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Complete this Pythoncode:Python code: import setuptools with open("README.md", "r") as fh: long_description = fh.read() version = "0.7.5" setuptools.setup( name="lcbuilder", # Replace with your own username version=version, author="M. Dévora-Pajares", author_email="mdevorapajares@protonmail.com", description="Easy light curve builder from multiple sources", long_description=long_description, long_description_content_type="text/markdown", url="https://github.com/PlanetHunders/lcbuilder", packages=setuptools.find_packages(), include_package_data=True, classifiers=[ "Programming Language :: Python :: 3", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", ], python_requires='>=3.6',
|
install_requires=['numpy==1.20.1; python_version>="3.7"', 'numpy==1.19; python_version<"3.7"', 'astropy==4.3.post1; python_version>="3.7"', 'astropy==4.1; python_version<"3.7"', 'pandas==1.3.1; python_version>="3.7"', 'pandas==1.1.5; python_version<"3.7"', "lightkurve==2.0.9", "photutils==1.0.2", "scipy==1.5.4", "tess-point==0.6.1", 'torch==1.9.0', "foldedleastsquares==1.0.30", "wotan==1.9" ] )
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 1,453
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport setuptools\n\nwith open(\"README.md\", \"r\") as fh:\n long_description = fh.read()\nversion = \"0.7.5\"\nsetuptools.setup(\n name=\"lcbuilder\", # Replace with your own username\n version=version,\n author=\"M. D\u00e9vora-Pajares\",\n author_email=\"mdevorapajares@protonmail.com\",\n description=\"Easy light curve builder from multiple sources\",\n long_description=long_description,\n long_description_content_type=\"text/markdown\",\n url=\"https://github.com/PlanetHunders/lcbuilder\",\n packages=setuptools.find_packages(),\n include_package_data=True,\n classifiers=[\n \"Programming Language :: Python :: 3\",\n \"License :: OSI Approved :: MIT License\",\n \"Operating System :: OS Independent\",\n ],\n python_requires='>=3.6',"}, {"role": "assistant", "content": "\n install_requires=['numpy==1.20.1; python_version>=\"3.7\"',\n 'numpy==1.19; python_version<\"3.7\"',\n 'astropy==4.3.post1; python_version>=\"3.7\"',\n 'astropy==4.1; python_version<\"3.7\"',\n 'pandas==1.3.1; python_version>=\"3.7\"',\n 'pandas==1.1.5; python_version<\"3.7\"',\n \"lightkurve==2.0.9\",\n \"photutils==1.0.2\",\n \"scipy==1.5.4\",\n \"tess-point==0.6.1\",\n 'torch==1.9.0',\n \"foldedleastsquares==1.0.30\",\n \"wotan==1.9\"\n ]\n)"}]
| false
| null | null | null |
c4869ba9d33a50ec0fbe0983f55828afa336b88e
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import codecs def unescape(value): return codecs.escape_decode(value)[0].decode('utf-8', errors='replace') def parse_tsv(line): if line and line
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • SyntaxError: expected ':' at line 9 Fixes: • Complete the expression on the last line • Review code syntax
|
intermediate
|
data_processing
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 156
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport codecs\n\n\ndef unescape(value):\n return codecs.escape_decode(value)[0].decode('utf-8', errors='replace')\n\n\ndef parse_tsv(line):\n if line and line"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 SyntaxError: expected ':' at line 9\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
c489dc474d9776f8ac1a64b85038bdc00b37ab8c
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: import asyncio import base64 import random from cba.dispatcher import CommandsDispatcher from cba.commands import MessageTarget, arguments from cba.commands.base_commands import ( class TestDifferentBehavior(BaseCommand): """Тестовая команда с разным поведением для админа и юзверя - вы юзер""" CMD = "behavior" async def _execute(self): await self.send_message( subject="Вы не админ", ) @TestDifferentBehavior.admin_behavior class TestDifferentBehaviorAdmin(HumanCallableCommandWithArgs): """Тестовая команда с разным поведением для админа и юзверя - вы админ""" ARGS = (arguments.String("adminArg", "админский аргумент"),) async def _execute(self): await self.send_message( subject=f"Вы админ. Ваш аргумент: {self.adminArg}", ) @dispatcher.register_callable_command class TestHumanCallableCommandWithReplies(BaseCommand): """Тестовая команда с ответами""" CMD = "replies" async def _execute(self): replies = [f"Replies №:{i}" for i in range(3)] await self.send_message( subject="Replies test", replies=replies, ) @dispatcher.register_callable_command class TestHumanCallableCommandWithIssue(BaseCommand): """Тестовая команда отправки уведомлений""" CMD = "issue" ISSUE_PREFIX = "test-" async def _execute(self): issue_id = str(random.randint(0, 1000)) problem_text = ">>Disaster<< We have a problem!" problem_issue = Issue(issue_id, "PROBLEM", self.ISSUE_PREFIX) await self.send_message( subject=problem_text, issue=problem_issue, ) await asyncio.sleep(2) resolved_issue = Issue(issue_id, "RESOLVED", self.ISSUE_PREFIX) resolved_text = ">>OK<< The problem is not with us ))0" await self.send_message( subject=resolved_text, issue=resolved_issue, ) @dispatcher.register_callable_command class TestHumanCallableCommandWithBadTemplate(BaseCommand): """Тестовая команда с `плохим` JSON-шаблоном""" CMD = "badTemplate" JSON_TMPL_FILE = "bad_template.json" PATH_TO_FILE = __file__ async def _execute(self): ... @dispatcher.register_callable_command class TestHumanCallableCommandWithGoodTemplate(BaseCommand): """тестовая команда с `хорошим` JSON-шаблоном""" CMD = "goodTemplate" JSON_TMPL_FILE = "good_template.json" PATH_TO_FILE = __file__ async def _execute(self: await self.send_message( subject="Good template", text=str(self.template), ) @dispatcher.register_callable_command ... [21 more classdefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unmatched closing bracket ')' at line 65 • Unclosed '(' at line 92 - expected ')' Fix: Add missing ')' bracket at line 92
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 6
| 2,723
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport asyncio\nimport base64\nimport random\n\nfrom cba.dispatcher import CommandsDispatcher\nfrom cba.commands import MessageTarget, arguments\nfrom cba.commands.base_commands import (\nclass TestDifferentBehavior(BaseCommand):\n \"\"\"\u0422\u0435\u0441\u0442\u043e\u0432\u0430\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0441 \u0440\u0430\u0437\u043d\u044b\u043c \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u0435\u043c \u0434\u043b\u044f \u0430\u0434\u043c\u0438\u043d\u0430 \u0438 \u044e\u0437\u0432\u0435\u0440\u044f - \u0432\u044b \u044e\u0437\u0435\u0440\"\"\"\n\n CMD = \"behavior\"\n\n async def _execute(self):\n await self.send_message(\n subject=\"\u0412\u044b \u043d\u0435 \u0430\u0434\u043c\u0438\u043d\",\n )\n\n\n@TestDifferentBehavior.admin_behavior\nclass TestDifferentBehaviorAdmin(HumanCallableCommandWithArgs):\n \"\"\"\u0422\u0435\u0441\u0442\u043e\u0432\u0430\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0441 \u0440\u0430\u0437\u043d\u044b\u043c \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u0435\u043c \u0434\u043b\u044f \u0430\u0434\u043c\u0438\u043d\u0430 \u0438 \u044e\u0437\u0432\u0435\u0440\u044f - \u0432\u044b \u0430\u0434\u043c\u0438\u043d\"\"\"\n\n ARGS = (arguments.String(\"adminArg\", \"\u0430\u0434\u043c\u0438\u043d\u0441\u043a\u0438\u0439 \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\"),)\n\n async def _execute(self):\n await self.send_message(\n subject=f\"\u0412\u044b \u0430\u0434\u043c\u0438\u043d. \u0412\u0430\u0448 \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442: {self.adminArg}\",\n )\n\n\n@dispatcher.register_callable_command\nclass TestHumanCallableCommandWithReplies(BaseCommand):\n \"\"\"\u0422\u0435\u0441\u0442\u043e\u0432\u0430\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0441 \u043e\u0442\u0432\u0435\u0442\u0430\u043c\u0438\"\"\"\n\n CMD = \"replies\"\n\n async def _execute(self):\n replies = [f\"Replies \u2116:{i}\" for i in range(3)]\n await self.send_message(\n subject=\"Replies test\",\n replies=replies,\n )\n\n\n@dispatcher.register_callable_command\nclass TestHumanCallableCommandWithIssue(BaseCommand):\n \"\"\"\u0422\u0435\u0441\u0442\u043e\u0432\u0430\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0438 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439\"\"\"\n\n CMD = \"issue\"\n ISSUE_PREFIX = \"test-\"\n\n async def _execute(self):\n issue_id = str(random.randint(0, 1000))\n\n problem_text = \">>Disaster<< We have a problem!\"\n problem_issue = Issue(issue_id, \"PROBLEM\", self.ISSUE_PREFIX)\n await self.send_message(\n subject=problem_text,\n issue=problem_issue,\n )\n\n await asyncio.sleep(2)\n\n resolved_issue = Issue(issue_id, \"RESOLVED\", self.ISSUE_PREFIX)\n resolved_text = \">>OK<< The problem is not with us ))0\"\n await self.send_message(\n subject=resolved_text,\n issue=resolved_issue,\n )\n\n\n@dispatcher.register_callable_command\nclass TestHumanCallableCommandWithBadTemplate(BaseCommand):\n \"\"\"\u0422\u0435\u0441\u0442\u043e\u0432\u0430\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0441 `\u043f\u043b\u043e\u0445\u0438\u043c` JSON-\u0448\u0430\u0431\u043b\u043e\u043d\u043e\u043c\"\"\"\n\n CMD = \"badTemplate\"\n JSON_TMPL_FILE = \"bad_template.json\"\n PATH_TO_FILE = __file__\n\n async def _execute(self):\n ...\n\n\n@dispatcher.register_callable_command\nclass TestHumanCallableCommandWithGoodTemplate(BaseCommand):\n \"\"\"\u0442\u0435\u0441\u0442\u043e\u0432\u0430\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0441 `\u0445\u043e\u0440\u043e\u0448\u0438\u043c` JSON-\u0448\u0430\u0431\u043b\u043e\u043d\u043e\u043c\"\"\"\n\n CMD = \"goodTemplate\"\n JSON_TMPL_FILE = \"good_template.json\"\n PATH_TO_FILE = __file__\n\n async def _execute(self:\n await self.send_message(\n subject=\"Good template\",\n text=str(self.template),\n )\n\n\n@dispatcher.register_callable_command\n\n ... [21 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 Unmatched closing bracket ')' at line 65\n \u2022 Unclosed '(' at line 92 - expected ')'\n\n Fix: Add missing ')' bracket at line 92"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
c48a60f4c705bb0f1ca6af631037eb9ea13c9e7b
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from __future__ import division, print_function import os import numpy as np from bisect import bisect import utils def compute_and_write(data_dir, track_list=None, features=None): """Compute frame-based features for all audio files in a folder. Args: data_dir (str): where to write features track_list (str or None): list of file ids. Set to None to infer from files in beats_dir and onsets_dir. features (dict): dictionary with (unique) feature names as keys and tuples as values, each containing a feature extraction function and a parameter dictionary. Feature extraction functions can be any function that returns one or more 1d or 2d-arrays that share their first dimension. Required global variables: beats_dir (str): where to find beat data onsets_dir (str): where to find onset data """ if features is None: features = {'tempo': (local_tempo, {}), 'log_norm_ioi': (log_ioi, {'normalize_ioi': True}), 'log_norm_ioi_hist': (ioi_histogram, {'min_length': -3, 'max_length': 3, 'step': 0.5}), 'rpvi': (raw_pvi, {'normalize_ioi': False}), 'npvi': (norm_pvi, {'normalize_ioi': False})} if track_list is None: onsets_ids = [filename.split('.')[0] for filename in os.listdir(onsets_dir)] beats_ids = [filename.split('.')[0] for filename in os.listdir(beats_dir)] track_list = list(set(onsets_ids + beats_ids)) for track_id in track_list: print("Computing features for track {}...".format(track_id)) for feature in features: # run feature function func, params = features[feature] X = func(track_id, **params) # flatten X = X.flatten() # write utils.write_feature(X, [data_dir, feature, track_id]) # feature functions def ioi_histogram(track_id, min_length = -3, max_length = 3, step=0.5): """Compute a IOI histogram, with bins logarithmically spaced between `min_length` (def: -3) and `max_length` (3), with step `step` (0.5). """ ioi = log_ioi(track_id) halfstep = step / 2.0 nbins = (max_length - min_length) / step + 1 binedges = np.linspace(min_length - halfstep, max_length + halfstep, nbins + 1) ioi_hist, _ = np.histogram(ioi, binedges) ioi_hist = ioi_hist / np.sum(ioi_hist) return ioi_hist def log_ioi(track_id, normalize_ioi=True): """Read beat and IOI data and return the log of the IOI normalized by beat length. """ if normalize_ioi: onset_intervals = normalized_ioi(track_id) else: _, onset_intervals = get_onsets(track_id) return np.array(np.log2(onset_intervals)) ... [7 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 12 • Block at line 42 has no indented body Fixes: • Complete the expression on the last line • Add closing quote at line 12 • Fix indentation to match Python syntax rules
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 2,894
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\nfrom __future__ import division, print_function\n\nimport os\nimport numpy as np\nfrom bisect import bisect\n\nimport utils\n\n\ndef compute_and_write(data_dir, track_list=None, features=None):\n \"\"\"Compute frame-based features for all audio files in a folder.\n\n Args:\n data_dir (str): where to write features\n track_list (str or None): list of file ids. Set to None to infer from\n files in beats_dir and onsets_dir.\n features (dict): dictionary with (unique) feature names as keys and \n tuples as values, each containing a feature extraction function and a\n parameter dictionary.\n Feature extraction functions can be any function that returns one\n or more 1d or 2d-arrays that share their first dimension.\n\n Required global variables:\n beats_dir (str): where to find beat data\n onsets_dir (str): where to find onset data\n \"\"\"\n if features is None:\n features = {'tempo': (local_tempo, {}),\n 'log_norm_ioi': (log_ioi, {'normalize_ioi': True}),\n 'log_norm_ioi_hist': (ioi_histogram, {'min_length': -3, 'max_length': 3, 'step': 0.5}),\n 'rpvi': (raw_pvi, {'normalize_ioi': False}),\n 'npvi': (norm_pvi, {'normalize_ioi': False})}\n\n if track_list is None:\n onsets_ids = [filename.split('.')[0] for filename in os.listdir(onsets_dir)]\n beats_ids = [filename.split('.')[0] for filename in os.listdir(beats_dir)]\n\n track_list = list(set(onsets_ids + beats_ids))\n\n\n for track_id in track_list:\n\n print(\"Computing features for track {}...\".format(track_id))\n\n for feature in features:\n\n # run feature function\n func, params = features[feature]\n X = func(track_id, **params)\n\n # flatten\n X = X.flatten()\n\n # write\n utils.write_feature(X, [data_dir, feature, track_id])\n\n\n# feature functions\n\n\ndef ioi_histogram(track_id, min_length = -3, max_length = 3, step=0.5):\n \"\"\"Compute a IOI histogram, with bins logarithmically spaced between\n `min_length` (def: -3) and `max_length` (3), with step `step` (0.5).\n \"\"\"\n ioi = log_ioi(track_id)\n\n halfstep = step / 2.0\n nbins = (max_length - min_length) / step + 1\n binedges = np.linspace(min_length - halfstep, max_length + halfstep, nbins + 1)\n\n ioi_hist, _ = np.histogram(ioi, binedges)\n ioi_hist = ioi_hist / np.sum(ioi_hist)\n\n return ioi_hist\n\n\ndef log_ioi(track_id, normalize_ioi=True):\n \"\"\"Read beat and IOI data and return the log of the IOI\n normalized by beat length.\n \"\"\"\n if normalize_ioi:\n onset_intervals = normalized_ioi(track_id)\n else:\n _, onset_intervals = get_onsets(track_id)\n \n return np.array(np.log2(onset_intervals))\n\n\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 12\n \u2022 Block at line 42 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 12\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
c48b35fb97d82ad81527d414a985b491516a4775
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: # coding: utf-8 ... [1 more functiondefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 64
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# coding: utf-8\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
09ffe7afd425e747e86097e93988f82005262ba8
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: from flask import Flask, request, jsonify, current_app from flask.json import JSONEncoder from sqlalchemy import create_engine, text ## Default JSON encoder는 set를 JSON으로 변환할 수 없다. ## 그럼으로 커스텀 엔코더를 작성해서 set을 list로 변환하여 ## JSON으로 변환 가능하게 해주어야 한다. class CustomJSONEncoder(JSONEncoder): def default(self, obj): if isinstance(obj, set): return list(obj) return JSONEncoder.default(self, obj) def get_user(user_id): user = current_app.database.execute(text(""" SELECT id, name, email, profile FROM users WHERE id = :user_id """), { 'user_id' : user_id }).fetchone() return { 'id' : user['id'], 'name' : user['name'], 'email' : user['email'], 'profile' : user['profile'] } if user else None def insert_user(user): return current_app.database.execute(text(""" INSERT INTO users ( name, email, profile, hashed_password ) VALUES ( :name, :email, :profile, :password ) """), user).lastrowid def insert_tweet(user_tweet): return current_app.database.execute(text(""" INSERT INTO tweets ( user_id, tweet ) VALUES ( :id, :tweet ) """), user_tweet).rowcount def insert_follow(user_follow): return current_app.database.execute(text(""" INSERT INTO users_follow_list ( user_id, follow_user_id ) VALUES ( :id, :follow )
|
"""), user_follow).rowcount def insert_unfollow(user_unfollow): return current_app.database.execute(text(""" DELETE FROM users_follow_list WHERE user_id = :id AND follow_user_id = :unfollow """), user_unfollow).rowcount def get_timeline(user_id): timeline = current_app.database.execute(text(""" SELECT t.user_id, t.tweet FROM tweets t LEFT JOIN users_follow_list ufl ON ufl.user_id = :user_id WHERE t.user_id = :user_id OR t.user_id = ufl.follow_user_id """), { 'user_id' : user_id }).fetchall() return [{ 'user_id' : tweet['user_id'], 'tweet' : tweet['tweet'] } for tweet in timeline] def create_app(test_config = None): app = Flask(__name__) app.json_encoder = CustomJSONEncoder if test_config is None: app.config.from_pyfile("config.py") else: app.config.update(test_config) database = create_engine(app.config['DB_URL'], encoding = 'utf-8', max_overflow = 0) app.database = database @app.route("/ping", methods=['GET']) def ping(): return "pong" @app.route("/sign-up", methods=['POST']) ... [5 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 9
| 1
| 2,935
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom flask import Flask, request, jsonify, current_app\nfrom flask.json import JSONEncoder\nfrom sqlalchemy import create_engine, text\n\n## Default JSON encoder\ub294 set\ub97c JSON\uc73c\ub85c \ubcc0\ud658\ud560 \uc218 \uc5c6\ub2e4.\n## \uadf8\ub7fc\uc73c\ub85c \ucee4\uc2a4\ud140 \uc5d4\ucf54\ub354\ub97c \uc791\uc131\ud574\uc11c set\uc744 list\ub85c \ubcc0\ud658\ud558\uc5ec\n## JSON\uc73c\ub85c \ubcc0\ud658 \uac00\ub2a5\ud558\uac8c \ud574\uc8fc\uc5b4\uc57c \ud55c\ub2e4.\nclass CustomJSONEncoder(JSONEncoder):\n def default(self, obj):\n if isinstance(obj, set):\n return list(obj)\n\n return JSONEncoder.default(self, obj)\n\ndef get_user(user_id):\n user = current_app.database.execute(text(\"\"\"\n SELECT \n id,\n name,\n email,\n profile\n FROM users\n WHERE id = :user_id\n \"\"\"), {\n 'user_id' : user_id \n }).fetchone()\n\n return {\n 'id' : user['id'],\n 'name' : user['name'],\n 'email' : user['email'],\n 'profile' : user['profile']\n } if user else None\n\ndef insert_user(user):\n return current_app.database.execute(text(\"\"\"\n INSERT INTO users (\n name,\n email,\n profile,\n hashed_password\n ) VALUES (\n :name,\n :email,\n :profile,\n :password\n )\n \"\"\"), user).lastrowid\n\ndef insert_tweet(user_tweet):\n return current_app.database.execute(text(\"\"\"\n INSERT INTO tweets (\n user_id,\n tweet\n ) VALUES (\n :id,\n :tweet\n )\n \"\"\"), user_tweet).rowcount\n\ndef insert_follow(user_follow):\n return current_app.database.execute(text(\"\"\"\n INSERT INTO users_follow_list (\n user_id,\n follow_user_id\n ) VALUES (\n :id,\n :follow\n )"}, {"role": "assistant", "content": "\n \"\"\"), user_follow).rowcount\n\ndef insert_unfollow(user_unfollow):\n return current_app.database.execute(text(\"\"\"\n DELETE FROM users_follow_list\n WHERE user_id = :id\n AND follow_user_id = :unfollow\n \"\"\"), user_unfollow).rowcount\n\ndef get_timeline(user_id):\n timeline = current_app.database.execute(text(\"\"\"\n SELECT \n t.user_id,\n t.tweet\n FROM tweets t\n LEFT JOIN users_follow_list ufl ON ufl.user_id = :user_id\n WHERE t.user_id = :user_id \n OR t.user_id = ufl.follow_user_id\n \"\"\"), {\n 'user_id' : user_id \n }).fetchall()\n\n return [{\n 'user_id' : tweet['user_id'],\n 'tweet' : tweet['tweet']\n } for tweet in timeline]\n\ndef create_app(test_config = None):\n app = Flask(__name__)\n\n app.json_encoder = CustomJSONEncoder\n\n if test_config is None:\n app.config.from_pyfile(\"config.py\")\n else:\n app.config.update(test_config)\n\n database = create_engine(app.config['DB_URL'], encoding = 'utf-8', max_overflow = 0)\n app.database = database\n\n @app.route(\"/ping\", methods=['GET'])\n def ping():\n return \"pong\"\n\n @app.route(\"/sign-up\", methods=['POST'])\n\n ... [5 more functiondefs truncated] ..."}]
| false
| null | null | null |
67004eb048538376a01560a2530f5888f71cc3bb
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: import os import db import sys import time import daqts import logging import argparse import threading import numpy as np from admin import IocAdmin from pcaspy import SimpleServer, Driver, Severity, Alarm class CameraDriver(Driver): def __init__(self, pvdb, dtype, platform, readout_grp, interface, prefix, ioc_prefix, ioc_name, config_op=None): super(CameraDriver, self).__init__() self.run = True self.acq_count = 0 self.prefix = prefix self.pvdb = pvdb self.dtype = dtype self.config_op = config_op self.need_conf = threading.Event() self.setParam('READOUT', readout_grp) self.setParam('PLATFORM', platform) self.ioc = IocAdmin(ioc_name, ioc_prefix, self, ioc_data=IOC_DATA) self.confpv = self.get_tagged_pvs('config') self.readonly = self.get_tagged_pvs('readonly') self.cmds = self.get_tagged_pvs('command') for pv in self.pvdb.keys(): # remove the invalid state self.setParamStatus(pv, Alarm.NO_ALARM, Severity.NO_ALARM) self.configure(self.config) self.ts = daqts.make_timestamp_reader(platform, readout_grp, interface) self.cam_thread = threading.Thread(name="camera", target=self.acquire) self.cam_thread.setDaemon(True) self.cam_thread.start() def get_tagged_pvs(self, tag): tagged = [] # main db for key, value in self.pvdb.iteritems(): if value.get(tag, False): tagged.append(key) # iocAdmin db for key, value in self.ioc.pvdb.iteritems(): if value.get(tag, False): tagged.append(key) return tagged def patch_ts(self, reason, fid): self.pvDB[reason].time.nsec = (self.pvDB[reason].time.nsec & ~0x1ffff) | (fid&0x1ffff) @property def config(self): return { name : self.getParam(name) for name in self.confpv } def configure(self, config): if self.config_op is not None: self.config_op(config) ... [8 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
database
|
refactoring
|
Pythoncode:Python
| 5
| 1
| 2,111
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\nimport db\nimport sys\nimport time\nimport daqts\nimport logging\nimport argparse\nimport threading\nimport numpy as np\n\nfrom admin import IocAdmin\nfrom pcaspy import SimpleServer, Driver, Severity, Alarm\n\n\nclass CameraDriver(Driver):\n def __init__(self, pvdb, dtype, platform, readout_grp, interface, prefix, ioc_prefix, ioc_name, config_op=None):\n super(CameraDriver, self).__init__()\n self.run = True\n self.acq_count = 0\n self.prefix = prefix\n self.pvdb = pvdb\n self.dtype = dtype\n self.config_op = config_op\n self.need_conf = threading.Event()\n self.setParam('READOUT', readout_grp)\n self.setParam('PLATFORM', platform)\n self.ioc = IocAdmin(ioc_name, ioc_prefix, self, ioc_data=IOC_DATA)\n self.confpv = self.get_tagged_pvs('config')\n self.readonly = self.get_tagged_pvs('readonly')\n self.cmds = self.get_tagged_pvs('command')\n for pv in self.pvdb.keys():\n # remove the invalid state\n self.setParamStatus(pv, Alarm.NO_ALARM, Severity.NO_ALARM)\n\n self.configure(self.config)\n\n self.ts = daqts.make_timestamp_reader(platform, readout_grp, interface)\n self.cam_thread = threading.Thread(name=\"camera\", target=self.acquire)\n self.cam_thread.setDaemon(True)\n self.cam_thread.start()\n\n def get_tagged_pvs(self, tag):\n tagged = []\n # main db\n for key, value in self.pvdb.iteritems():\n if value.get(tag, False):\n tagged.append(key)\n # iocAdmin db\n for key, value in self.ioc.pvdb.iteritems():\n if value.get(tag, False):\n tagged.append(key)\n return tagged\n\n def patch_ts(self, reason, fid):\n self.pvDB[reason].time.nsec = (self.pvDB[reason].time.nsec & ~0x1ffff) | (fid&0x1ffff)\n\n @property\n def config(self):\n return { name : self.getParam(name) for name in self.confpv }\n\n def configure(self, config):\n if self.config_op is not None:\n self.config_op(config)\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 |
670102e7240458cfdbcc5e3f181b9fb1875f7095
|
TheStack--python--010.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- # Relational database models for Montage import json import time import random import string import datetime import itertools from collections import Counter, defaultdict from math import ceil from pyvotecore.schulze_npr import SchulzeNPR from sqlalchemy import (Text, Column, String, Integer, Float, Boolean, DateTime, TIMESTAMP, ForeignKey, inspect) from sqlalchemy.sql import func, asc, distinct from sqlalchemy.orm import relationship, joinedload from sqlalchemy.sql.expression import select from sqlalchemy.ext.declarative import declarative_base from sqlalchemy.ext.associationproxy import association_proxy from boltons.strutils import slugify from boltons.iterutils import chunked, first, unique_iter, bucketize from boltons.statsutils import mean from clastic.errors import Forbidden from utils import (format_date, to_unicode, get_mw_userid, weighted_choice, PermissionDenied, InvalidAction, NotImplementedResponse, DoesNotExist, get_env_name, load_default_series, js_isoparse) from imgutils import make_mw_img_url import loaders from simple_serdes import DictableBase, JSONEncodedDict Base = declarative_base(cls=DictableBase) ONE_MEGAPIXEL = 1e6 DEFAULT_MIN_RESOLUTION = 2 * ONE_MEGAPIXEL IMPORT_CHUNK_SIZE = 200 # By default, srounds will support all the file types allowed on # Wikimedia Commons -- see: Commons:Project_scope/Allowable_file_types DEFAULT_ALLOWED_FILETYPES = ['jpeg', 'png', 'gif', 'svg', 'tiff', 'xcf', 'webp'] # Some basic config settings DEFAULT_ROUND_CONFIG = {'show_link': True, 'show_filename': True, 'show_resolution': True, 'dq_by_upload_date': True, 'dq_by_resolution': False, 'dq_by_uploader': False, 'dq_by_filetype': True, 'allowed_filetypes': DEFAULT_ALLOWED_FILETYPES, 'min_resolution': DEFAULT_MIN_RESOLUTION, 'dq_coords': True, 'dq_organizers': True, 'dq_maintainers': True} # Status ACTIVE_STATUS = 'active' PAUSED_STATUS = 'paused' CANCELLED_STATUS = 'cancelled' FINALIZED_STATUS = 'finalized' COMPLETED_STATUS = 'completed' PUBLISHED_STATUS = 'published' PRIVATE_STATUS = 'private' VALID_STATUS = [ACTIVE_STATUS, PAUSED_STATUS, CANCELLED_STATUS, FINALIZED_STATUS, COMPLETED_STATUS, PUBLISHED_STATUS, PRIVATE_STATUS] ENV_NAME = get_env_name() """ Column ordering and groupings: * ID * Data * Metadata (creation date) * 1- ... [code truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 90 Block at line 91 has no indented body SyntaxError: unterminated triple-quoted string literal (detected at line 97) at line 90 ⚠️ Warnings: Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 💡 Suggestions: Complete the expression on the last line Add closing quote at line 90 Review code syntax
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 3,033
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n# Relational database models for Montage\nimport json\nimport time\nimport random\nimport string\nimport datetime\nimport itertools\nfrom collections import Counter, defaultdict\nfrom math import ceil\n\nfrom pyvotecore.schulze_npr import SchulzeNPR\nfrom sqlalchemy import (Text,\n Column,\n String,\n Integer,\n Float,\n Boolean,\n DateTime,\n TIMESTAMP,\n ForeignKey,\n inspect)\nfrom sqlalchemy.sql import func, asc, distinct\nfrom sqlalchemy.orm import relationship, joinedload\nfrom sqlalchemy.sql.expression import select\nfrom sqlalchemy.ext.declarative import declarative_base\nfrom sqlalchemy.ext.associationproxy import association_proxy\n\nfrom boltons.strutils import slugify\nfrom boltons.iterutils import chunked, first, unique_iter, bucketize\nfrom boltons.statsutils import mean\n\nfrom clastic.errors import Forbidden\n\nfrom utils import (format_date,\n to_unicode,\n get_mw_userid,\n weighted_choice,\n PermissionDenied, InvalidAction, NotImplementedResponse,\n DoesNotExist,\n get_env_name,\n load_default_series,\n js_isoparse)\n\nfrom imgutils import make_mw_img_url\nimport loaders\nfrom simple_serdes import DictableBase, JSONEncodedDict\n\nBase = declarative_base(cls=DictableBase)\n\nONE_MEGAPIXEL = 1e6\nDEFAULT_MIN_RESOLUTION = 2 * ONE_MEGAPIXEL\nIMPORT_CHUNK_SIZE = 200\n\n# By default, srounds will support all the file types allowed on\n# Wikimedia Commons -- see: Commons:Project_scope/Allowable_file_types\nDEFAULT_ALLOWED_FILETYPES = ['jpeg', 'png', 'gif', 'svg', 'tiff',\n 'xcf', 'webp']\n\n# Some basic config settings\nDEFAULT_ROUND_CONFIG = {'show_link': True,\n 'show_filename': True,\n 'show_resolution': True,\n 'dq_by_upload_date': True,\n 'dq_by_resolution': False,\n 'dq_by_uploader': False,\n 'dq_by_filetype': True,\n 'allowed_filetypes': DEFAULT_ALLOWED_FILETYPES,\n 'min_resolution': DEFAULT_MIN_RESOLUTION,\n 'dq_coords': True,\n 'dq_organizers': True,\n 'dq_maintainers': True}\n\n# Status\nACTIVE_STATUS = 'active'\nPAUSED_STATUS = 'paused'\nCANCELLED_STATUS = 'cancelled'\nFINALIZED_STATUS = 'finalized'\nCOMPLETED_STATUS = 'completed'\nPUBLISHED_STATUS = 'published'\nPRIVATE_STATUS = 'private'\n\nVALID_STATUS = [ACTIVE_STATUS, PAUSED_STATUS, CANCELLED_STATUS,\n FINALIZED_STATUS, COMPLETED_STATUS, PUBLISHED_STATUS,\n PRIVATE_STATUS]\n\nENV_NAME = get_env_name()\n\n\"\"\"\nColumn ordering and groupings:\n* ID\n* Data\n* Metadata (creation date)\n* 1-\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 90\n Block at line 91 has no indented body\n SyntaxError: unterminated triple-quoted string literal (detected at line 97) at line 90\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 90\n Review code syntax"}]
| false
| null | null | null |
6702237615c1b18485f861c0cc82dcba430da890
|
TheStack--python--010.parquet
|
Complete this incomplete Pythoncode:Python code: from types import FunctionType, FrameType, GeneratorType from sys import version_info try: from sys import _clear_type_cache except ImportError: # Python < 2.6 has no type cache, so we don't have to clear it def _clear_type_cache(): pass from .cpython import dictionary_of from .restorable_dict import RestorableDict builtin_function = type(len) class HideAttributes: """ Hide unsafe frame attributes from the Python space: * frame.xxx * function.xxx """ def __init__(self): self.dict_dict = RestorableDict(dictionary_of(dict)) self.function_dict = RestorableDict(dictionary_of(FunctionType)) self.frame_dict = RestorableDict(dictionary_of(FrameType)) self.type_dict = RestorableDict(dictionary_of(type)) self.builtin_func_dict = RestorableDict(dictionary_of(builtin_function)) self.generator_dict = RestorableDict(dictionary_of(GeneratorType)) def enable(self, sandbox): # Blacklist all dict methods able to modify a dict, to protect # ReadOnlyBuiltins for name in ( '__init__', 'clear', '__delitem__', 'pop', 'popitem', 'setdefault', '__setitem__', 'update'): del self.dict_dict[name] if version_info < (3, 0): del self.function_dict['func_closure'] del self.function_dict['func_globals'] del self.function_dict['func_code'] del self.function_dict['func_defaults'] if version_info >= (2, 6): del self.function_dict['__closure__'] del self.function_dict['__globals__'] del self.function_dict['__code__'] del self.function_dict['__defaults__'] del self.frame_dict['f_locals'] if ('code' not in sandbox.config.features) \ and ('traceback' not in sandbox.config.features): del self.frame_dict['f_code'] del self.type_dict['__subclasses__'] del self.builtin_func_dict['__self__'] if version_info >= (2, 6) \ and ('code' not in sandbox.config.features): del self.generator_dict['gi_code'] _clear_type_cache() def disable(self, sandbox): self.dict_dict.restore() self.function_dict.restore() self.frame_dict.restore() ... code continues ...
|
Completion: Missing: Function 'disable' is incomplete - body truncated To complete: • Complete the function 'disable' body and add missing return Example continuation: self.type_dict.restore() self.builtin_func_dict.restore() self.generator_dict.restore() # Python 2.6+ uses a method cache: clear it to avoid errors _clear_type_cache()
|
advanced
|
ui
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 2,295
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom types import FunctionType, FrameType, GeneratorType\nfrom sys import version_info\ntry:\n from sys import _clear_type_cache\nexcept ImportError:\n # Python < 2.6 has no type cache, so we don't have to clear it\n def _clear_type_cache():\n pass\n\nfrom .cpython import dictionary_of\nfrom .restorable_dict import RestorableDict\n\nbuiltin_function = type(len)\n\nclass HideAttributes:\n \"\"\"\n Hide unsafe frame attributes from the Python space:\n * frame.xxx\n * function.xxx\n \"\"\"\n def __init__(self):\n self.dict_dict = RestorableDict(dictionary_of(dict))\n self.function_dict = RestorableDict(dictionary_of(FunctionType))\n self.frame_dict = RestorableDict(dictionary_of(FrameType))\n self.type_dict = RestorableDict(dictionary_of(type))\n self.builtin_func_dict = RestorableDict(dictionary_of(builtin_function))\n self.generator_dict = RestorableDict(dictionary_of(GeneratorType))\n\n def enable(self, sandbox):\n # Blacklist all dict methods able to modify a dict, to protect\n # ReadOnlyBuiltins\n for name in (\n '__init__', 'clear', '__delitem__', 'pop', 'popitem',\n 'setdefault', '__setitem__', 'update'):\n del self.dict_dict[name]\n if version_info < (3, 0):\n del self.function_dict['func_closure']\n del self.function_dict['func_globals']\n del self.function_dict['func_code']\n del self.function_dict['func_defaults']\n if version_info >= (2, 6):\n del self.function_dict['__closure__']\n del self.function_dict['__globals__']\n del self.function_dict['__code__']\n del self.function_dict['__defaults__']\n del self.frame_dict['f_locals']\n if ('code' not in sandbox.config.features) \\\n and ('traceback' not in sandbox.config.features):\n del self.frame_dict['f_code']\n del self.type_dict['__subclasses__']\n del self.builtin_func_dict['__self__']\n if version_info >= (2, 6) \\\n and ('code' not in sandbox.config.features):\n del self.generator_dict['gi_code']\n _clear_type_cache()\n\n def disable(self, sandbox):\n self.dict_dict.restore()\n self.function_dict.restore()\n self.frame_dict.restore()\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'disable' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'disable' body and add missing return\n\n Example continuation:\n self.type_dict.restore()\n self.builtin_func_dict.restore()\n self.generator_dict.restore()\n # Python 2.6+ uses a method cache: clear it to avoid errors\n _clear_type_cache()"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
6702c5679b224f87a6bdffaa0001462aabcc355b
|
TheStack--python--010.parquet
|
Fill in the in this Pythoncode:Python code: """ This file loads the data from the data directory and shows you how. Feel free to change the contents of this file! Do ensure these functions remain functional: - get_business(city, business_id) - get_reviews(city, business_id=None, user_id=None, n=10) - get_user(username) """ import os import json import random DATA_DIR = "data" def load_cities(): """ Finds all cities (all directory names) in ./data Returns a list of city names """ return os.listdir(DATA_DIR) def load(cities, data_filename): """ Given a list of city names, for each city extract all data from ./data/<city>/<data_filename>.json Returns a dictionary of the form: { <city1>: [<entry1>, <entry2>, ...], <city2>: [<entry1>, <entry2>, ...], ... } """ data = {} for city in cities: city_data = [] with open(f"{DATA_DIR}/{city}/{data_filename}.json", "r") as f: for line in f: city_data.append(json.loads(line)) data[city] = city_data return data def get_business(city, business_id): """ Given a city name and a business id, return that business's data. Returns a dictionary of the form: { name:str, business_id:str, stars:str, ... } """ for business in BUSINESSES[city]: if business["business_id"] == business_id: return business raise IndexError(f"invalid business_id {business_id}") def get_reviews(city, business_id=None, user_id=None, n=10): # Complete this line Given a city name and optionally a business id and/or auser id, return n reviews for that business/user combo in that city. Returns a dictionary of the form: { text:str, stars:str, ... } """ def should_keep(review): if business_id and review["business_id"] != business_id: return False if user_id and review["user_id"] != user_id: return False return True reviews = REVIEWS[city] reviews = [review for review in reviews if should_keep(review)] return random.sample(reviews, min(n, len(reviews))) def get_user(username): """ Get a user by its username Returns a dictionary of the form: { user_id:str, name:str, ... } """ for city, users in USERS.items(): for user in users: if user["name"] == username: return user raise IndexError(f"invalid username {username}") CITIES = load_cities() USERS = load(CITIES, "user") BUSINESSES = load(CITIES, "business") REVIEWS = load(CITIES, "review") TIPS = load(CITIES, "tip") CHECKINS = load(CITIES, "checkin")
|
The missing line is: """
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 6
| 0
| 2,811
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"\nThis file loads the data from the data directory and shows you how.\nFeel free to change the contents of this file!\nDo ensure these functions remain functional:\n - get_business(city, business_id)\n - get_reviews(city, business_id=None, user_id=None, n=10)\n - get_user(username)\n\"\"\"\n\nimport os\nimport json\nimport random\n\nDATA_DIR = \"data\"\n\n\ndef load_cities():\n \"\"\"\n Finds all cities (all directory names) in ./data\n Returns a list of city names\n \"\"\"\n return os.listdir(DATA_DIR)\n\n\ndef load(cities, data_filename):\n \"\"\"\n Given a list of city names,\n for each city extract all data from ./data/<city>/<data_filename>.json\n Returns a dictionary of the form:\n {\n <city1>: [<entry1>, <entry2>, ...],\n <city2>: [<entry1>, <entry2>, ...],\n ...\n }\n \"\"\"\n data = {}\n for city in cities:\n city_data = []\n with open(f\"{DATA_DIR}/{city}/{data_filename}.json\", \"r\") as f:\n for line in f:\n city_data.append(json.loads(line))\n data[city] = city_data\n return data\n\n\ndef get_business(city, business_id):\n \"\"\"\n Given a city name and a business id, return that business's data.\n Returns a dictionary of the form:\n {\n name:str,\n business_id:str,\n stars:str,\n ...\n }\n \"\"\"\n for business in BUSINESSES[city]:\n if business[\"business_id\"] == business_id:\n return business\n raise IndexError(f\"invalid business_id {business_id}\")\n\n\ndef get_reviews(city, business_id=None, user_id=None, n=10):\n # Complete this line\n Given a city name and optionally a business id and/or auser id,\n return n reviews for that business/user combo in that city.\n Returns a dictionary of the form:\n {\n text:str,\n stars:str,\n ...\n }\n \"\"\"\n def should_keep(review):\n if business_id and review[\"business_id\"] != business_id:\n return False\n if user_id and review[\"user_id\"] != user_id:\n return False\n return True\n\n reviews = REVIEWS[city]\n reviews = [review for review in reviews if should_keep(review)]\n return random.sample(reviews, min(n, len(reviews)))\n\n\ndef get_user(username):\n \"\"\"\n Get a user by its username\n Returns a dictionary of the form:\n {\n user_id:str,\n name:str,\n ...\n }\n \"\"\"\n for city, users in USERS.items():\n for user in users:\n if user[\"name\"] == username:\n return user\n raise IndexError(f\"invalid username {username}\")\n\n\nCITIES = load_cities()\nUSERS = load(CITIES, \"user\")\nBUSINESSES = load(CITIES, \"business\")\nREVIEWS = load(CITIES, \"review\")\nTIPS = load(CITIES, \"tip\")\nCHECKINS = load(CITIES, \"checkin\")"}, {"role": "assistant", "content": "The missing line is:\n \"\"\""}]
| false
| null | null | null |
6704ce00300cf2f3867609b064ed4be7fa790c07
|
TheStack--python--010.parquet
|
Fill in the in this Pythoncode:Python code: import argparse from vex import exceptions def make_arg_parser(): """Return a standard ArgumentParser object. """ parser = argparse.ArgumentParser( formatter_class=argparse.RawTextHelpFormatter, usage="vex [OPTIONS] VIRTUALENV_NAME COMMAND_TO_RUN ...", ) make = parser.add_argument_group(title="To make a new virtualenv") make.add_argument( "-m", "--make", action="store_true", help="make named virtualenv before running command" ) make.add_argument( "--python", help="specify which python for virtualenv to be made", action="store", default=None, ) make.add_argument( "--site-packages", help="allow site package imports from new virtualenv", action="store_true", ) make.add_argument( "--always-copy", help="use copies instead of symlinks in new virtualenv", action="store_true", ) remove = parser.add_argument_group(title="To remove a virtualenv") remove.add_argument( "-r", "--remove", action="store_true", help="remove the named virtualenv after running command" ) parser.add_argument( "--path", metavar="DIR", help="absolute path to virtualenv to use", action="store" ) parser.add_argument( "--cwd", metavar="DIR", action="store", default=".", # Complete this line ) parser.add_argument( "--config", metavar="FILE", default=None, action="store", help="path to config file to read (default: '~/.vexrc')" ) parser.add_argument( "--shell-config", metavar="SHELL", dest="shell_to_configure", action="store", default=None, help="print optional config for the specified shell" ) parser.add_argument( "--list", metavar="PREFIX", nargs="?", const="", default=None, help="print a list of available virtualenvs [matching PREFIX]", action="store" ) parser.add_argument( "--version", help="print the version of vex that is being run", action="store_true" ) parser.add_argument( "rest", nargs=argparse.REMAINDER, help=argparse.SUPPRESS) return parser def get_options(argv): """Called to parse the given list as command-line arguments. :returns: an options object as returned by argparse. """ arg_parser = make_arg_parser() options, unknown = arg_parser.parse_known_args(argv) if unknown: arg_parser.print_help() raise exceptions.UnknownArguments( "unknown args: {0!r}".format(unknown)) options.print_help = arg_parser.print_help return options
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The missing line is: help="path to run command in (default: '.' aka $PWD)",
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intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 2,875
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport argparse\nfrom vex import exceptions\n\n\ndef make_arg_parser():\n \"\"\"Return a standard ArgumentParser object.\n \"\"\"\n parser = argparse.ArgumentParser(\n formatter_class=argparse.RawTextHelpFormatter,\n usage=\"vex [OPTIONS] VIRTUALENV_NAME COMMAND_TO_RUN ...\",\n )\n\n make = parser.add_argument_group(title=\"To make a new virtualenv\")\n make.add_argument(\n \"-m\", \"--make\",\n action=\"store_true\",\n help=\"make named virtualenv before running command\"\n )\n make.add_argument(\n \"--python\",\n help=\"specify which python for virtualenv to be made\",\n action=\"store\",\n default=None,\n )\n make.add_argument(\n \"--site-packages\",\n help=\"allow site package imports from new virtualenv\",\n action=\"store_true\",\n )\n make.add_argument(\n \"--always-copy\",\n help=\"use copies instead of symlinks in new virtualenv\",\n action=\"store_true\",\n )\n\n remove = parser.add_argument_group(title=\"To remove a virtualenv\")\n remove.add_argument(\n \"-r\", \"--remove\",\n action=\"store_true\",\n help=\"remove the named virtualenv after running command\"\n )\n\n parser.add_argument(\n \"--path\",\n metavar=\"DIR\",\n help=\"absolute path to virtualenv to use\",\n action=\"store\"\n )\n parser.add_argument(\n \"--cwd\",\n metavar=\"DIR\",\n action=\"store\",\n default=\".\",\n # Complete this line\n )\n parser.add_argument(\n \"--config\",\n metavar=\"FILE\",\n default=None,\n action=\"store\",\n help=\"path to config file to read (default: '~/.vexrc')\"\n )\n parser.add_argument(\n \"--shell-config\",\n metavar=\"SHELL\",\n dest=\"shell_to_configure\",\n action=\"store\",\n default=None,\n help=\"print optional config for the specified shell\"\n )\n parser.add_argument(\n \"--list\",\n metavar=\"PREFIX\",\n nargs=\"?\",\n const=\"\",\n default=None,\n help=\"print a list of available virtualenvs [matching PREFIX]\",\n action=\"store\"\n )\n parser.add_argument(\n \"--version\",\n help=\"print the version of vex that is being run\",\n action=\"store_true\"\n )\n parser.add_argument(\n \"rest\",\n nargs=argparse.REMAINDER,\n help=argparse.SUPPRESS)\n\n return parser\n\n\n\ndef get_options(argv):\n \"\"\"Called to parse the given list as command-line arguments.\n\n :returns:\n an options object as returned by argparse.\n \"\"\"\n arg_parser = make_arg_parser()\n options, unknown = arg_parser.parse_known_args(argv)\n if unknown:\n arg_parser.print_help()\n raise exceptions.UnknownArguments(\n \"unknown args: {0!r}\".format(unknown))\n options.print_help = arg_parser.print_help\n return options"}, {"role": "assistant", "content": "The missing line is:\n help=\"path to run command in (default: '.' aka $PWD)\","}]
| false
| null | null | null |
67086d6a950643dbb92aaa1b319bb0f53bfb9217
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: # Code for working with word search puzzles # # Do not modify the existing code # # Complete the tasks below marked by *task* # # Before submission, you must complete the following header: # # I hear-by decree that all work contained in this file is solely my own # and that I received no help in the creation of this code. # I have read and understood the University of Toronto academic code of # behaviour with regards to plagiarism, and the seriousness of the # penalties that could be levied as a result of committing plagiarism # on an assignment. # # Name: Ibrahim Jomaa # MarkUs Login: jomaaibr # def rotate_puzzle(puzzle): '''(str) -> str Return the puzzle rotated 90 degrees to the left. ''' raw_rows = puzzle.split('\n') rows = [] # if blank lines or trailing spaces are present, remove them for row in raw_rows: row = row.strip() if len(row): rows.append(row) # calculate number of rows and columns in original puzzle num_rows = len(rows) num_cols = len(rows[0]) # an empty row in the rotated puzzle empty_row = [''] * num_rows # create blank puzzle to store the rotation rotated = [] for row in range(num_cols): rotated.append(empty_row[:]) for x in range(num_rows): for y in range(num_cols): rotated[y][x] = rows[x][num_cols - y - 1] # construct new rows from the lists of rotated new_rows = [] for rotated_row in rotated: new_rows.append(''.join(rotated_row)) rotated_puzzle = '\n'.join(new_rows) return rotated_puzzle ... [11 more functiondefs truncated] ...
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Error Analysis: Error Type: MISSING_CONDITION Error: MISSING_CONDITION Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 21 • Block at line 7 has no indented body Fix: Add proper None check or condition
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,696
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Code for working with word search puzzles\r\n#\r\n# Do not modify the existing code\r\n#\r\n# Complete the tasks below marked by *task*\r\n#\r\n# Before submission, you must complete the following header:\r\n#\r\n# I hear-by decree that all work contained in this file is solely my own\r\n# and that I received no help in the creation of this code.\r\n# I have read and understood the University of Toronto academic code of\r\n# behaviour with regards to plagiarism, and the seriousness of the\r\n# penalties that could be levied as a result of committing plagiarism\r\n# on an assignment.\r\n#\r\n# Name: Ibrahim Jomaa\r\n# MarkUs Login: jomaaibr\r\n#\r\n\r\ndef rotate_puzzle(puzzle):\r\n '''(str) -> str\r\n Return the puzzle rotated 90 degrees to the left.\r\n '''\r\n\r\n raw_rows = puzzle.split('\\n')\r\n rows = []\r\n # if blank lines or trailing spaces are present, remove them\r\n for row in raw_rows:\r\n row = row.strip()\r\n if len(row):\r\n rows.append(row)\r\n\r\n # calculate number of rows and columns in original puzzle\r\n num_rows = len(rows)\r\n num_cols = len(rows[0])\r\n\r\n # an empty row in the rotated puzzle\r\n empty_row = [''] * num_rows\r\n\r\n # create blank puzzle to store the rotation\r\n rotated = []\r\n for row in range(num_cols):\r\n rotated.append(empty_row[:])\r\n for x in range(num_rows):\r\n for y in range(num_cols):\r\n rotated[y][x] = rows[x][num_cols - y - 1]\r\n\r\n # construct new rows from the lists of rotated\r\n new_rows = []\r\n for rotated_row in rotated:\r\n new_rows.append(''.join(rotated_row))\r\n\r\n rotated_puzzle = '\\n'.join(new_rows)\r\n\r\n return rotated_puzzle\r\n\r\n\r\n\n ... [11 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_CONDITION\n Error: MISSING_CONDITION\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 21\n \u2022 Block at line 7 has no indented body\n\n Fix: Add proper None check or condition"}]
| true
|
logical
|
MISSING_CONDITION
|
MEDIUM
|
67087d07d4cbb335cc30f19a5a780368dc64c535
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: """ MIT License Copyright (c) 2022 Grapphy Permi
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 1 • SyntaxError: unterminated triple-quoted string literal (detected at line 6) at line 1 Fixes: • Add closing quote at line 1 • Review code syntax
|
advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 0
| 5
| 51
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\"\"\"\nMIT License\n\nCopyright (c) 2022 Grapphy \n\nPermi"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 1\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 6) at line 1\n\n Fixes:\n \u2022 Add closing quote at line 1\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
6708b031577b8ac4d5df67cc1f5238f73c5716f0
|
TheStack--python--010.parquet
|
Complete this incomplete Pythoncode:Python code: import subprocess import os import time import sys def sweep(start, stop, step=1): """Generator function to be used in sweeps. Advantages towards the range python built-in functions_ - Supports floating point arguments - Supports both up and down sweeps - Less memory footprint for large sweeps""" inc = 0 val = start if start < stop: while val <= stop: yield val inc += 1 val = start + inc * step elif start > stop: while start >= stop: yield val inc += 1 val = start + inc * step def sweep_log(start, stop, step=10): """Generator function to be used in sweeps. Advantages towards the range python built-in functions_ - Supports floating point arguments ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: - Supports both up and down sweeps - Less memory footprint for large sweeps""" stp = abs(step) if start < stop: while start <= stop:
|
advanced
|
ui
|
incomplete_code
|
Pythoncode:Python
| 7
| 1
| 818
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport subprocess\r\nimport os\r\nimport time\r\nimport sys\r\n\r\n\r\ndef sweep(start, stop, step=1):\r\n \"\"\"Generator function to be used in sweeps.\r\nAdvantages towards the range python built-in functions_\r\n - Supports floating point arguments\r\n - Supports both up and down sweeps\r\n - Less memory footprint for large sweeps\"\"\"\r\n inc = 0\r\n val = start\r\n if start < stop:\r\n while val <= stop:\r\n yield val\r\n inc += 1\r\n val = start + inc * step\r\n\r\n elif start > stop:\r\n while start >= stop:\r\n yield val\r\n inc += 1\r\n val = start + inc * step\r\n\r\n\r\ndef sweep_log(start, stop, step=10):\r\n \"\"\"Generator function to be used in sweeps.\r\nAdvantages towards the range python built-in functions_\r\n - Supports floating point arguments\r\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 - Supports both up and down sweeps\r\n - Less memory footprint for large sweeps\"\"\"\r\n stp = abs(step)\r\n if start < stop:\r\n while start <= stop:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6709dd23113c2b9cea10142ffab0d0e611b14f56
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: from django.conf.urls import url, include from django.contrib.admin.views.decorators import staff_member_required from django.contrib.auth.decorators import login_required from . import views app_name = 'equipment' urlpatterns = [ # Equipment, with staff permission url(r'^list$', staff_member_required(views.EquipmentAdminListView.as_view()), name='list'), url(r'^create$', staff_member_required(views.EquipmentAdminCreateView.as_view()), name='create'), url(r'^detail/(?P<pk>[0-9]+)$', staff_member_required(views.EquipmentAdminDetailView.as_view()), name='detail'), url(r'^update/(?P<pk>[0-9]+)$', staff_member_required(views.EquipmentAdminUpdateView.as_view()), name='update'), url(r'^export/$', staff_member_required(views.EquipmentExportView.as_view()), name='export-equipment'), url(r'^import/$', staff_member_required(views.EquipmentImportView.as_view()), name='import-equipment'), url(r'^process_import/$', staff_member_required(views.EquipmentProcessImportView.as_view()), name='process-import-equipment'), # Equipment sets url(r'^set/list$', staff_member_required(views.EquipmentSetAdminListView.as_view()), name='list-set'), url(r'^set/create$',
|
staff_member_required(views.EquipmentSetAdminCreateView.as_view()), name='create-set'), url(r'^set/detail/(?P<pk>[0-9]+)$', staff_member_required(views.EquipmentSetAdminDetailView.as_view()), name='detail-set'), url(r'^set/update/(?P<pk>[0-9]+)$', staff_member_required(views.EquipmentSetAdminUpdateView.as_view()), name='update-set'), url(r'^set/export/$', staff_member_required(views.EquipmentSetExportView.as_view()), name='export-equipment-set'), url(r'^set/import/$', staff_member_required(views.EquipmentSetImportView.as_view()), name='import-equipment-set'), url(r'^set/process_import/$', staff_member_required(views.EquipmentSetProcessImportView.as_view()), name='process-import-equipment-set'), # Equipment holder url(r'^holder/update/(?P<pk>[0-9]+)$', login_required(views.EquipmentHolderUpdateView.as_view()), name='update-holder'), ]
|
intermediate
|
ui
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 2,337
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom django.conf.urls import url, include\nfrom django.contrib.admin.views.decorators import staff_member_required\nfrom django.contrib.auth.decorators import login_required\n\nfrom . import views\n\napp_name = 'equipment'\nurlpatterns = [\n\n # Equipment, with staff permission\n\n url(r'^list$',\n staff_member_required(views.EquipmentAdminListView.as_view()),\n name='list'),\n\n url(r'^create$',\n staff_member_required(views.EquipmentAdminCreateView.as_view()),\n name='create'),\n\n url(r'^detail/(?P<pk>[0-9]+)$',\n staff_member_required(views.EquipmentAdminDetailView.as_view()),\n name='detail'),\n\n url(r'^update/(?P<pk>[0-9]+)$',\n staff_member_required(views.EquipmentAdminUpdateView.as_view()),\n name='update'),\n\n url(r'^export/$',\n staff_member_required(views.EquipmentExportView.as_view()),\n name='export-equipment'),\n\n url(r'^import/$',\n staff_member_required(views.EquipmentImportView.as_view()),\n name='import-equipment'),\n\n url(r'^process_import/$',\n staff_member_required(views.EquipmentProcessImportView.as_view()),\n name='process-import-equipment'),\n\n # Equipment sets\n\n url(r'^set/list$',\n staff_member_required(views.EquipmentSetAdminListView.as_view()),\n name='list-set'),\n\n url(r'^set/create$',"}, {"role": "assistant", "content": "\n staff_member_required(views.EquipmentSetAdminCreateView.as_view()),\n name='create-set'),\n\n url(r'^set/detail/(?P<pk>[0-9]+)$',\n staff_member_required(views.EquipmentSetAdminDetailView.as_view()),\n name='detail-set'),\n\n url(r'^set/update/(?P<pk>[0-9]+)$',\n staff_member_required(views.EquipmentSetAdminUpdateView.as_view()),\n name='update-set'),\n\n url(r'^set/export/$',\n staff_member_required(views.EquipmentSetExportView.as_view()),\n name='export-equipment-set'),\n\n url(r'^set/import/$',\n staff_member_required(views.EquipmentSetImportView.as_view()),\n name='import-equipment-set'),\n\n url(r'^set/process_import/$',\n staff_member_required(views.EquipmentSetProcessImportView.as_view()),\n name='process-import-equipment-set'),\n\n # Equipment holder\n\n url(r'^holder/update/(?P<pk>[0-9]+)$',\n login_required(views.EquipmentHolderUpdateView.as_view()),\n name='update-holder'),\n\n]"}]
| false
| null | null | null |
670a0acc3acda3bff5902bf8a813b3cfa8258b15
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. from . import BaseWrapperDataset class ReplaceDataset(BaseWrapperDataset): def __init__(self, dataset, replace_map, offset=0): super().__init__(dataset) assert len(replace_map) > 0 self.replace_map = replace_map self.offset = offset def __getitem__(self, index):
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 16 has no body - expected indented block • IndentationError at line 16 Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 483
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright (c) Facebook, Inc. and its affiliates.\n#\n# This source code is licensed under the MIT license found in the\n# LICENSE file in the root directory of this source tree.\n\nfrom . import BaseWrapperDataset\n\n\nclass ReplaceDataset(BaseWrapperDataset):\n def __init__(self, dataset, replace_map, offset=0):\n super().__init__(dataset)\n assert len(replace_map) > 0\n self.replace_map = replace_map\n self.offset = offset\n\n def __getitem__(self, index):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 16 has no body - expected indented block\n \u2022 IndentationError at line 16\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
670b812f455389de427cf2b93704c0e8cc06f35f
|
TheStack--python--010.parquet
|
Complete this incomplete Pythoncode:Python code: from typing import List, Dict import json import luigi.util import pandas as pd from .lr2ircache_tasks import _CallLr2irCacheApi, _DownloadRankings from .safe_output_task import _SafeOutputTaskBase from .cleanse_bms_table import cleanse_bms_table class MakeBmsTablesJson(_SafeOutputTaskBase): targets = luigi.DictParameter() # type: Dict[str, str] def requires(self): return {table_id: _CallLr2irCacheApi("/bms_tables?url=" + url) for table_id, url in self.targets.items()} def save(self, output_path: str): bms_tables = [{"id": table_id, "url": self.targets[table_id], **task.load()} for table_id, task in self.requires().items()] json.dump(bms_tables, open(output_path, "w"), indent=2, ensure_ascii=False) class MakeCleansedBmsTableJson(_SafeOutputTaskBase): bms_tables_original_json = luigi.Parameter() # type: str def save(self, output_path: str): json.dump( list(map(cleanse_bms_table, json.load(open(self.bms_tables_original_json)))), open(output_path, "w"), indent=2, ensure_ascii=False ) def load(self) -> dict: return json.load(open(self.output().path)) class MakeItemCsv(_SafeOutputTaskBase): bmsmd5s = luigi.ListParameter() # type: List[str] def requires(self): for bmsmd5 in self.bmsmd5s] def save(self, output_path: str): (pd.DataFrame([task.load() for task in self.requires()]) [["bmsmd5", "type", "lr2_id", "title"]] .to_csv(output_path, index=False)) @luigi.util.requires(_DownloadRankings) class MakeRecordsCsv(_SafeOutputTaskBase): def save(self, output_path: str): # 生成物は比較的大きくなることが予想されるので、一度にメモリ上に展開せず逐次的に読み書きをする方針 for i, (bmsmd5, ranking) in enumerate(self.requires().rankings()): (pd.DataFrame(ranking) .assign(bmsmd5=bmsmd5) .rename(columns={"id": "playerid"}) [["bmsmd5", "playerid", "clear", "notes", "combo", "pg", "gr", "minbp"]] .to_csv(output_path, index=False, mode="a", header=(i == 0))) # 追記、初回のみヘッダを出力 @luigi.util.requires(_DownloadRankings) class MakePlayersCsv(_SafeOutputTaskBase): def save(self, output_path: str): players = {} for _, ranking in self.requires().rankings(): chart_players = {record["id"]: record["name"] for record in ranking} players.update(chart_players) players_df = pd.DataFrame( zip(players.keys(), players.values()), columns=["playerid", "name"]) players_df.to_csv(output_path, index=False) ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 8
| 5
| 2,675
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom typing import List, Dict\nimport json\n\nimport luigi.util\nimport pandas as pd\n\nfrom .lr2ircache_tasks import _CallLr2irCacheApi, _DownloadRankings\nfrom .safe_output_task import _SafeOutputTaskBase\nfrom .cleanse_bms_table import cleanse_bms_table\n\n\nclass MakeBmsTablesJson(_SafeOutputTaskBase):\n targets = luigi.DictParameter() # type: Dict[str, str]\n\n def requires(self):\n return {table_id: _CallLr2irCacheApi(\"/bms_tables?url=\" + url)\n for table_id, url in self.targets.items()}\n\n def save(self, output_path: str):\n bms_tables = [{\"id\": table_id,\n \"url\": self.targets[table_id],\n **task.load()}\n for table_id, task in self.requires().items()]\n json.dump(bms_tables, open(output_path, \"w\"), indent=2, ensure_ascii=False)\n\n\nclass MakeCleansedBmsTableJson(_SafeOutputTaskBase):\n bms_tables_original_json = luigi.Parameter() # type: str\n\n def save(self, output_path: str):\n json.dump(\n list(map(cleanse_bms_table, json.load(open(self.bms_tables_original_json)))),\n open(output_path, \"w\"), indent=2, ensure_ascii=False\n )\n\n def load(self) -> dict:\n return json.load(open(self.output().path))\n\n\nclass MakeItemCsv(_SafeOutputTaskBase):\n bmsmd5s = luigi.ListParameter() # type: List[str]\n\n def requires(self):\n for bmsmd5 in self.bmsmd5s]\n\n def save(self, output_path: str):\n (pd.DataFrame([task.load() for task in self.requires()])\n [[\"bmsmd5\", \"type\", \"lr2_id\", \"title\"]]\n .to_csv(output_path, index=False))\n\n\n@luigi.util.requires(_DownloadRankings)\nclass MakeRecordsCsv(_SafeOutputTaskBase):\n def save(self, output_path: str):\n # \u751f\u6210\u7269\u306f\u6bd4\u8f03\u7684\u5927\u304d\u304f\u306a\u308b\u3053\u3068\u304c\u4e88\u60f3\u3055\u308c\u308b\u306e\u3067\u3001\u4e00\u5ea6\u306b\u30e1\u30e2\u30ea\u4e0a\u306b\u5c55\u958b\u305b\u305a\u9010\u6b21\u7684\u306b\u8aad\u307f\u66f8\u304d\u3092\u3059\u308b\u65b9\u91dd\n for i, (bmsmd5, ranking) in enumerate(self.requires().rankings()):\n (pd.DataFrame(ranking)\n .assign(bmsmd5=bmsmd5)\n .rename(columns={\"id\": \"playerid\"})\n [[\"bmsmd5\", \"playerid\", \"clear\", \"notes\", \"combo\", \"pg\", \"gr\", \"minbp\"]]\n .to_csv(output_path, index=False, mode=\"a\", header=(i == 0))) # \u8ffd\u8a18\u3001\u521d\u56de\u306e\u307f\u30d8\u30c3\u30c0\u3092\u51fa\u529b\n\n\n@luigi.util.requires(_DownloadRankings)\nclass MakePlayersCsv(_SafeOutputTaskBase):\n def save(self, output_path: str):\n players = {}\n for _, ranking in self.requires().rankings():\n chart_players = {record[\"id\"]: record[\"name\"] for record in ranking}\n players.update(chart_players)\n players_df = pd.DataFrame(\n zip(players.keys(), players.values()),\n columns=[\"playerid\", \"name\"])\n players_df.to_csv(output_path, index=False)\n\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
670bb933039a220f10f6c2183159a540f4491854
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: from meta import site_utilities def get_home_html(): with open("home/home.md") as home: home = home.read() home_html = site_utilities.md_to_html(home) header_html = _get_home_header_html() browser_title_html = "<title>samerv.in</title>" return header_html + browser_title_html + home_html def _get_home_header_html(): with open("home/home_header.md") as home_header: content = home_header.read() return site_utilities.md_to_html(content)
|
Functions: get_home_html, _get_home_header_html This code demonstrates Pythoncode:Python programming.
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intermediate
|
machine_learning
|
code_explanation
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Pythoncode:Python
| 2
| 0
| 486
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom meta import site_utilities\n\n\ndef get_home_html():\n with open(\"home/home.md\") as home:\n home = home.read()\n home_html = site_utilities.md_to_html(home)\n header_html = _get_home_header_html()\n browser_title_html = \"<title>samerv.in</title>\"\n return header_html + browser_title_html + home_html\n\n\ndef _get_home_header_html():\n with open(\"home/home_header.md\") as home_header:\n content = home_header.read()\n return site_utilities.md_to_html(content)"}, {"role": "assistant", "content": " Functions: get_home_html, _get_home_header_html\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
670d62fc6743dbd224a4fd9da12ceb4ecc10c876
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: import io import os import time import unittest.mock import bms_stream_generation_handler from OutputStreams import ConsoleOutputStream from ParamGenerators import CSVParamGenerator from Formatters import JSONFormatter, CustomFormatter class BMSStreamSenderTest(unittest.TestCase): def test_invalid_input(self): test_param_generators = {"test1": CSVParamGenerator()} test_param_stream_sources = {"test1": os.path.join("sources","invalid_csv.csv")} test_output = bms_stream_generation_handler.initialize_param_generators(test_param_generators, test_param_stream_sources) self.assertEqual(test_output, {'test1': 'Invalid Input'}) def test_no_input(self): test_param_generators = {"test2": CSVParamGenerator()} test_param_stream_sources = {"test2": os.path.join("sources","no_input.csv")} bms_stream_generation_handler.initialize_param_generators(test_param_generators, test_param_stream_sources) test_output = bms_stream_generation_handler.create_param_map(test_param_generators) self.assertEqual(test_output, {"test2": "No Input"}) def test_format_error(self): test_formatters = [JSONFormatter(), CustomFormatter()] invalid_input = ["param1", 1.5, "param2", 3] for test_formatter in test_formatters: test_output = bms_stream_generation_handler.format_output(test_formatter, invalid_input) self.assertEqual(test_output, 'Format Error') @unittest.mock.patch('sys.stdout', new_callable=io.StringIO) def test_send_output_console(self, mock_stdout): test_output_stream = ConsoleOutputStream() test_input = "TestParamValue" bms_stream_generation_handler.send_output(test_output_stream, test_input) self.assertEqual(mock_stdout.getvalue().strip(), test_input) def test_quit_thread(self): test_param_stream_types = {"charge_rate": "random", "temp_in_c": "csv"} test_param_stream_sources = {"charge_rate": None, "temp_in_c": os.path.join("sources","battery_temps.csv")} test_format_type = "json" test_output_stream_type = "console" quit_event_control, bms_stream_loop, return_value = bms_stream_generation_handler.start(test_param_stream_types, test_param_stream_sources, test_format_type, test_output_stream_type) time.sleep(1) quit_event_control.set() bms_stream_loop.join() self.assertEqual(return_value[-1], "Quit Received") @unittest.mock.patch('sys.stdout', new_callable=io.StringIO) ... [1 more functiondefs truncated] ...
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Functions: test_invalid_input, test_no_input, test_format_error, test_send_output_console, test_quit_thread Classes: BMSStreamSenderTest This code demonstrates Pythoncode:Python programming.
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advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 5
| 1
| 2,874
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport io\nimport os\nimport time\nimport unittest.mock\nimport bms_stream_generation_handler\nfrom OutputStreams import ConsoleOutputStream\nfrom ParamGenerators import CSVParamGenerator\nfrom Formatters import JSONFormatter, CustomFormatter\n\n\nclass BMSStreamSenderTest(unittest.TestCase):\n def test_invalid_input(self):\n test_param_generators = {\"test1\": CSVParamGenerator()}\n test_param_stream_sources = {\"test1\": os.path.join(\"sources\",\"invalid_csv.csv\")}\n test_output = bms_stream_generation_handler.initialize_param_generators(test_param_generators, test_param_stream_sources)\n self.assertEqual(test_output, {'test1': 'Invalid Input'})\n\n def test_no_input(self):\n test_param_generators = {\"test2\": CSVParamGenerator()}\n test_param_stream_sources = {\"test2\": os.path.join(\"sources\",\"no_input.csv\")}\n bms_stream_generation_handler.initialize_param_generators(test_param_generators, test_param_stream_sources)\n test_output = bms_stream_generation_handler.create_param_map(test_param_generators)\n self.assertEqual(test_output, {\"test2\": \"No Input\"})\n\n def test_format_error(self):\n test_formatters = [JSONFormatter(), CustomFormatter()]\n invalid_input = [\"param1\", 1.5, \"param2\", 3]\n for test_formatter in test_formatters:\n test_output = bms_stream_generation_handler.format_output(test_formatter, invalid_input)\n self.assertEqual(test_output, 'Format Error')\n\n @unittest.mock.patch('sys.stdout', new_callable=io.StringIO)\n def test_send_output_console(self, mock_stdout):\n test_output_stream = ConsoleOutputStream()\n test_input = \"TestParamValue\"\n bms_stream_generation_handler.send_output(test_output_stream, test_input)\n self.assertEqual(mock_stdout.getvalue().strip(), test_input)\n\n def test_quit_thread(self):\n test_param_stream_types = {\"charge_rate\": \"random\", \"temp_in_c\": \"csv\"}\n test_param_stream_sources = {\"charge_rate\": None, \"temp_in_c\": os.path.join(\"sources\",\"battery_temps.csv\")}\n test_format_type = \"json\"\n test_output_stream_type = \"console\"\n quit_event_control, bms_stream_loop, return_value = bms_stream_generation_handler.start(test_param_stream_types,\n test_param_stream_sources,\n test_format_type,\n test_output_stream_type)\n time.sleep(1)\n quit_event_control.set()\n bms_stream_loop.join()\n self.assertEqual(return_value[-1], \"Quit Received\")\n\n @unittest.mock.patch('sys.stdout', new_callable=io.StringIO)\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: test_invalid_input, test_no_input, test_format_error, test_send_output_console, test_quit_thread\n Classes: BMSStreamSenderTest\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
670ee2786d93734f3df1ee8d68d39618f8e57a04
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: from distutils.core import setup setup( name='MailMag', packages=['MailMag'], version='1.0', license='MIT', description='This library can help you send bulk emails using google spreadsheets', author='Rohtansh Sehgal', author_email='rohtanshsehgal@gmail.com', url='https://github.com/RohtanshSehgal/MailMag', download_url='https://github.com/RohtanshSehgal/MailMag.git', keywords=['Google Spreadsheet', "smtplib", 'Emails'], install_requires=["gspread"], classifiers=[ 'Development Status :: 4 - Beta', 'Intended Audience :: Developers', 'Topic :: Software Development :: Build Tools', 'License :: OSI Approved :: MIT License', 'Programming Language :: Python :: 3', 'Programming Language :: Python :: 3.4', 'Programming Language :: Python :: 3.5', 'Programming Language :: Python :: 3.6', 'Programming Language :: Python :: 3.7', 'Programming Language :: Python :: 3.8', ], )
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
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Pythoncode:Python
| 0
| 0
| 1,009
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\nfrom distutils.core import setup\nsetup(\n name='MailMag',\n packages=['MailMag'],\n version='1.0',\n license='MIT',\n description='This library can help you send bulk emails using google spreadsheets',\n author='Rohtansh Sehgal',\n author_email='rohtanshsehgal@gmail.com',\n url='https://github.com/RohtanshSehgal/MailMag',\n download_url='https://github.com/RohtanshSehgal/MailMag.git',\n keywords=['Google Spreadsheet', \"smtplib\", 'Emails'],\n install_requires=[\"gspread\"],\n classifiers=[\n 'Development Status :: 4 - Beta',\n 'Intended Audience :: Developers',\n 'Topic :: Software Development :: Build Tools',\n 'License :: OSI Approved :: MIT License',\n 'Programming Language :: Python :: 3',\n 'Programming Language :: Python :: 3.4',\n 'Programming Language :: Python :: 3.5',\n 'Programming Language :: Python :: 3.6',\n 'Programming Language :: Python :: 3.7',\n 'Programming Language :: Python :: 3.8',\n ],\n)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
67102c75654c51efe843327cc07e8ca11d40cd82
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: class Stack: """ Implementação de estrutura de Pilha """ def __init__(self): self.__stack = [] """ Adiciona o valor ao topo da pilha """ def push(self, value): self.__stack.append(value) """ Remove o valor no topo da pilha """ def pop(self): return self.__stack.pop() """ Retorna o topo da pila """ def top(self): return self.__stack[len(self.__stack)-1] """ Verifica se pilha está vazia """ def empty(self): return len(self.__stack) == 0
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
oop
|
refactoring
|
Pythoncode:Python
| 5
| 1
| 524
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nclass Stack:\n \"\"\" Implementa\u00e7\u00e3o de estrutura de Pilha \"\"\"\n\n def __init__(self):\n self.__stack = []\n\n \"\"\" Adiciona o valor ao topo da pilha \"\"\"\n def push(self, value):\n self.__stack.append(value)\n\n \"\"\" Remove o valor no topo da pilha \"\"\"\n def pop(self):\n return self.__stack.pop()\n\n \"\"\" Retorna o topo da pila \"\"\"\n def top(self):\n return self.__stack[len(self.__stack)-1]\n\n \"\"\" Verifica se pilha est\u00e1 vazia \"\"\"\n def empty(self): \n return len(self.__stack) == 0"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6710df2c2454f2f50f6d7e5b3c1795ab9e37d80a
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: """Pydantic models/schemas for entry-endpoint resources. This module is mainly used for a special pydantic base model, which can be used as a mix-in class when creating entry-endpoint resources. """ # pylint: disable=too-few-public-methods from datetime import datetime from typing import Any, Optional from optimade.models import EntryResourceAttributes class EntryResourceCreate(EntryResourceAttributes): """Generic model for creating new entry resources in the MongoDB""" last_modified: Optional[datetime] id: Optional[str] class Config: """Silently discard extra initiation keys.""" extra = "ignore" @classmethod def _remove_pre_root_validators(cls): """Remove `check_illegal_attributes_fields` pre root_validators.""" pre_root_validators = [] for validator in cls.__pre_root_validators__: if not str(validator).startswith( "<function Attributes.check_illegal_attributes_fields" ): pre_root_validators.append(validator) cls.__pre_root_validators__ = pre_root_validators def __init__(self, **data: Any) -> None: """Remove root_validator `check_illegal_attributes_fields`.""" self._remove_pre_root_validators() super().__init__(**data)
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Code Review: ❌ Critical issues: Unterminated string literal at line 1 ⚠️ Code quality: Unexpected indentation at line 26 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 34 Unexpected indentation at line 38 Unexpected indentation at line 39 ✨ Improvements: Add closing quote at line 1
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advanced
|
api
|
code_review
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Pythoncode:Python
| 2
| 2
| 1,304
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"Pydantic models/schemas for entry-endpoint resources.\n\nThis module is mainly used for a special pydantic base model, which can be used as a\nmix-in class when creating entry-endpoint resources.\n\"\"\"\n# pylint: disable=too-few-public-methods\nfrom datetime import datetime\nfrom typing import Any, Optional\n\nfrom optimade.models import EntryResourceAttributes\n\n\nclass EntryResourceCreate(EntryResourceAttributes):\n \"\"\"Generic model for creating new entry resources in the MongoDB\"\"\"\n\n last_modified: Optional[datetime]\n\n id: Optional[str]\n\n class Config:\n \"\"\"Silently discard extra initiation keys.\"\"\"\n\n extra = \"ignore\"\n\n @classmethod\n def _remove_pre_root_validators(cls):\n \"\"\"Remove `check_illegal_attributes_fields` pre root_validators.\"\"\"\n pre_root_validators = []\n for validator in cls.__pre_root_validators__:\n if not str(validator).startswith(\n \"<function Attributes.check_illegal_attributes_fields\"\n ):\n pre_root_validators.append(validator)\n cls.__pre_root_validators__ = pre_root_validators\n\n def __init__(self, **data: Any) -> None:\n \"\"\"Remove root_validator `check_illegal_attributes_fields`.\"\"\"\n self._remove_pre_root_validators()\n super().__init__(**data)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 26\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 34\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n\n\u2728 Improvements:\n Add closing quote at line 1"}]
| false
| null | null | null |
671240f228e56caa4ef57cb532e013d5949a80b5
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: from time import sleep for i in range(10, -1, -1): print(i)
|
sleep(0.5) print('Bum! BUM! POOOW!')
|
beginner
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 106
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom time import sleep\n\nfor i in range(10, -1, -1):\n print(i)"}, {"role": "assistant", "content": "\n sleep(0.5)\nprint('Bum! BUM! POOOW!')"}]
| false
| null | null | null |
6713a5b2e5cce78d52b30e1abec3999369b34817
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: #The MIT License (MIT) #Copyright (c) 2014 Microsoft Corporation #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 unittest import time from types import * import pydocumentdb.document_client as document_client import pydocumentdb.documents as documents import pydocumentdb.errors as errors import pydocumentdb.base as base import pydocumentdb.http_constants as http_constants import pydocumentdb.constants as constants import pydocumentdb.session as session class Test_session_container(unittest.TestCase): # this test doesn't need real credentials, or connection to server host = 'dummy_host' masterkey = 'dummy_masterkey'
|
def setUp(self): self.client = document_client.DocumentClient(self.host, {'masterKey': self.masterkey}) self.session = self.client.Session def tearDown(self): pass def test_create_collection(self): #validate session token population after create collection request session_token = self.session.get_session_token('') assert session_token == '' create_collection_response_result = {u'_self': u'dbs/DdAkAA==/colls/DdAkAPS2rAA=/', u'_rid': u'DdAkAPS2rAA=', u'id': u'sample collection'} create_collection_response_header = {'x-ms-session-token': '0:409', 'x-ms-alt-content-path': 'dbs/sample%20database'} self.session.update_session(create_collection_response_result, create_collection_response_header) token = self.session.get_session_token(u'/dbs/sample%20database/colls/sample%20collection') assert token == '0:409' token = self.session.get_session_token(u'dbs/DdAkAA==/colls/DdAkAPS2rAA=/') assert token == '0:409' return True ... [1 more functiondefs truncated] ...
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advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 2,740
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#The MIT License (MIT)\n#Copyright (c) 2014 Microsoft Corporation\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\nimport unittest\nimport time\nfrom types import *\n\nimport pydocumentdb.document_client as document_client\nimport pydocumentdb.documents as documents\nimport pydocumentdb.errors as errors\nimport pydocumentdb.base as base\nimport pydocumentdb.http_constants as http_constants\nimport pydocumentdb.constants as constants\nimport pydocumentdb.session as session\n\nclass Test_session_container(unittest.TestCase):\n # this test doesn't need real credentials, or connection to server\n host = 'dummy_host'\n masterkey = 'dummy_masterkey'"}, {"role": "assistant", "content": "\n\n def setUp(self):\n self.client = document_client.DocumentClient(self.host, {'masterKey': self.masterkey})\n self.session = self.client.Session\n\n def tearDown(self):\n pass\n\n def test_create_collection(self):\n #validate session token population after create collection request\n session_token = self.session.get_session_token('')\n assert session_token == ''\n\n create_collection_response_result = {u'_self': u'dbs/DdAkAA==/colls/DdAkAPS2rAA=/', u'_rid': u'DdAkAPS2rAA=', u'id': u'sample collection'}\n create_collection_response_header = {'x-ms-session-token': '0:409', 'x-ms-alt-content-path': 'dbs/sample%20database'}\n self.session.update_session(create_collection_response_result, create_collection_response_header)\n\n token = self.session.get_session_token(u'/dbs/sample%20database/colls/sample%20collection')\n assert token == '0:409'\n\n token = self.session.get_session_token(u'dbs/DdAkAA==/colls/DdAkAPS2rAA=/')\n assert token == '0:409'\n return True\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
6714da573e9037d4211caa48a636f5602732cbd8
|
TheStack--python--010.parquet
|
Complete this incomplete Pythoncode:Python code: import re from const import VALID_AMINO_ACIDS def clean_seq(s: str) -> str: ... code continues ...
|
Completion: Missing: Function 'clean_seq' is incomplete - body truncated To complete: • Complete the function 'clean_seq' body and add missing return Example continuation: # remove all newlines and whitespace return re.sub(r"\s+", "", s) def verify_dna(seq: str): # clean seqeunce
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intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 3
| 0
| 76
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport re\nfrom const import VALID_AMINO_ACIDS\n\ndef clean_seq(s: str) -> str:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'clean_seq' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'clean_seq' body and add missing return\n\n Example continuation:\n # remove all newlines and whitespace\n return re.sub(r\"\\s+\", \"\", s)\n\ndef verify_dna(seq: str):\n # clean seqeunce"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
6714e5a2d59faf09d54cde56c58d5070b39b50ed
|
TheStack--python--010.parquet
|
Find the logical error in this Pythoncode:Python code: import os from html import unescape import discord from discord.ext import commands from oauth2client.client import GoogleCredentials from google.cloud import translate_v2 as translate bot = commands.Bot(command_prefix="/") GoogleCredentials.get_application_default() TRANSLATION_SOFT_LIMIT = 2000 MANUAL = """Translate and respond to messages your posted message on the discord channel. ``` syntax: /tran <src> <dest> <message> The parameters src or dest can be ISO_639-1 codes. https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes /man ["desc"] Show manual or description of this tool. ``` """ ABOUT_THIS_TOOL = """ ``` privacy(en): This tool sends the messages you post to the Google Translate service only for the purpose of translating the messages you post. If you do not want the messages you post to be sent or processed by Google Translate, please do not use this tool. This tool will not use or process any information for any purpose other than the translation you instructed it. privacy(ja): このツールは、あなたが投稿したメッセージを翻訳するためだけに、 あなたが投稿したメッセージをGoogle翻訳サービスへ送信して翻訳します。 もしあなたが、あなたの投稿するメッセージがGoogle翻訳サービスへ 送信されたり処理される事を望まない場合は、このツールを利用しないでください。 このツールは、あなたがこのツールに対して指示した翻訳以外の目的では、 いかなる情報収集も処理も行いません。 ``` """ @bot.event async def on_ready(): print("-----Logged in info-----") print(bot.user.name) print(bot.user.id) print(discord.__version__) print("------------------------") def _get_attrbution(): return discord.File( "google-translate-attribution.png", filename="google-translate-attribution.png" ) @bot.command(name="man") async def manual(ctx, opt=""): """manual command Example: `/man` - show how to use this tool. `/man [desc]` - show about this tool. """ if opt == "desc": await ctx.channel.send(ABOUT_THIS_TOOL) else: await ctx.channel.send(MANUAL) @bot.command(name="tran") async def translate_message(ctx, src, target): """Translate the posted message into target language. Example: `/tran en ja Hello World, I'm Shingen Takeda.` """ if ctx.author.bot: return # ctx.message.content text = " ".join(ctx.message.content.split(" ")[3:]) if len(text) > TRANSLATION_SOFT_LIMIT: text = text[:TRANSLATION_SOFT_LIMIT] + "…" result = translate.Client().translate( text, source_language=src, target_language=target ) msg = "`{author}` さんのメッセージを翻訳しました!!\n<{org_url}>\n```\n{translated}\n```".format( org_url=ctx.message.jump_url, author=ctx.author.display_name, translated=result["translatedText"], ) await ctx.channel.send(unescape(msg), file=_get_attrbution()) bot.run(os.getenv("DISCORD_BOT_TOKEN"))
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Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 16 Buggy code: The parameters src or dest can be ISO_639-1 codes. Should be: The parameters src and dest can be ISO_639-1 codes. Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
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intermediate
|
api
|
logical_errors
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Pythoncode:Python
| 1
| 0
| 2,757
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport os\nfrom html import unescape\nimport discord\nfrom discord.ext import commands\nfrom oauth2client.client import GoogleCredentials\nfrom google.cloud import translate_v2 as translate\n\n\nbot = commands.Bot(command_prefix=\"/\")\nGoogleCredentials.get_application_default()\nTRANSLATION_SOFT_LIMIT = 2000\nMANUAL = \"\"\"Translate and respond to messages your posted message on the discord channel.\n```\nsyntax:\n /tran <src> <dest> <message>\n The parameters src or dest can be ISO_639-1 codes.\n https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes\n /man [\"desc\"]\n Show manual or description of this tool.\n```\n\"\"\"\nABOUT_THIS_TOOL = \"\"\"\n```\nprivacy(en):\n This tool sends the messages you post to the Google Translate \n service only for the purpose of translating the messages you post.\n If you do not want the messages you post to be \n sent or processed by Google Translate, please do not use this tool.\n This tool will not use or process any information for any \n purpose other than the translation you instructed it.\nprivacy(ja):\n \u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u3042\u306a\u305f\u304c\u6295\u7a3f\u3057\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u7ffb\u8a33\u3059\u308b\u305f\u3081\u3060\u3051\u306b\u3001\n \u3042\u306a\u305f\u304c\u6295\u7a3f\u3057\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u3092Google\u7ffb\u8a33\u30b5\u30fc\u30d3\u30b9\u3078\u9001\u4fe1\u3057\u3066\u7ffb\u8a33\u3057\u307e\u3059\u3002\n \u3082\u3057\u3042\u306a\u305f\u304c\u3001\u3042\u306a\u305f\u306e\u6295\u7a3f\u3059\u308b\u30e1\u30c3\u30bb\u30fc\u30b8\u304cGoogle\u7ffb\u8a33\u30b5\u30fc\u30d3\u30b9\u3078\n \u9001\u4fe1\u3055\u308c\u305f\u308a\u51e6\u7406\u3055\u308c\u308b\u4e8b\u3092\u671b\u307e\u306a\u3044\u5834\u5408\u306f\u3001\u3053\u306e\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n \u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u3042\u306a\u305f\u304c\u3053\u306e\u30c4\u30fc\u30eb\u306b\u5bfe\u3057\u3066\u6307\u793a\u3057\u305f\u7ffb\u8a33\u4ee5\u5916\u306e\u76ee\u7684\u3067\u306f\u3001\n \u3044\u304b\u306a\u308b\u60c5\u5831\u53ce\u96c6\u3082\u51e6\u7406\u3082\u884c\u3044\u307e\u305b\u3093\u3002\n```\n\"\"\"\n\n\n@bot.event\nasync def on_ready():\n print(\"-----Logged in info-----\")\n print(bot.user.name)\n print(bot.user.id)\n print(discord.__version__)\n print(\"------------------------\")\n\n\ndef _get_attrbution():\n return discord.File(\n \"google-translate-attribution.png\", filename=\"google-translate-attribution.png\"\n )\n\n\n@bot.command(name=\"man\")\nasync def manual(ctx, opt=\"\"):\n \"\"\"manual command\n\n Example:\n `/man` - show how to use this tool.\n `/man [desc]` - show about this tool.\n \"\"\"\n if opt == \"desc\":\n await ctx.channel.send(ABOUT_THIS_TOOL)\n else:\n await ctx.channel.send(MANUAL)\n\n\n@bot.command(name=\"tran\")\nasync def translate_message(ctx, src, target):\n \"\"\"Translate the posted message into target language.\n\n Example:\n `/tran en ja Hello World, I'm Shingen Takeda.`\n \"\"\"\n if ctx.author.bot:\n return\n\n # ctx.message.content\n text = \" \".join(ctx.message.content.split(\" \")[3:])\n if len(text) > TRANSLATION_SOFT_LIMIT:\n text = text[:TRANSLATION_SOFT_LIMIT] + \"\u2026\"\n\n result = translate.Client().translate(\n text, source_language=src, target_language=target\n )\n msg = \"`{author}` \u3055\u3093\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u7ffb\u8a33\u3057\u307e\u3057\u305f!!\\n<{org_url}>\\n```\\n{translated}\\n```\".format(\n org_url=ctx.message.jump_url,\n author=ctx.author.display_name,\n translated=result[\"translatedText\"],\n )\n await ctx.channel.send(unescape(msg), file=_get_attrbution())\n\n\nbot.run(os.getenv(\"DISCORD_BOT_TOKEN\"))"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong logical operator\n Severity: CRITICAL\n\n Location: Line 16\n\n Buggy code:\n The parameters src or dest can be ISO_639-1 codes.\n\n Should be:\n The parameters src and dest can be ISO_639-1 codes.\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
671561f73312eb1bcbfd579a376ee1fa582a8f3d
|
TheStack--python--010.parquet
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Suggest refactoring for this Pythoncode:Python code: import os.path import csv def parse_file(name, rt): if os.path.isfile(name): print(name) f = open(name, 'r') reader = csv.reader(f, dialect='excel', delimiter='\t') for row in reader: if (row[0] == '||'): if rt: return [int(float(row[1])/1000), int(float(row[2])/1000), int(float(row[5])/1000), int(float(row[6])/1000)] else: return [int(float(row[3])/1000), int(float(row[4])/1000), int(float(row[7])/1000), int(float(row[8])/1000)] else: return [] def aggregate_clients(directory, num_clients, libsync, rt): aggr = [] for n_c in range(0, num_clients): if libsync: fname = '%sclient_kvs_adaptivetree_id_%d_num_%d' \ %(directory, n_c, num_clients) tmp = parse_file(fname, rt) if tmp: aggr.append(tmp) else: fname = '%sclient_kvs_id_%d_num_%d' \ %(directory, n_c, num_clients) tmp = parse_file(fname, rt) if tmp: aggr.append(tmp) if not aggr: return [] w_stdv = 0 w_avg = 0 r_stdv = 0 r_avg = 0 for item in aggr: w_avg+= item[0] w_stdv+= item[1] r_avg+= item[2] r_stdv+= item[3] if rt: w_stdv = w_stdv/len(aggr) w_avg = w_avg/len(aggr) r_stdv = r_stdv/len(aggr) r_avg = r_avg/len(aggr) else: w_stdv = w_stdv/len(aggr) r_stdv = r_stdv/len(aggr) return [w_avg, w_stdv, r_avg, r_stdv] def parse_log(directory, num_clients, rt): data = [] for i in range(0, num_clients+1): aggr = aggregate_clients(directory, i, False, rt) if aggr: data.append([i, 'sequential']+aggr) for i in range(0, num_clients+1): aggr = aggregate_clients(directory, i, True, rt) if aggr: data.append([i, 'smelt']+aggr) if rt: output = 'rt_numc%d' %num_clients else: output = 'tp_numc%d' %num_clients print('Printing output to %s ' %output) f = open(output, 'w') for item in data: tmp_line = '%s\t"%s"\t%d\t%d\t%d\t%d\n' %(item[0], item[1], item[2], item[3], item[4], item[5]) f.write(tmp_line) print(data) return data import argparse import os parser = argparse.ArgumentParser() parser.add_argument('--fpath') parser.add_argument('--max_clients') parser.set_defaults(fpath=os.path.dirname(os.path.realpath(__file__))) arg = parser.parse_args() print('Parsing raw output from directory %s' %arg.fpath) num_clients = int(arg.max_clients) parse_log(arg.fpath, num_clients, False) parse_log(arg.fpath, num_clients, True)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
data_processing
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refactoring
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Pythoncode:Python
| 3
| 0
| 2,885
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\nimport os.path\nimport csv\n\ndef parse_file(name, rt):\n if os.path.isfile(name):\n print(name)\n f = open(name, 'r')\n reader = csv.reader(f, dialect='excel', delimiter='\\t')\n for row in reader:\n if (row[0] == '||'):\n if rt:\n return [int(float(row[1])/1000), int(float(row[2])/1000), \n int(float(row[5])/1000), int(float(row[6])/1000)]\n else:\n return [int(float(row[3])/1000), int(float(row[4])/1000), \n int(float(row[7])/1000), int(float(row[8])/1000)]\n else:\n return []\n\ndef aggregate_clients(directory, num_clients, libsync, rt):\n aggr = []\n for n_c in range(0, num_clients):\n if libsync:\n fname = '%sclient_kvs_adaptivetree_id_%d_num_%d' \\\n %(directory, n_c, num_clients) \n tmp = parse_file(fname, rt)\n if tmp:\n aggr.append(tmp)\n else:\n fname = '%sclient_kvs_id_%d_num_%d' \\\n %(directory, n_c, num_clients) \n tmp = parse_file(fname, rt)\n if tmp:\n aggr.append(tmp)\n\n if not aggr:\n return []\n\n w_stdv = 0 \n w_avg = 0\n r_stdv = 0 \n r_avg = 0\n\n for item in aggr:\n w_avg+= item[0] \n w_stdv+= item[1]\n r_avg+= item[2]\n r_stdv+= item[3]\n\n if rt:\n w_stdv = w_stdv/len(aggr)\n w_avg = w_avg/len(aggr)\n r_stdv = r_stdv/len(aggr)\n r_avg = r_avg/len(aggr)\n else:\n w_stdv = w_stdv/len(aggr)\n r_stdv = r_stdv/len(aggr)\n\n return [w_avg, w_stdv, r_avg, r_stdv]\n\n\ndef parse_log(directory, num_clients, rt):\n data = []\n for i in range(0, num_clients+1):\n aggr = aggregate_clients(directory, i, False, rt)\n if aggr:\n data.append([i, 'sequential']+aggr)\n \n for i in range(0, num_clients+1):\n aggr = aggregate_clients(directory, i, True, rt)\n if aggr:\n data.append([i, 'smelt']+aggr)\n\n if rt:\n output = 'rt_numc%d' %num_clients\n else:\n output = 'tp_numc%d' %num_clients\n\n print('Printing output to %s ' %output)\n\n f = open(output, 'w')\n for item in data:\n tmp_line = '%s\\t\"%s\"\\t%d\\t%d\\t%d\\t%d\\n' %(item[0], item[1], item[2], item[3], item[4], item[5])\n f.write(tmp_line)\n\n print(data)\n return data \n\n \nimport argparse\nimport os\nparser = argparse.ArgumentParser()\nparser.add_argument('--fpath')\nparser.add_argument('--max_clients')\nparser.set_defaults(fpath=os.path.dirname(os.path.realpath(__file__)))\narg = parser.parse_args()\n\nprint('Parsing raw output from directory %s' %arg.fpath)\n \nnum_clients = int(arg.max_clients)\n\nparse_log(arg.fpath, num_clients, False)\nparse_log(arg.fpath, num_clients, True)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
67158a845f5237e300a41fe13bc3171901768705
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TheStack--python--010.parquet
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Fix this broken Pythoncode:Python code: from django.urls import path, include from . import views from rest_framework import routers from .views import LoginAPIView,RegisterView router=routers.DefaultRouter() router.register('admin/advisor',view Error: SyntaxError / EOF
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Fixed Code: from django.urls import path, include from . import views from rest_framework import routers from .views import LoginAPIView,RegisterView router=routers.DefaultRouter() router.register('admin/advisor',views.AdvisorView) urlpatterns = [ path('',include(router.urls)), path('user/login/', LoginAPIView.as_view(), name='token_obtain_pair'), Explanation: Complete the truncated code structure
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intermediate
|
api
|
error_fixing
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Pythoncode:Python
| 0
| 0
| 206
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom django.urls import path, include\nfrom . import views\nfrom rest_framework import routers\nfrom .views import LoginAPIView,RegisterView\n\nrouter=routers.DefaultRouter()\nrouter.register('admin/advisor',view\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom django.urls import path, include\nfrom . import views\nfrom rest_framework import routers\nfrom .views import LoginAPIView,RegisterView\n\nrouter=routers.DefaultRouter()\nrouter.register('admin/advisor',views.AdvisorView)\n\n\nurlpatterns = [\n path('',include(router.urls)),\n path('user/login/', LoginAPIView.as_view(), name='token_obtain_pair'),\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
671748411dd744bdbc19c28496be22edc71acd84
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TheStack--python--010.parquet
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Suggest refactoring for this Pythoncode:Python code: # Copyright 2015 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. class Instance(object): """Representation of a Google Cloud Bigtable Instance. We can use an :class:`Instance` to: * :meth:`reload` itself * :meth:`create` itself * :meth:`update` itself * :meth:`delete` itself .. note:: For now, we leave out the ``default_storage_type`` (an enum) which if not sent will end up as :data:`.data_v2_pb2.STORAGE_SSD`. :type instance_id: str :param instance_id: The ID of the instance. :type client: :class:`Client <google.cloud.bigtable.client.Client>` :param client: The client that owns the instance. Provides authorization and a project ID. :type location_id: str :param location_id: ID of the location in which the instance will be created. Required for instances which do not yet exist. :type display_name: str :param display_name: (Optional) The display name for the instance in the Cloud Console UI. (Must be between 4 and 30 characters.) If this value is not set in the constructor, will fall back to the instance ID. :type serve_nodes: int :param serve_nodes: (Optional) The number of nodes in the instance's cluster; used to set up the instance's cluster. :type default_storage_type: int :param default_storage_type: (Optional) The default values are STORAGE_TYPE_UNSPECIFIED = 0: The user did not specify a storage type. SSD = 1: Flash (SSD) storage should be used. HDD = 2: Magnetic drive (HDD) storage should be used. """ ... [17 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
api
|
refactoring
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Pythoncode:Python
| 0
| 1
| 2,479
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright 2015 Google LLC\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nclass Instance(object):\n \"\"\"Representation of a Google Cloud Bigtable Instance.\n\n We can use an :class:`Instance` to:\n\n * :meth:`reload` itself\n * :meth:`create` itself\n * :meth:`update` itself\n * :meth:`delete` itself\n\n .. note::\n\n For now, we leave out the ``default_storage_type`` (an enum)\n which if not sent will end up as :data:`.data_v2_pb2.STORAGE_SSD`.\n\n :type instance_id: str\n :param instance_id: The ID of the instance.\n\n :type client: :class:`Client <google.cloud.bigtable.client.Client>`\n :param client: The client that owns the instance. Provides\n authorization and a project ID.\n\n :type location_id: str\n :param location_id: ID of the location in which the instance will be\n created. Required for instances which do not yet\n exist.\n\n :type display_name: str\n :param display_name: (Optional) The display name for the instance in the\n Cloud Console UI. (Must be between 4 and 30\n characters.) If this value is not set in the\n constructor, will fall back to the instance ID.\n\n :type serve_nodes: int\n :param serve_nodes: (Optional) The number of nodes in the instance's\n cluster; used to set up the instance's cluster.\n\n :type default_storage_type: int\n :param default_storage_type: (Optional) The default values are\n STORAGE_TYPE_UNSPECIFIED = 0: The user did\n not specify a storage type.\n SSD = 1: Flash (SSD) storage should be\n used.\n HDD = 2: Magnetic drive (HDD) storage\n should be used.\n \"\"\"\n\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
67177c040b6c563d9e994662cd2d3a3928d5a5df
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TheStack--python--010.parquet
|
Review this Pythoncode:Python code: from functions import helpers as hlp from datetime import date, datetime import yfinance as yf class Stock(): def __init__(self, ticker, data = None, buyDate = None, buyAmount = 0, buyFeeEur = 0): self.ticker = ticker self.data = data if buyAmount == 0 or buyFeeEur == 0: self.buyDate = None self.buyPrice = 0 self.buyAmount = 0 self.buyFeeEur = 0 self.buyFeeUsd = 0 else: self.buyDate = buyDate try: bp = data['Open'][str(buyDate)] except: try: bp = data['Close'][str(buyDate)] except: bp = 0 self.buyPrice = round(bp, 2) self.buyAmount = buyAmount self.buyFeeEur = buyFeeEur self.buyFeeUsd = hlp.eurToUsd(buyFeeEur) # calculation methods def getValue(self): return round(self.data.Close[-1], 2) def calcValue1dChange(self): return round(self.data.Close[-1] - self.data.Close[-2], 2) def calcValueChange1dPercent(self): return round(100 / self.data.Close[-2] * (self.data.Close[-1] - self.data.Close[-2]), 2) def calcProfit(self): if self.buyDate == None: return 0 return round(self.data['Close'][-1] - self.buyPrice, 2) def calcProfitPercent(self): if self.buyPrice == 0: return 0 return round(100 / self.buyPrice * self.data.Close[-1] - 100, 2) def calcProfit(self): if self.buyPrice == 0: return 0 return round(self.data.Close[-1] * self.buyAmount - self.buyPrice * self.buyAmount, 2) def calcEquity(self): if self.buyPrice == 0: return 0 return round(self.data.Close[-1] * self.buyAmount, 2)
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Code Review: ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 20 Unexpected indentation at line 22 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 30 Unexpected indentation at line 38 Unexpected indentation at line 42 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 57 Use 'is None' instead of '== None' Bare 'except:' catches all exceptions - be specific Potential division by zero - add validation Bare 'except:' catches all exceptions - be specific Potential division by zero - add validation ✨ Improvements: Add docstring to class 'Stock'
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advanced
|
ui
|
code_review
|
Pythoncode:Python
| 8
| 1
| 1,810
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom functions import helpers as hlp\nfrom datetime import date, datetime\nimport yfinance as yf\n\nclass Stock():\n def __init__(self, ticker, data = None, buyDate = None, buyAmount = 0, buyFeeEur = 0): \n self.ticker = ticker\n self.data = data\n\n if buyAmount == 0 or buyFeeEur == 0:\n self.buyDate = None\n self.buyPrice = 0\n self.buyAmount = 0\n self.buyFeeEur = 0\n self.buyFeeUsd = 0\n else:\n self.buyDate = buyDate\n\n try: bp = data['Open'][str(buyDate)]\n except:\n try: bp = data['Close'][str(buyDate)]\n except: bp = 0\n\n self.buyPrice = round(bp, 2)\n self.buyAmount = buyAmount\n self.buyFeeEur = buyFeeEur\n self.buyFeeUsd = hlp.eurToUsd(buyFeeEur)\n\n # calculation methods\n def getValue(self):\n return round(self.data.Close[-1], 2)\n\n def calcValue1dChange(self):\n return round(self.data.Close[-1] - self.data.Close[-2], 2)\n\n def calcValueChange1dPercent(self):\n return round(100 / self.data.Close[-2] * (self.data.Close[-1] - self.data.Close[-2]), 2)\n \n def calcProfit(self):\n if self.buyDate == None:\n return 0\n return round(self.data['Close'][-1] - self.buyPrice, 2)\n\n def calcProfitPercent(self):\n if self.buyPrice == 0:\n return 0\n return round(100 / self.buyPrice * self.data.Close[-1] - 100, 2)\n \n def calcProfit(self):\n if self.buyPrice == 0:\n return 0\n return round(self.data.Close[-1] * self.buyAmount - self.buyPrice * self.buyAmount, 2)\n \n def calcEquity(self):\n if self.buyPrice == 0:\n return 0\n return round(self.data.Close[-1] * self.buyAmount, 2)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 20\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 30\n Unexpected indentation at line 38\n Unexpected indentation at line 42\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 57\n Use 'is None' instead of '== None'\n Bare 'except:' catches all exceptions - be specific\n Potential division by zero - add validation\n Bare 'except:' catches all exceptions - be specific\n Potential division by zero - add validation\n\n\u2728 Improvements:\n Add docstring to class 'Stock'"}]
| false
| null | null | null |
6719091103a7e20816b85c3593878a20f6a174af
|
TheStack--python--010.parquet
|
Complete this incomplete Pythoncode:Python code: import numpy as np import os from chainercv.datasets import VOCSemanticSegmentationDataset from chainercv.evaluations import calc_semantic_segmentation_confusion from misc import imutils def run(args): dataset = VOCSemanticSegmentationDataset(split=args.chainer_eval_set, data_dir=args.voc12_root) preds = [] labels = [] n_images = 0 for i, id in enumerate(dataset.ids): n_images += 1 cam_dict = np.load(os.path.join(args.cam_out_dir, id + '.npy'), allow_pickle=True).item() cams = cam_dict['high_res'] cams = np.expand_dims(cams, axis=0) if (cams.ndim < 3) else cams cams = np.pad(cams, ((1, 0), (0, 0), (0, 0)), mode='constant', constant_values=args.cam_eval_thres) keys = np.pad(cam_dict['keys'] + 1, (1, 0), mode='constant') cls_labels = np.argmax(cams, axis=0) cls_labels = keys[cls_labels] preds.append(cls_labels.copy()) labels.append(dataset.get_example_by_keys(i, (1,))[0]) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: confusion = calc_semantic_segmentation_confusion(preds, labels) gtj = confusion.sum(axis=1) resj = confusion.sum(axis=0)
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 1,014
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\nimport numpy as np\nimport os\nfrom chainercv.datasets import VOCSemanticSegmentationDataset\nfrom chainercv.evaluations import calc_semantic_segmentation_confusion\n\nfrom misc import imutils\n\ndef run(args):\n dataset = VOCSemanticSegmentationDataset(split=args.chainer_eval_set, data_dir=args.voc12_root)\n\n preds = []\n labels = []\n n_images = 0\n for i, id in enumerate(dataset.ids):\n n_images += 1\n cam_dict = np.load(os.path.join(args.cam_out_dir, id + '.npy'), allow_pickle=True).item()\n cams = cam_dict['high_res']\n \n cams = np.expand_dims(cams, axis=0) if (cams.ndim < 3) else cams\n \n cams = np.pad(cams, ((1, 0), (0, 0), (0, 0)), mode='constant', constant_values=args.cam_eval_thres)\n keys = np.pad(cam_dict['keys'] + 1, (1, 0), mode='constant')\n\n cls_labels = np.argmax(cams, axis=0)\n \n cls_labels = keys[cls_labels]\n preds.append(cls_labels.copy())\n labels.append(dataset.get_example_by_keys(i, (1,))[0])\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 confusion = calc_semantic_segmentation_confusion(preds, labels)\n\n gtj = confusion.sum(axis=1)\n resj = confusion.sum(axis=0)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6719853c3f846a641842b27d77f815c96a162a72
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: from distutils.core import setup, Extension # define the extension module KLevenshtein = Extension('KLevenshtein', sources=['KLevenshtein.c']) # run the setup setup(ext_modules=[KLe
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 7 - expected ')' • Unclosed '[' at line 7 - expected ']' Fix: Close the string literal with matching quote
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 183
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom distutils.core import setup, Extension\n\n# define the extension module\nKLevenshtein = Extension('KLevenshtein', sources=['KLevenshtein.c'])\n\n# run the setup\nsetup(ext_modules=[KLe"}, {"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 Unclosed '(' at line 7 - expected ')'\n \u2022 Unclosed '[' at line 7 - expected ']'\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
671a5f063319c0f9e6811ba72c91c123226dd456
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: import discord import os from discord.ext import commands import requests client = commands.Bot(command_prefix=',', intents=discord.Intents.all()) logWebhook = discord.Webhook.from_url( url=os.environ.get('LOG_WEBHOOK_URL'), adapter=discord.RequestsWebhookAdapter()) for filename in os.listdir('./cogs'):
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Block at line 11 has no body - expected indented block • IndentationError at line 11 Fix: Add body to For block or use 'pass' statement
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 311
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport discord\nimport os\nfrom discord.ext import commands\nimport requests\n\nclient = commands.Bot(command_prefix=',', intents=discord.Intents.all())\n\nlogWebhook = discord.Webhook.from_url(\n url=os.environ.get('LOG_WEBHOOK_URL'), adapter=discord.RequestsWebhookAdapter())\n\nfor filename in os.listdir('./cogs'):"}, {"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 11 has no body - expected indented block\n \u2022 IndentationError at line 11\n\n Fix: Add body to For block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
671a63ad301587b1d53ed7312fd920badd419b5e
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: import sys def Read_Collection(): coll_prefix={} coll_prefix["Exception"] = [] BigRun = { "traffic":["-Two5M","-Two10M","-Two15M","-Two20M"], "ID":["-1", "-2","-3","-4","-5"]} BigBigRun = { "traffic":["-Two5M","-Two10M","-Two15M","-Two20M","-Two25M","-Two30M"], "ID":["-1", "-2","-3","-4","-5"]} ''' coll_prefix["1070320-C2-L1is20"] = BigRun coll_prefix["1070320-C2-L1is30"] = BigRun coll_prefix["1070319-C-L1is10"] = BigRun coll_prefix["1070317-C-L1is0"] = BigRun coll_prefix["Exception"].append("1070317-C-L1is0-Two15M-5") coll_prefix["Exception"].append("1070317-C-L1is0-Two20M-5") coll_prefix["Exception"].append("1070317-C-L1is0-Two5M-1") coll_prefix["1070316-L3is40-L4is25"] = BigRun coll_prefix["1070315-L3is40-L4is40"] = BigRun coll_prefix["Exc
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 9 • Unclosed '[' at line 24 - expected ']' • SyntaxError: unterminated triple-quoted string literal (detected at line 24) at line 9 Fix: Complete the truncated code structure
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 904
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport sys\r\ndef Read_Collection():\r\n coll_prefix={}\r\n coll_prefix[\"Exception\"] = []\r\n BigRun = { \"traffic\":[\"-Two5M\",\"-Two10M\",\"-Two15M\",\"-Two20M\"], \r\n \"ID\":[\"-1\", \"-2\",\"-3\",\"-4\",\"-5\"]} \r\n BigBigRun = { \"traffic\":[\"-Two5M\",\"-Two10M\",\"-Two15M\",\"-Two20M\",\"-Two25M\",\"-Two30M\"], \r\n \"ID\":[\"-1\", \"-2\",\"-3\",\"-4\",\"-5\"]} \r\n '''\r\n coll_prefix[\"1070320-C2-L1is20\"] = BigRun\r\n \r\n \r\n coll_prefix[\"1070320-C2-L1is30\"] = BigRun\r\n coll_prefix[\"1070319-C-L1is10\"] = BigRun\r\n \r\n coll_prefix[\"1070317-C-L1is0\"] = BigRun\r\n coll_prefix[\"Exception\"].append(\"1070317-C-L1is0-Two15M-5\")\r\n coll_prefix[\"Exception\"].append(\"1070317-C-L1is0-Two20M-5\") \r\n coll_prefix[\"Exception\"].append(\"1070317-C-L1is0-Two5M-1\") \r\n \r\n coll_prefix[\"1070316-L3is40-L4is25\"] = BigRun \r\n \r\n coll_prefix[\"1070315-L3is40-L4is40\"] = BigRun\r\n coll_prefix[\"Exc"}, {"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 24 - expected ']'\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 24) at line 9\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
671aab123d8d3eba96cc0b54559ed0cfb0a45c1e
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: """Generate a feasible filename for a given file name by adding extra number.""" from pathlib import Path from random import sample from string import ascii_lowercase def gen_filename(filename, sep="_", rand=False): """Generate a feasible filename for a given file name by adding extra number. >>> gen_filename('gen_filename.py') 'gen_filename_01.py' >>> len(gen_filename('gen_filename.py', rand=True)) 23 """ # filename = str(filename) # file_path = Path(filename).absolute() file_path = Path(filename) if not file_path.exists(): return filename parent = file_path.parent stem = file_path.stem suffix = file_path.suffix elm = 0 while elm < 99 and not rand: elm += 1 extra = f"{elm:02d}" f_name = f"{stem}{sep}{extra}{suffix}" if not (parent / f_name).exists(): break else: extra = "".join(sample(ascii_lowercase, 7)) f_name = f"{stem}{sep}{extra}{suffix}" return (parent / f_name).as_posix()
|
Functions: gen_filename This code demonstrates Pythoncode:Python programming.
|
intermediate
|
general
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 1,031
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\"Generate a feasible filename for a given file name by adding extra number.\"\"\"\nfrom pathlib import Path\nfrom random import sample\nfrom string import ascii_lowercase\n\n\ndef gen_filename(filename, sep=\"_\", rand=False):\n \"\"\"Generate a feasible filename for a given file name by adding extra number.\n\n >>> gen_filename('gen_filename.py')\n 'gen_filename_01.py'\n >>> len(gen_filename('gen_filename.py', rand=True))\n 23\n \"\"\"\n # filename = str(filename)\n\n # file_path = Path(filename).absolute()\n file_path = Path(filename)\n if not file_path.exists():\n return filename\n\n parent = file_path.parent\n stem = file_path.stem\n suffix = file_path.suffix\n elm = 0\n while elm < 99 and not rand:\n elm += 1\n extra = f\"{elm:02d}\"\n f_name = f\"{stem}{sep}{extra}{suffix}\"\n if not (parent / f_name).exists():\n break\n else:\n extra = \"\".join(sample(ascii_lowercase, 7))\n f_name = f\"{stem}{sep}{extra}{suffix}\"\n\n return (parent / f_name).as_posix()"}, {"role": "assistant", "content": " Functions: gen_filename\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
671e867ef7f7ecc06c3c4dff6c3fb1eea53fa189
|
TheStack--python--010.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- #!/usr/bin/env python # Copyright 2021 zhangt2333. All Rights Reserved. # Author-Github: github.com/zhangt2333 # config.py 2021/9/11 13:01 import logging logging.basicConfig( level=logging.INFO, format='%(asctime)s\t%(levelname)s\t%(message)s', datefmt='%Y-%m-%d %H:%M:%S', # filename='../../../log/log.txt' ) # The data you need to fill data = { # fill them: 'username': 'fill-it', # 学号 'password': 'fill-it', # 密码 'deadline': '2021-10-05', # 填报截止日期，超过该天则停止填报并报错到 actions，开区间 # Complete this line } # Don't edit this variables above HEADERS = { "Host":"ehallapp.nju.edu.cn", "Connection":"keep-alive", "Accept":"application/json, text/plain, */*", "User-Agent":"Mozilla/5.0 (Linux; Android 6.0.1; k30pro Build/V417IR; wv) AppleWebKit/537.36 (KHTML, like Gecko) Version/4.0 Chrome/52.0.2743.100 Mobile Safari/537.36 cpdaily/8.2.15 wisedu/8.2.15", "Referer":"http://ehallapp.nju.edu.cn/xgfw/sys/mrjkdkappnju/index.html", "Accept-Encoding":"gzip, deflate", "Accept-Language":"zh-CN,en-US;q=0.8", "X-Requested-With":"com.wisedu.cpdaily.nju", }
|
The missing line is: 'none': 'none'
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 1,171
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n#!/usr/bin/env python\r\n# Copyright 2021 zhangt2333. All Rights Reserved.\r\n# Author-Github: github.com/zhangt2333\r\n# config.py 2021/9/11 13:01\r\n\r\nimport logging\r\nlogging.basicConfig(\r\n level=logging.INFO,\r\n format='%(asctime)s\\t%(levelname)s\\t%(message)s',\r\n datefmt='%Y-%m-%d %H:%M:%S',\r\n # filename='../../../log/log.txt'\r\n)\r\n\r\n# The data you need to fill\r\ndata = {\r\n # fill them:\r\n 'username': 'fill-it', # \u5b66\u53f7\r\n 'password': 'fill-it', # \u5bc6\u7801\r\n 'deadline': '2021-10-05', # \u586b\u62a5\u622a\u6b62\u65e5\u671f\uff0c\u8d85\u8fc7\u8be5\u5929\u5219\u505c\u6b62\u586b\u62a5\u5e76\u62a5\u9519\u5230 actions\uff0c\u5f00\u533a\u95f4\r\n\r\n # Complete this line\n}\r\n\r\n\r\n# Don't edit this variables above\r\nHEADERS = {\r\n \"Host\":\"ehallapp.nju.edu.cn\",\r\n \"Connection\":\"keep-alive\",\r\n \"Accept\":\"application/json, text/plain, */*\",\r\n \"User-Agent\":\"Mozilla/5.0 (Linux; Android 6.0.1; k30pro Build/V417IR; wv) AppleWebKit/537.36 (KHTML, like Gecko) Version/4.0 Chrome/52.0.2743.100 Mobile Safari/537.36 cpdaily/8.2.15 wisedu/8.2.15\",\r\n \"Referer\":\"http://ehallapp.nju.edu.cn/xgfw/sys/mrjkdkappnju/index.html\",\r\n \"Accept-Encoding\":\"gzip, deflate\",\r\n \"Accept-Language\":\"zh-CN,en-US;q=0.8\",\r\n \"X-Requested-With\":\"com.wisedu.cpdaily.nju\",\r\n}"}, {"role": "assistant", "content": "The missing line is:\n 'none': 'none'"}]
| false
| null | null | null |
671f97c01e6aa39a23e7b73cdeed9c525c1defec
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: # coding: utf-8 # flake8: noqa """ Habitat repository and authorization API Habitat API # noqa: E501 OpenAPI spec version: V1.1.2 Contact: zives@seas.upenn.edu Generated by: https://github.com/swagger-api/swagger-codegen.git """
|
from __future__ import absolute_import # import models into model package from pennprov.models.response_error import ResponseError from pennprov.models.user_credentials import UserCredentials from pennprov.models.user_info import UserInfo from pennprov.models.web_token import WebToken
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 542
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# coding: utf-8\n\n# flake8: noqa\n\"\"\"\n Habitat repository and authorization API\n\n Habitat API # noqa: E501\n\n OpenAPI spec version: V1.1.2\n Contact: zives@seas.upenn.edu\n Generated by: https://github.com/swagger-api/swagger-codegen.git\n\"\"\""}, {"role": "assistant", "content": "\n\nfrom __future__ import absolute_import\n\n# import models into model package\nfrom pennprov.models.response_error import ResponseError\nfrom pennprov.models.user_credentials import UserCredentials\nfrom pennprov.models.user_info import UserInfo\nfrom pennprov.models.web_token import WebToken"}]
| false
| null | null | null |
6721b58cbd85a9b0af25fff7779603f389633a62
|
TheStack--python--010.parquet
|
Fix this broken Pythoncode:Python code: """Day 6 Part 1 of Advent of Code 2021""" import sys def process_input(input_file): with open(input_file, encoding="utf8") as input_data: lantern_fish = [int(i) for i in input_data.readline().split(',')] return lantern_fish def simulate_growth(lantern_fish): for i in range(len(lantern_fish)): if lantern_fish[i] == 0: lantern_fish[i] = 6 lantern_fish.append(8) else: Error: SyntaxError / EOF
|
Fixed Code: """Day 6 Part 1 of Advent of Code 2021""" import sys def process_input(input_file): with open(input_file, encoding="utf8") as input_data: lantern_fish = [int(i) for i in input_data.readline().split(',')] return lantern_fish def simulate_growth(lantern_fish): for i in range(len(lantern_fish)): if lantern_fish[i] == 0: lantern_fish[i] = 6 lantern_fish.append(8) else: lantern_fish[i] -= 1 return lantern_fish Explanation: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 431
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"Day 6 Part 1 of Advent of Code 2021\"\"\"\nimport sys\n\n\ndef process_input(input_file):\n with open(input_file, encoding=\"utf8\") as input_data:\n lantern_fish = [int(i) for i in input_data.readline().split(',')]\n return lantern_fish\n\n\ndef simulate_growth(lantern_fish):\n for i in range(len(lantern_fish)):\n if lantern_fish[i] == 0:\n lantern_fish[i] = 6\n lantern_fish.append(8)\n else:\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"Day 6 Part 1 of Advent of Code 2021\"\"\"\nimport sys\n\n\ndef process_input(input_file):\n with open(input_file, encoding=\"utf8\") as input_data:\n lantern_fish = [int(i) for i in input_data.readline().split(',')]\n return lantern_fish\n\n\ndef simulate_growth(lantern_fish):\n for i in range(len(lantern_fish)):\n if lantern_fish[i] == 0:\n lantern_fish[i] = 6\n lantern_fish.append(8)\n else:\n lantern_fish[i] -= 1\n return lantern_fish\n\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6721e22ae0846d24501d54d37aeee0e552c6b7dd
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: UTF-8 -*- # **********************************************************************************# # File: linear programming algorithms # **********************************************************************************# from __future__ import division import numpy as np from itertools import product from cvxopt import matrix, solvers from . recover import recover_from_ def
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Invalid syntax at line 12: def Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 396
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: UTF-8 -*-\n# **********************************************************************************#\n# File: linear programming algorithms\n# **********************************************************************************#\nfrom __future__ import division\nimport numpy as np\nfrom itertools import product\nfrom cvxopt import matrix, solvers\nfrom . recover import recover_from_\n\n\ndef"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Invalid syntax at line 12: def\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
67221ffcb079ae239c2e40cf13a531950b8523f4
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: # 4-blinka-farger.py import time import board import neopixel pixel_pin = board.A0 # På vilken pinne sitter pixeln num_pixels = 1 # Hur många pixlar pixels = neopixel.NeoPixel(pixel_pin, num_pixels, brightness=0.3, auto_write=False) white = (255, 255, 255) # Vitt red = (255, 0, 0) # Rött green = (0, 255, 0) # Grönt blue
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 325
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# 4-blinka-farger.py\nimport time\nimport board\nimport neopixel\n\npixel_pin = board.A0 # P\u00e5 vilken pinne sitter pixeln\nnum_pixels = 1 # Hur m\u00e5nga pixlar\n\npixels = neopixel.NeoPixel(pixel_pin, num_pixels, brightness=0.3, auto_write=False)\n\nwhite = (255, 255, 255) # Vitt\nred = (255, 0, 0) # R\u00f6tt\ngreen = (0, 255, 0) # Gr\u00f6nt\nblue"}, {"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
|
6724f25521d7f7c58e0f0abd3e67d2df957b2200
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: from django.contrib import admin class PlaceTypeAdmin(admin.ModelAdmin): prepopulated_fields = {'slug': ('title',)} admin.site.register(PlaceType, PlaceTypeAdmin) class CityAdmin(admin.ModelAdmin): prepopulated_fields = {'slug': ('city', 'state')} admin.site.register(City, CityAdmin) class PointAdmin(admin.ModelAdmin): list_display = ('address', 'city', 'zip', 'latitude', 'longitude') list_filter = ('city',) search_fields = ('address',) admin.site.register(Point, PointAdmin) class PlaceAdmin(admin.ModelAdmin): list_display = ('title', 'point', 'city', 'status') list_filter = ('status', 'place_types') search_fields = ('title',) prepopulated_fields = {'slug': ('title',)} admin.site.register(Place, PlaceAdmin)
|
Classes: PlaceTypeAdmin, CityAdmin, PointAdmin This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 4
| 760
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom django.contrib import admin\n\n\nclass PlaceTypeAdmin(admin.ModelAdmin):\n prepopulated_fields = {'slug': ('title',)}\nadmin.site.register(PlaceType, PlaceTypeAdmin)\n\n\nclass CityAdmin(admin.ModelAdmin):\n prepopulated_fields = {'slug': ('city', 'state')}\nadmin.site.register(City, CityAdmin)\n\n\nclass PointAdmin(admin.ModelAdmin):\n list_display = ('address', 'city', 'zip', 'latitude', 'longitude')\n list_filter = ('city',)\n search_fields = ('address',)\nadmin.site.register(Point, PointAdmin)\n\n\nclass PlaceAdmin(admin.ModelAdmin):\n list_display = ('title', 'point', 'city', 'status')\n list_filter = ('status', 'place_types')\n search_fields = ('title',)\n prepopulated_fields = {'slug': ('title',)}\nadmin.site.register(Place, PlaceAdmin)"}, {"role": "assistant", "content": " Classes: PlaceTypeAdmin, CityAdmin, PointAdmin\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
672575377a39630d4f58ec13f290e11591cee342
|
TheStack--python--010.parquet
|
Debug this Pythoncode:Python code: from py4vasp._third_party.graph import Graph, Series, plot import py4vasp.exceptions as exception import numpy as np import pytest from unittest.mock import patch def parabola(): x = np.linspace(0, 2, 50) return Series(x=x, y=x ** 2, name="parabola") @pytest.fixture def sine(): x = np.linspace(0, np.pi, 50) return Series(x=x, y=np.sin(x), name="sine") @pytest.fixture def two_lines(): x = np.linspace(0, 3, 30) y = np.linspace((0, 4), (1, 3), 30).T return Series(x=x, y=y, name="two lines") @pytest.fixture def fatband(): x = np.linspace(-1, 1, 40) return Series(x=x, y=np.abs(x), width=x ** 2, name="fatband") @pytest.fixture def non_numpy(): x = (1, 2, 3) y = (4, 5, 6) return Series(x, y), Series(list(x), list(y)) def test_basic_graph(parabola, Assert): graph = Graph(parabola) fig = graph.to_plotly() assert len(fig.data) == 1 compare_series(fig.data[0], parabola, Assert) def test_two_series(parabola, sine, Assert): graph = Graph([parabola, sine]) fig = graph.to_plotly() assert len(fig.data) == 2 for converted, original in zip(fig.data, [parabola, sine]): compare_series(converted, original, Assert) def compare_series(converted, original, Assert): Assert.allclose(converted.x, original.x) Assert.allclose(converted.y, original.y) assert converted.name == original.name def test_axis_label(parabola): graph = Graph(parabola) graph.xlabel = "xaxis label" graph.ylabel = "yaxis label" fig = graph.to_plotly() assert fig.layout.xaxis.title.text == graph.xlabel assert fig.layout.yaxis.title.text == graph.ylabel def test_secondary_yaxis(parabola, sine, Assert): sine.y2 = True graph = Graph([parabola, sine]) graph.y2label = "secondary yaxis label" fig = graph.to_plotly() assert fig.layout.yaxis2.title.text == graph.y2label assert len(fig.data) == 2 assert fig.data[1].yaxis == "y2" def test_two_lines(two_lines, Assert): graph = Graph(two_lines) fig = graph.to_plotly() assert len(fig.data) == 2 first_trace = True for converted, y in zip(fig.data, two_lines.y): original = Series(x=two_lines.x, y=y, name=two_lines.name) compare_series(converted, original, Assert) assert converted.legendgroup == original.name assert converted.showlegend == first_trace if first_trace: assert converted.line.color is not None color = converted.line.color assert converted.line.color == color first_trace = False ... [9 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 97: ... [9 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 16 Unexpected indentation at line 22 Unexpected indentation at line 23 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 11
| 0
| 2,631
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom py4vasp._third_party.graph import Graph, Series, plot\nimport py4vasp.exceptions as exception\nimport numpy as np\nimport pytest\nfrom unittest.mock import patch\n\n\ndef parabola():\n x = np.linspace(0, 2, 50)\n return Series(x=x, y=x ** 2, name=\"parabola\")\n\n\n@pytest.fixture\ndef sine():\n x = np.linspace(0, np.pi, 50)\n return Series(x=x, y=np.sin(x), name=\"sine\")\n\n\n@pytest.fixture\ndef two_lines():\n x = np.linspace(0, 3, 30)\n y = np.linspace((0, 4), (1, 3), 30).T\n return Series(x=x, y=y, name=\"two lines\")\n\n\n@pytest.fixture\ndef fatband():\n x = np.linspace(-1, 1, 40)\n return Series(x=x, y=np.abs(x), width=x ** 2, name=\"fatband\")\n\n\n@pytest.fixture\ndef non_numpy():\n x = (1, 2, 3)\n y = (4, 5, 6)\n return Series(x, y), Series(list(x), list(y))\n\n\ndef test_basic_graph(parabola, Assert):\n graph = Graph(parabola)\n fig = graph.to_plotly()\n assert len(fig.data) == 1\n compare_series(fig.data[0], parabola, Assert)\n\n\ndef test_two_series(parabola, sine, Assert):\n graph = Graph([parabola, sine])\n fig = graph.to_plotly()\n assert len(fig.data) == 2\n for converted, original in zip(fig.data, [parabola, sine]):\n compare_series(converted, original, Assert)\n\n\ndef compare_series(converted, original, Assert):\n Assert.allclose(converted.x, original.x)\n Assert.allclose(converted.y, original.y)\n assert converted.name == original.name\n\n\ndef test_axis_label(parabola):\n graph = Graph(parabola)\n graph.xlabel = \"xaxis label\"\n graph.ylabel = \"yaxis label\"\n fig = graph.to_plotly()\n assert fig.layout.xaxis.title.text == graph.xlabel\n assert fig.layout.yaxis.title.text == graph.ylabel\n\n\ndef test_secondary_yaxis(parabola, sine, Assert):\n sine.y2 = True\n graph = Graph([parabola, sine])\n graph.y2label = \"secondary yaxis label\"\n fig = graph.to_plotly()\n assert fig.layout.yaxis2.title.text == graph.y2label\n assert len(fig.data) == 2\n assert fig.data[1].yaxis == \"y2\"\n\n\ndef test_two_lines(two_lines, Assert):\n graph = Graph(two_lines)\n fig = graph.to_plotly()\n assert len(fig.data) == 2\n first_trace = True\n for converted, y in zip(fig.data, two_lines.y):\n original = Series(x=two_lines.x, y=y, name=two_lines.name)\n compare_series(converted, original, Assert)\n assert converted.legendgroup == original.name\n assert converted.showlegend == first_trace\n if first_trace:\n assert converted.line.color is not None\n color = converted.line.color\n assert converted.line.color == color\n first_trace = False\n\n\n\n ... [9 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 97: ... [9 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 16\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
672971449a63a7b0f21313129dbf35e82b87489d
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: from .catalog_service import CatalogService from .monitor_rule_lock_service import MonitorJobLockService from .monitor_rule_service import MonitorRuleService
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 158
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom .catalog_service import CatalogService\nfrom .monitor_rule_lock_service import MonitorJobLockService\nfrom .monitor_rule_service import MonitorRuleService"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6729c603b4e259b7e2f7b2b25a3b1e60e42cb6ba
|
TheStack--python--010.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python from ConfigParser import ConfigParser import sys import unittest from afs.tests.BaseTest import parse_commandline from afs.service.FSService import FSService import afs class EvaluateTestResults(unittest.TestCase) : def eval_get_fileserver(self, res) : self.assertEqual(self.general_restart_time, res.general_restart_time) self.assertEqual(self.newbinary_restart_time, res.newbinary_restart_time) return def eval_partition_list(self, res) : return class TestFSServiceSetMethods_async(unittest.TestCase): """ Tests FSService Methods """ @classmethod def setUpClass(self): """ setup FSService """ self.FSService = FSService() self.test_config = ConfigParser() self.test_config.read(afs.CONFIG.setup) self.FsName = self.test_config.get("FSService", "FS") self.FsUUID = self.test_config.get("FSService", "FSUUID") self.FsPartitions = self.test_config.get("FSService", "Partitions").split(",") self.FsPartitions.sort() task_ident=self.FSService.get_fileserver(self.FsName, async=True, cached=False) self.FSService.wait_for_task(task_ident) self.fileserver = self.FSService.get_task_result(task_ident) def test_partition_list(self) : # Complete this line for p in self.fileserver.parts : parts.append(p.name) parts.sort() self.assertEqual(self.FsPartitions, parts) return def test_uuid(self) : self.assertEqual(self.FsUUID, self.fileserver.uuid) return def test_get_volumes(self) : task_ident = self.FSService.get_volumes(self.fileserver, async=True, cached=False) self.FSService.wait_for_task(task_ident) volumes = self.FSService.get_task_result(task_ident) sys.stderr.write("num_vols=%s\n" % len(volumes,)) return class TestFSServiceSetMethods(unittest.TestCase): """ Tests FSService Methods """ @classmethod def setUpClass(self): """ setup FSService """ self.FSService = FSService() self.test_config = ConfigParser() self.test_config.read(afs.CONFIG.setup) self.FsName = self.test_config.get("FSService", "FS") self.FsUUID = self.test_config.get("FSService", "FSUUID") self.FsPartitions = self.test_config.get("FSService", "Partitions").split(",") self.FsPartitions.sort() self.fileserver=self.FSService.get_fileserver(self.FsName, async=False, cached=False) def test_partition_list(self) : parts = [] for p in self.fileserver.parts : parts.append(p.name) parts.sort() self.assertEqual(self.FsPartitions, parts) return def test_uuid(self) : self.assertEqual(self.FsUUID, self.fileserver.uuid) return def test_get_volum ... [code truncated] ...
|
The missing line is: parts = []
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 10
| 3
| 3,033
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\n\nfrom ConfigParser import ConfigParser\nimport sys\nimport unittest\n\nfrom afs.tests.BaseTest import parse_commandline\nfrom afs.service.FSService import FSService\nimport afs\n\nclass EvaluateTestResults(unittest.TestCase) :\n \n def eval_get_fileserver(self, res) :\n self.assertEqual(self.general_restart_time, res.general_restart_time)\n self.assertEqual(self.newbinary_restart_time, res.newbinary_restart_time)\n return\n\n def eval_partition_list(self, res) :\n return\n\n\nclass TestFSServiceSetMethods_async(unittest.TestCase):\n \"\"\" \n Tests FSService Methods\n \"\"\" \n \n @classmethod \n def setUpClass(self):\n \"\"\" \n setup FSService\n \"\"\" \n self.FSService = FSService()\n self.test_config = ConfigParser()\n self.test_config.read(afs.CONFIG.setup)\n self.FsName = self.test_config.get(\"FSService\", \"FS\")\n self.FsUUID = self.test_config.get(\"FSService\", \"FSUUID\")\n self.FsPartitions = self.test_config.get(\"FSService\", \"Partitions\").split(\",\")\n self.FsPartitions.sort()\n task_ident=self.FSService.get_fileserver(self.FsName, async=True, cached=False)\n self.FSService.wait_for_task(task_ident)\n self.fileserver = self.FSService.get_task_result(task_ident)\n \n def test_partition_list(self) :\n # Complete this line\n for p in self.fileserver.parts :\n parts.append(p.name)\n parts.sort()\n self.assertEqual(self.FsPartitions, parts)\n return\n\n def test_uuid(self) :\n self.assertEqual(self.FsUUID, self.fileserver.uuid)\n return\n \n def test_get_volumes(self) :\n task_ident = self.FSService.get_volumes(self.fileserver, async=True, cached=False)\n self.FSService.wait_for_task(task_ident)\n volumes = self.FSService.get_task_result(task_ident) \n sys.stderr.write(\"num_vols=%s\\n\" % len(volumes,))\n return\n\nclass TestFSServiceSetMethods(unittest.TestCase):\n \"\"\"\n Tests FSService Methods\n \"\"\"\n\n @classmethod\n def setUpClass(self):\n \"\"\"\n setup FSService\n \"\"\" \n self.FSService = FSService()\n self.test_config = ConfigParser()\n self.test_config.read(afs.CONFIG.setup)\n self.FsName = self.test_config.get(\"FSService\", \"FS\")\n self.FsUUID = self.test_config.get(\"FSService\", \"FSUUID\")\n self.FsPartitions = self.test_config.get(\"FSService\", \"Partitions\").split(\",\")\n self.FsPartitions.sort()\n self.fileserver=self.FSService.get_fileserver(self.FsName, async=False, cached=False)\n\n def test_partition_list(self) :\n parts = []\n for p in self.fileserver.parts :\n parts.append(p.name)\n parts.sort()\n self.assertEqual(self.FsPartitions, parts)\n return\n\n def test_uuid(self) :\n self.assertEqual(self.FsUUID, self.fileserver.uuid)\n return\n\n def test_get_volum\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n parts = []"}]
| false
| null | null | null |
672a71f256878454ccd431582441cd23718f136b
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: import bias import Brownian import coregionalize import exponential import eq_ode1 import finite_dimensional import fixed import gibbs import hetero import hierarchical import independent_outputs import linear import Matern32 import Matern52 import mlp # import ODE_1 # import ODE_UY import periodic_exponential import periodic_Matern32 import periodic_Matern52 import poly import prod_orthogonal import prod import rational_quadratic import rbfcos import rbf import rbf_inv import spline import symmetric import sympy_helpers import white
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 540
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport bias\nimport Brownian\nimport coregionalize\nimport exponential\nimport eq_ode1\nimport finite_dimensional\nimport fixed\nimport gibbs\nimport hetero\nimport hierarchical\nimport independent_outputs\nimport linear\nimport Matern32\nimport Matern52\nimport mlp\n# import ODE_1\n# import ODE_UY\nimport periodic_exponential\nimport periodic_Matern32\nimport periodic_Matern52\nimport poly\nimport prod_orthogonal\nimport prod\nimport rational_quadratic\nimport rbfcos\nimport rbf\nimport rbf_inv\nimport spline\nimport symmetric\nimport sympy_helpers\nimport white"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
672a7802b0760fb70eee9413a2261e1c22d48830
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: from ..utils import * def test_local_minmax(): case_1 = [1, 2, 3, 2, 1] print(local_minmax(case_1,True)) print(local_minmax(case_1)) case_2 = [0,0,1,2,3,9,9.1,9,9,3,3,3,2,-1,0,0,0] print("len_2: ",len(case_2)) print(local_minmax(case_2,True)) print(local_minmax(case_2)) assert local_minmax(case_2) == ([(6, 9.1)], [(13, -1)]) assert local_minmax(case_2,True) == ([(6, 9.1),(14,0),(15,0),(16,0)], [(0,0),(1,0),(13, -1)])
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 457
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom ..utils import *\n\ndef test_local_minmax():\n case_1 = [1, 2, 3, 2, 1]\n print(local_minmax(case_1,True))\n print(local_minmax(case_1))\n case_2 = [0,0,1,2,3,9,9.1,9,9,3,3,3,2,-1,0,0,0]\n print(\"len_2: \",len(case_2))\n print(local_minmax(case_2,True))\n print(local_minmax(case_2))\n assert local_minmax(case_2) == ([(6, 9.1)], [(13, -1)])\n assert local_minmax(case_2,True) == ([(6, 9.1),(14,0),(15,0),(16,0)], [(0,0),(1,0),(13, -1)])"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
672aa79eed12307c1b1dcc68e91e9cf9a84e21d2
|
TheStack--python--010.parquet
|
Find the logical error 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. """A demo to classify image.""" import argparse import re from edgetpu.classification.engine import ClassificationEngine from PIL import Image # Function to read labels from text files. def ReadLabelFile(file_path): """Reads labels from text file and store it in a dict. Each line in the file contains id and description separted by colon or space. Example: '0:cat' or '0 cat'. Args: file_path: String, path to the label file. Returns: Dict of (int, string) which maps label id to description. """ with open(file_path, 'r', encoding='utf-8') as f: lines = f.readlines() ret = {} for img in lines: pair = re.split(r'[:\s]+', line.strip(), maxsplit=1) ret[int(pair[0])] = pair[1].strip() return ret def main(): parser = argparse.ArgumentParser() parser.add_argument( '--model', help='File path of Tflite model.', required=True) parser.add_argument( '--label', help='File path of label file.', required=True) parser.add_argument( '--image', help='File path of the image to be recognized.', required=True) args = parser.parse_args() # Prepare labels. labels = ReadLabelFile(args.label) # Initialize engine. engine = ClassificationEngine(args.model) # Run inference. img = Image.open(args.image) for result in engine.ClassifyWithImage(img, top_k=3): print('---------------------------') print(labels[result[0]]) print('Score : ', result[1]) if __name__ == '__main__': main()
|
Logical Error Analysis: Error Type: VARIABLE_SHADOWING Issue: Variable "img" shadows outer scope Severity: LOW Location: Line 39 Explanation: Variable name reused in nested scope - may cause confusion Fix: Use different variable name in nested scope
|
intermediate
|
api
|
logical_errors
|
Pythoncode:Python
| 2
| 0
| 2,052
| true
|
[{"role": "user", "content": "Find the logical error 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\n\"\"\"A demo to classify image.\"\"\"\n\nimport argparse\nimport re\nfrom edgetpu.classification.engine import ClassificationEngine\nfrom PIL import Image\n\n\n# Function to read labels from text files.\ndef ReadLabelFile(file_path):\n \"\"\"Reads labels from text file and store it in a dict.\n\n Each line in the file contains id and description separted by colon or space.\n Example: '0:cat' or '0 cat'.\n\n Args:\n file_path: String, path to the label file.\n\n Returns:\n Dict of (int, string) which maps label id to description.\n \"\"\"\n with open(file_path, 'r', encoding='utf-8') as f:\n lines = f.readlines()\n ret = {}\n for img in lines:\n pair = re.split(r'[:\\s]+', line.strip(), maxsplit=1)\n ret[int(pair[0])] = pair[1].strip()\n return ret\n\n\ndef main():\n parser = argparse.ArgumentParser()\n parser.add_argument(\n '--model', help='File path of Tflite model.', required=True)\n parser.add_argument(\n '--label', help='File path of label file.', required=True)\n parser.add_argument(\n '--image', help='File path of the image to be recognized.', required=True)\n args = parser.parse_args()\n\n # Prepare labels.\n labels = ReadLabelFile(args.label)\n # Initialize engine.\n engine = ClassificationEngine(args.model)\n # Run inference.\n img = Image.open(args.image)\n for result in engine.ClassifyWithImage(img, top_k=3):\n print('---------------------------')\n print(labels[result[0]])\n print('Score : ', result[1])\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: VARIABLE_SHADOWING\n Issue: Variable \"img\" shadows outer scope\n Severity: LOW\n\n Location: Line 39\n\n Explanation: Variable name reused in nested scope - may cause confusion\n Fix: Use different variable name in nested scope"}]
| true
|
logical
|
VARIABLE_SHADOWING
|
LOW
|
672ade296279b08562474d2aeb59848b1f27b508
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Time: O(n) # Space: O(1) # # Given an array of integers, every element appears twice except for one. Find that single one. # # Note: # Your algorithm should have a linear runtime complexity. Could you implement it without using extra memory? # import functools, operator class Solution: """ :type nums: List[int] :rtype: int """ def singleNumber(self, A): return functools.reduce(operator.xor, A) # Space O(n), need set to store items def singleNumber2(self, A): return sum(set(A)) * 2 - sum(A) if __name__ == '__main__': print(Solution().singleNumber([1, 1, 2, 2, 3]))
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 626
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Time: O(n)\n# Space: O(1)\n#\n# Given an array of integers, every element appears twice except for one. Find that single one.\n#\n# Note:\n# Your algorithm should have a linear runtime complexity. Could you implement it without using extra memory?\n#\n\nimport functools, operator\n\n\nclass Solution:\n \"\"\"\n :type nums: List[int]\n :rtype: int\n \"\"\"\n def singleNumber(self, A):\n return functools.reduce(operator.xor, A)\n\n # Space O(n), need set to store items\n def singleNumber2(self, A):\n return sum(set(A)) * 2 - sum(A)\n\nif __name__ == '__main__':\n print(Solution().singleNumber([1, 1, 2, 2, 3]))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
672b4407b875c75e1a2821b409a604ba2c0cbb83
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: # coding: utf-8 import random import os.path as op from werkzeug import secure_filename from flask import current_app from datetime import date from speaklater import make_lazy_string def dated_path(obj, file_data): try: prefix = getattr(obj, 'model_name') except: prefix = "undefined" parts = op.splitext(file_data.filename) rand = random.getrandbits(16) filename = u"{name}_{rand}{ext}".format( rand=rand, name=parts[0], ext=parts[1] ) filename = secure_filename(filename) today = date.today() path = u"{prefix}/{t.year}/{t.month}/{filename}".format( prefix=prefix, t=today, filename=filename, r=random.getrandbits(32) ) return path def media_path(suffix=None): media_root = current_app.config.get('MEDIA_ROOT')
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Fix: Complete the function 'media_path' body and add missing return
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 798
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding: utf-8\nimport random\nimport os.path as op\nfrom werkzeug import secure_filename\nfrom flask import current_app\nfrom datetime import date\nfrom speaklater import make_lazy_string\n\n\ndef dated_path(obj, file_data):\n try:\n prefix = getattr(obj, 'model_name')\n except:\n prefix = \"undefined\"\n\n parts = op.splitext(file_data.filename)\n rand = random.getrandbits(16)\n filename = u\"{name}_{rand}{ext}\".format(\n rand=rand, name=parts[0], ext=parts[1]\n )\n filename = secure_filename(filename)\n today = date.today()\n path = u\"{prefix}/{t.year}/{t.month}/{filename}\".format(\n prefix=prefix, t=today, filename=filename, r=random.getrandbits(32)\n )\n return path\n\n\ndef media_path(suffix=None):\n media_root = current_app.config.get('MEDIA_ROOT')"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Fix: Complete the function 'media_path' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
672be9f827bae0b0ff91d026ed260d9edd7d6f0d
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: from channels.routing import route_class from . import consumers from .consumers import irc channel_routing = [ route_class(consumers.MyConsumer), route_class(irc.IRCConsumer) ]
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
oop
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 187
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom channels.routing import route_class\nfrom . import consumers\nfrom .consumers import irc\n\nchannel_routing = [\n route_class(consumers.MyConsumer),\n route_class(irc.IRCConsumer)\n]"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
672cc4c9116fdbdd0a27507eecd0cbba17c34870
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python3 __author__ = ['[Brandon Amos](http://bamos.github.io)'] __date__ = '2014.02.14' """ `rank-writing.py` ranks the writing quality of my blog's Markdown posts and my project's Markdown README files. The following programs should be on your `PATH`: + [aspell](http://aspell.net/) + [write-good](https://github.com/btford/write-good) + [diction](https://www.gnu.org/software/diction/) ``` $ rank-writing.py *.md === 2013-05-03-scraping-tables-python.md === Total: 53 ├── aspell: 34 ├── diction: 0 └── write-good: 19 ... === 2013-04-16-pdf-from-plaintext.md === Total: 0 ├── aspell: 0 ├── diction: 0 └── write-good: 0 ``` """ import argparse import re import shutil import sys from subprocess import Popen, PIPE parser = argparse.ArgumentParser() parser.add_argument('--aspell', action='store_true') parser.add_argument('--diction', action='store_true') parser.add_argument('--write-good', action='store_true') parser.add_argument('files', type=str, nargs='+') args = parser.parse_args() # If no arguments are provided, show everything. if not (args.aspell or args.diction or args.write_good): args.aspell = args.diction = args.write_good = True programs = [] if args.aspell: programs.append("aspell") if args.diction: programs.append("diction") if args.write_good: programs.append("write-good") for program in programs: if not shutil.which(program): print("Error: '{}' not found on PATH. Please install.".format(program)) sys.exit(-1) def call(cmd, in_f=None): if in_f: with open(in_f, 'r') as f: p = Popen(cmd, stdout=PIPE, stderr=PIPE, stdin=f) else: p = Popen(cmd, stdout=PIPE, stderr=PIPE) out = p.communicate()[0].decode() if p.returncode != 0: raise Exception("Error running {}".format(cmd)) return out def getNumSuggestions(program, f_name): if program == "write-good": out = call(["write-good", f_name]) return out.count("-------------") elif program == "diction": out = call(["diction", "--suggest", f_name]) r = re.search("(\S*) phrases? in (\S*) sentences? found.", out) if r: if r.group(1) == "No": return 0 else: return int(r.group(1)) elif program == "aspell": out = call(["aspell", "list"], in_f=f_name) return len(out.split()) else: raise Exception("Unrecognized program: {}".format(program)) def getSuggestions(f_name): suggestions = list(map(lambda x: getNumSuggestions(x, f_name), programs)) return (sum(suggestions), suggestions, f_name) for tup in sorted(map(getSuggestions, args.files), reverse=True): print("\n=== {} ===".format(tup[2])) print(" Total: {}".format(tup[0])) div = ["├──"] * (len(programs) - 1) + ["└──"] for program_output in list(zip(div, programs, tup[1])): print(" {} {}: {}".format(*program_output))
|
Functions: call, getNumSuggestions, getSuggestions This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 3
| 0
| 2,947
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n__author__ = ['[Brandon Amos](http://bamos.github.io)']\n__date__ = '2014.02.14'\n\n\"\"\"\n`rank-writing.py` ranks the writing quality of my\nblog's Markdown posts and my project's Markdown README files.\n\nThe following programs should be on your `PATH`:\n+ [aspell](http://aspell.net/)\n+ [write-good](https://github.com/btford/write-good)\n+ [diction](https://www.gnu.org/software/diction/)\n\n\n```\n$ rank-writing.py *.md\n\n=== 2013-05-03-scraping-tables-python.md ===\nTotal: 53\n\u251c\u2500\u2500 aspell: 34\n\u251c\u2500\u2500 diction: 0\n\u2514\u2500\u2500 write-good: 19\n\n...\n\n=== 2013-04-16-pdf-from-plaintext.md ===\nTotal: 0\n\u251c\u2500\u2500 aspell: 0\n\u251c\u2500\u2500 diction: 0\n\u2514\u2500\u2500 write-good: 0\n```\n\"\"\"\n\nimport argparse\nimport re\nimport shutil\nimport sys\nfrom subprocess import Popen, PIPE\n\nparser = argparse.ArgumentParser()\nparser.add_argument('--aspell', action='store_true')\nparser.add_argument('--diction', action='store_true')\nparser.add_argument('--write-good', action='store_true')\nparser.add_argument('files', type=str, nargs='+')\nargs = parser.parse_args()\n\n# If no arguments are provided, show everything.\nif not (args.aspell or args.diction or args.write_good):\n args.aspell = args.diction = args.write_good = True\n\nprograms = []\nif args.aspell:\n programs.append(\"aspell\")\nif args.diction:\n programs.append(\"diction\")\nif args.write_good:\n programs.append(\"write-good\")\n\nfor program in programs:\n if not shutil.which(program):\n print(\"Error: '{}' not found on PATH. Please install.\".format(program))\n sys.exit(-1)\n\n\ndef call(cmd, in_f=None):\n if in_f:\n with open(in_f, 'r') as f:\n p = Popen(cmd, stdout=PIPE, stderr=PIPE, stdin=f)\n else:\n p = Popen(cmd, stdout=PIPE, stderr=PIPE)\n out = p.communicate()[0].decode()\n if p.returncode != 0:\n raise Exception(\"Error running {}\".format(cmd))\n return out\n\n\ndef getNumSuggestions(program, f_name):\n if program == \"write-good\":\n out = call([\"write-good\", f_name])\n return out.count(\"-------------\")\n elif program == \"diction\":\n out = call([\"diction\", \"--suggest\", f_name])\n r = re.search(\"(\\S*) phrases? in (\\S*) sentences? found.\", out)\n if r:\n if r.group(1) == \"No\":\n return 0\n else:\n return int(r.group(1))\n elif program == \"aspell\":\n out = call([\"aspell\", \"list\"], in_f=f_name)\n return len(out.split())\n else:\n raise Exception(\"Unrecognized program: {}\".format(program))\n\n\ndef getSuggestions(f_name):\n suggestions = list(map(lambda x: getNumSuggestions(x, f_name), programs))\n return (sum(suggestions), suggestions, f_name)\n\n\nfor tup in sorted(map(getSuggestions, args.files), reverse=True):\n print(\"\\n=== {} ===\".format(tup[2]))\n print(\" Total: {}\".format(tup[0]))\n div = [\"\u251c\u2500\u2500\"] * (len(programs) - 1) + [\"\u2514\u2500\u2500\"]\n for program_output in list(zip(div, programs, tup[1])):\n print(\" {} {}: {}\".format(*program_output))"}, {"role": "assistant", "content": " Functions: call, getNumSuggestions, getSuggestions\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
672d1c839c6b357f1c9cbe56d65209a74135329d
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 import arrow import requests import datetime def fetch_production(zone_key='AW', session=None, target_datetime=None, logger=None): if target_datetime: raise NotImplementedError('This parser is not yet able to parse past dates') r = session or requests.session() url = 'https://www.webaruba.com/renewable-energy-dashboard/app/rest/results.json' # User agent is mandatory or services answers 404 headers = {'user-agent': 'electricitymap.org'} response = r.get(url, headers=headers) aruba_json = response.json() top_data = aruba_json['dashboard_top_data'] # Values currenlty used from service fossil = top_data['Fossil'] wind = top_data['Wind'] solar = top_data['TotalSolar'] # biogas live value is 0 MW all the time (2021) biogas = top_data['total_bio_gas'] total = top_data['TotalPower'] # "unknown" is when data reported in the categories above is less than total reported. # If categories sum up to more than total, accept the datapoint, but only if it's less than 2% of total. # This helps avoid missing data when it's a little bit off, due to rounding or reporting reported_total = float(total['value']) sources_total = float(fossil['value']) + float(wind['value']) + float(solar['value']) + float(biogas['value'])
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Unterminated string literal at line 28 • Hardcoded credentials at line 8 - use environment variables Fix: Complete the function 'fetch_production' body and add missing return
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,333
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport arrow\nimport requests\nimport datetime\n\n\ndef fetch_production(zone_key='AW', session=None, target_datetime=None, logger=None):\n if target_datetime:\n raise NotImplementedError('This parser is not yet able to parse past dates')\n\n r = session or requests.session()\n url = 'https://www.webaruba.com/renewable-energy-dashboard/app/rest/results.json'\n # User agent is mandatory or services answers 404\n headers = {'user-agent': 'electricitymap.org'}\n response = r.get(url, headers=headers)\n aruba_json = response.json()\n top_data = aruba_json['dashboard_top_data']\n\n # Values currenlty used from service\n fossil = top_data['Fossil']\n wind = top_data['Wind']\n solar = top_data['TotalSolar']\n # biogas live value is 0 MW all the time (2021)\n biogas = top_data['total_bio_gas']\n total = top_data['TotalPower']\n # \"unknown\" is when data reported in the categories above is less than total reported.\n # If categories sum up to more than total, accept the datapoint, but only if it's less than 2% of total.\n # This helps avoid missing data when it's a little bit off, due to rounding or reporting\n reported_total = float(total['value'])\n sources_total = float(fossil['value']) + float(wind['value']) + float(solar['value']) + float(biogas['value'])"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Unterminated string literal at line 28\n \u2022 Hardcoded credentials at line 8 - use environment variables\n\n Fix: Complete the function 'fetch_production' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
672df17bf3b6611ea6dfca7ed7f02f6a786b1841
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import warnings from ..event_type import EventType from aioviberbot.api.viber_requests.viber_request import ViberRequest class ViberSeenRequest(ViberRequest): def __init__(self): super(ViberSeenRequest, self).__init__(EventType.SEEN) self._message_token = None self._user_id = None def from_dict(self, request_dict): super(ViberSeenRequest, self).from_dict(request_dict) self._message_token = request_dict['message_token'] self._user_id = request_dict['user_id'] return self @property def meesage_token(self): warnings.warn('Property `meesage_token` had typo and now is deprecated, please use `message_token` instead')
|
Syntax Analysis: Fixes: • Add docstring to class 'ViberSeenRequest' • Add docstring to function 'from_dict'
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 6
| 1
| 704
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport warnings\nfrom ..event_type import EventType\nfrom aioviberbot.api.viber_requests.viber_request import ViberRequest\n\n\nclass ViberSeenRequest(ViberRequest):\n def __init__(self):\n super(ViberSeenRequest, self).__init__(EventType.SEEN)\n self._message_token = None\n self._user_id = None\n\n def from_dict(self, request_dict):\n super(ViberSeenRequest, self).from_dict(request_dict)\n self._message_token = request_dict['message_token']\n self._user_id = request_dict['user_id']\n return self\n\n @property\n def meesage_token(self):\n warnings.warn('Property `meesage_token` had typo and now is deprecated, please use `message_token` instead')"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to class 'ViberSeenRequest'\n \u2022 Add docstring to function 'from_dict'"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
672e0269906349feaefd6d38c43241562184a5a4
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: import sys class CalibrationSingleExp(ClusterSimulation):#ne_alpha : 540,272.98 = for 1.93958MeV def __init__(self, detector=None, sigrange=(0, 540273), devrange=(0.75,0.91)): super(CalibrationSingleExp, self).__init__(detector=detector) self.mc = GaussianSignalISOMonteCarlo((-0.5, 0.5), (-0.5, 0.5), sigrange=sigrange, devrange=devrange) self.i=0 def Execute(self): self.detector.InjectSignal(self.mc.GenerateSignal()) fX, fY = self.detector.GetDigitizedSignal_List() pixlist = list() for i in range(fX.size): pixlist.append(Pixel(x=fX[i], y=fY[i])) self.Analysis(pixlist) self.i=self.i+1 return None def Record(self): return None ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 24: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 4 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
advanced
|
oop
|
code_review
|
Pythoncode:Python
| 3
| 1
| 888
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport sys\n\nclass CalibrationSingleExp(ClusterSimulation):#ne_alpha : 540,272.98 = for 1.93958MeV\n def __init__(self, detector=None, sigrange=(0, 540273), devrange=(0.75,0.91)):\n super(CalibrationSingleExp, self).__init__(detector=detector)\n self.mc = GaussianSignalISOMonteCarlo((-0.5, 0.5),\n (-0.5, 0.5),\n sigrange=sigrange, devrange=devrange)\n self.i=0\n def Execute(self):\n self.detector.InjectSignal(self.mc.GenerateSignal())\n fX, fY = self.detector.GetDigitizedSignal_List()\n pixlist = list()\n for i in range(fX.size):\n pixlist.append(Pixel(x=fX[i], y=fY[i]))\n self.Analysis(pixlist)\n self.i=self.i+1\n return None\n def Record(self):\n return None\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 24: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 4\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
672e3f709a15cb93e64d6aacd7306560d53ece5c
|
TheStack--python--010.parquet
|
Fill in the in this Pythoncode:Python code: # ------------------------------------------------------------------------------------- # IMPORTS # ------------------------------------------------------------------------------------- from pprint import pprint from .tabulate import trow # Complete this line # ------------------------------------------------------------------------------------- # COLORS # ------------------------------------------------------------------------------------- # Define ANSI codes ... [1 more functiondefs truncated] ...
|
The missing line is:
|
intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 494
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -------------------------------------------------------------------------------------\n# IMPORTS\n# -------------------------------------------------------------------------------------\n\nfrom pprint import pprint\nfrom .tabulate import trow\n # Complete this line\n# -------------------------------------------------------------------------------------\n# COLORS\n# -------------------------------------------------------------------------------------\n\n# Define ANSI codes\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
672e6193c496228832b6299ae651f5ac65c0b0da
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: from app import commands async def on_received_message(client, message): if message.author == client.user: return
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Fix: Add body to If block or use 'pass' statement
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 127
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom app import commands\n\n\nasync def on_received_message(client, message):\n if message.author == client.user:\n return"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
67322279eb647353cec36225326e2e338fc048db
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: """ * * Author: Juarez Paulino(coderemite) * Email: juarez.paulino@gmail.com * """ n,k=map(int,input().split()) print('YNEOS'['#'*k in input()::2])
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 153
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"\n *\n * Author: Juarez Paulino(coderemite)\n * Email: juarez.paulino@gmail.com\n *\n \"\"\"\nn,k=map(int,input().split())\nprint('YNEOS'['#'*k in input()::2])"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6732314750dad52ce5af4ed70486f5678da461a9
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: # Generated by Django 2.2.1 on 2019-06-04 14:37 from django.conf import settings from django.db import migrations, models import django.db.models.deletion import django.utils.timezone import picklefield.fields
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 210
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Generated by Django 2.2.1 on 2019-06-04 14:37\n\nfrom django.conf import settings\nfrom django.db import migrations, models\nimport django.db.models.deletion\nimport django.utils.timezone\nimport picklefield.fields"}, {"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
|
673244acbd905360bfe357097f5dfe157b55a7c1
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: """ Prioritized DDQN (prop, tuned) scores from Prioritized DQN paper. 57 entries ------------------------------------------------------------------------ 57 unique entries """ from .entries import entries # Specify ALGORITHM algo = { # ALGORITHM "algo-title": "Prioritized Double Deep Q-Network (proportional, tuned)", "algo-nickname": "Prioritized DDQN (prop, tuned)", "algo-source-title": "Prioritized Experience Replay", # HYPERPARAMETERS "algo-frames": 200 * 1000 * 1000, # Number of frames } # Populate entries entries = [{**entry, **algo} for entry in entries] assert len(entries) == 57
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 20 ✨ Improvements: Add closing quote at line 1
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 0
| 0
| 631
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\nPrioritized DDQN (prop, tuned) scores from Prioritized DQN paper.\n\n 57 entries\n------------------------------------------------------------------------\n 57 unique entries\n\n\"\"\"\nfrom .entries import entries\n\n\n# Specify ALGORITHM\nalgo = {\n # ALGORITHM\n \"algo-title\": \"Prioritized Double Deep Q-Network (proportional, tuned)\",\n \"algo-nickname\": \"Prioritized DDQN (prop, tuned)\",\n \"algo-source-title\": \"Prioritized Experience Replay\",\n\n # HYPERPARAMETERS\n \"algo-frames\": 200 * 1000 * 1000, # Number of frames\n}\n\n# Populate entries\nentries = [{**entry, **algo} for entry in entries]\n\nassert len(entries) == 57"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 20\n\n\u2728 Improvements:\n Add closing quote at line 1"}]
| false
| null | null | null |
67348ce306ea9b2be37a4fa4b4cc0e5ffd6502a7
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- import numpy as np import torch import torch.nn as nn import torch.nn.functional as F import torchvision.transforms as transforms import torchvision.utils as vutils from PIL import Image from tensorboardX import SummaryWriter from torch.utils.data import DataLoader from torch.utils.data import Dataset import matplotlib.pyplot as plt class Net(nn.Module): def __init__(self): super(Net, self).__init__() self.conv1 = nn.Conv2d(3, 6, 5) self.pool1 = nn.MaxPool2d(2, 2) self.conv2 = nn.Conv2d(6, 16, 5) self.pool2 = nn.MaxPool2d(2, 2) self.fc1 = nn.Linear(16 * 5 * 5, 120) self.fc2 = nn.Linear(120, 84) self.fc3 = nn.Linear(84, 10) def forward(self, x): x = self.pool1(F.relu(self.conv1(x))) x = self.pool2(F.relu(self.conv2(x))) x = x.view(-1, 16 * 5 * 5) x = F.relu(self.fc1(x)) x = F.relu(self.fc2(x)) x = self.fc3(x) return x # 定义权值初始化 def initialize_weights(self): for m in self.modules(): if isinstance(m, nn.Conv2d): torch.nn.init.xavier_normal_(m.weight.data) if m.bias is not None: m.bias.data.zero_() elif isinstance(m, nn.BatchNorm2d): m.weight.data.fill_(1) m.bias.data.zero_() elif isinstance(m, nn.Linear): torch.nn.init.normal_(m.weight.data, 0, 0.01) m.bias.data.zero_() class MyDataset(Dataset): def __init__(self, txt_path, transform=None, target_transform=None): fh = open(txt_path, 'r') imgs = [] for line in fh: line = line.rstrip() words = line.split() imgs.append((words[0], int(words[1]))) self.imgs = imgs # 最主要就是要生成这个list， 然后DataLoader中给index，通过getitem读取图片数据 self.transform = transform self.target_transform = target_transform def __getitem__(self, index): fn, label = self.imgs[index] img = Image.open(fn).convert('RGB') # 像素值 0~255，在transfrom.totensor会除以255，使像素值变成 0~1 if self.transform is not None: img = self.transform(img) # 在这里做transform，转为tensor等等 return img, label def __len__(self): return len(self.imgs) ... [1 more functiondefs truncated] ...
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Functions: __init__, forward, initialize_weights, __init__, __getitem__ Classes: Net, MyDataset This code demonstrates Pythoncode:Python programming.
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advanced
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database
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code_explanation
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Pythoncode:Python
| 6
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nimport numpy as np\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\nimport torchvision.transforms as transforms\nimport torchvision.utils as vutils\nfrom PIL import Image\nfrom tensorboardX import SummaryWriter\nfrom torch.utils.data import DataLoader\nfrom torch.utils.data import Dataset\nimport matplotlib.pyplot as plt\n\nclass Net(nn.Module):\n def __init__(self):\n super(Net, self).__init__()\n self.conv1 = nn.Conv2d(3, 6, 5)\n self.pool1 = nn.MaxPool2d(2, 2)\n self.conv2 = nn.Conv2d(6, 16, 5)\n self.pool2 = nn.MaxPool2d(2, 2)\n self.fc1 = nn.Linear(16 * 5 * 5, 120)\n self.fc2 = nn.Linear(120, 84)\n self.fc3 = nn.Linear(84, 10)\n\n def forward(self, x):\n x = self.pool1(F.relu(self.conv1(x)))\n x = self.pool2(F.relu(self.conv2(x)))\n x = x.view(-1, 16 * 5 * 5)\n x = F.relu(self.fc1(x))\n x = F.relu(self.fc2(x))\n x = self.fc3(x)\n return x\n\n # \u5b9a\u4e49\u6743\u503c\u521d\u59cb\u5316\n def initialize_weights(self):\n for m in self.modules():\n if isinstance(m, nn.Conv2d):\n torch.nn.init.xavier_normal_(m.weight.data)\n if m.bias is not None:\n m.bias.data.zero_()\n elif isinstance(m, nn.BatchNorm2d):\n m.weight.data.fill_(1)\n m.bias.data.zero_()\n elif isinstance(m, nn.Linear):\n torch.nn.init.normal_(m.weight.data, 0, 0.01)\n m.bias.data.zero_()\n\n\nclass MyDataset(Dataset):\n def __init__(self, txt_path, transform=None, target_transform=None):\n fh = open(txt_path, 'r')\n imgs = []\n for line in fh:\n line = line.rstrip()\n words = line.split()\n imgs.append((words[0], int(words[1])))\n\n self.imgs = imgs # \u6700\u4e3b\u8981\u5c31\u662f\u8981\u751f\u6210\u8fd9\u4e2alist\uff0c \u7136\u540eDataLoader\u4e2d\u7ed9index\uff0c\u901a\u8fc7getitem\u8bfb\u53d6\u56fe\u7247\u6570\u636e\n self.transform = transform\n self.target_transform = target_transform\n\n def __getitem__(self, index):\n fn, label = self.imgs[index]\n img = Image.open(fn).convert('RGB') # \u50cf\u7d20\u503c 0~255\uff0c\u5728transfrom.totensor\u4f1a\u9664\u4ee5255\uff0c\u4f7f\u50cf\u7d20\u503c\u53d8\u6210 0~1\n\n if self.transform is not None:\n img = self.transform(img) # \u5728\u8fd9\u91cc\u505atransform\uff0c\u8f6c\u4e3atensor\u7b49\u7b49\n\n return img, label\n\n def __len__(self):\n return len(self.imgs)\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, forward, initialize_weights, __init__, __getitem__\n Classes: Net, MyDataset\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6735398167e2d68140a95b22f271cec724908b0d
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TheStack--python--010.parquet
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Explain this Pythoncode:Python code: from .mnist import MNIST_Dataset from .cifar10 import CIFAR10_Dataset from .fashion import FASHION_Dataset from .crack import CRACK_Dataset def load_dataset(dataset_name, data_path, normal_class): """Loads the dataset.""" implemented_datasets = ('mnist', 'cifar10', 'fashion', 'crack', 'crack128') assert dataset_name in implemented_datasets dataset = None if dataset_name == 'mnist': dataset = MNIST_Dataset(root=data_path, normal_class=normal_class) if dataset_name == 'cifar10': dataset = CIFAR10_Dataset(root=data_path, normal_class=normal_class) if dataset_name == 'fashion': dataset = FASHION_Dataset(root=data_path, normal_class=normal_class) if dataset_name == 'crack': dataset = CRACK_Dataset(root=data_path, normal_class=normal_class) if dataset_name == 'crack128': dataset = CRACK_Dataset(root=data_path, normal_class=normal_class, patch_size=128) return dataset
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Functions: load_dataset This code demonstrates Pythoncode:Python programming.
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intermediate
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testing
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code_explanation
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Pythoncode:Python
| 1
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| 968
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom .mnist import MNIST_Dataset\nfrom .cifar10 import CIFAR10_Dataset\nfrom .fashion import FASHION_Dataset\nfrom .crack import CRACK_Dataset\n\n\ndef load_dataset(dataset_name, data_path, normal_class):\n \"\"\"Loads the dataset.\"\"\"\n\n implemented_datasets = ('mnist', 'cifar10', 'fashion', 'crack', 'crack128')\n assert dataset_name in implemented_datasets\n\n dataset = None\n\n if dataset_name == 'mnist':\n dataset = MNIST_Dataset(root=data_path, normal_class=normal_class)\n\n if dataset_name == 'cifar10':\n dataset = CIFAR10_Dataset(root=data_path, normal_class=normal_class)\n\n if dataset_name == 'fashion':\n dataset = FASHION_Dataset(root=data_path, normal_class=normal_class)\n\n if dataset_name == 'crack':\n dataset = CRACK_Dataset(root=data_path, normal_class=normal_class)\n \n if dataset_name == 'crack128':\n dataset = CRACK_Dataset(root=data_path, normal_class=normal_class, patch_size=128)\n\n return dataset"}, {"role": "assistant", "content": " Functions: load_dataset\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
67364b91a7b240f3bb8c13b1645aba9ae4d7a60b
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TheStack--python--010.parquet
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Debug this Pythoncode:Python code: # Copyright (c) 2020, NVIDIA CORPORATION. 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. import nvidia.dali as dali import nvidia.dali.ops as ops import nvidia.dali.types as types import numpy as np import scipy.stats as st import math def test_uniform_default(): pipe = dali.pipeline.Pipeline(1, 1, 0) with pipe: pipe.set_outputs(dali.fn.uniform(shape=[1e6])) pipe.build() oo = pipe.run() possibly_uniform_distribution = oo[0].as_array()[0] _, pv = st.kstest(rvs=possibly_uniform_distribution, cdf='uniform') assert pv < 1e-8, "`possibly_uniform_distribution` is not an uniform distribution" assert (-1 <= possibly_uniform_distribution).all() and \ (possibly_uniform_distribution < 1).all(), \ "Value returned from the op is outside of requested range" def test_uniform_continuous(): pipe = dali.pipeline.Pipeline(1, 1, 0) lo = -100 hi = 100 test_range = (hi - lo) * np.random.random_sample(2) + lo # 2 elems from [-100, 100] range test_range.sort() test_range = test_range.astype('float32') with pipe: pipe.set_outputs(dali.fn.uniform(range=test_range.tolist(), shape=[1e6])) pipe.build() oo = pipe.run() possibly_uniform_distribution = oo[0].as_array()[0] _, pv = st.kstest(rvs=possibly_uniform_distribution, cdf='uniform') assert pv < 1e-8, "`possibly_uniform_distribution` is not an uniform distribution" assert (test_range[0] <= possibly_uniform_distribution).all() and \ (test_range[0] < test_range[1]).all(), \ "Value returned from the op is outside of requested range" ... [2 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 57: ... [2 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 26 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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intermediate
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testing
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debugging
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Pythoncode:Python
| 2
| 0
| 2,209
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright (c) 2020, NVIDIA CORPORATION. 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\nimport nvidia.dali as dali\nimport nvidia.dali.ops as ops\nimport nvidia.dali.types as types\nimport numpy as np\nimport scipy.stats as st\nimport math\n\n\n\ndef test_uniform_default():\n pipe = dali.pipeline.Pipeline(1, 1, 0)\n with pipe:\n pipe.set_outputs(dali.fn.uniform(shape=[1e6]))\n pipe.build()\n oo = pipe.run()\n possibly_uniform_distribution = oo[0].as_array()[0]\n _, pv = st.kstest(rvs=possibly_uniform_distribution, cdf='uniform')\n assert pv < 1e-8, \"`possibly_uniform_distribution` is not an uniform distribution\"\n assert (-1 <= possibly_uniform_distribution).all() and \\\n (possibly_uniform_distribution < 1).all(), \\\n \"Value returned from the op is outside of requested range\"\n\n\ndef test_uniform_continuous():\n pipe = dali.pipeline.Pipeline(1, 1, 0)\n lo = -100\n hi = 100\n test_range = (hi - lo) * np.random.random_sample(2) + lo # 2 elems from [-100, 100] range\n test_range.sort()\n test_range = test_range.astype('float32')\n with pipe:\n pipe.set_outputs(dali.fn.uniform(range=test_range.tolist(), shape=[1e6]))\n pipe.build()\n oo = pipe.run()\n possibly_uniform_distribution = oo[0].as_array()[0]\n _, pv = st.kstest(rvs=possibly_uniform_distribution, cdf='uniform')\n assert pv < 1e-8, \"`possibly_uniform_distribution` is not an uniform distribution\"\n assert (test_range[0] <= possibly_uniform_distribution).all() and \\\n (test_range[0] < test_range[1]).all(), \\\n \"Value returned from the op is outside of requested range\"\n\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 57: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 26\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
67366c126ffd5bd34ebade4a837cfacac7e44140
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TheStack--python--010.parquet
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Fix this broken Pythoncode:Python code: """Define ctc_decode function.""" import tensorflow as tf import tensorflow.keras.backend as K from tensorflow.python.ops import ctc_ops, sparse_ops # pylint: disable=no-name-in-module def ctc_decode(y_pred, input_length, max_output_length): """ Cut down from https://github.com/keras-team/keras/blob/master/keras/backend/tensorflow_backend.py#L4170 Decodes the output of a softmax. Uses greedy (best path) search. # Arguments y_pred: tensor `(samples, time_steps, num_categories` containing the prediction, or output of the softmax. input_length: tensor `(samples, )` containing the sequence length for each batch item in `y_pred`. max_output_length: int giving the max output sequence length # Returns List: list of one element that contains the decoded sequence. """ y_pred = tf.math.log(tf.transpose(y_pred, perm=[1, 0, 2]) + K.epsilon()) input_length = tf.cast((tf.squeeze(input_length, axis=-1)), tf.int32) (decoded, _) = ctc_ops.ctc_greedy_decoder(inputs=y_pred, sequence_length=input_length) sparse = decoded[0] decoded_dense = sparse_ops.sparse_to_dense(sparse.indices, sparse.dense_shape, sparse.values, default_value=-1) # Unfortunately, decoded_dense will be of different number of columns, depending on the decodings. # For use in `predict()`, we need to get it all in one standard shape, so let's pad if necessary. max_length = max_output_length + 2 # giving 2 extra characters for CTC leeway cols = tf.shape(decoded_dense)[-1] def pad(): return tf.pad(decoded_dense, [[0, 0], [0, max_length - cols]], constant_values=-1) def noop(): return decoded_dense return tf.cond(tf.less(cols, max_length), pad, noop) Error: SyntaxError: unmatched brackets
|
Fixed Code: """Define ctc_decode function.""" import tensorflow as tf import tensorflow.keras.backend as K from tensorflow.python.ops import ctc_ops, sparse_ops # pylint: disable=no-name-in-module def ctc_decode(y_pred, input_length, max_output_length): """ Cut down from https://github.com/keras-team/keras/blob/master/keras/backend/tensorflow_backend.py#L4170 Decodes the output of a softmax. Uses greedy (best path) search. # Arguments y_pred: tensor `(samples, time_steps, num_categories)` containing the prediction, or output of the softmax. input_length: tensor `(samples, )` containing the sequence length for each batch item in `y_pred`. max_output_length: int giving the max output sequence length Explanation: Add missing ')' bracket at line 15
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intermediate
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api
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error_fixing
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Pythoncode:Python
| 3
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| 1,783
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"Define ctc_decode function.\"\"\"\nimport tensorflow as tf\nimport tensorflow.keras.backend as K\nfrom tensorflow.python.ops import ctc_ops, sparse_ops # pylint: disable=no-name-in-module\n\n\ndef ctc_decode(y_pred, input_length, max_output_length):\n \"\"\"\n Cut down from https://github.com/keras-team/keras/blob/master/keras/backend/tensorflow_backend.py#L4170\n\n Decodes the output of a softmax.\n Uses greedy (best path) search.\n\n # Arguments\n y_pred: tensor `(samples, time_steps, num_categories`\n containing the prediction, or output of the softmax.\n input_length: tensor `(samples, )` containing the sequence length for\n each batch item in `y_pred`.\n max_output_length: int giving the max output sequence length\n\n # Returns\n List: list of one element that contains the decoded sequence.\n \"\"\"\n y_pred = tf.math.log(tf.transpose(y_pred, perm=[1, 0, 2]) + K.epsilon())\n input_length = tf.cast((tf.squeeze(input_length, axis=-1)), tf.int32)\n\n (decoded, _) = ctc_ops.ctc_greedy_decoder(inputs=y_pred, sequence_length=input_length)\n\n sparse = decoded[0]\n decoded_dense = sparse_ops.sparse_to_dense(sparse.indices, sparse.dense_shape, sparse.values, default_value=-1)\n\n # Unfortunately, decoded_dense will be of different number of columns, depending on the decodings.\n # For use in `predict()`, we need to get it all in one standard shape, so let's pad if necessary.\n max_length = max_output_length + 2 # giving 2 extra characters for CTC leeway\n cols = tf.shape(decoded_dense)[-1]\n\n def pad():\n return tf.pad(decoded_dense, [[0, 0], [0, max_length - cols]], constant_values=-1)\n\n def noop():\n return decoded_dense\n\n return tf.cond(tf.less(cols, max_length), pad, noop)\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"Define ctc_decode function.\"\"\"\nimport tensorflow as tf\nimport tensorflow.keras.backend as K\nfrom tensorflow.python.ops import ctc_ops, sparse_ops # pylint: disable=no-name-in-module\n\n\ndef ctc_decode(y_pred, input_length, max_output_length):\n \"\"\"\n Cut down from https://github.com/keras-team/keras/blob/master/keras/backend/tensorflow_backend.py#L4170\n\n Decodes the output of a softmax.\n Uses greedy (best path) search.\n\n # Arguments\n y_pred: tensor `(samples, time_steps, num_categories)`\n containing the prediction, or output of the softmax.\n input_length: tensor `(samples, )` containing the sequence length for\n each batch item in `y_pred`.\n max_output_length: int giving the max output sequence length\n\n\n Explanation: Add missing ')' bracket at line 15"}]
| true
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syntax
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MISSING_BRACKETS
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MEDIUM
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6737b03cb2eac1e096a66724591b72b88d1fe770
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TheStack--python--010.parquet
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Complete this incomplete Pythoncode:Python code: from flask import Flask from domain.recurso import ServicoCRUDRecurso, ServicoEstadoRecurso, ServicoAgendamento from domain.usuario import ServicoCRUDUsuario from domain.autenticacao import ServicoAutenticacao from repositorios_memoria.recurso import RepositorioRecursoEmMemoria from repositorios_memoria.usuario import RepositorioUsuarioEmMemoria from web.mocks import recursos, usuarios from web.tratamento_excecoes import registrar_capturas from web.autenticacao import registrar_precarregar_usuario from web.email import ServicoEmailConsole, ServicoEmailGmail, formatadores def create_app(): app = Flask(__name__) app.config.from_object('config.Config') registrar_capturas(app) registrar_precarregar_usuario(app) print(app.config['EMAIL_ADAPTER']) # Instanciando adapters app.repositorio_recurso = RepositorioRecursoEmMemoria(recursos) app.repositorio_usuario = RepositorioUsuarioEmMemoria(usuarios) if app.config['EMAIL_ADAPTER'] == 'gmail': app.servico_email = ServicoEmailGmail(app.config['GMAIL_USER'], app.config['GMAIL_PASS']) else: app.servico_email = ServicoEmailConsole(formatadores) # Instanciando serviço hexagonal app.crud_recurso = ServicoCRUDRecurso(app.repositorio_recurso) app.crud_usuario = ServicoCRUDUsuario(app.repositorio_usuario,app.servico_email) app.estado_recurso = ServicoEstadoRecurso(app.repositorio_recurso, app.repositorio_usuario, app.servico_email) app.agendamento = ServicoAgendamento( app.repositorio_recurso, app.servico_email, app.repositorio_usuario ) # Instanciando serviço de autenticacao app.autenticacao = ServicoAutenticacao(app.repositorio_usuario) from web.views.pages import pages app.register_blueprint(pages) from web.views.recursos import view_recursos app.register_blueprint(view_recursos, url_prefix="/recursos") from web.views.usuarios import view_usuarios app.register_blueprint(view_usuarios, url_prefix="/usuarios") from web.views.assets import assets app.register_blueprint(assets, url_prefix="/public") from web.views.api import api app.register_blueprint(api, url_prefix="/api") from web.views.sessoes import view_sessoes app.register_blueprint(view_sessoes) ... code continues ...
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Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
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intermediate
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api
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incomplete_code
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Pythoncode:Python
| 1
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| 2,294
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom flask import Flask\nfrom domain.recurso import ServicoCRUDRecurso, ServicoEstadoRecurso, ServicoAgendamento\nfrom domain.usuario import ServicoCRUDUsuario\nfrom domain.autenticacao import ServicoAutenticacao\nfrom repositorios_memoria.recurso import RepositorioRecursoEmMemoria\nfrom repositorios_memoria.usuario import RepositorioUsuarioEmMemoria\nfrom web.mocks import recursos, usuarios\nfrom web.tratamento_excecoes import registrar_capturas\nfrom web.autenticacao import registrar_precarregar_usuario\nfrom web.email import ServicoEmailConsole, ServicoEmailGmail, formatadores\n\ndef create_app():\n app = Flask(__name__)\n app.config.from_object('config.Config')\n registrar_capturas(app)\n registrar_precarregar_usuario(app)\n\n print(app.config['EMAIL_ADAPTER'])\n\n # Instanciando adapters\n app.repositorio_recurso = RepositorioRecursoEmMemoria(recursos)\n app.repositorio_usuario = RepositorioUsuarioEmMemoria(usuarios)\n\n if app.config['EMAIL_ADAPTER'] == 'gmail':\n app.servico_email = ServicoEmailGmail(app.config['GMAIL_USER'], app.config['GMAIL_PASS'])\n else:\n app.servico_email = ServicoEmailConsole(formatadores)\n\n # Instanciando servi\u00e7o hexagonal\n app.crud_recurso = ServicoCRUDRecurso(app.repositorio_recurso)\n app.crud_usuario = ServicoCRUDUsuario(app.repositorio_usuario,app.servico_email)\n app.estado_recurso = ServicoEstadoRecurso(app.repositorio_recurso, app.repositorio_usuario, app.servico_email)\n app.agendamento = ServicoAgendamento(\n app.repositorio_recurso,\n app.servico_email,\n app.repositorio_usuario\n )\n\n # Instanciando servi\u00e7o de autenticacao\n\n app.autenticacao = ServicoAutenticacao(app.repositorio_usuario)\n\n from web.views.pages import pages\n app.register_blueprint(pages)\n\n from web.views.recursos import view_recursos\n app.register_blueprint(view_recursos, url_prefix=\"/recursos\")\n\n from web.views.usuarios import view_usuarios\n app.register_blueprint(view_usuarios, url_prefix=\"/usuarios\")\n\n from web.views.assets import assets\n app.register_blueprint(assets, url_prefix=\"/public\")\n\n from web.views.api import api\n app.register_blueprint(api, url_prefix=\"/api\")\n\n from web.views.sessoes import view_sessoes\n app.register_blueprint(view_sessoes)\n\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
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syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
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673a2ec52b67c180f261ad677112107c3e3406a6
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TheStack--python--010.parquet
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Review this Pythoncode:Python code: # Copyright (c) 2013 The Chromium Authors. All rights reserved. # Use of this source code is governed by a BSD-style license that can be # found in the LICENSE file. import os from trace_viewer import trace_viewer_project def CheckModules(): p = trace_viewer_project.TraceViewerProject() try: p.CalcLoadSequenceForAllModules() except Exception, ex: return str(ex) return [] if __name__ == '__main__': print GypCheck()
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Code Review: ❌ Critical issues: SyntaxError: multiple exception types must be parenthesized at line 13 ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 13 Unexpected indentation at line 15 ✨ Improvements: Review code syntax
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intermediate
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ui
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code_review
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Pythoncode:Python
| 1
| 0
| 440
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright (c) 2013 The Chromium Authors. All rights reserved.\n# Use of this source code is governed by a BSD-style license that can be\n# found in the LICENSE file.\n\nimport os\n\nfrom trace_viewer import trace_viewer_project\n\ndef CheckModules():\n p = trace_viewer_project.TraceViewerProject()\n try:\n p.CalcLoadSequenceForAllModules()\n except Exception, ex:\n return str(ex)\n return []\n\nif __name__ == '__main__':\n print GypCheck()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n SyntaxError: multiple exception types must be parenthesized at line 13\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 13\n Unexpected indentation at line 15\n\n\u2728 Improvements:\n Review code syntax"}]
| false
| null | null | null |
673a781c188bba3584bab9f8a21b22711acd6e30
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TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: from __future__ import absolute_import from functools import partial from zerver.lib.actions import check_send_message from zerver.lib.response import json_success from zerver.decorator import api_key_only_webhook_view, REQ, has_request_variables from zerver.models import Client, UserProfile from django.http import HttpRequest, HttpResponse from six import text_type from typing import Dict, Any, Iterable, Optional class UnknownEventType(Exception): pass def get_push_event_body(payload): # type: (Dict[str, Any]) -> text_type total_commits_count = payload['total_commits_count'] compare_url = u'{}/compare/{}...{}'.format( get_repository_homepage(payload), payload['before'], payload['after'] ) body = u"{} pushed [{} commit{}]({}) to {} branch.".format( get_user_name(payload), total_commits_count, u's' if total_commits_count > 1 else u'', compare_url, get_branch_name(payload) ) return body def get_tag_push_event_body(payload): # type: (Dict[str, Any]) -> text_type return u"{} {} {} tag.".format( get_user_name(payload), "pushed" if payload.get('checkout_sha') else "removed", get_tag_name(payload) ) def get_issue_created_event_body(payload): # type: (Dict[str, Any]) -> text_type body = get_issue_event_body(payload, "created") assignee_name = payload.get('assignee', {}).get('name') if assignee_name: body = u"{} (assigned to {}).".format(body[:-1], assignee_name) return body def get_issue_event_body(payload, action):
|
# type: (Dict[str, Any], text_type) -> text_type return "{} {} [Issue #{}]({}).".format( get_issue_user_name(payload), action, get_object_iid(payload), get_object_url(payload) ) def get_merge_request_created_event_body(payload): # type: (Dict[str, Any]) -> text_type body = get_merge_request_event_body(payload, "created") assignee_name = payload.get('assignee', {}).get('name') if assignee_name: body = u"{} (assigned to {}).".format(body[:-1], assignee_name) return body def get_merge_request_updated_event_body(payload): # type: (Dict[str, Any]) -> text_type if payload.get('object_attributes').get('oldrev'): return get_merge_request_event_body(payload, "added commit to") return get_merge_request_event_body(payload, "updated") def get_merge_request_event_body(payload, action): # type: (Dict[str, Any], text_type) -> text_type return u"{} {} [Merge Request #{}]({}).".format( get_issue_user_name(payload), action, get_object_iid(payload), get_object_url(payload) ) ... [16 more functiondefs truncated] ...
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advanced
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api
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code_completion
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Pythoncode:Python
| 7
| 1
| 2,758
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom __future__ import absolute_import\nfrom functools import partial\nfrom zerver.lib.actions import check_send_message\nfrom zerver.lib.response import json_success\nfrom zerver.decorator import api_key_only_webhook_view, REQ, has_request_variables\nfrom zerver.models import Client, UserProfile\n\nfrom django.http import HttpRequest, HttpResponse\nfrom six import text_type\nfrom typing import Dict, Any, Iterable, Optional\n\n\nclass UnknownEventType(Exception):\n pass\n\ndef get_push_event_body(payload):\n # type: (Dict[str, Any]) -> text_type\n total_commits_count = payload['total_commits_count']\n compare_url = u'{}/compare/{}...{}'.format(\n get_repository_homepage(payload),\n payload['before'],\n payload['after']\n )\n body = u\"{} pushed [{} commit{}]({}) to {} branch.\".format(\n get_user_name(payload),\n total_commits_count,\n u's' if total_commits_count > 1 else u'',\n compare_url,\n get_branch_name(payload)\n )\n return body\n\ndef get_tag_push_event_body(payload):\n # type: (Dict[str, Any]) -> text_type\n return u\"{} {} {} tag.\".format(\n get_user_name(payload),\n \"pushed\" if payload.get('checkout_sha') else \"removed\",\n get_tag_name(payload)\n )\n\ndef get_issue_created_event_body(payload):\n # type: (Dict[str, Any]) -> text_type\n body = get_issue_event_body(payload, \"created\")\n assignee_name = payload.get('assignee', {}).get('name')\n if assignee_name:\n body = u\"{} (assigned to {}).\".format(body[:-1], assignee_name)\n return body\n\ndef get_issue_event_body(payload, action):"}, {"role": "assistant", "content": "\n # type: (Dict[str, Any], text_type) -> text_type\n return \"{} {} [Issue #{}]({}).\".format(\n get_issue_user_name(payload),\n action,\n get_object_iid(payload),\n get_object_url(payload)\n )\n\ndef get_merge_request_created_event_body(payload):\n # type: (Dict[str, Any]) -> text_type\n body = get_merge_request_event_body(payload, \"created\")\n assignee_name = payload.get('assignee', {}).get('name')\n if assignee_name:\n body = u\"{} (assigned to {}).\".format(body[:-1], assignee_name)\n return body\n\ndef get_merge_request_updated_event_body(payload):\n # type: (Dict[str, Any]) -> text_type\n if payload.get('object_attributes').get('oldrev'):\n return get_merge_request_event_body(payload, \"added commit to\")\n return get_merge_request_event_body(payload, \"updated\")\n\ndef get_merge_request_event_body(payload, action):\n # type: (Dict[str, Any], text_type) -> text_type\n return u\"{} {} [Merge Request #{}]({}).\".format(\n get_issue_user_name(payload),\n action,\n get_object_iid(payload),\n get_object_url(payload)\n )\n\n\n ... [16 more functiondefs truncated] ..."}]
| false
| null | null | null |
673cc34974090f0da63a8056e65716c717dfccf1
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TheStack--python--010.parquet
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Debug this Pythoncode:Python code: from LSM6DSL import * import machine sda=machine.Pin(0) scl=machine.Pin(1) i2c=machine.I2C(0,sda=sda, scl=scl, freq=100000) def writeReg(reg_address, data): res = bytearray(2) i2c.writeto_mem(LSM6DSL_ADDRESS, reg_address, bytes([data])) def readReg(reg_address): res = i2c.readfrom_mem(LSM6DSL_ADDRESS, reg_address, 1) return res def readACCx(): acc_l = readReg( LSM6DSL_OUTX_L_XL) acc_h = readReg( LSM6DSL_OUTX_H_XL) acc_combined = (ord(acc_l) | ord(acc_h) <<8) #ord is to get int representation from a byte return acc_combined if acc_combined < 32768 else acc_combined - 65536 def readACCy(): acc_l = readReg( LSM6DSL_OUTY_L_XL) acc_h = readReg( LSM6DSL_OUTY_H_XL) acc_combined = (ord(acc_l) | ord(acc_h) <<8) #ord is to get int representation from a byte return acc_combined if acc_combined < 32768 else acc_combined - 65536 def readACCz(): acc_l = readReg( LSM6DSL_OUTZ_L_XL) acc_h = readReg( LSM6DSL_OUTZ_H_XL) acc_combined = (ord(acc_l) | ord(acc_h) <<8) #ord is to get int representation from a byte return acc_combined if acc_combined < 32768 else acc_combined - 65536 def readGYRx(): gyr_l = readReg(LSM6DSL_OUTX_L_G) gyr_h = readReg(LSM6DSL_OUTX_H_G) gyr_combined = (ord(gyr_l) | ord(gyr_h) <<8) #ord is to get int representation from a byte return gyr_combined if gyr_combined < 32768 else gyr_combined - 65536 def readGYRy(): gyr_l = readReg(LSM6DSL_OUTY_L_G) gyr_h = readReg(LSM6DSL_OUTY_H_G) gyr_combined = (ord(gyr_l) | ord(gyr_h) <<8) #ord is to get int representation from a byte return gyr_combined if gyr_combined < 32768 else gyr_combined - 65536 def readGYRz(): gyr_l = readReg(LSM6DSL_OUTZ_L_G) gyr_h = readReg(LSM6DSL_OUTZ_H_G) gyr_combined = (ord(gyr_l) | ord(gyr_h) <<8) #ord is to get int representation from a byte return gyr_combined if gyr_combined < 32768 else gyr_combined - 65536 def initIMU(): print(i2c.scan()) #initialise the accelerometer writeReg(LSM6DSL_CTRL1_XL,0b10011111) #ODR 3.33 kHz, +/- 8g , BW = 400hz writeReg(LSM6DSL_CTRL8_XL,0b11001000) #Low pass filter enabled, BW9, composite filter writeReg(LSM6DSL_CTRL3_C,0b01000100) #Enable Block Data update, increment during multi byte read #initialise the gyroscope writeReg(LSM6DSL_CTRL2_G,0b10011100)#ODR 3.3 kHz, 2000 dps
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 7 Unexpected indentation at line 12 Unexpected indentation at line 13 💡 Suggestions: Add docstring to function 'readACCx' Add docstring to function 'readACCy' Add docstring to function 'readACCz'
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advanced
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data_processing
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debugging
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Pythoncode:Python
| 9
| 0
| 2,492
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom LSM6DSL import *\r\nimport machine\r\n\r\nsda=machine.Pin(0)\r\nscl=machine.Pin(1)\r\ni2c=machine.I2C(0,sda=sda, scl=scl, freq=100000)\r\n\r\n\r\n\r\ndef writeReg(reg_address, data):\r\n res = bytearray(2) \r\n i2c.writeto_mem(LSM6DSL_ADDRESS, reg_address, bytes([data]))\r\n\r\ndef readReg(reg_address):\r\n res = i2c.readfrom_mem(LSM6DSL_ADDRESS, reg_address, 1)\r\n return res\r\n\r\ndef readACCx():\r\n acc_l = readReg( LSM6DSL_OUTX_L_XL)\r\n acc_h = readReg( LSM6DSL_OUTX_H_XL)\r\n acc_combined = (ord(acc_l) | ord(acc_h) <<8) #ord is to get int representation from a byte\r\n return acc_combined if acc_combined < 32768 else acc_combined - 65536\r\n\r\ndef readACCy():\r\n acc_l = readReg( LSM6DSL_OUTY_L_XL)\r\n acc_h = readReg( LSM6DSL_OUTY_H_XL)\r\n acc_combined = (ord(acc_l) | ord(acc_h) <<8) #ord is to get int representation from a byte\r\n return acc_combined if acc_combined < 32768 else acc_combined - 65536\r\n\r\ndef readACCz():\r\n acc_l = readReg( LSM6DSL_OUTZ_L_XL)\r\n acc_h = readReg( LSM6DSL_OUTZ_H_XL)\r\n acc_combined = (ord(acc_l) | ord(acc_h) <<8) #ord is to get int representation from a byte\r\n return acc_combined if acc_combined < 32768 else acc_combined - 65536\r\n\r\ndef readGYRx():\r\n gyr_l = readReg(LSM6DSL_OUTX_L_G)\r\n gyr_h = readReg(LSM6DSL_OUTX_H_G)\r\n gyr_combined = (ord(gyr_l) | ord(gyr_h) <<8) #ord is to get int representation from a byte\r\n return gyr_combined if gyr_combined < 32768 else gyr_combined - 65536\r\n\r\ndef readGYRy():\r\n gyr_l = readReg(LSM6DSL_OUTY_L_G)\r\n gyr_h = readReg(LSM6DSL_OUTY_H_G)\r\n gyr_combined = (ord(gyr_l) | ord(gyr_h) <<8) #ord is to get int representation from a byte\r\n return gyr_combined if gyr_combined < 32768 else gyr_combined - 65536\r\n\r\ndef readGYRz():\r\n gyr_l = readReg(LSM6DSL_OUTZ_L_G)\r\n gyr_h = readReg(LSM6DSL_OUTZ_H_G)\r\n gyr_combined = (ord(gyr_l) | ord(gyr_h) <<8) #ord is to get int representation from a byte\r\n return gyr_combined if gyr_combined < 32768 else gyr_combined - 65536\r\n\r\ndef initIMU():\r\n print(i2c.scan())\r\n #initialise the accelerometer\r\n writeReg(LSM6DSL_CTRL1_XL,0b10011111) #ODR 3.33 kHz, +/- 8g , BW = 400hz\r\n writeReg(LSM6DSL_CTRL8_XL,0b11001000) #Low pass filter enabled, BW9, composite filter\r\n writeReg(LSM6DSL_CTRL3_C,0b01000100) #Enable Block Data update, increment during multi byte read\r\n\r\n #initialise the gyroscope\r\n writeReg(LSM6DSL_CTRL2_G,0b10011100)#ODR 3.3 kHz, 2000 dps"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 3\n Unexpected indentation at line 7\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'readACCx'\n Add docstring to function 'readACCy'\n Add docstring to function 'readACCz'"}]
| false
| null | null | null |
673d5f65158d909144d86cc56384124d9b34a253
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TheStack--python--010.parquet
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Complete this incomplete Pythoncode:Python code: import math import random import sys import numpy as np from scipy.stats import norm, truncnorm from tqdm import tqdm import matplotlib.pyplot as plt def plot(l): l_avg = np.mean(l, axis=0) print("average: "+str(l_avg[-1])) samples = range(0, 1000) plt.plot(samples, l_avg, color='g') plt.title("online decision making algorithms performance", fontsize=12) plt.xlabel("samples", fontsize=12) plt.ylabel("expected performance ratio", fontsize=12) plt.grid(True) plt.ylim([0, 1.2]) plt.show() def create_dists(): dists = [] for _ in range(dist_number): mean = np.random.rand() * mean_range std = np.random.rand() * std_range dist = norm(mean, std) interval = sorted([dist.rvs(), dist.rvs()]) truncated_dist = truncnorm(interval[0], interval[1], loc=mean, scale=std) dists.append(truncated_dist) return dists def get_x(dists): x = [] for i in dists: x.append(i.rvs()) return x def prophet(x, N): final_list = [] main_list = x.copy() for i in range(0, N): max1 = 0 for j in range(len(main_list)): if main_list[j] > max1: max1 = main_list[j] main_list.re ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: final_list.append(max1) return sum(final_list) def factorial(n):
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advanced
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database
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incomplete_code
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Pythoncode:Python
| 7
| 0
| 1,244
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport math\nimport random\nimport sys\n\nimport numpy as np\nfrom scipy.stats import norm, truncnorm\nfrom tqdm import tqdm\nimport matplotlib.pyplot as plt\n\n\ndef plot(l):\n l_avg = np.mean(l, axis=0)\n print(\"average: \"+str(l_avg[-1]))\n samples = range(0, 1000)\n plt.plot(samples, l_avg, color='g')\n plt.title(\"online decision making algorithms performance\", fontsize=12)\n plt.xlabel(\"samples\", fontsize=12)\n plt.ylabel(\"expected performance ratio\", fontsize=12)\n plt.grid(True)\n plt.ylim([0, 1.2])\n plt.show()\n\n\ndef create_dists():\n dists = []\n for _ in range(dist_number):\n mean = np.random.rand() * mean_range\n std = np.random.rand() * std_range\n dist = norm(mean, std)\n interval = sorted([dist.rvs(), dist.rvs()])\n truncated_dist = truncnorm(interval[0], interval[1], loc=mean, scale=std)\n dists.append(truncated_dist)\n return dists\n\n\ndef get_x(dists):\n x = []\n for i in dists:\n x.append(i.rvs())\n return x\n\n\ndef prophet(x, N):\n final_list = []\n main_list = x.copy()\n for i in range(0, N):\n max1 = 0\n\n for j in range(len(main_list)):\n if main_list[j] > max1:\n max1 = main_list[j]\n\n main_list.re\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 final_list.append(max1)\n return sum(final_list)\n\n\ndef factorial(n):"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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673ed7f24a5ecfc8a12a397c03096cea97975065
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TheStack--python--010.parquet
|
Fill in the in this Pythoncode:Python code: # Copyright 2013 Donald Stufft and individual contributors # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import base64 import binascii from abc import ABCMeta, abstractmethod from typing import SupportsBytes, Type # TODO: when the minimum supported version of Python is 3.8, we can import # Protocol from typing, and replace Encoder with a Protocol instead. class _Encoder(metaclass=ABCMeta): @staticmethod @abstractmethod def encode(data: bytes) -> bytes: """Transform raw data to encoded data.""" @staticmethod @abstractmethod def decode(data: bytes) -> bytes: """Transform encoded data back to raw data. Decoding after encoding should be a no-op, i.e. `decode(encode(x)) == x`. """ # Functions that use encoders are passed a subclass of _Encoder, not an instance # (because the methods are all static). Let's gloss over that detail by defining # an alias for Type[_Encoder]. Encoder = Type[_Encoder] class RawEncoder(_Encoder): @staticmethod def encode(data: bytes) -> bytes: return data @staticmethod def decode(data: bytes) -> bytes: # Complete this line class HexEncoder(_Encoder): @staticmethod def encode(data: bytes) -> bytes: return binascii.hexlify(data) @staticmethod def decode(data: bytes) -> bytes: return binascii.unhexlify(data) class Base16Encoder(_Encoder): @staticmethod def encode(data: bytes) -> bytes: return base64.b16encode(data) @staticmethod def decode(data: bytes) -> bytes: return base64.b16decode(data) class Base32Encoder(_Encoder): @staticmethod def encode(data: bytes) -> bytes: return base64.b32encode(data) @staticmethod def decode(data: bytes) -> bytes: return base64.b32decode(data) class Base64Encoder(_Encoder): @staticmethod def encode(data: bytes) -> bytes: return base64.b64encode(data) @staticmethod def decode(data: bytes) -> bytes: return base64.b64decode(data) class URLSafeBase64Encoder(_Encoder): @staticmethod def encode(data: bytes) -> bytes: return base64.urlsafe_b64encode(data) @staticmethod def decode(data: bytes) -> bytes: return base64.urlsafe_b64decode(data) class Encodable: def encode(self: SupportsBytes, encoder: Encoder = RawEncoder) -> bytes: return encoder.encode(bytes(self))
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The missing line is: return data
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advanced
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api
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fill_in_the_blank
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Pythoncode:Python
| 15
| 8
| 2,915
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Copyright 2013 Donald Stufft and individual contributors\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.\nimport base64\nimport binascii\nfrom abc import ABCMeta, abstractmethod\nfrom typing import SupportsBytes, Type\n\n\n# TODO: when the minimum supported version of Python is 3.8, we can import\n# Protocol from typing, and replace Encoder with a Protocol instead.\nclass _Encoder(metaclass=ABCMeta):\n @staticmethod\n @abstractmethod\n def encode(data: bytes) -> bytes:\n \"\"\"Transform raw data to encoded data.\"\"\"\n\n @staticmethod\n @abstractmethod\n def decode(data: bytes) -> bytes:\n \"\"\"Transform encoded data back to raw data.\n\n Decoding after encoding should be a no-op, i.e. `decode(encode(x)) == x`.\n \"\"\"\n\n\n# Functions that use encoders are passed a subclass of _Encoder, not an instance\n# (because the methods are all static). Let's gloss over that detail by defining\n# an alias for Type[_Encoder].\nEncoder = Type[_Encoder]\n\n\nclass RawEncoder(_Encoder):\n @staticmethod\n def encode(data: bytes) -> bytes:\n return data\n\n @staticmethod\n def decode(data: bytes) -> bytes:\n # Complete this line\n\n\nclass HexEncoder(_Encoder):\n @staticmethod\n def encode(data: bytes) -> bytes:\n return binascii.hexlify(data)\n\n @staticmethod\n def decode(data: bytes) -> bytes:\n return binascii.unhexlify(data)\n\n\nclass Base16Encoder(_Encoder):\n @staticmethod\n def encode(data: bytes) -> bytes:\n return base64.b16encode(data)\n\n @staticmethod\n def decode(data: bytes) -> bytes:\n return base64.b16decode(data)\n\n\nclass Base32Encoder(_Encoder):\n @staticmethod\n def encode(data: bytes) -> bytes:\n return base64.b32encode(data)\n\n @staticmethod\n def decode(data: bytes) -> bytes:\n return base64.b32decode(data)\n\n\nclass Base64Encoder(_Encoder):\n @staticmethod\n def encode(data: bytes) -> bytes:\n return base64.b64encode(data)\n\n @staticmethod\n def decode(data: bytes) -> bytes:\n return base64.b64decode(data)\n\n\nclass URLSafeBase64Encoder(_Encoder):\n @staticmethod\n def encode(data: bytes) -> bytes:\n return base64.urlsafe_b64encode(data)\n\n @staticmethod\n def decode(data: bytes) -> bytes:\n return base64.urlsafe_b64decode(data)\n\n\nclass Encodable:\n def encode(self: SupportsBytes, encoder: Encoder = RawEncoder) -> bytes:\n return encoder.encode(bytes(self))"}, {"role": "assistant", "content": "The missing line is:\n return data"}]
| false
| null | null | null |
6740cfb31c2d5e9dfd7ea50cc29560d15b45301f
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: # Copyright Contributors to the OpenCue Project # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. class MonitorJobsDockWidget(cuegui.AbstractDockWidget.AbstractDockWidget): """Plugin for listing active jobs and managing them.""" view_object = QtCore.Signal(object) def __init__(self, parent): cuegui.AbstractDockWidget.AbstractDockWidget.__init__(self, parent, PLUGIN_NAME) self.__loadFinishedJobsCheckBox = None self.jobMonitor = cuegui.JobMonitorTree.JobMonitorTree(self) self.__toolbar = QtWidgets.QToolBar(self) self._regexLoadJobsSetup(self.__toolbar) self._buttonSetup(self.__toolbar) self.layout().addWidget(self.__toolbar) self.layout().addWidget(self.jobMonitor) # Signals in # pylint: disable=no-member QtGui.qApp.view_object.connect(self.addJob) QtGui.qApp.facility_changed.connect(self.jobMonitor.removeAllItems) # pylint: enable=no-member # Signals out self.jobMonitor.view_object.connect(self.view_object.emit)
|
self.pluginRegisterSettings([("regexText", self.__regexLoadJobsEditBox.text, self.__regexLoadJobsEditBox.setText), ("jobs", self.getJobIds, self.restoreJobIds), ("columnVisibility", self.jobMonitor.getColumnVisibility, self.jobMonitor.setColumnVisibility), ("columnWidths", self.jobMonitor.getColumnWidths, self.jobMonitor.setColumnWidths), ("columnOrder", self.jobMonitor.getColumnOrder, self.jobMonitor.setColumnOrder)]) def addJob(self, rpcObject): """Adds a job to be monitored.""" if cuegui.Utils.isProc(rpcObject): rpcObject = cuegui.Utils.findJob(rpcObject.data.job_name) elif not cuegui.Utils.isJob(rpcObject): return self.jobMonitor.addJob(rpcObject) self.raise_() ... [16 more functiondefs truncated] ...
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advanced
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api
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code_completion
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Pythoncode:Python
| 2
| 1
| 2,901
| false
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright Contributors to the OpenCue Project\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\nclass MonitorJobsDockWidget(cuegui.AbstractDockWidget.AbstractDockWidget):\n \"\"\"Plugin for listing active jobs and managing them.\"\"\"\n\n view_object = QtCore.Signal(object)\n\n def __init__(self, parent):\n cuegui.AbstractDockWidget.AbstractDockWidget.__init__(self, parent, PLUGIN_NAME)\n\n self.__loadFinishedJobsCheckBox = None\n\n self.jobMonitor = cuegui.JobMonitorTree.JobMonitorTree(self)\n\n self.__toolbar = QtWidgets.QToolBar(self)\n self._regexLoadJobsSetup(self.__toolbar)\n self._buttonSetup(self.__toolbar)\n\n self.layout().addWidget(self.__toolbar)\n self.layout().addWidget(self.jobMonitor)\n\n # Signals in\n # pylint: disable=no-member\n QtGui.qApp.view_object.connect(self.addJob)\n QtGui.qApp.facility_changed.connect(self.jobMonitor.removeAllItems)\n # pylint: enable=no-member\n\n # Signals out\n self.jobMonitor.view_object.connect(self.view_object.emit)"}, {"role": "assistant", "content": "\n\n self.pluginRegisterSettings([(\"regexText\",\n self.__regexLoadJobsEditBox.text,\n self.__regexLoadJobsEditBox.setText),\n (\"jobs\",\n self.getJobIds,\n self.restoreJobIds),\n (\"columnVisibility\",\n self.jobMonitor.getColumnVisibility,\n self.jobMonitor.setColumnVisibility),\n (\"columnWidths\",\n self.jobMonitor.getColumnWidths,\n self.jobMonitor.setColumnWidths),\n (\"columnOrder\",\n self.jobMonitor.getColumnOrder,\n self.jobMonitor.setColumnOrder)])\n\n def addJob(self, rpcObject):\n \"\"\"Adds a job to be monitored.\"\"\"\n if cuegui.Utils.isProc(rpcObject):\n rpcObject = cuegui.Utils.findJob(rpcObject.data.job_name)\n elif not cuegui.Utils.isJob(rpcObject):\n return\n self.jobMonitor.addJob(rpcObject)\n self.raise_()\n\n\n ... [16 more functiondefs truncated] ..."}]
| false
| null | null | null |
6743a0717ee7217fe599614b238608075fafb38c
|
TheStack--python--010.parquet
|
Fix this broken Pythoncode:Python code: """Test related to login view.""" # Django from django.shortcuts import reverse from django.urls import ( path, include ) # Django REST Framework from rest_framework.test import ( APITestCase, URLPatternsTestCase ) # Views from .dummie_views import AuthenticationRequiredDummieView class UserLoginTestCase(APITestCase, URLPatternsTestCase): """User Login functionality related tests.""" urlpatterns = [ path('', include('config.urls')), path('is_authenticated/', AuthenticationRequiredDummieView.as_view(), name='is_authenticated') ] def setUp(self) -> None: """Sets up all the data to login an user.""" self.user_data = { 'username': 'luis', 'email': 'luis@gmail.com', 'password': 'luis1234', 'password_confirmation': 'luis1234', 'first_name': 'Luis', 'last_name': 'Perez', 'phone_number': '+1 4687897977854' } self.username = self.user_data['username'] self.password = self.user_data['password'] self.client.post( reve Error: SyntaxError: unterminated string literal
|
Fixed Code: """Test related to login view.""" # Django from django.shortcuts import reverse from django.urls import ( path, include ) # Django REST Framework from rest_framework.test import ( APITestCase, URLPatternsTestCase ) # Views from .dummie_views import AuthenticationRequiredDummieView class UserLoginTestCase(APITestCase, URLPatternsTestCase): Explanation: Close the string literal with matching quote
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advanced
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testing
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error_fixing
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Pythoncode:Python
| 3
| 1
| 1,122
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"Test related to login view.\"\"\"\n\n# Django\nfrom django.shortcuts import reverse\nfrom django.urls import (\n path,\n include\n)\n\n# Django REST Framework\nfrom rest_framework.test import (\n APITestCase,\n URLPatternsTestCase\n)\n\n# Views\nfrom .dummie_views import AuthenticationRequiredDummieView\n\n\nclass UserLoginTestCase(APITestCase, URLPatternsTestCase):\n \"\"\"User Login functionality related tests.\"\"\"\n\n urlpatterns = [\n path('', include('config.urls')),\n path('is_authenticated/', AuthenticationRequiredDummieView.as_view(), name='is_authenticated')\n ]\n\n def setUp(self) -> None:\n \"\"\"Sets up all the data to login an user.\"\"\"\n\n self.user_data = {\n 'username': 'luis',\n 'email': 'luis@gmail.com',\n 'password': 'luis1234',\n 'password_confirmation': 'luis1234',\n 'first_name': 'Luis',\n 'last_name': 'Perez',\n 'phone_number': '+1 4687897977854'\n }\n\n self.username = self.user_data['username']\n self.password = self.user_data['password']\n\n self.client.post(\n reve\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"Test related to login view.\"\"\"\n\n# Django\nfrom django.shortcuts import reverse\nfrom django.urls import (\n path,\n include\n)\n\n# Django REST Framework\nfrom rest_framework.test import (\n APITestCase,\n URLPatternsTestCase\n)\n\n# Views\nfrom .dummie_views import AuthenticationRequiredDummieView\n\n\nclass UserLoginTestCase(APITestCase, URLPatternsTestCase):\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
67446340dd8108e241f6dd34cf41679437e8f95e
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: class Platform(DeclEnum): linux = "linux", "Linux" windows = "windows", "Windows" mac = "mac", "Mac" bsd = "bsd", "BSD" class Upload(Base): __tablename__ = 'upload' __table_args__ = {'mysql_engine': 'InnoDB'} id = Column(Integer, primary_key=True) user_id = Column(Integer, ForeignKey('user.id', onupdate="CASCADE", ondelete="RESTRICT")) user = relationship('User', uselist=False) sample_id = Column(Integer, ForeignKey('sample.id', onupdate="CASCADE", ondelete="CASCADE")) sample = relationship('Sample', uselist=False, back_populates='upload') version_id = Column(Integer, ForeignKey('ccextractor_version.id', onupdate="CASCADE", ondelete="RESTRICT")) version = relationship('CCExtractorVersion', uselist=False) platform = Column(Platform.db_type(), nullable=False) parameters = Column(Text(), nullable=False) notes = Column(Text(), nullable=False) def __init__(self, user_id, sample_id, version_id, platform, parameters='', notes=''): """ Parametrized constructor for the Upload model :param user_id: The value of the 'user_id' field of Upload model :type user_id: int :param sample_id: The value of the 'sample_id' field of Upload model :type sample_id: int :param version_id: The value of the 'version_id' field of Upload model :type version_id: int :param platform: The value of the 'platform' field of Upload model :type platform: Platform :param parameters: The value of the 'parameters' field of Upload model (empty by default) :type parameters: str :param notes: The value of the 'notes' field of Upload model (empty by default) :type notes: str """ self.user_id = user_id self.sample_id = sample_id self.version_id = version_id self.platform = platform self.parameters = parameters self.notes = notes def __repr__(self): """ Representation function Represent a Upload Model by its 'id' Field. :return: Returns the string containing 'id' field of the Upload model :rtype: str """ return '<Upload {id}>'.format(id=self.id) class QueuedSample(Base): __tablename__ = 'upload_queue' __table_args__ = {'mysql_engine': 'InnoDB'} id = Column(Integer, primary_key=True) sha = Column(String(128), unique=True) extension = Column(String(64), nullable=False) # contains the dot! original_name = Column(Text(), nullable=False) user_id = Column(Integer, ForeignKey( 'user.id', onupdate="CASCADE", ondelete="RESTRICT")) user = relationship('User', uselist=False) ... [8 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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database
|
refactoring
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Pythoncode:Python
| 2
| 3
| 2,752
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nclass Platform(DeclEnum):\n linux = \"linux\", \"Linux\"\n windows = \"windows\", \"Windows\"\n mac = \"mac\", \"Mac\"\n bsd = \"bsd\", \"BSD\"\n\n\nclass Upload(Base):\n __tablename__ = 'upload'\n __table_args__ = {'mysql_engine': 'InnoDB'}\n id = Column(Integer, primary_key=True)\n user_id = Column(Integer, ForeignKey('user.id', onupdate=\"CASCADE\", ondelete=\"RESTRICT\"))\n user = relationship('User', uselist=False)\n sample_id = Column(Integer, ForeignKey('sample.id', onupdate=\"CASCADE\", ondelete=\"CASCADE\"))\n sample = relationship('Sample', uselist=False, back_populates='upload')\n version_id = Column(Integer, ForeignKey('ccextractor_version.id', onupdate=\"CASCADE\", ondelete=\"RESTRICT\"))\n version = relationship('CCExtractorVersion', uselist=False)\n platform = Column(Platform.db_type(), nullable=False)\n parameters = Column(Text(), nullable=False)\n notes = Column(Text(), nullable=False)\n\n def __init__(self, user_id, sample_id, version_id, platform, parameters='', notes=''):\n \"\"\"\n Parametrized constructor for the Upload model\n\n :param user_id: The value of the 'user_id' field of Upload model\n :type user_id: int\n :param sample_id: The value of the 'sample_id' field of Upload model\n :type sample_id: int\n :param version_id: The value of the 'version_id' field of Upload model\n :type version_id: int\n :param platform: The value of the 'platform' field of Upload model\n :type platform: Platform\n :param parameters: The value of the 'parameters' field of Upload model (empty by default)\n :type parameters: str\n :param notes: The value of the 'notes' field of Upload model (empty by default)\n :type notes: str\n \"\"\"\n self.user_id = user_id\n self.sample_id = sample_id\n self.version_id = version_id\n self.platform = platform\n self.parameters = parameters\n self.notes = notes\n\n def __repr__(self):\n \"\"\"\n Representation function\n Represent a Upload Model by its 'id' Field.\n\n :return: Returns the string containing 'id' field of the Upload model\n :rtype: str\n \"\"\"\n return '<Upload {id}>'.format(id=self.id)\n\n\nclass QueuedSample(Base):\n __tablename__ = 'upload_queue'\n __table_args__ = {'mysql_engine': 'InnoDB'}\n id = Column(Integer, primary_key=True)\n sha = Column(String(128), unique=True)\n extension = Column(String(64), nullable=False) # contains the dot!\n original_name = Column(Text(), nullable=False)\n user_id = Column(Integer, ForeignKey(\n 'user.id', onupdate=\"CASCADE\", ondelete=\"RESTRICT\"))\n user = relationship('User', uselist=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 |
674492f9e8d8562d51973d0aee8bf4ef38f9c187
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TheStack--python--010.parquet
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Debug this Pythoncode:Python code: def lfa(inference_engine: BaseInferenceEngine, uq_engine: BaseUQEngine, data_source: BaseDataSource, train_engine: TrainingEngine): """Make a wrapper that augments a function with a learned function accelerator Args: inference_engine (BaseEstimator): Link to the inference engine uq_engine (BaseUQEngine): Link to the UQ engine data_source (BaseDataSource): Link to the data source train_engine (TrainingEngine): Link to the retraining engine """ def decorating_function(target_function): """Function that applies the decorator function""" engine = LFAEngine(target_function, inference_engine, uq_engine, data_source, train_engine) return update_wrapper(engine, target_function) return decorating_function class LFAEngine: """Class that manages the interposition of functions with a learned function accelerator""" def __init__(self, target_function, inference_engine: BaseInferenceEngine, uq_engine: BaseUQEngine, data_source: BaseDataSource, train_engine: TrainingEngine): """ Args: target_function: Function to augment with an accelerator inference_engine (BaseEstimator): Link to the inference engine uq_engine (BaseUQEngine): Link to the UQ engine data_source (BaseDataSource): Link to the data source train_engine (TrainingEngine): Link to the retraining engine """ # Store the function information self.target_function = target_function self.inference_engine = inference_engine self.uq_engine = uq_engine self.data_source = data_source self.train_engine = train_engine # Initialize performance stats self._lfa_runs = self._lfa_time = 0 self._uq_time = self._train_time = 0 self._target_runs = self._target_time = 0 self._used_surrogate = None # TODO (wardlt): Make a batch version (build batch versions into "Engines" first) ... [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 3 Invalid syntax at line 50: ... [3 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 2 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 💡 Suggestions: Complete the expression on the last line Add closing quote at line 3 Review syntax near the error location
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advanced
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database
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debugging
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Pythoncode:Python
| 3
| 1
| 2,090
| false
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\ndef lfa(inference_engine: BaseInferenceEngine, uq_engine: BaseUQEngine,\n data_source: BaseDataSource, train_engine: TrainingEngine):\n \"\"\"Make a wrapper that augments a function with a learned function accelerator\n\n Args:\n inference_engine (BaseEstimator): Link to the inference engine\n uq_engine (BaseUQEngine): Link to the UQ engine\n data_source (BaseDataSource): Link to the data source\n train_engine (TrainingEngine): Link to the retraining engine\n \"\"\"\n\n def decorating_function(target_function):\n \"\"\"Function that applies the decorator function\"\"\"\n engine = LFAEngine(target_function, inference_engine, uq_engine, data_source, train_engine)\n return update_wrapper(engine, target_function)\n\n return decorating_function\n\n\nclass LFAEngine:\n \"\"\"Class that manages the interposition of functions with a learned function accelerator\"\"\"\n\n def __init__(self, target_function, inference_engine: BaseInferenceEngine,\n uq_engine: BaseUQEngine, data_source: BaseDataSource,\n train_engine: TrainingEngine):\n \"\"\"\n Args:\n target_function: Function to augment with an accelerator\n inference_engine (BaseEstimator): Link to the inference engine\n uq_engine (BaseUQEngine): Link to the UQ engine\n data_source (BaseDataSource): Link to the data source\n train_engine (TrainingEngine): Link to the retraining engine\n \"\"\"\n\n # Store the function information\n self.target_function = target_function\n self.inference_engine = inference_engine\n self.uq_engine = uq_engine\n self.data_source = data_source\n self.train_engine = train_engine\n\n # Initialize performance stats\n self._lfa_runs = self._lfa_time = 0\n self._uq_time = self._train_time = 0\n self._target_runs = self._target_time = 0\n self._used_surrogate = None\n\n # TODO (wardlt): Make a batch version (build batch versions into \"Engines\" first)\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 3\n Invalid syntax at line 50: ... [3 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 2\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 3\n Review syntax near the error location"}]
| false
| null | null | null |
67457c7b3c84ede4e530bcf77203bb327c174107
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: import config import ACEnvironment from gym_dubins_airplane.envs.DubinsAC2Denv import DubinsAC2Denv
|
from gym_dubins_airplane.envs.DubinsAC3Denv import DubinsAC3Denv from gym_dubins_airplane.envs.DubinsAC3Denvv1 import DubinsAC3Denvv1
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intermediate
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machine_learning
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code_completion
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Pythoncode:Python
| 0
| 0
| 241
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport config\r\nimport ACEnvironment\r\n\r\nfrom gym_dubins_airplane.envs.DubinsAC2Denv import DubinsAC2Denv"}, {"role": "assistant", "content": "\nfrom gym_dubins_airplane.envs.DubinsAC3Denv import DubinsAC3Denv\r\nfrom gym_dubins_airplane.envs.DubinsAC3Denvv1 import DubinsAC3Denvv1"}]
| false
| null | null | null |
674a82f844c4047c82a5e6558c4e7db93aae1c8d
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TheStack--python--010.parquet
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Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- def init_options(): usage = "usage: %prog [options]" parser = OptionParser(usage=usage) parser.add_option("-d", "--debug", action="store_true", dest="debug", default=False, help="Enabled debugging [default: %default]") parser.add_option("-y", "--yaml", dest="yaml", default='ebay.yaml', help="Specifies the name of the YAML defaults file. [default: %default]") parser.add_option("-a", "--appid", dest="appid", default=None, help="Specifies the eBay application id to use.") (opts, args) = parser.parse_args() return opts, args def run(opts): try: api = finding(debug=opts.debug, appid=opts.appid, config_file=opts.yaml, warnings=True) api_request = { #'keywords': u'niño', 'keywords': u'GRAMMY Foundation®', 'itemFilter': [
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '{' at line 26 - expected '}' • Unclosed '[' at line 29 - expected ']' • Block at line 20 has no indented body Fix: Complete the truncated code structure
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intermediate
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api
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error_detection
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Pythoncode:Python
| 4
| 0
| 999
| false
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef init_options():\n usage = \"usage: %prog [options]\"\n parser = OptionParser(usage=usage)\n\n parser.add_option(\"-d\", \"--debug\",\n action=\"store_true\", dest=\"debug\", default=False,\n help=\"Enabled debugging [default: %default]\")\n parser.add_option(\"-y\", \"--yaml\",\n dest=\"yaml\", default='ebay.yaml',\n help=\"Specifies the name of the YAML defaults file. [default: %default]\")\n parser.add_option(\"-a\", \"--appid\",\n dest=\"appid\", default=None,\n help=\"Specifies the eBay application id to use.\")\n\n (opts, args) = parser.parse_args()\n return opts, args\n\n\ndef run(opts):\n\n try:\n api = finding(debug=opts.debug, appid=opts.appid,\n config_file=opts.yaml, warnings=True)\n\n api_request = {\n #'keywords': u'ni\u00f1o',\n 'keywords': u'GRAMMY Foundation\u00ae',\n 'itemFilter': ["}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '{' at line 26 - expected '}'\n \u2022 Unclosed '[' at line 29 - expected ']'\n \u2022 Block at line 20 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
674c6f8f7e9331567c46905684ab34113bb2bbb4
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TheStack--python--010.parquet
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Debug this Pythoncode:Python code: #!/bin/env python3 def solve1(count): # https://en.wikipedia.org/wiki/Josephus_problem # https://www.youtube.com/watch?v=uCsD3ZGzMgE power = 0 while 2 ** power < count: power += 1 a = power - 1 l = count - 2**a return a, l, 2 * l + 1 def solve2(count): """Pattern is similar for part 2. count = n n = 3**a + l + m (where l is 3**a or 0) f(n) = m iff l is 0 f(n) = 2m + l iff l is 3**a """ power = 0 while 3 ** power < count: power += 1 a = power - 1 m = count - 3**a if m > 3**a: return 2 * (m - 3**a) + 3**a else: return m if __name__ == '__main__': count = 3014603 # count = 5 print(solve1(count)) print(solve2(count))
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 17 ⚠️ Warnings: Unexpected indentation at line 6 Unexpected indentation at line 9 Unexpected indentation at line 11 Unexpected indentation at line 12 💡 Suggestions: Add closing quote at line 17 Add docstring to function 'solve1' Remove debug print() at line 37 before production
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intermediate
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api
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debugging
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Pythoncode:Python
| 2
| 0
| 753
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/bin/env python3\n\n\ndef solve1(count):\n # https://en.wikipedia.org/wiki/Josephus_problem\n # https://www.youtube.com/watch?v=uCsD3ZGzMgE\n\n power = 0\n while 2 ** power < count:\n power += 1\n a = power - 1\n l = count - 2**a\n return a, l, 2 * l + 1\n\n\ndef solve2(count):\n \"\"\"Pattern is similar for part 2.\n\n count = n\n n = 3**a + l + m (where l is 3**a or 0)\n f(n) = m iff l is 0\n f(n) = 2m + l iff l is 3**a\n \"\"\"\n power = 0\n while 3 ** power < count:\n power += 1\n a = power - 1\n m = count - 3**a\n if m > 3**a:\n return 2 * (m - 3**a) + 3**a\n else:\n return m\n\nif __name__ == '__main__':\n count = 3014603\n # count = 5\n print(solve1(count))\n print(solve2(count))"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 17\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 6\n Unexpected indentation at line 9\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 17\n Add docstring to function 'solve1'\n Remove debug print() at line 37 before production"}]
| false
| null | null | null |
674ee66a88e0da6c2cd09205bd31c244ff245c40
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: # # Copyright (c) 2019 NSONE, Inc. # # License under The MIT License (MIT). See LICENSE in project root. # from ns1.rest.errors import ResourceException from ns1.rest.ipam import Addresses from ns1.rest.ipam import Leases from ns1.rest.ipam import Networks from ns1.rest.ipam import Optiondefs from ns1.rest.ipam import Reservations from ns1.rest.ipam import Scopegroups from ns1.rest.ipam import Scopes class NetworkException(Exception): pass class AddressException(Exception): pass class ScopegroupException(Exception): pass class ReservationException(Exception): pass class ScopeException(Exception): pass class DHCPOptionsException(Exception): pass class LeaseException(Exception): pass class OptiondefException(Exception): pass class Network(object): def __init__(self, config, name=None, id=None, tags=None): """ Create a new high level Network object :param ns1.config.Config config: config object :param str name: network name :param int id: id of an existing Network :param dict tags: tags of the network """ self._rest = Networks(config) self.config = config self.name = name self.id = id self.report = {} self.tags = tags self.data = None def __repr__(self): return "<Network network=%s>" % self.name def __getitem__(self, item): return self.data.get(item, None) def reload(self, callback=None, errback=None):
|
""" Reload network data from the API. """ return self.load(reload=True, callback=callback, errback=errback) def load(self, callback=None, errback=None, reload=False): """ Load network data from the API. """ if not reload and self.data: raise NetworkException("Network already loaded") def success(result, *args): self.data = result self.id = result["id"] self.name = result["name"] self.report = self._rest.report(self.id) if "tags" in result: self.tags = result["tags"] if callback: return callback(self) else: return self if self.id is None: if self.name is None: raise NetworkException("Must at least specify an id or name") else: self.id = [ network for network in self._rest.list() if network["name"] == self.name ][0]["id"] return self._rest.retrieve(self.id, callback=success, errback=errback) def delete(self, callback=None, errback=None): """ Delete the Network and all associated addresses """ return self._rest.delete(self.id, callback=callback, errback=errback) ... [81 more functiondefs truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 7
| 9
| 2,956
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#\n# Copyright (c) 2019 NSONE, Inc.\n#\n# License under The MIT License (MIT). See LICENSE in project root.\n#\nfrom ns1.rest.errors import ResourceException\nfrom ns1.rest.ipam import Addresses\nfrom ns1.rest.ipam import Leases\nfrom ns1.rest.ipam import Networks\nfrom ns1.rest.ipam import Optiondefs\nfrom ns1.rest.ipam import Reservations\nfrom ns1.rest.ipam import Scopegroups\nfrom ns1.rest.ipam import Scopes\n\n\nclass NetworkException(Exception):\n pass\n\n\nclass AddressException(Exception):\n pass\n\n\nclass ScopegroupException(Exception):\n pass\n\n\nclass ReservationException(Exception):\n pass\n\n\nclass ScopeException(Exception):\n pass\n\n\nclass DHCPOptionsException(Exception):\n pass\n\n\nclass LeaseException(Exception):\n pass\n\n\nclass OptiondefException(Exception):\n pass\n\n\nclass Network(object):\n def __init__(self, config, name=None, id=None, tags=None):\n \"\"\"\n Create a new high level Network object\n\n :param ns1.config.Config config: config object\n :param str name: network name\n :param int id: id of an existing Network\n :param dict tags: tags of the network\n \"\"\"\n self._rest = Networks(config)\n self.config = config\n self.name = name\n self.id = id\n self.report = {}\n self.tags = tags\n self.data = None\n\n def __repr__(self):\n return \"<Network network=%s>\" % self.name\n\n def __getitem__(self, item):\n return self.data.get(item, None)\n\n def reload(self, callback=None, errback=None):"}, {"role": "assistant", "content": "\n \"\"\"\n Reload network data from the API.\n \"\"\"\n\n return self.load(reload=True, callback=callback, errback=errback)\n\n def load(self, callback=None, errback=None, reload=False):\n \"\"\"\n Load network data from the API.\n \"\"\"\n\n if not reload and self.data:\n raise NetworkException(\"Network already loaded\")\n\n def success(result, *args):\n self.data = result\n self.id = result[\"id\"]\n self.name = result[\"name\"]\n self.report = self._rest.report(self.id)\n\n if \"tags\" in result:\n self.tags = result[\"tags\"]\n\n if callback:\n return callback(self)\n else:\n return self\n\n if self.id is None:\n if self.name is None:\n raise NetworkException(\"Must at least specify an id or name\")\n else:\n self.id = [\n network\n for network in self._rest.list()\n if network[\"name\"] == self.name\n ][0][\"id\"]\n\n return self._rest.retrieve(self.id, callback=success, errback=errback)\n\n def delete(self, callback=None, errback=None):\n \"\"\"\n Delete the Network and all associated addresses\n \"\"\"\n\n return self._rest.delete(self.id, callback=callback, errback=errback)\n\n\n ... [81 more functiondefs truncated] ..."}]
| false
| null | null | null |
674fc63dfb3700764415eaa1eb4636066bfe6af6
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: """ Support functions for all the tests. """ # # __COPYRIGHT__ # # 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. # __revision__ = "__FILE__ __REVISION__ __DATE__ __DEVELOPER__" import TestSCons from os.path import abspath, dirname import sys sys.path.insert(1, abspath(dirname(__file__) + '/../../../Support')) from executablesSearch import isExecutableOfToolAvailable def testForTool(tool): test = TestSCons.TestSCons() if not isExecutableOfToolAvailable(test, tool) : test.skip_test("Required executable for tool '{0}' not found, skipping test.\n".format(tool)) test.dir_fixture('Image') with open('SConstruct_template', 'r') as f: config = f.read().format(tool) test.write('SConstruct', config) if tool == 'dmd': # The gdmd executable in Debian Unstable as at 2012-05-12, version 4.6.3 puts out messages on stderr # that cause inappropriate failure of the tests, so simply ignore them. test.run(stderr=None) else: test.run() test.must_exist(test.workpath('helloWorld.o')) test.must_exist(test.workpath('helloWorld')) test.run(program=test.workpath('helloWorld'+TestSCons._exe)) test.fail_test(test.stdout() != 'Hello World.\n') test.pass_test() # Local Variables: # tab-width:4 # indent-tabs-mode:nil # End: # vim: set expandtab tabstop=4 shiftwidth=4:
|
Functions: testForTool This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 2,376
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\"\nSupport functions for all the tests.\n\"\"\"\n\n#\n# __COPYRIGHT__\n#\n# Permission is hereby granted, free of charge, to any person obtaining\n# a copy of this software and associated documentation files (the\n# \"Software\"), to deal in the Software without restriction, including\n# without limitation the rights to use, copy, modify, merge, publish,\n# distribute, sublicense, and/or sell copies of the Software, and to\n# permit persons to whom the Software is furnished to do so, subject to\n# the following conditions:\n#\n# The above copyright notice and this permission notice shall be included\n# in all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY\n# KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE\n# WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND\n# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE\n# LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION\n# OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION\n# WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.\n#\n\n__revision__ = \"__FILE__ __REVISION__ __DATE__ __DEVELOPER__\"\n\nimport TestSCons\n\nfrom os.path import abspath, dirname\n\nimport sys\nsys.path.insert(1, abspath(dirname(__file__) + '/../../../Support'))\n\nfrom executablesSearch import isExecutableOfToolAvailable\n\ndef testForTool(tool):\n\n test = TestSCons.TestSCons()\n\n if not isExecutableOfToolAvailable(test, tool) :\n test.skip_test(\"Required executable for tool '{0}' not found, skipping test.\\n\".format(tool))\n\n test.dir_fixture('Image')\n with open('SConstruct_template', 'r') as f:\n config = f.read().format(tool)\n test.write('SConstruct', config)\n\n if tool == 'dmd':\n # The gdmd executable in Debian Unstable as at 2012-05-12, version 4.6.3 puts out messages on stderr\n # that cause inappropriate failure of the tests, so simply ignore them.\n test.run(stderr=None)\n else:\n test.run()\n\n test.must_exist(test.workpath('helloWorld.o'))\n test.must_exist(test.workpath('helloWorld'))\n\n test.run(program=test.workpath('helloWorld'+TestSCons._exe))\n test.fail_test(test.stdout() != 'Hello World.\\n')\n\n test.pass_test()\n\n# Local Variables:\n# tab-width:4\n# indent-tabs-mode:nil\n# End:\n# vim: set expandtab tabstop=4 shiftwidth=4:"}, {"role": "assistant", "content": " Functions: testForTool\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
675091c6c4b6d6382d1fbc8addae6c8d4f5e9f61
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: # Copyright 2013 The Chromium Authors. All rights reserved. # Use of this source code is governed by a BSD-style license that can be # found in the LICENSE file. from metrics import Metric from metrics import rendering_stats from metrics import statistics from telemetry.page import page_measurement from telemetry.page.perf_tests_helper import FlattenList class MissingDisplayFrameRateError(page_measurement.MeasurementFailure): def __init__(self, name): super(MissingDisplayFrameRateError, self).__init__( 'Missing display frame rate metrics: ' + name) class NotEnoughFramesError(page_measurement.MeasurementFailure): def __init__(self): super(NotEnoughFramesError, self).__init__( 'Page output less than two frames') class NoSupportedActionError(page_measurement.MeasurementFailure): def __init__(self): super(NoSupportedActionError, self).__init__( 'None of the actions is supported by smoothness measurement') def _GetSyntheticDelayCategoriesFromPage(page): if not hasattr(page, 'synthetic_delays'): return [] result = [] for delay, options in page.synthetic_delays.items(): options = '%f;%s' % (options.get('target_duration', 0), options.get('mode', 'static')) result.append('DELAY(%s;%s)' % (delay, options)) return result class SmoothnessMetric(Metric): def __init__(self): super(SmoothnessMetric, self).__init__() self._stats = None self._actions = [] def AddActionToIncludeInMetric(self, action): self._actions.append(action) def Start(self, page, tab): custom_categories = ['webkit.console', 'benchmark'] custom_categories += _GetSyntheticDelayCategoriesFromPage(page) tab.browser.StartTracing(','.join(custom_categories), 60) tab.ExecuteJavaScript('console.time("' + TIMELINE_MARKER + '")') if tab.browser.platform.IsRawDisplayFrameRateSupported(): tab.browser.platform.StartRawDisplayFrameRateMeasurement() def Stop(self, page, tab): if tab.browser.platform.IsRawDisplayFrameRateSupported(): tab.browser.platform.StopRawDisplayFrameRateMeasurement() tab.ExecuteJavaScript('console.timeEnd("' + TIMELINE_MARKER + '")') timeline_model = tab.browser.StopTracing().AsTimelineModel() timeline_ranges = [ action.GetActiveRangeOnTimeline(timeline_model) for action in self._actions ] renderer_process = timeline_model.GetRendererProcessFromTab(tab) self._stats = rendering_stats.RenderingStats( renderer_process, timeline_model.browser_process, timeline_ranges) if not self._stats.frame_times: raise NotEnoughFramesError() def SetStats(self, stats): """ Pass in a RenderingStats object directly. For unittests that don't call Start/Stop. """ self._stats = stats ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 72 Invalid syntax at line 78: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 14 Unexpected indentation at line 19 Unexpected indentation at line 25 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 ✨ Improvements: Complete the expression on the last line Add closing quote at line 72 Review syntax near the error location
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 9
| 4
| 2,862
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2013 The Chromium Authors. All rights reserved.\n# Use of this source code is governed by a BSD-style license that can be\n# found in the LICENSE file.\n\nfrom metrics import Metric\nfrom metrics import rendering_stats\nfrom metrics import statistics\nfrom telemetry.page import page_measurement\nfrom telemetry.page.perf_tests_helper import FlattenList\n\nclass MissingDisplayFrameRateError(page_measurement.MeasurementFailure):\n def __init__(self, name):\n super(MissingDisplayFrameRateError, self).__init__(\n 'Missing display frame rate metrics: ' + name)\n\nclass NotEnoughFramesError(page_measurement.MeasurementFailure):\n def __init__(self):\n super(NotEnoughFramesError, self).__init__(\n 'Page output less than two frames')\n\n\nclass NoSupportedActionError(page_measurement.MeasurementFailure):\n def __init__(self):\n super(NoSupportedActionError, self).__init__(\n 'None of the actions is supported by smoothness measurement')\n\n\ndef _GetSyntheticDelayCategoriesFromPage(page):\n if not hasattr(page, 'synthetic_delays'):\n return []\n result = []\n for delay, options in page.synthetic_delays.items():\n options = '%f;%s' % (options.get('target_duration', 0),\n options.get('mode', 'static'))\n result.append('DELAY(%s;%s)' % (delay, options))\n return result\n\n\nclass SmoothnessMetric(Metric):\n def __init__(self):\n super(SmoothnessMetric, self).__init__()\n self._stats = None\n self._actions = []\n\n def AddActionToIncludeInMetric(self, action):\n self._actions.append(action)\n\n def Start(self, page, tab):\n custom_categories = ['webkit.console', 'benchmark']\n custom_categories += _GetSyntheticDelayCategoriesFromPage(page)\n tab.browser.StartTracing(','.join(custom_categories), 60)\n tab.ExecuteJavaScript('console.time(\"' + TIMELINE_MARKER + '\")')\n if tab.browser.platform.IsRawDisplayFrameRateSupported():\n tab.browser.platform.StartRawDisplayFrameRateMeasurement()\n\n def Stop(self, page, tab):\n if tab.browser.platform.IsRawDisplayFrameRateSupported():\n tab.browser.platform.StopRawDisplayFrameRateMeasurement()\n tab.ExecuteJavaScript('console.timeEnd(\"' + TIMELINE_MARKER + '\")')\n timeline_model = tab.browser.StopTracing().AsTimelineModel()\n timeline_ranges = [ action.GetActiveRangeOnTimeline(timeline_model)\n for action in self._actions ]\n\n renderer_process = timeline_model.GetRendererProcessFromTab(tab)\n self._stats = rendering_stats.RenderingStats(\n renderer_process, timeline_model.browser_process, timeline_ranges)\n\n if not self._stats.frame_times:\n raise NotEnoughFramesError()\n\n def SetStats(self, stats):\n \"\"\" Pass in a RenderingStats object directly. For unittests that don't call\n Start/Stop.\n \"\"\"\n self._stats = stats\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 72\n Invalid syntax at line 78: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 14\n Unexpected indentation at line 19\n Unexpected indentation at line 25\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 42\n Unexpected indentation at line 43\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 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 72\n Review syntax near the error location"}]
| false
| null | null | null |
675113f591f195a3d0243e7c9928ac1cbb147b5c
|
TheStack--python--010.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 permissions and limitations # under the License. import datetime import mock from oslo_context import context as ctx from oslo_policy import policy import testtools from esi_leap.api.controllers.v1.contract import ContractsController from esi_leap.common import exception from esi_leap.common import statuses from esi_leap.objects import contract from esi_leap.objects import offer from esi_leap.resource_objects.test_node import TestNode from esi_leap.tests.api import base as test_api_base def create_test_contract_data(): return { "offer_uuid": "some_uuid", "start_time": "2016-07-16T19:20:30", "end_time": "2016-08-16T19:20:30" } test_offer = offer.Offer( resource_type='test_node',
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 36 - expected ')' • SyntaxError: '(' was never closed at line 36 Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 1,254
| 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 permissions and limitations\n# under the License.\n\nimport datetime\nimport mock\nfrom oslo_context import context as ctx\nfrom oslo_policy import policy\nimport testtools\n\nfrom esi_leap.api.controllers.v1.contract import ContractsController\nfrom esi_leap.common import exception\nfrom esi_leap.common import statuses\nfrom esi_leap.objects import contract\nfrom esi_leap.objects import offer\nfrom esi_leap.resource_objects.test_node import TestNode\nfrom esi_leap.tests.api import base as test_api_base\n\n\ndef create_test_contract_data():\n return {\n \"offer_uuid\": \"some_uuid\",\n \"start_time\": \"2016-07-16T19:20:30\",\n \"end_time\": \"2016-08-16T19:20:30\"\n }\n\n\ntest_offer = offer.Offer(\n resource_type='test_node',"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 36 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 36\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6751762441036bee32a5ec5eab7e4e38182ec869
|
TheStack--python--010.parquet
|
Fix this broken Pythoncode:Python code: import rasterio from .. import get_meta, apply_meta def test_get_meta(): get_meta("sample_data/subset_data_1/subset_data_1.tif", outputfile="temp_output.json") apply_meta("sample_data/full_data_1/full_data_1.tif", "temp_output.json") out_dat Error: SyntaxError / EOF
|
Fixed Code: import rasterio from .. import get_meta, apply_meta def test_get_meta(): get_meta("sample_data/subset_data_1/subset_data_1.tif", outputfile="temp_output.json") apply_meta("sample_data/full_data_1/full_data_1.tif", "temp_output.json") out_data = rasterio.open("out_full_data_1.tif") data1 = out_data.read(1) dataset2 = rasterio.open("sample_data/subset_data_1/subset_data_1.tif") data2 = dataset2.read(1) assert (data1 == data2).all() Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 269
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport rasterio\nfrom .. import get_meta, apply_meta\n\n\ndef test_get_meta():\n get_meta(\"sample_data/subset_data_1/subset_data_1.tif\",\n outputfile=\"temp_output.json\")\n apply_meta(\"sample_data/full_data_1/full_data_1.tif\", \"temp_output.json\")\n\n out_dat\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport rasterio\nfrom .. import get_meta, apply_meta\n\n\ndef test_get_meta():\n get_meta(\"sample_data/subset_data_1/subset_data_1.tif\",\n outputfile=\"temp_output.json\")\n apply_meta(\"sample_data/full_data_1/full_data_1.tif\", \"temp_output.json\")\n\n out_data = rasterio.open(\"out_full_data_1.tif\")\n data1 = out_data.read(1)\n dataset2 = rasterio.open(\"sample_data/subset_data_1/subset_data_1.tif\")\n data2 = dataset2.read(1)\n assert (data1 == data2).all()\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6751e25ecbdb420f7d52d2b86e50f1b4c258147b
|
TheStack--python--010.parquet
|
Debug this Pythoncode:Python code: from evolution.agent import Agent from grove import config import evolution.mutation as mutation config.load_config('evolution/test/grove-config.json') def test_truncation(): agents = [Agent() for _ in xrange(10)] agents = mutation.boundary()(agents) assert len(agents) == 10 def test_tournament(): agents = [Agent() for _ in xrange(10)] agents = mutation.gaussian()(agents) assert len(agents) == 10 def test_roulette(): agents = [Agent() for _ in xrange(10)] agents = mutation.uniform()(agents) assert len(agents) == 10
|
Code analysis results: 🔴 Errors found: Block at line 10 has no indented body Block at line 18 has no indented body Block at line 26 has no indented body ⚠️ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 21 Unexpected indentation at line 29
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 3
| 0
| 572
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom evolution.agent import Agent\nfrom grove import config\n\nimport evolution.mutation as mutation\n\n\nconfig.load_config('evolution/test/grove-config.json')\n\n\ndef test_truncation():\n\n agents = [Agent() for _ in xrange(10)]\n agents = mutation.boundary()(agents)\n\n assert len(agents) == 10\n\n\ndef test_tournament():\n\n agents = [Agent() for _ in xrange(10)]\n agents = mutation.gaussian()(agents)\n\n assert len(agents) == 10\n\n\ndef test_roulette():\n\n agents = [Agent() for _ in xrange(10)]\n agents = mutation.uniform()(agents)\n\n assert len(agents) == 10"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 10 has no indented body\n Block at line 18 has no indented body\n Block at line 26 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 13\n Unexpected indentation at line 21\n Unexpected indentation at line 29"}]
| false
| null | null | null |
6753ee412c1f39098b2ecd03d09dbde9cb028caf
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: from mpl_toolkits.mplot3d import axes3d import matplotlib.pyplot as plt import numpy as np import os import time def view(prediction): fig = plt.figure(1) view_init = [45,45] for k in range(2): ax = fig.add_subplot(2, 1, k + 1, projection='3d') skelen_dex = [[0, 1], [1, 2], [2, 3], [0, 4], [4, 5], [5, 6], [0, 7], [7, 8], [8, 9], [9, 10] , [8, 14], [14, 15], [15, 16], [8, 11], [11, 12], [12, 13]] for i in range(len(skelen_dex)): x = [prediction[skelen_dex[i][0]][0], prediction[skelen_dex[i][1]][0]] y = [prediction[skelen_dex[i][0]][1], prediction[skelen_dex[i][1]][1]] z = [prediction[skelen_dex[i][0]][2], prediction[skelen_dex[i][1]][2]] ax.plot(x, y, z, c='b') ax.set_xlim3d([-2, 2]) ax.set_zlim3d([0, 2]) ax.set_ylim3d([-2, 3]) ax.set_title('angle of view :' + str(view_init[k])) if k ==0: ax.view_init(0, view_init[k]) else : ax.view_init(45, view_init[k]) plt.pause(0.0001) plt.clf() def view_3dpose(txt_path): while True: path_exists = os.path.exists(txt_path) if path_exists == True: prediction = [] with open(txt_path, 'r') as f: line = f.readlines() if len(line) == 17 and len(line[16].split(',')) == 3: for i in range(len(line)): prediction.append( [float(line[i].split(',')[0]), float(line[i].split(',')[1]), float(line[i].split(',')[2])]) prediction = np.reshape(prediction, [17, 3]) else: continue view(prediction) else: continue# print('skip 1 frames') if __name__ == '__main__': txt_path = './SaveCur3d.txt' view_3dpose(txt_path)
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Block at line 13 has no indented body Fix: Close the string literal with matching quote
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 1,902
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom mpl_toolkits.mplot3d import axes3d\nimport matplotlib.pyplot as plt\nimport numpy as np\nimport os\nimport time\n\n\n\n\ndef view(prediction):\n fig = plt.figure(1)\n view_init = [45,45]\n for k in range(2):\n\n ax = fig.add_subplot(2, 1, k + 1, projection='3d')\n skelen_dex = [[0, 1], [1, 2], [2, 3], [0, 4], [4, 5], [5, 6], [0, 7], [7, 8], [8, 9], [9, 10]\n , [8, 14], [14, 15], [15, 16], [8, 11], [11, 12], [12, 13]]\n\n for i in range(len(skelen_dex)):\n x = [prediction[skelen_dex[i][0]][0], prediction[skelen_dex[i][1]][0]]\n y = [prediction[skelen_dex[i][0]][1], prediction[skelen_dex[i][1]][1]]\n z = [prediction[skelen_dex[i][0]][2], prediction[skelen_dex[i][1]][2]]\n ax.plot(x, y, z, c='b')\n\n ax.set_xlim3d([-2, 2])\n ax.set_zlim3d([0, 2])\n ax.set_ylim3d([-2, 3])\n ax.set_title('angle of view :' + str(view_init[k]))\n\n if k ==0:\n ax.view_init(0, view_init[k])\n else :\n ax.view_init(45, view_init[k])\n\n plt.pause(0.0001)\n plt.clf()\n\n\ndef view_3dpose(txt_path):\n while True:\n path_exists = os.path.exists(txt_path)\n if path_exists == True:\n prediction = []\n with open(txt_path, 'r') as f:\n line = f.readlines()\n if len(line) == 17 and len(line[16].split(',')) == 3:\n for i in range(len(line)):\n prediction.append(\n [float(line[i].split(',')[0]), float(line[i].split(',')[1]), float(line[i].split(',')[2])])\n prediction = np.reshape(prediction, [17, 3])\n else:\n continue\n view(prediction)\n\n\n else:\n continue# print('skip 1 frames')\n\n\n\nif __name__ == '__main__':\n txt_path = './SaveCur3d.txt'\n view_3dpose(txt_path)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Block at line 13 has no indented body\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
67556e8c77ab7c4c660870d100b18ae21de34542
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 def test_read_conf_file_fake_header(): """ Tests that the `read_conf_file_fake_header()` will correctly read a file with no header, regardless of whether a fake header name was provided or the default was used. """ this_dir = os.path.dirname(os.path.realpath(__file__)) conf_dir = os.path.join(this_dir, 'test_config') parser = config.read_conf_file_fake_header('mock_config_no_header.conf', conf_dir) assert parser['fake']['test key no header'] == 'test-val-no-header' assert parser['test-submod :: test-section']['test key str'] \ == 'test-val-str' parser = config.read_conf_file_fake_header('mock_config_no_header.conf', conf_dir, 'new fake') assert parser['new fake']['test key no header'] == 'test-val-no-header' assert parser['test-submod :: test-section']['test key str'] \ == 'test-val-str' def test_read_conf_file(): """ Tests that the `read_conf_file()` will correctly read a file, checking a couple values. """ this_dir = os.path.dirname(os.path.realpath(__file__)) conf_dir = os.path.join(this_dir, 'test_config') parser = config.read_conf_file('mock_config.conf', conf_dir) assert parser['test-section']['test key str'] == 'test-val-str' assert parser.getint('test-section', 'test key int') == 123 def test_cast_var(): """ Tests `cast_var()` for all `Cas
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 3 • SyntaxError: unterminated triple-quoted string literal (detected at line 39) at line 38 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 1,441
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\ndef test_read_conf_file_fake_header():\n \"\"\"\n Tests that the `read_conf_file_fake_header()` will correctly read a file\n with no header, regardless of whether a fake header name was provided or the\n default was used.\n \"\"\"\n this_dir = os.path.dirname(os.path.realpath(__file__))\n conf_dir = os.path.join(this_dir, 'test_config')\n parser = config.read_conf_file_fake_header('mock_config_no_header.conf',\n conf_dir)\n assert parser['fake']['test key no header'] == 'test-val-no-header'\n assert parser['test-submod :: test-section']['test key str'] \\\n == 'test-val-str'\n\n parser = config.read_conf_file_fake_header('mock_config_no_header.conf',\n conf_dir, 'new fake')\n assert parser['new fake']['test key no header'] == 'test-val-no-header'\n assert parser['test-submod :: test-section']['test key str'] \\\n == 'test-val-str'\n\n\n\ndef test_read_conf_file():\n \"\"\"\n Tests that the `read_conf_file()` will correctly read a file, checking a\n couple values.\n \"\"\"\n this_dir = os.path.dirname(os.path.realpath(__file__))\n conf_dir = os.path.join(this_dir, 'test_config')\n parser = config.read_conf_file('mock_config.conf', conf_dir)\n assert parser['test-section']['test key str'] == 'test-val-str'\n assert parser.getint('test-section', 'test key int') == 123\n\n\n\ndef test_cast_var():\n \"\"\"\n Tests `cast_var()` for all `Cas"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 3\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 39) at line 38\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6755bec43e610df9b4496e59c21dc0b810ff90ca
|
TheStack--python--010.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python3 # Copyright 2013-present Barefoot Networks, Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # Runs the compiler on a sample P4 V1.2 program # generate a very large P4 program size = 10000; Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python3 # Copyright 2013-present Barefoot Networks, Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # Runs the compiler on a sample P4 V1.2 program # generate a very large P4 program size = 10000; Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 716
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python3\n# Copyright 2013-present Barefoot Networks, Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n# Runs the compiler on a sample P4 V1.2 program\n# generate a very large P4 program\n\nsize = 10000;\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python3\n# Copyright 2013-present Barefoot Networks, Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n# Runs the compiler on a sample P4 V1.2 program\n# generate a very large P4 program\n\nsize = 10000;\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6757aaf3ee4da19c0f5fba2905982aad800d9b48
|
TheStack--python--010.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python try: from setuptools import setup except ImportError: from distutils.core import setup
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF 💡 Suggestions: Complete the expression on the last line
|
beginner
|
general
|
debugging
|
Pythoncode:Python
| 0
| 0
| 117
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n\ntry:\n from setuptools import setup\nexcept ImportError:\n from distutils.core import setup"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line"}]
| false
| null | null | null |
67580fab2df4364b30a7536dd4521cec04d915df
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: from typing import Tuple, List, Dict, Union import shutil import subprocess from pathlib import Path from mkdocs.utils import yaml_load from mkdocs.structure.files import File from .util import ( def is_yaml_file(file: File) -> bool: return os.path.splitext(file.src_path)[1] in ( ".yaml", ".yml" ) def resolve_nav_paths(nav: List[Dict], section_name: str) -> None: """Adds the section_name to the begining of all paths in a MkDocs nav object""" for index, entry in enumerate(nav): (key, value), = entry.items() if type(value) is list: resolve_nav_paths(value, section_name) else: nav[index][key] = str(section_name / Path(value)).replace("\\", "/") def parse_repo_url(repo_url: str) -> Dict[str, str]: """Parses !import statement urls""" url_parts = repo_url.split("?") import_parts = {"url": url_parts[0]} for part in url_parts[1:]: k, v = part.split("=") import_parts[k] = v return import_parts def parse_import(import_stmt: str) -> Tuple[str, str]: """Parses !import statements""" import_url = import_stmt.split(" ", 1)[1] return parse_repo_url(import_url) class NavImport: """Represents a nav import statement (e.g., section: '!import {url}'). Attributes: section (str): The nav section title. nav_entry_ptr (dict): A reference to the dictionary, within the nav, that holds this section. repo (DocsRepo): The docs repo object created after parsing the import statement. """ def __init__(self, section, nav_entry_ptr, repo): self.section = section self.nav_entry_ptr = nav_entry_ptr self.repo = repo def set_section_value(self, new_val: Union[List, str]) -> None: if isinstance(new_val, str) or isinstance(new_val, list): self.nav_entry_ptr[self.section] = new_val return raise ValueError(f"new_val must be either a list or a str, not {type(new_val)}") ... [14 more functiondefs truncated] ...
|
Functions: is_yaml_file, resolve_nav_paths, parse_repo_url, parse_import, __init__ Classes: NavImport This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 6
| 1
| 2,115
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom typing import Tuple, List, Dict, Union\r\nimport shutil\r\nimport subprocess\r\nfrom pathlib import Path\r\nfrom mkdocs.utils import yaml_load\r\nfrom mkdocs.structure.files import File\r\nfrom .util import (\r\ndef is_yaml_file(file: File) -> bool:\r\n return os.path.splitext(file.src_path)[1] in (\r\n \".yaml\",\r\n \".yml\"\r\n )\r\n\r\n\r\ndef resolve_nav_paths(nav: List[Dict], section_name: str) -> None:\r\n \"\"\"Adds the section_name to the begining of all paths in a MkDocs nav object\"\"\"\r\n for index, entry in enumerate(nav):\r\n (key, value), = entry.items()\r\n if type(value) is list:\r\n resolve_nav_paths(value, section_name)\r\n else:\r\n nav[index][key] = str(section_name / Path(value)).replace(\"\\\\\", \"/\")\r\n\r\n\r\ndef parse_repo_url(repo_url: str) -> Dict[str, str]:\r\n \"\"\"Parses !import statement urls\"\"\"\r\n url_parts = repo_url.split(\"?\")\r\n import_parts = {\"url\": url_parts[0]}\r\n for part in url_parts[1:]:\r\n k, v = part.split(\"=\")\r\n import_parts[k] = v\r\n return import_parts\r\n\r\n\r\ndef parse_import(import_stmt: str) -> Tuple[str, str]:\r\n \"\"\"Parses !import statements\"\"\"\r\n import_url = import_stmt.split(\" \", 1)[1]\r\n return parse_repo_url(import_url)\r\n\r\n\r\nclass NavImport:\r\n \"\"\"Represents a nav import statement (e.g., section: '!import {url}').\r\n\r\n Attributes:\r\n section (str): The nav section title.\r\n nav_entry_ptr (dict): A reference to the dictionary, within the nav, that holds this section.\r\n repo (DocsRepo): The docs repo object created after parsing the import statement.\r\n \"\"\"\r\n\r\n def __init__(self, section, nav_entry_ptr, repo):\r\n self.section = section\r\n self.nav_entry_ptr = nav_entry_ptr\r\n self.repo = repo\r\n\r\n def set_section_value(self, new_val: Union[List, str]) -> None:\r\n if isinstance(new_val, str) or isinstance(new_val, list):\r\n self.nav_entry_ptr[self.section] = new_val\r\n return\r\n raise ValueError(f\"new_val must be either a list or a str, not {type(new_val)}\")\r\n\r\n\r\n\n ... [14 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: is_yaml_file, resolve_nav_paths, parse_repo_url, parse_import, __init__\n Classes: NavImport\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6758b6b1f8f699eb01e40920b16cb2239078138f
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: from rlutilities.linear_algebra import vec3 from math import sqrt from numpy.linalg import norm def normalize(vec : vec3) -> float: return sqrt(vec.x ** 2 + vec.y ** 2 + vec.z ** 2)
|
def distance(loc1 : vec3, loc2 : vec3) -> float: new = vec3(loc2.x - loc1.x, loc2.y - loc1.y, loc2.z - loc1.z) return new.length()
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 322
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom rlutilities.linear_algebra import vec3\nfrom math import sqrt\nfrom numpy.linalg import norm\n\ndef normalize(vec : vec3) -> float:\n\treturn sqrt(vec.x ** 2 + vec.y ** 2 + vec.z ** 2)"}, {"role": "assistant", "content": "\ndef distance(loc1 : vec3, loc2 : vec3) -> float:\n\tnew = vec3(loc2.x - loc1.x, loc2.y - loc1.y, loc2.z - loc1.z)\n return new.length()"}]
| false
| null | null | null |
675a4239dd7cc8f0d6d937e43194f97661367c17
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: from base_html import * from index_html import * from waiting_html import * from result_html import *
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 102
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom base_html import *\nfrom index_html import *\nfrom waiting_html import *\nfrom result_html import *"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
675aa12f56c1ccf729e2f998dcb333448903c079
|
TheStack--python--010.parquet
|
Fix this broken Pythoncode:Python code: from kivy.uix.boxlayout import BoxLayout from kivy.uix.button import Button from kivy.uix.label import Label from bglib.flow.decision import Decision class DecisionOptionButton(Button): def __init__(self, decision_option, **kwargs): super().__init__(**kwargs) self.decision_option = decision_option self.text = decision_option.text def on_touch_down(self, touch): if self.collide_point(*touch.pos): self.parent.on_option_chosen(self.decision_option) Error: SyntaxError / EOF
|
Fixed Code: from kivy.uix.boxlayout import BoxLayout from kivy.uix.button import Button from kivy.uix.label import Label from bglib.flow.decision import Decision class DecisionOptionButton(Button): def __init__(self, decision_option, **kwargs): super().__init__(**kwargs) self.decision_option = decision_option self.text = decision_option.text def on_touch_down(self, touch): if self.collide_point(*touch.pos): self.parent.on_option_chosen(self.decision_option) super().on_touch_down(touch) class DecisionWidget(BoxLayout): def __init__(self, decision, **kwargs): Explanation: Complete the truncated code structure
|
advanced
|
ui
|
error_fixing
|
Pythoncode:Python
| 4
| 2
| 504
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom kivy.uix.boxlayout import BoxLayout\nfrom kivy.uix.button import Button\nfrom kivy.uix.label import Label\nfrom bglib.flow.decision import Decision\n\n\nclass DecisionOptionButton(Button):\n def __init__(self, decision_option, **kwargs):\n super().__init__(**kwargs)\n self.decision_option = decision_option\n self.text = decision_option.text\n\n def on_touch_down(self, touch):\n if self.collide_point(*touch.pos):\n self.parent.on_option_chosen(self.decision_option)\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom kivy.uix.boxlayout import BoxLayout\nfrom kivy.uix.button import Button\nfrom kivy.uix.label import Label\nfrom bglib.flow.decision import Decision\n\n\nclass DecisionOptionButton(Button):\n def __init__(self, decision_option, **kwargs):\n super().__init__(**kwargs)\n self.decision_option = decision_option\n self.text = decision_option.text\n\n def on_touch_down(self, touch):\n if self.collide_point(*touch.pos):\n self.parent.on_option_chosen(self.decision_option)\n super().on_touch_down(touch)\n\n\nclass DecisionWidget(BoxLayout):\n def __init__(self, decision, **kwargs):\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
675be2335a1a0d9ce98ef4040904fd94362bc68e
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: from uninas.main import Main
|
Error Analysis: Error Type: UNKNOWN Error: Unknown error
|
beginner
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 29
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom uninas.main import Main"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: UNKNOWN\n Error: Unknown error"}]
| true
|
syntax
|
UNKNOWN
|
UNKNOWN
|
675bfb5ee28c871d977de194a8140b36856e7647
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import toml import subprocess as sp from pathlib import Path from .profile import Profile from .util import keep_cwd, read_config, write_config, iterdirp class Control: def __init__(self): self.user_home = Path.home() self.root_path = self.user_home.joinpath('.config/dotcontrol') self.config_path = self.root_path.joinpath('config.toml') self.profiles_path = self.root_path.joinpath('profiles') if self.root_path.exists(): self.load() else: self.init() def init(self): from .util import mkdirp from .const import CONTROL_CONFIG_TEMPLATE mkdirp(self.profiles_path) self.config = CONTROL_CONFIG_TEMPLATE.copy() self.current_profile = Profile.create(self, self.config['current_profile') self.save() def load(self): self.config = read_config(self.config_path) self.current_profile = Profile.get(self, self.config['current_profile']) def save(self): write_config(self.config_path, self.config) def switch_profile(self, name): self.current_profile.deactivate() self.current_profile = Profile.get(self, name) or Profile.create(self, name) self.current_profile.activate() self.save() def delete_profile(self, name): self.get_profile(name).delete() def iter_profiles(self): for item in self.profiles_path.iterdir(): if item.is_dir(): profile = Profile.get(self, item.name) if profile.exists: yield profile
|
Syntax Analysis: Syntax Errors Found: • Unmatched closing bracket ')' at line 26 • Unclosed '(' at line 26 - expected ')' • Unclosed '[' at line 26 - expected ']' Fixes: • Add closing ')' bracket • Add closing ']' bracket • Check opening and closing brackets
|
advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 7
| 1
| 1,387
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport toml\nimport subprocess as sp\nfrom pathlib import Path\nfrom .profile import Profile\nfrom .util import keep_cwd, read_config, write_config, iterdirp\n\n\nclass Control:\n\tdef __init__(self):\n\t\tself.user_home = Path.home()\n\t\tself.root_path = self.user_home.joinpath('.config/dotcontrol')\n\t\tself.config_path = self.root_path.joinpath('config.toml')\n\t\tself.profiles_path = self.root_path.joinpath('profiles')\n\t\t\n\t\tif self.root_path.exists():\n\t\t\tself.load()\n\t\telse:\n\t\t\tself.init()\n\t\t\n\tdef init(self):\n\t\tfrom .util import mkdirp\n\t\tfrom .const import CONTROL_CONFIG_TEMPLATE\n\n\t\tmkdirp(self.profiles_path)\n\t\tself.config = CONTROL_CONFIG_TEMPLATE.copy()\n\t\tself.current_profile = Profile.create(self, self.config['current_profile')\n\t\tself.save()\n\t\n\tdef load(self):\n\t\tself.config = read_config(self.config_path)\n\t\tself.current_profile = Profile.get(self, self.config['current_profile'])\n\t\n\tdef save(self):\n\t\twrite_config(self.config_path, self.config)\n\n\tdef switch_profile(self, name):\t\t\n\t\tself.current_profile.deactivate()\n\t\tself.current_profile = Profile.get(self, name) or Profile.create(self, name)\n\t\tself.current_profile.activate()\n\t\tself.save()\n\n\tdef delete_profile(self, name):\n\t\tself.get_profile(name).delete()\n\n\tdef iter_profiles(self):\n\t\tfor item in self.profiles_path.iterdir():\n\t\t\tif item.is_dir():\n\t\t\t\tprofile = Profile.get(self, item.name)\n\t\t\t\tif profile.exists:\n\t\t\t\t\tyield profile"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unmatched closing bracket ')' at line 26\n \u2022 Unclosed '(' at line 26 - expected ')'\n \u2022 Unclosed '[' at line 26 - 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
|
675c2a9a0031f0add940cab92704e273213422c2
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import numpy as np import os, sys import os.path as osp from ray.rllib.offline import JsonReader, ShuffledInput from torchmeta.utils.data import Task, MetaDataset class Behaviour(MetaDataset): """ Behaviour cloning dataset. Parameters ---------- num_samples_per_task : Number of examples per task. """ def __init__(self, inputs, num_samples_per_task=0, policy_id="human_0", transform=None, target_transform=None, dataset_transform=None): super(Behaviour, self).__init__(meta_split='train', target_transform=target_transform, dataset_transform=dataset_transform) self.transform = transform self._datasets = [] for input_path in inputs: # Cache all samples in rllib, to ensure stochastic loading data_paths = [osp.join(input_path, f) for f in os.listdir(input_path)] print(f"Loading from {input_path}: {len(data_paths)} files") # dataset = ShuffledInput(JsonReader(data_paths), n=num_samples_per_task) dataset = ShuffledInput(JsonReader(data_paths)) self._datasets.append(dataset) self.num_tasks = len(inputs) self.num_samples_per_task = num_samples_per_task self.policy_id = policy_id def __len__(self): return 2 ** 20 def __getitem__(self, index): index_ = index % self.num_tasks dataset = self._datasets[index_] num_samples = 0 data = {'obs': [], 'actions': []} while num_samples < self.num_samples_per_task: dnext = dataset.next() acs = dnext.policy_batches[self.policy_id]['actions'] # (nsamples, acs_dim) obs = dnext.policy_batches[self.policy_id]['obs'] data['obs'].append(obs) data['actions'].append(acs) num_samples += acs.shape[0] data['obs'] = np.concatenate(data['obs']) data['actions'] = np.concatenate(data['actions']) if num_samples > self.num_samples_per_task: data['obs'] = data['obs'][:self.num_samples_per_task] data['actions'] = data['actions'][:self.num_samples_per_task] task = BehaviourTask(index, data, self.num_samples_per_task, self.transform, self.target_transform) if self.dataset_transform is not None: task = self.dataset_transform(task) return task class BehaviourTask(Task): def __init__(self, index, data, num_samples, transform=None, target_transform=None): super(BehaviourTask, self).__init__(index, None) # Regression task self._data = data self.num_samples = num_samples self.transform = transform self.target_transform = target_transform def __len__(self): return self.num_samples ... [1 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 9 • Invalid syntax at line 81: ... [1 more functiondefs truncated] ... Fixes: • Complete the expression on the last line • Add closing quote at line 9 • Review syntax near the error location
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 5
| 2
| 2,855
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport numpy as np\nimport os, sys\nimport os.path as osp\nfrom ray.rllib.offline import JsonReader, ShuffledInput\nfrom torchmeta.utils.data import Task, MetaDataset\n\n\nclass Behaviour(MetaDataset):\n \"\"\"\n Behaviour cloning dataset.\n\n Parameters\n ----------\nnum_samples_per_task :\n Number of examples per task.\n\n \"\"\"\n def __init__(self, inputs, num_samples_per_task=0, policy_id=\"human_0\", transform=None, target_transform=None,\n dataset_transform=None):\n super(Behaviour, self).__init__(meta_split='train',\n target_transform=target_transform, dataset_transform=dataset_transform)\n\n self.transform = transform\n self._datasets = []\n for input_path in inputs:\n # Cache all samples in rllib, to ensure stochastic loading\n data_paths = [osp.join(input_path, f) for f in os.listdir(input_path)]\n print(f\"Loading from {input_path}: {len(data_paths)} files\")\n # dataset = ShuffledInput(JsonReader(data_paths), n=num_samples_per_task)\n dataset = ShuffledInput(JsonReader(data_paths))\n self._datasets.append(dataset)\n\n self.num_tasks = len(inputs)\n self.num_samples_per_task = num_samples_per_task\n self.policy_id = policy_id\n\n\n def __len__(self):\n return 2 ** 20\n\n def __getitem__(self, index):\n index_ = index % self.num_tasks\n dataset = self._datasets[index_]\n num_samples = 0\n data = {'obs': [], 'actions': []}\n while num_samples < self.num_samples_per_task:\n dnext = dataset.next()\n acs = dnext.policy_batches[self.policy_id]['actions'] # (nsamples, acs_dim)\n obs = dnext.policy_batches[self.policy_id]['obs']\n data['obs'].append(obs)\n data['actions'].append(acs)\n num_samples += acs.shape[0]\n\n data['obs'] = np.concatenate(data['obs'])\n data['actions'] = np.concatenate(data['actions'])\n if num_samples > self.num_samples_per_task:\n data['obs'] = data['obs'][:self.num_samples_per_task]\n data['actions'] = data['actions'][:self.num_samples_per_task]\n task = BehaviourTask(index, data, self.num_samples_per_task, self.transform, self.target_transform)\n\n\n if self.dataset_transform is not None:\n task = self.dataset_transform(task)\n\n return task\n\n\nclass BehaviourTask(Task):\n def __init__(self, index, data, num_samples, transform=None,\n target_transform=None):\n super(BehaviourTask, self).__init__(index, None) # Regression task\n self._data = data\n self.num_samples = num_samples\n self.transform = transform\n self.target_transform = target_transform\n\n def __len__(self):\n return self.num_samples\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 Unterminated string literal at line 9\n \u2022 Invalid syntax at line 81: ... [1 more functiondefs truncated] ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 9\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
675c95aea2b48adc8ee405350a3a1afa2e1db795
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: from os.path import abspath, dirname, join from setuptools import find_packages, setup basedir = abspath(dirname(__file__)) with open(join(basedir, 'README.md'), encoding='utf-8') as f: README = f.read() install_requires = [ 'tqdm', 'numpy>=1.16.0', 'pandas>=0.24.2',
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unclosed '[' at line 10 - expected ']' • SyntaxError: '[' was never closed at line 10 Fix: Close the string literal with matching quote
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 290
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom os.path import abspath, dirname, join\n\nfrom setuptools import find_packages, setup\n\nbasedir = abspath(dirname(__file__))\n\nwith open(join(basedir, 'README.md'), encoding='utf-8') as f:\n README = f.read()\n\ninstall_requires = [\n 'tqdm',\n 'numpy>=1.16.0',\n 'pandas>=0.24.2',"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unclosed '[' at line 10 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 10\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
675ccd3cbb5a0831423f3b1e59eaf8183bd2f8bb
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: # coding=utf-8 from __future__ import print_function import sys from phi.tf.model import * from phi.control.control import * from phi.control.iksm import * class SmokeSM(TFModel): ... [5 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 9 has no indented body IndentationError at line 11 ✨ Improvements: Complete the expression on the last line Fix indentation to match Python syntax rules
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 1
| 229
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding=utf-8\nfrom __future__ import print_function\nimport sys\nfrom phi.tf.model import *\nfrom phi.control.control import *\nfrom phi.control.iksm import *\n\n\nclass SmokeSM(TFModel):\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Block at line 9 has no indented body\n IndentationError at line 11\n\n\u2728 Improvements:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
675ed27a005774ca7d82ee55f20d74d425391e88
|
TheStack--python--010.parquet
|
Complete this incomplete Pythoncode:Python code: from rest_framework import serializers from moviesdbapi.models import Movie, Comment class MovieSerializer(serializers.ModelSerializer): id = serializers.IntegerField(read_only=True) class Meta: model = Movie fields = ('id', 'title', 'year') ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: class CommentSerializer(serializers.ModelSerializer): id = serializers.IntegerField(read_only=True) class Meta: model = Comment
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 0
| 4
| 271
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom rest_framework import serializers\n\nfrom moviesdbapi.models import Movie, Comment\n\n\nclass MovieSerializer(serializers.ModelSerializer):\n id = serializers.IntegerField(read_only=True)\n\n class Meta:\n model = Movie\n fields = ('id', 'title', 'year')\n\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\nclass CommentSerializer(serializers.ModelSerializer):\n id = serializers.IntegerField(read_only=True)\n\n class Meta:\n model = Comment"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
676022e5e08771185c1323a842be2dd3bb4afc40
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: import tornado.httpserver import tornado.websocket import tornado.ioloop import tornado.web import json import os.path import logging import tornado.auth import traceback import MySQLdb import datetime ''' Websocket based implementation for sending and receiving messages between creators and approvers ''' class MainHandler(tornado.web.RequestHandler): def get(self): self.render('login.html') class WSHandler(tornado.websocket.WebSocketHandler): lgr = logging.getLogger('Labor application') lgr.setLevel(logging.DEBUG) fh = logging.FileHandler('labor_app.log') fh.setLevel(logging.WARNING) frmt = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s') fh.setFormatter(frmt) lgr.addHandler(fh) #Global message queue to hold all messages db_connect = MySQLdb.connect(host = 'localhost',user = 'db_admin',passwd = 'password',db = 'approvedb') message_queue = [] approvers = set() creators = set() ceo = set() admins = set() def open(self): self.lgr.info("new connection") def send_message(self, target_set, json_message): try: role = self.user_map_roles(json_message['user']) c = self.db_connect.cursor() reply_message = {} reply_message['sendData']= [] c.execute("Select * from HIRING_EMPLOYEE1 where TIMESTAMP in (SELECT MAX(TIMESTAMP) FROM `HIRING_EMPLOYEE1` GROUP BY EMP_ID)") result = c.fetchall() for row in result: reply_message['sendData'].append(json.loads(row[-3])) c.close() reply_message['role'] = role for handler in target_set: handler.write_message(reply_message, binary=False) except AttributeError as e: self.lgr.error(e) #Called when each message is received. Check if it needs approval. If it does, send the message to the approver. def on_message(self, message): try: json_message = json.loads(message) print json.dumps(json_message) role = self.user_map_roles(json_message['user']) if role == "approver": self.lgr.info('Message coming from an approver') if self not in self.approvers: self.approvers.add(self) if 'approvedData' in json_message: try: c = self.db_connect.cursor() user = json_message['user'] db_data = json.dumps(json_message['approvedData']) empid= json_message['approvedData']['project']['project_number'] c.execute( """insert into HIRING_EMPLOYEE1(USER_NAME,DATA, EMP_ID) VALUES (%s,%s,%s);""", (user,db_data,empid)) self.db_connect.commit() c.close() self.send_message(self.approvers,json_message) self.send_message(self.creators,json_message) except MySQLdb.Error as e: self.lgr.error(e) else: self.send_message(self.approvers,json_message) #If role is that of admin elif role = ... [code truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 13 SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 61 ⚠️ Code quality: Unexpected indentation at line 14 Unexpected indentation at line 19 Unexpected indentation at line 22 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 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 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 39 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 58 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 65 Unexpected indentation at line 67 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 76 Unexpected indentation at line 77 Unexpected indentation at line 78 Unexpected indentation at line 79 Unexpected indentation at line 80 Unexpected indentation at line 81 Unexpected indentation at line 83 Unexpected indentation at line 85 Unexpected indentation at line 86 ✨ Improvements: Complete the expression on the last line Add closing quote at line 13 Review code syntax
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 4
| 2
| 3,033
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport tornado.httpserver\nimport tornado.websocket\nimport tornado.ioloop\nimport tornado.web\nimport json\nimport os.path\nimport logging\nimport tornado.auth\nimport traceback\nimport MySQLdb\nimport datetime\n\n'''\n Websocket based implementation for sending and receiving messages between creators and approvers\n'''\nclass MainHandler(tornado.web.RequestHandler):\n def get(self):\n self.render('login.html')\n \nclass WSHandler(tornado.websocket.WebSocketHandler):\n lgr = logging.getLogger('Labor application')\n lgr.setLevel(logging.DEBUG)\n\n fh = logging.FileHandler('labor_app.log')\n fh.setLevel(logging.WARNING)\n frmt = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')\n fh.setFormatter(frmt)\n lgr.addHandler(fh)\n\n #Global message queue to hold all messages\n db_connect = MySQLdb.connect(host = 'localhost',user = 'db_admin',passwd = 'password',db = 'approvedb')\n message_queue = []\n approvers = set()\n creators = set()\n ceo = set()\n admins = set()\n def open(self):\n self.lgr.info(\"new connection\")\n \n def send_message(self, target_set, json_message):\n try:\n role = self.user_map_roles(json_message['user'])\n c = self.db_connect.cursor()\n reply_message = {}\n reply_message['sendData']= []\n c.execute(\"Select * from HIRING_EMPLOYEE1 where TIMESTAMP in (SELECT MAX(TIMESTAMP) FROM `HIRING_EMPLOYEE1` GROUP BY EMP_ID)\")\n result = c.fetchall()\n for row in result:\n reply_message['sendData'].append(json.loads(row[-3])) \n c.close()\n reply_message['role'] = role\n for handler in target_set:\n handler.write_message(reply_message, binary=False)\n except AttributeError as e:\n self.lgr.error(e)\n\n #Called when each message is received. Check if it needs approval. If it does, send the message to the approver.\n def on_message(self, message):\n try:\n json_message = json.loads(message)\n print json.dumps(json_message)\n role = self.user_map_roles(json_message['user'])\n if role == \"approver\":\n self.lgr.info('Message coming from an approver')\n if self not in self.approvers:\n self.approvers.add(self)\n if 'approvedData' in json_message:\n try:\n c = self.db_connect.cursor()\n user = json_message['user']\n db_data = json.dumps(json_message['approvedData'])\n empid= json_message['approvedData']['project']['project_number']\n c.execute(\n \"\"\"insert into HIRING_EMPLOYEE1(USER_NAME,DATA, EMP_ID)\n VALUES (%s,%s,%s);\"\"\",\n (user,db_data,empid))\n self.db_connect.commit()\n c.close()\n self.send_message(self.approvers,json_message)\n self.send_message(self.creators,json_message)\n except MySQLdb.Error as e:\n self.lgr.error(e) \n else:\n self.send_message(self.approvers,json_message)\n #If role is that of admin\n elif role =\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 13\n SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 61\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 14\n Unexpected indentation at line 19\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 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 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 39\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 54\n Unexpected indentation at line 58\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 65\n Unexpected indentation at line 67\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n Unexpected indentation at line 77\n Unexpected indentation at line 78\n Unexpected indentation at line 79\n Unexpected indentation at line 80\n Unexpected indentation at line 81\n Unexpected indentation at line 83\n Unexpected indentation at line 85\n Unexpected indentation at line 86\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 13\n Review code syntax"}]
| false
| null | null | null |
6762e1498ac8c0ad5031b895c2cb8023ed3ca873
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: import re from .base import ResponseMicroService class AddStaticAttributes(ResponseMicroService): """ Add static attributes to the responses. """ def __init__(self, config, *args, **kwargs): super().__init__(*args, **kwargs) self.static_attributes = config["static_attributes"] def process(self, context, data): data.attributes.update(self.static_attributes) return super().process(context, data) class FilterAttributeValues(ResponseMicroService): """ Filter attribute values, only preserving those matching the given regex. """ def __init__(self, config, *args, **kwargs): super().__init__(*args, **kwargs) self.attribute_filters = config["attribute_filters"] def process(self, context, data): # apply default filters provider_filters = self.attribute_filters.get("", {}) self._apply_requester_filters(data.attributes, provider_filters, data.requester) # apply target provider specific filters target_provider = data.auth_info.issuer provider_filters = self.attribute_filters.get(target_provider, {}) self._apply_requester_filters(data.attributes, provider_filters, data.requester) return super().process(context, data) def _apply_requester_filters(self, attributes, provider_filters, requester): # apply default requester filters default_requester_filters = provider_filters.get("", {}) self._apply_filter(attributes, default_requester_filters) # apply requester specific filters requester_filters = provider_filters.get(requester, {}) self._apply_filter(attributes, requester_filters) def _apply_filter(self, attributes, attribute_filters): for attribute_name, attribute_filter in attribute_filters.items(): regex = re.compile(attribute_filter) if attribute_name == "": # default filter for all attributes for attribute, values in attributes.items(): attributes[attribute] = list(filter(regex.search, attributes[attribute])) elif attribute_name in attributes: attributes[attribute_name] = list(filter(regex.search, attributes[attribute_name]))
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Functions: __init__, process, __init__, process, _apply_requester_filters Classes: AddStaticAttributes, FilterAttributeValues This code demonstrates Pythoncode:Python programming.
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advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 6
| 2
| 2,265
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport re\n\nfrom .base import ResponseMicroService\n\n\nclass AddStaticAttributes(ResponseMicroService):\n \"\"\"\n Add static attributes to the responses.\n \"\"\"\n\n def __init__(self, config, *args, **kwargs):\n super().__init__(*args, **kwargs)\n self.static_attributes = config[\"static_attributes\"]\n\n def process(self, context, data):\n data.attributes.update(self.static_attributes)\n return super().process(context, data)\n\n\nclass FilterAttributeValues(ResponseMicroService):\n \"\"\"\n Filter attribute values, only preserving those matching the given regex.\n \"\"\"\n\n def __init__(self, config, *args, **kwargs):\n super().__init__(*args, **kwargs)\n self.attribute_filters = config[\"attribute_filters\"]\n\n def process(self, context, data):\n # apply default filters\n provider_filters = self.attribute_filters.get(\"\", {})\n self._apply_requester_filters(data.attributes, provider_filters, data.requester)\n\n # apply target provider specific filters\n target_provider = data.auth_info.issuer\n provider_filters = self.attribute_filters.get(target_provider, {})\n self._apply_requester_filters(data.attributes, provider_filters, data.requester)\n return super().process(context, data)\n\n def _apply_requester_filters(self, attributes, provider_filters, requester):\n # apply default requester filters\n default_requester_filters = provider_filters.get(\"\", {})\n self._apply_filter(attributes, default_requester_filters)\n\n # apply requester specific filters\n requester_filters = provider_filters.get(requester, {})\n self._apply_filter(attributes, requester_filters)\n\n def _apply_filter(self, attributes, attribute_filters):\n for attribute_name, attribute_filter in attribute_filters.items():\n regex = re.compile(attribute_filter)\n if attribute_name == \"\": # default filter for all attributes\n for attribute, values in attributes.items():\n attributes[attribute] = list(filter(regex.search, attributes[attribute]))\n elif attribute_name in attributes:\n attributes[attribute_name] = list(filter(regex.search, attributes[attribute_name]))"}, {"role": "assistant", "content": " Functions: __init__, process, __init__, process, _apply_requester_filters\n Classes: AddStaticAttributes, FilterAttributeValues\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
67633af27889179b3eeefa17f460dceefbfc5471
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python boxes = { 'N': (2, 120, 730, 244), 'S': (2, 1208, 730, 1332), 'E': (668, 336, 746, 1038), 'W': (2, 336, 80, 1038) } HEIGHT = 1334 print ''' // Card bounding boxes for iPhone 6 screen: 750x1334 // card -> [x1, y1, x2, y2] var ibbBoxes6 = { ''' for player, (x1, y1, x2, y2) in boxes.iteritems(): if player in {'N', 'S'}: dx = 1.0 * (x2 - x1) / 13 dy = 0 w = dx h = y2 - y1 else: dx = 0 dy = 1.0 * (y2 - y1) / 13 w = x2 - x1 h = dy for i in range(0, 13): x = x1 + dx * i y = y1 + dy * i ix1 = round(x) iy1 = round(y) ix2 = round(x + w - 1) iy2 = round(y + h - 1) k = '%s%d' % (player, i) print ' %3s: [%4d, %4d, %4d, %4d], // %d x %d' % ( k, ix1, iy1, ix2, iy2, ix2 - ix1 + 1, iy2 - iy1 + 1) print print '};'
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 911
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python\n\nboxes = {\n 'N': (2, 120, 730, 244),\n 'S': (2, 1208, 730, 1332),\n 'E': (668, 336, 746, 1038),\n 'W': (2, 336, 80, 1038)\n}\nHEIGHT = 1334\n\nprint '''\n// Card bounding boxes for iPhone 6 screen: 750x1334\n// card -> [x1, y1, x2, y2]\nvar ibbBoxes6 = {\n'''\n\nfor player, (x1, y1, x2, y2) in boxes.iteritems():\n if player in {'N', 'S'}:\n dx = 1.0 * (x2 - x1) / 13\n dy = 0\n w = dx\n h = y2 - y1\n else:\n dx = 0\n dy = 1.0 * (y2 - y1) / 13\n w = x2 - x1\n h = dy\n\n for i in range(0, 13):\n x = x1 + dx * i\n y = y1 + dy * i\n ix1 = round(x)\n iy1 = round(y)\n ix2 = round(x + w - 1)\n iy2 = round(y + h - 1)\n k = '%s%d' % (player, i)\n print ' %3s: [%4d, %4d, %4d, %4d], // %d x %d' % (\n k, ix1, iy1, ix2, iy2, ix2 - ix1 + 1, iy2 - iy1 + 1)\n print\n\nprint '};'"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6765bae237f0d9c7061edcef7688e9a4c86ae308
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: #!/bin/python3 import math import os import random import re import sys from collections import Counter # Complete the countTriplets function below. def countTriplets(arr, r): r2 = Counter() r3 = Counter() count = 0 for v in arr: if v in r3: count += r3[v]
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 311
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/bin/python3\r\n\r\nimport math\r\nimport os\r\nimport random\r\nimport re\r\nimport sys\r\nfrom collections import Counter\r\n\r\n# Complete the countTriplets function below.\r\ndef countTriplets(arr, r):\r\n r2 = Counter()\r\n r3 = Counter()\r\n count = 0\r\n for v in arr:\r\n if v in r3:\r\n count += r3[v]"}, {"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
|
676800f4d4bcff6d947376f006a99d2a047ee46e
|
TheStack--python--010.parquet
|
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