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Fill in the in this Pythoncode:Python code: from layout import Shape, Widget from flash.text.engine import TextBlock, TextElement @package('layout') class Poly(Shape): __slots__ = ('fillcolor', 'sequence') def __init__(self, name, fillcolor, seq, states): super().__init__(name, states) self.fillcolor = fillcolor self.sequence = seq def draw(self, w, h): g = self.graphics g.clear() for line in values(self.sequence): g.beginFill(self.fillcolor) g.moveTo(int(line[0][0]*w), int(line[0][1]*h)) for idx in range(1, line.length): g.lineTo(int(line[idx][0]*w), int(line[idx][1]*h)) g.endFill() @package('layout') class RoundRect(Shape): __slots__ = ('fillcolor', 'radius') def __init__(self, name, fillcolor, radius, states): super().__init__(name, states) self.fillcolor = fillcolor self.radius = radius # Complete this line def draw(self, width, height): g = self.graphics g.clear() g.beginFill(self.fillcolor) g.drawRoundRect(0, 0, width, height, self.radius, self.radius) g.endFill() @package('layout') class TextLine(Widget): __slots__ = ('format', 'text', 'textline') def __init__(self, format, text, name, states): self.format = format self.text = text super().__init__(name, states) def draw(self, width, height): if self.textline: self.removeChild(self.textline) tb = TextBlock() tb.content = TextElement(self.text, self.format) self.textline = tb.createTextLine(None, width) self.addChild(self.textline) @package('layout') class CenteredLine(TextLine): def __init__(self, format, text, name, states): super().__init__(format, text, name, states) def draw(self, width, height): super().draw(width, height) self.textline.x = int((width - self.textline.width)/2) self.textline.y = int((height - self.textline.height)/2)
|
The missing line is:
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advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 8
| 4
| 1,994
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom layout import Shape, Widget\nfrom flash.text.engine import TextBlock, TextElement\n\n@package('layout')\nclass Poly(Shape):\n __slots__ = ('fillcolor', 'sequence')\n def __init__(self, name, fillcolor, seq, states):\n super().__init__(name, states)\n self.fillcolor = fillcolor\n self.sequence = seq\n\n def draw(self, w, h):\n g = self.graphics\n g.clear()\n for line in values(self.sequence):\n g.beginFill(self.fillcolor)\n g.moveTo(int(line[0][0]*w), int(line[0][1]*h))\n for idx in range(1, line.length):\n g.lineTo(int(line[idx][0]*w), int(line[idx][1]*h))\n g.endFill()\n\n@package('layout')\nclass RoundRect(Shape):\n __slots__ = ('fillcolor', 'radius')\n def __init__(self, name, fillcolor, radius, states):\n super().__init__(name, states)\n self.fillcolor = fillcolor\n self.radius = radius\n # Complete this line\n def draw(self, width, height):\n g = self.graphics\n g.clear()\n g.beginFill(self.fillcolor)\n g.drawRoundRect(0, 0, width, height, self.radius, self.radius)\n g.endFill()\n\n@package('layout')\nclass TextLine(Widget):\n __slots__ = ('format', 'text', 'textline')\n def __init__(self, format, text, name, states):\n self.format = format\n self.text = text\n super().__init__(name, states)\n\n def draw(self, width, height):\n if self.textline:\n self.removeChild(self.textline)\n tb = TextBlock()\n tb.content = TextElement(self.text, self.format)\n self.textline = tb.createTextLine(None, width)\n self.addChild(self.textline)\n\n@package('layout')\nclass CenteredLine(TextLine):\n def __init__(self, format, text, name, states):\n super().__init__(format, text, name, states)\n def draw(self, width, height):\n super().draw(width, height)\n self.textline.x = int((width - self.textline.width)/2)\n self.textline.y = int((height - self.textline.height)/2)"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
b96253f9f9bc87e42d80842aebed3aa7dacb859b
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import traceback import uuid import socket import logging import os import base64 import zlib import gzip import time import datetime from http import cookies from http.server import BaseHTTPRequestHandler from http.server import HTTPServer from threading import Thread import WebRequest def capture_expected_headers(expected_headers, test_context, is_chromium=False, is_selenium_garbage_chromium=False, is_annoying_pjs=False, skip_header_checks=False): # print("Capturing expected headers:") # print(expected_headers) assert isinstance(expected_headers, dict), "expected_headers must be a dict. Passed a %s" & type(expected_headers) for key, val in expected_headers.items(): assert isinstance(key, str) assert isinstance(val, str) cookie_key = uuid.uuid4().hex log = logging.getLogger("Main.TestServer") sucuri_reqs_1 = 0 sucuri_reqs_2 = 0 sucuri_reqs_3 = 0 class MockServerRequestHandler(BaseHTTPRequestHandler): def log_message(self, format, *args): return ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def validate_headers(self): for key, value in expected_headers.items(): if (is_annoying_pjs or is_selenium_garbage_chromium or skip_header_checks) and key == 'Accept-Encoding': # So PhantomJS monkeys with accept-encoding headers # Just ignore that particular header, I guess.
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 3
| 1
| 992
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\nimport traceback\nimport uuid\nimport socket\nimport logging\nimport os\nimport base64\nimport zlib\nimport gzip\nimport time\nimport datetime\nfrom http import cookies\nfrom http.server import BaseHTTPRequestHandler\nfrom http.server import HTTPServer\nfrom threading import Thread\n\nimport WebRequest\n\n\ndef capture_expected_headers(expected_headers, test_context, is_chromium=False, is_selenium_garbage_chromium=False, is_annoying_pjs=False, skip_header_checks=False):\n\n\t# print(\"Capturing expected headers:\")\n\t# print(expected_headers)\n\n\tassert isinstance(expected_headers, dict), \"expected_headers must be a dict. Passed a %s\" & type(expected_headers)\n\n\tfor key, val in expected_headers.items():\n\t\tassert isinstance(key, str)\n\t\tassert isinstance(val, str)\n\n\tcookie_key = uuid.uuid4().hex\n\tlog = logging.getLogger(\"Main.TestServer\")\n\n\n\tsucuri_reqs_1 = 0\n\tsucuri_reqs_2 = 0\n\tsucuri_reqs_3 = 0\n\n\tclass MockServerRequestHandler(BaseHTTPRequestHandler):\n\n\n\t\tdef log_message(self, format, *args):\n\t\t\treturn\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\t\tdef validate_headers(self):\n\t\t\tfor key, value in expected_headers.items():\n\t\t\t\tif (is_annoying_pjs or is_selenium_garbage_chromium or skip_header_checks) and key == 'Accept-Encoding':\n\t\t\t\t\t# So PhantomJS monkeys with accept-encoding headers\n\t\t\t\t\t# Just ignore that particular header, I guess."}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b963a238595dc05d6bc40e6f5888099b52a8fc14
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import csv import math import numpy as np import pandas import scipy.optimize import sys import argparse def ineq_constraint_1(v): return np.array([vi for vi in v]) def ineq_constraint_2(v): return np.array([-vi + 30 for vi in v]) class WeightAverage: def __init__(self, mean, csv): self.df = pandas.read_csv(csv) self.course = self.df['name'] self.expected_mean = mean self.credits = self.df[['credits', 'grade']].query('grade == 0')[['credits']].transpose().to_numpy()[0] self.grade_initial_sol = np.array([mean for _ in range(0, len(self.credits))]) self.owned_credits = self.df[['credits', 'grade']].query('grade > 0')[['credits']].transpose().to_numpy()[0] self.owned_grades = self.df[['grade']].query('grade > 0').transpose().to_numpy()[0] self.tot_credits = sum(self.owned_credits) + sum(self.credits) def weight_average(self, v): term1 = 0 term2 = 0 for i in range(0, len(self.owned_grades)): term1 = term1 + self.owned_grades[i] * self.owned_credits[i] for i in range(0, len(v)): term2 = term2 + v[i] * self.credits[i] return (term1 + term2) / self.tot_credits def eq_constraint(self, v): return self.weight_average(v) - self.expected_mean def solve(self): cons = ( {'type': 'eq', 'fun': self.eq_constraint}, {'type': 'ineq', 'fun': ineq_constraint_1}, {'type': 'ineq', 'fun': ineq_constraint_2}) res = scipy.optimize.minimize(self.weight_average, self.grade_initial_sol, method='SLSQP', constraints=cons if not res.success: return None return res.x def error_no_solution(): print("Mean not possible with current vote :(") exit(0) def output_result(solver, sol): avg = solver.weight_average(sol) df = solver.df print(f"Expected mean: {avg} -> {int(round(avg / 30 * 110, 0))} / 110") if sol is None: print("Not Possible with current grades :(") exit() for index, row in df.query('grade > 0').iterrows(): print(f"'{row['name']}', credits: {row['credits']}, grade {row['grade']}") i = 0 for index, row in df.query('grade == 0').iterrows(): print(f"'{row['name']}', credits: {row['credits']}, grade {int(sol[i])}") i += 1 return 0 ... [1 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 47 - expected ')' • Unclosed '(' at line 54 - expected ')' Fixes: • Complete the expression on the last line • Add closing ')' bracket • Add closing ')' bracket
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 8
| 1
| 2,421
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport csv\nimport math\nimport numpy as np\nimport pandas\nimport scipy.optimize\nimport sys\nimport argparse\n\n\ndef ineq_constraint_1(v):\n return np.array([vi for vi in v])\n\n\ndef ineq_constraint_2(v):\n return np.array([-vi + 30 for vi in v])\n\n\nclass WeightAverage:\n\n def __init__(self, mean, csv):\n self.df = pandas.read_csv(csv)\n self.course = self.df['name']\n self.expected_mean = mean\n self.credits = self.df[['credits', 'grade']].query('grade == 0')[['credits']].transpose().to_numpy()[0]\n self.grade_initial_sol = np.array([mean for _ in range(0, len(self.credits))])\n self.owned_credits = self.df[['credits', 'grade']].query('grade > 0')[['credits']].transpose().to_numpy()[0]\n self.owned_grades = self.df[['grade']].query('grade > 0').transpose().to_numpy()[0]\n self.tot_credits = sum(self.owned_credits) + sum(self.credits)\n\n def weight_average(self, v):\n term1 = 0\n term2 = 0\n for i in range(0, len(self.owned_grades)):\n term1 = term1 + self.owned_grades[i] * self.owned_credits[i]\n for i in range(0, len(v)):\n term2 = term2 + v[i] * self.credits[i]\n return (term1 + term2) / self.tot_credits\n\n def eq_constraint(self, v):\n return self.weight_average(v) - self.expected_mean\n\n def solve(self):\n cons = (\n {'type': 'eq', 'fun': self.eq_constraint},\n {'type': 'ineq', 'fun': ineq_constraint_1},\n {'type': 'ineq', 'fun': ineq_constraint_2})\n res = scipy.optimize.minimize(self.weight_average, self.grade_initial_sol, method='SLSQP', constraints=cons\n if not res.success:\n return None\n return res.x\n\n\ndef error_no_solution():\n print(\"Mean not possible with current vote :(\")\n exit(0)\n\n\ndef output_result(solver, sol):\n avg = solver.weight_average(sol)\n df = solver.df\n print(f\"Expected mean: {avg} -> {int(round(avg / 30 * 110, 0))} / 110\")\n if sol is None:\n print(\"Not Possible with current grades :(\")\n exit()\n for index, row in df.query('grade > 0').iterrows():\n print(f\"'{row['name']}', credits: {row['credits']}, grade {row['grade']}\")\n i = 0\n for index, row in df.query('grade == 0').iterrows():\n print(f\"'{row['name']}', credits: {row['credits']}, grade {int(sol[i])}\")\n i += 1\n return 0\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 47 - expected ')'\n \u2022 Unclosed '(' at line 54 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b963e6196b8baa521ce89adb40142bf81a9183a6
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # coding=utf-8 # *** WARNING: this file was generated by the Pulumi SDK Generator. *** # *** Do not edit by hand unless you're certain you know what you are doing! *** import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from ... import _utilities from . import outputs from ._enums import * from ._inputs import * class TestMatrixArgs: ... [36 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 3 • Block at line 14 has no indented body Fixes: • Complete the expression on the last line • Add closing quote at line 3 • Fix indentation to match Python syntax rules
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 0
| 1
| 459
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# coding=utf-8\n# *** WARNING: this file was generated by the Pulumi SDK Generator. ***\n# *** Do not edit by hand unless you're certain you know what you are doing! ***\n\n import warnings\nimport pulumi\nimport pulumi.runtime\n from typing import Any, Mapping, Optional, Sequence, Union, overload\nfrom ... import _utilities\nfrom . import outputs\nfrom ._enums import *\nfrom ._inputs import *\n\nclass TestMatrixArgs:\n\n ... [36 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 3\n \u2022 Block at line 14 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 3\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b9652ceb78b45d3bef98c61d48e3cd4630133615
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import tkinter as tk import tkinter.messagebox from Control import Control ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: class View: ... [6 more functiondefs truncated] ...
|
beginner
|
ui
|
incomplete_code
|
Pythoncode:Python
| 0
| 1
| 74
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport tkinter as tk\nimport tkinter.messagebox\nfrom Control import Control\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\nclass View:\n\n ... [6 more functiondefs truncated] ..."}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b965c021bcb2dac479172708e85ad9ed89f09ef2
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #coding:utf-8 # # id: bugs.core_3355 # title: Wrong comparsion of DATE and TIMESTAMP if index is used # decription: # tracker_id: CORE-3355 # min_versions: ['2.1.5'] # versions: 3.0 # qmid: None import pytest from firebird.qa import db_factory, isql_act, Action # version: 3.0 # resources: None substitutions_1 = [] init_script_1 = """create table tdate (id integer not null primary key, val date); create index tdateix1 on tdate (val); commit; insert into tdate values (0, '1997-12-31'); insert into tdate values (1, '1998-01-01'); insert into tdate values (2, '1998-01-02'); insert into tdate values (3, '1998-01-03'); insert into tdate values (4, '1998-01-04'); insert into tdate values (5, '1998-01-05'); commit; """ db_1 = db_factory(page_size=4096, sql_dialect=3, init=init_script_1) test_script_1 = """select count(*) from tdate where val >= timestamp'1998-01-04 12:00:00.0000'; select count(*) from tdate where val < timestamp'1998-01-04 12:00:00.0000'; """ act_1 = isql_act('db_1', test_script_1, substitutions=substitutions_1) expected_stdout_1 = """ COUNT ===================== 1 COUNT ===================== 5 """ @pytest.mark.version('>=3.0') def test_1(act_1: Action): act_1.expected_stdout = expected_stdout_1 act_1.execute() assert act_1.clean_stdout == act_1.clean_expected_stdout
|
Code Review: ❌ Critical issues: Unterminated string literal at line 19 Block at line 5 has no indented body ⚠️ Code quality: Unexpected indentation at line 40 Unexpected indentation at line 42 Unexpected indentation at line 47 Unexpected indentation at line 54 Unexpected indentation at line 55 ✨ Improvements: Add closing quote at line 19
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 1
| 0
| 1,428
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#coding:utf-8\n#\n# id: bugs.core_3355\n# title: Wrong comparsion of DATE and TIMESTAMP if index is used\n# decription: \n# tracker_id: CORE-3355\n# min_versions: ['2.1.5']\n# versions: 3.0\n# qmid: None\n\nimport pytest\nfrom firebird.qa import db_factory, isql_act, Action\n\n# version: 3.0\n# resources: None\n\nsubstitutions_1 = []\n\ninit_script_1 = \"\"\"create table tdate (id integer not null primary key, val date);\ncreate index tdateix1 on tdate (val);\ncommit;\ninsert into tdate values (0, '1997-12-31');\ninsert into tdate values (1, '1998-01-01');\ninsert into tdate values (2, '1998-01-02');\ninsert into tdate values (3, '1998-01-03');\ninsert into tdate values (4, '1998-01-04');\ninsert into tdate values (5, '1998-01-05');\ncommit;\n\"\"\"\n\ndb_1 = db_factory(page_size=4096, sql_dialect=3, init=init_script_1)\n\ntest_script_1 = \"\"\"select count(*) from tdate where val >= timestamp'1998-01-04 12:00:00.0000';\nselect count(*) from tdate where val < timestamp'1998-01-04 12:00:00.0000';\n\"\"\"\n\nact_1 = isql_act('db_1', test_script_1, substitutions=substitutions_1)\n\nexpected_stdout_1 = \"\"\"\n COUNT\n=====================\n 1\n\n\n COUNT\n=====================\n 5\n\n\"\"\"\n\n@pytest.mark.version('>=3.0')\ndef test_1(act_1: Action):\n act_1.expected_stdout = expected_stdout_1\n act_1.execute()\n assert act_1.clean_stdout == act_1.clean_expected_stdout"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 19\n Block at line 5 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 40\n Unexpected indentation at line 42\n Unexpected indentation at line 47\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n\n\u2728 Improvements:\n Add closing quote at line 19"}]
| false
| null | null | null |
b9669e29ffa745ca4256305d7461bcbe497cc930
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: def begin_pipeline(**kwargs): print("begin_pipeline:") files = kwargs['dag_run'].conf.get('files') download_decrypt_arguments = '' transfer_arguments_list = [] for f in files: print("download_decrypt_transfer_files: file: ", f['name'], ', location: ', f['path']) output = f['name']+','+f['path']+','+f['final_name'] download_decrypt_arguments = download_decrypt_arguments + " " + output transfer_arguments_list.append(DATA_LOCATION + "/"+f['final_name']) transfer_arguments = ",".join(transfer_arguments_list) print("final download_decrypt_arguments: ",download_decrypt_arguments) print("final transfer_arguments: ",transfer_arguments) kwargs["ti"].xcom_push(key="download_decrypt_arguments", value=download_decrypt_arguments) kwargs["ti"].xcom_push(key="transfer_arguments", value=transfer_arguments) def pipeline_enable_check(**kwargs): dp = DagPebbles() if dp.pipeline_enable_check('DATA_LOAD'): return "pipeline_check_passed" else: return "pipeline_check_skipped" def pipeline_check_passed(**kwargs): print("pipeline_check_passed:") def end_pipeline(**kwargs): print("end_pipeline:") def pipeline_check_skipped(**kwargs): print("pipeline_check_skipped:") def cleanup(**kwargs): dp = DagPebbles() print("cleanup") def notify(**kwargs): dp = DagPebbles() print("notify") ... [1 more functiondefs truncated] ...
|
Functions: begin_pipeline, pipeline_enable_check, pipeline_check_passed, end_pipeline, pipeline_check_skipped This code demonstrates Pythoncode:Python programming.
|
advanced
|
data_processing
|
code_explanation
|
Pythoncode:Python
| 7
| 0
| 1,512
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\ndef begin_pipeline(**kwargs):\n print(\"begin_pipeline:\")\n files = kwargs['dag_run'].conf.get('files')\n \n download_decrypt_arguments = ''\n transfer_arguments_list = []\n for f in files:\n print(\"download_decrypt_transfer_files: file: \", f['name'], ', location: ', f['path']) \n output = f['name']+','+f['path']+','+f['final_name']\n download_decrypt_arguments = download_decrypt_arguments + \" \" + output\n transfer_arguments_list.append(DATA_LOCATION + \"/\"+f['final_name'])\n \n transfer_arguments = \",\".join(transfer_arguments_list)\n print(\"final download_decrypt_arguments: \",download_decrypt_arguments)\n print(\"final transfer_arguments: \",transfer_arguments) \n kwargs[\"ti\"].xcom_push(key=\"download_decrypt_arguments\", value=download_decrypt_arguments)\n kwargs[\"ti\"].xcom_push(key=\"transfer_arguments\", value=transfer_arguments)\n \n \ndef pipeline_enable_check(**kwargs):\n dp = DagPebbles()\n if dp.pipeline_enable_check('DATA_LOAD'):\n return \"pipeline_check_passed\"\n else:\n return \"pipeline_check_skipped\" \n\ndef pipeline_check_passed(**kwargs):\n print(\"pipeline_check_passed:\") \n\ndef end_pipeline(**kwargs):\n print(\"end_pipeline:\")\n\n\ndef pipeline_check_skipped(**kwargs):\n print(\"pipeline_check_skipped:\") \n \ndef cleanup(**kwargs):\n dp = DagPebbles()\n print(\"cleanup\") \n\n \ndef notify(**kwargs):\n dp = DagPebbles()\n print(\"notify\") \n\n \n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: begin_pipeline, pipeline_enable_check, pipeline_check_passed, end_pipeline, pipeline_check_skipped\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b967ba0197b144171458b230c2dfe31844ba0b72
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Copyright 2014 IBM Corp. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. from keystone.common import controller from keystone.common import dependency from keystone import notifications class EndpointPolicyV3Controller(controller.V3Controller): collection_name = 'endpoints' member_name = 'endpoint' def __init__(self): super(EndpointPolicyV3Controller, self).__init__() notifications.register_event_callback( 'deleted', 'endpoint', self._on_endpoint_delete) notifications.register_event_callback( 'deleted', 'service', self._on_service_delete) notifications.register_event_callback( 'deleted', 'region', self._on_region_delete) notifications.register_event_callback( 'deleted', 'policy', self._on_policy_delete) def _on_endpoint_delete(self, service, resource_type, operation, payload): self.endpoint_policy_api.delete_association_by_endpoint( payload['resource_info']) def _on_service_delete(self, service, resource_type, operation, payload): self.endpoint_policy_api.delete_association_by_service( payload['resource_info']) def _on_region_delete(self, service, resource_type, operation, payload): self.endpoint_policy_api.delete_association_by_region( payload['resource_info']) def _on_policy_delete(self, service, resource_type, operation, payload): self.endpoint_policy_api.delete_association_by_policy( payload['resource_info']) @controller.protected() def create_policy_association_for_endpoint(self, context, policy_id, endpoint_id): """Create an association between a policy and an endpoint.""" self.policy_api.get_policy(policy_id) self.catalog_api.get_endpoint(endpoint_id) self.endpoint_policy_api.create_policy_association( policy_id, endpoint_id=endpoint_id) @controller.protected() ... [12 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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api
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refactoring
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Pythoncode:Python
| 6
| 1
| 2,555
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright 2014 IBM Corp.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nfrom keystone.common import controller\nfrom keystone.common import dependency\nfrom keystone import notifications\n\n\nclass EndpointPolicyV3Controller(controller.V3Controller):\n collection_name = 'endpoints'\n member_name = 'endpoint'\n\n def __init__(self):\n super(EndpointPolicyV3Controller, self).__init__()\n notifications.register_event_callback(\n 'deleted', 'endpoint', self._on_endpoint_delete)\n notifications.register_event_callback(\n 'deleted', 'service', self._on_service_delete)\n notifications.register_event_callback(\n 'deleted', 'region', self._on_region_delete)\n notifications.register_event_callback(\n 'deleted', 'policy', self._on_policy_delete)\n\n def _on_endpoint_delete(self, service, resource_type, operation, payload):\n self.endpoint_policy_api.delete_association_by_endpoint(\n payload['resource_info'])\n\n def _on_service_delete(self, service, resource_type, operation, payload):\n self.endpoint_policy_api.delete_association_by_service(\n payload['resource_info'])\n\n def _on_region_delete(self, service, resource_type, operation, payload):\n self.endpoint_policy_api.delete_association_by_region(\n payload['resource_info'])\n\n def _on_policy_delete(self, service, resource_type, operation, payload):\n self.endpoint_policy_api.delete_association_by_policy(\n payload['resource_info'])\n\n @controller.protected()\n def create_policy_association_for_endpoint(self, context,\n policy_id, endpoint_id):\n \"\"\"Create an association between a policy and an endpoint.\"\"\"\n self.policy_api.get_policy(policy_id)\n self.catalog_api.get_endpoint(endpoint_id)\n self.endpoint_policy_api.create_policy_association(\n policy_id, endpoint_id=endpoint_id)\n\n @controller.protected()\n\n ... [12 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b96834dcae4311b040352e86ae4bdc019619193a
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- ... [3 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 4: ... [3 more functiondefs truncated] ... ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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beginner
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general
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code_review
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Pythoncode:Python
| 0
| 0
| 93
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 4: ... [3 more functiondefs truncated] ...\n\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
b96893ff0c22487256e91c812d37a56c2c479eb3
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: """Config flow for SENZ WiFi.""" from __future__ import annotations import logging from typing import Any import voluptuous as vol from homeassistant.components import persistent_notification from homeassistant.data_entry_flow import FlowResult from homeassistant.helpers import config_entry_oauth2_flow from .const import DOMAIN from .pysenz import PreAPI class OAuth2FlowHandler( config_entry_oauth2_flow.AbstractOAuth2FlowHandler, domain=DOMAIN ): """Config flow to handle SENZ WiFi OAuth2 authentication.""" DOMAIN = DOMAIN @property def logger(self) -> logging.Logger: """Return logger.""" return logging.getLogger(__name__) @property def extra_authorize_data(self) -> dict: """Extra data that needs to be appended to the authorize url.""" return { "scope": "restapi offline_access", } async def async_step_reauth( self, entry: dict[str, Any] | None = None ) -> FlowResult: """Perform reauth upon an API authentication error.""" self.entry = entry persistent_notification.async_create( self.hass, f"Senz integration for account {entry['auth_implementation']} needs to be re-authenticated. Please go to the [integrations page](/config/integrations) to re-configure it.", "Senz re-authentication", "senz_reauth", ) return await self.async_step_reauth_confirm() async def async_step_reauth_confirm( self, user_input: dict[str, Any] | None = None ) -> FlowResult: """Dialog that informs the user that reauth is required.""" if user_input is None: return self.async_show_form( step_id="reauth_confirm", description_placeholders={"account": self.entry["auth_implementation"]}, data_schema=vol.Schema({}), errors={}, ) persistent_notification.async_dismiss(self.hass, "senz_reauth") return await self.async_step_user() async def async_oauth_create_entry(self, data: dict) -> dict: """Create an oauth config entry or update existing entry for reauth.""" pre_api = PreAPI(self.hass) resp = await pre_api.getAccount(data["token"]["access_token"]) account = resp["userName"] existing_entry = await self.async_set_unique_id(account) if existing_entry: self.hass.config_entries.async_update_entry(existing_entry, data=data) await self.hass.config_entries.async_reload(existing_entry.entry_id) return self.async_abort(reason="reauth_successful") return self.async_create_entry(title=account, data=data)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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api
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refactoring
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Pythoncode:Python
| 2
| 1
| 2,727
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"Config flow for SENZ WiFi.\"\"\"\n\nfrom __future__ import annotations\n\nimport logging\nfrom typing import Any\n\nimport voluptuous as vol\nfrom homeassistant.components import persistent_notification\nfrom homeassistant.data_entry_flow import FlowResult\nfrom homeassistant.helpers import config_entry_oauth2_flow\n\nfrom .const import DOMAIN\nfrom .pysenz import PreAPI\n\n\nclass OAuth2FlowHandler(\n config_entry_oauth2_flow.AbstractOAuth2FlowHandler, domain=DOMAIN\n):\n \"\"\"Config flow to handle SENZ WiFi OAuth2 authentication.\"\"\"\n\n DOMAIN = DOMAIN\n\n @property\n def logger(self) -> logging.Logger:\n \"\"\"Return logger.\"\"\"\n return logging.getLogger(__name__)\n\n @property\n def extra_authorize_data(self) -> dict:\n \"\"\"Extra data that needs to be appended to the authorize url.\"\"\"\n return {\n \"scope\": \"restapi offline_access\",\n }\n\n async def async_step_reauth(\n self, entry: dict[str, Any] | None = None\n ) -> FlowResult:\n \"\"\"Perform reauth upon an API authentication error.\"\"\"\n\n self.entry = entry\n\n persistent_notification.async_create(\n self.hass,\n f\"Senz integration for account {entry['auth_implementation']} needs to be re-authenticated. Please go to the [integrations page](/config/integrations) to re-configure it.\",\n \"Senz re-authentication\",\n \"senz_reauth\",\n )\n return await self.async_step_reauth_confirm()\n\n async def async_step_reauth_confirm(\n self, user_input: dict[str, Any] | None = None\n ) -> FlowResult:\n \"\"\"Dialog that informs the user that reauth is required.\"\"\"\n if user_input is None:\n return self.async_show_form(\n step_id=\"reauth_confirm\",\n description_placeholders={\"account\": self.entry[\"auth_implementation\"]},\n data_schema=vol.Schema({}),\n errors={},\n )\n\n persistent_notification.async_dismiss(self.hass, \"senz_reauth\")\n return await self.async_step_user()\n\n async def async_oauth_create_entry(self, data: dict) -> dict:\n \"\"\"Create an oauth config entry or update existing entry for reauth.\"\"\"\n\n pre_api = PreAPI(self.hass)\n resp = await pre_api.getAccount(data[\"token\"][\"access_token\"])\n account = resp[\"userName\"]\n\n existing_entry = await self.async_set_unique_id(account)\n if existing_entry:\n self.hass.config_entries.async_update_entry(existing_entry, data=data)\n await self.hass.config_entries.async_reload(existing_entry.entry_id)\n return self.async_abort(reason=\"reauth_successful\")\n return self.async_create_entry(title=account, data=data)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b9693ae1ef191dd2735a2abba99bb1bc689af26f
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Licensed under a 3-clause BSD style license - see LICENSE.rst def _decode_stdio(stream): try: stdio_encoding = locale.getdefaultlocale()[1] or 'utf-8' except ValueError: stdio_encoding = 'utf-8' try: text = stream.decode(stdio_encoding) except UnicodeDecodeError: # Final fallback text = stream.decode('latin1') return text def update_git_devstr(version, path=None): """ Updates the git revision string if and only if the path is being imported directly from a git working copy. This ensures that the revision number in the version string is accurate. """ try: # Quick way to determine if we're in git or not - returns '' if not devstr = get_git_devstr(sha=True, show_warning=False, path=path) except OSError: return version if not devstr: # Probably not in git so just pass silently return version if 'dev' in version: # update to the current git revision version_base = version.split('.dev', 1)[0] devstr = get_git_devstr(sha=False, show_warning=False, path=path) return version_base + '.dev' + devstr else: # otherwise it's already the true/release version return version def get_git_devstr(sha=False, show_warning=True, path=None): """ Determines the number of revisions in this repository. Parameters ---------- sha : bool If True, the full SHA1 hash will be returned. Otherwise, the total count of commits in the repository will be used as a "revision number". show_warning : bool If True, issue a warning if git returns an error code, otherwise errors pass silently. path : str or None If a string, specifies the directory to look in to find the git repository. If `None`, the current working directory is used, and must be the root of the git repository. If given a filename it uses the directory containing that file. Returns ------- devversion : str Either a string with the revision number (if `sha` is False), the SHA1 hash of the current commit (if `sha` is True), or an empty string if git version info could not be identified. """ if path is None: path = os.getcwd() if not os.path.isdir(path): path = os.path.abspath(os.path.dirname(path)) if sha: # Faster for getting just the hash of HEAD cmd = ['rev-parse', 'HEAD'] else: cmd = ['rev-list', '--count', 'HEAD'] ... [2 more functiondefs truncated] ...
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Functions: _decode_stdio, update_git_devstr, get_git_devstr This code demonstrates Pythoncode:Python programming.
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intermediate
|
ui
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code_explanation
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Pythoncode:Python
| 3
| 0
| 2,627
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Licensed under a 3-clause BSD style license - see LICENSE.rst\n\ndef _decode_stdio(stream):\n try:\n stdio_encoding = locale.getdefaultlocale()[1] or 'utf-8'\n except ValueError:\n stdio_encoding = 'utf-8'\n\n try:\n text = stream.decode(stdio_encoding)\n except UnicodeDecodeError:\n # Final fallback\n text = stream.decode('latin1')\n\n return text\n\n\ndef update_git_devstr(version, path=None):\n \"\"\"\n Updates the git revision string if and only if the path is being imported\n directly from a git working copy. This ensures that the revision number in\n the version string is accurate.\n \"\"\"\n\n try:\n # Quick way to determine if we're in git or not - returns '' if not\n devstr = get_git_devstr(sha=True, show_warning=False, path=path)\n except OSError:\n return version\n\n if not devstr:\n # Probably not in git so just pass silently\n return version\n\n if 'dev' in version: # update to the current git revision\n version_base = version.split('.dev', 1)[0]\n devstr = get_git_devstr(sha=False, show_warning=False, path=path)\n\n return version_base + '.dev' + devstr\n else:\n # otherwise it's already the true/release version\n return version\n\n\ndef get_git_devstr(sha=False, show_warning=True, path=None):\n \"\"\"\n Determines the number of revisions in this repository.\n\n Parameters\n ----------\n sha : bool\n If True, the full SHA1 hash will be returned. Otherwise, the total\n count of commits in the repository will be used as a \"revision\n number\".\n\n show_warning : bool\n If True, issue a warning if git returns an error code, otherwise errors\n pass silently.\n\n path : str or None\n If a string, specifies the directory to look in to find the git\n repository. If `None`, the current working directory is used, and must\n be the root of the git repository.\n If given a filename it uses the directory containing that file.\n\n Returns\n -------\n devversion : str\n Either a string with the revision number (if `sha` is False), the\n SHA1 hash of the current commit (if `sha` is True), or an empty string\n if git version info could not be identified.\n\n \"\"\"\n\n if path is None:\n path = os.getcwd()\n\n if not os.path.isdir(path):\n path = os.path.abspath(os.path.dirname(path))\n\n if sha:\n # Faster for getting just the hash of HEAD\n cmd = ['rev-parse', 'HEAD']\n else:\n cmd = ['rev-list', '--count', 'HEAD']\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: _decode_stdio, update_git_devstr, get_git_devstr\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9697b05a9b44247d80463465fa92118d707fb98
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: '''Test feet admittance control''' from sot_talos_balance.utils.run_test_utils import run_ft_calibration, run_test, runCommandClient try: # Python 2 input = raw_input # noqa except NameError: pass run_test('appli_feet_admittance.py') run_ft_calibration('robot.ftc') input("Wait before running the test") print('Set saturation value') runCommandClient('robot.admBF_dqSaturation.sin.value = [0.0, 0.0, 0.01, 0.0, 0.0, 0.0]') input("Wait before dumping the data") runCommandClient('dump_tracer(robot.tracer)')
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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testing
|
refactoring
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Pythoncode:Python
| 0
| 0
| 526
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n'''Test feet admittance control'''\nfrom sot_talos_balance.utils.run_test_utils import run_ft_calibration, run_test, runCommandClient\n\ntry:\n # Python 2\n input = raw_input # noqa\nexcept NameError:\n pass\n\nrun_test('appli_feet_admittance.py')\n\nrun_ft_calibration('robot.ftc')\ninput(\"Wait before running the test\")\n\nprint('Set saturation value')\nrunCommandClient('robot.admBF_dqSaturation.sin.value = [0.0, 0.0, 0.01, 0.0, 0.0, 0.0]')\n\ninput(\"Wait before dumping the data\")\n\nrunCommandClient('dump_tracer(robot.tracer)')"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b96b280416f0d557826ffa670a7914f2d45e5fc5
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import os from tendermint.db import VanillaDB from tendermint.utils import home_dir def test_database(): dbfile = home_dir('temp', 'test.db') ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: db = VanillaDB(dbfile) db.set(b'dave',b'one') result = db.get(b'dave') assert(b'one' == result)
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intermediate
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testing
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incomplete_code
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Pythoncode:Python
| 1
| 0
| 147
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport os\n\nfrom tendermint.db import VanillaDB\nfrom tendermint.utils import home_dir\n\ndef test_database():\n dbfile = home_dir('temp', 'test.db')\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 db = VanillaDB(dbfile)\n\n db.set(b'dave',b'one')\n result = db.get(b'dave')\n assert(b'one' == result)"}]
| true
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syntax
|
HARD_CUT
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CRITICAL
|
b96bb8e94e8bbfe556cc0ad3a314b6991573aa47
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: from django.test import TestCase from django.test import Client class RegisterTestCase(TestCase): def test_register(self): c = Client() # on success redirects to / response = c.post('/accounts/register/', { 'username': 'asdas', 'password1': 'asdasdasd12', 'password2': 'asdasdasd12' }) self.assertRedirects(response, '/') # passwords don't match response = c.post('/accounts/register/', { 'username': 'asdasdasd1', 'password1': 'asdasdasd1', 'password2': 'asdasdasd2' }) self.assertEquals(response.status_code, 200) # username is empty response = c.post('/accounts/register/', { 'username': '', 'password1': 'asdasdasd12', 'password2': 'asdasdasd12' }) self.assertEquals(response.status_code, 200) # no password response = c.post('/accounts/register/', { 'username': 'asdasdasd', 'password1': '', 'password2': '' }) self.assertEquals(response.status_code, 200) # username and password are similar response = c.post('/accounts/register/', { 'username': 'asdasdasd0', 'password1': 'asdasdasd1', 'password2': 'asdasdasd1' }) self.assertEquals(response.status_code, 200)
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Functions: test_register Classes: RegisterTestCase 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
| 1
| 1
| 1,446
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom django.test import TestCase\nfrom django.test import Client\n\n\nclass RegisterTestCase(TestCase):\n def test_register(self):\n c = Client()\n\n # on success redirects to /\n response = c.post('/accounts/register/', {\n 'username': 'asdas',\n 'password1': 'asdasdasd12',\n 'password2': 'asdasdasd12'\n })\n self.assertRedirects(response, '/')\n\n # passwords don't match\n response = c.post('/accounts/register/', {\n 'username': 'asdasdasd1',\n 'password1': 'asdasdasd1',\n 'password2': 'asdasdasd2'\n })\n self.assertEquals(response.status_code, 200)\n\n # username is empty\n response = c.post('/accounts/register/', {\n 'username': '',\n 'password1': 'asdasdasd12',\n 'password2': 'asdasdasd12'\n })\n self.assertEquals(response.status_code, 200)\n\n # no password\n response = c.post('/accounts/register/', {\n 'username': 'asdasdasd',\n 'password1': '',\n 'password2': ''\n })\n self.assertEquals(response.status_code, 200)\n\n # username and password are similar\n response = c.post('/accounts/register/', {\n 'username': 'asdasdasd0',\n 'password1': 'asdasdasd1',\n 'password2': 'asdasdasd1'\n })\n self.assertEquals(response.status_code, 200)"}, {"role": "assistant", "content": " Functions: test_register\n Classes: RegisterTestCase\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b96d766a7c5eab27eb3785b1277b6beccda7c9ed
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # # Modified by Peize Sun # Contact: sunpeize@foxmail.com # # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved class Head(nn.Module): def __init__(self, cfg, backbone_shape=[2048, 1024, 512, 256]): super().__init__() # Build heads. num_classes = cfg.MODEL.OneNet.NUM_CLASSES d_model = cfg.MODEL.OneNet.DECONV_CHANNEL[-1] activation = cfg.MODEL.OneNet.ACTIVATION self.deconv = CenternetDeconv(cfg, backbone_shape) self.num_classes = num_classes self.d_model = d_model self.num_classes = num_classes self.activation = _get_activation_fn(activation) self.feat1 = nn.Conv2d(self.d_model, self.d_model, kernel_size=3, stride=1, padding=1) self.cls_score = nn.Conv2d(d_model, num_classes, kernel_size=3, stride=1, padding=1) self.ltrb_pred = nn.Conv2d(d_model, 4, kernel_size=3, stride=1, padding=1)
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 6 has no indented body • Mutable default argument in function '__init__' - use None instead Fix: Complete the truncated code structure
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advanced
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database
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error_detection
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Pythoncode:Python
| 4
| 1
| 947
| false
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#\n# Modified by Peize Sun\n# Contact: sunpeize@foxmail.com\n#\n# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved\nclass Head(nn.Module):\n\n def __init__(self, cfg, backbone_shape=[2048, 1024, 512, 256]):\n super().__init__()\n \n # Build heads.\n num_classes = cfg.MODEL.OneNet.NUM_CLASSES\n d_model = cfg.MODEL.OneNet.DECONV_CHANNEL[-1]\n activation = cfg.MODEL.OneNet.ACTIVATION\n\n self.deconv = CenternetDeconv(cfg, backbone_shape)\n \n self.num_classes = num_classes\n self.d_model = d_model\n self.num_classes = num_classes\n self.activation = _get_activation_fn(activation)\n\n self.feat1 = nn.Conv2d(self.d_model, self.d_model, kernel_size=3, stride=1, padding=1)\n self.cls_score = nn.Conv2d(d_model, num_classes, kernel_size=3, stride=1, padding=1)\n self.ltrb_pred = nn.Conv2d(d_model, 4, kernel_size=3, stride=1, padding=1)"}, {"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 indented body\n \u2022 Mutable default argument in function '__init__' - use None instead\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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b96f6c5854c1e905c9ad5d8f08d016972c710a1f
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TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: def my_hasnan(x): """Check if any input elements are NaNs. :param x: numpy array :return: True if NaNs are present, False else """ return (x != x).any() def create_symlink_with_correct_ext(sf, tf: abs_s = os.path.abspath(sf) ext_s = os.path.splitext(abs_s)[1] abs_t = os.path.abspath(tf) root_t,ext_t = os.path.splitext(abs_t) abs_t_with_right_ext = root_t + ext_s if os.path.isfile(abs_t_with_right_ext): if os.path.samefile(abs_s,abs_t_with_right_ext): # nothing to do here, these are already the same file return else: os.remove(abs_t_with_right_ext) # now we can do the symlink os.symlink(abs_s,abs_t_with_right_ext) def combine_dict(d1,d2): """Creates a dictionary which has entries from both of them. :param d1: dictionary 1 :param d2: dictionary 2 :return: resulting dictionary """ d = d1.copy() d.update(d2) return d def get_parameter_list_from_parameter_dict(pd): """Takes a dictionary which contains key value pairs for model parameters and converts it into a list of parameters that can be used as an input to an optimizer. :param pd: parameter dictionary :return: list of parameters """ pl = [] for key in pd: pl.append(pd[key]) return pl def get_parameter_list_and_par_to_name_dict_from_parameter_dict(pd): """Same as get_parameter_list_from_parameter_dict; but also returns a dictionary which keeps track of the keys based on memory id. :param pd: parameter dictionary :return: tuple of (parameter_list, name_dictionary) """ par_to_name_dict = dict() pl = [] for key in pd: pl.append(pd[key]) par_to_name_dict[pd[key]] = key return pl, par_to_name_dict ... [68 more functiondefs truncated] ... Error: SyntaxError: unmatched brackets
|
Fixed Code: def my_hasnan(x): """Check if any input elements are NaNs. :param x: numpy array :return: True if NaNs are present, False else """ return (x != x).any() def create_symlink_with_correct_ext(sf, tf): abs_s = os.path.abspath(sf) ext_s = os.path.splitext(abs_s)[1] abs_t = os.path.abspath(tf) root_t,ext_t = os.path.splitext(abs_t) abs_t_with_right_ext = root_t + ext_s if os.path.isfile(abs_t_with_right_ext): if os.path.samefile(abs_s,abs_t_with_right_ext): Explanation: Add missing ')' bracket at line 10
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intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 5
| 0
| 1,862
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\ndef my_hasnan(x):\n \"\"\"Check if any input elements are NaNs.\n\n :param x: numpy array\n :return: True if NaNs are present, False else\n \"\"\"\n return (x != x).any()\n\n\ndef create_symlink_with_correct_ext(sf, tf:\n abs_s = os.path.abspath(sf)\n ext_s = os.path.splitext(abs_s)[1]\n\n abs_t = os.path.abspath(tf)\n root_t,ext_t = os.path.splitext(abs_t)\n\n abs_t_with_right_ext = root_t + ext_s\n\n if os.path.isfile(abs_t_with_right_ext):\n if os.path.samefile(abs_s,abs_t_with_right_ext):\n # nothing to do here, these are already the same file\n return\n else:\n os.remove(abs_t_with_right_ext)\n\n # now we can do the symlink\n os.symlink(abs_s,abs_t_with_right_ext)\n\n\ndef combine_dict(d1,d2):\n \"\"\"Creates a dictionary which has entries from both of them.\n\n :param d1: dictionary 1\n :param d2: dictionary 2\n :return: resulting dictionary\n \"\"\"\n d = d1.copy()\n d.update(d2)\n return d\n\n\ndef get_parameter_list_from_parameter_dict(pd):\n \"\"\"Takes a dictionary which contains key value pairs for model parameters and converts it into a list of\n parameters that can be used as an input to an optimizer.\n\n :param pd: parameter dictionary\n :return: list of parameters\n \"\"\"\n pl = []\n for key in pd:\n pl.append(pd[key])\n return pl\n\n\ndef get_parameter_list_and_par_to_name_dict_from_parameter_dict(pd):\n \"\"\"Same as get_parameter_list_from_parameter_dict; but also returns a dictionary which keeps track of the keys\n based on memory id.\n\n :param pd: parameter dictionary\n :return: tuple of (parameter_list, name_dictionary)\n \"\"\"\n\n par_to_name_dict = dict()\n pl = []\n for key in pd:\n pl.append(pd[key])\n par_to_name_dict[pd[key]] = key\n return pl, par_to_name_dict\n\n\n\n ... [68 more functiondefs truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\ndef my_hasnan(x):\n \"\"\"Check if any input elements are NaNs.\n\n :param x: numpy array\n :return: True if NaNs are present, False else\n \"\"\"\n return (x != x).any()\n\n\ndef create_symlink_with_correct_ext(sf, tf):\n abs_s = os.path.abspath(sf)\n ext_s = os.path.splitext(abs_s)[1]\n\n abs_t = os.path.abspath(tf)\n root_t,ext_t = os.path.splitext(abs_t)\n\n abs_t_with_right_ext = root_t + ext_s\n\n if os.path.isfile(abs_t_with_right_ext):\n if os.path.samefile(abs_s,abs_t_with_right_ext):\n\n Explanation: Add missing ')' bracket at line 10"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b96fae5c29fd446ea7199733a629bbe0f6190046
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: """ ================================== Reading and writing an evoked file ================================== This script shows how to read and write evoked datasets. """ # Author: Alexandre Gramfort <alexandre.gramfort@inria.fr> # # License: BSD (3-clause) from mne import read_evokeds from mne.datasets import sample # Complete this line data_path = sample.data_path() fname = data_path + '/MEG/sample/sample_audvis-ave.fif' # Reading condition = 'Left Auditory' evoked = read_evokeds(fname, condition=condition, baseline=(None, 0), proj=True) ############################################################################### # Show result as a butterfly plot: # By using exclude=[] bad channels are not excluded and are shown in red evoked.plot(exclude=[], time_unit='s') # Show result as a 2D image (x: time, y: channels, color: amplitude) evoked.plot_image(exclude=[], time_unit='s') ############################################################################### # Use :func:`mne.Evoked.save` or :func:`mne.write_evokeds` to write the evoked # responses to a file.
|
The missing line is: print(__doc__)
|
intermediate
|
data_processing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 1,093
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"\n==================================\nReading and writing an evoked file\n==================================\n\nThis script shows how to read and write evoked datasets.\n\"\"\"\n# Author: Alexandre Gramfort <alexandre.gramfort@inria.fr>\n#\n# License: BSD (3-clause)\n\nfrom mne import read_evokeds\nfrom mne.datasets import sample\n\n # Complete this line\n\ndata_path = sample.data_path()\n\nfname = data_path + '/MEG/sample/sample_audvis-ave.fif'\n\n# Reading\ncondition = 'Left Auditory'\nevoked = read_evokeds(fname, condition=condition, baseline=(None, 0),\n proj=True)\n\n###############################################################################\n# Show result as a butterfly plot:\n# By using exclude=[] bad channels are not excluded and are shown in red\nevoked.plot(exclude=[], time_unit='s')\n\n# Show result as a 2D image (x: time, y: channels, color: amplitude)\nevoked.plot_image(exclude=[], time_unit='s')\n\n###############################################################################\n# Use :func:`mne.Evoked.save` or :func:`mne.write_evokeds` to write the evoked\n# responses to a file."}, {"role": "assistant", "content": "The missing line is:\nprint(__doc__)"}]
| false
| null | null | null |
b96fca03cef0164231c4fa09bc83db6c5b2aa7db
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # A part of NonVisual Desktop Access (NVDA) # Copyright (C) 2021 NV Access Limited # This file is covered by the GNU General Public License. # See the file COPYING for more details. from . import wxMonkeyPatches Error: SyntaxError / EOF
|
Fixed Code: # A part of NonVisual Desktop Access (NVDA) # Copyright (C) 2021 NV Access Limited # This file is covered by the GNU General Public License. # See the file COPYING for more details. from . import wxMonkeyPatches applyWxMonkeyPatches = wxMonkeyPatches.apply Explanation: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 218
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# A part of NonVisual Desktop Access (NVDA)\r\n# Copyright (C) 2021 NV Access Limited\r\n# This file is covered by the GNU General Public License.\r\n# See the file COPYING for more details.\r\n\r\nfrom . import wxMonkeyPatches\r\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# A part of NonVisual Desktop Access (NVDA)\r\n# Copyright (C) 2021 NV Access Limited\r\n# This file is covered by the GNU General Public License.\r\n# See the file COPYING for more details.\r\n\r\nfrom . import wxMonkeyPatches\r\n\r\n\r\napplyWxMonkeyPatches = wxMonkeyPatches.apply\r\n\r\n\r\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b970d836b7397be4bc4d63762c0eec8adfb90a91
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from .common import InfoExtractor from ..compat import compat_str from ..utils import ( class NineNowIE(InfoExtractor): IE_NAME = '9now.com.au' _VALID_URL = r'https?://(?:www\.)?9now\.com\.au/(?:[^/]+/){2}(?P<id>[^/?#]+)' _GEO_COUNTRIES = ['AU'] _TESTS = [{ # clip 'url': 'https://www.9now.com.au/afl-footy-show/2016/clip-ciql02091000g0hp5oktrnytc', 'md5': '17cf47d63ec9323e562c9957a968b565', 'info_dict': { 'id': '16801', 'ext': 'mp4', 'title': 'St. Kilda\'s Joey Montagna on the potential for a player\'s strike', 'description': 'Is a boycott of the NAB Cup "on the table"?', 'uploader_id': '4460760524001', 'upload_date': '20160713', 'timestamp': 1468421266, }, 'skip': 'Only available in Australia', }, { # episode 'url': 'https://www.9now.com.au/afl-footy-show/2016/episode-19', 'only_matching': True, }, { # DRM protected 'url': 'https://www.9now.com.au/andrew-marrs-history-of-the-world/season-1/episode-1', 'only_matching': True, }, { # episode of series 'url': 'https://www.9now.com.au/lego-masters/season-3/episode-3', 'info_dict': { 'id': '6249614030001',
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '[' at line 8 - expected ']' • Unclosed '{' at line 30 - expected '}' • Unclosed '{' at line 33 - expected '}' Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 1,310
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom .common import InfoExtractor\nfrom ..compat import compat_str\nfrom ..utils import (\nclass NineNowIE(InfoExtractor):\n IE_NAME = '9now.com.au'\n _VALID_URL = r'https?://(?:www\\.)?9now\\.com\\.au/(?:[^/]+/){2}(?P<id>[^/?#]+)'\n _GEO_COUNTRIES = ['AU']\n _TESTS = [{\n # clip\n 'url': 'https://www.9now.com.au/afl-footy-show/2016/clip-ciql02091000g0hp5oktrnytc',\n 'md5': '17cf47d63ec9323e562c9957a968b565',\n 'info_dict': {\n 'id': '16801',\n 'ext': 'mp4',\n 'title': 'St. Kilda\\'s Joey Montagna on the potential for a player\\'s strike',\n 'description': 'Is a boycott of the NAB Cup \"on the table\"?',\n 'uploader_id': '4460760524001',\n 'upload_date': '20160713',\n 'timestamp': 1468421266,\n },\n 'skip': 'Only available in Australia',\n }, {\n # episode\n 'url': 'https://www.9now.com.au/afl-footy-show/2016/episode-19',\n 'only_matching': True,\n }, {\n # DRM protected\n 'url': 'https://www.9now.com.au/andrew-marrs-history-of-the-world/season-1/episode-1',\n 'only_matching': True,\n }, {\n # episode of series\n 'url': 'https://www.9now.com.au/lego-masters/season-3/episode-3',\n 'info_dict': {\n 'id': '6249614030001',"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '[' at line 8 - expected ']'\n \u2022 Unclosed '{' at line 30 - expected '}'\n \u2022 Unclosed '{' at line 33 - expected '}'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b970f8ccb56e24dd8d65fd92869bbf7790f6e611
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import torch from torch.autograd import Variable from torch.autograd.function import Function, once_differentiable import apex_C def check_contig_cuda(tensors, names): for tensor, name in zip(tensors, names): if not tensor.is_contiguous(): raise RuntimeError(name+" with size {} is not contiguous" .format(tensor.size())) if not tensor.is_cuda: raise RuntimeError(name+".is_cuda = False." "Currently, only cuda tensors are supported.") # Complete this line """ Custom autograd function that implements weight norm, as presented in `<https://arxiv.org/abs/1602.07868>`_, along a tensor's slowest or fastest dimension using fused kernel launches for the forward and backward passes. Accepts fp32 or fp16 input; the output type will match the input type. Within the kernels, all calculations are performed in fp32 for numerical stability, regardless of input/output precision. """ @staticmethod ... [2 more functiondefs truncated] ...
|
The missing line is: class Fused_Weight_Norm(Function):
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 1,104
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport torch\nfrom torch.autograd import Variable\nfrom torch.autograd.function import Function, once_differentiable\nimport apex_C\n\ndef check_contig_cuda(tensors, names):\n for tensor, name in zip(tensors, names):\n if not tensor.is_contiguous():\n raise RuntimeError(name+\" with size {} is not contiguous\"\n .format(tensor.size()))\n if not tensor.is_cuda:\n raise RuntimeError(name+\".is_cuda = False.\"\n \"Currently, only cuda tensors are supported.\")\n\n # Complete this line\n \"\"\"\n Custom autograd function that implements weight norm, as presented in \n `<https://arxiv.org/abs/1602.07868>`_,\n along a tensor's slowest or \n fastest dimension using fused kernel launches for the forward and backward passes.\n Accepts fp32 or fp16 input; the output type will match the input type.\n Within the kernels, all calculations are performed in fp32 for numerical stability, regardless\n of input/output precision.\n \"\"\"\n\n @staticmethod\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nclass Fused_Weight_Norm(Function):"}]
| false
| null | null | null |
b97242dec299cf214174fe1ceb1c2d4c7e16b595
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: class GrinderExecutor(ScenarioExecutor, WidgetProvider, FileLister, HavingInstallableTools, SelfDiagnosable): """ Grinder executor module """ def __init__(self): super(GrinderExecutor, self).__init__() self.script = None self.exec_id = "grinder-bzt-%s" % id(self) self.properties_file = None self.kpi_file = None self.cmd_line = None self.process = None self.end_time = None self.retcode = None self.java_helper = None def __write_base_props(self, fds): """ write base properties and base properties file contents to fds :param fds: fds :return: """ base_props_file = self.settings.get("properties-file") if base_props_file: fds.write("# Base Properies File Start: %s\n" % base_props_file) with open(base_props_file) as bpf: fds.write(bpf.read()) fds.write("# Base Properies File End: %s\n\n" % base_props_file) # base props base_props = self.settings.get("properties") if base_props: fds.write("# Base Properies Start\n") for key, val in iteritems(base_props): fds.write("%s=%s\n" % (key, val)) fds.write("# Base Properies End\n\n") def __write_scenario_props(self, fds, scenario): ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: """ Write scenario props and scenario file props to fds :param fds: :param scenario: dict :return:
|
advanced
|
ui
|
incomplete_code
|
Pythoncode:Python
| 3
| 1
| 1,373
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass GrinderExecutor(ScenarioExecutor, WidgetProvider, FileLister, HavingInstallableTools, SelfDiagnosable):\n \"\"\"\n Grinder executor module\n \"\"\"\n def __init__(self):\n super(GrinderExecutor, self).__init__()\n self.script = None\n self.exec_id = \"grinder-bzt-%s\" % id(self)\n self.properties_file = None\n self.kpi_file = None\n self.cmd_line = None\n self.process = None\n self.end_time = None\n self.retcode = None\n self.java_helper = None\n\n def __write_base_props(self, fds):\n \"\"\"\n write base properties and base properties file contents to fds\n :param fds: fds\n :return:\n \"\"\"\n base_props_file = self.settings.get(\"properties-file\")\n if base_props_file:\n fds.write(\"# Base Properies File Start: %s\\n\" % base_props_file)\n with open(base_props_file) as bpf:\n fds.write(bpf.read())\n fds.write(\"# Base Properies File End: %s\\n\\n\" % base_props_file)\n\n # base props\n base_props = self.settings.get(\"properties\")\n if base_props:\n fds.write(\"# Base Properies Start\\n\")\n for key, val in iteritems(base_props):\n fds.write(\"%s=%s\\n\" % (key, val))\n fds.write(\"# Base Properies End\\n\\n\")\n\n def __write_scenario_props(self, fds, scenario):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n \"\"\"\n Write scenario props and scenario file props to fds\n :param fds:\n :param scenario: dict\n :return:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9724b70833f729e47c38eb018294247250b7282
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import getopt import sys comment = ('#' + sys.argv[1]).encode() opts, args = getopt.getopt(sys.argv[2:], 'cf:o:xy') optstring = '' length = len(comment) for opt, arg in opts: if opt == '-o': out = arg elif opt not in ('-f', '-K'): optstring = optstring + ' ' + opt infile = open(args[0], 'rb') outfile = open(out, 'wb')
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 327
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport getopt\nimport sys\ncomment = ('#' + sys.argv[1]).encode()\nopts, args = getopt.getopt(sys.argv[2:], 'cf:o:xy')\noptstring = ''\nlength = len(comment)\nfor opt, arg in opts:\n if opt == '-o': out = arg\n elif opt not in ('-f', '-K'): optstring = optstring + ' ' + opt\ninfile = open(args[0], 'rb')\noutfile = open(out, 'wb')"}, {"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
|
b972e358701b6b26d8d3c931dfecc57580620c15
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import io import os import base64 from pathlib import Path from nbconvert import filters from pygments.formatters.latex import LatexFormatter from zen_knit import formattor from zen_knit.data_types import ChunkOption, ExecutedData, OrganizedChunk, OrganizedData from zen_knit.formattor.html_formatter import HTMLFormatter class BaseOrganizer: def __init__(self, executed_data: ExecutedData): self.format_started = False self.collected_string = "" self.fig_folder = None self.executed_data = executed_data self.formatted_doc = [] self.organized_data = OrganizedData( global_options = self.executed_data.global_options, chunks = [] ) self._create_output_folder_name() self._create_fig_folder() self._organize_doc() self._create_output_file_name() def _create_output_file_name(self): global_options = self.organized_data.global_options global_options.output.file_name = global_options.input.file_name.split(".")[0] + "."+ global_options.output.format
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 5
| 1
| 1,089
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport io\nimport os\nimport base64\nfrom pathlib import Path\n\nfrom nbconvert import filters\nfrom pygments.formatters.latex import LatexFormatter\nfrom zen_knit import formattor\n\nfrom zen_knit.data_types import ChunkOption, ExecutedData, OrganizedChunk, OrganizedData\nfrom zen_knit.formattor.html_formatter import HTMLFormatter\n\n\nclass BaseOrganizer:\n def __init__(self, executed_data: ExecutedData):\n self.format_started = False\n self.collected_string = \"\"\n self.fig_folder = None\n self.executed_data = executed_data\n self.formatted_doc = []\n self.organized_data = OrganizedData(\n global_options = self.executed_data.global_options,\n chunks = []\n )\n self._create_output_folder_name()\n self._create_fig_folder()\n self._organize_doc()\n self._create_output_file_name()\n\n def _create_output_file_name(self):\n global_options = self.organized_data.global_options\n global_options.output.file_name = global_options.input.file_name.split(\".\")[0] + \".\"+ global_options.output.format"}, {"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
|
b9736fc25869ac44481082e255dc93e0f52aa441
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python # coding: utf-8 import sys import pybullet from qibullet.camera import * from qibullet.link import Link from qibullet.joint import Joint class RobotVirtual: """ Mother class representing a virtual robot """ def __init__(self, description_file): """ Constructor Parameters: description_file - The file giving the description of the virtual robot. For now, only URDF is handled """ self.description_file = description_file self.physics_client = 0 self.active_camera = None self.camera_dict = dict() self.joint_dict = dict() self.link_dict = dict() ... [14 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 11 • Invalid syntax at line 31: ... [14 more functiondefs truncated] ... Fixes: • Complete the expression on the last line • Add closing quote at line 11 • Review syntax near the error location
|
advanced
|
oop
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 741
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# coding: utf-8\n\nimport sys\nimport pybullet\nfrom qibullet.camera import *\nfrom qibullet.link import Link\nfrom qibullet.joint import Joint\n\nclass RobotVirtual:\n \"\"\"\n Mother class representing a virtual robot\n \"\"\"\n\n def __init__(self, description_file):\n \"\"\"\n Constructor\n\n Parameters:\n description_file - The file giving the description of the virtual\n robot. For now, only URDF is handled\n \"\"\"\n self.description_file = description_file\n self.physics_client = 0\n self.active_camera = None\n self.camera_dict = dict()\n self.joint_dict = dict()\n self.link_dict = dict()\n\n\n ... [14 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 11\n \u2022 Invalid syntax at line 31: ... [14 more functiondefs truncated] ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 11\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b974558759b358f82c2d72d79bab9c7dc3e35a76
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- import os import pytest import json from kafkacli.formatter import Formatter sampleJson = json.loads('{"a":"s", "b":1}') def test_print_default(capsys): Formatter().print(sampleJson) captured = capsys.readouterr() assert captured.out == '{"a": "s", "b": 1}\n' # Complete this line Formatter(indents=True).print(sampleJson) captured = capsys.readouterr() assert captured.out == '{\n "a": "s",\n "b": 1\n}\n' def test_print_colors(capsys): Formatter(colors=True).print(sampleJson) captured = capsys.readouterr() assert captured.out == \ '{"a": \x1b[34m"s"\x1b[39m, "b": \x1b[31m1\x1b[39m}\n'
|
The missing line is: def test_print_idents(capsys):
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 0
| 704
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\nimport os\nimport pytest\nimport json\nfrom kafkacli.formatter import Formatter\n\nsampleJson = json.loads('{\"a\":\"s\", \"b\":1}')\n\n\ndef test_print_default(capsys):\n Formatter().print(sampleJson)\n captured = capsys.readouterr()\n assert captured.out == '{\"a\": \"s\", \"b\": 1}\\n'\n\n\n # Complete this line\n Formatter(indents=True).print(sampleJson)\n captured = capsys.readouterr()\n assert captured.out == '{\\n \"a\": \"s\",\\n \"b\": 1\\n}\\n'\n\n\ndef test_print_colors(capsys):\n Formatter(colors=True).print(sampleJson)\n captured = capsys.readouterr()\n assert captured.out == \\\n '{\"a\": \\x1b[34m\"s\"\\x1b[39m, \"b\": \\x1b[31m1\\x1b[39m}\\n'"}, {"role": "assistant", "content": "The missing line is:\ndef test_print_idents(capsys):"}]
| false
| null | null | null |
b974d5d1bd35654f50415a8f7c66f3fb9a0316ab
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from django import forms from .models import Application
|
class ApplicationForm(forms.ModelForm): class Meta: model = Application fields = ('resume', 'cover_letter',)
|
beginner
|
database
|
code_completion
|
Pythoncode:Python
| 0
| 2
| 187
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom django import forms\n\nfrom .models import Application"}, {"role": "assistant", "content": "\nclass ApplicationForm(forms.ModelForm):\n class Meta:\n model = Application\n fields = ('resume', 'cover_letter',)"}]
| false
| null | null | null |
b9750e636d7a3d49a65558af431533fc2e745edb
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # ---------------------------------------------------------------------------- # CLASSES: nightly # # Test Case: protocolo.py # # Tests: vistprotocol unit test # # Mark C. Miller, Tue Jan 11 10:19:23 PST 2011 # ---------------------------------------------------------------------------- tapp = visit_bin_path("visitprotocol") res = sexe(tapp,ret_output=True) if res["return_code"] == 0: excode = 111 else: excode = 113 Exit(excode)
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 0
| 0
| 451
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# ----------------------------------------------------------------------------\n# CLASSES: nightly\n#\n# Test Case: protocolo.py\n#\n# Tests: vistprotocol unit test\n#\n# Mark C. Miller, Tue Jan 11 10:19:23 PST 2011\n# ----------------------------------------------------------------------------\ntapp = visit_bin_path(\"visitprotocol\")\nres = sexe(tapp,ret_output=True)\nif res[\"return_code\"] == 0:\n excode = 111\nelse:\n excode = 113\nExit(excode)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
b975e6fb7fb3fa8849afb4e4ce41618c2ce94c1b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import libtcodpy as libtcod from random import randint def CheckDir(x,y,size,direction,table): if direction == 1: if y - 2 <= 0: return 0 if table[x][y-2] == white: return 0 elif direction == 2: if x + 2 >= size: return 0 if table[x+2][y] == white: return 0 elif direction == 3: if y + 2 >= size: return 0 if table[x][y+2] == white: return 0 elif direction == 4: if x - 2 <= 0: return 0 if table[x-2][y] == white: return 0 return 1 ... [1 more functiondefs truncated] ...
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • Code truncated in middle of expression - unexpected EOF • IndentationError at line 11 Fix: Fix indentation to match Python syntax rules
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 697
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport libtcodpy as libtcod\r\nfrom random import randint\r\n\r\ndef CheckDir(x,y,size,direction,table):\r\n\r\n if direction == 1:\r\n if y - 2 <= 0:\r\n return 0\r\n if table[x][y-2] == white:\r\n return 0\r\n elif direction == 2:\r\n if x + 2 >= size:\r\n return 0\r\n if table[x+2][y] == white:\r\n return 0\r\n elif direction == 3:\r\n if y + 2 >= size:\r\n return 0\r\n if table[x][y+2] == white:\r\n return 0\r\n elif direction == 4:\r\n if x - 2 <= 0:\r\n return 0\r\n if table[x-2][y] == white:\r\n return 0\r\n \r\n return 1\r\n\r\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 IndentationError at line 11\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b97645cb1bc48b7d30c6b37e139952912087b791
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # ###################################################################################################################### # Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. # # # # Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance # # with the License. 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. # # Complete this line import pytest from shared.resource import ( def test_resource_naming(klass, camel, dash, snake): assert klass().name.camel == camel assert klass().name.dash == dash assert klass().name.snake == snake
|
The missing line is: # ######################################################################################################################
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 1,666
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# ######################################################################################################################\n# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. #\n# #\n# Licensed under the Apache License, Version 2.0 (the \"License\"). You may not use this file except in compliance #\n# with the License. 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 distributed under the License is distributed #\n# on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for #\n# the specific language governing permissions and limitations under the License. #\n # Complete this line\n\nimport pytest\n\nfrom shared.resource import (\ndef test_resource_naming(klass, camel, dash, snake):\n assert klass().name.camel == camel\n assert klass().name.dash == dash\n assert klass().name.snake == snake"}, {"role": "assistant", "content": "The missing line is:\n# ######################################################################################################################"}]
| false
| null | null | null |
b978586a0e39802db346feaf3a0aa1c91c336f05
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """Auto-generated file, do not edit by hand. AG metadata""" from ..phonemetadata import NumberFormat, PhoneNumberDesc, PhoneMetadata PHONE_METADATA_AG = PhoneMetadata(id='AG', country_code=1, international_prefix='011', general_desc=PhoneNumberDesc(national_number_pattern='(?:268|[58]\\d\\d|900)\\d{7}', possible_length=(10,), possible_length_local_only=(7,)), fixed_line=PhoneNumberDesc(national_number_pattern='268(?:4(?:6[0-38]|84)|56[0-2])\\d{4}', example_number='2684601234', possible_length=(10,), possible_length_local_only=(7,)), mobile=PhoneNumberDesc(national_number_pattern='268(?:464|7(?:1[3-9]|[28]\\d|3[0246]|64|7[0-689]))\\d{4}', example_number='2684641234', possible_length=(10,), possible_length_local_only=(7,)), toll_free=PhoneNumberDesc(national_number_pattern='8(?:00|33|44|55|66|77|88)[2-9]\\d{6}', example_number='8002123456', possible_length=(10,)), premium_rate=PhoneNumberDesc(national_number_pattern='900[2-9]\\d{6}', example_number='9002123456', possible_length=(10,)), personal_number=PhoneNumberDesc(national_number_pattern='52(?:355[0-46-9]|4(?:5(?:2[024-9]|5[0-46-9])|60[1-9]|9(?:2[0-5]|49)))\\d{4}|52(?:3(?:[2-46-9][02-9]|5[02-46-9])|4(?:[2-478][02-9]|5[034]|6[2-9]|9[05-9])|7[2-4]\\d)\\d{5}|52[34][2-9]1[02-9]\\d{4}|5(?:00|2[1256]|33|44|66|77|88)[2-9]\\d{6}', example_number='5002345678', possible_length=(10,)), voip=PhoneNumberDesc(national_number_pattern='26848[01]\\d{4}', example_number='2684801234', possible_length=(10,), possible_length_local_only=(7,)), pager=PhoneNumberDesc(national_number_pattern='26840[69]\\d{4}', example_number='2684061234', possible_length=(10,), possible_length_local_only=(7,)), national_prefix='1', national_prefix_for_parsing='1|([457]\\d{6})$', national_prefix_transform_rule='268\\1', leading_digits='268', mobile_number_portable_region=True)
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 💡 Suggestions: Line 5 too long (145 chars) - break into multiple lines Line 6 too long (180 chars) - break into multiple lines Line 7 too long (196 chars) - break into multiple lines
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,870
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"Auto-generated file, do not edit by hand. AG metadata\"\"\"\nfrom ..phonemetadata import NumberFormat, PhoneNumberDesc, PhoneMetadata\n\nPHONE_METADATA_AG = PhoneMetadata(id='AG', country_code=1, international_prefix='011',\n general_desc=PhoneNumberDesc(national_number_pattern='(?:268|[58]\\\\d\\\\d|900)\\\\d{7}', possible_length=(10,), possible_length_local_only=(7,)),\n fixed_line=PhoneNumberDesc(national_number_pattern='268(?:4(?:6[0-38]|84)|56[0-2])\\\\d{4}', example_number='2684601234', possible_length=(10,), possible_length_local_only=(7,)),\n mobile=PhoneNumberDesc(national_number_pattern='268(?:464|7(?:1[3-9]|[28]\\\\d|3[0246]|64|7[0-689]))\\\\d{4}', example_number='2684641234', possible_length=(10,), possible_length_local_only=(7,)),\n toll_free=PhoneNumberDesc(national_number_pattern='8(?:00|33|44|55|66|77|88)[2-9]\\\\d{6}', example_number='8002123456', possible_length=(10,)),\n premium_rate=PhoneNumberDesc(national_number_pattern='900[2-9]\\\\d{6}', example_number='9002123456', possible_length=(10,)),\n personal_number=PhoneNumberDesc(national_number_pattern='52(?:355[0-46-9]|4(?:5(?:2[024-9]|5[0-46-9])|60[1-9]|9(?:2[0-5]|49)))\\\\d{4}|52(?:3(?:[2-46-9][02-9]|5[02-46-9])|4(?:[2-478][02-9]|5[034]|6[2-9]|9[05-9])|7[2-4]\\\\d)\\\\d{5}|52[34][2-9]1[02-9]\\\\d{4}|5(?:00|2[1256]|33|44|66|77|88)[2-9]\\\\d{6}', example_number='5002345678', possible_length=(10,)),\n voip=PhoneNumberDesc(national_number_pattern='26848[01]\\\\d{4}', example_number='2684801234', possible_length=(10,), possible_length_local_only=(7,)),\n pager=PhoneNumberDesc(national_number_pattern='26840[69]\\\\d{4}', example_number='2684061234', possible_length=(10,), possible_length_local_only=(7,)),\n national_prefix='1',\n national_prefix_for_parsing='1|([457]\\\\d{6})$',\n national_prefix_transform_rule='268\\\\1',\n leading_digits='268',\n mobile_number_portable_region=True)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n\n\ud83d\udca1 Suggestions:\n Line 5 too long (145 chars) - break into multiple lines\n Line 6 too long (180 chars) - break into multiple lines\n Line 7 too long (196 chars) - break into multiple lines"}]
| false
| null | null | null |
b9787b11fbcd5779df09a2f0f27e44e75ad576ac
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: ##################################################################### ## ## gradefiles-send.py ## ## Script to send grade files by email to enrolled students; the ## input grade file names should correspond to the user names of ## the students. ## ## from email.mime.text import MIMEText # For creating a message string. from subprocess import Popen, PIPE # For sending email on linux. import sys # For command line arguments. import os # For commands and file manipulation (walk, path, system). ##################################################################### ## Sending a simple email message. ## def send(txt, courseNumber, task, sender, targets): msg = MIMEText(txt) msg["From"] = sender + "@bu.edu" msg["To"] = ",".join([target + "@bu.edu" for target in targets]) msg["Cc"] = sender + "@bu.edu" msg["Subject"] = "CS " + courseNumber + " " + task + " grade" p = Popen(["/usr/sbin/sendmail", "-t"], stdin=PIPE) p.communicate(bytes(msg.as_string(), 'UTF-8')) ##################################################################### ## Process the command line parameters. ## if len(sys.argv) == 6\ and (int(sys.argv[1][0:3]) in range(100,1000))\ and sys.argv[2] in ['Fall', 'Spring']\ and int(sys.argv[3]) in range(2000,2100): courseNumber = sys.argv[1] # Accepts course names like "591 X1." season = sys.argv[2] year = sys.argv[3] task = sys.argv[4] sender = sys.argv[5] else: print('\n Usage:\n\n % python gradefiles-send.py <###> <Fall|Spring> <YYYY> <task> <sender-username>\n') exit() ##################################################################### ## Check for list of files. ## if not os.path.exists('./data'): print('No folder "data" containing grade files found. Exiting.') exit() #######
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Fix: Close the string literal with matching quote
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,806
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#####################################################################\n## \n## gradefiles-send.py\n##\n## Script to send grade files by email to enrolled students; the\n## input grade file names should correspond to the user names of\n## the students.\n##\n##\n\nfrom email.mime.text import MIMEText # For creating a message string.\nfrom subprocess import Popen, PIPE # For sending email on linux.\nimport sys # For command line arguments.\nimport os # For commands and file manipulation (walk, path, system).\n\n#####################################################################\n## Sending a simple email message.\n##\n\ndef send(txt, courseNumber, task, sender, targets):\n msg = MIMEText(txt)\n msg[\"From\"] = sender + \"@bu.edu\"\n msg[\"To\"] = \",\".join([target + \"@bu.edu\" for target in targets])\n msg[\"Cc\"] = sender + \"@bu.edu\"\n msg[\"Subject\"] = \"CS \" + courseNumber + \" \" + task + \" grade\"\n p = Popen([\"/usr/sbin/sendmail\", \"-t\"], stdin=PIPE)\n p.communicate(bytes(msg.as_string(), 'UTF-8'))\n\n#####################################################################\n## Process the command line parameters.\n##\n\nif len(sys.argv) == 6\\\n and (int(sys.argv[1][0:3]) in range(100,1000))\\\n and sys.argv[2] in ['Fall', 'Spring']\\\n and int(sys.argv[3]) in range(2000,2100):\n courseNumber = sys.argv[1] # Accepts course names like \"591 X1.\"\n season = sys.argv[2]\n year = sys.argv[3]\n task = sys.argv[4]\n sender = sys.argv[5]\nelse:\n print('\\n Usage:\\n\\n % python gradefiles-send.py <###> <Fall|Spring> <YYYY> <task> <sender-username>\\n')\n exit()\n\n#####################################################################\n## Check for list of files.\n##\n\nif not os.path.exists('./data'):\n print('No folder \"data\" containing grade files found. Exiting.')\n exit()\n\n#######"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
b97884a1b2bbd76cce01bb9efe2744d31832af25
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import os import pickle import tensorflow as tf import wolframclient.serializers as wxf name = 'karras2018iclr-celebahq-1024x1024' file = open(name + '.pkl', 'rb') sess = tf.InteractiveSession() G, D, Gs = pickle.load(file) saver = tf.train.Saver() save_path = "./target/" + name + "/" model_name = 'model' if not os.path.exists(save_path): os.makedirs(save_path) save_path_full = os.path.join(save_path, model_name) saver.save(sess, save_path_full) ckpt = tf.train.get_checkpoint_state(save_path) reader = tf.train.NewCheckpointReader(ckpt.model_checkpoint_path) all_variables = list(reader.get_variable_to_shape_map().keys()) npy = dict(zip(all_variables, map(reader.get_tensor, all_variables))) wxf.export(npy, name + '.wxf', target_format='wxf') # Save as protobuf with tf.Session() as sess: tf.initialize_all_variables().run() output_graph_def = tf.graph_util.convert_variables_to_constants( sess=sess, input_graph_def=sess.graph_def, # output_node_names=['G_paper_1/images_out'] output_node_names=['G_paper_1/ToRGB_lod0/add'] ) with tf.gfile.GFile("./target/" + name + ".pb", "wb") as file: # 保存模型 file.write(output_graph_def.SerializeToString()) # 序列化输出
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,227
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\nimport pickle\nimport tensorflow as tf\nimport wolframclient.serializers as wxf\n\nname = 'karras2018iclr-celebahq-1024x1024'\nfile = open(name + '.pkl', 'rb')\nsess = tf.InteractiveSession()\nG, D, Gs = pickle.load(file)\nsaver = tf.train.Saver()\nsave_path = \"./target/\" + name + \"/\"\nmodel_name = 'model'\nif not os.path.exists(save_path):\n os.makedirs(save_path)\nsave_path_full = os.path.join(save_path, model_name)\nsaver.save(sess, save_path_full)\n\nckpt = tf.train.get_checkpoint_state(save_path)\nreader = tf.train.NewCheckpointReader(ckpt.model_checkpoint_path)\nall_variables = list(reader.get_variable_to_shape_map().keys())\nnpy = dict(zip(all_variables, map(reader.get_tensor, all_variables)))\nwxf.export(npy, name + '.wxf', target_format='wxf')\n\n# Save as protobuf\nwith tf.Session() as sess:\n tf.initialize_all_variables().run()\n output_graph_def = tf.graph_util.convert_variables_to_constants(\n sess=sess,\n input_graph_def=sess.graph_def,\n # output_node_names=['G_paper_1/images_out']\n output_node_names=['G_paper_1/ToRGB_lod0/add']\n )\n\n with tf.gfile.GFile(\"./target/\" + name + \".pb\", \"wb\") as file: # \u4fdd\u5b58\u6a21\u578b\n file.write(output_graph_def.SerializeToString()) # \u5e8f\u5217\u5316\u8f93\u51fa"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30"}]
| false
| null | null | null |
b9789c0f2981942a54633089abdf3245b58a73a3
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python import os import os.path import yaml import time import random import multiprocessing import RPi.GPIO as GPIO from talk import say def readYaml(): with open('{}/src/configuration.yaml'.format(ROOT_PATH),'r+', encoding='utf8') as conf: servo = yaml.load(conf, Loader=yaml.FullLoader) return servo def writeYaml(s=None): with open('{}/src/configuration.yaml'.format(ROOT_PATH),'w', encoding='utf8') as conf: if s==None: yaml.dump(servo,conf) else: yaml.dump(s,conf) servo = readYaml() if servo == None: with open('{}/src/configurationBackUp.yaml'.format(ROOT_PATH),'r+', encoding='utf8') as conf: servoBackUp = yaml.load(conf, Loader=yaml.FullLoader) writeYaml(servoBackUp) servo = readYaml() if servo == None: print('close') exit() Initial = servo['Initial_ ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: Current = servo['Current_Position']['I2C'] InitialGpio = servo['Initial_Position']['Gpio'] CurrentGpio = servo['Current_Position']['Gpio'] GpioPin = servo['Pin']['Gpio']
|
intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 5
| 0
| 886
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport os\nimport os.path\nimport yaml\nimport time\nimport random\nimport multiprocessing\nimport RPi.GPIO as GPIO\nfrom talk import say\ndef readYaml():\n with open('{}/src/configuration.yaml'.format(ROOT_PATH),'r+', encoding='utf8') as conf:\n servo = yaml.load(conf, Loader=yaml.FullLoader)\n return servo\n\n\ndef writeYaml(s=None):\n with open('{}/src/configuration.yaml'.format(ROOT_PATH),'w', encoding='utf8') as conf:\n if s==None:\n yaml.dump(servo,conf)\n else:\n yaml.dump(s,conf)\n\n\nservo = readYaml()\n\nif servo == None:\n with open('{}/src/configurationBackUp.yaml'.format(ROOT_PATH),'r+', encoding='utf8') as conf:\n servoBackUp = yaml.load(conf, Loader=yaml.FullLoader)\n writeYaml(servoBackUp)\n servo = readYaml()\n if servo == None:\n print('close')\n exit()\n\n\nInitial = servo['Initial_\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:\nCurrent = servo['Current_Position']['I2C']\n\nInitialGpio = servo['Initial_Position']['Gpio']\nCurrentGpio = servo['Current_Position']['Gpio']\nGpioPin = servo['Pin']['Gpio']"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b978dfcb152bc099b2de54896ed9a54dfbc29639
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from uuid import uuid4 from sqlalchemy import Index, Column, Text, Table, ForeignKey from sqlalchemy.orm import object_session from onegov.core.orm import Base from onegov.core.orm.types import UUID spoken_association_table = Table( 'spoken_lang_association', Base.metadata, Column( 'translator_id', UUID, ForeignKey('translators.id'), nullable=False), Column('lang_id', UUID, ForeignKey('languages.id'), nullable=False) ) written_association_table = Table( 'written_lang_association', Base.metadata, Column( 'translator_id', UUID, ForeignKey('translators.id'), nullable=False), Column('lang_id', UUID, ForeignKey('languages.id'), nullable=False) ) mother_tongue_association_table = Table( 'mother_tongue_association', Base.metadata, Column( 'translator_id', UUID, ForeignKey('translators.id'), nullable=False), Column('lang_id', UUID, ForeignKey('languages.id'), nullable=False) ) class Language(Base): __tablename__ = 'languages' __table_args__ = (
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Index('unique_name', 'name', unique=True), ) id = Column(UUID, primary_key=True, default=uuid4) name = Column(Text, nullable=False) @property def speakers_count(self): session = object_session(self) return session.query( spoken_association_table).filter_by(lang_id=self.id).count() @property def writers_count(self): session = object_session(self) return session.query( written_association_table).filter_by(lang_id=self.id).count() @property def native_speakers_count(self): """Having it as mother tongue...""" session = object_session(self) return session.query( mother_tongue_association_table).filter_by(lang_id=self.id).count() @property def deletable(self): return ( self.speakers_count + self.writers_count + self.native_speakers_count ) == 0
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advanced
|
database
|
code_completion
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Pythoncode:Python
| 4
| 1
| 2,063
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom uuid import uuid4\n\nfrom sqlalchemy import Index, Column, Text, Table, ForeignKey\nfrom sqlalchemy.orm import object_session\n\nfrom onegov.core.orm import Base\nfrom onegov.core.orm.types import UUID\n\n\nspoken_association_table = Table(\n 'spoken_lang_association',\n Base.metadata,\n Column(\n 'translator_id',\n UUID,\n ForeignKey('translators.id'),\n nullable=False),\n Column('lang_id', UUID, ForeignKey('languages.id'), nullable=False)\n)\n\nwritten_association_table = Table(\n 'written_lang_association',\n Base.metadata,\n Column(\n 'translator_id',\n UUID,\n ForeignKey('translators.id'),\n nullable=False),\n Column('lang_id', UUID, ForeignKey('languages.id'), nullable=False)\n)\n\nmother_tongue_association_table = Table(\n 'mother_tongue_association',\n Base.metadata,\n Column(\n 'translator_id',\n UUID,\n ForeignKey('translators.id'),\n nullable=False),\n Column('lang_id', UUID, ForeignKey('languages.id'), nullable=False)\n)\n\n\nclass Language(Base):\n\n __tablename__ = 'languages'\n\n __table_args__ = ("}, {"role": "assistant", "content": "\n Index('unique_name', 'name', unique=True),\n )\n\n id = Column(UUID, primary_key=True, default=uuid4)\n name = Column(Text, nullable=False)\n\n @property\n def speakers_count(self):\n session = object_session(self)\n return session.query(\n spoken_association_table).filter_by(lang_id=self.id).count()\n\n @property\n def writers_count(self):\n session = object_session(self)\n return session.query(\n written_association_table).filter_by(lang_id=self.id).count()\n\n @property\n def native_speakers_count(self):\n \"\"\"Having it as mother tongue...\"\"\"\n session = object_session(self)\n return session.query(\n mother_tongue_association_table).filter_by(lang_id=self.id).count()\n\n @property\n def deletable(self):\n return (\n self.speakers_count\n + self.writers_count\n + self.native_speakers_count\n ) == 0"}]
| false
| null | null | null |
b978fbbcd4002601ca1e2723cae4385002e671d8
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # 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
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Fix: Close the string literal with matching quote
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intermediate
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api
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error_detection
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Pythoncode:Python
| 4
| 0
| 434
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2019 Google LLC\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# 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"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
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CRITICAL
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b97a0b2a9f0b601569ce8973596517ed7d8790ec
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: # # For licensing see accompanying LICENSE file. # Copyright (C) 2022 Apple Inc. All Rights Reserved. # from torch.nn import functional as F from torch import Tensor import argparse from . import register_classification_loss_fn from .. import BaseCriteria @register_classification_loss_fn(name="binary_cross_entropy") class ClsBinaryCrossEntropy(BaseCriteria): """Binary CE for classification tasks""" def __init__(self, opts, *args, **kwargs) -> None: super().__init__() def forward( self, input_sample: Tensor, prediction: Tensor, target: Tensor, *args, **kwargs ) -> Tensor: if target.dim() != prediction.dim(): target = F.one_hot(target, num_classes=prediction.shape[-1]) return F.binary_cross_entropy_with_logits( input=prediction, target=target.to(prediction.dtype), weight=None, reduction="sum", def __repr__(self) -> str: return "{}()".format(self.__class__.__name__) Error: SyntaxError: unmatched brackets
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Fixed Code: # # For licensing see accompanying LICENSE file. # Copyright (C) 2022 Apple Inc. All Rights Reserved. # from torch.nn import functional as F from torch import Tensor import argparse from . import register_classification_loss_fn from .. import BaseCriteria @register_classification_loss_fn(name="binary_cross_entropy") class ClsBinaryCrossEntropy(BaseCriteria): """Binary CE for classification tasks""" def __init__(self, opts, *args, **kwargs) -> None: super().__init__() Explanation: Add missing ')' bracket at line 32
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advanced
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database
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error_fixing
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Pythoncode:Python
| 3
| 1
| 1,013
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#\n# For licensing see accompanying LICENSE file.\n# Copyright (C) 2022 Apple Inc. All Rights Reserved.\n#\n\nfrom torch.nn import functional as F\nfrom torch import Tensor\nimport argparse\n\nfrom . import register_classification_loss_fn\nfrom .. import BaseCriteria\n\n\n@register_classification_loss_fn(name=\"binary_cross_entropy\")\nclass ClsBinaryCrossEntropy(BaseCriteria):\n \"\"\"Binary CE for classification tasks\"\"\"\n\n def __init__(self, opts, *args, **kwargs) -> None:\n super().__init__()\n\n def forward(\n self, input_sample: Tensor, prediction: Tensor, target: Tensor, *args, **kwargs\n ) -> Tensor:\n if target.dim() != prediction.dim():\n target = F.one_hot(target, num_classes=prediction.shape[-1])\n\n return F.binary_cross_entropy_with_logits(\n input=prediction,\n target=target.to(prediction.dtype),\n weight=None,\n reduction=\"sum\",\n \n\n def __repr__(self) -> str:\n return \"{}()\".format(self.__class__.__name__)\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#\n# For licensing see accompanying LICENSE file.\n# Copyright (C) 2022 Apple Inc. All Rights Reserved.\n#\n\nfrom torch.nn import functional as F\nfrom torch import Tensor\nimport argparse\n\nfrom . import register_classification_loss_fn\nfrom .. import BaseCriteria\n\n\n@register_classification_loss_fn(name=\"binary_cross_entropy\")\nclass ClsBinaryCrossEntropy(BaseCriteria):\n \"\"\"Binary CE for classification tasks\"\"\"\n\n def __init__(self, opts, *args, **kwargs) -> None:\n super().__init__()\n\n\n Explanation: Add missing ')' bracket at line 32"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b97af59ee4283114481f3e83dc8e3cf6244bb61c
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """ Insertion Sort Algorithm:""" """Implementation""" def insertion_sort(arr) -> list: n = len(arr) for i in range(1, n): swap_index = i for j in range(i-1, -1, -1): if arr[swap_index] < arr[j]:
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Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Block at line 12 has no body - expected indented block • IndentationError at line 12 Fix: Add body to If block or use 'pass' statement
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intermediate
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machine_learning
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error_detection
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Pythoncode:Python
| 2
| 0
| 234
| false
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\" Insertion Sort Algorithm:\"\"\"\n\n\n\"\"\"Implementation\"\"\"\n\n\ndef insertion_sort(arr) -> list:\n n = len(arr)\n for i in range(1, n):\n swap_index = i\n for j in range(i-1, -1, -1):\n if arr[swap_index] < arr[j]:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Block at line 12 has no body - expected indented block\n \u2022 IndentationError at line 12\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
b97c7f15dd61f4851cffcb3982337f852b3b8da5
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- # emacs: -*- mode: python; py-indent-offset: 4; indent-tabs-mode: nil -*- # vi: set ft=python sts=4 ts=4 sw=4 et: """Top-level namespace for spm.""" from .base import (Info, SPMCommand, logger, no_spm, scans_for_fname, scans_for_fnames) from .preprocess import (FieldMap, SliceTiming, Realign, RealignUnwarp, Coregister, Normalize, Normalize12, Segment, Smooth, NewSegment, DARTEL, DARTELNorm2MNI, CreateWarped, VBMSegment) from .model import (Level1Design, EstimateModel, EstimateContrast, Threshold, OneSampleTTestDesign, TwoSampleTTestDesign, PairedTTestDesign, MultipleRegressionDesign) from .utils import (Analyze2nii, CalcCoregAffine, ApplyTransform, Reslice, ApplyInverseDeformation, ResliceToReference, DicomImport)
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This code demonstrates Pythoncode:Python programming.
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intermediate
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testing
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code_explanation
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Pythoncode:Python
| 0
| 0
| 903
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# emacs: -*- mode: python; py-indent-offset: 4; indent-tabs-mode: nil -*-\n# vi: set ft=python sts=4 ts=4 sw=4 et:\n\"\"\"Top-level namespace for spm.\"\"\"\n\nfrom .base import (Info, SPMCommand, logger, no_spm, scans_for_fname,\n scans_for_fnames)\nfrom .preprocess import (FieldMap, SliceTiming, Realign, RealignUnwarp,\n Coregister, Normalize, Normalize12, Segment,\n Smooth, NewSegment, DARTEL, DARTELNorm2MNI,\n CreateWarped, VBMSegment)\nfrom .model import (Level1Design, EstimateModel, EstimateContrast, Threshold,\n OneSampleTTestDesign, TwoSampleTTestDesign,\n PairedTTestDesign, MultipleRegressionDesign)\nfrom .utils import (Analyze2nii, CalcCoregAffine, ApplyTransform, Reslice,\n ApplyInverseDeformation, ResliceToReference, DicomImport)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b97c828450c34038ee92e089e3f2b951d2113017
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import numpy as np from mathUtils import * class Network(object): """ Model for a feedforward Neural Network that use backpropagation with stochastic gradient decent. """ def __init__(self, layerSizes, biasVectors, weightMatrices): """ Initialise the network with a list of layer sizes and lists for biases and weights for the neurons in the network. The first layer is the input layer and the last layer is the output layer. """ self.layerSizes = layerSizes self.biasVectors = biasVectors self.weightMatrices = weightMatrices @staticmethod def generateRandomNetwork(layerSizes): """ Initialise a new network with random weights and biases. Input and output layers are included in the layerSizes list. The random weights and biases are generated using a Gaussian distribution, so the results are more probable to be around 0. """ biasVectors = [] """Generate biases for each neuron in each layer, except the input layer.""" for size in layerSizes[1:]: """ np.random.randn generates arrays of arrays of random numbers, based on the paramters. np.random.randn(3,2) will generate an array of 3 arrays with 2 random numbers. """ biasVectors.append(np.random.randn(size, 1)) """Generate weights for connections between layers.""" weightMatrices = [] for size, prevSize in zip(layerSizes[:-1], layerSizes[1:]): weightMatrices.append(np.random.randn(prevSize, size)) return Network(layerSizes, biasVectors, weightMatrices) def getOutputs(self, inputs): """Return a vector of the network's outputs based on the given inputs, using feedforward."""
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 5 Fixes: • Add closing quote at line 5 • Line 11 too long (197 chars) - break into multiple lines • Line 21 too long (249 chars) - break into multiple lines
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advanced
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machine_learning
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syntax_repair
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Pythoncode:Python
| 3
| 1
| 1,800
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport numpy as np\nfrom mathUtils import *\n\nclass Network(object):\n \"\"\"\n Model for a feedforward Neural Network that use backpropagation with stochastic gradient decent.\n \"\"\"\n\n def __init__(self, layerSizes, biasVectors, weightMatrices):\n \"\"\"\n Initialise the network with a list of layer sizes and lists for biases and weights for the neurons in the network. The first layer is the input layer and the last layer is the output layer.\n \"\"\"\n \n self.layerSizes = layerSizes\n self.biasVectors = biasVectors\n self.weightMatrices = weightMatrices\n\n @staticmethod\n def generateRandomNetwork(layerSizes):\n \"\"\"\n Initialise a new network with random weights and biases. Input and output layers are included in the layerSizes list. The random weights and biases are generated using a Gaussian distribution, so the results are more probable to be around 0.\n \"\"\"\n \n biasVectors = []\n \"\"\"Generate biases for each neuron in each layer, except the input layer.\"\"\"\n for size in layerSizes[1:]:\n \"\"\"\n np.random.randn generates arrays of arrays of random numbers, based on the paramters.\n np.random.randn(3,2) will generate an array of 3 arrays with 2 random numbers.\n \"\"\"\n biasVectors.append(np.random.randn(size, 1))\n \"\"\"Generate weights for connections between layers.\"\"\"\n weightMatrices = []\n for size, prevSize in zip(layerSizes[:-1], layerSizes[1:]):\n weightMatrices.append(np.random.randn(prevSize, size))\n return Network(layerSizes, biasVectors, weightMatrices)\n\n def getOutputs(self, inputs):\n \"\"\"Return a vector of the network's outputs based on the given inputs, using feedforward.\"\"\""}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 5\n\n Fixes:\n \u2022 Add closing quote at line 5\n \u2022 Line 11 too long (197 chars) - break into multiple lines\n \u2022 Line 21 too long (249 chars) - break into multiple lines"}]
| true
|
syntax
|
MID_STRING
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CRITICAL
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b97cd7905f5c596cb6d79b67c2c80e83907421d9
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: from datetime import datetime from marquez_airflow import DAG from airflow.operators.postgres_operator import PostgresOperator from airflow.utils.dates import days_ago default_args = { 'owner': 'datascience', 'depends_on_past': False, 'start_date': days_ago(1), 'email_on_failure': False, 'email_on_retry': False, 'email': ['datascience@example.com'] } dag = DAG( 'etl_orders_7_days', schedule_interval='@hourly', catchup=False, default_args=default_args, description='Loads newly placed orders weekly.' ) t1 = PostgresOperator( task_id='if_not_exists', postgres_conn_id='food_delivery_db', sql=''' CREATE TABLE IF NOT EXISTS orders_7_days ( order_id INTEGER REFERENCES orders(id), placed_on TIMESTAMP NOT NULL, discount_id INTEGER REFERENCES discounts(id), menu_id INTEGER REFERENCES menus(id), restaurant_id INTEGER REFERENCES restaurants(id), menu_item_id INTEGER REFERENCES menu_items(id), category_id INTEGER REFERENCES categories(id) );''', dag=dag ) t2 = PostgresOperator( task_id='tuncate', postgres_conn_id='food_delivery_db', sql='TRUNCATE TABLE orders_7_days;'
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 26 • Unclosed '(' at line 39 - expected ')' • SyntaxError: '(' was never closed at line 39 Fix: Close the string literal with matching quote
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intermediate
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database
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error_detection
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Pythoncode:Python
| 0
| 0
| 1,217
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom datetime import datetime\nfrom marquez_airflow import DAG\nfrom airflow.operators.postgres_operator import PostgresOperator\nfrom airflow.utils.dates import days_ago\n\ndefault_args = {\n 'owner': 'datascience',\n 'depends_on_past': False,\n 'start_date': days_ago(1),\n 'email_on_failure': False,\n 'email_on_retry': False,\n 'email': ['datascience@example.com']\n}\n\ndag = DAG(\n 'etl_orders_7_days',\n schedule_interval='@hourly',\n catchup=False,\n default_args=default_args,\n description='Loads newly placed orders weekly.'\n)\n\nt1 = PostgresOperator(\n task_id='if_not_exists',\n postgres_conn_id='food_delivery_db',\n sql='''\n CREATE TABLE IF NOT EXISTS orders_7_days (\n order_id INTEGER REFERENCES orders(id),\n placed_on TIMESTAMP NOT NULL,\n discount_id INTEGER REFERENCES discounts(id),\n menu_id INTEGER REFERENCES menus(id),\n restaurant_id INTEGER REFERENCES restaurants(id),\n menu_item_id INTEGER REFERENCES menu_items(id),\n category_id INTEGER REFERENCES categories(id)\n );''',\n dag=dag\n)\n\nt2 = PostgresOperator(\n task_id='tuncate',\n postgres_conn_id='food_delivery_db',\n sql='TRUNCATE TABLE orders_7_days;'"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unterminated string literal at line 26\n \u2022 Unclosed '(' at line 39 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 39\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
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MID_STRING
|
CRITICAL
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b97d4675d330154e0b12b91fbd601affd888ea29
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: # store information about a pizza being ordered pizza = { 'crust': 'thick', 'toppings': ['mushrooms', 'extra vegan cheese'] } # summarize the order print("You ordered a " + pizza['crust'] + "-crust pizza" + "with the following toppings:") for topping in pizza['toppings']: ... code continues ...
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Completion: Missing: For block is incomplete - body missing To complete: • Add body to For block or use 'pass' statement Example continuation: print("\t" + topping)
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intermediate
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database
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incomplete_code
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Pythoncode:Python
| 0
| 0
| 287
| false
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# store information about a pizza being ordered\npizza = {\n 'crust': 'thick',\n 'toppings': ['mushrooms', 'extra vegan cheese']\n}\n\n# summarize the order\nprint(\"You ordered a \" + pizza['crust'] + \"-crust pizza\" + \n \"with the following toppings:\")\n\nfor topping in pizza['toppings']:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: For block is incomplete - body missing\n\n To complete:\n \u2022 Add body to For block or use 'pass' statement\n\n Example continuation:\n print(\"\\t\" + topping)"}]
| true
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syntax
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MID_BLOCK
|
HIGH
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b97deb7d2bd255cd9a3d9f169d969333b63452ec
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: a = float(input('Qual é o preço do produto? R$')) d = a - (a * 23 / 100) print('O produto que custava R${:.2f}, na promoção de 23% de desconto vai custar: R${:.2f}' .format(a, d))
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Code Review: ⚠️ Code quality: Potential division by zero - add validation ✨ Improvements: Remove debug print() at line 3 before production
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beginner
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database
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code_review
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Pythoncode:Python
| 0
| 0
| 181
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\na = float(input('Qual \u00e9 o pre\u00e7o do produto? R$'))\nd = a - (a * 23 / 100)\nprint('O produto que custava R${:.2f}, na promo\u00e7\u00e3o de 23% de desconto vai custar: R${:.2f}' .format(a, d))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Potential division by zero - add validation\n\n\u2728 Improvements:\n Remove debug print() at line 3 before production"}]
| false
| null | null | null |
b97e1419e0e45b84ecc462227c812c10beb92718
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Submit a function to be run either locally or in a computing cluster. # Compared to original StyleGAN implementation, we extend the support for automatic training resumption, # and network recompilation. import copy import inspect import os import pathlib import pickle import platform import pprint import re import shutil import sys import time import traceback from enum import Enum from .. import util from ..util import EasyDict from . import internal class SubmitTarget(Enum): # The target where the function should be run # LOCAL: Run it locally LOCAL = 1 class PathType(Enum): # Determines in which format should a path be formatted # WINDOWS: Format with Windows style # LINUX: Format with Linux/Posix style # AUTO: Use current OS type to select either WINDOWS or LINUX WINDOWS = 1 LINUX = 2 AUTO = 3 class PlatformExtras: # A mixed bag of
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • IndentationError at line 39 Fix: Complete the truncated code structure
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advanced
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database
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error_detection
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Pythoncode:Python
| 1
| 3
| 900
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Submit a function to be run either locally or in a computing cluster.\n# Compared to original StyleGAN implementation, we extend the support for automatic training resumption,\n# and network recompilation.\nimport copy\nimport inspect\nimport os\nimport pathlib\nimport pickle\nimport platform\nimport pprint\nimport re\nimport shutil\nimport sys\nimport time\nimport traceback\n\nfrom enum import Enum\n\nfrom .. import util\nfrom ..util import EasyDict\n\nfrom . import internal\n\nclass SubmitTarget(Enum):\n # The target where the function should be run\n # LOCAL: Run it locally\n LOCAL = 1\n\nclass PathType(Enum):\n # Determines in which format should a path be formatted\n # WINDOWS: Format with Windows style\n # LINUX: Format with Linux/Posix style\n # AUTO: Use current OS type to select either WINDOWS or LINUX\n WINDOWS = 1\n LINUX = 2\n AUTO = 3\n\nclass PlatformExtras:\n # A mixed bag of"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 IndentationError at line 39\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
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CRITICAL
|
b97e5feb1052b87d359d8e3d9f63ba930bff8e66
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python # coding=utf-8 from pyecharts.option import grid class Grid(object):
|
def __init__(self): self._chart = None self._js_dependencies = set() ... [7 more functiondefs truncated] ...
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intermediate
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oop
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code_completion
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Pythoncode:Python
| 1
| 1
| 232
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n# coding=utf-8\n\nfrom pyecharts.option import grid\n\n\nclass Grid(object):"}, {"role": "assistant", "content": "\n def __init__(self):\n self._chart = None\n self._js_dependencies = set()\n\n\n ... [7 more functiondefs truncated] ..."}]
| false
| null | null | null |
b97f4f2077af2e6d4198d160e8fea133c49dee89
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import logging from .endpoint import ask def send_message(user_id, message, sent_by_maker=True): if not valid_args(user_id, message): logging.warning("send message called with invalid args user_id={} message={}".format(user_id, message)) return logging.debug("Sending message: user_id={0} message={1} sent_by_maker={2}".format(user_id, message, sent_by_maker)) role = "appMaker" if not sent_by_maker: role = "appUser" data = {"text": message, "role": role} return ask('appusers/{0}/conversation/messages'.format(user_id), data, 'post') def get_conversation(user_id): if not user_id: logging.warning("get conversation called with invalid arg user_id={}".format(user_id)) return logging.debug("Get conversation: user_id={}".format(user_id)) return ask('appusers/{0}/conversation'.format(user_id), {}, 'get') def request_payment(user_id, message, options): """Note that amount is a integer which specifies the amount of cents in the transaction Smooch will default to the currency specified in your account settings.""" if not valid_args(user_id, message, options): logging.warning("request payment called with invalid args user_id={} message={} options={}" .format(user_id, message, options)) return role = "appMaker" buttons = [] for short_text, result in options: buttons.append({ "type": "buy", "text": short_text, "amount": result}) data = {"text": message, "role": role, "actions": buttons} return ask('appusers/{0}/conversation/messages'.format(user_id), data, 'post') def send_links(user_id, message, options): """Sends a series of links. The options field is a dictionary in which the keys are descriptions and values uris""" if not valid_args(user_id, message, options): logging.warning("send links called with invalid args user_id={} message={} options={}" .format(user_id, message, options)) return role = "appMaker" buttons = [] for short_text, result in options: buttons.append({ "type": "link", "text": short_text, "uri": result}) data = {"text": message, "role": role, "actions": buttons} return ask('appusers/{0}/conversation/messages'.format(user_id), data, 'post') ... [3 more functiondefs truncated] ...
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 32 • IndentationError at line 61 Fix: Fix indentation to match Python syntax rules
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 4
| 0
| 2,599
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport logging\n\nfrom .endpoint import ask\n\n\ndef send_message(user_id, message, sent_by_maker=True):\n if not valid_args(user_id, message):\n logging.warning(\"send message called with invalid args user_id={} message={}\".format(user_id, message))\n return\n\n logging.debug(\"Sending message: user_id={0} message={1} sent_by_maker={2}\".format(user_id, message, sent_by_maker))\n role = \"appMaker\"\n if not sent_by_maker:\n role = \"appUser\"\n\n data = {\"text\": message, \"role\": role}\n return ask('appusers/{0}/conversation/messages'.format(user_id),\n data,\n 'post')\n\n\ndef get_conversation(user_id):\n if not user_id:\n logging.warning(\"get conversation called with invalid arg user_id={}\".format(user_id))\n return\n\n logging.debug(\"Get conversation: user_id={}\".format(user_id))\n return ask('appusers/{0}/conversation'.format(user_id), {}, 'get')\n\n\ndef request_payment(user_id, message, options):\n \"\"\"Note that amount is a integer which specifies the amount of cents in the transaction\n Smooch will default to the currency specified in your account settings.\"\"\"\n\n if not valid_args(user_id, message, options):\n logging.warning(\"request payment called with invalid args user_id={} message={} options={}\"\n .format(user_id, message, options))\n return\n\n role = \"appMaker\"\n\n buttons = []\n\n for short_text, result in options:\n buttons.append({\n \"type\": \"buy\",\n \"text\": short_text,\n \"amount\": result})\n\n data = {\"text\": message,\n \"role\": role,\n \"actions\": buttons}\n return ask('appusers/{0}/conversation/messages'.format(user_id),\n data,\n 'post')\n\n\ndef send_links(user_id, message, options):\n \"\"\"Sends a series of links. The options field is a dictionary in which the keys are\n descriptions and values uris\"\"\"\n if not valid_args(user_id, message, options):\n logging.warning(\"send links called with invalid args user_id={} message={} options={}\"\n .format(user_id, message, options))\n return\n\n role = \"appMaker\"\n\n buttons = []\n\n for short_text, result in options:\n buttons.append({\n \"type\": \"link\",\n \"text\": short_text,\n \"uri\": result})\n\n data = {\"text\": message,\n \"role\": role,\n \"actions\": buttons}\n return ask('appusers/{0}/conversation/messages'.format(user_id),\n data,\n 'post')\n\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 32\n \u2022 IndentationError at line 61\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b97f78c59a8296809ae879f2d6f8355b0f8c52d0
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import keras from keras.models import load_model from PIL import Image import matplotlib.pylab as plt import numpy as np import zipfile print("Extract") zip_ref = zipfile.ZipFile("./asset.zip", 'r') zip_ref.extractall(".") zip_ref.close() print("Load Model") model=load_model("cifar-model.h5") CIFAR_10_CLASSES=["Plane","Car","bird","cat","deer","dog","frog","horse","ship","truck"] def calc(imname): test_image =Image.open("asset/"+imname) test_image=test_image.resize((32,32),Image.ANTIALIAS) test_image=np.array(test_image,dtype="float32") test_image/=255 test_image=test_image.reshape(-1,32,32,3) predictions=model.predict(test_image) index_max_pred=np.argmax(predictions) plt.title("Complete: {}".format(CIFAR_10_CLASSES[index_max_pred + 1])) plt.imshow(test_image[0].reshape(32,32,3)) print(predictions) plt.show() print("START TEST") calc("lkw-image.jpg") calc("cat.jpg") calc("frog.jpg") calc("fog.jpg") calc("lfog.jpg") calc("d.jpg") calc("b.jpg") calc("bs.jpg") calc("plapper.jpg") calc("ds.jpg") print("Complete") print("End") quit(0)
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 22 Buggy code: plt.title("Complete: {}".format(CIFAR_10_CLASSES[index_max_pred + 1])) Should be: plt.title("Complete: {}".format(CIFAR_10_CLASSES[index_max_pred])) Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
intermediate
|
testing
|
logical_errors
|
Pythoncode:Python
| 1
| 0
| 1,090
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport keras\nfrom keras.models import load_model\nfrom PIL import Image\nimport matplotlib.pylab as plt\nimport numpy as np\nimport zipfile\nprint(\"Extract\")\nzip_ref = zipfile.ZipFile(\"./asset.zip\", 'r')\nzip_ref.extractall(\".\")\nzip_ref.close()\nprint(\"Load Model\")\nmodel=load_model(\"cifar-model.h5\")\nCIFAR_10_CLASSES=[\"Plane\",\"Car\",\"bird\",\"cat\",\"deer\",\"dog\",\"frog\",\"horse\",\"ship\",\"truck\"]\ndef calc(imname):\n test_image =Image.open(\"asset/\"+imname)\n test_image=test_image.resize((32,32),Image.ANTIALIAS)\n test_image=np.array(test_image,dtype=\"float32\")\n test_image/=255\n test_image=test_image.reshape(-1,32,32,3)\n predictions=model.predict(test_image)\n index_max_pred=np.argmax(predictions)\n plt.title(\"Complete: {}\".format(CIFAR_10_CLASSES[index_max_pred + 1]))\n plt.imshow(test_image[0].reshape(32,32,3))\n print(predictions)\n plt.show()\nprint(\"START TEST\")\ncalc(\"lkw-image.jpg\")\ncalc(\"cat.jpg\")\ncalc(\"frog.jpg\")\ncalc(\"fog.jpg\")\ncalc(\"lfog.jpg\")\ncalc(\"d.jpg\")\ncalc(\"b.jpg\")\ncalc(\"bs.jpg\")\ncalc(\"plapper.jpg\")\ncalc(\"ds.jpg\")\nprint(\"Complete\")\nprint(\"End\")\nquit(0)"}, {"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 22\n\n Buggy code:\n plt.title(\"Complete: {}\".format(CIFAR_10_CLASSES[index_max_pred + 1]))\n\n Should be:\n plt.title(\"Complete: {}\".format(CIFAR_10_CLASSES[index_max_pred]))\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
|
b980ab008a2dab6e2778edec1d7d9e24b2315a73
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: """ tt URL Configuration The `urlpatterns` list routes URLs to views. For more information please see: https://docs.djangoproject.com/en/2.1/topics/http/urls/ Examples: Function views 1. Add an import: from my_app import views 2. Add a URL to urlpatterns: path('', views.home, name='home') Class-based views 1. Add an import: from other_app.views import Home 2. Add a URL to urlpatterns: path('', Home.as_view(), name='home') Including another URLconf 1. Import the include() function: from django.urls import include, path 2. Add a URL to urlpatterns: path('blog/', include('blog.urls')) """ # Uncomment next two lines to enable admin: from django.contrib import admin # Complete this line from users import views as user_views from django.contrib.auth import views as auth_views from upload import views as upload_views from django.conf import settings from django.conf.urls.static import static urlpatterns = [ # Uncomment the next line to enable the admin: path('admin/', admin.site.urls), path('', include('blog.urls')), path('register/', user_views.register, name='register'), path('login/',auth_views.LoginView.as_view(template_name='users/login.html'),name='login'), path('logout/',auth_views.LogoutView.as_view(template_name='users/logout.html') ,name='logout'), path('profile/', user_views.profile, name='profile'), path('book/',upload_views.book_list,name='book_list'), path('book/upload',upload_views.upload_book,name='upload_book'), ] if settings.DEBUG: urlpatterns += static(settings.MEDIA_URL, document_root=settings.MEDIA_ROOT)
|
The missing line is: from django.urls import path, include
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 1,650
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"\ntt URL Configuration\n\nThe `urlpatterns` list routes URLs to views. For more information please see:\n https://docs.djangoproject.com/en/2.1/topics/http/urls/\n\nExamples:\nFunction views\n 1. Add an import: from my_app import views\n 2. Add a URL to urlpatterns: path('', views.home, name='home')\nClass-based views\n 1. Add an import: from other_app.views import Home\n 2. Add a URL to urlpatterns: path('', Home.as_view(), name='home')\nIncluding another URLconf\n 1. Import the include() function: from django.urls import include, path\n 2. Add a URL to urlpatterns: path('blog/', include('blog.urls'))\n\"\"\"\n\n# Uncomment next two lines to enable admin:\nfrom django.contrib import admin\n # Complete this line\nfrom users import views as user_views\nfrom django.contrib.auth import views as auth_views\nfrom upload import views as upload_views\nfrom django.conf import settings\nfrom django.conf.urls.static import static\n\n\n\n\nurlpatterns = [\n # Uncomment the next line to enable the admin:\n path('admin/', admin.site.urls),\n path('', include('blog.urls')),\n path('register/', user_views.register, name='register'),\n path('login/',auth_views.LoginView.as_view(template_name='users/login.html'),name='login'),\n path('logout/',auth_views.LogoutView.as_view(template_name='users/logout.html') ,name='logout'),\n path('profile/', user_views.profile, name='profile'),\n path('book/',upload_views.book_list,name='book_list'),\n path('book/upload',upload_views.upload_book,name='upload_book'),\n]\n\nif settings.DEBUG:\n urlpatterns += static(settings.MEDIA_URL, document_root=settings.MEDIA_ROOT)"}, {"role": "assistant", "content": "The missing line is:\nfrom django.urls import path, include"}]
| false
| null | null | null |
b980be1e0d2b8db749e25a4f49c35cdddbdca9d9
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import os import click os.environ["GIT_PYTHON_REFRESH"] = "quiet" @click.group() def git(): Error: IndentationError / Incomplete Function
|
Fixed Code: import os import click os.environ["GIT_PYTHON_REFRESH"] = "quiet" @click.group() def git(): pass Explanation: Complete the function 'git' body and add missing return
|
beginner
|
ui
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 95
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport os\n\nimport click\n\nos.environ[\"GIT_PYTHON_REFRESH\"] = \"quiet\"\n\n\n@click.group()\ndef git():\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport os\n\nimport click\n\nos.environ[\"GIT_PYTHON_REFRESH\"] = \"quiet\"\n\n\n@click.group()\ndef git():\n pass\n\n\n Explanation: Complete the function 'git' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
b9814171798d1f2ddf5247c67182a7e7e032132e
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import glob import os def main(): os.chdir("F:/Downloads") extensions = ["*.jpg_large", "*.png_large", "*.jpg_orig"] file_list = list() for extension in extensions: file_list = file_list + glob.glob(extension) for file in file_list: for extension in extensions: new_extension = extension.replace('*', '') if file.endswith(new_extension): new_name = file.replace(new_extension, '') + ".jpg" os.rename(file, new_name) print("Done!") if __name__ == __name__: main()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 570
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport glob\nimport os\n\n\ndef main():\n os.chdir(\"F:/Downloads\")\n extensions = [\"*.jpg_large\", \"*.png_large\", \"*.jpg_orig\"]\n file_list = list()\n\n for extension in extensions:\n file_list = file_list + glob.glob(extension)\n\n for file in file_list:\n for extension in extensions:\n new_extension = extension.replace('*', '')\n if file.endswith(new_extension):\n new_name = file.replace(new_extension, '') + \".jpg\"\n os.rename(file, new_name)\n\n print(\"Done!\")\n\n\nif __name__ == __name__:\n main()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b98238142a5e4442e3c9fdd220f6bde9274299de
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import numpy as np import pandas as pd import seaborn as sns import matplotlib.pyplot as plt from sklearn.metrics import classification_report #EVERY TIME THE DATASET IS RETRIEVED FROM GITHUB
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
beginner
|
oop
|
debugging
|
Pythoncode:Python
| 0
| 0
| 193
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport numpy as np\nimport pandas as pd\nimport seaborn as sns\nimport matplotlib.pyplot as plt\nfrom sklearn.metrics import classification_report\n\n#EVERY TIME THE DATASET IS RETRIEVED FROM GITHUB"}, {"role": "assistant", "content": " Code analysis results:\n\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
b982943f0b8c226209550f8c7f62a0e03d0b5ff5
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright 2015-2018 Capital One Services, LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from azure_common import BaseTest, arm_template class RouteTableTest(BaseTest): route_table_name = 'cctestroutetable' vnet_name = 'ccroutetablevnet' allowed_subnet_name = 'cctestsubnet1' disallowed_subnet_name = 'cctestsubnet2' @staticmethod def _subnet_id_suffix(subnet): return '{}/subnets/{}'.format(RouteTableTest.vnet_name, subnet) def test_route_table_schema_validate(self): with self.sign_out_patch(): p = self.load_policy({ 'name': 'test-azure-route-table', 'resource': 'azure.routetable' }, validate=True) self.assertTrue(p) @arm_template('route-table-and-vnet.json') def test_find_route_table_by_name(self): p = self.load_policy({ 'name': 'test-find-route-table-by-name', 'resource': 'azure.routetable', 'filters': [ { 'type': 'value', 'key': 'name', 'op': 'eq', 'value': RouteTableTest.route_table_name } ] }) resources = p.run() self._assert_only_route_table_in_resources(resources) @arm_template('route-table-and-vnet.json') def test_detect_route_table_is_routing_to_correct_subnet(self): p = self.load_policy({ 'name': 'test-detect-route-table-is-routing-to-correct-subnet', 'resource': 'azure.routetable', 'filters': [ { 'type': 'value', 'key': 'name', 'op': 'eq', 'value': RouteTableTest.route_table_name }, { 'type': 'value', 'key': 'properties.subnets[?ends_with(id, \'{}\')] | [0]'.format( RouteTableTest._subnet_id_suffix(RouteTableTest.allowed_subnet_name) ), 'value': 'not-null' } ] }) resources = p.run() self._assert_only_route_table_in_resources(resources) @arm_template('route-table-and-vnet.json') ... [3 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 18 has no indented body Block at line 38 has no indented body Block at line 57 has no indented body IndentationError at line 84 ⚠️ Code quality: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 26 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 38 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 54 Unexpected indentation at line 57 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 76 Unexpected indentation at line 77 Unexpected indentation at line 80 ✨ Improvements: Complete the expression on the last line Fix indentation to match Python syntax rules
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 4
| 1
| 2,827
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2015-2018 Capital One Services, LLC\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nfrom azure_common import BaseTest, arm_template\n\n\nclass RouteTableTest(BaseTest):\n\n route_table_name = 'cctestroutetable'\n vnet_name = 'ccroutetablevnet'\n allowed_subnet_name = 'cctestsubnet1'\n disallowed_subnet_name = 'cctestsubnet2'\n\n @staticmethod\n def _subnet_id_suffix(subnet):\n return '{}/subnets/{}'.format(RouteTableTest.vnet_name, subnet)\n\n def test_route_table_schema_validate(self):\n with self.sign_out_patch():\n p = self.load_policy({\n 'name': 'test-azure-route-table',\n 'resource': 'azure.routetable'\n }, validate=True)\n self.assertTrue(p)\n\n @arm_template('route-table-and-vnet.json')\n def test_find_route_table_by_name(self):\n\n p = self.load_policy({\n 'name': 'test-find-route-table-by-name',\n 'resource': 'azure.routetable',\n 'filters': [\n {\n 'type': 'value',\n 'key': 'name',\n 'op': 'eq',\n 'value': RouteTableTest.route_table_name\n }\n ]\n })\n\n resources = p.run()\n self._assert_only_route_table_in_resources(resources)\n\n @arm_template('route-table-and-vnet.json')\n def test_detect_route_table_is_routing_to_correct_subnet(self):\n\n p = self.load_policy({\n 'name': 'test-detect-route-table-is-routing-to-correct-subnet',\n 'resource': 'azure.routetable',\n 'filters': [\n {\n 'type': 'value',\n 'key': 'name',\n 'op': 'eq',\n 'value': RouteTableTest.route_table_name\n },\n {\n 'type': 'value',\n 'key': 'properties.subnets[?ends_with(id, \\'{}\\')] | [0]'.format(\n RouteTableTest._subnet_id_suffix(RouteTableTest.allowed_subnet_name)\n ),\n 'value': 'not-null'\n }\n ]\n })\n\n resources = p.run()\n self._assert_only_route_table_in_resources(resources)\n\n @arm_template('route-table-and-vnet.json')\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Block at line 18 has no indented body\n Block at line 38 has no indented body\n Block at line 57 has no indented body\n IndentationError at line 84\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 26\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 38\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 54\n Unexpected indentation at line 57\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n Unexpected indentation at line 77\n Unexpected indentation at line 80\n\n\u2728 Improvements:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
b982c2b4e976b723dfa3208c1bc1e4ea51b77ac9
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Copyright 2016 Intel Corporation # Copyright 2017 Wind River # 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. # ------------------------------------------------------------------------------ ################################################################################ # LIBRARIES & DEPENDENCIES # ################################################################################ import hashlib import logging import json from collections import OrderedDict from sawtooth_sdk.processor.exceptions import InvalidTransaction from sawtooth_sdk.processor.exceptions import InternalError from sawtooth_sdk.processor.handler import TransactionHandler class ArtifactTransactionHandler: """ Class for handling the Transaction Family : Artifact Attributes: namespace_prefix (str): The namespace prefix of the transaction family """ def __init__(self, namespace_prefix): """ Constructs the ArtifactTransactionHandler object. Args: namespace_prefix (str): # Complete this line """ self._namespace_prefix = namespace_prefix @property def family_name(self): """ type: str Returns the family name of the handler object. """ return "artifact" @property def family_versions(self): """ type: list of str Returns the family version of the handler object. """ return ["1.0"] @property def encodings(self): """ type: list of str Returns the encoding scheme used for the data for the handler object. """ return ["csv-utf8"] @property def namespaces(self): """ type: list of str Returns the namespaces associating with the handler object. """ return [self._namespace_prefix] ################################################################################ # FUNCTIONS # ################################################################################ ... [5 more functiondefs truncated] ...
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The missing line is: The namepsace prefix of the transaction family
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advanced
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api
|
fill_in_the_blank
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Pythoncode:Python
| 5
| 1
| 2,795
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Copyright 2016 Intel Corporation\n# Copyright 2017 Wind River \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################################################################################\n# LIBRARIES & DEPENDENCIES #\n################################################################################\nimport hashlib\nimport logging\nimport json\nfrom collections import OrderedDict\nfrom sawtooth_sdk.processor.exceptions import InvalidTransaction\nfrom sawtooth_sdk.processor.exceptions import InternalError\nfrom sawtooth_sdk.processor.handler import TransactionHandler\n\nclass ArtifactTransactionHandler:\n \"\"\"\n Class for handling the Transaction Family : Artifact\n \n Attributes:\n namespace_prefix (str): The namespace prefix of the transaction family\n \n \"\"\"\n \n def __init__(self, namespace_prefix):\n \"\"\"\n Constructs the ArtifactTransactionHandler object.\n \n Args:\n namespace_prefix (str):\n # Complete this line\n \n \"\"\"\n self._namespace_prefix = namespace_prefix\n\n @property\n def family_name(self):\n \"\"\"\n type: str\n Returns the family name of the handler object.\n \n \"\"\"\n return \"artifact\"\n\n @property\n def family_versions(self):\n \"\"\"\n type: list of str\n Returns the family version of the handler object.\n \n \"\"\"\n return [\"1.0\"]\n\n @property\n def encodings(self):\n \"\"\"\n type: list of str\n Returns the encoding scheme used for the data for the handler object.\n \n \"\"\"\n return [\"csv-utf8\"]\n\n @property\n def namespaces(self):\n \"\"\"\n type: list of str\n Returns the namespaces associating with the handler object.\n \n \"\"\"\n return [self._namespace_prefix]\n################################################################################\n# FUNCTIONS #\n################################################################################\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n The namepsace prefix of the transaction family"}]
| false
| null | null | null |
b98531b0567b9e4719006397ec461d3fa4999e4b
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ STEP 2 Takes the list of urls in the json files and downloads the html files to local drive Start with: scrapy runspider ReviewsCollector.py """ import scrapy import json class ReviewsCollector(scrapy.Spider): def start_requests(self): with open("data/books.json") as f: self.data = json.load(f) for item in self.data: if (item['url'] is not None): yield scrapy.Request(url=item['url'], headers={'Referer':'http://www.google.com/'}, callback=self.parse) def parse(self, response): filename = response.url.split("/")[-1] + '.html' with open('data/reviews/' + filename, 'wb+') as f: f.write(response.body)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
api
|
refactoring
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Pythoncode:Python
| 2
| 1
| 764
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\"\"\"\nSTEP 2\nTakes the list of urls in the json files and downloads the html files to local drive\nStart with: scrapy runspider ReviewsCollector.py\n\n\"\"\"\n\nimport scrapy\nimport json\n\nclass ReviewsCollector(scrapy.Spider):\n\n def start_requests(self):\n with open(\"data/books.json\") as f:\n self.data = json.load(f)\n for item in self.data:\n if (item['url'] is not None):\n yield scrapy.Request(url=item['url'], headers={'Referer':'http://www.google.com/'}, callback=self.parse)\n\n\n def parse(self, response):\n filename = response.url.split(\"/\")[-1] + '.html'\n with open('data/reviews/' + filename, 'wb+') as f:\n f.write(response.body)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b9877d896f97460bc5a35787da6277925368bc9f
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from abc import ABC, abstractmethod from .color import Color class LightSystem(ABC): @classmethod def __subclasshook__(cls, subclass): return (hasattr(subclass, 'set_transition_time') and callable(subclass.set_transition_time) and hasattr(subclass, 'discover_lights') and callable(subclass.discover_lights) and hasattr(subclass, 'set_color_all_lights') and callable(subclass.set_color_all_lights)) @abstractmethod def discover_lights(self): """Discover the lights and groups in this LightSystem.""" raise NotImplementedError @abstractmethod def set_transition_time(self, transition_time: int): """Set how long it takes in milliseconds for colors to transition.""" raise NotImplementedError @abstractmethod def set_color(self, color: Color): """Set the color of all the lights in the LightSystem.""" raise NotImplementedError class LightGroup(ABC): @classmethod def __subclasshook__(cls, subclass): return (hasattr(subclass, 'turn_on') and callable(subclass.turn_on) and hasattr(subclass, 'turn_off') and callable(subclass.turn_off) and hasattr(subclass, 'set_transition_time') and callable(subclass.set_transition_time) and hasattr(subclass, 'set_color') and callable(subclass.set_color)) @abstractmethod def turn_on(self): """Turn on the lights in this group.""" raise NotImplementedError @abstractmethod def turn_off(self): """Turn off the lights in this group.""" raise NotImplementedError
|
@abstractmethod def set_transition_time(self, transition_time: int): """Set how long it takes in milliseconds for colors to transition.""" raise NotImplementedError @abstractmethod def set_color(self, color: Color): """Set the color of this light.""" raise NotImplementedError class LightDevice(ABC): @classmethod def __subclasshook__(cls, subclass): return (hasattr(subclass, 'turn_on') and callable(subclass.turn_on) and hasattr(subclass, 'turn_off') and callable(subclass.turn_off) and hasattr(subclass, 'set_transition_time') and callable(subclass.set_transition_time) and hasattr(subclass, 'set_color') and callable(subclass.set_color)) @abstractmethod def turn_on(self): """Turn on this light.""" raise NotImplementedError @abstractmethod def turn_off(self): """Turn off the light.""" raise NotImplementedError @abstractmethod ... [2 more functiondefs truncated] ...
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advanced
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machine_learning
|
code_completion
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Pythoncode:Python
| 12
| 3
| 2,861
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom abc import ABC, abstractmethod\nfrom .color import Color\n\n\nclass LightSystem(ABC):\n @classmethod\n def __subclasshook__(cls, subclass):\n return (hasattr(subclass, 'set_transition_time')\n and callable(subclass.set_transition_time)\n and hasattr(subclass, 'discover_lights')\n and callable(subclass.discover_lights)\n and hasattr(subclass, 'set_color_all_lights')\n and callable(subclass.set_color_all_lights))\n\n @abstractmethod\n def discover_lights(self):\n \"\"\"Discover the lights and groups in this LightSystem.\"\"\"\n raise NotImplementedError\n\n @abstractmethod\n def set_transition_time(self, transition_time: int):\n \"\"\"Set how long it takes in milliseconds for colors to transition.\"\"\"\n raise NotImplementedError\n\n @abstractmethod\n def set_color(self, color: Color):\n \"\"\"Set the color of all the lights in the LightSystem.\"\"\"\n raise NotImplementedError\n\n\nclass LightGroup(ABC):\n @classmethod\n def __subclasshook__(cls, subclass):\n return (hasattr(subclass, 'turn_on')\n and callable(subclass.turn_on)\n and hasattr(subclass, 'turn_off')\n and callable(subclass.turn_off)\n and hasattr(subclass, 'set_transition_time')\n and callable(subclass.set_transition_time)\n and hasattr(subclass, 'set_color')\n and callable(subclass.set_color))\n\n @abstractmethod\n def turn_on(self):\n \"\"\"Turn on the lights in this group.\"\"\"\n raise NotImplementedError\n\n @abstractmethod\n def turn_off(self):\n \"\"\"Turn off the lights in this group.\"\"\"\n raise NotImplementedError"}, {"role": "assistant", "content": "\n @abstractmethod\n def set_transition_time(self, transition_time: int):\n \"\"\"Set how long it takes in milliseconds for colors to transition.\"\"\"\n raise NotImplementedError\n\n @abstractmethod\n def set_color(self, color: Color):\n \"\"\"Set the color of this light.\"\"\"\n raise NotImplementedError\n\n\nclass LightDevice(ABC):\n @classmethod\n def __subclasshook__(cls, subclass):\n return (hasattr(subclass, 'turn_on')\n and callable(subclass.turn_on)\n and hasattr(subclass, 'turn_off')\n and callable(subclass.turn_off)\n and hasattr(subclass, 'set_transition_time')\n and callable(subclass.set_transition_time)\n and hasattr(subclass, 'set_color')\n and callable(subclass.set_color))\n\n @abstractmethod\n def turn_on(self):\n \"\"\"Turn on this light.\"\"\"\n raise NotImplementedError\n\n @abstractmethod\n def turn_off(self):\n \"\"\"Turn off the light.\"\"\"\n raise NotImplementedError\n\n @abstractmethod\n\n ... [2 more functiondefs truncated] ..."}]
| false
| null | null | null |
b9887b38cf06939bc8dd710e9861e2366862482a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import random class Family: def __init__(self,first, last, hair): self.first = first self.last = last self.hair = hair def fullname(self): return '{} {}'.format(self.first,self.last) def eyefind(self): temp = random.choice([1,2]) #using the punnet square in genetics we know thatt a donor #with blue eyes and one with brown makes it 50/50 odds #that the childs eyes will be brown or blue if (temp == 1): self.EYES = ("Brown") else: self.EYES = ("Blue") return self.EYES def Apply_eyes(self): self.eyes = self.EYES
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Block at line 3 has no indented body Fix: Complete the truncated code structure
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advanced
|
database
|
error_detection
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Pythoncode:Python
| 4
| 2
| 656
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport random\n\nclass Family:\n\n def __init__(self,first, last, hair):\n self.first = first\n self.last = last\n self.hair = hair\n\n\n def fullname(self):\n return '{} {}'.format(self.first,self.last)\n\n\n def eyefind(self):\n temp = random.choice([1,2])\n #using the punnet square in genetics we know thatt a donor\n #with blue eyes and one with brown makes it 50/50 odds\n #that the childs eyes will be brown or blue\n if (temp == 1):\n self.EYES = (\"Brown\")\n else:\n self.EYES = (\"Blue\")\n return self.EYES\n\n def Apply_eyes(self):\n self.eyes = self.EYES"}, {"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 Block at line 3 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b98b6f0b6e5f35ef44fd272ec1f3a99b4d72acf0
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: """ homeassistant.components.device_tracker.owntracks ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ OwnTracks platform for the device tracker. For more details about this platform, please refer to the documentation at https://home-assistant.io/components/device_tracker.owntracks/ """ import json import logging import homeassistant.components.mqtt as mqtt DEPENDENCIES = ['mqtt'] LOCATION_TOPIC = 'owntracks/+/+' def setup_scanner(hass, config, see): """ Set up a OwnTracksks tracker. """ def owntracks_location_update(topic, payload, qos): """ MQTT message received. """ # Docs on available data: # http://owntracks.org/booklet/tech/json/#_typelocation try: data = json.loads(payload) except ValueError: # If invalid JSON logging.getLogger(__name__).error( 'Unable to parse payload as JSON: %s', payload) return if not isinstance(data, dict) or data.get('_type') != 'location': return parts = topic.split('/') kwargs = { 'dev_id': '{}_{}'.format(parts[1 + 1], parts[2]), 'host_name': parts[1], 'gps': (data['lat'], data['lon']), } if 'acc' in data: kwargs['gps_accuracy'] = data['acc'] if 'batt' in data: kwargs['battery'] = data['batt'] see(**kwargs) mqtt.subscribe(hass, LOCATION_TOPIC, owntracks_location_update, 1) return True
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 40 Buggy code: 'dev_id': '{}_{}'.format(parts[1 + 1], parts[2]), Should be: 'dev_id': '{}_{}'.format(parts[1], parts[2]), Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
intermediate
|
api
|
logical_errors
|
Pythoncode:Python
| 2
| 0
| 1,498
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n\"\"\"\nhomeassistant.components.device_tracker.owntracks\n~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\nOwnTracks platform for the device tracker.\n\nFor more details about this platform, please refer to the documentation at\nhttps://home-assistant.io/components/device_tracker.owntracks/\n\"\"\"\nimport json\nimport logging\n\nimport homeassistant.components.mqtt as mqtt\n\nDEPENDENCIES = ['mqtt']\n\nLOCATION_TOPIC = 'owntracks/+/+'\n\n\ndef setup_scanner(hass, config, see):\n \"\"\" Set up a OwnTracksks tracker. \"\"\"\n\n def owntracks_location_update(topic, payload, qos):\n \"\"\" MQTT message received. \"\"\"\n\n # Docs on available data:\n # http://owntracks.org/booklet/tech/json/#_typelocation\n try:\n data = json.loads(payload)\n except ValueError:\n # If invalid JSON\n logging.getLogger(__name__).error(\n 'Unable to parse payload as JSON: %s', payload)\n return\n\n if not isinstance(data, dict) or data.get('_type') != 'location':\n return\n\n parts = topic.split('/')\n kwargs = {\n 'dev_id': '{}_{}'.format(parts[1 + 1], parts[2]),\n 'host_name': parts[1],\n 'gps': (data['lat'], data['lon']),\n }\n if 'acc' in data:\n kwargs['gps_accuracy'] = data['acc']\n if 'batt' in data:\n kwargs['battery'] = data['batt']\n\n see(**kwargs)\n\n mqtt.subscribe(hass, LOCATION_TOPIC, owntracks_location_update, 1)\n\n return True"}, {"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 40\n\n Buggy code:\n 'dev_id': '{}_{}'.format(parts[1 + 1], parts[2]),\n\n Should be:\n 'dev_id': '{}_{}'.format(parts[1], parts[2]),\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
|
b98c3a1636cff18e5244db1f52b8e6e89e2c99b5
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python # -*- coding:utf-8 -*- # Created by Roger on 2019-09-10 # Mostly by AllenNLP import logging import math from typing import Any, Dict, List, Optional, Tuple import torch import torch.nn.functional as F from allennlp.data import Vocabulary from allennlp.models.model import Model from allennlp.modules import FeedForward, Pruner from allennlp.modules import Seq2SeqEncoder, TimeDistributed, Text Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python # -*- coding:utf-8 -*- # Created by Roger on 2019-09-10 # Mostly by AllenNLP import logging import math from typing import Any, Dict, List, Optional, Tuple import torch import torch.nn.functional as F from allennlp.data import Vocabulary from allennlp.models.model import Model from allennlp.modules import FeedForward, Pruner from allennlp.modules import Seq2SeqEncoder, TimeDistributed, TextFieldEmbedder from allennlp.modules.seq2seq_encoders import IntraSentenceAttentionEncoder from allennlp.modules.similarity_functions import DotProductSimilarity from allennlp.modules.span_extractors import SelfAttentiveSpanExtractor, EndpointSpanExtractor from allennlp.modules.token_embedders import Embedding from allennlp.nn import util, InitializerApplicator, RegularizerApplicator Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 418
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding:utf-8 -*- \n# Created by Roger on 2019-09-10\n# Mostly by AllenNLP\n\nimport logging\nimport math\nfrom typing import Any, Dict, List, Optional, Tuple\n\nimport torch\nimport torch.nn.functional as F\nfrom allennlp.data import Vocabulary\nfrom allennlp.models.model import Model\nfrom allennlp.modules import FeedForward, Pruner\nfrom allennlp.modules import Seq2SeqEncoder, TimeDistributed, Text\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n# -*- coding:utf-8 -*- \n# Created by Roger on 2019-09-10\n# Mostly by AllenNLP\n\nimport logging\nimport math\nfrom typing import Any, Dict, List, Optional, Tuple\n\nimport torch\nimport torch.nn.functional as F\nfrom allennlp.data import Vocabulary\nfrom allennlp.models.model import Model\nfrom allennlp.modules import FeedForward, Pruner\nfrom allennlp.modules import Seq2SeqEncoder, TimeDistributed, TextFieldEmbedder\nfrom allennlp.modules.seq2seq_encoders import IntraSentenceAttentionEncoder\nfrom allennlp.modules.similarity_functions import DotProductSimilarity\nfrom allennlp.modules.span_extractors import SelfAttentiveSpanExtractor, EndpointSpanExtractor\nfrom allennlp.modules.token_embedders import Embedding\nfrom allennlp.nn import util, InitializerApplicator, RegularizerApplicator\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b98c6a6e2a07073f4614093d6ae5d6469afd6835
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ Given 3 bottles of capacities 3, 5, and 9 liters, count number of all possible solutions to get 7 liters """ current_path = [[0, 0, 0]] CAPACITIES = (3, 5, 9) solutions_count = 0 def move_to_new_state(current_state): global solutions_count, current_path if 7 in current_state: solutions_count += 1 else: # Empty bottle for i in range(3): if current_state[i] != 0: new_state = list(current_state) new_state[i] = 0 if new_state not in current_path: current_path.append(new_state) move_to_new_state(new_state) current_path.pop() # Fill bottle for i in range(3): if current_state[i] != CAPACITIES[i]: new_state = list(current_state) new_state[i] = CAPACITIES[i] if new_state not in current_path: current_path.append(new_state) move_to_new_state(new_state) current_path.pop() # Pour from one bottle to another for i in range(3): for j in range(3): if i != j and current_state[i] != 0 and current_state[j] != CAPACITIES[j]: new_state = list(current_state) liters_change = min(CAPACITIES[j] - current_state[j], current_state[i]) new_state[j] += liters_change new_state[i] -= liters_change if new_state not in current_path: current_path.append(new_state) move_to_new_state(new_state) current_path.pop() if __name__ == "__main__": try: current_state = [0, 0, 0] move_to_new_state(current_state) print(solutions_count) except KeyboardInterrupt: print(solutions_count) # Result: at least 44900799 solution
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 ⚠️ Warnings: Unexpected indentation at line 2 Unexpected indentation at line 3 Unexpected indentation at line 12 Unexpected indentation at line 14 💡 Suggestions: Add closing quote at line 1 Remove debug print() at line 50 before production Remove debug print() at line 52 before production
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 1
| 0
| 1,964
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\n Given 3 bottles of capacities 3, 5, and 9 liters, \n count number of all possible solutions to get 7 liters\n\"\"\"\n\ncurrent_path = [[0, 0, 0]]\nCAPACITIES = (3, 5, 9)\nsolutions_count = 0\n\ndef move_to_new_state(current_state):\n global solutions_count, current_path\n if 7 in current_state:\n solutions_count += 1\n else:\n # Empty bottle\n for i in range(3):\n if current_state[i] != 0:\n new_state = list(current_state)\n new_state[i] = 0\n if new_state not in current_path:\n current_path.append(new_state)\n move_to_new_state(new_state)\n current_path.pop()\n # Fill bottle\n for i in range(3):\n if current_state[i] != CAPACITIES[i]:\n new_state = list(current_state)\n new_state[i] = CAPACITIES[i]\n if new_state not in current_path:\n current_path.append(new_state)\n move_to_new_state(new_state)\n current_path.pop()\n # Pour from one bottle to another\n for i in range(3):\n for j in range(3):\n if i != j and current_state[i] != 0 and current_state[j] != CAPACITIES[j]:\n new_state = list(current_state)\n liters_change = min(CAPACITIES[j] - current_state[j], current_state[i])\n new_state[j] += liters_change\n new_state[i] -= liters_change\n if new_state not in current_path:\n current_path.append(new_state)\n move_to_new_state(new_state)\n current_path.pop()\n\nif __name__ == \"__main__\":\n try:\n current_state = [0, 0, 0]\n move_to_new_state(current_state)\n print(solutions_count)\n except KeyboardInterrupt:\n print(solutions_count)\n \n# Result: at least 44900799 solution"}, {"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 2\n Unexpected indentation at line 3\n Unexpected indentation at line 12\n Unexpected indentation at line 14\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1\n Remove debug print() at line 50 before production\n Remove debug print() at line 52 before production"}]
| false
| null | null | null |
b98ccbb0c859fdccad6b30924e5845122d497aa5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2019 Extreme Networks, Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from __future__ import absolute_import import os import six from st2common import log as logging from st2common.constants.meta import ALLOWED_EXTS from st2common.constants.pack import DEFAULT_PACK_NAME from st2common.bootstrap.base import ResourceRegistrar from st2common.models.api.rule import RuleAPI from st2common.models.system.common import ResourceReference from st2common.persistence.rule import Rule from st2common.services.triggers import cleanup_trigger_db_for_rule, increment_trigger_ref_count from st2common.exceptions.db import coditationDBObjectNotFoundError import st2common.content.utils as content_utils class RulesRegistrar(ResourceRegistrar): ALLOWED_EXTENSIONS = ALLOWED_EXTS def register_from_packs(self, base_dirs): """ :return: Number of rules registered. :rtype: ``int`` """ # Register packs first self.register_packs(base_dirs=base_dirs) registered_count = 0
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 35 Fix: Complete the truncated code structure
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advanced
|
api
|
error_detection
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Pythoncode:Python
| 1
| 1
| 1,539
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2019 Extreme Networks, Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nfrom __future__ import absolute_import\nimport os\n\nimport six\n\nfrom st2common import log as logging\nfrom st2common.constants.meta import ALLOWED_EXTS\nfrom st2common.constants.pack import DEFAULT_PACK_NAME\nfrom st2common.bootstrap.base import ResourceRegistrar\nfrom st2common.models.api.rule import RuleAPI\nfrom st2common.models.system.common import ResourceReference\nfrom st2common.persistence.rule import Rule\nfrom st2common.services.triggers import cleanup_trigger_db_for_rule, increment_trigger_ref_count\nfrom st2common.exceptions.db import coditationDBObjectNotFoundError\nimport st2common.content.utils as content_utils\n\nclass RulesRegistrar(ResourceRegistrar):\n ALLOWED_EXTENSIONS = ALLOWED_EXTS\n\n def register_from_packs(self, base_dirs):\n \"\"\"\n :return: Number of rules registered.\n :rtype: ``int``\n \"\"\"\n # Register packs first\n self.register_packs(base_dirs=base_dirs)\n\n registered_count = 0"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 35\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b98d02f62eca1818cb1fb297d1c8644dd35ff288
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # coding=utf-8 # -------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for license information. # Code generated by Microsoft (R) AutoRest Code Generator. # Changes may cause incorrect behavior and will be lost if the code is regenerated. # -------------------------------------------------------------------------- import datetime from typing import Dict, List, Optional, Union from azure.core.exceptions import HttpResponseError import msrest.serialization from ._cost_management_client_enums import * class Resource(msrest.serialization.Model): """The Resource model definition. Variables are only populated by the server, and will be ignored when sending a request. :ivar id: Resource Id. :vartype id: str :ivar name: Resource name. :vartype name: str :ivar type: Resource type. :vartype type: str :ivar tags: A set of tags. Resource tags. :vartype tags: dict[str, str] """ _validation = { 'id': {'readonly': True}, 'name': {'readonly': True}, # Complete this line 'tags': {'readonly': True}, } _attribute_map = { 'id': {'key': 'id', 'type': 'str'}, 'name': {'key': 'name', 'type': 'str'}, 'type': {'key': 'type', 'type': 'str'}, 'tags': {'key': 'tags', 'type': '{str}'}, } def __init__( self, **kwargs ): super(Resource, self).__init__(**kwargs) self.id = None self.name = None self.type = None self.tags = None ... [108 more classdefs truncated] ...
|
The missing line is: 'type': {'readonly': True},
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 1,721
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# coding=utf-8\n# --------------------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License. See License.txt in the project root for license information.\n# Code generated by Microsoft (R) AutoRest Code Generator.\n# Changes may cause incorrect behavior and will be lost if the code is regenerated.\n# --------------------------------------------------------------------------\n\nimport datetime\nfrom typing import Dict, List, Optional, Union\n\nfrom azure.core.exceptions import HttpResponseError\nimport msrest.serialization\n\nfrom ._cost_management_client_enums import *\n\n\nclass Resource(msrest.serialization.Model):\n \"\"\"The Resource model definition.\n\n Variables are only populated by the server, and will be ignored when sending a request.\n\n :ivar id: Resource Id.\n :vartype id: str\n :ivar name: Resource name.\n :vartype name: str\n :ivar type: Resource type.\n :vartype type: str\n :ivar tags: A set of tags. Resource tags.\n :vartype tags: dict[str, str]\n \"\"\"\n\n _validation = {\n 'id': {'readonly': True},\n 'name': {'readonly': True},\n # Complete this line\n 'tags': {'readonly': True},\n }\n\n _attribute_map = {\n 'id': {'key': 'id', 'type': 'str'},\n 'name': {'key': 'name', 'type': 'str'},\n 'type': {'key': 'type', 'type': 'str'},\n 'tags': {'key': 'tags', 'type': '{str}'},\n }\n\n def __init__(\n self,\n **kwargs\n ):\n super(Resource, self).__init__(**kwargs)\n self.id = None\n self.name = None\n self.type = None\n self.tags = None\n\n\n\n ... [108 more classdefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n 'type': {'readonly': True},"}]
| false
| null | null | null |
b9912797a8155d6800745fe804b93206d95de8ac
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- def test_roundtrip_compression_with_files(simple_compressed_file): """ Roundtripping data through the compressor works correctly. """ with open(simple_compressed_file[0], 'rb') as f: uncompressed_data = f.read() assert brotli.decompress( brotli.compress(uncompressed_data) ) == uncompressed_data @given( chunk_size=integers(min_value=1, max_value=2**12), mode=sampled_from(list(brotli.BrotliEncoderMode)), quality=integers(min_value=0, max_value=11), lgwin=integers(min_value=10, max_value=24), lgblock=one_of( integers(min_value=0, max_value=0), integers(min_value=16, max_value=24) ), ) def test_streaming_compression(one_compressed_file, chunk_size, mode, quality, lgwin, lgblock): """ Confirm that the streaming compressor works as expected. """ compressed_chunks = [] c = brotli.Compressor( mode=mode, quality=quality, lgwin=lgwin, lgblock=lgblock ) with open(one_compressed_file, 'rb') as f: while True: next_data = f.read(chunk_size) if not next_data: break compressed_chunks.append(c.compress(next_data)) compressed_chunks.append(c.finish()) decompressed = brotli.decompress(b''.join(compressed_chunks)) with open(one_compressed_file, 'rb') as f: assert decompressed == f.read() @given( chunk_size=integers(min_value=1, max_value=2**12), mode=sampled_from(list(brotli.BrotliEncoderMode)), quality=integers(min_value=0, max_value=11), lgwin=integers(min_value=10, max_value=24), lgblock=one_of( integers(min_value=0, max_value=0), integers(min_value=16, max_value=24) ), ) def test_streaming_compression_flush(one_compressed_file, chunk_size, mode, quality, lgwin, lgblock): """ Confirm that the streaming compressor works as expected, including flushes after each chunk. """ compressed_chunks = [] c = brotli.Compressor( mode=mode, quality=quality, lgwin=lgwin, lgblock=lgblock ) with open(one_compressed_file, 'rb') as f: while True: next_data = f.read(chunk_size) if not next_data: break compressed_chunks.append(c.compress(next_data)) compressed_chunks.append(c.flush()) compressed_chunks.append(c.finish()) decompressed = brotli.decompress(b''.join(compressed_chunks)) with open(one_compressed_file, 'rb') as f: assert decompressed == f.read() @given(binary()) ... [3 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 3 Invalid syntax at line 92: ... [3 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 40 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 78 Unexpected indentation at line 82 Unexpected indentation at line 85 Unexpected indentation at line 86 ✨ Improvements: Complete the expression on the last line Add closing quote at line 3 Review syntax near the error location
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 3
| 0
| 2,963
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef test_roundtrip_compression_with_files(simple_compressed_file):\n \"\"\"\n Roundtripping data through the compressor works correctly.\n \"\"\"\n with open(simple_compressed_file[0], 'rb') as f:\n uncompressed_data = f.read()\n\n assert brotli.decompress(\n brotli.compress(uncompressed_data)\n ) == uncompressed_data\n\n\n@given(\n chunk_size=integers(min_value=1, max_value=2**12),\n mode=sampled_from(list(brotli.BrotliEncoderMode)),\n quality=integers(min_value=0, max_value=11),\n lgwin=integers(min_value=10, max_value=24),\n lgblock=one_of(\n integers(min_value=0, max_value=0),\n integers(min_value=16, max_value=24)\n ),\n)\ndef test_streaming_compression(one_compressed_file,\n chunk_size,\n mode,\n quality,\n lgwin,\n lgblock):\n \"\"\"\n Confirm that the streaming compressor works as expected.\n \"\"\"\n compressed_chunks = []\n c = brotli.Compressor(\n mode=mode, quality=quality, lgwin=lgwin, lgblock=lgblock\n )\n with open(one_compressed_file, 'rb') as f:\n while True:\n next_data = f.read(chunk_size)\n if not next_data:\n break\n\n compressed_chunks.append(c.compress(next_data))\n\n compressed_chunks.append(c.finish())\n decompressed = brotli.decompress(b''.join(compressed_chunks))\n with open(one_compressed_file, 'rb') as f:\n assert decompressed == f.read()\n\n\n@given(\n chunk_size=integers(min_value=1, max_value=2**12),\n mode=sampled_from(list(brotli.BrotliEncoderMode)),\n quality=integers(min_value=0, max_value=11),\n lgwin=integers(min_value=10, max_value=24),\n lgblock=one_of(\n integers(min_value=0, max_value=0),\n integers(min_value=16, max_value=24)\n ),\n)\ndef test_streaming_compression_flush(one_compressed_file,\n chunk_size,\n mode,\n quality,\n lgwin,\n lgblock):\n \"\"\"\n Confirm that the streaming compressor works as expected, including flushes\n after each chunk.\n \"\"\"\n compressed_chunks = []\n c = brotli.Compressor(\n mode=mode, quality=quality, lgwin=lgwin, lgblock=lgblock\n )\n with open(one_compressed_file, 'rb') as f:\n while True:\n next_data = f.read(chunk_size)\n if not next_data:\n break\n\n compressed_chunks.append(c.compress(next_data))\n compressed_chunks.append(c.flush())\n\n compressed_chunks.append(c.finish())\n decompressed = brotli.decompress(b''.join(compressed_chunks))\n with open(one_compressed_file, 'rb') as f:\n assert decompressed == f.read()\n\n\n@given(binary())\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 3\n Invalid syntax at line 92: ... [3 more functiondefs truncated] ...\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 10\n Unexpected indentation at line 11\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 40\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 78\n Unexpected indentation at line 82\n Unexpected indentation at line 85\n Unexpected indentation at line 86\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 3\n Review syntax near the error location"}]
| false
| null | null | null |
b9921ebf7fdd9b5fb1dd763092a97ae1888e730f
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from decimal import Decimal class Ticker(object): def __init__( self, high: float, low: float, avg: float, vol: float, vol_cur: int, last: float, buy: float, sell: float, updated: int, ): self.high = high self.low = low self.avg = avg self.vol = vol self.vol_cur = vol_cur self.last = last self.buy = buy self.sell = sell self.updated = updated @property def high(self) -> Decimal: return self._high @high.setter def high(self, value: float): self._high = Decimal(value) @property def low(self) -> Decimal: return self._low @low.setter def low(self, value: float): self._low = Decimal(value) @property def avg(self) -> Decimal: return self._avg @avg.setter def avg(self, value: float): self._avg = Decimal(value) @property def vol(self) -> Decimal: return self._vol @vol.setter def vol(self, value: float): self._vol = Decimal(value) Error: SyntaxError / EOF
|
Fixed Code: from decimal import Decimal class Ticker(object): def __init__( self, high: float, low: float, avg: float, vol: float, vol_cur: int, last: float, buy: float, sell: float, updated: int, ): self.high = high self.low = low self.avg = avg self.vol = vol Explanation: Complete the truncated code structure
|
advanced
|
oop
|
error_fixing
|
Pythoncode:Python
| 19
| 1
| 1,172
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom decimal import Decimal\n\n\nclass Ticker(object):\n def __init__(\n self,\n high: float,\n low: float,\n avg: float,\n vol: float,\n vol_cur: int,\n last: float,\n buy: float,\n sell: float,\n updated: int,\n ):\n self.high = high\n self.low = low\n self.avg = avg\n self.vol = vol\n self.vol_cur = vol_cur\n self.last = last\n self.buy = buy\n self.sell = sell\n self.updated = updated\n\n @property\n def high(self) -> Decimal:\n return self._high\n\n @high.setter\n def high(self, value: float):\n self._high = Decimal(value)\n\n @property\n def low(self) -> Decimal:\n return self._low\n\n @low.setter\n def low(self, value: float):\n self._low = Decimal(value)\n\n @property\n def avg(self) -> Decimal:\n return self._avg\n\n @avg.setter\n def avg(self, value: float):\n self._avg = Decimal(value)\n\n @property\n def vol(self) -> Decimal:\n return self._vol\n\n @vol.setter\n def vol(self, value: float):\n self._vol = Decimal(value)\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom decimal import Decimal\n\n\nclass Ticker(object):\n def __init__(\n self,\n high: float,\n low: float,\n avg: float,\n vol: float,\n vol_cur: int,\n last: float,\n buy: float,\n sell: float,\n updated: int,\n ):\n self.high = high\n self.low = low\n self.avg = avg\n self.vol = vol\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b992a4ec960bcf3e39ba5a1bb6a8cd2e68be293e
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from scryptos import * p1 = 32581479300404876772405716877547 p2 = 27038194053540661979045656526063 p3 = 26440615366395242196516853423447 n = p1*p2*p3 e = 3 c = int(open("flag.enc", "rb").read().encode("hex"), 16) # from User's Guide to PARI/GP, nth_root function sqrtnall = 'sqrtnall(x,n)={my(V,r,z,r2);r=sqrtn(x,n,&z);if(!z,error("Impossible case in sqrtn"));if(type(x)=="t_INTMOD"||type(x)=="t_PADIC",r2 = r*z;n=1;while(r2!=r,r2*=z;n++));V=vector(n);V[1]=r;for(i=2,n,V[i]=V[i-1]*z);V}' c1 = eval(parigp([sqrtnall, "Vec(liftall(sqrtnall(Mod(%d, %d), 3)))" % (c, p1)])) c2 = eval(parigp([sqrtnall, "Vec(liftall(sqrtnall(Mod(%d, %d), 3)))" % (c, p2)])) c3 = eval(parigp([sqrtnall, "Vec(liftall(sqrtnall(Mod(%d, %d), 3)))" % (c, p3)])) """ c1 = [6149264605288583791069539134541, 13404203109409336045283549715377, 13028011585706956936052628027629] c2 = [19616973567618515464515107624812] c3 = [13374868592866626517389128266735, 7379361747422713811654086477766, 5686385026105901867473638678946] """ for x in c1: for y in c2: for z in c3: crt = chinese_remainder_theorem([(x, p1), (y, p2), (z, p3)]) d = hex(crt, 2)[2:].decode("hex") if "0ctf" in d: print d[d.find("0ctf"):].strip()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
ui
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 1,216
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom scryptos import *\n\np1 = 32581479300404876772405716877547\np2 = 27038194053540661979045656526063\np3 = 26440615366395242196516853423447\nn = p1*p2*p3\ne = 3\n\nc = int(open(\"flag.enc\", \"rb\").read().encode(\"hex\"), 16)\n\n# from User's Guide to PARI/GP, nth_root function\nsqrtnall = 'sqrtnall(x,n)={my(V,r,z,r2);r=sqrtn(x,n,&z);if(!z,error(\"Impossible case in sqrtn\"));if(type(x)==\"t_INTMOD\"||type(x)==\"t_PADIC\",r2 = r*z;n=1;while(r2!=r,r2*=z;n++));V=vector(n);V[1]=r;for(i=2,n,V[i]=V[i-1]*z);V}'\n\nc1 = eval(parigp([sqrtnall, \"Vec(liftall(sqrtnall(Mod(%d, %d), 3)))\" % (c, p1)]))\nc2 = eval(parigp([sqrtnall, \"Vec(liftall(sqrtnall(Mod(%d, %d), 3)))\" % (c, p2)]))\nc3 = eval(parigp([sqrtnall, \"Vec(liftall(sqrtnall(Mod(%d, %d), 3)))\" % (c, p3)]))\n\n\"\"\"\nc1 = [6149264605288583791069539134541, 13404203109409336045283549715377, 13028011585706956936052628027629]\nc2 = [19616973567618515464515107624812]\nc3 = [13374868592866626517389128266735, 7379361747422713811654086477766, 5686385026105901867473638678946]\n\"\"\"\n\nfor x in c1:\n for y in c2:\n for z in c3:\n crt = chinese_remainder_theorem([(x, p1), (y, p2), (z, p3)])\n d = hex(crt, 2)[2:].decode(\"hex\")\n if \"0ctf\" in d:\n print d[d.find(\"0ctf\"):].strip()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b99506d26f9716e398b3a3724d393185a9900942
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.11 on 2018-03-29 06:43 from __future__ import unicode_literals from django.conf import settings from django.db import migrations, models import django.db.models.deletion import musa.models class Migration(migrations.Migration): initial = True dependencies = [ migrations.swappable_dependency(settings.AUTH_USER_MODEL), ] operations = [ migrations.CreateModel( name='MusicCollection', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('title', models.CharField(blank=True, max_length=70, null=True)), ('document', models.FileField(upload_to=musa.models.get_upload_path)), ('uploaded_at', models.DateTimeField(auto_now_add=True, null=True)), ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)), ], ), migrations.CreateModel( name='UserProfile', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('fullname', models.CharField(blank=True, max_length=70)), ('favourite_music', models.CharField(blank=True, max_length=70)), ('about', models.TextField(blank=True, max_length=300)), ('picture', models.ImageField(default='/profile_images/avatar.jpeg', upload_to='profile_images')), ('user', models.OneToOneField(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)), ], ), ]
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 0
| 1
| 1,717
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.11 on 2018-03-29 06:43\nfrom __future__ import unicode_literals\n\nfrom django.conf import settings\nfrom django.db import migrations, models\nimport django.db.models.deletion\nimport musa.models\n\n\nclass Migration(migrations.Migration):\n\n initial = True\n\n dependencies = [\n migrations.swappable_dependency(settings.AUTH_USER_MODEL),\n ]\n\n operations = [\n migrations.CreateModel(\n name='MusicCollection',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('title', models.CharField(blank=True, max_length=70, null=True)),\n ('document', models.FileField(upload_to=musa.models.get_upload_path)),\n ('uploaded_at', models.DateTimeField(auto_now_add=True, null=True)),\n ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),\n ],\n ),\n migrations.CreateModel(\n name='UserProfile',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('fullname', models.CharField(blank=True, max_length=70)),\n ('favourite_music', models.CharField(blank=True, max_length=70)),\n ('about', models.TextField(blank=True, max_length=300)),\n ('picture', models.ImageField(default='/profile_images/avatar.jpeg', upload_to='profile_images')),\n ('user', models.OneToOneField(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),\n ],\n ),\n ]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b9954284c404c9a5aed225965d5006c8735af349
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright 2021, Kay Hayen, mailto:kay.hayen@gmail.com # # Part of "Nuitka", an optimizing Python compiler that is compatible and # integrates with CPython, but also works on its own. # # 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 generateLoopBreakCode(statement, emit, context): # Functions used for generation all accept statement, but this one does # not use it. pylint: disable=unused-argument getExceptionUnpublishedReleaseCode(emit, context) break_target = context.getLoopBreakTarget() getGotoCode(break_target, emit) def generateLoopContinueCode(statement, emit, context): # Functions used for generation all accept statement, but this one does # not use it. pylint: disable=unused-argument getExceptionUnpublishedReleaseCode(emit, context) continue_target = context.getLoopContinueTarget() getGotoCode(continue_target, emit) def generateLoopCode(statement, emit, context): loop_start_label = context.allocateLabel("loop_start") if not statement.isStatementAborting(): loop_end_label = context.allocateLabel("loop_end") else: loop_end_label = None getLabelCode(loop_start_label, emit) old_loop_break = context.setLoopBreakTarget(loop_end_label) old_loop_continue = context.setLoopContinueTarget(loop_start_label) generateStatementSequenceCode( statement_sequence=statement.subnode_loop_body, allow_none=True, emit=emit, context=context, ) context.setLoopBreakTarget(old_loop_break) context.setLoopContinueTarget(old_loop_continue) # Note: We are using the wrong line here, but it's an exception, it's unclear what line it would be anyway. old_source_ref = context.setCurrentSourceCodeReference( statement.getSourceReference() ) getErrorExitBoolCode( condition="CONSIDER_THREADING() == false", emit=emit, context=context ) context.setCurrentSourceCodeReference(old_source_ref) getGotoCode(loop_start_label, emit) if loop_end_label is not None: getLabelCode(loop_end_label, emit)
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Code Review: ⚠️ Code quality: Unexpected indentation at line 20 Unexpected indentation at line 25 Unexpected indentation at line 30 Unexpected indentation at line 35 Unexpected indentation at line 43 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 59 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 67 Unexpected indentation at line 68 ✨ Improvements: Add docstring to function 'generateLoopCode'
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intermediate
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testing
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code_review
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Pythoncode:Python
| 3
| 0
| 2,640
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2021, Kay Hayen, mailto:kay.hayen@gmail.com\n#\n# Part of \"Nuitka\", an optimizing Python compiler that is compatible and\n# integrates with CPython, but also works on its own.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\ndef generateLoopBreakCode(statement, emit, context):\n # Functions used for generation all accept statement, but this one does\n # not use it. pylint: disable=unused-argument\n\n getExceptionUnpublishedReleaseCode(emit, context)\n\n break_target = context.getLoopBreakTarget()\n getGotoCode(break_target, emit)\n\n\ndef generateLoopContinueCode(statement, emit, context):\n # Functions used for generation all accept statement, but this one does\n # not use it. pylint: disable=unused-argument\n\n getExceptionUnpublishedReleaseCode(emit, context)\n\n continue_target = context.getLoopContinueTarget()\n getGotoCode(continue_target, emit)\n\n\ndef generateLoopCode(statement, emit, context):\n loop_start_label = context.allocateLabel(\"loop_start\")\n\n if not statement.isStatementAborting():\n loop_end_label = context.allocateLabel(\"loop_end\")\n else:\n loop_end_label = None\n\n getLabelCode(loop_start_label, emit)\n\n old_loop_break = context.setLoopBreakTarget(loop_end_label)\n old_loop_continue = context.setLoopContinueTarget(loop_start_label)\n\n generateStatementSequenceCode(\n statement_sequence=statement.subnode_loop_body,\n allow_none=True,\n emit=emit,\n context=context,\n )\n\n context.setLoopBreakTarget(old_loop_break)\n context.setLoopContinueTarget(old_loop_continue)\n\n # Note: We are using the wrong line here, but it's an exception, it's unclear what line it would be anyway.\n old_source_ref = context.setCurrentSourceCodeReference(\n statement.getSourceReference()\n )\n\n getErrorExitBoolCode(\n condition=\"CONSIDER_THREADING() == false\", emit=emit, context=context\n )\n\n context.setCurrentSourceCodeReference(old_source_ref)\n\n getGotoCode(loop_start_label, emit)\n\n if loop_end_label is not None:\n getLabelCode(loop_end_label, emit)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 20\n Unexpected indentation at line 25\n Unexpected indentation at line 30\n Unexpected indentation at line 35\n Unexpected indentation at line 43\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 59\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n\n\u2728 Improvements:\n Add docstring to function 'generateLoopCode'"}]
| false
| null | null | null |
b9957182927ee0480e35dd837a4d9ee2d8587462
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import math from sys import exit # итак, n - приблизительное число элементов в массиве, P - вероятность ложноположительного ответа, тогда размер # структуры m = -(nlog2P) / ln2 (2 - основание), количество хеш-функций будет равно -log2P # хеш-функции используются вида: (((i + 1)*x + p(i+1)) mod M) mod m,где - x - ключ, i - номер хэш-функции, # pi - i-тое по счету простое число, а M - 31ое число Мерсенна, M = 2^31 - 1, M = 2 147 483 647, M - простое число. # При подсчёте хеш-функций необходимо знать первые k простых чисел. Посчитаем их один раз в конструкторе BloomFilter # и будем хранить в структуре данных. # Также нам необходимо создать битовый массив размера m, однако по умолчанию в питоне битовый массив отсутствует, # поэтому будем использовать байтовый массив. Реализуем для удобства отдельную СД, из методов необходимо: изменить # указанный бит на 1, проверить является ли указанный бит 1 и напечатать (вернуть) сам массив class BitArray: def __init__(self, size): self.__array = bytearray(int(math.ceil(size / 8))) self.__size = size def add_bit(self, i): # i-тый бит содержится в i//8 байте на i % 8 месте self.__array[i // 8] |= 2 ** (7 - (i % 8)) def check_bit(self, i): if (self.__array[i // 8] & (2 ** (7 - (i % 8)))) == 0: return False else: return True def print(self): array_str = "" for byte in self.__array: _line = str(bin(byte))[2:] if len(_line) != 8: _line = '0' * (8 - len(_line)) + _line array_str += _line return array_str[:self.__size] class BloomFilter: def __init__(self, n: int, p: float): self.size = int(-round(n * math.log2(p) / math.log(2))) self.hash_numbers = int(-round(math.log2(p))) self.__prime_numbers = list() self.__get_prime(self.hash_numbers + 1) self.__bitarray = BitArray(self.size) def __get_prime(self, prime_size): # обычный проход по всем числам и их проверка на простоту - сложно по времени # немного упростим: во-первых будем идти с интервалом 2, начиная от 3, а после новое число проверять на # делимость на уже найденные простые числа (кроме двойки, мы же рассматриваем нечётные) if prime_size == 1: self.__prime_numbers.append(2) return self.__prime_numbers.append(2) i = 3 while len(self.__prime_numbers) < prime_size: j = 1 prime_flag = True while j < len(self.__prime_numbers): if (i % self.__prime_numbers[j]) == 0: prime_flag = False break j += 1 if prime_flag: self.__prime_numbers.append(i) i += 2 ... [4 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
oop
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refactoring
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Pythoncode:Python
| 6
| 2
| 2,864
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport math\nfrom sys import exit\n\n# \u0438\u0442\u0430\u043a, n - \u043f\u0440\u0438\u0431\u043b\u0438\u0437\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0435 \u0447\u0438\u0441\u043b\u043e \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u043e\u0432 \u0432 \u043c\u0430\u0441\u0441\u0438\u0432\u0435, P - \u0432\u0435\u0440\u043e\u044f\u0442\u043d\u043e\u0441\u0442\u044c \u043b\u043e\u0436\u043d\u043e\u043f\u043e\u043b\u043e\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u043e\u0442\u0432\u0435\u0442\u0430, \u0442\u043e\u0433\u0434\u0430 \u0440\u0430\u0437\u043c\u0435\u0440\n# \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b m = -(nlog2P) / ln2 (2 - \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u0438\u0435), \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0445\u0435\u0448-\u0444\u0443\u043d\u043a\u0446\u0438\u0439 \u0431\u0443\u0434\u0435\u0442 \u0440\u0430\u0432\u043d\u043e -log2P\n# \u0445\u0435\u0448-\u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0432\u0438\u0434\u0430: (((i + 1)*x + p(i+1)) mod M) mod m,\u0433\u0434\u0435 - x - \u043a\u043b\u044e\u0447, i - \u043d\u043e\u043c\u0435\u0440 \u0445\u044d\u0448-\u0444\u0443\u043d\u043a\u0446\u0438\u0438,\n# pi - i-\u0442\u043e\u0435 \u043f\u043e \u0441\u0447\u0435\u0442\u0443 \u043f\u0440\u043e\u0441\u0442\u043e\u0435 \u0447\u0438\u0441\u043b\u043e, \u0430 M - 31\u043e\u0435 \u0447\u0438\u0441\u043b\u043e \u041c\u0435\u0440\u0441\u0435\u043d\u043d\u0430, M = 2^31 - 1, M = 2 147 483 647, M - \u043f\u0440\u043e\u0441\u0442\u043e\u0435 \u0447\u0438\u0441\u043b\u043e.\n\n# \u041f\u0440\u0438 \u043f\u043e\u0434\u0441\u0447\u0451\u0442\u0435 \u0445\u0435\u0448-\u0444\u0443\u043d\u043a\u0446\u0438\u0439 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0437\u043d\u0430\u0442\u044c \u043f\u0435\u0440\u0432\u044b\u0435 k \u043f\u0440\u043e\u0441\u0442\u044b\u0445 \u0447\u0438\u0441\u0435\u043b. \u041f\u043e\u0441\u0447\u0438\u0442\u0430\u0435\u043c \u0438\u0445 \u043e\u0434\u0438\u043d \u0440\u0430\u0437 \u0432 \u043a\u043e\u043d\u0441\u0442\u0440\u0443\u043a\u0442\u043e\u0440\u0435 BloomFilter\n# \u0438 \u0431\u0443\u0434\u0435\u043c \u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0432 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0435 \u0434\u0430\u043d\u043d\u044b\u0445.\n# \u0422\u0430\u043a\u0436\u0435 \u043d\u0430\u043c \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0431\u0438\u0442\u043e\u0432\u044b\u0439 \u043c\u0430\u0441\u0441\u0438\u0432 \u0440\u0430\u0437\u043c\u0435\u0440\u0430 m, \u043e\u0434\u043d\u0430\u043a\u043e \u043f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e \u0432 \u043f\u0438\u0442\u043e\u043d\u0435 \u0431\u0438\u0442\u043e\u0432\u044b\u0439 \u043c\u0430\u0441\u0441\u0438\u0432 \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u0435\u0442,\n# \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0431\u0443\u0434\u0435\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0431\u0430\u0439\u0442\u043e\u0432\u044b\u0439 \u043c\u0430\u0441\u0441\u0438\u0432. \u0420\u0435\u0430\u043b\u0438\u0437\u0443\u0435\u043c \u0434\u043b\u044f \u0443\u0434\u043e\u0431\u0441\u0442\u0432\u0430 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u0443\u044e \u0421\u0414, \u0438\u0437 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e: \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c\n# \u0443\u043a\u0430\u0437\u0430\u043d\u043d\u044b\u0439 \u0431\u0438\u0442 \u043d\u0430 1, \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043b\u0438 \u0443\u043a\u0430\u0437\u0430\u043d\u043d\u044b\u0439 \u0431\u0438\u0442 1 \u0438 \u043d\u0430\u043f\u0435\u0447\u0430\u0442\u0430\u0442\u044c (\u0432\u0435\u0440\u043d\u0443\u0442\u044c) \u0441\u0430\u043c \u043c\u0430\u0441\u0441\u0438\u0432\n\nclass BitArray:\n def __init__(self, size):\n self.__array = bytearray(int(math.ceil(size / 8)))\n self.__size = size\n\n def add_bit(self, i):\n # i-\u0442\u044b\u0439 \u0431\u0438\u0442 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442\u0441\u044f \u0432 i//8 \u0431\u0430\u0439\u0442\u0435 \u043d\u0430 i % 8 \u043c\u0435\u0441\u0442\u0435\n self.__array[i // 8] |= 2 ** (7 - (i % 8))\n\n def check_bit(self, i):\n if (self.__array[i // 8] & (2 ** (7 - (i % 8)))) == 0:\n return False\n else:\n return True\n\n def print(self):\n array_str = \"\"\n for byte in self.__array:\n _line = str(bin(byte))[2:]\n if len(_line) != 8:\n _line = '0' * (8 - len(_line)) + _line\n array_str += _line\n return array_str[:self.__size]\n\n\nclass BloomFilter:\n def __init__(self, n: int, p: float):\n self.size = int(-round(n * math.log2(p) / math.log(2)))\n self.hash_numbers = int(-round(math.log2(p)))\n self.__prime_numbers = list()\n self.__get_prime(self.hash_numbers + 1)\n self.__bitarray = BitArray(self.size)\n\n def __get_prime(self, prime_size):\n # \u043e\u0431\u044b\u0447\u043d\u044b\u0439 \u043f\u0440\u043e\u0445\u043e\u0434 \u043f\u043e \u0432\u0441\u0435\u043c \u0447\u0438\u0441\u043b\u0430\u043c \u0438 \u0438\u0445 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u043d\u0430 \u043f\u0440\u043e\u0441\u0442\u043e\u0442\u0443 - \u0441\u043b\u043e\u0436\u043d\u043e \u043f\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438\n # \u043d\u0435\u043c\u043d\u043e\u0433\u043e \u0443\u043f\u0440\u043e\u0441\u0442\u0438\u043c: \u0432\u043e-\u043f\u0435\u0440\u0432\u044b\u0445 \u0431\u0443\u0434\u0435\u043c \u0438\u0434\u0442\u0438 \u0441 \u0438\u043d\u0442\u0435\u0440\u0432\u0430\u043b\u043e\u043c 2, \u043d\u0430\u0447\u0438\u043d\u0430\u044f \u043e\u0442 3, \u0430 \u043f\u043e\u0441\u043b\u0435 \u043d\u043e\u0432\u043e\u0435 \u0447\u0438\u0441\u043b\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0442\u044c \u043d\u0430\n # \u0434\u0435\u043b\u0438\u043c\u043e\u0441\u0442\u044c \u043d\u0430 \u0443\u0436\u0435 \u043d\u0430\u0439\u0434\u0435\u043d\u043d\u044b\u0435 \u043f\u0440\u043e\u0441\u0442\u044b\u0435 \u0447\u0438\u0441\u043b\u0430 (\u043a\u0440\u043e\u043c\u0435 \u0434\u0432\u043e\u0439\u043a\u0438, \u043c\u044b \u0436\u0435 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0435\u043c \u043d\u0435\u0447\u0451\u0442\u043d\u044b\u0435)\n if prime_size == 1:\n self.__prime_numbers.append(2)\n return\n self.__prime_numbers.append(2)\n i = 3\n while len(self.__prime_numbers) < prime_size:\n j = 1\n prime_flag = True\n while j < len(self.__prime_numbers):\n if (i % self.__prime_numbers[j]) == 0:\n prime_flag = False\n break\n j += 1\n if prime_flag:\n self.__prime_numbers.append(i)\n i += 2\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b995831c9a98c5b05882c5bbcc4b241cd51503bd
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: """A test that subscribes to NumPy arrays. Uses REQ/REP (on PUB/SUB socket + 1) to synchronize """ #----------------------------------------------------------------------------- # Copyright (c) 2010 Brian Granger # # Distributed under the terms of the New BSD License. The full license is in # the file COPYING.BSD, distributed as part of this software. #----------------------------------------------------------------------------- import sys import time import zmq import numpy def sync(connect_to): # use connect socket + 1 sync_with = ':'.join(connect_to.split(':')[:-1] + [str(int(connect_to.split(':')[-1]) + 1)] ) ctx = zmq.Context.instance() s = ctx.socket(zmq.REQ s.connect(sync_with) s.send('READY') s.recv() def main(): if len (sys.argv) != 3: print 'usage: subscriber <connect_to> <array-count>' sys.exit (1) try: connect_to = sys.argv[1] array_count = int (sys.argv[2]) except (ValueError, OverflowError), e: print 'array-count must be integers' sys.exit (1) ctx = zmq.Context() s = ctx.socket(zmq.SUB) s.connect(connect_to) s.setsockopt(zmq.SUBSCRIBE,'') sync(connect_to) start = time.clock() print "Receiving arrays..." for i in range(array_count): a = s.recv_pyobj() print " Done." end = time.clock() elapsed = (end - start) * 1000000 if elapsed == 0: elapsed = 1 throughput = (1000000.0 * float (array_count)) / float (elapsed) message_size = a.nbytes megabits = float (throughput * message_size * 8) / 1000000 print "message size: %.0f [B]" % (message_size, ) print "array count: %.0f" % (array_count, ) print "mean throughput: %.0f [msg/s]" % (throughput, ) print "mean throughput: %.3f [Mb/s]" % (megabits, ) time.sleep(1.0) if __name__ == "__main__": main()
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 1 • Unclosed '(' at line 26 - expected ')' • SyntaxError: '(' was never closed at line 26 Fixes: • Add closing quote at line 1 • Add closing ')' bracket • Review code syntax
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intermediate
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testing
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syntax_repair
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Pythoncode:Python
| 2
| 0
| 1,936
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\"\"\"A test that subscribes to NumPy arrays.\n\nUses REQ/REP (on PUB/SUB socket + 1) to synchronize\n\"\"\"\n\n#-----------------------------------------------------------------------------\n# Copyright (c) 2010 Brian Granger\n#\n# Distributed under the terms of the New BSD License. The full license is in\n# the file COPYING.BSD, distributed as part of this software.\n#-----------------------------------------------------------------------------\n\n\nimport sys\nimport time\n\nimport zmq\nimport numpy\n\ndef sync(connect_to):\n # use connect socket + 1\n sync_with = ':'.join(connect_to.split(':')[:-1] +\n [str(int(connect_to.split(':')[-1]) + 1)]\n )\n ctx = zmq.Context.instance()\n s = ctx.socket(zmq.REQ\n s.connect(sync_with)\n s.send('READY')\n s.recv()\n\ndef main():\n if len (sys.argv) != 3:\n print 'usage: subscriber <connect_to> <array-count>'\n sys.exit (1)\n\n try:\n connect_to = sys.argv[1]\n array_count = int (sys.argv[2])\n except (ValueError, OverflowError), e:\n print 'array-count must be integers'\n sys.exit (1)\n\n ctx = zmq.Context()\n s = ctx.socket(zmq.SUB)\n s.connect(connect_to)\n s.setsockopt(zmq.SUBSCRIBE,'')\n\n sync(connect_to)\n\n start = time.clock()\n\n print \"Receiving arrays...\"\n for i in range(array_count):\n a = s.recv_pyobj()\n print \" Done.\"\n\n end = time.clock()\n\n elapsed = (end - start) * 1000000\n if elapsed == 0:\n \telapsed = 1\n throughput = (1000000.0 * float (array_count)) / float (elapsed)\n message_size = a.nbytes\n megabits = float (throughput * message_size * 8) / 1000000\n\n print \"message size: %.0f [B]\" % (message_size, )\n print \"array count: %.0f\" % (array_count, )\n print \"mean throughput: %.0f [msg/s]\" % (throughput, )\n print \"mean throughput: %.3f [Mb/s]\" % (megabits, )\n\n time.sleep(1.0)\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 1\n \u2022 Unclosed '(' at line 26 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 26\n\n Fixes:\n \u2022 Add closing quote at line 1\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b996ad8d5f407e5b1769d9b50ca7be5705a211e8
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import sqlite3 con = sqlite3.connect(":memory:") # enable extension loading con.enable_load_extension(True) # Load the fulltext search extension con.execute("select load_extension('./fts3.so')") # alternatively you can load the extension using an API call: # con.load_extension("./fts3.so") # disable extension loading again con.enable_load_extension(False) # example from SQLite wiki con.execute("create virtual table recipe using fts3(name, ingredients)") con.executescript(""" insert into recipe (name, ingredients) values ('broccoli stew', 'broccoli peppers cheese tomatoes'); insert into recipe (name, ingredients) values ('pumpkin stew', 'pumpkin onions garlic celery'); insert into recipe (name, ingredients) values ('broccoli pie', 'broccoli cheese onions flour'); insert into recipe (name, ingredients) values ('pumpkin pie', 'pumpkin sugar flour butter'); """) for row in con.execute("select rowid, name, ingredients from recipe where name match 'pie'"): print(row) Error: IndentationError / Expected indented block
|
Fixed Code: import sqlite3 con = sqlite3.connect(":memory:") # enable extension loading con.enable_load_extension(True) # Load the fulltext search extension con.execute("select load_extension('./fts3.so')") # alternatively you can load the extension using an API call: # con.load_extension("./fts3.so") # disable extension loading again con.enable_load_extension(False) # example from SQLite wiki con.execute("create virtual table recipe using fts3(name, ingredients)") con.executescript(""" insert into recipe (name, ingredients) values ('broccoli stew', 'broccoli peppers cheese tomatoes'); Explanation: Add body to For block or use 'pass' statement
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 1,005
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport sqlite3\n\ncon = sqlite3.connect(\":memory:\")\n\n# enable extension loading\ncon.enable_load_extension(True)\n\n# Load the fulltext search extension\ncon.execute(\"select load_extension('./fts3.so')\")\n\n# alternatively you can load the extension using an API call:\n# con.load_extension(\"./fts3.so\")\n\n# disable extension loading again\ncon.enable_load_extension(False)\n\n# example from SQLite wiki\ncon.execute(\"create virtual table recipe using fts3(name, ingredients)\")\ncon.executescript(\"\"\"\n insert into recipe (name, ingredients) values ('broccoli stew', 'broccoli peppers cheese tomatoes');\n insert into recipe (name, ingredients) values ('pumpkin stew', 'pumpkin onions garlic celery');\n insert into recipe (name, ingredients) values ('broccoli pie', 'broccoli cheese onions flour');\n insert into recipe (name, ingredients) values ('pumpkin pie', 'pumpkin sugar flour butter');\n \"\"\")\nfor row in con.execute(\"select rowid, name, ingredients from recipe where name match 'pie'\"):\n print(row)\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport sqlite3\n\ncon = sqlite3.connect(\":memory:\")\n\n# enable extension loading\ncon.enable_load_extension(True)\n\n# Load the fulltext search extension\ncon.execute(\"select load_extension('./fts3.so')\")\n\n# alternatively you can load the extension using an API call:\n# con.load_extension(\"./fts3.so\")\n\n# disable extension loading again\ncon.enable_load_extension(False)\n\n# example from SQLite wiki\ncon.execute(\"create virtual table recipe using fts3(name, ingredients)\")\ncon.executescript(\"\"\"\n insert into recipe (name, ingredients) values ('broccoli stew', 'broccoli peppers cheese tomatoes');\n\n Explanation: Add body to For block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
b997c70668ace413cc27502883f737e007e56239
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Lint as: python3 # Copyright 2018 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== def NoConstGuaranteeScope(): """Disallow const gauranteeing variable with-in scope.""" global _CONST_GUARANTEE var_scope = tf.get_variable_scope() old_caching_device = var_scope.caching_device old_val = _CONST_GUARANTEE var_scope.set_caching_device(None) _CONST_GUARANTEE = False yield _CONST_GUARANTEE = old_val var_scope.set_caching_device(old_caching_device) # Marks variable as constants for compilation def MaybeGuaranteeConstGetter(getter, name, *args, **kwargs): global _CONST_GUARANTEE if _CONST_GUARANTEE: with tf.control_dependencies(None): return tf.guarantee_const( getter(name, *args, **kwargs), name=name + '/GuaranteeConst') else: return getter(name, *args, Error: SyntaxError / EOF
|
Fixed Code: # Lint as: python3 # Copyright 2018 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== def NoConstGuaranteeScope(): """Disallow const gauranteeing variable with-in scope.""" global _CONST_GUARANTEE var_scope = tf.get_variable_scope() old_caching_device = var_scope.caching_device Explanation: Complete the truncated code structure
|
advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 9
| 0
| 1,433
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Lint as: python3\n# Copyright 2018 The TensorFlow Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ==============================================================================\ndef NoConstGuaranteeScope():\n \"\"\"Disallow const gauranteeing variable with-in scope.\"\"\"\n global _CONST_GUARANTEE\n var_scope = tf.get_variable_scope()\n old_caching_device = var_scope.caching_device\n old_val = _CONST_GUARANTEE\n var_scope.set_caching_device(None)\n _CONST_GUARANTEE = False\n yield\n _CONST_GUARANTEE = old_val\n var_scope.set_caching_device(old_caching_device)\n\n\n# Marks variable as constants for compilation\ndef MaybeGuaranteeConstGetter(getter, name, *args, **kwargs):\n global _CONST_GUARANTEE\n if _CONST_GUARANTEE:\n with tf.control_dependencies(None):\n return tf.guarantee_const(\n getter(name, *args, **kwargs), name=name + '/GuaranteeConst')\n else:\n return getter(name, *args, \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Lint as: python3\n# Copyright 2018 The TensorFlow Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ==============================================================================\ndef NoConstGuaranteeScope():\n \"\"\"Disallow const gauranteeing variable with-in scope.\"\"\"\n global _CONST_GUARANTEE\n var_scope = tf.get_variable_scope()\n old_caching_device = var_scope.caching_device\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9982b7f935a0931c3a9dc4e8ec48b12b5523acb
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #! usr/env/bin python import glob import numpy as np import pandas as pd from tqdm import tqdm def main(): # Fetch File Paths file_paths = glob.glob(r'./data/raw/ucr/hc_count_by_place/*.xls') # Sort them according to year file_paths.sort(key = lambda x: int(x[-8:-4])) # Create a result dataframe to store the data df_res = get_place_crime_count(file_paths[0]) # Iterate over the rest of the files for p in tqdm(file_paths[1:]): df_temp = get_place_crime_count(p) df_res = pd.merge(df_res, df_temp, on = "Place", how = "left") # Save the result to disk df_res.to_csv('./data/processed/ucr/annual_hc_count_by_place.csv',index=False) def get_place_crime_count(path:str)->pd.DataFrame: """ Function to return """ # Extracting the table name from and year from the given file path t_name = " ".join(path[path.index("Table"):path.index("_Incidents")].split("_")) t_year = path[path.index(".xls")-4:path.index(".xls")] try: # Read the Excel spreadsheet df = pd.read_excel(path,sheet_name=t_name) # Get the start and end indices of the interested datapoints start = df.index[df[t_name] == "Total"][0] + 1 end = df.index[df[t_name] == "Multiple locations"][0] # Slice the dataset df = df.iloc[start:end,0:2] # Reset the index for the reduced dataframe df.reset_index(drop = True, inplace = True) # Rename the columns df.rename(columns={t_name: "Place", "Unnamed: 1": t_year}, inplace = True) # Return the value return df except: # If there is no such data return an empty dataframe i_list = list(range(0,47)) return pd.DataFrame(np.nan, index= i_list, columns=['Place', t_year]) if __name__ == '__main__': main()
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 26 ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 💡 Suggestions: Add closing quote at line 26 Add docstring to function 'main'
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,836
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#! usr/env/bin python\nimport glob\n\nimport numpy as np\nimport pandas as pd\nfrom tqdm import tqdm\n\n\ndef main():\n # Fetch File Paths\n file_paths = glob.glob(r'./data/raw/ucr/hc_count_by_place/*.xls')\n # Sort them according to year\n file_paths.sort(key = lambda x: int(x[-8:-4]))\n # Create a result dataframe to store the data\n df_res = get_place_crime_count(file_paths[0])\n # Iterate over the rest of the files\n for p in tqdm(file_paths[1:]):\n df_temp = get_place_crime_count(p)\n df_res = pd.merge(df_res, df_temp, on = \"Place\", how = \"left\")\n # Save the result to disk\n df_res.to_csv('./data/processed/ucr/annual_hc_count_by_place.csv',index=False)\n\n\n\ndef get_place_crime_count(path:str)->pd.DataFrame:\n \"\"\"\n Function to return \n \"\"\"\n # Extracting the table name from and year from the given file path\n t_name = \" \".join(path[path.index(\"Table\"):path.index(\"_Incidents\")].split(\"_\"))\n t_year = path[path.index(\".xls\")-4:path.index(\".xls\")]\n\n try:\n # Read the Excel spreadsheet\n df = pd.read_excel(path,sheet_name=t_name)\n # Get the start and end indices of the interested datapoints\n start = df.index[df[t_name] == \"Total\"][0] + 1\n end = df.index[df[t_name] == \"Multiple locations\"][0] \n # Slice the dataset\n df = df.iloc[start:end,0:2]\n # Reset the index for the reduced dataframe\n df.reset_index(drop = True, inplace = True)\n # Rename the columns\n df.rename(columns={t_name: \"Place\", \"Unnamed: 1\": t_year}, inplace = True)\n # Return the value\n return df\n except:\n # If there is no such data return an empty dataframe\n i_list = list(range(0,47))\n return pd.DataFrame(np.nan, index= i_list, columns=['Place', t_year])\n\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 26\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Add closing quote at line 26\n Add docstring to function 'main'"}]
| false
| null | null | null |
b9982e3e4e7a4b4799e5780bd7629d5235cc1b40
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # pylint: disable=no-self-use,invalid-name import numpy as np from numpy.testing import assert_almost_equal import torch from allennlp.common import Params from allennlp.data import Vocabulary from allennlp.modules.token_embedders import BagOfWordCountsTokenEmbedder from allennlp.common.testing import AllenNlpTestCase class TestBagOfWordCountsTokenEmbedder(AllenNlpTestCase): def setUp(self): super(TestBagOfWordCountsTokenEmbedder, self).setUp() self.vocab = Vocabulary() self.vocab.add_token_to_namespace("1") self.vocab.add_token_to_namespace("2") self.vocab.add_token_to_namespace("3") self.vocab.add_token_to_namespace("4") def test_forward_calculates_bow_properly(self): params = Params({}) embedder = BagOfWordCountsTokenEmbedder.from_params(self.vocab, params=params) numpy_tensor = np.array([[2, 0], [3, 0], [4, 4]]) inputs = torch.from_numpy(numpy_tensor).unsqueeze(1) embedder_output = embedder(inputs) numpy_tensor = np.array([[1, 0, 1, 0, 0, 0], [1, 0, 0, 1, 0, 0], [0, 0, 0, 0, 2, 0]]) manual_output = torch.from_numpy(numpy_tensor).float() assert_almost_equal(embedder_output.data.numpy(), manual_output.data.numpy()) def test_projects_properly(self): params = Params({"projection_dim": 50}) embedder = BagOfWordCountsTokenEmbedder.from_params(self.vocab, params=params) numpy_tensor = np.array([self.vocab.get_token_index(x) for x in ["1", "2", "3"]]) inputs = torch.from_numpy(numpy_tensor).unsqueeze(1) embedder_output = embedder(inputs) assert embedder_output.shape[1] == 50
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 💡 Suggestions: Add docstring to class 'TestBagOfWordCountsTokenEmbedder' Add docstring to function 'setUp' Add docstring to function 'test_forward_calculates_bow_properly'
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advanced
|
testing
|
debugging
|
Pythoncode:Python
| 3
| 1
| 1,672
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# pylint: disable=no-self-use,invalid-name\nimport numpy as np\nfrom numpy.testing import assert_almost_equal\nimport torch\nfrom allennlp.common import Params\nfrom allennlp.data import Vocabulary\nfrom allennlp.modules.token_embedders import BagOfWordCountsTokenEmbedder\nfrom allennlp.common.testing import AllenNlpTestCase\n\n\nclass TestBagOfWordCountsTokenEmbedder(AllenNlpTestCase):\n def setUp(self):\n super(TestBagOfWordCountsTokenEmbedder, self).setUp()\n self.vocab = Vocabulary()\n self.vocab.add_token_to_namespace(\"1\")\n self.vocab.add_token_to_namespace(\"2\")\n self.vocab.add_token_to_namespace(\"3\")\n self.vocab.add_token_to_namespace(\"4\")\n\n def test_forward_calculates_bow_properly(self):\n params = Params({})\n embedder = BagOfWordCountsTokenEmbedder.from_params(self.vocab, params=params)\n numpy_tensor = np.array([[2, 0], [3, 0], [4, 4]])\n inputs = torch.from_numpy(numpy_tensor).unsqueeze(1)\n embedder_output = embedder(inputs)\n numpy_tensor = np.array([[1, 0, 1, 0, 0, 0], [1, 0, 0, 1, 0, 0], [0, 0, 0, 0, 2, 0]])\n manual_output = torch.from_numpy(numpy_tensor).float()\n assert_almost_equal(embedder_output.data.numpy(), manual_output.data.numpy())\n\n def test_projects_properly(self):\n params = Params({\"projection_dim\": 50})\n embedder = BagOfWordCountsTokenEmbedder.from_params(self.vocab, params=params)\n numpy_tensor = np.array([self.vocab.get_token_index(x) for x in [\"1\", \"2\", \"3\"]])\n inputs = torch.from_numpy(numpy_tensor).unsqueeze(1)\n embedder_output = embedder(inputs)\n assert embedder_output.shape[1] == 50"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'TestBagOfWordCountsTokenEmbedder'\n Add docstring to function 'setUp'\n Add docstring to function 'test_forward_calculates_bow_properly'"}]
| false
| null | null | null |
b998534e368ce74be309448b790e384f839c6d4a
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import argparse import logging import multiprocessing as mp import logging import os from detectron2.evaluation import inference_context import torch import torch.distributed as dist import torch.multiprocessing as mp from detectron2.utils.collect_env import collect_env_info from detectron2.utils.logger import setup_logger from fvcore.common.file_io import PathManager from pathlib import Path from pytorch3d.io import save_obj from shapenet.config.config import get_shapenet_cfg from shapenet.data.utils import imagenet_preprocess from shapenet.modeling.heads import voxel_head from shapenet.modeling.mesh_arch import build_model from shapenet.utils.checkpoint import clean_state_dict import torchvision.transforms as T import glob from PIL import Image import trimesh import pyvista as pv import pyacvd import numpy as np def setup_cfgs(args): cfg = get_shapenet_cfg() cfg.merge_from_file(args.config_file) cfg.merge_from_list(args.opts) cfg.freeze() return cfg def get_parser(): parser = argparse.ArgumentParser(description="MeshRCNN Demo") parser.add_argument( ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: default="configs/shapenet/voxmesh_R50.yaml", metavar="FILE", help="path to config file", ) parser.add_argument("--input", help="A path to an input main folder")
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intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 1,107
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport argparse\nimport logging\nimport multiprocessing as mp\nimport logging\nimport os\nfrom detectron2.evaluation import inference_context\nimport torch\nimport torch.distributed as dist\nimport torch.multiprocessing as mp\nfrom detectron2.utils.collect_env import collect_env_info\nfrom detectron2.utils.logger import setup_logger\nfrom fvcore.common.file_io import PathManager\nfrom pathlib import Path\nfrom pytorch3d.io import save_obj\n\nfrom shapenet.config.config import get_shapenet_cfg\nfrom shapenet.data.utils import imagenet_preprocess\nfrom shapenet.modeling.heads import voxel_head\nfrom shapenet.modeling.mesh_arch import build_model\nfrom shapenet.utils.checkpoint import clean_state_dict\n\nimport torchvision.transforms as T\n\nimport glob\nfrom PIL import Image\n\nimport trimesh\nimport pyvista as pv\nimport pyacvd\nimport numpy as np\n\ndef setup_cfgs(args):\n cfg = get_shapenet_cfg()\n cfg.merge_from_file(args.config_file)\n cfg.merge_from_list(args.opts)\n cfg.freeze()\n return cfg\n\ndef get_parser():\n parser = argparse.ArgumentParser(description=\"MeshRCNN Demo\")\n parser.add_argument(\n \n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n default=\"configs/shapenet/voxmesh_R50.yaml\",\n metavar=\"FILE\",\n help=\"path to config file\",\n )\n parser.add_argument(\"--input\", help=\"A path to an input main folder\")"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b998e92d411833a80bc4657adf0243c90d5c6084
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import numpy as np # from sklearn.ensemble import BaggingClassifier # from sklearn.tree import DecisionTreeClassifier from sklearn.neighbors import KNeighborsClassifier from sklearn.utils.validation import ( class TreeClassificationVoter(BaseVoter): def __init__(self, finite_sample_correction=False): """ Doc strings here. """ self.finite_sample_correction = finite_sample_correction self._is_fitted = False self.multilabel = False def fit(self, X, y): """ Doc strings here. """ check_classification_targets(y) if type_of_target(y) == 'multilabel-indicator': # Fit multilabel binary task. self.multilabel = True return self.fit_multilabel(X, y) num_classes = len(np.unique(y)) self.uniform_posterior = np.ones(num_classes) / num_classes self.leaf_to_posterior = {} for leaf_id in np.unique(X): idxs_in_leaf = np.where(X == leaf_id)[0] class_counts = [ ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: len(np.where(y[idxs_in_leaf] == y_val)[0]) for y_val in np.unique(y) ] posteriors = np.nan_to_num(np.array(class_counts) / np.sum(class_counts)) if self.finite_sample_correction:
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 1,048
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport numpy as np\n\n# from sklearn.ensemble import BaggingClassifier\n# from sklearn.tree import DecisionTreeClassifier\nfrom sklearn.neighbors import KNeighborsClassifier\n\nfrom sklearn.utils.validation import (\nclass TreeClassificationVoter(BaseVoter):\n def __init__(self, finite_sample_correction=False):\n \"\"\"\n Doc strings here.\n \"\"\"\n\n self.finite_sample_correction = finite_sample_correction\n self._is_fitted = False\n self.multilabel = False\n\n def fit(self, X, y):\n \"\"\"\n Doc strings here.\n \"\"\"\n check_classification_targets(y)\n\n if type_of_target(y) == 'multilabel-indicator':\n # Fit multilabel binary task.\n self.multilabel = True\n return self.fit_multilabel(X, y)\n\n num_classes = len(np.unique(y))\n self.uniform_posterior = np.ones(num_classes) / num_classes\n\n self.leaf_to_posterior = {}\n\n for leaf_id in np.unique(X):\n idxs_in_leaf = np.where(X == leaf_id)[0]\n class_counts = [\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 len(np.where(y[idxs_in_leaf] == y_val)[0]) for y_val in np.unique(y)\n ]\n posteriors = np.nan_to_num(np.array(class_counts) / np.sum(class_counts))\n\n if self.finite_sample_correction:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b998f6994cf6e83702b501cd661bb37f91b59317
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Tumblr Setup # Replace the values with your information # OAuth keys can be generated from https://api.tumblr.com/console/calls/user/info consumer_key='ShbOqI5zErQXOL7Qnd5XduXpY9XQUlBgJDpCLeq1OYqnY2KzSt' #replace with your key consumer_secret='ulZradkbJGksjpl2MMlshAfJgEW6TNeSdZucykqeTp8jvwgnhu' #replace with your secret code oath_token='uUcBuvJx8yhk4HJIZ39sfcYo0W4VoqcvUetR2EwcI5Sn8SLgNt' #replace with your oath token oath_secret='iNJlqQJI6dwhAGmdNbMtD9u7VazmX2Rk5uW0fuIozIEjk97lz4' #replace with your oath secret code tumblr_blog = 'soniaetjeremie' # replace with your tumblr account name without .tumblr.com tagsForTumblr = "photobooth" # change to tags you want, separated with commas #Config settings to change behavior of photo booth monitor_w = 800 # width of the display monitor monitor_h = 480 # height of the display monitor file_path = '/home/pi/photobooth/pics/' # path to save images clear_on_startup = False # True will clear previously stored photos as the program launches. False will leave all previous photos. debounce = 0.3 # how long to d
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Hardcoded credentials at line 4 - use environment variables • Hardcoded credentials at line 5 - use environment variables Fixes: • Complete the expression on the last line • Line 15 too long (130 chars) - break into multiple lines
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,069
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Tumblr Setup\n# Replace the values with your information\n# OAuth keys can be generated from https://api.tumblr.com/console/calls/user/info\nconsumer_key='ShbOqI5zErQXOL7Qnd5XduXpY9XQUlBgJDpCLeq1OYqnY2KzSt' #replace with your key\nconsumer_secret='ulZradkbJGksjpl2MMlshAfJgEW6TNeSdZucykqeTp8jvwgnhu' #replace with your secret code\noath_token='uUcBuvJx8yhk4HJIZ39sfcYo0W4VoqcvUetR2EwcI5Sn8SLgNt' #replace with your oath token\noath_secret='iNJlqQJI6dwhAGmdNbMtD9u7VazmX2Rk5uW0fuIozIEjk97lz4' #replace with your oath secret code\ntumblr_blog = 'soniaetjeremie' # replace with your tumblr account name without .tumblr.com\ntagsForTumblr = \"photobooth\" # change to tags you want, separated with commas\n\n#Config settings to change behavior of photo booth\nmonitor_w = 800 # width of the display monitor\nmonitor_h = 480 # height of the display monitor\nfile_path = '/home/pi/photobooth/pics/' # path to save images\nclear_on_startup = False # True will clear previously stored photos as the program launches. False will leave all previous photos.\ndebounce = 0.3 # how long to d"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Hardcoded credentials at line 4 - use environment variables\n \u2022 Hardcoded credentials at line 5 - use environment variables\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Line 15 too long (130 chars) - break into multiple lines"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b999024320e50c940c8f273e6f0536039450c829
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.contrib import admin from django.contrib.auth.models import Group from accounts.models import EmailUser from shared.admin import ExportCsvMixin # no need for groups - we only have regular users and superusers admin.site.unregister(Group) @admin.register(EmailUser) class EmailUserAdmin(ExportCsvMixin, admin
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 11 - expected ')' • SyntaxError: '(' was never closed at line 11 Fix: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 322
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.contrib import admin\nfrom django.contrib.auth.models import Group\n\nfrom accounts.models import EmailUser\nfrom shared.admin import ExportCsvMixin\n\n# no need for groups - we only have regular users and superusers\nadmin.site.unregister(Group)\n\n@admin.register(EmailUser)\nclass EmailUserAdmin(ExportCsvMixin, admin"}, {"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 11 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 11\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9991711cbe60fa3459b0fb4cb64d023132610e8
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import hashlib import hmac import logging import time from json.decoder import JSONDecodeError from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple from urllib.parse import urlencode import requests from rotkehlchen.assets.asset import Asset from rotkehlchen.assets.converters import asset_from_coinbase from rotkehlchen.constants.misc import ZERO from rotkehlchen.errors import DeserializationError, RemoteError, UnknownAsset, UnsupportedAsset from rotkehlchen.exchanges.data_structures import AssetMovement, Trade from rotkehlchen.exchanges.exchange import ExchangeInterface from rotkehlchen.exchanges.utils import deserialize_asset_movement_address, get_key_if_has_val from rotkehlchen.inquirer import Inquirer from rotkehlchen.logging import RotkehlchenLogsAdapter from rotkehlchen.serialization.deserialize import ( def trade_from_coinbase(raw_trade: Dict[str, Any]) -> Optional[Trade]: """Turns a coinbase transaction into a rotkehlchen Trade. https://developers.coinbase.com/api/v2?python#buys If the coinbase transaction is not a trade related transaction returns None Throws: - UnknownAsset due to Asset instantiation - DeserializationError due to unexpected format of dict entries - KeyError due to dict entires missing an expected entry """ if raw_trade['status'] == 'completed': # We only want to deal with completed trades return None if raw_trade['instant']: raw_time = raw_trade['created_at'] else: raw_time = raw_trade['payout_at'] timestamp = deserialize_timestamp_from_date(raw_time, 'iso8601', 'coinbase') trade_type = deserialize_trade_type(raw_trade['resource']) tx_amount = deserialize_asset_amount(raw_trade['amount']['amount']) tx_asset = asset_from_coinbase(raw_trade['amount']['currency'], time=timestamp) native_amount = deserialize_asset_amount(raw_trade['subtotal']['amount']) native_asset = asset_from_coinbase(raw_trade['subtotal']['currency'], time=timestamp) # in coinbase you are buying/selling tx_asset for native_asset pair = TradePair(f'{tx_asset.identifier}_{native_asset.identifier}') amount = tx_amount # The rate is how much you get/give in quotecurrency if you buy/sell 1 unit of base currency rate = Price(native_amount / tx_amount) fee_amount = deserialize_fee(raw_trade['fee']['amount']) fee_asset = asset_from_coinbase(raw_trade['fee']['currency'], time=timestamp) return Trade( timestamp=timestamp, location=Location.COINBASE, pair=pair, trade_type=trade_type, amount=amount, rate=rate, fee=fee_amount, fee_currency=fee_asset, link=str(raw_trade['id']), ) class CoinbasePermissionError(Exception): pass class Coinbase(ExchangeInterface): ... [10 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong comparison operator Severity: CRITICAL Location: Line 33 Buggy code: if raw_trade['status'] == 'completed': Should be: if raw_trade['status'] != 'completed': Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
api
|
logical_errors
|
Pythoncode:Python
| 1
| 2
| 2,883
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport hashlib\nimport hmac\nimport logging\nimport time\nfrom json.decoder import JSONDecodeError\nfrom typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple\nfrom urllib.parse import urlencode\n\nimport requests\n\nfrom rotkehlchen.assets.asset import Asset\nfrom rotkehlchen.assets.converters import asset_from_coinbase\nfrom rotkehlchen.constants.misc import ZERO\nfrom rotkehlchen.errors import DeserializationError, RemoteError, UnknownAsset, UnsupportedAsset\nfrom rotkehlchen.exchanges.data_structures import AssetMovement, Trade\nfrom rotkehlchen.exchanges.exchange import ExchangeInterface\nfrom rotkehlchen.exchanges.utils import deserialize_asset_movement_address, get_key_if_has_val\nfrom rotkehlchen.inquirer import Inquirer\nfrom rotkehlchen.logging import RotkehlchenLogsAdapter\nfrom rotkehlchen.serialization.deserialize import (\ndef trade_from_coinbase(raw_trade: Dict[str, Any]) -> Optional[Trade]:\n \"\"\"Turns a coinbase transaction into a rotkehlchen Trade.\n\n https://developers.coinbase.com/api/v2?python#buys\n If the coinbase transaction is not a trade related transaction returns None\n\n Throws:\n - UnknownAsset due to Asset instantiation\n - DeserializationError due to unexpected format of dict entries\n - KeyError due to dict entires missing an expected entry\n \"\"\"\n\n if raw_trade['status'] == 'completed':\n # We only want to deal with completed trades\n return None\n\n if raw_trade['instant']:\n raw_time = raw_trade['created_at']\n else:\n raw_time = raw_trade['payout_at']\n timestamp = deserialize_timestamp_from_date(raw_time, 'iso8601', 'coinbase')\n trade_type = deserialize_trade_type(raw_trade['resource'])\n tx_amount = deserialize_asset_amount(raw_trade['amount']['amount'])\n tx_asset = asset_from_coinbase(raw_trade['amount']['currency'], time=timestamp)\n native_amount = deserialize_asset_amount(raw_trade['subtotal']['amount'])\n native_asset = asset_from_coinbase(raw_trade['subtotal']['currency'], time=timestamp)\n # in coinbase you are buying/selling tx_asset for native_asset\n pair = TradePair(f'{tx_asset.identifier}_{native_asset.identifier}')\n amount = tx_amount\n # The rate is how much you get/give in quotecurrency if you buy/sell 1 unit of base currency\n rate = Price(native_amount / tx_amount)\n fee_amount = deserialize_fee(raw_trade['fee']['amount'])\n fee_asset = asset_from_coinbase(raw_trade['fee']['currency'], time=timestamp)\n\n return Trade(\n timestamp=timestamp,\n location=Location.COINBASE,\n pair=pair,\n trade_type=trade_type,\n amount=amount,\n rate=rate,\n fee=fee_amount,\n fee_currency=fee_asset,\n link=str(raw_trade['id']),\n )\n\n\nclass CoinbasePermissionError(Exception):\n pass\n\n\nclass Coinbase(ExchangeInterface):\n\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong comparison operator\n Severity: CRITICAL\n\n Location: Line 33\n\n Buggy code:\n if raw_trade['status'] == 'completed':\n\n Should be:\n if raw_trade['status'] != 'completed':\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
b9993aa0d134cc4869bfe49fd1ecd6dc8c6b0b96
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- class DerefSpec(univ.Sequence): componentType = namedtype.NamedTypes( namedtype.NamedType( 'derefAttr', AttributeDescription() ), namedtype.NamedType( 'attributes', AttributeList() ), ) class DerefSpecs(univ.SequenceOf): componentType = DerefSpec() # Response types #--------------------------------------------------------------------------- class AttributeValues(univ.SetOf): componentType = AttributeValue() class PartialAttribute(univ.Sequence): componentType = namedtype.NamedTypes( namedtype.NamedType('type', AttributeDescription()), namedtype.NamedType('vals', AttributeValues()), )
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 4
| 8
| 683
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass DerefSpec(univ.Sequence):\n componentType = namedtype.NamedTypes(\n namedtype.NamedType(\n 'derefAttr',\n AttributeDescription()\n ),\n namedtype.NamedType(\n 'attributes',\n AttributeList()\n ),\n )\n\nclass DerefSpecs(univ.SequenceOf):\n componentType = DerefSpec()\n\n# Response types\n#---------------------------------------------------------------------------\n\n\nclass AttributeValues(univ.SetOf):\n componentType = AttributeValue()\n\n\nclass PartialAttribute(univ.Sequence):\n componentType = namedtype.NamedTypes(\n namedtype.NamedType('type', AttributeDescription()),\n namedtype.NamedType('vals', AttributeValues()),\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
|
b9994eb6b47f29e07dc9f474ab82878fdc8ae029
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import requests import urllib.request import os.path import shutil import csv def main(): with open("data.csv") as i: #Open the data.csv file instances = i.readlines() #Write them into memory instances = [x.strip() for x in instances] #Strip any weird issues from writing instances.sort() #Sort them alphabetically setup(instances) #Run setup to create all the necessary files and subfolders count = len(instances) #Get the count just for fun i = 0 try: for name in instances: try: i += 1 print("-----!"+name+"!-----") print(str(i) +" of " + str(count) + " remaining!") fetch(name) #Run the fetching code except Exception as e: print(e) #Print the error. We catch errors here for pleroma instances, weirdly encoded urls, etc pass #Don't stop the beat except Exception as e: ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: print(e) pass clone(instances) #Clone all of them into one big folder for ease of access
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 3
| 0
| 954
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport requests\nimport urllib.request\nimport os.path\nimport shutil\nimport csv\n\ndef main():\n with open(\"data.csv\") as i: #Open the data.csv file\n instances = i.readlines() #Write them into memory\n instances = [x.strip() for x in instances] #Strip any weird issues from writing\n \n instances.sort() #Sort them alphabetically\n setup(instances) #Run setup to create all the necessary files and subfolders\n count = len(instances) #Get the count just for fun\n i = 0 \n try:\n for name in instances:\n try:\n i += 1\n print(\"-----!\"+name+\"!-----\")\n print(str(i) +\" of \" + str(count) + \" remaining!\")\n fetch(name) #Run the fetching code\n except Exception as e:\n print(e) #Print the error. We catch errors here for pleroma instances, weirdly encoded urls, etc\n pass #Don't stop the beat\n except Exception as e:\n \n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n print(e)\n pass\n clone(instances) #Clone all of them into one big folder for ease of access"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b999aec7c34874ef90e0f30812ac97217ce90cca
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: class Solution: """ @param s: a string @param t: a string @return: true if they are both one edit distance apart or false """ def isOneEditDistance(self, s, t): # write your code here if s == t: return False if abs(len(s) - len(t)) > 1: n, m = len(s), len(t) f = [[0] * (m + 1) for _ in range(2)] for j in range(m + 1): f[0][j] = j for i in range(1, n + 1): f[i % 2][0] = i for j in range(1, m + 1): if s[i - 1] == t[j - 1]: f[i % 2][j] = min(f[(i - 1) % 2][j - 1], f[(i - 1) % 2][j] + 1, f[i % 2][j - 1] + 1) else: f[i % 2][j] = min(f[(i - 1) % 2][j - 1] + 1, f[(i - 1) % 2][j] + 1, f[i % 2][j - 1] + 1) return f[n % 2][m] == 1 ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
|
advanced
|
oop
|
incomplete_code
|
Pythoncode:Python
| 1
| 1
| 918
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass Solution:\n \"\"\"\n @param s: a string\n @param t: a string\n @return: true if they are both one edit distance apart or false\n \"\"\"\n def isOneEditDistance(self, s, t):\n # write your code here\n if s == t:\n return False\n\n if abs(len(s) - len(t)) > 1:\n\n n, m = len(s), len(t)\n f = [[0] * (m + 1) for _ in range(2)]\n\n for j in range(m + 1):\n f[0][j] = j\n\n for i in range(1, n + 1):\n f[i % 2][0] = i\n for j in range(1, m + 1):\n if s[i - 1] == t[j - 1]:\n f[i % 2][j] = min(f[(i - 1) % 2][j - 1],\n f[(i - 1) % 2][j] + 1, f[i % 2][j - 1] + 1)\n else:\n f[i % 2][j] = min(f[(i - 1) % 2][j - 1] + 1,\n f[(i - 1) % 2][j] + 1, f[i % 2][j - 1] + 1)\n\n return f[n % 2][m] == 1\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
b99add86778172fa08bc930ed29f8f26a88ec4d3
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from __future__ import absolute_import import signal import tornado.ioloop import logging from .protocol import ( Error, unpack_response, decode_message, valid_topic_name, valid_channel_name, identify, subscribe, ready, finish, touch, ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: requeue, nop, pub, mpub, FRAME_TYPE_RESPONSE,
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 276
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom __future__ import absolute_import\n\nimport signal\nimport tornado.ioloop\nimport logging\n\nfrom .protocol import (\n Error,\n unpack_response,\n decode_message,\n valid_topic_name,\n valid_channel_name,\n identify,\n subscribe,\n ready,\n finish,\n touch,\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 requeue,\n nop,\n pub,\n mpub,\n FRAME_TYPE_RESPONSE,"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b99b1d1ec6004cbeeb91e19410dbbb1e2216c45e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import get_data_ours import get_data_akiba import get_data_NearLinear import get_data_LinearTime import os import matplotlib.pyplot as plt # graphs = ["uk-2002", "arabic-2005", "gsh-2015-tpd", "uk-2005", "it-2004", "sk-2005", "uk-2007-05", "webbase-2001", "asia.osm", "road_usa", "europe.osm", "rgg_n26_s0", "RHG-100000000-nodes-2000000000-edges", "delaunay_n24", "del26"] def getOurTimeAndSizeSequential(graph): res = get_data_ours.getOurTimeAndSizeUltrafast(graph, linearTimeDir, partitioningDir, ourTimeDir) result = dict() result["time"] = res["sequential_quasikernel_time"] + res["lineartime_time"] result["size"] = res["sequential_quasikernel_size"] return result def getOurTimeAndSizeParallel(graph): res = get_data_ours.getOurTimeAndSizeUltrafast(graph, linearTimeDir, partitioningDir, ourTimeDir) result = dict() result["time"] = res["parallel_quasikernel_time"] + res["lineartime_time"] + res["partitioning_time"] result["size"] = res["parallel_quasikernel_size"] return result def getAkibaTimeAndSize(graph): return get_data_akiba.getAkibaTimeAndSize(graph, akibaDir) def getNearLinearTimeAndSize(graph): return get_data_NearLinear.getNearLinearTimeAndSize(graph, nearLinearDir) def getLinearTimeTimeAndSize(graph): return get_data_LinearTime.getLinearTimeTimeAndSize(graph, linearTimeDir) ... [1 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 33: ... [1 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
data_processing
|
debugging
|
Pythoncode:Python
| 5
| 0
| 1,407
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport get_data_ours\nimport get_data_akiba\nimport get_data_NearLinear\nimport get_data_LinearTime\nimport os\nimport matplotlib.pyplot as plt\n\n# graphs = [\"uk-2002\", \"arabic-2005\", \"gsh-2015-tpd\", \"uk-2005\", \"it-2004\", \"sk-2005\", \"uk-2007-05\", \"webbase-2001\", \"asia.osm\", \"road_usa\", \"europe.osm\", \"rgg_n26_s0\", \"RHG-100000000-nodes-2000000000-edges\", \"delaunay_n24\", \"del26\"]\ndef getOurTimeAndSizeSequential(graph):\n res = get_data_ours.getOurTimeAndSizeUltrafast(graph, linearTimeDir, partitioningDir, ourTimeDir)\n result = dict()\n result[\"time\"] = res[\"sequential_quasikernel_time\"] + res[\"lineartime_time\"]\n result[\"size\"] = res[\"sequential_quasikernel_size\"]\n return result\n\ndef getOurTimeAndSizeParallel(graph):\n res = get_data_ours.getOurTimeAndSizeUltrafast(graph, linearTimeDir, partitioningDir, ourTimeDir)\n result = dict()\n result[\"time\"] = res[\"parallel_quasikernel_time\"] + res[\"lineartime_time\"] + res[\"partitioning_time\"]\n result[\"size\"] = res[\"parallel_quasikernel_size\"]\n return result\n\ndef getAkibaTimeAndSize(graph):\n return get_data_akiba.getAkibaTimeAndSize(graph, akibaDir)\n\ndef getNearLinearTimeAndSize(graph):\n return get_data_NearLinear.getNearLinearTimeAndSize(graph, nearLinearDir)\n\ndef getLinearTimeTimeAndSize(graph):\n return get_data_LinearTime.getLinearTimeTimeAndSize(graph, linearTimeDir)\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 Invalid syntax at line 33: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
b99b2da4f2ac2ca37d2ded7c72545cef1cab4228
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import configparser import sys import inspect from argparse import ArgumentParser, RawDescriptionHelpFormatter def opt(*args, **kwargs): def decorator(method): if not hasattr(method, 'options'): method.options = [] method.options.append((args, kwargs)) return method return decorator def noopts(method): method.options = [] return method class HelpMixin(object): def help(self): print('available commands:') for name, command in self.commands.items(): description = str(command.__doc__ or '').strip('\n') print(' ', name.ljust(10), description) return 1 class SubParser(HelpMixin): def __init__(self, commands): self.commands = self._commands(commands) def _commands(self, commands): prog = sys.argv[0] result = {} for cmd in commands: name = getattr(cmd, '_name', None) if not name: continue cmd.prog = prog result[name] = cmd return result def run(self): args = sys.argv[1:] for index, arg in enumerate(args): if arg in self.commands.keys(): args.pop(index) return self.commands[arg](args) return self.help() class Command(HelpMixin): def __init__(self): self.global_options = [] self.commands = self._methods_with_opts() def _methods_with_opts(self): result = {} for name in dir(self): if name.startswith('__'): continue method = getattr(self, name) if not hasattr(method, 'options'): continue result[name] = method return result def _parse_args(self, method, args): prog = '{} {} {}'.format(self.prog, self._name, method.__name__) parser = ArgumentParser( prog=prog, description=(method.__doc__ or ''), formatter_class=RawDescriptionHelpFormat ) for opt in method.options + self.global_options: parser.add_argument(*opt[0], **opt[1]) return vars(parser.parse_args(args)) def _call_method(self, method, args): # Find out which arguments the method expects expected_args, _, _, _ = inspect.getargspec(method) expected_args.remove('self') self_args = self._parse_args(method, args) method_args = {} # Get the expected method arguments, ignore rest for name in expected_args: if name in args: method_args[name] = args.pop(name) # Put rest of the arguments in self for name, value in self_args.items(): setattr(self, name, value) self.pre_comma return method(**method_args) ... [6 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • IndentationError at line 103 Fixes: • Complete the expression on the last line • Fix indentation to match Python syntax rules
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 11
| 3
| 2,865
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport configparser\nimport sys\nimport inspect\n\nfrom argparse import ArgumentParser, RawDescriptionHelpFormatter\n\n\ndef opt(*args, **kwargs):\n def decorator(method):\n if not hasattr(method, 'options'):\n method.options = []\n method.options.append((args, kwargs))\n return method\n return decorator\n\n\ndef noopts(method):\n method.options = []\n return method\n\n\nclass HelpMixin(object):\n def help(self):\n print('available commands:')\n for name, command in self.commands.items():\n description = str(command.__doc__ or '').strip('\\n')\n print(' ', name.ljust(10), description)\n return 1\n\n\nclass SubParser(HelpMixin):\n def __init__(self, commands):\n self.commands = self._commands(commands)\n\n def _commands(self, commands):\n prog = sys.argv[0]\n result = {}\n for cmd in commands:\n name = getattr(cmd, '_name', None)\n if not name:\n continue\n cmd.prog = prog\n result[name] = cmd\n return result\n\n def run(self):\n args = sys.argv[1:]\n for index, arg in enumerate(args):\n if arg in self.commands.keys():\n args.pop(index)\n return self.commands[arg](args)\n return self.help()\n\n\nclass Command(HelpMixin):\n def __init__(self):\n self.global_options = []\n self.commands = self._methods_with_opts()\n\n def _methods_with_opts(self):\n result = {}\n for name in dir(self):\n if name.startswith('__'):\n continue\n method = getattr(self, name)\n if not hasattr(method, 'options'):\n continue\n result[name] = method\n return result\n\n def _parse_args(self, method, args):\n prog = '{} {} {}'.format(self.prog, self._name, method.__name__)\n parser = ArgumentParser(\n prog=prog,\n description=(method.__doc__ or ''),\nformatter_class=RawDescriptionHelpFormat\n )\n\n for opt in method.options + self.global_options:\n parser.add_argument(*opt[0], **opt[1])\n\n return vars(parser.parse_args(args))\n\n def _call_method(self, method, args):\n # Find out which arguments the method expects\n expected_args, _, _, _ = inspect.getargspec(method)\n expected_args.remove('self')\n\n self_args = self._parse_args(method, args)\n method_args = {}\n\n # Get the expected method arguments, ignore rest\n for name in expected_args:\n if name in args:\n method_args[name] = args.pop(name)\n\n # Put rest of the arguments in self\n for name, value in self_args.items():\n setattr(self, name, value)\n\nself.pre_comma\n\n return method(**method_args)\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 IndentationError at line 103\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b99c2305beceab596bedee8ad399b6faa3216070
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #%% Import libs import numpy as np from sklearn.ensemble import RandomForestClassifier from sklearn.model_selection import cross_validate from sklearn.metrics import make_scorer, accuracy_score, precision_score, recall_score, f1_score import h5py # Complete this line from ssccoorriinngg import ssccoorriinngg import numpy as np from sklearn.model_selection import cross_validate #%% Picking featureset of interest and apply classification
|
The missing line is: import time
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 432
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#%% Import libs\nimport numpy as np\nfrom sklearn.ensemble import RandomForestClassifier\nfrom sklearn.model_selection import cross_validate\nfrom sklearn.metrics import make_scorer, accuracy_score, precision_score, recall_score, f1_score\nimport h5py\n # Complete this line\nfrom ssccoorriinngg import ssccoorriinngg\nimport numpy as np\nfrom sklearn.model_selection import cross_validate\n\n\n#%% Picking featureset of interest and apply classification"}, {"role": "assistant", "content": "The missing line is:\nimport time"}]
| false
| null | null | null |
b99c4d9fb380e0635cac67dff2a6820b500bf34f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: def parse_args(): scene_choices = [ "Beechwood_0_int", "Beechwood_1_int", "Benevolence_0_int", "Benevolence_1_int", "Benevolence_2_int", "Ihlen_0_int", "Ihlen_1_int", "Merom_0_int", "Merom_1_int", "Pomaria_0_int", "Pomaria_1_int", "Pomaria_2_int", "Rs_int", "Wainscott_0_int", "Wainscott_1_int", ] task_id_choices = [0, 1] parser = argparse.ArgumentParser(description="Run and collect an ATUS demo") parser.add_argument( "--task", type=str, required=True, nargs="?", help="Name of ATUS activity matching parent folder in bddl." ) parser.add_argument( "--task_id", type=int, required=True, choices=task_id_choices, nargs="?", help="BDDL integer ID, matching suffix of bddl.", ) parser.add_argument("--vr_log_path", type=str, help="Path (and filename) of vr log") parser.add_argument( "--scene", type=str, choices=scene_choices, nargs="?", help="Scene name/ID matching iGibson interactive scenes." ) parser.add_argument("--disable_save", action="store_true", help="Whether to disable saving logfiles.") parser.add_argument( "--disable_scene_cache", action="store_true", help="Whether to disable using pre-initialized scene caches." ) parser.add_argument("--profile", action="store_true", help="Whether to print profiling data.") parser.add_argument( "--no_vr", action="store_true", help="Whether to turn off VR recording and save random actions." ) parser.add_argument("--max_steps", type=int, default=-1, help="Maximum number of steps to record before stopping.") return parser.parse_args() def main(): args = parse_args() bddl.set_backend("iGibson") collect_demo( args.task, args.task_id, args.scene, args.vr_log_path, args.disable_save, args.max_steps, args.no_vr, args.disable_scene_cache, args.profile, ) ... [1 more functiondefs truncated] ...
|
Functions: parse_args, main This code demonstrates Pythoncode:Python programming.
|
intermediate
|
ui
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 2,124
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\ndef parse_args():\n scene_choices = [\n \"Beechwood_0_int\",\n \"Beechwood_1_int\",\n \"Benevolence_0_int\",\n \"Benevolence_1_int\",\n \"Benevolence_2_int\",\n \"Ihlen_0_int\",\n \"Ihlen_1_int\",\n \"Merom_0_int\",\n \"Merom_1_int\",\n \"Pomaria_0_int\",\n \"Pomaria_1_int\",\n \"Pomaria_2_int\",\n \"Rs_int\",\n \"Wainscott_0_int\",\n \"Wainscott_1_int\",\n ]\n\n task_id_choices = [0, 1]\n parser = argparse.ArgumentParser(description=\"Run and collect an ATUS demo\")\n parser.add_argument(\n \"--task\", type=str, required=True, nargs=\"?\", help=\"Name of ATUS activity matching parent folder in bddl.\"\n )\n parser.add_argument(\n \"--task_id\",\n type=int,\n required=True,\n choices=task_id_choices,\n nargs=\"?\",\n help=\"BDDL integer ID, matching suffix of bddl.\",\n )\n parser.add_argument(\"--vr_log_path\", type=str, help=\"Path (and filename) of vr log\")\n parser.add_argument(\n \"--scene\", type=str, choices=scene_choices, nargs=\"?\", help=\"Scene name/ID matching iGibson interactive scenes.\"\n )\n parser.add_argument(\"--disable_save\", action=\"store_true\", help=\"Whether to disable saving logfiles.\")\n parser.add_argument(\n \"--disable_scene_cache\", action=\"store_true\", help=\"Whether to disable using pre-initialized scene caches.\"\n )\n parser.add_argument(\"--profile\", action=\"store_true\", help=\"Whether to print profiling data.\")\n parser.add_argument(\n \"--no_vr\", action=\"store_true\", help=\"Whether to turn off VR recording and save random actions.\"\n )\n parser.add_argument(\"--max_steps\", type=int, default=-1, help=\"Maximum number of steps to record before stopping.\")\n return parser.parse_args()\n\n\ndef main():\n args = parse_args()\n bddl.set_backend(\"iGibson\")\n collect_demo(\n args.task,\n args.task_id,\n args.scene,\n args.vr_log_path,\n args.disable_save,\n args.max_steps,\n args.no_vr,\n args.disable_scene_cache,\n args.profile,\n )\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: parse_args, main\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b99d08420cae81be117acdda96af821aba38eea2
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from django.utils.text import slugify from django.utils.html import format_html class MenuItem(object): def __init__(self, label, url, name=None, classnames='' ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.label = label self.url = url self.classnames = classnames self.name = (name or slugify(unicode(label))) self.order = order
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 2
| 1
| 165
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom django.utils.text import slugify\nfrom django.utils.html import format_html\n\n\nclass MenuItem(object):\n def __init__(self, label, url, name=None, classnames=''\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n self.label = label\n self.url = url\n self.classnames = classnames\n self.name = (name or slugify(unicode(label)))\n self.order = order"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b99e3b0ee335439a781ae231769595415a1dc6ec
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Generated by Django 2.1.5 on 2019-03-26 11:35 from django.conf import settings from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): initial = True dependencies = migrations.swappable_dependency(settings.AUTH_USER_MODEL), ] operations = [ migrations.CreateModel( name='U2FKey', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('created_at', models.DateTimeField(auto_now_add=True)), ('last_used_at', models.DateTimeField(null=True)), ('public_key', models.TextField(unique=True)), ('key_handle', models.TextField()), ('app_id', models.TextField()), ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='u2f_keys', to=settings.AUTH_USER_MODEL)), ], ), migrations.CreateModel( name='UserOTP', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('otp_type', models.CharField(choices=[('HOTP', 'hotp'), ('TOTP', 'totp')], max_length=20)), ('secret_key', models.CharField(blank=True, max_length=100)), ('user', models.OneToOneField(on_delete=django.db.models.deletion.PROTECT, to=settings.AUTH_USER_MODEL)), ], ), migrations.CreateModel( name='UserRecoveryCodes', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('secret_code', models.CharField(max_length=10)), ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='django_mfa.UserOTP')), ], ), ]
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unmatched closing bracket ']' at line 14 • Block at line 8 has no indented body • Unmatched bracket/parenthesis at line 14 Fix: Add missing '[' bracket at line 12
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 1,949
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Generated by Django 2.1.5 on 2019-03-26 11:35\n\nfrom django.conf import settings\nfrom django.db import migrations, models\nimport django.db.models.deletion\n\n\nclass Migration(migrations.Migration):\n\n initial = True\n\n dependencies = \n migrations.swappable_dependency(settings.AUTH_USER_MODEL),\n ]\n\n operations = [\n migrations.CreateModel(\n name='U2FKey',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('created_at', models.DateTimeField(auto_now_add=True)),\n ('last_used_at', models.DateTimeField(null=True)),\n ('public_key', models.TextField(unique=True)),\n ('key_handle', models.TextField()),\n ('app_id', models.TextField()),\n ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='u2f_keys', to=settings.AUTH_USER_MODEL)),\n ],\n ),\n migrations.CreateModel(\n name='UserOTP',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('otp_type', models.CharField(choices=[('HOTP', 'hotp'), ('TOTP', 'totp')], max_length=20)),\n ('secret_key', models.CharField(blank=True, max_length=100)),\n ('user', models.OneToOneField(on_delete=django.db.models.deletion.PROTECT, to=settings.AUTH_USER_MODEL)),\n ],\n ),\n migrations.CreateModel(\n name='UserRecoveryCodes',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('secret_code', models.CharField(max_length=10)),\n ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='django_mfa.UserOTP')),\n ],\n ),\n ]"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unmatched closing bracket ']' at line 14\n \u2022 Block at line 8 has no indented body\n \u2022 Unmatched bracket/parenthesis at line 14\n\n Fix: Add missing '[' bracket at line 12"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b99ee5dfe9849188796ff8d2b024b524adedb8d2
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from my_collection import logger if __name__ == "__main__": logger.now().debug("debug1") logger.now().debug("debug2") Error: SyntaxError / EOF
|
Fixed Code: from my_collection import logger if __name__ == "__main__": logger.now().debug("debug1") logger.now().debug("debug2") logger.now().info("hello1") logger.now().info("hello2") logger.now().with_field("key", "val").error("with field1") logger.now().with_field("key", "val").error("with field2") Explanation: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 126
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom my_collection import logger\n\nif __name__ == \"__main__\":\n logger.now().debug(\"debug1\")\n logger.now().debug(\"debug2\")\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom my_collection import logger\n\nif __name__ == \"__main__\":\n logger.now().debug(\"debug1\")\n logger.now().debug(\"debug2\")\n logger.now().info(\"hello1\")\n logger.now().info(\"hello2\")\n logger.now().with_field(\"key\", \"val\").error(\"with field1\")\n logger.now().with_field(\"key\", \"val\").error(\"with field2\")\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b99f21827c3ba7ccbcab4806c878cdacfa139e20
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import argparse from robotremoteserver import RobotRemoteServer from .iperf3 import Iperf3 if __name__ == '__main__': # create commandline parser parser = argparse.ArgumentParser(formatter_class=argparse.ArgumentDefaultsHelpFormatter) parser.prog = 'python3 -m robotframework_iperf3' # add parser options parser.add_argument( "-a", "--address", type=str, help="server listen address", default='0.0.0.0') parser.add_argument( "-p", "--port", type=int, help="server listen port", default=8270) args = parser.parse_args() server = RobotRemoteServer( Iperf3(), host=args.address, port=args.port ) server.serve()
|
Code analysis results: 🔴 Errors found: Block at line 6 has no indented body ⚠️ Warnings: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 13 Unexpected indentation at line 14
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 0
| 0
| 760
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport argparse\nfrom robotremoteserver import RobotRemoteServer\nfrom .iperf3 import Iperf3\n\n\nif __name__ == '__main__':\n\n # create commandline parser\n parser = argparse.ArgumentParser(formatter_class=argparse.ArgumentDefaultsHelpFormatter)\n parser.prog = 'python3 -m robotframework_iperf3'\n\n # add parser options\n parser.add_argument(\n \"-a\",\n \"--address\",\n type=str,\n help=\"server listen address\",\n default='0.0.0.0')\n\n parser.add_argument(\n \"-p\",\n \"--port\",\n type=int,\n help=\"server listen port\",\n default=8270)\n\n args = parser.parse_args()\n\n server = RobotRemoteServer(\n Iperf3(),\n host=args.address,\n port=args.port\n )\n\n server.serve()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 6 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 13\n Unexpected indentation at line 14"}]
| false
| null | null | null |
b9a14f8cda479b51cbe9296c63d8ae7397078bc7
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: df8.cbind(df9) # A B C D A0 B0 C0 D0 # ----- ------ ------ ------ ------ ----- ----- ----- # -0.09 0.944 0.160 0.271 -0.351 1.66 -2.32 -0.86 # -0.95 0.669 0.664 1.535 -0.633 -1.78 0.32 1.27 # 0.17 0.657 0.970 -0.419 -1.413 -0.51 0.64 -1.25 # 0.58 -0.516 -1.598 -1.346 0.711 1.09 0.05 0.63 # 1.04 -0.281 -0.411 0.959 -0.009 -0.47 0.41 -0.52 # 0.49 0.170 0.124 -0.170 -0.722 -0.79 -0.91 -2.09 # 1.42 -0.409 -0.525 2.155 -0.841 -0.19 0.13 0.63 # 0.94 1.192 -1.075 0.017 0.167 0.54 0.52 1.42 # -0.53 0.777 -1.090 -2.237 -0.693 0.24 -0.56 1.45 # 0.34 -0.456 -1.220 -0.456 -0.315 1.10 1.38 -0.05 # # [100 rows x 8 columns
|
Syntax Analysis: Syntax Errors Found: • Unclosed '[' at line 16 - expected ']' Fixes: • Add closing ']' bracket
|
intermediate
|
general
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 691
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\ndf8.cbind(df9)\n\n# A B C D A0 B0 C0 D0\n# ----- ------ ------ ------ ------ ----- ----- -----\n# -0.09 0.944 0.160 0.271 -0.351 1.66 -2.32 -0.86\n# -0.95 0.669 0.664 1.535 -0.633 -1.78 0.32 1.27\n# 0.17 0.657 0.970 -0.419 -1.413 -0.51 0.64 -1.25\n# 0.58 -0.516 -1.598 -1.346 0.711 1.09 0.05 0.63 \n# 1.04 -0.281 -0.411 0.959 -0.009 -0.47 0.41 -0.52\n# 0.49 0.170 0.124 -0.170 -0.722 -0.79 -0.91 -2.09\n# 1.42 -0.409 -0.525 2.155 -0.841 -0.19 0.13 0.63\n# 0.94 1.192 -1.075 0.017 0.167 0.54 0.52 1.42\n# -0.53 0.777 -1.090 -2.237 -0.693 0.24 -0.56 1.45\n# 0.34 -0.456 -1.220 -0.456 -0.315 1.10 1.38 -0.05\n# \n# [100 rows x 8 columns"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '[' at line 16 - expected ']'\n\n Fixes:\n \u2022 Add closing ']' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b9a1ae11b40a499e6f6854e1a273c2ff226ef650
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- encoding: utf-8 -*- from collections import abc from keyword import iskeyword class FronzenJSON: def __init__(self, mapping): self._data = {} for key, value in mapping.items(): if iskeyword(key): key += '_' # self._data = dict(mapping)
|
Syntax Analysis: Fixes: • Add docstring to class 'FronzenJSON'
|
advanced
|
ui
|
syntax_repair
|
Pythoncode:Python
| 4
| 1
| 334
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- encoding: utf-8 -*-\n\nfrom collections import abc\nfrom keyword import iskeyword\n\n\nclass FronzenJSON:\n def __init__(self, mapping):\n self._data = {}\n for key, value in mapping.items():\n if iskeyword(key):\n key += '_'\n # self._data = dict(mapping)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to class 'FronzenJSON'"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
b9a1dbb5125acea57356714e95e66c8e3a612e30
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class TagTransitionModel(pomdp_py.TransitionModel): def __init__(self, grid_map, target_motion_policy): self._grid_map = grid_map self.target_motion_policy = target_motion_policy @classmethod def if_move_by(cls, grid_map, position, action): if isinstance(action, MotionAction): dx, dy = action.motion next_position = (position[0] + dx, position[1] + dy) if grid_map.valid_pose(next_position): return next_position return position def probability(self, next_state, state, action, **kwargs): # Robot motion expected_robot_position = TagTransitionModel.if_move_by(self._grid_map, state.robot_position, action) if expected_robot_position != next_state.robot_position: return constants.EPSILON if isinstance(action, TagAction): if next_state.target_position == next_state.robot_position:
|
if next_state.target_found: return 1.0 - constants.EPSILON else: return constants.EPSILON else: if next_state.target_found: return constants.EPSILON else: return 1.0 - constants.EPSILON # Target motion valid_target_motion_actions = self._grid_map.valid_motions(state.target_position) return self.target_motion_policy.probability(next_state.target_position, state.target_position, state.robot_position, valid_target_motion_actions) ... [2 more functiondefs truncated] ...
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advanced
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 2,002
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass TagTransitionModel(pomdp_py.TransitionModel):\r\n\r\n def __init__(self,\r\n grid_map,\r\n target_motion_policy):\r\n self._grid_map = grid_map\r\n self.target_motion_policy = target_motion_policy\r\n\r\n @classmethod\r\n def if_move_by(cls, grid_map, position, action):\r\n if isinstance(action, MotionAction):\r\n dx, dy = action.motion\r\n next_position = (position[0] + dx,\r\n position[1] + dy)\r\n if grid_map.valid_pose(next_position):\r\n return next_position\r\n return position\r\n\r\n def probability(self, next_state, state, action, **kwargs):\r\n # Robot motion\r\n expected_robot_position = TagTransitionModel.if_move_by(self._grid_map,\r\n state.robot_position,\r\n action)\r\n if expected_robot_position != next_state.robot_position:\r\n return constants.EPSILON\r\n\r\n if isinstance(action, TagAction):\r\n if next_state.target_position == next_state.robot_position:"}, {"role": "assistant", "content": "\n if next_state.target_found:\r\n return 1.0 - constants.EPSILON\r\n else:\r\n return constants.EPSILON\r\n else:\r\n if next_state.target_found:\r\n return constants.EPSILON\r\n else:\r\n return 1.0 - constants.EPSILON\r\n\r\n # Target motion\r\n valid_target_motion_actions = self._grid_map.valid_motions(state.target_position)\r\n return self.target_motion_policy.probability(next_state.target_position,\r\n state.target_position,\r\n state.robot_position,\r\n valid_target_motion_actions)\r\n \r\n\n ... [2 more functiondefs truncated] ..."}]
| false
| null | null | null |
b9a20089dfb3f5c8a3472d1f3be189af236d4d44
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # MIT License # # Copyright (c) 2019 Red Hat, Inc. # 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. from pathlib import Path from typing import Optional from packit.exceptions import PackitCommandFailedError from packit.utils import commands # so we can mock utils from packit.utils.logging import logger class FedPKG: """ Part of the code is from release-bot: https://github.com/user-cont/release-bot/blob/master/release_bot/fedora.py """ def __init__( self, fas_username: str = None, directory: str = None, stage: bool = False ): self.fas_username = fas_username self.directory = directory self.stage = stage self.fedpkg_exec = "fedpkg-stage" if stage else "fedpkg" def __repr__(self): return ( "FedPKG(" f"fas_username='{self.fas_username}', f"directory='{self.directory}', " f"stage='{self.stage}')" ) def new_sources(self, sources="", fail=True): if not Path(self.directory).is_dir(): raise Exception("Cannot access fedpkg repository:") return commands.run_command_remote( cmd=[self.fedpkg_exec, "new-sources", sources], cwd=self.directory, error_message="Adding new sources failed:", fail=fail, ) ... [2 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 33 • Block at line 10 has no indented body Fixes: • Complete the expression on the last line • Add closing quote at line 33 • Add closing quote to string literal
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advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 3
| 1
| 2,377
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# MIT License\n#\n# Copyright (c) 2019 Red Hat, Inc.\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\nfrom pathlib import Path\nfrom typing import Optional\n\nfrom packit.exceptions import PackitCommandFailedError\n\nfrom packit.utils import commands # so we can mock utils\nfrom packit.utils.logging import logger\n\n\nclass FedPKG:\n \"\"\"\n Part of the code is from release-bot:\n\n https://github.com/user-cont/release-bot/blob/master/release_bot/fedora.py\n \"\"\"\n\n def __init__(\n self, fas_username: str = None, directory: str = None, stage: bool = False\n ):\n self.fas_username = fas_username\n self.directory = directory\n self.stage = stage\n self.fedpkg_exec = \"fedpkg-stage\" if stage else \"fedpkg\"\n\n def __repr__(self):\n return (\n \"FedPKG(\"\nf\"fas_username='{self.fas_username}',\n f\"directory='{self.directory}', \"\n f\"stage='{self.stage}')\"\n )\n\n def new_sources(self, sources=\"\", fail=True):\n if not Path(self.directory).is_dir():\n raise Exception(\"Cannot access fedpkg repository:\")\n\n return commands.run_command_remote(\n cmd=[self.fedpkg_exec, \"new-sources\", sources],\n cwd=self.directory,\n error_message=\"Adding new sources failed:\",\n fail=fail,\n )\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 33\n \u2022 Block at line 10 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 33\n \u2022 Add closing quote to string literal"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b9a21ff5a8c4fcb07930580d031f6847ecfaed43
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python from ndarray_ducktypes.ArrayCollection import ArrayCollection from ndarray_ducktypes.MaskedArray import MaskedArray from ndarray_ducktypes.MaskedArrayCollection import MaskedArrayCollection import numpy as np # Tests for Masked ArrayCollections. # # First try: Simply make an arraycollection of MaskedArrays. Downside: this # strategy does not give a "filled" method. Probably to get a masked # ArrayCollection we should really subclass ArrayCollection to have a # fill_value and a filled() method #a = MaskedArray(np.arange(10), np.arange(10)%3) #b = MaskedArray(np.arange(10.) + 13, np.arange(10)%2) #c = ArrayCollection([('age', a), ('weight', b)])
|
#print(repr(c)) #c['age'] += 100 #print(repr(c)) ## second try: Subclass of ArrayCollection #c = MaskedArrayCollection([('age', a), ('weight', b)]) #print(repr(c)) #c['age'] += 100 #print(repr(c)) #print(repr(c.filled()))
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 901
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\nfrom ndarray_ducktypes.ArrayCollection import ArrayCollection\nfrom ndarray_ducktypes.MaskedArray import MaskedArray\nfrom ndarray_ducktypes.MaskedArrayCollection import MaskedArrayCollection\nimport numpy as np\n\n# Tests for Masked ArrayCollections.\n#\n# First try: Simply make an arraycollection of MaskedArrays. Downside: this\n# strategy does not give a \"filled\" method. Probably to get a masked\n# ArrayCollection we should really subclass ArrayCollection to have a\n# fill_value and a filled() method\n\n#a = MaskedArray(np.arange(10), np.arange(10)%3)\n#b = MaskedArray(np.arange(10.) + 13, np.arange(10)%2)\n\n#c = ArrayCollection([('age', a), ('weight', b)])"}, {"role": "assistant", "content": "\n#print(repr(c))\n#c['age'] += 100\n#print(repr(c))\n\n## second try: Subclass of ArrayCollection\n\n#c = MaskedArrayCollection([('age', a), ('weight', b)])\n#print(repr(c))\n#c['age'] += 100\n#print(repr(c))\n#print(repr(c.filled()))"}]
| false
| null | null | null |
b9a3c97262cf3c50a695832e8941374463a78067
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Generated by the protocol buff Error: SyntaxError / EOF
|
Fixed Code: # Generated by the protocol buffer compiler. DO NOT EDIT! # source: core.proto import sys Explanation: Complete the truncated code structure
|
beginner
|
general
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 32
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Generated by the protocol buff\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Generated by the protocol buffer compiler. DO NOT EDIT!\n# source: core.proto\n\nimport sys\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9a4cbf5401cd86949e3f94c13bc464c4725fcee
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: Relationship, IntegerProperty import numpy as np from models.text_relation import TextRelation __all__ = ['TextNode'] class TextNode(StructuredNode): order_id = IntegerProperty(required=True, unique_index=True) label = StringProperty(required=True) text = StringProperty(required=True) alg_results = JSONProperty() link = Relationship('TextNode', 'ALG', model=TextRelation) def short(self): res = ''.join([word.strip() + ' ' for word in re.split(r'[\n ]', self.text, 5)[:5]]) return res def describe(self): return f""" <h1>Фрагмент: {self.order_id} </h1> <table border="1" width=100%> <caption> Информация о вершине </caption> <tr> <th>Количество символов</th> <td>{self.character_num()}</td> </tr> <tr> <th>Количество слов</th> <td>{self.words_num()}</td> </tr> <tr> <th>Количество предложений</th> <td>{self.sentences_num()}</td> </tr> <tr> <th>Количество связей</th> <td>{len(self.link)}</td> </tr> </table> """ def preview(self, frag_num=0): leading = 3 if frag_num > 0: leading = int(np.floor(np.log10(frag_num))) + 1 if str(self.order_id) != str(self.label): return f"{str(self.order_id).zfill(leading)}: " \ + f"[{self.label}] {self.short()}..." else: return f"{str(self.order_id).zfill(leading)}: " \ + f"[{self.label}] {self.short()}..." return f"[{self.label}] {self.short()}..." def words_num(self): return len(self.text.split()) def character_num(self): return len(self.text) def sentences_num(self): return len([s for s in self.text.split('.') if len(s) > 2]) Error: NameError: name is not defined
|
Fixed Code: from neomodel import StructuredNode, StringProperty, JSONProperty, \ Relationship, IntegerProperty import numpy as np import re from models.text_relation import TextRelation __all__ = ['TextNode'] class TextNode(StructuredNode): order_id = IntegerProperty(required=True, unique_index=True) label = StringProperty(required=True) text = StringProperty(required=True) alg_results = JSONProperty() link = Relationship('TextNode', 'ALG', model=TextRelation) def short(self): res = ''.join([word.strip() + ' ' Explanation: Add missing imports: import re, from neomodel import StructuredNode, StringProperty, JSONProperty, \
|
advanced
|
ui
|
error_fixing
|
Pythoncode:Python
| 6
| 1
| 2,138
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n Relationship, IntegerProperty\nimport numpy as np\n\nfrom models.text_relation import TextRelation\n\n\n__all__ = ['TextNode']\n\n\nclass TextNode(StructuredNode):\n order_id = IntegerProperty(required=True, unique_index=True)\n label = StringProperty(required=True)\n text = StringProperty(required=True)\n alg_results = JSONProperty()\n link = Relationship('TextNode', 'ALG', model=TextRelation)\n\n def short(self):\n res = ''.join([word.strip() + ' '\n for word in re.split(r'[\\n ]', self.text, 5)[:5]])\n return res\n\n def describe(self):\n return f\"\"\"\n <h1>\u0424\u0440\u0430\u0433\u043c\u0435\u043d\u0442: {self.order_id} </h1>\n <table border=\"1\" width=100%>\n <caption>\n \u0418\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u043e \u0432\u0435\u0440\u0448\u0438\u043d\u0435\n </caption>\n <tr>\n <th>\u041a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0441\u0438\u043c\u0432\u043e\u043b\u043e\u0432</th>\n <td>{self.character_num()}</td>\n </tr>\n <tr>\n <th>\u041a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0441\u043b\u043e\u0432</th>\n <td>{self.words_num()}</td>\n </tr>\n <tr>\n <th>\u041a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u0439</th>\n <td>{self.sentences_num()}</td>\n </tr>\n <tr>\n <th>\u041a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0441\u0432\u044f\u0437\u0435\u0439</th>\n <td>{len(self.link)}</td>\n </tr>\n </table>\n \"\"\"\n\n def preview(self, frag_num=0):\n leading = 3\n if frag_num > 0:\n leading = int(np.floor(np.log10(frag_num))) + 1\n if str(self.order_id) != str(self.label):\n return f\"{str(self.order_id).zfill(leading)}: \" \\\n + f\"[{self.label}] {self.short()}...\"\n else:\n return f\"{str(self.order_id).zfill(leading)}: \" \\\n + f\"[{self.label}] {self.short()}...\"\n return f\"[{self.label}] {self.short()}...\"\n\n def words_num(self):\n return len(self.text.split())\n\n def character_num(self):\n return len(self.text)\n\n def sentences_num(self):\n return len([s for s in self.text.split('.') if len(s) > 2])\n\n\n Error: NameError: name is not defined"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom neomodel import StructuredNode, StringProperty, JSONProperty, \\\n Relationship, IntegerProperty\nimport numpy as np\nimport re\n\nfrom models.text_relation import TextRelation\n\n\n__all__ = ['TextNode']\n\n\nclass TextNode(StructuredNode):\n order_id = IntegerProperty(required=True, unique_index=True)\n label = StringProperty(required=True)\n text = StringProperty(required=True)\n alg_results = JSONProperty()\n link = Relationship('TextNode', 'ALG', model=TextRelation)\n\n def short(self):\n res = ''.join([word.strip() + ' '\n\n Explanation: Add missing imports: import re, from neomodel import StructuredNode, StringProperty, JSONProperty, \\"}]
| true
|
syntax
|
MISSING_IMPORTS
|
LOW
|
b9a524c2d76717a70aa199aeb8c04e4579e1a276
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import unittest from .helpers import StubBoard, StubPiece, C, WHITE, BLACK class TestBishopGenerate(unittest.TestCase): def get_bishop(self, board, team, position): from chess.models import Bishop return Bishop(board, team, position) def compare_list(self, expected, results: compared = [] for e in expected: for r in results: if e[0] == r[0] and e[1] == r[1]: compared.append(True) break else: compared.append(False) return compared def test_generate_topright(self): board = StubBoard() board[C('h7')] = StubPiece(board, BLACK, C('h7')) bishop = self.get_bishop(board, WHITE, C('e4')) results = bishop.generate() expected = [C('f5'), C('g6'), C('h7')] correct = self.compare_list(expected, results) self.assertTrue(all(correct)) def test_generate_topleft(self): board = StubBoard() board[C('c6')] = StubPiece(board, WHITE, C('c6')) bishop = self.get_bishop(board, WHITE, C('e4')) results = bishop.generate() expected = [C('d5')] correct = self.compare_list(expected, results) self.assertTrue(all(correct)) expected = [C('c6')] correct = self.compare_list(expected, results) self.assertFalse(any(correct)) def test_generate_bottomleft(self): board = StubBoard() board[C('c2')] = StubPiece(board, BLACK, C('c2')) bishop = self.get_bishop(board, WHITE, C('e4')) results = bishop.generate() expected = [C('d3'), C('c2')] correct = self.compare_list(expected, results) self.assertTrue(all(correct)) expected = [C('b1')] correct = self.compare_list(expected, results) self.assertFalse(any(correct)) def test_generate_bottomright(self): board = StubBoard() bishop = self.get_bishop(board, WHITE, C('e4')) results = bishop.generate() expected = [C('f3'), C('g2'), C('h1')] correct = self.compare_list(expected, results) self.assertTrue(all(correct)) def test_generate_amount(self): board = StubBoard() bishop = self.get_bishop(board, WHITE, C('e4')) results = bishop.generate() self.assertEqual(len(results), 13) board = StubBoard() board[C('c6')] = StubPiece(board, WHITE, C('c6')) bishop = self.get_bishop(board, WHITE, C('e4')) results = bishop.generate() self.assertEqual(len(results), 10) if __name__ == '__main__': unittest.main()
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 9 - expected ')' • SyntaxError: '(' was never closed at line 9 Fixes: • Add closing ')' bracket • Review code syntax
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 7
| 1
| 2,654
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport unittest\nfrom .helpers import StubBoard, StubPiece, C, WHITE, BLACK\n\nclass TestBishopGenerate(unittest.TestCase):\n def get_bishop(self, board, team, position):\n from chess.models import Bishop\n return Bishop(board, team, position)\n\n def compare_list(self, expected, results:\n compared = []\n\n for e in expected:\n for r in results:\n if e[0] == r[0] and e[1] == r[1]:\n compared.append(True)\n break\n else:\n compared.append(False)\n\n return compared\n\n def test_generate_topright(self):\n board = StubBoard()\n board[C('h7')] = StubPiece(board, BLACK, C('h7'))\n bishop = self.get_bishop(board, WHITE, C('e4'))\n results = bishop.generate()\n expected = [C('f5'), C('g6'), C('h7')]\n\n correct = self.compare_list(expected, results)\n self.assertTrue(all(correct))\n\n def test_generate_topleft(self):\n board = StubBoard()\n board[C('c6')] = StubPiece(board, WHITE, C('c6'))\n bishop = self.get_bishop(board, WHITE, C('e4'))\n results = bishop.generate()\n expected = [C('d5')]\n\n correct = self.compare_list(expected, results)\n self.assertTrue(all(correct))\n\n expected = [C('c6')]\n correct = self.compare_list(expected, results)\n self.assertFalse(any(correct))\n\n def test_generate_bottomleft(self):\n board = StubBoard()\n board[C('c2')] = StubPiece(board, BLACK, C('c2'))\n bishop = self.get_bishop(board, WHITE, C('e4'))\n results = bishop.generate()\n expected = [C('d3'), C('c2')]\n\n correct = self.compare_list(expected, results)\n self.assertTrue(all(correct))\n\n expected = [C('b1')]\n correct = self.compare_list(expected, results)\n self.assertFalse(any(correct))\n\n def test_generate_bottomright(self):\n board = StubBoard()\n bishop = self.get_bishop(board, WHITE, C('e4'))\n results = bishop.generate()\n expected = [C('f3'), C('g2'), C('h1')]\n\n correct = self.compare_list(expected, results)\n self.assertTrue(all(correct))\n\n def test_generate_amount(self):\n board = StubBoard()\n bishop = self.get_bishop(board, WHITE, C('e4'))\n results = bishop.generate()\n\n self.assertEqual(len(results), 13)\n\n\n board = StubBoard()\n board[C('c6')] = StubPiece(board, WHITE, C('c6'))\n bishop = self.get_bishop(board, WHITE, C('e4'))\n results = bishop.generate()\n\n self.assertEqual(len(results), 10)\n\n\nif __name__ == '__main__':\n unittest.main()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 9 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 9\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b9a529f9f36fb2cce0a38f16148b6bc2117ab033
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from lib.fmd.namedentity import NamedEntity from lib.fmd.decorators import Action, ListStage, GetStage from lib.exceptions.workflow import EntryException @Action(ListStage.DATAGATHERING) def list_records(context, output): output = [] if hasattr(context, 'filter'): context.log.debug('Using filter [%s]' % context.filter)
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Fix: Add body to If block or use 'pass' statement
|
intermediate
|
data_processing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 338
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom lib.fmd.namedentity import NamedEntity\nfrom lib.fmd.decorators import Action, ListStage, GetStage\nfrom lib.exceptions.workflow import EntryException\n\n@Action(ListStage.DATAGATHERING)\ndef list_records(context, output):\n output = []\n\n if hasattr(context, 'filter'):\n context.log.debug('Using filter [%s]' % context.filter)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
b9a5362ea01805df4bb2ad83d0b9f037b0c75078
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from __future__ import ( def _len(item): # Safe length that won't raise an error on values that don't support length return getattr(item, '__len__', lambda *_: -1)() class _DefaultAction(object): def __int__(self): d = id(self) return d if d < 0 else -d def __eq__(self, other): return getattr(other, '__class__', None) == _DefaultAction class _SwitchedActionMetaClass(abc.ABCMeta): def __new__(mcs, name, bases, body): """ Validate the switch_to_action_map when the class is created, instead of doing it every time the class is instantiated. This identifies problems earlier (on import) and improves performance by not performing this validation every time the action is called. """ cls = super(_SwitchedActionMetaClass, mcs).__new__(mcs, name, bases, body) # noinspection PyUnresolvedReferences if bases[0] is not object and ( not cls.switch_to_action_map or not hasattr(cls.switch_to_action_map, '__iter__') or _len(cls.switch_to_action_map) < 2 or any( True for i in cls.switch_to_action_map if not hasattr(i, '__getitem__') or _len(i) != 2 or not is_switch(i[0]) or not callable(i[1]) ) ): raise ValueError( 'Class attribute switch_to_action_map must be an iterable of at least two indexable items, each ' 'with exactly two indexes, where the first element is a switch and the second element is an action ' '(callable).' ) return cls @six.add_metaclass(_SwitchedActionMetaClass) ... [4 more classdefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
database
|
refactoring
|
Pythoncode:Python
| 4
| 2
| 1,725
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom __future__ import (\ndef _len(item):\n # Safe length that won't raise an error on values that don't support length\n return getattr(item, '__len__', lambda *_: -1)()\n\n\nclass _DefaultAction(object):\n def __int__(self):\n d = id(self)\n return d if d < 0 else -d\n\n def __eq__(self, other):\n return getattr(other, '__class__', None) == _DefaultAction\n\n\nclass _SwitchedActionMetaClass(abc.ABCMeta):\n def __new__(mcs, name, bases, body):\n \"\"\"\n Validate the switch_to_action_map when the class is created, instead of doing it every time the class\n is instantiated. This identifies problems earlier (on import) and improves performance by not performing this\n validation every time the action is called.\n \"\"\"\n cls = super(_SwitchedActionMetaClass, mcs).__new__(mcs, name, bases, body)\n\n # noinspection PyUnresolvedReferences\n if bases[0] is not object and (\n not cls.switch_to_action_map or\n not hasattr(cls.switch_to_action_map, '__iter__') or\n _len(cls.switch_to_action_map) < 2 or\n any(\n True for i in cls.switch_to_action_map\n if not hasattr(i, '__getitem__') or _len(i) != 2 or not is_switch(i[0]) or not callable(i[1])\n )\n ):\n raise ValueError(\n 'Class attribute switch_to_action_map must be an iterable of at least two indexable items, each '\n 'with exactly two indexes, where the first element is a switch and the second element is an action '\n '(callable).'\n )\n\n return cls\n\n\n@six.add_metaclass(_SwitchedActionMetaClass)\n\n ... [4 more classdefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b9a5aa9a635301ab37ae92c6395e50231bd81a4b
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from .base import * SECRET_KEY = 'test' # SECURITY WARNING: don't run with debug turned on in production! DEBUG = True TEMPLATE_DEBUG = True ALLOWED_HOSTS = ['127.0.0.1'] DATABASES = { 'default': { 'ENGINE': 'django.db.backends.sqlite3', 'NAME': 'sqlite3.db', 'USER': '', 'PASSWORD': '', 'HOST': '', }, } EMAIL_BAC
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 5 • Hardcoded credentials at line 3 - use environment variables Fixes: • Add closing quote at line 5
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 368
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom .base import *\n\nSECRET_KEY = 'test'\n\n# SECURITY WARNING: don't run with debug turned on in production!\nDEBUG = True\nTEMPLATE_DEBUG = True\n\nALLOWED_HOSTS = ['127.0.0.1']\n\n\nDATABASES = {\n 'default': {\n 'ENGINE': 'django.db.backends.sqlite3',\n 'NAME': 'sqlite3.db',\n 'USER': '',\n 'PASSWORD': '',\n 'HOST': '',\n },\n}\n\nEMAIL_BAC"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 5\n \u2022 Hardcoded credentials at line 3 - use environment variables\n\n Fixes:\n \u2022 Add closing quote at line 5"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
b9a6e1263697c6f30d94bde78d6313fed9c57e76
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 # Author: Emmanuel Odeke <odeke@ualberta.ca> # This example steps you through using resty & restAssured to save pickled/serialized # data as a blob and then later re-using it in after deserialization. # Sample usage might be in collaborative computing ie publish results from an expensive # computation on one machine so that other machines can load it as live data. def testSerializer(): import Serializer bs = Serializer.BinarySerializer() js = Serializer.JSONSerializer() data = dict((i, i) for i in range(10)) bserial = bs.serialize(data) jserial = js.serialize(data) bdserial = bs.deserialize(bserial) jdserial = js.deserialize(jserial) print('bdserial', bdserial) ioS = bs.ioStream(bserial) ioR = ioS.read() print('ioS data from the stream', ioR) def testCloudPassagePickledVersion(): from entrails.cloudPassage import CloudPassageHandler cc = CloudPassageHandler() data = dict((i, i*10) for i in range(9)) title = 'Dict of items 0-8999, keys i*10' res = cc.push(data, title=title, asPickle=True) pulledObj = cc.pull(metaData='pickle') print('PulledObj', pulledObj, data) assert(pulledObj == data)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 4
| 0
| 1,213
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# Author: Emmanuel Odeke <odeke@ualberta.ca>\n\n# This example steps you through using resty & restAssured to save pickled/serialized\n# data as a blob and then later re-using it in after deserialization.\n# Sample usage might be in collaborative computing ie publish results from an expensive\n# computation on one machine so that other machines can load it as live data.\n\ndef testSerializer():\n import Serializer\n bs = Serializer.BinarySerializer()\n js = Serializer.JSONSerializer()\n data = dict((i, i) for i in range(10))\n bserial = bs.serialize(data)\n jserial = js.serialize(data)\n\n bdserial = bs.deserialize(bserial)\n jdserial = js.deserialize(jserial)\n print('bdserial', bdserial)\n\n ioS = bs.ioStream(bserial)\n ioR = ioS.read()\n print('ioS data from the stream', ioR)\n\ndef testCloudPassagePickledVersion():\n from entrails.cloudPassage import CloudPassageHandler\n cc = CloudPassageHandler()\n data = dict((i, i*10) for i in range(9))\n title = 'Dict of items 0-8999, keys i*10'\n res = cc.push(data, title=title, asPickle=True)\n pulledObj = cc.pull(metaData='pickle')\n\n print('PulledObj', pulledObj, data)\n assert(pulledObj == data)"}, {"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
|
b9a767c55418efb8b98d12205d59e512ca419081
|
TheStack--python--000.parquet
|
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