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Find all errors in this Pythoncode:Python code: def cube(number):
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Block at line 1 has no body - expected indented block • IndentationError at line 1 Fix: Complete the function 'cube' body and add missing return
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 17
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef cube(number):"}, {"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 1 has no body - expected indented block\n \u2022 IndentationError at line 1\n\n Fix: Complete the function 'cube' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
92cb45afbfe997d9e2fe7ab0970f2d0910fc5659
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: try: from unittest.mock import patch except ImportError: # pragma: no cover from mock import patch from proofreader.runner import run, _run_command def test_it_will_return_1_exit_code_on_failure(bad_py_file): try: run(targets=[bad_py_file.strpath]) except SystemExit as exception: assert exception.code == 1 def test_it_will_return_zero_exit_code_on_success(good_py_file): try: run(targets=[good_py_file.strpath]) except SystemExit as exception: assert exception.code == 0 def test_it_returns_zero_exit_code_on_builtin_shadowing_fail(builtin_fail_py_file): try: run(targets=[builtin_fail_py_file.strpath]) except SystemExit as exception: assert exception.code == 0 def test_run_command_will_return_a_bool(): with patch('proofreader.runner.Popen') as mock_popen: mock_popen.returncode = 0 result = _run_command('dummy_cmd', [''], ['']) assert isinstance(result, bool) def test_will_return_zero_on_success_with_license_check(good_py_file): try: run(targets=[good_py_file.strpath], check_licenses=True) except SystemExit as exception: assert exception.code == 0
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 5
| 0
| 1,203
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\ntry:\n from unittest.mock import patch\nexcept ImportError: # pragma: no cover\n from mock import patch\n\nfrom proofreader.runner import run, _run_command\n\n\ndef test_it_will_return_1_exit_code_on_failure(bad_py_file):\n try:\n run(targets=[bad_py_file.strpath])\n except SystemExit as exception:\n assert exception.code == 1\n\n\ndef test_it_will_return_zero_exit_code_on_success(good_py_file):\n try:\n run(targets=[good_py_file.strpath])\n except SystemExit as exception:\n assert exception.code == 0\n\n\ndef test_it_returns_zero_exit_code_on_builtin_shadowing_fail(builtin_fail_py_file):\n try:\n run(targets=[builtin_fail_py_file.strpath])\n except SystemExit as exception:\n assert exception.code == 0\n\n\ndef test_run_command_will_return_a_bool():\n with patch('proofreader.runner.Popen') as mock_popen:\n mock_popen.returncode = 0\n result = _run_command('dummy_cmd', [''], [''])\n assert isinstance(result, bool)\n\n\ndef test_will_return_zero_on_success_with_license_check(good_py_file):\n try:\n run(targets=[good_py_file.strpath], check_licenses=True)\n except SystemExit as exception:\n assert exception.code == 0"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
92cd8cee441a839cf57967c393c922a1fab007b8
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from tanim.utils.config_ops import digest_config from tanim.utils.iterables import list_update # Currently, this is only used by both Scene and Mobject. # Still, we abstract its functionality here, albeit purely nominally. # All actual implementation has to be handled by derived classes for now. class Container(object): def __init__(self, **kwargs): digest_config(self, kwargs) self.submobjects = [] # Is it really better to name it submobjects? def add(self, *mobjects): if self in mobjects: raise Exception("Mobject cannot contain self") self.submobjects = list_update(self.submobjects, mobjects) return self def add_to_back(self, *mobjects): self.remove(*mobjects) self.submobjects = list(mobjects) + self.submobjects return self def remove(self, *mobjects, ): for mobject in mobjects: for submod in self.submobjects: if isinstance(submod, GroupContainer): submod.remove(mobject) elif mobject == submod: self.submobjects.remove(mobject) return self class GroupContainer(Container): def __init__(self, *containers, **kwargs): self.add(*containers)
|
Functions: __init__, add, add_to_back, remove, __init__ Classes: Container, GroupContainer This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 5
| 2
| 1,266
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom tanim.utils.config_ops import digest_config\nfrom tanim.utils.iterables import list_update\n\n\n# Currently, this is only used by both Scene and Mobject.\n# Still, we abstract its functionality here, albeit purely nominally.\n# All actual implementation has to be handled by derived classes for now.\n\n\nclass Container(object):\n def __init__(self, **kwargs):\n digest_config(self, kwargs)\n self.submobjects = [] # Is it really better to name it submobjects?\n\n def add(self, *mobjects):\n if self in mobjects:\n raise Exception(\"Mobject cannot contain self\")\n self.submobjects = list_update(self.submobjects, mobjects)\n return self\n\n def add_to_back(self, *mobjects):\n self.remove(*mobjects)\n self.submobjects = list(mobjects) + self.submobjects\n return self\n\n def remove(self, *mobjects, ):\n for mobject in mobjects:\n for submod in self.submobjects:\n if isinstance(submod, GroupContainer):\n submod.remove(mobject)\n elif mobject == submod:\n self.submobjects.remove(mobject)\n return self\n\n\nclass GroupContainer(Container):\n def __init__(self, *containers, **kwargs):\n self.add(*containers)"}, {"role": "assistant", "content": " Functions: __init__, add, add_to_back, remove, __init__\n Classes: Container, GroupContainer\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
92ce1ba4b6776bf939e55fcd9a49ebf0d28494b0
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from config import * def fetch_all_article(): try: cur = db.cursor() sql = "SELECT * FROM article WHERE article_status='N'" db.ping(reconnect=True) cur.execute(sql) result = cur.fetchall() db.commit() cur.close() return result except Exception as e: print(e) def add_article_to_db(title, due): try: cur = db.cursor() sql = "INSERT INTO article(article_title,article_dueday)VALUES ('%s','%s')" % (title, due) db.ping(reconnect=True) cur.execute(sql) db.commit() cur.close() except Exception as e: print(e) def fetch_all_mkt_staff(): try: cur = db.cursor() sql = "SELECT Name,email FROM user WHERE type=5" db.ping(reconnect=True) cur.execute(sql) result = cur.fetchall() db.commit() cur.close() return result except Exception as e: print(e) def get_article_id(title): try: Error: SyntaxError / EOF
|
Fixed Code: from config import * def fetch_all_article(): try: cur = db.cursor() sql = "SELECT * FROM article WHERE article_status='N'" db.ping(reconnect=True) cur.execute(sql) result = cur.fetchall() db.commit() cur.close() return result except Exception as e: print(e) def add_article_to_db(title, due): try: cur = db.cursor() Explanation: Complete the truncated code structure
|
advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 8
| 0
| 1,006
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom config import *\n\n\ndef fetch_all_article():\n try:\n cur = db.cursor()\n sql = \"SELECT * FROM article WHERE article_status='N'\"\n db.ping(reconnect=True)\n cur.execute(sql)\n result = cur.fetchall()\n db.commit()\n cur.close()\n return result\n except Exception as e:\n print(e)\n\n\ndef add_article_to_db(title, due):\n try:\n cur = db.cursor()\n sql = \"INSERT INTO article(article_title,article_dueday)VALUES ('%s','%s')\" % (title, due)\n db.ping(reconnect=True)\n cur.execute(sql)\n db.commit()\n cur.close()\n except Exception as e:\n print(e)\n\n\ndef fetch_all_mkt_staff():\n try:\n cur = db.cursor()\n sql = \"SELECT Name,email FROM user WHERE type=5\"\n db.ping(reconnect=True)\n cur.execute(sql)\n result = cur.fetchall()\n db.commit()\n cur.close()\n return result\n except Exception as e:\n print(e)\n\n\ndef get_article_id(title):\n try:\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom config import *\n\n\ndef fetch_all_article():\n try:\n cur = db.cursor()\n sql = \"SELECT * FROM article WHERE article_status='N'\"\n db.ping(reconnect=True)\n cur.execute(sql)\n result = cur.fetchall()\n db.commit()\n cur.close()\n return result\n except Exception as e:\n print(e)\n\n\ndef add_article_to_db(title, due):\n try:\n cur = db.cursor()\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
92ce6473bab7c8882ecd1ab85554b02e243b4587
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python """Extract events from kafka and write them to hdfs """ import json from pyspark.sql import SparkSession, Row from pyspark.sql.functions import udf @udf('boolean') def is_purchase(event_as_json): event = json.loads(event_as_json) if event['event_type'] == 'purchase_sword': return True return False def main(): """main """ spark = SparkSession \
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 2 Fix: Close the string literal with matching quote
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 412
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\"\"\"Extract events from kafka and write them to hdfs\n\"\"\"\nimport json\nfrom pyspark.sql import SparkSession, Row\nfrom pyspark.sql.functions import udf\n\n\n@udf('boolean')\ndef is_purchase(event_as_json):\n event = json.loads(event_as_json)\n if event['event_type'] == 'purchase_sword':\n return True\n return False\n\n\ndef main():\n \"\"\"main\n \"\"\"\n spark = SparkSession \\"}, {"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 2\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
92cea7421504e38a8678084f761b6c6af9dcfff2
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import numpy as np from pysz import compress, decompress def test_compress_decompress(): a = np.linspace(0, 100, num=1000000).reshape((100, 100, 100)).astype(np.float32) tolerance = 0.0001 compressed = compress(a, tolerance=tolerance) recovered = decompress(compressed, a.shape, a.dtype)
|
assert(a.shape == recovered.shape) assert(np.allclose(a, recovered, atol=tolerance)) test_compress_decompress()
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 434
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport numpy as np\nfrom pysz import compress, decompress\n\n\ndef test_compress_decompress():\n a = np.linspace(0, 100, num=1000000).reshape((100, 100, 100)).astype(np.float32)\n tolerance = 0.0001\n compressed = compress(a, tolerance=tolerance)\n\n recovered = decompress(compressed, a.shape, a.dtype)"}, {"role": "assistant", "content": "\n \n assert(a.shape == recovered.shape)\n assert(np.allclose(a, recovered, atol=tolerance))\n\n\ntest_compress_decompress()"}]
| false
| null | null | null |
92cec8b3278d323143a4d7cc2f5e6ab7db12785e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import json from sparkdq.outliers.params.OutlierSolverParams import OutlierSolverParams from sparkdq.outliers.OutlierSolver import OutlierSolver class KSigmaParams(OutlierSolverParams): def __init__(self, deviation=1.5): self.deviation = deviation def model(self): return OutlierSolver.kSigma @staticmethod def from_json(json_str): d = json.loads(json_str) return KSigmaParams(d["deviation"])
|
Code analysis results: 🔴 Errors found: Block at line 7 has no indented body ⚠️ Warnings: Unexpected indentation at line 16 Unexpected indentation at line 18 💡 Suggestions: Add docstring to class 'KSigmaParams'
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 3
| 1
| 447
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport json\n\nfrom sparkdq.outliers.params.OutlierSolverParams import OutlierSolverParams\nfrom sparkdq.outliers.OutlierSolver import OutlierSolver\n\n\nclass KSigmaParams(OutlierSolverParams):\n\n def __init__(self, deviation=1.5):\n self.deviation = deviation\n\n def model(self):\n return OutlierSolver.kSigma\n\n @staticmethod\n def from_json(json_str):\n d = json.loads(json_str)\n return KSigmaParams(d[\"deviation\"])"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 7 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 16\n Unexpected indentation at line 18\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'KSigmaParams'"}]
| false
| null | null | null |
92cf711f3ee4d4acd21a60efb873e479a2b9db00
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from alerta.models.alert import Alert from alerta.webhooks import WebhookBase class SentryWebhook(WebhookBase): def incoming(self, query_string, payload): # For Sentry v9 # Defaults to value before Sentry v9 if 'request' in payload.get('event'): key = 'request' else: key = 'sentry.interfaces.Http' if payload.get('event')[key]['env'].get('ENV', 'prod') == 'prod': environment = 'Production' else: environment = 'Development' if payload['level'] == 'error': severity = 'critical' ... code continues ...
|
Completion: Missing: Function 'incoming' is incomplete - body truncated To complete: • Complete the function 'incoming' body and add missing return Example continuation: else: severity = 'ok' return Alert( resource=payload['culprit'],
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 1
| 606
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\nfrom alerta.models.alert import Alert\nfrom alerta.webhooks import WebhookBase\n\n\nclass SentryWebhook(WebhookBase):\n\n def incoming(self, query_string, payload):\n\n # For Sentry v9\n # Defaults to value before Sentry v9\n if 'request' in payload.get('event'):\n key = 'request'\n else:\n key = 'sentry.interfaces.Http'\n\n if payload.get('event')[key]['env'].get('ENV', 'prod') == 'prod':\n environment = 'Production'\n else:\n environment = 'Development'\n\n if payload['level'] == 'error':\n severity = 'critical'\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'incoming' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'incoming' body and add missing return\n\n Example continuation:\n else:\n severity = 'ok'\n\n return Alert(\n resource=payload['culprit'],"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
92d067e85ffe42672816ef3e9eaff85647966d45
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def main(request, response): headers = [("Content-type", "text/html;charset=shift-jis"] # Shift-JIS bytes for katakana TE SU TO ('test') content = chr(0x83) + chr(0x65) + chr(0x83) + chr(0x58) + chr(0x83) + chr(0x67); return headers, content
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unmatched closing bracket ']' at line 2 • Unclosed '[' at line 2 - expected ']' • Unclosed '(' at line 2 - expected ')' Fix: Add missing ')' bracket at line 2
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 260
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef main(request, response):\n headers = [(\"Content-type\", \"text/html;charset=shift-jis\"]\n # Shift-JIS bytes for katakana TE SU TO ('test')\n content = chr(0x83) + chr(0x65) + chr(0x83) + chr(0x58) + chr(0x83) + chr(0x67);\n\n return headers, content"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unmatched closing bracket ']' at line 2\n \u2022 Unclosed '[' at line 2 - expected ']'\n \u2022 Unclosed '(' at line 2 - expected ')'\n\n Fix: Add missing ')' bracket at line 2"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
92d06ca78c4166453aab94fc3bfe5663b950cc53
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import re from setuptools import setup, find_packages import sys if sys.version_info < (3, 5): raise 'must use Python version 3.5 or higher' with open('./gmailapi_backend/__init__.py', 'r') as f: MATCH_EXPR = "__version__[^'\"]+(['\"])([^'\"]+)" VERSION = re.search(MATCH_EXPR, f.read()).group(2).strip() setup( name='django-gmailapi-backend', version=VERSION, packages=find_packages(), author="Michele Dolfi", author_email="michele.dolfi@gmail.com", license="Apache License 2.0", entry_points={ 'console_scripts': [ 'gmail_oauth2 = gmailapi_backend.bin.gmail_oauth2:main', ] }, install_requires=[ 'google-api-python-client~=2.0', 'google-auth>=1.16.0,<3.0.0dev', ], url="https://github.com/dolfim/django-gmailapi-backend", long_description_content_type='text/markdown', long_description=open('README.md').read(), description='Email backend for Django which sends email via the Gmail API', classifiers=[ 'Intended Audience :: Developers', 'License :: OSI Approved :: Apache Software License
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 9 • Unclosed '(' at line 13 - expected ')' • Unclosed '[' at line 33 - expected ']' Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 1,126
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport re\nfrom setuptools import setup, find_packages\n\nimport sys\nif sys.version_info < (3, 5):\n raise 'must use Python version 3.5 or higher'\n\nwith open('./gmailapi_backend/__init__.py', 'r') as f:\n MATCH_EXPR = \"__version__[^'\\\"]+(['\\\"])([^'\\\"]+)\"\n VERSION = re.search(MATCH_EXPR, f.read()).group(2).strip()\n\n\nsetup(\n name='django-gmailapi-backend',\n version=VERSION,\n packages=find_packages(),\n author=\"Michele Dolfi\",\n author_email=\"michele.dolfi@gmail.com\",\n license=\"Apache License 2.0\",\n entry_points={\n 'console_scripts': [\n 'gmail_oauth2 = gmailapi_backend.bin.gmail_oauth2:main',\n ]\n },\n install_requires=[\n 'google-api-python-client~=2.0',\n 'google-auth>=1.16.0,<3.0.0dev',\n ],\n url=\"https://github.com/dolfim/django-gmailapi-backend\",\n long_description_content_type='text/markdown',\n long_description=open('README.md').read(),\n description='Email backend for Django which sends email via the Gmail API',\n classifiers=[\n 'Intended Audience :: Developers',\n 'License :: OSI Approved :: Apache Software License"}, {"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 9\n \u2022 Unclosed '(' at line 13 - expected ')'\n \u2022 Unclosed '[' at line 33 - expected ']'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
92d135cd3396bc2bfc2ba5711e29b118672c8503
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """Script to ensure a configuration file exists.""" import argparse import os import openpeerpower.config as config_util from openpeerpower.core import OpenPeerPower # mypy: allow-untyped-calls, allow-untyped-defs def run(args): """Handle ensure config commandline script.""" parser = argparse.ArgumentParser( description=( "Ensure a Open Peer Power config exists, creates one if necessary." ) ) parser.add_argument( "-c", "--config", metavar="path_to_config_dir", default=config_util.get_default_config_dir(), help="Directory that contains the Open Peer Power configuration", ) parser.add_argument("--script", choices=["ensure_config"]) ... code continues ...
|
Completion: Missing: Function 'run' is incomplete - body truncated To complete: • Complete the function 'run' body and add missing return Example continuation: args = parser.parse_args() config_dir = os.path.join(os.getcwd(), args.config)
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 733
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"Script to ensure a configuration file exists.\"\"\"\nimport argparse\nimport os\n\nimport openpeerpower.config as config_util\nfrom openpeerpower.core import OpenPeerPower\n\n# mypy: allow-untyped-calls, allow-untyped-defs\n\n\ndef run(args):\n \"\"\"Handle ensure config commandline script.\"\"\"\n parser = argparse.ArgumentParser(\n description=(\n \"Ensure a Open Peer Power config exists, creates one if necessary.\"\n )\n )\n parser.add_argument(\n \"-c\",\n \"--config\",\n metavar=\"path_to_config_dir\",\n default=config_util.get_default_config_dir(),\n help=\"Directory that contains the Open Peer Power configuration\",\n )\n parser.add_argument(\"--script\", choices=[\"ensure_config\"])\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'run' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'run' body and add missing return\n\n Example continuation:\n\n args = parser.parse_args()\n\n config_dir = os.path.join(os.getcwd(), args.config)"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
92d23334c19f98d7d5d931da713ce60c1a673466
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Vicfred # https://atcoder.jp/contests/abc132/tasks/abc132_a # implementation S = list(input()) if len(set(S)) == 2: if S.count(S[0]) == 2: print("Yes") quit() print("No")
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 9 💡 Suggestions: Remove debug print() at line 8 before production Remove debug print() at line 10 before production
|
beginner
|
testing
|
debugging
|
Pythoncode:Python
| 0
| 0
| 195
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Vicfred\n# https://atcoder.jp/contests/abc132/tasks/abc132_a\n# implementation\nS = list(input())\n\nif len(set(S)) == 2:\n if S.count(S[0]) == 2:\n print(\"Yes\")\n quit()\nprint(\"No\")"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 9\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 8 before production\n Remove debug print() at line 10 before production"}]
| false
| null | null | null |
92d2be755f1c0894c43d329732b414de4bf31ab2
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import pytest import numpy as np import pandas as pd import matplotlib.pyplot as plt import itertools from sklearn.datasets import (make_regression, make_blobs, load_digits, def test_plots_smoke(continuous_features, categorical_features, task): # simple smoke test # should be parametrized n_samples = 100 X_cont, y_cont = make_regression( n_samples=n_samples, n_features=continuous_features, n_informative=min(continuous_features, 2)) X_cat, y_cat = make_regression( n_samples=n_samples, n_features=categorical_features, n_informative=min(categorical_features, 2)) if X_cat.shape[1] > 0: X_cat = KBinsDiscretizer(encode='ordinal').fit_transform(X_cat) cont_columns = ["asdf_%d_cont" % i for i in range(continuous_features)] df_cont = pd.DataFrame(X_cont, columns=cont_columns) if categorical_features > 0: cat_columns = ["asdf_%d_cat" % i for i in range(categorical_features)] df_cat = pd.DataFrame(X_cat, columns=cat_columns).astype('int') df_cat = df_cat.astype("category") X_df = pd.concat([df_cont, df_cat], axis=1) else: X_df = df_cont assert(X_df.shape[1] == continuous_features + categorical_features) X_clean = clean(X_df.copy()) y = y_cont + y_cat if X_df.shape[1] == 0: y = np.random.uniform(size=n_samples) if task == "classification": y = np.digitize(y, np.percentile(y, [5, 10, 60, 85])) X_clean['target'] = y if task == "classification": X_clean['target'] = X_clean['target'].astype('category') types = detect_types(X_clean) column_types = types.T.idxmax() assert np.all(column_types[:continuous_features] == 'continuous') assert np.all(column_types[continuous_features:-1] == 'categorical') if task == "classification": assert column_types[-1] == 'categorical' else: assert column_types[-1] == 'continuous' plot(X_clean, target_col='target') plt.close("all") @pytest.mark.parametrize("add, feature_type, target_type", itertools.product([0, .1], ['continuous', 'categorical'], ['continuous', 'categorical'])) def test_type_hints(add, feature_type, target_type): X = pd.DataFrame(np.random.randint(4, size=100)) + add X['target'] = np.random.uniform(size=100) plot(X, type_hints={0: feature_type, 'target': target_type}, target_col='target') # get title of figure text = plt.gcf()._suptitle.get_text() assert feature_type.capitalize() in text ax = plt.gca() # one of the labels is 'target' iif regression labels = ax.get_ylabel() + ax.get_xlabel() assert ('target' in labels) == (target_type == 'continuous') plt.close("all") ... [16 more functiondefs truncated] ...
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Functions: test_plots_smoke, test_type_hints This code demonstrates Pythoncode:Python programming.
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intermediate
|
testing
|
code_explanation
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Pythoncode:Python
| 2
| 0
| 2,903
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport pytest\nimport numpy as np\nimport pandas as pd\nimport matplotlib.pyplot as plt\n\nimport itertools\n\nfrom sklearn.datasets import (make_regression, make_blobs, load_digits,\ndef test_plots_smoke(continuous_features, categorical_features, task):\n # simple smoke test\n # should be parametrized\n n_samples = 100\n X_cont, y_cont = make_regression(\n n_samples=n_samples, n_features=continuous_features,\n n_informative=min(continuous_features, 2))\n X_cat, y_cat = make_regression(\n n_samples=n_samples, n_features=categorical_features,\n n_informative=min(categorical_features, 2))\n if X_cat.shape[1] > 0:\n X_cat = KBinsDiscretizer(encode='ordinal').fit_transform(X_cat)\n cont_columns = [\"asdf_%d_cont\" % i for i in range(continuous_features)]\n df_cont = pd.DataFrame(X_cont, columns=cont_columns)\n if categorical_features > 0:\n cat_columns = [\"asdf_%d_cat\" % i for i in range(categorical_features)]\n df_cat = pd.DataFrame(X_cat, columns=cat_columns).astype('int')\n df_cat = df_cat.astype(\"category\")\n X_df = pd.concat([df_cont, df_cat], axis=1)\n else:\n X_df = df_cont\n assert(X_df.shape[1] == continuous_features + categorical_features)\n X_clean = clean(X_df.copy())\n y = y_cont + y_cat\n if X_df.shape[1] == 0:\n y = np.random.uniform(size=n_samples)\n if task == \"classification\":\n y = np.digitize(y, np.percentile(y, [5, 10, 60, 85]))\n X_clean['target'] = y\n if task == \"classification\":\n X_clean['target'] = X_clean['target'].astype('category')\n types = detect_types(X_clean)\n column_types = types.T.idxmax()\n assert np.all(column_types[:continuous_features] == 'continuous')\n assert np.all(column_types[continuous_features:-1] == 'categorical')\n if task == \"classification\":\n assert column_types[-1] == 'categorical'\n else:\n assert column_types[-1] == 'continuous'\n\n plot(X_clean, target_col='target')\n plt.close(\"all\")\n\n\n@pytest.mark.parametrize(\"add, feature_type, target_type\",\n itertools.product([0, .1],\n ['continuous', 'categorical'],\n ['continuous', 'categorical']))\ndef test_type_hints(add, feature_type, target_type):\n X = pd.DataFrame(np.random.randint(4, size=100)) + add\n X['target'] = np.random.uniform(size=100)\n plot(X, type_hints={0: feature_type,\n 'target': target_type},\n target_col='target')\n # get title of figure\n text = plt.gcf()._suptitle.get_text()\n assert feature_type.capitalize() in text\n ax = plt.gca()\n # one of the labels is 'target' iif regression\n labels = ax.get_ylabel() + ax.get_xlabel()\n assert ('target' in labels) == (target_type == 'continuous')\n plt.close(\"all\")\n\n\n\n ... [16 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: test_plots_smoke, test_type_hints\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
92d3126cd9f9279a6936076ceba3b9c4bff9aa48
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: ################################################################################ # Copyright (c) 2017 Dan Iorga, Tyler Sorenson, Alastair Donaldson # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # The above copyright notice and this permission notice shall be included in all #copies or substantial portions of the Software. # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # SOFTWARE. ################################################################################ import sys import json from pprint import pprint class CalculateRank(object): def __init__(self, input_file): self._input_file = input_file ... [1 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 9 has no indented body Invalid syntax at line 33: ... [1 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 2 Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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advanced
|
machine_learning
|
debugging
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Pythoncode:Python
| 1
| 1
| 1,501
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n################################################################################\n # Copyright (c) 2017 Dan Iorga, Tyler Sorenson, Alastair Donaldson\n\n # Permission is hereby granted, free of charge, to any person obtaining a copy\n # of this software and associated documentation files (the \"Software\"), to deal\n # in the Software without restriction, including without limitation the rights\n # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n # copies of the Software, and to permit persons to whom the Software is\n # furnished to do so, subject to the following conditions:\n\n # The above copyright notice and this permission notice shall be included in all\n #copies 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################################################################################\n\nimport sys\nimport json\nfrom pprint import pprint\n\n\nclass CalculateRank(object):\n def __init__(self, input_file):\n self._input_file = input_file\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Block at line 9 has no indented body\n Invalid syntax at line 33: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 2\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
92d3e306e086847f38535479f8de8893955d728c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import sys import subprocess as sub import os """ Simple utility script to generate HTML charts of how ANTLR parses every query or what is the resulting AST. """ def run(grammar_name, basedir='', cp='.:/dvt/antlr-142/lib/antlr-3.4-complete.jar:/x/dev/antlr-34/lib/antlr-3.4-complete.jar', grammardir='', java_executable='java', dot_executable='dot' ): if not basedir: basedir = os.path.abspath('../../../../../../../../../../bin') old_dir = os.getcwd() thisdir = grammardir if not thisdir: thisdir = os.path.dirname(os.path.abspath(__file__)) os.chdir(thisdir) cp += os.pathsep + basedir #print "We'll generate ANTLR graphs\ngramar: %s\nbasedir: %s\nclasspath: %s\nparserdir: %s" % (grammar_name, basedir, cp, thisdir) grammar_file = os.path.join(thisdir, grammar_name + '.g') if not os.path.exists(grammar_file): raise Exception('Grammar %s does not exist in classpath: %s' % (grammar_file, cp)) tmp_file = os.path.join(basedir, 'ast-tree.dot') index_file = os.path.join(basedir, '%s.html' % grammar_name) gunit_file = os.path.join(thisdir, grammar_name + '.gunit') generate_ast_command = '%s -cp %s org.apache.lucene.queryparser.flexible.aqp.parser.BuildAST %s "%%s"' % (java_executable, cp, grammar_name) generate_svg_command = '%s -Tsvg %s' % (dot_executable, tmp_file) test_cases = load_gunit_file(gunit_file) index_fo = open(index_file, 'w') index_fo.write('<h1>Test cases generated from grammar: %s</h1>\n' % grammar_name) out_lines = [] i = 0 cmds = generate_ast_command.split() cmds_svg = generate_svg_command.split() total = sum(map(lambda x: len(x), test_cases.values())) toc = [] data = [] toc.append('<a name="toc" />') for section,values in test_cases.items(): output = tree = svg = '' toc.append('The rule: <a href="#anchor%s"><pre>%s</pre></a><br/>' % (section, section)) # generate AST tree for query in values: i += 1 cmds[-1] = query #tmp_dot = os.path.join(basedir, 'tmp-%s.dot' % i) tmp_dot = tmp_file if os.path.exists(tmp_dot): os.remove(tmp_dot) toc.append('%s. <a href="#anchor%s"><pre>%s</pre></a><br/>' % (i, i, query)) print '// %s/%s :: %s' % (i, total, query) #generate graph p = sub.Popen(cmds,stdout=sub.PIPE,stderr=sub.PIPE) output, errors = p.communicate() if output: fo = open(tmp_dot, 'w') fo.write(output) fo.close() else: print 'Error generating AST for: ' + query print errors if 'java. ... [code truncated] ...
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Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 6 • Unterminated string literal at line 96 Fix: Change operator back to correct one
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 3,032
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\nimport sys\nimport subprocess as sub\nimport os\n\n\"\"\"\nSimple utility script to generate HTML charts of how ANTLR parses\nevery query or what is the resulting AST. \n\"\"\"\n\ndef run(grammar_name, basedir='', \n cp='.:/dvt/antlr-142/lib/antlr-3.4-complete.jar:/x/dev/antlr-34/lib/antlr-3.4-complete.jar',\n grammardir='',\n java_executable='java',\n dot_executable='dot'\n ):\n \n \n if not basedir:\n basedir = os.path.abspath('../../../../../../../../../../bin')\n\n old_dir = os.getcwd()\n \n thisdir = grammardir\n if not thisdir: \n thisdir = os.path.dirname(os.path.abspath(__file__))\n os.chdir(thisdir)\n \n cp += os.pathsep + basedir\n\n #print \"We'll generate ANTLR graphs\\ngramar: %s\\nbasedir: %s\\nclasspath: %s\\nparserdir: %s\" % (grammar_name, basedir, cp, thisdir)\n \n grammar_file = os.path.join(thisdir, grammar_name + '.g')\n \n if not os.path.exists(grammar_file):\n raise Exception('Grammar %s does not exist in classpath: %s' % (grammar_file, cp))\n \n tmp_file = os.path.join(basedir, 'ast-tree.dot')\n index_file = os.path.join(basedir, '%s.html' % grammar_name)\n gunit_file = os.path.join(thisdir, grammar_name + '.gunit')\n generate_ast_command = '%s -cp %s org.apache.lucene.queryparser.flexible.aqp.parser.BuildAST %s \"%%s\"' % (java_executable, cp, grammar_name)\n \n \n generate_svg_command = '%s -Tsvg %s' % (dot_executable, tmp_file)\n \n test_cases = load_gunit_file(gunit_file)\n \n index_fo = open(index_file, 'w')\n index_fo.write('<h1>Test cases generated from grammar: %s</h1>\\n' % grammar_name)\n \n out_lines = []\n i = 0\n cmds = generate_ast_command.split()\n cmds_svg = generate_svg_command.split()\n \n total = sum(map(lambda x: len(x), test_cases.values()))\n \n toc = []\n data = []\n \n toc.append('<a name=\"toc\" />')\n \n for section,values in test_cases.items():\n output = tree = svg = ''\n \n toc.append('The rule: <a href=\"#anchor%s\"><pre>%s</pre></a><br/>' % (section, section))\n \n # generate AST tree\n for query in values:\n i += 1\n cmds[-1] = query\n \n #tmp_dot = os.path.join(basedir, 'tmp-%s.dot' % i)\n \n tmp_dot = tmp_file\n \n if os.path.exists(tmp_dot):\n os.remove(tmp_dot)\n \n toc.append('%s. <a href=\"#anchor%s\"><pre>%s</pre></a><br/>' % (i, i, query))\n \n print '// %s/%s :: %s' % (i, total, query)\n \n \n #generate graph\n p = sub.Popen(cmds,stdout=sub.PIPE,stderr=sub.PIPE)\n \n output, errors = p.communicate()\n if output:\n fo = open(tmp_dot, 'w')\n fo.write(output)\n fo.close()\n else:\n print 'Error generating AST for: ' + query\n print errors\n if 'java.\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 6\n \u2022 Unterminated string literal at line 96\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
92d42a0f362d457b4431027767a7c26d248663c3
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: class YOLOv4: def __init__(self): self.weights_path = "" self.model = None self.yolo_classes = "" self.iou = 0 self.score = 0 self.input_shape = 0 self.output_path = "" def load_model(self, weights_path:str = None, classes_path:str = None, input_shape:int = 608): if (weights_path is None) or (classes_path is None): raise RuntimeError ('weights_path AND classes_path should not be None.') self.yolo_classes = classes_path self.weights_path = weights_path self.input_shape = input_shape self.model = yolo_main(shape = self.input_shape) self.model.classes = self.yolo_classes self.model.make_model() self.model.load_weights(self.weights_path, weights_type = 'yolo') def predict(self, img:np.ndarray, output_path:str, iou = 0.45, score = 0.25, custom_objects:dict = None, debug=True): self.output_path = output_path self.iou = iou self.score = score #img = np.array(Image.open(img))[..., ::-1] pred_bboxes = self.model.predict(img, iou_threshold = self.iou, score_threshold = self.score) boxes = [] if (custom_objects != None): for i in range(len(pred_bboxes)): check_name = labels[pred_bboxes[i][4]] check = custom_objects.get(check_name, 'invalid') if check == 'invalid': continue elif check == 'valid': boxes.append(list(pred_bboxes[i])) boxes = np.array(boxes) res = self.model.draw_bboxes(img, boxes) if debug: cv2.imwrite(self.output_path, res) else: res = self.model.draw_bboxes(img, pred_bboxes) if debug: cv2.imwrite(self.output_path, res) return res class TinyYOLOv4: def __init__(self): self.weights_path = "" self.model = None self.yolo_classes = "" self.iou = 0 self.score = 0 self.input_shape = 0 self.output_path = "" def load_model(self, weights_path:str = None, classes_path:str = None, input_shape:int = 0): if (weights_path is None) or (classes_path is None): raise RuntimeError ('weights_path AND classes_path should not be None.') self.yolo_classes = classes_path self.weights_path = weights_path self.input_shape = input_shape self.model = yolo_main(tiny = True, shape = self.input_shape self.model.classes = self.yolo_classes self.model.make_model() self.model.load_weights(self.weights_path, weights_type = 'yolo') ... [1 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 70 - expected ')' • Block at line 25 has no indented body Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
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advanced
|
machine_learning
|
syntax_repair
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Pythoncode:Python
| 5
| 2
| 2,793
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nclass YOLOv4:\n def __init__(self):\n self.weights_path = \"\"\n self.model = None\n self.yolo_classes = \"\"\n self.iou = 0\n self.score = 0\n self.input_shape = 0\n self.output_path = \"\"\n \n def load_model(self, weights_path:str = None, classes_path:str = None, input_shape:int = 608):\n if (weights_path is None) or (classes_path is None):\n raise RuntimeError ('weights_path AND classes_path should not be None.')\n \n self.yolo_classes = classes_path\n self.weights_path = weights_path\n self.input_shape = input_shape\n \n self.model = yolo_main(shape = self.input_shape)\n self.model.classes = self.yolo_classes\n self.model.make_model()\n self.model.load_weights(self.weights_path, weights_type = 'yolo')\n \n def predict(self, img:np.ndarray, output_path:str, iou = 0.45, score = 0.25, custom_objects:dict = None, \n debug=True):\n\n self.output_path = output_path\n self.iou = iou\n self.score = score \n #img = np.array(Image.open(img))[..., ::-1] \n pred_bboxes = self.model.predict(img, iou_threshold = self.iou, score_threshold = self.score)\n boxes = []\n if (custom_objects != None):\n for i in range(len(pred_bboxes)):\n check_name = labels[pred_bboxes[i][4]]\n check = custom_objects.get(check_name, 'invalid')\n if check == 'invalid':\n continue\n elif check == 'valid':\n boxes.append(list(pred_bboxes[i]))\n boxes = np.array(boxes)\n res = self.model.draw_bboxes(img, boxes)\n if debug:\n cv2.imwrite(self.output_path, res)\n\n else:\n res = self.model.draw_bboxes(img, pred_bboxes)\n if debug:\n cv2.imwrite(self.output_path, res)\n \n return res\n \nclass TinyYOLOv4:\n def __init__(self):\n self.weights_path = \"\"\n self.model = None\n self.yolo_classes = \"\"\n self.iou = 0\n self.score = 0\n self.input_shape = 0\n self.output_path = \"\"\n \n def load_model(self, weights_path:str = None, classes_path:str = None, input_shape:int = 0):\n if (weights_path is None) or (classes_path is None):\n raise RuntimeError ('weights_path AND classes_path should not be None.')\n \n self.yolo_classes = classes_path\n self.weights_path = weights_path\n self.input_shape = input_shape\n self.model = yolo_main(tiny = True, shape = self.input_shape\n self.model.classes = self.yolo_classes\n self.model.make_model()\n self.model.load_weights(self.weights_path, weights_type = 'yolo')\n \n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 70 - expected ')'\n \u2022 Block at line 25 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
92d5a318d2e721b05edd8c4dc433e4875c24b448
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import paho.client as mqtt HOST = 'localhost' PORT = 1883 class MQTTConnector: def __init__(self, host, port): host = host port = port client = mqtt.Client() def connect(): self.client.connect(self.host, self.port, 60) def run(self): self.client.loop_forever() class MQTTSubscriber: def __init__(self, *args, **kwargs): super(MQTTSubscriber, self).__init__(*args, **kwargs) class MQTTPublisher: def __init__(self, host)
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Code Review: ❌ Critical issues: SyntaxError: expected ':' at line 26 ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 11 ✨ Improvements: Review code syntax
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advanced
|
oop
|
code_review
|
Pythoncode:Python
| 5
| 3
| 517
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport paho.client as mqtt\n\nHOST = 'localhost'\nPORT = 1883\n\nclass MQTTConnector:\n \n def __init__(self, host, port):\n host = host\n port = port\n client = mqtt.Client()\n\n def connect():\n self.client.connect(self.host, self.port, 60) \n\n def run(self):\n self.client.loop_forever()\n\nclass MQTTSubscriber:\n \n def __init__(self, *args, **kwargs): \n super(MQTTSubscriber, self).__init__(*args, **kwargs)\n\nclass MQTTPublisher:\n \n def __init__(self, host)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n SyntaxError: expected ':' at line 26\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n\n\u2728 Improvements:\n Review code syntax"}]
| false
| null | null | null |
92d6916cbd5aa31c26daff18d295d7d026f17d82
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TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #!/bin/env python from black import main import spacy import json from spacy import displacy import unidecode import pandas as pd import numpy as np import os csv_source = "scripts/spacy_files/data/thesis_200_with_school.csv" df = pd.read_csv(csv_source) df = df[df['isScan']=False] df = df.sort_values('isScan', ascending=False) text1= "Escuela de Enfermería" text2 = "ESCUELA DE ENFERMERIA" file = open("scripts/spacy_files/data/escuelas.json", "r") file = json.load(file) temp_list = [] for facultad in file: temp_list.append(facultad['escuela']) #print(facultad['escuela']) escuelas = [item for sublist in temp_list for item in sublist] # make the list flat #print(escuelas) text1_u = unidecode.unidecode(text1) text1_l_u = text1_u.lower() text2_l_u = unidecode.unidecode(text2).lower() print(text1_l_u, "<-->", text2_l_u) if text1_l_u == text2_l_u: print(text1, " is correct.") def unaccent_list(accent_list): unaccented_schools = [] for sch in accent_list: unaccented_schools.append(unidecode.unidecode(sch).lower()) return unaccented_schools def set_school_to_unaccent(escuelas): escuelas = unaccent_list(escuelas) return escuelas def create_dictionary(schools): myDict = dict((e,i) for i,e in enumerate(schools)) return myDict def set_schools_accents(row, dict, dict_c): index = dict.get(row.lower()) key_list = list(dict_c.keys()) val_list = list(dict_c.values()) try: position = val_list.index(index) key_list[position] except: return None if __name__ == "__main__": u_escuelas = set_school_to_unaccent(escuelas) u_escuelas_dict = create_dictionary(u_escuelas) escuelas_dict = create_dictionary(escuelas) print(u_escuelas_dict) print(escuelas_dict) print(set_schools_accents("No school", u_escuelas_dict, escuelas_dict))
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Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Assignment instead of comparison Severity: CRITICAL Location: Line 14 Buggy code: df = df[df['isScan']=False] Should be: df = df[df['isScan']==False] Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
intermediate
|
machine_learning
|
logical_errors
|
Pythoncode:Python
| 4
| 0
| 1,885
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#!/bin/env python\nfrom black import main\nimport spacy\nimport json\nfrom spacy import displacy\nimport unidecode\nimport pandas as pd\nimport numpy as np\nimport os\n\n\ncsv_source = \"scripts/spacy_files/data/thesis_200_with_school.csv\"\ndf = pd.read_csv(csv_source)\ndf = df[df['isScan']=False]\ndf = df.sort_values('isScan', ascending=False)\n\ntext1= \"Escuela de Enfermer\u00eda\"\n\ntext2 = \"ESCUELA DE ENFERMERIA\"\n\nfile = open(\"scripts/spacy_files/data/escuelas.json\", \"r\")\nfile = json.load(file)\ntemp_list = []\nfor facultad in file:\n temp_list.append(facultad['escuela'])\n#print(facultad['escuela'])\nescuelas = [item for sublist in temp_list for item in sublist] # make the list flat\n\n#print(escuelas)\n\ntext1_u = unidecode.unidecode(text1)\ntext1_l_u = text1_u.lower()\ntext2_l_u = unidecode.unidecode(text2).lower()\nprint(text1_l_u, \"<-->\", text2_l_u)\nif text1_l_u == text2_l_u:\n print(text1, \" is correct.\")\n\ndef unaccent_list(accent_list):\n unaccented_schools = []\n for sch in accent_list:\n unaccented_schools.append(unidecode.unidecode(sch).lower())\n return unaccented_schools\n\ndef set_school_to_unaccent(escuelas):\n escuelas = unaccent_list(escuelas)\n return escuelas\n\ndef create_dictionary(schools):\n myDict = dict((e,i) for i,e in enumerate(schools))\n return myDict\n\ndef set_schools_accents(row, dict, dict_c):\n index = dict.get(row.lower())\n key_list = list(dict_c.keys())\n val_list = list(dict_c.values())\n\n try:\n position = val_list.index(index)\n key_list[position]\n except:\n return None\n\nif __name__ == \"__main__\":\n u_escuelas = set_school_to_unaccent(escuelas)\n u_escuelas_dict = create_dictionary(u_escuelas)\n escuelas_dict = create_dictionary(escuelas)\n print(u_escuelas_dict)\n print(escuelas_dict)\n print(set_schools_accents(\"No school\", u_escuelas_dict, escuelas_dict))"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Assignment instead of comparison\n Severity: CRITICAL\n\n Location: Line 14\n\n Buggy code:\n df = df[df['isScan']=False]\n\n Should be:\n df = df[df['isScan']==False]\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
92d713c9c1666b57fdf260fc3597ec5bb433209c
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright 2018 Tensorforce Team. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== from copy import deepcopy from datetime import datetime import os import sys import warnings from tensorforce import TensorforceError from tensorforce.agents import Agent from tensorforce.core.layers import Layer from tensorforce.environments import Environment from tensorforce.execution import Runner from test.unittest_environment import UnittestEnvironment class UnittestBase(object): """ Unit-test base class. """ # Unittest num_updates = None num_episodes = None num_timesteps = None # Environment min_timesteps = 1 states = dict( bool_state=dict(type='bool', shape=(1,)), int_state=dict(type='int', shape=(2,), num_values=4), float_state=dict(type='float', shape=(1, 1, 2)), bounded_state=dict(type='float', shape=(), min_value=-0.5, max_value=0.5) ) actions = dict( bool_action=dict(type='bool', shape=(1,)), int_action=dict(type='int', shape=(2,), num_values=4), float_action=dict(type='float', shape=(1, 1)), bounded_action=dict(type='float', shape=(2,), min_value=-0.5, max_value=0.5) ) # Exclude action types exclude_bool_action = False exclude_int_action = False exclude_float_action = False exclude_bounded_action = False # Agent agent = dict( update=4, policy=dict(network=dict(type='auto', size=8, depth=1, internal_rnn=2)), objective='policy_gradient', reward_estimation=dict(horizon=3) ) # Tensorforce config require_observe = False require_all = False def setUp(self): warnings.filterwarnings( action='ignore', message='Converting sparse IndexedSlices to a dense Tensor of unknown shape' ) def start_tests(self, name=None): """ Start unit-test method. """ if name is None: sys.stdout.write('\n{} {}: '.format( datetime.now().strftime('%H:%M:%S'), self.__class__.__name__[4:] )) else: sys.stdout.write('\n{} {} ({}): '.format( datetime.now().strftime('%H:%M:%S'), self.__class__.__name__[4:], name )) sys.stdout.flush() ... [3 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 31 Invalid syntax at line 92: ... [3 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 36 Unexpected indentation at line 37 💡 Suggestions: Complete the expression on the last line Add closing quote at line 31 Review syntax near the error location
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 2
| 1
| 2,932
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright 2018 Tensorforce Team. 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# ==============================================================================\n\nfrom copy import deepcopy\nfrom datetime import datetime\nimport os\nimport sys\nimport warnings\n\nfrom tensorforce import TensorforceError\nfrom tensorforce.agents import Agent\nfrom tensorforce.core.layers import Layer\nfrom tensorforce.environments import Environment\nfrom tensorforce.execution import Runner\nfrom test.unittest_environment import UnittestEnvironment\n\n\nclass UnittestBase(object):\n \"\"\"\n Unit-test base class.\n \"\"\"\n\n # Unittest\n num_updates = None\n num_episodes = None\n num_timesteps = None\n\n # Environment\n min_timesteps = 1\n states = dict(\n bool_state=dict(type='bool', shape=(1,)),\n int_state=dict(type='int', shape=(2,), num_values=4),\n float_state=dict(type='float', shape=(1, 1, 2)),\n bounded_state=dict(type='float', shape=(), min_value=-0.5, max_value=0.5)\n )\n actions = dict(\n bool_action=dict(type='bool', shape=(1,)),\n int_action=dict(type='int', shape=(2,), num_values=4),\n float_action=dict(type='float', shape=(1, 1)),\n bounded_action=dict(type='float', shape=(2,), min_value=-0.5, max_value=0.5)\n )\n\n # Exclude action types\n exclude_bool_action = False\n exclude_int_action = False\n exclude_float_action = False\n exclude_bounded_action = False\n\n # Agent\n agent = dict(\n update=4, policy=dict(network=dict(type='auto', size=8, depth=1, internal_rnn=2)),\n objective='policy_gradient', reward_estimation=dict(horizon=3)\n )\n\n # Tensorforce config\n require_observe = False\n require_all = False\n\n def setUp(self):\n warnings.filterwarnings(\n action='ignore',\n message='Converting sparse IndexedSlices to a dense Tensor of unknown shape'\n )\n\n def start_tests(self, name=None):\n \"\"\"\n Start unit-test method.\n \"\"\"\n if name is None:\n sys.stdout.write('\\n{} {}: '.format(\n datetime.now().strftime('%H:%M:%S'), self.__class__.__name__[4:]\n ))\n else:\n sys.stdout.write('\\n{} {} ({}): '.format(\n datetime.now().strftime('%H:%M:%S'), self.__class__.__name__[4:], name\n ))\n sys.stdout.flush()\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 31\n Invalid syntax at line 92: ... [3 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 31\n Review syntax near the error location"}]
| false
| null | null | null |
92d920562d22f1142cab1ea79e81051636bf317f
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """init module for reveal app""" # pylint: disable=invalid-name default_app_config = "mspray.apps.reveal.apps.RevealConfig" # noqa
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
beginner
|
general
|
debugging
|
Pythoncode:Python
| 0
| 0
| 132
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"init module for reveal app\"\"\"\n# pylint: disable=invalid-name\ndefault_app_config = \"mspray.apps.reveal.apps.RevealConfig\" # noqa"}, {"role": "assistant", "content": " Code analysis results:\n\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
92dadd375392924dd104471b2991098481772c78
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.db import models from django import forms from audit_log.models.managers import AuditLog # Create your models here. class Port(models.Model): name = models.CharField(max_length=250) port = models.CharField(max_length=250) description = models.TextField(blank=True) audit_log = AuditLog() #icon = models.ImageField(upload_to='images', blank=True)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 3
| 382
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.db import models\nfrom django import forms\nfrom audit_log.models.managers import AuditLog\n\n\n# Create your models here.\n\n\nclass Port(models.Model):\n name = models.CharField(max_length=250)\n port = models.CharField(max_length=250)\n description = models.TextField(blank=True)\n\n audit_log = AuditLog()\n #icon = models.ImageField(upload_to='images', blank=True)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
92dbf0257f2cb3330104352818f4db40e27c4927
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Generated by Django 2.2.5 on 2019-09-25 00:12 from django.db import migrations class Migration(migrations.Migration): dependencies = [ ('arm', '0001_initial'),
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '[' at line 8 - expected ']' • SyntaxError: '[' was never closed at line 8 Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 190
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Generated by Django 2.2.5 on 2019-09-25 00:12\r\n\r\nfrom django.db import migrations\r\n\r\n\r\nclass Migration(migrations.Migration):\r\n\r\n dependencies = [\r\n ('arm', '0001_initial'),"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '[' at line 8 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 8\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
92dc4e7fbdb299e18e1175c0718307d433b0cb15
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import tensorflow as tf import json import math import cv2 import time import argparse import concurrent.futures import posenet import keyboard import sys import
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 11: import Fix: Complete the truncated code structure
|
intermediate
|
data_processing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 162
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport tensorflow as tf\nimport json\nimport math\nimport cv2\nimport time\nimport argparse\nimport concurrent.futures\nimport posenet\nimport keyboard\nimport sys\nimport"}, {"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 Invalid syntax at line 11: import \n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
92dc54efa676f164aaadbce167924df2d1df95ab
|
TheStack--python--000.parquet
|
Find all errors in 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
|
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
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 2
| 512
| true
|
[{"role": "user", "content": "Find all errors in 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"}, {"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
|
92df29892405e44dded087915f2a1792a9fb1160
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from ._ffi.base import string_types from ._ffi.object import register_object, Object from ._ffi.node import register_node, NodeBase from ._ffi.node import convert_to_node as _convert_to_node from ._ffi.node_generic import _scalar_type_inference from ._ffi.function import Function from ._ffi.function import _init_api, register_func, get_global_func, extract_ext_funcs from ._ffi.function import convert_to_tvm_func as _convert_tvm_func from ._ffi.runtime_ctypes import TVMType from . import _api_internal from . import make as _make from . import expr as _expr from . import tensor as _tensor from . import schedule as _schedule from . import container as _container from . import tag as _tag int8 = "int8" int32 = "int32" float32 = "float32" handle = "handle" def min_value(dtype): return _api_internal._min_value(dtype)
|
Functions: min_value This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 830
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom ._ffi.base import string_types\nfrom ._ffi.object import register_object, Object\nfrom ._ffi.node import register_node, NodeBase\nfrom ._ffi.node import convert_to_node as _convert_to_node\nfrom ._ffi.node_generic import _scalar_type_inference\nfrom ._ffi.function import Function\nfrom ._ffi.function import _init_api, register_func, get_global_func, extract_ext_funcs\nfrom ._ffi.function import convert_to_tvm_func as _convert_tvm_func\nfrom ._ffi.runtime_ctypes import TVMType\nfrom . import _api_internal\nfrom . import make as _make\nfrom . import expr as _expr\nfrom . import tensor as _tensor\nfrom . import schedule as _schedule\nfrom . import container as _container\nfrom . import tag as _tag\n\nint8 = \"int8\"\nint32 = \"int32\"\nfloat32 = \"float32\"\nhandle = \"handle\"\n\n\ndef min_value(dtype):\n return _api_internal._min_value(dtype)"}, {"role": "assistant", "content": " Functions: min_value\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
92df7af4ff3a17d2d4ea5d2cff4ae315569f3502
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import copy import torch from ..attack import Attack class MultiAttack(Attack): r""" MultiAttack is a class to attack a model with various attacks agains same images and labels. Arguments: model (nn.Module): model to attack. attacks (list): list of attacks. Examples:: >>> atk1 = torchattacks.PGD(model, eps=8/255, alpha=2/255, iters=40, random_start=True) >>> atk2 = torchattacks.PGD(model, eps=8/255, alpha=2/255, iters=40, random_start=True) >>> atk = torchattacks.MultiAttack([atk1, atk2]) >>> adv_images = attack(images, labels) """ def __init__(self, attacks, verbose=False): # Check validity ids = [] for attack in attacks: ids.append(id(attack.model)) if len(set(ids)) != 1: raise ValueError("At least one of attacks is referencing a different model.") super().__init__("MultiAttack", attack.model) self.attacks = attacks self.verbose = verbose self._accumulate_multi_atk_records = False self._multi_atk_records = [0.0] self._supported_mode = ['default'] def forward(self, images, labels): r""" Overridden. """ batch_size = images.shape[0] fails = torch.arange(batch_size).to(self.device) final_images = images.clone().detach().to(self.device) labels = labels.clone().detach().to(self.device) multi_atk_records = [batch_size] for _, attack in enumerate(self.attacks): adv_images = attack(images[fails], labels[fails]) outputs = self.model(adv_images) _, pre = torch.max(outputs.data, 1) corrects = (pre == labels[fails]) wrongs = ~corrects succeeds = torch.masked_select(fails, wrongs) succeeds_of_fails = torch.masked_select(torch.arange(fails.shape[0]).to(self.device), wrongs) final_images[succeeds] = adv_images[succeeds_of_fails] fails = torch.masked_select(fails, corrects) multi_atk_records.append(len(fails)) if len(fails) == 0: break if self.verbose: print(self._return_sr_record(multi_atk_records)) if self._accumulate_multi_atk_records: self._update_multi_atk_records(multi_atk_records) return final_images def _clear_multi_atk_records(self): self._multi_atk_records = [0.0] def _covert_to_success_rates(self, multi_atk_records): sr = [((1-multi_atk_records[i]/multi_atk_records[0])*100) for i in range(1, len(multi_atk_records))] return sr def _return_sr_record(self, multi_atk_records): sr = self._covert_to_success_rates(multi_atk_records) return "Attack success rate: "+" | ".join(["%2.2f %%"%item for item in sr]) ... [3 more functiondefs truncated] ...
|
Functions: __init__, forward, _clear_multi_atk_records, _covert_to_success_rates, _return_sr_record Classes: MultiAttack This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 5
| 1
| 2,910
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport copy\nimport torch\n\nfrom ..attack import Attack\n\n\nclass MultiAttack(Attack):\n r\"\"\"\n MultiAttack is a class to attack a model with various attacks agains same images and labels.\n\n Arguments:\n model (nn.Module): model to attack.\n attacks (list): list of attacks.\n\n Examples::\n >>> atk1 = torchattacks.PGD(model, eps=8/255, alpha=2/255, iters=40, random_start=True)\n >>> atk2 = torchattacks.PGD(model, eps=8/255, alpha=2/255, iters=40, random_start=True)\n >>> atk = torchattacks.MultiAttack([atk1, atk2])\n >>> adv_images = attack(images, labels)\n\n \"\"\"\n def __init__(self, attacks, verbose=False):\n\n # Check validity\n ids = []\n for attack in attacks:\n ids.append(id(attack.model))\n\n if len(set(ids)) != 1:\n raise ValueError(\"At least one of attacks is referencing a different model.\")\n\n super().__init__(\"MultiAttack\", attack.model)\n self.attacks = attacks\n self.verbose = verbose\n self._accumulate_multi_atk_records = False\n self._multi_atk_records = [0.0]\n self._supported_mode = ['default']\n\n def forward(self, images, labels):\n r\"\"\"\n Overridden.\n \"\"\"\n batch_size = images.shape[0]\n fails = torch.arange(batch_size).to(self.device)\n final_images = images.clone().detach().to(self.device)\n labels = labels.clone().detach().to(self.device)\n\n multi_atk_records = [batch_size]\n\n for _, attack in enumerate(self.attacks):\n adv_images = attack(images[fails], labels[fails])\n\n outputs = self.model(adv_images)\n _, pre = torch.max(outputs.data, 1)\n\n corrects = (pre == labels[fails])\n wrongs = ~corrects\n\n succeeds = torch.masked_select(fails, wrongs)\n succeeds_of_fails = torch.masked_select(torch.arange(fails.shape[0]).to(self.device), wrongs)\n\n final_images[succeeds] = adv_images[succeeds_of_fails]\n\n fails = torch.masked_select(fails, corrects)\n multi_atk_records.append(len(fails))\n\n if len(fails) == 0:\n break\n\n if self.verbose:\n print(self._return_sr_record(multi_atk_records))\n\n if self._accumulate_multi_atk_records:\n self._update_multi_atk_records(multi_atk_records)\n\n return final_images\n\n def _clear_multi_atk_records(self):\n self._multi_atk_records = [0.0]\n\n def _covert_to_success_rates(self, multi_atk_records):\n sr = [((1-multi_atk_records[i]/multi_atk_records[0])*100) for i in range(1, len(multi_atk_records))]\n return sr\n\n def _return_sr_record(self, multi_atk_records):\n sr = self._covert_to_success_rates(multi_atk_records)\n return \"Attack success rate: \"+\" | \".join([\"%2.2f %%\"%item for item in sr])\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, forward, _clear_multi_atk_records, _covert_to_success_rates, _return_sr_record\n Classes: MultiAttack\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
92dfa8870f87fbcfb31691bd442140d0c802358d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding:utf-8 -*- # Copyright (c) 2020 Huawei Technologies Co.,Ltd. # # openGauss is licensed under Mulan PSL v2. # You can use this software according to the terms # and conditions of the Mulan PSL v2. # You may obtain a copy of Mulan PSL v2 at: # # http://license.coscl.org.cn/MulanPSL2 # # THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, # WITHOUT WARRANTIES OF ANY KIND, # EITHER EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, # MERCHANTABILITY OR FIT FOR A PARTICULAR PURPOSE. # See the Mulan PSL v2 for more details. # ---------------------------------------------------------------------------- import subprocess from gspylib.inspection.common.CheckItem import BaseItem from gspylib.inspection.common.CheckResult import ResultStatus class CheckPortConflict(BaseItem): def __init__(self): super(CheckPortConflict, self).__init__(self.__class__.__name__) def doCheck(self: cmd = "netstat -apn | grep 'tcp' " \ "| grep 'LISTEN'| awk -F ' ' '$4 ~ /25[0-9][0-9][0-9]/'" (status, output) = subprocess.getstatusoutput(cmd) if (status != 0): self.result.rst = ResultStatus.NG self.result.val = "Failed to excuted commands: %s\noutput:%s " % ( cmd, output) else: if (output.strip() == ""): self.result.rst = ResultStatus.OK self.result.val = "ports is normal" else: self.result.rst = ResultStatus.NG self.result.val = output self.result.raw = "checked ports: (25000-26000)\n" + output def doSet(self): pidList = [] cmd = "netstat -apn| grep 'tcp'" \ "| grep 'LISTEN'| awk -F ' ' '$4 ~ /25[0-9][0-9][0-9]/'" \ "| awk '{print $NF}'" (status, output) = subprocess.getstatusoutput(cmd) if (status == 0 and output != ""): for line in output.split('\n'): if (line.find('/') > 0): pid = line.split('/')[0].strip() if (pid.isdigit()): pidList.append(pid) if (pidList): cmd = "kill -9" for pid in pidList: cmd += " %s" % pid (status, output) = subprocess.getstatusoutput(cmd) if (status != ""): self.result.val = "Failed to kill process.Error:%s\n" % output self.result.val += "The cmd is %s " % cmd else: self.result.val = \ "Successfully killed the process with occupies the port.\n"
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 26 - expected ')' • Block at line 7 has no indented body • SyntaxError: '(' was never closed at line 26 Fix: Add missing ')' bracket at line 26
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 2,626
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding:utf-8 -*-\n# Copyright (c) 2020 Huawei Technologies Co.,Ltd.\n#\n# openGauss is licensed under Mulan PSL v2.\n# You can use this software according to the terms\n# and conditions of the Mulan PSL v2.\n# You may obtain a copy of Mulan PSL v2 at:\n#\n# http://license.coscl.org.cn/MulanPSL2\n#\n# THIS SOFTWARE IS PROVIDED ON AN \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OF ANY KIND,\n# EITHER EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT,\n# MERCHANTABILITY OR FIT FOR A PARTICULAR PURPOSE.\n# See the Mulan PSL v2 for more details.\n# ----------------------------------------------------------------------------\nimport subprocess\nfrom gspylib.inspection.common.CheckItem import BaseItem\nfrom gspylib.inspection.common.CheckResult import ResultStatus\n\n\nclass CheckPortConflict(BaseItem):\n def __init__(self):\n super(CheckPortConflict, self).__init__(self.__class__.__name__)\n\n def doCheck(self:\n cmd = \"netstat -apn | grep 'tcp' \" \\\n \"| grep 'LISTEN'| awk -F ' ' '$4 ~ /25[0-9][0-9][0-9]/'\"\n (status, output) = subprocess.getstatusoutput(cmd)\n if (status != 0):\n self.result.rst = ResultStatus.NG\n self.result.val = \"Failed to excuted commands: %s\\noutput:%s \" % (\n cmd, output)\n else:\n if (output.strip() == \"\"):\n self.result.rst = ResultStatus.OK\n self.result.val = \"ports is normal\"\n else:\n self.result.rst = ResultStatus.NG\n self.result.val = output\n self.result.raw = \"checked ports: (25000-26000)\\n\" + output\n\n def doSet(self):\n pidList = []\n cmd = \"netstat -apn| grep 'tcp'\" \\\n \"| grep 'LISTEN'| awk -F ' ' '$4 ~ /25[0-9][0-9][0-9]/'\" \\\n \"| awk '{print $NF}'\"\n (status, output) = subprocess.getstatusoutput(cmd)\n if (status == 0 and output != \"\"):\n for line in output.split('\\n'):\n if (line.find('/') > 0):\n pid = line.split('/')[0].strip()\n if (pid.isdigit()):\n pidList.append(pid)\n if (pidList):\n cmd = \"kill -9\"\n for pid in pidList:\n cmd += \" %s\" % pid\n (status, output) = subprocess.getstatusoutput(cmd)\n if (status != \"\"):\n self.result.val = \"Failed to kill process.Error:%s\\n\" % output\n self.result.val += \"The cmd is %s \" % cmd\n else:\n self.result.val = \\\n \"Successfully killed the process with occupies the port.\\n\""}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unclosed '(' at line 26 - expected ')'\n \u2022 Block at line 7 has no indented body\n \u2022 SyntaxError: '(' was never closed at line 26\n\n Fix: Add missing ')' bracket at line 26"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
92e0877363cacd633cbbf12e0ee4175cb9564598
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import subprocess import sys from . import ROOT, PY_SRC, _run, PY, DIST CONDA_ORDER = [ "core", "html", "lab", "datagrid", "svg", "tpl-jjinja" "yaml" ] CONDA_BUILD_ARGS = [ "conda-build", "-c", "conda-forge", "--output-folder", DIST / "conda-bld", ] if __name__ == "__main__": for pkg in PY_SRC.glob("wxyz_*"): _run([PY, "setup.py", "sdist", "--dist-dir", DIST / "sdist"], cwd=str(pkg)) try: _run([*CONDA_BUILD_ARGS, "--skip-existing", "."], cwd=ROOT / "recipes") except: for pkg in CONDA_ORDER: _run([*CONDA_BUILD_ARGS, f"wxyz-{pkg}"], cwd=ROOT / "recipes")
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 18 Unexpected indentation at line 28 Potential division by zero - add validation Bare 'except:' catches all exceptions - be specific Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation
|
intermediate
|
ui
|
code_review
|
Pythoncode:Python
| 0
| 0
| 646
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport subprocess\nimport sys\n\nfrom . import ROOT, PY_SRC, _run, PY, DIST\n\n\nCONDA_ORDER = [\n \"core\",\n \"html\",\n \"lab\",\n \"datagrid\",\n \"svg\",\n \"tpl-jjinja\"\n \"yaml\"\n]\n\nCONDA_BUILD_ARGS = [\n \"conda-build\", \"-c\", \"conda-forge\", \"--output-folder\", DIST / \"conda-bld\",\n]\n\n\nif __name__ == \"__main__\":\n for pkg in PY_SRC.glob(\"wxyz_*\"):\n _run([PY, \"setup.py\", \"sdist\", \"--dist-dir\", DIST / \"sdist\"], cwd=str(pkg))\n\n try:\n _run([*CONDA_BUILD_ARGS, \"--skip-existing\", \".\"], cwd=ROOT / \"recipes\")\n except:\n for pkg in CONDA_ORDER:\n _run([*CONDA_BUILD_ARGS, f\"wxyz-{pkg}\"], cwd=ROOT / \"recipes\")"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 18\n Unexpected indentation at line 28\n Potential division by zero - add validation\n Bare 'except:' catches all exceptions - be specific\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation"}]
| false
| null | null | null |
92e16c1fa8d877e82eb805100d17b73907afb25e
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import requests, time, re, rsa, json, base64 from urllib import parse def main(): login(username, password) rand = str(round(time.time()*1000)) surl = f'https://api.cloud.189.cn/mkt/userSign.action?rand={rand}&clientType=TELEANDROID&version=8.6.3&model=SM-G930K' url = f'https://m.cloud.189.cn/v2/drawPrizeMarketDetails.action?taskId=TASK_SIGNIN&activityId=ACT_SIGNIN' url2 = f'https://m.cloud.189.cn/v2/drawPrizeMarketDetails.action?taskId=TASK_SIGNIN_PHOTOS&activityId=ACT_SIGNIN' headers = { 'User-Agent':'Mozilla/5.0 (Linux; Android 5.1.1; SM-G930K Build/NRD90M; wv) AppleWebKit/537.36 (KHTML, like Gecko) Version/4.0 Chrome/74.0.3729.136 Mobile Safari/537.36 Ecloud/8.6.3 Android/22 clientId/355325117317828 clientModel/SM-G930K imsi/460071114317824 clientChannelId/qq proVersion/1.0.6', "Referer" : "https://m.cloud.189.cn/zhuanti/2016/sign/index.jsp?albumBackupOpened=1", "Host" : "m.cloud.189.cn", "Accept-Encoding" : "gzip, deflate", } response = s.get(surl,headers=headers) netdiskBonus = response.json()['netdiskBonus'] if(response.json()['isSign'] == "false"): print(f"未签到，签到获得{netdiskBonus}M空间") else: print(f"已经签到过了，签到获得{netdiskBonus}M空间") headers = { 'User-Agent':'Mozilla/5.0 (Linux; Android 5.1.1; SM-G930K Build/NRD90M; wv) AppleWebKit/537.36 (KHTML, like Gecko) Version/4.0 Chrome/74.0.3729.136 Mobile Safari/537.36 Ecloud/8.6.3 Android/22 clientId/355325117317828 clientModel/SM-G930K imsi/460071114317824 clientChannelId/qq proVersion/1.0.6', "Referer" : "https://m.cloud.189.cn/zhuanti/2016/sign/index.jsp?albumBackupOpened=1", "Host" : "m.cloud.189.cn", "Accept-Encoding" : "gzip, deflate", } response = s.get(url,headers=headers) try: if ("errorCode" in response.text): print(response.json()['errorCode']) elif (response.json().has_key('description')): description = response.json()
|
Syntax Analysis: Syntax Errors Found: • SyntaxError: expected 'except' or 'finally' block at line 33 Fixes: • Review code syntax
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 1,980
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport requests, time, re, rsa, json, base64\nfrom urllib import parse\n\ndef main():\n login(username, password)\n rand = str(round(time.time()*1000))\n surl = f'https://api.cloud.189.cn/mkt/userSign.action?rand={rand}&clientType=TELEANDROID&version=8.6.3&model=SM-G930K'\n url = f'https://m.cloud.189.cn/v2/drawPrizeMarketDetails.action?taskId=TASK_SIGNIN&activityId=ACT_SIGNIN'\n url2 = f'https://m.cloud.189.cn/v2/drawPrizeMarketDetails.action?taskId=TASK_SIGNIN_PHOTOS&activityId=ACT_SIGNIN'\n headers = {\n 'User-Agent':'Mozilla/5.0 (Linux; Android 5.1.1; SM-G930K Build/NRD90M; wv) AppleWebKit/537.36 (KHTML, like Gecko) Version/4.0 Chrome/74.0.3729.136 Mobile Safari/537.36 Ecloud/8.6.3 Android/22 clientId/355325117317828 clientModel/SM-G930K imsi/460071114317824 clientChannelId/qq proVersion/1.0.6',\n \"Referer\" : \"https://m.cloud.189.cn/zhuanti/2016/sign/index.jsp?albumBackupOpened=1\",\n \"Host\" : \"m.cloud.189.cn\",\n \"Accept-Encoding\" : \"gzip, deflate\",\n }\n response = s.get(surl,headers=headers)\n netdiskBonus = response.json()['netdiskBonus']\n if(response.json()['isSign'] == \"false\"):\n print(f\"\u672a\u7b7e\u5230\uff0c\u7b7e\u5230\u83b7\u5f97{netdiskBonus}M\u7a7a\u95f4\")\n else:\n print(f\"\u5df2\u7ecf\u7b7e\u5230\u8fc7\u4e86\uff0c\u7b7e\u5230\u83b7\u5f97{netdiskBonus}M\u7a7a\u95f4\")\n headers = {\n 'User-Agent':'Mozilla/5.0 (Linux; Android 5.1.1; SM-G930K Build/NRD90M; wv) AppleWebKit/537.36 (KHTML, like Gecko) Version/4.0 Chrome/74.0.3729.136 Mobile Safari/537.36 Ecloud/8.6.3 Android/22 clientId/355325117317828 clientModel/SM-G930K imsi/460071114317824 clientChannelId/qq proVersion/1.0.6',\n \"Referer\" : \"https://m.cloud.189.cn/zhuanti/2016/sign/index.jsp?albumBackupOpened=1\",\n \"Host\" : \"m.cloud.189.cn\",\n \"Accept-Encoding\" : \"gzip, deflate\",\n }\n response = s.get(url,headers=headers)\n try:\n if (\"errorCode\" in response.text):\n print(response.json()['errorCode'])\n elif (response.json().has_key('description')):\n description = response.json()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 SyntaxError: expected 'except' or 'finally' block at line 33\n\n Fixes:\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
92e1c91fec4c34f39e9e2622024fad4489b61749
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import subprocess from .Genome_fasta import get_fasta import matplotlib ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
data_processing
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 119
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport subprocess\nfrom .Genome_fasta import get_fasta\nimport matplotlib\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 |
92e2096dcbe8b31e8b6213b7078b62e4efd23dd0
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """A clean customisable Sphinx documentation theme.""" __version__ = "2020.9.8.beta2" from pathlib import Path from .body import wrap_tables from .code import get_pygments_style_colors from .navigation import get_navigation_tree from .toc import should_hide_toc def _html_page_context(app, pagename, templatename, context, doctree): if app.config.html_theme != "furo": return # Custom Navigation Tree (adds checkboxes and labels) toctree = context.get("toctree", lambda **kwargs: "") toctree_html = toctree( collapse=False, titles_only=True, maxdepth=-1, includehidden=True ) context["furo_navigation_tree"] = get_navigation_tree(toctree_html) # Custom "should hide ToC" logic context["furo_hide_toc"] = should_hide_toc(context.get("toc", "")) # Allow for hiding toc via ToC in page-wide metadata. if "hide-toc" in (context.get("meta", None) or {}): context["furo_hide_toc"] = True
|
# Inject information about styles colors = get_pygments_style_colors( app.builder.highlighter.formatter_args["style"], fallbacks={"foreground": "#000000", "background": "#FFFFFF"}, ) context["furo_pygments"] = colors # Patch the content if "body" in context: context["body"] = wrap_tables(context["body"]) def setup(app): """Entry point for sphinx theming.""" theme_path = (Path(__file__).parent / "theme").resolve() app.add_html_theme("furo", str(theme_path)) app.connect("html-page-context", _html_page_context)
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 1,536
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"A clean customisable Sphinx documentation theme.\"\"\"\n\n__version__ = \"2020.9.8.beta2\"\n\nfrom pathlib import Path\n\nfrom .body import wrap_tables\nfrom .code import get_pygments_style_colors\nfrom .navigation import get_navigation_tree\nfrom .toc import should_hide_toc\n\n\ndef _html_page_context(app, pagename, templatename, context, doctree):\n if app.config.html_theme != \"furo\":\n return\n\n # Custom Navigation Tree (adds checkboxes and labels)\n toctree = context.get(\"toctree\", lambda **kwargs: \"\")\n toctree_html = toctree(\n collapse=False, titles_only=True, maxdepth=-1, includehidden=True\n )\n context[\"furo_navigation_tree\"] = get_navigation_tree(toctree_html)\n\n # Custom \"should hide ToC\" logic\n context[\"furo_hide_toc\"] = should_hide_toc(context.get(\"toc\", \"\"))\n # Allow for hiding toc via ToC in page-wide metadata.\n if \"hide-toc\" in (context.get(\"meta\", None) or {}):\n context[\"furo_hide_toc\"] = True"}, {"role": "assistant", "content": "\n\n # Inject information about styles\n colors = get_pygments_style_colors(\n app.builder.highlighter.formatter_args[\"style\"],\n fallbacks={\"foreground\": \"#000000\", \"background\": \"#FFFFFF\"},\n )\n context[\"furo_pygments\"] = colors\n\n # Patch the content\n if \"body\" in context:\n context[\"body\"] = wrap_tables(context[\"body\"])\n\n\ndef setup(app):\n \"\"\"Entry point for sphinx theming.\"\"\"\n theme_path = (Path(__file__).parent / \"theme\").resolve()\n app.add_html_theme(\"furo\", str(theme_path))\n\n app.connect(\"html-page-context\", _html_page_context)"}]
| false
| null | null | null |
92e278de46c7d8190178a6e51a0f4e234995f14e
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python3 # Copyright 2016 Curtis Sand # # 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 Error: SyntaxError: unterminated string literal
|
Fixed Code: #!/usr/bin/env python3 # Copyright 2016 Curtis Sand # # 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. """A test for what happens when two waveforms are averaged together.""" Explanation: Close the string literal with matching quote
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 466
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python3\n# Copyright 2016 Curtis Sand\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\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python3\n# Copyright 2016 Curtis Sand\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n\"\"\"A test for what happens when two waveforms are averaged together.\"\"\"\n\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
92e3577604795bc43851e0afe7af80fe0fe26bbf
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from dataclasses import dataclass from hrepr import H from hrepr import hrepr as real_hrepr from hrepr.h import styledir from .common import one_test_per_assert class Point: x: int y: int class Opaque: pass def hshort(x, **kw): return hrepr(x, max_depth=0, **kw) @one_test_per_assert def test_singletons(): assert hrepr(True) == H.span["hreprv-True"]("True") assert hrepr(False) == H.span["hreprv-False"]("False") assert hrepr(None) == H.span["hreprv-None"]("None") @one_test_per_assert def test_numbers(): assert hrepr(123) == H.span["hreprt-int"]("123") assert hrepr(1.25) == H.span["hreprt-float"]("1.25") @one_test_per_assert def test_string(): assert hshort("hello") == H.span["hreprt-str"]("hello") assert hrepr("3 spaces") == H.span["hreprt-str"]("3 spaces") assert hrepr("hello this is a bit long") == H.span["hreprt-str"]( "hello this is a bit long" ) assert hshort("hello this is a bit long") == H.span["hreprt-str"]( "hello this is a b..." ) assert hshort("hello this is a bit long", string_cutoff=10) == H.span[ "hreprt-str" ]("hello t...") assert hshort("hello this is a bit long", string_cutoff=5) == H.span[ "hreprt-str" ]("he...") assert hshort("hello this is a bit long", string_cutoff=10000) == H.span[ "hreprt-str" ]("hello this is a bit long") @one_test_per_assert def test_bytes(): assert hrepr(b"hello") == H.span["hreprt-bytes"]("68656c6c6f")
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assert hshort(b"hello") == H.span["hreprt-bytes"]("68656c6c6f") assert hrepr(b"hello this is a bit long") == H.span["hreprt-bytes"]( "68656c6c6f2074686973206973206120626974206c6f6e67" ) assert hshort(b"hello this is a bit long") == H.span["hreprt-bytes"]( "68656c6c6f2074686..." ) def test_function(): assert hrepr(Opaque) == H.span["hreprk-class"]( H.span["hrepr-defn-key"]("class"), " ", H.span["hrepr-defn-name"]("Opaque"), ) def test_structures(): for typ, o, c in ( (tuple, "(", ")"), (list, "[", "]"), (set, "{", "}"), (frozenset, "{", "}"), ): clsname = typ.__name__ assert hrepr(typ((1, 2))) == H.div[ f"hreprt-{clsname}", "hrepr-bracketed" ]( H.div["hrepr-open"](o), H.div["hreprl-h", "hrepr-body"]( H.div(H.span["hreprt-int"]("1")), H.div(H.span["hreprt-int"]("2")), ), H.div["hrepr-close"](c), ) ... [11 more functiondefs truncated] ...
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advanced
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testing
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code_completion
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Pythoncode:Python
| 7
| 2
| 2,606
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom dataclasses import dataclass\n\nfrom hrepr import H\nfrom hrepr import hrepr as real_hrepr\nfrom hrepr.h import styledir\n\nfrom .common import one_test_per_assert\n\nclass Point:\n x: int\n y: int\n\n\nclass Opaque:\n pass\n\n\ndef hshort(x, **kw):\n return hrepr(x, max_depth=0, **kw)\n\n\n@one_test_per_assert\ndef test_singletons():\n assert hrepr(True) == H.span[\"hreprv-True\"](\"True\")\n assert hrepr(False) == H.span[\"hreprv-False\"](\"False\")\n assert hrepr(None) == H.span[\"hreprv-None\"](\"None\")\n\n\n@one_test_per_assert\ndef test_numbers():\n assert hrepr(123) == H.span[\"hreprt-int\"](\"123\")\n assert hrepr(1.25) == H.span[\"hreprt-float\"](\"1.25\")\n\n\n@one_test_per_assert\ndef test_string():\n assert hshort(\"hello\") == H.span[\"hreprt-str\"](\"hello\")\n assert hrepr(\"3 spaces\") == H.span[\"hreprt-str\"](\"3 spaces\")\n assert hrepr(\"hello this is a bit long\") == H.span[\"hreprt-str\"](\n \"hello this is a bit long\"\n )\n assert hshort(\"hello this is a bit long\") == H.span[\"hreprt-str\"](\n \"hello this is a b...\"\n )\n assert hshort(\"hello this is a bit long\", string_cutoff=10) == H.span[\n \"hreprt-str\"\n ](\"hello t...\")\n assert hshort(\"hello this is a bit long\", string_cutoff=5) == H.span[\n \"hreprt-str\"\n ](\"he...\")\n assert hshort(\"hello this is a bit long\", string_cutoff=10000) == H.span[\n \"hreprt-str\"\n ](\"hello this is a bit long\")\n\n\n@one_test_per_assert\ndef test_bytes():\n assert hrepr(b\"hello\") == H.span[\"hreprt-bytes\"](\"68656c6c6f\")"}, {"role": "assistant", "content": "\n assert hshort(b\"hello\") == H.span[\"hreprt-bytes\"](\"68656c6c6f\")\n assert hrepr(b\"hello this is a bit long\") == H.span[\"hreprt-bytes\"](\n \"68656c6c6f2074686973206973206120626974206c6f6e67\"\n )\n assert hshort(b\"hello this is a bit long\") == H.span[\"hreprt-bytes\"](\n \"68656c6c6f2074686...\"\n )\n\n\ndef test_function():\n assert hrepr(Opaque) == H.span[\"hreprk-class\"](\n H.span[\"hrepr-defn-key\"](\"class\"),\n \" \",\n H.span[\"hrepr-defn-name\"](\"Opaque\"),\n )\n\n\ndef test_structures():\n for typ, o, c in (\n (tuple, \"(\", \")\"),\n (list, \"[\", \"]\"),\n (set, \"{\", \"}\"),\n (frozenset, \"{\", \"}\"),\n ):\n clsname = typ.__name__\n assert hrepr(typ((1, 2))) == H.div[\n f\"hreprt-{clsname}\", \"hrepr-bracketed\"\n ](\n H.div[\"hrepr-open\"](o),\n H.div[\"hreprl-h\", \"hrepr-body\"](\n H.div(H.span[\"hreprt-int\"](\"1\")),\n H.div(H.span[\"hreprt-int\"](\"2\")),\n ),\n H.div[\"hrepr-close\"](c),\n )\n\n\n\n ... [11 more functiondefs truncated] ..."}]
| false
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92e37ec4545956a8e8242b1871fea16288a1a867
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: import inspect from sympy.core.cache import cacheit from sympy.core.singleton import S from sympy.core.sympify import _sympify from sympy.logic.boolalg import Boolean from sympy.utilities.source import get_class from contextlib import contextmanager class AssumptionsContext(set): """Set representing assumptions. This is used to represent global assumptions, but you can also use this class to create your own local assumptions contexts. It is basically a thin wrapper to Python's set, so see its documentation for advanced usage. Examples ======== >>> from sympy import Q >>> from sympy.assumptions.assume import global_assumptions >>> global_assumptions AssumptionsContext() >>> from sympy.abc import x >>> global_assumptions.add(Q.real(x)) >>> global_assumptions AssumptionsContext({Q.real(x)}) >>> global_assumptions.remove(Q.real(x)) >>> global_assumptions AssumptionsContext() >>> global_assumptions.clear() """ def add(self, *assumptions): """Add an assumption.""" for a in assumptions: super().add(a) def _sympystr(self, printer): if not self: return "%s()" % self.__class__.__name__ return "{}({})".format(self.__class__.__name__, printer._print_set(self)) global_assumptions = AssumptionsContext() class AppliedPredicate(Boolean): """The class of expressions resulting from applying a Predicate. Examples ======== >>> from sympy import Q, Symbol >>> x = Symbol('x') >>> Q.integer(x) Q.integer(x) >>> type(Q.integer(x)) <class 'sympy.assumptions.assume.AppliedPredicate'> """ __slots__ = () def __new__(cls, predicate, arg): arg = _s ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: return Boolean.__new__(cls, predicate, arg) is_Atom = True # do not attempt to decompose this @property
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advanced
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database
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incomplete_code
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Pythoncode:Python
| 10
| 3
| 1,754
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport inspect\nfrom sympy.core.cache import cacheit\nfrom sympy.core.singleton import S\nfrom sympy.core.sympify import _sympify\nfrom sympy.logic.boolalg import Boolean\nfrom sympy.utilities.source import get_class\nfrom contextlib import contextmanager\n\n\nclass AssumptionsContext(set):\n \"\"\"Set representing assumptions.\n\n This is used to represent global assumptions, but you can also use this\n class to create your own local assumptions contexts. It is basically a thin\n wrapper to Python's set, so see its documentation for advanced usage.\n\n Examples\n ========\n\n >>> from sympy import Q\n >>> from sympy.assumptions.assume import global_assumptions\n >>> global_assumptions\n AssumptionsContext()\n >>> from sympy.abc import x\n >>> global_assumptions.add(Q.real(x))\n >>> global_assumptions\n AssumptionsContext({Q.real(x)})\n >>> global_assumptions.remove(Q.real(x))\n >>> global_assumptions\n AssumptionsContext()\n >>> global_assumptions.clear()\n\n \"\"\"\n\n def add(self, *assumptions):\n \"\"\"Add an assumption.\"\"\"\n for a in assumptions:\n super().add(a)\n\n def _sympystr(self, printer):\n if not self:\n return \"%s()\" % self.__class__.__name__\n return \"{}({})\".format(self.__class__.__name__, printer._print_set(self))\n\nglobal_assumptions = AssumptionsContext()\n\n\nclass AppliedPredicate(Boolean):\n \"\"\"The class of expressions resulting from applying a Predicate.\n\n Examples\n ========\n\n >>> from sympy import Q, Symbol\n >>> x = Symbol('x')\n >>> Q.integer(x)\n Q.integer(x)\n >>> type(Q.integer(x))\n <class 'sympy.assumptions.assume.AppliedPredicate'>\n\n \"\"\"\n __slots__ = ()\n\n def __new__(cls, predicate, arg):\n arg = _s\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 return Boolean.__new__(cls, predicate, arg)\n\n is_Atom = True # do not attempt to decompose this\n\n @property"}]
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syntax
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HARD_CUT
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CRITICAL
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92e459320d22b81d1d537a46bdb22eb8751da72d
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: import numpy as np from unittest import TestCase import numpy.testing as npt from distancematrix.util import diag_indices_of from distancematrix.consumer.distance_matrix import DistanceMatrix class TestContextualMatrixProfile(TestCase): def setUp(self): self.dist_matrix = np.array([ [8.67, 1.10, 1.77, 1.26, 1.91, 4.29, 6.32, 4.24, 4.64, 5.06, 6.41, 4.07, 4.67, 9.32, 5.09], [4.33, 4.99, 0.14, 2.79, 2.10, 6.26, 9.40, 4.14, 5.53, 4.26, 8.21, 5.91, 6.83, 9.26, 6.19], [0.16, 9.05, 1.35, 4.78, 7.01, 4.36, 5.24, 8.81, 7.90, 5.84, 8.90, 7.88, 3.37, 4.70, 6.94], [0.94, 8.70, 3.87, 6.29, 0.32, 1.79, 5.80, 2.61, 1.43, 6.32, 1.62, 0.20, 2.28, 7.11, 2.15], [9.90, 4.51, 2.11, 2.83, 5.52, 8.55, 6.90, 0.24, 1.58, 4.26, 8.75, 3.71, 9.93, 8.33, 0.38], [7.30, 5.84, 9.63, 1.95, 3.76, 3.61, 9.42, 5.56, 5.09, 7.07, 1.90, 4.78, 1.06, 0.69, 3.67], [2.17, 8.37, 3.99, 4.28, 4.37, 2.86, 8.61, 3.39, 8.37, 6.95, 6.57, 1.79, 7.40, 4.41, 7.64], [6.26, 0.29, 6.44, 8.84, 1.24, 2.52, 6.25, 3.07, 5.55, 3.19, 8.16, 5.32, 9.01, 0.39, 9.], [4.67, 8.88, 3.05, 3.06, 2.36, 8.34, 4.91, 5.46, 9.25, 9.78, 0.03, 5.64, 5.10, 3.58, 6.92], [1.01, 0.91, 6.28, 7.79, 0.68, 5.50, 6.72, 5.11, 0.80, 9.30, 9.77, 4.71, 3.26, 7.29, 6.26]]) def mock_initialise(self, dm): dm.initialise(1, self.dist_matrix.shape[0], self.dist_matrix.shape[1]) # Complete this line dm = DistanceMatrix() self.mock_initialise(dm) for diag in range(-self.dist_matrix.shape[0] + 1, self.dist_matrix.shape[1]): diag_ind = diag_indices_of(self.dist_matrix, diag) dm.process_diagonal(diag, np.atleast_2d(self.dist_matrix[diag_ind])) npt.assert_equal(dm.distance_matrix, self.dist_matrix) def test_process_diagonal_partial_calculation(self): dm = DistanceMatrix() self.mock_initialise(dm) correct = np.full_like(self.dist_matrix, np.nan, dtype=float) for diag in range(-8, self.dist_matrix.shape[1], 3): diag_ind = diag_indices_of(self.dist_matrix, diag) dm.process_diagonal(diag, np.atleast_2d(self.dist_matrix[diag_ind])) correct[diag_ind] = self.dist_matrix[diag_ind] npt.assert_equal(dm.distance_matrix, correct) def test_process_column(self): dm = DistanceMatrix() self.mock_initialise(dm) for column in range(0, self.dist_matrix.shape[1]): dm.process_column(column, np.atleast_2d(self.dist_matrix[:, column])) npt.assert_equal(dm.distance_matrix, self.dist_matrix) ... [3 more functiondefs truncated] ...
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The missing line is: def test_process_diagonal(self):
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advanced
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testing
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fill_in_the_blank
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Pythoncode:Python
| 5
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport numpy as np\nfrom unittest import TestCase\nimport numpy.testing as npt\n\nfrom distancematrix.util import diag_indices_of\nfrom distancematrix.consumer.distance_matrix import DistanceMatrix\n\n\nclass TestContextualMatrixProfile(TestCase):\n\n def setUp(self):\n self.dist_matrix = np.array([\n [8.67, 1.10, 1.77, 1.26, 1.91, 4.29, 6.32, 4.24, 4.64, 5.06, 6.41, 4.07, 4.67, 9.32, 5.09],\n [4.33, 4.99, 0.14, 2.79, 2.10, 6.26, 9.40, 4.14, 5.53, 4.26, 8.21, 5.91, 6.83, 9.26, 6.19],\n [0.16, 9.05, 1.35, 4.78, 7.01, 4.36, 5.24, 8.81, 7.90, 5.84, 8.90, 7.88, 3.37, 4.70, 6.94],\n [0.94, 8.70, 3.87, 6.29, 0.32, 1.79, 5.80, 2.61, 1.43, 6.32, 1.62, 0.20, 2.28, 7.11, 2.15],\n [9.90, 4.51, 2.11, 2.83, 5.52, 8.55, 6.90, 0.24, 1.58, 4.26, 8.75, 3.71, 9.93, 8.33, 0.38],\n [7.30, 5.84, 9.63, 1.95, 3.76, 3.61, 9.42, 5.56, 5.09, 7.07, 1.90, 4.78, 1.06, 0.69, 3.67],\n [2.17, 8.37, 3.99, 4.28, 4.37, 2.86, 8.61, 3.39, 8.37, 6.95, 6.57, 1.79, 7.40, 4.41, 7.64],\n [6.26, 0.29, 6.44, 8.84, 1.24, 2.52, 6.25, 3.07, 5.55, 3.19, 8.16, 5.32, 9.01, 0.39, 9.],\n [4.67, 8.88, 3.05, 3.06, 2.36, 8.34, 4.91, 5.46, 9.25, 9.78, 0.03, 5.64, 5.10, 3.58, 6.92],\n [1.01, 0.91, 6.28, 7.79, 0.68, 5.50, 6.72, 5.11, 0.80, 9.30, 9.77, 4.71, 3.26, 7.29, 6.26]])\n\n def mock_initialise(self, dm):\n dm.initialise(1, self.dist_matrix.shape[0], self.dist_matrix.shape[1])\n\n # Complete this line\n dm = DistanceMatrix()\n self.mock_initialise(dm)\n\n for diag in range(-self.dist_matrix.shape[0] + 1, self.dist_matrix.shape[1]):\n diag_ind = diag_indices_of(self.dist_matrix, diag)\n dm.process_diagonal(diag, np.atleast_2d(self.dist_matrix[diag_ind]))\n\n npt.assert_equal(dm.distance_matrix, self.dist_matrix)\n\n def test_process_diagonal_partial_calculation(self):\n dm = DistanceMatrix()\n self.mock_initialise(dm)\n\n correct = np.full_like(self.dist_matrix, np.nan, dtype=float)\n\n for diag in range(-8, self.dist_matrix.shape[1], 3):\n diag_ind = diag_indices_of(self.dist_matrix, diag)\n dm.process_diagonal(diag, np.atleast_2d(self.dist_matrix[diag_ind]))\n correct[diag_ind] = self.dist_matrix[diag_ind]\n\n npt.assert_equal(dm.distance_matrix, correct)\n\n def test_process_column(self):\n dm = DistanceMatrix()\n self.mock_initialise(dm)\n\n for column in range(0, self.dist_matrix.shape[1]):\n dm.process_column(column, np.atleast_2d(self.dist_matrix[:, column]))\n\n npt.assert_equal(dm.distance_matrix, self.dist_matrix)\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n def test_process_diagonal(self):"}]
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92e5ae34177c1ed1dca21481a52e063cdd40f997
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: class AddonBoot(str, Enum): """Boot mode for the add-on.""" AUTO = "auto" MANUAL = "manual" class AddonStartup(str, Enum): """Startup types of Add-on.""" INITIALIZE = "initialize" SYSTEM = "system" SERVICES = "services" APPLICATION = "application" ONCE = "once" class AddonStage(str, Enum): """Stage types of add-on.""" STABLE = "stable" EXPERIMENTAL = "experimental" DEPRECATED = "deprecated" class AddonState(str, Enum): """State of add-on.""" STARTED = "started" STOPPED = "stopped" UNKNOWN = "unknown" ERROR = "error" class UpdateChannel(str, Enum): """Core supported update channels.""" STABLE = "stable" BETA = "beta" DEV = "dev" class CoreState(str, Enum): """Represent current loading state.""" INITIALIZE = "initialize" SETUP = "setup" STARTUP = "startup" RUNNING = "running" FREEZE = "freeze" SHUTDOWN = "shutdown" STOPPING = "stopping" CLOSE = "close" class LogLevel(str, Enum): """Logging level of system.""" DEBUG = "debug" INFO = "info" WARNING = "warning" ERROR = "error" CRITICAL = "critical" class HostFeature(str, Enum): """Host feature.""" HASSOS = "hassos" HOSTNAME = "hostname" NETWORK = "network" REBOOT = "reboot" SERVICES = "services" SHUTDOWN = "shutdown"
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 5 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14
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advanced
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oop
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debugging
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Pythoncode:Python
| 0
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| 1,379
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nclass AddonBoot(str, Enum):\n \"\"\"Boot mode for the add-on.\"\"\"\n\n AUTO = \"auto\"\n MANUAL = \"manual\"\n\n\nclass AddonStartup(str, Enum):\n \"\"\"Startup types of Add-on.\"\"\"\n\n INITIALIZE = \"initialize\"\n SYSTEM = \"system\"\n SERVICES = \"services\"\n APPLICATION = \"application\"\n ONCE = \"once\"\n\n\nclass AddonStage(str, Enum):\n \"\"\"Stage types of add-on.\"\"\"\n\n STABLE = \"stable\"\n EXPERIMENTAL = \"experimental\"\n DEPRECATED = \"deprecated\"\n\n\nclass AddonState(str, Enum):\n \"\"\"State of add-on.\"\"\"\n\n STARTED = \"started\"\n STOPPED = \"stopped\"\n UNKNOWN = \"unknown\"\n ERROR = \"error\"\n\n\nclass UpdateChannel(str, Enum):\n \"\"\"Core supported update channels.\"\"\"\n\n STABLE = \"stable\"\n BETA = \"beta\"\n DEV = \"dev\"\n\n\nclass CoreState(str, Enum):\n \"\"\"Represent current loading state.\"\"\"\n\n INITIALIZE = \"initialize\"\n SETUP = \"setup\"\n STARTUP = \"startup\"\n RUNNING = \"running\"\n FREEZE = \"freeze\"\n SHUTDOWN = \"shutdown\"\n STOPPING = \"stopping\"\n CLOSE = \"close\"\n\n\nclass LogLevel(str, Enum):\n \"\"\"Logging level of system.\"\"\"\n\n DEBUG = \"debug\"\n INFO = \"info\"\n WARNING = \"warning\"\n ERROR = \"error\"\n CRITICAL = \"critical\"\n\n\nclass HostFeature(str, Enum):\n \"\"\"Host feature.\"\"\"\n\n HASSOS = \"hassos\"\n HOSTNAME = \"hostname\"\n NETWORK = \"network\"\n REBOOT = \"reboot\"\n SERVICES = \"services\"\n SHUTDOWN = \"shutdown\""}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14"}]
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92e5bc0e9b68f032b202632a0013f3e6bb85256a
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import inspect from math import hypot, sin, asin, cos, radians, degrees from abc import ABCMeta, abstractmethod from random import randint, choice from typing import Dict, List, Tuple, Union class Agent(metaclass=ABCMeta): """ Class to represent an agent in an agent-based model. """ _id = 0 colors = ['blue', 'brown', 'cyan', 'gray', 'green', 'magenta', 'orange', 'pink', 'purple', 'red', 'yellow'] def __init__(self, world, coords: Tuple = None): self._id = Agent._id Agent._id += 1 self.world = world self.coords = coords or (randint(0, self.world.width - 1), randint(0, self.world.height - 1)) self.direction = 90 self.breed = self.__class__.__name__.lower() self.icon = '.' self.color = choice(self.colors) self.world.add_agent(self) def die(self): """ Remove the agent from the world. """ del self.world.agents[self._id] self.world.grid[self.coords]['agents'].remove(self) del self def hatch(self): """ Creates an agent and initializes it with the same parameters as oneself. """ sig = inspect.signature(self.__init__) filter_keys = [param.name for param in sig.parameters.values() if param.kind == param.POSITIONAL_OR_KEYWORD] filtered_dict = {filter_key: self.__dict__[filter_key] for filter_key in filter_keys} return self.__class__(**filtered_dict) def move_to(self, coords: Tuple): """ Places the agent in a different cell of the world grid. """ self.world.remove_from_grid(self) self.coords = coords self.world.place_on_grid(self) def cell_here(self, layer = None): """ Returns the value of a layer in the model's grid for the cell where the agent is. If no layer is specified, the values of all layers are returned. """ if layer is not None: return self.world.grid[self.coords][layer] else: return self.world.grid[self.coords] def get_distance(self, coords: Tuple) -> int: """ Returns the distance (in cells) from the agent to a pair of coordinates. """ x, y = coords return round(hypot((x - self.coords[0]), (y - self.coords[1]))) ... [12 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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machine_learning
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refactoring
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Pythoncode:Python
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| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport inspect\n\nfrom math import hypot, sin, asin, cos, radians, degrees\nfrom abc import ABCMeta, abstractmethod\nfrom random import randint, choice\nfrom typing import Dict, List, Tuple, Union\n\n\nclass Agent(metaclass=ABCMeta):\n \"\"\"\n Class to represent an agent in an agent-based model.\n \"\"\"\n\n _id = 0\n colors = ['blue', 'brown', 'cyan', 'gray', 'green', 'magenta', 'orange',\n 'pink', 'purple', 'red', 'yellow']\n\n def __init__(self, world, coords: Tuple = None):\n self._id = Agent._id\n Agent._id += 1\n\n self.world = world\n self.coords = coords or (randint(0, self.world.width - 1),\n randint(0, self.world.height - 1))\n self.direction = 90\n self.breed = self.__class__.__name__.lower()\n self.icon = '.'\n self.color = choice(self.colors)\n\n self.world.add_agent(self)\n\n def die(self):\n \"\"\"\n Remove the agent from the world.\n \"\"\"\n\n del self.world.agents[self._id]\n self.world.grid[self.coords]['agents'].remove(self)\n del self\n\n def hatch(self):\n \"\"\"\n Creates an agent and initializes it with the same parameters as\n oneself.\n \"\"\"\n\n sig = inspect.signature(self.__init__)\n filter_keys = [param.name for param in sig.parameters.values()\n if param.kind == param.POSITIONAL_OR_KEYWORD]\n filtered_dict = {filter_key: self.__dict__[filter_key]\n for filter_key in filter_keys}\n return self.__class__(**filtered_dict)\n\n def move_to(self, coords: Tuple):\n \"\"\"\n Places the agent in a different cell of the world grid.\n \"\"\"\n\n self.world.remove_from_grid(self)\n self.coords = coords\n self.world.place_on_grid(self)\n\n def cell_here(self, layer = None):\n \"\"\"\n Returns the value of a layer in the model's grid for the cell\n where the agent is. If no layer is specified, the values of all\n layers are returned.\n \"\"\"\n if layer is not None:\n return self.world.grid[self.coords][layer]\n else:\n return self.world.grid[self.coords]\n\n def get_distance(self, coords: Tuple) -> int:\n \"\"\"\n Returns the distance (in cells) from the agent to a pair of\n coordinates.\n \"\"\"\n\n x, y = coords\n return round(hypot((x - self.coords[0]), (y - self.coords[1])))\n\n\n ... [12 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
92e5e938e0e0af1229cd08971df68b5917c123c7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import torch import torch.nn as nn import os import torch.nn.functional as F class LDS(nn.Module): def __init__(self,): super(LDS, self).__init__() self.pool1 = nn.MaxPool2d(kernel_size=(2, 2), stride=2, padding=0) self.pool2 = nn.MaxPool2d(kernel_size=(2, 2), stride=2, padding=0) self.pool3 = nn.MaxPool2d(kernel_size=(2, 2), stride=2, padding=1) def forward(self, x): x_pool1 = self.pool1(x) x_pool2 = self.pool2(x_pool1) x_pool3 = self.pool3(x_pool2) return x_pool3 class ConvBlock(nn.Module): def __init__(self, in_planes, out_planes, kernel_size, stride=1, padding=0, dilation=1, groups=1, relu=True, bn=True, bias=False): super(ConvBlock, self).__init__() self.out_channels = out_planes self.conv = nn.Conv2d(in_planes, out_planes, kernel_size=kernel_size, stride=stride, padding=padding, dilation=dilation, groups=groups, bias=bias) self.bn = nn.BatchNorm2d(out_planes, eps=1e-5, momentum=0.01, affine=True) if bn else None self.relu = nn.ReLU(inplace=False) if relu else None def forward(self, x): x = self.conv(x) if self.bn is not None: x = self.bn(x) if self.relu is not None: x = self.relu(x)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 10
| 5
| 1,279
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\nimport os\nimport torch.nn.functional as F\n\n\nclass LDS(nn.Module):\n def __init__(self,):\n super(LDS, self).__init__()\n self.pool1 = nn.MaxPool2d(kernel_size=(2, 2), stride=2, padding=0)\n self.pool2 = nn.MaxPool2d(kernel_size=(2, 2), stride=2, padding=0)\n self.pool3 = nn.MaxPool2d(kernel_size=(2, 2), stride=2, padding=1)\n\n def forward(self, x):\n x_pool1 = self.pool1(x)\n x_pool2 = self.pool2(x_pool1)\n x_pool3 = self.pool3(x_pool2)\n return x_pool3\n\n\nclass ConvBlock(nn.Module):\n def __init__(self, in_planes, out_planes, kernel_size, stride=1, padding=0, dilation=1, groups=1, relu=True, bn=True, bias=False):\n super(ConvBlock, self).__init__()\n self.out_channels = out_planes\n self.conv = nn.Conv2d(in_planes, out_planes, kernel_size=kernel_size, stride=stride, padding=padding, dilation=dilation, groups=groups, bias=bias)\n self.bn = nn.BatchNorm2d(out_planes, eps=1e-5, momentum=0.01, affine=True) if bn else None\n self.relu = nn.ReLU(inplace=False) if relu else None\n\n def forward(self, x):\n x = self.conv(x)\n if self.bn is not None:\n x = self.bn(x)\n if self.relu is not None:\n x = self.relu(x)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
92e5fb97c8f7793e1b150c9be5289156548c78e6
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python from wand.image import Image from wand.drawing import Drawing from wand.color import Color import wandplus.image as wpi from wandplus.textutil import calcSuitableFontsize, calcSuitableImagesize import os import unittest def save(img, function, channel=False, ext='.png'): if channel == True: path = tmpdir + function.__name__ + "_ch" + ext else: path = tmpdir + function.__name__ + ext # print(path) img.save(filename=path) class CheckImage(unittest.TestCase): @classmethod def setUpClass(self): os.mkdir(tmpdir) self.rose = Image(filename='rose:') self.grad = Image(filename='gradient:', width=400, height=400) self.logo = Image(filename='logo:') self.text = Image(filename='label:Confirm', width=200, height=60) self.text_a = Image(width=70, height=60) with Drawing() as draw: draw.font = 'Arial' draw.font_size = 50 draw.gravity = 'center' draw.fill_color = Color('white') draw.stroke_color = Color('black') draw.text(0, 0, 'A') draw(self.text_a) self.rose.save(filename=tmpdir + 'rose.png') self.grad.save(filename=tmpdir + 'grad.png') self.logo.save(filename=tmpdir + 'logo.png') self.text.save(filename=tmpdir + 'text.png') self.text_a.save(filename=tmpdir + 'a.png') @classmethod def tearDownClass(self): self.rose.destroy() self.grad.destroy() self.logo.destroy() self.text.destroy() self.text_a.destroy() def test_adaptiveblur(self): f = wpi.adaptiveblur with self.rose.clone() as t: f(t, 5.0, 3.0) save(t, f) with self.rose.clone() as t: f(t, 5.0, 3.0, channel='red') save(t, f, True) def test_adaptiveresize(self): f = wpi.adaptiveresize with self.rose.clone() as t: f(t, int(t.width*1.5), int(t.height*2.0)) save(t, f) def test_adaptivesharpen(self): f = wpi.adaptivesharpen with self.rose.clone() as t: f(t, 5, 5) save(t, f) with self.rose.clone() as t: f(t, 5, 5, channel='red') save(t, f, True) def test_adaptivethreshold(self): f = wpi.adaptivethreshold with self.logo.clone() as t: f(t, 20, 20, int(0.1*t.quantum_range)) save(t, f) def test_addnoise(self): f = wpi.addnoise with self.grad.clone() as t: f(t, 'gaussian') save(t, f) with self.grad.clone() as t: f(t, 'gaussian', channel='red') save(t, f, True) ... [90 more functiondefs truncated] ...
|
Error Analysis: Error Type: WRONG_COMPARISON Error: WRONG_COMPARISON Detected Errors: • Code truncated in middle of expression - unexpected EOF • Block at line 21 has no indented body • Invalid syntax at line 94: ... [90 more functiondefs truncated] ... Fix: Use "is/is not" for None, avoid explicit True comparison
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 8
| 1
| 2,794
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\nfrom wand.image import Image\nfrom wand.drawing import Drawing\nfrom wand.color import Color\nimport wandplus.image as wpi\nfrom wandplus.textutil import calcSuitableFontsize, calcSuitableImagesize\nimport os\nimport unittest\n\n\ndef save(img, function, channel=False, ext='.png'):\n if channel == True:\n path = tmpdir + function.__name__ + \"_ch\" + ext\n else:\n path = tmpdir + function.__name__ + ext\n # print(path)\n img.save(filename=path)\n\n\nclass CheckImage(unittest.TestCase):\n\n @classmethod\n def setUpClass(self):\n os.mkdir(tmpdir)\n self.rose = Image(filename='rose:')\n self.grad = Image(filename='gradient:', width=400, height=400)\n self.logo = Image(filename='logo:')\n self.text = Image(filename='label:Confirm', width=200, height=60)\n self.text_a = Image(width=70, height=60)\n with Drawing() as draw:\n draw.font = 'Arial'\n draw.font_size = 50\n draw.gravity = 'center'\n draw.fill_color = Color('white')\n draw.stroke_color = Color('black')\n draw.text(0, 0, 'A')\n draw(self.text_a)\n\n self.rose.save(filename=tmpdir + 'rose.png')\n self.grad.save(filename=tmpdir + 'grad.png')\n self.logo.save(filename=tmpdir + 'logo.png')\n self.text.save(filename=tmpdir + 'text.png')\n self.text_a.save(filename=tmpdir + 'a.png')\n\n @classmethod\n def tearDownClass(self):\n self.rose.destroy()\n self.grad.destroy()\n self.logo.destroy()\n self.text.destroy()\n self.text_a.destroy()\n\n def test_adaptiveblur(self):\n f = wpi.adaptiveblur\n with self.rose.clone() as t:\n f(t, 5.0, 3.0)\n save(t, f)\n with self.rose.clone() as t:\n f(t, 5.0, 3.0, channel='red')\n save(t, f, True)\n\n def test_adaptiveresize(self):\n f = wpi.adaptiveresize\n with self.rose.clone() as t:\n f(t, int(t.width*1.5), int(t.height*2.0))\n save(t, f)\n\n def test_adaptivesharpen(self):\n f = wpi.adaptivesharpen\n with self.rose.clone() as t:\n f(t, 5, 5)\n save(t, f)\n with self.rose.clone() as t:\n f(t, 5, 5, channel='red')\n save(t, f, True)\n\n def test_adaptivethreshold(self):\n f = wpi.adaptivethreshold\n with self.logo.clone() as t:\n f(t, 20, 20, int(0.1*t.quantum_range))\n save(t, f)\n\n def test_addnoise(self):\n f = wpi.addnoise\n with self.grad.clone() as t:\n f(t, 'gaussian')\n save(t, f)\n with self.grad.clone() as t:\n f(t, 'gaussian', channel='red')\n save(t, f, True)\n\n\n ... [90 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Error: WRONG_COMPARISON\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Block at line 21 has no indented body\n \u2022 Invalid syntax at line 94: ... [90 more functiondefs truncated] ...\n\n\n Fix: Use \"is/is not\" for None, avoid explicit True comparison"}]
| true
|
logical
|
WRONG_COMPARISON
|
LOW
|
92e751e7128a30f8b366e1182af0f9e14b4591cd
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import mitsuba import pytest import enoki as ek from enoki.dynamic import Float32 as Float from mitsuba.python.test.util import fresolver_append_path from mitsuba.python.util import traverse def test01_create_mesh(variant_scalar_rgb): from mitsuba.core import Struct, float_dtype from mitsuba.render import Mesh m = Mesh("MyMesh", 3, 2) m.vertex_positions_buffer()[:] = [0.0, 0.0, 0.0, 1.0, 0.2, 0.0, 0.2, 1.0, 0.0] m.faces_buffer()[:] = [0, 1, 2, 1, 2, 0] m.parameters_changed() assert str(m) == """Mesh[ name = "MyMesh", bbox = BoundingBox3f[ min = [0, 0, 0], max = [1, 1, 0] ], vertex_count = 3, vertices = [36 B of vertex data], face_count = 2, faces = [24 B of face data], disable_vertex_normals = 0, surface_area = 0.96 ]""" @fresolver_append_path def test02_ply_triangle(variant_scalar_rgb): from mitsuba.core import UInt32, Vector3f from mitsuba.core.xml import load_string m = load_string(""" <shape type="ply" version="0.5.0"> <string name="filename" value="data/triangle.ply"/> <boolean name="face_normals" value="true"/> </shape> """) positions = m.vertex_positions_buffer() faces = m.faces_buffer() assert not m.has_vertex_normals() assert ek.slices(positions) == 9 assert ek.allclose(positions[0:3], [0, 0, 0]) assert ek.allclose(positions[3:6], [0, 0, 1]) assert ek.allclose(positions[6:9], [0, 1, 0]) assert ek.slices(faces) == 3 assert faces[0] == UInt32(0) assert faces[1] == UInt32(1) assert faces[2] == UInt32(2) @fresolver_append_path def test03_ply_computed_normals(variant_scalar_rgb): from mitsuba.core import Vector3f from mitsuba.core.xml import load_string """Checks(automatic) vertex normal computation for a PLY file that doesn't have them.""" shape = load_string(""" <shape type="ply" version="0.5.0"> <string name="filename" value="data/triangle.ply"/> </shape> """) normals = shape.vertex_normals_buffer() assert shape.has_vertex_normals() # Normals are stored in half precision assert ek.allclose(normals[0:3], [-1, 0, 0]) assert ek.allclose(normals[3:6], [-1, 0, 0]) assert ek.allclose(normals[6:9], [-1, 0, 0]) ... [6 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 19 Invalid syntax at line 81: ... [6 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 💡 Suggestions: Complete the expression on the last line Add closing quote at line 19 Review syntax near the error location
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 3
| 0
| 2,338
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport mitsuba\nimport pytest\nimport enoki as ek\nfrom enoki.dynamic import Float32 as Float\n\nfrom mitsuba.python.test.util import fresolver_append_path\nfrom mitsuba.python.util import traverse\n\n\ndef test01_create_mesh(variant_scalar_rgb):\n from mitsuba.core import Struct, float_dtype\n from mitsuba.render import Mesh\n\n m = Mesh(\"MyMesh\", 3, 2)\n m.vertex_positions_buffer()[:] = [0.0, 0.0, 0.0, 1.0, 0.2, 0.0, 0.2, 1.0, 0.0]\n m.faces_buffer()[:] = [0, 1, 2, 1, 2, 0]\n m.parameters_changed()\n\n assert str(m) == \"\"\"Mesh[\n name = \"MyMesh\",\n bbox = BoundingBox3f[\n min = [0, 0, 0],\n max = [1, 1, 0]\n ],\n vertex_count = 3,\n vertices = [36 B of vertex data],\n face_count = 2,\n faces = [24 B of face data],\n disable_vertex_normals = 0,\n surface_area = 0.96\n]\"\"\"\n\n\n@fresolver_append_path\ndef test02_ply_triangle(variant_scalar_rgb):\n from mitsuba.core import UInt32, Vector3f\n from mitsuba.core.xml import load_string\n\n m = load_string(\"\"\"\n <shape type=\"ply\" version=\"0.5.0\">\n <string name=\"filename\" value=\"data/triangle.ply\"/>\n <boolean name=\"face_normals\" value=\"true\"/>\n </shape>\n \"\"\")\n\n positions = m.vertex_positions_buffer()\n faces = m.faces_buffer()\n\n assert not m.has_vertex_normals()\n assert ek.slices(positions) == 9\n assert ek.allclose(positions[0:3], [0, 0, 0])\n assert ek.allclose(positions[3:6], [0, 0, 1])\n assert ek.allclose(positions[6:9], [0, 1, 0])\n assert ek.slices(faces) == 3\n assert faces[0] == UInt32(0)\n assert faces[1] == UInt32(1)\n assert faces[2] == UInt32(2)\n\n\n@fresolver_append_path\ndef test03_ply_computed_normals(variant_scalar_rgb):\n from mitsuba.core import Vector3f\n from mitsuba.core.xml import load_string\n\n \"\"\"Checks(automatic) vertex normal computation for a PLY file that\n doesn't have them.\"\"\"\n shape = load_string(\"\"\"\n <shape type=\"ply\" version=\"0.5.0\">\n <string name=\"filename\" value=\"data/triangle.ply\"/>\n </shape>\n \"\"\")\n normals = shape.vertex_normals_buffer()\n assert shape.has_vertex_normals()\n # Normals are stored in half precision\n assert ek.allclose(normals[0:3], [-1, 0, 0])\n assert ek.allclose(normals[3:6], [-1, 0, 0])\n assert ek.allclose(normals[6:9], [-1, 0, 0])\n\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 19\n Invalid syntax at line 81: ... [6 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 19\n Review syntax near the error location"}]
| false
| null | null | null |
92e78a29e0f69d74c35aa00744e686a1763079d2
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from __future__ import (absolute_import, division, print_function, unicode_literals) from builtins import (ascii, bytes, chr, dict, filter, hex, input, int, map, next, oct, open, pow, range, round, str, super, zip) from ...._utils import send_session_request from ..._PortalEndpointBase import PortalEndpointBase from .CreateUpdateGroupParams import CreateUpdateGroupParams class Group(PortalEndpointBase): @property def id(self): return self._pdata["id"] @property def _url_full(self): return "{0}/{1}".format(self._url_base, self.id) def __init__(self, requests_session, url_base, id): super().__init__(requests_session, url_base) self._pdata = {"id": id} def get_properties(self): """ Gets the properties of the item. """ return self._get() def update(self, update_group_params, clear_empty_fields=False): """ Updates the group properties. """ update_group_params = update_group_params._get_params() if isinstance( update_group_params, CreateUpdateGroupParams) else update_group_params.copy() if not "clearEmptyFields" in update_group_params: update_group_params["clearEmptyFields"] = clear_empty_fields r = self._create_operation_request(self, "update", method="POST", data=update_group_params) return send_session_request(self._session, r).json()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 5
| 1
| 1,457
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom __future__ import (absolute_import, division, print_function, unicode_literals)\nfrom builtins import (ascii, bytes, chr, dict, filter, hex, input, int, map, next, oct, open, pow, range, round, str,\n super, zip)\n\nfrom ...._utils import send_session_request\nfrom ..._PortalEndpointBase import PortalEndpointBase\nfrom .CreateUpdateGroupParams import CreateUpdateGroupParams\n\n\nclass Group(PortalEndpointBase):\n @property\n def id(self):\n return self._pdata[\"id\"]\n\n @property\n def _url_full(self):\n return \"{0}/{1}\".format(self._url_base, self.id)\n\n def __init__(self, requests_session, url_base, id):\n super().__init__(requests_session, url_base)\n\n self._pdata = {\"id\": id}\n\n def get_properties(self):\n \"\"\"\n Gets the properties of the item.\n \"\"\"\n return self._get()\n\n def update(self, update_group_params, clear_empty_fields=False):\n \"\"\"\n Updates the group properties.\n \"\"\"\n\n update_group_params = update_group_params._get_params() if isinstance(\n update_group_params, CreateUpdateGroupParams) else update_group_params.copy()\n\n if not \"clearEmptyFields\" in update_group_params:\n update_group_params[\"clearEmptyFields\"] = clear_empty_fields\n\n r = self._create_operation_request(self, \"update\", method=\"POST\", data=update_group_params)\n\n return send_session_request(self._session, r).json()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
92e9c5118907200831bee6234267cd344285472f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Generated by Django 2.1.7 on 2019-08-09 09:36 from django.db import migrations, models def migrate_public_event(apps, schema_editor: """Migrate options previously with no contents (displayed as "Other:") to a new contents ("other"). The field containing these options is in CommonRequest abstract model, implemented in WorkshopRequest, WorkshopInquiryRequest, and SelfOrganizedSubmission models.""" WorkshopRequest = apps.get_model('workshops', 'WorkshopRequest') WorkshopInquiryRequest = apps.get_model('extrequests', 'WorkshopInquiryRequest') SelfOrganizedSubmission = apps.get_model('extrequests', 'SelfOrganizedSubmission') WorkshopRequest.objects.filter(public_event="") \ .update(public_event="other") WorkshopInquiryRequest.objects.filter(public_event="") \ .update(public_event="other") SelfOrganizedSubmission.objects.filter(public_event="") \ .update(public_event="other") ... [1 more classdefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 7 • Unclosed '(' at line 6 - expected ')' Fix: Add missing ')' bracket at line 6
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,168
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Generated by Django 2.1.7 on 2019-08-09 09:36\n\nfrom django.db import migrations, models\n\n\ndef migrate_public_event(apps, schema_editor:\n \"\"\"Migrate options previously with no contents (displayed as \"Other:\")\n to a new contents (\"other\").\n The field containing these options is in CommonRequest abstract model,\n implemented in WorkshopRequest, WorkshopInquiryRequest, and\n SelfOrganizedSubmission models.\"\"\"\n WorkshopRequest = apps.get_model('workshops', 'WorkshopRequest')\n WorkshopInquiryRequest = apps.get_model('extrequests',\n 'WorkshopInquiryRequest')\n SelfOrganizedSubmission = apps.get_model('extrequests',\n 'SelfOrganizedSubmission')\n \n WorkshopRequest.objects.filter(public_event=\"\") \\\n .update(public_event=\"other\")\n WorkshopInquiryRequest.objects.filter(public_event=\"\") \\\n .update(public_event=\"other\")\n SelfOrganizedSubmission.objects.filter(public_event=\"\") \\\n .update(public_event=\"other\")\n\n\n\n ... [1 more classdefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 7\n \u2022 Unclosed '(' at line 6 - expected ')'\n\n Fix: Add missing ')' bracket at line 6"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
92ea3eda1c775e0583e47210352c08da3ae6793c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import torch import torch.nn as nn class Discriminator(nn.Module): def __init__(self, input_nc, ndf=64, norm_layer=nn.BatchNorm2d, use_sigmoid=False) : super(Discriminator, self).__init__() self.conv1 = nn.Sequential( nn.Conv2d(input_nc, ndf, kernel_size=4, stride=2, padding=1), nn.LeakyReLU(0.2, True) ) self.conv2 = nn.Sequential( nn.Conv2d(ndf, ndf * 2, kernel_size=4, stride=2, padding=1), norm_layer(ndf * 2), nn.LeakyReLU(0.2, True) ) self.conv3 = nn.Sequential( nn.Conv2d(ndf * 2, ndf * 4, kernel_size=4, stride=2, padding=1), norm_layer(ndf * 4), nn.LeakyReLU(0.2, True) ) self.conv4 = nn.Sequential( nn.Conv2d(ndf * 4, ndf * 8, kernel_size=4, stride=2, padding=1), norm_layer(ndf * 8), nn.LeakyReLU(0.2, True) ) if use_sigmoid: self.conv5 = nn.Sequential( nn.Conv2d(ndf * 8, 1, kernel_size=4, stride=2, padding=1), nn.Sigmoid() ) else: self.conv5 = nn.Sequential( nn.Conv2d(ndf * 8, 1, kernel_size=4, stride=2, padding=1) ) def forward(self, x): x = self.conv1(x) x = self.conv2(x)
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Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Fix: Complete the function 'forward' body and add missing return
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advanced
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database
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error_detection
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Pythoncode:Python
| 2
| 1
| 1,190
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\n\nclass Discriminator(nn.Module):\n def __init__(self, input_nc, ndf=64, norm_layer=nn.BatchNorm2d, use_sigmoid=False) :\n super(Discriminator, self).__init__()\n self.conv1 = nn.Sequential(\n nn.Conv2d(input_nc, ndf, kernel_size=4, stride=2, padding=1),\n nn.LeakyReLU(0.2, True)\n )\n self.conv2 = nn.Sequential(\n nn.Conv2d(ndf, ndf * 2, kernel_size=4, stride=2, padding=1),\n norm_layer(ndf * 2),\n nn.LeakyReLU(0.2, True)\n )\n self.conv3 = nn.Sequential(\n nn.Conv2d(ndf * 2, ndf * 4, kernel_size=4, stride=2, padding=1),\n norm_layer(ndf * 4),\n nn.LeakyReLU(0.2, True)\n )\n self.conv4 = nn.Sequential(\n nn.Conv2d(ndf * 4, ndf * 8, kernel_size=4, stride=2, padding=1),\n norm_layer(ndf * 8),\n nn.LeakyReLU(0.2, True)\n )\n \n if use_sigmoid:\n self.conv5 = nn.Sequential(\n nn.Conv2d(ndf * 8, 1, kernel_size=4, stride=2, padding=1),\n nn.Sigmoid()\n )\n else:\n self.conv5 = nn.Sequential(\n nn.Conv2d(ndf * 8, 1, kernel_size=4, stride=2, padding=1)\n )\n \n def forward(self, x):\n x = self.conv1(x)\n x = self.conv2(x)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Fix: Complete the function 'forward' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
92ec1a79aa56994e71f763b1fea1ca3f88478806
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from unittest import TestCase import numpy as np from robustnessgym.cachedops.spacy import Spacy from robustnessgym.slicebuilders.subpopulations.length import LengthSubpopulation from tests.testbeds import MockTestBedv0 class TestLengthSubpopulation(TestCase): def setUp(self): self.testbed = MockTestBedv0() self.testbed.dataset = Spacy()(self.testbed.dataset, columns=["text"]) def test_score(self): # Create the length subpopulation length = LengthSubpopulation(intervals=[(1, 3), (4, 5)]) # Compute scores scores = length.score(self.testbed.dataset[:], columns=["text"]) self.assertTrue(np.allclose(scores, np.array([5, 5, 5, 5, 5, 5]))) print(self.testbed.dataset.column_names) print(Spacy.retrieve(self.testbed.dataset[:], ["text"])) # Apply the subpopulation slices, slice_matrix = length(self.testbed.dataset, columns=["text"]) # Check that the slice membership lines up self.assertTrue(np.allclose(slice_matrix, np.array([[0, 1]] * 6)))
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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testing
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refactoring
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Pythoncode:Python
| 2
| 1
| 1,067
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom unittest import TestCase\n\nimport numpy as np\n\nfrom robustnessgym.cachedops.spacy import Spacy\nfrom robustnessgym.slicebuilders.subpopulations.length import LengthSubpopulation\nfrom tests.testbeds import MockTestBedv0\n\n\nclass TestLengthSubpopulation(TestCase):\n def setUp(self):\n self.testbed = MockTestBedv0()\n self.testbed.dataset = Spacy()(self.testbed.dataset, columns=[\"text\"])\n\n def test_score(self):\n # Create the length subpopulation\n length = LengthSubpopulation(intervals=[(1, 3), (4, 5)])\n\n # Compute scores\n scores = length.score(self.testbed.dataset[:], columns=[\"text\"])\n self.assertTrue(np.allclose(scores, np.array([5, 5, 5, 5, 5, 5])))\n\n print(self.testbed.dataset.column_names)\n print(Spacy.retrieve(self.testbed.dataset[:], [\"text\"]))\n\n # Apply the subpopulation\n slices, slice_matrix = length(self.testbed.dataset, columns=[\"text\"])\n\n # Check that the slice membership lines up\n self.assertTrue(np.allclose(slice_matrix, np.array([[0, 1]] * 6)))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
92ec31910f4ccb9a9e9fdaf1976491caf430c06d
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import json from astroquery.vizier import Vizier with open("Jankowski_2018_raw.txt", "r") as raw_file: lines = raw_file.readlines() print(lines) pulsar_dict = {} for row in lines[3:]: row = row.split("|") print(row) pulsar = row[0].strip().replace("−", "-") freqs = [] fluxs = [] flux_errs = [] # If no error means it's an upper limit andnow sure how to handle it if row[1].strip() != "" and row[2].strip() != "": freqs.append(728) fluxs.append(float(row[1].strip()))
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flux_errs.append(float(row[2].strip())) if row[3].strip() != "" and row[4].strip() != "": freqs.append(1382) fluxs.append(float(row[3].strip())) flux_errs.append(float(row[4].strip())) if row[5].strip() != "" and row[6].strip() != "": freqs.append(3100) fluxs.append(float(row[5].strip())) flux_errs.append(float(row[6].strip())) pulsar_dict[pulsar] = {"Frequency MHz":freqs, "Flux Density mJy":fluxs, "Flux Density error mJy":flux_errs} with open("Jankowski_2018.yaml", "w") as cat_file: cat_file.write(json.dumps(pulsar_dict)) print(pulsar_dict)
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intermediate
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database
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code_completion
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Pythoncode:Python
| 0
| 0
| 1,146
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport json\nfrom astroquery.vizier import Vizier\n\nwith open(\"Jankowski_2018_raw.txt\", \"r\") as raw_file:\n lines = raw_file.readlines()\n print(lines)\n\npulsar_dict = {}\nfor row in lines[3:]:\n row = row.split(\"|\")\n print(row)\n pulsar = row[0].strip().replace(\"\u2212\", \"-\")\n freqs = []\n fluxs = []\n flux_errs = []\n # If no error means it's an upper limit andnow sure how to handle it\n if row[1].strip() != \"\" and row[2].strip() != \"\":\n freqs.append(728)\n fluxs.append(float(row[1].strip()))"}, {"role": "assistant", "content": "\n flux_errs.append(float(row[2].strip()))\n if row[3].strip() != \"\" and row[4].strip() != \"\":\n freqs.append(1382)\n fluxs.append(float(row[3].strip()))\n flux_errs.append(float(row[4].strip()))\n if row[5].strip() != \"\" and row[6].strip() != \"\":\n freqs.append(3100)\n fluxs.append(float(row[5].strip()))\n flux_errs.append(float(row[6].strip()))\n pulsar_dict[pulsar] = {\"Frequency MHz\":freqs, \"Flux Density mJy\":fluxs, \"Flux Density error mJy\":flux_errs}\n\nwith open(\"Jankowski_2018.yaml\", \"w\") as cat_file:\n cat_file.write(json.dumps(pulsar_dict))\nprint(pulsar_dict)"}]
| false
| null | null | null |
92eca5c1a6337291d863c933685487ea52da0c9b
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # Copyright (c) 2018, WSO2 Inc. (http://wso2.com) 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. # importing required modules import sys from xml.etree import ElementTree as ET import toml import subprocess import wget import logging import inspect import os import shutil import pymysql import sqlparse import re from pathlib import Path import urllib.request as urllib2 from xml.dom import minidom import intg_test_manager as cm from subprocess import Popen, PIPE import os from prod_test_constant import DB_META_DATA, DIST_POM_PATH, INTEGRATION_PATH, DISTRIBUTION_PATH, \ def get_db_meta_data(argument): switcher = DB_META_DATA return switcher.get(argument, False) ... [8 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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testing
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refactoring
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Pythoncode:Python
| 1
| 0
| 1,242
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright (c) 2018, WSO2 Inc. (http://wso2.com) 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\n# importing required modules\nimport sys\nfrom xml.etree import ElementTree as ET\nimport toml\nimport subprocess\nimport wget\nimport logging\nimport inspect\nimport os\nimport shutil\nimport pymysql\nimport sqlparse\nimport re\nfrom pathlib import Path\nimport urllib.request as urllib2\nfrom xml.dom import minidom\nimport intg_test_manager as cm\nfrom subprocess import Popen, PIPE\nimport os\n\nfrom prod_test_constant import DB_META_DATA, DIST_POM_PATH, INTEGRATION_PATH, DISTRIBUTION_PATH, \\\ndef get_db_meta_data(argument):\n switcher = DB_META_DATA\n return switcher.get(argument, False)\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
92ee36608ac8edb00b879a89f8f1eafb4cb4fb04
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Copyright (c) 2019 Leiden University Medical Center # # 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 subprocess import sys from pathlib import Path SOUNDS_DIR = (Path(__file__).parent / Path("sounds")).absolute() DEFAULT_SUCCESS_SOUND = SOUNDS_DIR / Path("applause") DEFAULT_FAIL_SOUND = SOUNDS_DIR / Path("buzzer") def play_sound(sound_file: Path): if sys.platform == "linux": # paplay comes from PulseAudio and should be installed by default on # most systems. _play_sound_unix(sound_file.with_suffix(".oga"), program="paplay") elif sys.platform == "darwin": # Afplay comes installed by default on Macintosh _play_sound_unix(sound_file.with_suffix(".mp3"), program="afplay") else: # A windows implementation should be possible with the winsound # implementation, but that does not play ogg audio. raise NotImplementedError( "Playing sounds not supported by pytest-notification on {}" "".format(sys.platform)) def _play_sound_unix(sound_file: Path, program): """ Play a sound file on unix with the program. :param sound_file: Path to the sound file. :param program: Which program to use. :return: No returns. Plays a sound file. """ # Play the sound non blocking, use Popen. subprocess.Popen([program, str(sound_file)])
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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testing
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refactoring
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Pythoncode:Python
| 2
| 0
| 2,376
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright (c) 2019 Leiden University Medical Center\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\nimport subprocess\nimport sys\nfrom pathlib import Path\n\nSOUNDS_DIR = (Path(__file__).parent / Path(\"sounds\")).absolute()\nDEFAULT_SUCCESS_SOUND = SOUNDS_DIR / Path(\"applause\")\nDEFAULT_FAIL_SOUND = SOUNDS_DIR / Path(\"buzzer\")\n\n\ndef play_sound(sound_file: Path):\n if sys.platform == \"linux\":\n # paplay comes from PulseAudio and should be installed by default on\n # most systems.\n _play_sound_unix(sound_file.with_suffix(\".oga\"), program=\"paplay\")\n elif sys.platform == \"darwin\":\n # Afplay comes installed by default on Macintosh\n _play_sound_unix(sound_file.with_suffix(\".mp3\"), program=\"afplay\")\n else:\n # A windows implementation should be possible with the winsound\n # implementation, but that does not play ogg audio.\n raise NotImplementedError(\n \"Playing sounds not supported by pytest-notification on {}\"\n \"\".format(sys.platform))\n\n\ndef _play_sound_unix(sound_file: Path, program):\n \"\"\"\n Play a sound file on unix with the program.\n :param sound_file: Path to the sound file.\n :param program: Which program to use.\n :return: No returns. Plays a sound file.\n \"\"\"\n # Play the sound non blocking, use Popen.\n subprocess.Popen([program, str(sound_file)])"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
92eed01036cb07058175a69126f2f5a418891a9a
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from math import sqrt def is_simple(n: int) -> bool: if n % 2 == 0 and n != 2: return False
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Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Fix: Complete the function 'is_simple' body and add missing return
|
intermediate
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general
|
error_detection
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Pythoncode:Python
| 2
| 0
| 105
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom math import sqrt\n\n\ndef is_simple(n: int) -> bool:\n if n % 2 == 0 and n != 2:\n return False"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Fix: Complete the function 'is_simple' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
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HIGH
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92ef37eb449c4f50b5c90c7a720a5f53652a647c
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python3 # Copyright (c) 2016 Anki, 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 in the file LICENSE.txt or 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.
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Code Review: Code looks good! Consider edge cases Add comprehensive tests
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intermediate
|
api
|
code_review
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Pythoncode:Python
| 0
| 0
| 630
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n# Copyright (c) 2016 Anki, 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 in the file LICENSE.txt or 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."}, {"role": "assistant", "content": " Code Review:\n\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
92ef91238a4d28bed6389f80b7547828e84737ba
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- def click_coords(fig=None, timeout=600.): if fig is None: fig = plt.gcf() xy = [] def onclick(event): if not event.inaxes: fig.canvas.stop_event_loop() else: xy.append([event.xdata, event.ydata]) print("Gathering coordinates of mouse clicks. Click outside of the axes " \ "when done.") cid = fig.canvas.mpl_connect('button_press_event', onclick) fig.canvas.start_event_loop(timeout=timeout) fig.canvas.mpl_disconnect(cid) return np.array(xy) def common_axes(fig, pos=None): if pos is None: bigax = fig.add_subplot(111) else: bigax = fig.add_axes(pos) [bigax.spines[s].set_visible(False) for s in ['top', 'bottom', 'left', 'right']] bigax.tick_params(labelleft=False, labelbottom=False, left='off', bottom='off') bigax.set_zorder(-10) return bigax def log_frac(x, frac): l0, l1 = list(map(np.log10, x)) ld = l1 - l0 l = ld*frac + l0 return 10**l def log2linear(x, errneg=None, errpos=None): xl = 10**x result = [xl] if errneg is not None: xn = xl - 10**(x - np.abs(errneg)) result.append(xn) if errpos is not None: xp = 10**(x + errpos) - xl result.append(xp) return result def linear2log(x, errneg=None, errpos=None): xl = np.log10(x) result = [x] if errneg is not None: xn = xl - np.log1 ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: result.append(xn) if errpos is not None: xp = np.log10(x + errpos) - xl result.append(xp) return result
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advanced
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ui
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incomplete_code
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Pythoncode:Python
| 7
| 0
| 1,440
| false
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef click_coords(fig=None, timeout=600.):\n if fig is None:\n fig = plt.gcf()\n\n xy = []\n def onclick(event):\n if not event.inaxes:\n fig.canvas.stop_event_loop()\n else:\n xy.append([event.xdata, event.ydata])\n\n print(\"Gathering coordinates of mouse clicks. Click outside of the axes \" \\\n \"when done.\")\n cid = fig.canvas.mpl_connect('button_press_event', onclick)\n fig.canvas.start_event_loop(timeout=timeout)\n fig.canvas.mpl_disconnect(cid)\n return np.array(xy)\n\n\ndef common_axes(fig, pos=None):\n if pos is None:\n bigax = fig.add_subplot(111)\n else:\n bigax = fig.add_axes(pos)\n [bigax.spines[s].set_visible(False) for s in ['top', 'bottom', 'left', 'right']]\n bigax.tick_params(labelleft=False, labelbottom=False, left='off', bottom='off')\n bigax.set_zorder(-10)\n return bigax\n\n\ndef log_frac(x, frac):\n l0, l1 = list(map(np.log10, x))\n ld = l1 - l0\n l = ld*frac + l0\n return 10**l\n\n\ndef log2linear(x, errneg=None, errpos=None):\n xl = 10**x\n result = [xl]\n if errneg is not None:\n xn = xl - 10**(x - np.abs(errneg))\n result.append(xn)\n if errpos is not None:\n xp = 10**(x + errpos) - xl\n result.append(xp)\n return result\n\n\ndef linear2log(x, errneg=None, errpos=None):\n xl = np.log10(x)\n result = [x]\n if errneg is not None:\n xn = xl - np.log1\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 result.append(xn)\n if errpos is not None:\n xp = np.log10(x + errpos) - xl\n result.append(xp)\n return result"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
92f0c7d812707a316f1c04c4ec3e35722444b8b5
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from django.shortcuts import render,redirect from django.http import HttpResponse,HttpResponseRedirect from django.views import generic from django.contrib.auth.decorators import login_required from django.utils.decorators import method_decorator from .models import Character,Comic,Power,CharacterPower,CharacterComic from django_filters.views import FilterView from .filters import Marvel_worldFilter,Marvel_comicFilter from .forms import CharacterForm,PowerForm,ComicForm from django.urls import reverse,reverse_lazy def index(request): return HttpResponse("Hello, world. You're at the marvel world super hero") class AboutPageView(generic.TemplateView): template_name = 'marvel_world/about.html' class HomePageView(generic.TemplateView): template_name = 'marvel_world/home.html' @method_decorator(login_required, name='dispatch') class CharacterListView(generic.ListView): model = Character context_object_name = 'characters' template_name = 'marvel_world/characters.html' paginate_by = 50 def get_queryset(self): return Character.objects.all().select_related('alignment','eye_color','skin_color','hair_color','race','gender','publisher').order_by('character_name') @method_decorator(login_required, name='dispatch') class CharacterDetailView(generic.DetailView): model = Character context_object_name= 'character' template_name = 'marvel_world/character_information.html' @method_decorator(login_required, name='dispatch') class ComicListView(generic.ListView): model = Comic context_object_name = 'comics' template_name = 'marvel_world/comics.html' paginate_by = 600 def get_queryset(self): return Comic.objects.all().order_by('comic_name') @method_decorator(login_required, name='dispatch') class ComicDetailView(generic.DetailView): model = Comic context_object_name= 'comic' template_name = 'marvel_world/comic_information.html' @method_decorator(login_required, name='dispatch') class PowerListView(generic.ListView): model = Power context_object_name = 'powers' template_name = 'marvel_world/super_power.html' paginate_by = 50 def get_queryset(self): return Power.objects.all().order_by('power_name') @method_decorator(login_required, name='dispatch') class PowerDetailView(generic.DetailView): model = Power context_object_name= 'power' template_name = 'marvel_world/super_power_information.html' @method_decorator(login_required, name='dispatch') class CharacterFilterView(FilterView): filterset_class = Marvel_worldFilter template_name = 'marvel_world/character_filter.html' @method_decorator(login_required, name='dispatch') class ComicFilterView(FilterView): filterset_class = Marvel_comicFilter template_name = 'marvel_world/comic_filter.html' @method_decorator(login_required, name='dispatch') ... [30 more classdefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 12 Invalid syntax at line 74: ... [30 more classdefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 67 Unexpected indentation at line 71 ✨ Improvements: Complete the expression on the last line Add closing quote at line 12 Review syntax near the error location
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advanced
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api
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code_review
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Pythoncode:Python
| 4
| 10
| 2,832
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom django.shortcuts import render,redirect\nfrom django.http import HttpResponse,HttpResponseRedirect\nfrom django.views import generic\nfrom django.contrib.auth.decorators import login_required\nfrom django.utils.decorators import method_decorator\nfrom .models import Character,Comic,Power,CharacterPower,CharacterComic\nfrom django_filters.views import FilterView\nfrom .filters import Marvel_worldFilter,Marvel_comicFilter\nfrom .forms import CharacterForm,PowerForm,ComicForm\nfrom django.urls import reverse,reverse_lazy\ndef index(request):\n\treturn HttpResponse(\"Hello, world. You're at the marvel world super hero\")\n\n\nclass AboutPageView(generic.TemplateView):\n\ttemplate_name = 'marvel_world/about.html'\n\n\nclass HomePageView(generic.TemplateView):\n\ttemplate_name = 'marvel_world/home.html'\n\n@method_decorator(login_required, name='dispatch')\nclass CharacterListView(generic.ListView):\n\tmodel = Character\n\tcontext_object_name = 'characters'\n\ttemplate_name = 'marvel_world/characters.html'\n\tpaginate_by = 50\n\n\tdef get_queryset(self):\n\t\treturn Character.objects.all().select_related('alignment','eye_color','skin_color','hair_color','race','gender','publisher').order_by('character_name')\n@method_decorator(login_required, name='dispatch')\nclass CharacterDetailView(generic.DetailView):\n model = Character\n context_object_name= 'character'\n template_name = 'marvel_world/character_information.html'\n@method_decorator(login_required, name='dispatch')\nclass ComicListView(generic.ListView):\n\tmodel = Comic\n\tcontext_object_name = 'comics'\n\ttemplate_name = 'marvel_world/comics.html'\n\tpaginate_by = 600\n\n\tdef get_queryset(self):\n\t\treturn Comic.objects.all().order_by('comic_name')\n@method_decorator(login_required, name='dispatch')\nclass ComicDetailView(generic.DetailView):\n model = Comic\n context_object_name= 'comic'\n template_name = 'marvel_world/comic_information.html'\n@method_decorator(login_required, name='dispatch')\nclass PowerListView(generic.ListView):\n\tmodel = Power\n\tcontext_object_name = 'powers'\n\ttemplate_name = 'marvel_world/super_power.html'\n\tpaginate_by = 50\n\n\tdef get_queryset(self):\n\t\treturn Power.objects.all().order_by('power_name')\n@method_decorator(login_required, name='dispatch')\nclass PowerDetailView(generic.DetailView):\n model = Power\n context_object_name= 'power'\n template_name = 'marvel_world/super_power_information.html'\n@method_decorator(login_required, name='dispatch')\nclass CharacterFilterView(FilterView):\n\tfilterset_class = Marvel_worldFilter\n\ttemplate_name = 'marvel_world/character_filter.html'\n@method_decorator(login_required, name='dispatch')\nclass ComicFilterView(FilterView):\n\tfilterset_class = Marvel_comicFilter\n\ttemplate_name = 'marvel_world/comic_filter.html'\n@method_decorator(login_required, name='dispatch')\n\n ... [30 more classdefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 12\n Invalid syntax at line 74: ... [30 more classdefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 67\n Unexpected indentation at line 71\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 12\n Review syntax near the error location"}]
| false
| null | null | null |
92f10be0db1bfd9a43f5256577f3d2fdfd1c920b
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: """Set-up and execute the main loop""" import time GPIO.setmode(GPIO.BCM) GPIO.setwarnings(False) #Right motor input A GPIO.setup(18,GPIO.OUT) #Right motor input B GPIO.setup(23,GPIO.OUT) GPIO.output(18,GPIO.HIGH) GPIO.output(23,GPIO.LOW)
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Error Analysis: Error Type: MISSING_IMPORTS Error: NameError: name is not defined Fix: Add missing imports: import RPi.GPIO as GPIO
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intermediate
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machine_learning
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error_detection
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Pythoncode:Python
| 0
| 0
| 243
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"Set-up and execute the main loop\"\"\"\nimport time\n\nGPIO.setmode(GPIO.BCM)\nGPIO.setwarnings(False)\n\n#Right motor input A\nGPIO.setup(18,GPIO.OUT)\n#Right motor input B\nGPIO.setup(23,GPIO.OUT)\n\nGPIO.output(18,GPIO.HIGH)\nGPIO.output(23,GPIO.LOW)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_IMPORTS\n Error: NameError: name is not defined\n\n Fix: Add missing imports: import RPi.GPIO as GPIO"}]
| true
|
syntax
|
MISSING_IMPORTS
|
LOW
|
92f1aa0fa9769c9eeef09b7c084da22948285538
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import pymysql # 连接配置信息 config = { 'host': '127.0.0.1', 'port': 3306, 'user': 'root', 'password': '', 'db': 'classdata', 'charset': 'utf8', 'cursorclass': pymysql.cursors.DictCursor, } def get_summary_db(unitag): # 创建连接 conn = pymysql.connect(**config) cur = conn.cursor() # 执行sql语句 try: # 执行sql语句，进行查询 sql = 'SELECT * FROM summary where unitag= %s' cur.execute(sql,unitag) # 获取查询结果 result = cur.fetchall() return result finally: cur.close() conn.close() def get_result_db(unitag): # 创建连接 conn = pymysql.connect(**config) cur = conn.cursor() # 执行sql语句 try: # 执行sql语句，进行查询 sql = 'SELECT * FROM result where unitag= %s' cur.execute(sql,unitag) # 获取查询结果 result = cur.fetchall() return result finally: cur.close() conn.close()
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8
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intermediate
|
database
|
debugging
|
Pythoncode:Python
| 2
| 0
| 931
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport pymysql\n\n# \u8fde\u63a5\u914d\u7f6e\u4fe1\u606f\nconfig = {\n 'host': '127.0.0.1',\n 'port': 3306,\n 'user': 'root',\n 'password': '',\n 'db': 'classdata',\n 'charset': 'utf8',\n 'cursorclass': pymysql.cursors.DictCursor,\n}\n\n\ndef get_summary_db(unitag):\n # \u521b\u5efa\u8fde\u63a5\n conn = pymysql.connect(**config)\n cur = conn.cursor()\n # \u6267\u884csql\u8bed\u53e5\n try:\n # \u6267\u884csql\u8bed\u53e5\uff0c\u8fdb\u884c\u67e5\u8be2\n sql = 'SELECT * FROM summary where unitag= %s'\n cur.execute(sql,unitag)\n # \u83b7\u53d6\u67e5\u8be2\u7ed3\u679c\n result = cur.fetchall()\n return result\n finally:\n cur.close()\n conn.close()\n\ndef get_result_db(unitag):\n # \u521b\u5efa\u8fde\u63a5\n conn = pymysql.connect(**config)\n cur = conn.cursor()\n # \u6267\u884csql\u8bed\u53e5\n try:\n # \u6267\u884csql\u8bed\u53e5\uff0c\u8fdb\u884c\u67e5\u8be2\n sql = 'SELECT * FROM result where unitag= %s'\n cur.execute(sql,unitag)\n # \u83b7\u53d6\u67e5\u8be2\u7ed3\u679c\n result = cur.fetchall()\n return result\n finally:\n cur.close()\n conn.close()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8"}]
| false
| null | null | null |
92f3155f2bddf2f3a6336a7c75d33f3d299e7e91
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from rest_framework import viewsets from rest_framework.views import APIView from registerapp import serializers from registerapp import m
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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
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intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 139
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom rest_framework import viewsets\nfrom rest_framework.views import APIView\n\nfrom registerapp import serializers\nfrom registerapp import m"}, {"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
|
92f361f8ed017247a610edc6823b43b8f1e0fefd
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- """ jduck.py Description: Author: luutp Contact: luubot2207@gmail.com Created on: 2021/02/27 """ # Utilities # %% # ================================IMPORT PACKAGES==================================== # Utilities from traitlets.config.configurable import SingletonConfigurable # Custom Packages from jduck.DCMotor import DCMotor # ================================================================================ class JDuck(SingletonConfigurable): def __init__(self, *args, **kwargs): self.left_motor = DCMotor(32, 36, 38, alpha=1.0) self.right_motor = DCMotor(33, 35, 37, alpha=1.0) self.left_motor.set_speed(50) self.right_motor.set_speed(50) def set_speeds(self, left_speed, right_speed): self.left_motor.set_speed(left_speed) self.right_motor.set_speed(right_speed) def move_forward(self): self.left_motor.rotate_forward() self.right_motor.rotate_forward() def move_backward(self): self.left_motor.rotate_backward() self.right_motor.rotate_backward() def turn_left(self): self.left_motor.rotate_backward() self.right_motor.rotate_forward() def turn_right(self): self.left_motor.rotate_forward() self.right_motor.rotate_backward() def stop(self): self.left_motor.stop() self.right_motor.stop()
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 3 Block at line 5 has no indented body ⚠️ Warnings: Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 35 💡 Suggestions: Add closing quote at line 3 Add docstring to class 'JDuck' Add docstring to function '__init__'
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advanced
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machine_learning
|
debugging
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Pythoncode:Python
| 7
| 1
| 1,412
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\"\"\"\njduck.py\nDescription:\n\nAuthor: luutp\nContact: luubot2207@gmail.com\nCreated on: 2021/02/27\n\"\"\"\n\n# Utilities\n# %%\n# ================================IMPORT PACKAGES====================================\n\n# Utilities\nfrom traitlets.config.configurable import SingletonConfigurable\n\n# Custom Packages\nfrom jduck.DCMotor import DCMotor\n\n\n# ================================================================================\n\n\nclass JDuck(SingletonConfigurable):\n def __init__(self, *args, **kwargs):\n self.left_motor = DCMotor(32, 36, 38, alpha=1.0)\n self.right_motor = DCMotor(33, 35, 37, alpha=1.0)\n self.left_motor.set_speed(50)\n self.right_motor.set_speed(50)\n\n def set_speeds(self, left_speed, right_speed):\n self.left_motor.set_speed(left_speed)\n self.right_motor.set_speed(right_speed)\n\n def move_forward(self):\n self.left_motor.rotate_forward()\n self.right_motor.rotate_forward()\n\n def move_backward(self):\n self.left_motor.rotate_backward()\n self.right_motor.rotate_backward()\n\n def turn_left(self):\n self.left_motor.rotate_backward()\n self.right_motor.rotate_forward()\n\n def turn_right(self):\n self.left_motor.rotate_forward()\n self.right_motor.rotate_backward()\n\n def stop(self):\n self.left_motor.stop()\n self.right_motor.stop()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 3\n Block at line 5 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 35\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 3\n Add docstring to class 'JDuck'\n Add docstring to function '__init__'"}]
| false
| null | null | null |
92f638d897dda2bf328a3077b43f492f38f39bb7
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # pylint: disable=missing-class-docstring,invalid-name import typing from graphql.language import ( class HasSQLAModel: # pylint: disable= too-few-public-methods sqla_table = None class HasSQLFunction: # pylint: disable= too-few-public-methods sql_function = None class HasSQLAComposite: # pylint: disable= too-few-public-methods sqla_composite: SQLACompositeType class ObjectType(GraphQLObjectType, HasSQLAModel): def __init__( self, name: str, fields: Thunk[GraphQLFieldMap], interfaces: typing.Optional[Thunk[typing.Collection["GraphQLInterfaceType"]]] = None, is_type_of: typing.Optional[GraphQLIsTypeOfFn] = None, extensions: typing.Optional[typing.Dict[str, typing.Any]] = None, description: typing.Optional[str] = None, ast_node: typing.Optional[ObjectTypeDefinitionNode] = None, extension_ast_nodes: typing.Optional[typing.Collection[ObjectTypeExtensionNode]] = None, sqla_model=None, ) -> None: super().__init__( name=name, fields=fields, interfaces=interfaces, is_type_of=is_type_of, extensions=extensions, description=description, ast_node=ast_node, extension_ast_nodes=extension_ast_nodes, ) self.sqla_model = sqla_model class ConnectionType(ObjectType): pass class EdgeType(ObjectType): pass class TableType(ObjectType): pass class CompositeType(ObjectType, HasSQLAComposite): pass class MutationPayloadType(ObjectType): pass class CreatePayloadType(MutationPayloadType): pass class UpdatePayloadType(MutationPayloadType): pass class DeletePayloadType(MutationPayloadType): pass class FunctionPayloadType(MutationPayloadType, HasSQLFunction): pass class InputObjectType(GraphQLInputObjectType, HasSQLAModel): def __init__( self, name: str, fields: Thunk[GraphQLInputFieldMap], description: typing.Optional[str] = None, out_type: typing.Optional[GraphQLInputFieldOutType] = None, extensions: typing.Optional[typing.Dict[str, typing.Any]] = None, ast_node: typing.Optional[InputObjectTypeDefinitionNode] = None, extension_ast_nodes: typing.Optional[typing.Collection[InputObjectTypeExtensionNode]] = None, sqla_model=None, ) -> None: super().__init__( name=name, fields=fields, description=description, out_type=out_type, extensions=extensions, ast_node=ast_node, extension_ast_nodes=extension_ast_nodes, ) self.sqla_model = sqla_model class CreateInputType(InputObjectType): pass class TableInputType(InputObjectType): pass class UpdateInputType(InputObjectType): pass class DeleteInputType(InputObjectType): pass ... [2 more classdefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unclosed '(' at line 4 - expected ')' SyntaxError: '(' was never closed at line 4 ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 10 Unexpected indentation at line 14 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 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 81 Unexpected indentation at line 82 Unexpected indentation at line 83 Unexpected indentation at line 84 Unexpected indentation at line 85 Unexpected indentation at line 86 Unexpected indentation at line 87 Unexpected indentation at line 88 Unexpected indentation at line 89 Unexpected indentation at line 90 Unexpected indentation at line 92 Unexpected indentation at line 93 Unexpected indentation at line 94 Unexpected indentation at line 95 Unexpected indentation at line 96 Unexpected indentation at line 97 Unexpected indentation at line 98 Unexpected indentation at line 99 Unexpected indentation at line 100 ✨ Improvements: Complete the expression on the last line Add closing ')' bracket Review code syntax
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advanced
|
database
|
code_review
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Pythoncode:Python
| 2
| 18
| 2,970
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# pylint: disable=missing-class-docstring,invalid-name\nimport typing\n\nfrom graphql.language import (\nclass HasSQLAModel: # pylint: disable= too-few-public-methods\n sqla_table = None\n\n\nclass HasSQLFunction: # pylint: disable= too-few-public-methods\n sql_function = None\n\n\nclass HasSQLAComposite: # pylint: disable= too-few-public-methods\n sqla_composite: SQLACompositeType\n\n\nclass ObjectType(GraphQLObjectType, HasSQLAModel):\n def __init__(\n self,\n name: str,\n fields: Thunk[GraphQLFieldMap],\n interfaces: typing.Optional[Thunk[typing.Collection[\"GraphQLInterfaceType\"]]] = None,\n is_type_of: typing.Optional[GraphQLIsTypeOfFn] = None,\n extensions: typing.Optional[typing.Dict[str, typing.Any]] = None,\n description: typing.Optional[str] = None,\n ast_node: typing.Optional[ObjectTypeDefinitionNode] = None,\n extension_ast_nodes: typing.Optional[typing.Collection[ObjectTypeExtensionNode]] = None,\n sqla_model=None,\n ) -> None:\n super().__init__(\n name=name,\n fields=fields,\n interfaces=interfaces,\n is_type_of=is_type_of,\n extensions=extensions,\n description=description,\n ast_node=ast_node,\n extension_ast_nodes=extension_ast_nodes,\n )\n self.sqla_model = sqla_model\n\n\nclass ConnectionType(ObjectType):\n pass\n\n\nclass EdgeType(ObjectType):\n pass\n\n\nclass TableType(ObjectType):\n pass\n\n\nclass CompositeType(ObjectType, HasSQLAComposite):\n pass\n\n\nclass MutationPayloadType(ObjectType):\n pass\n\n\nclass CreatePayloadType(MutationPayloadType):\n pass\n\n\nclass UpdatePayloadType(MutationPayloadType):\n pass\n\n\nclass DeletePayloadType(MutationPayloadType):\n pass\n\n\nclass FunctionPayloadType(MutationPayloadType, HasSQLFunction):\n pass\n\n\nclass InputObjectType(GraphQLInputObjectType, HasSQLAModel):\n def __init__(\n self,\n name: str,\n fields: Thunk[GraphQLInputFieldMap],\n description: typing.Optional[str] = None,\n out_type: typing.Optional[GraphQLInputFieldOutType] = None,\n extensions: typing.Optional[typing.Dict[str, typing.Any]] = None,\n ast_node: typing.Optional[InputObjectTypeDefinitionNode] = None,\n extension_ast_nodes: typing.Optional[typing.Collection[InputObjectTypeExtensionNode]] = None,\n sqla_model=None,\n ) -> None:\n super().__init__(\n name=name,\n fields=fields,\n description=description,\n out_type=out_type,\n extensions=extensions,\n ast_node=ast_node,\n extension_ast_nodes=extension_ast_nodes,\n )\n self.sqla_model = sqla_model\n\n\nclass CreateInputType(InputObjectType):\n pass\n\n\nclass TableInputType(InputObjectType):\n pass\n\n\nclass UpdateInputType(InputObjectType):\n pass\n\n\nclass DeleteInputType(InputObjectType):\n pass\n\n\n\n ... [2 more classdefs 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 4 - expected ')'\n SyntaxError: '(' was never closed at line 4\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 10\n Unexpected indentation at line 14\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 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 81\n Unexpected indentation at line 82\n Unexpected indentation at line 83\n Unexpected indentation at line 84\n Unexpected indentation at line 85\n Unexpected indentation at line 86\n Unexpected indentation at line 87\n Unexpected indentation at line 88\n Unexpected indentation at line 89\n Unexpected indentation at line 90\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 96\n Unexpected indentation at line 97\n Unexpected indentation at line 98\n Unexpected indentation at line 99\n Unexpected indentation at line 100\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
92f8d1944416ddff1cb95f31ed4c8d93f364c956
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from __future__ import absolute_import from __future__ import division from __future__ import print_function import importlib import os import sys import tempfile from pyiree.tf import compiler # Dynamically import tensorflow. try: # Use a dynamic import so as to avoid hermetic dependency analysis # (i.e. we only want the tensorflow from the environment). tf = importlib.import_module("tensorflow") # Just in case if linked against a pre-V2 defaulted version. if hasattr(tf, "enable_v2_behavior"): tf.enable_v2_behavior() tf = tf.compat.v2 except ImportError: print("Not running tests because tensorflow is not available") sys.exit(0) class StatelessModule(tf.Module): def __init__(self): pass @tf.function(input_signature=[ tf.TensorSpec([4], tf.float32), tf.TensorSpec([4], tf.float32) ]) def add(self, a, b): return tf.tanh(a + b) class RuntimeTest(tf.test.TestCase): def testLoadSavedModelToXlaPipeline(self): """Tests that a basic saved model to XLA workflow grossly functions. This is largely here to verify that everything is linked in that needs to be and that there are not no-ops, etc. """ with tempfile.TemporaryDirectory() as temp_dir: sm_dir = os.path.join(temp_dir, "simple.sm") print("Saving to:", sm_dir) my
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 56 • Block at line 40 has no indented body • Block at line 53 has no indented body Fixes: • Add closing quote at line 56 • Add docstring to class 'StatelessModule' • Add docstring to class 'RuntimeTest'
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 3
| 2
| 1,901
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright 2019 Google LLC\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# https://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nfrom __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\n\nimport importlib\nimport os\nimport sys\nimport tempfile\n\nfrom pyiree.tf import compiler\n\n# Dynamically import tensorflow.\ntry:\n # Use a dynamic import so as to avoid hermetic dependency analysis\n # (i.e. we only want the tensorflow from the environment).\n tf = importlib.import_module(\"tensorflow\")\n # Just in case if linked against a pre-V2 defaulted version.\n if hasattr(tf, \"enable_v2_behavior\"):\n tf.enable_v2_behavior()\n tf = tf.compat.v2\nexcept ImportError:\n print(\"Not running tests because tensorflow is not available\")\n sys.exit(0)\n\n\nclass StatelessModule(tf.Module):\n\n def __init__(self):\n pass\n\n @tf.function(input_signature=[\n tf.TensorSpec([4], tf.float32),\n tf.TensorSpec([4], tf.float32)\n ])\n def add(self, a, b):\n return tf.tanh(a + b)\n\n\nclass RuntimeTest(tf.test.TestCase):\n\n def testLoadSavedModelToXlaPipeline(self):\n \"\"\"Tests that a basic saved model to XLA workflow grossly functions.\n\n This is largely here to verify that everything is linked in that needs to be\n and that there are not no-ops, etc.\n \"\"\"\n with tempfile.TemporaryDirectory() as temp_dir:\n sm_dir = os.path.join(temp_dir, \"simple.sm\")\n print(\"Saving to:\", sm_dir)\n my"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 56\n \u2022 Block at line 40 has no indented body\n \u2022 Block at line 53 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 56\n \u2022 Add docstring to class 'StatelessModule'\n \u2022 Add docstring to class 'RuntimeTest'"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
92f9c4373d43c67eefcb0f04052b7d238d59ad11
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from .grandchild_objects import Cookies from .grandchild_objects import Dns from .grandchild_objects import Dom from .grandchild_objects import Geo #from .grandchild_objects import Http #from .grandchild_objects import Meta from .grandchild_objects import Ssl #from .grandchild_objects import WhoIs class Properties(object): FIELD_MAP = { "cookies": "cookies", "dns": "dns", "dom": "dom", "geo": "geo", "http": "http", "meta": "meta", "ssl": "ssl", "whois": "whois" } def __init__(self): self.cookies = "" self.dns = "" self.dom = "" self.geo = "" self.http = "" self.meta = "" self.ssl = "" self.whois = "" @staticmethod def from_dictionary(properties_dict: dict): properties = Properties() field_map = getattr(properties.__class__, "FIELD_MAP") for key_name in field_map: if key_name in properties_dict:
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Block at line 10 has no indented body • Block at line 38 has no body - expected indented block • IndentationError at line 38 Fix: Add body to If block or use 'pass' statement
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 993
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom .grandchild_objects import Cookies\nfrom .grandchild_objects import Dns\nfrom .grandchild_objects import Dom\nfrom .grandchild_objects import Geo\n#from .grandchild_objects import Http\n#from .grandchild_objects import Meta\nfrom .grandchild_objects import Ssl\n#from .grandchild_objects import WhoIs\n\nclass Properties(object):\n\n FIELD_MAP = {\n \"cookies\": \"cookies\",\n \"dns\": \"dns\",\n \"dom\": \"dom\",\n \"geo\": \"geo\",\n \"http\": \"http\",\n \"meta\": \"meta\",\n \"ssl\": \"ssl\",\n \"whois\": \"whois\"\n }\n\n def __init__(self):\n self.cookies = \"\"\n self.dns = \"\"\n self.dom = \"\"\n self.geo = \"\"\n self.http = \"\"\n self.meta = \"\"\n self.ssl = \"\"\n self.whois = \"\"\n\n @staticmethod\n def from_dictionary(properties_dict: dict):\n properties = Properties()\n field_map = getattr(properties.__class__, \"FIELD_MAP\")\n for key_name in field_map:\n if key_name in properties_dict:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Block at line 10 has no indented body\n \u2022 Block at line 38 has no body - expected indented block\n \u2022 IndentationError at line 38\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
92f9e01e28f69fd9e75ceb00e00af2fc86419292
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python3 def plot_two(title, subtitle, A, B, labels, legend, vert = False): """ plot with differnt y axes title = title for chart A = data for left axis [[x], [y]] B = data for right axis lables = [left label, right label, x label] legend = [[left legend], [right legend]] """ fig, ax1 = plt.subplots() colors = ['0.75', 'b', 'r', 'c', 'y', 'm', 'k', 'g'] a_colors = cycle(colors) b_colors = cycle(colors[::-1]) a_label = cycle(legend[0]) b_label = cycle(legend[1]) # plot left axis and x - axis for a in A: x, y = a ax1.set_ylabel(labels[0], labelpad = 3) ax1.set_xlabel(labels[-1]) ax1.plot(x, y, c = next(a_colors), marker = 'o', ms = 4, label = next(a_label)) # add vertical lines if vert is not False: for i in vert: x, c = i ax1.axvline(x = x, c = c, label = next(a_label), linewidth = 2) # plot right axis ax2 = ax1.twinx() for b in B: x, y = b ax2.set_ylabel(labels[1], labelpad = 8) ax2.plot(x, y, c = next(b_colors), linewidth = 2, label = next(b_label)) xmin = min([min(i[1]) for i in A] + [min(i[0]) for i in B]) xmax = max([max(i[0]) for i in A] + [max(i[0]) for i in B]) ax2.set_xlim(xmin, xmax) # title plt.suptitle(title, fontsize = 16) plt.title(subtitle, fontsize = 10) # legend ax1.legend(loc = 'upper left', \ bbox_to_anchor=(0.55, -0.125), \ prop = {'size':8}, \ framealpha = 0.0 ) Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python3 def plot_two(title, subtitle, A, B, labels, legend, vert = False): """ plot with differnt y axes title = title for chart A = data for left axis [[x], [y]] B = data for right axis lables = [left label, right label, x label] legend = [[left legend], [right legend]] """ fig, ax1 = plt.subplots() colors = ['0.75', 'b', 'r', 'c', 'y', 'm', 'k', 'g'] a_colors = cycle(colors) b_colors = cycle(colors[::-1]) a_label = cycle(legend[0]) b_label = cycle(legend[1]) # plot left axis and x - axis for a in A: x, y = a Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 1,580
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python3\n\ndef plot_two(title, subtitle, A, B, labels, legend, vert = False):\n \"\"\"\n plot with differnt y axes\n title = title for chart\n A = data for left axis [[x], [y]]\n B = data for right axis\n lables = [left label, right label, x label]\n legend = [[left legend], [right legend]]\n \"\"\"\n fig, ax1 = plt.subplots()\n colors = ['0.75', 'b', 'r', 'c', 'y', 'm', 'k', 'g']\n a_colors = cycle(colors)\n b_colors = cycle(colors[::-1])\n a_label = cycle(legend[0])\n b_label = cycle(legend[1])\n # plot left axis and x - axis\n for a in A:\n x, y = a\n ax1.set_ylabel(labels[0], labelpad = 3)\n ax1.set_xlabel(labels[-1])\n ax1.plot(x, y, c = next(a_colors), marker = 'o', ms = 4, label = next(a_label))\n # add vertical lines\n if vert is not False:\n for i in vert:\n x, c = i\n ax1.axvline(x = x, c = c, label = next(a_label), linewidth = 2)\n # plot right axis\n ax2 = ax1.twinx()\n for b in B:\n x, y = b\n ax2.set_ylabel(labels[1], labelpad = 8)\n ax2.plot(x, y, c = next(b_colors), linewidth = 2, label = next(b_label))\n xmin = min([min(i[1]) for i in A] + [min(i[0]) for i in B])\n xmax = max([max(i[0]) for i in A] + [max(i[0]) for i in B])\n ax2.set_xlim(xmin, xmax)\n # title\n plt.suptitle(title, fontsize = 16)\n plt.title(subtitle, fontsize = 10)\n # legend\n ax1.legend(loc = 'upper left', \\\n bbox_to_anchor=(0.55, -0.125), \\\n prop = {'size':8}, \\\n framealpha = 0.0\n )\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python3\n\ndef plot_two(title, subtitle, A, B, labels, legend, vert = False):\n \"\"\"\n plot with differnt y axes\n title = title for chart\n A = data for left axis [[x], [y]]\n B = data for right axis\n lables = [left label, right label, x label]\n legend = [[left legend], [right legend]]\n \"\"\"\n fig, ax1 = plt.subplots()\n colors = ['0.75', 'b', 'r', 'c', 'y', 'm', 'k', 'g']\n a_colors = cycle(colors)\n b_colors = cycle(colors[::-1])\n a_label = cycle(legend[0])\n b_label = cycle(legend[1])\n # plot left axis and x - axis\n for a in A:\n x, y = a\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
92fa506f1dc831d005f72a65f033e46f94fe54e8
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # This sample is provided for demonstration purposes only. # It is not intended for production use. # This example does not constitute trading advice. import os from dotenv import dotenv_values from algosdk import mnemonic, account from algofi.v1.asset import Asset from algofi.v1.client import AlgofiTestnetClient, AlgofiMainnetClient from algofi.utils import get_ordered_symbols, prepare_payment_transaction, get_new_account from example_utils import print_market_state, print_user_state ### run setup.py before proceeding. make sure the .env file is set with mnemonic + storage_mnemonic. # Hardcoding account keys is not a great practice. This is for demonstration purposes only. # See the README & Docs for alternative signing methods. my_path = os.path.abspath(os.path.dirname(__file__)) ENV_PATH = os.path.join(my_path, ".env") # load user passphrase user = dotenv_values(ENV_PATH) sender = mnemonic.to_public_key(user['mnemonic']) key = mnemonic.to_private_key(user['mnemonic']) # IS_MAINNET IS_MAINNET = False client = AlgofiMainnetClient(user_address=sender) if IS_MAINNET else AlgofiTestnetClient(user_address=sender) # NOTE: Get the live governance address at https://governance.algorand.foundation/api/periods/ # under "sign_up_address" for the relevant governance period # Specify your vote according to the formats that are permissible in the Algorand Foundation Spec # https://github.com/algorandfoundation/governance/blob/main/af-gov1-spec.md # Get the idx, vote choices based on the relevant voting session from https://governance.algorand.foundation/api/periods/ address = sender governance_address = "" vote_note = b'af/gov1:j[6,"a","c"]' # NOTE: an example, not to be used in live voting necessarily vault_address = client.manager.get_storage_address(address) print("~"*100) print("Processing send_governance_vote_transaction transaction for vault address " + vault_address) print("~"*100) txn = client.prepare_send_governance_vote_transactions(governance_address, note=vote_note, address=address) txn.sign_with_private_key(sender, key) txn.submit(client.algod, wait=True) # After sending, check your vote at # https://governance.algorand.foundation/api/periods/<governance-period-slug>/governors/<vault_address> # to confirm successful vote in voting session # print final state print("~"*100) print("Final State") print("Sent governance transaction with note: " + str(vote_note)) print("~"*100)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 2,429
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# This sample is provided for demonstration purposes only.\n# It is not intended for production use.\n# This example does not constitute trading advice.\nimport os\nfrom dotenv import dotenv_values\nfrom algosdk import mnemonic, account\nfrom algofi.v1.asset import Asset\nfrom algofi.v1.client import AlgofiTestnetClient, AlgofiMainnetClient\nfrom algofi.utils import get_ordered_symbols, prepare_payment_transaction, get_new_account\n\nfrom example_utils import print_market_state, print_user_state\n\n### run setup.py before proceeding. make sure the .env file is set with mnemonic + storage_mnemonic.\n\n# Hardcoding account keys is not a great practice. This is for demonstration purposes only.\n# See the README & Docs for alternative signing methods.\nmy_path = os.path.abspath(os.path.dirname(__file__))\nENV_PATH = os.path.join(my_path, \".env\")\n\n# load user passphrase\nuser = dotenv_values(ENV_PATH)\nsender = mnemonic.to_public_key(user['mnemonic'])\nkey = mnemonic.to_private_key(user['mnemonic'])\n\n# IS_MAINNET\nIS_MAINNET = False\nclient = AlgofiMainnetClient(user_address=sender) if IS_MAINNET else AlgofiTestnetClient(user_address=sender)\n\n# NOTE: Get the live governance address at https://governance.algorand.foundation/api/periods/\n# under \"sign_up_address\" for the relevant governance period\n# Specify your vote according to the formats that are permissible in the Algorand Foundation Spec\n# https://github.com/algorandfoundation/governance/blob/main/af-gov1-spec.md\n# Get the idx, vote choices based on the relevant voting session from https://governance.algorand.foundation/api/periods/\n\naddress = sender\ngovernance_address = \"\"\nvote_note = b'af/gov1:j[6,\"a\",\"c\"]' # NOTE: an example, not to be used in live voting necessarily\n\nvault_address = client.manager.get_storage_address(address)\n\nprint(\"~\"*100)\nprint(\"Processing send_governance_vote_transaction transaction for vault address \" + vault_address)\nprint(\"~\"*100)\n\ntxn = client.prepare_send_governance_vote_transactions(governance_address, note=vote_note, address=address)\ntxn.sign_with_private_key(sender, key)\ntxn.submit(client.algod, wait=True)\n\n# After sending, check your vote at\n# https://governance.algorand.foundation/api/periods/<governance-period-slug>/governors/<vault_address>\n# to confirm successful vote in voting session\n\n# print final state\nprint(\"~\"*100)\nprint(\"Final State\")\nprint(\"Sent governance transaction with note: \" + str(vote_note))\nprint(\"~\"*100)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
92fa730397bfd4949cfd5d8aa12c70a6b5cb5576
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python import getopt import sys import string import re import time def usage (error = None): sys.stdout = sys.stderr if error != None: print(error) print("""usage: %s [options] [server ...] If a long option shows an argument is mandatory, it's mandatory for the equivalent short option also. -?, --help display this usage -d, --debug turn on debugging in the SOAP library -i, --invert test servers *not* in the list of servers given -m, --method=METHOD#[,METHOD#...] call only the given methods, specify a METHOD# of ? for the list of method numbers -o, --output=TYPE turn on output, TYPE is one or more of s(uccess), f(ailure), n(ot implemented), F(ailed (as expected)), a(ll) [f] -s, --servers=FILE use ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: -t, --stacktrace print a stack trace on each unexpected failure -T, --always-stacktrace print a stack trace on any failure """ % (sys.argv[0], DEFAULT_SERVERS_FILE), end=' ')
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 919
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n\n\nimport getopt\nimport sys\nimport string\nimport re\nimport time\ndef usage (error = None):\n sys.stdout = sys.stderr\n\n if error != None:\n print(error)\n\n print(\"\"\"usage: %s [options] [server ...]\n If a long option shows an argument is mandatory, it's mandatory for the\n equivalent short option also.\n\n -?, --help display this usage\n -d, --debug turn on debugging in the SOAP library\n -i, --invert test servers *not* in the list of servers given\n -m, --method=METHOD#[,METHOD#...]\n call only the given methods, specify a METHOD# of ?\n for the list of method numbers\n -o, --output=TYPE turn on output, TYPE is one or more of s(uccess),\n f(ailure), n(ot implemented), F(ailed (as expected)),\n a(ll)\n [f]\n -s, --servers=FILE use \n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n -t, --stacktrace print a stack trace on each unexpected failure\n -T, --always-stacktrace\n print a stack trace on any failure\n\"\"\" % (sys.argv[0], DEFAULT_SERVERS_FILE), end=' ')"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
92fa7f11780de4e7d336cb67c51c29ac5c8fbc36
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os import json import shutil with open("entry.tp") as entry: entry = json.loads(entry.read()) startcmd = entry['plugin_start_cmd'].split("%TP_PLUGIN_FOLDER%")[1].split("\\") filedirectory = startcmd[0] fileName = startcmd[1] if os.path.exists(filedirectory): os.remove(os.path.join(os.getcwd(), "WinTools")) else: os.makedirs("temp/"+filedirectory) # Complete this line for file in os.listdir("."): if file not in ["compile.py", "utils", "requirements.txt", "build", "dist", "main.py", "main.spec", "__pycache__", "temp"]: print("copying", file) shutil.copy(os.path.join(os.getcwd(), file), os.path.join("temp", filedirectory)) os.rename("dist\Main.exe", "dist\WinTools.exe") shutil.copy(os.path.join(os.getcwd(), r"dist\WinTools.exe"), "temp/"+filedirectory) shutil.make_archive(base_name="WinTools", format='zip', root_dir="temp", base_dir="WinTools") os.rename("WinTools.zip", "WinTools.tpp")
|
The missing line is:
|
intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 934
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport os\nimport json\nimport shutil\n\nwith open(\"entry.tp\") as entry:\n entry = json.loads(entry.read())\n\nstartcmd = entry['plugin_start_cmd'].split(\"%TP_PLUGIN_FOLDER%\")[1].split(\"\\\\\")\nfiledirectory = startcmd[0]\nfileName = startcmd[1]\n \nif os.path.exists(filedirectory):\n os.remove(os.path.join(os.getcwd(), \"WinTools\"))\nelse:\n os.makedirs(\"temp/\"+filedirectory)\n # Complete this line\n\nfor file in os.listdir(\".\"):\n if file not in [\"compile.py\", \"utils\", \"requirements.txt\", \"build\", \"dist\", \"main.py\", \"main.spec\", \"__pycache__\", \"temp\"]:\n print(\"copying\", file)\n shutil.copy(os.path.join(os.getcwd(), file), os.path.join(\"temp\", filedirectory))\n \nos.rename(\"dist\\Main.exe\", \"dist\\WinTools.exe\")\nshutil.copy(os.path.join(os.getcwd(), r\"dist\\WinTools.exe\"), \"temp/\"+filedirectory)\n\nshutil.make_archive(base_name=\"WinTools\", format='zip', root_dir=\"temp\", base_dir=\"WinTools\") \nos.rename(\"WinTools.zip\", \"WinTools.tpp\")"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
92fb1af4be141cb39cbab935a9b9551b1ec5b453
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: for _ in range(int(input())): x, y = list(map(int, input().split())) flag = 1 for i in range(x, y + 1): n = i * i + i + 41 for j in range(2, n: if j * j > n: break if n % j == 0: flag = 0 break if flag == 0: break if flag: print("OK") else: print("Sorry")
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 6 - expected ')' • Invalid syntax at line 6: for j in range(2, n: Fix: Add missing ')' bracket at line 6
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 291
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfor _ in range(int(input())):\n\tx, y = list(map(int, input().split()))\n\tflag = 1\n\tfor i in range(x, y + 1):\n\t\tn = i * i + i + 41\n\t\tfor j in range(2, n:\n\t\t\tif j * j > n:\n\t\t\t\tbreak\n\t\t\tif n % j == 0:\n\t\t\t\tflag = 0\n\t\t\t\tbreak\n\t\tif flag == 0:\n\t\t\tbreak\n\tif flag:\n\t\tprint(\"OK\")\n\telse:\n\t\tprint(\"Sorry\")"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unclosed '(' at line 6 - expected ')'\n \u2022 Invalid syntax at line 6: \t\tfor j in range(2, n:\n\n\n Fix: Add missing ')' bracket at line 6"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
92fca9c0141bc42e92af9526839fedc292014b9b
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: { 'targets': [ { 'target_name': 'hiredis', 'sources': [ 'src/hiredis.cc' , 'src/reader.cc' ], 'include_dirs': ["<!(node -e \"require('nan')\")"], 'dependencies': [ # Complete this line ], 'defines': [ '_GNU_SOURCE' ], 'cflags': [ '-Wall', '-O3' ] } ] }
|
The missing line is: 'deps/hiredis.gyp:hiredis-c'
|
intermediate
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 389
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n{\n 'targets': [\n {\n 'target_name': 'hiredis',\n 'sources': [\n 'src/hiredis.cc'\n , 'src/reader.cc'\n ],\n 'include_dirs': [\"<!(node -e \\\"require('nan')\\\")\"],\n 'dependencies': [\n # Complete this line\n ],\n 'defines': [\n '_GNU_SOURCE'\n ],\n 'cflags': [\n '-Wall',\n '-O3'\n ]\n }\n ]\n}"}, {"role": "assistant", "content": "The missing line is:\n 'deps/hiredis.gyp:hiredis-c'"}]
| false
| null | null | null |
92feee19e193679cb75cdd6152ceb20caad92e8b
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from pywire import * def invert(signal): if signal: return False else: return True class Inverter: def __init__(self, a, b): b.drive(invert, a) width = 4 a = Signal(width, io="in") b = Signal(width, io="out") Inverter(a, b) build()
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 7 Avoid 'import *' at line 1 - import specific names 💡 Suggestions: Add docstring to class 'Inverter'
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intermediate
|
ui
|
debugging
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Pythoncode:Python
| 2
| 1
| 272
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom pywire import *\n\n\ndef invert(signal):\n if signal:\n return False\n else:\n return True\n\n\nclass Inverter:\n def __init__(self, a, b):\n b.drive(invert, a)\n\nwidth = 4\na = Signal(width, io=\"in\")\nb = Signal(width, io=\"out\")\nInverter(a, b)\nbuild()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Avoid 'import *' at line 1 - import specific names\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'Inverter'"}]
| false
| null | null | null |
92ff4f4bfa893dc686e0e12fb0d4936e8c8b259d
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Minhyuk Sung (mhsung@cs.stanford.edu) # April 2018 import os, sys def compute_all_keypoints(sess, net, data): P = data.point_clouds assert(P.shape[0] == data.n_data) assert(P.shape[1] == data.n_points) KP = data.keypoints assert(KP.shape[0] == data.n_data) assert(KP.shape[1] == data.n_labels) A = predict_A(P, sess, net) assert(A.shape[0] == data.n_data) assert(A.shape[1] == data.n_points) assert(A.shape[2] == net.K) pred_KP = np.argmax(A, axis=1) return P, KP, pred_KP def evaluate_PCK(P, KP, pred_KP): n_data = P.shape[0] n_points = P.shape[1] n_labels = KP.shape[1] K = pred_KP.shape[1] # dists_info: (point_cloud_index, label, basis_index, distance) dists_info = [] for k in range(n_data): # NOTE: # Skip if the keypoint does not exist. lab ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # Find the closest prediction (w/o matching). for i, label in enumerate(labels): all_dists = np.zeros(K)
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 3
| 0
| 858
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Minhyuk Sung (mhsung@cs.stanford.edu)\n# April 2018\n\nimport os, sys\ndef compute_all_keypoints(sess, net, data):\n P = data.point_clouds\n assert(P.shape[0] == data.n_data)\n assert(P.shape[1] == data.n_points)\n\n KP = data.keypoints\n assert(KP.shape[0] == data.n_data)\n assert(KP.shape[1] == data.n_labels)\n\n A = predict_A(P, sess, net)\n assert(A.shape[0] == data.n_data)\n assert(A.shape[1] == data.n_points)\n assert(A.shape[2] == net.K)\n\n pred_KP = np.argmax(A, axis=1)\n\n return P, KP, pred_KP\n\n\ndef evaluate_PCK(P, KP, pred_KP):\n n_data = P.shape[0]\n n_points = P.shape[1]\n n_labels = KP.shape[1]\n K = pred_KP.shape[1]\n\n # dists_info: (point_cloud_index, label, basis_index, distance)\n dists_info = []\n\n for k in range(n_data):\n # NOTE:\n # Skip if the keypoint does not exist.\n lab\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\n # Find the closest prediction (w/o matching).\n for i, label in enumerate(labels):\n all_dists = np.zeros(K)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
13003b62c91dfe370f2b6ae3d293c73a5a463179
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os from conans import ConanFile, tools from conans.errors import ConanInvalidConfiguration class CxxOptsConan(ConanFile): name = "cxxopts" homepage = "https://github.com/jarro2783/cxxopts" url = "https://github.com/conan-io/conan-center-index" description = "Lightweight C++ option parser library, supporting the standard GNU style syntax for options." license = "MIT" topics = ("conan", "option-parser", "positional-arguments ", "header-only") settings = "compiler" options = { "unicode": [True, False] } default_options = { "unicode": False } no_copy_source = True @property def _source_subfolder(self): return "source_subfolder" @property def _minimum_cpp_standard(self): return 11 @property def _minimum_compilers_version(self): # Complete this line "Visual Studio": "14", "gcc": "5", "clang": "3.9", "apple-clang": "8", } def configure(self): if self.settings.compiler.get_safe("cppstd"): tools.check_min_cppstd(self, self._minimum_cpp_standard) min_version = self._minimum_compilers_version.get(str(self.settings.compiler)) if not min_version: self.output.warn("{} recipe lacks information about the {} compiler support.".format( self.name, self.settings.compiler)) else: if tools.Version(self.settings.compiler.version) < min_version: raise ConanInvalidConfiguration("{} requires C++{} support. The current compiler {} {} does not support it.".format( self.name, self._minimum_cpp_standard, self.settings.compiler, self.settings.compiler.version)) def requirements(self): if self.options.unicode: self.requires("icu/64.2") def source(self): tools.get(**self.conan_data["sources"][self.version]) os.rename("{}-{}".format(self.name, self.version), self._source_subfolder) def package(self): self.copy("LICENSE", dst="licenses", src=self._source_subfolder) self.copy("{}.hpp".format(self.name), dst="include", src=os.path.join(self._source_subfolder, "include")) def package_id(self): self.info.header_only() def package_info(self): if self.options.unicode: self.cpp_info.defines = ["CXXOPTS_USE_UNICODE"]
|
The missing line is: return {
|
advanced
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api
|
fill_in_the_blank
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Pythoncode:Python
| 9
| 1
| 2,388
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport os\nfrom conans import ConanFile, tools\nfrom conans.errors import ConanInvalidConfiguration\n\n\nclass CxxOptsConan(ConanFile):\n name = \"cxxopts\"\n homepage = \"https://github.com/jarro2783/cxxopts\"\n url = \"https://github.com/conan-io/conan-center-index\"\n description = \"Lightweight C++ option parser library, supporting the standard GNU style syntax for options.\"\n license = \"MIT\"\n topics = (\"conan\", \"option-parser\", \"positional-arguments \", \"header-only\")\n settings = \"compiler\"\n options = { \"unicode\": [True, False] }\n default_options = { \"unicode\": False }\n no_copy_source = True\n \n @property\n def _source_subfolder(self):\n return \"source_subfolder\"\n\n @property\n def _minimum_cpp_standard(self):\n return 11\n\n @property\n def _minimum_compilers_version(self):\n # Complete this line\n \"Visual Studio\": \"14\",\n \"gcc\": \"5\",\n \"clang\": \"3.9\",\n \"apple-clang\": \"8\",\n }\n\n def configure(self):\n if self.settings.compiler.get_safe(\"cppstd\"):\n tools.check_min_cppstd(self, self._minimum_cpp_standard)\n min_version = self._minimum_compilers_version.get(str(self.settings.compiler))\n if not min_version:\n self.output.warn(\"{} recipe lacks information about the {} compiler support.\".format(\n self.name, self.settings.compiler))\n else:\n if tools.Version(self.settings.compiler.version) < min_version:\n raise ConanInvalidConfiguration(\"{} requires C++{} support. The current compiler {} {} does not support it.\".format(\n self.name, self._minimum_cpp_standard, self.settings.compiler, self.settings.compiler.version))\n\n def requirements(self):\n if self.options.unicode:\n self.requires(\"icu/64.2\")\n\n def source(self):\n tools.get(**self.conan_data[\"sources\"][self.version])\n os.rename(\"{}-{}\".format(self.name, self.version), self._source_subfolder)\n\n def package(self):\n self.copy(\"LICENSE\", dst=\"licenses\", src=self._source_subfolder)\n self.copy(\"{}.hpp\".format(self.name), dst=\"include\", src=os.path.join(self._source_subfolder, \"include\"))\n\n def package_id(self):\n self.info.header_only()\n\n def package_info(self):\n if self.options.unicode:\n self.cpp_info.defines = [\"CXXOPTS_USE_UNICODE\"]"}, {"role": "assistant", "content": "The missing line is:\n return {"}]
| false
| null | null | null |
13008c4023106e4274d2b92d9aa79a58e4551138
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: class CoinArray(list): """ Coin list that is hashable for storage in sets The 8 entries are [1p count, 2p count, 5p count, ... , 200p count] """ def __hash__(self): """ Hash this as a string """ return hash(" ".join([str(i) for i in self])) def main(): """ Entry point """ # Important: sorted smallest to largest coins = [1, 2, 5, 10, 20, 50, 100, 200] coin_index = {coin: index for index, coin in enumerate(coins)} # How many ways are there of making each number from 1 to 200 from these values? # Building up from 1 means we can re-use earlier results # e.g.: # 1p: [{1}] # 2p: [{1,1}, {2}] # 3p: [{1,1,1}, {2,1}] # 4p: [{1,1,1,1}, {2,1,1}, {2,2}] # etc way_sets = [None] for i in range(1, 201): way_set_i = set() # Try using 1 of each coin and then all the ways of the remainder, if > 0 for coin in coins: remainder = i - coin if remainder == 0: # We can make this with exactly this coin alone - but no larger coins coin_count = [0 for i in coins] coin_count[coin_index[coin]] = 1 way_set_i.add(CoinArray(coin_count)) break elif remainder > 0: # We can use this coin and whatever the options for the smaller value are for rem_list in way_sets[remainder]: new_coin_count = [c for c in rem_list] new_coin_count[coin_index[coin]] += 1 way_set_i.add(CoinArray(new_coin_count)) else: # Can't use any bigger coins break way_sets.append(way_set_i) print(f"Number of ways of making £2: {len(way_sets[200])}") return if __name__ == "__main__": main()
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
ui
|
refactoring
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Pythoncode:Python
| 2
| 1
| 1,868
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nclass CoinArray(list):\n \"\"\"\n Coin list that is hashable for storage in sets\n The 8 entries are [1p count, 2p count, 5p count, ... , 200p count]\n \"\"\"\n def __hash__(self):\n \"\"\"\n Hash this as a string\n \"\"\"\n return hash(\" \".join([str(i) for i in self]))\n\ndef main():\n \"\"\"\n Entry point\n \"\"\"\n # Important: sorted smallest to largest\n coins = [1, 2, 5, 10, 20, 50, 100, 200]\n coin_index = {coin: index for index, coin in enumerate(coins)}\n \n # How many ways are there of making each number from 1 to 200 from these values?\n # Building up from 1 means we can re-use earlier results\n # e.g.:\n # 1p: [{1}]\n # 2p: [{1,1}, {2}]\n # 3p: [{1,1,1}, {2,1}]\n # 4p: [{1,1,1,1}, {2,1,1}, {2,2}]\n # etc\n way_sets = [None]\n for i in range(1, 201):\n way_set_i = set()\n\n # Try using 1 of each coin and then all the ways of the remainder, if > 0\n for coin in coins:\n remainder = i - coin\n\n if remainder == 0:\n # We can make this with exactly this coin alone - but no larger coins\n coin_count = [0 for i in coins]\n coin_count[coin_index[coin]] = 1\n way_set_i.add(CoinArray(coin_count))\n break\n elif remainder > 0:\n # We can use this coin and whatever the options for the smaller value are\n for rem_list in way_sets[remainder]:\n new_coin_count = [c for c in rem_list]\n new_coin_count[coin_index[coin]] += 1\n way_set_i.add(CoinArray(new_coin_count))\n else:\n # Can't use any bigger coins\n break\n\n way_sets.append(way_set_i)\n\n print(f\"Number of ways of making \u00a32: {len(way_sets[200])}\")\n return\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
1300c8abfbfcff2fad07bdd38a7b66244215a15d
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python # Copyright 2017 Google Inc. 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. """This application demonstrates label detection on a demo video using the Google Cloud API. Usage: python quickstart.py """ def run_quickstart(): # [START video_quickstart] from google.cloud import videointelligence video_client = videointelligence.VideoIntelligenceServiceClient() features = [videointelligence.enums.Feature.LABEL_DETECTION] operation = video_client.annotate_video( 'gs://demomaker/cat.mp4', features=features) print('\nProcessing video for label annotations:') result = operation.result(timeout=120) print('\nFinished processing.') # first result is retrieved because a single video was processed segment_labels = result.annotation_results[0].segment_label_annotations for i, segment_label in enumerate(segment_labels): print('Video label description: {}'.format( segment_label.entity.description)) for category_entity in segment_label.category_entities: print('\tLabel category description: {}'.format( category_entity.description)) for i, segment in enumerate(segment_label.segments): start_time = (segment.segment.start_time_offset.seconds + segment.segment.start_time_offset.nanos / 1e9) end_time = (segment.segment.end_time_offset.seconds + segment.segment.end_time_offset.nanos / 1e9) positions = '{}s to {}s'.format(start_time, end_time) confidence = segment.confidence print('\tSegment {}: {}'.format(i, positions)) print('\tConfidence: {}'.format(confidence)) print('\n') # [END video_quickstart] if __name__ == '__main__': run_quickstart()
|
Code Review: ❌ Critical issues: Unterminated string literal at line 17 ⚠️ Code quality: Unexpected indentation at line 28 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 37 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 46 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 Potential division by zero - add validation Potential division by zero - add validation ✨ Improvements: Add closing quote at line 17 Add docstring to function 'run_quickstart' Remove debug print() at line 34 before production Remove debug print() at line 37 before production Remove debug print() at line 42 before production Remove debug print() at line 45 before production Remove debug print() at line 55 before production Remove debug print() at line 56 before production Remove debug print() at line 57 before production
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intermediate
|
api
|
code_review
|
Pythoncode:Python
| 1
| 0
| 2,358
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n\n# Copyright 2017 Google Inc. 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\n\"\"\"This application demonstrates label detection on a demo video using\nthe Google Cloud API.\n\nUsage:\n python quickstart.py\n\n\"\"\"\n\n\ndef run_quickstart():\n # [START video_quickstart]\n from google.cloud import videointelligence\n\n video_client = videointelligence.VideoIntelligenceServiceClient()\n features = [videointelligence.enums.Feature.LABEL_DETECTION]\n operation = video_client.annotate_video(\n 'gs://demomaker/cat.mp4', features=features)\n print('\\nProcessing video for label annotations:')\n\n result = operation.result(timeout=120)\n print('\\nFinished processing.')\n\n # first result is retrieved because a single video was processed\n segment_labels = result.annotation_results[0].segment_label_annotations\n for i, segment_label in enumerate(segment_labels):\n print('Video label description: {}'.format(\n segment_label.entity.description))\n for category_entity in segment_label.category_entities:\n print('\\tLabel category description: {}'.format(\n category_entity.description))\n\n for i, segment in enumerate(segment_label.segments):\n start_time = (segment.segment.start_time_offset.seconds +\n segment.segment.start_time_offset.nanos / 1e9)\n end_time = (segment.segment.end_time_offset.seconds +\n segment.segment.end_time_offset.nanos / 1e9)\n positions = '{}s to {}s'.format(start_time, end_time)\n confidence = segment.confidence\n print('\\tSegment {}: {}'.format(i, positions))\n print('\\tConfidence: {}'.format(confidence))\n print('\\n')\n # [END video_quickstart]\n\n\nif __name__ == '__main__':\n run_quickstart()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 17\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 28\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 37\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 46\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 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 Potential division by zero - add validation\n Potential division by zero - add validation\n\n\u2728 Improvements:\n Add closing quote at line 17\n Add docstring to function 'run_quickstart'\n Remove debug print() at line 34 before production\n Remove debug print() at line 37 before production\n Remove debug print() at line 42 before production\n Remove debug print() at line 45 before production\n Remove debug print() at line 55 before production\n Remove debug print() at line 56 before production\n Remove debug print() at line 57 before production"}]
| false
| null | null | null |
1300e7747076d34572209fef1029da836f1dbf7b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from . import utils ################################################# """ INSTRUMENT """ ################################################# def Instrument(symbol): symbol = str(symbol).upper() return { '__symbol' : symbol, 'Sym' : symbol, 'SecTyp' : 'CS', '__type' : 'equity' } ################################################# def Equity(symbol): return Instrument(symbol) ################################################# def Option (instrument, maturity_date, strike): return { **{ 'MatDt' : str(maturity_date) + 'T00:00:00.000-05:00', 'StrkPx' : str(int(strike)), 'SecTyp' : 'OPT', '__maturity' : str(maturity_date), '__strike' : str(int(strike)) }, **instrument } ################################################# def Call (instrument, maturity_date, strike): # Let Option do some lifting x = { **{ 'CFI':'OC' }, **Option(instrument, maturity_date, strike) } x['__underlying'] = x['Sym'] x['__type'] = 'call' x['__symbol'] = utils.option_format( symbol = x['Sym'], exp_date = x['__maturity'], strike = x['__strike'], direction = 'C' ) return x ################################################# def Put (instrument, maturity_date, strike): # Let Option do some lifting x = { **{ 'CFI':'OP' }, **Option(instrument, maturity_date, strike) } x['__underlying'] = x['Sym'] x['__type'] = 'put' x['__symbol'] = utils.
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 57: x['__symbol'] = utils. Fix: Close the string literal with matching quote
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intermediate
|
database
|
error_detection
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Pythoncode:Python
| 5
| 0
| 1,678
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom . import utils\n#################################################\n\"\"\" INSTRUMENT \"\"\"\n#################################################\ndef Instrument(symbol):\n symbol = str(symbol).upper()\n return {\n '__symbol' : symbol,\n 'Sym' : symbol,\n 'SecTyp' : 'CS',\n '__type' : 'equity'\n }\n\n#################################################\ndef Equity(symbol):\n return Instrument(symbol)\n\n#################################################\ndef Option (instrument, maturity_date, strike):\n return {\n **{\n 'MatDt' : str(maturity_date) + 'T00:00:00.000-05:00',\n 'StrkPx' : str(int(strike)),\n 'SecTyp' : 'OPT',\n '__maturity' : str(maturity_date),\n '__strike' : str(int(strike))\n },\n **instrument\n }\n\n#################################################\ndef Call (instrument, maturity_date, strike):\n # Let Option do some lifting\n x = {\n **{ 'CFI':'OC' },\n **Option(instrument, maturity_date, strike)\n }\n x['__underlying'] = x['Sym']\n x['__type'] = 'call'\n x['__symbol'] = utils.option_format(\n symbol = x['Sym'],\n exp_date = x['__maturity'],\n strike = x['__strike'],\n direction = 'C'\n )\n return x\n \n#################################################\ndef Put (instrument, maturity_date, strike):\n # Let Option do some lifting\n x = {\n **{ 'CFI':'OP' },\n **Option(instrument, maturity_date, strike)\n }\n x['__underlying'] = x['Sym']\n x['__type'] = 'put'\n x['__symbol'] = utils."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 57: x['__symbol'] = utils.\n\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
13027944554eb9d8705c77a8073c891a250b3842
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # # Copyright (c) 2022 Airbyte, Inc., all rights reserved. # import pytest pytest_plugins = ("source_acceptance_test.plugin",) @pytest.fixture(scope="session", autouse=True) def connector_setup(): """This fixture is a placeholder for external resources that acceptance test might require.""" ... code continues ...
|
Completion: Missing: Function 'connector_setup' is incomplete - body truncated To complete: • Complete the function 'connector_setup' body and add missing return Example continuation: # TODO: setup test dependencies if needed. otherwise remove the TODO comments yield # TODO: clean up test dependencies
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 300
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#\n# Copyright (c) 2022 Airbyte, Inc., all rights reserved.\n#\n\n\nimport pytest\n\npytest_plugins = (\"source_acceptance_test.plugin\",)\n\n\n@pytest.fixture(scope=\"session\", autouse=True)\ndef connector_setup():\n \"\"\"This fixture is a placeholder for external resources that acceptance test might require.\"\"\"\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'connector_setup' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'connector_setup' body and add missing return\n\n Example continuation:\n # TODO: setup test dependencies if needed. otherwise remove the TODO comments\n yield\n # TODO: clean up test dependencies"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
1302b2f57e10ec891cc57b121da1cf9b5593731f
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- """ @Time ： 2021/10/9 17:51 @Auth ： 潇湘 @File ：__init__.py.py @IDE ：PyCharm @QQ : 810400085 """
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 118
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"\n@Time \uff1a 2021/10/9 17:51\n@Auth \uff1a \u6f47\u6e58\n@File \uff1a__init__.py.py\n@IDE \uff1aPyCharm\n@QQ : 810400085\n\"\"\""}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
13037ede58d748bec28747c289956464268c2ceb
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ Standard Regression model ------------------------- """ import numpy as np import pandas as pd from typing import Union from ..logging import get_logger from .regression_model import RegressionModel from sklearn.linear_model import LinearRegression logger = get_logger(__name__) class LinearRegressionModel(RegressionModel): def __init__(self, lags: Union[int, list] = None, lags_exog: Union[int, list, bool] = None, **kwargs): """ Simple wrapper for the linear regression model in scikit-learn, LinearRegression(). Parameters ---------- lags : Union[int, list] Number of lagged target values used to predict the next time step. If an integer is given the last `lags` lags are used (inclusive). Otherwise a list of integers with lags is required. lags_exog : Union[int, list, bool] Number of lagged exogenous values used to predict the next time step. If an integer is given the last `lags_exog` lags are used (inclusive). Otherwise a list of integers with lags is required. If True `lags` will be used to determine lags_exog. If False, the values of all exogenous variables at the current time `t`. This might lead to leakage if for predictions the values of the exogenous variables at time `t` are not known. **kwargs Additional keyword arguments passed to `sklearn.linear_model.LinearRegression`. """ self.kwargs = kwargs super().__init__( lags=lags, lags_exog=lags_exog, model=LinearRegression(**kwargs) ) def __str__(self): return 'LinearRegression(lags={}, lags_exog={})'.format(self.lags, self.lags_exog)
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 Block at line 16 has no indented body ⚠️ Warnings: Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 23 💡 Suggestions: Add closing quote at line 1 Add docstring to class 'LinearRegressionModel'
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advanced
|
database
|
debugging
|
Pythoncode:Python
| 2
| 1
| 1,809
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\nStandard Regression model\n-------------------------\n\"\"\"\nimport numpy as np\nimport pandas as pd\n\nfrom typing import Union\nfrom ..logging import get_logger\nfrom .regression_model import RegressionModel\nfrom sklearn.linear_model import LinearRegression\n\nlogger = get_logger(__name__)\n\n\nclass LinearRegressionModel(RegressionModel):\n\n def __init__(self,\n lags: Union[int, list] = None,\n lags_exog: Union[int, list, bool] = None,\n **kwargs):\n \"\"\"\n Simple wrapper for the linear regression model in scikit-learn, LinearRegression().\n\n Parameters\n ----------\n lags : Union[int, list]\n Number of lagged target values used to predict the next time step. If an integer is given\n the last `lags` lags are used (inclusive). Otherwise a list of integers with lags is required.\n lags_exog : Union[int, list, bool]\n Number of lagged exogenous values used to predict the next time step. If an integer is given\n the last `lags_exog` lags are used (inclusive). Otherwise a list of integers with lags is required.\n If True `lags` will be used to determine lags_exog. If False, the values of all exogenous variables\n at the current time `t`. This might lead to leakage if for predictions the values of the exogenous\n variables at time `t` are not known.\n **kwargs\n Additional keyword arguments passed to `sklearn.linear_model.LinearRegression`.\n \"\"\"\n self.kwargs = kwargs\n super().__init__(\n lags=lags,\n lags_exog=lags_exog,\n model=LinearRegression(**kwargs)\n )\n\n def __str__(self):\n return 'LinearRegression(lags={}, lags_exog={})'.format(self.lags, self.lags_exog)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 1\n Block at line 16 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 23\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1\n Add docstring to class 'LinearRegressionModel'"}]
| false
| null | null | null |
13058e5281c2e6d308c1c802707f6f83b62cdc9b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from hailtop.utils import (partition, url_basename, url_join, url_scheme, def test_partition_zero_empty(): assert list(partition(0, [])) == [] def test_partition_even_small(): assert list(partition(3, range(3))) == [range(0, 1), range(1, 2), range(2, 3)] def test_partition_even_big(): assert list(partition(3, range(9))) == [range(0, 3), range(3, 6), range(6, 9)] def test_partition_uneven_big(): assert list(partition(2, range(9))) == [range(0, 5), range(5, 9)] def test_partition_toofew(): assert list(partition(6, range(3))) == [range(0, 1), range(1, 2), range(2, 3), range(3, 3), range(3, 3), range(3, 3)] def test_url_basename(): assert url_basename('/path/to/file') == 'file' assert url_basename('https://hail.is/path/to/file') == 'file' de
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 1 - expected ')' • SyntaxError: '(' was never closed at line 1 Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
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Pythoncode:Python
| 9
| 0
| 831
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom hailtop.utils import (partition, url_basename, url_join, url_scheme,\ndef test_partition_zero_empty():\n assert list(partition(0, [])) == []\n\n\ndef test_partition_even_small():\n assert list(partition(3, range(3))) == [range(0, 1), range(1, 2), range(2, 3)]\n\n\ndef test_partition_even_big():\n assert list(partition(3, range(9))) == [range(0, 3), range(3, 6), range(6, 9)]\n\n\ndef test_partition_uneven_big():\n assert list(partition(2, range(9))) == [range(0, 5), range(5, 9)]\n\n\ndef test_partition_toofew():\n assert list(partition(6, range(3))) == [range(0, 1), range(1, 2), range(2, 3),\n range(3, 3), range(3, 3), range(3, 3)]\n\n\ndef test_url_basename():\n assert url_basename('/path/to/file') == 'file'\n assert url_basename('https://hail.is/path/to/file') == 'file'\n\n\nde"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 1 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 1\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
130613c0dd1daf7edf4aa6e30bb0303b2984e2ce
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from django.urls import path,include from . import views urlpatterns = [ path('home/', views.home, name = 'home'), path('add_hood/',views.uploadNeighbourhood, name = 'add_hood'), path('viewhood/',views.viewHood, name = 'viewhood'), path('hood/<int:pk>/',views.hood, name = 'hood'), path('add_bizna/',views.uploadBuisness, name = 'add_bizna'), path('bizna/',views.viewBizna, name = 'view_bizna'), path('viewbizna/<int:pk>/',views.bizna, na Error: SyntaxError / EOF
|
Fixed Code: from django.urls import path,include from . import views urlpatterns = [ path('home/', views.home, name = 'home'), path('add_hood/',views.uploadNeighbourhood, name = 'add_hood'), path('viewhood/',views.viewHood, name = 'viewhood'), path('hood/<int:pk>/',views.hood, name = 'hood'), path('add_bizna/',views.uploadBuisness, name = 'add_bizna'), path('bizna/',views.viewBizna, name = 'view_bizna'), path('viewbizna/<int:pk>/',views.bizna, name = 'bizna'), path('post/',views.create_post, name = 'post'), path('posts/',views.viewPost, name = 'posts'), path('searchbizna/', views.searchBizna, name="search_results"), path('searchhood/', views.searchHood, name="search_res"), path('join_hood/<id>', views.join_neighbourhood, name='join-hood'), Explanation: Complete the truncated code structure
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intermediate
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ui
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error_fixing
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Pythoncode:Python
| 0
| 0
| 467
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom django.urls import path,include\nfrom . import views\n\nurlpatterns = [\n path('home/', views.home, name = 'home'),\n path('add_hood/',views.uploadNeighbourhood, name = 'add_hood'),\n path('viewhood/',views.viewHood, name = 'viewhood'),\n path('hood/<int:pk>/',views.hood, name = 'hood'),\n path('add_bizna/',views.uploadBuisness, name = 'add_bizna'),\n path('bizna/',views.viewBizna, name = 'view_bizna'),\n path('viewbizna/<int:pk>/',views.bizna, na\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom django.urls import path,include\nfrom . import views\n\nurlpatterns = [\n path('home/', views.home, name = 'home'),\n path('add_hood/',views.uploadNeighbourhood, name = 'add_hood'),\n path('viewhood/',views.viewHood, name = 'viewhood'),\n path('hood/<int:pk>/',views.hood, name = 'hood'),\n path('add_bizna/',views.uploadBuisness, name = 'add_bizna'),\n path('bizna/',views.viewBizna, name = 'view_bizna'),\n path('viewbizna/<int:pk>/',views.bizna, name = 'bizna'),\n path('post/',views.create_post, name = 'post'),\n path('posts/',views.viewPost, name = 'posts'),\n path('searchbizna/', views.searchBizna, name=\"search_results\"),\n path('searchhood/', views.searchHood, name=\"search_res\"),\n path('join_hood/<id>', views.join_neighbourhood, name='join-hood'),\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
13064197a568b4ea0fdb674d3a8685e3b27e92eb
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- # # Copyright (c) 2017 nexB Inc. and others. All rights reserved. # http://nexb.com and https://github.com/nexB/scancode-toolkit/ # The ScanCode software is licensed under the Apache License version 2.0. # Data generated with ScanCode require an acknowledgment. # ScanCode is a trademark of nexB Inc. # # You may not use this software except in compliance with the License. # You may obtain a copy of the License at: http://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. # # When you publish or redistribute any data created with ScanCode or any ScanCode # derivative work, you must accompany this data with the following acknowledgment: # # Generated with ScanCode and provided on an "AS IS" BASIS, WITHOUT WARRANTIES # OR CONDITIONS OF ANY KIND, either express or implied. No content created from # ScanCode should be considered or used as legal advice. Consult an Attorney # for any legal advice. # ScanCode is a free software code scanning tool from nexB Inc. and others. # Visit https://github.com/nexB/scancode-toolkit/ for support and download. from __future__ import absolute_import from __future__ import print_function from __future__ import unicode_literals # Complete this line from itertools import izip import re from zlib import crc32 from textcode.analysis import text_lines def query_lines(location=None, query_string=None, strip=True): """ Return an iterable of text lines given a file at `location` or a `query string`. Include empty lines. """ # TODO: OPTIMIZE: tokenizing line by line may be rather slow # we could instead get lines and tokens at once in a batch? lines = [] if location: lines = text_lines(location, demarkup=False) elif query_string: if strip: keepends = False else: keepends = True lines = query_string.splitlines(keepends) for line in lines: if strip: yield line.strip() else: yield line # Split on whitespace and punctuations: keep only characters # and + in the middle or end of a word. # Keeping the trailing + is important for licenses name such as GPL2+ query_pattern = '[^\W_]+\+?[^\W_]*' word_splitter = re.compile(query_pattern, re.UNICODE).findall ... [5 more functiondefs truncated] ...
|
The missing line is: from itertools import islice
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intermediate
|
api
|
fill_in_the_blank
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Pythoncode:Python
| 1
| 0
| 2,627
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n#\n# Copyright (c) 2017 nexB Inc. and others. All rights reserved.\n# http://nexb.com and https://github.com/nexB/scancode-toolkit/\n# The ScanCode software is licensed under the Apache License version 2.0.\n# Data generated with ScanCode require an acknowledgment.\n# ScanCode is a trademark of nexB Inc.\n#\n# You may not use this software except in compliance with the License.\n# You may obtain a copy of the License at: http://apache.org/licenses/LICENSE-2.0\n# Unless required by applicable law or agreed to in writing, software distributed\n# under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR\n# CONDITIONS OF ANY KIND, either express or implied. See the License for the\n# specific language governing permissions and limitations under the License.\n#\n# When you publish or redistribute any data created with ScanCode or any ScanCode\n# derivative work, you must accompany this data with the following acknowledgment:\n#\n# Generated with ScanCode and provided on an \"AS IS\" BASIS, WITHOUT WARRANTIES\n# OR CONDITIONS OF ANY KIND, either express or implied. No content created from\n# ScanCode should be considered or used as legal advice. Consult an Attorney\n# for any legal advice.\n# ScanCode is a free software code scanning tool from nexB Inc. and others.\n# Visit https://github.com/nexB/scancode-toolkit/ for support and download.\n\nfrom __future__ import absolute_import\nfrom __future__ import print_function\nfrom __future__ import unicode_literals\n\n # Complete this line\nfrom itertools import izip\nimport re\nfrom zlib import crc32\n\nfrom textcode.analysis import text_lines\n\n\ndef query_lines(location=None, query_string=None, strip=True):\n \"\"\"\n Return an iterable of text lines given a file at `location` or a\n `query string`. Include empty lines.\n \"\"\"\n # TODO: OPTIMIZE: tokenizing line by line may be rather slow\n # we could instead get lines and tokens at once in a batch?\n lines = []\n if location:\n lines = text_lines(location, demarkup=False)\n elif query_string:\n if strip:\n keepends = False\n else:\n keepends = True\n lines = query_string.splitlines(keepends)\n\n for line in lines:\n if strip:\n yield line.strip()\n else:\n yield line\n\n\n# Split on whitespace and punctuations: keep only characters\n# and + in the middle or end of a word.\n# Keeping the trailing + is important for licenses name such as GPL2+\nquery_pattern = '[^\\W_]+\\+?[^\\W_]*'\nword_splitter = re.compile(query_pattern, re.UNICODE).findall\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nfrom itertools import islice"}]
| false
| null | null | null |
1306e647595d1f2f64e2d6dd214b9b25580f3ed1
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # ensaio = [[[[1, 999.4951009067408, 999.495100909791, '1001100.11100010011001100001001', '100011.10010111010000111110100', '1', '1'], [2, 999.5052434400473, 999.5052434497359, '0000100.11100010011001100001001', '111011.10010111010000111110000', '1', '2'], [3, 999.51676448592, 999.516764613072, '0000100.11100010011001100001001', '011011.10010111010000111110100', '1', '3'], [4, 999.5986670278455, 999.5986691897469, '0000100.11100010011001100001001', '001011.10010111010000111110100', '1', '4'], [5, 999.8231043912172, 999.8231154915733, '0000100.11100010011001100001001', '000011.10010111010000111110100', '1', '5'], [6, 999.8507392915436, 999.8507498599146, '0000100.11101010011001100001001', '000011.10010111010000111110100', '1', '6'], [7, 999.8770250807991, 999.8770357110892, '0000100.11101010011001100001001', '000011.10011011010000111110110', '1', '7'], [8, 999.9035511429103, 999.9035563402527, '0000100.11111011011001100001001', '000011.10011011010000111110110', '1', '8'], [9, 999.8985266375895, 999.8985377843169, '0000100.11111011011001100001001', '000011.11011011010000111110110', '1', '9'], [10, 999.9175205241293, 999.9175299982971, '0000100.11111001011001100001001', '000011.11011011010000111110110', '1', '10']]], [[[999.7693956630327, 999.5712824548395, 999.5712938998612, '-1111.1100110000001100100111', '1100.0111101110100011011001101', '2', '1'], [999.772264826825, 999.722709716149, 999.7227150806862, '-1111.1100110000001100000111', '1100.0101101110011011011001101', '2', '2'], [999.772309110711, 999.7568109989896, 999.7568135752206, '-1111.1100110000001100000101', '1100.0101111110011011011001101', '2', '3'], [999.7723098264468, 999.7626773116484, 999.762679240235, '-1111.1100110010001000000111', '1100.0101111110011011011001101', '2', '4'], [999.772309861109, 999.7628189867448, 999.7628208837242, '-1111.1100110010101100000111', '1100.0101111111011011011001101', '2', '5'], [999.7723098614766, 999.7575339099722, 999.7575364450361, '-1111.1100110010011100000111', '1100.0101111111001011011001101', '2', '6'], [999.7723098614781, 999.7330120594124, 999.7330190985555, '-1111.1100110010011100000111', '1100.0101111111001011011101101', '2', '7'], [999.7723098614792, 999.7425919826176, 999.7425978232334, '-1111.1100110010011100000011', '1100.0101111111001011011101101', '2', '8'], [999.7723098614795, 999.7521383886242, 999.7521421922053, '-1111.1100110010011100000011', '1100.0101111111001011011111101', '2', '9'], [999.7723098614797, 999.7479881509024, 999.7479935597561, '-1111.1100110010011100000010', '1100.0101111111001011011111101', '2', '10']]]]
|
This code demonstrates Pythoncode:Python programming.
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intermediate
|
machine_learning
|
code_explanation
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Pythoncode:Python
| 0
| 0
| 2,583
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# ensaio = [[[[1, 999.4951009067408, 999.495100909791, '1001100.11100010011001100001001', '100011.10010111010000111110100', '1', '1'], [2, 999.5052434400473, 999.5052434497359, '0000100.11100010011001100001001', '111011.10010111010000111110000', '1', '2'], [3, 999.51676448592, 999.516764613072, '0000100.11100010011001100001001', '011011.10010111010000111110100', '1', '3'], [4, 999.5986670278455, 999.5986691897469, '0000100.11100010011001100001001', '001011.10010111010000111110100', '1', '4'], [5, 999.8231043912172, 999.8231154915733, '0000100.11100010011001100001001', '000011.10010111010000111110100', '1', '5'], [6, 999.8507392915436, 999.8507498599146, '0000100.11101010011001100001001', '000011.10010111010000111110100', '1', '6'], [7, 999.8770250807991, 999.8770357110892, '0000100.11101010011001100001001', '000011.10011011010000111110110', '1', '7'], [8, 999.9035511429103, 999.9035563402527, '0000100.11111011011001100001001', '000011.10011011010000111110110', '1', '8'], [9, 999.8985266375895, 999.8985377843169, '0000100.11111011011001100001001', '000011.11011011010000111110110', '1', '9'], [10, 999.9175205241293, 999.9175299982971, '0000100.11111001011001100001001', '000011.11011011010000111110110', '1', '10']]], [[[999.7693956630327, 999.5712824548395, 999.5712938998612, '-1111.1100110000001100100111', '1100.0111101110100011011001101', '2', '1'], [999.772264826825, 999.722709716149, 999.7227150806862, '-1111.1100110000001100000111', '1100.0101101110011011011001101', '2', '2'], [999.772309110711, 999.7568109989896, 999.7568135752206, '-1111.1100110000001100000101', '1100.0101111110011011011001101', '2', '3'], [999.7723098264468, 999.7626773116484, 999.762679240235, '-1111.1100110010001000000111', '1100.0101111110011011011001101', '2', '4'], [999.772309861109, 999.7628189867448, 999.7628208837242, '-1111.1100110010101100000111', '1100.0101111111011011011001101', '2', '5'], [999.7723098614766, 999.7575339099722, 999.7575364450361, '-1111.1100110010011100000111', '1100.0101111111001011011001101', '2', '6'], [999.7723098614781, 999.7330120594124, 999.7330190985555, '-1111.1100110010011100000111', '1100.0101111111001011011101101', '2', '7'], [999.7723098614792, 999.7425919826176, 999.7425978232334, '-1111.1100110010011100000011', '1100.0101111111001011011101101', '2', '8'], [999.7723098614795, 999.7521383886242, 999.7521421922053, '-1111.1100110010011100000011', '1100.0101111111001011011111101', '2', '9'], [999.7723098614797, 999.7479881509024, 999.7479935597561, '-1111.1100110010011100000010', '1100.0101111111001011011111101', '2', '10']]]]"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
1308f0dd9c15ba9ea58abe836ba21f50ef3863ef
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """Ebuild Test Fixtures.""" import os from typing import Any, Dict, List from etest_test import helpers_test EBUILDS: Dict[str, List[Dict[str, Any]] ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: helpers_test.import_directory(__name__, os.path.dirname(__file__))
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 150
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"Ebuild Test Fixtures.\"\"\"\nimport os\nfrom typing import Any, Dict, List\n\nfrom etest_test import helpers_test\n\nEBUILDS: Dict[str, List[Dict[str, Any]]\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\nhelpers_test.import_directory(__name__, os.path.dirname(__file__))"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
13099ef7ac061602aaff6bfaa4733bfcc5e92bd8
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import random from pymongo import MongoClient from observable import Observable from phrase import Phrase class MongoDbProxy: """Proxy for MongoDB""" def __init__(self, url, dbName, tableName): self.client = MongoClient(url) self.db = self.client[dbName] self.table = tableName self.count = self.db[self.table].find().count() def get_db(self): return self.db def add_phrase(self, phrase): #[{ "english": eng, "polish" : pl}] record = {"english" : phrase.eng, "polish" : phrase.meanings} self.db[self.table].insert(record) self.count = self.db[self.table].find().count() def show_one(self, phrase): print("eng: \'%s\' pol: \'%s\'" % (phrase["english"], phrase["polish"])) def get_all(self): #define your data struct here words = {} for i, phrase in enumerate(self.db[self.table].find()): eng = phrase["english"] #lang = phrase["lang"] meaning = phrase["polish"] words[eng] = meaning return words def show_all(self): if self.count > 0: for i, phrase in enumerate(self.db[s
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 42 - expected ')' • Unclosed '[' at line 42 - expected ']' Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 15
| 2
| 1,248
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport random\nfrom pymongo import MongoClient\n\nfrom observable import Observable\nfrom phrase import Phrase\n\nclass MongoDbProxy:\n \"\"\"Proxy for MongoDB\"\"\"\n \n def __init__(self, url, dbName, tableName):\n self.client = MongoClient(url)\n self.db = self.client[dbName]\n self.table = tableName\n self.count = self.db[self.table].find().count()\n \n def get_db(self):\n return self.db\n \n def add_phrase(self, phrase):\n #[{ \"english\": eng, \"polish\" : pl}]\n record = {\"english\" : phrase.eng, \"polish\" : phrase.meanings}\n self.db[self.table].insert(record)\n self.count = self.db[self.table].find().count()\n \n def show_one(self, phrase):\n print(\"eng: \\'%s\\' pol: \\'%s\\'\" % (phrase[\"english\"], phrase[\"polish\"]))\n \n def get_all(self):\n #define your data struct here\n words = {}\n for i, phrase in enumerate(self.db[self.table].find()):\n eng = phrase[\"english\"]\n #lang = phrase[\"lang\"]\n meaning = phrase[\"polish\"]\n \n words[eng] = meaning\n\n return words\n \n def show_all(self):\n if self.count > 0:\n for i, phrase in enumerate(self.db[s"}, {"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 42 - expected ')'\n \u2022 Unclosed '[' at line 42 - expected ']'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
130a61bee54706bd995afa354e7681d8726e5d5d
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!flask/bin/python #from user import User from sampleObjects.User import User from datetime import datetime from sampleObjects.DetectionPoint import DetectionPoint import time, requests, random, atexit def requestGenerator(): userObject = randomUser() detectionPointObject = randomDetectionPoint() req = requests.post('http://localhost:5000/addevent', json = {"User": userObject.__dict__, "DetectionPoint" : detectionPointObject.__dict__, "Time" : str(datetime.now().isoformat())}) print (req.text) checkResp = requests.get('http://localhost:5000/getResponses') print (checkResp.text) def randomUser(): user = random.randint(1,3) attacker=0 if (user==1): attacker = User("Phillipo", "255.255.255.101", "xxxx") elif (user==2): attacker = User("Sergio", "109.123.234.1", "yyyy") elif (user==3): attacker = User("Anonymous", "101.101.101.87", "354343jjk23") return attacker def randomDetectionPoint(): rand = random.randint(1,2) dp=0 if (rand==1): Error: IndentationError / Expected indented block
|
Fixed Code: #!flask/bin/python #from user import User from sampleObjects.User import User from datetime import datetime from sampleObjects.DetectionPoint import DetectionPoint import time, requests, random, atexit def requestGenerator(): userObject = randomUser() detectionPointObject = randomDetectionPoint() req = requests.post('http://localhost:5000/addevent', json = {"User": userObject.__dict__, "DetectionPoint" : detectionPointObject.__dict__, "Time" : str(datetime.now().isoformat())}) print (req.text) checkResp = requests.get('http://localhost:5000/getResponses') print (checkResp.text) def randomUser(): user = random.randint(1,3) Explanation: Add body to If block or use 'pass' statement
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 4
| 0
| 1,037
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!flask/bin/python\n#from user import User\nfrom sampleObjects.User import User\nfrom datetime import datetime\nfrom sampleObjects.DetectionPoint import DetectionPoint\n\nimport time, requests, random, atexit\n\ndef requestGenerator():\n userObject = randomUser()\n detectionPointObject = randomDetectionPoint()\n\n req = requests.post('http://localhost:5000/addevent', json = {\"User\": userObject.__dict__, \"DetectionPoint\" : detectionPointObject.__dict__, \"Time\" : str(datetime.now().isoformat())})\n print (req.text)\n\n checkResp = requests.get('http://localhost:5000/getResponses')\n print (checkResp.text)\n\ndef randomUser():\n user = random.randint(1,3)\n attacker=0\n if (user==1):\n attacker = User(\"Phillipo\", \"255.255.255.101\", \"xxxx\")\n elif (user==2):\n attacker = User(\"Sergio\", \"109.123.234.1\", \"yyyy\")\n elif (user==3):\n attacker = User(\"Anonymous\", \"101.101.101.87\", \"354343jjk23\")\n\n return attacker\n\n\n\ndef randomDetectionPoint():\n rand = random.randint(1,2)\n dp=0\n if (rand==1):\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!flask/bin/python\n#from user import User\nfrom sampleObjects.User import User\nfrom datetime import datetime\nfrom sampleObjects.DetectionPoint import DetectionPoint\n\nimport time, requests, random, atexit\n\ndef requestGenerator():\n userObject = randomUser()\n detectionPointObject = randomDetectionPoint()\n\n req = requests.post('http://localhost:5000/addevent', json = {\"User\": userObject.__dict__, \"DetectionPoint\" : detectionPointObject.__dict__, \"Time\" : str(datetime.now().isoformat())})\n print (req.text)\n\n checkResp = requests.get('http://localhost:5000/getResponses')\n print (checkResp.text)\n\ndef randomUser():\n user = random.randint(1,3)\n\n Explanation: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
130ad5b5c3caa22c7668a018ea30cf4d2bc3c2f4
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import asyncio import json import datetime from aiohttp import ClientSession from channels.generic.http import AsyncHttpConsumer from .constants import BLOGS class NewsCollectorAsyncConsumer(AsyncHttpConsumer): """ Async HTTP consumer that fetches URLs. """ async def handle(self, body): # Adapted from: # "Making 1 million requests with python-aiohttp" # https://pawelmhm.github.io/asyncio/python/aiohttp/2016/04/22/asyncio-aiohttp.html async def fetch(url, session): async with session.get(url) as response: return await response.read() tasks = [] loop = asyncio.get_event_loop() # aiohttp allows a ClientSession object to link all requests together t0 = datetime.datetime.now() async with ClientSession() as session: for name, url in BLOGS.items(): print('Start downloading "%s"' % name) # Launch a coroutine for each URL fetch task = loop.create_task(fetch(url, session)) tasks.append(task) # Wait on, and then gather, all responses responses = await asyncio.gather(*tasks) dt = (datetime.datetime.now() - t0).total_seconds() print('All downloads completed; elapsed time: {} [s]'.format(dt)) # asyncio.gather returns results in the order of the original sequence, # so we can safely zip these together. data = dict(zip(BLOGS.keys(), [r.decode('utf-8') for r in responses])) text = json.dumps(data) # We have to send a response using send_response rather than returning # it in Channels' async HTTP consumer await self.send_response(200, text.encode(), headers=[ ("Content-Type", "application/json"), ] )
|
Classes: NewsCollectorAsyncConsumer This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 1,873
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport asyncio\nimport json\nimport datetime\nfrom aiohttp import ClientSession\nfrom channels.generic.http import AsyncHttpConsumer\nfrom .constants import BLOGS\n\n\nclass NewsCollectorAsyncConsumer(AsyncHttpConsumer):\n \"\"\"\n Async HTTP consumer that fetches URLs.\n \"\"\"\n\n async def handle(self, body):\n\n # Adapted from:\n # \"Making 1 million requests with python-aiohttp\"\n # https://pawelmhm.github.io/asyncio/python/aiohttp/2016/04/22/asyncio-aiohttp.html\n async def fetch(url, session):\n async with session.get(url) as response:\n return await response.read()\n\n tasks = []\n loop = asyncio.get_event_loop()\n\n # aiohttp allows a ClientSession object to link all requests together\n t0 = datetime.datetime.now()\n async with ClientSession() as session:\n for name, url in BLOGS.items():\n print('Start downloading \"%s\"' % name)\n # Launch a coroutine for each URL fetch\n task = loop.create_task(fetch(url, session))\n tasks.append(task)\n\n # Wait on, and then gather, all responses\n responses = await asyncio.gather(*tasks)\n dt = (datetime.datetime.now() - t0).total_seconds()\n print('All downloads completed; elapsed time: {} [s]'.format(dt))\n\n # asyncio.gather returns results in the order of the original sequence,\n # so we can safely zip these together.\n data = dict(zip(BLOGS.keys(), [r.decode('utf-8') for r in responses]))\n text = json.dumps(data)\n\n # We have to send a response using send_response rather than returning\n # it in Channels' async HTTP consumer\n await self.send_response(200,\n text.encode(),\n headers=[\n (\"Content-Type\", \"application/json\"),\n ]\n )"}, {"role": "assistant", "content": " Classes: NewsCollectorAsyncConsumer\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
130c49099f8aa40a9dd92ff170ecb6c15b43d8f9
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os from pathlib import Path def write(file_name, content): Path(os.path.dirname(file_name)).mkdir(parents=True, exist_ok=True) with open(file_name, 'w') as file: file.write(content) def read_line_looping(file_name, count): i = 0 lines = [] file = open(file_name, 'r') line = file.readline() if line == '': raise EmptyFileError(f'Error: Dictionary {file_name} seems to be empty') while i < count: lines.append(line.strip()) i += 1 line = file.readline() if line == '': file.close() file = open(file_name, 'r') line = file.readline() file.close() return lines class EmptyFileError(Exception): pass
|
Functions: write, read_line_looping Classes: EmptyFileError This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 2
| 1
| 737
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os\nfrom pathlib import Path\n\n\ndef write(file_name, content):\n Path(os.path.dirname(file_name)).mkdir(parents=True, exist_ok=True)\n with open(file_name, 'w') as file:\n file.write(content)\n\n\ndef read_line_looping(file_name, count):\n i = 0\n lines = []\n file = open(file_name, 'r')\n line = file.readline()\n if line == '':\n raise EmptyFileError(f'Error: Dictionary {file_name} seems to be empty')\n while i < count:\n lines.append(line.strip())\n i += 1\n line = file.readline()\n if line == '':\n file.close()\n file = open(file_name, 'r')\n line = file.readline()\n file.close()\n return lines\n\n\nclass EmptyFileError(Exception):\n pass"}, {"role": "assistant", "content": " Functions: write, read_line_looping\n Classes: EmptyFileError\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
130d77d6c796e047f21c43df476be8389b35aecb
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from aux_sys_err_prediction_module.additive.R_runmed_spline.my_R_runmed_spline_fit import R_runmed_smooth_spline from numpy import random, array, median, zeros, arange, hstack from win32com.client import Dispatch import math def R_runmed_spline_MAIN(ARG3, Controller): pars = Controller.updatedSettings['refiningPars']['regressionSettings'][myName] # ARG3 x = ARG3[0][0] y = ARG3[0][1] sc = Dispatch("StatConnectorSrv.StatConnector") sc.Init("R") # get the best smoothing parameter bestSpar = R_runmed_spline_KCV_OPTIMIZATION(x, y, sc=sc, **pars) # get the prediction error for this smoothing parameter bestPredErr = R_runmed_spline_KCV_predErr(x, y, spar=bestSpar, sc=sc, **pars) # compare with original SSE # is fit successful? # return isSuccessfulFit, yFit, yEval, runMedData SSE = sum(y ** 2) MAD = 1.4826 * median(abs(y)) if useMAD: SSE = MAD if bestPredErr < SSE: isSuccessfulFit = True # ppmArrs = [[] for i in range(len(ARG3))] for ind in range(len(ARG3)): x = ARG3[ind][0] y = ARG3[ind][1] xEval = ARG3[ind][2] # yFit, runMedData = R_runmed_smooth_spline(x, y, x, spar=bestSpar, sc=sc, **pars) yEval, runMedData = R_runmed_smooth_spline(x, y, xEval, spar=bestSpar, sc=sc, **pars) # ppmArrs[ind] = [yFit, yEval] else: isSuccessfulFit = False # ppmArrs = [[] for i in range(len(ARG3))] for ind in range(len(ARG3)): x = ARG3[ind][0] y = ARG3[ind][1] xEval = ARG3[ind][2] # yFit = zeros(len(x), 'd') yEval = zeros(len(xEval), 'd') # ppmArrs[ind] = [yFit, yEval] sc.Close() return isSuccessfulFit, bestPredErr, ppmArrs # ----------------------------------------------------------------------- # ----------------------------------------------------------------------- ... [2 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 67: ... [2 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 6 Unexpected indentation at line 9 Unexpected indentation at line 11 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 1
| 0
| 2,141
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom aux_sys_err_prediction_module.additive.R_runmed_spline.my_R_runmed_spline_fit import R_runmed_smooth_spline\r\nfrom numpy import random, array, median, zeros, arange, hstack\r\n\r\nfrom win32com.client import Dispatch\r\nimport math\r\n\r\ndef R_runmed_spline_MAIN(ARG3, Controller):\r\n pars = Controller.updatedSettings['refiningPars']['regressionSettings'][myName]\r\n\r\n # ARG3\r\n x = ARG3[0][0]\r\n y = ARG3[0][1]\r\n\r\n sc = Dispatch(\"StatConnectorSrv.StatConnector\")\r\n sc.Init(\"R\")\r\n\r\n # get the best smoothing parameter\r\n bestSpar = R_runmed_spline_KCV_OPTIMIZATION(x, y, sc=sc, **pars)\r\n\r\n # get the prediction error for this smoothing parameter\r\n bestPredErr = R_runmed_spline_KCV_predErr(x, y, spar=bestSpar, sc=sc, **pars)\r\n\r\n # compare with original SSE\r\n # is fit successful?\r\n # return isSuccessfulFit, yFit, yEval, runMedData\r\n SSE = sum(y ** 2)\r\n MAD = 1.4826 * median(abs(y))\r\n if useMAD:\r\n SSE = MAD\r\n if bestPredErr < SSE:\r\n isSuccessfulFit = True\r\n #\r\n ppmArrs = [[] for i in range(len(ARG3))]\r\n for ind in range(len(ARG3)):\r\n x = ARG3[ind][0]\r\n y = ARG3[ind][1]\r\n xEval = ARG3[ind][2]\r\n #\r\n yFit, runMedData = R_runmed_smooth_spline(x, y, x, spar=bestSpar, sc=sc, **pars)\r\n yEval, runMedData = R_runmed_smooth_spline(x, y, xEval, spar=bestSpar, sc=sc, **pars)\r\n #\r\n ppmArrs[ind] = [yFit, yEval]\r\n else:\r\n isSuccessfulFit = False\r\n #\r\n ppmArrs = [[] for i in range(len(ARG3))]\r\n for ind in range(len(ARG3)):\r\n x = ARG3[ind][0]\r\n y = ARG3[ind][1]\r\n xEval = ARG3[ind][2]\r\n #\r\n yFit = zeros(len(x), 'd')\r\n yEval = zeros(len(xEval), 'd')\r\n #\r\n ppmArrs[ind] = [yFit, yEval]\r\n\r\n sc.Close()\r\n\r\n return isSuccessfulFit, bestPredErr, ppmArrs\r\n\r\n\r\n# -----------------------------------------------------------------------\r\n\r\n\r\n# -----------------------------------------------------------------------\r\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 67: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 3\n Unexpected indentation at line 6\n Unexpected indentation at line 9\n Unexpected indentation at line 11\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
130ec5dfef9f34118ca5d16b6a8a1a90a53517da
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python # Copyright (c) 2016-present, Gregory Szorc # All rights reserved. # # This software may be modified and distributed under the terms # of the BSD license. See the LICENSE file for details. import os import sys from setuptools import setup try: import cffi except ImportError: cffi = None import setup_zstd SUPPORT_LEGACY = False SYSTEM_ZSTD = False WARNINGS_AS_ERRORS = False if os.environ.get('ZSTD_WARNINGS_AS_ERRORS', ''): WARNINGS_AS_ERRORS = True if '--legacy' in sys.argv: SUPPORT_LEGACY = True sys.argv.remove('--legacy') if '--system-zstd' in sys.argv: SYSTEM_ZSTD = True sys.argv.remove('--system-zstd') if '--warnings-as-errors' in sys.argv: WARNINGS_AS_ERRORS = True sys.argv.remote('--warning-as-errors') # Code for obtaining the Extension instance is in its own module to # facilitate reuse in other projects. extensions = [ setup_zstd.get_c_extension(name='zstd', support_legacy=SUPPORT_LEGACY, system_zstd=SYSTEM_ZSTD, warnings_as_errors=WARNINGS_AS_ERRORS), ] install_requires = [] if cffi: import make_cffi extensions.append(make_cffi.ffi.distutils_extension()) # Need change in 1.10 for ffi.from_buffer() to handle all buffer types # (like memoryview). # Need feature in 1.11 for ffi.gc() to declare size of objects so we avoid # garbage collection pitfalls. install_requires.append('cffi>=1.11')
|
version = None with open('c-ext/python-zstandard.h', 'r') as fh: for line in fh: if not line.startswith('#define PYTHON_ZSTANDARD_VERSION'): continue version = line.split()[2][1:-1] break if not version: raise Exception('could not resolve package version; ' 'this should never happen') setup( name='zstandard', version=version, description='Zstandard bindings for Python', long_description=open('README.rst', 'r').read(), url='https://github.com/indygreg/python-zstandard', author='Gregory Szorc', author_email='gregory.szorc@gmail.com', license='BSD', classifiers=[ 'Development Status :: 4 - Beta', 'Intended Audience :: Developers', 'License :: OSI Approved :: BSD License', 'Programming Language :: C', 'Programming Language :: Python :: 2.7', 'Programming Language :: Python :: 3.4', 'Programming Language :: Python :: 3.5', 'Programming Language :: Python :: 3.6', ], keywords='zstandard zstd compression', packages=['zstandard'], ext_modules=extensions, test_suite='tests', install_requires=install_requires, )
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 2,721
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n# Copyright (c) 2016-present, Gregory Szorc\n# All rights reserved.\n#\n# This software may be modified and distributed under the terms\n# of the BSD license. See the LICENSE file for details.\n\nimport os\nimport sys\nfrom setuptools import setup\n\ntry:\n import cffi\nexcept ImportError:\n cffi = None\n\nimport setup_zstd\n\nSUPPORT_LEGACY = False\nSYSTEM_ZSTD = False\nWARNINGS_AS_ERRORS = False\n\nif os.environ.get('ZSTD_WARNINGS_AS_ERRORS', ''):\n WARNINGS_AS_ERRORS = True\n\nif '--legacy' in sys.argv:\n SUPPORT_LEGACY = True\n sys.argv.remove('--legacy')\n\nif '--system-zstd' in sys.argv:\n SYSTEM_ZSTD = True\n sys.argv.remove('--system-zstd')\n\nif '--warnings-as-errors' in sys.argv:\n WARNINGS_AS_ERRORS = True\n sys.argv.remote('--warning-as-errors')\n\n# Code for obtaining the Extension instance is in its own module to\n# facilitate reuse in other projects.\nextensions = [\n setup_zstd.get_c_extension(name='zstd',\n support_legacy=SUPPORT_LEGACY,\n system_zstd=SYSTEM_ZSTD,\n warnings_as_errors=WARNINGS_AS_ERRORS),\n]\n\ninstall_requires = []\n\nif cffi:\n import make_cffi\n extensions.append(make_cffi.ffi.distutils_extension())\n\n # Need change in 1.10 for ffi.from_buffer() to handle all buffer types\n # (like memoryview).\n # Need feature in 1.11 for ffi.gc() to declare size of objects so we avoid\n # garbage collection pitfalls.\n install_requires.append('cffi>=1.11')"}, {"role": "assistant", "content": "\nversion = None\n\nwith open('c-ext/python-zstandard.h', 'r') as fh:\n for line in fh:\n if not line.startswith('#define PYTHON_ZSTANDARD_VERSION'):\n continue\n\n version = line.split()[2][1:-1]\n break\n\nif not version:\n raise Exception('could not resolve package version; '\n 'this should never happen')\n\nsetup(\n name='zstandard',\n version=version,\n description='Zstandard bindings for Python',\n long_description=open('README.rst', 'r').read(),\n url='https://github.com/indygreg/python-zstandard',\n author='Gregory Szorc',\n author_email='gregory.szorc@gmail.com',\n license='BSD',\n classifiers=[\n 'Development Status :: 4 - Beta',\n 'Intended Audience :: Developers',\n 'License :: OSI Approved :: BSD License',\n 'Programming Language :: C',\n 'Programming Language :: Python :: 2.7',\n 'Programming Language :: Python :: 3.4',\n 'Programming Language :: Python :: 3.5',\n 'Programming Language :: Python :: 3.6',\n ],\n keywords='zstandard zstd compression',\n packages=['zstandard'],\n ext_modules=extensions,\n test_suite='tests',\n install_requires=install_requires,\n)"}]
| false
| null | null | null |
130f0d527db89218f9714b016db75a6b60750779
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import math num = float(input('Digite um numero real qualquer: ')) print('O numero: {} tem a parte inteira {}'.format(num, math.trunc(num)))
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
database
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 140
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport math\nnum = float(input('Digite um numero real qualquer: '))\nprint('O numero: {} tem a parte inteira {}'.format(num, math.trunc(num)))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
130f1aca25388c2ce8dd308d2bb872e5263f8305
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. import torch from .active_rotating_filter import active_rotating_filter from .active_rotating_filter import ActiveRotatingFilter ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: from .rotation_invariant_encoding import rotation_invariant_encoding from .rotation_invariant_encoding import RotationInvariantEncoding from .rotation_invariant_pooling import RotationInvariantPooling __all__ = ['ActiveRotatingFilter', 'active_rotating_filter', 'rotation_invariant_encoding', 'RotationInvariantEncoding', 'RotationInvariantPooling']
|
intermediate
|
general
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 200
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.\nimport torch\nfrom .active_rotating_filter import active_rotating_filter\nfrom .active_rotating_filter import ActiveRotatingFilter\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:\nfrom .rotation_invariant_encoding import rotation_invariant_encoding\nfrom .rotation_invariant_encoding import RotationInvariantEncoding\nfrom .rotation_invariant_pooling import RotationInvariantPooling\n\n__all__ = ['ActiveRotatingFilter', 'active_rotating_filter', 'rotation_invariant_encoding', 'RotationInvariantEncoding', 'RotationInvariantPooling']"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
1310f38eea5f3635000289a9e4355d5205ba5668
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from sympy.core.cache import cacheit def test_cacheit_doc(): @cacheit def testfn(: "test docstring" pass assert testfn.__doc__ == "test docstring" assert testfn.__name__ == "testfn"
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 6 - expected ')' • Invalid syntax at line 6: def testfn(: Fixes: • Add closing ')' bracket • Review syntax near the error location
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 217
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom sympy.core.cache import cacheit\n\n\ndef test_cacheit_doc():\n @cacheit\n def testfn(:\n \"test docstring\"\n pass\n\n assert testfn.__doc__ == \"test docstring\"\n assert testfn.__name__ == \"testfn\""}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 6 - expected ')'\n \u2022 Invalid syntax at line 6: def testfn(:\n\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
131271d5663df6a63ce374c8c4958678283dd5fc
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import torch Error: SyntaxError / EOF
|
Fixed Code: import torch class RankSort(torch.autograd.Function): @staticmethod ... [8 more functiondefs truncated] ... Explanation: Complete the truncated code structure
|
beginner
|
oop
|
error_fixing
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Pythoncode:Python
| 0
| 1
| 13
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport torch\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport torch\n\nclass RankSort(torch.autograd.Function):\n\t@staticmethod\n\n ... [8 more functiondefs truncated] ...\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
1312f8f0f49eb471bc17c6830c67ae3b593f1370
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright (c) 2017-2018 Martin Olejar # # SPDX-License-Identifier: BSD-3-Clause # The BSD-3-Clause license for this file can be found in the LICENSE file included with this distribution # or at https://spdx.org/licenses/BSD-3-Clause.html#licenseText import os import pytest from imx import img # Used Directories DATA_DIR = os.path.join(os.path.dirname(os.path.abspath(__file__)), 'data') # Test Files DCD_TXT = os.path.join(DATA_DIR, 'dcd_test.txt') DCD_BIN = os.path.join(DATA_DIR, 'dcd_test.bin') def setup_module(module): # Prepare test environment pass def teardown_module(module): # Clean test environment pass
|
def test_txt_parser(): with open(DCD_TXT, 'r') as f: dcd_obj = img.SegDCD.parse_txt(f.read()) assert dcd_obj is not None assert len(dcd_obj) == 12 def test_bin_parser(): with open(DCD_BIN, 'rb') as f: dcd_obj = img.SegDCD.parse(f.read()) assert dcd_obj is not None assert len(dcd_obj) == 12
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intermediate
|
testing
|
code_completion
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Pythoncode:Python
| 4
| 0
| 997
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright (c) 2017-2018 Martin Olejar\n#\n# SPDX-License-Identifier: BSD-3-Clause\n# The BSD-3-Clause license for this file can be found in the LICENSE file included with this distribution\n# or at https://spdx.org/licenses/BSD-3-Clause.html#licenseText\n\nimport os\nimport pytest\nfrom imx import img\n\n# Used Directories\nDATA_DIR = os.path.join(os.path.dirname(os.path.abspath(__file__)), 'data')\n\n# Test Files\nDCD_TXT = os.path.join(DATA_DIR, 'dcd_test.txt')\nDCD_BIN = os.path.join(DATA_DIR, 'dcd_test.bin')\n\n\ndef setup_module(module):\n # Prepare test environment\n pass\n\n\ndef teardown_module(module):\n # Clean test environment\n pass"}, {"role": "assistant", "content": "\n\ndef test_txt_parser():\n\n with open(DCD_TXT, 'r') as f:\n dcd_obj = img.SegDCD.parse_txt(f.read())\n\n assert dcd_obj is not None\n assert len(dcd_obj) == 12\n\n\ndef test_bin_parser():\n\n with open(DCD_BIN, 'rb') as f:\n dcd_obj = img.SegDCD.parse(f.read())\n\n assert dcd_obj is not None\n assert len(dcd_obj) == 12"}]
| false
| null | null | null |
131342de18ae50cff3d8d09f0b5c640ef367d9c5
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- # Return recent items from a json feed. Recent means "In the last X days." import os import doctest import json import urllib2 import argparse import types import gzip from datetime import datetime, timedelta from time import mktime class RecentJson: """ Methods for ingesting and publishing JSON feeds. >>> url = 'http://www.nydailynews.com/json/cmlink/aaron-judge-1.3306628' >>> parser = build_parser() >>> args = parser.parse_args([url]) >>> rj = RecentJson(args) """ def __init__(self, args={}): self.args = args if not hasattr(self.args, 'days'): self.args.days = 0 self.days = self.args.days self.date_format = '%a, %d %b %Y %X' def get(self, url): """ Wrapper for API requests. Take a URL, return a json array. >>> url = 'http://www.nydailynews.com/json/cmlink/aaron-judge-1.3306628' >>> parser = build_parser() >>> args = parser.parse_args([url]) >>> rj = RecentJson(args) >>> rj.get(url) True """ response = urllib2.urlopen(url) if int(response.code) >= 400: if 'verbose' in self.args and self.args.verbose: print "URL: %s" % url raise ValueError("URL %s response: %s" % (url, response['status'])) self.xml = response.read() return True def parse(self): """ Turn the xml into an object. >>> url = 'http://www.nydailynews.com/json/cmlink/aaron-judge-1.3306628' >>> parser = build_parser() >>> args = parser.parse_args([url]) # Complete this line >>> rj.get(url) True >>> xml = rj.parse() >>> print len(xml) 50 """ try: p = json.loads(self.xml) except: # Sometimes we download gzipped documents from the web. fh = open('json.gz', 'wb') fh.write(self.xml) fh.close() try: gz = gzip.GzipFile('json.gz', 'r').read() p = json.loads(gzip.GzipFile('json.gz', 'r').read()) except IOError: return None self.p = p return p def recently(self): """ Return a feedparser entry object for the last X days of feed entries. >>> url = 'http://www.nydailynews.com/json/cmlink/aaron-judge-1.3306628' >>> parser = build_parser() >>> args = parser.parse_args([url]) >>> rj = RecentJson(args) >>> rj.get(url) True >>> xml = rj.parse() >>> articles = rj.recently() """ items = [] for item in self.p: # print item.keys() # [u'body', u'tags', u'url', u'contentId', u'abstract', u'author', u'lastUpdated', u'mobileTitle', u'mobileUrl', u'publish_d ... [code truncated] ...
|
The missing line is: >>> rj = RecentJson(args)
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advanced
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testing
|
fill_in_the_blank
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Pythoncode:Python
| 4
| 1
| 3,033
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n# Return recent items from a json feed. Recent means \"In the last X days.\"\nimport os\nimport doctest\nimport json\nimport urllib2\nimport argparse\nimport types\nimport gzip\nfrom datetime import datetime, timedelta\nfrom time import mktime\n\nclass RecentJson:\n \"\"\" Methods for ingesting and publishing JSON feeds.\n >>> url = 'http://www.nydailynews.com/json/cmlink/aaron-judge-1.3306628'\n >>> parser = build_parser()\n >>> args = parser.parse_args([url])\n >>> rj = RecentJson(args)\n \"\"\"\n\n def __init__(self, args={}):\n self.args = args\n if not hasattr(self.args, 'days'):\n self.args.days = 0\n self.days = self.args.days\n self.date_format = '%a, %d %b %Y %X'\n\n def get(self, url):\n \"\"\" Wrapper for API requests. Take a URL, return a json array.\n >>> url = 'http://www.nydailynews.com/json/cmlink/aaron-judge-1.3306628'\n >>> parser = build_parser()\n >>> args = parser.parse_args([url])\n >>> rj = RecentJson(args)\n >>> rj.get(url)\n True\n \"\"\"\n response = urllib2.urlopen(url)\n if int(response.code) >= 400:\n if 'verbose' in self.args and self.args.verbose:\n print \"URL: %s\" % url\n raise ValueError(\"URL %s response: %s\" % (url, response['status']))\n self.xml = response.read()\n return True\n\n def parse(self):\n \"\"\" Turn the xml into an object.\n >>> url = 'http://www.nydailynews.com/json/cmlink/aaron-judge-1.3306628'\n >>> parser = build_parser()\n >>> args = parser.parse_args([url])\n # Complete this line\n >>> rj.get(url)\n True\n >>> xml = rj.parse()\n >>> print len(xml)\n 50\n \"\"\"\n try:\n p = json.loads(self.xml)\n except:\n # Sometimes we download gzipped documents from the web.\n fh = open('json.gz', 'wb')\n fh.write(self.xml)\n fh.close()\n try:\n gz = gzip.GzipFile('json.gz', 'r').read()\n p = json.loads(gzip.GzipFile('json.gz', 'r').read())\n except IOError:\n return None\n self.p = p\n return p\n\n def recently(self):\n \"\"\" Return a feedparser entry object for the last X days of feed entries.\n >>> url = 'http://www.nydailynews.com/json/cmlink/aaron-judge-1.3306628'\n >>> parser = build_parser()\n >>> args = parser.parse_args([url])\n >>> rj = RecentJson(args)\n >>> rj.get(url)\n True\n >>> xml = rj.parse()\n >>> articles = rj.recently()\n \"\"\"\n items = []\n for item in self.p:\n # print item.keys()\n # [u'body', u'tags', u'url', u'contentId', u'abstract', u'author', u'lastUpdated', u'mobileTitle', u'mobileUrl', u'publish_d\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n >>> rj = RecentJson(args)"}]
| false
| null | null | null |
1313abf2371aefa93bced19321156374195a59c5
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #! /usr/bin/python # Multistage table builder # (c) Peter Kankowski, 2008 ############################################################################## # This script was submitted to the PCRE project by Peter Kankowski as part of # the upgrading of Unicode property support. The new code speeds up property # matching many times. The script is for the use of PCRE maintainers, to # generate the pcre2_ucd.c file that contains a digested form of the Unicode # data tables. A number of extensions have been added to the original script. # # The script has now been upgraded to Python 3 for PCRE2, and should be run in # the maint subdirectory, using the command # # [python3] ./MultiStage2.py >../src/pcre2_ucd.c # # It requires six Unicode data tables: DerivedGeneralCategory.txt, # GraphemeBreakProperty.txt, Scripts.txt, ScriptExtensions.txt, # CaseFolding.txt, and emoji-data.txt. These must be in the # maint/Unicode.tables subdirectory. # # DerivedGeneralCategory.txt is found in the "extracted" subdirectory of the # Unicode database (UCD) on the Unicode web site; GraphemeBreakProperty.txt is # in the "auxiliary" subdirectory. Scripts.txt, ScriptExtensions.txt, and # CaseFolding.txt are directly in the UCD directory. The emoji-data.txt file is # in files associated with Unicode Technical Standard #51 ("Unicode Emoji"), # for example: # # http://unicode.org/Public/emoji/11.0/emoji-data.txt # # ----------------------------------------------------------------------------- # Minor modifications made to this script: # Added #! line at start # Removed tabs # Made it work with Python 2.4 by rewriting two statements that needed 2.5 # Consequent code tidy # Adjusted data file names to take from the Unicode.tables directory # Adjusted global table names by prefixing _pcre_. # Commented out stuff relating to the casefolding table, which isn't used; # removed completely in 2012. # Corrected size calculation # Add #ifndef SUPPORT_UCP to use dummy tables when no UCP support is needed. # Update for PCRE2: name changes, and SUPPORT_UCP is abolished. # # Major modifications made to this script: # Added code to add a grapheme break property field to records. # # Added code to search for sets of more than two characters that must match # each other caselessly. A new table is output containing these sets, and # offsets into the table are added to the main output records. This new # code scans CaseFolding.txt instead of UnicodeData.txt, which is no longer # used. # # Update for Python3: # . Processed with 2to3, but that didn't fix everything # . Changed string.strip to str.strip # . Added encoding='utf-8' to the open() call # . Inserted 'int' before blocksize/ELEMS_PER_LINE because an int is # required and the result of the division is a float # # Added code to scan the emoji-data.txt file to find the Extended Pictographic # property, which is used by PCRE2 as a grapheme breaking property. This was # done when updating to Unicode 11.0.0 (July 2018). # # Added code to add a Script Extensions field to records. This has increased # their size from 8 to 12 bytes, only 10 of which are currently used. # # 01-March-2010: Updated list of scripts for Unicode 5.2.0 # 30-April-2011: Updated list of scripts for Unicode 6.0.0 # July-2012: Updated list of scripts for Unicode 6.1.0 # 20-August-2012: Added scan of GraphemeBreakProperty.txt and added a new # field in the record to hold the value. Luckily, the # structure had a hole in it, so the resulting table is # not much bigger than before. # 18-September-2012: Added code for multiple caseless sets. This uses the # final hole in the structure. # 30-September-2012: Added RegionalIndicator break property from Unicode 6.2.0 # 13-May-2014: Updated for PCRE2 # 03-June-2014: Updated for Python 3 # 20-June-2014: Updated for Unicode 7.0.0 # 12-August-2014: Updated to put Unicode version into the file # 19-June-2015: Updated for Unicode 8.0.0 # 02-July-2017: Updated for Unicode 10.0.0 # 03-July-2018: Updated for Unicode 11.0.0 # 07-July-2018: Added code to scan emoji-data.txt for the Extended # Pictographic property. # 01-October-2018: Added the 'Unknown' script name # 03-October-2018: Added new field for Script Extensions # 27-July-2019: Updated for Unicode 12.1.0 # ---------------------------------------------------------------------------- # # # The main tables generated by this script are used by macros defined in # pcre2_internal.h. They look up Unicode character properties using short # sequences of code that contains no branches, which makes for greater speed. # # Conceptually, there is a table of records (of type ucd_record), containing a # script number, script extension value, character type, grapheme break type, # offset to caseless matching set, offset to the character's other case, for # every Unicode character. However, a real table covering all Unicode # characters would be far too big. It can be efficiently compressed by # observing that many characters have the same record, and many blocks of # characters (taking 128 characters in a block) have the same set of records as # other blocks. This leads to a 2-stage lookup process. # # This script constructs six tables. The ucd_caseless_sets table contains # lists of characters that all match each other caselessly. Each list is # in order, and is terminated by NOTACHAR (0xffffffff), which is larger than # any valid character. The first list is empty; this is used for characters # that are not part of any list. # # The ucd_digit_sets table contains the code points of the '9' characters in # each set of 10 decimal digits in Unicode. This is used to ensure that digits # in script runs all come from the same set. The first element in the vector # contains the number of subsequent elements, which are in ascending order. # # The ucd_script_sets vector contains lists of script numbers that are the # Script Extensions properties of certain characters. Each list is terminated # by zero (ucp_Unknown). A character with more than one script listed for its # Script Extension property has a negative value in its record. This is the # negated offset to the start of the relevant list in the ucd_script_sets # vector. # # The ucd_records table contains one instance of every unique record that is # required. The ucd_stage1 table is indexed by a character's block number, # which is the character's code point divided by 128, since 128 is the size # of each block. The result of a lookup in ucd_stage1 a "virtual" block number. # # The ucd_stage2 table is a table of "virtual" blocks; each block is indexed by # the offset of a character within its own block, and the result is the index # number of the required record in the ucd_records vector. # # The following examples are correct for the Unicode 11.0.0 database. Future # updates may make change the actual lookup values. # # Example: lowercase "a" (U+0061) is in block 0 # lookup 0 in stage1 table yields 0 # lookup 97 (0x61) in the first table in stage2 yields 17 # record 17 is { 34, 5, 12, 0, -32, 34, 0 } # 34 = ucp_Latin => Latin script # 5 = ucp_Ll => Lower case letter # 12 = ucp_gbOther => Grapheme break property "Other" # 0 => Not part of a caseless set # -32 (-0x20) => Other case is U+0041 # 34 = ucp_Latin => No special Script Extension property # 0 => Dummy value, unused at present # # Almost all lowercase latin characters resolve to the same record. One or two # are different because they are part of a multi-character caseless set (for # example, k, K and the Kelvin symbol are such a set). # # Example: hiragana letter A (U+3042) is in block 96 (0x60) # lookup 96 in stage1 table yields 90 # lookup 66 (0x42) in table 90 in stage2 yields 564 # record 564 is { 27, 7, 12, 0, 0, 27, 0 } # 27 = ucp_Hiragana => Hiragana script # 7 = ucp_Lo => Other letter # 12 = ucp_gbOther => Grapheme break property "Other" # 0 => Not part of a caseless set # 0 => No other case # 27 = ucp_Hiragana => No special Script Extension property # 0 => Dummy value, unused at present # # Example: vedic tone karshana (U+1CD0) is in block 57 (0x39) # lookup 57 in stage1 table yields 55 # lookup 80 (0x50) in table 55 in stage2 yields 458 # record 458 is { 28, 12, 3, 0, 0, -101, 0 } # 28 = ucp_Inherited => Script inherited from predecessor # 12 = ucp_Mn => Non-spacing mark # 3 = ucp_gbExtend => Grapheme break property "Extend" # 0 => Not part of a caseless set # 0 => No other case # -101 => Script Extension list offset = 101 # 0 => Dummy value, unused at present # # At offset 101 in the ucd_script_sets vector we find the list 3, 15, 107, 29, # and terminator 0. This means that this character is expected to be used with # any of those scripts, which are Bengali, Devanagari, Grantha, and Kannada. # # Philip Hazel, 03 July 2008 # Last Updated: 07 October 2018 ############################################################################## import re import string import sys ... [12 more functiondefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
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intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 9,651
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#! /usr/bin/python\n\n# Multistage table builder\n# (c) Peter Kankowski, 2008\n\n##############################################################################\n# This script was submitted to the PCRE project by Peter Kankowski as part of\n# the upgrading of Unicode property support. The new code speeds up property\n# matching many times. The script is for the use of PCRE maintainers, to\n# generate the pcre2_ucd.c file that contains a digested form of the Unicode\n# data tables. A number of extensions have been added to the original script.\n#\n# The script has now been upgraded to Python 3 for PCRE2, and should be run in\n# the maint subdirectory, using the command\n#\n# [python3] ./MultiStage2.py >../src/pcre2_ucd.c\n#\n# It requires six Unicode data tables: DerivedGeneralCategory.txt,\n# GraphemeBreakProperty.txt, Scripts.txt, ScriptExtensions.txt,\n# CaseFolding.txt, and emoji-data.txt. These must be in the\n# maint/Unicode.tables subdirectory.\n#\n# DerivedGeneralCategory.txt is found in the \"extracted\" subdirectory of the\n# Unicode database (UCD) on the Unicode web site; GraphemeBreakProperty.txt is\n# in the \"auxiliary\" subdirectory. Scripts.txt, ScriptExtensions.txt, and\n# CaseFolding.txt are directly in the UCD directory. The emoji-data.txt file is\n# in files associated with Unicode Technical Standard #51 (\"Unicode Emoji\"),\n# for example:\n#\n# http://unicode.org/Public/emoji/11.0/emoji-data.txt\n#\n# -----------------------------------------------------------------------------\n# Minor modifications made to this script:\n# Added #! line at start\n# Removed tabs\n# Made it work with Python 2.4 by rewriting two statements that needed 2.5\n# Consequent code tidy\n# Adjusted data file names to take from the Unicode.tables directory\n# Adjusted global table names by prefixing _pcre_.\n# Commented out stuff relating to the casefolding table, which isn't used;\n# removed completely in 2012.\n# Corrected size calculation\n# Add #ifndef SUPPORT_UCP to use dummy tables when no UCP support is needed.\n# Update for PCRE2: name changes, and SUPPORT_UCP is abolished.\n#\n# Major modifications made to this script:\n# Added code to add a grapheme break property field to records.\n#\n# Added code to search for sets of more than two characters that must match\n# each other caselessly. A new table is output containing these sets, and\n# offsets into the table are added to the main output records. This new\n# code scans CaseFolding.txt instead of UnicodeData.txt, which is no longer\n# used.\n#\n# Update for Python3:\n# . Processed with 2to3, but that didn't fix everything\n# . Changed string.strip to str.strip\n# . Added encoding='utf-8' to the open() call\n# . Inserted 'int' before blocksize/ELEMS_PER_LINE because an int is\n# required and the result of the division is a float\n#\n# Added code to scan the emoji-data.txt file to find the Extended Pictographic\n# property, which is used by PCRE2 as a grapheme breaking property. This was\n# done when updating to Unicode 11.0.0 (July 2018).\n#\n# Added code to add a Script Extensions field to records. This has increased\n# their size from 8 to 12 bytes, only 10 of which are currently used.\n#\n# 01-March-2010: Updated list of scripts for Unicode 5.2.0\n# 30-April-2011: Updated list of scripts for Unicode 6.0.0\n# July-2012: Updated list of scripts for Unicode 6.1.0\n# 20-August-2012: Added scan of GraphemeBreakProperty.txt and added a new\n# field in the record to hold the value. Luckily, the\n# structure had a hole in it, so the resulting table is\n# not much bigger than before.\n# 18-September-2012: Added code for multiple caseless sets. This uses the\n# final hole in the structure.\n# 30-September-2012: Added RegionalIndicator break property from Unicode 6.2.0\n# 13-May-2014: Updated for PCRE2\n# 03-June-2014: Updated for Python 3\n# 20-June-2014: Updated for Unicode 7.0.0\n# 12-August-2014: Updated to put Unicode version into the file\n# 19-June-2015: Updated for Unicode 8.0.0\n# 02-July-2017: Updated for Unicode 10.0.0\n# 03-July-2018: Updated for Unicode 11.0.0\n# 07-July-2018: Added code to scan emoji-data.txt for the Extended\n# Pictographic property.\n# 01-October-2018: Added the 'Unknown' script name\n# 03-October-2018: Added new field for Script Extensions\n# 27-July-2019: Updated for Unicode 12.1.0\n# ----------------------------------------------------------------------------\n#\n#\n# The main tables generated by this script are used by macros defined in\n# pcre2_internal.h. They look up Unicode character properties using short\n# sequences of code that contains no branches, which makes for greater speed.\n#\n# Conceptually, there is a table of records (of type ucd_record), containing a\n# script number, script extension value, character type, grapheme break type,\n# offset to caseless matching set, offset to the character's other case, for\n# every Unicode character. However, a real table covering all Unicode\n# characters would be far too big. It can be efficiently compressed by\n# observing that many characters have the same record, and many blocks of\n# characters (taking 128 characters in a block) have the same set of records as\n# other blocks. This leads to a 2-stage lookup process.\n#\n# This script constructs six tables. The ucd_caseless_sets table contains\n# lists of characters that all match each other caselessly. Each list is\n# in order, and is terminated by NOTACHAR (0xffffffff), which is larger than\n# any valid character. The first list is empty; this is used for characters\n# that are not part of any list.\n#\n# The ucd_digit_sets table contains the code points of the '9' characters in\n# each set of 10 decimal digits in Unicode. This is used to ensure that digits\n# in script runs all come from the same set. The first element in the vector\n# contains the number of subsequent elements, which are in ascending order.\n#\n# The ucd_script_sets vector contains lists of script numbers that are the\n# Script Extensions properties of certain characters. Each list is terminated\n# by zero (ucp_Unknown). A character with more than one script listed for its\n# Script Extension property has a negative value in its record. This is the\n# negated offset to the start of the relevant list in the ucd_script_sets\n# vector.\n#\n# The ucd_records table contains one instance of every unique record that is\n# required. The ucd_stage1 table is indexed by a character's block number,\n# which is the character's code point divided by 128, since 128 is the size\n# of each block. The result of a lookup in ucd_stage1 a \"virtual\" block number.\n#\n# The ucd_stage2 table is a table of \"virtual\" blocks; each block is indexed by\n# the offset of a character within its own block, and the result is the index\n# number of the required record in the ucd_records vector.\n#\n# The following examples are correct for the Unicode 11.0.0 database. Future\n# updates may make change the actual lookup values.\n#\n# Example: lowercase \"a\" (U+0061) is in block 0\n# lookup 0 in stage1 table yields 0\n# lookup 97 (0x61) in the first table in stage2 yields 17\n# record 17 is { 34, 5, 12, 0, -32, 34, 0 }\n# 34 = ucp_Latin => Latin script\n# 5 = ucp_Ll => Lower case letter\n# 12 = ucp_gbOther => Grapheme break property \"Other\"\n# 0 => Not part of a caseless set\n# -32 (-0x20) => Other case is U+0041\n# 34 = ucp_Latin => No special Script Extension property\n# 0 => Dummy value, unused at present\n#\n# Almost all lowercase latin characters resolve to the same record. One or two\n# are different because they are part of a multi-character caseless set (for\n# example, k, K and the Kelvin symbol are such a set).\n#\n# Example: hiragana letter A (U+3042) is in block 96 (0x60)\n# lookup 96 in stage1 table yields 90\n# lookup 66 (0x42) in table 90 in stage2 yields 564\n# record 564 is { 27, 7, 12, 0, 0, 27, 0 }\n# 27 = ucp_Hiragana => Hiragana script\n# 7 = ucp_Lo => Other letter\n# 12 = ucp_gbOther => Grapheme break property \"Other\"\n# 0 => Not part of a caseless set\n# 0 => No other case\n# 27 = ucp_Hiragana => No special Script Extension property\n# 0 => Dummy value, unused at present\n#\n# Example: vedic tone karshana (U+1CD0) is in block 57 (0x39)\n# lookup 57 in stage1 table yields 55\n# lookup 80 (0x50) in table 55 in stage2 yields 458\n# record 458 is { 28, 12, 3, 0, 0, -101, 0 }\n# 28 = ucp_Inherited => Script inherited from predecessor\n# 12 = ucp_Mn => Non-spacing mark\n# 3 = ucp_gbExtend => Grapheme break property \"Extend\"\n# 0 => Not part of a caseless set\n# 0 => No other case\n# -101 => Script Extension list offset = 101\n# 0 => Dummy value, unused at present\n#\n# At offset 101 in the ucd_script_sets vector we find the list 3, 15, 107, 29,\n# and terminator 0. This means that this character is expected to be used with\n# any of those scripts, which are Bengali, Devanagari, Grantha, and Kannada.\n#\n# Philip Hazel, 03 July 2008\n# Last Updated: 07 October 2018\n##############################################################################\n\n\nimport re\nimport string\nimport sys\n\n\n ... [12 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
1314a6b3e97ad080ab7cf47017455ad35f9e033a
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from setuptools import setup, find_packages from retrobiocat_web import __version__ with open('requirements.txt') as f: requirements = f.read().splitlines() setup( name = 'retrobiocat_web', packages = find_packages(), include_package_data=True, version = __version__, license='', description = 'Retrosynthesis', author = 'William Finnigan', author_email = 'wjafinnigan@gmail.com', url = '', download_url = '', keywords = ['enzyme'], install_requires=requirements, classifiers=[ 'Development Status :: 3 - Alpha', 'License :: OSI Approved :: MIT License', 'Programming Language :: Python :: 3'], )
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
ui
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 638
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom setuptools import setup, find_packages\nfrom retrobiocat_web import __version__\n\nwith open('requirements.txt') as f:\n requirements = f.read().splitlines()\n\nsetup(\n name = 'retrobiocat_web',\n packages = find_packages(),\n include_package_data=True,\n version = __version__,\n license='',\n description = 'Retrosynthesis',\n author = 'William Finnigan',\n author_email = 'wjafinnigan@gmail.com',\n url = '',\n download_url = '',\n keywords = ['enzyme'],\n install_requires=requirements,\n classifiers=[\n 'Development Status :: 3 - Alpha',\n 'License :: OSI Approved :: MIT License',\n 'Programming Language :: Python :: 3'],\n)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
1314ffbb2b5a881e8cbdb62ecc8a53c659f4f382
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- import pickle import numpy as np from rdkit import Chem from rdkit.Chem import AllChem,DataStructs def get_classes(path): f = open(path, 'rb') dict_ = pickle.load(f) f.close() classes = sorted(dict_.items(), key=lambda d: d[1],reverse=True) classes = [(x,y) for x,y in classes] return classes def create_rxn_Morgan2FP_concatenate(rsmi, psmi, rxnfpsize=16384, pfpsize=16384, useFeatures=False, calculate_rfp=True, useChirality=True): # Similar as the above function but takes smiles separately and returns pfp and rfp separately rsmi = rsmi.encode('utf-8') psmi = psmi.encode('utf-8') try: # Complete this line except Exception as e: print(e) return try: fp_bit = AllChem.GetMorganFingerprintAsBitVect( mol=mol, radius=2, nBits=rxnfpsize, useFeatures=useFeatures, useChirality=useChirality) fp = np.empty(rxnfpsize, dtype='float32') DataStructs.ConvertToNumpyArray(fp_bit, fp) except Exception as e: print("Cannot build reactant fp due to {}".format(e)) return rfp = fp try: mol = Chem.MolFromSmiles(psmi) except Exception as e: return try: fp_bit = AllChem.GetMorganFingerprintAsBitVect( mol=mol, radius=2, nBits=pfpsize, useFeatures=useFeatures, useChirality=useChirality) fp = np.empty(pfpsize, dtype='float32') DataStructs.ConvertToNumpyArray(fp_bit, fp) except Exception as e: print("Cannot build product fp due to {}".format(e)) return pfp = fp rxn_fp = pfp - rfp final_fp = np.concatenate((pfp, rxn_fp)) return final_fp
|
The missing line is: mol = Chem.MolFromSmiles(rsmi)
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intermediate
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database
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fill_in_the_blank
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Pythoncode:Python
| 2
| 0
| 1,748
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n\r\nimport pickle\r\nimport numpy as np\r\nfrom rdkit import Chem\r\nfrom rdkit.Chem import AllChem,DataStructs\r\n\r\n\r\ndef get_classes(path):\r\n f = open(path, 'rb')\r\n dict_ = pickle.load(f)\r\n f.close()\r\n classes = sorted(dict_.items(), key=lambda d: d[1],reverse=True)\r\n classes = [(x,y) for x,y in classes]\r\n return classes\r\n\r\ndef create_rxn_Morgan2FP_concatenate(rsmi, psmi, rxnfpsize=16384, pfpsize=16384, useFeatures=False, calculate_rfp=True, useChirality=True):\r\n # Similar as the above function but takes smiles separately and returns pfp and rfp separately\r\n\r\n rsmi = rsmi.encode('utf-8')\r\n psmi = psmi.encode('utf-8')\r\n try:\r\n # Complete this line\n except Exception as e:\r\n print(e)\r\n return\r\n try:\r\n fp_bit = AllChem.GetMorganFingerprintAsBitVect(\r\n mol=mol, radius=2, nBits=rxnfpsize, useFeatures=useFeatures, useChirality=useChirality)\r\n fp = np.empty(rxnfpsize, dtype='float32')\r\n DataStructs.ConvertToNumpyArray(fp_bit, fp)\r\n except Exception as e:\r\n print(\"Cannot build reactant fp due to {}\".format(e))\r\n return\r\n rfp = fp\r\n\r\n try:\r\n mol = Chem.MolFromSmiles(psmi)\r\n except Exception as e:\r\n return\r\n try:\r\n fp_bit = AllChem.GetMorganFingerprintAsBitVect(\r\n mol=mol, radius=2, nBits=pfpsize, useFeatures=useFeatures, useChirality=useChirality)\r\n fp = np.empty(pfpsize, dtype='float32')\r\n DataStructs.ConvertToNumpyArray(fp_bit, fp)\r\n except Exception as e:\r\n print(\"Cannot build product fp due to {}\".format(e))\r\n return\r\n pfp = fp\r\n rxn_fp = pfp - rfp\r\n final_fp = np.concatenate((pfp, rxn_fp))\r\n return final_fp"}, {"role": "assistant", "content": "The missing line is:\n mol = Chem.MolFromSmiles(rsmi)"}]
| false
| null | null | null |
131631df01aa9316264d6c8b1aaa6ecfd1254785
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import functools import logging import random from flask import Flask, render_template, request import joblib from lxml.html import html5parser import lxml.html import requests import yarl import webstruct.model import webstruct.sequence_encoding import webstruct.webannotator def absolutize_link(link, base_url): if link.startswith('#'): return link try: target_url = yarl.URL(link) except: return link if target_url.is_absolute() and target_url.scheme: return link if target_url.is_absolute() and not target_url.scheme: target_url = target_url.with_scheme(base_url.scheme) return str(target_url) try: target_url = base_url.join(target_url) except: return link return str(target_u def absolute_links(tree, url): _LINK_SOURCES = ['src', 'href'] try: base_url = yarl.URL(url) except: return tree for _, element in lxml.html.etree.iterwalk(tree, events=('start', )): if not isinstance(element.tag, str): continue for attr in _LINK_SOURCES: if attr not in element.attrib: continue element.attrib[attr] = absolutize_link(element.attrib[attr], base_url) return tree def parent_links(tree, base_url): base_url = yarl.URL(base_url) for _, element in lxml.html.etree.iterwalk(tree, events=('start', )): if not isinstance(element.tag, str): continue if element.tag != 'a': continue if 'href' not in element.attrib: continue url = element.attrib['href'] if url.startswith('#'): continue element.attrib['target'] = '_parent' element.attrib['href'] = str(base_url.update_query(url=url)) return tree def remove_namespace(tree): _NS="{http://www.w3.org/1999/xhtml}" for _, element in lxml.html.etree.iterwalk(tree, events=('start', )): if not isinstance(element.tag, str): continue if not element.tag.startswith(_NS): continue element.tag = element.tag[len(_NS):] return tree _TOKENS_PER_PART = 2000 def run_model(tree, model): html_tokens, _ = model.html_tokenizer.tokenize_single(tree) if not html_tokens: return tree, list(), list() tree = html_tokens[0].elem.getroottree().getroot() tags = model.model.predict([html_tokens[i:i+_TOKENS_PER_PART] for i in range(0, len(html_tokens), _TOKENS_PER_PART)]) tags = [i for t in tags for i in t] return tree, html_tokens, tags ... [5 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 38 - expected ')' • SyntaxError: '(' was never closed at line 38 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
|
intermediate
|
api
|
syntax_repair
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Pythoncode:Python
| 5
| 0
| 2,642
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport functools\nimport logging\nimport random\n\nfrom flask import Flask, render_template, request\nimport joblib\nfrom lxml.html import html5parser\nimport lxml.html\nimport requests\nimport yarl\n\nimport webstruct.model\nimport webstruct.sequence_encoding\nimport webstruct.webannotator\n\n\ndef absolutize_link(link, base_url):\n if link.startswith('#'):\n return link\n\n try:\n target_url = yarl.URL(link)\n except:\n return link\n\n if target_url.is_absolute() and target_url.scheme:\n return link\n\n if target_url.is_absolute() and not target_url.scheme:\n target_url = target_url.with_scheme(base_url.scheme)\n return str(target_url)\n\n try:\n target_url = base_url.join(target_url)\n except:\n return link\n\nreturn str(target_u\n\n\ndef absolute_links(tree, url):\n _LINK_SOURCES = ['src', 'href']\n\n try:\n base_url = yarl.URL(url)\n except:\n return tree\n\n for _, element in lxml.html.etree.iterwalk(tree, events=('start', )):\n if not isinstance(element.tag, str):\n continue\n\n for attr in _LINK_SOURCES:\n if attr not in element.attrib:\n continue\n\n element.attrib[attr] = absolutize_link(element.attrib[attr], base_url)\n\n return tree\n\n\ndef parent_links(tree, base_url):\n base_url = yarl.URL(base_url)\n for _, element in lxml.html.etree.iterwalk(tree, events=('start', )):\n if not isinstance(element.tag, str):\n continue\n\n if element.tag != 'a':\n continue\n\n if 'href' not in element.attrib:\n continue\n\n url = element.attrib['href']\n\n if url.startswith('#'):\n continue\n\n element.attrib['target'] = '_parent'\n element.attrib['href'] = str(base_url.update_query(url=url))\n\n return tree\n\n\ndef remove_namespace(tree):\n _NS=\"{http://www.w3.org/1999/xhtml}\"\n for _, element in lxml.html.etree.iterwalk(tree, events=('start', )):\n if not isinstance(element.tag, str):\n continue\n if not element.tag.startswith(_NS):\n continue\n element.tag = element.tag[len(_NS):]\n\n return tree\n\n\n_TOKENS_PER_PART = 2000\ndef run_model(tree, model):\n html_tokens, _ = model.html_tokenizer.tokenize_single(tree)\n if not html_tokens:\n return tree, list(), list()\n tree = html_tokens[0].elem.getroottree().getroot()\n tags = model.model.predict([html_tokens[i:i+_TOKENS_PER_PART] for i in range(0, len(html_tokens), _TOKENS_PER_PART)])\n tags = [i for t in tags for i in t]\n return tree, html_tokens, tags\n\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 38 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 38\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
131665ba7b9465c31b9a3f7865c4b018c27a3aec
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: __author__ = 'Alex Rogozhnikov' from setuptools import setup setup( name="einops", version='0.3.2', description="A new flavour of deep learning operations", long_description=open('README.md', encoding='utf-8').read(), long_description_content_type='text/markdown', url='https://github.com/arogozhnikov/einops', author='Alex Rogozhnikov', ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: packages=['einops', 'einops.layers'], classifiers=[ 'Intended Audience :: Science/Research',
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 367
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n__author__ = 'Alex Rogozhnikov'\n\nfrom setuptools import setup\n\nsetup(\n name=\"einops\",\n version='0.3.2',\n description=\"A new flavour of deep learning operations\",\n long_description=open('README.md', encoding='utf-8').read(),\n long_description_content_type='text/markdown',\n url='https://github.com/arogozhnikov/einops',\n author='Alex Rogozhnikov',\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\n packages=['einops', 'einops.layers'],\n\n classifiers=[\n 'Intended Audience :: Science/Research',"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
13178607e92d499e0a8fa091130826ae93f57d37
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Generated by Django 3.1.6 on 2021-02-15 19:01 from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): dependencies = [ ('website', '0083_remove_aisubmission_code'), ] operations = [ migrations.AddField( model_name='exam', name='division', field=models.IntegerField(default=1), preserve_default=False, ), migrations.CreateModel( name='ExamPair', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID'), ('name', models.CharField(max_length=100, unique=True)), ('contest', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='exampairs', to='website.contest')), ], ), migrations.AddField( model_name='exam', name='exampair', field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.SET_NULL, related_name='exams', to='website.exampair'), ), ]
|
Syntax Analysis: Syntax Errors Found: • Unmatched closing bracket ']' at line 26 • Unclosed '[' at line 13 - expected ']' • Unclosed '(' at line 20 - expected ')' Fixes: • Add closing ']' bracket • Add closing ')' bracket • Check opening and closing brackets
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 0
| 1
| 1,145
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Generated by Django 3.1.6 on 2021-02-15 19:01\n\nfrom django.db import migrations, models\nimport django.db.models.deletion\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('website', '0083_remove_aisubmission_code'),\n ]\n\n operations = [\n migrations.AddField(\n model_name='exam',\n name='division',\n field=models.IntegerField(default=1),\n preserve_default=False,\n ),\n migrations.CreateModel(\n name='ExamPair',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID'),\n ('name', models.CharField(max_length=100, unique=True)),\n ('contest', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='exampairs', to='website.contest')),\n ],\n ),\n migrations.AddField(\n model_name='exam',\n name='exampair',\n field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.SET_NULL, related_name='exams', to='website.exampair'),\n ),\n ]"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unmatched closing bracket ']' at line 26\n \u2022 Unclosed '[' at line 13 - expected ']'\n \u2022 Unclosed '(' at line 20 - expected ')'\n\n Fixes:\n \u2022 Add closing ']' bracket\n \u2022 Add closing ')' bracket\n \u2022 Check opening and closing brackets"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
1317d06f323723e4a4f4ac9a34fb6dfc7aa40fb0
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: class DLPIndexer: """Map pairs of words to their syntactic relationship, if any.""" def __init__(self, samples: Sequence[ptb.Sample], unk: str = UNK): """Map each relation label to an integer. Args: samples (Sequence[ptb.Sample]): The samples from which to determine possible relations. unk (str): Label to use when un-indexed dependency label is encountered. """ labels = {rel for sample in samples for rel in sample.relations} self.indexer = {unk: 0} for label in sorted(labels): self.indexer[label] = len(self.indexer) self.unk = unk def __call__(self, sample: ptb.Sample) -> torch.Tensor: """Map all possible (word, word) pairs to labels. Args: sample (ptb.Sample): The sample to label. Returns: torch.Tensor: For length W sentence, returns shape (W, W) matrix where element (v, w) is the index of the label describing the relationship between word v and w, if any. Defaults to the "unk" label, even if there is no relationship between v and w. # Complete this line """ heads, relations = sample.heads, sample.relations labels = torch.empty(len(heads), len(heads), dtype=torch.long) labels.fill_(self.indexer[self.unk]) for word, (head, rel) in enumerate(zip(heads, relations)): if head == -1: labels[word, word] = self.indexer[rel] else: label = self.indexer.get(rel, self.indexer[self.unk]) labels[word, head] = label return labels def __len__(self) -> int: """Return the number of unique labels for this task.""" return len(self.indexer) class ControlDLPIndexer: """Map pairs of words to arbitrary syntactic relationships.""" ... [14 more functiondefs truncated] ...
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The missing line is:
|
advanced
|
machine_learning
|
fill_in_the_blank
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Pythoncode:Python
| 3
| 2
| 1,963
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass DLPIndexer:\n \"\"\"Map pairs of words to their syntactic relationship, if any.\"\"\"\n\n def __init__(self, samples: Sequence[ptb.Sample], unk: str = UNK):\n \"\"\"Map each relation label to an integer.\n\n Args:\n samples (Sequence[ptb.Sample]): The samples from which to determine\n possible relations.\n unk (str): Label to use when un-indexed dependency label is\n encountered.\n\n \"\"\"\n labels = {rel for sample in samples for rel in sample.relations}\n self.indexer = {unk: 0}\n for label in sorted(labels):\n self.indexer[label] = len(self.indexer)\n self.unk = unk\n\n def __call__(self, sample: ptb.Sample) -> torch.Tensor:\n \"\"\"Map all possible (word, word) pairs to labels.\n\n Args:\n sample (ptb.Sample): The sample to label.\n\n Returns:\n torch.Tensor: For length W sentence, returns shape (W, W) matrix\n where element (v, w) is the index of the label describing\n the relationship between word v and w, if any. Defaults to\n the \"unk\" label, even if there is no relationship between\n v and w.\n # Complete this line\n \"\"\"\n heads, relations = sample.heads, sample.relations\n labels = torch.empty(len(heads), len(heads), dtype=torch.long)\n labels.fill_(self.indexer[self.unk])\n for word, (head, rel) in enumerate(zip(heads, relations)):\n if head == -1:\n labels[word, word] = self.indexer[rel]\n else:\n label = self.indexer.get(rel, self.indexer[self.unk])\n labels[word, head] = label\n return labels\n\n def __len__(self) -> int:\n \"\"\"Return the number of unique labels for this task.\"\"\"\n return len(self.indexer)\n\n\nclass ControlDLPIndexer:\n \"\"\"Map pairs of words to arbitrary syntactic relationships.\"\"\"\n\n\n ... [14 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
1317fa461eecfb928fe1d73e0f3c19ec9defb396
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 # # Author: # Tamas Jos (@skelsec) # import os import io import datetime import glob import hashlib from pycquery_krb.protocol.asn1_structs import Ticket, EncryptedData, \ class Header: def __init__(self): self.tag = None self.taglen = None self.tagdata = None @staticmethod def parse(data): """ returns a list of header tags """ reader = io.BytesIO(data) headers = [] while reader.tell() < len(data): h = Header() h.tag = int.from_bytes(reader.read(2), byteorder='big', signed=False) h.taglen = int.from_bytes(reader.read(2), byteorder='big', signed=False) h.tagdata = reader.read(h.taglen) headers.append(h) return headers def to_bytes(self): t = self.tag.to_bytes(2, byteorder='big', signed=False) t += len(self.tagdata).to_bytes(2, byteorder='big', signed=False) t += self.tagdata return t def __str__(self): t = 'tag: %s\n' % self.tag t += 'taglen: %s\n' % self.taglen t += 'tagdata: %s\n' % self.tagdata return t class DateTime: def __init__(self): self.time_offset = None self.usec_offset = None @staticmethod def parse(reader): d = DateTime() d.time_offset = int.from_bytes(reader.read(4), byteorder='big', signed=False) d.usec_offset = int.from_bytes(rea ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: return d def to_bytes(self): t = self.time_offset.to_bytes(4, byteorder='big', signed=False) t += self.usec_offset.to_bytes(4, byteorder='big', signed=False)
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advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 9
| 3
| 1,264
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n#\n# Author:\n# Tamas Jos (@skelsec)\n#\n\nimport os\nimport io\nimport datetime\nimport glob\nimport hashlib\n\nfrom pycquery_krb.protocol.asn1_structs import Ticket, EncryptedData, \\\nclass Header:\n\tdef __init__(self):\n\t\tself.tag = None\n\t\tself.taglen = None\n\t\tself.tagdata = None\n\n\t@staticmethod\n\tdef parse(data):\n\t\t\"\"\"\n\t\treturns a list of header tags\n\t\t\"\"\"\n\t\treader = io.BytesIO(data)\n\t\theaders = []\n\t\twhile reader.tell() < len(data):\n\t\t\th = Header()\n\t\t\th.tag = int.from_bytes(reader.read(2), byteorder='big', signed=False)\n\t\t\th.taglen = int.from_bytes(reader.read(2), byteorder='big', signed=False)\n\t\t\th.tagdata = reader.read(h.taglen)\n\t\t\theaders.append(h)\n\t\treturn headers\n\n\tdef to_bytes(self):\n\t\tt = self.tag.to_bytes(2, byteorder='big', signed=False)\n\t\tt += len(self.tagdata).to_bytes(2, byteorder='big', signed=False)\n\t\tt += self.tagdata\n\t\treturn t\n\n\tdef __str__(self):\n\t\tt = 'tag: %s\\n' % self.tag\n\t\tt += 'taglen: %s\\n' % self.taglen\n\t\tt += 'tagdata: %s\\n' % self.tagdata\n\t\treturn t\n\nclass DateTime:\n\tdef __init__(self):\n\t\tself.time_offset = None\n\t\tself.usec_offset = None\n\n\t@staticmethod\n\tdef parse(reader):\n\t\td = DateTime()\n\t\td.time_offset = int.from_bytes(reader.read(4), byteorder='big', signed=False)\n\t\td.usec_offset = int.from_bytes(rea\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\t\treturn d\n\n\tdef to_bytes(self):\n\t\tt = self.time_offset.to_bytes(4, byteorder='big', signed=False)\n\t\tt += self.usec_offset.to_bytes(4, byteorder='big', signed=False)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
1318a68dfab5df9c8cd4a02ab91e86cccb7f469d
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/opt/az/psf/python/2.7/bin/python from openeye.oechem import * import cgi #creates a list of smiles of the syntax [smiles|molId,smiles|molId] def process_smiles(smiles): smiles = smiles.split('\n') mol = OEGraphMol() smiles_list=[] for line in smiles: if len(line.rstrip())>0: line = line.split() smi = line[0] molId = "" if len(line)>1: molId = line[1].replace(" ","|").rstrip() if(OEParseSmiles(mol,smi)): smi = OECreateSmiString(mol) mol.Clear() smiles_list.append(smi + "|" + molId) #can't send spaces or new lines return smiles_list #takes a list of smiles and writes it as sdf using a memory buffer def write_sdf(smiles_list): sdfs = [] ofs = oemolostream() ofs.SetFormat(OEFormat_SDF) ofs.openstring() mol = OEGraphMol() for smiles in smiles_list: if(OEParseSmiles(mol,smiles.replace("|"," "))): OEWriteMolecule(ofs,mol) sdfs.append(ofs.GetString()) mol.Clear() ofs.SetString("") return sdfs #creates a list of smiles of the syntax [smiles|molId,smiles|molId] def read_sdf(sdf_data): ifs = oemolistream() ifs.SetFormat(OEFormat_SDF) ifs.openstring(sdf_data) smiles_list = [] for mol in ifs.GetOEGraphMols(): smiles = OECreateSmiString(mol) smiles_list.append(smiles + "|" + mol.GetTitle()) return smiles_list if __name__ == "__main__": print "Content-Type: text/html\r\n\r\n" form = cgi.FieldStorage() extension = form.getvalue("extension") dataA = form.getvalue("dataA") operator = form.getvalue("smiles_operator") sdf_output = form.getvalue("sdf_output") if(extension=="smi"): lis Error: SyntaxError: unterminated string literal
|
Fixed Code: #!/opt/az/psf/python/2.7/bin/python from openeye.oechem import * import cgi #creates a list of smiles of the syntax [smiles|molId,smiles|molId] def process_smiles(smiles): smiles = smiles.split('\n') mol = OEGraphMol() smiles_list=[] for line in smiles: if len(line.rstrip())>0: line = line.split() smi = line[0] molId = "" if len(line)>1: molId = line[1].replace(" ","|").rstrip() if(OEParseSmiles(mol,smi)): smi = OECreateSmiString(mol) mol.Clear() Explanation: Close the string literal with matching quote
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 1,810
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/opt/az/psf/python/2.7/bin/python\nfrom openeye.oechem import *\n\nimport cgi\n\n#creates a list of smiles of the syntax [smiles|molId,smiles|molId]\ndef process_smiles(smiles):\n smiles = smiles.split('\\n')\n mol = OEGraphMol()\n smiles_list=[]\n for line in smiles:\n if len(line.rstrip())>0:\n line = line.split()\n smi = line[0]\n molId = \"\"\n if len(line)>1:\n molId = line[1].replace(\" \",\"|\").rstrip()\n if(OEParseSmiles(mol,smi)):\n smi = OECreateSmiString(mol)\n mol.Clear()\n smiles_list.append(smi + \"|\" + molId) #can't send spaces or new lines\n\n return smiles_list\n\n#takes a list of smiles and writes it as sdf using a memory buffer\ndef write_sdf(smiles_list):\n sdfs = []\n ofs = oemolostream()\n ofs.SetFormat(OEFormat_SDF)\n ofs.openstring()\n mol = OEGraphMol()\n for smiles in smiles_list:\n if(OEParseSmiles(mol,smiles.replace(\"|\",\" \"))):\n OEWriteMolecule(ofs,mol)\n sdfs.append(ofs.GetString())\n mol.Clear()\n ofs.SetString(\"\")\n return sdfs\n\n#creates a list of smiles of the syntax [smiles|molId,smiles|molId]\ndef read_sdf(sdf_data):\n ifs = oemolistream()\n ifs.SetFormat(OEFormat_SDF)\n ifs.openstring(sdf_data)\n smiles_list = []\n for mol in ifs.GetOEGraphMols():\n smiles = OECreateSmiString(mol)\n smiles_list.append(smiles + \"|\" + mol.GetTitle())\n return smiles_list\n\nif __name__ == \"__main__\":\n print \"Content-Type: text/html\\r\\n\\r\\n\"\n form = cgi.FieldStorage()\n\n extension = form.getvalue(\"extension\")\n dataA = form.getvalue(\"dataA\") \n operator = form.getvalue(\"smiles_operator\") \n sdf_output = form.getvalue(\"sdf_output\")\n \n if(extension==\"smi\"):\n lis\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/opt/az/psf/python/2.7/bin/python\nfrom openeye.oechem import *\n\nimport cgi\n\n#creates a list of smiles of the syntax [smiles|molId,smiles|molId]\ndef process_smiles(smiles):\n smiles = smiles.split('\\n')\n mol = OEGraphMol()\n smiles_list=[]\n for line in smiles:\n if len(line.rstrip())>0:\n line = line.split()\n smi = line[0]\n molId = \"\"\n if len(line)>1:\n molId = line[1].replace(\" \",\"|\").rstrip()\n if(OEParseSmiles(mol,smi)):\n smi = OECreateSmiString(mol)\n mol.Clear()\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
131a0e5ecdfc260b3827d4c50aa8606f1a20747d
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # This file was automatically generated by SWIG (http://www.swig.org). # Version 4.0.2 # # Do not make changes to this file unless you know what you are doing--modify # the SWIG interface file instead. from sys import version_info as _swig_python_version_info def _swig_repr(self): try: strthis = "proxy of " + self.this.__repr__() except __builtin__.Exception: strthis = "" return "<%s.%s; %s >" % (self.__class__.__module__, self.__class__.__name__, strthis,) def _swig_setattr_nondynamic_instance_variable(set): def set_instance_attr(self, name, value): if name == "thisown": self.this.own(value) elif name == "this": set(self, name, value) elif hasattr(self, name) and isinstance(getattr(type(self), name), property): set(self, name, value) else: raise AttributeError("You cannot add instance attributes to %s" % self) return set_instance_attr def _swig_setattr_nondynamic_class_variable(set): def set_class_attr(cls, name, value): if hasattr(cls, name) and not isinstance(getattr(cls, name), property): set(cls, name, value) else: raise AttributeError("You cannot add class attributes to %s" % cls) return set_class_attr def _swig_add_metaclass(metaclass): """Class decorator for adding a metaclass to a SWIG wrapped class - a slimmed down version of six.add_metaclass""" def wrapper Error: SyntaxError / EOF
|
Fixed Code: # This file was automatically generated by SWIG (http://www.swig.org). # Version 4.0.2 # # Do not make changes to this file unless you know what you are doing--modify # the SWIG interface file instead. from sys import version_info as _swig_python_version_info def _swig_repr(self): try: strthis = "proxy of " + self.this.__repr__() except __builtin__.Exception: strthis = "" return "<%s.%s; %s >" % (self.__class__.__module__, self.__class__.__name__, strthis,) def _swig_setattr_nondynamic_instance_variable(set): def set_instance_attr(self, name, value): if name == "thisown": self.this.own(value) elif name == "this": Explanation: Complete the truncated code structure
|
advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 7
| 2
| 1,467
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# This file was automatically generated by SWIG (http://www.swig.org).\n# Version 4.0.2\n#\n# Do not make changes to this file unless you know what you are doing--modify\n# the SWIG interface file instead.\n\nfrom sys import version_info as _swig_python_version_info\ndef _swig_repr(self):\n try:\n strthis = \"proxy of \" + self.this.__repr__()\n except __builtin__.Exception:\n strthis = \"\"\n return \"<%s.%s; %s >\" % (self.__class__.__module__, self.__class__.__name__, strthis,)\n\n\ndef _swig_setattr_nondynamic_instance_variable(set):\n def set_instance_attr(self, name, value):\n if name == \"thisown\":\n self.this.own(value)\n elif name == \"this\":\n set(self, name, value)\n elif hasattr(self, name) and isinstance(getattr(type(self), name), property):\n set(self, name, value)\n else:\n raise AttributeError(\"You cannot add instance attributes to %s\" % self)\n return set_instance_attr\n\n\ndef _swig_setattr_nondynamic_class_variable(set):\n def set_class_attr(cls, name, value):\n if hasattr(cls, name) and not isinstance(getattr(cls, name), property):\n set(cls, name, value)\n else:\n raise AttributeError(\"You cannot add class attributes to %s\" % cls)\n return set_class_attr\n\n\ndef _swig_add_metaclass(metaclass):\n \"\"\"Class decorator for adding a metaclass to a SWIG wrapped class - a slimmed down version of six.add_metaclass\"\"\"\n def wrapper\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# This file was automatically generated by SWIG (http://www.swig.org).\n# Version 4.0.2\n#\n# Do not make changes to this file unless you know what you are doing--modify\n# the SWIG interface file instead.\n\nfrom sys import version_info as _swig_python_version_info\ndef _swig_repr(self):\n try:\n strthis = \"proxy of \" + self.this.__repr__()\n except __builtin__.Exception:\n strthis = \"\"\n return \"<%s.%s; %s >\" % (self.__class__.__module__, self.__class__.__name__, strthis,)\n\n\ndef _swig_setattr_nondynamic_instance_variable(set):\n def set_instance_attr(self, name, value):\n if name == \"thisown\":\n self.this.own(value)\n elif name == \"this\":\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
131a15a3a8feaf503c53fb7ce15a6a9a4850f413
|
TheStack--python--000.parquet
|
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