self.hier_objection = False\n\n\n def build_phase(self, phase):\n self.sqr = vip_sequencer.type_id.create(\"sqr\", self)\n self.drv = vip_driver.type_id.create(\"drv\", self)\n self.tx_mon = vip_monitor.type_id.create(\"tx_mon\", self)\n self.rx_mon = vip_monitor.type_id.create(\"rx_mon\", self)\n\n self.rx_mon.hier_objection = self.hier_objection\n self.tx_mon.hier_objection = self.hier_objection\n self.drv.hier_objection = self.hier_objection\n\n vif = []\n if not UVMConfigDb.get(self, \"\", \"vif\", vif):\n uvm_fatal(\"VIP/AGT/NOVIF\", \"No virtual interface specified for self agent instance\")\n self.vif = vif[0]\n UVMConfigDb.set(self, \"tx_mon\", \"vif\", self.vif.tx_mon)\n UVMConfigDb.set(self, \"rx_mon\", \"vif\", self.vif.rx)\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
16d13aced6b20979dea691425018aa9f0ea80fb3
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- # MIT License # # Copyright 2018-2020 New York University Abu Dhabi # # 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. class TestTransliteratorInit(object): """Test class for Transliterator.__init__. """ def test_init_none_mapper(self): """Test that init raises a TypeError when given a mapper that is None. """ with pytest.raises(TypeError): Transliterator(None) def test_init_invalid_type_mapper(self): """Test that init raises a TypeError when given a mapper that is not a CharMapper instance. """ with pytest.raises(TypeError): Transliterator({}) def test_init_valid_mapper(self): """Test that init doesn't raise an error when given a valid mapper. """ assert Transliterator(TEST_MAPPER)
|
def test_init_none_marker(self): """Test that init raises a TypeError when given a marker that is None. """ with pytest.raises(TypeError): Transliterator(TEST_MAPPER, None) def test_init_invalid_type_marker(self): """Test that init raises a TypeError when given a marker that is not a string. """ with pytest.raises(TypeError): Transliterator(TEST_MAPPER, []) def test_init_empty_marker(self): """Test that init raises a ValueError when given a marker that is an empty string. """ with pytest.raises(ValueError): Transliterator(TEST_MAPPER, '') def test_init_invalid_marker1(self): """Test that init raises a ValueError when given an invalid marker ( wgitespace in the middle). """ with pytest.raises(ValueError): Transliterator(TEST_MAPPER, '@@LAT @@') ... [16 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 7
| 1
| 2,849
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n# MIT License\n#\n# Copyright 2018-2020 New York University Abu Dhabi\n#\n# Permission is hereby granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files (the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in\n# all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\n# SOFTWARE.\n\nclass TestTransliteratorInit(object):\n \"\"\"Test class for Transliterator.__init__.\n \"\"\"\n\n def test_init_none_mapper(self):\n \"\"\"Test that init raises a TypeError when given a mapper that is None.\n \"\"\"\n\n with pytest.raises(TypeError):\n Transliterator(None)\n\n def test_init_invalid_type_mapper(self):\n \"\"\"Test that init raises a TypeError when given a mapper that is not a\n CharMapper instance.\n \"\"\"\n\n with pytest.raises(TypeError):\n Transliterator({})\n\n def test_init_valid_mapper(self):\n \"\"\"Test that init doesn't raise an error when given a valid mapper.\n \"\"\"\n\n assert Transliterator(TEST_MAPPER)"}, {"role": "assistant", "content": "\n def test_init_none_marker(self):\n \"\"\"Test that init raises a TypeError when given a marker that is None.\n \"\"\"\n\n with pytest.raises(TypeError):\n Transliterator(TEST_MAPPER, None)\n\n def test_init_invalid_type_marker(self):\n \"\"\"Test that init raises a TypeError when given a marker that is not a\n string.\n \"\"\"\n\n with pytest.raises(TypeError):\n Transliterator(TEST_MAPPER, [])\n\n def test_init_empty_marker(self):\n \"\"\"Test that init raises a ValueError when given a marker that is an\n empty string.\n \"\"\"\n\n with pytest.raises(ValueError):\n Transliterator(TEST_MAPPER, '')\n\n def test_init_invalid_marker1(self):\n \"\"\"Test that init raises a ValueError when given an invalid marker (\n wgitespace in the middle).\n \"\"\"\n\n with pytest.raises(ValueError):\n Transliterator(TEST_MAPPER, '@@LAT @@')\n\n\n ... [16 more functiondefs truncated] ..."}]
| false
| null | null | null |
16d1b5218231a945c48c3095503b717e135149a2
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: ###################################################################################################################### # Copyright 2019 Amazon.com, Inc. or its affiliates. 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. A copy of the License is located at # # # # http://www.apache.org/licenses/ # # # # or in the "license" file accompanying this file. This file is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES # # OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions # # and limitations under the License. # ###################################################################################################################### import json import sys from collections import OrderedDict def get_versioned_template(template_filename, bucket, solution, version, region): with open(template_filename, "rt") as f: template_text = "".join(f.readlines()) template_text = template_text.replace("%bucket%", bucket) template_text = template_text.replace("%solution%", solution) template_text = template_text.replace("%version%", version) if region == 'cn-north-1' or region == 'cn-northwest-1': arn_prefix = "arn:aws-cn" else: arn_prefix = "arn:aws" template_text = template_text.replace("%arn_prefix%", arn_prefix) return json.loads(template_text, object_pairs_hook=OrderedDict) def main(template_file, bucket, solution, version, region): template = get_versioned_template(template_file, bucket, solution, version, region) print(json.dumps(template, indent=4)) main(template_file=sys.argv[1], bucket=sys.argv[2], solution=sys.argv[3], version=sys.argv[4], region=sys.argv[5]) exit(0)
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 28 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 36 ✨ Improvements: Remove debug print() at line 36 before production
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intermediate
|
api
|
code_review
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Pythoncode:Python
| 2
| 0
| 2,485
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n######################################################################################################################\n# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. #\n# #\n# Licensed under the Apache License Version 2.0 (the \"License\"). You may not use this file except in compliance #\n# with the License. A copy of the License is located at #\n# #\n# http://www.apache.org/licenses/ #\n# #\n# or in the \"license\" file accompanying this file. This file is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES #\n# OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions #\n# and limitations under the License. #\n######################################################################################################################\n\nimport json\nimport sys\n\nfrom collections import OrderedDict\n\n\ndef get_versioned_template(template_filename, bucket, solution, version, region):\n with open(template_filename, \"rt\") as f:\n template_text = \"\".join(f.readlines())\n template_text = template_text.replace(\"%bucket%\", bucket)\n template_text = template_text.replace(\"%solution%\", solution)\n template_text = template_text.replace(\"%version%\", version)\n if region == 'cn-north-1' or region == 'cn-northwest-1':\n arn_prefix = \"arn:aws-cn\"\n else:\n arn_prefix = \"arn:aws\"\n template_text = template_text.replace(\"%arn_prefix%\", arn_prefix)\n return json.loads(template_text, object_pairs_hook=OrderedDict)\n\n\ndef main(template_file, bucket, solution, version, region):\n template = get_versioned_template(template_file, bucket, solution, version, region)\n print(json.dumps(template, indent=4))\n\n\nmain(template_file=sys.argv[1], bucket=sys.argv[2], solution=sys.argv[3], version=sys.argv[4], region=sys.argv[5])\n\nexit(0)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 28\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 36\n\n\u2728 Improvements:\n Remove debug print() at line 36 before production"}]
| false
| null | null | null |
16d2ceeba676dbb491a1206466347e8ee17c6418
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: ############################################################################### # file -- parse.py -- # Top contributors (to current version): # Nestan Tsiskaridze # This file is part of the configuration finder for the Stanford AHA project. # Copyright (c) 2021 by the authors listed in the file AUTHORS # in the top-level source directory) and their institutional affiliations. # All rights reserved. See the file LICENSE in the top-level source # directory for licensing information. # # Handles parsing of all input files. ############################################################################### import smt_switch as ss import smt_switch.primops as po import smt_switch.sortkinds as sk import argparse import pono as c import sys import re import time import copy import io #import timeit class stream: set0 = [] set1 = [] seq_in = [] seq_out = [] vars = {} var_array_inds = {} constr2terms = [] data_in_size = [] data_out_size = [] clk_name = None rst_n_name = None config_names = [] ... [1 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unmatched closing bracket ')' at line 7 Block at line 3 has no indented body Block at line 25 has no indented body Invalid syntax at line 45: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 42 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
database
|
code_review
|
Pythoncode:Python
| 0
| 1
| 1,130
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n###############################################################################\n# file -- parse.py --\n# Top contributors (to current version):\n# Nestan Tsiskaridze\n# This file is part of the configuration finder for the Stanford AHA project.\n# Copyright (c) 2021 by the authors listed in the file AUTHORS\n# in the top-level source directory) and their institutional affiliations.\n# All rights reserved. See the file LICENSE in the top-level source\n# directory for licensing information.\n#\n# Handles parsing of all input files.\n###############################################################################\nimport smt_switch as ss\nimport smt_switch.primops as po\nimport smt_switch.sortkinds as sk\nimport argparse\nimport pono as c\nimport sys\nimport re\nimport time\nimport copy\nimport io\n#import timeit\n\nclass stream:\n\n set0 = []\n set1 = []\n seq_in = []\n seq_out = []\n vars = {}\n var_array_inds = {}\n constr2terms = []\n \n data_in_size = []\n data_out_size = []\n \n clk_name = None\n rst_n_name = None\n \n config_names = []\n \n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unmatched closing bracket ')' at line 7\n Block at line 3 has no indented body\n Block at line 25 has no indented body\n Invalid syntax at line 45: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 42\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
16d306bdfaed88804b418d267e2c9f7fdd6fab73
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from flask import Blueprint, render_template, redirect, url_for, request, flash, make_response from werkzeug.security import generate_password_hash from flask_login import login_required, current_user from . import db import datetime from .models import Visitor, User main = Blueprint('main', __name__) @main.route('/') def index(): #control visitor with cookies cookie = request.cookies.get('isvisited') if cookie: #visit=True pass else: resp = make_response(render_template('index.html')) resp.set_cookie('isvisited', 'yess') return resp visitor_ip = request.remote_addr visited_time = datetime.datetime.now() visitors = Visitor.query.all() visited = Visitor.query.filter_by(ip=visitor_ip).first() visit = False if visited: difference = abs((visited_time - visited.last_visit).seconds) if difference > 60: visit = True visited.last_visit = visited_time db.session.commit() else: new_visitor = Visitor(ip=visitor_ip,last_visit=visited_time) db.session.add(new_visitor) db.session.commit() return render_template('index.html',visitors=visitors,visit=visit)
|
@main.route('/', methods=['POST']) def index_post(): email = request.form.get('email') name = request.form.get('name') password = request.form.get('password') user = User.query.filter_by(email=email).first() # if this returns a user, then the email already exists in database if user: # if a user is found, we want to redirect back to signup page so user can try again flash('Email address already exists') return redirect(url_for('auth.signup')) # create a new user with the form data. Hash the password so the plaintext version isn't saved. new_user = User(email=email, name=name, password=generate_password_hash(password, method='sha256')) # add the new user to the database db.session.add(new_user) db.session.commit() return redirect(url_for('auth.login')) @main.route('/profile') @login_required def profile(): return render_template('profile.html', name=current_user.name)
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intermediate
|
api
|
code_completion
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Pythoncode:Python
| 3
| 0
| 2,177
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom flask import Blueprint, render_template, redirect, url_for, request, flash, make_response\nfrom werkzeug.security import generate_password_hash\nfrom flask_login import login_required, current_user\nfrom . import db\nimport datetime\nfrom .models import Visitor, User\n\nmain = Blueprint('main', __name__)\n\n\n@main.route('/')\ndef index():\n #control visitor with cookies\n cookie = request.cookies.get('isvisited')\n if cookie:\n #visit=True\n pass\n else:\n resp = make_response(render_template('index.html'))\n resp.set_cookie('isvisited', 'yess')\n return resp\n\n visitor_ip = request.remote_addr\n visited_time = datetime.datetime.now()\n visitors = Visitor.query.all()\n visited = Visitor.query.filter_by(ip=visitor_ip).first()\n visit = False\n if visited:\n difference = abs((visited_time - visited.last_visit).seconds)\n if difference > 60:\n visit = True\n visited.last_visit = visited_time\n db.session.commit()\n else:\n new_visitor = Visitor(ip=visitor_ip,last_visit=visited_time)\n db.session.add(new_visitor)\n db.session.commit()\n return render_template('index.html',visitors=visitors,visit=visit)"}, {"role": "assistant", "content": "\n@main.route('/', methods=['POST'])\ndef index_post():\n email = request.form.get('email')\n name = request.form.get('name')\n password = request.form.get('password')\n\n user = User.query.filter_by(email=email).first() # if this returns a user, then the email already exists in database\n\n if user: # if a user is found, we want to redirect back to signup page so user can try again\n flash('Email address already exists')\n return redirect(url_for('auth.signup'))\n\n # create a new user with the form data. Hash the password so the plaintext version isn't saved.\n new_user = User(email=email, name=name, password=generate_password_hash(password, method='sha256'))\n\n # add the new user to the database\n db.session.add(new_user)\n db.session.commit()\n\n return redirect(url_for('auth.login'))\n\n@main.route('/profile')\n@login_required\ndef profile():\n return render_template('profile.html', name=current_user.name)"}]
| false
| null | null | null |
16d35857ae1d82e14e5940b8e5331b8a6a44ca39
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Funções cabecalho = "SISTEMA DE CADASTRO DE FUNCIONARIO\n\n\n" rodape = "\n\n\n Obrigada p Error: SyntaxError: unterminated string literal
|
Fixed Code: # Funções cabecalho = "SISTEMA DE CADASTRO DE FUNCIONARIO\n\n\n" rodape = "\n\n\n Obrigada pela preferencia" def imprimir_tela(conteudo): print(cabecalho) #print(opcao_menu) print(conteudo) Explanation: Close the string literal with matching quote
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 94
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Fun\u00e7\u00f5es\n\ncabecalho = \"SISTEMA DE CADASTRO DE FUNCIONARIO\\n\\n\\n\"\n\nrodape = \"\\n\\n\\n Obrigada p\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Fun\u00e7\u00f5es\n\ncabecalho = \"SISTEMA DE CADASTRO DE FUNCIONARIO\\n\\n\\n\"\n\nrodape = \"\\n\\n\\n Obrigada pela preferencia\"\n\ndef imprimir_tela(conteudo):\n print(cabecalho)\n #print(opcao_menu)\n print(conteudo)\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
16d397fdfd404f351b1fb42cfa6cff5538a49320
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from node import Node class BinOp(Node): def eval(self, st): a = self.children[0].eval(st) b = self.children[1].eval(st) if self.value == "MINUS": return a - b elif self.value == "PLUS": return a + b elif self.value == "MULT": return a * b elif self.value == "DIV": return a // b elif self.value == "GREATER": return a > b elif self.value == "LES
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 18 • Unterminated string literal at line 18 Fixes: • Complete the expression on the last line • Add closing quote at line 18 • Add closing quote to string literal
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advanced
|
oop
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 397
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom node import Node\r\n\r\nclass BinOp(Node):\r\n\tdef eval(self, st):\r\n\t\ta = self.children[0].eval(st)\r\n\t\tb = self.children[1].eval(st)\r\n\r\n\t\tif self.value == \"MINUS\":\r\n\t\t\treturn a - b\r\n\t\telif self.value == \"PLUS\":\r\n\t\t\treturn a + b\r\n\t\telif self.value == \"MULT\":\r\n\t\t\treturn a * b\r\n\t\telif self.value == \"DIV\":\r\n\t\t\treturn a // b\r\n\t\telif self.value == \"GREATER\":\r\n\t\t\treturn a > b\r\n\t\telif self.value == \"LES"}, {"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 18\n \u2022 Unterminated string literal at line 18\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 18\n \u2022 Add closing quote to string literal"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
16d47d0537155255ce27cd3c3479b098ca6ecf13
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python3 # # Copyright (C) 2018 Linus Jahn <lnj@kaidan.im> # Copyright (C) 2019,2020 Hiroshi Miura <miurahr@linux.com> # Copyright (C) 2020, Aurélien Gâteau # # 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 concurrent.futures import os import pathlib import subprocess import sys import time from logging import getLogger import py7zr import requests from requests.adapters import HTTPAdapter from urllib3.util.retry import Retry from aqt.archives import QtPackage from aqt.helper import altlink, versiontuple from aqt.qtpatch import Updater from aqt.settings import Settings class ExtractionError(Exception): pass class QtInstaller: """ Installer class to download packages and extract it. """ def __init__(self, qt_archives, logging=None, command=None, target_dir=None): self.qt_archives = qt_archives if logging: self.logger = logging else: self.logger = getLogger('aqt') self.command = command if target_dir is None: self.base_dir = os.getcwd() else: self.base_dir = target_dir self.settings = Settings( ... [7 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 48 • Unclosed '(' at line 62 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 48 • Add closing ')' bracket
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advanced
|
api
|
syntax_repair
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Pythoncode:Python
| 1
| 2
| 2,213
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n#\n# Copyright (C) 2018 Linus Jahn <lnj@kaidan.im>\n# Copyright (C) 2019,2020 Hiroshi Miura <miurahr@linux.com>\n# Copyright (C) 2020, Aur\u00e9lien G\u00e2teau\n#\n# Permission is hereby granted, free of charge, to any person obtaining a copy of\n# this software and associated documentation files (the \"Software\"), to deal in\n# the Software without restriction, including without limitation the rights to\n# use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of\n# the Software, and to permit persons to whom the Software is furnished to do so,\n# subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in all\n# 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, FITNESS\n# FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR\n# COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER\n# IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN\n# CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.\n\nimport concurrent.futures\nimport os\nimport pathlib\nimport subprocess\nimport sys\nimport time\nfrom logging import getLogger\n\nimport py7zr\nimport requests\nfrom requests.adapters import HTTPAdapter\nfrom urllib3.util.retry import Retry\n\nfrom aqt.archives import QtPackage\nfrom aqt.helper import altlink, versiontuple\nfrom aqt.qtpatch import Updater\nfrom aqt.settings import Settings\n\n\nclass ExtractionError(Exception):\n pass\n\n\nclass QtInstaller:\n \"\"\"\n Installer class to download packages and extract it.\n \"\"\"\n def __init__(self, qt_archives, logging=None, command=None, target_dir=None):\n self.qt_archives = qt_archives\n if logging:\n self.logger = logging\n else:\n self.logger = getLogger('aqt')\n self.command = command\n if target_dir is None:\n self.base_dir = os.getcwd()\n else:\n self.base_dir = target_dir\n self.settings = Settings(\n\n\n ... [7 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 48\n \u2022 Unclosed '(' at line 62 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 48\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
16d53c81f0a6c59b031bb33f8b48778a56657258
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from django.template import loader, RequestContext from django.http import Http404, HttpResponse from django.core.xheaders import populate_xheaders from django.core.paginator import ObjectPaginator, InvalidPage from django.core.exceptions import ObjectDoesNotExist def object_list(request, queryset, paginate_by=None, page=None, allow_empty=False, template_name=None, template_loader=loader, extra_context=None, context_processors=None, template_object_name='object', mimetype=None): """ Generic list of objects. Templates: ``<app_label>/<model_name>_list.html`` Context: object_list list of objects is_paginated are the results paginated? results_per_page number of objects per page (if paginated) has_next is there a next page? has_previous is there a prev page? page the current page next the next page previous the previous page pages number of pages, total hits number of objects, total last_on_page the result number of the last of object in the object_list (1-indexed) first_on_page the result number of the first object in the object_list (1-indexed) """ if extra_context is None: extra_context = {} queryset = queryset._clone() if paginate_by: paginator = ObjectPaginator(queryset, paginate_by) if not page: page = request.GET.get('page', 1) try: page = int(page) object_list = paginator.get_page(page - 1) except (InvalidPage, ValueError): if page == 1 and allow_empty: object_list = [] else: raise Http404 c = RequestContext(request, { '%s_list' % template_object_name: object_list, 'is_paginated': paginator.pages > 1, 'results_per_page': paginate_by, 'has_next': paginator.has_next_page(page - 1), 'has_previous': paginator.has_previous_page(page - 1), 'page': page, 'next': page + 1, 'previous': page - 1, 'last_on_page': paginator.last_on_page(page - 1), 'first_on_page': paginator.first_on_page(page - 1), 'pages': paginator.pages, 'hits' : paginator.hits, }, context_processors) else: c = RequestContext(request, { '%s_list' % template_object_name: queryset, 'is_paginated': False }, context_processors) if not allow_empty and len(queryset) == 0: raise Http404 for key, value in extra_context.items(): if callable(value): c[key] = value() else: c[key] = value if not template_name: model = queryset.model template_name = "%s/%s_list.html" % (model._ ... [code truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 3,033
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom django.template import loader, RequestContext\nfrom django.http import Http404, HttpResponse\nfrom django.core.xheaders import populate_xheaders\nfrom django.core.paginator import ObjectPaginator, InvalidPage\nfrom django.core.exceptions import ObjectDoesNotExist\n\ndef object_list(request, queryset, paginate_by=None, page=None,\n allow_empty=False, template_name=None, template_loader=loader,\n extra_context=None, context_processors=None, template_object_name='object',\n mimetype=None):\n \"\"\"\n Generic list of objects.\n\n Templates: ``<app_label>/<model_name>_list.html``\n Context:\n object_list\n list of objects\n is_paginated\n are the results paginated?\n results_per_page\n number of objects per page (if paginated)\n has_next\n is there a next page?\n has_previous\n is there a prev page?\n page\n the current page\n next\n the next page\n previous\n the previous page\n pages\n number of pages, total\n hits\n number of objects, total\n last_on_page\n the result number of the last of object in the\n object_list (1-indexed)\n first_on_page\n the result number of the first object in the\n object_list (1-indexed)\n \"\"\"\n if extra_context is None: extra_context = {}\n queryset = queryset._clone()\n if paginate_by:\n paginator = ObjectPaginator(queryset, paginate_by)\n if not page:\n page = request.GET.get('page', 1)\n try:\n page = int(page)\n object_list = paginator.get_page(page - 1)\n except (InvalidPage, ValueError):\n if page == 1 and allow_empty:\n object_list = []\n else:\n raise Http404\n c = RequestContext(request, {\n '%s_list' % template_object_name: object_list,\n 'is_paginated': paginator.pages > 1,\n 'results_per_page': paginate_by,\n 'has_next': paginator.has_next_page(page - 1),\n 'has_previous': paginator.has_previous_page(page - 1),\n 'page': page,\n 'next': page + 1,\n 'previous': page - 1,\n 'last_on_page': paginator.last_on_page(page - 1),\n 'first_on_page': paginator.first_on_page(page - 1),\n 'pages': paginator.pages,\n 'hits' : paginator.hits,\n }, context_processors)\n else:\n c = RequestContext(request, {\n '%s_list' % template_object_name: queryset,\n 'is_paginated': False\n }, context_processors)\n if not allow_empty and len(queryset) == 0:\n raise Http404\n for key, value in extra_context.items():\n if callable(value):\n c[key] = value()\n else:\n c[key] = value\n if not template_name:\n model = queryset.model\n template_name = \"%s/%s_list.html\" % (model._\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
16d55202daea41a875b382f2393a76063d29376b
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: class ParameterModule(Module): """A PAX module that registers attributes as parameters by default.""" def parameters(self): return self.apply_submodules(lambda x: x.parameters()) class StateModule(Module): """A PAX module that registers attributes as states by default.""" parameters = parameters_method() class LazyModule(Module): """A lazy module is a module that only creates submodules when needed. Example: >>> from dataclasses import dataclass >>> @dataclass ... class MLP(pax.experimental.LazyModule): ... features: list ... ... def __call__(self, x: ... sizes = zip(self.features[:-1], self.features[1:]) ... for i, (in_dim, out_dim) in enumerate(sizes): ... fc = self.get_or_create(f"fc_{i}", lambda: pax.Linear(in_dim, out_dim)) ... x = jax.nn.relu(fc(x)) ... return x ... ... >>> mlp, _ = MLP([1, 2, 3]) % jnp.ones((1, 1)) >>> print(mlp.summary()) MLP(features=[1, 2, 3]) ├── Linear(in_dim=1, out_dim=2, with_bias=True) └── Linear(in_dim=2, out_dim=3, with_bias=True) """ def get_or_create(self, name, create_fn: Callable[[], T]) -> T: """Create and register a new attribute when it is not exist. Return the attribute. """ if hasattr(self, name): value = getattr(self, name) else: assert callable(create_fn), "Expect a callable function" value = create_fn() setattr(self, name, value) return value class Lambda(Module): """Convert a function to a module. Example: >>> net = pax.Lambda(jax.nn.relu) >>> print(net.summary()) x => relu(x) >>> y = net(jnp.array(-1)) >>> y DeviceArray(0, dtype=int32, weak_type=True) """ func: Callable def __init__(self, func: Callable, name: Optional[str] = None): super().__init__(name=name) self.func = func def __call__(self, *args, **kwargs): return self.func(*args, **kwargs) def __repr__(self) -> str: if self.name is not None: return super().__repr__() else: return f"{self.__class__.__qualname__}({self.func.__name__})" def summary(self, return_list: bool = False) -> Union[str, List[str]]: if self.name is not None: name = self.name elif isinstance(self.func, jax.custom_jvp) and hasattr(self.func, "fun"): if hasattr(self.func.fun, "__name__"): name = self.func.fun.__name__ else: name = f"{self.func.fun}" elif hasattr(self.func, "__name__"): name = self.func.__name__ else: name = f"{self.func}" output = f"x => {name}(x)" return [output] if return_list else output ... [5 more classdefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 15 • Unclosed '(' at line 25 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 15 • Add closing ')' bracket
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advanced
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testing
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syntax_repair
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Pythoncode:Python
| 6
| 4
| 2,910
| false
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nclass ParameterModule(Module):\n \"\"\"A PAX module that registers attributes as parameters by default.\"\"\"\n\n def parameters(self):\n return self.apply_submodules(lambda x: x.parameters())\n\n\nclass StateModule(Module):\n \"\"\"A PAX module that registers attributes as states by default.\"\"\"\n\n parameters = parameters_method()\n\n\nclass LazyModule(Module):\n \"\"\"A lazy module is a module that only creates submodules when needed.\n\n\n Example:\n\n >>> from dataclasses import dataclass\n >>> @dataclass\n ... class MLP(pax.experimental.LazyModule):\n ... features: list\n ...\n ... def __call__(self, x:\n ... sizes = zip(self.features[:-1], self.features[1:])\n ... for i, (in_dim, out_dim) in enumerate(sizes):\n ... fc = self.get_or_create(f\"fc_{i}\", lambda: pax.Linear(in_dim, out_dim))\n ... x = jax.nn.relu(fc(x))\n ... return x\n ...\n ...\n >>> mlp, _ = MLP([1, 2, 3]) % jnp.ones((1, 1))\n >>> print(mlp.summary())\n MLP(features=[1, 2, 3])\n \u251c\u2500\u2500 Linear(in_dim=1, out_dim=2, with_bias=True)\n \u2514\u2500\u2500 Linear(in_dim=2, out_dim=3, with_bias=True)\n \"\"\"\n\n def get_or_create(self, name, create_fn: Callable[[], T]) -> T:\n \"\"\"Create and register a new attribute when it is not exist.\n\n Return the attribute.\n \"\"\"\n if hasattr(self, name):\n value = getattr(self, name)\n else:\n assert callable(create_fn), \"Expect a callable function\"\n value = create_fn()\n setattr(self, name, value)\n return value\n\n\nclass Lambda(Module):\n \"\"\"Convert a function to a module.\n\n Example:\n\n >>> net = pax.Lambda(jax.nn.relu)\n >>> print(net.summary())\n x => relu(x)\n >>> y = net(jnp.array(-1))\n >>> y\n DeviceArray(0, dtype=int32, weak_type=True)\n \"\"\"\n\n func: Callable\n\n def __init__(self, func: Callable, name: Optional[str] = None):\n super().__init__(name=name)\n self.func = func\n\n def __call__(self, *args, **kwargs):\n return self.func(*args, **kwargs)\n\n def __repr__(self) -> str:\n if self.name is not None:\n return super().__repr__()\n else:\n return f\"{self.__class__.__qualname__}({self.func.__name__})\"\n\n def summary(self, return_list: bool = False) -> Union[str, List[str]]:\n if self.name is not None:\n name = self.name\n elif isinstance(self.func, jax.custom_jvp) and hasattr(self.func, \"fun\"):\n if hasattr(self.func.fun, \"__name__\"):\n name = self.func.fun.__name__\n else:\n name = f\"{self.func.fun}\"\n elif hasattr(self.func, \"__name__\"):\n name = self.func.__name__\n else:\n name = f\"{self.func}\"\n output = f\"x => {name}(x)\"\n return [output] if return_list else output\n\n\n\n ... [5 more classdefs 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 15\n \u2022 Unclosed '(' at line 25 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 15\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
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MISSING_BRACKETS
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MEDIUM
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16d68949a023a20451569c4bd42476cab180bd99
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: """ Backend to connect Open edX richie with an LMS """ import logging import re import requests from requests.auth import AuthBase from ..serializers import SyncCourseRunSerializer from .base import BaseLMSBackend logger = logging.getLogger(__name__) def split_course_key(key): """Split an OpenEdX course key by organization, course and course run codes. We first try splitting the key as a version 1 key (course-v1:org+course+run) and fallback the old version (org/course/run). """ if key.startswith("course-v1:"): organization, course, run = key[10:].split("+") else: organization, course, run = key.split("/") return organization, course, run class EdXTokenAuth(AuthBase): """Attach HTTP token authentication to the given Request object.""" def __init__(self, token): """Set-up token value in the instance.""" self.token = token def __call__(self, request): """Modify and return the request.""" request.headers.update( {"X-Edx-Api-Key": self.token, "Content-Type": "application/json"} ) return request class TokenAPIClient(requests.Session): """ A :class:`requests.Session` that automatically authenticates against edX's preferred authentication method up to Dogwood, given a secret token. For more usage details, see documentation of the :class:`requests.Session` object: https://requests.readthedocs.io/en/master/user/advanced/#session-objects """ def __init
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 1 • Invalid syntax at line 54: def __init Fix: Complete the truncated code structure
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advanced
|
testing
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error_detection
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Pythoncode:Python
| 8
| 3
| 1,522
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\nBackend to connect Open edX richie with an LMS\n\"\"\"\nimport logging\nimport re\n\nimport requests\nfrom requests.auth import AuthBase\n\nfrom ..serializers import SyncCourseRunSerializer\nfrom .base import BaseLMSBackend\n\nlogger = logging.getLogger(__name__)\n\n\ndef split_course_key(key):\n \"\"\"Split an OpenEdX course key by organization, course and course run codes.\n\n We first try splitting the key as a version 1 key (course-v1:org+course+run)\n and fallback the old version (org/course/run).\n \"\"\"\n if key.startswith(\"course-v1:\"):\n organization, course, run = key[10:].split(\"+\")\n else:\n organization, course, run = key.split(\"/\")\n\n return organization, course, run\n\n\nclass EdXTokenAuth(AuthBase):\n \"\"\"Attach HTTP token authentication to the given Request object.\"\"\"\n\n def __init__(self, token):\n \"\"\"Set-up token value in the instance.\"\"\"\n self.token = token\n\n def __call__(self, request):\n \"\"\"Modify and return the request.\"\"\"\n request.headers.update(\n {\"X-Edx-Api-Key\": self.token, \"Content-Type\": \"application/json\"}\n )\n return request\n\n\nclass TokenAPIClient(requests.Session):\n \"\"\"\n A :class:`requests.Session` that automatically authenticates against edX's preferred\n authentication method up to Dogwood, given a secret token.\n\n For more usage details, see documentation of the :class:`requests.Session` object:\n https://requests.readthedocs.io/en/master/user/advanced/#session-objects\n \"\"\"\n\n def __init"}, {"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 1\n \u2022 Invalid syntax at line 54: def __init\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
16d79dca474781cfacdcca9ed1544b5e9e33234c
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # by Greg Hazel import xmlrpclib from xmlrpclib2 import * from BTL import brpc old_PyCurlTransport = PyCurlTransport class PyCurlTransport(old_PyCurlTransport): def set_connection_params(self, h): h.add_header('User-Agent', "brpclib.py/1.0") h.add_header('Connection', "Keep-Alive") h.add_header('Content-Type', "application/octet-stream") def _parse_response(self, response): # read response from input file/socket, and parse it return brpc.loads(response.getvalue())[0] # -------------------------------------------------------------------- # request dispatcher class _Method: # some magic to bind an B-RPC method to an RPC server. # supports "nested" methods (e.g. examples.getStateName) def __init__(self, send, name): self.__send = send self.__name = name def __getattr__(self, name): return _Method(self.__send, "%s.%s" % (self.__name, name)) def __call__(self, *args, **kwargs): args = (args, kwargs) return self.__send(self.__name, args) # ARG! prevent repr(_Method()) from submiting an RPC call! def __repr__(self): return "<%s instance at 0x%08X>" % (self.__class__, id(self)) # Double underscore is BAD! class BRPC_ServerProxy(xmlrpclib.ServerProxy): """uri [,options] -> a logical connection to an B-RPC server uri is the connection point on the server, given as scheme://host/target. The standard implementation always supports the "http" scheme. If SSL socket support is available (Python 2.0), it also supports "https". If the target part and the slash preceding it are both omitted, "/RPC2" is assumed. The following options can be given as keyword arguments: transport: a transport factory encoding: the request encoding (default is UTF-8) All 8-bit strings passed to the server proxy are assumed to use the given encoding. """ def __init__(self, uri, transport=None, encoding=None, verbose=0, allow_none=0): # establish a "logical" server connection # get the url import urllib type, uri = urllib.splittype(uri) if type not in ("http", "https"): raise IOError, "unsupported B-RPC protocol" self.__host, self.__handler = urllib.splithost(uri) if not self.__handler: self.__handler = "/RPC2" if transport is None: if type == "https": transport = xmlrpclib.SafeTransport() else: transport = xmlrpclib.Transport() self.__transport = transport self.__encoding = encoding self.__verbose = verbose self.__allow_none = allow_none def __request(self, methodname, params): # call a method on the remote server request = brpc.dumps(params, methodname, encoding=self.__encoding, allow_none=self.__allow_none) response = self. ... [code truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 8
| 3
| 3,033
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# by Greg Hazel\n\nimport xmlrpclib\nfrom xmlrpclib2 import *\nfrom BTL import brpc\n\nold_PyCurlTransport = PyCurlTransport\nclass PyCurlTransport(old_PyCurlTransport):\n\n def set_connection_params(self, h):\n h.add_header('User-Agent', \"brpclib.py/1.0\")\n h.add_header('Connection', \"Keep-Alive\")\n h.add_header('Content-Type', \"application/octet-stream\")\n \n def _parse_response(self, response):\n # read response from input file/socket, and parse it\n return brpc.loads(response.getvalue())[0]\n\n# --------------------------------------------------------------------\n# request dispatcher\n\nclass _Method:\n # some magic to bind an B-RPC method to an RPC server.\n # supports \"nested\" methods (e.g. examples.getStateName)\n def __init__(self, send, name):\n self.__send = send\n self.__name = name\n def __getattr__(self, name):\n return _Method(self.__send, \"%s.%s\" % (self.__name, name))\n def __call__(self, *args, **kwargs):\n args = (args, kwargs)\n return self.__send(self.__name, args)\n # ARG! prevent repr(_Method()) from submiting an RPC call!\n def __repr__(self):\n return \"<%s instance at 0x%08X>\" % (self.__class__, id(self))\n\n\n# Double underscore is BAD!\nclass BRPC_ServerProxy(xmlrpclib.ServerProxy):\n \"\"\"uri [,options] -> a logical connection to an B-RPC server\n\n uri is the connection point on the server, given as\n scheme://host/target.\n\n The standard implementation always supports the \"http\" scheme. If\n SSL socket support is available (Python 2.0), it also supports\n \"https\".\n\n If the target part and the slash preceding it are both omitted,\n \"/RPC2\" is assumed.\n\n The following options can be given as keyword arguments:\n\n transport: a transport factory\n encoding: the request encoding (default is UTF-8)\n\n All 8-bit strings passed to the server proxy are assumed to use\n the given encoding.\n \"\"\"\n\n def __init__(self, uri, transport=None, encoding=None, verbose=0,\n allow_none=0):\n # establish a \"logical\" server connection\n\n # get the url\n import urllib\n type, uri = urllib.splittype(uri)\n if type not in (\"http\", \"https\"):\n raise IOError, \"unsupported B-RPC protocol\"\n self.__host, self.__handler = urllib.splithost(uri)\n if not self.__handler:\n self.__handler = \"/RPC2\"\n\n if transport is None:\n if type == \"https\":\n transport = xmlrpclib.SafeTransport()\n else:\n transport = xmlrpclib.Transport()\n self.__transport = transport\n\n self.__encoding = encoding\n self.__verbose = verbose\n self.__allow_none = allow_none\n\n def __request(self, methodname, params):\n # call a method on the remote server\n\n request = brpc.dumps(params, methodname, encoding=self.__encoding,\n allow_none=self.__allow_none)\n\n response = self.\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
16d7b7c1c6e2def8cf0c9ec10f6916a0a8cf367f
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import base64 import mimetypes import os from django.conf import settings from django.http import Http404, HttpResponse from django.shortcuts import get_object_or_404 from django.views.decorators.cache import cache_control from django.views.static import serve as django_serve from database_files.models import File @cache_control(max_age=86400) def serve(request, name): """ Retrieves the file from the database. """ f = get_object_or_404(File, name=name) f.dump() mimetype = mimetypes.guess_type(name)[0] or 'application/octet-stream' response = HttpResponse(f.content, content_type=mimetype) response['Content-Length'] = f.size return response def serve_mixed(request, *args, **kwargs): """ First attempts to serve the file from the filesystem, then tries the database. """ name = kwargs.get('name') or kwargs.get('path') document_root = kwargs.get('document_root') document_root = document_root or settings.MEDIA_ROOT try: # First attempt to serve from filesystem. return django_serve(request, name, document_root) except Http404: # Then try serving from database. return serve(request, name)
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Code Review: ❌ Critical issues: Unterminated string literal at line 16 ⚠️ 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 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 40 ✨ Improvements: Add closing quote at line 16
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intermediate
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api
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code_review
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Pythoncode:Python
| 2
| 0
| 1,207
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport base64\nimport mimetypes\nimport os\n\nfrom django.conf import settings\nfrom django.http import Http404, HttpResponse\nfrom django.shortcuts import get_object_or_404\nfrom django.views.decorators.cache import cache_control\nfrom django.views.static import serve as django_serve\n\nfrom database_files.models import File\n\n\n@cache_control(max_age=86400)\ndef serve(request, name):\n \"\"\"\n Retrieves the file from the database.\n \"\"\"\n f = get_object_or_404(File, name=name)\n f.dump()\n mimetype = mimetypes.guess_type(name)[0] or 'application/octet-stream'\n response = HttpResponse(f.content, content_type=mimetype)\n response['Content-Length'] = f.size\n return response\n\n\ndef serve_mixed(request, *args, **kwargs):\n \"\"\"\n First attempts to serve the file from the filesystem,\n then tries the database.\n \"\"\"\n name = kwargs.get('name') or kwargs.get('path')\n document_root = kwargs.get('document_root')\n document_root = document_root or settings.MEDIA_ROOT\n try:\n # First attempt to serve from filesystem.\n return django_serve(request, name, document_root)\n except Http404:\n # Then try serving from database.\n return serve(request, name)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 16\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 40\n\n\u2728 Improvements:\n Add closing quote at line 16"}]
| false
| null | null | null |
16d7e9187801937282012d38f8b28fd55938bd25
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import numpy as np import pandas as pd from abc import ABC class Injector(ABC): """Base class for the injectors of artificial noise. Attributes ---------- rem_indx : :obj:`List` Removed indexes (rows) from the dataset after the filtering. parameters : :obj:`Dict` Parameters used to define the behaviour of the filter. clean_data : :obj:`Sequence` Filtered independent attributes(X) of the dataset. clean_classes : :obj:`Sequence` Filtered target attributes(y) of the dataset. """ def __init__(self, attributes, labels, rate: float = 0.1) -> None: self._new_noise = [] if not isinstance(attributes, pd.DataFrame): self._attrs = pd.DataFrame(attributes) else: self._attrs = attributes if not isinstance(labels, pd.DataFrame): self._labels = pd.DataFrame(labels) else: self._labels = labels self._rate = rate self.verify() self._num_noise = int(self._rate * self._attrs.shape[0]) self._label_types = set(self.labels[0].unique()) @property def labels(self): return self._labels @property def noise_indx(self): return self._new_noise def verify(self) -> None: if min(self._labels.value_counts()) < 2: raise ValueError("Number of examples in the minority class must be >= 2.") if self._attrs.shape[0] != self.labels.shape[0]: raise ValueError("Attributes and classes must have the sime size.") if self._rate < 0 or self._rate > 1: raise ValueError("") def _gen_random(self, seed: int = None): """[summary] Args: seed (int, optional): [description]. Defaults to 123. """ rng = np.random.default_rng(seed) for example in self._new_noise: self._labels.iloc[example] = rng.choice(list(self._label_types - set(self._labels.iloc[example])))
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
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Pythoncode:Python
| 5
| 1
| 2,026
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport numpy as np\nimport pandas as pd\nfrom abc import ABC\n\n\nclass Injector(ABC):\n \"\"\"Base class for the injectors of artificial noise. \n\n Attributes\n ----------\n rem_indx : :obj:`List`\n Removed indexes (rows) from the dataset after the filtering.\n parameters : :obj:`Dict`\n Parameters used to define the behaviour of the filter.\n clean_data : :obj:`Sequence`\n Filtered independent attributes(X) of the dataset.\n clean_classes : :obj:`Sequence`\n Filtered target attributes(y) of the dataset.\n\n \"\"\"\n\n def __init__(self, attributes, labels, rate: float = 0.1) -> None:\n self._new_noise = []\n if not isinstance(attributes, pd.DataFrame):\n self._attrs = pd.DataFrame(attributes)\n else:\n self._attrs = attributes\n\n if not isinstance(labels, pd.DataFrame):\n self._labels = pd.DataFrame(labels)\n else:\n self._labels = labels\n\n self._rate = rate\n self.verify()\n self._num_noise = int(self._rate * self._attrs.shape[0])\n self._label_types = set(self.labels[0].unique())\n \n @property\n def labels(self):\n return self._labels\n \n @property\n def noise_indx(self):\n return self._new_noise\n \n def verify(self) -> None:\n if min(self._labels.value_counts()) < 2:\n raise ValueError(\"Number of examples in the minority class must be >= 2.\")\n \n if self._attrs.shape[0] != self.labels.shape[0]:\n raise ValueError(\"Attributes and classes must have the sime size.\")\n\n if self._rate < 0 or self._rate > 1:\n raise ValueError(\"\") \n \n def _gen_random(self, seed: int = None):\n \"\"\"[summary]\n\n Args:\n seed (int, optional): [description]. Defaults to 123.\n \"\"\"\n rng = np.random.default_rng(seed)\n for example in self._new_noise:\n self._labels.iloc[example] = rng.choice(list(self._label_types - set(self._labels.iloc[example])))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
16d80d08df5b20660db28d091611ed67b6dfa076
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from wtforms import Form, TextField, PasswordField, SelectField, TextAreaField, BooleanField, validators, ValidationError, RadioField import re
|
... [14 more classdefs truncated] ...
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beginner
|
database
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code_completion
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Pythoncode:Python
| 0
| 0
| 191
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom wtforms import Form, TextField, PasswordField, SelectField, TextAreaField, BooleanField, validators, ValidationError, RadioField\nimport re"}, {"role": "assistant", "content": "\n\n\n ... [14 more classdefs truncated] ..."}]
| false
| null | null | null |
16d81711460bcdde5df04988352f117c180dbed8
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # coding: utf-8 '''フロントコントローラを提供する ''' from math import ceil import os from flask import json from flask import Flask from flask import request from flask import send_from_directory from flask import render_template # from json_loader import load_locations # from json_loader import prepare_locations from models import Location # ページ毎のロケ地表示する LOCATION_ITEMS_PER_PAGE = 20 app = Flask(__name__) app.config['GOOGLE_API_KEY'] = os.environ['GOOGLE_API_KEY'] app.config['ROOT'] = (app.config['APPLICATION_ROOT'] if app.config['APPLICATION_ROOT'] else '') @app.route('/static/<path:path>') def send_js(path): return send_from_directory('static', path) @app.route('/') def index(): return render_template('index.html') @app.route('/location') def location(): req_title = request.args.get('title', None) try: req_page = int(request.args.get('page', 1)) except ValueError as e: req_page = 1 query = Location.selectbase() if req_title: query = query.where(Location.title ** '%{}%'.format(req_title)) total_items = query.count() total_pages = ceil(total_items / LOCATION_ITEMS_PER_PAGE) current_page = req_page if req_page <= total_pages else total_pages query = query.paginate(current_page, LOCATION_ITEMS_PER_PAGE) locations = [l.as_dict() for l in query] return json.jsonify({ 'meta': { 'pager_data': { 'totalItems': total_items, 'totalPages': total_pages, 'currentItems': len(locations), 'currentPage': current_page, 'itemsPerPage': LOCATION_ITEMS_PER_PAGE, }, }, 'entities': { 'locations': locations, }, }) @app.route('/movie') def movie(): req_title = request.args.get('title', None) if not req_title: return json.jsonify([]) query = (Location.select(Location.title) .distinct() .where(Location.title ** '%{}%'.format(req_title))) movies = [{'id': index, 'title': l.title} for index, l in enumerate(query)] return json.jsonify(movies)
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Code Review: ❌ Critical issues: Unterminated string literal at line 3 ⚠️ Code quality: Unexpected indentation at line 27 Unexpected indentation at line 43 Unexpected indentation at line 45 Unexpected indentation at line 54 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 86 Unexpected indentation at line 87 Potential division by zero - add validation ✨ Improvements: Add closing quote at line 3 Add docstring to function 'location' Add docstring to function 'movie'
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intermediate
|
api
|
code_review
|
Pythoncode:Python
| 4
| 0
| 2,181
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding: utf-8\n\n'''\u30d5\u30ed\u30f3\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u3092\u63d0\u4f9b\u3059\u308b\n'''\n\nfrom math import ceil\nimport os\n\nfrom flask import json\nfrom flask import Flask\nfrom flask import request\nfrom flask import send_from_directory\nfrom flask import render_template\n\n# from json_loader import load_locations\n# from json_loader import prepare_locations\nfrom models import Location\n\n\n# \u30da\u30fc\u30b8\u6bce\u306e\u30ed\u30b1\u5730\u8868\u793a\u3059\u308b\nLOCATION_ITEMS_PER_PAGE = 20\n\n\napp = Flask(__name__)\napp.config['GOOGLE_API_KEY'] = os.environ['GOOGLE_API_KEY']\napp.config['ROOT'] = (app.config['APPLICATION_ROOT']\n if app.config['APPLICATION_ROOT'] else '')\n\n\n@app.route('/static/<path:path>')\ndef send_js(path):\n return send_from_directory('static', path)\n\n\n@app.route('/')\ndef index():\n return render_template('index.html')\n\n\n@app.route('/location')\ndef location():\n req_title = request.args.get('title', None)\n try:\n req_page = int(request.args.get('page', 1))\n except ValueError as e:\n req_page = 1\n\n query = Location.selectbase()\n\n if req_title:\n query = query.where(Location.title ** '%{}%'.format(req_title))\n\n total_items = query.count()\n total_pages = ceil(total_items / LOCATION_ITEMS_PER_PAGE)\n\n current_page = req_page if req_page <= total_pages else total_pages\n\n query = query.paginate(current_page, LOCATION_ITEMS_PER_PAGE)\n\n locations = [l.as_dict() for l in query]\n\n return json.jsonify({\n 'meta': {\n 'pager_data': {\n 'totalItems': total_items,\n 'totalPages': total_pages,\n 'currentItems': len(locations),\n 'currentPage': current_page,\n 'itemsPerPage': LOCATION_ITEMS_PER_PAGE,\n },\n },\n 'entities': {\n 'locations': locations,\n },\n })\n\n\n@app.route('/movie')\ndef movie():\n req_title = request.args.get('title', None)\n\n if not req_title:\n return json.jsonify([])\n\n query = (Location.select(Location.title)\n .distinct()\n .where(Location.title ** '%{}%'.format(req_title)))\n\n movies = [{'id': index, 'title': l.title} for index, l in enumerate(query)]\n\n return json.jsonify(movies)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 3\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 27\n Unexpected indentation at line 43\n Unexpected indentation at line 45\n Unexpected indentation at line 54\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 86\n Unexpected indentation at line 87\n Potential division by zero - add validation\n\n\u2728 Improvements:\n Add closing quote at line 3\n Add docstring to function 'location'\n Add docstring to function 'movie'"}]
| false
| null | null | null |
16d86786252483bb0df3775ba6255b1dd3edd2a1
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from __future__ import annotations from .base import CorkusBase from enum import Enum class DungeonType(Enum): REMOVED = "REMOVED" """Dungeons that were removed from the game in version ``1.14.1`` like ``Skeleton`` or ``Spider``""" REMOVED_MINI = "REMOVED_MINI" """Minidungeons that were reworked in version ``1.17`` like ``Ice`` or ``Ocean``""" STANDARD = "STANDARD" """Generic dungeons like ``Galleon's Graveyard`` or ``Fallen Factory``""" CORRUPTED = "CORRUPTED" """Harder variant of standard dungeons like ``Corrupted Decrepit Sewers`` or ``Corrupted Sand-Swept Tomb``""" class Dungeon(CorkusBase): """Represents a `Dungeon <https://wynncraft.fandom.com/wiki/Dungeons>`_ completed by a :py:class:`Player`""" @property def name(self) -> str: """Name of the dungeon like ``Decrepit Sewers``, ``Galleon's Graveyard`` or ``Fallen Factory``.""" return self._attributes.get("name", "") @property def type(self) -> DungeonType: """Type of the dungeon.""" if self.name.startswith("Corrupted"): return DungeonType.CORRUPTED elif self.name in ( "Zombie", "Animal", "Skeleton", "Spider", "Silverfish",): return DungeonType.REMOVED elif self.name in ( "Jungle",
|
"Ice", "Ocean"): return DungeonType.REMOVED_MINI elif self.name in ( "Decrepit Sewers", "Infested Pit", "Ice Barrows", "Lost Sanctuary", "Sand-Swept Tomb", "Underworld Crypt", "Undergrowth Ruins", "Eldritch Outlook", "Galleon's Graveyard", "Fallen Factory"): return DungeonType.STANDARD else: raise ValueError(f"Invalid dungeon: {self.name}") @property def completed(self) -> int: """Total runs completed by the player. Failed runs are not counted.""" return self._attributes.get("completed", 0) def __repr__(self) -> str: return f"<Dungeon name={self.name!r} completed={self.completed}>"
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advanced
|
api
|
code_completion
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Pythoncode:Python
| 4
| 2
| 2,180
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom __future__ import annotations\nfrom .base import CorkusBase\nfrom enum import Enum\n\nclass DungeonType(Enum):\n REMOVED = \"REMOVED\"\n \"\"\"Dungeons that were removed from the game in version ``1.14.1`` like ``Skeleton`` or ``Spider``\"\"\"\n\n REMOVED_MINI = \"REMOVED_MINI\"\n \"\"\"Minidungeons that were reworked in version ``1.17`` like ``Ice`` or ``Ocean``\"\"\"\n\n STANDARD = \"STANDARD\"\n \"\"\"Generic dungeons like ``Galleon's Graveyard`` or ``Fallen Factory``\"\"\"\n\n CORRUPTED = \"CORRUPTED\"\n \"\"\"Harder variant of standard dungeons like ``Corrupted Decrepit Sewers`` or ``Corrupted Sand-Swept Tomb``\"\"\"\n\nclass Dungeon(CorkusBase):\n \"\"\"Represents a `Dungeon <https://wynncraft.fandom.com/wiki/Dungeons>`_ completed by a :py:class:`Player`\"\"\"\n @property\n def name(self) -> str:\n \"\"\"Name of the dungeon like ``Decrepit Sewers``, ``Galleon's Graveyard`` or ``Fallen Factory``.\"\"\"\n return self._attributes.get(\"name\", \"\")\n\n @property\n def type(self) -> DungeonType:\n \"\"\"Type of the dungeon.\"\"\"\n if self.name.startswith(\"Corrupted\"):\n return DungeonType.CORRUPTED\n elif self.name in (\n \"Zombie\",\n \"Animal\",\n \"Skeleton\",\n \"Spider\",\n \"Silverfish\",):\n return DungeonType.REMOVED\n elif self.name in (\n \"Jungle\","}, {"role": "assistant", "content": "\n \"Ice\",\n \"Ocean\"):\n return DungeonType.REMOVED_MINI\n elif self.name in (\n \"Decrepit Sewers\",\n \"Infested Pit\",\n \"Ice Barrows\",\n \"Lost Sanctuary\",\n \"Sand-Swept Tomb\",\n \"Underworld Crypt\",\n \"Undergrowth Ruins\",\n \"Eldritch Outlook\",\n \"Galleon's Graveyard\",\n \"Fallen Factory\"):\n return DungeonType.STANDARD\n else:\n raise ValueError(f\"Invalid dungeon: {self.name}\")\n\n @property\n def completed(self) -> int:\n \"\"\"Total runs completed by the player. Failed runs are not counted.\"\"\"\n return self._attributes.get(\"completed\", 0)\n\n def __repr__(self) -> str:\n return f\"<Dungeon name={self.name!r} completed={self.completed}>\""}]
| false
| null | null | null |
16d86a94620baf9944e6bd338662eefcd3ab573e
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import pybrisk class Brisk: def __init__(self, thresh=60, octaves=4): self.thresh = thresh self.octaves = octaves self.descriptor_extractor = pybrisk.create() def __del__(self): pybrisk.destroy(self.descriptor_extractor) def detect(self, img): return pybrisk.detect(self.descriptor_extractor, img, self.thresh, self.octaves) def compute(self, img, keypoints): return pybrisk.compute(self.descriptor_extractor, img, keypoints)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
oop
|
refactoring
|
Pythoncode:Python
| 4
| 1
| 527
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\nimport pybrisk\n\nclass Brisk:\n def __init__(self, thresh=60, octaves=4):\n self.thresh = thresh\n self.octaves = octaves\n self.descriptor_extractor = pybrisk.create()\n\n def __del__(self):\n pybrisk.destroy(self.descriptor_extractor)\n\n def detect(self, img):\n return pybrisk.detect(self.descriptor_extractor,\n img, self.thresh, self.octaves)\n\n def compute(self, img, keypoints):\n return pybrisk.compute(self.descriptor_extractor,\n img, keypoints)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
16d935b63ca1c52fcdad82da9c168df67d096ff5
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import serial import serial.tools.list_ports from hale_hub.constants import STARTING_OUTLET_COMMAND, SERIAL_BAUD_RATE, SERIAL_TIMEOUT from hale_hub.ifttt_logger import send_ifttt_log class _Outlet: def __init__(self, name): self.state = 0 self.name = name class _OutletInterface: def __init__(self): self.outlets = [_Outlet('Outlet 0'), _Outlet('Outlet 1'), _Outlet('Outlet 2')] self.serial_interface = None self.serial_interface_string = None def set_outlet_name(self, name, outlet_id): if outlet_id < len(self.outlets): self.outlets[outlet_id].name = name def set_serial_interface(self, serial_interface_string): try: print('Setting serial interface with description: {}'.format(serial_interface_string)) self.serial_interface_string = serial_interface_string ports = [p.device for p in serial.tools.list_ports.comports() if self.serial_interface_string in p.description] self.serial_interface = serial.Serial(ports[0], SERIAL_BAUD_RATE, timeout=SERIAL_TIMEOUT) except IndexError: send_ifttt_log(__name__, 'No serial ports could be upon!') def _send_outlet_command(self, outlet_id, outlet_state): try: print('Changing outlet {0} to {1} state'.format(outlet_id, outlet_state)) command = bytearray([STARTING_OUTLET_COMMAND + (outlet_id << 1) + outlet_state]) print('Writing {0} to serial'.format(command)) self.serial_interface.write(command) except (serial.SerialException, AttributeError): send_ifttt_log(__name__, 'No serial bytes could be written') if self.serial_interface.is_open(): self.serial_interface.close() self.set_serial_interface(self.serial_interface_string) def toggle_outlet(self, outlet_id): if outlet_id < len(self.outlets): self.outlets[outlet_id].state ^= 1 self._send_outlet_command(outlet_id, self.outlets[outlet_id].state) def turn_on_outlet(self, outlet_id): if outlet_id < len(self.outlets): self.outlets[outlet_id.state = 1 self._send_outlet_command(outlet_id, self.outlets[outlet_id].state) def turn_off_outlet(self, outlet_id): if outlet_id < len(self.outlets): self.outlets[outlet_id].state = 0 self._send_outlet_command(outlet_id, self.outlets[outlet_id].state) def get_outlets(self): return self.outlets _outlet_interface = _OutletInterface() set_outlet_serial_interface = _outlet_interface.set_serial_interface toggle_outlet = _outlet_interface.toggle_outlet turn_on_outlet = _outlet_interface.turn_on_outlet turn_off_outlet = _outlet_interface.turn_off_outlet get_outlets = _outlet_interface.get_outlets set_outlet_name = _outlet_interface.set_outlet_name
|
Syntax Analysis: Syntax Errors Found: • Unclosed '[' at line 51 - expected ']' • SyntaxError: '[' was never closed at line 51 Fixes: • Add closing ']' bracket • Review code syntax
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advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 9
| 2
| 2,896
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport serial\nimport serial.tools.list_ports\nfrom hale_hub.constants import STARTING_OUTLET_COMMAND, SERIAL_BAUD_RATE, SERIAL_TIMEOUT\nfrom hale_hub.ifttt_logger import send_ifttt_log\n\n\nclass _Outlet:\n def __init__(self, name):\n self.state = 0\n self.name = name\n\n\nclass _OutletInterface:\n def __init__(self):\n self.outlets = [_Outlet('Outlet 0'), _Outlet('Outlet 1'), _Outlet('Outlet 2')]\n self.serial_interface = None\n self.serial_interface_string = None\n\n def set_outlet_name(self, name, outlet_id):\n if outlet_id < len(self.outlets):\n self.outlets[outlet_id].name = name\n\n def set_serial_interface(self, serial_interface_string):\n try:\n print('Setting serial interface with description: {}'.format(serial_interface_string))\n self.serial_interface_string = serial_interface_string\n ports = [p.device for p in serial.tools.list_ports.comports() if self.serial_interface_string in p.description]\n self.serial_interface = serial.Serial(ports[0], SERIAL_BAUD_RATE, timeout=SERIAL_TIMEOUT)\n except IndexError:\n send_ifttt_log(__name__, 'No serial ports could be upon!')\n\n def _send_outlet_command(self, outlet_id, outlet_state):\n try:\n print('Changing outlet {0} to {1} state'.format(outlet_id, outlet_state))\n command = bytearray([STARTING_OUTLET_COMMAND + (outlet_id << 1) + outlet_state])\n print('Writing {0} to serial'.format(command))\n self.serial_interface.write(command)\n except (serial.SerialException, AttributeError):\n send_ifttt_log(__name__, 'No serial bytes could be written')\n if self.serial_interface.is_open():\n self.serial_interface.close()\n self.set_serial_interface(self.serial_interface_string)\n\n def toggle_outlet(self, outlet_id):\n if outlet_id < len(self.outlets):\n self.outlets[outlet_id].state ^= 1\n self._send_outlet_command(outlet_id, self.outlets[outlet_id].state)\n\n def turn_on_outlet(self, outlet_id):\n if outlet_id < len(self.outlets):\n self.outlets[outlet_id.state = 1\n self._send_outlet_command(outlet_id, self.outlets[outlet_id].state)\n\n def turn_off_outlet(self, outlet_id):\n if outlet_id < len(self.outlets):\n self.outlets[outlet_id].state = 0\n self._send_outlet_command(outlet_id, self.outlets[outlet_id].state)\n\n def get_outlets(self):\n return self.outlets\n\n\n_outlet_interface = _OutletInterface()\nset_outlet_serial_interface = _outlet_interface.set_serial_interface\ntoggle_outlet = _outlet_interface.toggle_outlet\nturn_on_outlet = _outlet_interface.turn_on_outlet\nturn_off_outlet = _outlet_interface.turn_off_outlet\nget_outlets = _outlet_interface.get_outlets\nset_outlet_name = _outlet_interface.set_outlet_name"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '[' at line 51 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 51\n\n Fixes:\n \u2022 Add closing ']' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
16dc5aa7f7c7413a9e340c8bb600ebd849d60e67
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- import numpy as np def remove_nan(xyzs): return xyzs[~np.isnan(xyzs).any(axis = 1)] def measure_twocores(core_xyz_ref, core_xyz_tar): ''' Measure the following aspects of two helical cores. - Interhelical distance vector between the centers. - Interhelical angle (0-90 degree) ''' # Obtain the centers... center_ref = np.nanmean(core_xyz_ref, axis = 0) center_tar = np.nanmean(core_xyz_tar, axis = 0) # Construct the interhelical distance vector... ih_dvec = center_tar - center_ref # Calculate the length of interhelical distance vector... norm_ih_dvec = np.linalg.norm(ih_dvec) # Obtain the helical core vectors... core_xyz_ref_nonan = remove_nan(core_xyz_ref) core_x ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: core_vec_ref = core_xyz_ref_nonan[-1] - core_xyz_ref_nonan[0] core_vec_tar = core_xyz_tar_nonan[-1] - core_xyz_tar_nonan[0] # Calculate the interhelical angle... core_vec_ref_unit = core_vec_ref / np.linalg.norm(core_vec_ref)
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intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 3
| 0
| 788
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\nimport numpy as np\n\n\ndef remove_nan(xyzs): return xyzs[~np.isnan(xyzs).any(axis = 1)]\n\n\ndef measure_twocores(core_xyz_ref, core_xyz_tar):\n ''' Measure the following aspects of two helical cores.\n - Interhelical distance vector between the centers.\n - Interhelical angle (0-90 degree)\n '''\n # Obtain the centers...\n center_ref = np.nanmean(core_xyz_ref, axis = 0)\n center_tar = np.nanmean(core_xyz_tar, axis = 0)\n\n # Construct the interhelical distance vector...\n ih_dvec = center_tar - center_ref\n\n # Calculate the length of interhelical distance vector...\n norm_ih_dvec = np.linalg.norm(ih_dvec)\n\n # Obtain the helical core vectors...\n core_xyz_ref_nonan = remove_nan(core_xyz_ref)\n core_x\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 core_vec_ref = core_xyz_ref_nonan[-1] - core_xyz_ref_nonan[0]\n core_vec_tar = core_xyz_tar_nonan[-1] - core_xyz_tar_nonan[0]\n\n # Calculate the interhelical angle...\n core_vec_ref_unit = core_vec_ref / np.linalg.norm(core_vec_ref)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
16dcdf8ea3ba055a8650580e31092f4149c84a27
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from typing import List with open("dane/liczby.txt") as f: nums: List[int] = [] nums_9_chars: List[int] = [] for line in f: sline = line.strip() num = int(sline, 2) if len(sline) == 9: nums_9_chars.append(num) nums.append(num) count_even = 0 max_num = 0 for num in nums: if num % 2 == 0: count_even += 1 if num > max_num: max_num = num print(f"{count_even=}") print(f"max_num(10): {max_num}, max_num(2): {bin(max_num)[2:]}") sum_9_chars = 0 for num in nums_9_chars: sum_9_chars += num print(f"count of numbers with 9 digits: {len(nums_9_chars)}, their sum: {bin(sum_9_chars)[2:]}")
|
Syntax Analysis: Fixes: • Remove debug print() at line 25 before production • Remove debug print() at line 26 before production • Remove debug print() at line 32 before production
|
intermediate
|
general
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 675
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom typing import List\n\nwith open(\"dane/liczby.txt\") as f:\n nums: List[int] = []\n nums_9_chars: List[int] = []\n for line in f:\n sline = line.strip()\n num = int(sline, 2)\n\n if len(sline) == 9:\n nums_9_chars.append(num)\n\n nums.append(num)\n\ncount_even = 0\nmax_num = 0\n\nfor num in nums:\n if num % 2 == 0:\n count_even += 1\n\n if num > max_num:\n max_num = num\n\nprint(f\"{count_even=}\")\nprint(f\"max_num(10): {max_num}, max_num(2): {bin(max_num)[2:]}\")\n\nsum_9_chars = 0\nfor num in nums_9_chars:\n sum_9_chars += num\n\nprint(f\"count of numbers with 9 digits: {len(nums_9_chars)}, their sum: {bin(sum_9_chars)[2:]}\")"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Remove debug print() at line 25 before production\n \u2022 Remove debug print() at line 26 before production\n \u2022 Remove debug print() at line 32 before production"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
16dd18d4c9d6b529392f25ddf3a0704445995def
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: def fib(n): if n < 2: return n else: return fib(n-1) + fib(n-2) def fib_fast(n): from math import sqrt s5 = sqrt(5) x = (1 + s5) ** n y = (1 - s5) ** n return int((x - y)/(s5 * 2**n)) def print_fib(n): for i in range(n): ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: print for i in range(n): print fib_fast(i),
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 4
| 0
| 283
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\ndef fib(n):\n if n < 2:\n return n\n else:\n return fib(n-1) + fib(n-2)\n\n\ndef fib_fast(n):\n from math import sqrt\n s5 = sqrt(5)\n x = (1 + s5) ** n\n y = (1 - s5) ** n\n return int((x - y)/(s5 * 2**n))\n \n\ndef print_fib(n):\n for i in range(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 print\n for i in range(n):\n print fib_fast(i),"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
16de03e641bb707c0257c647f4e57b0375e2b543
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os from typing import List from src.model.Etape import Etape from src.model.Grille import Grille from src.model.ItemCase import ItemCase from src.model.PointMontage import PointMontage from src.model.Rob
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Invalid syntax at line 8: from src.model.Rob Fix: Complete the truncated code structure
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advanced
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database
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error_detection
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Pythoncode:Python
| 1
| 1
| 211
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nfrom typing import List\n\nfrom src.model.Etape import Etape\nfrom src.model.Grille import Grille\nfrom src.model.ItemCase import ItemCase\nfrom src.model.PointMontage import PointMontage\nfrom src.model.Rob"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Invalid syntax at line 8: from src.model.Rob\n\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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16de052924f6b7a0503a267b4aaeda1587303cff
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import os import sys import time import traceback import project1_Copy as p1 import numpy as np def green(s): return '\033[1;32m%s\033[m' % s def yellow(s): return '\033[1;33m%s\033[m' % s def red(s): return '\033[1;31m%s\033[m' % s def log(*m): print(" ".join(map(str, m))) def log_exit(*m): log(red("ERROR:"), *m) exit(1) def check_real(ex_name, f, exp_res, *args): try: res = f(*args) except NotImplementedError: log(red("FAIL"), ex_name, ": not implemented") return True if not np.isreal(res): log(red("FAIL"), ex_name, ": does not return a real number, type: ", type(res)) return True if res != exp_res: log(red("FAIL"), ex_name, ": incorrect answer. Expected", exp_res, ", got: ", res) return True def equals(x, y): if type(y) == np.ndarray: return (x == y).all() return x == y def check_tuple(ex_name, f, exp_res, *args, **kwargs): try: res = f(*args, **kwargs) except NotImplementedError: log(red("FAIL"), ex_name, ": not implemented") return True if not type(res) == tuple: log(red("FAIL"), ex_name, ": does not return a tuple, type: ", type(res)) return True if not len(res) == len(exp_res): log(red("FAIL"), ex_name, ": expected a tuple of size ", len(exp_res), " but got tuple of size", len(res)) return True if not all(equals(x, y) for x, y in zip(res, exp_res)): log(red("FAIL"), ex_name, ": incorrect answer. Expected", exp_res, ", got: ", res) return True def check_array(ex_name, f, exp_res, *args): try: res = f(*args) except NotImplementedError: log(red("FAIL"), ex_name, ": not implemented") return True if not type(res) == np.ndarray: log(red("FAIL"), ex_name, ": does not return a numpy array, type: ", type(res)) return True if not len(res) == len(exp_res): log(red("FAIL"), ex_name, ": expected an array of shape ", exp_res.shape, " but got array of shape", res.shape) return True if not all(equals(x, y) for x, y in zip(res, exp_res)): log(red("FAIL"), ex_name, ": incorrect answer. Expected", exp_res, ", got: ", res) return True def check_list(ex_name, f, exp_res, *args): try: res = f(*args) except NotImplementedError: log(red("FAIL"), ex_name, ": not implemented") return True if not type(res) == list: log(red("FAIL"), ex_name, ": does not return a list, type: ", type(res)) return True if not len(res) == len(exp_res): log(red("FAIL"), ex_name, ": expected a list of size ", len(exp_res), " but got list of size", len(res)) return True if not all(equals(x, y) for x, y in zip(res, exp_res)): log(red("FAIL"), ex_name, ": incorrect answer. Expected", exp_res, ", got: ", res) return True ... [13 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unclosed '[' at line 12 - expected ']' Unclosed '[' at line 15 - expected ']' Unclosed '[' at line 15 - expected ']' Invalid syntax at line 94: ... [13 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 22 Unexpected indentation at line 28 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 36 Unexpected indentation at line 42 Unexpected indentation at line 47 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 58 Unexpected indentation at line 63 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 74 Unexpected indentation at line 79 Unexpected indentation at line 81 Unexpected indentation at line 82 Unexpected indentation at line 84 Unexpected indentation at line 85 Unexpected indentation at line 87 Unexpected indentation at line 88 Unexpected indentation at line 90 ✨ Improvements: Complete the expression on the last line Add closing ']' bracket Add closing ']' bracket Add closing ']' bracket Review syntax near the error location
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advanced
|
machine_learning
|
code_review
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Pythoncode:Python
| 10
| 0
| 2,969
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os\nimport sys\nimport time\nimport traceback\nimport project1_Copy as p1\nimport numpy as np\n\ndef green(s):\n return '\\033[1;32m%s\\033[m' % s\n\ndef yellow(s):\n return '\\033[1;33m%s\\033[m' % s\n\ndef red(s):\n return '\\033[1;31m%s\\033[m' % s\n\ndef log(*m):\n print(\" \".join(map(str, m)))\n\ndef log_exit(*m):\n log(red(\"ERROR:\"), *m)\n exit(1)\n\n\ndef check_real(ex_name, f, exp_res, *args):\n try:\n res = f(*args)\n except NotImplementedError:\n log(red(\"FAIL\"), ex_name, \": not implemented\")\n return True\n if not np.isreal(res):\n log(red(\"FAIL\"), ex_name, \": does not return a real number, type: \", type(res))\n return True\n if res != exp_res:\n log(red(\"FAIL\"), ex_name, \": incorrect answer. Expected\", exp_res, \", got: \", res)\n return True\n\n\ndef equals(x, y):\n if type(y) == np.ndarray:\n return (x == y).all()\n return x == y\n\ndef check_tuple(ex_name, f, exp_res, *args, **kwargs):\n try:\n res = f(*args, **kwargs)\n except NotImplementedError:\n log(red(\"FAIL\"), ex_name, \": not implemented\")\n return True\n if not type(res) == tuple:\n log(red(\"FAIL\"), ex_name, \": does not return a tuple, type: \", type(res))\n return True\n if not len(res) == len(exp_res):\n log(red(\"FAIL\"), ex_name, \": expected a tuple of size \", len(exp_res), \" but got tuple of size\", len(res))\n return True\n if not all(equals(x, y) for x, y in zip(res, exp_res)):\n log(red(\"FAIL\"), ex_name, \": incorrect answer. Expected\", exp_res, \", got: \", res)\n return True\n\ndef check_array(ex_name, f, exp_res, *args):\n try:\n res = f(*args)\n except NotImplementedError:\n log(red(\"FAIL\"), ex_name, \": not implemented\")\n return True\n if not type(res) == np.ndarray:\n log(red(\"FAIL\"), ex_name, \": does not return a numpy array, type: \", type(res))\n return True\n if not len(res) == len(exp_res):\n log(red(\"FAIL\"), ex_name, \": expected an array of shape \", exp_res.shape, \" but got array of shape\", res.shape)\n return True\n if not all(equals(x, y) for x, y in zip(res, exp_res)):\n log(red(\"FAIL\"), ex_name, \": incorrect answer. Expected\", exp_res, \", got: \", res)\n return True\n\ndef check_list(ex_name, f, exp_res, *args):\n try:\n res = f(*args)\n except NotImplementedError:\n log(red(\"FAIL\"), ex_name, \": not implemented\")\n return True\n if not type(res) == list:\n log(red(\"FAIL\"), ex_name, \": does not return a list, type: \", type(res))\n return True\n if not len(res) == len(exp_res):\n log(red(\"FAIL\"), ex_name, \": expected a list of size \", len(exp_res), \" but got list of size\", len(res))\n return True\n if not all(equals(x, y) for x, y in zip(res, exp_res)):\n log(red(\"FAIL\"), ex_name, \": incorrect answer. Expected\", exp_res, \", got: \", res)\n return True\n\n\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unclosed '[' at line 12 - expected ']'\n Unclosed '[' at line 15 - expected ']'\n Unclosed '[' at line 15 - expected ']'\n Invalid syntax at line 94: ... [13 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 22\n Unexpected indentation at line 28\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 36\n Unexpected indentation at line 42\n Unexpected indentation at line 47\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 58\n Unexpected indentation at line 63\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 74\n Unexpected indentation at line 79\n Unexpected indentation at line 81\n Unexpected indentation at line 82\n Unexpected indentation at line 84\n Unexpected indentation at line 85\n Unexpected indentation at line 87\n Unexpected indentation at line 88\n Unexpected indentation at line 90\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing ']' bracket\n Add closing ']' bracket\n Add closing ']' bracket\n Review syntax near the error location"}]
| false
| null | null | null |
16df196ac8b1d19487d9f38ab432516956acf44f
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: """ Unit tests for module `homework_1.tasks.task_3`. """ from tempfile import NamedTemporaryFile from typing import Tuple import pytest from homework_1.tasks.task_3 import find_maximum_and_minimum @pytest.mark.parametrize( ["file_content", "expected_result"], [ pytest.param( "0\n", (0, 0), id="'0\n', result is (0, 0).", ), pytest.param( "1\n2\n3\n4\n5\n", (1, 5), id="'1\n2\n3\n4\n5\n', result is (1, 5).", ), pytest.param( "1\n-2\n3\n-4\n5\n-6\n7\n-8\n9\n-10\n11\n-12\n", (-12, 11), id="'1\n-2\n3\n-4\n5\n-6\n7\n-8\n9\n-10\n11\n-12\n', result: (11,-12).", ), pytest.param( "11\n-12\n3\n-4\n5\n-6\n7\n-8\n9\n-10\n1\n-2\n", (-12, 11), id="'11\n-12\n3\n-4\n5\n-6\n7\n-8\n9\n-10\n1\n-2\n', result: (11,-12).", ), pytest.param( "\n".join(str(num) for num in range(0, 667000)), (0, 666999), id="Integers from 0 to 666999 delimited by '\n'.", ), ], ) def test_find_maximum_and_minimum(file_content: str, expected_result: Tuple[int, int]): """ Mocks file using `NamedTemporaryFile` instance with writed `file_content` inside, where `file_name` == `file.name`. Passes test if `find_maximum_and_minimum`(`file.name`) is equal to `expected_result`. """ with NamedTemporaryFile(mode="wt") as file: file.write(file_content) file.seek(0) assert find_maximum_and_minimum(file.name) == expected_result
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Code Review: ❌ Critical issues: Unterminated string literal at line 1 ⚠️ Code quality: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 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 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 53 Unexpected indentation at line 54 ✨ Improvements: Add closing quote at line 1
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intermediate
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testing
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code_review
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Pythoncode:Python
| 1
| 0
| 1,619
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\nUnit tests for module `homework_1.tasks.task_3`.\n\"\"\"\n\nfrom tempfile import NamedTemporaryFile\nfrom typing import Tuple\n\nimport pytest\n\nfrom homework_1.tasks.task_3 import find_maximum_and_minimum\n\n\n@pytest.mark.parametrize(\n [\"file_content\", \"expected_result\"],\n [\n pytest.param(\n \"0\\n\",\n (0, 0),\n id=\"'0\\n', result is (0, 0).\",\n ),\n pytest.param(\n \"1\\n2\\n3\\n4\\n5\\n\",\n (1, 5),\n id=\"'1\\n2\\n3\\n4\\n5\\n', result is (1, 5).\",\n ),\n pytest.param(\n \"1\\n-2\\n3\\n-4\\n5\\n-6\\n7\\n-8\\n9\\n-10\\n11\\n-12\\n\",\n (-12, 11),\n id=\"'1\\n-2\\n3\\n-4\\n5\\n-6\\n7\\n-8\\n9\\n-10\\n11\\n-12\\n', result: (11,-12).\",\n ),\n pytest.param(\n \"11\\n-12\\n3\\n-4\\n5\\n-6\\n7\\n-8\\n9\\n-10\\n1\\n-2\\n\",\n (-12, 11),\n id=\"'11\\n-12\\n3\\n-4\\n5\\n-6\\n7\\n-8\\n9\\n-10\\n1\\n-2\\n', result: (11,-12).\",\n ),\n pytest.param(\n \"\\n\".join(str(num) for num in range(0, 667000)),\n (0, 666999),\n id=\"Integers from 0 to 666999 delimited by '\\n'.\",\n ),\n ],\n)\ndef test_find_maximum_and_minimum(file_content: str, expected_result: Tuple[int, int]):\n \"\"\"\n Mocks file using `NamedTemporaryFile` instance with writed\n `file_content` inside, where `file_name` == `file.name`.\n\n Passes test if `find_maximum_and_minimum`(`file.name`)\n is equal to `expected_result`.\n \"\"\"\n with NamedTemporaryFile(mode=\"wt\") as file:\n file.write(file_content)\n file.seek(0)\n assert find_maximum_and_minimum(file.name) == expected_result"}, {"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 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n\n\u2728 Improvements:\n Add closing quote at line 1"}]
| false
| null | null | null |
16e1f96bcb5b1ba1faf14b289b7309040c63b043
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: # coding=utf-8 # *** WARNING: this file was generated by the Pulumi SDK Generator. *** # *** Do not edit by hand unless you're certain you know what you are doing! *** import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from ... import _utilities from . import outputs from ._enums import * class BlobContainerArgs: def __init__(__self__, *, account_name: pulumi.Input[str], resource_group_name: pulumi.Input[str], container_name: Optional[pulumi.Input[str]] = None, metadata: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, public_access: Optional[pulumi.Input['PublicAccess']] = None): """ The set of arguments for constructing a BlobContainer resource. :param pulumi.Input[str] account_name: The name of the storage account within the specified resource group. Storage account names must be between 3 and 24 characters in length and use numbers and lower-case letters only. :param pulumi.Input[str] resource_group_name: The name of the resource group within the user's subscription. The name is case insensitive. :param pulumi.Input[str] container_name: The name of the blob container within the specified storage account. Blob container names must be between 3 and 63 characters in length and use numbers, lower-case letters and dash (-) only. Every dash (-) character must be immediately preceded and followed by a letter or number. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] metadata: A name-value pair to associate with the container as metadata. :param pulumi.Input['PublicAccess'] public_access: Specifies whether data in the container may be accessed publicly and the level of access. """ # Complete this line pulumi.set(__self__, "resource_group_name", resource_group_name) if container_name is not None: pulumi.set(__self__, "container_name", container_name) if metadata is not None: pulumi.set(__self__, "metadata", metadata) if public_access is not None: pulumi.set(__self__, "public_access", public_access) @property @pulumi.getter(name="accountName") def account_name(self) -> pulumi.Input[str]: """ The name of the storage account within the specified resource group. Storage account names must be between 3 and 24 characters in length and use numbers and lower-case letters only. """ return pulumi.get(self, "account_name") @account_name.setter def account_name(self, value: pulumi.Input[str]): pulumi.set(self, "account_name", value) @property @pulumi.getter(name="resourceGroupName") ... [27 more functiondefs truncated] ...
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The missing line is: pulumi.set(__self__, "account_name", account_name)
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advanced
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machine_learning
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fill_in_the_blank
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Pythoncode:Python
| 3
| 1
| 2,879
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# coding=utf-8\n# *** WARNING: this file was generated by the Pulumi SDK Generator. ***\n# *** Do not edit by hand unless you're certain you know what you are doing! ***\n\nimport warnings\nimport pulumi\nimport pulumi.runtime\nfrom typing import Any, Mapping, Optional, Sequence, Union, overload\nfrom ... import _utilities\nfrom . import outputs\nfrom ._enums import *\n\nclass BlobContainerArgs:\n def __init__(__self__, *,\n account_name: pulumi.Input[str],\n resource_group_name: pulumi.Input[str],\n container_name: Optional[pulumi.Input[str]] = None,\n metadata: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None,\n public_access: Optional[pulumi.Input['PublicAccess']] = None):\n \"\"\"\n The set of arguments for constructing a BlobContainer resource.\n :param pulumi.Input[str] account_name: The name of the storage account within the specified resource group. Storage account names must be between 3 and 24 characters in length and use numbers and lower-case letters only.\n :param pulumi.Input[str] resource_group_name: The name of the resource group within the user's subscription. The name is case insensitive.\n :param pulumi.Input[str] container_name: The name of the blob container within the specified storage account. Blob container names must be between 3 and 63 characters in length and use numbers, lower-case letters and dash (-) only. Every dash (-) character must be immediately preceded and followed by a letter or number.\n :param pulumi.Input[Mapping[str, pulumi.Input[str]]] metadata: A name-value pair to associate with the container as metadata.\n :param pulumi.Input['PublicAccess'] public_access: Specifies whether data in the container may be accessed publicly and the level of access.\n \"\"\"\n # Complete this line\n pulumi.set(__self__, \"resource_group_name\", resource_group_name)\n if container_name is not None:\n pulumi.set(__self__, \"container_name\", container_name)\n if metadata is not None:\n pulumi.set(__self__, \"metadata\", metadata)\n if public_access is not None:\n pulumi.set(__self__, \"public_access\", public_access)\n\n @property\n @pulumi.getter(name=\"accountName\")\n def account_name(self) -> pulumi.Input[str]:\n \"\"\"\n The name of the storage account within the specified resource group. Storage account names must be between 3 and 24 characters in length and use numbers and lower-case letters only.\n \"\"\"\n return pulumi.get(self, \"account_name\")\n\n @account_name.setter\n def account_name(self, value: pulumi.Input[str]):\n pulumi.set(self, \"account_name\", value)\n\n @property\n @pulumi.getter(name=\"resourceGroupName\")\n\n ... [27 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n pulumi.set(__self__, \"account_name\", account_name)"}]
| false
| null | null | null |
16e3d9c0e2f0128dd26f1a69eb5d1f88d973387a
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: # coding:utf-8 import app.admin.views.star import app.admin.views.book import app.admin.views.user import app.admin.views.site
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Syntax Analysis:
|
beginner
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ui
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syntax_repair
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Pythoncode:Python
| 0
| 0
| 128
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# coding:utf-8\n\nimport app.admin.views.star\nimport app.admin.views.book\nimport app.admin.views.user\nimport app.admin.views.site"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
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syntax
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BROKEN_INDENTATION
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MEDIUM
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16e4af35a62847ccd702cb32c6b8a27f27bee59d
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import os import chainer import chainer.links as L from net import SiameseNetwork import numpy as np import matplotlib.pyplot as plt # 訓練済みモデルをロード model = SiameseNetwork() chainer.serializers.load_npz(os.path.join('result', 'model.npz'), model) # テストデータをロード _, test = chainer.datasets.get_mnist(ndim=3) test_data, test_label = test._datasets # テストデータを学習した低次元空間（2次元）に写像 y = model.forward_once(test_data) feat = y.data # ラベルごとに描画 c = ['#ff0000', '#ffff00', '#00ff00', '#00ffff', '#0000ff', '#ff00ff', '#990000', '#999900', '#009900', '#009999'] # 各ラベルごとに異なる色でプロット # 同じクラス内のインスタンスが近くに集まり、 # 異なるクラスのインスタンスが離れていれば成功 for i in range(10): f = feat[np.where(test_label == i)] plt.plot(f[:, 0], f[:, 1], '.', c=c[i]) plt.legend(['0', '1', '2', '3', '4', '5', '6', '7', '8', '9']) plt.savefig(os.path.join('result', 'result.png'))
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 24 Unexpected indentation at line 31
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intermediate
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testing
|
debugging
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Pythoncode:Python
| 0
| 0
| 840
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\n\nimport chainer\nimport chainer.links as L\nfrom net import SiameseNetwork\n\nimport numpy as np\nimport matplotlib.pyplot as plt\n\n# \u8a13\u7df4\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u30ed\u30fc\u30c9\nmodel = SiameseNetwork()\nchainer.serializers.load_npz(os.path.join('result', 'model.npz'), model)\n\n# \u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\n_, test = chainer.datasets.get_mnist(ndim=3)\ntest_data, test_label = test._datasets\n\n# \u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3057\u305f\u4f4e\u6b21\u5143\u7a7a\u9593\uff082\u6b21\u5143\uff09\u306b\u5199\u50cf\ny = model.forward_once(test_data)\nfeat = y.data\n\n# \u30e9\u30d9\u30eb\u3054\u3068\u306b\u63cf\u753b\nc = ['#ff0000', '#ffff00', '#00ff00', '#00ffff', '#0000ff',\n '#ff00ff', '#990000', '#999900', '#009900', '#009999']\n\n# \u5404\u30e9\u30d9\u30eb\u3054\u3068\u306b\u7570\u306a\u308b\u8272\u3067\u30d7\u30ed\u30c3\u30c8\n# \u540c\u3058\u30af\u30e9\u30b9\u5185\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\u8fd1\u304f\u306b\u96c6\u307e\u308a\u3001\n# \u7570\u306a\u308b\u30af\u30e9\u30b9\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\u96e2\u308c\u3066\u3044\u308c\u3070\u6210\u529f\nfor i in range(10):\n f = feat[np.where(test_label == i)]\n plt.plot(f[:, 0], f[:, 1], '.', c=c[i])\nplt.legend(['0', '1', '2', '3', '4', '5', '6', '7', '8', '9'])\nplt.savefig(os.path.join('result', 'result.png'))"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 24\n Unexpected indentation at line 31"}]
| false
| null | null | null |
16e4dfbf8bd61eccd8ee52165a28c0666d169326
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from random import randrange, random from time import time import logging from TwisterTempoGUI import TwisterTempoGUI class TwoFeetTempoMove(object): COLORS_ALPHA = {0: 'RED', 1: 'BLUE', 2: 'YELLOW', 3: 'GREEN'} COLORS_RGB = {0: (255, 0, 0), 1: (0, 0, 255), 2: (255, 255, 0), 3: (0, 255, 0)} FOOT_CHANGE_PERC = 0.3 FOOT_ON_AIR_PERC = 0.08 FEET_ON_SAME_CIRCLE_PERC = 0.05 def __init__(self, min_delay=0, max_delay=100): assert min_delay >= 0 assert max_delay > 0 self.min_delay = min_delay self.max_delay = max_delay self._last_beat_millis = 0 self._left_color = randrange(0, len(TwoFeetTempoMove.COLORS_ALPHA)) self._right_color = randrange(0, len(TwoFeetTempoMove.COLORS_ALPHA)) self._left_direction = "FW" self._right_direction = "FW" self._next_foot = 'RIGHT' logging.info("Starting with LEFT: %s, RIGHT: %s" % (TwoFeetTempoMove.COLORS_ALPHA[self._left_color], TwoFeetTempoMove.COLORS_ALPHA[self._right_color])) self.tt_gui = TwisterTempoGUI() self.tt_gui.set_left_color(TwoFeetTempoMove.COLORS_ALPHA[self._left_color]) self.tt_gui.set_right_color(TwoFeetTempoMove.COLORS_ALPHA[self._right_color]) self._starting_millis = time() * 1000 def get_colors_alpha(self): return {'RIGHT': TwoFeetTempoMove.COLORS_ALPHA[self._right_color], 'LEFT': TwoFeetTempoMove.COLORS_ALPHA[self._left_color]} def get_colors_rgb(self): return {'RIGHT': TwoFeetTempoMove.COLORS_RGB[self._right_color], 'LEFT': TwoFeetTempoMove.COLORS_RGB[self._left_color]} def increase_speed(self): self.min_delay = self.min_delay - 10 def decrease_speed(self): self.min_delay = self.min_delay + 10 def tempo_found_callback(self, seconds, millis, confidence): act_delay = millis - self._last_beat_millis + randrange(0, self.max_delay) if act_delay >= self.min_delay: self._last_beat_millis = millis self.beat_found() ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 6
| 1
| 2,151
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom random import randrange, random\nfrom time import time\nimport logging\nfrom TwisterTempoGUI import TwisterTempoGUI\n\n\nclass TwoFeetTempoMove(object):\n\n COLORS_ALPHA = {0: 'RED', 1: 'BLUE', 2: 'YELLOW', 3: 'GREEN'}\n COLORS_RGB = {0: (255, 0, 0), 1: (0, 0, 255), 2: (255, 255, 0), 3: (0, 255, 0)}\n\n FOOT_CHANGE_PERC = 0.3\n FOOT_ON_AIR_PERC = 0.08\n FEET_ON_SAME_CIRCLE_PERC = 0.05\n\n def __init__(self, min_delay=0, max_delay=100):\n assert min_delay >= 0\n assert max_delay > 0\n self.min_delay = min_delay\n self.max_delay = max_delay\n self._last_beat_millis = 0\n self._left_color = randrange(0, len(TwoFeetTempoMove.COLORS_ALPHA))\n self._right_color = randrange(0, len(TwoFeetTempoMove.COLORS_ALPHA))\n self._left_direction = \"FW\"\n self._right_direction = \"FW\"\n self._next_foot = 'RIGHT'\n logging.info(\"Starting with LEFT: %s, RIGHT: %s\" %\n (TwoFeetTempoMove.COLORS_ALPHA[self._left_color],\n TwoFeetTempoMove.COLORS_ALPHA[self._right_color]))\n self.tt_gui = TwisterTempoGUI()\n self.tt_gui.set_left_color(TwoFeetTempoMove.COLORS_ALPHA[self._left_color])\n self.tt_gui.set_right_color(TwoFeetTempoMove.COLORS_ALPHA[self._right_color])\n\n self._starting_millis = time() * 1000\n\n def get_colors_alpha(self):\n return {'RIGHT': TwoFeetTempoMove.COLORS_ALPHA[self._right_color],\n 'LEFT': TwoFeetTempoMove.COLORS_ALPHA[self._left_color]}\n\n def get_colors_rgb(self):\n return {'RIGHT': TwoFeetTempoMove.COLORS_RGB[self._right_color],\n 'LEFT': TwoFeetTempoMove.COLORS_RGB[self._left_color]}\n\n def increase_speed(self):\n self.min_delay = self.min_delay - 10\n\n def decrease_speed(self):\n self.min_delay = self.min_delay + 10\n\n def tempo_found_callback(self, seconds, millis, confidence):\n act_delay = millis - self._last_beat_millis + randrange(0, self.max_delay)\n if act_delay >= self.min_delay:\n self._last_beat_millis = millis\n self.beat_found()\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 |
16e5abfcca6728651310e1b9d7d20815d0685476
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- """ Panorama is a Pelican plugin to generate statistics from blog posts (number of posts per month, categories and so on) display them as beautiful charts. Project location: https://github.com/romainx/panorama """ __version__ = "0.2.0" __author__ = "romainx" from .panorama import *
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 3 Fixes: • Add closing quote at line 3
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 311
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n\"\"\"\nPanorama is a Pelican plugin to generate statistics from blog posts\n(number of posts per month, categories and so on) display them as beautiful charts.\n\nProject location: https://github.com/romainx/panorama\n\"\"\"\n\n__version__ = \"0.2.0\"\n__author__ = \"romainx\"\n\nfrom .panorama import *"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 3\n\n Fixes:\n \u2022 Add closing quote at line 3"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
16e6fb3c075a8554e7e6d5fe5397106b44ef9bf3
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/python2.5 # Copyright (C) 2007 Google Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from gtfsobjectbase import GtfsObjectBase import problems as problems_module import util class Transfer(GtfsObjectBase): """Represents a transfer in a schedule""" _REQUIRED_FIELD_NAMES = ['from_stop_id', 'to_stop_id', 'transfer_type'] _FIELD_NAMES = _REQUIRED_FIELD_NAMES + ['min_transfer_time'] _TABLE_NAME = 'transfers' _ID_COLUMNS = ['from_stop_id', 'to_stop_id'] def __init__(self, schedule=None, from_stop_id=None, to_stop_id=None, transfer_type=None, min_transfer_time=None, field_dict=None): self._schedule = None if field_dict: self.__dict__.update(field_dict) else: self.from_stop_id = from_stop_id self.to_stop_id = to_stop_id self.transfer_type = transfer_type self.min_transfer_time = min_transfer_time if getattr(self, 'transfer_type', None) in ("", None): # Use the default, recommended transfer, if attribute is not set or blank self.transfer_type = 0 else: try: self.transfer_type = util.NonNegIntStringToInt(self.transfer_type) except (TypeError, ValueError): pass if hasattr(self, 'min_transfer_time'): try: self.min_transfer_time = util.NonNegIntStringToInt(self.min_transfer_time) except (TypeError, ValueError): pass else: self.min_transfer_time = None if schedule is not None: # Note from Tom, Nov 25, 2009: Maybe calling __init__ with a schedule # should output a DeprecationWarning. A schedule factory probably won't # use it and other GenericGTFSObject subclasses don't support it. schedule.AddTransferObject(self) def ValidateFromStopIdIsPresent(self, problems): if util.IsEmpty(self.from_stop_id): problems.MissingValue('from_stop_id') return False return True def ValidateToStopIdIsPresent(self, problems): if util.IsEmpty(self.to_stop_id): problems.MissingValue('to_stop_id') return False return True def ValidateTransferType(self, problems): if not util.IsEmpty(self.transfer_type): if (not isinstance(self.transfer_type, int)) or \ (self.transfer_type not in range(0, 4)): problems.InvalidValue('transfer_type', self.transfer_type) return False return True ... [11 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 4
| 1
| 2,920
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/python2.5\n\n# Copyright (C) 2007 Google Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nfrom gtfsobjectbase import GtfsObjectBase\nimport problems as problems_module\nimport util\n\nclass Transfer(GtfsObjectBase):\n \"\"\"Represents a transfer in a schedule\"\"\"\n _REQUIRED_FIELD_NAMES = ['from_stop_id', 'to_stop_id', 'transfer_type']\n _FIELD_NAMES = _REQUIRED_FIELD_NAMES + ['min_transfer_time']\n _TABLE_NAME = 'transfers'\n _ID_COLUMNS = ['from_stop_id', 'to_stop_id']\n\n def __init__(self, schedule=None, from_stop_id=None, to_stop_id=None, transfer_type=None,\n min_transfer_time=None, field_dict=None):\n self._schedule = None\n if field_dict:\n self.__dict__.update(field_dict)\n else:\n self.from_stop_id = from_stop_id\n self.to_stop_id = to_stop_id\n self.transfer_type = transfer_type\n self.min_transfer_time = min_transfer_time\n\n if getattr(self, 'transfer_type', None) in (\"\", None):\n # Use the default, recommended transfer, if attribute is not set or blank\n self.transfer_type = 0\n else:\n try:\n self.transfer_type = util.NonNegIntStringToInt(self.transfer_type)\n except (TypeError, ValueError):\n pass\n\n if hasattr(self, 'min_transfer_time'):\n try:\n self.min_transfer_time = util.NonNegIntStringToInt(self.min_transfer_time)\n except (TypeError, ValueError):\n pass\n else:\n self.min_transfer_time = None\n if schedule is not None:\n # Note from Tom, Nov 25, 2009: Maybe calling __init__ with a schedule\n # should output a DeprecationWarning. A schedule factory probably won't\n # use it and other GenericGTFSObject subclasses don't support it.\n schedule.AddTransferObject(self)\n\n def ValidateFromStopIdIsPresent(self, problems):\n if util.IsEmpty(self.from_stop_id):\n problems.MissingValue('from_stop_id')\n return False\n return True\n\n def ValidateToStopIdIsPresent(self, problems):\n if util.IsEmpty(self.to_stop_id):\n problems.MissingValue('to_stop_id')\n return False\n return True\n\n def ValidateTransferType(self, problems):\n if not util.IsEmpty(self.transfer_type):\n if (not isinstance(self.transfer_type, int)) or \\\n (self.transfer_type not in range(0, 4)):\n problems.InvalidValue('transfer_type', self.transfer_type)\n return False\n return True\n\n\n ... [11 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
16e747bd6febb0a03dbe8fb17268efc47ff0c0ee
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from django.urls import path from . import views from . views import UserPostListView, PostDetailView, PostDeleteview, PostCreateView, PostUpdateView,CommentUpdateView, VideoCreateView, video_update urlpatterns = [ path('',views.base, name='base'), path('login',views.login, name='login'), path('register',views.register, name='register'), path('index',views.index, name='index'), path('logout',views.logout, name='logout'), path('like_post', views.like_post, name='like_post'), path('find_friends',views.find_friends, name='find_friends'), path('profile',views.profile, name='profile'), path('profile_update', views.profile_update, name='profile_update'), path('user/<str:username>', UserPostListView.as_view(), name='user_posts'), path('post/<int:pk>/',PostDetailView.as_view(), name='post_details' ), path('post/<int:pk>/delete/',PostDeleteview.as_view(), name='post_delete' ), path('profile_posts',views.profile_posts, name='profile_posts'), path('results',views.results, name='results'), path('post/new/',PostCreateView.as_view(), name='post-create' ), path('post_update',views.post_update, name='post_update'), path('post/<int:pk>/update',PostUpdateView.as_view(), name='post-update' ), path('profile_photos',views.profile_photos, name='profile_photos'), path('comment_update/<int:id>',views.comment_update, name='comment_update'), path('comment/<int:pk>/update',CommentUpdateView.as_view(), name='comment-update' ), path('delete/<int:id>',views.delete, name='delete'), path('favourite',views.favourite, name='favourite'), path('favourite_posts',views.favourite_posts, name='favourite_posts'), path('video/new/',VideoCreateView.as_view(), name='video-create' ), path('post/<int:pk>/video',video_update.as_view(), name='video_update' ), # path('<str:username>',views.userprofile, name='userprofile'), path('video_posts',views.video_posts, name='video_posts'), path('user_videos',views.user_videos,name='user_videos'), ]
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
ui
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 2,067
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom django.urls import path\nfrom . import views\nfrom . views import UserPostListView, PostDetailView, PostDeleteview, PostCreateView, PostUpdateView,CommentUpdateView, VideoCreateView, video_update\n\nurlpatterns = [\n path('',views.base, name='base'),\n path('login',views.login, name='login'),\n path('register',views.register, name='register'),\n path('index',views.index, name='index'),\n path('logout',views.logout, name='logout'),\n path('like_post', views.like_post, name='like_post'),\n path('find_friends',views.find_friends, name='find_friends'),\n path('profile',views.profile, name='profile'),\n\n path('profile_update', views.profile_update, name='profile_update'),\n path('user/<str:username>', UserPostListView.as_view(), name='user_posts'),\n path('post/<int:pk>/',PostDetailView.as_view(), name='post_details' ),\n path('post/<int:pk>/delete/',PostDeleteview.as_view(), name='post_delete' ),\n \n path('profile_posts',views.profile_posts, name='profile_posts'),\n path('results',views.results, name='results'),\n path('post/new/',PostCreateView.as_view(), name='post-create' ),\n path('post_update',views.post_update, name='post_update'),\n path('post/<int:pk>/update',PostUpdateView.as_view(), name='post-update' ),\n path('profile_photos',views.profile_photos, name='profile_photos'),\n \n path('comment_update/<int:id>',views.comment_update, name='comment_update'),\n path('comment/<int:pk>/update',CommentUpdateView.as_view(), name='comment-update' ),\n path('delete/<int:id>',views.delete, name='delete'),\n\n path('favourite',views.favourite, name='favourite'),\n path('favourite_posts',views.favourite_posts, name='favourite_posts'),\n\n path('video/new/',VideoCreateView.as_view(), name='video-create' ),\n path('post/<int:pk>/video',video_update.as_view(), name='video_update' ),\n\n # path('<str:username>',views.userprofile, name='userprofile'),\n path('video_posts',views.video_posts, name='video_posts'),\n\n path('user_videos',views.user_videos,name='user_videos'),\n\n \n \n\n\n]"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
16e7d64f5a23705a73ced1fae75f2e7697ae34b2
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: ''' compute_collision() will compute the collision of all the entities with a Point while compute_first_collision() will always return its first entry. Especially if a point is on an element edge this can be tricky. You may also want to compare with the Cell.contains(Point) tool. ''' # Script by Rudy at https://fenicsproject.discourse.group/t/ # any-function-to-determine-if-the-point-is-in-the-mesh/275/3 import dolfin from vtkplotter.dolfin import shapes, plot, printc n = 4 Px = 0.5 Py = 0.5 mesh = dolfin.UnitSquareMesh(n, n) bbt = mesh.bounding_box_tree() collisions = bbt.compute_collisions(dolfin.Point(Px, Py)) collisions1st = bbt.compute_first_entity_collision(dolfin.Point(Px, Py)) printc("collisions : ", collisions) printc("collisions 1st: ", collisions1st) for cell in dolfin.cells(mesh): contains = cell.contains(dolfin.Point(Px, Py)) printc("Cell", cell.index(), "contains P:", contains, c=contains) ########################################### pt = shapes.Point([Px, Py], c='blue') plot(mesh, pt, text=__doc__)
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Code Review: ❌ Critical issues: Unterminated string literal at line 1 ⚠️ Code quality: Unexpected indentation at line 24 ✨ Improvements: Add closing quote at line 1
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intermediate
|
api
|
code_review
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Pythoncode:Python
| 0
| 0
| 1,054
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n'''\ncompute_collision() will compute the collision of all the entities with\na Point while compute_first_collision() will always return its first entry.\nEspecially if a point is on an element edge this can be tricky.\nYou may also want to compare with the Cell.contains(Point) tool.\n'''\n# Script by Rudy at https://fenicsproject.discourse.group/t/\n# any-function-to-determine-if-the-point-is-in-the-mesh/275/3\nimport dolfin\nfrom vtkplotter.dolfin import shapes, plot, printc\n\nn = 4\nPx = 0.5\nPy = 0.5\nmesh = dolfin.UnitSquareMesh(n, n)\nbbt = mesh.bounding_box_tree()\ncollisions = bbt.compute_collisions(dolfin.Point(Px, Py))\ncollisions1st = bbt.compute_first_entity_collision(dolfin.Point(Px, Py))\nprintc(\"collisions : \", collisions)\nprintc(\"collisions 1st: \", collisions1st)\n\nfor cell in dolfin.cells(mesh):\n contains = cell.contains(dolfin.Point(Px, Py))\n printc(\"Cell\", cell.index(), \"contains P:\", contains, c=contains)\n\n###########################################\npt = shapes.Point([Px, Py], c='blue')\n\nplot(mesh, pt, text=__doc__)"}, {"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 24\n\n\u2728 Improvements:\n Add closing quote at line 1"}]
| false
| null | null | null |
16e8783047883ecc17068c1f63c87b161a271a5f
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import datetime import os from alice_check_train.main import rasp_to_text from alice_check_train.rasp_api import get_rasp, filter_rasp def main(): key = os.getenv('RASP_KEY') # Complete this line station_to = os.getenv('STATION_TO') date = datetime.date.today().strftime('%Y-%m-%d') js = get_rasp(key, station_from, station_to, date) filtered = filter_rasp(js['segments'], 300) message = rasp_to_text(filtered, 1000) if len(message) > 1024: print('Too long message: {} > 1024'.format(len(message))) print(message) if __name__ == '__main__': main()
|
The missing line is: station_from = os.getenv('STATION_FROM')
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intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 622
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport datetime\nimport os\n\nfrom alice_check_train.main import rasp_to_text\nfrom alice_check_train.rasp_api import get_rasp, filter_rasp\n\n\ndef main():\n key = os.getenv('RASP_KEY')\n # Complete this line\n station_to = os.getenv('STATION_TO')\n date = datetime.date.today().strftime('%Y-%m-%d')\n\n js = get_rasp(key, station_from, station_to, date)\n filtered = filter_rasp(js['segments'], 300)\n message = rasp_to_text(filtered, 1000)\n if len(message) > 1024:\n print('Too long message: {} > 1024'.format(len(message)))\n print(message)\n\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": "The missing line is:\n station_from = os.getenv('STATION_FROM')"}]
| false
| null | null | null |
16e8943240219eac91364d8b6c27599e32680763
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # https://medium.com/@kumon/how-to-realize-similarity-search-with-elasticsearch-3dd5641b9adb # https://docs.aws.amazon.com/opensearch-service/latest/developerguide/knn.html import sys import requests import h5py import numpy as np import json import aiohttp import asyncio import time # Complete this line from requests.auth import HTTPBasicAuth from statistics import mean # if len(sys.argv) != 2: # print("Type in the efSearch!") # sys.exit() # path = '/tmp/sift-128-euclidean.hdf5.1M' # float dataset # path = '/tmp/sift-128-euclidean.hdf5' # float dataset
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The missing line is: import httpx
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intermediate
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testing
|
fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 561
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# https://medium.com/@kumon/how-to-realize-similarity-search-with-elasticsearch-3dd5641b9adb\n# https://docs.aws.amazon.com/opensearch-service/latest/developerguide/knn.html\nimport sys\nimport requests\nimport h5py\nimport numpy as np\nimport json\nimport aiohttp\nimport asyncio\nimport time\n # Complete this line\nfrom requests.auth import HTTPBasicAuth\nfrom statistics import mean\n\n# if len(sys.argv) != 2:\n# print(\"Type in the efSearch!\")\n# sys.exit()\n\n# path = '/tmp/sift-128-euclidean.hdf5.1M' # float dataset\n# path = '/tmp/sift-128-euclidean.hdf5' # float dataset"}, {"role": "assistant", "content": "The missing line is:\nimport httpx"}]
| false
| null | null | null |
16e89821c774aa40fe5b74ea387488fc99280078
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import platform import textwrap import pytest from . import test_projects, utils dockcross_only_project = test_projects.new_c_project( setup_py_add=textwrap.dedent(r''' import os, sys # check that we're running in the correct docker image as specified in the # environment options CIBW_MANYLINUX1_*_IMAGE if "linux" in sys.platform or not os.path.exists("/dockcross"): raise Exception( "/dockcross directory not found. Is this test running in the correct docker image?" ) ''') ) def test(tmp_path): if utils.platform != 'linux': pytest.skip('the test is only relevant to the linux build') if platform.machine() not in ['x86_64', 'i686']: pytest.skip('this test is currently only possible on x86_64/i686 due to availability of alternative images') project_dir = tmp_path / 'project' dockcross_only_project.generate(project_dir) actual_wheels = utils.cibuildwheel_run(project_dir, add_env={ 'CIBW_MANYLINUX_X86_64_IMAGE': 'dockcross/manylinux2010-x64', 'CIBW_MANYLINUX_I686_IMAGE': 'dockcross/manylinux2010-x86', 'CIBW_SKIP': 'pp* cp39-*', }) # also check that we got the right wheels built expected_wheels = [w for w in utils.expected_wheels('spam', '0.1.0') if '-pp' not in w and '-cp39-' not in w] assert set(actual_wheels) == set(expected_wheels)
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Unterminated string literal at line 9 Fix: Change operator back to correct one
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,437
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport platform\nimport textwrap\n\nimport pytest\n\nfrom . import test_projects, utils\n\ndockcross_only_project = test_projects.new_c_project(\n setup_py_add=textwrap.dedent(r'''\n import os, sys\n\n # check that we're running in the correct docker image as specified in the\n # environment options CIBW_MANYLINUX1_*_IMAGE\n if \"linux\" in sys.platform or not os.path.exists(\"/dockcross\"):\n raise Exception(\n \"/dockcross directory not found. Is this test running in the correct docker image?\"\n )\n ''')\n)\n\n\ndef test(tmp_path):\n if utils.platform != 'linux':\n pytest.skip('the test is only relevant to the linux build')\n if platform.machine() not in ['x86_64', 'i686']:\n pytest.skip('this test is currently only possible on x86_64/i686 due to availability of alternative images')\n\n project_dir = tmp_path / 'project'\n dockcross_only_project.generate(project_dir)\n\n actual_wheels = utils.cibuildwheel_run(project_dir, add_env={\n 'CIBW_MANYLINUX_X86_64_IMAGE': 'dockcross/manylinux2010-x64',\n 'CIBW_MANYLINUX_I686_IMAGE': 'dockcross/manylinux2010-x86',\n 'CIBW_SKIP': 'pp* cp39-*',\n })\n\n # also check that we got the right wheels built\n expected_wheels = [w for w in utils.expected_wheels('spam', '0.1.0')\n if '-pp' not in w and '-cp39-' not in w]\n assert set(actual_wheels) == set(expected_wheels)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Unterminated string literal at line 9\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
16ea2d8be166b5650aea4af33dbde9040a41f768
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # coding: utf-8 import math import dateutil import dateutil.parser import json from ChartBars import Chart from ChartUpdaterByCCWebsocket import ChartUpdaterByCoincheckWS from Util import BitcoinUtil def adjust_price_to_tick(price, tick): return price - math.fmod(price, tick) def adjust_amount_to_tick(amount, tick): return amount - math.fmod(amount, tick) # a class for one position class OnePositionTrader(object): def __init__(self, price_decide_algorithm, api, pair="btc_jpy", use_leverage = True): self.max_total_position_price_base = 0 # total maximum position size in base currency self.positioned_price_base = 0 # total position price in base currency (actually paired currency) self.positioned_value_in_qty = 0 # used only for genbutsu self.max_free_margin_of_base_currency = 0 # max free margin. we cannot use orders that exceed this margin self.positions = [] self.position_id_to_sellids = {} self.got_all_order_ids = [] self.got_close_order_ids = [] self.exist_order_info_list = None self.exist_close_order_info_list = None self.last_checked_transaction_id = 0 self.api = api # api: e.g. instance of CoinCheck self.use_leverage = use_leverage self.timelimit_to_grouping_transaction = 2 # 約定時刻がこの秒数以下なら同一ポジションとみなす（use_leverage == False の場合のみ） self.__pair = pair self.price_decide_algorithm = price_decide_algorithm print("PositionTrader: inst=" + str(self) + ", pair=" + str(pair)) @property def pair(self): return self.__pair def get_base_currency(self): return self.pair.split("_")[1].lower() def get_qty_currency(self): return self.pair.split("_")[0].lower() # set usable jpy (available_margin + reserved_margin + (positioned)) def set_max_total_position_price_base(self, p): self.set_max_total_position_price_of_base_currency(p) def set_max_total_position_price_of_base_currency(self, p): self.max_total_position_price_base = p def set_max_free_margin_of_base_currency(self, p): self.max_free_margin_of_base_currency = p def get_max_total_position_price_base(self): return self.get_max_total_position_price_of_base_currency() def get_max_total_position_price_of_base_currency(self): return self.max_total_position_price_base def get_positioned_price_base(self): return self.positioned_price_base def set_timelimit_to_grouping_transaction(self, timelimit_to_grouping_transaction): self.timelimit_to_grouping_transaction = timelimit_to_grouping_transaction # check current status and make new positions according to algorithm # notice: this method should be called after update_status ... [13 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 13
| 1
| 2,911
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# coding: utf-8\n\nimport math\nimport dateutil\nimport dateutil.parser\nimport json\n\nfrom ChartBars import Chart\nfrom ChartUpdaterByCCWebsocket import ChartUpdaterByCoincheckWS\nfrom Util import BitcoinUtil\n\ndef adjust_price_to_tick(price, tick):\n return price - math.fmod(price, tick)\n\ndef adjust_amount_to_tick(amount, tick):\n return amount - math.fmod(amount, tick)\n\n# a class for one position\nclass OnePositionTrader(object):\n def __init__(self, price_decide_algorithm, api, pair=\"btc_jpy\", use_leverage = True):\n self.max_total_position_price_base = 0 # total maximum position size in base currency\n self.positioned_price_base = 0 # total position price in base currency (actually paired currency)\n self.positioned_value_in_qty = 0 # used only for genbutsu\n self.max_free_margin_of_base_currency = 0 # max free margin. we cannot use orders that exceed this margin\n \n self.positions = []\n self.position_id_to_sellids = {}\n self.got_all_order_ids = []\n self.got_close_order_ids = []\n self.exist_order_info_list = None\n self.exist_close_order_info_list = None\n self.last_checked_transaction_id = 0\n self.api = api # api: e.g. instance of CoinCheck\n self.use_leverage = use_leverage\n self.timelimit_to_grouping_transaction = 2 # \u7d04\u5b9a\u6642\u523b\u304c\u3053\u306e\u79d2\u6570\u4ee5\u4e0b\u306a\u3089\u540c\u4e00\u30dd\u30b8\u30b7\u30e7\u30f3\u3068\u307f\u306a\u3059\uff08use_leverage == False \u306e\u5834\u5408\u306e\u307f\uff09\n self.__pair = pair\n\n self.price_decide_algorithm = price_decide_algorithm\n\n print(\"PositionTrader: inst=\" + str(self) + \", pair=\" + str(pair))\n\n @property\n def pair(self):\n return self.__pair\n\n def get_base_currency(self):\n return self.pair.split(\"_\")[1].lower()\n\n def get_qty_currency(self):\n return self.pair.split(\"_\")[0].lower()\n\n # set usable jpy (available_margin + reserved_margin + (positioned))\n def set_max_total_position_price_base(self, p):\n self.set_max_total_position_price_of_base_currency(p)\n\n def set_max_total_position_price_of_base_currency(self, p):\n self.max_total_position_price_base = p\n \n def set_max_free_margin_of_base_currency(self, p):\n self.max_free_margin_of_base_currency = p\n\n def get_max_total_position_price_base(self):\n return self.get_max_total_position_price_of_base_currency()\n\n def get_max_total_position_price_of_base_currency(self):\n return self.max_total_position_price_base\n\n def get_positioned_price_base(self):\n return self.positioned_price_base\n \n def set_timelimit_to_grouping_transaction(self, timelimit_to_grouping_transaction):\n self.timelimit_to_grouping_transaction = timelimit_to_grouping_transaction\n\n # check current status and make new positions according to algorithm\n # notice: this method should be called after update_status\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
16eb07b6e691db19202917b717c2ccb87df9fd9d
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from PiRelay8 import Relay import time r1 = Relay("RELAY1") r2 = Relay("RELAY2") r3 = Relay("RELAY3") r4 = Relay("RELAY4") r5 = Relay("RELAY5") r6 = Relay("RELAY6") r7 = Relay("RELAY7") r8 = Relay("RELAY8") r1.off() r2.off() r3.off() r4.off() r5.off() r6.off() r7.off() r8.off() r1.on() time.sleep(0.5) r1.off() time.sleep(0.5) r2.on() time.sleep(0.5) r2.off() # Complete this line r3.on() time.sleep(0.5) r3.off() time.sleep(0.5) r4.on() time.sleep(0.5) r4.off() time.sleep(0.5) r5.on() time.sleep(0.5) r5.off() time.sleep(0.5) r6.on() time.sleep(0.5) r6.off() time.sleep(0.5) r7.on() time.sleep(0.5) r7.off() time.sleep(0.5) r8.on() time.sleep(0.5) r8.off() time.sleep(0.5)
|
The missing line is: time.sleep(0.5)
|
intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 743
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom PiRelay8 import Relay\r\nimport time\r\n\r\nr1 = Relay(\"RELAY1\")\r\nr2 = Relay(\"RELAY2\")\r\nr3 = Relay(\"RELAY3\")\r\nr4 = Relay(\"RELAY4\")\r\nr5 = Relay(\"RELAY5\")\r\nr6 = Relay(\"RELAY6\")\r\nr7 = Relay(\"RELAY7\")\r\nr8 = Relay(\"RELAY8\")\r\n\r\n\r\nr1.off()\r\nr2.off()\r\nr3.off()\r\nr4.off()\r\nr5.off()\r\nr6.off()\r\nr7.off()\r\nr8.off()\r\n\r\nr1.on()\r\ntime.sleep(0.5)\r\nr1.off()\r\ntime.sleep(0.5)\r\n\r\nr2.on()\r\ntime.sleep(0.5)\r\nr2.off()\r\n # Complete this line\n\r\nr3.on()\r\ntime.sleep(0.5)\r\nr3.off()\r\ntime.sleep(0.5)\r\n\r\nr4.on()\r\ntime.sleep(0.5)\r\nr4.off()\r\ntime.sleep(0.5)\r\n\r\nr5.on()\r\ntime.sleep(0.5)\r\nr5.off()\r\ntime.sleep(0.5)\r\n\r\nr6.on()\r\ntime.sleep(0.5)\r\nr6.off()\r\ntime.sleep(0.5)\r\n\r\nr7.on()\r\ntime.sleep(0.5)\r\nr7.off()\r\ntime.sleep(0.5)\r\n\r\nr8.on()\r\ntime.sleep(0.5)\r\nr8.off()\r\ntime.sleep(0.5)"}, {"role": "assistant", "content": "The missing line is:\ntime.sleep(0.5)"}]
| false
| null | null | null |
16ebc077aad6a4dd684131dc7271bbdbd5696af9
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import rs3clans import discord from discord.ext import commands from bot.bot_client import Bot from bot.utils.tools import separator from bot.utils.context import Context class Clan(commands.Cog): ... [2 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF IndentationError at line 13 ⚠️ Code quality: Unexpected indentation at line 4 Unexpected indentation at line 8 ✨ Improvements: Complete the expression on the last line Fix indentation to match Python syntax rules
|
intermediate
|
oop
|
code_review
|
Pythoncode:Python
| 0
| 1
| 259
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport rs3clans\r\nimport discord\r\nfrom discord.ext import commands\r\n\r\nfrom bot.bot_client import Bot\r\nfrom bot.utils.tools import separator\r\nfrom bot.utils.context import Context\r\n\r\n\r\nclass Clan(commands.Cog):\r\n\r\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n IndentationError at line 13\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 4\n Unexpected indentation at line 8\n\n\u2728 Improvements:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
16ebce5b29644a3fdd8bee60c8ef43a322219b10
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # 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 json import uuid from datetime import datetime from openstackclient.tests.functional import base class VpcTestCase(base.TestCase): """Common functional test bits for VPC commands""" CURR_TIME = datetime.now().strftime("%Y-%m-%d %H:%M:%S.%f") def setUp(self): super(VpcTestCase, self).setUp() UUID = uuid.uuid4().hex[:8] self.LOCAL_ROUTER_NAME = 'test-local-router-otce-cli' + UUID self.PEER_ROUTER_NAME = 'test-peer-router-otce-cli' + UUID self.PEERING_NAME = 'test-peering-otce-cli-' + UUID self.LOCAL_ROUTER_ID = None self.PEER_ROUTER_ID = None self.PEERING_ID = None def create_vpc_peering(self, name=None): self._create_routers() name = name or self.PEERING_NAME json_output = json.loads(self.openstack( 'vpc peering create ' '{name} ' '--local-router-id "{local_router_id}" ' '--peer-router-id "{peer_router_id}" ' '-f json'.format( name=name, local_router_id=self.LOCAL_ROUTER_ID, peer_router_id=self.PEER_ROUTER_ID) )) self.assertIsNotNone(json_output) self.PEERING_ID = json_output['id'] return json_output def delete_vpc_peering(self): self.addCleanup(self._delete_routers) self.openstack('vpc peering delete {}'.format(self.PEERING_ID)) def _create_routers(self): local_router = json.loads(self.openstack( 'router create -f json ' + self.LOCAL_ROUTER_NAME )) self.LOCAL_ROUTER_ID = local_router['id'] peer_router = json.loads(self.openstack( 'router create -f json ' + self.PEER_ROUTER_NAME )) self.PEER_ROUTER_ID = peer_router['id'] def _delete_routers(self): self.openstack( 'router delete {} {}'.format( self.LOCAL_ROUTER_ID, self.PEER_ROUTER_ID ))
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 5
| 1
| 2,539
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\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#\n\nimport json\nimport uuid\n\nfrom datetime import datetime\n\nfrom openstackclient.tests.functional import base\n\n\nclass VpcTestCase(base.TestCase):\n \"\"\"Common functional test bits for VPC commands\"\"\"\n\n CURR_TIME = datetime.now().strftime(\"%Y-%m-%d %H:%M:%S.%f\")\n\n def setUp(self):\n super(VpcTestCase, self).setUp()\n UUID = uuid.uuid4().hex[:8]\n self.LOCAL_ROUTER_NAME = 'test-local-router-otce-cli' + UUID\n self.PEER_ROUTER_NAME = 'test-peer-router-otce-cli' + UUID\n self.PEERING_NAME = 'test-peering-otce-cli-' + UUID\n\n self.LOCAL_ROUTER_ID = None\n self.PEER_ROUTER_ID = None\n self.PEERING_ID = None\n\n def create_vpc_peering(self, name=None):\n self._create_routers()\n name = name or self.PEERING_NAME\n json_output = json.loads(self.openstack(\n 'vpc peering create '\n '{name} '\n '--local-router-id \"{local_router_id}\" '\n '--peer-router-id \"{peer_router_id}\" '\n '-f json'.format(\n name=name,\n local_router_id=self.LOCAL_ROUTER_ID,\n peer_router_id=self.PEER_ROUTER_ID)\n ))\n self.assertIsNotNone(json_output)\n self.PEERING_ID = json_output['id']\n return json_output\n\n def delete_vpc_peering(self):\n self.addCleanup(self._delete_routers)\n self.openstack('vpc peering delete {}'.format(self.PEERING_ID))\n\n def _create_routers(self):\n local_router = json.loads(self.openstack(\n 'router create -f json ' + self.LOCAL_ROUTER_NAME\n ))\n self.LOCAL_ROUTER_ID = local_router['id']\n\n peer_router = json.loads(self.openstack(\n 'router create -f json ' + self.PEER_ROUTER_NAME\n ))\n self.PEER_ROUTER_ID = peer_router['id']\n\n def _delete_routers(self):\n self.openstack(\n 'router delete {} {}'.format(\n self.LOCAL_ROUTER_ID, self.PEER_ROUTER_ID\n ))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
16ec4bab280bd7d838f873bdb4d147f41ca2f107
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import unittest from typing import Set, Optional, Dict, List from uuid import uuid4 from StructNoSQL import BaseField, MapModel, TableDataModel from tests.components.playground_table_clients import PlaygroundDynamoDBBasicTable, TEST_ACCOUNT_ID class TableModel(TableDataModel): accountId = BaseField(field_type=str, required=True) nestedDictDictStructure = BaseField(field_type=Dict[str, Dict[str, bool]], required=False, key_name='itemKey') # nestedDictListStructure = BaseField(field_type=Dict[str, List[str]], required=False) # nestedDictSetStructure = BaseField(field_type=Dict[str, Set[str]], required=False) class TestsNestedStructuresInsideStructureValues(unittest.TestCase): def __init__(self, method_name: str): super().__init__(methodName=method_name) self.users_table = PlaygroundDynamoDBBasicTable(data_model=TableModel) def test_nested_dict_dict_structure(self): random_parent_key = f"parentKey_{uuid4()}" random_child_key = f"childKey_{uuid4()}" keys_fields_switch = list(self.users_table.fields_switch.keys()) self.assertIn('nestedDictDictStructure.{{itemKey}}.{{itemKeyChild}}', keys_fields_switch) update_success = self.users_table.update_field( key_value=TEST_ACCOUNT_ID, field_path='nestedDictDictStructure.{{itemKey}}.{{itemKeyChild}}', query_kwargs={'itemKey': random_parent_key, 'itemKeyChild': random_child_key}, value_to_set=True ) self.assertTrue(update_success) retrieved_item = self.users_table.get_field( key_value=TEST_ACCOUNT_ID, field_path='nestedDictDictStructure.{{itemKey}}', query_kwargs={'itemKey': random_parent_key} ) self.assertEqual(retrieved_item, {'itemKeyChild': T Error: SyntaxError / EOF
|
Fixed Code: import unittest from typing import Set, Optional, Dict, List from uuid import uuid4 from StructNoSQL import BaseField, MapModel, TableDataModel from tests.components.playground_table_clients import PlaygroundDynamoDBBasicTable, TEST_ACCOUNT_ID class TableModel(TableDataModel): accountId = BaseField(field_type=str, required=True) nestedDictDictStructure = BaseField(field_type=Dict[str, Dict[str, bool]], required=False, key_name='itemKey') # nestedDictListStructure = BaseField(field_type=Dict[str, List[str]], required=False) # nestedDictSetStructure = BaseField(field_type=Dict[str, Set[str]], required=False) class TestsNestedStructuresInsideStructureValues(unittest.TestCase): def __init__(self, method_name: str): super().__init__(methodName=method_name) self.users_table = PlaygroundDynamoDBBasicTable(data_model=TableModel) Explanation: Complete the truncated code structure
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advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 4
| 2
| 1,820
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport unittest\nfrom typing import Set, Optional, Dict, List\nfrom uuid import uuid4\n\nfrom StructNoSQL import BaseField, MapModel, TableDataModel\nfrom tests.components.playground_table_clients import PlaygroundDynamoDBBasicTable, TEST_ACCOUNT_ID\n\n\nclass TableModel(TableDataModel):\n accountId = BaseField(field_type=str, required=True)\n nestedDictDictStructure = BaseField(field_type=Dict[str, Dict[str, bool]], required=False, key_name='itemKey')\n # nestedDictListStructure = BaseField(field_type=Dict[str, List[str]], required=False)\n # nestedDictSetStructure = BaseField(field_type=Dict[str, Set[str]], required=False)\n\n\nclass TestsNestedStructuresInsideStructureValues(unittest.TestCase):\n def __init__(self, method_name: str):\n super().__init__(methodName=method_name)\n self.users_table = PlaygroundDynamoDBBasicTable(data_model=TableModel)\n\n def test_nested_dict_dict_structure(self):\n random_parent_key = f\"parentKey_{uuid4()}\"\n random_child_key = f\"childKey_{uuid4()}\"\n\n keys_fields_switch = list(self.users_table.fields_switch.keys())\n self.assertIn('nestedDictDictStructure.{{itemKey}}.{{itemKeyChild}}', keys_fields_switch)\n\n update_success = self.users_table.update_field(\n key_value=TEST_ACCOUNT_ID,\n field_path='nestedDictDictStructure.{{itemKey}}.{{itemKeyChild}}',\n query_kwargs={'itemKey': random_parent_key, 'itemKeyChild': random_child_key},\n value_to_set=True\n )\n self.assertTrue(update_success)\n\n retrieved_item = self.users_table.get_field(\n key_value=TEST_ACCOUNT_ID,\n field_path='nestedDictDictStructure.{{itemKey}}',\n query_kwargs={'itemKey': random_parent_key}\n )\n self.assertEqual(retrieved_item, {'itemKeyChild': T\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport unittest\nfrom typing import Set, Optional, Dict, List\nfrom uuid import uuid4\n\nfrom StructNoSQL import BaseField, MapModel, TableDataModel\nfrom tests.components.playground_table_clients import PlaygroundDynamoDBBasicTable, TEST_ACCOUNT_ID\n\n\nclass TableModel(TableDataModel):\n accountId = BaseField(field_type=str, required=True)\n nestedDictDictStructure = BaseField(field_type=Dict[str, Dict[str, bool]], required=False, key_name='itemKey')\n # nestedDictListStructure = BaseField(field_type=Dict[str, List[str]], required=False)\n # nestedDictSetStructure = BaseField(field_type=Dict[str, Set[str]], required=False)\n\n\nclass TestsNestedStructuresInsideStructureValues(unittest.TestCase):\n def __init__(self, method_name: str):\n super().__init__(methodName=method_name)\n self.users_table = PlaygroundDynamoDBBasicTable(data_model=TableModel)\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
16ef740b41f41832481d4956834bb037ddc3b7b6
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import unittest from test import test_support import base64 class LegacyBase64TestCase(unittest.TestCase): def test_encodestring(self): eq = self.assertEqual eq(base64.encodestring("www.python.org"), "d3d3LnB5dGhvbi5vcmc=\n") eq(base64.encodestring("a"), "YQ==\n") eq(base64.encodestring("ab"), "YWI=\n") eq(base64.encodestring("abc"), "YWJj\n") eq(base64.encodestring(""), "") eq(base64.encodestring("abcdefghijklmnopqrstuvwxyz" "ABCDEFGHIJKLMNOPQRSTUVWXYZ" "0123456789!@#0^&*();:<>,. []{}"), "YWJjZGVmZ2hpamtsbW5vcHFyc3R1dnd4eXpBQkNE" "RUZHSElKS0xNTk9QUVJTVFVWV1hZWjAxMjM0\nNT" "Y3ODkhQCMwXiYqKCk7Ojw+LC4gW117fQ==\n") # Non-bytes eq(base64.encodestring(bytearray('abc')), 'YWJj\n') def test_decodestring(self): eq = self.assertEqual eq(base64.decodestring("d3d3LnB5dGhvbi5vcmc=\n"), "www.python.org") eq(base64.decodestring("YQ==\n"), "a") eq(base64.decodestring("YWI=\n"), "ab") eq(base64.decodestring("YWJj\n"), "abc") eq(base64.decodestring("YWJjZGVmZ2hpamtsbW5vcHFyc3R1dnd4eXpBQkNE" "RUZHSElKS0xNTk9QUVJTVFVWV1hZWjAxMjM0\nNT" "Y3ODkhQCMwXiYqKCk7Ojw+LC4gW117fQ==\n"), "abcdefghijklmnopqrstuvwxyz" "ABCDEFGHIJKLMNOPQRSTUVWXYZ" "0123456789!@#0^&*();:<>,. []{}") eq(base64.decodestring(''), '') # Non-bytes eq(base64.decodestring(bytearray("YWJj\n")), "abc") def test_encode(self): eq = self.assertEqual from cStringIO import StringIO infp = StringIO('abcdefghijklmnopqrstuvwxyz' 'ABCDEFGHIJKLMNOPQRSTUVWXYZ' '0123456789!@#0^&*();:<>,. []{}') outfp = StringIO() base64.encode(infp, outfp) eq(outfp.getvalue(), 'YWJjZGVmZ2hpamtsbW5vcHFyc3R1dnd4eXpBQkNE' 'RUZHSElKS0xNTk9QUVJTVFVWV1hZWjAxMjM0\nNT' 'Y3ODkhQCMwXiYqKCk7Ojw+LC4gW117fQ==\n') def test_decode(self): from cStringIO import StringIO infp = StringIO('d3d3LnB5dGhvbi5vcmc=') outfp = StringIO() base64.decode(infp, outfp) self.assertEqual(outfp.getvalue(), 'www.python.org') class BaseXYTestCase(unittest.TestCase): ... [10 more functiondefs truncated] ...
|
Functions: test_encodestring, test_decodestring, test_encode, test_decode Classes: LegacyBase64TestCase, BaseXYTestCase This code demonstrates Pythoncode:Python programming.
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advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 4
| 2
| 2,450
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport unittest\nfrom test import test_support\nimport base64\n\n\n\f\nclass LegacyBase64TestCase(unittest.TestCase):\n def test_encodestring(self):\n eq = self.assertEqual\n eq(base64.encodestring(\"www.python.org\"), \"d3d3LnB5dGhvbi5vcmc=\\n\")\n eq(base64.encodestring(\"a\"), \"YQ==\\n\")\n eq(base64.encodestring(\"ab\"), \"YWI=\\n\")\n eq(base64.encodestring(\"abc\"), \"YWJj\\n\")\n eq(base64.encodestring(\"\"), \"\")\n eq(base64.encodestring(\"abcdefghijklmnopqrstuvwxyz\"\n \"ABCDEFGHIJKLMNOPQRSTUVWXYZ\"\n \"0123456789!@#0^&*();:<>,. []{}\"),\n \"YWJjZGVmZ2hpamtsbW5vcHFyc3R1dnd4eXpBQkNE\"\n \"RUZHSElKS0xNTk9QUVJTVFVWV1hZWjAxMjM0\\nNT\"\n \"Y3ODkhQCMwXiYqKCk7Ojw+LC4gW117fQ==\\n\")\n # Non-bytes\n eq(base64.encodestring(bytearray('abc')), 'YWJj\\n')\n\n def test_decodestring(self):\n eq = self.assertEqual\n eq(base64.decodestring(\"d3d3LnB5dGhvbi5vcmc=\\n\"), \"www.python.org\")\n eq(base64.decodestring(\"YQ==\\n\"), \"a\")\n eq(base64.decodestring(\"YWI=\\n\"), \"ab\")\n eq(base64.decodestring(\"YWJj\\n\"), \"abc\")\n eq(base64.decodestring(\"YWJjZGVmZ2hpamtsbW5vcHFyc3R1dnd4eXpBQkNE\"\n \"RUZHSElKS0xNTk9QUVJTVFVWV1hZWjAxMjM0\\nNT\"\n \"Y3ODkhQCMwXiYqKCk7Ojw+LC4gW117fQ==\\n\"),\n \"abcdefghijklmnopqrstuvwxyz\"\n \"ABCDEFGHIJKLMNOPQRSTUVWXYZ\"\n \"0123456789!@#0^&*();:<>,. []{}\")\n eq(base64.decodestring(''), '')\n # Non-bytes\n eq(base64.decodestring(bytearray(\"YWJj\\n\")), \"abc\")\n\n def test_encode(self):\n eq = self.assertEqual\n from cStringIO import StringIO\n infp = StringIO('abcdefghijklmnopqrstuvwxyz'\n 'ABCDEFGHIJKLMNOPQRSTUVWXYZ'\n '0123456789!@#0^&*();:<>,. []{}')\n outfp = StringIO()\n base64.encode(infp, outfp)\n eq(outfp.getvalue(),\n 'YWJjZGVmZ2hpamtsbW5vcHFyc3R1dnd4eXpBQkNE'\n 'RUZHSElKS0xNTk9QUVJTVFVWV1hZWjAxMjM0\\nNT'\n 'Y3ODkhQCMwXiYqKCk7Ojw+LC4gW117fQ==\\n')\n\n def test_decode(self):\n from cStringIO import StringIO\n infp = StringIO('d3d3LnB5dGhvbi5vcmc=')\n outfp = StringIO()\n base64.decode(infp, outfp)\n self.assertEqual(outfp.getvalue(), 'www.python.org')\n\n\n\f\nclass BaseXYTestCase(unittest.TestCase):\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: test_encodestring, test_decodestring, test_encode, test_decode\n Classes: LegacyBase64TestCase, BaseXYTestCase\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
16f050092210b638486f36ba124add5847de3ce7
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import numpy as np from ctypes import c_void_p from .Shader import Shader from .transforms import * from OpenGL.GL import * class Path: # position=[x1, y1, z1, ..., xn, yn, zn] ; rotation = [[Rx1, Ry1, Rz1], ..., [Rxn, Ryn, Rzn]] def __init__(self, position, rotation=None): self.loadPath(position) if rotation: assert len(position) == len(rotation) * 3 self.loadRotation(rotation) else: self.rotation = 'Pio è un figo' def loadPath(self, position): # compiling shader self.path_shader = Shader('src\\shaders\\path\\pathvert.glsl', Error: SyntaxError / EOF
|
Fixed Code: import numpy as np from ctypes import c_void_p from .Shader import Shader from .transforms import * from OpenGL.GL import * class Path: # position=[x1, y1, z1, ..., xn, yn, zn] ; rotation = [[Rx1, Ry1, Rz1], ..., [Rxn, Ryn, Rzn]] def __init__(self, position, rotation=None): self.loadPath(position) if rotation: assert len(position) == len(rotation) * 3 self.loadRotation(rotation) else: self.rotation = 'Pio è un figo' Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 652
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport numpy as np\nfrom ctypes import c_void_p\n\nfrom .Shader import Shader\nfrom .transforms import *\n\nfrom OpenGL.GL import *\n\nclass Path:\n\n # position=[x1, y1, z1, ..., xn, yn, zn] ; rotation = [[Rx1, Ry1, Rz1], ..., [Rxn, Ryn, Rzn]] \n def __init__(self, position, rotation=None):\n self.loadPath(position)\n \n if rotation:\n assert len(position) == len(rotation) * 3\n self.loadRotation(rotation)\n else:\n self.rotation = 'Pio \u00e8 un figo'\n \n\n def loadPath(self, position):\n # compiling shader\n self.path_shader = Shader('src\\\\shaders\\\\path\\\\pathvert.glsl',\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport numpy as np\nfrom ctypes import c_void_p\n\nfrom .Shader import Shader\nfrom .transforms import *\n\nfrom OpenGL.GL import *\n\nclass Path:\n\n # position=[x1, y1, z1, ..., xn, yn, zn] ; rotation = [[Rx1, Ry1, Rz1], ..., [Rxn, Ryn, Rzn]] \n def __init__(self, position, rotation=None):\n self.loadPath(position)\n \n if rotation:\n assert len(position) == len(rotation) * 3\n self.loadRotation(rotation)\n else:\n self.rotation = 'Pio \u00e8 un figo'\n \n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
16f095ebea3707b39efe449bdb8d248fee8a8b6e
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from argparse import ( ArgumentParser ) from os import getcwd as os_getcwd DEFAULT_OUTPUT_FOLDER = os_getcwd() DEFAULT_SAMPLE_VOLUME = 10000 def build_args_parser( program, description): parser = ArgumentParser( program, description, ) parser = add_arguments(parser) return parser def add_arguments(parser): parser.add_argument( 'cfps', type=str, help='Path to a .tsv file containing CFPS parameters and features', ) parser.add_argument( 'init_tset', type=str, help='Path to a .tsv file containing initial training set', ) parser.add_argument( 'norm_set', type=str, help='Path to a .tsv file containing normalizer set', ) parser.add_argument( 'autofluo_set', type=str, help='Path to a .tsv file containing autofluorescence set', ) parser.add_argument( '-v', '--sample_volume', type=int, default=DEFAULT_SAMPLE_VOLUME, help=('Final sample volume in each well in nL' f' (default: {DEFAULT_SAMPLE_VOLUME})') ) parser.add_argument( '-of', '--output-folder', type=str, default=DEFAULT_OUTPUT_FOLDER, help=('Output folder to write output files' f' (default: {DEFAULT_OUTPUT_FOLDER})') ) return parser
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
database
|
refactoring
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Pythoncode:Python
| 2
| 0
| 1,406
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom argparse import (\n ArgumentParser\n )\nfrom os import getcwd as os_getcwd\n\nDEFAULT_OUTPUT_FOLDER = os_getcwd()\nDEFAULT_SAMPLE_VOLUME = 10000\n\n\ndef build_args_parser(\n program,\n description):\n\n parser = ArgumentParser(\n program,\n description,\n )\n\n parser = add_arguments(parser)\n\n return parser\n\n\ndef add_arguments(parser):\n\n parser.add_argument(\n 'cfps',\n type=str,\n help='Path to a .tsv file containing CFPS parameters and features',\n )\n\n parser.add_argument(\n 'init_tset',\n type=str,\n help='Path to a .tsv file containing initial training set',\n )\n\n parser.add_argument(\n 'norm_set',\n type=str,\n help='Path to a .tsv file containing normalizer set',\n )\n\n parser.add_argument(\n 'autofluo_set',\n type=str,\n help='Path to a .tsv file containing autofluorescence set',\n )\n\n parser.add_argument(\n '-v', '--sample_volume',\n type=int,\n default=DEFAULT_SAMPLE_VOLUME,\n help=('Final sample volume in each well in nL'\n f' (default: {DEFAULT_SAMPLE_VOLUME})')\n )\n\n parser.add_argument(\n '-of', '--output-folder',\n type=str,\n default=DEFAULT_OUTPUT_FOLDER,\n help=('Output folder to write output files'\n f' (default: {DEFAULT_OUTPUT_FOLDER})')\n )\n\n return parser"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
bc3fd4c771ec63f015857f770191b3f22d0f45f1
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import math x = float(input()) prop_2 = -(x**2) / math.factorial(2) prop_3 = (x**4) / math.factorial(4) prop_4 = -(x**6) / math.factorial(6) cos_x = float(1 + prop_2 + prop_3 + prop_4) print(prop_2) print(prop_3) print(prop_4) print(cos_x)
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Code analysis results: ⚠️ Warnings: Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation 💡 Suggestions: Remove debug print() at line 13 before production Remove debug print() at line 14 before production Remove debug print() at line 15 before production
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intermediate
|
general
|
debugging
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Pythoncode:Python
| 0
| 0
| 246
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport math\n\nx = float(input())\n\nprop_2 = -(x**2) / math.factorial(2)\n\nprop_3 = (x**4) / math.factorial(4)\n\nprop_4 = -(x**6) / math.factorial(6)\n\ncos_x = float(1 + prop_2 + prop_3 + prop_4)\n\nprint(prop_2)\nprint(prop_3)\nprint(prop_4)\nprint(cos_x)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 13 before production\n Remove debug print() at line 14 before production\n Remove debug print() at line 15 before production"}]
| false
| null | null | null |
bc4085bfce6da5fce4ce47af500b1138fc887137
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pytest from datagateway_api.src.common.exceptions import BadRequestError, FilterError from datagateway_api.src.datagateway_api.filter_order_handler import FilterOrderHandler from datagateway_api.src.datagateway_api.icat.filters import PythonICATWhereFilter class TestICATWhereFilter: @pytest.mark.parametrize( "operation, value, expected_condition_value", [ pytest.param("eq", 5, ["%s = '5'"], id="equal"), pytest.param("ne", 5, ["%s == 5"], id="not equal"), pytest.param("like", 5, ["%s like '%%5%%'"], id="like"), pytest.param("ilike", 5, ["UPPER(%s) like UPPER('%%5%%')"], id="ilike"), pytest.param("nlike", 5, ["%s not like '%%5%%'"], id="not like"), pytest.param( "nilike", 5, ["UPPER(%s) not like UPPER('%%5%%')"], id="not ilike", ), pytest.param("lt", 5, ["%s < '5'"], id="less than"), pytest.param("lte", 5, ["%s <= '5'"], id="less than or equal"), pytest.param("gt", 5, ["%s > '5'"], id="greater than"), pytest.param("gte", 5, ["%s >= '5'"], id="greater than or equal"), pytest.param("in", [1, 2, 3, 4], ["%s in (1, 2, 3, 4)"], id="in a list"), pytest.param("in", [], ["%s in (NULL)"], id="empty list"), ], ) def test_valid_operations( self, icat_query, operation, value, expected_condition_value, ): test_filter = PythonICATWhereFilter("id", value, operation) test_filter.apply_filter(icat_query) assert icat_query.conditions == {"id": expected_condition_value} def test_invalid_in_operation(self, icat_query): with pytest.raises(BadRequestError): PythonICATWhereFilter("id", "1, 2, 3, 4, 5", "in") def test_invalid_operation(self, icat_query): test_filter = PythonICATWhereFilter("id", 10, "non") with pytest.raises(FilterError): test_filter.apply_filter(icat_query) def test_valid_internal_icat_value(self, icat_query): """Check that values that point to other values in the schema are applied""" test_filter = PythonICATWhereFilter("startDate", "o.endDate", "lt") test_filter.apply_filter(icat_query) assert icat_query.conditions == {"startDate": ["%s < o.endDate"]} def test_valid_field(self, icat_query): test_filter = PythonICATWhereFilter("title", "Investigation Title", "eq") test_filter.apply_filter(icat_query) assert icat_query.conditions == {"title": ["%s = 'Investigation Title'"]} def test_invalid_field(self, icat_query): test_filter = PythonICATWhereFilter("random_field", "my_value", "eq") with pytest.raises(FilterError): test_filter.apply_filter(icat_query) ... [1 more functiondefs truncated] ...
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Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 66: ... [1 more functiondefs truncated] ... Fix: Change operator back to correct one
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advanced
|
testing
|
error_detection
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Pythoncode:Python
| 6
| 1
| 2,851
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pytest\n\nfrom datagateway_api.src.common.exceptions import BadRequestError, FilterError\nfrom datagateway_api.src.datagateway_api.filter_order_handler import FilterOrderHandler\nfrom datagateway_api.src.datagateway_api.icat.filters import PythonICATWhereFilter\n\n\nclass TestICATWhereFilter:\n @pytest.mark.parametrize(\n \"operation, value, expected_condition_value\",\n [\n pytest.param(\"eq\", 5, [\"%s = '5'\"], id=\"equal\"),\n pytest.param(\"ne\", 5, [\"%s == 5\"], id=\"not equal\"),\n pytest.param(\"like\", 5, [\"%s like '%%5%%'\"], id=\"like\"),\n pytest.param(\"ilike\", 5, [\"UPPER(%s) like UPPER('%%5%%')\"], id=\"ilike\"),\n pytest.param(\"nlike\", 5, [\"%s not like '%%5%%'\"], id=\"not like\"),\n pytest.param(\n \"nilike\", 5, [\"UPPER(%s) not like UPPER('%%5%%')\"], id=\"not ilike\",\n ),\n pytest.param(\"lt\", 5, [\"%s < '5'\"], id=\"less than\"),\n pytest.param(\"lte\", 5, [\"%s <= '5'\"], id=\"less than or equal\"),\n pytest.param(\"gt\", 5, [\"%s > '5'\"], id=\"greater than\"),\n pytest.param(\"gte\", 5, [\"%s >= '5'\"], id=\"greater than or equal\"),\n pytest.param(\"in\", [1, 2, 3, 4], [\"%s in (1, 2, 3, 4)\"], id=\"in a list\"),\n pytest.param(\"in\", [], [\"%s in (NULL)\"], id=\"empty list\"),\n ],\n )\n def test_valid_operations(\n self, icat_query, operation, value, expected_condition_value,\n ):\n test_filter = PythonICATWhereFilter(\"id\", value, operation)\n test_filter.apply_filter(icat_query)\n\n assert icat_query.conditions == {\"id\": expected_condition_value}\n\n def test_invalid_in_operation(self, icat_query):\n with pytest.raises(BadRequestError):\n PythonICATWhereFilter(\"id\", \"1, 2, 3, 4, 5\", \"in\")\n\n def test_invalid_operation(self, icat_query):\n test_filter = PythonICATWhereFilter(\"id\", 10, \"non\")\n\n with pytest.raises(FilterError):\n test_filter.apply_filter(icat_query)\n\n def test_valid_internal_icat_value(self, icat_query):\n \"\"\"Check that values that point to other values in the schema are applied\"\"\"\n test_filter = PythonICATWhereFilter(\"startDate\", \"o.endDate\", \"lt\")\n test_filter.apply_filter(icat_query)\n\n assert icat_query.conditions == {\"startDate\": [\"%s < o.endDate\"]}\n\n def test_valid_field(self, icat_query):\n test_filter = PythonICATWhereFilter(\"title\", \"Investigation Title\", \"eq\")\n test_filter.apply_filter(icat_query)\n\n assert icat_query.conditions == {\"title\": [\"%s = 'Investigation Title'\"]}\n\n def test_invalid_field(self, icat_query):\n test_filter = PythonICATWhereFilter(\"random_field\", \"my_value\", \"eq\")\n\n with pytest.raises(FilterError):\n test_filter.apply_filter(icat_query)\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 66: ... [1 more functiondefs truncated] ...\n\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
bc41a5fa588f792a592b96d3c6500dbf29045ec5
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- # Define here the models for your scraped items # # See documentation in: # https://doc.scrapy.org/en/latest/topics/items.html import scrapy from scrapy.loader import ItemLoader from scrapy.loader.processors import TakeFirst # class SpiderItem(scrapy.Item): # # define the fields for your item here like: # # name = scrapy.Field() # pass # # # # class TorrentItem(scrapy.Item): # url = scrapy.Field() # name = scrapy.Field() # description = scrapy.Field() # size = scrapy.Field() # # import scrapy class StockstarItemLoader(ItemLoader): # 自定义itemloader,用于存储爬虫所抓取的字段内容 default_output_processor = TakeFirst() class StockstarItem(scrapy.Item): # 建立相应的字段 # define the fields for Error: SyntaxError / EOF
|
Fixed Code: # -*- coding: utf-8 -*- # Define here the models for your scraped items # # See documentation in: # https://doc.scrapy.org/en/latest/topics/items.html import scrapy from scrapy.loader import ItemLoader from scrapy.loader.processors import TakeFirst # class SpiderItem(scrapy.Item): # # define the fields for your item here like: # # name = scrapy.Field() # pass # # # # class TorrentItem(scrapy.Item): Explanation: Complete the truncated code structure
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advanced
|
testing
|
error_fixing
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Pythoncode:Python
| 0
| 2
| 751
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n# Define here the models for your scraped items\n#\n# See documentation in:\n# https://doc.scrapy.org/en/latest/topics/items.html\n\nimport scrapy\nfrom scrapy.loader import ItemLoader\nfrom scrapy.loader.processors import TakeFirst\n\n\n# class SpiderItem(scrapy.Item):\n# # define the fields for your item here like:\n# # name = scrapy.Field()\n# pass\n#\n#\n#\n# class TorrentItem(scrapy.Item):\n# url = scrapy.Field()\n# name = scrapy.Field()\n# description = scrapy.Field()\n# size = scrapy.Field()\n#\n# import scrapy\n\nclass StockstarItemLoader(ItemLoader):\n\n # \u81ea\u5b9a\u4e49itemloader,\u7528\u4e8e\u5b58\u50a8\u722c\u866b\u6240\u6293\u53d6\u7684\u5b57\u6bb5\u5185\u5bb9\n default_output_processor = TakeFirst()\n\nclass StockstarItem(scrapy.Item): # \u5efa\u7acb\u76f8\u5e94\u7684\u5b57\u6bb5\n\n # define the fields for\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n\n# Define here the models for your scraped items\n#\n# See documentation in:\n# https://doc.scrapy.org/en/latest/topics/items.html\n\nimport scrapy\nfrom scrapy.loader import ItemLoader\nfrom scrapy.loader.processors import TakeFirst\n\n\n# class SpiderItem(scrapy.Item):\n# # define the fields for your item here like:\n# # name = scrapy.Field()\n# pass\n#\n#\n#\n# class TorrentItem(scrapy.Item):\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc43defd49d4ea43585c8d3910e9622ef8bc8d38
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # # (C) Copyright 2013 Enthought, Inc., Austin, TX # All right reserved. # # This file is open source software distributed according to the terms in # LICENSE.txt # class MultiContext(ListenableMixin, PersistableMixin, DictMixin): """ Wrap several subcontexts. """ #: The name of the context. name = Str("multidummy") #: The underlying dictionary. subcontexts = List(Supports(IRestrictedContext, factory=DataContext)) #: Suppress subcontext modified events veto_subcontext_modified = Bool(True) def __init__(self, *subcontexts, **traits): subcontexts = list(subcontexts) super(MultiContext, self).__init__(subcontexts=subcontexts, **traits) #### IContext interface #################################################### def __iter__(self): return iter(self.keys()) def __len__(self): return len(list(self.keys())) def __contains__(self, key): for c in self.subcontexts: if key in c: return True return False def __delitem__(self, key): """ Remove the given key with [] access.
|
Only deletes the first instance of the key. Parameters ---------- key : str Raises ------ KeyError if the kew is not available in the context. """ for c in self.subcontexts: try: del c[key] return except KeyError: continue raise KeyError(key) def __getitem__(self, key): for c in self.subcontexts: try: return c[key] except KeyError: continue raise KeyError(key) ... [8 more functiondefs truncated] ...
|
advanced
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machine_learning
|
code_completion
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Pythoncode:Python
| 6
| 1
| 1,769
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#\n# (C) Copyright 2013 Enthought, Inc., Austin, TX\n# All right reserved.\n#\n# This file is open source software distributed according to the terms in\n# LICENSE.txt\n#\n\nclass MultiContext(ListenableMixin, PersistableMixin, DictMixin):\n \"\"\" Wrap several subcontexts.\n \"\"\"\n\n #: The name of the context.\n name = Str(\"multidummy\")\n\n #: The underlying dictionary.\n subcontexts = List(Supports(IRestrictedContext, factory=DataContext))\n\n #: Suppress subcontext modified events\n veto_subcontext_modified = Bool(True)\n\n def __init__(self, *subcontexts, **traits):\n subcontexts = list(subcontexts)\n super(MultiContext, self).__init__(subcontexts=subcontexts, **traits)\n\n\n #### IContext interface ####################################################\n\n def __iter__(self):\n return iter(self.keys())\n\n def __len__(self):\n return len(list(self.keys()))\n\n def __contains__(self, key):\n for c in self.subcontexts:\n if key in c:\n return True\n return False\n\n def __delitem__(self, key):\n \"\"\" Remove the given key with [] access."}, {"role": "assistant", "content": "\n\n Only deletes the first instance of the key.\n\n Parameters\n ----------\n key : str\n\n Raises\n ------\n KeyError if the kew is not available in the context.\n \"\"\"\n for c in self.subcontexts:\n try:\n del c[key]\n return\n except KeyError:\n continue\n raise KeyError(key)\n\n def __getitem__(self, key):\n for c in self.subcontexts:\n try:\n return c[key]\n except KeyError:\n continue\n raise KeyError(key)\n\n\n ... [8 more functiondefs truncated] ..."}]
| false
| null | null | null |
bc441b2065c8199c0dd4d1448231c084f1b1cfa3
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """A simple file to test the line_counter performance in python This is a multiline doctest """ __author__ = "Frederico Moeller" __copyright__ = "" __credits__ = ["Frederico Moeller" __license__ = "MIT" __version__ = "1.0.1" __maintainer__ = "Frederico Moeller" __email__ = "" __status__ = "" #import things import math #define things def some_function(var_one, var_two, var_three): """This is a function that do things""" if var_one > var_two: if var_two*var_three > var_one: return "blab" #this happens else: return "blob" else: return "fish" Error: SyntaxError: unmatched brackets
|
Fixed Code: """A simple file to test the line_counter performance in python This is a multiline doctest """ __author__ = "Frederico Moeller" __copyright__ = "" __credits__ = ["Frederico Moeller"] __license__ = "MIT" __version__ = "1.0.1" __maintainer__ = "Frederico Moeller" __email__ = "" __status__ = "" #import things import math #define things def some_function(var_one, var_two, var_three): Explanation: Add missing ']' bracket at line 7
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intermediate
|
testing
|
error_fixing
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Pythoncode:Python
| 1
| 0
| 633
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"A simple file to test the line_counter performance in python\nThis is a multiline doctest\n\"\"\"\n\n__author__ = \"Frederico Moeller\"\n__copyright__ = \"\"\n__credits__ = [\"Frederico Moeller\"\n__license__ = \"MIT\"\n__version__ = \"1.0.1\"\n__maintainer__ = \"Frederico Moeller\"\n__email__ = \"\"\n__status__ = \"\"\n\n#import things\nimport math\n \n\n#define things\ndef some_function(var_one, var_two,\n var_three):\n \"\"\"This is a function that do things\"\"\"\n \n if var_one > var_two:\n if var_two*var_three > var_one:\n return \"blab\" #this happens\n else:\n return \"blob\"\n else:\n return \"fish\"\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"A simple file to test the line_counter performance in python\nThis is a multiline doctest\n\"\"\"\n\n__author__ = \"Frederico Moeller\"\n__copyright__ = \"\"\n__credits__ = [\"Frederico Moeller\"]\n__license__ = \"MIT\"\n__version__ = \"1.0.1\"\n__maintainer__ = \"Frederico Moeller\"\n__email__ = \"\"\n__status__ = \"\"\n\n#import things\nimport math\n \n\n#define things\ndef some_function(var_one, var_two,\n var_three):\n\n Explanation: Add missing ']' bracket at line 7"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
bc447d214c0f2c389991fd5918f6f13fed4aaf6b
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: def get_info(examples, vocab=None, max_seq_len=256): """Gathers info on and creats a featurized example generator for a list of raw examples. Args: examples: list(list, float, or string). Examples to create generator for. vocab: list(str). A vocabulary for discrete datatypes (e.g. text or categorical). max_seq_len: int. maximum sequence length for text examples. Returns: A dict of info about this variable as well as a generator over featurized examples. """ assert isinstance(examples, list), 'examples must be list; got ' + str(type(examples)) assert len(examples) > 0, 'Empty example list!' # Text if isinstance(examples[0], list): assert vocab is not None, 'ERROR: must provide a vocab.' example_type = 'input' vocab = ['UNK', 'PAD'] + vocab tok2id = {tok: i for i, tok in enumerate(vocab)} ngrams = max(len(x.split()) for x in vocab) unk_id = 0 def featurizer(example): ids = [] for n in range(1, ngrams + 1): toks = [' '.join(example[i: i + n]) for i in range(len(example) - n + 1)] ids += [tok2id.get(x, 0) for x in toks] ids = ids[:max_seq_len] padded_ids = ids + ([1] * (max_seq_len - len(ids))) # pad idx = 1 return padded_ids # Continuous elif isinstance(examples[0], float) or isinstance(examples[0], int): example_type = 'continuous' vocab = ['N/A'] if isinstance(examples[0], int): featurizer = lambda ex: float(ex) else: featurizer = lambda ex: ex # Categorical elif isinstance(examples[0], str): example_type = 'categorical' if not vocab: vocab = ['UNK'] + sorted(list(set(examples))) tok2id = {tok: i for i, tok in enumerate(vocab) featurizer = lambda ex: tok2id.get(ex, 0) # 0 is the unk id. else: print("ERROR: unrecognized example type: ", examples[0]) quit() return featurizer, example_type, vocab def get_iterator(vocab, df, name_to_type, batch_size=32, max_seq_len=256): """Builds a data iterator for text, confounds, and outcomes. Args: vocab: list(str). The vocabulary to use. df: pandas.df. The data we want to iterate over. The columns of these data should be a superset of the keys in name_to_type. name_to_type: dict. A mapping from variable names to whether they are "input", "predict", or "control" variables. batch_size: int. The batch size to use. max_seq_len: int. Maximum length of text sequences. Returns: A generator which yields dictionaries where variable names are mapped to tensors of batched data. """ ... [3 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 2 • Unclosed '{' at line 48 - expected '}' Fixes: • Complete the expression on the last line • Add closing quote at line 2 • Add closing '}' bracket
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 2,864
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\ndef get_info(examples, vocab=None, max_seq_len=256):\n \"\"\"Gathers info on and creats a featurized example generator for a list of raw examples.\n\n Args:\n examples: list(list, float, or string). Examples to create generator for.\n vocab: list(str). A vocabulary for discrete datatypes (e.g. text or categorical).\n max_seq_len: int. maximum sequence length for text examples.\n\n Returns:\n A dict of info about this variable as well as a generator over featurized examples.\n \"\"\"\n assert isinstance(examples, list), 'examples must be list; got ' + str(type(examples))\n assert len(examples) > 0, 'Empty example list!'\n\n # Text\n if isinstance(examples[0], list):\n assert vocab is not None, 'ERROR: must provide a vocab.'\n example_type = 'input'\n vocab = ['UNK', 'PAD'] + vocab\n tok2id = {tok: i for i, tok in enumerate(vocab)}\n ngrams = max(len(x.split()) for x in vocab)\n unk_id = 0\n\n def featurizer(example):\n ids = []\n for n in range(1, ngrams + 1):\n toks = [' '.join(example[i: i + n]) for i in range(len(example) - n + 1)]\n ids += [tok2id.get(x, 0) for x in toks]\n ids = ids[:max_seq_len]\n\n padded_ids = ids + ([1] * (max_seq_len - len(ids))) # pad idx = 1\n return padded_ids\n\n # Continuous\n elif isinstance(examples[0], float) or isinstance(examples[0], int):\n example_type = 'continuous'\n vocab = ['N/A']\n if isinstance(examples[0], int):\n featurizer = lambda ex: float(ex)\n else:\n featurizer = lambda ex: ex\n\n # Categorical\n elif isinstance(examples[0], str):\n example_type = 'categorical'\n if not vocab:\n vocab = ['UNK'] + sorted(list(set(examples)))\n tok2id = {tok: i for i, tok in enumerate(vocab)\n featurizer = lambda ex: tok2id.get(ex, 0) # 0 is the unk id.\n\n else: \n print(\"ERROR: unrecognized example type: \", examples[0])\n quit()\n\n return featurizer, example_type, vocab\n\n\ndef get_iterator(vocab, df, name_to_type, batch_size=32, max_seq_len=256):\n \"\"\"Builds a data iterator for text, confounds, and outcomes.\n Args:\n vocab: list(str). The vocabulary to use.\n df: pandas.df. The data we want to iterate over. The columns of\n these data should be a superset of the keys in name_to_type.\n name_to_type: dict. A mapping from variable names to whether they are\n \"input\", \"predict\", or \"control\" variables.\n batch_size: int. The batch size to use.\n max_seq_len: int. Maximum length of text sequences.\n\n Returns: \n A generator which yields dictionaries where variable names are mapped\n to tensors of batched data.\n \"\"\" \n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 2\n \u2022 Unclosed '{' at line 48 - expected '}'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 2\n \u2022 Add closing '}' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
bc44b8524b66c7a720d547f156846ae7572f5832
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Take number, and convert integer to string # Calculate and return number of digits def get_num_digits(num): # Convert int to str num_str = str(num) # Calculate number of digits digits = len(num_str) return digits # Define main function def main(: # Prompt user for an integer number = int(input('Enter an integer: ')) # Obtain number of digits num_digits = get_num_digits(number) # Display result print(f'The number of digits in number {number} is {num_digits}.') # Call main function main()
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 15 - expected ')' • Invalid syntax at line 15: def main(: Fixes: • Add closing ')' bracket • Review syntax near the error location
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 575
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Take number, and convert integer to string\n# Calculate and return number of digits\ndef get_num_digits(num):\n \n # Convert int to str\n num_str = str(num)\n \n # Calculate number of digits\n digits = len(num_str)\n \n return digits\n\n\n# Define main function\ndef main(:\n \n # Prompt user for an integer\n number = int(input('Enter an integer: '))\n \n # Obtain number of digits\n num_digits = get_num_digits(number)\n \n # Display result\n print(f'The number of digits in number {number} is {num_digits}.')\n \n# Call main function\nmain()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 15 - expected ')'\n \u2022 Invalid syntax at line 15: def main(:\n\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
bc44f25c8ff96beccbbd3fbaa05ae2dcf6790cc6
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import print_function from __future__ import absolute_import from __future__ import unicode_literals from __future__ import division from future import standard_library def whois(url, command=False, flags=0): # clean domain to expose netloc ip_match = IPV4_OR_V6.match(url) if ip_match: domain = url try: result = socket.gethostbyaddr(url) except socket.herror as e: pass else: domain = extract_domain(result[0]) else: domain = extract_domain(url) if command: # try native whois command r = subprocess.Popen(['whois', domain], stdout=subprocess.PIPE) text = r.stdout.read().decode() else: # try builtin client nic_client = NICClient() text = nic_client.whois_lookup(None, domain.encode('idna'), flags) return WhoisEntry.load(domain, text) suffixes = None ... [1 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 34: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 13 Unexpected indentation at line 15 Unexpected indentation at line 17 Unexpected indentation at line 19 Unexpected indentation at line 21 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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intermediate
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ui
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code_review
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Pythoncode:Python
| 1
| 0
| 997
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nfrom __future__ import print_function\nfrom __future__ import absolute_import\nfrom __future__ import unicode_literals\nfrom __future__ import division\nfrom future import standard_library\ndef whois(url, command=False, flags=0):\n # clean domain to expose netloc\n ip_match = IPV4_OR_V6.match(url)\n if ip_match:\n domain = url\n try:\n result = socket.gethostbyaddr(url)\n except socket.herror as e:\n pass\n else:\n domain = extract_domain(result[0])\n else:\n domain = extract_domain(url)\n if command:\n # try native whois command\n r = subprocess.Popen(['whois', domain], stdout=subprocess.PIPE)\n text = r.stdout.read().decode()\n else:\n # try builtin client\n nic_client = NICClient()\n text = nic_client.whois_lookup(None, domain.encode('idna'), flags)\n return WhoisEntry.load(domain, text)\n\n\nsuffixes = None\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 34: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 13\n Unexpected indentation at line 15\n Unexpected indentation at line 17\n Unexpected indentation at line 19\n Unexpected indentation at line 21\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
bc450f5f688b95fda7b269a4ca568c7ecc5143ca
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import asyncio from contextlib import AsyncExitStack from aiogram.dispatcher.filters.state import StatesGroup, State from aiogram.dispatcher.storage import FSMContextProxy from aiogram.types import Message, PhotoSize, ReplyKeyboardRemove, ContentTypes from aiogram.utils.helper import HelperMode from dialog.avatar_image_work import download_tg_photo, get_userpic, combine_frame_and_photo_v2, img_to_bio from dialog.base import BaseDialog, message_handler from localization import BaseLocalization from lib.depcont import DepContainer from lib.texts import kbd # todo: accept documents! class AvatarStates(StatesGroup): mode = HelperMode.snake_case # fixme: no state handle MAIN = State() class AvatarDialog(BaseDialog): def __init__(self, loc: BaseLocalization, data: FSMContextProxy, d: DepContainer): super().__init__(loc, data, d) self._work_lock = asyncio.Lock() ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 1
| 2
| 953
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport asyncio\nfrom contextlib import AsyncExitStack\n\nfrom aiogram.dispatcher.filters.state import StatesGroup, State\nfrom aiogram.dispatcher.storage import FSMContextProxy\nfrom aiogram.types import Message, PhotoSize, ReplyKeyboardRemove, ContentTypes\nfrom aiogram.utils.helper import HelperMode\n\nfrom dialog.avatar_image_work import download_tg_photo, get_userpic, combine_frame_and_photo_v2, img_to_bio\nfrom dialog.base import BaseDialog, message_handler\nfrom localization import BaseLocalization\nfrom lib.depcont import DepContainer\nfrom lib.texts import kbd\n\n\n# todo: accept documents!\n\n\nclass AvatarStates(StatesGroup):\n mode = HelperMode.snake_case # fixme: no state handle\n MAIN = State()\n\n\nclass AvatarDialog(BaseDialog):\n def __init__(self, loc: BaseLocalization, data: FSMContextProxy, d: DepContainer):\n super().__init__(loc, data, d)\n self._work_lock = asyncio.Lock()\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 |
bc45c15aebfb0da618b90f3884eb8a545e0f2823
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from skimage.metrics import structural_similarity as ssim from glob import glob from PIL import Image import numpy as np import ntpath import dhash import cv2 from database_structure import database_migrations class preprocess: def __init__(self): # image table values to insert in database self.images_list = dict() self.image_store = list() def load_images_into_to_db(self): for img_type in ALLOWED_EXTENSIONS: images = glob(IMAGE_FOLDER + "/*" + img_type) for img in images: imgname = ntpath.basename(img) values = imgname, IMAGE_FOLDER, "local" print(values) db_ops.image_store_migrations() # TODO Abstract requests and insert from database db_ops.insert_operations("image_store", values) def request_list_of_images_in_db(self): # images = glob(IMAGE_FOLDER + "/*" + img_type) images = db_ops.request_matches("image_store") print("list from database" + str(images)) self.image_store.clear() self.images_list.clear() for img in images: # get image name print("current list" + str(self.image_store)) self.images_list["image_id"] = img[0] self.images_list["image_name"] = img[1] print("Check the values" + str(self.images_list)) self.image_store.append(self.images_list.copy()) print("Check the images" + str(self.image_store)) print("We have" + str(len(self.image_store)) + "images in the store") Error: SyntaxError / EOF
|
Fixed Code: from skimage.metrics import structural_similarity as ssim from glob import glob from PIL import Image import numpy as np import ntpath import dhash import cv2 from database_structure import database_migrations class preprocess: def __init__(self): # image table values to insert in database self.images_list = dict() self.image_store = list() def load_images_into_to_db(self): for img_type in ALLOWED_EXTENSIONS: images = glob(IMAGE_FOLDER + "/*" + img_type) for img in images: Explanation: Complete the truncated code structure
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advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 5
| 2
| 1,607
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom skimage.metrics import structural_similarity as ssim\nfrom glob import glob\nfrom PIL import Image\nimport numpy as np\nimport ntpath\nimport dhash\nimport cv2\n\nfrom database_structure import database_migrations\n\nclass preprocess:\n def __init__(self):\n # image table values to insert in database\n self.images_list = dict()\n self.image_store = list()\n\n def load_images_into_to_db(self):\n for img_type in ALLOWED_EXTENSIONS:\n images = glob(IMAGE_FOLDER + \"/*\" + img_type)\n for img in images:\n imgname = ntpath.basename(img)\n values = imgname, IMAGE_FOLDER, \"local\"\n print(values)\n db_ops.image_store_migrations()\n # TODO Abstract requests and insert from database\n db_ops.insert_operations(\"image_store\", values)\n\n def request_list_of_images_in_db(self):\n # images = glob(IMAGE_FOLDER + \"/*\" + img_type)\n images = db_ops.request_matches(\"image_store\")\n print(\"list from database\" + str(images))\n self.image_store.clear()\n self.images_list.clear()\n for img in images:\n # get image name\n print(\"current list\" + str(self.image_store))\n self.images_list[\"image_id\"] = img[0]\n self.images_list[\"image_name\"] = img[1]\n print(\"Check the values\" + str(self.images_list))\n self.image_store.append(self.images_list.copy())\n print(\"Check the images\" + str(self.image_store))\n\n print(\"We have\" + str(len(self.image_store)) + \"images in the store\")\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom skimage.metrics import structural_similarity as ssim\nfrom glob import glob\nfrom PIL import Image\nimport numpy as np\nimport ntpath\nimport dhash\nimport cv2\n\nfrom database_structure import database_migrations\n\nclass preprocess:\n def __init__(self):\n # image table values to insert in database\n self.images_list = dict()\n self.image_store = list()\n\n def load_images_into_to_db(self):\n for img_type in ALLOWED_EXTENSIONS:\n images = glob(IMAGE_FOLDER + \"/*\" + img_type)\n for img in images:\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc498b7d39a14ae7cd3ad1e6341af40bb6279e72
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import discord from discord.ext import commands import os import json from datetime import date, datetime, timedelta from .utils import helper_functions as hf from copy import deepcopy class Jpserv(commands.Cog): """Modules unique for the Japanese server""" ... [2 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
oop
|
refactoring
|
Pythoncode:Python
| 0
| 1
| 311
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport discord\nfrom discord.ext import commands\nimport os\nimport json\nfrom datetime import date, datetime, timedelta\nfrom .utils import helper_functions as hf\nfrom copy import deepcopy\n\nclass Jpserv(commands.Cog):\n \"\"\"Modules unique for the Japanese server\"\"\"\n\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 |
bc49a143fb9688648101a0602142d480263709b3
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python3 from components import ProgramState import binaryninja as binja import argparse import os.path import curses # TODO...impliment live-refreashing the settings.json during run (add the keybinding and check for it here in the global input loop) # TODO...support multi-key presses? Not sure if this already works or not # TODO...make sure to support small terminals (I think it does right now, but I should add some more checks so nothing goes out of bounds) def main(stdscr): # Setup parser = argparse.ArgumentParser(description='Nearly Headless BinaryNinja.') parser.add_argument('filename', nargs='?', default="") args = parser.parse_args() program = '' if not args.filename == "": if os.path.isfile(args.filename): bv = binja.BinaryViewType.get_view_of_file(''.join(args.filename), False) bv.update_analysis() while not str(bv.analysis_progress) == "Idle": prog = bv.analysis_progress stdscr.erase() stdscr.border() state = '' if prog.state == binja.AnalysisState.DisassembleState: state = "Disassembling" else: state = "Analyzing" loadingText = "Loading File: " prog = int((prog.count/(prog.total+1))*34.0) stdscr.addstr(2, 4, loadingText) stdscr.addstr(2, 4 + len(loadingText), state) stdscr.addstr(4, 4, '[' + '#'*prog + ' '*(34-prog + ']') stdscr.refresh() program = ProgramState(stdscr, bv) else: raise IOError("File does not exist.") else: program = ProgramState(stdscr) key = "" while program.is_running: # Input Filtering try: key = stdscr.getkey() except curses.error as err: if not str(err) == "no input": raise curses.error(str(err)) else: key = "" # Clear Key Buffer # Rendering and input program.parseInput(key) program.render() curses.doupdate() if __name__ == "__main__": background = "2a2a2a" text = "e0e0e0" curses.wrapper(main) Error: SyntaxError: unmatched brackets
|
Fixed Code: #!/usr/bin/env python3 from components import ProgramState import binaryninja as binja import argparse import os.path import curses # TODO...impliment live-refreashing the settings.json during run (add the keybinding and check for it here in the global input loop) # TODO...support multi-key presses? Not sure if this already works or not # TODO...make sure to support small terminals (I think it does right now, but I should add some more checks so nothing goes out of bounds) def main(stdscr): # Setup parser = argparse.ArgumentParser(description='Nearly Headless BinaryNinja.') parser.add_argument('filename', nargs='?', default="") args = parser.parse_args() program = '' if not args.filename == "": Explanation: Add missing ')' bracket at line 41
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intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 2,026
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python3\n\nfrom components import ProgramState\nimport binaryninja as binja\nimport argparse\nimport os.path\nimport curses\n\n# TODO...impliment live-refreashing the settings.json during run (add the keybinding and check for it here in the global input loop)\n# TODO...support multi-key presses? Not sure if this already works or not\n# TODO...make sure to support small terminals (I think it does right now, but I should add some more checks so nothing goes out of bounds)\n\ndef main(stdscr):\n # Setup\n parser = argparse.ArgumentParser(description='Nearly Headless BinaryNinja.')\n parser.add_argument('filename', nargs='?', default=\"\")\n args = parser.parse_args()\n\n program = ''\n if not args.filename == \"\":\n if os.path.isfile(args.filename):\n\n bv = binja.BinaryViewType.get_view_of_file(''.join(args.filename), False)\n bv.update_analysis()\n while not str(bv.analysis_progress) == \"Idle\":\n prog = bv.analysis_progress\n\n stdscr.erase()\n stdscr.border()\n\n state = ''\n if prog.state == binja.AnalysisState.DisassembleState:\n state = \"Disassembling\"\n else:\n state = \"Analyzing\"\n loadingText = \"Loading File: \"\n\n prog = int((prog.count/(prog.total+1))*34.0)\n stdscr.addstr(2, 4, loadingText)\n stdscr.addstr(2, 4 + len(loadingText), state)\n stdscr.addstr(4, 4, '[' + '#'*prog + ' '*(34-prog + ']')\n stdscr.refresh()\n program = ProgramState(stdscr, bv)\n else:\n raise IOError(\"File does not exist.\")\n else:\n program = ProgramState(stdscr)\n\n key = \"\"\n while program.is_running:\n # Input Filtering\n try:\n key = stdscr.getkey()\n except curses.error as err:\n if not str(err) == \"no input\":\n raise curses.error(str(err))\n else:\n key = \"\" # Clear Key Buffer\n\n # Rendering and input\n program.parseInput(key)\n program.render()\n curses.doupdate()\n\n\nif __name__ == \"__main__\":\n background = \"2a2a2a\"\n text = \"e0e0e0\"\n curses.wrapper(main)\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python3\n\nfrom components import ProgramState\nimport binaryninja as binja\nimport argparse\nimport os.path\nimport curses\n\n# TODO...impliment live-refreashing the settings.json during run (add the keybinding and check for it here in the global input loop)\n# TODO...support multi-key presses? Not sure if this already works or not\n# TODO...make sure to support small terminals (I think it does right now, but I should add some more checks so nothing goes out of bounds)\n\ndef main(stdscr):\n # Setup\n parser = argparse.ArgumentParser(description='Nearly Headless BinaryNinja.')\n parser.add_argument('filename', nargs='?', default=\"\")\n args = parser.parse_args()\n\n program = ''\n if not args.filename == \"\":\n\n Explanation: Add missing ')' bracket at line 41"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
bc4baf04ed5a5ebda75a1b19ad254a0f725f6190
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Copyright 2015 The TensorFlow Authors. 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. # ============================================================================== class Pooling3D(Layer): """Pooling layer for arbitrary pooling functions, for 3D inputs. This class only exists for code reuse. It will never be an exposed API. Args: pool_function: The pooling function to apply, e.g. `tf.nn.max_pool2d`. pool_size: An integer or tuple/list of 3 integers: (pool_depth, pool_height, pool_width) specifying the size of the pooling window. Can be a single integer to specify the same value for all spatial dimensions. strides: An integer or tuple/list of 3 integers, specifying the strides of the pooling operation. Can be a single integer to specify the same value for all spatial dimensions. padding: A string. The padding method, either 'valid' or 'same'. Case-insensitive. data_format: A string, one of `channels_last` (default) or `channels_first`. The ordering of the dimensions in the inputs. `channels_last` corresponds to inputs with shape `(batch, depth, height, width, channels)` while `channels_first` corresponds to inpu Error: SyntaxError / EOF
|
Fixed Code: # Copyright 2015 The TensorFlow Authors. 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. # ============================================================================== class Pooling3D(Layer): """Pooling layer for arbitrary pooling functions, for 3D inputs. This class only exists for code reuse. It will never be an exposed API. Args: Explanation: Complete the truncated code structure
|
advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 1,808
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright 2015 The TensorFlow Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ==============================================================================\nclass Pooling3D(Layer):\n \"\"\"Pooling layer for arbitrary pooling functions, for 3D inputs.\n\n This class only exists for code reuse. It will never be an exposed API.\n\n Args:\n pool_function: The pooling function to apply, e.g. `tf.nn.max_pool2d`.\n pool_size: An integer or tuple/list of 3 integers:\n (pool_depth, pool_height, pool_width)\n specifying the size of the pooling window.\n Can be a single integer to specify the same value for\n all spatial dimensions.\n strides: An integer or tuple/list of 3 integers,\n specifying the strides of the pooling operation.\n Can be a single integer to specify the same value for\n all spatial dimensions.\n padding: A string. The padding method, either 'valid' or 'same'.\n Case-insensitive.\n data_format: A string, one of `channels_last` (default) or\n `channels_first`.\n The ordering of the dimensions in the inputs.\n `channels_last` corresponds to inputs with shape\n `(batch, depth, height, width, channels)`\n while `channels_first` corresponds to\n inpu\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright 2015 The TensorFlow Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ==============================================================================\nclass Pooling3D(Layer):\n \"\"\"Pooling layer for arbitrary pooling functions, for 3D inputs.\n\n This class only exists for code reuse. It will never be an exposed API.\n\n Args:\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
bc4d5b7bde1ce5d45b97c67684a8f6c61429eb5b
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import moviepy.editor as mpy import moviepy.video.fx.all as vfx import subprocess as sp # Crop and resize video clip = mpy.VideoFileClip("smoke.mp4") (w, h) = clip.size cropped_clip = vfx.crop(clip, width=(h/128)*64, height=h, x1=w/4*3-100, y1=0).resize((64, 128)) cropped_clip.write_videofile('smoke-cropped.mp4') # Convert video to frames # Make sure to install ffmpeg on machine
|
cmd='ffmpeg -i /path/to/smoke-cropped.mp4 /path/to/frames_temp/%d.bmp' sp.call(cmd,shell=True) # Convert image to black and white bitmap for i in range(202): col = Image.open("frames_temp/" + str(i + 1) + ".bmp") gray = col.convert('L') bw = gray.point(lambda x: 0 if x<128 else 255, '1') bw.save("frames/" + str(i) + ".bmp")
|
intermediate
|
data_processing
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 726
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport moviepy.editor as mpy\nimport moviepy.video.fx.all as vfx\nimport subprocess as sp\n\n# Crop and resize video\nclip = mpy.VideoFileClip(\"smoke.mp4\")\n(w, h) = clip.size\ncropped_clip = vfx.crop(clip, width=(h/128)*64, height=h, x1=w/4*3-100, y1=0).resize((64, 128))\ncropped_clip.write_videofile('smoke-cropped.mp4')\n\n# Convert video to frames\n# Make sure to install ffmpeg on machine"}, {"role": "assistant", "content": "\ncmd='ffmpeg -i /path/to/smoke-cropped.mp4 /path/to/frames_temp/%d.bmp'\nsp.call(cmd,shell=True)\n\n# Convert image to black and white bitmap\nfor i in range(202):\n col = Image.open(\"frames_temp/\" + str(i + 1) + \".bmp\")\n gray = col.convert('L')\n bw = gray.point(lambda x: 0 if x<128 else 255, '1')\n bw.save(\"frames/\" + str(i) + \".bmp\")"}]
| false
| null | null | null |
bc4d689703a555cde99de572dc764b14b5f45f70
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: """This contains the configuration of the Rolodex application.""" # Django Imports from django.apps import AppConfig class RolodexConfig(AppConfig): name = "ghostwriter.rolodex" def ready(self): try: import ghostwriter.rolodex.signals # noqa F401 isort:s except ImportError: pass
|
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
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 321
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\"\"\"This contains the configuration of the Rolodex application.\"\"\"\n\n# Django Imports\nfrom django.apps import AppConfig\n\n\nclass RolodexConfig(AppConfig):\n name = \"ghostwriter.rolodex\"\n\n def ready(self):\n try:\nimport ghostwriter.rolodex.signals # noqa F401 isort:s\n except ImportError:\n pass"}, {"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
|
bc4dbd4536189e5c83cb95261570c971ee7df77f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Generated by Django 4.0.3 on 2022-03-01 14:42 from django.conf import settings from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ migrations.swappable_dependency(settings.AUTH_USER_MODEL), ('boards', '0023_alter_image_type'), ] operations = [ migrations.AddField( model_name='boardpreferences', name='moderators', field=models.ManyToManyField(blank=True, related_name='moderated_boards', to=settings.AUTH_USER_MODEL), ), ]
|
Classes: Migration This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 560
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Generated by Django 4.0.3 on 2022-03-01 14:42\n\nfrom django.conf import settings\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n migrations.swappable_dependency(settings.AUTH_USER_MODEL),\n ('boards', '0023_alter_image_type'),\n ]\n\n operations = [\n migrations.AddField(\n model_name='boardpreferences',\n name='moderators',\n field=models.ManyToManyField(blank=True, related_name='moderated_boards', to=settings.AUTH_USER_MODEL),\n ),\n ]"}, {"role": "assistant", "content": " Classes: Migration\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
bc4f1db83b181105ad1b030028d4a99321957de7
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: ''' Created on Mar 22, 2020 @author: Michal.Busta at gmail.com ''' #get rid of the optimizer state ... import to
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 1 Fixes: • Complete the expression on the last line • Add closing quote at line 1
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 115
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n'''\nCreated on Mar 22, 2020\n\n@author: Michal.Busta at gmail.com\n'''\n\n#get rid of the optimizer state ... \nimport to"}, {"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 1\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 1"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
bc4f5018d00b3586d20735c150c38e4b306f48f3
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import os import re from setuptools import setup version = re.search( '^__version__\s*=\s*"(.*)"', open('braumeister/braumeister.py').read(), re.M ).group(1) def read(fname): ... code continues ...
|
Completion: Missing: Function 'read' is incomplete - body truncated To complete: • Complete the function 'read' body and add missing return Example continuation: return open(os.path.join(os.path.dirname(__file__), fname)).read() setup( name="braumeister",
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 190
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport os\nimport re\n\nfrom setuptools import setup\n\nversion = re.search(\n '^__version__\\s*=\\s*\"(.*)\"',\n open('braumeister/braumeister.py').read(),\n re.M\n).group(1)\n\n\ndef read(fname):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'read' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'read' body and add missing return\n\n Example continuation:\n return open(os.path.join(os.path.dirname(__file__), fname)).read()\n\n\nsetup(\n name=\"braumeister\","}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
bc4fb0ed6bbdc4f3f5e43225548f14915b084779
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # standard library imports import os # third party imports import numpy as np from PIL import Image import torch.nn as nn from torchvision import transforms # local imports import config from . import utils from . import geometric_transformer class GeoTransformationInfer(nn.Module): def __init__(self, output_dir="./output/results"): super(GeoTransformationInfer, self).
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 21: super(GeoTransformationInfer, self). Fixes: • Complete the expression on the last line • Review syntax near the error location
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 2
| 1
| 381
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# standard library imports\nimport os\n\n# third party imports\nimport numpy as np\nfrom PIL import Image\n\nimport torch.nn as nn\nfrom torchvision import transforms\n\n\n# local imports\nimport config\nfrom . import utils\nfrom . import geometric_transformer\n\n\n\nclass GeoTransformationInfer(nn.Module):\n\tdef __init__(self, output_dir=\"./output/results\"):\n\t\tsuper(GeoTransformationInfer, self)."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 21: \t\tsuper(GeoTransformationInfer, self).\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
bc500a982cb78bb46e6aa705ee116eae36444405
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from pathlib import Path import h5py import numpy as np from torchvision.datasets.vision import VisionDataset from PIL import Image import requests import zipfile from tqdm import tqdm def download_file_from_google_drive(id, destination): URL = "https://docs.google.com/uc?export=download" session = requests.Session() response = session.get(URL, params = { 'id' : id }, stream = True) token = get_confirm_token(response) if token: params = { 'id' : id, 'confirm' : token } response = session.get(URL, params = params, stream = True) save_response_content(response, destination) def get_confirm_token(response): for key, value in response.cookies.items(): if key.startswith('download_warning'): return value return None def save_response_content(response, destination): CHUNK_SIZE = 32768 with open(destination, "wb") as f: for chunk in tqdm(response.iter_content(CHUNK_SIZE)): if chunk: # filter out keep-alive new chunks f.write(chunk) class Fonts(VisionDataset): url_id = '0B0GtwTQ6IF9AU3NOdzFzUWZ0aDQ' base_folder = 'fonts' ... [6 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 3
| 1
| 1,209
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom pathlib import Path\n\nimport h5py\nimport numpy as np\nfrom torchvision.datasets.vision import VisionDataset\nfrom PIL import Image\n\nimport requests\nimport zipfile\nfrom tqdm import tqdm\n\ndef download_file_from_google_drive(id, destination):\n URL = \"https://docs.google.com/uc?export=download\"\n\n session = requests.Session()\n\n response = session.get(URL, params = { 'id' : id }, stream = True)\n token = get_confirm_token(response)\n\n if token:\n params = { 'id' : id, 'confirm' : token }\n response = session.get(URL, params = params, stream = True)\n\n save_response_content(response, destination)\n\ndef get_confirm_token(response):\n for key, value in response.cookies.items():\n if key.startswith('download_warning'):\n return value\n\n return None\n\ndef save_response_content(response, destination):\n CHUNK_SIZE = 32768\n\n with open(destination, \"wb\") as f:\n for chunk in tqdm(response.iter_content(CHUNK_SIZE)):\n if chunk: # filter out keep-alive new chunks\n f.write(chunk)\n\nclass Fonts(VisionDataset):\n\n url_id = '0B0GtwTQ6IF9AU3NOdzFzUWZ0aDQ'\n base_folder = 'fonts'\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
bc50340e05b5a45da8fec5c4d61ac3cccc89e3f0
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: """ link: https://leetcode.com/problems/permutations-ii problem: 求全排列，nums中存在重复数 solution: 同46，加上排序即可 """ class Solution: def permuteUnique(self, nums: List[int]) -> List[List[int]]: if len(nums) == 1: return [nums] new_nums = nums.copy() # Complete this line res = [] for i in range(0, len(new_nums)): if i + 1 < len(new_nums) and new_nums[i] == new_nums[i + 1]: continue new_nums[i], new_nums[0] = new_nums[0], new_nums[i] sub_result = self.permuteUnique(new_nums[1:]) for r in sub_result: res.append([new_nums[0]] + r.copy()) new_nums[i], new_nums[0] = new_nums[0], new_nums[i] return res
|
The missing line is: new_nums.sort()
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 774
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"\r\n\r\nlink: https://leetcode.com/problems/permutations-ii\r\n\r\nproblem: \u6c42\u5168\u6392\u5217\uff0cnums\u4e2d\u5b58\u5728\u91cd\u590d\u6570\r\n\r\nsolution: \u540c46\uff0c\u52a0\u4e0a\u6392\u5e8f\u5373\u53ef\r\n\r\n\"\"\"\r\n\r\nclass Solution:\r\n def permuteUnique(self, nums: List[int]) -> List[List[int]]:\r\n if len(nums) == 1:\r\n return [nums]\r\n new_nums = nums.copy()\r\n # Complete this line\n res = []\r\n for i in range(0, len(new_nums)):\r\n if i + 1 < len(new_nums) and new_nums[i] == new_nums[i + 1]:\r\n continue\r\n new_nums[i], new_nums[0] = new_nums[0], new_nums[i]\r\n sub_result = self.permuteUnique(new_nums[1:])\r\n for r in sub_result:\r\n res.append([new_nums[0]] + r.copy())\r\n new_nums[i], new_nums[0] = new_nums[0], new_nums[i]\r\n return res"}, {"role": "assistant", "content": "The missing line is:\n new_nums.sort()"}]
| false
| null | null | null |
bc511f5404ed81ec6c064f4f97b303375361769d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import findspark findspark.init() from pyspark import SparkConf,SparkContext from pyspark.streaming import StreamingContext from pyspark.sql import Row,SQLContext import sys import requests def tmp(x): y = (x.split(';')[7]).split(',') return (y) def forf(x): for i in x: yield (i,1) def topprint(time,rdd): res1=rdd.take(5) count=0 for i in res1:
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Block at line 22 has no body - expected indented block • IndentationError at line 22 Fix: Complete the function 'topprint' body and add missing return
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 359
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport findspark\nfindspark.init()\n\nfrom pyspark import SparkConf,SparkContext\nfrom pyspark.streaming import StreamingContext\nfrom pyspark.sql import Row,SQLContext\nimport sys\nimport requests\n\n\ndef tmp(x):\n\ty = (x.split(';')[7]).split(',')\n\treturn (y)\n\ndef forf(x):\n\tfor i in x:\n\t\tyield (i,1)\n\ndef topprint(time,rdd):\n\tres1=rdd.take(5)\n\tcount=0\n\tfor i in res1:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Block at line 22 has no body - expected indented block\n \u2022 IndentationError at line 22\n\n Fix: Complete the function 'topprint' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
bc535e8c70a7ae7d8c05a67decf44c291034483f
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Generated by Django 4.0.1 on 2022-01-20 13:10 import courses.fields from django.db import migrations class Migration(migrations.Migration): dependencies = [ ('courses', '0002_video_text_image_file_content'), ] operations = [ migrations.AlterModelOptions( name='content', options={'ordering': ['order']}, ), migrations.AlterModelOptions( name='module', options={'ordering': ['order']}, ),
|
migrations.AddField( model_name='content', name='order', field=courses.fields.OrderField(blank=True, default=0), preserve_default=False, ), migrations.AddField( model_name='module', name='order', field=courses.fields.OrderField(blank=True, default=0), preserve_default=False, ), ]
|
advanced
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 1
| 908
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Generated by Django 4.0.1 on 2022-01-20 13:10\n\nimport courses.fields\nfrom django.db import migrations\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('courses', '0002_video_text_image_file_content'),\n ]\n\n operations = [\n migrations.AlterModelOptions(\n name='content',\n options={'ordering': ['order']},\n ),\n migrations.AlterModelOptions(\n name='module',\n options={'ordering': ['order']},\n ),"}, {"role": "assistant", "content": "\n migrations.AddField(\n model_name='content',\n name='order',\n field=courses.fields.OrderField(blank=True, default=0),\n preserve_default=False,\n ),\n migrations.AddField(\n model_name='module',\n name='order',\n field=courses.fields.OrderField(blank=True, default=0),\n preserve_default=False,\n ),\n ]"}]
| false
| null | null | null |
bc53c586e44516a506fdeff0f180d92c8730dd5b
|
TheStack--python--000.parquet
|
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