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Fill in the in this Pythoncode:Python code: class CephCluster(object): """ Handles all cluster related operations from ceph perspective This class has depiction of ceph cluster. Contains references to pod objects which represents ceph cluster entities. Attributes: pods (list) : A list of ceph cluster related pods # Complete this line namespace (str): openshift Namespace where this cluster lives """ ... [73 more functiondefs truncated] ...
|
The missing line is: cluster_name (str): Name of ceph cluster
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 1
| 478
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass CephCluster(object):\n \"\"\"\n Handles all cluster related operations from ceph perspective\n\n This class has depiction of ceph cluster. Contains references to\n pod objects which represents ceph cluster entities.\n\n Attributes:\n pods (list) : A list of ceph cluster related pods\n # Complete this line\n namespace (str): openshift Namespace where this cluster lives\n \"\"\"\n\n\n ... [73 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n cluster_name (str): Name of ceph cluster"}]
| false
| null | null | null |
e66c3efb17fe57a58924ade4ac24258abd570c92
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # pylint: disable=line-too-long ... [1 m
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 3 - expected ']' • Invalid syntax at line 3: ... [1 m Fix: Complete the truncated code structure
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 48
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# pylint: disable=line-too-long\n\n ... [1 m"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 3 - expected ']'\n \u2022 Invalid syntax at line 3: ... [1 m\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e66d5e1f08dc9a4e5c8cb49651bf2a219e4f50a8
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import pytest from selenium import webdriver from webdriver_manager.chrome import ChromeDriverManager @pytest.fixture(scope="function") def browser(): options = webdriver.ChromeOptions() options.add_argument('ignore-certificate-errors') options.add_argument("--headless") options.add_argument('--no-sandbox') options.add_argument('start-maximized') options.add_argument('disable-infobars') options.add_argument("--disable-extensions") driver = webdriver.Chrome(ChromeDriverManager().install(), options=options) yield driver driver.quit()
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 17 Unexpected indentation at line 18 ✨ Improvements: Add docstring to function 'browser'
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 1
| 0
| 581
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport pytest\nfrom selenium import webdriver\nfrom webdriver_manager.chrome import ChromeDriverManager\n\n\n@pytest.fixture(scope=\"function\")\ndef browser():\n options = webdriver.ChromeOptions()\n options.add_argument('ignore-certificate-errors')\n options.add_argument(\"--headless\")\n options.add_argument('--no-sandbox')\n options.add_argument('start-maximized')\n options.add_argument('disable-infobars')\n options.add_argument(\"--disable-extensions\")\n\n driver = webdriver.Chrome(ChromeDriverManager().install(), options=options)\n yield driver\n driver.quit()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n\n\u2728 Improvements:\n Add docstring to function 'browser'"}]
| false
| null | null | null |
e66dd75ae0bf7e3d43a0a0b5833ef2c98e86a332
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from scale.dataset import read_mtx from argparse import ArgumentParser import pandas as pd import numpy as np import os def parse_args(): parser = ArgumentParser('Preparing raw peaks from cicero pipeline') parser.add_argument('--dataset_path', help='Path to Scale dataset: count, feature, barcode folder') parser.add_argument('--label_path', help='Path to cell labels') parser.add_argument('--num_peaks_threshold', type=int, help='Num peaks to filter') parser.add_argument('--output_path', help='Path to save peaks in bed folder') parser.add_argument('--suffix', help='Suffix to path') return parser.parse_args() def main(): args = parse_args() labels = pd.read_csv(args.label_path, sep='\t', header=None) count, feature, barcode = read_mtx(args.dataset_path) os.makedirs(args.output_path, exist_ok=True) cell_types = labels[1 + 1].unique() cell_barcodes = {} for cell_type in cell_types: cell_barcodes[cell_type] = list(labels[labels[1] == cell_type].index) for cell_type, barcode in cell_barcodes.items(): cell_by_feature = np.asarray(count[barcode].sum(axis=0)).flatten() feature_threshold = cell_by_feature[np.argsort(cell_by_feature)[-args.num_peaks_threshold]] print(f'{cell_type}: {feature_threshold}') filtered_features = (cell_by_feature > 0) & (cell_by_feature >= feature_threshold) print(f'{cell_type}: filtered {np.sum(filtered_features)}') output = pd.DataFrame(feature[filtered_features]) # print(cell_type, cell_by_feature[np.argsort(cell_by_feature)[-args.num_peaks_threshold:]][:10]) output['chr'] = output[0].apply(lambda x: x.split('_')[0]) output['start'] = output[0].apply(lambda x: x.split('_')[1]) output['end'] = output[0].apply(lambda x: x.split('_')[2]) output.drop(0, axis=1).to_csv( os.path.join(args.output_path, f'{cell_type.replace(" ", "_").replace("/", "_")}_{args.suffix}.bed'), header=None, index=None, sep='\t' ) if __name__ == '__main__': main()
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Fix: Check loop bounds and array indices carefully
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 2,109
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom scale.dataset import read_mtx\n\nfrom argparse import ArgumentParser\nimport pandas as pd\nimport numpy as np\n\nimport os\n\n\ndef parse_args():\n parser = ArgumentParser('Preparing raw peaks from cicero pipeline')\n parser.add_argument('--dataset_path', help='Path to Scale dataset: count, feature, barcode folder')\n parser.add_argument('--label_path', help='Path to cell labels')\n parser.add_argument('--num_peaks_threshold', type=int, help='Num peaks to filter')\n parser.add_argument('--output_path', help='Path to save peaks in bed folder')\n parser.add_argument('--suffix', help='Suffix to path')\n return parser.parse_args()\n\n\ndef main():\n args = parse_args()\n labels = pd.read_csv(args.label_path, sep='\\t', header=None)\n count, feature, barcode = read_mtx(args.dataset_path)\n\n os.makedirs(args.output_path, exist_ok=True)\n cell_types = labels[1 + 1].unique()\n cell_barcodes = {}\n for cell_type in cell_types:\n cell_barcodes[cell_type] = list(labels[labels[1] == cell_type].index)\n\n for cell_type, barcode in cell_barcodes.items():\n cell_by_feature = np.asarray(count[barcode].sum(axis=0)).flatten()\n feature_threshold = cell_by_feature[np.argsort(cell_by_feature)[-args.num_peaks_threshold]]\n print(f'{cell_type}: {feature_threshold}')\n filtered_features = (cell_by_feature > 0) & (cell_by_feature >= feature_threshold)\n print(f'{cell_type}: filtered {np.sum(filtered_features)}')\n output = pd.DataFrame(feature[filtered_features])\n # print(cell_type, cell_by_feature[np.argsort(cell_by_feature)[-args.num_peaks_threshold:]][:10])\n output['chr'] = output[0].apply(lambda x: x.split('_')[0])\n output['start'] = output[0].apply(lambda x: x.split('_')[1])\n output['end'] = output[0].apply(lambda x: x.split('_')[2])\n output.drop(0, axis=1).to_csv(\n os.path.join(args.output_path, f'{cell_type.replace(\" \", \"_\").replace(\"/\", \"_\")}_{args.suffix}.bed'),\n header=None,\n index=None,\n sep='\\t'\n )\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
e66dd9b0c4524178c41ae4349d387915dbfbc5a0
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from neo4jclient.AbsClient import AbstractClient class CMSClient(AbstractClient): def __init__(self, password, **kwargs): super().__init__(password=password, **kwargs) def get_domain_names(self): """ Gets all domain names from database. :return: domain names in JSON-like form """ return self._run_query("MATCH(n:DomainName) RETURN n.domain_name AS domains") def get_ips_and_domain_names(self): """ Gets all domain names with corresponding IPs from database. :return: IPs and DomainNames in JSON-like form """ return self._run_query("MATCH(n:IP)-[:RESOLVES_TO]-(y:DomainName {tag: \'A/AAAA\'}) " "RETURN { IP: n.address , Domain: y.domain_name } AS entry") def create_cms_component(self, path): """ Create nodes and relationships for cms client. ------------- Antivirus_query: 1. Parse csv given in path. 2. Create node of type [:SoftwareVersion, :IP] if not already exists. 3. Create node of type [:Host], relationship of type [:ON] with parameters [start,end] if not already exists. Otherwise just update information about time on parameters [start,end]. 4. Create node of type [:Node], relationship of type [:HAS_ASSIGNED]. 5. Create relationship of type [:IS_A] between :Host and :Node if not already exists. :param path: Path to the JSON with value :return: """ path = f'file:///{path}' query = "CALL apoc.load.json($path) " \ "YIELD value " \ "UNWIND value.data AS data " \ "UNWIND data.cpe as cpe " \ "WITH data.ip as ip_ad, cpe, value.time as theTime " \ "MERGE (ipadd:IP {address: ip_ad}) " \ "MERGE (softVersion:SoftwareVersion {version: cpe, tag: \'cms_client\'}) " \ "MERGE (ipadd)<-[:HAS_ASSIGNED]-(nod:Node) " \ "MERGE (nod)-[:IS_A]->(host:Host) " \ "MERGE (softVersion)-[r:ON]->(host) " \ "ON CREATE SET r.start = datetime(theTime),r.end = datetime(theTime) " \ "ON MATCH SET r.end = datetime(theTime)" params = {'path': path} self._run_query(query, **params)
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 9 Fixes: • Add closing quote at line 9 • Add docstring to class 'CMSClient'
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 4
| 1
| 2,326
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom neo4jclient.AbsClient import AbstractClient\n\n\nclass CMSClient(AbstractClient):\n def __init__(self, password, **kwargs):\n super().__init__(password=password, **kwargs)\n\n def get_domain_names(self):\n \"\"\"\n Gets all domain names from database.\n\n :return: domain names in JSON-like form\n \"\"\"\n return self._run_query(\"MATCH(n:DomainName) RETURN n.domain_name AS domains\")\n\n def get_ips_and_domain_names(self):\n \"\"\"\n Gets all domain names with corresponding IPs from database.\n\n :return: IPs and DomainNames in JSON-like form\n \"\"\"\n return self._run_query(\"MATCH(n:IP)-[:RESOLVES_TO]-(y:DomainName {tag: \\'A/AAAA\\'}) \"\n \"RETURN { IP: n.address , Domain: y.domain_name } AS entry\")\n\n def create_cms_component(self, path):\n \"\"\"\n Create nodes and relationships for cms client.\n -------------\n Antivirus_query:\n 1. Parse csv given in path.\n 2. Create node of type [:SoftwareVersion, :IP] if not already exists.\n 3. Create node of type [:Host], relationship of type [:ON] with parameters [start,end] if not already exists.\n Otherwise just update information about time on parameters [start,end].\n 4. Create node of type [:Node], relationship of type [:HAS_ASSIGNED].\n 5. Create relationship of type [:IS_A] between :Host and :Node if not already exists.\n\n:param path: Path to the JSON with value\n :return:\n \"\"\"\n\n path = f'file:///{path}'\n\n query = \"CALL apoc.load.json($path) \" \\\n \"YIELD value \" \\\n \"UNWIND value.data AS data \" \\\n \"UNWIND data.cpe as cpe \" \\\n \"WITH data.ip as ip_ad, cpe, value.time as theTime \" \\\n \"MERGE (ipadd:IP {address: ip_ad}) \" \\\n \"MERGE (softVersion:SoftwareVersion {version: cpe, tag: \\'cms_client\\'}) \" \\\n \"MERGE (ipadd)<-[:HAS_ASSIGNED]-(nod:Node) \" \\\n \"MERGE (nod)-[:IS_A]->(host:Host) \" \\\n \"MERGE (softVersion)-[r:ON]->(host) \" \\\n \"ON CREATE SET r.start = datetime(theTime),r.end = datetime(theTime) \" \\\n \"ON MATCH SET r.end = datetime(theTime)\"\n\n params = {'path': path}\n\n self._run_query(query, **params)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 9\n\n Fixes:\n \u2022 Add closing quote at line 9\n \u2022 Add docstring to class 'CMSClient'"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
e66e53547faa705c9a68f28dba07b4048f2f1b31
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import time from datetime import date,datetime from astral import LocationInfo from astral.sun import sun class CamLocation: def __init__(self,lat,lon,info,country,timezone): self.info = LocationInfo(info, country, timezone, lat, lon) def is_night(self): s = sun(self.info.observer, date=date.today(),tzinfo=self.info.timezone) sunrise = s["sunrise"].timestamp()
|
sunset = s["sunset"].timestamp() time_now = datetime.now().timestamp() if time_now > sunrise and time_now < sunset: return False else: return True
|
advanced
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 2
| 1
| 604
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport time\nfrom datetime import date,datetime\nfrom astral import LocationInfo\nfrom astral.sun import sun\n\nclass CamLocation:\n def __init__(self,lat,lon,info,country,timezone):\n self.info = LocationInfo(info, country, timezone, lat, lon)\n\n def is_night(self):\n s = sun(self.info.observer, date=date.today(),tzinfo=self.info.timezone)\n\n sunrise = s[\"sunrise\"].timestamp()"}, {"role": "assistant", "content": "\n sunset = s[\"sunset\"].timestamp()\n\n time_now = datetime.now().timestamp()\n\n if time_now > sunrise and time_now < sunset:\n return False\n else: \n return True"}]
| false
| null | null | null |
e66ec2107d63dfd849c5ad20ff3a6280caaa39d1
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: class Skidoo(object): ''' a mapping which claims to contain all keys, each with a value of 23; item setting and deletion are no-ops; you can also call an instance with arbitrary positional args, result is 23. ''' __metaclass__ = MetaInterfaceChecker __implements__ = IMinimalMapping, ICallable def __getitem__(self, key): return 23 def __setitem__(self, key, value): pass def __delitem__(self, key): pass def __contains__(self, key): return True def __call__(self, *args): return 23 sk = Skidoo( Error: SyntaxError: unmatched brackets
|
Fixed Code: class Skidoo(object): ''' a mapping which claims to contain all keys, each with a value of 23; item setting and deletion are no-ops; you can also call an instance with arbitrary positional args, result is 23. ''' __metaclass__ = MetaInterfaceChecker __implements__ = IMinimalMapping, ICallable def __getitem__(self, key): return 23 def __setitem__(self, key, value): pass def __delitem__(self, key): pass def __contains__(self, key): return True def __call__(self, *args): return 23 sk = Skidoo() Explanation: Add missing ')' bracket at line 12
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 5
| 1
| 544
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nclass Skidoo(object):\n ''' a mapping which claims to contain all keys, each with a value\n of 23; item setting and deletion are no-ops; you can also call\n an instance with arbitrary positional args, result is 23. '''\n __metaclass__ = MetaInterfaceChecker\n __implements__ = IMinimalMapping, ICallable\n def __getitem__(self, key): return 23\n def __setitem__(self, key, value): pass\n def __delitem__(self, key): pass\n def __contains__(self, key): return True\n def __call__(self, *args): return 23\nsk = Skidoo(\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\nclass Skidoo(object):\n ''' a mapping which claims to contain all keys, each with a value\n of 23; item setting and deletion are no-ops; you can also call\n an instance with arbitrary positional args, result is 23. '''\n __metaclass__ = MetaInterfaceChecker\n __implements__ = IMinimalMapping, ICallable\n def __getitem__(self, key): return 23\n def __setitem__(self, key, value): pass\n def __delitem__(self, key): pass\n def __contains__(self, key): return True\n def __call__(self, *args): return 23\nsk = Skidoo()\n\n\n Explanation: Add missing ')' bracket at line 12"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e66eceebc9bb0cd90db3c066088340ee6f011e6e
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import importlib __all__ = ['mount_gdrive'] def mount_gdrive() -> str: """Mount Google Drive storage of the current Google account and return the root path. Functionality only available in Google Colab Enviroment; otherwise, it raises a RuntimeError. """ if (importlib.util.find_spec("google.colab") is None):
|
raise RuntimeError("Cannot mount Google Drive outside of Google Colab.") from google.colab import drive drive.mount('/content/gdrive', force_remount=True) root_dir = "/content/gdrive/My Drive/" return root_dir
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 571
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport importlib\n\n\n__all__ = ['mount_gdrive']\n\n\ndef mount_gdrive() -> str:\n \"\"\"Mount Google Drive storage of the current Google account and return the root path.\n\n Functionality only available in Google Colab Enviroment; otherwise, it raises a RuntimeError.\n \"\"\"\n if (importlib.util.find_spec(\"google.colab\") is None):"}, {"role": "assistant", "content": "\n raise RuntimeError(\"Cannot mount Google Drive outside of Google Colab.\")\n\n from google.colab import drive\n drive.mount('/content/gdrive', force_remount=True)\n root_dir = \"/content/gdrive/My Drive/\"\n \n return root_dir"}]
| false
| null | null | null |
e66fe14aa361b0d83b0ed955a7d77eeda49c3b80
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import datetime from django.utils import timezone from django.test import TestCase from django.contrib.auth.models import ( class WashUserTestCase(TestCase): def test_god(self): god, _ = WashUser.objects.get_or_create_god() self.assertTrue(god.isActivated) self.assertTrue(god.user.is_staff) self.assertTrue(god.user.is_superuser) group_names = (group.name for group in god.user.groups.all()) for expected_group in StatusRights(9).groups: self.assertIn(expected_group, group_names) class AppointmentTestCase(TestCase): exampleUserName = 'waschexample' examplePoorUserName = 'poor' exampleTime = Appointment.manager.scheduled_appointment_times()[-1] exampleTooOldTime = timezone.make_aware(datetime.datetime(1991, 12, 25)) exampleTooOldReference
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 4 - expected ')' • SyntaxError: '(' was never closed at line 4 Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 4
| 2
| 831
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport datetime\nfrom django.utils import timezone\nfrom django.test import TestCase\nfrom django.contrib.auth.models import (\nclass WashUserTestCase(TestCase):\n def test_god(self):\n god, _ = WashUser.objects.get_or_create_god()\n self.assertTrue(god.isActivated)\n self.assertTrue(god.user.is_staff)\n self.assertTrue(god.user.is_superuser)\n group_names = (group.name for group in god.user.groups.all())\n for expected_group in StatusRights(9).groups:\n self.assertIn(expected_group, group_names)\n\n\nclass AppointmentTestCase(TestCase):\n exampleUserName = 'waschexample'\n examplePoorUserName = 'poor'\n exampleTime = Appointment.manager.scheduled_appointment_times()[-1]\n exampleTooOldTime = timezone.make_aware(datetime.datetime(1991, 12, 25))\n exampleTooOldReference"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 4 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 4\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e670e0b486388fd350ec3090250f4bbe49211d07
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from typing import List from collections import Counter # class Solution: # def isMajorityElement(self, nums: List[int], target: int) -> bool: # d = Counter(nums) # return d[target] > len(nums)//2 # class Solution: # def isMajorityElement(self, nums: List[int], target: int) -> bool: # ans = 0 # for num in nums: # if num == target: # ans += 1 # return ans > len(target)//2 class Solution: def isMajorityElement(self, nums: List[int], target: int) -> bool: if not nums: return False if len(nums) == 1: # Complete this line p, q = 0, len(nums)-1 while p < q: if nums[p] > target: return False elif nums[p] < target: p += 1 if nums[q] < target: return False elif nums[q] > target: q -= 1 if nums[p] == nums[q] == target: return q - p + 1 > len(nums)//2
|
The missing line is: return nums[0] == target
|
advanced
|
oop
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 1,040
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom typing import List\nfrom collections import Counter\n\n# class Solution:\n# def isMajorityElement(self, nums: List[int], target: int) -> bool:\n# d = Counter(nums)\n# return d[target] > len(nums)//2\n\n# class Solution:\n# def isMajorityElement(self, nums: List[int], target: int) -> bool:\n# ans = 0\n# for num in nums:\n# if num == target:\n# ans += 1\n# return ans > len(target)//2\n\n\nclass Solution:\n def isMajorityElement(self, nums: List[int], target: int) -> bool:\n if not nums:\n return False\n if len(nums) == 1:\n # Complete this line\n p, q = 0, len(nums)-1\n while p < q:\n if nums[p] > target:\n return False\n elif nums[p] < target:\n p += 1\n if nums[q] < target:\n return False\n elif nums[q] > target:\n q -= 1\n if nums[p] == nums[q] == target:\n return q - p + 1 > len(nums)//2"}, {"role": "assistant", "content": "The missing line is:\n return nums[0] == target"}]
| false
| null | null | null |
e671c98e986dfbf41b15884e3c4cc078b893ecb2
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ Advent of Code 2021 - Day 17 https://adventofcode.com/2021/day/17 """ import re from math import ceil, sqrt from typing import List, Tuple DAY = 17 FULL_INPUT_FILE = f'../inputs/day{DAY:02d}/input.full.txt' TEST_INPUT_FILE = f'../inputs/day{DAY:02d}/input.test.txt' def load_data(infile_path: str) -> Tuple[int, int, int, int]: regex = r'target area: x=(-?\d*)\.\.(-?\d*), y=(-?\d*)\.\.(-?\d*)' with open(infile_path, 'r', encoding='ascii') as infile: x1, x2, y1, y2 = [int(i) for i in re.match(regex, infile.readline()).groups()] return x1, x2, y1, y2 def maximum_altitude(y: int) -> int: return int(y * -1 * (y * -1 - 1) / 2) def shot_good(x_velocity: int, y_velocity: int, x1: int, x2: int, y1: int, y2: int) -> bool: x_position = y_position = 0 while x_position <= x2 and y_position >= y1: if x_position >= x1 and y_position <= y2: return True x_position += x_velocity y_position += y_velocity x_velocity -= 1 if x_velocity > 0 else -1 if x_velocity < 0 else 0 y_velocity -= 1 return False def count_good_shots(x1: int, x2: int, y1: int, y2: int) -> int: x_min = ceil(sqrt(x1 * 8 + 1) / 2 - 1 / 2) x_max = round(x2 / 2) + 1 y_min = y1 y_max = y1 * -1 arcing_good_shots = [] for x in range(x_min, x_max): for y in range(y_min, y_max): if shot_good(x, y, x1, x2, y1, y2): arcing_good_shots.append((x, y)) direct_shot_count = (x2 + 1 - x1) * (y2 + 1 - y1) return len(arcing_good_shots) + direct_shot_count def part_1(infile_path: str) -> int: target_area = load_data(infile_path) return maximum_altitude(target_area[2]) def part_2(infile_path: str) -> int: target_area = load_data(infile_path) return count_good_shots(*target_area) if __name__ == '__main__': part1_answer = part_1(FULL_INPUT_FILE) print(f'Part 1: {part1_answer}') part2_answer = part_2(FULL_INPUT_FILE) print(f'Part 2: {part2_answer}')
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Code Review: ❌ Critical issues: Unterminated string literal at line 1 ⚠️ Code quality: Unexpected indentation at line 18 Unexpected indentation at line 20 Unexpected indentation at line 29 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 55 Unexpected indentation at line 60 Unexpected indentation at line 65 Unexpected indentation at line 68 Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation ✨ Improvements: Add closing quote at line 1 Add docstring to function 'count_good_shots' Remove debug print() at line 65 before production Remove debug print() at line 68 before production
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advanced
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testing
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code_review
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Pythoncode:Python
| 6
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\nAdvent of Code 2021 - Day 17\nhttps://adventofcode.com/2021/day/17\n\"\"\"\nimport re\n\nfrom math import ceil, sqrt\nfrom typing import List, Tuple\n\nDAY = 17\n\nFULL_INPUT_FILE = f'../inputs/day{DAY:02d}/input.full.txt'\nTEST_INPUT_FILE = f'../inputs/day{DAY:02d}/input.test.txt'\n\n\ndef load_data(infile_path: str) -> Tuple[int, int, int, int]:\n regex = r'target area: x=(-?\\d*)\\.\\.(-?\\d*), y=(-?\\d*)\\.\\.(-?\\d*)'\n with open(infile_path, 'r', encoding='ascii') as infile:\n x1, x2, y1, y2 = [int(i) for i in re.match(regex, infile.readline()).groups()]\n return x1, x2, y1, y2\n\n\ndef maximum_altitude(y: int) -> int:\n return int(y * -1 * (y * -1 - 1) / 2)\n\n\ndef shot_good(x_velocity: int, y_velocity: int, x1: int, x2: int, y1: int, y2: int) -> bool:\n x_position = y_position = 0\n while x_position <= x2 and y_position >= y1:\n if x_position >= x1 and y_position <= y2:\n return True\n x_position += x_velocity\n y_position += y_velocity\n x_velocity -= 1 if x_velocity > 0 else -1 if x_velocity < 0 else 0\n y_velocity -= 1\n return False\n\n\ndef count_good_shots(x1: int, x2: int, y1: int, y2: int) -> int:\n x_min = ceil(sqrt(x1 * 8 + 1) / 2 - 1 / 2)\n x_max = round(x2 / 2) + 1\n y_min = y1\n y_max = y1 * -1\n arcing_good_shots = []\n for x in range(x_min, x_max):\n for y in range(y_min, y_max):\n if shot_good(x, y, x1, x2, y1, y2):\n arcing_good_shots.append((x, y))\n direct_shot_count = (x2 + 1 - x1) * (y2 + 1 - y1)\n return len(arcing_good_shots) + direct_shot_count\n\n\ndef part_1(infile_path: str) -> int:\n target_area = load_data(infile_path)\n return maximum_altitude(target_area[2])\n\n\ndef part_2(infile_path: str) -> int:\n target_area = load_data(infile_path)\n return count_good_shots(*target_area)\n\n\nif __name__ == '__main__':\n part1_answer = part_1(FULL_INPUT_FILE)\n print(f'Part 1: {part1_answer}')\n\n part2_answer = part_2(FULL_INPUT_FILE)\n print(f'Part 2: {part2_answer}')"}, {"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 18\n Unexpected indentation at line 20\n Unexpected indentation at line 29\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 55\n Unexpected indentation at line 60\n Unexpected indentation at line 65\n Unexpected indentation at line 68\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation\n\n\u2728 Improvements:\n Add closing quote at line 1\n Add docstring to function 'count_good_shots'\n Remove debug print() at line 65 before production\n Remove debug print() at line 68 before production"}]
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e672d8fb22849a3e49b4cf1505ef89fb8d62430d
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: from typing import List from typing import Optional from typing import Tuple from typing import Union class Root: def __init__(self): self.children = set() def notify(self, ground: 'Literal'): for child in self.children: child.notify(ground, {}, self) class Alfa: def __init__(self, pattern: 'Literal', parent: Root): self.parent = parent self.pattern = pattern self.name = repr(pattern) self.memory = [] self.children = set() parent.children.add(self) def notify(self, ground: 'Literal', subs: 'Substitutions', parent: Root): subs = self.pattern.unifies(ground) if subs is not None: payload = ([ground], subs) if payload not in self.memory: self.memory.append(payload) for child in self.children: child.notify([ground], subs, self) class Beta: def __init__(self, parent_1: Union[Alfa, 'Beta'], parent_2: Alfa): self.parent_1 = parent_1 self.parent_2 = parent_2 self.name = '%s, %s' % (parent_1.name, parent_2.name) self.memory = [] self.children = set() parent_1.children.add(self) parent_2.children.add(self) def notify(self, ground: List['Literal'], subs: 'Substitutions', parent: Union[Alfa, 'Beta']): if parent is self.parent_1: for ground_2, subs_2 in self.parent_2.memory: self._notify(ground, subs, ground_2, subs_2) elif parent is self.parent_2: for ground_1, subs_1 in self.parent_1.memory: self._notify(ground_1, subs_1, ground, subs) @staticmethod def _unifies(subs_1: 'Substitutions', subs_2: 'Substitutions') -> Optional['Substitutions']: for var in set(subs_1).intersection(subs_2): if subs_1[var] != subs_2[var]: return None return {**subs_1, **subs_2} def _notify(self, ground_1: List['Literal'], subs_1: 'Substitutions', ground_2: List['Literal'], subs_2: 'Substitutions'): subs = self._unifies(subs_1, subs_2) if subs is not None: ground = [*ground_1, *ground_2] payload = (ground, subs) if payload not in self.memory: self.memory.append(payload) for child in self.children: child.notify(ground, subs, self) class Leaf: def __init__(self, rule: 'Rule', parent: Union[Alfa, Beta], root: Root, agenda: List): self.parent = parent self.rule = rule self.name = repr(rule) self.memory = [] self.root = root self.agenda = agenda parent.children.add(self) ... [2 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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oop
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refactoring
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Pythoncode:Python
| 9
| 4
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom typing import List\nfrom typing import Optional\nfrom typing import Tuple\nfrom typing import Union\n\nclass Root:\n def __init__(self):\n self.children = set()\n\n def notify(self, ground: 'Literal'):\n for child in self.children:\n child.notify(ground, {}, self)\n\n\nclass Alfa:\n def __init__(self, pattern: 'Literal', parent: Root):\n self.parent = parent\n self.pattern = pattern\n self.name = repr(pattern)\n self.memory = []\n self.children = set()\n parent.children.add(self)\n\n def notify(self, ground: 'Literal', subs: 'Substitutions', parent: Root):\n subs = self.pattern.unifies(ground)\n if subs is not None:\n payload = ([ground], subs)\n if payload not in self.memory:\n self.memory.append(payload)\n for child in self.children:\n child.notify([ground], subs, self)\n\n\nclass Beta:\n def __init__(self, parent_1: Union[Alfa, 'Beta'], parent_2: Alfa):\n self.parent_1 = parent_1\n self.parent_2 = parent_2\n self.name = '%s, %s' % (parent_1.name, parent_2.name)\n self.memory = []\n self.children = set()\n parent_1.children.add(self)\n parent_2.children.add(self)\n\n def notify(self, ground: List['Literal'], subs: 'Substitutions', parent: Union[Alfa, 'Beta']):\n if parent is self.parent_1:\n for ground_2, subs_2 in self.parent_2.memory:\n self._notify(ground, subs, ground_2, subs_2)\n elif parent is self.parent_2:\n for ground_1, subs_1 in self.parent_1.memory:\n self._notify(ground_1, subs_1, ground, subs)\n\n @staticmethod\n def _unifies(subs_1: 'Substitutions', subs_2: 'Substitutions') -> Optional['Substitutions']:\n for var in set(subs_1).intersection(subs_2):\n if subs_1[var] != subs_2[var]:\n return None\n\n return {**subs_1, **subs_2}\n\n def _notify(self, ground_1: List['Literal'], subs_1: 'Substitutions', ground_2: List['Literal'],\n subs_2: 'Substitutions'):\n subs = self._unifies(subs_1, subs_2)\n if subs is not None:\n ground = [*ground_1, *ground_2]\n payload = (ground, subs)\n if payload not in self.memory:\n self.memory.append(payload)\n for child in self.children:\n child.notify(ground, subs, self)\n\n\nclass Leaf:\n def __init__(self, rule: 'Rule', parent: Union[Alfa, Beta], root: Root, agenda: List):\n self.parent = parent\n self.rule = rule\n self.name = repr(rule)\n self.memory = []\n\n self.root = root\n self.agenda = agenda\n parent.children.add(self)\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
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e67406a638efa86479227542aee6a924595e4826
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: import HandRankings as Hand from deuces.deuces import Card, Evaluator class GameData: def __init__(self, name, opponent_name, stack_size, bb): # match stats self.name = name self.opponent_name = opponent_name self.starting_stack_size = int(stack_size) self.num_hands = 0 self.num_wins = 0 self.num_flop = 0 self.big_blind = int(bb) # self pre-flop stats self.pfr = 0 self.vpip = 0 self.three_bet = 0 self.fold_big_bet = 0 # opponent pre-flop stats self.opponent_pfr = 0 self.opponent_vpip = 0 self.opponent_three_bet = 0 self.opponent_fold_pfr = 0 self.opponent_fold_three_bet = 0 # self post-flop stats self.aggression_factor = False self.showdown = 0 self.c_bet = 0 self.showdown_win = 0 self.double_barrel = 0 self.discarded_card = None # opponent post-flop stats self.opponent_c_bet = 0 self.opponent_fold_c_bet = 0 self.opponent_double_barrel = 0 # current hand stats self.button = True self.current_pot_size = 0 self.current_hand = [] self.current_hand_strength = 0.0 self.hand_class = '' self.hand_score = 0 self.current_game_state = '' self.board_cards = [] self.last_actions = [] self.current_legal_actions = [] self.has_called = False self.opponent_has_called = False self.has_two_bet = False self.opponent_has_two_bet = False self.has_three_bet = False self.opponent_has_three_bet = False self.has_four_bet = False self.opponent_has_four_bet = False self.street_dict = {'0': 0, '3': 0, '4': 0, '5': 0} self.discard = False self.has_five_bet = False self.has_bet_aggressively = False self.time_bank = 0.0 self.opc = 0 def new_hand(self, data_list): self.num_hands += 1 self.button = data_list[2] if "true" in self.button: self.button = True else: self.button = False self.current_hand = [data_list[3], data_list[4]] self.current_hand_strength = Hand.hand_win_odds(self.current_hand) self.current_game_state = 'PREFLOP' self.board_cards = [] self.last_actions = [] self.current_legal_actions = [] self.street_dict = {'0': 0, '3': 0, '4': 0, '5': 0} self.has_two_bet = False self.opponent_has_two_bet = False self.has_three_bet = False self.opponent_has_three_bet = False self.has_four_bet = False self.opponent_has_four_bet = False self.has_bet_aggressively = False self.aggression_factor = False self.discarded_card = None ... [3 more functiondefs truncated] ...
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Functions: __init__, new_hand Classes: GameData This code demonstrates Pythoncode:Python programming.
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advanced
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ui
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code_explanation
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Pythoncode:Python
| 2
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport HandRankings as Hand\nfrom deuces.deuces import Card, Evaluator\n\n\nclass GameData:\n def __init__(self, name, opponent_name, stack_size, bb):\n # match stats\n self.name = name\n self.opponent_name = opponent_name\n self.starting_stack_size = int(stack_size)\n self.num_hands = 0\n self.num_wins = 0\n self.num_flop = 0\n self.big_blind = int(bb)\n # self pre-flop stats\n self.pfr = 0\n self.vpip = 0\n self.three_bet = 0\n self.fold_big_bet = 0\n # opponent pre-flop stats\n self.opponent_pfr = 0\n self.opponent_vpip = 0\n self.opponent_three_bet = 0\n self.opponent_fold_pfr = 0\n self.opponent_fold_three_bet = 0\n # self post-flop stats\n self.aggression_factor = False\n self.showdown = 0\n self.c_bet = 0\n self.showdown_win = 0\n self.double_barrel = 0\n self.discarded_card = None\n # opponent post-flop stats\n self.opponent_c_bet = 0\n self.opponent_fold_c_bet = 0\n self.opponent_double_barrel = 0\n # current hand stats\n self.button = True\n self.current_pot_size = 0\n self.current_hand = []\n self.current_hand_strength = 0.0\n self.hand_class = ''\n self.hand_score = 0\n self.current_game_state = ''\n self.board_cards = []\n self.last_actions = []\n self.current_legal_actions = []\n self.has_called = False\n self.opponent_has_called = False\n self.has_two_bet = False\n self.opponent_has_two_bet = False\n self.has_three_bet = False\n self.opponent_has_three_bet = False\n self.has_four_bet = False\n self.opponent_has_four_bet = False\n self.street_dict = {'0': 0, '3': 0, '4': 0, '5': 0}\n self.discard = False\n self.has_five_bet = False\n self.has_bet_aggressively = False\n self.time_bank = 0.0\n self.opc = 0\n\n def new_hand(self, data_list):\n self.num_hands += 1\n self.button = data_list[2]\n if \"true\" in self.button:\n self.button = True\n else:\n self.button = False\n self.current_hand = [data_list[3], data_list[4]]\n self.current_hand_strength = Hand.hand_win_odds(self.current_hand)\n self.current_game_state = 'PREFLOP'\n self.board_cards = []\n self.last_actions = []\n self.current_legal_actions = []\n self.street_dict = {'0': 0, '3': 0, '4': 0, '5': 0}\n self.has_two_bet = False\n self.opponent_has_two_bet = False\n self.has_three_bet = False\n self.opponent_has_three_bet = False\n self.has_four_bet = False\n self.opponent_has_four_bet = False\n self.has_bet_aggressively = False\n self.aggression_factor = False\n self.discarded_card = None\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, new_hand\n Classes: GameData\n This code demonstrates Pythoncode:Python programming."}]
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e6751ce031099f22bcc8f169d0324a7aff0147ed
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: from django.db import models from django.contrib.auth.models import User from django.utils import timezone class Todo(models.Model): time_add = models.DateTimeField(auto_now_add=True) title = models.CharField(max_length=64) detail = models.TextField(blank=True) deadline = models.DateTimeField(blank=True) user = models.ForeignKey(User, on_delete=models.CASCADE) done = models.BooleanField(default=False) def __str__(self): return self.title def seconds_left(self): return (self.deadline - timezone.now()).total_seconds() def state(self): if self.done: return 'Done' elif self.seconds_left() > 0: return 'Todo' else: return 'Exceeded' class Meta: ordering = ['deadline']
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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machine_learning
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refactoring
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Pythoncode:Python
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom django.db import models\nfrom django.contrib.auth.models import User\nfrom django.utils import timezone\n\n\nclass Todo(models.Model):\n time_add = models.DateTimeField(auto_now_add=True)\n title = models.CharField(max_length=64)\n detail = models.TextField(blank=True)\n deadline = models.DateTimeField(blank=True)\n user = models.ForeignKey(User, on_delete=models.CASCADE)\n done = models.BooleanField(default=False)\n\n def __str__(self):\n return self.title\n\n def seconds_left(self):\n return (self.deadline - timezone.now()).total_seconds()\n\n def state(self):\n if self.done:\n return 'Done'\n elif self.seconds_left() > 0:\n return 'Todo'\n else:\n return 'Exceeded'\n\n class Meta:\n ordering = ['deadline']"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
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e675854ddbd73f687dc3955ba80c468d17bec3c4
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import os from trame import change, update_state from trame.layouts import SinglePageWithDrawer from trame.html import vtk, vuetify, widgets from vtkmodules.vtkCommonDataModel import vtkDataObject from vtkmodules.vtkFiltersCore import vtkContourFilter from vtkmodules.vtkIOXML import vtkXMLUnstructuredGridReader from vtkmodules.vtkRenderingAnnotation import vtkCubeAxesActor from vtkmodules.vtkRenderingCore import ( class Representation: Points = 0 Wireframe = 1 Surface = 2 SurfaceWithEdges = 3 ... [24 more classdefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unclosed '(' at line 11 - expected ')' SyntaxError: '(' was never closed at line 11 ⚠️ Warnings: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 💡 Suggestions: Complete the expression on the last line Add closing ')' bracket Review code syntax
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advanced
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ui
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debugging
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Pythoncode:Python
| 0
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| 563
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\n\nfrom trame import change, update_state\nfrom trame.layouts import SinglePageWithDrawer\nfrom trame.html import vtk, vuetify, widgets\n\nfrom vtkmodules.vtkCommonDataModel import vtkDataObject\nfrom vtkmodules.vtkFiltersCore import vtkContourFilter\nfrom vtkmodules.vtkIOXML import vtkXMLUnstructuredGridReader\nfrom vtkmodules.vtkRenderingAnnotation import vtkCubeAxesActor\nfrom vtkmodules.vtkRenderingCore import (\nclass Representation:\n Points = 0\n Wireframe = 1\n Surface = 2\n SurfaceWithEdges = 3\n\n\n\n ... [24 more classdefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unclosed '(' at line 11 - expected ')'\n SyntaxError: '(' was never closed at line 11\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing ')' bracket\n Review code syntax"}]
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e675c9e19056933d226c148a0c8e55351caf07f1
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # Copyright 1996-2021 Soft_illusion. # # 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 rclpy from rclpy.node import Node from std_msgs.msg import Float64 from geometry_msgs.msg import Twist class LineFollower(Node): def __init__(self): super().__init__('linefollower_cmdvel') # Subscribe Infra Red sensors self.subs_right_ir = self.create_subscription( Float64, 'right_IR', self.right_infrared_callback, 1) self.subs_left_ir = self.create_subscription( Float64, 'left_IR', self.left_infrared_callback, 1) self.subs_mid_ir = self.create_subscription( Float64, 'mid_IR', self.mid_infrared_callback, 1) # Publish cmd vel self.pubs_cmdvel = self.create_publisher(Twist, 'cmd_vel', 1) # vehicle parameters self.speed = 0.2 self.angle_correction = 0.01 # Initialize parameters self.ground_right, self.ground_mid, self.ground_left = 0, 0, 0 self.delta = 0 self.cmd = Twist() self.stop = False self.count = 0 self.count_threshold = 10 def lineFollowingModule(self): # Constant velocity self.cmd.linear.x = self.speed # Correction parameters self.delta = self.ground_right - self.ground_left self.cmd.angular.z = self.angle_correction*self.delta # Logic for stop if black line not seen . if self.ground_right > 500 and self.ground_left > 500 and self.ground_mid > 500: self.count += 1 else: self.count = 0 if self.count > self.count_threshold: self.stop = True if self.stop: self.cmd.linear.x = 0.0 self.cmd.angular.z = 0.0 # Publish cmd vel self.pubs_cmdvel.publish(self.cmd) self.stop = False # Call backs to update sensor reading variables def right_infrared_callback(self, msg): self.ground_right = msg.data self.lineFollowingModule() def left_infrared_callback(self, msg): self.ground_left = msg.data def mid_infrared_callback(self, msg): self.ground_mid = msg.data def main(args=None): rclpy.init(args=args) ls = LineFollower() rclpy.spin(ls) ls.destroy_node() rclpy.shutdown() if __name__ == '__main__': main()
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Code analysis results: 🔴 Errors found: Block at line 83 has no indented body ⚠️ Warnings: Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 💡 Suggestions: Add docstring to class 'LineFollower' Add docstring to function 'main' Add docstring to function '__init__'
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api
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debugging
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Pythoncode:Python
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| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright 1996-2021 Soft_illusion.\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 rclpy\nfrom rclpy.node import Node\nfrom std_msgs.msg import Float64\nfrom geometry_msgs.msg import Twist\n\n\nclass LineFollower(Node):\n def __init__(self):\n super().__init__('linefollower_cmdvel')\n # Subscribe Infra Red sensors\n self.subs_right_ir = self.create_subscription(\n Float64, 'right_IR', self.right_infrared_callback, 1)\n self.subs_left_ir = self.create_subscription(\n Float64, 'left_IR', self.left_infrared_callback, 1)\n self.subs_mid_ir = self.create_subscription(\n Float64, 'mid_IR', self.mid_infrared_callback, 1)\n # Publish cmd vel\n self.pubs_cmdvel = self.create_publisher(Twist, 'cmd_vel', 1)\n\n # vehicle parameters\n self.speed = 0.2\n self.angle_correction = 0.01\n\n # Initialize parameters\n self.ground_right, self.ground_mid, self.ground_left = 0, 0, 0\n self.delta = 0\n self.cmd = Twist()\n self.stop = False\n self.count = 0\n self.count_threshold = 10\n\n def lineFollowingModule(self):\n # Constant velocity\n self.cmd.linear.x = self.speed\n\n # Correction parameters\n self.delta = self.ground_right - self.ground_left\n self.cmd.angular.z = self.angle_correction*self.delta\n\n # Logic for stop if black line not seen .\n if self.ground_right > 500 and self.ground_left > 500 and self.ground_mid > 500:\n self.count += 1\n else:\n self.count = 0\n\n if self.count > self.count_threshold:\n self.stop = True\n\n if self.stop:\n self.cmd.linear.x = 0.0\n self.cmd.angular.z = 0.0\n\n # Publish cmd vel\n self.pubs_cmdvel.publish(self.cmd)\n self.stop = False\n\n # Call backs to update sensor reading variables\n def right_infrared_callback(self, msg):\n self.ground_right = msg.data\n self.lineFollowingModule()\n\n def left_infrared_callback(self, msg):\n self.ground_left = msg.data\n\n def mid_infrared_callback(self, msg):\n self.ground_mid = msg.data\n\n\ndef main(args=None):\n\n rclpy.init(args=args)\n\n ls = LineFollower()\n rclpy.spin(ls)\n\n ls.destroy_node()\n rclpy.shutdown()\n\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 83 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'LineFollower'\n Add docstring to function 'main'\n Add docstring to function '__init__'"}]
| false
| null | null | null |
e6773e141755afe2a0e2167251aa0bc85bd1863f
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import mysql.connector from mysql.connector import errorcode config = { 'user': 'user', 'password': 'password', 'host': 'mysql_container', 'database': 'sample_db', 'port': '3306', } if __name__ == "__main__": try: conn = mysql.connector.connect(**config) cursor = conn.cursor() cursor.execute('select * from users') # Complete this line print("name:" + str(row[0]) + "" + "time_zone_id" + str(row[1])) conn.close() except mysql.connector.Error as err: if err.errno == errorcode.ER_ACCESS_DENIED_ERROR: print("Something is wrong with your user name or password") elif err.errno == errorcode.ER_BAD_DB_ERROR: print("Database does not exist") else: print(err) else: conn.close()
|
The missing line is: for row in cursor.fetchall():
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intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 839
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport mysql.connector\nfrom mysql.connector import errorcode\n\nconfig = {\n 'user': 'user',\n 'password': 'password',\n 'host': 'mysql_container',\n 'database': 'sample_db',\n 'port': '3306',\n}\n\nif __name__ == \"__main__\":\n try:\n conn = mysql.connector.connect(**config)\n cursor = conn.cursor()\n cursor.execute('select * from users')\n # Complete this line\n print(\"name:\" + str(row[0]) + \"\" + \"time_zone_id\" + str(row[1]))\n conn.close()\n except mysql.connector.Error as err:\n if err.errno == errorcode.ER_ACCESS_DENIED_ERROR:\n print(\"Something is wrong with your user name or password\")\n elif err.errno == errorcode.ER_BAD_DB_ERROR:\n print(\"Database does not exist\")\n else:\n print(err)\n else:\n conn.close()"}, {"role": "assistant", "content": "The missing line is:\n for row in cursor.fetchall():"}]
| false
| null | null | null |
e6774fb2431795bf70a9da58c9b195ced57c3c9e
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # criar um programa que pergunte as dimensões de uma parede, calcule sua área e informe quantos litros de tinta # seriam necessários para a pintura, após perguntar o rendimento da tinta informado na lata print('=' * 40) print('{:^40}'.format('Assistente de pintura')) print('=' * 40) altura = float(input('Informe a altura da parede em metros: ')) largura = float(input('Informe a largura da parede em metros: ')) area = altura * largura print('\nA área total da parede é de {:.2f}m²'.format(area)) litros = float(input('\nQuantos litros contém a lata de tinta escolhida? ')) rendlata = float(input('Qual o rendimento em metros informado na lata? ')) rendlitro = rendlata / litros print('\nSe a lata possui {:.2f}L e rende {:.2f}m²'.format(litros, rendlata)) print('então o rendimento por litro é de {:.2f}m²'.format(rendlitro)) print('\nSerão necessário {:.2f}L para pintar toda a parede'.format(area / rendlitro))
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 920
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# criar um programa que pergunte as dimens\u00f5es de uma parede, calcule sua \u00e1rea e informe quantos litros de tinta\n# seriam necess\u00e1rios para a pintura, ap\u00f3s perguntar o rendimento da tinta informado na lata\n\nprint('=' * 40)\nprint('{:^40}'.format('Assistente de pintura'))\nprint('=' * 40)\n\naltura = float(input('Informe a altura da parede em metros: '))\nlargura = float(input('Informe a largura da parede em metros: '))\narea = altura * largura\n\nprint('\\nA \u00e1rea total da parede \u00e9 de {:.2f}m\u00b2'.format(area))\n\nlitros = float(input('\\nQuantos litros cont\u00e9m a lata de tinta escolhida? '))\nrendlata = float(input('Qual o rendimento em metros informado na lata? '))\nrendlitro = rendlata / litros\n\nprint('\\nSe a lata possui {:.2f}L e rende {:.2f}m\u00b2'.format(litros, rendlata))\nprint('ent\u00e3o o rendimento por litro \u00e9 de {:.2f}m\u00b2'.format(rendlitro))\nprint('\\nSer\u00e3o necess\u00e1rio {:.2f}L para pintar toda a parede'.format(area / rendlitro))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e677b427e6603c8fe21acf94f00727cd3ed74b7a
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from random import sample from time import sleep jogos = list() print('-' * 20) print(f'{"MEGA SENA":^20}') print('-' * 20) while True: n = int(input("\nQuatos jogos você quer que eu sorteie? ")) if (n > 0): break print('\n[ERRO] Valor fora do intervalo') print() print('-=' * 3, end=' ') print(f'SORTEANDO {n} JOGOS', end=' ') print('-=' * 3) for i in range(n): jogos.append(sample(range(1,61), 6)) sleep(0.6) print(f'Jogo {i+1}: {jogos[i]}') print('-=' * 5, end=' ') print('< BOA SORTE >', end=' ') print('-=' * 3, end='\n\n')
|
Syntax Analysis: Fixes: • Remove debug print() at line 6 before production • Remove debug print() at line 7 before production • Remove debug print() at line 8 before production
|
intermediate
|
general
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 591
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom random import sample\nfrom time import sleep\n\njogos = list()\n\nprint('-' * 20)\nprint(f'{\"MEGA SENA\":^20}')\nprint('-' * 20)\n\nwhile True:\n \n n = int(input(\"\\nQuatos jogos voc\u00ea quer que eu sorteie? \"))\n \n if (n > 0):\n break\n \n print('\\n[ERRO] Valor fora do intervalo')\n\nprint()\nprint('-=' * 3, end=' ')\nprint(f'SORTEANDO {n} JOGOS', end=' ')\nprint('-=' * 3)\n\nfor i in range(n):\n \n jogos.append(sample(range(1,61), 6))\n \n sleep(0.6)\n print(f'Jogo {i+1}: {jogos[i]}')\n\nprint('-=' * 5, end=' ')\nprint('< BOA SORTE >', end=' ')\nprint('-=' * 3, end='\\n\\n')"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Remove debug print() at line 6 before production\n \u2022 Remove debug print() at line 7 before production\n \u2022 Remove debug print() at line 8 before production"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
e677b75c2a6dcc29dc727e2cdc804229c99df35d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from importlib import import_module from unittest import TestCase as UnitTestCase from django.contrib.auth.models import Group from django.core.management import BaseCommand from django.conf import settings from django.test import TestCase from django.views.generic import TemplateView class MockRegex: def __init__(self): self.pattern = '^fake-regex-pattern/$' class MockRegexResolver: def __init__(self): self.pattern = '^fake-resolver/' class MockRegexResolverNested: def __init__(self): self.pattern = '^fake-nested-resolver/' class MockPattern: def __init__(self): self.regex = MockRegex() self.callback = 'fake-callback' self.name = 'fake-view-name' class MockResolver: def __init__(self): self.url_patterns = [MockPattern()] self.regex = MockRegexResolver() self.app_name = 'fake-app-name' self.namespace = 'fake-namespace' class MockResolverNested: def __init__(self): self.url_patterns = [MockResolver()] self.regex = MockRegexResolverNested() self.app_name = 'fake-app-name' self.namespace = 'nested-namespace' class MockPatternDjango2: def __init__(self): self.pattern = '^fake-pattern/' self.callback = 'fake-callback' self.name = 'fake-view-name' class MockPatternDjango2None: def __init__(self): self.pattern = '^fake-pattern/' self.callback = 'fake-callback' self.name = 'fake-view-none' class MockResolverDjango2: def __init__(self): self.pattern = '^fake-resolver/' self.url_patterns = [MockPatternDjango2()] self.app_name = 'fake-app-name' self.namespace = 'fake-namespace'
|
Syntax Analysis: Fixes: • Add docstring to class 'MockRegex' • Add docstring to class 'MockRegexResolver' • Add docstring to class 'MockRegexResolverNested'
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 15
| 13
| 1,736
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom importlib import import_module\nfrom unittest import TestCase as UnitTestCase\n\nfrom django.contrib.auth.models import Group\nfrom django.core.management import BaseCommand\nfrom django.conf import settings\nfrom django.test import TestCase\nfrom django.views.generic import TemplateView\nclass MockRegex:\n def __init__(self):\n self.pattern = '^fake-regex-pattern/$'\n\n\nclass MockRegexResolver:\n def __init__(self):\n self.pattern = '^fake-resolver/'\n\n\nclass MockRegexResolverNested:\n def __init__(self):\n self.pattern = '^fake-nested-resolver/'\n\n\nclass MockPattern:\n def __init__(self):\n self.regex = MockRegex()\n self.callback = 'fake-callback'\n self.name = 'fake-view-name'\n\n\nclass MockResolver:\n def __init__(self):\n self.url_patterns = [MockPattern()]\n self.regex = MockRegexResolver()\n self.app_name = 'fake-app-name'\n self.namespace = 'fake-namespace'\n\n\nclass MockResolverNested:\n def __init__(self):\n self.url_patterns = [MockResolver()]\n self.regex = MockRegexResolverNested()\n self.app_name = 'fake-app-name'\n self.namespace = 'nested-namespace'\n\n\nclass MockPatternDjango2:\n def __init__(self):\n self.pattern = '^fake-pattern/'\n self.callback = 'fake-callback'\n self.name = 'fake-view-name'\n\n\nclass MockPatternDjango2None:\n def __init__(self):\n self.pattern = '^fake-pattern/'\n self.callback = 'fake-callback'\n self.name = 'fake-view-none'\n\n\nclass MockResolverDjango2:\n def __init__(self):\n self.pattern = '^fake-resolver/'\n self.url_patterns = [MockPatternDjango2()]\n self.app_name = 'fake-app-name'\n self.namespace = 'fake-namespace'"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to class 'MockRegex'\n \u2022 Add docstring to class 'MockRegexResolver'\n \u2022 Add docstring to class 'MockRegexResolverNested'"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
e6783e2d5b99dd220ab72c9c82dce296b3c378e7
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class Refresh: dummy_file = normpath(join(sublime.packages_path(), 'FavoriteFiles', 'refresh.txt')) on = False class CleanOrphanedFavoritesCommand(sublime_plugin.WindowCommand): def run(self): # Clean out all dead links if not Favs.load(clean=True, win_id=self.window.id()): Favs.load(force=True, clean=True, win_id=self.window.id()) class SelectFavoriteFileCommand(sublime_plugin.WindowCommand): def open_file(self, value, group=False): if value >= 0: active_group = self.window.active_group() if value < self.num_files or (group and value < self.num_files + 1): # Open global file, file in group, or all fiels in group names = [] if group: if value == 0: # Open all files in group names = [self.files[x][1] for x in range(0, self.num_files)] else: # Open file in group names.append(self.files[value - 1][1]) else: # Open global file names.append(self.files[value][1]) # Iterate through file list ensure they load in proper view index order count = 0 for n in names: if exists(n): view = self.window.open_file(n) if view != None:
|
if active_group >= 0: self.window.set_view_index(view, active_group, count) count += 1 else: sublime.error_message("The following file does not exist:\n%s" % n) else: # Decend into group value -= self.num_files self.files = Favs.all_files(group_name=self.groups[value][0].replace("Group: ", "", 1)) self.num_files = len(self.files) self.groups = [] self.num_groups = 0 # Show files in group if self.num_files: self.window.show_quick_panel( ["Open Group"] + self.files, lambda x: self.open_file(x, group=True) ) else: sublime.error_message("No favorites found! Try adding some.") ... [20 more functiondefs truncated] ...
|
advanced
|
database
|
code_completion
|
Pythoncode:Python
| 2
| 3
| 2,494
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass Refresh:\n dummy_file = normpath(join(sublime.packages_path(), 'FavoriteFiles', 'refresh.txt'))\n on = False\n\n\nclass CleanOrphanedFavoritesCommand(sublime_plugin.WindowCommand):\n def run(self):\n # Clean out all dead links\n if not Favs.load(clean=True, win_id=self.window.id()):\n Favs.load(force=True, clean=True, win_id=self.window.id())\n\n\nclass SelectFavoriteFileCommand(sublime_plugin.WindowCommand):\n def open_file(self, value, group=False):\n if value >= 0:\n active_group = self.window.active_group()\n if value < self.num_files or (group and value < self.num_files + 1):\n # Open global file, file in group, or all fiels in group\n names = []\n if group:\n if value == 0:\n # Open all files in group\n names = [self.files[x][1] for x in range(0, self.num_files)]\n else:\n # Open file in group\n names.append(self.files[value - 1][1])\n else:\n # Open global file\n names.append(self.files[value][1])\n\n # Iterate through file list ensure they load in proper view index order\n count = 0\n for n in names:\n if exists(n):\n view = self.window.open_file(n)\n if view != None:"}, {"role": "assistant", "content": "\n if active_group >= 0:\n self.window.set_view_index(view, active_group, count)\n count += 1\n\n else:\n sublime.error_message(\"The following file does not exist:\\n%s\" % n)\n else:\n # Decend into group\n value -= self.num_files\n self.files = Favs.all_files(group_name=self.groups[value][0].replace(\"Group: \", \"\", 1))\n self.num_files = len(self.files)\n self.groups = []\n self.num_groups = 0\n\n # Show files in group\n if self.num_files:\n self.window.show_quick_panel(\n [\"Open Group\"] + self.files,\n lambda x: self.open_file(x, group=True)\n )\n else:\n sublime.error_message(\"No favorites found! Try adding some.\")\n\n\n ... [20 more functiondefs truncated] ..."}]
| false
| null | null | null |
e67851bbe8e0d15c96340d34374c9950c15106d4
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from polyphony import testbench def list03(x, y, z): a = [1, 2, 3] r0 = x r1 = y a[r0] = a[r1] + z return a[r0]
|
@testbench def test(): assert 4 == list03(0, 1 ,2) assert 5 == list03(2, 1 ,3) test()
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 229
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom polyphony import testbench\n\ndef list03(x, y, z):\n a = [1, 2, 3]\n\n r0 = x\n r1 = y\n a[r0] = a[r1] + z\n return a[r0]"}, {"role": "assistant", "content": "\n\n@testbench\ndef test():\n assert 4 == list03(0, 1 ,2)\n assert 5 == list03(2, 1 ,3)\ntest()"}]
| false
| null | null | null |
e678937ffa958feedad60c6818f9966146fc7fd7
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/bin/env python3 from collections import Counter from django.conf import settings from django.contrib.auth.decorators import login_required, permission_required from django.db import models as dm from django.shortcuts import get_object_or_404, render from django.views.generic.list import BaseListView from django.views.generic import TemplateView from django.utils.decorators import method_decorator from . import models, apps, sc2, mixins class BaseView(TemplateView): """ A TemplateView subclass which adds the Opts object to context. """ current_model = 'clanmember' def get_context_data(self, **kwargs): ctx = super(BaseView, self).get_context_data(**kwargs) # Get links so we can display links to admin. class Opts(object): app_label = 'sc2clanman' model_name = self.current_model ctx['opts'] = Opts() ctx['is_authorized'] = self.request.user.is_superuser or self.request.user.is_staff return ctx class AuthenticatedView(BaseView): # Complete this line BaseView subclass with the login required decorator applied. """ @method_decorator(login_required) def dispatch(self, *args, **kwargs): return super(AuthenticatedView, self).dispatch(*args, **kwargs) class ListView(BaseListView, BaseView): """ Combines BaseView with capability to show a paginated object list """ pass class MemberView(ListView): """ Show the clanmembers in a list ordered by ladder score""" template_name = 'sc2clanman/members.html' # No ordering since it's done by the front-end queryset = models.ClanMember.clanmembers.all() ... [5 more functiondefs truncated] ...
|
The missing line is: """
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 5
| 1,706
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/bin/env python3\n\nfrom collections import Counter\nfrom django.conf import settings\nfrom django.contrib.auth.decorators import login_required, permission_required\nfrom django.db import models as dm\nfrom django.shortcuts import get_object_or_404, render\nfrom django.views.generic.list import BaseListView\nfrom django.views.generic import TemplateView\nfrom django.utils.decorators import method_decorator\n\nfrom . import models, apps, sc2, mixins\n\n\nclass BaseView(TemplateView):\n \"\"\"\n A TemplateView subclass which adds the Opts object to context.\n \"\"\"\n\n current_model = 'clanmember'\n\n def get_context_data(self, **kwargs):\n ctx = super(BaseView, self).get_context_data(**kwargs)\n\n # Get links so we can display links to admin.\n class Opts(object):\n app_label = 'sc2clanman'\n model_name = self.current_model\n\n ctx['opts'] = Opts()\n ctx['is_authorized'] = self.request.user.is_superuser or self.request.user.is_staff\n\n return ctx\n\n\nclass AuthenticatedView(BaseView):\n # Complete this line\n BaseView subclass with the login required decorator applied.\n \"\"\"\n\n @method_decorator(login_required)\n def dispatch(self, *args, **kwargs):\n return super(AuthenticatedView, self).dispatch(*args, **kwargs)\n\n\nclass ListView(BaseListView, BaseView):\n \"\"\"\n Combines BaseView with capability to show a paginated object list\n \"\"\"\n pass\n\n\nclass MemberView(ListView):\n \"\"\" Show the clanmembers in a list ordered by ladder score\"\"\"\n template_name = 'sc2clanman/members.html'\n\n # No ordering since it's done by the front-end\n queryset = models.ClanMember.clanmembers.all()\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n \"\"\""}]
| false
| null | null | null |
e679989ea74254d7fd372bced3748665b5351845
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from manimlib.constants import * from manimlib.mobject.types.vectorized_mobject import VMobject from manimlib.utils.config_ops import digest_config from manimlib.utils.space_ops import get_norm class ParametricCurve(VMobject): CONFIG = { "t_range": [0, 1, 0.1], "min_samples": 10, "epsilon": 1e-8, # TODO, automatically figure out discontinuities "discontinuities": [], "smoothing": True, } def __init__(self, t_func, t_range=None, **kwargs): digest_config(self, kwargs) if t_range is not None: self.t_range[:len(t_range)] = t_range # To be backward compatible with all the scenes specifying t_min, t_max, step_size self.t_range = [ kwargs.get("t_min", self.t_range[0]), kwargs.get("t_max", self.t_range[1]), kwargs.get("step_size", self.t_range[2]), ] self.t_func = t_func VMobject.__init__(self, **kwargs) def get_point_from_function(self, t): return self.t_func(t) def init_points(self): t_min, t_max, step = self.t_range jumps = np.array(self.discontinuities) jumps = jumps[(jumps > t_min) & (jumps < t_max)] boundary_times = [t_min, t_max, *(jumps - self.epsilon), *(jumps + self.epsilon)] boundary_times.sort() for t1, t2 in zip(boundary_times[0::2], boundary_times[1::2]): t_range = [*np.arange(t1, t2, step), t2] points = np.array([s Error: SyntaxError / EOF
|
Fixed Code: from manimlib.constants import * from manimlib.mobject.types.vectorized_mobject import VMobject from manimlib.utils.config_ops import digest_config from manimlib.utils.space_ops import get_norm class ParametricCurve(VMobject): CONFIG = { "t_range": [0, 1, 0.1], "min_samples": 10, "epsilon": 1e-8, # TODO, automatically figure out discontinuities "discontinuities": [], "smoothing": True, } def __init__(self, t_func, t_range=None, **kwargs): digest_config(self, kwargs) if t_range is not None: self.t_range[:len(t_range)] = t_range Explanation: Complete the truncated code structure
|
advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 7
| 2
| 1,499
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom manimlib.constants import *\nfrom manimlib.mobject.types.vectorized_mobject import VMobject\nfrom manimlib.utils.config_ops import digest_config\nfrom manimlib.utils.space_ops import get_norm\n\n\nclass ParametricCurve(VMobject):\n CONFIG = {\n \"t_range\": [0, 1, 0.1],\n \"min_samples\": 10,\n \"epsilon\": 1e-8,\n # TODO, automatically figure out discontinuities\n \"discontinuities\": [],\n \"smoothing\": True,\n }\n\n def __init__(self, t_func, t_range=None, **kwargs):\n digest_config(self, kwargs)\n if t_range is not None:\n self.t_range[:len(t_range)] = t_range\n # To be backward compatible with all the scenes specifying t_min, t_max, step_size\n self.t_range = [\n kwargs.get(\"t_min\", self.t_range[0]),\n kwargs.get(\"t_max\", self.t_range[1]),\n kwargs.get(\"step_size\", self.t_range[2]),\n ]\n self.t_func = t_func\n VMobject.__init__(self, **kwargs)\n\n def get_point_from_function(self, t):\n return self.t_func(t)\n\n def init_points(self):\n t_min, t_max, step = self.t_range\n\n jumps = np.array(self.discontinuities)\n jumps = jumps[(jumps > t_min) & (jumps < t_max)]\n boundary_times = [t_min, t_max, *(jumps - self.epsilon), *(jumps + self.epsilon)]\n boundary_times.sort()\n for t1, t2 in zip(boundary_times[0::2], boundary_times[1::2]):\n t_range = [*np.arange(t1, t2, step), t2]\n points = np.array([s\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom manimlib.constants import *\nfrom manimlib.mobject.types.vectorized_mobject import VMobject\nfrom manimlib.utils.config_ops import digest_config\nfrom manimlib.utils.space_ops import get_norm\n\n\nclass ParametricCurve(VMobject):\n CONFIG = {\n \"t_range\": [0, 1, 0.1],\n \"min_samples\": 10,\n \"epsilon\": 1e-8,\n # TODO, automatically figure out discontinuities\n \"discontinuities\": [],\n \"smoothing\": True,\n }\n\n def __init__(self, t_func, t_range=None, **kwargs):\n digest_config(self, kwargs)\n if t_range is not None:\n self.t_range[:len(t_range)] = t_range\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e67abeee75de516885fc3f200a8feafafe7fd320
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #-*- coding: utf-8 -*- # # Copyright (c) 2012, ECSMate development team # All rights reserved. # # ECSMate is distributed under the terms of the (new) BSD License. # The full license can be found in 'LICENSE.txt'. """ECS SDK """ import time import hmac import base64 import hashlib import urllib import json import inspect from random import random class ECS(object): def __init__(self, AccessKeyID, AccessKeySecret, gateway='https://ecs.aliyuncs.com'): self.AccessKeyID = AccessKeyID self.AccessKeySecret = AccessKeySecret self.gateway = gateway @classmethod def _urlencode(self, string): return urllib.quote(string, '~') def _sign(self, params): paramstrings = [] for k, v in sorted(params.items()): paramstrings.append('%s=%s' % (ECS._urlencode(k), ECS._urlencode(v))) datastrings = [ ECS._urlencode('GET'), ECS._urlencode('/'), ECS._urlencode('&'.join(paramstrings)), ] datastring = '&'.join(datastrings) signature = hmac.new(self.AccessKeySecret+'&', datastring, hashlib.sha1).digest() return base64.b64encode(signature) def _http_get(self, params): url = self.gateway + '/?'
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 9 Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 8
| 1
| 1,321
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#-*- coding: utf-8 -*-\r\n#\r\n# Copyright (c) 2012, ECSMate development team\r\n# All rights reserved.\r\n#\r\n# ECSMate is distributed under the terms of the (new) BSD License.\r\n# The full license can be found in 'LICENSE.txt'.\r\n\r\n\"\"\"ECS SDK\r\n\"\"\"\r\n\r\nimport time\r\nimport hmac\r\nimport base64\r\nimport hashlib\r\nimport urllib\r\nimport json\r\nimport inspect\r\nfrom random import random\r\n\r\n\r\nclass ECS(object):\r\n \r\n def __init__(self, AccessKeyID, AccessKeySecret, gateway='https://ecs.aliyuncs.com'):\r\n self.AccessKeyID = AccessKeyID\r\n self.AccessKeySecret = AccessKeySecret\r\n self.gateway = gateway\r\n \r\n @classmethod\r\n def _urlencode(self, string):\r\n return urllib.quote(string, '~')\r\n \r\n def _sign(self, params):\r\n paramstrings = []\r\n for k, v in sorted(params.items()):\r\n paramstrings.append('%s=%s' % (ECS._urlencode(k), ECS._urlencode(v)))\r\n datastrings = [\r\n ECS._urlencode('GET'),\r\n ECS._urlencode('/'),\r\n ECS._urlencode('&'.join(paramstrings)),\r\n ]\r\n datastring = '&'.join(datastrings)\r\n signature = hmac.new(self.AccessKeySecret+'&', datastring, hashlib.sha1).digest()\r\n return base64.b64encode(signature)\r\n\r\n def _http_get(self, params):\r\n url = self.gateway + '/?'"}, {"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\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e67af792ae036b2a2bc22a1b166e10db5dcc3d7e
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2012 OpenStack Foundation. # All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. class Request(wsgi.Request): pass def Resource(controller, faults=None, deserializers=None, serializers=None): """API entity resource. Represents an API entity resource and the associated serialization and deserialization logic """ default_deserializers = {'application/json': wsgi.JSONDeserializer()} default_serializers = {'application/json': wsgi.JSONDictSerializer()} format_types = {'json': 'application/json'} action_status = dict(create=201, delete=204) default_deserializers.update(deserializers or {}) default_serializers.update(serializers or {}) deserializers = default_deserializers serializers = default_serializers faults = faults or {} @webob.dec.wsgify(RequestClass=Request) ... [2 more functiondefs truncated] ...
|
Functions: Resource Classes: Request This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 1,441
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2012 OpenStack Foundation.\n# All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nclass Request(wsgi.Request):\n pass\n\n\ndef Resource(controller, faults=None, deserializers=None, serializers=None):\n \"\"\"API entity resource.\n\n Represents an API entity resource and the associated serialization and\n deserialization logic\n \"\"\"\n default_deserializers = {'application/json': wsgi.JSONDeserializer()}\n default_serializers = {'application/json': wsgi.JSONDictSerializer()}\n format_types = {'json': 'application/json'}\n action_status = dict(create=201, delete=204)\n\n default_deserializers.update(deserializers or {})\n default_serializers.update(serializers or {})\n\n deserializers = default_deserializers\n serializers = default_serializers\n faults = faults or {}\n\n @webob.dec.wsgify(RequestClass=Request)\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: Resource\n Classes: Request\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e67c1789de35ce33eb29e291ba0e431b4c1c574b
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: def ans_to_id(ans): """Convert an input answer string into an Answer ID for Akinator""" ans = str(ans).lower() if ans == "yes" or ans == "y" or ans == "0": return "0" elif ans == "no" or ans == "n" or ans == "1": return "1" elif ans == "i" or ans == "idk" or ans == "i dont know" or ans == "i don't know" or ans == "2": return "2" elif ans == "probably" or ans == "p" or ans == "3": return "3" elif ans == "probably not" or ans == "pn" or ans == "4": return "4" else: raise InvalidAnswerError(""" You put "{}", which is an invalid answer. The answer must be one of these: - "yes" OR "y" OR "0" for YES - "no" OR "n" OR "1" for NO - "i" OR "idk" OR "i dont know" OR "i don't know" OR "2" for I DON'T KNOW - "probably" OR "p" OR "3" for PROBABLY - "probably not" OR "pn" OR "4" for PROBABLY NOT """.format(ans)) ... [2 more functiondefs truncated ... Error: SyntaxError: unmatched brackets
|
Fixed Code: def ans_to_id(ans): """Convert an input answer string into an Answer ID for Akinator""" ans = str(ans).lower() if ans == "yes" or ans == "y" or ans == "0": return "0" elif ans == "no" or ans == "n" or ans == "1": return "1" elif ans == "i" or ans == "idk" or ans == "i dont know" or ans == "i don't know" or ans == "2": return "2" elif ans == "probably" or ans == "p" or ans == "3": return "3" elif ans == "probably not" or ans == "pn" or ans == "4": return "4" else: raise InvalidAnswerError(""" You put "{}", which is an invalid answer. The answer must be one of these: - "yes" OR "y" OR "0" for YES - "no" OR "n" OR "1" for NO Explanation: Add missing ']' bracket at line 28
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 1,023
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\ndef ans_to_id(ans):\n \"\"\"Convert an input answer string into an Answer ID for Akinator\"\"\"\n\n ans = str(ans).lower()\n if ans == \"yes\" or ans == \"y\" or ans == \"0\":\n return \"0\"\n elif ans == \"no\" or ans == \"n\" or ans == \"1\":\n return \"1\"\n elif ans == \"i\" or ans == \"idk\" or ans == \"i dont know\" or ans == \"i don't know\" or ans == \"2\":\n return \"2\"\n elif ans == \"probably\" or ans == \"p\" or ans == \"3\":\n return \"3\"\n elif ans == \"probably not\" or ans == \"pn\" or ans == \"4\":\n return \"4\"\n else:\n raise InvalidAnswerError(\"\"\"\n You put \"{}\", which is an invalid answer.\n The answer must be one of these:\n - \"yes\" OR \"y\" OR \"0\" for YES\n - \"no\" OR \"n\" OR \"1\" for NO\n - \"i\" OR \"idk\" OR \"i dont know\" OR \"i don't know\" OR \"2\" for I DON'T KNOW\n - \"probably\" OR \"p\" OR \"3\" for PROBABLY\n - \"probably not\" OR \"pn\" OR \"4\" for PROBABLY NOT\n \"\"\".format(ans))\n\n\n\n ... [2 more functiondefs truncated ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\ndef ans_to_id(ans):\n \"\"\"Convert an input answer string into an Answer ID for Akinator\"\"\"\n\n ans = str(ans).lower()\n if ans == \"yes\" or ans == \"y\" or ans == \"0\":\n return \"0\"\n elif ans == \"no\" or ans == \"n\" or ans == \"1\":\n return \"1\"\n elif ans == \"i\" or ans == \"idk\" or ans == \"i dont know\" or ans == \"i don't know\" or ans == \"2\":\n return \"2\"\n elif ans == \"probably\" or ans == \"p\" or ans == \"3\":\n return \"3\"\n elif ans == \"probably not\" or ans == \"pn\" or ans == \"4\":\n return \"4\"\n else:\n raise InvalidAnswerError(\"\"\"\n You put \"{}\", which is an invalid answer.\n The answer must be one of these:\n - \"yes\" OR \"y\" OR \"0\" for YES\n - \"no\" OR \"n\" OR \"1\" for NO\n\n Explanation: Add missing ']' bracket at line 28"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e67c30a42d5e25d4e6e974aeebd81a4f702b3cd2
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """ create_ucs_sp_template.py Purpose: UCS Manager Create a UCS Service Profile Template Author: John McDonough (jomcdono@cisco.com) github: (@movinalot) Cisco Systems, Inc. """ from ucsmsdk.ucshandle import UcsHandle from Error: SyntaxError / EOF
|
Fixed Code: """ create_ucs_sp_template.py Purpose: UCS Manager Create a UCS Service Profile Template Author: John McDonough (jomcdono@cisco.com) github: (@movinalot) Cisco Systems, Inc. """ from ucsmsdk.ucshandle import UcsHandle from ucsmsdk.mometa.ls.LsServer import LsServer from ucsmsdk.mometa.org.OrgOrg import OrgOrg HANDLE = UcsHandle( "sandbox-ucsm1.cisco.com", "admin", Explanation: Complete the truncated code structure
|
intermediate
|
general
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 236
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\ncreate_ucs_sp_template.py\n\nPurpose:\n UCS Manager Create a UCS Service Profile Template\nAuthor:\n John McDonough (jomcdono@cisco.com) github: (@movinalot)\n Cisco Systems, Inc.\n\"\"\"\n\nfrom ucsmsdk.ucshandle import UcsHandle\nfrom\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\ncreate_ucs_sp_template.py\n\nPurpose:\n UCS Manager Create a UCS Service Profile Template\nAuthor:\n John McDonough (jomcdono@cisco.com) github: (@movinalot)\n Cisco Systems, Inc.\n\"\"\"\n\nfrom ucsmsdk.ucshandle import UcsHandle\nfrom ucsmsdk.mometa.ls.LsServer import LsServer\nfrom ucsmsdk.mometa.org.OrgOrg import OrgOrg\n\nHANDLE = UcsHandle(\n \"sandbox-ucsm1.cisco.com\",\n \"admin\",\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e67e2b8d5cc36e4de07019122375c2f2fc7e621b
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # coding=utf-8 def setup_config(epab_version: str): """ Set up elib_config package :param epab_version: installed version of EPAB as as string """ logger = logging.getLogger('EPAB') logger.debug('setting up config') elib_config.ELIBConfig.setup( app_name='EPAB', app_version=epab_version, config_file_path='pyproject.toml', config_sep_str='__', root_path=['tool', 'epab'] ) elib_config.write_example_config('pyproject.toml.example') if not pathlib.Path('pyproject.toml').exists(): raise FileNotFoundError('pyproject.toml') elib_config.validate_config()
|
Functions: setup_config This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 646
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# coding=utf-8\ndef setup_config(epab_version: str):\n \"\"\"\n Set up elib_config package\n\n :param epab_version: installed version of EPAB as as string\n \"\"\"\n logger = logging.getLogger('EPAB')\n logger.debug('setting up config')\n elib_config.ELIBConfig.setup(\n app_name='EPAB',\n app_version=epab_version,\n config_file_path='pyproject.toml',\n config_sep_str='__',\n root_path=['tool', 'epab']\n )\n elib_config.write_example_config('pyproject.toml.example')\n if not pathlib.Path('pyproject.toml').exists():\n raise FileNotFoundError('pyproject.toml')\n elib_config.validate_config()"}, {"role": "assistant", "content": " Functions: setup_config\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e67f72e9b27124ae9fe286846ee45d52e71dc993
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import os import argparse def check_for_pkg(pkg): try: exec("import " + pkg) except: os.system("pip3 install --user " + pkg) ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
data_processing
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 180
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\nimport argparse\n\ndef check_for_pkg(pkg):\n\ttry:\n\t\texec(\"import \" + pkg)\n\texcept:\n\t\tos.system(\"pip3 install --user \" + pkg)\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e67fead92c8110015c821a38623a6b98e6c63185
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import os import click from flask import Flask from flask.cli import with_appcontext from flask_sqlalchemy import SQLAlchemy __version__ = (1, 0, 0, "dev") db = SQLAlchemy() def create_app(test_config=None): """Create and configure an instance of the Flask application.""" app = Flask(__name__, instance_relative_config=True) # some deploy systems set the database url in the environ db_url = os.environ.get("DATABASE_URL") if db_url is None: # default to a sqlite database in the instance folder db_url = "sqlite:///" + os.path.join(app.instance_path, "flaskr.sqlite") # ensure the instance folder exists os.makedirs(app.instance_path, exist_ok=True) app.config.from_mapping( # default secret that should be overridden in environ or config SECRET_KEY=os.environ.get("SECRET_KEY", "dev"), SQLALCHEMY_DATABASE_URI=db_url, SQLALCHEMY_TRACK_MODIFICATIONS=False, ) if test_config is None: # load the instance config, if it exists, when not testing app.config.from_pyfile("config.py", silent=True) else: # load the test config if passed in app.config.update(test_config) # initialize Flask-SQLAlchemy and the init-db command
|
db.init_app(app) app.cli.add_command(init_db_command) # apply the blueprints to the app from flaskr import auth, blog app.register_blueprint(auth.bp) app.register_blueprint(blog.bp) # make "index" point at "/", which is handled by "blog.index" app.add_url_rule("/", endpoint="index") return app def init_db(): db.drop_all() db.create_all() @click.command("init-db") @with_appcontext def init_db_command(): """Clear existing data and create new tables.""" init_db() click.echo("Initialized the database.")
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 3
| 0
| 1,835
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\n\nimport click\nfrom flask import Flask\nfrom flask.cli import with_appcontext\nfrom flask_sqlalchemy import SQLAlchemy\n\n__version__ = (1, 0, 0, \"dev\")\n\ndb = SQLAlchemy()\n\n\ndef create_app(test_config=None):\n \"\"\"Create and configure an instance of the Flask application.\"\"\"\n app = Flask(__name__, instance_relative_config=True)\n\n # some deploy systems set the database url in the environ\n db_url = os.environ.get(\"DATABASE_URL\")\n\n if db_url is None:\n # default to a sqlite database in the instance folder\n db_url = \"sqlite:///\" + os.path.join(app.instance_path, \"flaskr.sqlite\")\n # ensure the instance folder exists\n os.makedirs(app.instance_path, exist_ok=True)\n\n app.config.from_mapping(\n # default secret that should be overridden in environ or config\n SECRET_KEY=os.environ.get(\"SECRET_KEY\", \"dev\"),\n SQLALCHEMY_DATABASE_URI=db_url,\n SQLALCHEMY_TRACK_MODIFICATIONS=False,\n )\n\n if test_config is None:\n # load the instance config, if it exists, when not testing\n app.config.from_pyfile(\"config.py\", silent=True)\n else:\n # load the test config if passed in\n app.config.update(test_config)\n\n # initialize Flask-SQLAlchemy and the init-db command"}, {"role": "assistant", "content": "\n db.init_app(app)\n app.cli.add_command(init_db_command)\n\n # apply the blueprints to the app\n from flaskr import auth, blog\n\n app.register_blueprint(auth.bp)\n app.register_blueprint(blog.bp)\n\n # make \"index\" point at \"/\", which is handled by \"blog.index\"\n app.add_url_rule(\"/\", endpoint=\"index\")\n\n return app\n\n\ndef init_db():\n db.drop_all()\n db.create_all()\n\n\n@click.command(\"init-db\")\n@with_appcontext\ndef init_db_command():\n \"\"\"Clear existing data and create new tables.\"\"\"\n init_db()\n click.echo(\"Initialized the database.\")"}]
| false
| null | null | null |
e680d5976ff70e83c58f67740990b745a8b0973b
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import os, sys fn = sys.argv[1] if os.system('python compile.py %s __tmp.S' % fn) == 0: os.system('python asm.py __tmp.S %s' % fn[:-2])
|
Code Review: Code looks good! Consider edge cases Add comprehensive tests
|
beginner
|
general
|
code_review
|
Pythoncode:Python
| 0
| 0
| 142
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os, sys\n\nfn = sys.argv[1]\n\nif os.system('python compile.py %s __tmp.S' % fn) == 0:\n os.system('python asm.py __tmp.S %s' % fn[:-2])"}, {"role": "assistant", "content": " Code Review:\n\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
e681d9f0d0bbcd56a55111fcb8b7b0c2f584018e
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python # coding: UTF-8 # # @package Actor # @author Ariadne Pinheiro # @date 26/08/2020 # # Actor class, which is the base class for Disease objects. # ## class Actor: # Holds the value of the next "free" id. __ID = 0 ## # Construct a new Actor object. # - Sets the initial values of its member variables. # - Sets the unique ID for the object and initializes the reference to the World # object to which this Actor object belongs to null. # - The ID of the first Actor object is 0. # - The ID gets incremented by one each time a new Actor object is created. # - Sets the iteration counter to zero and initialize the location of the # object to cell (0,0). # def __init__(self): # X coordinate of this actor. self.__locX = 0 # Y coordinate of this actor. self.__locY = 0 # World this actor belongs to. self.__world = None # Unique identifier for this actor. self.__actorID = Actor.__ID Actor.__ID += 1 # Iteration counter. self.__itCounter = 0 ## # Used for testing # @return ActorID # def getID(self): return self.__actorID ## # Used for testing # @return number of iterations # def Iteration(self): return self.__itCounter # Complete this line # Prints on screen in the format "Iteration <ID>: Actor <Actor ID>". # # The @f$<ID>@f$ is replaced by the current iteration number. @f$<Actor ID>@f$ is # replaced by the unique ID of the Actor object that performs the act(self) # method. # # For instance, the actor with ID 1 shows the following result on # the output screen after its act(self) method has been called twice. # <PRE> # Iteration 0: Actor 1 # Iteration 1: Actor 1 # </PRE> # def act(self): print("Iteration {}: Actor {}".format(self.__itCounter, self.__actorID)) self.__itCounter += 1 ## # Sets the cell coordinates of this object. # # @param x the column. # @param y the row. # # @throws ValueError when x < 0 or x >= world width, # @throws ValueError when y < 0 or y >= world height, # @throws RuntimeError when the world is null. # def setLocation(self, x, y): if self.__world is None: raise RuntimeError if (0 <= x < self.__world.getWidth()) and (0 <= y < self.__world.getHeight()): self.__locX = x self.__locY = y else: raise ValueError ## # Sets the world this actor is into. # # @param world Reference to the World object this Actor object is added. # @throws RuntimeError when world is null. # ... [5 more functiondefs truncated] ...
|
The missing line is: ##
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 1
| 2,782
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\n# coding: UTF-8\n#\n# @package Actor\n# @author Ariadne Pinheiro\n# @date 26/08/2020\n#\n# Actor class, which is the base class for Disease objects.\n#\n##\n\nclass Actor:\n # Holds the value of the next \"free\" id.\n __ID = 0\n\n ##\n # Construct a new Actor object.\n # - Sets the initial values of its member variables.\n # - Sets the unique ID for the object and initializes the reference to the World\n # object to which this Actor object belongs to null.\n # - The ID of the first Actor object is 0.\n # - The ID gets incremented by one each time a new Actor object is created.\n # - Sets the iteration counter to zero and initialize the location of the\n # object to cell (0,0).\n #\n def __init__(self):\n # X coordinate of this actor.\n self.__locX = 0\n # Y coordinate of this actor.\n self.__locY = 0\n # World this actor belongs to.\n self.__world = None\n # Unique identifier for this actor.\n self.__actorID = Actor.__ID\n Actor.__ID += 1\n # Iteration counter.\n self.__itCounter = 0\n\n ##\n # Used for testing\n # @return ActorID\n #\n def getID(self):\n return self.__actorID\n\n ##\n # Used for testing\n # @return number of iterations\n #\n def Iteration(self):\n return self.__itCounter\n\n # Complete this line\n # Prints on screen in the format \"Iteration <ID>: Actor <Actor ID>\".\n #\n # The @f$<ID>@f$ is replaced by the current iteration number. @f$<Actor ID>@f$ is\n # replaced by the unique ID of the Actor object that performs the act(self)\n # method.\n #\n # For instance, the actor with ID 1 shows the following result on\n # the output screen after its act(self) method has been called twice.\n # <PRE>\n # Iteration 0: Actor 1\n # Iteration 1: Actor 1\n # </PRE>\n #\n def act(self):\n print(\"Iteration {}: Actor {}\".format(self.__itCounter, self.__actorID))\n self.__itCounter += 1\n\n ##\n # Sets the cell coordinates of this object.\n #\n # @param x the column.\n # @param y the row.\n #\n # @throws ValueError when x < 0 or x >= world width,\n # @throws ValueError when y < 0 or y >= world height,\n # @throws RuntimeError when the world is null.\n #\n def setLocation(self, x, y):\n if self.__world is None:\n raise RuntimeError\n if (0 <= x < self.__world.getWidth()) and (0 <= y < self.__world.getHeight()):\n self.__locX = x\n self.__locY = y\n else:\n raise ValueError\n\n ##\n # Sets the world this actor is into.\n #\n # @param world Reference to the World object this Actor object is added.\n # @throws RuntimeError when world is null.\n #\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n ##"}]
| false
| null | null | null |
e6820129758b4a88f3d5692d1d9e3fcd58b99051
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: """Convert a Decimal Number to a Binary Number.""" def decimal_to_binary(num: int) -> str: """ Convert a Integer Decimal Number to a Binary Number as str. >>> decimal_to_binary(0) '0b0' >>> decimal_to_binary(2) '0b10' >>> decimal_to_binary(7) '0b111' >>> decimal_to_binary(35) '0b100011' >>> # negatives work too >>> decimal_to_binary(-2) '-0b10' >>> # other floats will error >>> decimal_to_binary(16.16) # doctest: +ELLIPSIS Traceback (most recent call last): ... TypeError: 'float' object cannot be interpreted as an integer >>> # strings will error as well >>> decimal_to_binary('0xfffff') # doctest: +ELLIPSIS Traceback (most recent call last): ... TypeError: 'str' object cannot be interpreted as an integer """ if type(num) == float: raise TypeError("'float' object cannot be interpreted as an integer") if type(num) == str: raise TypeError("'str' object cannot be interpreted as an integer") if num == 0: return "0b0" negative = False if num < 0: negative = True num = -num binary = [] while num > 0: binary.insert(0, num % 2) num >>= 1 if negative: return "-0b" + "".join(str(e) for e in binary) return "0b" + "".join(str(e) for e in binary) if __name__ == "__main__": import doctest doctest.testmod()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 1,516
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"Convert a Decimal Number to a Binary Number.\"\"\"\n\n\ndef decimal_to_binary(num: int) -> str:\n\n \"\"\"\n Convert a Integer Decimal Number to a Binary Number as str.\n >>> decimal_to_binary(0)\n '0b0'\n >>> decimal_to_binary(2)\n '0b10'\n >>> decimal_to_binary(7)\n '0b111'\n >>> decimal_to_binary(35)\n '0b100011'\n >>> # negatives work too\n >>> decimal_to_binary(-2)\n '-0b10'\n >>> # other floats will error\n >>> decimal_to_binary(16.16) # doctest: +ELLIPSIS\n Traceback (most recent call last):\n ...\n TypeError: 'float' object cannot be interpreted as an integer\n >>> # strings will error as well\n >>> decimal_to_binary('0xfffff') # doctest: +ELLIPSIS\n Traceback (most recent call last):\n ...\n TypeError: 'str' object cannot be interpreted as an integer\n \"\"\"\n\n if type(num) == float:\n raise TypeError(\"'float' object cannot be interpreted as an integer\")\n if type(num) == str:\n raise TypeError(\"'str' object cannot be interpreted as an integer\")\n\n if num == 0:\n return \"0b0\"\n\n negative = False\n\n if num < 0:\n negative = True\n num = -num\n\n binary = []\n while num > 0:\n binary.insert(0, num % 2)\n num >>= 1\n\n if negative:\n return \"-0b\" + \"\".join(str(e) for e in binary)\n\n return \"0b\" + \"\".join(str(e) for e in binary)\n\n\nif __name__ == \"__main__\":\n import doctest\n\n doctest.testmod()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e6821c09b4a2b0ae38dad98719d218377bec1dfe
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/python3 #-*- coding: utf-8 -*- import urllib.parse import json import base64 import requests import logging class Network(): LOGIN_URL = 'http://192.168.211.101/portal/pws?t=li' BEAT_URL = 'http://192.168.211.101/portal/page/doHeartBeat.jsp' COMMON_HERADERS = { 'Accept-Language': 'en-US', 'Accept': 'text/html' } def __init__(self, username, password): b64Password = base64.b64encode(bytes(password,'utf8')) self.data = {'userName': username, 'userPwd': b64Password} def login(self): logging.info('login:%s'%(self.data)) response = requests.post(Network.LOGIN_URL, data=self.data, # Complete this line responseText = base64.b64decode(response.text + '==') responseJson = urllib.parse.unquote(responseText.decode('utf8')) jsonDict = json.loads(responseJson) heartBeatCyc = jsonDict.get('heartBeatCyc') if heartBeatCyc == None: raise BaseException(responseJson) logging.info('login seccuss: %s'%(responseJson)) self.heartBeatCyc = int(heartBeatCyc) self.serialNo = jsonDict.get('serialNo') return self.heartBeatCyc def beat(self): response = requests.post(Network.BEAT_URL, data={'serialNo': self.serialNo}, headers=Network.COMMON_HERADERS, timeout=3) if response.text.find('v_failedTimes') is -1: raise BaseException(response.text)
|
The missing line is: headers=Network.COMMON_HERADERS, timeout=3)
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advanced
|
api
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fill_in_the_blank
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Pythoncode:Python
| 3
| 1
| 1,467
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/python3\n#-*- coding: utf-8 -*-\n\nimport urllib.parse\nimport json\nimport base64\nimport requests\nimport logging\nclass Network():\n LOGIN_URL = 'http://192.168.211.101/portal/pws?t=li'\n BEAT_URL = 'http://192.168.211.101/portal/page/doHeartBeat.jsp'\n COMMON_HERADERS = {\n 'Accept-Language': 'en-US',\n 'Accept': 'text/html'\n }\n def __init__(self, username, password):\n b64Password = base64.b64encode(bytes(password,'utf8'))\n self.data = {'userName': username, 'userPwd': b64Password}\n\n def login(self):\n logging.info('login:%s'%(self.data))\n response = requests.post(Network.LOGIN_URL, data=self.data,\n # Complete this line\n responseText = base64.b64decode(response.text + '==')\n responseJson = urllib.parse.unquote(responseText.decode('utf8'))\n jsonDict = json.loads(responseJson)\n heartBeatCyc = jsonDict.get('heartBeatCyc')\n if heartBeatCyc == None:\n raise BaseException(responseJson)\n logging.info('login seccuss: %s'%(responseJson))\n self.heartBeatCyc = int(heartBeatCyc)\n self.serialNo = jsonDict.get('serialNo')\n return self.heartBeatCyc\n\n def beat(self):\n response = requests.post(Network.BEAT_URL, data={'serialNo': self.serialNo},\n headers=Network.COMMON_HERADERS, timeout=3)\n if response.text.find('v_failedTimes') is -1:\n raise BaseException(response.text)"}, {"role": "assistant", "content": "The missing line is:\n headers=Network.COMMON_HERADERS, timeout=3)"}]
| false
| null | null | null |
e68358c694510e180fb49e743ec559c977aea7b6
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import libcst as cst import libcst.matchers as m from fixit import CstLintRule from fixit import InvalidTestCase as Invalid from fixit import ValidTestCase as Valid class UseFstringRule(CstLintRule): MESSAGE: str = ( "As mentioned in the [Contributing Guidelines]" + "(https://github.com/TheAlgorithms/Python/blob/master/CONTRIBUTING.md), " + "please do not use printf style formatting or `str.format()`. " + "Use [f-string](https://realpython.com/python-f-strings/) instead to be " + "more readable and efficient." ) VALID = [ Valid("assigned='string'; f'testing {assigned}'"), Valid("'simple string'"), Valid("'concatenated' + 'string'"), Valid("b'bytes %s' % 'string'.encode('utf-8')"), ] INVALID = [ Invalid("'hello, {name}'.format(name='you')"), Invalid("'hello, %s' % 'you'"), Invalid("r'raw string value=%s' % val"), ] def visit_Call(self, node: cst.Call) -> None: if m.matches( node, m.Call( func=m.Attribute(value=m.SimpleString(), attr=m.Name(value="format")) ), ): self.report(node) def visit_BinaryOperation(self, node: cst.BinaryOperation) -> None: if ( m.matches( node, m.BinaryOperation(left=m.SimpleString(), operator=m.Modulo()) ) # SimpleString can be bytes and fstring don't support bytes. ... code continues ...
|
Completion: Missing: Function 'visit_BinaryOperation' is incomplete - body truncated To complete: • Complete the function 'visit_BinaryOperation' body and add missing return Example continuation: # https://www.python.org/dev/peps/pep-0498/#no-binary-f-strings and isinstance( cst.ensure_type(node.left, cst.SimpleString).evaluated_value, str ) ):
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 1
| 1,483
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport libcst as cst\nimport libcst.matchers as m\nfrom fixit import CstLintRule\nfrom fixit import InvalidTestCase as Invalid\nfrom fixit import ValidTestCase as Valid\n\n\nclass UseFstringRule(CstLintRule):\n\n MESSAGE: str = (\n \"As mentioned in the [Contributing Guidelines]\"\n + \"(https://github.com/TheAlgorithms/Python/blob/master/CONTRIBUTING.md), \"\n + \"please do not use printf style formatting or `str.format()`. \"\n + \"Use [f-string](https://realpython.com/python-f-strings/) instead to be \"\n + \"more readable and efficient.\"\n )\n\n VALID = [\n Valid(\"assigned='string'; f'testing {assigned}'\"),\n Valid(\"'simple string'\"),\n Valid(\"'concatenated' + 'string'\"),\n Valid(\"b'bytes %s' % 'string'.encode('utf-8')\"),\n ]\n\n INVALID = [\n Invalid(\"'hello, {name}'.format(name='you')\"),\n Invalid(\"'hello, %s' % 'you'\"),\n Invalid(\"r'raw string value=%s' % val\"),\n ]\n\n def visit_Call(self, node: cst.Call) -> None:\n if m.matches(\n node,\n m.Call(\n func=m.Attribute(value=m.SimpleString(), attr=m.Name(value=\"format\"))\n ),\n ):\n self.report(node)\n\n def visit_BinaryOperation(self, node: cst.BinaryOperation) -> None:\n if (\n m.matches(\n node, m.BinaryOperation(left=m.SimpleString(), operator=m.Modulo())\n )\n # SimpleString can be bytes and fstring don't support bytes.\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'visit_BinaryOperation' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'visit_BinaryOperation' body and add missing return\n\n Example continuation:\n # https://www.python.org/dev/peps/pep-0498/#no-binary-f-strings\n and isinstance(\n cst.ensure_type(node.left, cst.SimpleString).evaluated_value, str\n )\n ):"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
e684146ff5ca787d26fd1c2feebd83d974744890
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # AUTOGENERATED! DO NOT EDIT! File to edit: source_nbs/13_model_fn.ipynb (unless otherwise specified). def variable_summaries(var, name): """Attach a lot of summaries to a Tensor (for TensorBoard visualization).""" with tf.compat.v1.name_scope(name): mean = tf.reduce_mean(input_tensor=var) tf.compat.v1.summary.scalar('mean', mean) with tf.compat.v1.name_scope('stddev'): stddev = tf.sqrt(tf.reduce_mean( input_tensor=tf.square(var - mean))) tf.compat.v1.summary.scalar('stddev', stddev) tf.compat.v1.summary.scalar('max', tf.reduce_max(input_tensor=var)) tf.compat.v1.summary.scalar('min', tf.reduce_min(input_tensor=var)) tf.compat.v1.summary.histogram('histogram', var) @tf.function def filter_loss(loss, features, problem): if tf.reduce_mean(input_tensor=features['%s_loss_multiplier' % problem]) == 0: return_loss = 0.0 else: return_loss = loss return return_loss class BertMultiTaskBody(tf.keras.Model): """Model to extract bert features and dispatch corresponding rows to each problem_chunk. for each problem chunk, we extract corresponding features and hidden features for that problem. The reason behind this is to save computation for downstream processing. For example, we have a batch of two instances and they're from problem a and b respectively: Input: [{'input_ids': [1,2,3], 'a_loss_multiplier': 1, 'b_loss_multiplier': 0}, {'input_ids': [4,5,6], 'a_loss_multiplier': 0, 'b_loss_multiplier': 1}] Output: { 'a': {'input_ids': [1,2,3], 'a_loss_multiplier': 1, 'b_loss_multiplier': 0} 'b': {'input_ids': [4,5,6], 'a_loss_multiplier': 0, 'b_loss_multiplier': 1} } """ def __init__(se
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 29 • Unclosed '(' at line 47 - expected ')' • Block at line 18 has no indented body Fixes: • Add closing quote at line 29 • Add closing ')' bracket • Review code syntax
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advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 3
| 1
| 1,796
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# AUTOGENERATED! DO NOT EDIT! File to edit: source_nbs/13_model_fn.ipynb (unless otherwise specified).\n\ndef variable_summaries(var, name):\n \"\"\"Attach a lot of summaries to a Tensor (for TensorBoard visualization).\"\"\"\n with tf.compat.v1.name_scope(name):\n mean = tf.reduce_mean(input_tensor=var)\n tf.compat.v1.summary.scalar('mean', mean)\n with tf.compat.v1.name_scope('stddev'):\n stddev = tf.sqrt(tf.reduce_mean(\n input_tensor=tf.square(var - mean)))\n tf.compat.v1.summary.scalar('stddev', stddev)\n tf.compat.v1.summary.scalar('max', tf.reduce_max(input_tensor=var))\n tf.compat.v1.summary.scalar('min', tf.reduce_min(input_tensor=var))\n tf.compat.v1.summary.histogram('histogram', var)\n\n\n@tf.function\ndef filter_loss(loss, features, problem):\n\n if tf.reduce_mean(input_tensor=features['%s_loss_multiplier' % problem]) == 0:\n return_loss = 0.0\n else:\n return_loss = loss\n\n return return_loss\n\n\nclass BertMultiTaskBody(tf.keras.Model):\n \"\"\"Model to extract bert features and dispatch corresponding rows to each problem_chunk.\n\n for each problem chunk, we extract corresponding features\n and hidden features for that problem. The reason behind this\n is to save computation for downstream processing.\n For example, we have a batch of two instances and they're from\n problem a and b respectively:\n Input:\n [{'input_ids': [1,2,3], 'a_loss_multiplier': 1, 'b_loss_multiplier': 0},\n {'input_ids': [4,5,6], 'a_loss_multiplier': 0, 'b_loss_multiplier': 1}]\n Output:\n {\n 'a': {'input_ids': [1,2,3], 'a_loss_multiplier': 1, 'b_loss_multiplier': 0}\n 'b': {'input_ids': [4,5,6], 'a_loss_multiplier': 0, 'b_loss_multiplier': 1}\n }\n\n \"\"\"\n\n def __init__(se"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 29\n \u2022 Unclosed '(' at line 47 - expected ')'\n \u2022 Block at line 18 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 29\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
e6848af64f5fa82bd5d7d5132ff08186219ab513
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import os import matplotlib class VisualizationCallback(Callback): def __init__(self, **kwargs) -> None: super().__init__(**kwargs) def run(self): self.plot_progress() ... [1 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 3 has no indented body Invalid syntax at line 12: ... [1 more functiondefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
oop
|
debugging
|
Pythoncode:Python
| 2
| 1
| 242
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\nimport matplotlib\nclass VisualizationCallback(Callback):\n\n def __init__(self, **kwargs) -> None:\n super().__init__(**kwargs)\n\n def run(self):\n self.plot_progress()\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Block at line 3 has no indented body\n Invalid syntax at line 12: ... [1 more functiondefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
e685406479e82ae52847e5dad03d1463ba77358b
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code:
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 0
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6855e47f2ad7aa6ba42d8fa11c100eb19915033
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os.path import tron.Misc from tron import g, hub from tron.Hub.Command.Encoders.ASCIICmdEncoder import ASCIICmdEncoder from tron.Hub.Nub.SocketActorNub import SocketActorNub from tron.Hub.Reply.Decoders.ASCIIReplyDecoder import ASCIIReplyDecoder name = 'hal' def start(poller): cfg = tron.Misc.cfg.get(g.location, 'actors', doFlush=True)[name] stop() initCmds = ('ping', 'status', 'version') # Complete this line safeCmds = r'^\s*({0})\s*$'.format('|'.join(safeCmdsList)) d = ASCIIReplyDecoder(cidFirst=True, debug=1) e = ASCIICmdEncoder(sendCommander=True, useCID=False, debug=1) nub = SocketActorNub( poller, cfg['host'], cfg['port'], name=name, encoder=e, decoder=d, grabCID=True, # the actor spontaneously generates a line we can eat. initCmds=initCmds, safeCmds=safeCmds, needsAuth=True, logDir=os.path.join(g.logDir, name), debug=3) hub.addActor(nub) def stop(): n = hub.findActor(name) if n: hub.dropActor(n) del n
|
The missing line is: safeCmdsList = ['ping', 'version', 'status']
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intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 1,121
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport os.path\n\nimport tron.Misc\nfrom tron import g, hub\nfrom tron.Hub.Command.Encoders.ASCIICmdEncoder import ASCIICmdEncoder\nfrom tron.Hub.Nub.SocketActorNub import SocketActorNub\nfrom tron.Hub.Reply.Decoders.ASCIIReplyDecoder import ASCIIReplyDecoder\n\n\nname = 'hal'\n\n\ndef start(poller):\n cfg = tron.Misc.cfg.get(g.location, 'actors', doFlush=True)[name]\n\n stop()\n\n initCmds = ('ping', 'status', 'version')\n\n # Complete this line\n safeCmds = r'^\\s*({0})\\s*$'.format('|'.join(safeCmdsList))\n\n d = ASCIIReplyDecoder(cidFirst=True, debug=1)\n e = ASCIICmdEncoder(sendCommander=True, useCID=False, debug=1)\n nub = SocketActorNub(\n poller,\n cfg['host'],\n cfg['port'],\n name=name,\n encoder=e,\n decoder=d,\n grabCID=True, # the actor spontaneously generates a line we can eat.\n initCmds=initCmds,\n safeCmds=safeCmds,\n needsAuth=True,\n logDir=os.path.join(g.logDir, name),\n debug=3)\n hub.addActor(nub)\n\n\ndef stop():\n n = hub.findActor(name)\n if n:\n hub.dropActor(n)\n del n"}, {"role": "assistant", "content": "The missing line is:\n safeCmdsList = ['ping', 'version', 'status']"}]
| false
| null | null | null |
e6862496cf199e7f27dd40deb80fa8e54704b966
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from dataclasses import dataclass, field from decimal import Decimal from typing import Optional from xsdata.models.datatype import XmlDate @dataclass class SizeType: value: Optional[int] = field( default=None, metadata={ "required": True, } ) system: Optional[str] = field( default=None, metadata={ "type": "Attribute", } ) @dataclass class ShirtType: description: Optional[str] = field( default=None, metadata={ "type": "Element", "namespace": "", } ) comment: Optional[str] = field( default=None, metadata={ "type": "Element", "namespace": "", } ) number: Optional[int] = field( default=None, metadata={ "type": "Element", "namespace": "", } ) name: Optional[str] = field( default=None, metadata={ "type": "Element", "namespace": "", } )
|
size: Optional[SizeType] = field( default=None, metadata={ "type": "Element", "namespace": "", "required": True, } ) id: Optional[str] = field( default=None, metadata={ "type": "Attribute", "required": True, } ) version: Optional[Decimal] = field( default=None, metadata={ "type": "Attribute", } ) eff_date: Optional[XmlDate] = field( default=None, metadata={ "name": "effDate", "type": "Attribute", } ) @dataclass class Shirt(ShirtType): class Meta: name = "shirt"
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advanced
|
ui
|
code_completion
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Pythoncode:Python
| 0
| 4
| 1,761
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom dataclasses import dataclass, field\nfrom decimal import Decimal\nfrom typing import Optional\nfrom xsdata.models.datatype import XmlDate\n\n\n@dataclass\nclass SizeType:\n value: Optional[int] = field(\n default=None,\n metadata={\n \"required\": True,\n }\n )\n system: Optional[str] = field(\n default=None,\n metadata={\n \"type\": \"Attribute\",\n }\n )\n\n\n@dataclass\nclass ShirtType:\n description: Optional[str] = field(\n default=None,\n metadata={\n \"type\": \"Element\",\n \"namespace\": \"\",\n }\n )\n comment: Optional[str] = field(\n default=None,\n metadata={\n \"type\": \"Element\",\n \"namespace\": \"\",\n }\n )\n number: Optional[int] = field(\n default=None,\n metadata={\n \"type\": \"Element\",\n \"namespace\": \"\",\n }\n )\n name: Optional[str] = field(\n default=None,\n metadata={\n \"type\": \"Element\",\n \"namespace\": \"\",\n }\n )"}, {"role": "assistant", "content": "\n size: Optional[SizeType] = field(\n default=None,\n metadata={\n \"type\": \"Element\",\n \"namespace\": \"\",\n \"required\": True,\n }\n )\n id: Optional[str] = field(\n default=None,\n metadata={\n \"type\": \"Attribute\",\n \"required\": True,\n }\n )\n version: Optional[Decimal] = field(\n default=None,\n metadata={\n \"type\": \"Attribute\",\n }\n )\n eff_date: Optional[XmlDate] = field(\n default=None,\n metadata={\n \"name\": \"effDate\",\n \"type\": \"Attribute\",\n }\n )\n\n\n@dataclass\nclass Shirt(ShirtType):\n class Meta:\n name = \"shirt\""}]
| false
| null | null | null |
e68682ac6ba97f9b172ff277c3a2a87e5c65354c
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # coding: utf-8 # # Copyright 2014 The Oppia Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS-IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Domain objects used within multiple extensions.""" from __future__ import absolute_import # pylint: disable=import-only-modules import python_utils class CustomizationArgSpec(python_utils.OBJECT): """Value object for a customization arg specification.""" def __init__(self, name, description, schema, default_value): self.name = name self.description = description self.schema = schema self.default_value = default_value
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Syntax Analysis: Fixes: • Add docstring to function '__init__'
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advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 1,093
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# coding: utf-8\n#\n# Copyright 2014 The Oppia Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n # You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS-IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n\"\"\"Domain objects used within multiple extensions.\"\"\"\nfrom __future__ import absolute_import # pylint: disable=import-only-modules\n\nimport python_utils\n\n\nclass CustomizationArgSpec(python_utils.OBJECT):\n \"\"\"Value object for a customization arg specification.\"\"\"\n\n def __init__(self, name, description, schema, default_value):\n self.name = name\n self.description = description\n self.schema = schema\n self.default_value = default_value"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to function '__init__'"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
e68781e0de8404ad5b22f8d2f250a25084af55ff
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/python # Copyright (c) 2020, 2022 Oracle and/or its affiliates. # This software is made available to you under the terms of the GPL 3.0 license or the Apache 2.0 license. # GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt) # Apache License v2.0 # See LICENSE.TXT for details. # GENERATED FILE - DO NOT EDIT - MANUAL CHANGES WILL BE OVERWRITTEN from __future__ import absolute_import, division, print_function class ObjectPrivilegeFactsHelperGen(OCIResourceFactsHelperBase): """Supported operations: list""" def get_required_params_for_list(self): return [ "managed_database_id", "user_name", ] def list_resources(self): optional_list_method_params = [ "name", "sort_by", "sort_order", ] optional_kwargs = dict( (param, self.module.params[param]) for param in optional_list_method_params if self.module.params.get(param) is not None ) return oci_common_utils.list_all_resources( self.client.list_object_privileges, managed_database_id=self.module.params.get("managed_database_id"), user_name=self.module.params.get("user_name"), **optional_kwargs ) ObjectPrivilegeFactsHelperCustom = get_custom_class("ObjectPrivilegeFactsHelperCustom") # Complete this line class ResourceFactsHelper( ObjectPrivilegeFactsHelperCustom, ObjectPrivilegeFactsHelperGen ): pass def main(): module_args = oci_common_utils.get_common_arg_spec() module_args.update( dict( managed_database_id=dict(type="str", required=True), user_name=dict(type="str", required=True), name=dict(type="str"), sort_by=dict(type="str", choices=["NAME"]), sort_order=dict(type="str", choices=["ASC", "DESC"]), ) ) module = AnsibleModule(argument_spec=module_args) if not HAS_OCI_PY_SDK: module.fail_json(msg="oci python sdk required for this module.") resource_facts_helper = ResourceFactsHelper( module=module, resource_type="object_privilege", service_client_class=DbManagementClient, namespace="database_management", ) result = [] if resource_facts_helper.is_list(): result = resource_facts_helper.list() else: resource_facts_helper.fail() module.exit_json(object_privileges=result) if __name__ == "__main__": main()
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The missing line is:
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advanced
|
api
|
fill_in_the_blank
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Pythoncode:Python
| 3
| 2
| 2,532
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/python\n# Copyright (c) 2020, 2022 Oracle and/or its affiliates.\n# This software is made available to you under the terms of the GPL 3.0 license or the Apache 2.0 license.\n# GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt)\n# Apache License v2.0\n# See LICENSE.TXT for details.\n# GENERATED FILE - DO NOT EDIT - MANUAL CHANGES WILL BE OVERWRITTEN\n\n\nfrom __future__ import absolute_import, division, print_function\n\nclass ObjectPrivilegeFactsHelperGen(OCIResourceFactsHelperBase):\n \"\"\"Supported operations: list\"\"\"\n\n def get_required_params_for_list(self):\n return [\n \"managed_database_id\",\n \"user_name\",\n ]\n\n def list_resources(self):\n optional_list_method_params = [\n \"name\",\n \"sort_by\",\n \"sort_order\",\n ]\n optional_kwargs = dict(\n (param, self.module.params[param])\n for param in optional_list_method_params\n if self.module.params.get(param) is not None\n )\n return oci_common_utils.list_all_resources(\n self.client.list_object_privileges,\n managed_database_id=self.module.params.get(\"managed_database_id\"),\n user_name=self.module.params.get(\"user_name\"),\n **optional_kwargs\n )\n\n\nObjectPrivilegeFactsHelperCustom = get_custom_class(\"ObjectPrivilegeFactsHelperCustom\")\n # Complete this line\n\nclass ResourceFactsHelper(\n ObjectPrivilegeFactsHelperCustom, ObjectPrivilegeFactsHelperGen\n):\n pass\n\n\ndef main():\n module_args = oci_common_utils.get_common_arg_spec()\n module_args.update(\n dict(\n managed_database_id=dict(type=\"str\", required=True),\n user_name=dict(type=\"str\", required=True),\n name=dict(type=\"str\"),\n sort_by=dict(type=\"str\", choices=[\"NAME\"]),\n sort_order=dict(type=\"str\", choices=[\"ASC\", \"DESC\"]),\n )\n )\n\n module = AnsibleModule(argument_spec=module_args)\n\n if not HAS_OCI_PY_SDK:\n module.fail_json(msg=\"oci python sdk required for this module.\")\n\n resource_facts_helper = ResourceFactsHelper(\n module=module,\n resource_type=\"object_privilege\",\n service_client_class=DbManagementClient,\n namespace=\"database_management\",\n )\n\n result = []\n\n if resource_facts_helper.is_list():\n result = resource_facts_helper.list()\n else:\n resource_facts_helper.fail()\n\n module.exit_json(object_privileges=result)\n\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
e6885b17b97915311f8a8bd86b9f72a31641ef6d
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TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: """https://en.cppreference.com/w/c/io """ from rbc import irutils from llvmlite import ir from rbc.targetinfo import TargetInfo from numba.core import cgutils, extending from numba.core import types as nb_types from rbc.errors import NumbaTypeError # some errors are available for Numba >= 0.55 result = int32_t + 1 # BUG: using before init int32_t = ir.IntType(32) def cg_fflush(builder): int8_t = ir.IntType(8) fflush_fnty = ir.FunctionType(int32_t, [int8_t.as_pointer()]) fflush_fn = irutils.get_or_insert_function(builder.module, fflush_fnty, name="fflush") builder.call(fflush_fn, [int8_t.as_pointer()(None)]) @extending.intrinsic def fflush(typingctx): """``fflush`` that can be called from Numba jit-decorated functions. .. note:: ``fflush`` is available only for CPU target. """ sig = nb_types.void(nb_types.void) def codegen(context, builder, signature, args): target_info = TargetInfo() if target_info.is_cpu: cg_fflush(builder) return sig, codegen @extending.intrinsic def printf(typingctx, format_type, *args): """``printf`` that can be called from Numba jit-decorated functions. .. note:: ``printf`` is available only for CPU target. """ if isinstance(format_type, nb_types.StringLiteral): sig = nb_types.void(format_type, nb_types.BaseTuple.from_types(args)) def codegen(context, builder, signature, args): target_info = TargetInfo() if target_info.is_cpu: cgutils.printf(builder, format_type.literal_value, *args[1:]) cg_fflush(builder) return sig, codegen else: raise NumbaTypeError(f"expected StringLiteral but got {type(format_type).__name__}")
|
Logical Error Analysis: Error Type: UNINITIALIZED_VAR Issue: Using variable "int32_t" before initialization Severity: CRITICAL Location: Line 11 Explanation: Variable used before assignment - will raise NameError Fix: Initialize variable before using it
|
intermediate
|
api
|
logical_errors
|
Pythoncode:Python
| 5
| 0
| 1,774
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n\"\"\"https://en.cppreference.com/w/c/io\n\"\"\"\n\nfrom rbc import irutils\nfrom llvmlite import ir\nfrom rbc.targetinfo import TargetInfo\nfrom numba.core import cgutils, extending\nfrom numba.core import types as nb_types\nfrom rbc.errors import NumbaTypeError # some errors are available for Numba >= 0.55\n\nresult = int32_t + 1 # BUG: using before init\nint32_t = ir.IntType(32)\n\n\ndef cg_fflush(builder):\n int8_t = ir.IntType(8)\n fflush_fnty = ir.FunctionType(int32_t, [int8_t.as_pointer()])\n fflush_fn = irutils.get_or_insert_function(builder.module, fflush_fnty, name=\"fflush\")\n\n builder.call(fflush_fn, [int8_t.as_pointer()(None)])\n\n\n@extending.intrinsic\ndef fflush(typingctx):\n \"\"\"``fflush`` that can be called from Numba jit-decorated functions.\n\n .. note::\n ``fflush`` is available only for CPU target.\n \"\"\"\n sig = nb_types.void(nb_types.void)\n\n def codegen(context, builder, signature, args):\n target_info = TargetInfo()\n if target_info.is_cpu:\n cg_fflush(builder)\n\n return sig, codegen\n\n\n@extending.intrinsic\ndef printf(typingctx, format_type, *args):\n \"\"\"``printf`` that can be called from Numba jit-decorated functions.\n\n .. note::\n ``printf`` is available only for CPU target.\n \"\"\"\n\n if isinstance(format_type, nb_types.StringLiteral):\n sig = nb_types.void(format_type, nb_types.BaseTuple.from_types(args))\n\n def codegen(context, builder, signature, args):\n target_info = TargetInfo()\n if target_info.is_cpu:\n cgutils.printf(builder, format_type.literal_value, *args[1:])\n cg_fflush(builder)\n\n return sig, codegen\n\n else:\n raise NumbaTypeError(f\"expected StringLiteral but got {type(format_type).__name__}\")"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: UNINITIALIZED_VAR\n Issue: Using variable \"int32_t\" before initialization\n Severity: CRITICAL\n\n Location: Line 11\n\n Explanation: Variable used before assignment - will raise NameError\n Fix: Initialize variable before using it"}]
| true
|
logical
|
UNINITIALIZED_VAR
|
CRITICAL
|
e6889a8d19aba99a640a29f5b573f28a57dbd412
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from setuptools import setup try: import pypandoc Error: IndentationError / Expected indented block
|
Fixed Code: from setuptools import setup try: import pypandoc long_description = pypandoc.convert_file('README.md', 'rst', extra_args=()) except ImportError: import codecs long_description = codecs.open('README.md', encoding='utf-8').read() Explanation: Add body to Try block or use 'pass' statement
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 54
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom setuptools import setup\n\ntry:\n import pypandoc\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom setuptools import setup\n\ntry:\n import pypandoc\n long_description = pypandoc.convert_file('README.md', 'rst', extra_args=())\nexcept ImportError:\n import codecs\n long_description = codecs.open('README.md', encoding='utf-8').read()\n\n\n Explanation: Add body to Try block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
e689526fba8d369acce37c9eab4574f56f8a1f4b
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # The MIT License (MIT) # # Copyright (c) 2015 braindead # # 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. # # # This code was extracted from the logmmse package (https://pypi.org/project/logmmse/) and I # simply modified the interface to meet my needs. import numpy as np import math from scipy.special import expn from collections import namedtuple def profile_noise(noise, sampling_rate, window_size=0): """ Creates a profile of the noise in a given waveform. :param noise: a waveform containing noise ONLY, as a numpy array of floats or ints. :param sampling_rate: the sampling rate of the audio :param window_size: the size of the window the logmmse algorithm operates on. A default value will be picked if left as 0. :return: a NoiseProfile object """ noise, dtype = to_float(noise) noise += np.finfo(np.float64).eps if window_size == 0: window_size = int(math.floor(0.02 * sampling_rate)) if window_size % 2 == 1: window_size = window_size + 1 perc = 50 len1 = int(math.floor(window_size * perc / 100)) len2 = int(window_size - len1) win = np.hanning(window_size) win = win * len2 / np.sum(win) n_fft = 2 * window_size noise_mean = np.zeros(n_fft) n_frames = len(noise) // window_size for j in range(0, window_size * n_frames, window_size): noise_mean += np.absolute(np.fft.fft(win * noise[j:j + window_size], n_fft, axis=0)) noise_mu2 = (noise_mean / n_frames) ** 2 return NoiseProfile(sampling_rate, window_size, len1, len2, win, n_fft, noise_mu2) ... [3 more functiondefs truncated] ...
|
Functions: profile_noise This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 2,657
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# The MIT License (MIT)\n# \n# Copyright (c) 2015 braindead\n# \n# Permission is hereby granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files (the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n# \n# The above copyright notice and this permission notice shall be included in all\n# copies or substantial portions of the Software.\n# \n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\n# SOFTWARE.\n#\n#\n# This code was extracted from the logmmse package (https://pypi.org/project/logmmse/) and I\n# simply modified the interface to meet my needs.\n\n\nimport numpy as np\nimport math\nfrom scipy.special import expn\nfrom collections import namedtuple\n\ndef profile_noise(noise, sampling_rate, window_size=0):\n \"\"\"\n Creates a profile of the noise in a given waveform.\n \n :param noise: a waveform containing noise ONLY, as a numpy array of floats or ints. \n :param sampling_rate: the sampling rate of the audio\n :param window_size: the size of the window the logmmse algorithm operates on. A default value \n will be picked if left as 0.\n :return: a NoiseProfile object\n \"\"\"\n noise, dtype = to_float(noise)\n noise += np.finfo(np.float64).eps\n\n if window_size == 0:\n window_size = int(math.floor(0.02 * sampling_rate))\n\n if window_size % 2 == 1:\n window_size = window_size + 1\n \n perc = 50\n len1 = int(math.floor(window_size * perc / 100))\n len2 = int(window_size - len1)\n\n win = np.hanning(window_size)\n win = win * len2 / np.sum(win)\n n_fft = 2 * window_size\n\n noise_mean = np.zeros(n_fft)\n n_frames = len(noise) // window_size\n for j in range(0, window_size * n_frames, window_size):\n noise_mean += np.absolute(np.fft.fft(win * noise[j:j + window_size], n_fft, axis=0))\n noise_mu2 = (noise_mean / n_frames) ** 2\n \n return NoiseProfile(sampling_rate, window_size, len1, len2, win, n_fft, noise_mu2)\n\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: profile_noise\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e68a7efe5fb704c535ff7a5982b5a18ddc07817d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # This file is part of Viper - https://github.com/viper-framework/viper # See the file 'LICENSE' for copying permission. import time import datetime from lib.common.out import * from lib.common.objects import File from lib.core.database import Database from lib.core.investigation import __project__ class Session(object): def __init__(self): self.id = None # This will be assigned with the File object of the file currently # being analyzed. self.file = None # Timestamp of the creation of the session. self.created_at = datetime.datetime.fromtimestamp(time.time()).strftime('%Y-%m-%d %H:%M:%S') # MISP event associated to the object self.misp_event = None class Sessions(object): def __init__(self): self.current = None self.sessions = [] # Store the results of the last "find" command. self.find = None def clo
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Invalid syntax at line 32: def clo Fix: Close the string literal with matching quote
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 5
| 2
| 928
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# This file is part of Viper - https://github.com/viper-framework/viper\n# See the file 'LICENSE' for copying permission.\n\nimport time\nimport datetime\n\nfrom lib.common.out import *\nfrom lib.common.objects import File\nfrom lib.core.database import Database\nfrom lib.core.investigation import __project__\n\n\nclass Session(object):\n def __init__(self):\n self.id = None\n # This will be assigned with the File object of the file currently\n # being analyzed.\n self.file = None\n # Timestamp of the creation of the session.\n self.created_at = datetime.datetime.fromtimestamp(time.time()).strftime('%Y-%m-%d %H:%M:%S')\n # MISP event associated to the object\n self.misp_event = None\n\n\nclass Sessions(object):\n def __init__(self):\n self.current = None\n self.sessions = []\n # Store the results of the last \"find\" command.\n self.find = None\n\n def clo"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Invalid syntax at line 32: def clo\n\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
e68aea4ed97106ccbd90e2eca6ee1a3772751cb0
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #coding: utf-8 import xlrd from simple_report.core.document_wrap import BaseDocument, SpreadsheetDocument from simple_report.xls.workbook import Workbook from simple_report.xls.output_options import XSL_OUTPUT_SETTINGS class DocumentXLS(BaseDocument, SpreadsheetDocument): """ Обертка для отчетов в формате XLS """ def __init__(self, ffile, tags=None, **kwargs): self.file = ffile self._workbook = Workbook(ffile, **kwargs) @property def workbook(self): """ Получение рабочей книги :result: рабочая книга """ return self._workbook def build(self, dst): """ Сборка отчета :param dst: путь до выходного файла :result: """ self._workbook.build(dst) def __setattr__(self, key, value): if key in XSL_OUTPUT_SETTINGS: setattr(self._workbook, key, value) ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: else: super(DocumentXLS, self).__setattr__(key, value)
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advanced
|
ui
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 950
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#coding: utf-8\r\n\r\nimport xlrd\r\n\r\nfrom simple_report.core.document_wrap import BaseDocument, SpreadsheetDocument\r\nfrom simple_report.xls.workbook import Workbook\r\nfrom simple_report.xls.output_options import XSL_OUTPUT_SETTINGS\r\n\r\nclass DocumentXLS(BaseDocument, SpreadsheetDocument):\r\n \"\"\"\r\n \u041e\u0431\u0435\u0440\u0442\u043a\u0430 \u0434\u043b\u044f \u043e\u0442\u0447\u0435\u0442\u043e\u0432 \u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0435 XLS\r\n \"\"\"\r\n\r\n def __init__(self, ffile, tags=None, **kwargs):\r\n self.file = ffile\r\n self._workbook = Workbook(ffile, **kwargs)\r\n\r\n @property\r\n def workbook(self):\r\n \"\"\"\r\n \u041f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0435 \u0440\u0430\u0431\u043e\u0447\u0435\u0439 \u043a\u043d\u0438\u0433\u0438\r\n :result: \u0440\u0430\u0431\u043e\u0447\u0430\u044f \u043a\u043d\u0438\u0433\u0430\r\n \"\"\"\r\n return self._workbook\r\n\r\n def build(self, dst):\r\n \"\"\"\r\n \u0421\u0431\u043e\u0440\u043a\u0430 \u043e\u0442\u0447\u0435\u0442\u0430\r\n :param dst: \u043f\u0443\u0442\u044c \u0434\u043e \u0432\u044b\u0445\u043e\u0434\u043d\u043e\u0433\u043e \u0444\u0430\u0439\u043b\u0430\r\n :result:\r\n \"\"\"\r\n self._workbook.build(dst)\r\n\r\n def __setattr__(self, key, value):\r\n\r\n if key in XSL_OUTPUT_SETTINGS:\r\n setattr(self._workbook, key, value)\r\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n else:\r\n super(DocumentXLS, self).__setattr__(key, value)"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
e68c436db086a9f75f4ec9a1c59f8bdd8afa7f45
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2019 Huawei Technologies Co., Ltd # # 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 TestErrorHandler: """Test train visual api.""" @patch.object(ScalarsProcessor, 'get_metadata_list') def test_handle_http_exception_error_not_found(self, mock_scalar_processor, client): """Test handle http exception error not found.""" scalars_processor.logger = MockLogger text = 'Test Message' # NotFound def get_metadata_list(train_ids, tag): raise NotFound("%s" % text) mock_scalar_processor.side_effect = get_metadata_list test_train_ids = "aa" test_tag = "bb" params = dict(train_ids=test_train_ids, tag=test_tag) url = get_url(TRAIN_ROUTES['scalar_metadata'], params) response = client.get(url) assert response.status_code == 404 response = response.get_json() assert response['error_code'] == '50545001' assert response['error_msg'] == '404 Not Found.' @patch.object(ScalarsProcessor, 'get_metadata_list') def test_handle_http_exception_error_method_not_allowed(self, mock_scalar_processor, client): """Test handling http exception error method not allowed.""" scalars_processor.logger = MockLogger text = 'Test Message' # MethodNotAllowed def get_metadata_list(train_ids, tag): raise MethodNotAllowed("%s" % text) mock_scalar_processor.side_effect = get_metadata_list test_train_ids = "aa" test_tag = "bb" params = dict(train_ids=test_train_ids, tag=test_tag) url = get_url(TRAIN_ROUTES['scalar_metadata'], params) response = client.get(url) assert response.status_code == 405 response = response.get_json() assert response['error_code'] == '50545002' assert response['error_msg'] == '405 Method Not Allowed.' @patch.object(ScalarsProcessor, 'get_metadata_list') def test_handle_http_exception_error_method_other_errors(self, mock_scalar_processor, client): """Test handling http exception error method other errors.""" scalars_processor.logger = MockLogger text = 'Test Message' # Other errors ... [1 more functiondefs truncated] ...
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Functions: test_handle_http_exception_error_not_found, get_metadata_list, test_handle_http_exception_error_method_not_allowed, get_metadata_list, test_handle_http_exception_error_method_other_errors Classes: TestErrorHandler This code demonstrates Pythoncode:Python programming.
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advanced
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testing
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code_explanation
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Pythoncode:Python
| 5
| 1
| 2,859
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2019 Huawei Technologies Co., Ltd\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 TestErrorHandler:\n \"\"\"Test train visual api.\"\"\"\n\n @patch.object(ScalarsProcessor, 'get_metadata_list')\n def test_handle_http_exception_error_not_found(self, mock_scalar_processor, client):\n \"\"\"Test handle http exception error not found.\"\"\"\n scalars_processor.logger = MockLogger\n text = 'Test Message'\n\n # NotFound\n def get_metadata_list(train_ids, tag):\n raise NotFound(\"%s\" % text)\n\n mock_scalar_processor.side_effect = get_metadata_list\n\n test_train_ids = \"aa\"\n test_tag = \"bb\"\n params = dict(train_ids=test_train_ids, tag=test_tag)\n url = get_url(TRAIN_ROUTES['scalar_metadata'], params)\n response = client.get(url)\n\n assert response.status_code == 404\n response = response.get_json()\n assert response['error_code'] == '50545001'\n assert response['error_msg'] == '404 Not Found.'\n\n @patch.object(ScalarsProcessor, 'get_metadata_list')\n def test_handle_http_exception_error_method_not_allowed(self, mock_scalar_processor, client):\n \"\"\"Test handling http exception error method not allowed.\"\"\"\n scalars_processor.logger = MockLogger\n text = 'Test Message'\n\n # MethodNotAllowed\n def get_metadata_list(train_ids, tag):\n raise MethodNotAllowed(\"%s\" % text)\n\n mock_scalar_processor.side_effect = get_metadata_list\n\n test_train_ids = \"aa\"\n test_tag = \"bb\"\n params = dict(train_ids=test_train_ids, tag=test_tag)\n url = get_url(TRAIN_ROUTES['scalar_metadata'], params)\n response = client.get(url)\n\n assert response.status_code == 405\n response = response.get_json()\n assert response['error_code'] == '50545002'\n assert response['error_msg'] == '405 Method Not Allowed.'\n\n @patch.object(ScalarsProcessor, 'get_metadata_list')\n def test_handle_http_exception_error_method_other_errors(self, mock_scalar_processor, client):\n \"\"\"Test handling http exception error method other errors.\"\"\"\n scalars_processor.logger = MockLogger\n text = 'Test Message'\n\n # Other errors\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: test_handle_http_exception_error_not_found, get_metadata_list, test_handle_http_exception_error_method_not_allowed, get_metadata_list, test_handle_http_exception_error_method_other_errors\n Classes: TestErrorHandler\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e68c5bbc6721a5ef393bdd04f567f863f9c93e3b
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*-
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
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beginner
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ui
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error_detection
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Pythoncode:Python
| 0
| 0
| 23
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
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HARD_CUT
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CRITICAL
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e68c634de73f166e370b403383fc377943dc8b21
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: class Model_HeadPose: ''' Class for the Head Pose Estimation Model. ''' def __init__(self, model_name, device='CPU', extensions=None): self.model_weights = model_name+'.bin' self.model_structure = model_name+'.xml' self.device = device self.extensions = extensions # self.check_model() # try: # self.input_name = next(iter(self.model.inputs)) # self.input_shape = self.model.inputs[self.input_name].shape # self.output_name = next(iter(self.model.outputs)) # self.output_shape = self.model.outputs[self.output_name].shape # print('Initialise.. completed.') # except Exception as e: # raise ValueError('Something is wrong with input and output values..') def load_model(self): ''' This method is for loading the model to the device specified by the user. If your model requires any Plugins, this is where you can load them. ''' try: print('Model is loading...') self.core = IECore() self.net = self.core.read_network(model=self.model_structure,weights=self.model_weights) supported = self.core.query_network(self.net, self.device) not_supported = [layer for layer in self.net.layers.keys() if layer not in supported] if len(not_supported) != 0 and self.device == 'CPU': print('Unsuported', not_supported) if not self.extensions == None: print('***Quick fix.\n ~CPU Extension added') self.core
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 2 • Block at line 11 has no indented body Fixes: • Complete the expression on the last line • Add closing quote at line 2 • Review code syntax
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advanced
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database
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syntax_repair
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Pythoncode:Python
| 2
| 1
| 1,624
| false
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nclass Model_HeadPose:\n '''\n Class for the Head Pose Estimation Model.\n '''\n def __init__(self, model_name, device='CPU', extensions=None):\n self.model_weights = model_name+'.bin'\n self.model_structure = model_name+'.xml'\n self.device = device\n self.extensions = extensions\n# self.check_model()\n# try:\n# self.input_name = next(iter(self.model.inputs))\n# self.input_shape = self.model.inputs[self.input_name].shape\n# self.output_name = next(iter(self.model.outputs))\n# self.output_shape = self.model.outputs[self.output_name].shape\n# print('Initialise.. completed.')\n# except Exception as e:\n# raise ValueError('Something is wrong with input and output values..')\n\n def load_model(self):\n '''\n This method is for loading the model to the device specified by the user.\n If your model requires any Plugins, this is where you can load them.\n '''\n try:\n print('Model is loading...')\n self.core = IECore()\n self.net = self.core.read_network(model=self.model_structure,weights=self.model_weights)\n supported = self.core.query_network(self.net, self.device)\n not_supported = [layer for layer in self.net.layers.keys() if layer not in supported]\n if len(not_supported) != 0 and self.device == 'CPU':\n print('Unsuported', not_supported)\n if not self.extensions == None:\n print('***Quick fix.\\n ~CPU Extension added')\n self.core"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 2\n \u2022 Block at line 11 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 2\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
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CRITICAL
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e68dece75266882db686c493e81051a931627936
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: NAMES_SAML2_PROTOCOL = "urn:oasis:names:tc:SAML:2.0:protocol" NAMES_SAML2_ASSERTION = "urn:oasis:names:tc:SAML:2.0:assertion" NAMEID_FORMAT_UNSPECIFIED = "urn:oasis:names:tc:SAML:1.1:nameid-format:unspecified" BINDINGS_HTTP_POST = "urn:oasis:names:tc:SAML:2.0:bindings:HTTP-POST" DATE_TIME_FORMAT = "%Y-%m-%dT%H:%M:%SZ" DATE_TIME_FORMAT_FRACTIONAL = "%Y-%m-%dT%H:%M:%S.%fZ"
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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testing
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refactoring
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Pythoncode:Python
| 0
| 0
| 374
| false
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nNAMES_SAML2_PROTOCOL = \"urn:oasis:names:tc:SAML:2.0:protocol\"\nNAMES_SAML2_ASSERTION = \"urn:oasis:names:tc:SAML:2.0:assertion\"\nNAMEID_FORMAT_UNSPECIFIED = \"urn:oasis:names:tc:SAML:1.1:nameid-format:unspecified\"\nBINDINGS_HTTP_POST = \"urn:oasis:names:tc:SAML:2.0:bindings:HTTP-POST\"\nDATE_TIME_FORMAT = \"%Y-%m-%dT%H:%M:%SZ\"\nDATE_TIME_FORMAT_FRACTIONAL = \"%Y-%m-%dT%H:%M:%S.%fZ\""}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e691c0247838523436befe1e1ccaf96b1e1135db
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import math def square(n): tmp=round(math.sqrt(n)) if tmp*tmp==n: return False else: return True def semprime(n): ch = 0 if square(n)==False: return False for i in range(2, int(math.sqrt(n)) + 1): while n%i==0: n//=i ch+=1 if ch >= 2: break if(n > 1): ch += 1 return ch == 2 def check(n): if semprime(n) == True: return True else: return False for _ in range(int(input())): n=int(input()) flag=0 for i in range(2,n//2+1): if check(i)==True and check(n-i)==True: #print(i,n-i,square(i),square(n-i),"Yes") print("YES") flag=1 break if flag==0: #print(i,n-i,square(i),square(n-i),"No") print("NO")
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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general
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refactoring
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Pythoncode:Python
| 3
| 0
| 833
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport math\ndef square(n):\n tmp=round(math.sqrt(n))\n if tmp*tmp==n:\n return False\n else:\n return True\ndef semprime(n): \n ch = 0\n if square(n)==False:\n return False\n for i in range(2, int(math.sqrt(n)) + 1): \n while n%i==0: \n n//=i \n ch+=1\n if ch >= 2: \n break\n if(n > 1): \n ch += 1\n return ch == 2\ndef check(n): \n if semprime(n) == True: \n return True\n else: \n return False\nfor _ in range(int(input())):\n n=int(input())\n flag=0\n for i in range(2,n//2+1):\n if check(i)==True and check(n-i)==True:\n #print(i,n-i,square(i),square(n-i),\"Yes\")\n print(\"YES\")\n flag=1\n break\n if flag==0:\n #print(i,n-i,square(i),square(n-i),\"No\")\n print(\"NO\")"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e692205969e07efd17736b63f7c1d2bf34e22ac0
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: from setuptools import find_packages, setup setup( name='src', packages=find_packages(), version='0.1.0', description='This repository hosts some work-in-progress experiments applying deep learning to predict age using tractometry data.', author='Joanna Qiao', license='BSD-3', )
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Code Review: ⚠️ Code quality: Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 ✨ Improvements: Line 7 too long (136 chars) - break into multiple lines
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intermediate
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data_processing
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code_review
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Pythoncode:Python
| 0
| 0
| 305
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom setuptools import find_packages, setup\n\nsetup(\n name='src',\n packages=find_packages(),\n version='0.1.0',\n description='This repository hosts some work-in-progress experiments applying deep learning to predict age using tractometry data.',\n author='Joanna Qiao',\n license='BSD-3',\n)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n\n\u2728 Improvements:\n Line 7 too long (136 chars) - break into multiple lines"}]
| false
| null | null | null |
e692cff5589dc59f4785c76fbfa11c53ff5a1d4e
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python3 import argparse import os import random import requests import sys import tempfile import uuid from libs import colorprint from libs.cli import run_command def exit_with_error(error_text): colorprint.error(error_text) sys.exit(1) def get_default_image(distro): if distro.lower() == "rhel": return "images:centos/7/amd64" else: return "ubuntu:16.04" def is_swiftstack_hosted_image(base_image): return base_image.lower().startswith(SWIFTSTACK_IMAGES_PREFIX) def get_image_manifest(swift_container_name): manifest_obj_url = "{}/{}/{}".format(SWIFTSTACK_IMAGES_BASE_URL, swift_container_name, IMAGE_MANIFEST_OBJECT_NAME) try: r = requests.get(manifest_obj_url) r.raise_for_status() return r.json() except Exception as e: raise Exception("Could not download container image manifest from '{}'." "\n{}".format(manifest_obj_url, e)) def is_image_already_imported(fingerprint): try: run_command("lxc image info {} >/dev/null 2>&1".format(fingerprint), shell=True) except Exception: return False return True
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def delete_image_with_alias(alias): try: run_command("lxc image delete {}".format(alias)) except Exception: pass def download_unified_image_file(manifest): tarball_url = "{}/{}".format(SWIFTSTACK_IMAGES_BASE_URL, manifest["tarball-object"]) try: r = requests.get(tarball_url, stream=True) r.raise_for_status() with tempfile.NamedTemporaryFile(delete=False) as f: file_path = f.name for chunk in r.iter_content(chunk_size=1024): if chunk: # filter out keep-alive new chunks f.write(chunk) except Exception as e: print("Could not download file from '{}': {}".format(tarball_url, e)) return file_path def import_unified_image(manifest, alias): tarball_path = download_unified_image_file(manifest) # There might be an older image with the same alias delete_image_with_alias(alias) run_command("lxc image import {} --alias {}".format(tarball_path, alias)) os.unlink(tarball_path) ... [4 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
| 8
| 0
| 2,386
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport argparse\nimport os\nimport random\nimport requests\nimport sys\nimport tempfile\nimport uuid\n\nfrom libs import colorprint\nfrom libs.cli import run_command\n\ndef exit_with_error(error_text):\n colorprint.error(error_text)\n sys.exit(1)\n\n\ndef get_default_image(distro):\n if distro.lower() == \"rhel\":\n return \"images:centos/7/amd64\"\n else:\n return \"ubuntu:16.04\"\n\n\ndef is_swiftstack_hosted_image(base_image):\n return base_image.lower().startswith(SWIFTSTACK_IMAGES_PREFIX)\n\n\ndef get_image_manifest(swift_container_name):\n manifest_obj_url = \"{}/{}/{}\".format(SWIFTSTACK_IMAGES_BASE_URL,\n swift_container_name,\n IMAGE_MANIFEST_OBJECT_NAME)\n\n try:\n r = requests.get(manifest_obj_url)\n r.raise_for_status()\n return r.json()\n except Exception as e:\n raise Exception(\"Could not download container image manifest from '{}'.\"\n \"\\n{}\".format(manifest_obj_url, e))\n\n\ndef is_image_already_imported(fingerprint):\n try:\n run_command(\"lxc image info {} >/dev/null 2>&1\".format(fingerprint),\n shell=True)\n except Exception:\n return False\n return True"}, {"role": "assistant", "content": "\ndef delete_image_with_alias(alias):\n try:\n run_command(\"lxc image delete {}\".format(alias))\n except Exception:\n pass\n\n\ndef download_unified_image_file(manifest):\n tarball_url = \"{}/{}\".format(SWIFTSTACK_IMAGES_BASE_URL,\n manifest[\"tarball-object\"])\n\n try:\n r = requests.get(tarball_url, stream=True)\n r.raise_for_status()\n with tempfile.NamedTemporaryFile(delete=False) as f:\n file_path = f.name\n for chunk in r.iter_content(chunk_size=1024):\n if chunk: # filter out keep-alive new chunks\n f.write(chunk)\n except Exception as e:\n print(\"Could not download file from '{}': {}\".format(tarball_url, e))\n\n return file_path\n\n\ndef import_unified_image(manifest, alias):\n tarball_path = download_unified_image_file(manifest)\n # There might be an older image with the same alias\n delete_image_with_alias(alias)\n run_command(\"lxc image import {} --alias {}\".format(tarball_path, alias))\n os.unlink(tarball_path)\n\n\n\n ... [4 more functiondefs truncated] ..."}]
| false
| null | null | null |
e692fc94ab5c1ffa86ca1f2d1e72224d55aaebca
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: """Criar uma função que retorne min e max de uma sequência numérica aleatória. Só pode usar if, comparações, recursão e funções que sejam de sua autoria. Se quiser usar laços também pode. Deve informar via docstring qual é a complexidade de tempo e espaço da sua solução """ from math import inf def minimo_e_maximo(sequencia_numerica): ''' Retorna o minimo e o maximo de uma sequência numérica aleatória. Complexidade: execução: O(n) espaço: O(3) ''' maximo = -inf # 1 minimo = +inf # 1 for elem in sequencia_numerica: # 1 if elem > maximo: # 2 maximo = elem # 1 if elem < minimo: # 2 minimo = elem # 2 return minimo, maximo # 1 def recursivo_minmax(sequencia_numerica): def r_minimo(sequencia): primeiro = sequencia[0] if len(sequencia) == 1: return primeiro else: menor = r_minimo(sequencia[1:]) return menor if menor < primeiro else primeiro def r_maximo(sequencia): primeiro = sequencia[0] if len(sequencia) == 1: return primeiro else: maior = r_maximo(sequencia[1:]) return maior if maior > primeiro else primeiro return r_minimo(sequencia_numerica), r_maximo(sequencia_numerica) def recursivo_minmax_1x(sequencia_numerica): primeiro = sequencia_numerica[0] if len(sequencia_numerica) == 1: return primeiro, primeiro else: return # print(minimo_e_maximo([1, 2, 3, 4])) # print(minimo_e_maximo([1, 3, 10, 12, 44, 2, 24, 25])) # print(minimo_e_maximo([88, 66, 10, 2, 8])) print(recursivo_minmax([1, 2, 3, 4]))
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 Block at line 35 has no indented body ⚠️ Warnings: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 25 Unexpected indentation at line 28 💡 Suggestions: Add closing quote at line 1 Remove debug print() at line 70 before production
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intermediate
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database
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debugging
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Pythoncode:Python
| 5
| 0
| 1,687
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"Criar uma fun\u00e7\u00e3o que retorne min e max de uma sequ\u00eancia num\u00e9rica\naleat\u00f3ria.\n\nS\u00f3 pode usar if, compara\u00e7\u00f5es, recurs\u00e3o e fun\u00e7\u00f5es que sejam de sua\nautoria.\n\nSe quiser usar la\u00e7os tamb\u00e9m pode.\n\nDeve informar via docstring qual \u00e9 a complexidade de tempo e espa\u00e7o da\nsua solu\u00e7\u00e3o\n\"\"\"\n\nfrom math import inf\n\n\ndef minimo_e_maximo(sequencia_numerica):\n ''' Retorna o minimo e o maximo de uma sequ\u00eancia num\u00e9rica aleat\u00f3ria.\n\n Complexidade:\n execu\u00e7\u00e3o: O(n)\n espa\u00e7o: O(3)\n '''\n\n maximo = -inf # 1\n minimo = +inf # 1\n\n for elem in sequencia_numerica: # 1\n if elem > maximo: # 2\n maximo = elem # 1\n if elem < minimo: # 2\n minimo = elem # 2\n return minimo, maximo # 1\n\n\ndef recursivo_minmax(sequencia_numerica):\n\n def r_minimo(sequencia):\n primeiro = sequencia[0]\n\n if len(sequencia) == 1:\n return primeiro\n else:\n menor = r_minimo(sequencia[1:])\n return menor if menor < primeiro else primeiro\n\n def r_maximo(sequencia):\n primeiro = sequencia[0]\n\n if len(sequencia) == 1:\n return primeiro\n else:\n maior = r_maximo(sequencia[1:])\n return maior if maior > primeiro else primeiro\n\n return r_minimo(sequencia_numerica), r_maximo(sequencia_numerica)\n\n\ndef recursivo_minmax_1x(sequencia_numerica):\n primeiro = sequencia_numerica[0]\n if len(sequencia_numerica) == 1:\n return primeiro, primeiro\n else:\n return\n\n# print(minimo_e_maximo([1, 2, 3, 4]))\n# print(minimo_e_maximo([1, 3, 10, 12, 44, 2, 24, 25]))\n# print(minimo_e_maximo([88, 66, 10, 2, 8]))\n\n\nprint(recursivo_minmax([1, 2, 3, 4]))"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 1\n Block at line 35 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n Unexpected indentation at line 28\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1\n Remove debug print() at line 70 before production"}]
| false
| null | null | null |
e693812c79b01a653cf7ed97ebf4b0c9deae4584
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import dash_bootstrap_components as dbc import dash_html_components as html DBC_DOCS = ( "https://dash-bootstrap-components.opensource.faculty.ai/docs/components/" ) def make_subheading(label, link): slug = label.replace(" ", "") heading = html.H2( html.Span( [ label, html.A( html.I(className="fas fa-book fa-xs ml-2"), href=f"{DBC_DOCS}{link}", target="_blank", id=f"tooltip_target_{slug}", ), ], ), ) return html.Div( [ heading, dbc.Tooltip( f"See {label} documentation", target=f"tooltip_target_{slug}" ), ], className="mt-3", )
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 5 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15
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intermediate
|
api
|
debugging
|
Pythoncode:Python
| 1
| 0
| 806
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport dash_bootstrap_components as dbc\nimport dash_html_components as html\n\nDBC_DOCS = (\n \"https://dash-bootstrap-components.opensource.faculty.ai/docs/components/\"\n)\n\n\ndef make_subheading(label, link):\n slug = label.replace(\" \", \"\")\n\n heading = html.H2(\n html.Span(\n [\n label,\n html.A(\n html.I(className=\"fas fa-book fa-xs ml-2\"),\n href=f\"{DBC_DOCS}{link}\",\n target=\"_blank\",\n id=f\"tooltip_target_{slug}\",\n ),\n ],\n ),\n )\n\n return html.Div(\n [\n heading,\n dbc.Tooltip(\n f\"See {label} documentation\", target=f\"tooltip_target_{slug}\"\n ),\n ],\n className=\"mt-3\",\n )"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15"}]
| false
| null | null | null |
e693c2c06b451b4433b40c8836d35627ae32d7b5
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: ''' The visualization class provides an easy access to some of the visdom functionalities Accept as input a number that will be ploted over time or an image of type np.ndarray ''' from visdom import Visdom import numpy as np import numbers class VisdomLogger: items_iterator = {} items_to_visualize = {} windows = {} vis = Visdom() def check_availability(vis): # check if the Visdom server is running. only once. is_done = vis.text('visdom check') if is_done is False: raise RuntimeError('Visdom server is not running. Run the server first: python -m visdom.server') else: ... code continues ...
|
Completion: Missing: If statement incomplete - else clause truncated To complete: • Complete if-else statement Example continuation: print('Visdom available at: %s:%s' % (vis.server, vis.port)) vis.close() # close visdom check check_availability(vis) @classmethod
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advanced
|
database
|
incomplete_code
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Pythoncode:Python
| 4
| 1
| 640
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n'''\nThe visualization class provides an easy access to some of the visdom functionalities\nAccept as input a number that will be ploted over time or an image of type np.ndarray\n'''\n\nfrom visdom import Visdom\nimport numpy as np\nimport numbers\n\n\nclass VisdomLogger:\n items_iterator = {}\n items_to_visualize = {}\n windows = {}\n vis = Visdom()\n\n def check_availability(vis):\n # check if the Visdom server is running. only once.\n is_done = vis.text('visdom check')\n if is_done is False:\n raise RuntimeError('Visdom server is not running. Run the server first: python -m visdom.server')\n else:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If statement incomplete - else clause truncated\n\n To complete:\n \u2022 Complete if-else statement\n\n Example continuation:\n print('Visdom available at: %s:%s' % (vis.server, vis.port))\n vis.close() # close visdom check\n check_availability(vis)\n\n @classmethod"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
e693c649026985a8de2994906ab2b8b27870d123
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """Analyze condition number of the network.""" import numpy as np import matplotlib.pyplot as plt # import model def _get_sparse_mask(nx, ny, non, complex=False, nOR=50): """Generate a binary mask. The mask will be of size (nx, ny) For all the nx connections to each 1 of the ny units, only non connections are 1. Args: nx: int ny: int non: int, must not be larger than nx Return: mask: numpy array (nx, ny) """ mask = np.zeros((nx, ny)) if not complex: mask[:non] = 1 for i in range(ny): np.random.shuffle(mask[:, i]) # shuffling in-place return mask.astype(np.float32) def _get_cond(q, n_orn, n_pn, n_kc, n_kc_claw): M = np.random.rand(n_orn, n_pn) M_new = M * (1-q) + np.eye(n_orn) * q # J = np.random.rand(N_PN, N_KC) / np.sqrt(N_PN + N_KC) # J = np.random.randn(N_PN, N_KC) / np.sqrt(N_PN + N_KC) J = np.random.rand(n_pn, n_kc) mask = _get_sparse_mask(n_pn, n_kc, n_kc_claw) / n_kc_claw J = J * mask K = np.dot(M_new, J) # cond = np.linalg.cond(K) cond = np.linalg.norm(np.linalg.pinv(K)) * np.linalg.norm(K) return cond def get_logcond(q=1, n_orn=50, n_pn=50, n_kc=2500, n_kc_claw=7, n_rep= Error: SyntaxError / EOF
|
Fixed Code: """Analyze condition number of the network.""" import numpy as np import matplotlib.pyplot as plt # import model def _get_sparse_mask(nx, ny, non, complex=False, nOR=50): """Generate a binary mask. The mask will be of size (nx, ny) For all the nx connections to each 1 of the ny units, only non connections are 1. Args: nx: int ny: int non: int, must not be larger than nx Return: mask: numpy array (nx, ny) Explanation: Complete the truncated code structure
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intermediate
|
database
|
error_fixing
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Pythoncode:Python
| 5
| 0
| 1,259
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"Analyze condition number of the network.\"\"\"\n\nimport numpy as np\nimport matplotlib.pyplot as plt\n\n# import model\n\ndef _get_sparse_mask(nx, ny, non, complex=False, nOR=50):\n \"\"\"Generate a binary mask.\n\n The mask will be of size (nx, ny)\n For all the nx connections to each 1 of the ny units, only non connections are 1.\n\n Args:\n nx: int\n ny: int\n non: int, must not be larger than nx\n\n Return:\n mask: numpy array (nx, ny)\n \"\"\"\n mask = np.zeros((nx, ny))\n\n if not complex:\n mask[:non] = 1\n for i in range(ny):\n np.random.shuffle(mask[:, i]) # shuffling in-place\n return mask.astype(np.float32)\n\ndef _get_cond(q, n_orn, n_pn, n_kc, n_kc_claw):\n M = np.random.rand(n_orn, n_pn)\n M_new = M * (1-q) + np.eye(n_orn) * q\n \n # J = np.random.rand(N_PN, N_KC) / np.sqrt(N_PN + N_KC)\n # J = np.random.randn(N_PN, N_KC) / np.sqrt(N_PN + N_KC)\n J = np.random.rand(n_pn, n_kc)\n mask = _get_sparse_mask(n_pn, n_kc, n_kc_claw) / n_kc_claw\n J = J * mask\n\n K = np.dot(M_new, J)\n \n # cond = np.linalg.cond(K)\n\n cond = np.linalg.norm(np.linalg.pinv(K)) * np.linalg.norm(K)\n return cond\n\n\ndef get_logcond(q=1, n_orn=50, n_pn=50, n_kc=2500, n_kc_claw=7, n_rep=\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"Analyze condition number of the network.\"\"\"\n\nimport numpy as np\nimport matplotlib.pyplot as plt\n\n# import model\n\ndef _get_sparse_mask(nx, ny, non, complex=False, nOR=50):\n \"\"\"Generate a binary mask.\n\n The mask will be of size (nx, ny)\n For all the nx connections to each 1 of the ny units, only non connections are 1.\n\n Args:\n nx: int\n ny: int\n non: int, must not be larger than nx\n\n Return:\n mask: numpy array (nx, ny)\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6957e411e3b025a67a76d0f0a74f5d86329bb6f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from rest_framework.authtoken.models import Token from rest_framework import serializers from applications.placement_cell.models import (Achievement, Course, Education, Experience, Has, Patent, Project, Publication, Skill, PlacementStatus, NotifyStudent) class SkillSerializer(serializers.ModelSerializer): class Meta: model = Skill fields = ('__all__') class HasSerializer(serializers.ModelSerializer): skill_id = SkillSerializer() class Meta: model = Has fields = ('skill_id','skill_rating') def create(self, validated_data): skill = validated_data.pop('skill_id') skill_id, created = Skill.objects.get_or_create(**skill) try: has_obj = Has.objects.create(skill_id=skill_id,**validated_data) except: raise serializers.ValidationError({'skill': 'This skill is already present'}) return has_obj class EducationSerializer(serializers.ModelSerializer): class Meta: model = Education fields = ('__all__') class CourseSerializer(serializers.ModelSerializer): class Meta: model = Course fields = ('__all__') class ExperienceSerializer(serializers.ModelSerializer): class Meta: model = Experience fields = ('__all__') class ProjectSerializer(serializers.ModelSerializer): class Meta: model = Project fields = ('__all__') class AchievementSerializer(serializers.ModelSerializer): class Meta: model = Achievement fields = ('__all__') class PublicationSerializer(serializers.ModelSerializer): class Meta: model = Publication fields = ('__all__') class PatentSerializer(serializers.ModelSerializer): class Meta: model = Patent fields = ('__all__') class NotifyStudentSerializer(serializers.ModelSerializer): class Meta: model = NotifyStudent fields = ('__all__') class PlacementStatusSerializer(serializers.ModelSerializer): notify_id = NotifyStudentSerializer() class Meta: model = PlacementStatus fields = ('notify_id', 'invitation', 'placed', 'timestamp', 'no_of_days')
|
Functions: create Classes: SkillSerializer, Meta, HasSerializer This code demonstrates Pythoncode:Python programming.
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advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 1
| 22
| 2,327
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom rest_framework.authtoken.models import Token\nfrom rest_framework import serializers\n\nfrom applications.placement_cell.models import (Achievement, Course, Education,\n Experience, Has, Patent,\n Project, Publication, Skill,\n PlacementStatus, NotifyStudent)\n\nclass SkillSerializer(serializers.ModelSerializer):\n\n class Meta:\n model = Skill\n fields = ('__all__')\n\nclass HasSerializer(serializers.ModelSerializer):\n skill_id = SkillSerializer()\n\n class Meta:\n model = Has\n fields = ('skill_id','skill_rating')\n\n def create(self, validated_data):\n skill = validated_data.pop('skill_id')\n skill_id, created = Skill.objects.get_or_create(**skill)\n try:\n has_obj = Has.objects.create(skill_id=skill_id,**validated_data)\n except:\n raise serializers.ValidationError({'skill': 'This skill is already present'})\n return has_obj\n\nclass EducationSerializer(serializers.ModelSerializer):\n\n class Meta:\n model = Education\n fields = ('__all__')\n\nclass CourseSerializer(serializers.ModelSerializer):\n\n class Meta:\n model = Course\n fields = ('__all__')\n\nclass ExperienceSerializer(serializers.ModelSerializer):\n\n class Meta:\n model = Experience\n fields = ('__all__')\n\nclass ProjectSerializer(serializers.ModelSerializer):\n\n class Meta:\n model = Project\n fields = ('__all__')\n\nclass AchievementSerializer(serializers.ModelSerializer):\n\n class Meta:\n model = Achievement\n fields = ('__all__')\n\nclass PublicationSerializer(serializers.ModelSerializer):\n\n class Meta:\n model = Publication\n fields = ('__all__')\n\nclass PatentSerializer(serializers.ModelSerializer):\n\n class Meta:\n model = Patent\n fields = ('__all__')\n\nclass NotifyStudentSerializer(serializers.ModelSerializer):\n\n class Meta:\n model = NotifyStudent\n fields = ('__all__')\n\nclass PlacementStatusSerializer(serializers.ModelSerializer):\n notify_id = NotifyStudentSerializer()\n\n class Meta:\n model = PlacementStatus\n fields = ('notify_id', 'invitation', 'placed', 'timestamp', 'no_of_days')"}, {"role": "assistant", "content": " Functions: create\n Classes: SkillSerializer, Meta, HasSerializer\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6960adb05d4b964e50fe6cceef1e01091d1811d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import factory from concat_col_app.models import Color, Apple class ColorFactory(factory.django.DjangoModelFactory):
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 6 has no body - expected indented block • IndentationError at line 6 Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 4
| 119
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport factory\n\nfrom concat_col_app.models import Color, Apple\n\n\nclass ColorFactory(factory.django.DjangoModelFactory):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 6 has no body - expected indented block\n \u2022 IndentationError at line 6\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6973c5ea944d5bc8b7dc232052cd5073acf79bf
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from pathlib import Path from typing import Dict from errors.common.exception import DppError class DppArgparseError(DppError): pass class DppArgparseTaxonomyNotFoundError(DppArgparseError): def __init__(self, taxonomy_name: str): super().__init__(f"taxonomy '{taxonomy_name}' does not exist") self.taxonomy_name: str = taxonomy_name class DppArgparseNotProjectDirectory(DppArgparseError): def __init__(self, path: Path): super().__init__(f"directory '{str(path)}' is not a defect taxonomy project") self.path: Path = path class DppArgparseDefectIndexError(DppArgparseError): def __init__(self, index: int): super().__init__(f"invalid index '{index}' of defects") self.index: int = index class DppArgparseFileNotFoundError(DppArgparseError, FileNotFoundError): def __init__(self, path: str): super().__init__() self.path: str = path class DppArgparseInvalidEnvironment(DppArgparseError): def __init__(self, value: str): super().__init__( f"invalid environment variable format '{value}' (should be KEY=VALUE)" ) self.value: str = value class DppArgparseInvalidConfigError(DppArgparseError): def __init__(self): super().__init__() class DppArgparseConfigCorruptedError(DppArgparseError): def __init__(self, data: Dict): super().__init__(f"config is corrupted: {data}") self.data = data class DppArgparseInvalidCaseExpressionError(DppArgparseError): def __init__(self, index: int, name: str, cases: int, expr: str): super().__init__( f"Defect#{index} of {name} has {cases} test cases, but expression was: {expr}" ) self.index: int = index self.name: str = name self.cases: int = cases self.expr: str = expr
|
Functions: __init__, __init__, __init__, __init__, __init__ Classes: DppArgparseError, DppArgparseTaxonomyNotFoundError, DppArgparseNotProjectDirectory This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 8
| 9
| 1,843
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom pathlib import Path\nfrom typing import Dict\n\nfrom errors.common.exception import DppError\n\n\nclass DppArgparseError(DppError):\n pass\n\n\nclass DppArgparseTaxonomyNotFoundError(DppArgparseError):\n def __init__(self, taxonomy_name: str):\n super().__init__(f\"taxonomy '{taxonomy_name}' does not exist\")\n self.taxonomy_name: str = taxonomy_name\n\n\nclass DppArgparseNotProjectDirectory(DppArgparseError):\n def __init__(self, path: Path):\n super().__init__(f\"directory '{str(path)}' is not a defect taxonomy project\")\n self.path: Path = path\n\n\nclass DppArgparseDefectIndexError(DppArgparseError):\n def __init__(self, index: int):\n super().__init__(f\"invalid index '{index}' of defects\")\n self.index: int = index\n\n\nclass DppArgparseFileNotFoundError(DppArgparseError, FileNotFoundError):\n def __init__(self, path: str):\n super().__init__()\n self.path: str = path\n\n\nclass DppArgparseInvalidEnvironment(DppArgparseError):\n def __init__(self, value: str):\n super().__init__(\n f\"invalid environment variable format '{value}' (should be KEY=VALUE)\"\n )\n self.value: str = value\n\n\nclass DppArgparseInvalidConfigError(DppArgparseError):\n def __init__(self):\n super().__init__()\n\n\nclass DppArgparseConfigCorruptedError(DppArgparseError):\n def __init__(self, data: Dict):\n super().__init__(f\"config is corrupted: {data}\")\n self.data = data\n\n\nclass DppArgparseInvalidCaseExpressionError(DppArgparseError):\n def __init__(self, index: int, name: str, cases: int, expr: str):\n super().__init__(\n f\"Defect#{index} of {name} has {cases} test cases, but expression was: {expr}\"\n )\n self.index: int = index\n self.name: str = name\n self.cases: int = cases\n self.expr: str = expr"}, {"role": "assistant", "content": " Functions: __init__, __init__, __init__, __init__, __init__\n Classes: DppArgparseError, DppArgparseTaxonomyNotFoundError, DppArgparseNotProjectDirectory\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e698cce58860b9d7c8249a1734c7596543b84bc7
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from .utility import * from .tricks import * from .tensorlog import * from .self_op import *
|
from .resume import * from .optims import * from .metric import *
|
beginner
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 161
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\n\nfrom .utility import *\nfrom .tricks import *\nfrom .tensorlog import *\nfrom .self_op import *"}, {"role": "assistant", "content": "\nfrom .resume import *\nfrom .optims import *\nfrom .metric import *"}]
| false
| null | null | null |
e6990f7310e89eaf51795fa05ea2ca52396ff9f9
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """ Copyright (C) 2018-2021 Intel Corporation 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 numpy as np from extensions.ops.range import Range from mo.front.extractor import FrontExtractorOp from mo.front.mxnet.extractors.utils import get_mxnet_layer_attrs from mo.graph.graph import Node class ArangeExt(FrontExtractorOp): op = '_arange' enabled = True @classmethod def extract(cls, node: Node): attrs = get_mxnet_layer_attrs(node.symbol_dict) Range.update_node_stat(node, 'start': attrs.int('start', 0), 'stop': attrs.int('stop', 0), 'repeat': attrs.int('repeat', 1), 'step': attrs.float('step', 1), 'dtype': np.dtype(attrs.str('dtype ', 'float32')) }) return cls.enabled Error: SyntaxError: unmatched brackets
|
Fixed Code: """ Copyright (C) 2018-2021 Intel Corporation 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 numpy as np from extensions.ops.range import Range from mo.front.extractor import FrontExtractorOp Explanation: Add missing '{' bracket at line 32
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advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 1,289
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\n Copyright (C) 2018-2021 Intel Corporation\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\nimport numpy as np\n\nfrom extensions.ops.range import Range\nfrom mo.front.extractor import FrontExtractorOp\nfrom mo.front.mxnet.extractors.utils import get_mxnet_layer_attrs\nfrom mo.graph.graph import Node\n\n\nclass ArangeExt(FrontExtractorOp):\n op = '_arange'\n enabled = True\n\n @classmethod\n def extract(cls, node: Node):\n attrs = get_mxnet_layer_attrs(node.symbol_dict)\n Range.update_node_stat(node, \n 'start': attrs.int('start', 0),\n 'stop': attrs.int('stop', 0),\n 'repeat': attrs.int('repeat', 1),\n 'step': attrs.float('step', 1),\n 'dtype': np.dtype(attrs.str('dtype ', 'float32'))\n })\n return cls.enabled\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\n Copyright (C) 2018-2021 Intel Corporation\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\nimport numpy as np\n\nfrom extensions.ops.range import Range\nfrom mo.front.extractor import FrontExtractorOp\n\n Explanation: Add missing '{' bracket at line 32"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e69960fc13118fa865fc6b90dfac61ac3e974383
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import cv2 from PIL import Image import argparse from pathlib import Path from multiprocessing import Process, Pipe,Value,Array import torch from config import get_config from mtcnn import MTCNN from Learner_trans_tf import face_learner from utils import load_facebank, draw_box_name, prepare_facebank, save_label_score, label_binarize from sklearn.metrics import roc_curve, auc, precision_recall_curve, average_precision_score
|
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
| 428
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport cv2\nfrom PIL import Image\nimport argparse\nfrom pathlib import Path\nfrom multiprocessing import Process, Pipe,Value,Array\nimport torch\nfrom config import get_config\nfrom mtcnn import MTCNN\nfrom Learner_trans_tf import face_learner\nfrom utils import load_facebank, draw_box_name, prepare_facebank, save_label_score, label_binarize\n\nfrom sklearn.metrics import roc_curve, auc, precision_recall_curve, average_precision_score"}, {"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
|
e69993a645167fee1fbafcf116e0729c914350fa
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import time class TryClass: value = 1 valu = 2 val = 3 va = 4 v = 5 def __init__(self, value=4): print("Created TryClass :", self) self.value = value def metod1(self, value, val2=""): self.value += value print(f"\t>>> metod 1, add: {value}, now value : {self.value}, val2: {val2}") time.sleep(2) return self.value @classmethod def metod2(cls, value, val2=""): cls.value = 2 print(f"\t>>> metod 2, add: {value}, now value : {cls.value}, val2: {val2}") return cls.value @staticmethod def metod3(value, val2=""): TryClass.value += value print(f"\t>>> metod 3, add: {value}, now value : {TryClass.value}, val2: {val2}") return TryClass.value def event_call(other_arg, kwarg="-", result=None): """Call this metod, on returned result""" print(f"Bind Result, {result}\n"*10) print("other_arg", other_arg) print("kwarg", kwarg) if __name__ == "__main__": try: from dirio import Dirio except: from ..dirio import Dirio dr_cls = Dirio(target=TryClass, args=(888,), kwargs={}, worker=False) print("Starting values :", dr_cls.value, dr_cls) print("\n"*2) print("Wait 1 sec for your reply. metod 1 :", dr_cls.metod1(5, val2="1", dr_wait=1)) print("Wait until the reply comes. metod 1 :", dr_cls.metod1(5, val2="1", dr_wait=-1)) code0 = dr_cls.metod1(5, val2="1", dr_code=True) print("Metod 1, call, via bind to func", dr_cls.dr_bind(code0, event_call, args=("OtHeR aRg", ), kwargs={"kwarg": "KwArG"})) while True: # dr_cls.dr_binds_check() print("Run the method and give us the response reading code : dr_code=True") code1 = dr_cls.metod1(5, val2="1", dr_code=True) print("Is there data in the reading code? : dr_code=43534") while not dr_cls.metod1(dr_code=code1): print("We are waiting for the data with this code :", code1) time.sleep(.5) print("Returned metod 1 data :", dr_cls.metod1(dr_code=code1)) print("Methods called this way give the last return value : nothing or dr_code=False") code2 = dr_cls.metod2(10, val2="2", dr_code=True) print("Search by code only :", dr_cls.dr_code(code2, wait=1)) print("Trying metod 2, called and returned :", dr_cls.metod2(10, val2="2", dr_code=False)) print("Trying metod 3, called and returned :", dr_cls.metod3(15, val2="3")) print("\n"*2) time.sleep(3) dr_cls.dr_terminate()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 5
| 1
| 2,603
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport time\n\n\nclass TryClass:\n value = 1\n valu = 2\n val = 3\n va = 4\n v = 5\n\n def __init__(self, value=4):\n print(\"Created TryClass :\", self)\n self.value = value\n\n def metod1(self, value, val2=\"\"):\n self.value += value\n print(f\"\\t>>> metod 1, add: {value}, now value : {self.value}, val2: {val2}\")\n time.sleep(2)\n return self.value\n\n @classmethod\n def metod2(cls, value, val2=\"\"):\n cls.value = 2\n print(f\"\\t>>> metod 2, add: {value}, now value : {cls.value}, val2: {val2}\")\n return cls.value\n\n @staticmethod\n def metod3(value, val2=\"\"):\n TryClass.value += value\n print(f\"\\t>>> metod 3, add: {value}, now value : {TryClass.value}, val2: {val2}\")\n return TryClass.value\n\n\ndef event_call(other_arg, kwarg=\"-\", result=None):\n \"\"\"Call this metod, on returned result\"\"\"\n print(f\"Bind Result, {result}\\n\"*10)\n print(\"other_arg\", other_arg)\n print(\"kwarg\", kwarg)\n\n\nif __name__ == \"__main__\":\n try:\n from dirio import Dirio\n except:\n from ..dirio import Dirio\n\n dr_cls = Dirio(target=TryClass, args=(888,), kwargs={}, worker=False)\n\n print(\"Starting values :\", dr_cls.value, dr_cls)\n print(\"\\n\"*2)\n\n print(\"Wait 1 sec for your reply. metod 1 :\", dr_cls.metod1(5, val2=\"1\", dr_wait=1))\n print(\"Wait until the reply comes. metod 1 :\", dr_cls.metod1(5, val2=\"1\", dr_wait=-1))\n\n code0 = dr_cls.metod1(5, val2=\"1\", dr_code=True)\n print(\"Metod 1, call, via bind to func\", dr_cls.dr_bind(code0, event_call, args=(\"OtHeR aRg\", ), kwargs={\"kwarg\": \"KwArG\"}))\n\n while True:\n #\n dr_cls.dr_binds_check()\n\n print(\"Run the method and give us the response reading code : dr_code=True\")\n code1 = dr_cls.metod1(5, val2=\"1\", dr_code=True)\n\n print(\"Is there data in the reading code? : dr_code=43534\")\n while not dr_cls.metod1(dr_code=code1):\n print(\"We are waiting for the data with this code :\", code1)\n\n time.sleep(.5)\n print(\"Returned metod 1 data :\", dr_cls.metod1(dr_code=code1))\n\n print(\"Methods called this way give the last return value : nothing or dr_code=False\")\n\n code2 = dr_cls.metod2(10, val2=\"2\", dr_code=True)\n print(\"Search by code only :\", dr_cls.dr_code(code2, wait=1))\n\n print(\"Trying metod 2, called and returned :\", dr_cls.metod2(10, val2=\"2\", dr_code=False))\n print(\"Trying metod 3, called and returned :\", dr_cls.metod3(15, val2=\"3\"))\n print(\"\\n\"*2)\n\n time.sleep(3)\n\n dr_cls.dr_terminate()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e699c205aa18e90414c7e2eebb09f229e7cbf13e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright 2017, IBM. # # This source code is licensed under the Apache License, Version 2.0 found in # the LICENSE.txt file in the root directory of this source tree. class BaseBackend(ABC): """Base class for backends.""" @abstractmethod def __init__(self, configuration, provider=None): """Base class for backends. This method should initialize the module and its configuration, and raise an exception if a component of the module is not available. Args: configuration (BackendConfiguration): backend configuration provider (BaseProvider): provider responsible for this backend Raises: FileNotFoundError if backend executable is not available. QiskitError: if there is no name in the configuration """ self._configuration = configuration self._provider = provider @abstractmethod def run(self, qobj): """Run a Qobj on the the backend.""" pass def configuration(self): """Return the backend configuration. Returns: BackendConfiguration: the configuration for the backend. """
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 13 Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 9
| 1
| 1,211
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n# Copyright 2017, IBM.\n#\n# This source code is licensed under the Apache License, Version 2.0 found in\n# the LICENSE.txt file in the root directory of this source tree.\n\nclass BaseBackend(ABC):\n \"\"\"Base class for backends.\"\"\"\n\n @abstractmethod\n def __init__(self, configuration, provider=None):\n \"\"\"Base class for backends.\n\n This method should initialize the module and its configuration, and\n raise an exception if a component of the module is\n not available.\n\n Args:\n configuration (BackendConfiguration): backend configuration\n provider (BaseProvider): provider responsible for this backend\n\n Raises:\n FileNotFoundError if backend executable is not available.\n QiskitError: if there is no name in the configuration\n \"\"\"\n self._configuration = configuration\n self._provider = provider\n\n @abstractmethod\n def run(self, qobj):\n \"\"\"Run a Qobj on the the backend.\"\"\"\n pass\n\n def configuration(self):\n \"\"\"Return the backend configuration.\n\n Returns:\n BackendConfiguration: the configuration for the backend.\n \"\"\""}, {"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 13\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e69afae741859fe05b5f191d930aaa0cc0138694
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from typing import List import sys class Solution: def jump(self, nums: List[int]) -> int: if len(nums) <=1: return 0 l , r , jumps = 0, nums[0] , 1 while r < len(nums)-1 : jumps += 1 # you can land anywhere between l & r+1 in a jump and then use Num[i] Error: SyntaxError / EOF
|
Fixed Code: from typing import List import sys class Solution: def jump(self, nums: List[int]) -> int: if len(nums) <=1: return 0 l , r , jumps = 0, nums[0] , 1 while r < len(nums)-1 : jumps += 1 # you can land anywhere between l & r+1 in a jump and then use Num[i] to jump from there nxt = max( i + nums[i] for i in range(l, r+1)) l , r = r, nxt return jumps s = Solution() Explanation: Complete the truncated code structure
|
intermediate
|
oop
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 306
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom typing import List\nimport sys\n\nclass Solution:\n def jump(self, nums: List[int]) -> int:\n if len(nums) <=1: return 0\n l , r , jumps = 0, nums[0] , 1\n while r < len(nums)-1 :\n jumps += 1\n # you can land anywhere between l & r+1 in a jump and then use Num[i]\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom typing import List\nimport sys\n\nclass Solution:\n def jump(self, nums: List[int]) -> int:\n if len(nums) <=1: return 0\n l , r , jumps = 0, nums[0] , 1\n while r < len(nums)-1 :\n jumps += 1\n # you can land anywhere between l & r+1 in a jump and then use Num[i] to jump from there\n nxt = max( i + nums[i] for i in range(l, r+1)) \n l , r = r, nxt\n return jumps\n\ns = Solution()\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e69c64799a3175f6ca7da109f5305d614b082638
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import unittest from . import states class DonationStateTestCase(unittest.TestCase): def test_approve_pending_state(self): approve_pending_statue = states.PendingApprovalState() approved_event = states.DonationApprovedEvent() self.assertIsInstance( approve_pending_statue.apply(approved_event), states.PendingDispatchState, ) cancelled_event = states.DonationCancelledEvent() self.assertIsInstance( approve_pending_statue.apply(cancelled_event), states.CancelledState ) dispatch_event = states.DonationDispatchedEvent() self.assertIsInstance( approve_pending_statue.apply(dispatch_event), states.InvalidState ) def test_dispatch_pending_state(self): dispatch_pending_state = states.PendingDispatchState() donation_dispatched_event = states.DonationDispatchedEvent() self.assertIsInstance( dispatch_pending_state.apply(donation_dispatched_event), states.DoneState, ) cancelled_event = states.DonationCancelledEvent() self.assertIsInstance( dispatch_pen
|
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
| 1,180
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport unittest\n\nfrom . import states\n\n\nclass DonationStateTestCase(unittest.TestCase):\n def test_approve_pending_state(self):\n approve_pending_statue = states.PendingApprovalState()\n\n approved_event = states.DonationApprovedEvent()\n self.assertIsInstance(\n approve_pending_statue.apply(approved_event),\n states.PendingDispatchState,\n )\n\n cancelled_event = states.DonationCancelledEvent()\n self.assertIsInstance(\n approve_pending_statue.apply(cancelled_event), states.CancelledState\n )\n\n dispatch_event = states.DonationDispatchedEvent()\n self.assertIsInstance(\n approve_pending_statue.apply(dispatch_event), states.InvalidState\n )\n\n def test_dispatch_pending_state(self):\n dispatch_pending_state = states.PendingDispatchState()\n\n donation_dispatched_event = states.DonationDispatchedEvent()\n self.assertIsInstance(\n dispatch_pending_state.apply(donation_dispatched_event),\n states.DoneState,\n )\n\n cancelled_event = states.DonationCancelledEvent()\n self.assertIsInstance(\n dispatch_pen"}, {"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
|
e69c81543af0469c06adb5c970083f2d456e2ede
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from jinja2 import nodes from jinja2.ext import Extension class FragmentCacheExtension(Extension): # a set of names that trigger the extension. tags = set(['cache']) def __init__(self, environment): super(FragmentCacheExtension, self).__init__(environment) # add the defaults to the environment environment.extend( fragment_cache_prefix='fragment', fragment_cache=None ) def parse(self, parser): # the first token is the token that started the tag. In our case # we only listen to ``'cache'`` so this will be a name token with # `cache` as value. We get the line number so that we can give # that line number to the nodes we create by hand. lineno = next(parser.stream).lineno # now we parse a single expression that is used as cache key. args = [parser.parse_expression()] # if there is a comma, the user provided a timeout. If not use # None as second parameter. if parser.stream.skip_if('comma'): args.append(parser.parse_expression()) else: args.append(nodes.Const(None))
|
# now we parse the body of the cache block up to `endcache` and # drop the needle (which would always be `endcache` in that case) body = parser.parse_statements(['name:endcache'], drop_needle=True) # now return a `CallBlock` node that calls our _cache_support # helper method on this extension. return nodes.CallBlock(self.call_method('_cache_support', args), [], [], body).set_lineno(lineno) def _cache_support(self, name, timeout, caller): """Helper callback.""" key = self.environment.fragment_cache_prefix + name # try to load the block from the cache # if there is no fragment in the cache, render it and store # it in the cache. rv = self.environment.fragment_cache.get(key) if rv is not None: return rv rv = caller() self.environment.fragment_cache.add(key, rv, timeout) return rv
|
advanced
|
oop
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 2,137
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom jinja2 import nodes\nfrom jinja2.ext import Extension\n\n\nclass FragmentCacheExtension(Extension):\n # a set of names that trigger the extension.\n tags = set(['cache'])\n\n def __init__(self, environment):\n super(FragmentCacheExtension, self).__init__(environment)\n\n # add the defaults to the environment\n environment.extend(\n fragment_cache_prefix='fragment',\n fragment_cache=None\n )\n\n def parse(self, parser):\n # the first token is the token that started the tag. In our case\n # we only listen to ``'cache'`` so this will be a name token with\n # `cache` as value. We get the line number so that we can give\n # that line number to the nodes we create by hand.\n lineno = next(parser.stream).lineno\n\n # now we parse a single expression that is used as cache key.\n args = [parser.parse_expression()]\n\n # if there is a comma, the user provided a timeout. If not use\n # None as second parameter.\n if parser.stream.skip_if('comma'):\n args.append(parser.parse_expression())\n else:\n args.append(nodes.Const(None))"}, {"role": "assistant", "content": "\n # now we parse the body of the cache block up to `endcache` and\n # drop the needle (which would always be `endcache` in that case)\n body = parser.parse_statements(['name:endcache'], drop_needle=True)\n\n # now return a `CallBlock` node that calls our _cache_support\n # helper method on this extension.\n return nodes.CallBlock(self.call_method('_cache_support', args),\n [], [], body).set_lineno(lineno)\n\n def _cache_support(self, name, timeout, caller):\n \"\"\"Helper callback.\"\"\"\n key = self.environment.fragment_cache_prefix + name\n\n # try to load the block from the cache\n # if there is no fragment in the cache, render it and store\n # it in the cache.\n rv = self.environment.fragment_cache.get(key)\n if rv is not None:\n return rv\n rv = caller()\n self.environment.fragment_cache.add(key, rv, timeout)\n return rv"}]
| false
| null | null | null |
e69ec2353a5fed95b6dce8a05f828517c6009931
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import os def retrieve_molecule_number(pdb, resname): """ IDENTIFICATION OF MOLECULE NUMBER BASED ON THE TER'S """ count = 0 with open(pdb, 'r') as x: lines = x.readlines() for i in lines: if i.split()[0] == 'TER': count += 1 if i.split()[3] == resname: molecule_number = count + 1 break return molecule_number class cd: """Context manager for changing the current working directory""" def __init__(self, newPath): self.newPath = os.path.expanduser(newPath) def __enter__(self): self.savedPath = os.getcwd() os.chdir(self.newPath) def __exit__(self, etype, value, traceback): os.chdir(self.savedPath)
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 5 Block at line 3 has no indented body ⚠️ Warnings: Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 💡 Suggestions: Add closing quote at line 5
|
advanced
|
oop
|
debugging
|
Pythoncode:Python
| 4
| 1
| 767
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\n\ndef retrieve_molecule_number(pdb, resname):\n\n \"\"\"\n IDENTIFICATION OF MOLECULE NUMBER BASED\n\tON THE TER'S\n \"\"\"\n count = 0\n with open(pdb, 'r') as x:\n lines = x.readlines()\n for i in lines:\n if i.split()[0] == 'TER': count += 1\n if i.split()[3] == resname: \n molecule_number = count + 1\n break\n return molecule_number\n\n\n\nclass cd:\n \"\"\"Context manager for changing the current working directory\"\"\"\n def __init__(self, newPath):\n self.newPath = os.path.expanduser(newPath)\n\n def __enter__(self):\n self.savedPath = os.getcwd()\n os.chdir(self.newPath)\n\n def __exit__(self, etype, value, traceback):\n os.chdir(self.savedPath)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 5\n Block at line 3 has no indented body\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Add closing quote at line 5"}]
| false
| null | null | null |
e6a0c4454894632f570e8f7308cb8d060eed1f45
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # api.py # Part of PyBBIO # github.com/alexanderhiam/PyBBIO # MIT License # # Beaglebone platform API file. from bbio.platform.platform import detect_platform PLATFORM = detect_platform() if "3.8" in PLATFORM: from bone_3_8.adc import analog_init, analog_cleanup from bone_3_8.pwm import pwm_init, pwm_cleanup from serial_port import serial_cleanup elif "3.2" in PLATFORM: from bone_3_2.adc import analog_init, analog_cleanup from bone_3_2.pwm import pwm_init, pwm_cleanup from serial_port import serial_cleanup def platform_init(): analog_init() pwm_init() def platform_cleanup(): analog_cleanup()
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Fix: Complete the function 'platform_cleanup' body and add missing return
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 629
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# api.py \n# Part of PyBBIO\n# github.com/alexanderhiam/PyBBIO\n# MIT License\n# \n# Beaglebone platform API file.\n\n\nfrom bbio.platform.platform import detect_platform \nPLATFORM = detect_platform()\n\nif \"3.8\" in PLATFORM:\n from bone_3_8.adc import analog_init, analog_cleanup\n from bone_3_8.pwm import pwm_init, pwm_cleanup\n from serial_port import serial_cleanup\n \nelif \"3.2\" in PLATFORM:\n from bone_3_2.adc import analog_init, analog_cleanup\n from bone_3_2.pwm import pwm_init, pwm_cleanup\n from serial_port import serial_cleanup\n \ndef platform_init():\n analog_init()\n pwm_init()\n\ndef platform_cleanup():\n analog_cleanup()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Fix: Complete the function 'platform_cleanup' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
e6a0dd14d03a3e676bea433343d789bde96e6abd
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import re import sys from urllib.parse import quote as _uriquote import requests from . import __version__, errors, utils from .converters import _county_types, _leaderboard_types, _vpn_types, _not_none from . import checks from .cog import request_cog class HTTPClient: __CSRF_token_regex = re.compile("const csrfToken[ ]{0,1}=[ ]{0,1}[\"|'](.{36})[\"|']") __Username_regex = re.compile("const username[ ]{0,1}=[ ]{0,1}[\"|'](.{1,16})[\"|']") def __init__(self, session=None): self._state = None self.authenticated = False self.__session = requests.Session() self.static_session = requests.Session() self.connect_sid = None self._CSRF_token = None self.username = None self.user_agent = f'Tryhackme: (https://github.com/GnarLito/thm-api-py {__version__}) Python/{sys.version_info[0]}.{sys.version_info[1]} requests/{requests.__version__}' if session is not None: self.static_login(session) def close(self): if self.__session: self.__session.close() def static_login(self, session): self.connect_sid = session cookie = requests.cookies.create_cookie('connect.sid', session, domain='tryhackme.com') self.__session.cookies.set_cookie(cookie) try: self.request(RouteList.get_unseen_notifications()) self.authenticated = True self._CSRF_token = self.retrieve_CSRF_token() self.username = self.retrieve_usernam
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • SyntaxError: expected 'except' or 'finally' block at line 42 Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 5
| 1
| 1,548
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport re\nimport sys\nfrom urllib.parse import quote as _uriquote\n\nimport requests\n\nfrom . import __version__, errors, utils\nfrom .converters import _county_types, _leaderboard_types, _vpn_types, _not_none\nfrom . import checks\nfrom .cog import request_cog\n\nclass HTTPClient:\n __CSRF_token_regex = re.compile(\"const csrfToken[ ]{0,1}=[ ]{0,1}[\\\"|'](.{36})[\\\"|']\")\n __Username_regex = re.compile(\"const username[ ]{0,1}=[ ]{0,1}[\\\"|'](.{1,16})[\\\"|']\")\n \n def __init__(self, session=None):\n self._state = None\n self.authenticated = False\n self.__session = requests.Session()\n self.static_session = requests.Session()\n self.connect_sid = None\n self._CSRF_token = None\n self.username = None\n \n self.user_agent = f'Tryhackme: (https://github.com/GnarLito/thm-api-py {__version__}) Python/{sys.version_info[0]}.{sys.version_info[1]} requests/{requests.__version__}'\n \n if session is not None:\n self.static_login(session)\n \n def close(self):\n if self.__session:\n self.__session.close()\n \n def static_login(self, session):\n self.connect_sid = session\n cookie = requests.cookies.create_cookie('connect.sid', session, domain='tryhackme.com')\n self.__session.cookies.set_cookie(cookie)\n try: \n self.request(RouteList.get_unseen_notifications())\n self.authenticated = True\n self._CSRF_token = self.retrieve_CSRF_token()\n self.username = self.retrieve_usernam"}, {"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 SyntaxError: expected 'except' or 'finally' block at line 42\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6a1e01053fb282362b9b417d81cb0cf76a2bbed
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import os from argparse import ArgumentParser from pathlib import Path import gym import ray import ray.tune.result as ray_results import yaml from gym.spaces import Tuple from ray.cluster_utils import Cluster from ray.rllib.utils import try_import_tf, try_import_torch from ray.tune import run_experiments, register_env from ray.tune.logger import TBXLogger from ray.tune.resources import resources_to_json from ray.tune.tune import _make_scheduler from ray.tune.utils import merge_dicts from flatlander.envs import get_eval_config from flatlander.envs.flatland_sparse import FlatlandSparse from flatlander.envs.observations import make_obs from flatlander.envs.utils.global_gym_env import GlobalFlatlandGymEnv from flatlander.envs.utils.gym_env_fill_missing import FillingFlatlandGymEnv from flatlander.logging.custom_metrics import on_episode_end from flatlander.logging.wandb_logger import WandbLogger from flatlander.utils.loader import load_envs, load_models class ExperimentRunner: group_algorithms = ["QMIX", "QMIXApex"] def __init__(self): self.tf = try_import_tf() self.torch, _ = try_import_torch() load_envs(os.path.dirname(__file__)) load_models(os.path.dirname(__file__)) @staticmethod def get_experiments(run_args, arg_parser: ArgumentParser = None): if run_args.config_file: with open(run_args.config_file) as f: experiments = yaml.safe_load(f) else: experiments = { ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: run_args.experiment_name: { # i.e. log to ~/ray_results/default "run": run_args.run, "checkpoint_freq": run_args.checkpoint_freq, "keep_checkpoints_num": run_args.keep_checkpoints_num, "checkpoint_score_attr": run_args.checkpoint_score_attr,
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advanced
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ui
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incomplete_code
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Pythoncode:Python
| 2
| 1
| 1,491
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport os\nfrom argparse import ArgumentParser\nfrom pathlib import Path\n\nimport gym\nimport ray\nimport ray.tune.result as ray_results\nimport yaml\nfrom gym.spaces import Tuple\nfrom ray.cluster_utils import Cluster\nfrom ray.rllib.utils import try_import_tf, try_import_torch\nfrom ray.tune import run_experiments, register_env\nfrom ray.tune.logger import TBXLogger\nfrom ray.tune.resources import resources_to_json\nfrom ray.tune.tune import _make_scheduler\nfrom ray.tune.utils import merge_dicts\n\nfrom flatlander.envs import get_eval_config\nfrom flatlander.envs.flatland_sparse import FlatlandSparse\nfrom flatlander.envs.observations import make_obs\nfrom flatlander.envs.utils.global_gym_env import GlobalFlatlandGymEnv\nfrom flatlander.envs.utils.gym_env_fill_missing import FillingFlatlandGymEnv\nfrom flatlander.logging.custom_metrics import on_episode_end\nfrom flatlander.logging.wandb_logger import WandbLogger\nfrom flatlander.utils.loader import load_envs, load_models\n\nclass ExperimentRunner:\n group_algorithms = [\"QMIX\", \"QMIXApex\"]\n\n def __init__(self):\n self.tf = try_import_tf()\n self.torch, _ = try_import_torch()\n load_envs(os.path.dirname(__file__))\n load_models(os.path.dirname(__file__))\n\n @staticmethod\n def get_experiments(run_args, arg_parser: ArgumentParser = None):\n if run_args.config_file:\n with open(run_args.config_file) as f:\n experiments = yaml.safe_load(f)\n else:\n experiments = {\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 run_args.experiment_name: { # i.e. log to ~/ray_results/default\n \"run\": run_args.run,\n \"checkpoint_freq\": run_args.checkpoint_freq,\n \"keep_checkpoints_num\": run_args.keep_checkpoints_num,\n \"checkpoint_score_attr\": run_args.checkpoint_score_attr,"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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e6a26bf564f5d9a437cee65264d1566e43a4893e
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: #!/usr/bin/env python def run_until_keyword_fails(retry, retry_interval, name, *args): r""" Execute a robot keyword repeatedly until it either fails or the timeout value is exceeded. Note: Opposite of robot keyword "Wait Until Keyword Succeeds". Description of argument(s): retry Max timeout time in hour(s). retry_interval Time interval in minute(s) for looping. name Robot keyword to execute. args Robot keyword arguments. """ # Convert the retry time in seconds retry_seconds = DateTime.convert_time(retry) timeout = time.time() + int(retry_seconds) # Convert the interval time in seconds interval_seconds = DateTime.convert_time(retry_interval) interval = int(interval_seconds) BuiltIn().log(timeout) BuiltIn().log(interval) while True: status = BuiltIn().run_keyword_and_return_status(name, *args) # Return if keywords returns as failure. if status is False: BuiltIn().log("Failed as expected") return False # Return if retry timeout as success. elif time.time() > timeout > 0: BuiltIn().log("Max retry timeout") return True time.sleep(interval) BuiltIn().log(time.time()) return True ############################################################################### ############################################################################### ... [2 more functiondefs truncated] ...
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Functions: run_until_keyword_fails This code demonstrates Pythoncode:Python programming.
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intermediate
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ui
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code_explanation
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Pythoncode:Python
| 1
| 0
| 1,536
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python\n\ndef run_until_keyword_fails(retry, retry_interval, name, *args):\n r\"\"\"\n Execute a robot keyword repeatedly until it either fails or the timeout\n value is exceeded.\n Note: Opposite of robot keyword \"Wait Until Keyword Succeeds\".\n\n Description of argument(s):\n retry Max timeout time in hour(s).\n retry_interval Time interval in minute(s) for looping.\n name Robot keyword to execute.\n args Robot keyword arguments.\n \"\"\"\n\n # Convert the retry time in seconds\n retry_seconds = DateTime.convert_time(retry)\n timeout = time.time() + int(retry_seconds)\n\n # Convert the interval time in seconds\n interval_seconds = DateTime.convert_time(retry_interval)\n interval = int(interval_seconds)\n\n BuiltIn().log(timeout)\n BuiltIn().log(interval)\n\n while True:\n status = BuiltIn().run_keyword_and_return_status(name, *args)\n\n # Return if keywords returns as failure.\n if status is False:\n BuiltIn().log(\"Failed as expected\")\n return False\n # Return if retry timeout as success.\n elif time.time() > timeout > 0:\n BuiltIn().log(\"Max retry timeout\")\n return True\n time.sleep(interval)\n BuiltIn().log(time.time())\n\n return True\n###############################################################################\n\n\n###############################################################################\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: run_until_keyword_fails\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6a4e0e5dfdac6166da22e4d8c2409f996b05e0d
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # Copyright (c) OpenMMLab. All rights reserved. from .builder import NODES from .faceswap_nodes import FaceSwapNode from .frame_effect_nodes import (BackgroundNode, BugEyeNode, MoustacheNode, NoticeBoardNode, PoseVisualizerNode, SaiyanNode, SunglassesNode) from .helper_nodes import ModelResultBindingNode, MonitorNode, RecorderNode from .mmdet_nodes import DetectorNode from .mmpose_nodes import TopDownPoseEstimatorNode from .xdwendwen_nodes import XDwenDwenNode __all__ = [ 'NODES', 'PoseVisualizerNode', 'DetectorNode', 'TopDownPoseEstimatorNode', 'MonitorNode', 'BugEyeNode', 'SunglassesNode', 'ModelResultBindingNode', 'NoticeBoardNode', 'RecorderNode', 'FaceSwapNode', 'MoustacheNode', 'SaiyanNode', 'BackgroundNode', 'XDwenDwenNode' ]
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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ui
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refactoring
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Pythoncode:Python
| 0
| 0
| 826
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright (c) OpenMMLab. All rights reserved.\nfrom .builder import NODES\nfrom .faceswap_nodes import FaceSwapNode\nfrom .frame_effect_nodes import (BackgroundNode, BugEyeNode, MoustacheNode,\n NoticeBoardNode, PoseVisualizerNode,\n SaiyanNode, SunglassesNode)\nfrom .helper_nodes import ModelResultBindingNode, MonitorNode, RecorderNode\nfrom .mmdet_nodes import DetectorNode\nfrom .mmpose_nodes import TopDownPoseEstimatorNode\nfrom .xdwendwen_nodes import XDwenDwenNode\n\n__all__ = [\n 'NODES', 'PoseVisualizerNode', 'DetectorNode', 'TopDownPoseEstimatorNode',\n 'MonitorNode', 'BugEyeNode', 'SunglassesNode', 'ModelResultBindingNode',\n 'NoticeBoardNode', 'RecorderNode', 'FaceSwapNode', 'MoustacheNode',\n 'SaiyanNode', 'BackgroundNode', 'XDwenDwenNode'\n]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e6a5916da8516ca978c7505bb56075d47bacaa77
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: #!/usr/bin/python3 import ibm_db import getopt import sys import os from toposort import toposort_flatten
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This code demonstrates Pythoncode:Python programming.
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beginner
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general
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code_explanation
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Pythoncode:Python
| 0
| 0
| 107
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/python3\n\nimport ibm_db\nimport getopt\nimport sys\nimport os\nfrom toposort import toposort_flatten"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6a5f147ff440a3daeccaecdee477658d01cb25a
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import numpy as np DEFAULT_FILE_PATH = "utils/datasets/glove.6B.50d.txt" def loadWordVectors(tokens, filepath=DEFAULT_FILE_PATH, dimensions=50): """Read pretrained GloVe vectors""" wordVectors = np.zeros((len(tokens), dimensions)) with open(filepath) as ifs: for line in ifs: line = line.strip() if not line: continue row = line.split() token = row[0] if token not in tokens: continue data = [float(x) for x in row[1:]] if len(data) != dimensions: raise RuntimeError("wrong number of dimensions") wordVectors[tokens[token]] = np.asarray(data) return wordVectors
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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machine_learning
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refactoring
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Pythoncode:Python
| 1
| 0
| 732
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport numpy as np\n\nDEFAULT_FILE_PATH = \"utils/datasets/glove.6B.50d.txt\"\n\ndef loadWordVectors(tokens, filepath=DEFAULT_FILE_PATH, dimensions=50):\n \"\"\"Read pretrained GloVe vectors\"\"\"\n wordVectors = np.zeros((len(tokens), dimensions))\n with open(filepath) as ifs:\n for line in ifs:\n line = line.strip()\n if not line:\n continue\n row = line.split()\n token = row[0]\n if token not in tokens:\n continue\n data = [float(x) for x in row[1:]]\n if len(data) != dimensions:\n raise RuntimeError(\"wrong number of dimensions\")\n wordVectors[tokens[token]] = np.asarray(data)\n return wordVectors"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e6a6b8f37ebe80036ee8d9a83872d377cb863d68
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: # Copyright 2021 MosaicML. All Rights Reserved. """Performance profiling tools. The profiler gathers performance metrics during a training run that can be used to diagnose bottlenecks and facilitate model development. The metrics gathered include: * Duration of each :class:`.Event` during training * Time taken by the data loader to return a batch * Host metrics such as CPU, system memory, disk and network utilization over time * Execution order, latency and attributes of PyTorch operators and GPU kernels (see :doc:`profiler`) The following example demonstrates how to setup and perform profiling on a simple training run. .. literalinclude:: ../../../examples/profiler_demo.py :language: python :linenos: :emphasize-lines: 6, 27-49 It is required to specify an output ``profiler_trace_file`` during :class:`.Trainer` initialization to enable profiling. The ``profiler_trace_file`` will contain the profiling trace data once the profiling run completes. By default, the :class:`.Profiler`, :class:`.DataloaderProfiler` and :class:`.SystemProfiler` will be active. The :class:`.TorchProfiler` is **disabled** by default. To activate the :class:`.TorchProfiler`, the ``torch_profiler_trace_dir`` must be specified *in addition* to the ``profiler_trace_file`` argument. The ``torch_profiler_trace_dir`` will contain the Torch Profiler traces once the profiling run completes. The :class:`.Profiler` will automatically merge the Torch traces in the ``torch_profiler_trace_dir`` into the ``profiler_trace_file``, allowing users to view a unified trace. ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: The complete traces can be viewed by in a Google Chrome browser navigating to ``chrome://tracing`` and loading the ``profiler_trace_file``. Here is an example trace file: .. image:: https://storage.googleapis.com/docs.mosaicml.com/images/profiler/profiler_trace_example.png :alt: Example Profiler Trace File
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intermediate
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api
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incomplete_code
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Pythoncode:Python
| 0
| 0
| 1,576
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright 2021 MosaicML. All Rights Reserved.\n\n\"\"\"Performance profiling tools.\n\nThe profiler gathers performance metrics during a training run that can be used to diagnose bottlenecks and\nfacilitate model development.\n\nThe metrics gathered include:\n\n* Duration of each :class:`.Event` during training\n* Time taken by the data loader to return a batch\n* Host metrics such as CPU, system memory, disk and network utilization over time\n* Execution order, latency and attributes of PyTorch operators and GPU kernels (see :doc:`profiler`)\n\nThe following example demonstrates how to setup and perform profiling on a simple training run.\n\n.. literalinclude:: ../../../examples/profiler_demo.py\n :language: python\n :linenos:\n :emphasize-lines: 6, 27-49\n\nIt is required to specify an output ``profiler_trace_file`` during :class:`.Trainer` initialization to enable profiling.\nThe ``profiler_trace_file`` will contain the profiling trace data once the profiling run completes. By default, the :class:`.Profiler`,\n:class:`.DataloaderProfiler` and :class:`.SystemProfiler` will be active. The :class:`.TorchProfiler` is **disabled** by default.\n\nTo activate the :class:`.TorchProfiler`, the ``torch_profiler_trace_dir`` must be specified *in addition* to the ``profiler_trace_file`` argument.\nThe ``torch_profiler_trace_dir`` will contain the Torch Profiler traces once the profiling run completes. The :class:`.Profiler` will\nautomatically merge the Torch traces in the ``torch_profiler_trace_dir`` into the ``profiler_trace_file``, allowing users to view a unified trace.\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:\nThe complete traces can be viewed by in a Google Chrome browser navigating to ``chrome://tracing`` and loading the ``profiler_trace_file``.\nHere is an example trace file:\n\n.. image:: https://storage.googleapis.com/docs.mosaicml.com/images/profiler/profiler_trace_example.png\n :alt: Example Profiler Trace File"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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e6aa6635d278553660a8a5b50b4098367fae31a5
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: ''' Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. ''' import codecs import os import sys import time from setuptools import setup # Folder containing the setup.py root = os.path.dirname(os.path.abspath(__file__)) # Path to __version__ module version_file = os.path.join(root, 'gremlin_python', '__version__.py') # Check if this is a source distribution. # If not create the __version__ module containing the version if not os.path.exists(os.path.join(root, 'PKG-INFO')): timestamp = int(os.getenv('TIMESTAMP', time.time() * 1000)) / 1000 fd = codecs.open(version_file, 'w', 'utf-8') fd.write("'''") fd.write(__doc__) fd.write("'''\n") fd.write('version = %r\n' % os.getenv('VERSION', '?').replace('-SNAPSHOT', '.dev-%d' % timestamp)) fd.write('timestamp = %d\n' % timestamp) fd.close() # Load version from gremlin_python import __version__ version = __version__.version install_requires = [ 'aenum==1.4.5', 'tornado==4.4.1', 'six==1.10.0' ] if sys.version_info < (3,2): install_requires += ['futures==3.0.5'] setup( name='gremlinpython', version=version, packages=['gremlin_python', 'gremlin_python.driver', 'gremlin_python.driver.tornado', 'gremlin_python.process', 'gremlin_python.structure', 'gremlin_python.structure.io'], license='Apache 2', url='http://tinkerpop.apache.org', description='Gremlin-Python for Apache TinkerPop', long_description=codecs.open("README", "r", "UTF-8").read(), test_suite="tests", data_files=[("", ["LICENSE", "NOTICE"])], setup_requires=[ 'pytest-runner', ], tests_require=[ 'pytest', 'mock' ], install_requires=install_requires, classifiers=[ "Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Natural Language :: English", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3.4", "Programming Language :: Python :: 3.5", ] )
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 ⚠️ Warnings: Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 💡 Suggestions: Add closing quote at line 1
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intermediate
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testing
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debugging
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Pythoncode:Python
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| 2,753
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n'''\nLicensed to the Apache Software Foundation (ASF) under one\nor more contributor license agreements. See the NOTICE file\ndistributed with this work for additional information\nregarding copyright ownership. The ASF licenses this file\nto you under the Apache License, Version 2.0 (the\n\"License\"); you may not use this file except in compliance\nwith the License. You may obtain a copy of the License at\n\nhttp://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing,\nsoftware distributed under the License is distributed on an\n\"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\nKIND, either express or implied. See the License for the\nspecific language governing permissions and limitations\nunder the License.\n'''\nimport codecs\nimport os\nimport sys\nimport time\nfrom setuptools import setup\n\n# Folder containing the setup.py\nroot = os.path.dirname(os.path.abspath(__file__))\n\n# Path to __version__ module\nversion_file = os.path.join(root, 'gremlin_python', '__version__.py')\n\n# Check if this is a source distribution.\n# If not create the __version__ module containing the version\nif not os.path.exists(os.path.join(root, 'PKG-INFO')):\n timestamp = int(os.getenv('TIMESTAMP', time.time() * 1000)) / 1000\n fd = codecs.open(version_file, 'w', 'utf-8')\n fd.write(\"'''\")\n fd.write(__doc__)\n fd.write(\"'''\\n\")\n fd.write('version = %r\\n' % os.getenv('VERSION', '?').replace('-SNAPSHOT', '.dev-%d' % timestamp))\n fd.write('timestamp = %d\\n' % timestamp)\n fd.close()\n# Load version\nfrom gremlin_python import __version__\n\nversion = __version__.version\n\ninstall_requires = [\n 'aenum==1.4.5',\n 'tornado==4.4.1',\n 'six==1.10.0'\n]\n\nif sys.version_info < (3,2):\n install_requires += ['futures==3.0.5']\n\nsetup(\n name='gremlinpython',\n version=version,\n packages=['gremlin_python', 'gremlin_python.driver',\n 'gremlin_python.driver.tornado', 'gremlin_python.process',\n 'gremlin_python.structure', 'gremlin_python.structure.io'],\n license='Apache 2',\n url='http://tinkerpop.apache.org',\n description='Gremlin-Python for Apache TinkerPop',\n long_description=codecs.open(\"README\", \"r\", \"UTF-8\").read(),\n test_suite=\"tests\",\n data_files=[(\"\", [\"LICENSE\", \"NOTICE\"])],\n setup_requires=[\n 'pytest-runner',\n ],\n tests_require=[\n 'pytest',\n 'mock'\n ],\n install_requires=install_requires,\n classifiers=[\n \"Intended Audience :: Developers\",\n \"License :: OSI Approved :: Apache Software License\",\n \"Natural Language :: English\",\n \"Programming Language :: Python :: 2.7\",\n \"Programming Language :: Python :: 3.4\",\n \"Programming Language :: Python :: 3.5\",\n ]\n)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1"}]
| false
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e6ab4939fc5a6bc71ee2ae80221a8f7dd6549b7a
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: from typing import Optional, Sequence import plotly.graph_objects as go def bar(x: Sequence, y: Sequence, text: Optional[Sequence] = None, width: Optional[int] = None, col: Optional[str] = None, opacity: float = 1, name: Optional[str] = None, show_legend: bool = False, show_init: bool = True) -> go.Bar: """Create a simple Trace object of a histogram. positional arguments: @ x : Coordinates of data on x-axis. @ y : Coordinates of data on y-axis. optional arguments: @ col : Color of bars. @ opacity : Opacity of bars. # Complete this line @ show_legend : Show this trace in legend. @ show_init : Show this trace initially. """ return go.Bar(x=x, y=y, text=text, width=width, marker_color=col, opacity=opacity, name=name, showlegend=show_legend, visible=None if show_init else "legendonly")
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The missing line is: @ name : Display name of the trace in legend.
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intermediate
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oop
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fill_in_the_blank
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Pythoncode:Python
| 1
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| 1,112
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom typing import Optional, Sequence\nimport plotly.graph_objects as go\n\ndef bar(x: Sequence,\n y: Sequence,\n text: Optional[Sequence] = None,\n width: Optional[int] = None,\n col: Optional[str] = None,\n opacity: float = 1,\n name: Optional[str] = None,\n show_legend: bool = False,\n show_init: bool = True) -> go.Bar:\n \"\"\"Create a simple Trace object of a histogram.\n\n positional arguments:\n @ x : Coordinates of data on x-axis.\n @ y : Coordinates of data on y-axis.\n\n optional arguments:\n @ col : Color of bars.\n @ opacity : Opacity of bars.\n # Complete this line\n @ show_legend : Show this trace in legend.\n @ show_init : Show this trace initially.\n \"\"\"\n return go.Bar(x=x,\n y=y,\n text=text,\n width=width,\n marker_color=col,\n opacity=opacity,\n name=name,\n showlegend=show_legend,\n visible=None if show_init else \"legendonly\")"}, {"role": "assistant", "content": "The missing line is:\n @ name : Display name of the trace in legend."}]
| false
| null | null | null |
e6ab63dd0a627fd5e3fd6b78f7716ef38a63c388
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: # Copyright 2018-2021 Xanadu Quantum Technologies Inc. # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def _tuple_to_word(index_tuple): """Convert an integer tuple to the corresponding Pauli word. The Pauli operators are converted as ``0 -> I``, ``1 -> X``, ``2 -> Y``, ``3 -> Z``. Args: index_tuple (Tuple[int]): An integer tuple describing the Pauli word Returns: str: The corresponding Pauli word """ return "".join([_PAULIS[i] for i in index_tuple]) def _n_k_gray_code(n, k, start=0): # Complete this line Args: n (int): Base of the Gray code. Needs to be greater than one. k (int): Number of digits of the Gray code. Needs to be greater than zero. start (int, optional): Optional start of the Gray code. The generated code will be shorter as the code does not wrap. Defaults to 0. """ for i in range(start, n ** k): codeword = [0] * k base_repesentation = [] val = i for j in range(k): base_repesentation.append(val % n) val //= n shift = 0 for j in reversed(range(k)): codeword[j] = (base_repesentation[j] + shift) % n shift += n - codeword[j] yield codeword def _all_pauli_words_but_identity(num_wires): # Start at 1 to ignore identity yield from (_tuple_to_word(idx_tuple) for idx_tuple in _n_k_gray_code(4, num_wires, start=1)) ... [4 more classdefs truncated] ...
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The missing line is: """Iterates over a full n-ary Gray code with k digits.
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intermediate
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api
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fill_in_the_blank
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Pythoncode:Python
| 3
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| 2,032
| false
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Copyright 2018-2021 Xanadu Quantum Technologies 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.\ndef _tuple_to_word(index_tuple):\n \"\"\"Convert an integer tuple to the corresponding Pauli word.\n\n The Pauli operators are converted as ``0 -> I``, ``1 -> X``,\n ``2 -> Y``, ``3 -> Z``.\n\n Args:\n index_tuple (Tuple[int]): An integer tuple describing the Pauli word\n\n Returns:\n str: The corresponding Pauli word\n \"\"\"\n return \"\".join([_PAULIS[i] for i in index_tuple])\n\n\ndef _n_k_gray_code(n, k, start=0):\n # Complete this line\n\n Args:\n n (int): Base of the Gray code. Needs to be greater than one.\n k (int): Number of digits of the Gray code. Needs to be greater than zero.\n start (int, optional): Optional start of the Gray code. The generated code\n will be shorter as the code does not wrap. Defaults to 0.\n \"\"\"\n for i in range(start, n ** k):\n codeword = [0] * k\n\n base_repesentation = []\n val = i\n\n for j in range(k):\n base_repesentation.append(val % n)\n val //= n\n\n shift = 0\n for j in reversed(range(k)):\n codeword[j] = (base_repesentation[j] + shift) % n\n shift += n - codeword[j]\n\n yield codeword\n\n\ndef _all_pauli_words_but_identity(num_wires):\n # Start at 1 to ignore identity\n yield from (_tuple_to_word(idx_tuple) for idx_tuple in _n_k_gray_code(4, num_wires, start=1))\n\n\n\n ... [4 more classdefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n \"\"\"Iterates over a full n-ary Gray code with k digits."}]
| false
| null | null | null |
e6acb4fde9c00fed8d158a1a19ae4c34b7d7d64e
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import pytorch_lightning as pl import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from pytorch_lightning.loggers import TensorBoardLogger from torch.utils.data import DataLoader from torchvision import transforms from torchvision.datasets import CelebA class Encoder(nn.Module): def __init__(self): super().__init__() self.conv_layers = nn.Sequential( nn.Conv2d(3, 32, kernel_size=3, stride=2, padding=1), nn.BatchNorm2d(32), nn.LeakyReLU(), nn.Conv2d(32, 64, kernel_size=3, stride=2, padding=1), nn.BatchNorm2d(64), nn.LeakyReLU(), nn.Conv2d(64, 64, kernel_size=3, stride=2, padding=1), nn.BatchNorm2d(64), nn.LeakyReLU(), nn.Conv2d(64, 64, kernel_size=3, stride=2, padding=1), nn.BatchNorm2d(64), nn.LeakyReLU(), ) self.mu_layer = nn.Linear(4096, 200) self.logvar_layer = nn.Linear(4096, 200) def forward(self, imgs): out = self.conv_layers(imgs) out = nn.Flatten()(out) mu = self.mu_layer(out) logvar = self.logvar_layer(out) return mu, logvar class Decoder(nn.Module): def __init__(self): super().__init__() self.decoder_input = nn.Linear(200, 4096) self.deconv_layers = nn.Sequential( nn.ConvTranspose2d(64, 64, kernel_size=3, stride=2, padding=1, output_padding=1), nn.BatchNorm2d(64), nn.LeakyReLU(), nn.ConvTranspose2d(64, 64, kernel_size=3, stride=2, padding=1, output_padding=1), nn.BatchNorm2d(64), nn.LeakyReLU(), nn.ConvTranspose2d(64, 32, kernel_size=3, stride=2, padding=1, output_padding=1), nn.BatchNorm2d(32), nn.LeakyReLU(), nn.ConvTranspose2d(32, 3, kernel_size=3, stride=2, padding=1, output_padding=1), nn.BatchNorm2d(3), nn.Sigmoid(), ) def forward(self, z): out = self.decoder_input(z) out = out.view(-1, 64, 8, 8) recon_img = self.deconv_layers(out) return recon_img class VanillaVAE(pl.LightningModule): def __init__(self): super().__init__() self.encoder = Encoder() self.decoder = Decoder() def forward(self, img): mu, logvar = self.encoder(img) return mu def reparameterize(self, mu, logvar): std = torch.exp(0.5 * logvar) eps = torch.randn_like(std) return eps * std + mu def configure_optimizers(self): optimizer = optim.Adam(self.parameters(), lr=0.005) return optimizer ... [4 more functiondefs truncated] ...
|
Functions: __init__, forward, __init__, forward, __init__ Classes: Encoder, Decoder, VanillaVAE 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
| 8
| 3
| 2,757
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport pytorch_lightning as pl\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\nimport torch.optim as optim\nfrom pytorch_lightning.loggers import TensorBoardLogger\nfrom torch.utils.data import DataLoader\nfrom torchvision import transforms\nfrom torchvision.datasets import CelebA\n\n\nclass Encoder(nn.Module):\n def __init__(self):\n super().__init__()\n\n self.conv_layers = nn.Sequential(\n nn.Conv2d(3, 32, kernel_size=3, stride=2, padding=1),\n nn.BatchNorm2d(32),\n nn.LeakyReLU(),\n nn.Conv2d(32, 64, kernel_size=3, stride=2, padding=1),\n nn.BatchNorm2d(64),\n nn.LeakyReLU(),\n nn.Conv2d(64, 64, kernel_size=3, stride=2, padding=1),\n nn.BatchNorm2d(64),\n nn.LeakyReLU(),\n nn.Conv2d(64, 64, kernel_size=3, stride=2, padding=1),\n nn.BatchNorm2d(64),\n nn.LeakyReLU(),\n )\n\n self.mu_layer = nn.Linear(4096, 200)\n self.logvar_layer = nn.Linear(4096, 200)\n\n def forward(self, imgs):\n out = self.conv_layers(imgs)\n\n out = nn.Flatten()(out)\n\n mu = self.mu_layer(out)\n logvar = self.logvar_layer(out)\n\n return mu, logvar\n\n\nclass Decoder(nn.Module):\n def __init__(self):\n super().__init__()\n\n self.decoder_input = nn.Linear(200, 4096)\n\n self.deconv_layers = nn.Sequential(\n nn.ConvTranspose2d(64, 64, kernel_size=3, stride=2, padding=1, output_padding=1),\n nn.BatchNorm2d(64),\n nn.LeakyReLU(),\n nn.ConvTranspose2d(64, 64, kernel_size=3, stride=2, padding=1, output_padding=1),\n nn.BatchNorm2d(64),\n nn.LeakyReLU(),\n nn.ConvTranspose2d(64, 32, kernel_size=3, stride=2, padding=1, output_padding=1),\n nn.BatchNorm2d(32),\n nn.LeakyReLU(),\n nn.ConvTranspose2d(32, 3, kernel_size=3, stride=2, padding=1, output_padding=1),\n nn.BatchNorm2d(3),\n nn.Sigmoid(),\n )\n\n def forward(self, z):\n out = self.decoder_input(z)\n out = out.view(-1, 64, 8, 8)\n recon_img = self.deconv_layers(out)\n return recon_img\n\n\nclass VanillaVAE(pl.LightningModule):\n def __init__(self):\n super().__init__()\n self.encoder = Encoder()\n self.decoder = Decoder()\n\n def forward(self, img):\n mu, logvar = self.encoder(img)\n return mu\n\n def reparameterize(self, mu, logvar):\n std = torch.exp(0.5 * logvar)\n eps = torch.randn_like(std)\n return eps * std + mu\n\n def configure_optimizers(self):\n optimizer = optim.Adam(self.parameters(), lr=0.005)\n return optimizer\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, forward, __init__, forward, __init__\n Classes: Encoder, Decoder, VanillaVAE\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6aec9eead70cf9709e4908f8e9466e087fc8de3
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Import libraries import sys import pandas as pd from sqlalchemy import create_engine def load_data(messages_filepath, categories_filepath): """ Load the data from the disaster response csvs Parameters: messages_filepath (str): Path to messages csv categories_filepath (str): Path to categories csv Returns: Dataframe: Merged data """ messages = pd.read_csv(messages_filepath) categories = pd.read_csv(categories_filepath) df = pd.merge(messages,categories,on='id') return df def clean_data(df): """ Cleans the categories Parameters: df (DataFrame): Messy DataFrame Returns: Dataframe: Cleaned dataframe """ categories = df['categories'].str.split( pat=';', expand=True) row = categories.iloc[[1]] category_colnames = row.apply(lambda x : x.values[0].split("-")[0]) categories.columns = category_colnames for column in categories: categories[column] = categories[column].astype(str).str[-1:] categories[column] = categories[column].astype(int) categories[column] = categories[column].map(lambda x: 1 if x > 1 else x) df.drop(['categories'], axis=1, inplace=True) df = df = pd.concat([df,categories], axis=1) df.drop_duplicates(inplace=True) def save_data(df, database_filename): """ Saves the DataFrame Parameters: df (DataFrame): Cleaned DataFrame database_filename (DataFrame): Path to the SQLite Database """ engine = create_engine('sqlite:///' + database_filename + '.db') df.to_sql(database_filename, engine, index=False, if_exists='replace') def main(): if len(sys.argv) == 4: messages_filepath, categories_filepath, database_filepath = sys.argv[1:] print('Loading data...\n MESSAGES: {}\n CATEGORIES: {}' .format(messages_filepath, categories_filepath)) df = load_data(messages_filepath, categories_filepath) print('Cleaning data...') df = clean_data(df) print('Saving data...\n DATABASE: {}'.format(database_filepath)) save_data(df, database_filepath) print('Cleaned data saved to database!') else: print('Please provide the filepaths of the messages and categories '\ 'datasets as the first and second argument respectively, as '\ 'well as the filepath of the database to save the cleaned data '\ 'to as the third argument. \n\nExample: python process_data.py '\ 'disaster_messages.csv disaster_categories.csv '\ 'DisasterResponse.db') if __name__ == '__main__': main() ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation: main()
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intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 4
| 0
| 2,672
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Import libraries\nimport sys\nimport pandas as pd\nfrom sqlalchemy import create_engine\n\n\ndef load_data(messages_filepath, categories_filepath):\n \"\"\"\n Load the data from the disaster response csvs\n\n Parameters:\n\t\tmessages_filepath (str): \tPath to messages csv\n\t\tcategories_filepath (str): \tPath to categories csv\n\n\n\tReturns:\n Dataframe: Merged data \n \"\"\"\n messages = pd.read_csv(messages_filepath)\n categories = pd.read_csv(categories_filepath)\n df = pd.merge(messages,categories,on='id')\n return df\n\n\ndef clean_data(df):\n \"\"\"\n Cleans the categories\n\n Parameters:\n\t\tdf (DataFrame): Messy DataFrame\n\n\tReturns:\n Dataframe: Cleaned dataframe\n \"\"\"\n\n categories = df['categories'].str.split( pat=';', expand=True)\n row = categories.iloc[[1]]\n\n category_colnames = row.apply(lambda x : x.values[0].split(\"-\")[0])\n categories.columns = category_colnames\n\n for column in categories:\n categories[column] = categories[column].astype(str).str[-1:]\n categories[column] = categories[column].astype(int)\n categories[column] = categories[column].map(lambda x: 1 if x > 1 else x)\n\t\t\n df.drop(['categories'], axis=1, inplace=True)\n df = df = pd.concat([df,categories], axis=1)\n df.drop_duplicates(inplace=True)\n\t\n\n\ndef save_data(df, database_filename):\n \"\"\"\n Saves the DataFrame \n\n Parameters:\n\t\tdf (DataFrame): \t\t\t\tCleaned DataFrame\n\t\tdatabase_filename (DataFrame): \tPath to the SQLite Database\n\n \"\"\"\n engine = create_engine('sqlite:///' + database_filename + '.db')\n df.to_sql(database_filename, engine, index=False, if_exists='replace')\n\n\ndef main():\n if len(sys.argv) == 4:\n\n messages_filepath, categories_filepath, database_filepath = sys.argv[1:]\n\n print('Loading data...\\n MESSAGES: {}\\n CATEGORIES: {}'\n .format(messages_filepath, categories_filepath))\n df = load_data(messages_filepath, categories_filepath)\n\n print('Cleaning data...')\n df = clean_data(df)\n \n print('Saving data...\\n DATABASE: {}'.format(database_filepath))\n save_data(df, database_filepath)\n \n print('Cleaned data saved to database!')\n \n else:\n print('Please provide the filepaths of the messages and categories '\\\n 'datasets as the first and second argument respectively, as '\\\n 'well as the filepath of the database to save the cleaned data '\\\n 'to as the third argument. \\n\\nExample: python process_data.py '\\\n 'disaster_messages.csv disaster_categories.csv '\\\n 'DisasterResponse.db')\n\n\nif __name__ == '__main__':\n main()\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:\n main()"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
e6afcad02c1d49dbed0f7930d88f9219376906a4
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #!/usr/bin/env python3 import subprocess import sys import json def get_contrail_status_txt(services): try: output = subprocess.check_output("export CONTRAIL_STATUS_CONTAINER_NAME=contrail-status-controller-nrpe ; sudo -E contrail-status", shell=True).decode('UTF-8') except subprocess.CalledProcessError as err: message = ('CRITICAL: Could not get contrail-status.' ' return code: {} cmd: {} output: {}'. format(err.returncode, err.cmd, err.output)) print(message) sys.exit(CRITICAL) statuses = dict() group = None for line in output.splitlines()[1:]: words = line.split() if len(words) == 4 and words[0 + 1] == '==' and words[3] == '==': group = words[2] continue if len(words) == 0: group = None continue if group and len(words) >= 2 and group in services: srv = words[0].split(':')[0] statuses.setdefault(group, list()).append( {srv: ' '.join(words[1:])}) return statuses def get_contrail_status_json(services): try: output = json.loads(subprocess.check_output("export CONTRAIL_STATUS_CONTAINER_NAME=contrail-status-controller-nrpe ; sudo -E contrail-status --format json", shell=True).decode('UTF-8')) except subprocess.CalledProcessError as err: message = ('CRITICAL: Could not get contrail-status.' ' return code: {} cmd: {} output: {}'. format(err.returncode, err.cmd, err.output)) print(message) sys.exit(CRITICAL) statuses = output["pods"] return statuses ... [1 more functiondefs truncated] ...
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Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 21 Buggy code: if len(words) == 4 and words[0 + 1] == '==' and words[3] == '==': Should be: if len(words) == 4 and words[0] == '==' and words[3] == '==': Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
intermediate
|
database
|
logical_errors
|
Pythoncode:Python
| 2
| 0
| 1,722
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport subprocess\nimport sys\nimport json\n\ndef get_contrail_status_txt(services):\n try:\n output = subprocess.check_output(\"export CONTRAIL_STATUS_CONTAINER_NAME=contrail-status-controller-nrpe ; sudo -E contrail-status\", shell=True).decode('UTF-8')\n except subprocess.CalledProcessError as err:\n message = ('CRITICAL: Could not get contrail-status.'\n ' return code: {} cmd: {} output: {}'.\n format(err.returncode, err.cmd, err.output))\n print(message)\n sys.exit(CRITICAL)\n\n statuses = dict()\n group = None\n for line in output.splitlines()[1:]:\n words = line.split()\n if len(words) == 4 and words[0 + 1] == '==' and words[3] == '==':\n group = words[2]\n continue\n if len(words) == 0:\n group = None\n continue\n if group and len(words) >= 2 and group in services:\n srv = words[0].split(':')[0]\n statuses.setdefault(group, list()).append(\n {srv: ' '.join(words[1:])})\n\n return statuses\n\n\ndef get_contrail_status_json(services):\n try:\n output = json.loads(subprocess.check_output(\"export CONTRAIL_STATUS_CONTAINER_NAME=contrail-status-controller-nrpe ; sudo -E contrail-status --format json\", shell=True).decode('UTF-8'))\n except subprocess.CalledProcessError as err:\n message = ('CRITICAL: Could not get contrail-status.'\n ' return code: {} cmd: {} output: {}'.\n format(err.returncode, err.cmd, err.output))\n print(message)\n sys.exit(CRITICAL)\n\n statuses = output[\"pods\"]\n return statuses\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 21\n\n Buggy code:\n if len(words) == 4 and words[0 + 1] == '==' and words[3] == '==':\n\n Should be:\n if len(words) == 4 and words[0] == '==' and words[3] == '==':\n\n Explanation: Classic off-by-one error - will cause wrong iteration or index access\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
e6b027e44688ca01138133b153494c3bc7370758
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from flask import Flask, jsonify, request from flask_cors import CORS, cross_origin import simplejson as json from leaderboard.leaderboard import Leaderboard import uwsgidecorators import signalfx app = Flask(__name__) app.config['CORS_HEADERS'] = 'Content-Type' cors = CORS(app) highscore_lb_starship = Leaderboard('highscores-starship',host='redis-instance') sfx = signalfx.SignalFx(ingest_endpoint='http://otelcol:9943').ingest('token-at-collector') def parseData(row): metricDump1 = {} counterArray = [] metricDump1["dimensions"] = {} metricDump1["dimensions"]["ip"] = row["ip"] # dimension metricDump1["metric"] = "starship.shots" metricDump1["value"] = row["shots"] counterArray.append(metricDump1) print('Sending data:',counterArray) sfx.send(counters=counterArray) @app.route('/health') def health(): return '{"status":"OK"}', 200 @app.route('/leaders/<game>') @cross_origin(origin='localhost',headers=['Content-Type','Authorization']) def returnLeaders(game): if game == "starship": return json.dumps(highscore_lb_starship.all_leaders()), 200 return '{}', 200 @app.route('/submitScores', methods=['POST']) @cross_origin(origin='localhost',headers=['Content-Type','application/json']) def submitScores(): content = request.get_json(force=True) print('Content:',content) if "game" in content: if content["game"]=="starship": highscore_lb_starship.rank_member(content["aduser"], content["score"]) return '{"status":"OK"}', 200 @app.route("/get_my_ip", methods=["GET"]) @cross_origin(origin='localhost',headers=['Content-Type','Authorization']) def get_my_ip(): if 'X-Real-Ip' in request.headers: return jsonify({'ip':request.headers['X-Real-Ip']}), 200 else: return jsonify({'ip':'-'}), 200 #return json.dumps({k:v for k, v in request.headers.items()}), 200 @app.route('/submitShots', methods=['POST']) @cross_origin(origin='localhost',headers=['Content-Type','application/json']) def submitShots(): content = request.get_json(force=True) print('Content:',content) shotSubmission = {} totalShots = 0 if "game" in content: if content["game"]=="starship": if "shots" in content: totalShots = content["shots"] shotSubmission["shots"] = totalShots if 'X-Real-Ip' in request.headers: shotSubmission["ip"] = request.headers['X-Real-Ip'] else: shotSubmission["ip"] = "-" parseData(shotSubmission) return '{"status":"OK"}', 200 if __name__ == '__main__': app.run(host='0.0.0.0', port=6001)
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 17 Unexpected indentation at line 22 Unexpected indentation at line 25 Unexpected indentation at line 28 💡 Suggestions: Add docstring to function 'parseData' Add docstring to function 'submitScores' Add docstring to function 'submitShots'
|
advanced
|
api
|
debugging
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Pythoncode:Python
| 6
| 0
| 2,693
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom flask import Flask, jsonify, request\nfrom flask_cors import CORS, cross_origin\n\nimport simplejson as json\nfrom leaderboard.leaderboard import Leaderboard\nimport uwsgidecorators\nimport signalfx\n\napp = Flask(__name__)\napp.config['CORS_HEADERS'] = 'Content-Type'\ncors = CORS(app)\n\nhighscore_lb_starship = Leaderboard('highscores-starship',host='redis-instance')\n\n\nsfx = signalfx.SignalFx(ingest_endpoint='http://otelcol:9943').ingest('token-at-collector') \n \n\n\ndef parseData(row):\n metricDump1 = {}\n counterArray = []\n\n metricDump1[\"dimensions\"] = {}\n metricDump1[\"dimensions\"][\"ip\"] = row[\"ip\"] # dimension\n\n metricDump1[\"metric\"] = \"starship.shots\"\n metricDump1[\"value\"] = row[\"shots\"]\n\n counterArray.append(metricDump1)\n\n print('Sending data:',counterArray)\n\n sfx.send(counters=counterArray)\n\n\n@app.route('/health')\ndef health():\n return '{\"status\":\"OK\"}', 200\n\n@app.route('/leaders/<game>')\n@cross_origin(origin='localhost',headers=['Content-Type','Authorization'])\ndef returnLeaders(game):\n if game == \"starship\":\n return json.dumps(highscore_lb_starship.all_leaders()), 200\n return '{}', 200\n\n@app.route('/submitScores', methods=['POST'])\n@cross_origin(origin='localhost',headers=['Content-Type','application/json'])\ndef submitScores():\n content = request.get_json(force=True)\n print('Content:',content)\n\n if \"game\" in content:\n if content[\"game\"]==\"starship\":\n highscore_lb_starship.rank_member(content[\"aduser\"], content[\"score\"])\n \n return '{\"status\":\"OK\"}', 200\n\n\n@app.route(\"/get_my_ip\", methods=[\"GET\"])\n@cross_origin(origin='localhost',headers=['Content-Type','Authorization'])\ndef get_my_ip():\n if 'X-Real-Ip' in request.headers:\n return jsonify({'ip':request.headers['X-Real-Ip']}), 200\n else:\n return jsonify({'ip':'-'}), 200\n #return json.dumps({k:v for k, v in request.headers.items()}), 200\n\n@app.route('/submitShots', methods=['POST'])\n@cross_origin(origin='localhost',headers=['Content-Type','application/json'])\ndef submitShots():\n content = request.get_json(force=True)\n print('Content:',content)\n\n shotSubmission = {}\n\n totalShots = 0\n if \"game\" in content:\n if content[\"game\"]==\"starship\":\n if \"shots\" in content:\n totalShots = content[\"shots\"]\n\n shotSubmission[\"shots\"] = totalShots\n\n if 'X-Real-Ip' in request.headers:\n shotSubmission[\"ip\"] = request.headers['X-Real-Ip'] \n else:\n shotSubmission[\"ip\"] = \"-\"\n\n parseData(shotSubmission) \n \n \n return '{\"status\":\"OK\"}', 200 \n\n\n \n\nif __name__ == '__main__':\n app.run(host='0.0.0.0', port=6001)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 17\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n Unexpected indentation at line 28\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'parseData'\n Add docstring to function 'submitScores'\n Add docstring to function 'submitShots'"}]
| false
| null | null | null |
e6b042b87a1d5f3672a72f7fa6b5679e20f39682
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import argparse import numpy as np from .._helpers import read, reader_map from ._helpers import _get_version_text def info(argv=None): # Parse command line arguments. parser = _get_info_parser() args = parser.parse_args(argv) # read mesh data mesh = read(args.infile, file_format=args.input_format) print(mesh) # check if the cell arrays are consistent with the points is_consistent = True for cells in mesh.cells: if np.any(cells.data > mesh.points.shape[0]): print("\nATTENTION: Inconsistent mesh. Cells refer to nonexistent points.") is_consistent = False break # check if there are redundant points if is_consistent: point_is_used = np.zeros(mesh.points.shape[0], dtype=bool) for cells in mesh.cells: point_is_used[cells.data] = True if np.any(~point_is_used): print("ATTENTION: Some points are not part of any cell.") def _get_info_parser(): parser = argparse.ArgumentParser( description=("Print mesh info."), formatter_class=argparse.RawTextHelpFormatter ) parser.add_argument("infile", type=str, help="mesh file to be read from") parser.add_argument( "--input-format", "-i", type=str, choices=sorted(list(reader_map.keys())), help="input file format", default=None, ) parser.add_argument( "--version", "-v", action="version", version=_get_version_text(), help="display version information", ) return parser
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Code Review: ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 27 Unexpected indentation at line 29 Unexpected indentation at line 31 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 ✨ Improvements: Add docstring to function 'info' Add docstring to function '_get_info_parser' Remove debug print() at line 16 before production Remove debug print() at line 22 before production Remove debug print() at line 32 before production
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intermediate
|
database
|
code_review
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Pythoncode:Python
| 2
| 0
| 1,591
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport argparse\n\nimport numpy as np\n\nfrom .._helpers import read, reader_map\nfrom ._helpers import _get_version_text\n\n\ndef info(argv=None):\n # Parse command line arguments.\n parser = _get_info_parser()\n args = parser.parse_args(argv)\n\n # read mesh data\n mesh = read(args.infile, file_format=args.input_format)\n print(mesh)\n\n # check if the cell arrays are consistent with the points\n is_consistent = True\n for cells in mesh.cells:\n if np.any(cells.data > mesh.points.shape[0]):\n print(\"\\nATTENTION: Inconsistent mesh. Cells refer to nonexistent points.\")\n is_consistent = False\n break\n\n # check if there are redundant points\n if is_consistent:\n point_is_used = np.zeros(mesh.points.shape[0], dtype=bool)\n for cells in mesh.cells:\n point_is_used[cells.data] = True\n if np.any(~point_is_used):\n print(\"ATTENTION: Some points are not part of any cell.\")\n\n\ndef _get_info_parser():\n parser = argparse.ArgumentParser(\n description=(\"Print mesh info.\"), formatter_class=argparse.RawTextHelpFormatter\n )\n\n parser.add_argument(\"infile\", type=str, help=\"mesh file to be read from\")\n\n parser.add_argument(\n \"--input-format\",\n \"-i\",\n type=str,\n choices=sorted(list(reader_map.keys())),\n help=\"input file format\",\n default=None,\n )\n\n parser.add_argument(\n \"--version\",\n \"-v\",\n action=\"version\",\n version=_get_version_text(),\n help=\"display version information\",\n )\n return parser"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 27\n Unexpected indentation at line 29\n Unexpected indentation at line 31\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n\n\u2728 Improvements:\n Add docstring to function 'info'\n Add docstring to function '_get_info_parser'\n Remove debug print() at line 16 before production\n Remove debug print() at line 22 before production\n Remove debug print() at line 32 before production"}]
| false
| null | null | null |
e6b183e72d2aff2b604bbf82d32e69244b409f59
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: import os, shutil from CCSLink import Spark_Session as SS def add_zipped_dependency(zip_from, zip_target): """ This method creates a zip of the code to be sent to the executors. It essentially zips the Python packages installed by PIP and submits them via addPyFile in the current PySpark context E.g. if we want to submit "metaphone" package so that we can do use `import metaphone` and use its methods inside UDF, we run this method with: - zip_from = /home/cdsw/.local/lib/python3.6/site-packages/ - zip_target = metaphone """ # change this to a path in your project zipped_fpath = f'/home/cdsw/zipped_packages/{zip_target}' if os.path.exists(zipped_fpath + '.zip'): os.remove(zipped_fpath + '.zip' shutil.make_archive( # path to the resulting zipped file (without the suffix) base_name=zipped_fpath, # resulting filename # specifies the format --> implies .zip suffix format='zip', # the root dir from where we want to zip root_dir=zip_from, # the dir (relative to root dir) which we want to zip # (all files in the final zip will have this prefix) base_dir=zip_target, ) # add the files to the executors SS.SPARK().sparkContext.addPyFile(f'{zipped_fpath}.zip')
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 5 • Unclosed '(' at line 21 - expected ')' • SyntaxError: '(' was never closed at line 21 Fixes: • Add closing quote at line 5 • Add closing ')' bracket • Review code syntax
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intermediate
|
database
|
syntax_repair
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Pythoncode:Python
| 1
| 0
| 1,323
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport os, shutil\nfrom CCSLink import Spark_Session as SS\n\ndef add_zipped_dependency(zip_from, zip_target):\n \"\"\"\n This method creates a zip of the code to be sent to the executors.\n It essentially zips the Python packages installed by PIP and\n submits them via addPyFile in the current PySpark context\n\n E.g. if we want to submit \"metaphone\" package so that we\n can do use `import metaphone` and use its methods inside UDF,\n we run this method with:\n - zip_from = /home/cdsw/.local/lib/python3.6/site-packages/\n - zip_target = metaphone\n \"\"\"\n\n # change this to a path in your project\n zipped_fpath = f'/home/cdsw/zipped_packages/{zip_target}'\n\n if os.path.exists(zipped_fpath + '.zip'):\n os.remove(zipped_fpath + '.zip'\n shutil.make_archive(\n\n # path to the resulting zipped file (without the suffix)\n base_name=zipped_fpath, # resulting filename\n\n # specifies the format --> implies .zip suffix\n format='zip',\n\n # the root dir from where we want to zip\n root_dir=zip_from,\n\n # the dir (relative to root dir) which we want to zip\n # (all files in the final zip will have this prefix)\n base_dir=zip_target,\n )\n\n # add the files to the executors\n SS.SPARK().sparkContext.addPyFile(f'{zipped_fpath}.zip')"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 5\n \u2022 Unclosed '(' at line 21 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 21\n\n Fixes:\n \u2022 Add closing quote at line 5\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e6b2c4874559385c0807dca69b9f07a62e9a1d08
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: try: from .nbody_graph_search import Ugraph except (SystemError, ValueError): # not installed as a package from nbody_graph_search import Ugraph # This file defines how 3-body angle interactions are generated by moltemplate # by default. It can be overridden by supplying your own custom file. # To find 3-body "angle" interactions, we would use this subgraph: # # # *---*---* => 1st bond connects atoms 0 and 1 # 0 1 2 2nd bond connects atoms 1 and 2 # bond_pattern = Ugraph([(0, 1), (1, 2)]) # (Ugraph atom indices begin at 0, not 1) # The next function eliminates the redundancy between 0-1-2 and 2-1-0: def canonical_order(match): """ Before defining a new interaction, we must check to see if an interaction between these same 3 atoms has already been created (perhaps listed in a different, but equivalent order). If we don't check for this this, we will create many unnecessary redundant interactions (which can slow down he simulation). To avoid this, I define a "canonical_order" function which sorts the atoms or bonds in a way which is consistent with the symmetry of the interaction being generated... Later the re-ordered list of atom and bond ids will be tested against the list of atom/bond ids in the matches-found-so-far, before it is added to the list of interactions found so far. Note that the energy of an angle interaction is a function of the angle between. three consecutively bonded atoms (referred to here as: 0,1,2). This angle does not change when swapping the atoms at either end (0 and 2). So it does not make sense to define a separate 3-body angle interaction between atoms 0,1,2 AS WELL AS an interaction between 2,1,0. So we sort the atoms and bonds so that the first atom has a always has a lower atomID than the third atom. (Later we will check to see if we have already defined an interaction between these 3 atoms. If not then we create a new one.) """ # match[0][0:2] contains the ID numbers for the 3 atoms in the match atom0 = match[0][0] atom1 = match[0][1] atom2 = match[0][2] # match[1][0:1] contains the ID numbers for the 2 bonds bond0 = match[1][0] bond1 = match[1][1] if atom0 < atom2: # return ((atom0, atom1, atom2), (bond0, bond1)) same thing as: return match else: return ((atom2, atom1, atom0), (bond1, bond0))
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Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 31 Buggy code: or bonds in a way which is consistent with the symmetry of the interaction Should be: and bonds in a way which is consistent with the symmetry of the interaction Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
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intermediate
|
testing
|
logical_errors
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Pythoncode:Python
| 1
| 0
| 2,483
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\ntry:\n from .nbody_graph_search import Ugraph\nexcept (SystemError, ValueError):\n # not installed as a package\n from nbody_graph_search import Ugraph\n\n\n# This file defines how 3-body angle interactions are generated by moltemplate\n# by default. It can be overridden by supplying your own custom file.\n\n# To find 3-body \"angle\" interactions, we would use this subgraph:\n#\n#\n# *---*---* => 1st bond connects atoms 0 and 1\n# 0 1 2 2nd bond connects atoms 1 and 2\n#\n\nbond_pattern = Ugraph([(0, 1), (1, 2)])\n# (Ugraph atom indices begin at 0, not 1)\n\n\n# The next function eliminates the redundancy between 0-1-2 and 2-1-0:\ndef canonical_order(match):\n \"\"\"\n Before defining a new interaction, we must check to see if an\n interaction between these same 3 atoms has already been created\n (perhaps listed in a different, but equivalent order).\n If we don't check for this this, we will create many unnecessary redundant\n interactions (which can slow down he simulation).\n To avoid this, I define a \"canonical_order\" function which sorts the atoms\n or bonds in a way which is consistent with the symmetry of the interaction\n being generated... Later the re-ordered list of atom and bond ids will be\n tested against the list of atom/bond ids in the matches-found-so-far,\n before it is added to the list of interactions found so far. Note that\n the energy of an angle interaction is a function of the angle between.\n three consecutively bonded atoms (referred to here as: 0,1,2).\n This angle does not change when swapping the atoms at either end (0 and 2).\n So it does not make sense to define a separate 3-body angle\n interaction between atoms 0,1,2 AS WELL AS an interaction between 2,1,0.\n So we sort the atoms and bonds so that the first atom has a always has\n a lower atomID than the third atom. (Later we will check to see if we\n have already defined an interaction between these 3 atoms. If not then\n we create a new one.)\n\n \"\"\"\n # match[0][0:2] contains the ID numbers for the 3 atoms in the match\n atom0 = match[0][0]\n atom1 = match[0][1]\n atom2 = match[0][2]\n # match[1][0:1] contains the ID numbers for the 2 bonds\n bond0 = match[1][0]\n bond1 = match[1][1]\n if atom0 < atom2:\n # return ((atom0, atom1, atom2), (bond0, bond1)) same thing as:\n return match\n else:\n return ((atom2, atom1, atom0), (bond1, bond0))"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong logical operator\n Severity: CRITICAL\n\n Location: Line 31\n\n Buggy code:\n or bonds in a way which is consistent with the symmetry of the interaction\n\n Should be:\n and bonds in a way which is consistent with the symmetry of the interaction\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
e6b2fbff1fb4792ec87b5e0830c85e32ea769936
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/pxrpythonsubst # # Copyright 2016 Pixar # # Licensed under the Apache License, Version 2.0 (the "Apache License") # with the following modification; you may not use this file except in # compliance with the Apache License and the following modification to it: # Section 6. Trademarks. is deleted and replaced with: # # 6. Trademarks. This License does not grant permission to use the trade # names, trademarks, service marks, or product names of the Licensor # and its affiliates, except as required to comply with Section 4(c) of # the License and to reproduce the content of the NOTICE file. # # You may obtain a copy of the Apache License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the Apache License with the above modification is # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the Apache License for the specific # language governing permissions and limitations under the Apache License. # ... [1 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 7 has no indented body Block at line 8 has no indented body Invalid syntax at line 27: ... [1 more functiondefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,125
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/pxrpythonsubst\n#\n# Copyright 2016 Pixar\n#\n# Licensed under the Apache License, Version 2.0 (the \"Apache License\")\n# with the following modification; you may not use this file except in\n# compliance with the Apache License and the following modification to it:\n# Section 6. Trademarks. is deleted and replaced with:\n#\n# 6. Trademarks. This License does not grant permission to use the trade\n# names, trademarks, service marks, or product names of the Licensor\n# and its affiliates, except as required to comply with Section 4(c) of\n# the License and to reproduce the content of the NOTICE file.\n#\n# You may obtain a copy of the Apache 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 Apache License with the above modification is\n# distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n# KIND, either express or implied. See the Apache License for the specific\n# language governing permissions and limitations under the Apache License.\n#\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Block at line 7 has no indented body\n Block at line 8 has no indented body\n Invalid syntax at line 27: ... [1 more functiondefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
e6b3c1a04d6b23957a4328b1a4d335f1079479f3
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import sys import os def check_time(function): @wraps(function) def measure(*args, **kwargs): start_time = time.time() result = function(*args, **kwargs) end_time = time.time() print(f"@check_time: {function.__name__} took {end_time - start_time}") return result return measure def get_dir_name(dir): dir_list = [] for name in os.listdir(dir): path = dir + '/' + name if not os.path.isfile(path): dir_list.append(name) return dir_list def scan_dir(dir): dir_list = [] for name in os.listdir(dir): path = dir + '/' + name if os.path.isfile(path): dir_list.append(path) return dir_list @check_time def merge_skeleton_data(folder_name): save_file_name = folder_name + '.txt' dir_list = scan_dir(folder_name) wf = open(save_file_name, 'w') for filename in dir_list: f = open(filename, 'r') line = f.readline() wf.write(line) wf.close() return save_file_name @check_time def init_simul(filename, test_num, cbr_num=50, div_step=1): data = read_data_skeleton(filename) # test_num, data = interval_compasation(data, test_num, div_step) test_num = min(test_num, len(data)) skeletons = [] for i in range(test_num): skeletons.append(Skeleton(data[i])) cbr_num = min(test_num, cbr_num) cal_skeletons = [] for i in range(cbr_num): cal_skeletons.append(skeletons[i*div_step]) calibration = Calibration(cal_skeletons) lower_init_mean, upper_init_mean = calibration.get_init_mean(0, filename) return skeletons, lower_init_mean, upper_init_mean, test_num @check_time ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def make_filter(lower_init_mean, lower_init_cov, upper_init_mean, upper_init_cov, model): flt = None if model == 'ukf': flt = ukf_Filter_Controler(lower_init_mean, lower_init_cov, upper_init_mean, upper_init_cov) else:
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 10
| 0
| 1,521
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport sys\nimport os\ndef check_time(function):\n\t@wraps(function)\n\tdef measure(*args, **kwargs):\n\t\tstart_time = time.time()\n\t\tresult = function(*args, **kwargs)\n\t\tend_time = time.time()\n\t\tprint(f\"@check_time: {function.__name__} took {end_time - start_time}\")\n\t\treturn result\n\n\treturn measure\n\ndef get_dir_name(dir):\n\tdir_list = []\n\tfor name in os.listdir(dir):\n\t\tpath = dir + '/' + name\n\t\tif not os.path.isfile(path):\n\t\t\tdir_list.append(name)\n\treturn dir_list\n\ndef scan_dir(dir):\n\tdir_list = []\n\tfor name in os.listdir(dir):\n\t\tpath = dir + '/' + name\n\t\tif os.path.isfile(path):\n\t\t\tdir_list.append(path)\n\treturn dir_list\n\n@check_time\ndef merge_skeleton_data(folder_name):\n\tsave_file_name = folder_name + '.txt' \n\tdir_list = scan_dir(folder_name)\n\n\twf = open(save_file_name, 'w')\n\tfor filename in dir_list:\n\t\tf = open(filename, 'r')\n\t\tline = f.readline()\n\t\twf.write(line)\n\twf.close()\n\treturn save_file_name\n\n@check_time\ndef init_simul(filename, test_num, cbr_num=50, div_step=1):\n\tdata = read_data_skeleton(filename)\n\t# test_num, data = interval_compasation(data, test_num, div_step)\n\ttest_num = min(test_num, len(data))\n\n\tskeletons = []\n\tfor i in range(test_num):\n\t\tskeletons.append(Skeleton(data[i]))\n\n\tcbr_num = min(test_num, cbr_num)\n\tcal_skeletons = []\n\tfor i in range(cbr_num):\n\t\tcal_skeletons.append(skeletons[i*div_step])\n\n\tcalibration = Calibration(cal_skeletons)\n\tlower_init_mean, upper_init_mean = calibration.get_init_mean(0, filename)\n\n\treturn skeletons, lower_init_mean, upper_init_mean, test_num\n\n@check_time\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:\ndef make_filter(lower_init_mean, lower_init_cov, upper_init_mean, upper_init_cov, model):\n\tflt = None\n\tif model == 'ukf':\n\t\tflt = ukf_Filter_Controler(lower_init_mean, lower_init_cov, upper_init_mean, upper_init_cov)\n\telse:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6b3c20df06992b958887a2ed1583c032b8b6295
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from __future__ import print_function import json import os from django.conf import settings from django.contrib.auth.hashers import make_password from django.contrib.auth.models import User from wagtail.wagtailcore.models import Page, Site from v1.models import HomePage, BrowseFilterablePage def run(): print('Running script \'scripts.initial_data\' ...') admin_user = None site_root = None events = None admin_user = User.objects.filter(username='admin') if not admin_user: admin_user = User(username='admin', password=make_password(os.environ.get('WAGTAIL_ADMIN_PW')), is_superuser=True, is_active=True, is_staff=True) admin_user.save() else: admin_user = admin_user[0] # Creates a new site root `CFGov` site_root = HomePage.objects.filter(title='CFGOV') if not site_root: root = Page.objects.first() site_root = HomePage(title='CFGOV', slug='home-page', depth=2, owner=admin_user) site_root.live = True root.add_child(instance=site_root) latest = site_root.save_revision(user=admin_user, submitted_for_moderation=False) latest.save() else: site_root = site_root[0] # Setting new site root if not Site.objects.filter(hostname='content.localhost').exists(): site = Site.objects.first() site.port = 8000 site.root_page_id = site_root.id site.save() content_site = Site(hostname='content.localhost', port=8000, root_page_id=site_root.id) content_site.save() # Clean Up old_site_root = Page.objects.filter(id=2)[0] if old_site_root: old_site_root.delete() # Events Browse Page required for event `import-data` command if not BrowseFilterablePage.objects.filter(title='Events').exists(): events = BrowseFilterablePage(title='Events', slug='events', owner=admin_user) site_root.add_child(instance=events) revision = events.save_revision( user=admin_user, submitted_for_moderation=False, ) revision.publish() # Archived Events Browse Filterable Page if not BrowseFilterablePage.objects.filter(title='Archive').exists(): archived_events = BrowseFilterablePage(title='Archive', slug='archive', owner=admin_user) if not events: events = BrowseFilterablePage.objects.get(title='Events') events.add_child(instance=archived_events) revision = archived_events.save_revision( user=admin_user, submitted_for_moderation=False, ) revision.publish()
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Functions: run This code demonstrates Pythoncode:Python programming.
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intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 2,683
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom __future__ import print_function\n\nimport json\nimport os\n\nfrom django.conf import settings\nfrom django.contrib.auth.hashers import make_password\nfrom django.contrib.auth.models import User\nfrom wagtail.wagtailcore.models import Page, Site\n\nfrom v1.models import HomePage, BrowseFilterablePage\n\n\ndef run():\n print('Running script \\'scripts.initial_data\\' ...')\n admin_user = None\n site_root = None\n events = None\n\n admin_user = User.objects.filter(username='admin')\n if not admin_user:\n admin_user = User(username='admin',\n password=make_password(os.environ.get('WAGTAIL_ADMIN_PW')),\n is_superuser=True, is_active=True, is_staff=True)\n admin_user.save()\n else:\n admin_user = admin_user[0]\n\n # Creates a new site root `CFGov`\n site_root = HomePage.objects.filter(title='CFGOV')\n if not site_root:\n root = Page.objects.first()\n site_root = HomePage(title='CFGOV', slug='home-page', depth=2, owner=admin_user)\n site_root.live = True\n root.add_child(instance=site_root)\n latest = site_root.save_revision(user=admin_user, submitted_for_moderation=False)\n latest.save()\n else:\n site_root = site_root[0]\n\n # Setting new site root\n if not Site.objects.filter(hostname='content.localhost').exists():\n site = Site.objects.first()\n site.port = 8000\n site.root_page_id = site_root.id\n site.save()\n content_site = Site(hostname='content.localhost', port=8000, root_page_id=site_root.id)\n content_site.save()\n\n # Clean Up\n old_site_root = Page.objects.filter(id=2)[0]\n if old_site_root:\n old_site_root.delete()\n\n # Events Browse Page required for event `import-data` command\n if not BrowseFilterablePage.objects.filter(title='Events').exists():\n events = BrowseFilterablePage(title='Events', slug='events', owner=admin_user)\n site_root.add_child(instance=events)\n revision = events.save_revision(\n user=admin_user,\n submitted_for_moderation=False,\n )\n revision.publish()\n\n # Archived Events Browse Filterable Page\n if not BrowseFilterablePage.objects.filter(title='Archive').exists():\n archived_events = BrowseFilterablePage(title='Archive', slug='archive', owner=admin_user)\n if not events:\n events = BrowseFilterablePage.objects.get(title='Events')\n\n events.add_child(instance=archived_events)\n revision = archived_events.save_revision(\n user=admin_user,\n submitted_for_moderation=False,\n )\n revision.publish()"}, {"role": "assistant", "content": " Functions: run\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6b3d6bc9a4bc463c1dd688594551748653895d4
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Simple python3 script to compare output with a reference output. # Usage: python3 compareOutputs.py testOutput.h5 testRefOutput.h5 import sys import h5py import numpy as np if len(sys.argv) != 3: print("Expected two arguments. Output and reference output file.") sys.exit(1) filename = sys.argv[1] ref_filename = sys.argv[2] f = h5py.File(filename, 'r') ref_f = h5py.File(ref_filename, 'r') out = np.array(f['output_data']) out_ref = np.array(ref_f['output_data']) if out.shape != out_ref.shape: print("The files do not contain the same number of outputs.") print("The output size: {0}.".format(out.shape[0])) print("The reference size: {0}.".format(out_ref.shape[0])) sys.exit(1) ref_value = np.copy(out_ref) ref_value[ref_value == 0.0] = 1.0 error = (out_ref - out) / ref_value maximal_error = np.amax(error) print("Maximal error between the output and the reference is {0}.". Error: SyntaxError / EOF
|
Fixed Code: # Simple python3 script to compare output with a reference output. # Usage: python3 compareOutputs.py testOutput.h5 testRefOutput.h5 import sys import h5py import numpy as np if len(sys.argv) != 3: print("Expected two arguments. Output and reference output file.") sys.exit(1) filename = sys.argv[1] ref_filename = sys.argv[2] f = h5py.File(filename, 'r') ref_f = h5py.File(ref_filename, 'r') out = np.array(f['output_data']) out_ref = np.array(ref_f['output_data']) Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 915
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Simple python3 script to compare output with a reference output.\n# Usage: python3 compareOutputs.py testOutput.h5 testRefOutput.h5\n\nimport sys\nimport h5py\nimport numpy as np\n\nif len(sys.argv) != 3:\n print(\"Expected two arguments. Output and reference output file.\")\n sys.exit(1)\n\nfilename = sys.argv[1]\nref_filename = sys.argv[2]\n\nf = h5py.File(filename, 'r')\nref_f = h5py.File(ref_filename, 'r')\n\nout = np.array(f['output_data'])\nout_ref = np.array(ref_f['output_data'])\n\nif out.shape != out_ref.shape:\n print(\"The files do not contain the same number of outputs.\")\n print(\"The output size: {0}.\".format(out.shape[0]))\n print(\"The reference size: {0}.\".format(out_ref.shape[0]))\n\n sys.exit(1)\n\nref_value = np.copy(out_ref)\nref_value[ref_value == 0.0] = 1.0\n\nerror = (out_ref - out) / ref_value\n\nmaximal_error = np.amax(error)\n\nprint(\"Maximal error between the output and the reference is {0}.\".\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Simple python3 script to compare output with a reference output.\n# Usage: python3 compareOutputs.py testOutput.h5 testRefOutput.h5\n\nimport sys\nimport h5py\nimport numpy as np\n\nif len(sys.argv) != 3:\n print(\"Expected two arguments. Output and reference output file.\")\n sys.exit(1)\n\nfilename = sys.argv[1]\nref_filename = sys.argv[2]\n\nf = h5py.File(filename, 'r')\nref_f = h5py.File(ref_filename, 'r')\n\nout = np.array(f['output_data'])\nout_ref = np.array(ref_f['output_data'])\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6b40095f02ec8f60d6c2306673d054478953aba
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- from rest_framework import serializers from .models import Tag class TagSerializer(serializers.ModelSerializer): class Meta: model = Tag read_only_fields = ('topics_count',)
|
Syntax Analysis: Fixes: • Add docstring to class 'TagSerializer' • Add docstring to class 'Meta'
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 0
| 2
| 222
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nfrom rest_framework import serializers\n\nfrom .models import Tag\n\n\nclass TagSerializer(serializers.ModelSerializer):\n class Meta:\n model = Tag\n read_only_fields = ('topics_count',)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to class 'TagSerializer'\n \u2022 Add docstring to class 'Meta'"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
e6b45faace1959ed1daf554b861e2a396b78702b
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from amqpstorm.management import ManagementApi if __name__ == '__main__': API = ManagementApi('http://127.0.0.1:15672', 'guest', 'guest') try: result = API.aliveness_test('/') if result['status'] == 'ok': print("RabbitMQ is alive!") else: print("RabbitMQ is not alive! :(") except ApiConnectionError as why: print('Connection Error: %s' % why) except ApiError as why: print('ApiError: %s' % why) Error: NameError: name is not defined
|
Fixed Code: from amqpstorm.management import ApiConnectionError from amqpstorm.management import ApiError from amqpstorm.management import ManagementApi if __name__ == '__main__': API = ManagementApi('http://127.0.0.1:15672', 'guest', 'guest') try: result = API.aliveness_test('/') if result['status'] == 'ok': print("RabbitMQ is alive!") else: print("RabbitMQ is not alive! :(") except ApiConnectionError as why: print('Connection Error: %s' % why) except ApiError as why: print('ApiError: %s' % why) Explanation: Add missing imports: from amqpstorm.management import ApiError, from amqpstorm.management import ApiConnectionError
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 477
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom amqpstorm.management import ManagementApi\n\nif __name__ == '__main__':\n API = ManagementApi('http://127.0.0.1:15672', 'guest', 'guest')\n try:\n result = API.aliveness_test('/')\n if result['status'] == 'ok':\n print(\"RabbitMQ is alive!\")\n else:\n print(\"RabbitMQ is not alive! :(\")\n except ApiConnectionError as why:\n print('Connection Error: %s' % why)\n except ApiError as why:\n print('ApiError: %s' % why)\n\n\n Error: NameError: name is not defined"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom amqpstorm.management import ApiConnectionError\nfrom amqpstorm.management import ApiError\nfrom amqpstorm.management import ManagementApi\n\nif __name__ == '__main__':\n API = ManagementApi('http://127.0.0.1:15672', 'guest', 'guest')\n try:\n result = API.aliveness_test('/')\n if result['status'] == 'ok':\n print(\"RabbitMQ is alive!\")\n else:\n print(\"RabbitMQ is not alive! :(\")\n except ApiConnectionError as why:\n print('Connection Error: %s' % why)\n except ApiError as why:\n print('ApiError: %s' % why)\n\n\n Explanation: Add missing imports: from amqpstorm.management import ApiError, from amqpstorm.management import ApiConnectionError"}]
| true
|
syntax
|
MISSING_IMPORTS
|
LOW
|
e6b462f3efa3e6e931f1a4ef9f1a10fd45f8f99c
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- from zvt.contract.api import df_to_db from zvt.contract.recorder import Recorder from zvt.domain.meta.stockhk_meta import Stockhk from zvt.recorders.em import em_api class EMStockhkRecorder(Recorder): provider = "em" data_schema = Stockhk def run(self): df_south = em_api.get_tradable_list(entity_type="stockhk", hk_south=True) df_south = df_south.set_index("code", drop=False) df_south["south"] = True df = em_api.get_tradable_list(entity_type="stockhk") df = df.set_index("code", drop=False) df_other = df.loc[~df.index.isin(df_south.index)].copy() df_other["south"] = False df_to_db(df=df_south, data_schema=self.data_schema, provider=self.provider, force_update=self.force_update) df_to_db(df=df_other, data_schema=self.data_schema, provider=self.provider, force_update=self.force_update) if __name__ == "__main__": recorder = EMStockhkRecorder() recorder.run() # the __all__ is generated __all__ = ["EMStockhkRecorder"]
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 28 ✨ Improvements: Add docstring to class 'EMStockhkRecorder' Add docstring to function 'run'
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 1
| 1
| 1,048
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nfrom zvt.contract.api import df_to_db\nfrom zvt.contract.recorder import Recorder\nfrom zvt.domain.meta.stockhk_meta import Stockhk\nfrom zvt.recorders.em import em_api\n\n\nclass EMStockhkRecorder(Recorder):\n provider = \"em\"\n data_schema = Stockhk\n\n def run(self):\n df_south = em_api.get_tradable_list(entity_type=\"stockhk\", hk_south=True)\n df_south = df_south.set_index(\"code\", drop=False)\n df_south[\"south\"] = True\n\n df = em_api.get_tradable_list(entity_type=\"stockhk\")\n df = df.set_index(\"code\", drop=False)\n df_other = df.loc[~df.index.isin(df_south.index)].copy()\n df_other[\"south\"] = False\n df_to_db(df=df_south, data_schema=self.data_schema, provider=self.provider, force_update=self.force_update)\n df_to_db(df=df_other, data_schema=self.data_schema, provider=self.provider, force_update=self.force_update)\n\n\nif __name__ == \"__main__\":\n recorder = EMStockhkRecorder()\n recorder.run()\n# the __all__ is generated\n__all__ = [\"EMStockhkRecorder\"]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 28\n\n\u2728 Improvements:\n Add docstring to class 'EMStockhkRecorder'\n Add docstring to function 'run'"}]
| false
| null | null | null |
e6b741334252c43868c1ae3bb0661b811481f368
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from util.io import read_setting_json, read_0h_data, read_24h_data, draw_single_curve from util.convert import split_array_into_samples, calculate_avg_of_sample, convert_to_percentage from util.calculus import calculate_summary_of_sample, fit_sigmoid_curve
|
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
|
data_processing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 256
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom util.io import read_setting_json, read_0h_data, read_24h_data, draw_single_curve\nfrom util.convert import split_array_into_samples, calculate_avg_of_sample, convert_to_percentage\nfrom util.calculus import calculate_summary_of_sample, fit_sigmoid_curve"}, {"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
|
e6b7cb0bb44951e0d2ab9c8433c064285f85c4f7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- test-case-name: twisted.names.test.test_rootresolve -*- # Copyright (c) 2001-2009 Twisted Matrix Laboratories. # See LICENSE for details. def retry(t, p, *args): assert t, "Timeout is required" t = list(t) def errback(failure): failure.trap(defer.TimeoutError) if not t: return failure return p.query(timeout=t.pop(0), *args ).addErrback(errback ) return p.query(timeout=t.pop(0), *args ).addErrback(errback ) class _DummyController: def messageReceived(self, *args): pass class Resolver(common.ResolverBase): def __init__(self, hints): common.ResolverBase.__init__(self) self.hints = hints def _lookup(self, name, cls, type, timeout): d = discoverAuthority(name, self.hints ).addCallback(self.discoveredAuthority, name, cls, type, timeout )
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 8
| 2
| 911
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- test-case-name: twisted.names.test.test_rootresolve -*-\n# Copyright (c) 2001-2009 Twisted Matrix Laboratories.\n# See LICENSE for details.\n\ndef retry(t, p, *args):\n assert t, \"Timeout is required\"\n t = list(t)\n def errback(failure):\n failure.trap(defer.TimeoutError)\n if not t:\n return failure\n return p.query(timeout=t.pop(0), *args\n ).addErrback(errback\n )\n return p.query(timeout=t.pop(0), *args\n ).addErrback(errback\n )\n\nclass _DummyController:\n def messageReceived(self, *args):\n pass\n\nclass Resolver(common.ResolverBase):\n def __init__(self, hints):\n common.ResolverBase.__init__(self)\n self.hints = hints\n\n def _lookup(self, name, cls, type, timeout):\n d = discoverAuthority(name, self.hints\n ).addCallback(self.discoveredAuthority, name, cls, type, timeout\n )"}, {"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
|
e6b8a82e6b0282dee965fc93d3c31abaae481d21
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # ================================================================ # MIT License # Copyright (c) 2021 edwardyehuang (https://github.com/edwardyehuang) # ================================================================ import os, sys rootpath = os.path.abspath(os.path.join(os.path.dirname(__file__), os.pardir, os.pardir)) sys.path.insert(1, rootpath) import tensorflow as tf import numpy as np from PIL import Image from absl import app from absl import flags from common_flags import FLAGS from ids.voc2012 import get_colormap as get_voc2012_colormap from ids.cityscapes_fine import get_colormap as get_cityscapes_colormap flags.DEFINE_string("input_dir", None, "input dir path") flags.DEFINE_string("output_dir", None, "output dir path") flags.DEFINE_string("colormap", "voc2012", "colormap name") flags.DEFINE_integer("ignore_label", 255, "ignore label") def apply_colormap_to_dir(input_dir, output_dir=None, colormap=None): colormap = colormap.astype(np.uint8) counter = 0 if not os.path.exists(output_dir): os.mkdir(output_dir) for filename in tf.io.gfile.listdir(input_dir): input_path = os.path.join(input_dir, filename) output_path = os.path.join(output_dir, filename) img = Image.open(input_path) if img.mode != "L" and img.mode != "P": continue img = img.convert("P") img.putpalette(colormap) img.save(output_path, format="PNG") counter += 1 tf.print("Processed {}".format(counter)) def main(argv): colormap_name = FLAGS.colormap colormap_name = colormap_name.lower() if colormap_name == "voc2012": colormap = get_voc2012_colormap() Error: IndentationError / Incomplete Function
|
Fixed Code: # ================================================================ # MIT License # Copyright (c) 2021 edwardyehuang (https://github.com/edwardyehuang) # ================================================================ import os, sys rootpath = os.path.abspath(os.path.join(os.path.dirname(__file__), os.pardir, os.pardir)) sys.path.insert(1, rootpath) import tensorflow as tf import numpy as np from PIL import Image from absl import app from absl import flags from common_flags import FLAGS Explanation: Complete the function 'main' body and add missing return
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 1,698
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# ================================================================\n# MIT License\n# Copyright (c) 2021 edwardyehuang (https://github.com/edwardyehuang)\n# ================================================================\n\nimport os, sys\n\nrootpath = os.path.abspath(os.path.join(os.path.dirname(__file__), os.pardir, os.pardir))\n\nsys.path.insert(1, rootpath)\n\nimport tensorflow as tf\n\nimport numpy as np\nfrom PIL import Image\n\nfrom absl import app\n\nfrom absl import flags\nfrom common_flags import FLAGS\n\nfrom ids.voc2012 import get_colormap as get_voc2012_colormap\nfrom ids.cityscapes_fine import get_colormap as get_cityscapes_colormap\n\nflags.DEFINE_string(\"input_dir\", None, \"input dir path\")\nflags.DEFINE_string(\"output_dir\", None, \"output dir path\")\nflags.DEFINE_string(\"colormap\", \"voc2012\", \"colormap name\")\nflags.DEFINE_integer(\"ignore_label\", 255, \"ignore label\")\n\n\ndef apply_colormap_to_dir(input_dir, output_dir=None, colormap=None):\n\n colormap = colormap.astype(np.uint8)\n\n counter = 0\n\n if not os.path.exists(output_dir):\n os.mkdir(output_dir)\n\n for filename in tf.io.gfile.listdir(input_dir):\n\n input_path = os.path.join(input_dir, filename)\n output_path = os.path.join(output_dir, filename)\n\n img = Image.open(input_path)\n\n if img.mode != \"L\" and img.mode != \"P\":\n continue\n\n img = img.convert(\"P\")\n\n img.putpalette(colormap)\n img.save(output_path, format=\"PNG\")\n\n counter += 1\n\n tf.print(\"Processed {}\".format(counter))\n\n\ndef main(argv):\n\n colormap_name = FLAGS.colormap\n\n colormap_name = colormap_name.lower()\n\n if colormap_name == \"voc2012\":\n colormap = get_voc2012_colormap()\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# ================================================================\n# MIT License\n# Copyright (c) 2021 edwardyehuang (https://github.com/edwardyehuang)\n# ================================================================\n\nimport os, sys\n\nrootpath = os.path.abspath(os.path.join(os.path.dirname(__file__), os.pardir, os.pardir))\n\nsys.path.insert(1, rootpath)\n\nimport tensorflow as tf\n\nimport numpy as np\nfrom PIL import Image\n\nfrom absl import app\n\nfrom absl import flags\nfrom common_flags import FLAGS\n\n Explanation: Complete the function 'main' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
e6b8dc6f73954e378a1c4ed802de05ace9457d1e
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: class BaseSSO: async def get_redirect_url(self): """Returns redirect url for facebook.""" raise NotImplementedError("Provider not implemented") async def verify(self, request): """ Fetches user details using code received in the request. :param request: starlette request object """ raise NotImplementedError("Provider not implemented")
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 1
| 406
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nclass BaseSSO:\n\n async def get_redirect_url(self):\n\n \"\"\"Returns redirect url for facebook.\"\"\"\n\n raise NotImplementedError(\"Provider not implemented\")\n\n async def verify(self, request):\n \"\"\"\n Fetches user details using code received in the request.\n\n :param request: starlette request object\n \"\"\"\n raise NotImplementedError(\"Provider not implemented\")"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e6b9337bdda045910328d8c9cc38338bc1311810
|
TheStack--python--000.parquet
|
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